warning: commands will be executed using /bin/sh
job 2411 at Fri Feb 28 10:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140225/YutaMouse20-140225/YutaMouse20-140225
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
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 1807857 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 602619 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 31780 members 
Mstep: Class 3 contains 31722 members 
Mstep: Class 4 contains 31567 members 
Mstep: Class 5 contains 31730 members 
Mstep: Class 6 contains 31854 members 
Mstep: Class 7 contains 31456 members 
Mstep: Class 8 contains 31641 members 
Mstep: Class 9 contains 31656 members 
Mstep: Class 10 contains 31812 members 
Mstep: Class 11 contains 31663 members 
Mstep: Class 12 contains 31539 members 
Mstep: Class 13 contains 31812 members 
Mstep: Class 14 contains 31819 members 
Mstep: Class 15 contains 31876 members 
Mstep: Class 16 contains 31702 members 
Mstep: Class 17 contains 31731 members 
Mstep: Class 18 contains 31734 members 
Mstep: Class 19 contains 31479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 994.588379 but Gain 3300.640625
Score: -104539136.000000 Penalty: 59411.554688
Iteration 0F: 19 clusters Score -1.045391e+08 nChanged 570402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1777 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 56395 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 11418 members 
Mstep: Class 5 contains 211443 members 
Mstep: Class 6 contains 62158 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 10 contains 31459 members 
Mstep: Class 11 contains 31751 members 
Mstep: Class 12 contains 6873 members 
Mstep: Class 13 contains 6843 members 
Mstep: Class 14 contains 73185 members 
Mstep: Class 15 contains 7343 members 
Mstep: Class 16 contains 60059 members 
Mstep: Class 17 contains 5548 members 
Mstep: Class 18 contains 7312 members 
Mstep: Class 19 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2259.100830 but Gain 3300.640625
Score: -109010144.000000 Penalty: 56110.914062
Iteration 1F: 18 clusters Score -1.090101e+08 nChanged 245622
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 85437 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 5445 members 
Mstep: Class 5 contains 129615 members 
Mstep: Class 6 contains 114420 members 
Mstep: Class 7 contains 1521 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 10 contains 32864 members 
Mstep: Class 11 contains 28839 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 125511 members 
Mstep: Class 15 contains 3228 members 
Mstep: Class 16 contains 55827 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 19 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109287536.000000 Penalty: 56110.914062
Iteration 2F: 18 clusters Score -1.092875e+08 nChanged 173467
Entering Unmasked Mstep 
Mstep: Class 0 contains 991 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 111659 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 10145 members 
Mstep: Class 5 contains 98871 members 
Mstep: Class 6 contains 107430 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 10 contains 43614 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 6729 members 
Mstep: Class 13 contains 3842 members 
Mstep: Class 14 contains 94577 members 
Mstep: Class 15 contains 3536 members 
Mstep: Class 16 contains 76932 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 19 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109500208.000000 Penalty: 56110.914062
Iteration 3F: 18 clusters Score -1.095002e+08 nChanged 143726
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 79867 members 
Mstep: Class 3 contains 1460 members 
Mstep: Class 4 contains 14421 members 
Mstep: Class 5 contains 94137 members 
Mstep: Class 6 contains 89045 members 
Mstep: Class 7 contains 1672 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 10 contains 62540 members 
Mstep: Class 11 contains 44495 members 
Mstep: Class 12 contains 7659 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 92826 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 100278 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 19 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109637600.000000 Penalty: 56110.914062
Iteration 4F: 18 clusters Score -1.096376e+08 nChanged 134704
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 70652 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 80190 members 
Mstep: Class 6 contains 81895 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 564 members 
Mstep: Class 10 contains 91463 members 
Mstep: Class 11 contains 60702 members 
Mstep: Class 12 contains 7367 members 
Mstep: Class 13 contains 4937 members 
Mstep: Class 14 contains 77133 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 98897 members 
Mstep: Class 17 contains 1485 members 
Mstep: Class 19 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109702616.000000 Penalty: 56110.914062
Iteration 5F: 18 clusters Score -1.097026e+08 nChanged 120989
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 67028 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 21420 members 
Mstep: Class 5 contains 76239 members 
Mstep: Class 6 contains 75099 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 579 members 
Mstep: Class 10 contains 82603 members 
Mstep: Class 11 contains 88628 members 
Mstep: Class 12 contains 6263 members 
Mstep: Class 13 contains 5004 members 
Mstep: Class 14 contains 77702 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 92075 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 19 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109743496.000000 Penalty: 56110.914062
Iteration 6F: 18 clusters Score -1.097435e+08 nChanged 91022
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 65521 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 24468 members 
Mstep: Class 5 contains 73058 members 
Mstep: Class 6 contains 74515 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 607 members 
Mstep: Class 10 contains 69331 members 
Mstep: Class 11 contains 106276 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 78484 members 
Mstep: Class 15 contains 1444 members 
Mstep: Class 16 contains 91371 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 19 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109776544.000000 Penalty: 56110.914062
Iteration 7F: 18 clusters Score -1.097765e+08 nChanged 92019
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 68221 members 
Mstep: Class 3 contains 1320 members 
Mstep: Class 4 contains 27335 members 
Mstep: Class 5 contains 72213 members 
Mstep: Class 6 contains 72953 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 641 members 
Mstep: Class 10 contains 74532 members 
Mstep: Class 11 contains 99046 members 
Mstep: Class 12 contains 3637 members 
Mstep: Class 13 contains 4322 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 1382 members 
Mstep: Class 16 contains 92637 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 19 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109804432.000000 Penalty: 56110.914062
Iteration 8F: 18 clusters Score -1.098044e+08 nChanged 61635
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 71778 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 29857 members 
Mstep: Class 5 contains 69595 members 
Mstep: Class 6 contains 72742 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 10 contains 72683 members 
Mstep: Class 11 contains 95378 members 
Mstep: Class 12 contains 2724 members 
Mstep: Class 13 contains 3778 members 
Mstep: Class 14 contains 78742 members 
Mstep: Class 15 contains 1390 members 
Mstep: Class 16 contains 96160 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 19 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109828792.000000 Penalty: 56110.914062
Iteration 9F: 18 clusters Score -1.098288e+08 nChanged 62351
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 74622 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 32385 members 
Mstep: Class 5 contains 68593 members 
Mstep: Class 6 contains 73215 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 684 members 
Mstep: Class 10 contains 70243 members 
Mstep: Class 11 contains 91952 members 
Mstep: Class 12 contains 2112 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 14 contains 79208 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 98142 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 19 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3163.785400 but Gain 3300.644531
Score: -109850152.000000 Penalty: 52810.269531
Iteration 10F: 17 clusters Score -1.098502e+08 nChanged 62752
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 75184 members 
Mstep: Class 3 contains 1223 members 
Mstep: Class 4 contains 36190 members 
Mstep: Class 5 contains 67774 members 
Mstep: Class 6 contains 74238 members 
Mstep: Class 7 contains 903 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 10 contains 69250 members 
Mstep: Class 11 contains 90124 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 14 contains 79957 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 99703 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 19 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109872624.000000 Penalty: 52810.269531
Iteration 11F: 17 clusters Score -1.098726e+08 nChanged 53079
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 74993 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 39042 members 
Mstep: Class 5 contains 67245 members 
Mstep: Class 6 contains 75674 members 
Mstep: Class 7 contains 900 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 10 contains 69153 members 
Mstep: Class 11 contains 87722 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 80762 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 98310 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 19 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109889240.000000 Penalty: 52810.269531
Iteration 12F: 17 clusters Score -1.098892e+08 nChanged 45576
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 74727 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 41712 members 
Mstep: Class 5 contains 67321 members 
Mstep: Class 6 contains 76886 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 690 members 
Mstep: Class 10 contains 69815 members 
Mstep: Class 11 contains 83955 members 
Mstep: Class 12 contains 1393 members 
Mstep: Class 14 contains 80927 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 97880 members 
Mstep: Class 17 contains 1303 members 
Mstep: Class 19 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109903496.000000 Penalty: 52810.269531
Iteration 13F: 17 clusters Score -1.099035e+08 nChanged 38348
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 73958 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 44532 members 
Mstep: Class 5 contains 68243 members 
Mstep: Class 6 contains 77557 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 10 contains 70878 members 
Mstep: Class 11 contains 80995 members 
Mstep: Class 12 contains 1344 members 
Mstep: Class 14 contains 80752 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 96496 members 
Mstep: Class 17 contains 1231 members 
Mstep: Class 19 contains 1154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109915272.000000 Penalty: 52810.269531
Iteration 14F: 17 clusters Score -1.099153e+08 nChanged 32362
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 73143 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 47394 members 
Mstep: Class 5 contains 69605 members 
Mstep: Class 6 contains 78238 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 10 contains 71852 members 
Mstep: Class 11 contains 78123 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 14 contains 80140 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 95014 members 
Mstep: Class 17 contains 1164 members 
Mstep: Class 19 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109924944.000000 Penalty: 52810.269531
Iteration 15F: 17 clusters Score -1.099249e+08 nChanged 27054
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 72520 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 50214 members 
Mstep: Class 5 contains 70954 members 
Mstep: Class 6 contains 78823 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 694 members 
Mstep: Class 10 contains 72413 members 
Mstep: Class 11 contains 75576 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 14 contains 79557 members 
Mstep: Class 15 contains 1431 members 
Mstep: Class 16 contains 93506 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 19 contains 1167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109931616.000000 Penalty: 52810.269531
Iteration 16Q: 17 clusters Score -1.099316e+08 nChanged 22812
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 72206 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 52982 members 
Mstep: Class 5 contains 71904 members 
Mstep: Class 6 contains 79430 members 
Mstep: Class 7 contains 1222 members 
Mstep: Class 8 contains 690 members 
Mstep: Class 10 contains 72413 members 
Mstep: Class 11 contains 73742 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 14 contains 79038 members 
Mstep: Class 15 contains 1443 members 
Mstep: Class 16 contains 91879 members 
Mstep: Class 17 contains 1052 members 
Mstep: Class 19 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109935904.000000 Penalty: 52810.269531
Iteration 17Q: 17 clusters Score -1.099359e+08 nChanged 19402
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 72076 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 55888 members 
Mstep: Class 5 contains 72707 members 
Mstep: Class 6 contains 79871 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 10 contains 72220 members 
Mstep: Class 11 contains 72286 members 
Mstep: Class 12 contains 1405 members 
Mstep: Class 14 contains 78695 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 89858 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 19 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109940696.000000 Penalty: 52810.269531
Iteration 18Q: 17 clusters Score -1.099407e+08 nChanged 16615
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 71949 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 58730 members 
Mstep: Class 5 contains 73484 members 
Mstep: Class 6 contains 80151 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 10 contains 72030 members 
Mstep: Class 11 contains 71017 members 
Mstep: Class 12 contains 1477 members 
Mstep: Class 14 contains 78314 members 
Mstep: Class 15 contains 1493 members 
Mstep: Class 16 contains 87897 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 19 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109943352.000000 Penalty: 52810.269531
Iteration 19Q: 17 clusters Score -1.099434e+08 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 71885 members 
Mstep: Class 3 contains 1066 members 
Mstep: Class 4 contains 61524 members 
Mstep: Class 5 contains 74135 members 
Mstep: Class 6 contains 80411 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 10 contains 71874 members 
Mstep: Class 11 contains 70070 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 14 contains 78047 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 85528 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 19 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109946456.000000 Penalty: 52810.269531
Iteration 20F: 17 clusters Score -1.099465e+08 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 71907 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 64309 members 
Mstep: Class 5 contains 74754 members 
Mstep: Class 6 contains 80494 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 10 contains 71628 members 
Mstep: Class 11 contains 69392 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 14 contains 77896 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 82946 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 19 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109950744.000000 Penalty: 52810.269531
Iteration 21Q: 17 clusters Score -1.099507e+08 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 71908 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 67131 members 
Mstep: Class 5 contains 75155 members 
Mstep: Class 6 contains 80488 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 10 contains 71409 members 
Mstep: Class 11 contains 68892 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 14 contains 77717 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 16 contains 80453 members 
Mstep: Class 17 contains 904 members 
Mstep: Class 19 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109954752.000000 Penalty: 52810.269531
Iteration 22Q: 17 clusters Score -1.099548e+08 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 71804 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 70036 members 
Mstep: Class 5 contains 75498 members 
Mstep: Class 6 contains 80371 members 
Mstep: Class 7 contains 1321 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 10 contains 70949 members 
Mstep: Class 11 contains 68594 members 
Mstep: Class 12 contains 2405 members 
Mstep: Class 14 contains 77590 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 16 contains 78038 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 19 contains 1134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109959776.000000 Penalty: 52810.269531
Iteration 23Q: 17 clusters Score -1.099598e+08 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 71597 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 73044 members 
Mstep: Class 5 contains 75796 members 
Mstep: Class 6 contains 80303 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 689 members 
Mstep: Class 10 contains 70307 members 
Mstep: Class 11 contains 68165 members 
Mstep: Class 12 contains 2976 members 
Mstep: Class 14 contains 77400 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 75901 members 
Mstep: Class 17 contains 856 members 
Mstep: Class 19 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109964792.000000 Penalty: 52810.269531
Iteration 24Q: 17 clusters Score -1.099648e+08 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 71242 members 
Mstep: Class 3 contains 1004 members 
Mstep: Class 4 contains 76346 members 
Mstep: Class 5 contains 76115 members 
Mstep: Class 6 contains 80021 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 682 members 
Mstep: Class 10 contains 69408 members 
Mstep: Class 11 contains 67984 members 
Mstep: Class 12 contains 3597 members 
Mstep: Class 14 contains 77181 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 73742 members 
Mstep: Class 17 contains 838 members 
Mstep: Class 19 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109969872.000000 Penalty: 52810.269531
Iteration 25Q: 17 clusters Score -1.099699e+08 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 70666 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 80241 members 
Mstep: Class 5 contains 76492 members 
Mstep: Class 6 contains 79725 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 683 members 
Mstep: Class 10 contains 68446 members 
Mstep: Class 11 contains 67725 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 14 contains 76924 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 71272 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 19 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109974712.000000 Penalty: 52810.269531
Iteration 26Q: 17 clusters Score -1.099747e+08 nChanged 14446
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 69870 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 84686 members 
Mstep: Class 5 contains 76722 members 
Mstep: Class 6 contains 79450 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 10 contains 67403 members 
Mstep: Class 11 contains 67530 members 
Mstep: Class 12 contains 4894 members 
Mstep: Class 14 contains 76663 members 
Mstep: Class 15 contains 994 members 
Mstep: Class 16 contains 68576 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 19 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109980184.000000 Penalty: 52810.269531
Iteration 27Q: 17 clusters Score -1.099802e+08 nChanged 15448
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 68798 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 89836 members 
Mstep: Class 5 contains 76854 members 
Mstep: Class 6 contains 79174 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 672 members 
Mstep: Class 10 contains 66246 members 
Mstep: Class 11 contains 67270 members 
Mstep: Class 12 contains 5539 members 
Mstep: Class 14 contains 76275 members 
Mstep: Class 15 contains 968 members 
Mstep: Class 16 contains 65823 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 19 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109984632.000000 Penalty: 52810.269531
Iteration 28Q: 17 clusters Score -1.099846e+08 nChanged 16449
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 67385 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 95994 members 
Mstep: Class 5 contains 76976 members 
Mstep: Class 6 contains 78853 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 10 contains 65185 members 
Mstep: Class 11 contains 67112 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 14 contains 75821 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 62235 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 19 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109984840.000000 Penalty: 52810.269531
Iteration 29Q: 17 clusters Score -1.099848e+08 nChanged 18666
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 66235 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 101352 members 
Mstep: Class 5 contains 77185 members 
Mstep: Class 6 contains 78656 members 
Mstep: Class 7 contains 1484 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 10 contains 65039 members 
Mstep: Class 11 contains 67229 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 14 contains 75188 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 57790 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 19 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109979408.000000 Penalty: 52810.269531
Iteration 30Q: 17 clusters Score -1.099794e+08 nChanged 19767
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 65673 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 102811 members 
Mstep: Class 5 contains 77319 members 
Mstep: Class 6 contains 78578 members 
Mstep: Class 7 contains 1514 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 10 contains 65754 members 
Mstep: Class 11 contains 67452 members 
Mstep: Class 12 contains 8190 members 
Mstep: Class 14 contains 74468 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 55558 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 19 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109977280.000000 Penalty: 52810.269531
Iteration 31Q: 17 clusters Score -1.099773e+08 nChanged 17117
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 65245 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 102117 members 
Mstep: Class 5 contains 77701 members 
Mstep: Class 6 contains 78598 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 10 contains 66262 members 
Mstep: Class 11 contains 67759 members 
Mstep: Class 12 contains 9165 members 
Mstep: Class 14 contains 74252 members 
Mstep: Class 15 contains 936 members 
Mstep: Class 16 contains 54676 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 19 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109979472.000000 Penalty: 52810.269531
Iteration 32Q: 17 clusters Score -1.099795e+08 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 64936 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 101748 members 
Mstep: Class 5 contains 78042 members 
Mstep: Class 6 contains 78629 members 
Mstep: Class 7 contains 1603 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 10 contains 66486 members 
Mstep: Class 11 contains 67992 members 
Mstep: Class 12 contains 9957 members 
Mstep: Class 14 contains 73981 members 
Mstep: Class 15 contains 936 members 
Mstep: Class 16 contains 53961 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 19 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109979840.000000 Penalty: 52810.269531
Iteration 33Q: 17 clusters Score -1.099798e+08 nChanged 13855
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 64682 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 101276 members 
Mstep: Class 5 contains 78355 members 
Mstep: Class 6 contains 78623 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 10 contains 66554 members 
Mstep: Class 11 contains 68298 members 
Mstep: Class 12 contains 10734 members 
Mstep: Class 14 contains 73767 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 53403 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 19 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109981848.000000 Penalty: 52810.269531
Iteration 34Q: 17 clusters Score -1.099818e+08 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 64385 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 101026 members 
Mstep: Class 5 contains 78479 members 
Mstep: Class 6 contains 78509 members 
Mstep: Class 7 contains 1677 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 10 contains 66502 members 
Mstep: Class 11 contains 68608 members 
Mstep: Class 12 contains 11439 members 
Mstep: Class 14 contains 73738 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 16 contains 52971 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 19 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109982888.000000 Penalty: 52810.269531
Iteration 35Q: 17 clusters Score -1.099829e+08 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 64236 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 100773 members 
Mstep: Class 5 contains 78621 members 
Mstep: Class 6 contains 78500 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 10 contains 66398 members 
Mstep: Class 11 contains 68860 members 
Mstep: Class 12 contains 12228 members 
Mstep: Class 14 contains 73442 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 52569 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 19 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109984064.000000 Penalty: 52810.269531
Iteration 36Q: 17 clusters Score -1.099841e+08 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 64055 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 100521 members 
Mstep: Class 5 contains 78791 members 
Mstep: Class 6 contains 78446 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 10 contains 66416 members 
Mstep: Class 11 contains 68930 members 
Mstep: Class 12 contains 13000 members 
Mstep: Class 14 contains 73290 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 16 contains 52158 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 19 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109984272.000000 Penalty: 52810.269531
Iteration 37Q: 17 clusters Score -1.099843e+08 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 63845 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 99996 members 
Mstep: Class 5 contains 78797 members 
Mstep: Class 6 contains 78414 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 10 contains 66571 members 
Mstep: Class 11 contains 68846 members 
Mstep: Class 12 contains 13844 members 
Mstep: Class 14 contains 73109 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 16 contains 52171 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 19 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109985872.000000 Penalty: 52810.269531
Iteration 38Q: 17 clusters Score -1.099859e+08 nChanged 11306
Entering ConstructFrom: 
Score: -109985872.000000 Penalty: 52810.269531
Entering ConstructFrom: 
Trying to split cluster 1 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -110448.710938 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -110448.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -108818.796875 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -108818.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -109173.062500 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -109173.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -109278.203125 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -109278.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -109319.109375 Penalty: 3204.112793
	Iteration 3Q: 3 clusters Score -109319.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -109347.203125 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -109347.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -109407.515625 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -109407.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -109476.851562 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -109476.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -109514.398438 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -109514.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -109533.640625 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -109533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -109539.695312 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -109539.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -109548.492188 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -109548.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -109580.914062 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -109580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -109614.117188 Penalty: 3204.112793
	Iteration 12Q: 3 clusters Score -109614.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109641.351562 Penalty: 3204.112793
	Iteration 13Q: 3 clusters Score -109641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -109675.945312 Penalty: 3204.112793
	Iteration 14Q: 3 clusters Score -109675.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -109713.359375 Penalty: 3204.112793
	Iteration 15Q: 3 clusters Score -109713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109732.820312 Penalty: 3204.112793
	Iteration 16Q: 3 clusters Score -109732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109735.835938 Penalty: 3204.112793
	Iteration 17Q: 3 clusters Score -109735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109738.937500 Penalty: 3204.112793
	Iteration 18Q: 3 clusters Score -109738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109745.484375 Penalty: 3204.112793
	Iteration 19Q: 3 clusters Score -109745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109745.484375 Penalty: 3204.112793
	Iteration 20F: 3 clusters Score -109745.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Entering Unmasked Estep 
Score: -11765244.000000 Penalty: 2742.815430
	Iteration 0F: 2 clusters Score -1.176524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -11733189.000000 Penalty: 5485.630859
	Iteration 0F: 3 clusters Score -1.173319e+07 nChanged 29708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -11750121.000000 Penalty: 5485.630859
	Iteration 1F: 3 clusters Score -1.175012e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -11750935.000000 Penalty: 5485.630859
	Iteration 2Q: 3 clusters Score -1.175094e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -11751768.000000 Penalty: 5485.630859
	Iteration 3Q: 3 clusters Score -1.175177e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -11752636.000000 Penalty: 5485.630859
	Iteration 4Q: 3 clusters Score -1.175264e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -11753859.000000 Penalty: 5485.630859
	Iteration 5Q: 3 clusters Score -1.175386e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -11755348.000000 Penalty: 5485.630859
	Iteration 6Q: 3 clusters Score -1.175535e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -11757369.000000 Penalty: 5485.630859
	Iteration 7F: 3 clusters Score -1.175737e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -11759783.000000 Penalty: 5485.630859
	Iteration 8F: 3 clusters Score -1.175978e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -11762052.000000 Penalty: 5485.630859
	Iteration 9F: 3 clusters Score -1.176205e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -11763561.000000 Penalty: 5485.630859
	Iteration 10Q: 3 clusters Score -1.176356e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -11764159.000000 Penalty: 5485.630859
	Iteration 11Q: 3 clusters Score -1.176416e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -11764426.000000 Penalty: 5485.630859
	Iteration 12Q: 3 clusters Score -1.176443e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -11764474.000000 Penalty: 5485.630859
	Iteration 13Q: 3 clusters Score -1.176447e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -11764490.000000 Penalty: 5485.630859
	Iteration 14Q: 3 clusters Score -1.176449e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -11764520.000000 Penalty: 5485.630859
	Iteration 15Q: 3 clusters Score -1.176452e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -11764534.000000 Penalty: 5485.630859
	Iteration 16Q: 3 clusters Score -1.176453e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -11764497.000000 Penalty: 5485.630859
	Iteration 17Q: 3 clusters Score -1.17645e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -11764516.000000 Penalty: 5485.630859
	Iteration 18Q: 3 clusters Score -1.176452e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -11764501.000000 Penalty: 5485.630859
	Iteration 19Q: 3 clusters Score -1.17645e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -11764545.000000 Penalty: 5485.630859
	Iteration 20F: 3 clusters Score -1.176454e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -11764574.000000 Penalty: 5485.630859
	Iteration 21Q: 3 clusters Score -1.176457e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -11764675.000000 Penalty: 5485.630859
	Iteration 22Q: 3 clusters Score -1.176468e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -11764739.000000 Penalty: 5485.630859
	Iteration 23Q: 3 clusters Score -1.176474e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -11764795.000000 Penalty: 5485.630859
	Iteration 24Q: 3 clusters Score -1.17648e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -11764858.000000 Penalty: 5485.630859
	Iteration 25Q: 3 clusters Score -1.176486e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -11764949.000000 Penalty: 5485.630859
	Iteration 26Q: 3 clusters Score -1.176495e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -11765010.000000 Penalty: 5485.630859
	Iteration 27Q: 3 clusters Score -1.176501e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -11765063.000000 Penalty: 5485.630859
	Iteration 28Q: 3 clusters Score -1.176506e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -11765120.000000 Penalty: 5485.630859
	Iteration 29Q: 3 clusters Score -1.176512e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -11765156.000000 Penalty: 5485.630859
	Iteration 30Q: 3 clusters Score -1.176516e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -11765225.000000 Penalty: 5485.630859
	Iteration 31Q: 3 clusters Score -1.176522e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -11765272.000000 Penalty: 5485.630859
	Iteration 32Q: 3 clusters Score -1.176527e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -11765351.000000 Penalty: 5485.630859
	Iteration 33Q: 3 clusters Score -1.176535e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -11765454.000000 Penalty: 5485.630859
	Iteration 34Q: 3 clusters Score -1.176545e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -11765490.000000 Penalty: 5485.630859
	Iteration 35Q: 3 clusters Score -1.176549e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -11765578.000000 Penalty: 5485.630859
	Iteration 36Q: 3 clusters Score -1.176558e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -11765709.000000 Penalty: 5485.630859
	Iteration 37Q: 3 clusters Score -1.176571e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -11765772.000000 Penalty: 5485.630859
	Iteration 38Q: 3 clusters Score -1.176577e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -11765860.000000 Penalty: 5485.630859
	Iteration 39Q: 3 clusters Score -1.176586e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -11765955.000000 Penalty: 5485.630859
	Iteration 40F: 3 clusters Score -1.176596e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -11766050.000000 Penalty: 5485.630859
	Iteration 41Q: 3 clusters Score -1.176605e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -11766098.000000 Penalty: 5485.630859
	Iteration 42Q: 3 clusters Score -1.17661e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -11766184.000000 Penalty: 5485.630859
	Iteration 43Q: 3 clusters Score -1.176618e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -11766281.000000 Penalty: 5485.630859
	Iteration 44Q: 3 clusters Score -1.176628e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -11766424.000000 Penalty: 5485.630859
	Iteration 45Q: 3 clusters Score -1.176642e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -11766526.000000 Penalty: 5485.630859
	Iteration 46Q: 3 clusters Score -1.176653e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -11766658.000000 Penalty: 5485.630859
	Iteration 47Q: 3 clusters Score -1.176666e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -11766769.000000 Penalty: 5485.630859
	Iteration 48Q: 3 clusters Score -1.176677e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -11766864.000000 Penalty: 5485.630859
	Iteration 49Q: 3 clusters Score -1.176686e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -11766962.000000 Penalty: 5485.630859
	Iteration 50Q: 3 clusters Score -1.176696e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -11767025.000000 Penalty: 5485.630859
	Iteration 51Q: 3 clusters Score -1.176702e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -11767068.000000 Penalty: 5485.630859
	Iteration 52Q: 3 clusters Score -1.176707e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -11767123.000000 Penalty: 5485.630859
	Iteration 53Q: 3 clusters Score -1.176712e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -11767199.000000 Penalty: 5485.630859
	Iteration 54Q: 3 clusters Score -1.17672e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -11767256.000000 Penalty: 5485.630859
	Iteration 55Q: 3 clusters Score -1.176726e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -11767300.000000 Penalty: 5485.630859
	Iteration 56Q: 3 clusters Score -1.17673e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -11767350.000000 Penalty: 5485.630859
	Iteration 57Q: 3 clusters Score -1.176735e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -11767399.000000 Penalty: 5485.630859
	Iteration 58Q: 3 clusters Score -1.17674e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -11767416.000000 Penalty: 5485.630859
	Iteration 59Q: 3 clusters Score -1.176742e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -11767436.000000 Penalty: 5485.630859
	Iteration 60F: 3 clusters Score -1.176744e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -11767509.000000 Penalty: 5485.630859
	Iteration 61Q: 3 clusters Score -1.176751e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -11767575.000000 Penalty: 5485.630859
	Iteration 62Q: 3 clusters Score -1.176758e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -11767586.000000 Penalty: 5485.630859
	Iteration 63Q: 3 clusters Score -1.176759e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -11767619.000000 Penalty: 5485.630859
	Iteration 64Q: 3 clusters Score -1.176762e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -11767653.000000 Penalty: 5485.630859
	Iteration 65Q: 3 clusters Score -1.176765e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -11767708.000000 Penalty: 5485.630859
	Iteration 66Q: 3 clusters Score -1.176771e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -11767756.000000 Penalty: 5485.630859
	Iteration 67Q: 3 clusters Score -1.176776e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -11767807.000000 Penalty: 5485.630859
	Iteration 68Q: 3 clusters Score -1.176781e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -11767864.000000 Penalty: 5485.630859
	Iteration 69Q: 3 clusters Score -1.176786e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -11767888.000000 Penalty: 5485.630859
	Iteration 70Q: 3 clusters Score -1.176789e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -11767928.000000 Penalty: 5485.630859
	Iteration 71Q: 3 clusters Score -1.176793e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -11767949.000000 Penalty: 5485.630859
	Iteration 72Q: 3 clusters Score -1.176795e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -11768004.000000 Penalty: 5485.630859
	Iteration 73Q: 3 clusters Score -1.1768e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -11768001.000000 Penalty: 5485.630859
	Iteration 74Q: 3 clusters Score -1.1768e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -11768043.000000 Penalty: 5485.630859
	Iteration 75Q: 3 clusters Score -1.176804e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -11768080.000000 Penalty: 5485.630859
	Iteration 76Q: 3 clusters Score -1.176808e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -11768130.000000 Penalty: 5485.630859
	Iteration 77Q: 3 clusters Score -1.176813e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -11768120.000000 Penalty: 5485.630859
	Iteration 78Q: 3 clusters Score -1.176812e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -11768149.000000 Penalty: 5485.630859
	Iteration 79Q: 3 clusters Score -1.176815e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -11768165.000000 Penalty: 5485.630859
	Iteration 80F: 3 clusters Score -1.176816e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -11768192.000000 Penalty: 5485.630859
	Iteration 81Q: 3 clusters Score -1.176819e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -11768166.000000 Penalty: 5485.630859
	Iteration 82Q: 3 clusters Score -1.176817e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -11768158.000000 Penalty: 5485.630859
	Iteration 83Q: 3 clusters Score -1.176816e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -11768175.000000 Penalty: 5485.630859
	Iteration 84Q: 3 clusters Score -1.176818e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -11768206.000000 Penalty: 5485.630859
	Iteration 85Q: 3 clusters Score -1.176821e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -11768221.000000 Penalty: 5485.630859
	Iteration 86Q: 3 clusters Score -1.176822e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -11768224.000000 Penalty: 5485.630859
	Iteration 87Q: 3 clusters Score -1.176822e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -11768252.000000 Penalty: 5485.630859
	Iteration 88Q: 3 clusters Score -1.176825e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -11768258.000000 Penalty: 5485.630859
	Iteration 89Q: 3 clusters Score -1.176826e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -11768267.000000 Penalty: 5485.630859
	Iteration 90Q: 3 clusters Score -1.176827e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -11768260.000000 Penalty: 5485.630859
	Iteration 91Q: 3 clusters Score -1.176826e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -11768273.000000 Penalty: 5485.630859
	Iteration 92Q: 3 clusters Score -1.176827e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -11768282.000000 Penalty: 5485.630859
	Iteration 93Q: 3 clusters Score -1.176828e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -11768266.000000 Penalty: 5485.630859
	Iteration 94Q: 3 clusters Score -1.176827e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -11768286.000000 Penalty: 5485.630859
	Iteration 95Q: 3 clusters Score -1.176829e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -11768301.000000 Penalty: 5485.630859
	Iteration 96Q: 3 clusters Score -1.17683e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -11768299.000000 Penalty: 5485.630859
	Iteration 97Q: 3 clusters Score -1.17683e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -11768282.000000 Penalty: 5485.630859
	Iteration 98Q: 3 clusters Score -1.176828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -11768293.000000 Penalty: 5485.630859
	Iteration 99Q: 3 clusters Score -1.176829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -11768276.000000 Penalty: 5485.630859
	Iteration 100F: 3 clusters Score -1.176828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -11768271.000000 Penalty: 5485.630859
	Iteration 101Q: 3 clusters Score -1.176827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -11768275.000000 Penalty: 5485.630859
	Iteration 102Q: 3 clusters Score -1.176828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -11768292.000000 Penalty: 5485.630859
	Iteration 103Q: 3 clusters Score -1.176829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -11768269.000000 Penalty: 5485.630859
	Iteration 104Q: 3 clusters Score -1.176827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -11768277.000000 Penalty: 5485.630859
	Iteration 105Q: 3 clusters Score -1.176828e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -11768297.000000 Penalty: 5485.630859
	Iteration 106Q: 3 clusters Score -1.17683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -11768286.000000 Penalty: 5485.630859
	Iteration 107Q: 3 clusters Score -1.176829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -11768288.000000 Penalty: 5485.630859
	Iteration 108Q: 3 clusters Score -1.176829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -11768285.000000 Penalty: 5485.630859
	Iteration 109Q: 3 clusters Score -1.176828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -11768281.000000 Penalty: 5485.630859
	Iteration 110Q: 3 clusters Score -1.176828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -11768307.000000 Penalty: 5485.630859
	Iteration 111Q: 3 clusters Score -1.176831e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -11768289.000000 Penalty: 5485.630859
	Iteration 112Q: 3 clusters Score -1.176829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -11768291.000000 Penalty: 5485.630859
	Iteration 113Q: 3 clusters Score -1.176829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -11768296.000000 Penalty: 5485.630859
	Iteration 114Q: 3 clusters Score -1.17683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -11768295.000000 Penalty: 5485.630859
	Iteration 115Q: 3 clusters Score -1.17683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -11768290.000000 Penalty: 5485.630859
	Iteration 116Q: 3 clusters Score -1.176829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -11768295.000000 Penalty: 5485.630859
	Iteration 117Q: 3 clusters Score -1.17683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -11768313.000000 Penalty: 5485.630859
	Iteration 118Q: 3 clusters Score -1.176831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -11768309.000000 Penalty: 5485.630859
	Iteration 119Q: 3 clusters Score -1.176831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -11768332.000000 Penalty: 5485.630859
	Iteration 120F: 3 clusters Score -1.176833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -11768337.000000 Penalty: 5485.630859
	Iteration 121Q: 3 clusters Score -1.176834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -11768325.000000 Penalty: 5485.630859
	Iteration 122Q: 3 clusters Score -1.176832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -11768323.000000 Penalty: 5485.630859
	Iteration 123Q: 3 clusters Score -1.176832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -11768324.000000 Penalty: 5485.630859
	Iteration 124Q: 3 clusters Score -1.176832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -11768319.000000 Penalty: 5485.630859
	Iteration 125Q: 3 clusters Score -1.176832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -11768313.000000 Penalty: 5485.630859
	Iteration 126Q: 3 clusters Score -1.176831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -11768320.000000 Penalty: 5485.630859
	Iteration 127Q: 3 clusters Score -1.176832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -11768320.000000 Penalty: 5485.630859
	Iteration 128F: 3 clusters Score -1.176832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49426 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 99474 members 
Mstep: Class 5 contains 78876 members 
Mstep: Class 6 contains 78311 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 14134 members 
Mstep: Class 10 contains 66711 members 
Mstep: Class 11 contains 68749 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 14 contains 72977 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 16 contains 52108 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 19 contains 1142 members 
Entering Unmasked Estep 
Score: -109989152.000000 Penalty: 56110.914062
Splitting cluster 2 changes total score from -109985872.000000 to -109989152.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -98942.007812 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -98942.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -97483.343750 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -97483.34 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98245.929688 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -98245.93 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100056.609375 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -100056.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -102684.359375 Penalty: 3423.261719
	Iteration 3F: 3 clusters Score -102684.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -103885.664062 Penalty: 3423.261719
	Iteration 4F: 3 clusters Score -103885.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -104061.101562 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -104061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -104097.421875 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -104097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -104135.765625 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -104135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104147.890625 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -104147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -104157.117188 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -104157.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -104158.093750 Penalty: 3423.261719
	Iteration 10F: 3 clusters Score -104158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -104164.390625 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -104164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104171.929688 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -104171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -104186.617188 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -104186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -104214.453125 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -104214.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -104233.742188 Penalty: 3423.261719
	Iteration 15Q: 3 clusters Score -104233.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -104235.671875 Penalty: 3423.261719
	Iteration 16Q: 3 clusters Score -104235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -104235.671875 Penalty: 3423.261719
	Iteration 17F: 3 clusters Score -104235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49426 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 99474 members 
Mstep: Class 5 contains 78876 members 
Mstep: Class 6 contains 78311 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 14134 members 
Mstep: Class 10 contains 66711 members 
Mstep: Class 11 contains 68749 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 13 contains 324 members 
Mstep: Class 14 contains 72977 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 16 contains 52108 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 19 contains 1142 members 
Entering Unmasked Estep 
Score: -109992904.000000 Penalty: 59411.554688
Splitting cluster 3 changes total score from -109985872.000000 to -109992904.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 4 (99474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99474 members 
Entering Unmasked Estep 
Score: -18164236.000000 Penalty: 2853.897461
	Iteration 0F: 2 clusters Score -1.816424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -18122822.000000 Penalty: 5707.794922
	Iteration 0F: 3 clusters Score -1.812282e+07 nChanged 46894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -18149220.000000 Penalty: 5707.794922
	Iteration 1F: 3 clusters Score -1.814922e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -18150008.000000 Penalty: 5707.794922
	Iteration 2Q: 3 clusters Score -1.815001e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -18150790.000000 Penalty: 5707.794922
	Iteration 3Q: 3 clusters Score -1.815079e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -18151752.000000 Penalty: 5707.794922
	Iteration 4Q: 3 clusters Score -1.815175e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -18152974.000000 Penalty: 5707.794922
	Iteration 5Q: 3 clusters Score -1.815297e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -18154514.000000 Penalty: 5707.794922
	Iteration 6Q: 3 clusters Score -1.815451e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -18156302.000000 Penalty: 5707.794922
	Iteration 7Q: 3 clusters Score -1.81563e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -18158652.000000 Penalty: 5707.794922
	Iteration 8Q: 3 clusters Score -1.815865e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -18161298.000000 Penalty: 5707.794922
	Iteration 9F: 3 clusters Score -1.81613e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -18163846.000000 Penalty: 5707.794922
	Iteration 10F: 3 clusters Score -1.816385e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -18166162.000000 Penalty: 5707.794922
	Iteration 11F: 3 clusters Score -1.816616e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -18168394.000000 Penalty: 5707.794922
	Iteration 12Q: 3 clusters Score -1.816839e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -18169944.000000 Penalty: 5707.794922
	Iteration 13Q: 3 clusters Score -1.816994e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -18171004.000000 Penalty: 5707.794922
	Iteration 14Q: 3 clusters Score -1.8171e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -18171862.000000 Penalty: 5707.794922
	Iteration 15Q: 3 clusters Score -1.817186e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -18172210.000000 Penalty: 5707.794922
	Iteration 16Q: 3 clusters Score -1.817221e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -18172424.000000 Penalty: 5707.794922
	Iteration 17Q: 3 clusters Score -1.817242e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -18172646.000000 Penalty: 5707.794922
	Iteration 18Q: 3 clusters Score -1.817265e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -18172786.000000 Penalty: 5707.794922
	Iteration 19Q: 3 clusters Score -1.817279e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -18172932.000000 Penalty: 5707.794922
	Iteration 20F: 3 clusters Score -1.817293e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -18173050.000000 Penalty: 5707.794922
	Iteration 21Q: 3 clusters Score -1.817305e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -18173132.000000 Penalty: 5707.794922
	Iteration 22Q: 3 clusters Score -1.817313e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -18173196.000000 Penalty: 5707.794922
	Iteration 23Q: 3 clusters Score -1.81732e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -18173184.000000 Penalty: 5707.794922
	Iteration 24Q: 3 clusters Score -1.817318e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -18173246.000000 Penalty: 5707.794922
	Iteration 25Q: 3 clusters Score -1.817325e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -18173310.000000 Penalty: 5707.794922
	Iteration 26Q: 3 clusters Score -1.817331e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -18173410.000000 Penalty: 5707.794922
	Iteration 27Q: 3 clusters Score -1.817341e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -18173466.000000 Penalty: 5707.794922
	Iteration 28Q: 3 clusters Score -1.817347e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -18173508.000000 Penalty: 5707.794922
	Iteration 29Q: 3 clusters Score -1.817351e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -18173530.000000 Penalty: 5707.794922
	Iteration 30Q: 3 clusters Score -1.817353e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -18173544.000000 Penalty: 5707.794922
	Iteration 31Q: 3 clusters Score -1.817354e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -18173548.000000 Penalty: 5707.794922
	Iteration 32Q: 3 clusters Score -1.817355e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -18173578.000000 Penalty: 5707.794922
	Iteration 33Q: 3 clusters Score -1.817358e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -18173648.000000 Penalty: 5707.794922
	Iteration 34Q: 3 clusters Score -1.817365e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -18173666.000000 Penalty: 5707.794922
	Iteration 35Q: 3 clusters Score -1.817367e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -18173696.000000 Penalty: 5707.794922
	Iteration 36Q: 3 clusters Score -1.81737e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -18173770.000000 Penalty: 5707.794922
	Iteration 37Q: 3 clusters Score -1.817377e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -18173786.000000 Penalty: 5707.794922
	Iteration 38Q: 3 clusters Score -1.817379e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -18173810.000000 Penalty: 5707.794922
	Iteration 39Q: 3 clusters Score -1.817381e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -18173766.000000 Penalty: 5707.794922
	Iteration 40F: 3 clusters Score -1.817377e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -18173752.000000 Penalty: 5707.794922
	Iteration 41Q: 3 clusters Score -1.817375e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -18173802.000000 Penalty: 5707.794922
	Iteration 42Q: 3 clusters Score -1.81738e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -18173818.000000 Penalty: 5707.794922
	Iteration 43Q: 3 clusters Score -1.817382e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -18173808.000000 Penalty: 5707.794922
	Iteration 44Q: 3 clusters Score -1.817381e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -18173818.000000 Penalty: 5707.794922
	Iteration 45Q: 3 clusters Score -1.817382e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -18173834.000000 Penalty: 5707.794922
	Iteration 46Q: 3 clusters Score -1.817383e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -18173812.000000 Penalty: 5707.794922
	Iteration 47Q: 3 clusters Score -1.817381e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -18173810.000000 Penalty: 5707.794922
	Iteration 48Q: 3 clusters Score -1.817381e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -18173758.000000 Penalty: 5707.794922
	Iteration 49Q: 3 clusters Score -1.817376e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -18173762.000000 Penalty: 5707.794922
	Iteration 50Q: 3 clusters Score -1.817376e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -18173806.000000 Penalty: 5707.794922
	Iteration 51Q: 3 clusters Score -1.817381e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -18173820.000000 Penalty: 5707.794922
	Iteration 52Q: 3 clusters Score -1.817382e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -18173828.000000 Penalty: 5707.794922
	Iteration 53Q: 3 clusters Score -1.817383e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -18173856.000000 Penalty: 5707.794922
	Iteration 54Q: 3 clusters Score -1.817386e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -18173894.000000 Penalty: 5707.794922
	Iteration 55Q: 3 clusters Score -1.817389e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -18173962.000000 Penalty: 5707.794922
	Iteration 56Q: 3 clusters Score -1.817396e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -18173964.000000 Penalty: 5707.794922
	Iteration 57Q: 3 clusters Score -1.817396e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -18173892.000000 Penalty: 5707.794922
	Iteration 58Q: 3 clusters Score -1.817389e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -18173922.000000 Penalty: 5707.794922
	Iteration 59Q: 3 clusters Score -1.817392e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -18174022.000000 Penalty: 5707.794922
	Iteration 60F: 3 clusters Score -1.817402e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -18173958.000000 Penalty: 5707.794922
	Iteration 61Q: 3 clusters Score -1.817396e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -18173878.000000 Penalty: 5707.794922
	Iteration 62Q: 3 clusters Score -1.817388e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -18173764.000000 Penalty: 5707.794922
	Iteration 63Q: 3 clusters Score -1.817376e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -18173606.000000 Penalty: 5707.794922
	Iteration 64Q: 3 clusters Score -1.817361e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -18173520.000000 Penalty: 5707.794922
	Iteration 65Q: 3 clusters Score -1.817352e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -18173166.000000 Penalty: 5707.794922
	Iteration 66Q: 3 clusters Score -1.817317e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -18172914.000000 Penalty: 5707.794922
	Iteration 67Q: 3 clusters Score -1.817291e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -18172526.000000 Penalty: 5707.794922
	Iteration 68Q: 3 clusters Score -1.817253e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -18172210.000000 Penalty: 5707.794922
	Iteration 69Q: 3 clusters Score -1.817221e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -18171920.000000 Penalty: 5707.794922
	Iteration 70Q: 3 clusters Score -1.817192e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -18171810.000000 Penalty: 5707.794922
	Iteration 71Q: 3 clusters Score -1.817181e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 80696 members 
Entering Unmasked Estep 
Score: -18171536.000000 Penalty: 5707.794922
	Iteration 72Q: 3 clusters Score -1.817154e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -18171404.000000 Penalty: 5707.794922
	Iteration 73Q: 3 clusters Score -1.81714e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -18171260.000000 Penalty: 5707.794922
	Iteration 74Q: 3 clusters Score -1.817126e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -18171118.000000 Penalty: 5707.794922
	Iteration 75Q: 3 clusters Score -1.817112e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -18170870.000000 Penalty: 5707.794922
	Iteration 76Q: 3 clusters Score -1.817087e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -18170730.000000 Penalty: 5707.794922
	Iteration 77Q: 3 clusters Score -1.817073e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -18170558.000000 Penalty: 5707.794922
	Iteration 78Q: 3 clusters Score -1.817056e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -18170460.000000 Penalty: 5707.794922
	Iteration 79Q: 3 clusters Score -1.817046e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 84724 members 
Entering Unmasked Estep 
Score: -18170250.000000 Penalty: 5707.794922
	Iteration 80F: 3 clusters Score -1.817025e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -18170214.000000 Penalty: 5707.794922
	Iteration 81Q: 3 clusters Score -1.817021e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 85412 members 
Entering Unmasked Estep 
Score: -18170152.000000 Penalty: 5707.794922
	Iteration 82Q: 3 clusters Score -1.817015e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -18170068.000000 Penalty: 5707.794922
	Iteration 83Q: 3 clusters Score -1.817007e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -18170052.000000 Penalty: 5707.794922
	Iteration 84Q: 3 clusters Score -1.817005e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -18169968.000000 Penalty: 5707.794922
	Iteration 85Q: 3 clusters Score -1.816997e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -18169924.000000 Penalty: 5707.794922
	Iteration 86Q: 3 clusters Score -1.816992e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -18169756.000000 Penalty: 5707.794922
	Iteration 87Q: 3 clusters Score -1.816976e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 87044 members 
Entering Unmasked Estep 
Score: -18169654.000000 Penalty: 5707.794922
	Iteration 88Q: 3 clusters Score -1.816965e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -18169618.000000 Penalty: 5707.794922
	Iteration 89Q: 3 clusters Score -1.816962e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
Score: -18169562.000000 Penalty: 5707.794922
	Iteration 90Q: 3 clusters Score -1.816956e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -18169526.000000 Penalty: 5707.794922
	Iteration 91Q: 3 clusters Score -1.816953e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -18169460.000000 Penalty: 5707.794922
	Iteration 92Q: 3 clusters Score -1.816946e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 88005 members 
Entering Unmasked Estep 
Score: -18169538.000000 Penalty: 5707.794922
	Iteration 93Q: 3 clusters Score -1.816954e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -18169500.000000 Penalty: 5707.794922
	Iteration 94Q: 3 clusters Score -1.81695e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -18169448.000000 Penalty: 5707.794922
	Iteration 95Q: 3 clusters Score -1.816945e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -18169400.000000 Penalty: 5707.794922
	Iteration 96Q: 3 clusters Score -1.81694e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -18169370.000000 Penalty: 5707.794922
	Iteration 97Q: 3 clusters Score -1.816937e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 88666 members 
Entering Unmasked Estep 
Score: -18169424.000000 Penalty: 5707.794922
	Iteration 98Q: 3 clusters Score -1.816942e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -18169446.000000 Penalty: 5707.794922
	Iteration 99Q: 3 clusters Score -1.816945e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -18169460.000000 Penalty: 5707.794922
	Iteration 100F: 3 clusters Score -1.816946e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -18169448.000000 Penalty: 5707.794922
	Iteration 101Q: 3 clusters Score -1.816945e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -18169492.000000 Penalty: 5707.794922
	Iteration 102Q: 3 clusters Score -1.816949e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 89288 members 
Entering Unmasked Estep 
Score: -18169452.000000 Penalty: 5707.794922
	Iteration 103Q: 3 clusters Score -1.816945e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -18169442.000000 Penalty: 5707.794922
	Iteration 104Q: 3 clusters Score -1.816944e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -18169420.000000 Penalty: 5707.794922
	Iteration 105Q: 3 clusters Score -1.816942e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -18169406.000000 Penalty: 5707.794922
	Iteration 106Q: 3 clusters Score -1.816941e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 89686 members 
Entering Unmasked Estep 
Score: -18169402.000000 Penalty: 5707.794922
	Iteration 107Q: 3 clusters Score -1.81694e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -18169380.000000 Penalty: 5707.794922
	Iteration 108Q: 3 clusters Score -1.816938e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -18169404.000000 Penalty: 5707.794922
	Iteration 109Q: 3 clusters Score -1.81694e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -18169416.000000 Penalty: 5707.794922
	Iteration 110Q: 3 clusters Score -1.816942e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -18169362.000000 Penalty: 5707.794922
	Iteration 111Q: 3 clusters Score -1.816936e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 90057 members 
Entering Unmasked Estep 
Score: -18169372.000000 Penalty: 5707.794922
	Iteration 112Q: 3 clusters Score -1.816937e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 90131 members 
Entering Unmasked Estep 
Score: -18169360.000000 Penalty: 5707.794922
	Iteration 113Q: 3 clusters Score -1.816936e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 90201 members 
Entering Unmasked Estep 
Score: -18169374.000000 Penalty: 5707.794922
	Iteration 114Q: 3 clusters Score -1.816937e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -18169384.000000 Penalty: 5707.794922
	Iteration 115Q: 3 clusters Score -1.816938e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -18169404.000000 Penalty: 5707.794922
	Iteration 116Q: 3 clusters Score -1.81694e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -18169430.000000 Penalty: 5707.794922
	Iteration 117Q: 3 clusters Score -1.816943e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 90426 members 
Entering Unmasked Estep 
Score: -18169388.000000 Penalty: 5707.794922
	Iteration 118Q: 3 clusters Score -1.816939e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -18169394.000000 Penalty: 5707.794922
	Iteration 119Q: 3 clusters Score -1.816939e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 90553 members 
Entering Unmasked Estep 
Score: -18169388.000000 Penalty: 5707.794922
	Iteration 120F: 3 clusters Score -1.816939e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -18169378.000000 Penalty: 5707.794922
	Iteration 121Q: 3 clusters Score -1.816938e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -18169366.000000 Penalty: 5707.794922
	Iteration 122Q: 3 clusters Score -1.816937e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -18169386.000000 Penalty: 5707.794922
	Iteration 123Q: 3 clusters Score -1.816939e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 90835 members 
Entering Unmasked Estep 
Score: -18169408.000000 Penalty: 5707.794922
	Iteration 124Q: 3 clusters Score -1.816941e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 90902 members 
Entering Unmasked Estep 
Score: -18169428.000000 Penalty: 5707.794922
	Iteration 125Q: 3 clusters Score -1.816943e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -18169414.000000 Penalty: 5707.794922
	Iteration 126Q: 3 clusters Score -1.816941e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 91035 members 
Entering Unmasked Estep 
Score: -18169400.000000 Penalty: 5707.794922
	Iteration 127Q: 3 clusters Score -1.81694e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -18169418.000000 Penalty: 5707.794922
	Iteration 128Q: 3 clusters Score -1.816942e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -18169384.000000 Penalty: 5707.794922
	Iteration 129Q: 3 clusters Score -1.816938e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -18169350.000000 Penalty: 5707.794922
	Iteration 130Q: 3 clusters Score -1.816935e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 91286 members 
Entering Unmasked Estep 
Score: -18169336.000000 Penalty: 5707.794922
	Iteration 131Q: 3 clusters Score -1.816934e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -18169356.000000 Penalty: 5707.794922
	Iteration 132Q: 3 clusters Score -1.816936e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -18169308.000000 Penalty: 5707.794922
	Iteration 133Q: 3 clusters Score -1.816931e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -18169304.000000 Penalty: 5707.794922
	Iteration 134Q: 3 clusters Score -1.81693e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -18169278.000000 Penalty: 5707.794922
	Iteration 135Q: 3 clusters Score -1.816928e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -18169260.000000 Penalty: 5707.794922
	Iteration 136Q: 3 clusters Score -1.816926e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -18169258.000000 Penalty: 5707.794922
	Iteration 137Q: 3 clusters Score -1.816926e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -18169248.000000 Penalty: 5707.794922
	Iteration 138Q: 3 clusters Score -1.816925e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -18169236.000000 Penalty: 5707.794922
	Iteration 139Q: 3 clusters Score -1.816924e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -18169258.000000 Penalty: 5707.794922
	Iteration 140F: 3 clusters Score -1.816926e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 91849 members 
Entering Unmasked Estep 
Score: -18169254.000000 Penalty: 5707.794922
	Iteration 141Q: 3 clusters Score -1.816925e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 91888 members 
Entering Unmasked Estep 
Score: -18169258.000000 Penalty: 5707.794922
	Iteration 142Q: 3 clusters Score -1.816926e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 91929 members 
Entering Unmasked Estep 
Score: -18169250.000000 Penalty: 5707.794922
	Iteration 143Q: 3 clusters Score -1.816925e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -18169284.000000 Penalty: 5707.794922
	Iteration 144Q: 3 clusters Score -1.816928e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 92028 members 
Entering Unmasked Estep 
Score: -18169246.000000 Penalty: 5707.794922
	Iteration 145Q: 3 clusters Score -1.816925e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -18169256.000000 Penalty: 5707.794922
	Iteration 146Q: 3 clusters Score -1.816926e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -18169280.000000 Penalty: 5707.794922
	Iteration 147Q: 3 clusters Score -1.816928e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 92149 members 
Entering Unmasked Estep 
Score: -18169266.000000 Penalty: 5707.794922
	Iteration 148Q: 3 clusters Score -1.816927e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -18169244.000000 Penalty: 5707.794922
	Iteration 149Q: 3 clusters Score -1.816924e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -18169278.000000 Penalty: 5707.794922
	Iteration 150Q: 3 clusters Score -1.816928e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 92283 members 
Entering Unmasked Estep 
Score: -18169278.000000 Penalty: 5707.794922
	Iteration 151Q: 3 clusters Score -1.816928e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -18169264.000000 Penalty: 5707.794922
	Iteration 152Q: 3 clusters Score -1.816926e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -18169310.000000 Penalty: 5707.794922
	Iteration 153Q: 3 clusters Score -1.816931e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -18169344.000000 Penalty: 5707.794922
	Iteration 154Q: 3 clusters Score -1.816934e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 92448 members 
Entering Unmasked Estep 
Score: -18169318.000000 Penalty: 5707.794922
	Iteration 155Q: 3 clusters Score -1.816932e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 92492 members 
Entering Unmasked Estep 
Score: -18169316.000000 Penalty: 5707.794922
	Iteration 156Q: 3 clusters Score -1.816932e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -18169334.000000 Penalty: 5707.794922
	Iteration 157Q: 3 clusters Score -1.816933e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 92559 members 
Entering Unmasked Estep 
Score: -18169330.000000 Penalty: 5707.794922
	Iteration 158Q: 3 clusters Score -1.816933e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 92591 members 
Entering Unmasked Estep 
Score: -18169340.000000 Penalty: 5707.794922
	Iteration 159Q: 3 clusters Score -1.816934e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 92622 members 
Entering Unmasked Estep 
Score: -18169338.000000 Penalty: 5707.794922
	Iteration 160F: 3 clusters Score -1.816934e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
Score: -18169358.000000 Penalty: 5707.794922
	Iteration 161Q: 3 clusters Score -1.816936e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -18169390.000000 Penalty: 5707.794922
	Iteration 162Q: 3 clusters Score -1.816939e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -18169392.000000 Penalty: 5707.794922
	Iteration 163Q: 3 clusters Score -1.816939e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 92785 members 
Entering Unmasked Estep 
Score: -18169368.000000 Penalty: 5707.794922
	Iteration 164Q: 3 clusters Score -1.816937e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -18169372.000000 Penalty: 5707.794922
	Iteration 165Q: 3 clusters Score -1.816937e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -18169368.000000 Penalty: 5707.794922
	Iteration 166Q: 3 clusters Score -1.816937e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -18169376.000000 Penalty: 5707.794922
	Iteration 167Q: 3 clusters Score -1.816938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 92895 members 
Entering Unmasked Estep 
Score: -18169354.000000 Penalty: 5707.794922
	Iteration 168Q: 3 clusters Score -1.816935e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
Score: -18169306.000000 Penalty: 5707.794922
	Iteration 169Q: 3 clusters Score -1.816931e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -18169252.000000 Penalty: 5707.794922
	Iteration 170Q: 3 clusters Score -1.816925e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -18169230.000000 Penalty: 5707.794922
	Iteration 171Q: 3 clusters Score -1.816923e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -18169218.000000 Penalty: 5707.794922
	Iteration 172Q: 3 clusters Score -1.816922e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -18169204.000000 Penalty: 5707.794922
	Iteration 173Q: 3 clusters Score -1.81692e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -18169210.000000 Penalty: 5707.794922
	Iteration 174Q: 3 clusters Score -1.816921e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -18169180.000000 Penalty: 5707.794922
	Iteration 175Q: 3 clusters Score -1.816918e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -18169108.000000 Penalty: 5707.794922
	Iteration 176Q: 3 clusters Score -1.816911e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -18169096.000000 Penalty: 5707.794922
	Iteration 177Q: 3 clusters Score -1.81691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -18169086.000000 Penalty: 5707.794922
	Iteration 178Q: 3 clusters Score -1.816909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -18169066.000000 Penalty: 5707.794922
	Iteration 179Q: 3 clusters Score -1.816907e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
Score: -18169078.000000 Penalty: 5707.794922
	Iteration 180F: 3 clusters Score -1.816908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -18169032.000000 Penalty: 5707.794922
	Iteration 181Q: 3 clusters Score -1.816903e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 93366 members 
Entering Unmasked Estep 
Score: -18169028.000000 Penalty: 5707.794922
	Iteration 182Q: 3 clusters Score -1.816903e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -18169038.000000 Penalty: 5707.794922
	Iteration 183Q: 3 clusters Score -1.816904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -18168988.000000 Penalty: 5707.794922
	Iteration 184Q: 3 clusters Score -1.816899e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -18168972.000000 Penalty: 5707.794922
	Iteration 185Q: 3 clusters Score -1.816897e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -18168958.000000 Penalty: 5707.794922
	Iteration 186Q: 3 clusters Score -1.816896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -18168950.000000 Penalty: 5707.794922
	Iteration 187Q: 3 clusters Score -1.816895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -18168940.000000 Penalty: 5707.794922
	Iteration 188Q: 3 clusters Score -1.816894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -18168970.000000 Penalty: 5707.794922
	Iteration 189Q: 3 clusters Score -1.816897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -18168954.000000 Penalty: 5707.794922
	Iteration 190Q: 3 clusters Score -1.816895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -18168970.000000 Penalty: 5707.794922
	Iteration 191Q: 3 clusters Score -1.816897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 93540 members 
Entering Unmasked Estep 
Score: -18168942.000000 Penalty: 5707.794922
	Iteration 192Q: 3 clusters Score -1.816894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -18168926.000000 Penalty: 5707.794922
	Iteration 193Q: 3 clusters Score -1.816893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -18168920.000000 Penalty: 5707.794922
	Iteration 194Q: 3 clusters Score -1.816892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 93562 members 
Entering Unmasked Estep 
Score: -18168916.000000 Penalty: 5707.794922
	Iteration 195Q: 3 clusters Score -1.816892e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
Score: -18168890.000000 Penalty: 5707.794922
	Iteration 196Q: 3 clusters Score -1.816889e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 93588 members 
Entering Unmasked Estep 
Score: -18168892.000000 Penalty: 5707.794922
	Iteration 197Q: 3 clusters Score -1.816889e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -18168882.000000 Penalty: 5707.794922
	Iteration 198Q: 3 clusters Score -1.816888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -18168890.000000 Penalty: 5707.794922
	Iteration 199Q: 3 clusters Score -1.816889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -18168886.000000 Penalty: 5707.794922
	Iteration 200F: 3 clusters Score -1.816889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -18168844.000000 Penalty: 5707.794922
	Iteration 201Q: 3 clusters Score -1.816884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -18168816.000000 Penalty: 5707.794922
	Iteration 202Q: 3 clusters Score -1.816882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -18168794.000000 Penalty: 5707.794922
	Iteration 203Q: 3 clusters Score -1.816879e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -18168796.000000 Penalty: 5707.794922
	Iteration 204Q: 3 clusters Score -1.81688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -18168788.000000 Penalty: 5707.794922
	Iteration 205Q: 3 clusters Score -1.816879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -18168774.000000 Penalty: 5707.794922
	Iteration 206Q: 3 clusters Score -1.816877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -18168778.000000 Penalty: 5707.794922
	Iteration 207Q: 3 clusters Score -1.816878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 93677 members 
Entering Unmasked Estep 
Score: -18168776.000000 Penalty: 5707.794922
	Iteration 208Q: 3 clusters Score -1.816878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 93685 members 
Entering Unmasked Estep 
Score: -18168764.000000 Penalty: 5707.794922
	Iteration 209Q: 3 clusters Score -1.816876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -18168760.000000 Penalty: 5707.794922
	Iteration 210Q: 3 clusters Score -1.816876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -18168764.000000 Penalty: 5707.794922
	Iteration 211Q: 3 clusters Score -1.816876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -18168756.000000 Penalty: 5707.794922
	Iteration 212Q: 3 clusters Score -1.816876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 93692 members 
Entering Unmasked Estep 
Score: -18168762.000000 Penalty: 5707.794922
	Iteration 213Q: 3 clusters Score -1.816876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -18168764.000000 Penalty: 5707.794922
	Iteration 214Q: 3 clusters Score -1.816876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -18168752.000000 Penalty: 5707.794922
	Iteration 215Q: 3 clusters Score -1.816875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -18168756.000000 Penalty: 5707.794922
	Iteration 216Q: 3 clusters Score -1.816876e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 93729 members 
Entering Unmasked Estep 
Score: -18168738.000000 Penalty: 5707.794922
	Iteration 217Q: 3 clusters Score -1.816874e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -18168746.000000 Penalty: 5707.794922
	Iteration 218Q: 3 clusters Score -1.816875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -18168748.000000 Penalty: 5707.794922
	Iteration 219Q: 3 clusters Score -1.816875e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -18168726.000000 Penalty: 5707.794922
	Iteration 220F: 3 clusters Score -1.816873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -18168744.000000 Penalty: 5707.794922
	Iteration 221Q: 3 clusters Score -1.816874e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -18168758.000000 Penalty: 5707.794922
	Iteration 222Q: 3 clusters Score -1.816876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -18168756.000000 Penalty: 5707.794922
	Iteration 223Q: 3 clusters Score -1.816876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 93760 members 
Entering Unmasked Estep 
Score: -18168754.000000 Penalty: 5707.794922
	Iteration 224Q: 3 clusters Score -1.816875e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 93763 members 
Entering Unmasked Estep 
Score: -18168748.000000 Penalty: 5707.794922
	Iteration 225Q: 3 clusters Score -1.816875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -18168728.000000 Penalty: 5707.794922
	Iteration 226Q: 3 clusters Score -1.816873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -18168710.000000 Penalty: 5707.794922
	Iteration 227Q: 3 clusters Score -1.816871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -18168728.000000 Penalty: 5707.794922
	Iteration 228Q: 3 clusters Score -1.816873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -18168734.000000 Penalty: 5707.794922
	Iteration 229Q: 3 clusters Score -1.816873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -18168730.000000 Penalty: 5707.794922
	Iteration 230Q: 3 clusters Score -1.816873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -18168710.000000 Penalty: 5707.794922
	Iteration 231Q: 3 clusters Score -1.816871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -18168710.000000 Penalty: 5707.794922
	Iteration 232Q: 3 clusters Score -1.816871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -18168720.000000 Penalty: 5707.794922
	Iteration 233Q: 3 clusters Score -1.816872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -18168694.000000 Penalty: 5707.794922
	Iteration 234Q: 3 clusters Score -1.816869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -18168706.000000 Penalty: 5707.794922
	Iteration 235Q: 3 clusters Score -1.816871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -18168690.000000 Penalty: 5707.794922
	Iteration 236Q: 3 clusters Score -1.816869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -18168682.000000 Penalty: 5707.794922
	Iteration 237Q: 3 clusters Score -1.816868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -18168676.000000 Penalty: 5707.794922
	Iteration 238Q: 3 clusters Score -1.816868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -18168676.000000 Penalty: 5707.794922
	Iteration 239Q: 3 clusters Score -1.816868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -18168662.000000 Penalty: 5707.794922
	Iteration 240F: 3 clusters Score -1.816866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 93785 members 
Entering Unmasked Estep 
Score: -18168672.000000 Penalty: 5707.794922
	Iteration 241Q: 3 clusters Score -1.816867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -18168672.000000 Penalty: 5707.794922
	Iteration 242Q: 3 clusters Score -1.816867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -18168666.000000 Penalty: 5707.794922
	Iteration 243Q: 3 clusters Score -1.816867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 93791 members 
Entering Unmasked Estep 
Score: -18168658.000000 Penalty: 5707.794922
	Iteration 244Q: 3 clusters Score -1.816866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -18168666.000000 Penalty: 5707.794922
	Iteration 245Q: 3 clusters Score -1.816867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -18168668.000000 Penalty: 5707.794922
	Iteration 246Q: 3 clusters Score -1.816867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -18168668.000000 Penalty: 5707.794922
	Iteration 247Q: 3 clusters Score -1.816867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -18168654.000000 Penalty: 5707.794922
	Iteration 248Q: 3 clusters Score -1.816865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -18168654.000000 Penalty: 5707.794922
	Iteration 249Q: 3 clusters Score -1.816865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -18168654.000000 Penalty: 5707.794922
	Iteration 250Q: 3 clusters Score -1.816865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 93812 members 
Entering Unmasked Estep 
Score: -18168654.000000 Penalty: 5707.794922
	Iteration 251Q: 3 clusters Score -1.816865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -18168664.000000 Penalty: 5707.794922
	Iteration 252Q: 3 clusters Score -1.816866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -18168660.000000 Penalty: 5707.794922
	Iteration 253Q: 3 clusters Score -1.816866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 93819 members 
Entering Unmasked Estep 
Score: -18168656.000000 Penalty: 5707.794922
	Iteration 254Q: 3 clusters Score -1.816866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 93821 members 
Entering Unmasked Estep 
Score: -18168644.000000 Penalty: 5707.794922
	Iteration 255Q: 3 clusters Score -1.816864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 93824 members 
Entering Unmasked Estep 
Score: -18168654.000000 Penalty: 5707.794922
	Iteration 256Q: 3 clusters Score -1.816865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -18168668.000000 Penalty: 5707.794922
	Iteration 257Q: 3 clusters Score -1.816867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 93833 members 
Entering Unmasked Estep 
Score: -18168652.000000 Penalty: 5707.794922
	Iteration 258Q: 3 clusters Score -1.816865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -18168630.000000 Penalty: 5707.794922
	Iteration 259Q: 3 clusters Score -1.816863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 93847 members 
Entering Unmasked Estep 
Score: -18168632.000000 Penalty: 5707.794922
	Iteration 260F: 3 clusters Score -1.816863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -18168640.000000 Penalty: 5707.794922
	Iteration 261Q: 3 clusters Score -1.816864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -18168618.000000 Penalty: 5707.794922
	Iteration 262Q: 3 clusters Score -1.816862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 93847 members 
Entering Unmasked Estep 
Score: -18168616.000000 Penalty: 5707.794922
	Iteration 263Q: 3 clusters Score -1.816862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -18168616.000000 Penalty: 5707.794922
	Iteration 264Q: 3 clusters Score -1.816862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -18168616.000000 Penalty: 5707.794922
	Iteration 265F: 3 clusters Score -1.816862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49426 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 78876 members 
Mstep: Class 6 contains 78311 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 14134 members 
Mstep: Class 10 contains 66711 members 
Mstep: Class 11 contains 68749 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 13 contains 324 members 
Mstep: Class 14 contains 72977 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 16 contains 52108 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 93846 members 
Mstep: Class 19 contains 1142 members 
Entering Unmasked Estep 
Score: -109996328.000000 Penalty: 62712.195312
Splitting cluster 4 changes total score from -109985872.000000 to -109996328.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 5 (78876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Entering Unmasked Estep 
Score: -14815755.000000 Penalty: 2796.356689
	Iteration 0F: 2 clusters Score -1.481576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -14796263.000000 Penalty: 5592.713379
	Iteration 0F: 3 clusters Score -1.479626e+07 nChanged 37040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -14817450.000000 Penalty: 5592.713379
	Iteration 1F: 3 clusters Score -1.481745e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -14818287.000000 Penalty: 5592.713379
	Iteration 2Q: 3 clusters Score -1.481829e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -14819316.000000 Penalty: 5592.713379
	Iteration 3Q: 3 clusters Score -1.481932e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -14820565.000000 Penalty: 5592.713379
	Iteration 4Q: 3 clusters Score -1.482056e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -14822308.000000 Penalty: 5592.713379
	Iteration 5Q: 3 clusters Score -1.482231e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -14824614.000000 Penalty: 5592.713379
	Iteration 6F: 3 clusters Score -1.482461e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -14827778.000000 Penalty: 5592.713379
	Iteration 7F: 3 clusters Score -1.482778e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -14830987.000000 Penalty: 5592.713379
	Iteration 8F: 3 clusters Score -1.483099e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -14833107.000000 Penalty: 5592.713379
	Iteration 9F: 3 clusters Score -1.483311e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -14833774.000000 Penalty: 5592.713379
	Iteration 10Q: 3 clusters Score -1.483377e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -14833910.000000 Penalty: 5592.713379
	Iteration 11Q: 3 clusters Score -1.483391e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -14833790.000000 Penalty: 5592.713379
	Iteration 12Q: 3 clusters Score -1.483379e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -14833844.000000 Penalty: 5592.713379
	Iteration 13Q: 3 clusters Score -1.483384e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -14833907.000000 Penalty: 5592.713379
	Iteration 14Q: 3 clusters Score -1.483391e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -14834088.000000 Penalty: 5592.713379
	Iteration 15Q: 3 clusters Score -1.483409e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -14834229.000000 Penalty: 5592.713379
	Iteration 16Q: 3 clusters Score -1.483423e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -14834430.000000 Penalty: 5592.713379
	Iteration 17Q: 3 clusters Score -1.483443e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -14834556.000000 Penalty: 5592.713379
	Iteration 18Q: 3 clusters Score -1.483456e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -14834650.000000 Penalty: 5592.713379
	Iteration 19Q: 3 clusters Score -1.483465e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -14834789.000000 Penalty: 5592.713379
	Iteration 20F: 3 clusters Score -1.483479e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -14834833.000000 Penalty: 5592.713379
	Iteration 21Q: 3 clusters Score -1.483483e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -14834978.000000 Penalty: 5592.713379
	Iteration 22Q: 3 clusters Score -1.483498e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -14835120.000000 Penalty: 5592.713379
	Iteration 23Q: 3 clusters Score -1.483512e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -14835276.000000 Penalty: 5592.713379
	Iteration 24Q: 3 clusters Score -1.483528e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -14835318.000000 Penalty: 5592.713379
	Iteration 25Q: 3 clusters Score -1.483532e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -14835377.000000 Penalty: 5592.713379
	Iteration 26Q: 3 clusters Score -1.483538e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -14835473.000000 Penalty: 5592.713379
	Iteration 27Q: 3 clusters Score -1.483547e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -14835509.000000 Penalty: 5592.713379
	Iteration 28Q: 3 clusters Score -1.483551e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -14835529.000000 Penalty: 5592.713379
	Iteration 29Q: 3 clusters Score -1.483553e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -14835650.000000 Penalty: 5592.713379
	Iteration 30Q: 3 clusters Score -1.483565e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -14835718.000000 Penalty: 5592.713379
	Iteration 31Q: 3 clusters Score -1.483572e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -14835884.000000 Penalty: 5592.713379
	Iteration 32Q: 3 clusters Score -1.483588e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -14835977.000000 Penalty: 5592.713379
	Iteration 33Q: 3 clusters Score -1.483598e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -14836045.000000 Penalty: 5592.713379
	Iteration 34Q: 3 clusters Score -1.483604e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -14836099.000000 Penalty: 5592.713379
	Iteration 35Q: 3 clusters Score -1.48361e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -14836138.000000 Penalty: 5592.713379
	Iteration 36Q: 3 clusters Score -1.483614e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -14836197.000000 Penalty: 5592.713379
	Iteration 37Q: 3 clusters Score -1.48362e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -14836282.000000 Penalty: 5592.713379
	Iteration 38Q: 3 clusters Score -1.483628e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -14836301.000000 Penalty: 5592.713379
	Iteration 39Q: 3 clusters Score -1.48363e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -14836320.000000 Penalty: 5592.713379
	Iteration 40F: 3 clusters Score -1.483632e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -14836437.000000 Penalty: 5592.713379
	Iteration 41Q: 3 clusters Score -1.483644e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -14836616.000000 Penalty: 5592.713379
	Iteration 42Q: 3 clusters Score -1.483662e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -14836708.000000 Penalty: 5592.713379
	Iteration 43Q: 3 clusters Score -1.483671e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -14836779.000000 Penalty: 5592.713379
	Iteration 44Q: 3 clusters Score -1.483678e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -14836905.000000 Penalty: 5592.713379
	Iteration 45Q: 3 clusters Score -1.48369e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -14836995.000000 Penalty: 5592.713379
	Iteration 46Q: 3 clusters Score -1.4837e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -14837030.000000 Penalty: 5592.713379
	Iteration 47Q: 3 clusters Score -1.483703e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -14837109.000000 Penalty: 5592.713379
	Iteration 48Q: 3 clusters Score -1.483711e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -14837228.000000 Penalty: 5592.713379
	Iteration 49Q: 3 clusters Score -1.483723e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -14837289.000000 Penalty: 5592.713379
	Iteration 50Q: 3 clusters Score -1.483729e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -14837306.000000 Penalty: 5592.713379
	Iteration 51Q: 3 clusters Score -1.483731e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -14837395.000000 Penalty: 5592.713379
	Iteration 52Q: 3 clusters Score -1.48374e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -14837456.000000 Penalty: 5592.713379
	Iteration 53Q: 3 clusters Score -1.483746e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -14837535.000000 Penalty: 5592.713379
	Iteration 54Q: 3 clusters Score -1.483754e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -14837535.000000 Penalty: 5592.713379
	Iteration 55Q: 3 clusters Score -1.483754e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -14837649.000000 Penalty: 5592.713379
	Iteration 56Q: 3 clusters Score -1.483765e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -14837725.000000 Penalty: 5592.713379
	Iteration 57Q: 3 clusters Score -1.483772e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -14837785.000000 Penalty: 5592.713379
	Iteration 58Q: 3 clusters Score -1.483778e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -14837874.000000 Penalty: 5592.713379
	Iteration 59Q: 3 clusters Score -1.483787e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -14837938.000000 Penalty: 5592.713379
	Iteration 60F: 3 clusters Score -1.483794e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -14837971.000000 Penalty: 5592.713379
	Iteration 61Q: 3 clusters Score -1.483797e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -14837969.000000 Penalty: 5592.713379
	Iteration 62Q: 3 clusters Score -1.483797e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -14838075.000000 Penalty: 5592.713379
	Iteration 63Q: 3 clusters Score -1.483808e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -14838156.000000 Penalty: 5592.713379
	Iteration 64Q: 3 clusters Score -1.483816e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -14838190.000000 Penalty: 5592.713379
	Iteration 65Q: 3 clusters Score -1.483819e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -14838237.000000 Penalty: 5592.713379
	Iteration 66Q: 3 clusters Score -1.483824e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -14838246.000000 Penalty: 5592.713379
	Iteration 67Q: 3 clusters Score -1.483825e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -14838232.000000 Penalty: 5592.713379
	Iteration 68Q: 3 clusters Score -1.483823e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -14838319.000000 Penalty: 5592.713379
	Iteration 69Q: 3 clusters Score -1.483832e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -14838381.000000 Penalty: 5592.713379
	Iteration 70Q: 3 clusters Score -1.483838e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -14838483.000000 Penalty: 5592.713379
	Iteration 71Q: 3 clusters Score -1.483848e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -14838505.000000 Penalty: 5592.713379
	Iteration 72Q: 3 clusters Score -1.48385e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -14838504.000000 Penalty: 5592.713379
	Iteration 73Q: 3 clusters Score -1.48385e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -14838604.000000 Penalty: 5592.713379
	Iteration 74Q: 3 clusters Score -1.48386e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -14838608.000000 Penalty: 5592.713379
	Iteration 75Q: 3 clusters Score -1.483861e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -14838619.000000 Penalty: 5592.713379
	Iteration 76Q: 3 clusters Score -1.483862e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -14838616.000000 Penalty: 5592.713379
	Iteration 77Q: 3 clusters Score -1.483862e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -14838665.000000 Penalty: 5592.713379
	Iteration 78Q: 3 clusters Score -1.483866e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -14838710.000000 Penalty: 5592.713379
	Iteration 79Q: 3 clusters Score -1.483871e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -14838717.000000 Penalty: 5592.713379
	Iteration 80F: 3 clusters Score -1.483872e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -14838726.000000 Penalty: 5592.713379
	Iteration 81Q: 3 clusters Score -1.483873e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -14838790.000000 Penalty: 5592.713379
	Iteration 82Q: 3 clusters Score -1.483879e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -14838772.000000 Penalty: 5592.713379
	Iteration 83Q: 3 clusters Score -1.483877e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -14838730.000000 Penalty: 5592.713379
	Iteration 84Q: 3 clusters Score -1.483873e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -14838754.000000 Penalty: 5592.713379
	Iteration 85Q: 3 clusters Score -1.483875e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -14838749.000000 Penalty: 5592.713379
	Iteration 86Q: 3 clusters Score -1.483875e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -14838786.000000 Penalty: 5592.713379
	Iteration 87Q: 3 clusters Score -1.483879e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -14838820.000000 Penalty: 5592.713379
	Iteration 88Q: 3 clusters Score -1.483882e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -14838834.000000 Penalty: 5592.713379
	Iteration 89Q: 3 clusters Score -1.483883e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -14838846.000000 Penalty: 5592.713379
	Iteration 90Q: 3 clusters Score -1.483885e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -14838883.000000 Penalty: 5592.713379
	Iteration 91Q: 3 clusters Score -1.483888e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -14838897.000000 Penalty: 5592.713379
	Iteration 92Q: 3 clusters Score -1.48389e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -14838880.000000 Penalty: 5592.713379
	Iteration 93Q: 3 clusters Score -1.483888e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -14838885.000000 Penalty: 5592.713379
	Iteration 94Q: 3 clusters Score -1.483888e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -14838906.000000 Penalty: 5592.713379
	Iteration 95Q: 3 clusters Score -1.483891e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -14838917.000000 Penalty: 5592.713379
	Iteration 96Q: 3 clusters Score -1.483892e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -14838934.000000 Penalty: 5592.713379
	Iteration 97Q: 3 clusters Score -1.483893e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -14838935.000000 Penalty: 5592.713379
	Iteration 98Q: 3 clusters Score -1.483894e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -14838919.000000 Penalty: 5592.713379
	Iteration 99Q: 3 clusters Score -1.483892e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -14838908.000000 Penalty: 5592.713379
	Iteration 100F: 3 clusters Score -1.483891e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -14838929.000000 Penalty: 5592.713379
	Iteration 101Q: 3 clusters Score -1.483893e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -14838951.000000 Penalty: 5592.713379
	Iteration 102Q: 3 clusters Score -1.483895e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -14838962.000000 Penalty: 5592.713379
	Iteration 103Q: 3 clusters Score -1.483896e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -14838968.000000 Penalty: 5592.713379
	Iteration 104Q: 3 clusters Score -1.483897e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -14838960.000000 Penalty: 5592.713379
	Iteration 105Q: 3 clusters Score -1.483896e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -14838955.000000 Penalty: 5592.713379
	Iteration 106Q: 3 clusters Score -1.483896e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -14838961.000000 Penalty: 5592.713379
	Iteration 107Q: 3 clusters Score -1.483896e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -14838983.000000 Penalty: 5592.713379
	Iteration 108Q: 3 clusters Score -1.483898e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -14838981.000000 Penalty: 5592.713379
	Iteration 109Q: 3 clusters Score -1.483898e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -14838960.000000 Penalty: 5592.713379
	Iteration 110Q: 3 clusters Score -1.483896e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -14838965.000000 Penalty: 5592.713379
	Iteration 111Q: 3 clusters Score -1.483896e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -14838925.000000 Penalty: 5592.713379
	Iteration 112Q: 3 clusters Score -1.483892e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -14838917.000000 Penalty: 5592.713379
	Iteration 113Q: 3 clusters Score -1.483892e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -14838930.000000 Penalty: 5592.713379
	Iteration 114Q: 3 clusters Score -1.483893e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -14838949.000000 Penalty: 5592.713379
	Iteration 115Q: 3 clusters Score -1.483895e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -14838938.000000 Penalty: 5592.713379
	Iteration 116Q: 3 clusters Score -1.483894e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -14838944.000000 Penalty: 5592.713379
	Iteration 117Q: 3 clusters Score -1.483894e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -14838960.000000 Penalty: 5592.713379
	Iteration 118Q: 3 clusters Score -1.483896e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -14838968.000000 Penalty: 5592.713379
	Iteration 119Q: 3 clusters Score -1.483897e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -14838950.000000 Penalty: 5592.713379
	Iteration 120F: 3 clusters Score -1.483895e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -14838922.000000 Penalty: 5592.713379
	Iteration 121Q: 3 clusters Score -1.483892e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -14838916.000000 Penalty: 5592.713379
	Iteration 122Q: 3 clusters Score -1.483892e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -14838911.000000 Penalty: 5592.713379
	Iteration 123Q: 3 clusters Score -1.483891e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -14838922.000000 Penalty: 5592.713379
	Iteration 124Q: 3 clusters Score -1.483892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -14838944.000000 Penalty: 5592.713379
	Iteration 125Q: 3 clusters Score -1.483894e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -14838932.000000 Penalty: 5592.713379
	Iteration 126Q: 3 clusters Score -1.483893e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -14838944.000000 Penalty: 5592.713379
	Iteration 127Q: 3 clusters Score -1.483894e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -14838932.000000 Penalty: 5592.713379
	Iteration 128Q: 3 clusters Score -1.483893e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -14838926.000000 Penalty: 5592.713379
	Iteration 129Q: 3 clusters Score -1.483893e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -14838950.000000 Penalty: 5592.713379
	Iteration 130Q: 3 clusters Score -1.483895e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -14838985.000000 Penalty: 5592.713379
	Iteration 131Q: 3 clusters Score -1.483898e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -14838970.000000 Penalty: 5592.713379
	Iteration 132Q: 3 clusters Score -1.483897e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -14838977.000000 Penalty: 5592.713379
	Iteration 133Q: 3 clusters Score -1.483898e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -14838979.000000 Penalty: 5592.713379
	Iteration 134Q: 3 clusters Score -1.483898e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -14838977.000000 Penalty: 5592.713379
	Iteration 135Q: 3 clusters Score -1.483898e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -14838967.000000 Penalty: 5592.713379
	Iteration 136Q: 3 clusters Score -1.483897e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -14838977.000000 Penalty: 5592.713379
	Iteration 137Q: 3 clusters Score -1.483898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -14838992.000000 Penalty: 5592.713379
	Iteration 138Q: 3 clusters Score -1.483899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -14838982.000000 Penalty: 5592.713379
	Iteration 139Q: 3 clusters Score -1.483898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -14838979.000000 Penalty: 5592.713379
	Iteration 140F: 3 clusters Score -1.483898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -14838989.000000 Penalty: 5592.713379
	Iteration 141Q: 3 clusters Score -1.483899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -14838996.000000 Penalty: 5592.713379
	Iteration 142Q: 3 clusters Score -1.4839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -14839001.000000 Penalty: 5592.713379
	Iteration 143Q: 3 clusters Score -1.4839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -14838990.000000 Penalty: 5592.713379
	Iteration 144Q: 3 clusters Score -1.483899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -14838998.000000 Penalty: 5592.713379
	Iteration 145Q: 3 clusters Score -1.4839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -14839000.000000 Penalty: 5592.713379
	Iteration 146Q: 3 clusters Score -1.4839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -14838988.000000 Penalty: 5592.713379
	Iteration 147Q: 3 clusters Score -1.483899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -14839005.000000 Penalty: 5592.713379
	Iteration 148Q: 3 clusters Score -1.4839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -14839005.000000 Penalty: 5592.713379
	Iteration 149Q: 3 clusters Score -1.4839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -14839004.000000 Penalty: 5592.713379
	Iteration 150Q: 3 clusters Score -1.4839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -14839002.000000 Penalty: 5592.713379
	Iteration 151Q: 3 clusters Score -1.4839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -14838997.000000 Penalty: 5592.713379
	Iteration 152Q: 3 clusters Score -1.4839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -14839005.000000 Penalty: 5592.713379
	Iteration 153Q: 3 clusters Score -1.4839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -14839008.000000 Penalty: 5592.713379
	Iteration 154Q: 3 clusters Score -1.483901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -14839002.000000 Penalty: 5592.713379
	Iteration 155Q: 3 clusters Score -1.4839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -14839018.000000 Penalty: 5592.713379
	Iteration 156Q: 3 clusters Score -1.483902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -14839018.000000 Penalty: 5592.713379
	Iteration 157F: 3 clusters Score -1.483902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49426 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 32912 members 
Mstep: Class 6 contains 78311 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 14134 members 
Mstep: Class 10 contains 66711 members 
Mstep: Class 11 contains 68749 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 13 contains 324 members 
Mstep: Class 14 contains 72977 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 16 contains 52108 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 93846 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 45964 members 
Entering Unmasked Estep 
Score: -110020144.000000 Penalty: 66012.835938
Splitting cluster 5 changes total score from -109985872.000000 to -110020144.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (78311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Entering Unmasked Estep 
Score: -14515349.000000 Penalty: 2794.573975
	Iteration 0F: 2 clusters Score -1.451535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -14489842.000000 Penalty: 5589.147949
	Iteration 0F: 3 clusters Score -1.448984e+07 nChanged 36853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -14511808.000000 Penalty: 5589.147949
	Iteration 1F: 3 clusters Score -1.451181e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -14513552.000000 Penalty: 5589.147949
	Iteration 2Q: 3 clusters Score -1.451355e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -14515771.000000 Penalty: 5589.147949
	Iteration 3F: 3 clusters Score -1.451577e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -14518661.000000 Penalty: 5589.147949
	Iteration 4F: 3 clusters Score -1.451866e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -14522243.000000 Penalty: 5589.147949
	Iteration 5F: 3 clusters Score -1.452224e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -14525813.000000 Penalty: 5589.147949
	Iteration 6F: 3 clusters Score -1.452581e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -14528705.000000 Penalty: 5589.147949
	Iteration 7F: 3 clusters Score -1.45287e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -14530276.000000 Penalty: 5589.147949
	Iteration 8Q: 3 clusters Score -1.453028e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -14530933.000000 Penalty: 5589.147949
	Iteration 9Q: 3 clusters Score -1.453093e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -14531267.000000 Penalty: 5589.147949
	Iteration 10Q: 3 clusters Score -1.453127e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -14531581.000000 Penalty: 5589.147949
	Iteration 11Q: 3 clusters Score -1.453158e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -14531835.000000 Penalty: 5589.147949
	Iteration 12Q: 3 clusters Score -1.453184e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -14531964.000000 Penalty: 5589.147949
	Iteration 13Q: 3 clusters Score -1.453196e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -14532187.000000 Penalty: 5589.147949
	Iteration 14Q: 3 clusters Score -1.453219e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -14532298.000000 Penalty: 5589.147949
	Iteration 15Q: 3 clusters Score -1.45323e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -14532521.000000 Penalty: 5589.147949
	Iteration 16Q: 3 clusters Score -1.453252e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -14532638.000000 Penalty: 5589.147949
	Iteration 17Q: 3 clusters Score -1.453264e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -14532744.000000 Penalty: 5589.147949
	Iteration 18Q: 3 clusters Score -1.453274e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -14532784.000000 Penalty: 5589.147949
	Iteration 19Q: 3 clusters Score -1.453278e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -14532859.000000 Penalty: 5589.147949
	Iteration 20F: 3 clusters Score -1.453286e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -14532918.000000 Penalty: 5589.147949
	Iteration 21Q: 3 clusters Score -1.453292e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -14533060.000000 Penalty: 5589.147949
	Iteration 22Q: 3 clusters Score -1.453306e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -14533211.000000 Penalty: 5589.147949
	Iteration 23Q: 3 clusters Score -1.453321e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -14533376.000000 Penalty: 5589.147949
	Iteration 24Q: 3 clusters Score -1.453338e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -14533605.000000 Penalty: 5589.147949
	Iteration 25Q: 3 clusters Score -1.45336e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -14533724.000000 Penalty: 5589.147949
	Iteration 26Q: 3 clusters Score -1.453372e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -14533854.000000 Penalty: 5589.147949
	Iteration 27Q: 3 clusters Score -1.453385e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -14534013.000000 Penalty: 5589.147949
	Iteration 28Q: 3 clusters Score -1.453401e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -14534041.000000 Penalty: 5589.147949
	Iteration 29Q: 3 clusters Score -1.453404e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -14534161.000000 Penalty: 5589.147949
	Iteration 30Q: 3 clusters Score -1.453416e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -14534165.000000 Penalty: 5589.147949
	Iteration 31Q: 3 clusters Score -1.453416e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -14534235.000000 Penalty: 5589.147949
	Iteration 32Q: 3 clusters Score -1.453424e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -14534306.000000 Penalty: 5589.147949
	Iteration 33Q: 3 clusters Score -1.453431e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -14534331.000000 Penalty: 5589.147949
	Iteration 34Q: 3 clusters Score -1.453433e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -14534364.000000 Penalty: 5589.147949
	Iteration 35Q: 3 clusters Score -1.453436e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -14534386.000000 Penalty: 5589.147949
	Iteration 36Q: 3 clusters Score -1.453439e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -14534398.000000 Penalty: 5589.147949
	Iteration 37Q: 3 clusters Score -1.45344e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -14534413.000000 Penalty: 5589.147949
	Iteration 38Q: 3 clusters Score -1.453441e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -14534443.000000 Penalty: 5589.147949
	Iteration 39Q: 3 clusters Score -1.453444e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -14534469.000000 Penalty: 5589.147949
	Iteration 40F: 3 clusters Score -1.453447e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -14534466.000000 Penalty: 5589.147949
	Iteration 41Q: 3 clusters Score -1.453447e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -14534453.000000 Penalty: 5589.147949
	Iteration 42Q: 3 clusters Score -1.453445e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -14534445.000000 Penalty: 5589.147949
	Iteration 43Q: 3 clusters Score -1.453444e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -14534457.000000 Penalty: 5589.147949
	Iteration 44Q: 3 clusters Score -1.453446e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -14534458.000000 Penalty: 5589.147949
	Iteration 45Q: 3 clusters Score -1.453446e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -14534455.000000 Penalty: 5589.147949
	Iteration 46Q: 3 clusters Score -1.453446e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -14534464.000000 Penalty: 5589.147949
	Iteration 47Q: 3 clusters Score -1.453446e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -14534474.000000 Penalty: 5589.147949
	Iteration 48Q: 3 clusters Score -1.453447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -14534479.000000 Penalty: 5589.147949
	Iteration 49Q: 3 clusters Score -1.453448e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -14534480.000000 Penalty: 5589.147949
	Iteration 50Q: 3 clusters Score -1.453448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -14534481.000000 Penalty: 5589.147949
	Iteration 51Q: 3 clusters Score -1.453448e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -14534476.000000 Penalty: 5589.147949
	Iteration 52Q: 3 clusters Score -1.453448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -14534475.000000 Penalty: 5589.147949
	Iteration 53Q: 3 clusters Score -1.453448e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -14534464.000000 Penalty: 5589.147949
	Iteration 54Q: 3 clusters Score -1.453446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -14534483.000000 Penalty: 5589.147949
	Iteration 55Q: 3 clusters Score -1.453448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -14534485.000000 Penalty: 5589.147949
	Iteration 56Q: 3 clusters Score -1.453448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -14534479.000000 Penalty: 5589.147949
	Iteration 57Q: 3 clusters Score -1.453448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -14534466.000000 Penalty: 5589.147949
	Iteration 58Q: 3 clusters Score -1.453447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -14534465.000000 Penalty: 5589.147949
	Iteration 59Q: 3 clusters Score -1.453446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -14534455.000000 Penalty: 5589.147949
	Iteration 60F: 3 clusters Score -1.453446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -14534457.000000 Penalty: 5589.147949
	Iteration 61Q: 3 clusters Score -1.453446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -14534450.000000 Penalty: 5589.147949
	Iteration 62Q: 3 clusters Score -1.453445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -14534457.000000 Penalty: 5589.147949
	Iteration 63Q: 3 clusters Score -1.453446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -14534466.000000 Penalty: 5589.147949
	Iteration 64Q: 3 clusters Score -1.453447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -14534450.000000 Penalty: 5589.147949
	Iteration 65Q: 3 clusters Score -1.453445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -14534452.000000 Penalty: 5589.147949
	Iteration 66Q: 3 clusters Score -1.453445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -14534456.000000 Penalty: 5589.147949
	Iteration 67Q: 3 clusters Score -1.453446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -14534456.000000 Penalty: 5589.147949
	Iteration 68F: 3 clusters Score -1.453446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49426 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 32912 members 
Mstep: Class 6 contains 46943 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 14134 members 
Mstep: Class 10 contains 66711 members 
Mstep: Class 11 contains 68749 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 13 contains 324 members 
Mstep: Class 14 contains 72977 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 16 contains 52108 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 93846 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 45964 members 
Mstep: Class 21 contains 31368 members 
Entering Unmasked Estep 
Score: -110039128.000000 Penalty: 69313.484375
Splitting cluster 6 changes total score from -109985872.000000 to -110039128.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -297935.312500 Penalty: 1855.146240
	Iteration 0F: 2 clusters Score -297935.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -295544.750000 Penalty: 3710.292480
	Iteration 0F: 3 clusters Score -295544.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -296691.218750 Penalty: 3710.292480
	Iteration 1F: 3 clusters Score -296691.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -297219.000000 Penalty: 3710.292480
	Iteration 2F: 3 clusters Score -297219 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -297449.062500 Penalty: 3710.292480
	Iteration 3F: 3 clusters Score -297449.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -297566.687500 Penalty: 3710.292480
	Iteration 4Q: 3 clusters Score -297566.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -297626.406250 Penalty: 3710.292480
	Iteration 5Q: 3 clusters Score -297626.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -297664.500000 Penalty: 3710.292480
	Iteration 6Q: 3 clusters Score -297664.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -297686.843750 Penalty: 3710.292480
	Iteration 7Q: 3 clusters Score -297686.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -297707.031250 Penalty: 3710.292480
	Iteration 8Q: 3 clusters Score -297707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -297719.343750 Penalty: 3710.292480
	Iteration 9Q: 3 clusters Score -297719.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -297725.062500 Penalty: 3710.292480
	Iteration 10Q: 3 clusters Score -297725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -297735.687500 Penalty: 3710.292480
	Iteration 11Q: 3 clusters Score -297735.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -297744.031250 Penalty: 3710.292480
	Iteration 12Q: 3 clusters Score -297744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -297762.093750 Penalty: 3710.292480
	Iteration 13Q: 3 clusters Score -297762.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -297772.000000 Penalty: 3710.292480
	Iteration 14Q: 3 clusters Score -297772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -297782.718750 Penalty: 3710.292480
	Iteration 15Q: 3 clusters Score -297782.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -297793.562500 Penalty: 3710.292480
	Iteration 16Q: 3 clusters Score -297793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -297800.843750 Penalty: 3710.292480
	Iteration 17Q: 3 clusters Score -297800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -297803.593750 Penalty: 3710.292480
	Iteration 18Q: 3 clusters Score -297803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -297804.468750 Penalty: 3710.292480
	Iteration 19Q: 3 clusters Score -297804.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -297804.468750 Penalty: 3710.292480
	Iteration 20F: 3 clusters Score -297804.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -92796.742188 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -92796.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91336.406250 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -91336.41 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92317.234375 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -92317.23 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92722.140625 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -92722.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92901.000000 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -92901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93003.585938 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -93003.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93136.851562 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -93136.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93248.820312 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -93248.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93295.234375 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -93295.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93330.585938 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -93330.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93369.875000 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -93369.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93383.984375 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -93383.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93413.148438 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -93413.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93431.609375 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -93431.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93440.015625 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -93440.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93442.101562 Penalty: 3226.126953
	Iteration 14Q: 3 clusters Score -93442.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93442.101562 Penalty: 3226.126953
	Iteration 15F: 3 clusters Score -93442.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49426 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 32912 members 
Mstep: Class 6 contains 46943 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 14134 members 
Mstep: Class 10 contains 66711 members 
Mstep: Class 11 contains 68749 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 13 contains 324 members 
Mstep: Class 14 contains 72977 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 16 contains 52108 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 93846 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 45964 members 
Mstep: Class 21 contains 31368 members 
Mstep: Class 22 contains 434 members 
Entering Unmasked Estep 
Score: -110038096.000000 Penalty: 72614.125000
Splitting cluster 8 changes total score from -109985872.000000 to -110038096.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (66711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66711 members 
Entering Unmasked Estep 
Score: -12353385.000000 Penalty: 2754.814941
	Iteration 0F: 2 clusters Score -1.235338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -12324939.000000 Penalty: 5509.629883
	Iteration 0F: 3 clusters Score -1.232494e+07 nChanged 31103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -12343614.000000 Penalty: 5509.629883
	Iteration 1F: 3 clusters Score -1.234361e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -12345284.000000 Penalty: 5509.629883
	Iteration 2F: 3 clusters Score -1.234528e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -12347226.000000 Penalty: 5509.629883
	Iteration 3F: 3 clusters Score -1.234723e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -12349794.000000 Penalty: 5509.629883
	Iteration 4F: 3 clusters Score -1.234979e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -12353207.000000 Penalty: 5509.629883
	Iteration 5F: 3 clusters Score -1.235321e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -12357004.000000 Penalty: 5509.629883
	Iteration 6F: 3 clusters Score -1.2357e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -12360081.000000 Penalty: 5509.629883
	Iteration 7F: 3 clusters Score -1.236008e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -12361604.000000 Penalty: 5509.629883
	Iteration 8Q: 3 clusters Score -1.23616e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -12362364.000000 Penalty: 5509.629883
	Iteration 9Q: 3 clusters Score -1.236236e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -12362786.000000 Penalty: 5509.629883
	Iteration 10Q: 3 clusters Score -1.236279e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -12363192.000000 Penalty: 5509.629883
	Iteration 11Q: 3 clusters Score -1.236319e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -12363548.000000 Penalty: 5509.629883
	Iteration 12Q: 3 clusters Score -1.236355e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -12363659.000000 Penalty: 5509.629883
	Iteration 13Q: 3 clusters Score -1.236366e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -12363456.000000 Penalty: 5509.629883
	Iteration 14Q: 3 clusters Score -1.236346e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -12362644.000000 Penalty: 5509.629883
	Iteration 15Q: 3 clusters Score -1.236264e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -12361560.000000 Penalty: 5509.629883
	Iteration 16Q: 3 clusters Score -1.236156e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -12360202.000000 Penalty: 5509.629883
	Iteration 17Q: 3 clusters Score -1.23602e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -12359057.000000 Penalty: 5509.629883
	Iteration 18Q: 3 clusters Score -1.235906e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -12358094.000000 Penalty: 5509.629883
	Iteration 19Q: 3 clusters Score -1.235809e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -12357518.000000 Penalty: 5509.629883
	Iteration 20F: 3 clusters Score -1.235752e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -12356832.000000 Penalty: 5509.629883
	Iteration 21Q: 3 clusters Score -1.235683e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -12356278.000000 Penalty: 5509.629883
	Iteration 22Q: 3 clusters Score -1.235628e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -12355881.000000 Penalty: 5509.629883
	Iteration 23Q: 3 clusters Score -1.235588e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -12355505.000000 Penalty: 5509.629883
	Iteration 24Q: 3 clusters Score -1.23555e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -12355337.000000 Penalty: 5509.629883
	Iteration 25Q: 3 clusters Score -1.235534e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -12355112.000000 Penalty: 5509.629883
	Iteration 26Q: 3 clusters Score -1.235511e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -12355014.000000 Penalty: 5509.629883
	Iteration 27Q: 3 clusters Score -1.235501e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 61402 members 
Entering Unmasked Estep 
Score: -12354876.000000 Penalty: 5509.629883
	Iteration 28Q: 3 clusters Score -1.235488e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -12354772.000000 Penalty: 5509.629883
	Iteration 29Q: 3 clusters Score -1.235477e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -12354670.000000 Penalty: 5509.629883
	Iteration 30Q: 3 clusters Score -1.235467e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -12354539.000000 Penalty: 5509.629883
	Iteration 31Q: 3 clusters Score -1.235454e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -12354440.000000 Penalty: 5509.629883
	Iteration 32Q: 3 clusters Score -1.235444e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -12354382.000000 Penalty: 5509.629883
	Iteration 33Q: 3 clusters Score -1.235438e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -12354271.000000 Penalty: 5509.629883
	Iteration 34Q: 3 clusters Score -1.235427e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -12354187.000000 Penalty: 5509.629883
	Iteration 35Q: 3 clusters Score -1.235419e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -12354126.000000 Penalty: 5509.629883
	Iteration 36Q: 3 clusters Score -1.235413e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -12354091.000000 Penalty: 5509.629883
	Iteration 37Q: 3 clusters Score -1.235409e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -12354057.000000 Penalty: 5509.629883
	Iteration 38Q: 3 clusters Score -1.235406e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -12354043.000000 Penalty: 5509.629883
	Iteration 39Q: 3 clusters Score -1.235404e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -12354021.000000 Penalty: 5509.629883
	Iteration 40F: 3 clusters Score -1.235402e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -12354015.000000 Penalty: 5509.629883
	Iteration 41Q: 3 clusters Score -1.235402e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -12353947.000000 Penalty: 5509.629883
	Iteration 42Q: 3 clusters Score -1.235395e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -12353921.000000 Penalty: 5509.629883
	Iteration 43Q: 3 clusters Score -1.235392e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -12353928.000000 Penalty: 5509.629883
	Iteration 44Q: 3 clusters Score -1.235393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -12353919.000000 Penalty: 5509.629883
	Iteration 45Q: 3 clusters Score -1.235392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -12353907.000000 Penalty: 5509.629883
	Iteration 46Q: 3 clusters Score -1.235391e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -12353907.000000 Penalty: 5509.629883
	Iteration 47Q: 3 clusters Score -1.235391e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -12353876.000000 Penalty: 5509.629883
	Iteration 48Q: 3 clusters Score -1.235388e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -12353881.000000 Penalty: 5509.629883
	Iteration 49Q: 3 clusters Score -1.235388e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -12353855.000000 Penalty: 5509.629883
	Iteration 50Q: 3 clusters Score -1.235386e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -12353835.000000 Penalty: 5509.629883
	Iteration 51Q: 3 clusters Score -1.235384e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -12353826.000000 Penalty: 5509.629883
	Iteration 52Q: 3 clusters Score -1.235383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -12353818.000000 Penalty: 5509.629883
	Iteration 53Q: 3 clusters Score -1.235382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -12353817.000000 Penalty: 5509.629883
	Iteration 54Q: 3 clusters Score -1.235382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -12353815.000000 Penalty: 5509.629883
	Iteration 55Q: 3 clusters Score -1.235382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -12353818.000000 Penalty: 5509.629883
	Iteration 56Q: 3 clusters Score -1.235382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -12353809.000000 Penalty: 5509.629883
	Iteration 57Q: 3 clusters Score -1.235381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -12353812.000000 Penalty: 5509.629883
	Iteration 58Q: 3 clusters Score -1.235381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -12353802.000000 Penalty: 5509.629883
	Iteration 59Q: 3 clusters Score -1.23538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -12353803.000000 Penalty: 5509.629883
	Iteration 60F: 3 clusters Score -1.23538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -12353806.000000 Penalty: 5509.629883
	Iteration 61Q: 3 clusters Score -1.235381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -12353793.000000 Penalty: 5509.629883
	Iteration 62Q: 3 clusters Score -1.235379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -12353789.000000 Penalty: 5509.629883
	Iteration 63Q: 3 clusters Score -1.235379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -12353774.000000 Penalty: 5509.629883
	Iteration 64Q: 3 clusters Score -1.235377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -12353770.000000 Penalty: 5509.629883
	Iteration 65Q: 3 clusters Score -1.235377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -12353774.000000 Penalty: 5509.629883
	Iteration 66Q: 3 clusters Score -1.235377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -12353773.000000 Penalty: 5509.629883
	Iteration 67Q: 3 clusters Score -1.235377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -12353773.000000 Penalty: 5509.629883
	Iteration 68F: 3 clusters Score -1.235377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49426 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 32912 members 
Mstep: Class 6 contains 46943 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 14134 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 68749 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 13 contains 324 members 
Mstep: Class 14 contains 72977 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 16 contains 52108 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 93846 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 45964 members 
Mstep: Class 21 contains 31368 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 63317 members 
Entering Unmasked Estep 
Score: -110038016.000000 Penalty: 75914.765625
Splitting cluster 10 changes total score from -109985872.000000 to -110038016.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (68749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Entering Unmasked Estep 
Score: -12776027.000000 Penalty: 2762.278076
	Iteration 0F: 2 clusters Score -1.277603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -12750271.000000 Penalty: 5524.556152
	Iteration 0F: 3 clusters Score -1.275027e+07 nChanged 32040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -12767945.000000 Penalty: 5524.556152
	Iteration 1F: 3 clusters Score -1.276794e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -12768847.000000 Penalty: 5524.556152
	Iteration 2Q: 3 clusters Score -1.276885e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -12769754.000000 Penalty: 5524.556152
	Iteration 3Q: 3 clusters Score -1.276975e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -12771042.000000 Penalty: 5524.556152
	Iteration 4F: 3 clusters Score -1.277104e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -12772483.000000 Penalty: 5524.556152
	Iteration 5F: 3 clusters Score -1.277248e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -12772978.000000 Penalty: 5524.556152
	Iteration 6F: 3 clusters Score -1.277298e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -12772746.000000 Penalty: 5524.556152
	Iteration 7F: 3 clusters Score -1.277275e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -12772572.000000 Penalty: 5524.556152
	Iteration 8F: 3 clusters Score -1.277257e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -12772620.000000 Penalty: 5524.556152
	Iteration 9Q: 3 clusters Score -1.277262e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -12772959.000000 Penalty: 5524.556152
	Iteration 10Q: 3 clusters Score -1.277296e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -12773194.000000 Penalty: 5524.556152
	Iteration 11Q: 3 clusters Score -1.277319e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -12773379.000000 Penalty: 5524.556152
	Iteration 12Q: 3 clusters Score -1.277338e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -12773493.000000 Penalty: 5524.556152
	Iteration 13Q: 3 clusters Score -1.277349e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -12773640.000000 Penalty: 5524.556152
	Iteration 14Q: 3 clusters Score -1.277364e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -12773815.000000 Penalty: 5524.556152
	Iteration 15Q: 3 clusters Score -1.277382e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -12773911.000000 Penalty: 5524.556152
	Iteration 16Q: 3 clusters Score -1.277391e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -12773964.000000 Penalty: 5524.556152
	Iteration 17Q: 3 clusters Score -1.277396e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -12774003.000000 Penalty: 5524.556152
	Iteration 18Q: 3 clusters Score -1.2774e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 67539 members 
Entering Unmasked Estep 
Score: -12774023.000000 Penalty: 5524.556152
	Iteration 19Q: 3 clusters Score -1.277402e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -12773997.000000 Penalty: 5524.556152
	Iteration 20F: 3 clusters Score -1.2774e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -12774053.000000 Penalty: 5524.556152
	Iteration 21Q: 3 clusters Score -1.277405e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -12774099.000000 Penalty: 5524.556152
	Iteration 22Q: 3 clusters Score -1.27741e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
Score: -12774149.000000 Penalty: 5524.556152
	Iteration 23Q: 3 clusters Score -1.277415e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -12774181.000000 Penalty: 5524.556152
	Iteration 24Q: 3 clusters Score -1.277418e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -12774186.000000 Penalty: 5524.556152
	Iteration 25Q: 3 clusters Score -1.277419e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -12774215.000000 Penalty: 5524.556152
	Iteration 26Q: 3 clusters Score -1.277422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -12774216.000000 Penalty: 5524.556152
	Iteration 27Q: 3 clusters Score -1.277422e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 67850 members 
Entering Unmasked Estep 
Score: -12774222.000000 Penalty: 5524.556152
	Iteration 28Q: 3 clusters Score -1.277422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -12774235.000000 Penalty: 5524.556152
	Iteration 29Q: 3 clusters Score -1.277424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -12774247.000000 Penalty: 5524.556152
	Iteration 30Q: 3 clusters Score -1.277425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -12774248.000000 Penalty: 5524.556152
	Iteration 31Q: 3 clusters Score -1.277425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -12774251.000000 Penalty: 5524.556152
	Iteration 32Q: 3 clusters Score -1.277425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -12774258.000000 Penalty: 5524.556152
	Iteration 33Q: 3 clusters Score -1.277426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -12774269.000000 Penalty: 5524.556152
	Iteration 34Q: 3 clusters Score -1.277427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -12774270.000000 Penalty: 5524.556152
	Iteration 35Q: 3 clusters Score -1.277427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -12774280.000000 Penalty: 5524.556152
	Iteration 36Q: 3 clusters Score -1.277428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -12774282.000000 Penalty: 5524.556152
	Iteration 37Q: 3 clusters Score -1.277428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 67947 members 
Entering Unmasked Estep 
Score: -12774292.000000 Penalty: 5524.556152
	Iteration 38Q: 3 clusters Score -1.277429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 67947 members 
Entering Unmasked Estep 
Score: -12774275.000000 Penalty: 5524.556152
	Iteration 39Q: 3 clusters Score -1.277428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -12774266.000000 Penalty: 5524.556152
	Iteration 40F: 3 clusters Score -1.277427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -12774277.000000 Penalty: 5524.556152
	Iteration 41Q: 3 clusters Score -1.277428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -12774279.000000 Penalty: 5524.556152
	Iteration 42Q: 3 clusters Score -1.277428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -12774297.000000 Penalty: 5524.556152
	Iteration 43Q: 3 clusters Score -1.27743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -12774296.000000 Penalty: 5524.556152
	Iteration 44Q: 3 clusters Score -1.27743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -12774306.000000 Penalty: 5524.556152
	Iteration 45Q: 3 clusters Score -1.277431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -12774297.000000 Penalty: 5524.556152
	Iteration 46Q: 3 clusters Score -1.27743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -12774302.000000 Penalty: 5524.556152
	Iteration 47Q: 3 clusters Score -1.27743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -12774304.000000 Penalty: 5524.556152
	Iteration 48Q: 3 clusters Score -1.27743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -12774298.000000 Penalty: 5524.556152
	Iteration 49Q: 3 clusters Score -1.27743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -12774291.000000 Penalty: 5524.556152
	Iteration 50Q: 3 clusters Score -1.277429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -12774293.000000 Penalty: 5524.556152
	Iteration 51Q: 3 clusters Score -1.277429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -12774297.000000 Penalty: 5524.556152
	Iteration 52Q: 3 clusters Score -1.27743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -12774304.000000 Penalty: 5524.556152
	Iteration 53Q: 3 clusters Score -1.27743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -12774299.000000 Penalty: 5524.556152
	Iteration 54Q: 3 clusters Score -1.27743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -12774295.000000 Penalty: 5524.556152
	Iteration 55Q: 3 clusters Score -1.27743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -12774293.000000 Penalty: 5524.556152
	Iteration 56Q: 3 clusters Score -1.277429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -12774299.000000 Penalty: 5524.556152
	Iteration 57Q: 3 clusters Score -1.27743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -12774307.000000 Penalty: 5524.556152
	Iteration 58Q: 3 clusters Score -1.277431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -12774295.000000 Penalty: 5524.556152
	Iteration 59Q: 3 clusters Score -1.27743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -12774307.000000 Penalty: 5524.556152
	Iteration 60F: 3 clusters Score -1.277431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -12774309.000000 Penalty: 5524.556152
	Iteration 61Q: 3 clusters Score -1.277431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -12774313.000000 Penalty: 5524.556152
	Iteration 62Q: 3 clusters Score -1.277431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -12774313.000000 Penalty: 5524.556152
	Iteration 63F: 3 clusters Score -1.277431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Entering Unmasked Estep 
Score: -2657739.500000 Penalty: 2381.608398
	Iteration 0F: 2 clusters Score -2657740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2646936.500000 Penalty: 4763.216797
	Iteration 0F: 3 clusters Score -2646936 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2650282.000000 Penalty: 4763.216797
	Iteration 1F: 3 clusters Score -2650282 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2650627.500000 Penalty: 4763.216797
	Iteration 2F: 3 clusters Score -2650628 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2650914.000000 Penalty: 4763.216797
	Iteration 3Q: 3 clusters Score -2650914 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2651192.250000 Penalty: 4763.216797
	Iteration 4Q: 3 clusters Score -2651192 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2651411.750000 Penalty: 4763.216797
	Iteration 5Q: 3 clusters Score -2651412 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2651642.500000 Penalty: 4763.216797
	Iteration 6Q: 3 clusters Score -2651642 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2651881.500000 Penalty: 4763.216797
	Iteration 7Q: 3 clusters Score -2651882 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2652133.000000 Penalty: 4763.216797
	Iteration 8Q: 3 clusters Score -2652133 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2652414.500000 Penalty: 4763.216797
	Iteration 9Q: 3 clusters Score -2652414 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2652698.250000 Penalty: 4763.216797
	Iteration 10Q: 3 clusters Score -2652698 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2652969.000000 Penalty: 4763.216797
	Iteration 11Q: 3 clusters Score -2652969 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2653230.500000 Penalty: 4763.216797
	Iteration 12Q: 3 clusters Score -2653230 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2653516.500000 Penalty: 4763.216797
	Iteration 13Q: 3 clusters Score -2653516 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2653742.000000 Penalty: 4763.216797
	Iteration 14Q: 3 clusters Score -2653742 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2653965.750000 Penalty: 4763.216797
	Iteration 15Q: 3 clusters Score -2653966 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2654168.000000 Penalty: 4763.216797
	Iteration 16Q: 3 clusters Score -2654168 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2654359.000000 Penalty: 4763.216797
	Iteration 17Q: 3 clusters Score -2654359 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2654555.000000 Penalty: 4763.216797
	Iteration 18Q: 3 clusters Score -2654555 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2654736.250000 Penalty: 4763.216797
	Iteration 19Q: 3 clusters Score -2654736 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2654877.000000 Penalty: 4763.216797
	Iteration 20F: 3 clusters Score -2654877 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2655021.750000 Penalty: 4763.216797
	Iteration 21Q: 3 clusters Score -2655022 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2655125.250000 Penalty: 4763.216797
	Iteration 22Q: 3 clusters Score -2655125 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2655215.500000 Penalty: 4763.216797
	Iteration 23Q: 3 clusters Score -2655216 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2655290.750000 Penalty: 4763.216797
	Iteration 24Q: 3 clusters Score -2655291 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2655372.750000 Penalty: 4763.216797
	Iteration 25Q: 3 clusters Score -2655373 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2655449.250000 Penalty: 4763.216797
	Iteration 26Q: 3 clusters Score -2655449 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2655506.500000 Penalty: 4763.216797
	Iteration 27Q: 3 clusters Score -2655506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2655569.500000 Penalty: 4763.216797
	Iteration 28Q: 3 clusters Score -2655570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2655605.500000 Penalty: 4763.216797
	Iteration 29Q: 3 clusters Score -2655606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2655640.000000 Penalty: 4763.216797
	Iteration 30Q: 3 clusters Score -2655640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2655659.250000 Penalty: 4763.216797
	Iteration 31Q: 3 clusters Score -2655659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2655675.500000 Penalty: 4763.216797
	Iteration 32Q: 3 clusters Score -2655676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2655692.500000 Penalty: 4763.216797
	Iteration 33Q: 3 clusters Score -2655692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2655711.000000 Penalty: 4763.216797
	Iteration 34Q: 3 clusters Score -2655711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2655722.750000 Penalty: 4763.216797
	Iteration 35Q: 3 clusters Score -2655723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2655744.000000 Penalty: 4763.216797
	Iteration 36Q: 3 clusters Score -2655744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2655755.000000 Penalty: 4763.216797
	Iteration 37Q: 3 clusters Score -2655755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2655763.750000 Penalty: 4763.216797
	Iteration 38Q: 3 clusters Score -2655764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2655771.500000 Penalty: 4763.216797
	Iteration 39Q: 3 clusters Score -2655772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2655777.500000 Penalty: 4763.216797
	Iteration 40F: 3 clusters Score -2655778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2655784.000000 Penalty: 4763.216797
	Iteration 41Q: 3 clusters Score -2655784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2655783.500000 Penalty: 4763.216797
	Iteration 42Q: 3 clusters Score -2655784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2655788.250000 Penalty: 4763.216797
	Iteration 43Q: 3 clusters Score -2655788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2655791.750000 Penalty: 4763.216797
	Iteration 44Q: 3 clusters Score -2655792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2655795.000000 Penalty: 4763.216797
	Iteration 45Q: 3 clusters Score -2655795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2655797.750000 Penalty: 4763.216797
	Iteration 46Q: 3 clusters Score -2655798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2655800.750000 Penalty: 4763.216797
	Iteration 47Q: 3 clusters Score -2655801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2655808.500000 Penalty: 4763.216797
	Iteration 48Q: 3 clusters Score -2655808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2655810.250000 Penalty: 4763.216797
	Iteration 49Q: 3 clusters Score -2655810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2655814.000000 Penalty: 4763.216797
	Iteration 50Q: 3 clusters Score -2655814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2655815.000000 Penalty: 4763.216797
	Iteration 51Q: 3 clusters Score -2655815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2655815.750000 Penalty: 4763.216797
	Iteration 52Q: 3 clusters Score -2655816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2655813.750000 Penalty: 4763.216797
	Iteration 53Q: 3 clusters Score -2655814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2655823.750000 Penalty: 4763.216797
	Iteration 54Q: 3 clusters Score -2655824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2655821.250000 Penalty: 4763.216797
	Iteration 55Q: 3 clusters Score -2655821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2655826.250000 Penalty: 4763.216797
	Iteration 56Q: 3 clusters Score -2655826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2655824.750000 Penalty: 4763.216797
	Iteration 57Q: 3 clusters Score -2655825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2655827.750000 Penalty: 4763.216797
	Iteration 58Q: 3 clusters Score -2655828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2655834.250000 Penalty: 4763.216797
	Iteration 59Q: 3 clusters Score -2655834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2655835.750000 Penalty: 4763.216797
	Iteration 60F: 3 clusters Score -2655836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2655837.250000 Penalty: 4763.216797
	Iteration 61Q: 3 clusters Score -2655837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2655837.750000 Penalty: 4763.216797
	Iteration 62Q: 3 clusters Score -2655838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2655836.000000 Penalty: 4763.216797
	Iteration 63Q: 3 clusters Score -2655836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2655842.750000 Penalty: 4763.216797
	Iteration 64Q: 3 clusters Score -2655843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2655841.750000 Penalty: 4763.216797
	Iteration 65Q: 3 clusters Score -2655842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2655842.250000 Penalty: 4763.216797
	Iteration 66Q: 3 clusters Score -2655842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2655847.250000 Penalty: 4763.216797
	Iteration 67Q: 3 clusters Score -2655847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2655845.000000 Penalty: 4763.216797
	Iteration 68Q: 3 clusters Score -2655845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2655845.250000 Penalty: 4763.216797
	Iteration 69Q: 3 clusters Score -2655845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2655843.000000 Penalty: 4763.216797
	Iteration 70Q: 3 clusters Score -2655843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2655846.500000 Penalty: 4763.216797
	Iteration 71Q: 3 clusters Score -2655846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2655852.750000 Penalty: 4763.216797
	Iteration 72Q: 3 clusters Score -2655853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2655854.250000 Penalty: 4763.216797
	Iteration 73Q: 3 clusters Score -2655854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2655856.500000 Penalty: 4763.216797
	Iteration 74Q: 3 clusters Score -2655856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2655858.750000 Penalty: 4763.216797
	Iteration 75Q: 3 clusters Score -2655859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2655858.750000 Penalty: 4763.216797
	Iteration 76F: 3 clusters Score -2655859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Entering Unmasked Estep 
Score: -13552530.000000 Penalty: 2777.079102
	Iteration 0F: 2 clusters Score -1.355253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -13524904.000000 Penalty: 5554.158203
	Iteration 0F: 3 clusters Score -1.35249e+07 nChanged 34233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -13544121.000000 Penalty: 5554.158203
	Iteration 1F: 3 clusters Score -1.354412e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -13545611.000000 Penalty: 5554.158203
	Iteration 2Q: 3 clusters Score -1.354561e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -13547702.000000 Penalty: 5554.158203
	Iteration 3F: 3 clusters Score -1.35477e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -13550636.000000 Penalty: 5554.158203
	Iteration 4F: 3 clusters Score -1.355064e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -13554667.000000 Penalty: 5554.158203
	Iteration 5F: 3 clusters Score -1.355467e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -13559471.000000 Penalty: 5554.158203
	Iteration 6F: 3 clusters Score -1.355947e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -13563489.000000 Penalty: 5554.158203
	Iteration 7F: 3 clusters Score -1.356349e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -13565407.000000 Penalty: 5554.158203
	Iteration 8F: 3 clusters Score -1.356541e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -13565988.000000 Penalty: 5554.158203
	Iteration 9Q: 3 clusters Score -1.356599e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -13566144.000000 Penalty: 5554.158203
	Iteration 10Q: 3 clusters Score -1.356614e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -13566286.000000 Penalty: 5554.158203
	Iteration 11Q: 3 clusters Score -1.356629e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -13566371.000000 Penalty: 5554.158203
	Iteration 12Q: 3 clusters Score -1.356637e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -13566497.000000 Penalty: 5554.158203
	Iteration 13Q: 3 clusters Score -1.35665e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -13566540.000000 Penalty: 5554.158203
	Iteration 14Q: 3 clusters Score -1.356654e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -13566627.000000 Penalty: 5554.158203
	Iteration 15Q: 3 clusters Score -1.356663e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -13566627.000000 Penalty: 5554.158203
	Iteration 16Q: 3 clusters Score -1.356663e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -13566614.000000 Penalty: 5554.158203
	Iteration 17Q: 3 clusters Score -1.356661e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -13566625.000000 Penalty: 5554.158203
	Iteration 18Q: 3 clusters Score -1.356662e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -13566680.000000 Penalty: 5554.158203
	Iteration 19Q: 3 clusters Score -1.356668e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -13566704.000000 Penalty: 5554.158203
	Iteration 20F: 3 clusters Score -1.35667e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -13566669.000000 Penalty: 5554.158203
	Iteration 21Q: 3 clusters Score -1.356667e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -13566649.000000 Penalty: 5554.158203
	Iteration 22Q: 3 clusters Score -1.356665e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -13566671.000000 Penalty: 5554.158203
	Iteration 23Q: 3 clusters Score -1.356667e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -13566669.000000 Penalty: 5554.158203
	Iteration 24Q: 3 clusters Score -1.356667e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -13566715.000000 Penalty: 5554.158203
	Iteration 25Q: 3 clusters Score -1.356672e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -13566714.000000 Penalty: 5554.158203
	Iteration 26Q: 3 clusters Score -1.356671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -13566710.000000 Penalty: 5554.158203
	Iteration 27Q: 3 clusters Score -1.356671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -13566699.000000 Penalty: 5554.158203
	Iteration 28Q: 3 clusters Score -1.35667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -13566698.000000 Penalty: 5554.158203
	Iteration 29Q: 3 clusters Score -1.35667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -13566717.000000 Penalty: 5554.158203
	Iteration 30Q: 3 clusters Score -1.356672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -13566691.000000 Penalty: 5554.158203
	Iteration 31Q: 3 clusters Score -1.356669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -13566697.000000 Penalty: 5554.158203
	Iteration 32Q: 3 clusters Score -1.35667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -13566684.000000 Penalty: 5554.158203
	Iteration 33Q: 3 clusters Score -1.356668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -13566694.000000 Penalty: 5554.158203
	Iteration 34Q: 3 clusters Score -1.356669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -13566700.000000 Penalty: 5554.158203
	Iteration 35Q: 3 clusters Score -1.35667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -13566699.000000 Penalty: 5554.158203
	Iteration 36Q: 3 clusters Score -1.35667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -13566707.000000 Penalty: 5554.158203
	Iteration 37Q: 3 clusters Score -1.356671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -13566708.000000 Penalty: 5554.158203
	Iteration 38Q: 3 clusters Score -1.356671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -13566705.000000 Penalty: 5554.158203
	Iteration 39Q: 3 clusters Score -1.35667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -13566711.000000 Penalty: 5554.158203
	Iteration 40F: 3 clusters Score -1.356671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -13566713.000000 Penalty: 5554.158203
	Iteration 41Q: 3 clusters Score -1.356671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -13566711.000000 Penalty: 5554.158203
	Iteration 42Q: 3 clusters Score -1.356671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -13566714.000000 Penalty: 5554.158203
	Iteration 43Q: 3 clusters Score -1.356671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -13566714.000000 Penalty: 5554.158203
	Iteration 44F: 3 clusters Score -1.356671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49426 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 32912 members 
Mstep: Class 6 contains 46943 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 14134 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 68749 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 13 contains 324 members 
Mstep: Class 14 contains 45569 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 16 contains 52108 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 93846 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 45964 members 
Mstep: Class 21 contains 31368 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 63317 members 
Mstep: Class 24 contains 27408 members 
Entering Unmasked Estep 
Score: -110052592.000000 Penalty: 79215.406250
Splitting cluster 14 changes total score from -109985872.000000 to -110052592.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -156871.953125 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -156872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -155009.109375 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -155009.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -155295.531250 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -155295.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -155380.046875 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -155380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -155433.500000 Penalty: 3391.848877
	Iteration 3Q: 3 clusters Score -155433.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -155471.484375 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -155471.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -155504.078125 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -155504.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -155546.812500 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -155546.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -155595.437500 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -155595.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155634.781250 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -155634.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -155665.140625 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -155665.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155691.093750 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -155691.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -155710.406250 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -155710.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155750.500000 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -155750.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -155782.984375 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -155783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -155801.000000 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -155801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155811.718750 Penalty: 3391.848877
	Iteration 15Q: 3 clusters Score -155811.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -155837.375000 Penalty: 3391.848877
	Iteration 16Q: 3 clusters Score -155837.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -155886.828125 Penalty: 3391.848877
	Iteration 17Q: 3 clusters Score -155886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -155908.953125 Penalty: 3391.848877
	Iteration 18Q: 3 clusters Score -155909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155932.750000 Penalty: 3391.848877
	Iteration 19Q: 3 clusters Score -155932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -155942.500000 Penalty: 3391.848877
	Iteration 20F: 3 clusters Score -155942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -155962.734375 Penalty: 3391.848877
	Iteration 21Q: 3 clusters Score -155962.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -155980.218750 Penalty: 3391.848877
	Iteration 22Q: 3 clusters Score -155980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -155997.468750 Penalty: 3391.848877
	Iteration 23Q: 3 clusters Score -155997.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -156004.015625 Penalty: 3391.848877
	Iteration 24Q: 3 clusters Score -156004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -156008.656250 Penalty: 3391.848877
	Iteration 25Q: 3 clusters Score -156008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -156009.609375 Penalty: 3391.848877
	Iteration 26Q: 3 clusters Score -156009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -156009.609375 Penalty: 3391.848877
	Iteration 27F: 3 clusters Score -156009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Entering Unmasked Estep 
Score: -9652266.000000 Penalty: 2693.546143
	Iteration 0F: 2 clusters Score -9652266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -9622660.000000 Penalty: 5387.092285
	Iteration 0F: 3 clusters Score -9622660 nChanged 24196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -9636090.000000 Penalty: 5387.092285
	Iteration 1F: 3 clusters Score -9636090 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -9636509.000000 Penalty: 5387.092285
	Iteration 2Q: 3 clusters Score -9636509 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -9636877.000000 Penalty: 5387.092285
	Iteration 3Q: 3 clusters Score -9636877 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -9637301.000000 Penalty: 5387.092285
	Iteration 4Q: 3 clusters Score -9637301 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -9637643.000000 Penalty: 5387.092285
	Iteration 5Q: 3 clusters Score -9637643 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -9637997.000000 Penalty: 5387.092285
	Iteration 6Q: 3 clusters Score -9637997 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -9638331.000000 Penalty: 5387.092285
	Iteration 7Q: 3 clusters Score -9638331 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -9638846.000000 Penalty: 5387.092285
	Iteration 8Q: 3 clusters Score -9638846 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -9639593.000000 Penalty: 5387.092285
	Iteration 9Q: 3 clusters Score -9639593 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -9640658.000000 Penalty: 5387.092285
	Iteration 10Q: 3 clusters Score -9640658 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -9642249.000000 Penalty: 5387.092285
	Iteration 11Q: 3 clusters Score -9642249 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -9644157.000000 Penalty: 5387.092285
	Iteration 12F: 3 clusters Score -9644157 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -9646097.000000 Penalty: 5387.092285
	Iteration 13F: 3 clusters Score -9646097 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -9647410.000000 Penalty: 5387.092285
	Iteration 14Q: 3 clusters Score -9647410 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -9647973.000000 Penalty: 5387.092285
	Iteration 15Q: 3 clusters Score -9647973 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -9648191.000000 Penalty: 5387.092285
	Iteration 16Q: 3 clusters Score -9648191 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -9648214.000000 Penalty: 5387.092285
	Iteration 17Q: 3 clusters Score -9648214 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -9648322.000000 Penalty: 5387.092285
	Iteration 18Q: 3 clusters Score -9648322 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -9648396.000000 Penalty: 5387.092285
	Iteration 19Q: 3 clusters Score -9648396 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -9648413.000000 Penalty: 5387.092285
	Iteration 20F: 3 clusters Score -9648413 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -9648387.000000 Penalty: 5387.092285
	Iteration 21Q: 3 clusters Score -9648387 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -9648386.000000 Penalty: 5387.092285
	Iteration 22Q: 3 clusters Score -9648386 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -9648468.000000 Penalty: 5387.092285
	Iteration 23Q: 3 clusters Score -9648468 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -9648515.000000 Penalty: 5387.092285
	Iteration 24Q: 3 clusters Score -9648515 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -9648568.000000 Penalty: 5387.092285
	Iteration 25Q: 3 clusters Score -9648568 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -9648608.000000 Penalty: 5387.092285
	Iteration 26Q: 3 clusters Score -9648608 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -9648618.000000 Penalty: 5387.092285
	Iteration 27Q: 3 clusters Score -9648618 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -9648646.000000 Penalty: 5387.092285
	Iteration 28Q: 3 clusters Score -9648646 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -9648638.000000 Penalty: 5387.092285
	Iteration 29Q: 3 clusters Score -9648638 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -9648693.000000 Penalty: 5387.092285
	Iteration 30Q: 3 clusters Score -9648693 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -9648716.000000 Penalty: 5387.092285
	Iteration 31Q: 3 clusters Score -9648716 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -9648743.000000 Penalty: 5387.092285
	Iteration 32Q: 3 clusters Score -9648743 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -9648803.000000 Penalty: 5387.092285
	Iteration 33Q: 3 clusters Score -9648803 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -9648853.000000 Penalty: 5387.092285
	Iteration 34Q: 3 clusters Score -9648853 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -9648859.000000 Penalty: 5387.092285
	Iteration 35Q: 3 clusters Score -9648859 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -9648892.000000 Penalty: 5387.092285
	Iteration 36Q: 3 clusters Score -9648892 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -9648984.000000 Penalty: 5387.092285
	Iteration 37Q: 3 clusters Score -9648984 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -9649053.000000 Penalty: 5387.092285
	Iteration 38Q: 3 clusters Score -9649053 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -9649041.000000 Penalty: 5387.092285
	Iteration 39Q: 3 clusters Score -9649041 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -9649101.000000 Penalty: 5387.092285
	Iteration 40F: 3 clusters Score -9649101 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -9649170.000000 Penalty: 5387.092285
	Iteration 41Q: 3 clusters Score -9649170 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -9649201.000000 Penalty: 5387.092285
	Iteration 42Q: 3 clusters Score -9649201 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -9649241.000000 Penalty: 5387.092285
	Iteration 43Q: 3 clusters Score -9649241 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -9649317.000000 Penalty: 5387.092285
	Iteration 44Q: 3 clusters Score -9649317 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -9649398.000000 Penalty: 5387.092285
	Iteration 45Q: 3 clusters Score -9649398 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -9649483.000000 Penalty: 5387.092285
	Iteration 46Q: 3 clusters Score -9649483 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -9649622.000000 Penalty: 5387.092285
	Iteration 47Q: 3 clusters Score -9649622 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -9649707.000000 Penalty: 5387.092285
	Iteration 48Q: 3 clusters Score -9649707 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -9649752.000000 Penalty: 5387.092285
	Iteration 49Q: 3 clusters Score -9649752 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -9649891.000000 Penalty: 5387.092285
	Iteration 50Q: 3 clusters Score -9649891 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -9650024.000000 Penalty: 5387.092285
	Iteration 51Q: 3 clusters Score -9650024 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -9650201.000000 Penalty: 5387.092285
	Iteration 52Q: 3 clusters Score -9650201 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -9650408.000000 Penalty: 5387.092285
	Iteration 53Q: 3 clusters Score -9650408 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -9650651.000000 Penalty: 5387.092285
	Iteration 54Q: 3 clusters Score -9650651 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -9650896.000000 Penalty: 5387.092285
	Iteration 55Q: 3 clusters Score -9650896 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -9651165.000000 Penalty: 5387.092285
	Iteration 56Q: 3 clusters Score -9651165 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -9651387.000000 Penalty: 5387.092285
	Iteration 57Q: 3 clusters Score -9651387 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -9651666.000000 Penalty: 5387.092285
	Iteration 58Q: 3 clusters Score -9651666 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -9651814.000000 Penalty: 5387.092285
	Iteration 59Q: 3 clusters Score -9651814 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -9652142.000000 Penalty: 5387.092285
	Iteration 60F: 3 clusters Score -9652142 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -9652469.000000 Penalty: 5387.092285
	Iteration 61Q: 3 clusters Score -9652469 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -9652824.000000 Penalty: 5387.092285
	Iteration 62Q: 3 clusters Score -9652824 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -9653171.000000 Penalty: 5387.092285
	Iteration 63Q: 3 clusters Score -9653171 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -9653439.000000 Penalty: 5387.092285
	Iteration 64Q: 3 clusters Score -9653439 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -9653656.000000 Penalty: 5387.092285
	Iteration 65Q: 3 clusters Score -9653656 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -9653895.000000 Penalty: 5387.092285
	Iteration 66Q: 3 clusters Score -9653895 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -9654082.000000 Penalty: 5387.092285
	Iteration 67Q: 3 clusters Score -9654082 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -9654260.000000 Penalty: 5387.092285
	Iteration 68Q: 3 clusters Score -9654260 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -9654306.000000 Penalty: 5387.092285
	Iteration 69Q: 3 clusters Score -9654306 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -9654043.000000 Penalty: 5387.092285
	Iteration 70Q: 3 clusters Score -9654043 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -9653727.000000 Penalty: 5387.092285
	Iteration 71Q: 3 clusters Score -9653727 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -9653212.000000 Penalty: 5387.092285
	Iteration 72Q: 3 clusters Score -9653212 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -9652664.000000 Penalty: 5387.092285
	Iteration 73Q: 3 clusters Score -9652664 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -9652264.000000 Penalty: 5387.092285
	Iteration 74Q: 3 clusters Score -9652264 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -9652058.000000 Penalty: 5387.092285
	Iteration 75Q: 3 clusters Score -9652058 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9651897.000000 Penalty: 5387.092285
	Iteration 76Q: 3 clusters Score -9651897 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9651770.000000 Penalty: 5387.092285
	Iteration 77Q: 3 clusters Score -9651770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9651699.000000 Penalty: 5387.092285
	Iteration 78Q: 3 clusters Score -9651699 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9651622.000000 Penalty: 5387.092285
	Iteration 79Q: 3 clusters Score -9651622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9651956.000000 Penalty: 5387.092285
	Iteration 80F: 3 clusters Score -9651956 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9651351.000000 Penalty: 5387.092285
	Iteration 81Q: 3 clusters Score -9651351 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9651047.000000 Penalty: 5387.092285
	Iteration 82Q: 3 clusters Score -9651047 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9650794.000000 Penalty: 5387.092285
	Iteration 83Q: 3 clusters Score -9650794 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9650640.000000 Penalty: 5387.092285
	Iteration 84Q: 3 clusters Score -9650640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9650598.000000 Penalty: 5387.092285
	Iteration 85Q: 3 clusters Score -9650598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9650543.000000 Penalty: 5387.092285
	Iteration 86Q: 3 clusters Score -9650543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9650505.000000 Penalty: 5387.092285
	Iteration 87Q: 3 clusters Score -9650505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9650479.000000 Penalty: 5387.092285
	Iteration 88Q: 3 clusters Score -9650479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9650464.000000 Penalty: 5387.092285
	Iteration 89Q: 3 clusters Score -9650464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9650432.000000 Penalty: 5387.092285
	Iteration 90Q: 3 clusters Score -9650432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9650427.000000 Penalty: 5387.092285
	Iteration 91Q: 3 clusters Score -9650427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9650409.000000 Penalty: 5387.092285
	Iteration 92Q: 3 clusters Score -9650409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9650411.000000 Penalty: 5387.092285
	Iteration 93Q: 3 clusters Score -9650411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9650407.000000 Penalty: 5387.092285
	Iteration 94Q: 3 clusters Score -9650407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9650398.000000 Penalty: 5387.092285
	Iteration 95Q: 3 clusters Score -9650398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9650397.000000 Penalty: 5387.092285
	Iteration 96Q: 3 clusters Score -9650397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9650388.000000 Penalty: 5387.092285
	Iteration 97Q: 3 clusters Score -9650388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9650389.000000 Penalty: 5387.092285
	Iteration 98Q: 3 clusters Score -9650389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9650382.000000 Penalty: 5387.092285
	Iteration 99Q: 3 clusters Score -9650382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9650384.000000 Penalty: 5387.092285
	Iteration 100F: 3 clusters Score -9650384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9650383.000000 Penalty: 5387.092285
	Iteration 101Q: 3 clusters Score -9650383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9650383.000000 Penalty: 5387.092285
	Iteration 102F: 3 clusters Score -9650383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -122362.351562 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -122362.4 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 411 members 
Entering Unmasked Estep 
Score: -120701.781250 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -120701.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -121132.054688 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -121132.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -121320.328125 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -121320.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -121485.140625 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -121485.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -121661.906250 Penalty: 3332.630615
	Iteration 4F: 3 clusters Score -121661.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -121748.296875 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -121748.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121793.062500 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -121793.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121804.117188 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -121804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121814.179688 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -121814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121828.273438 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -121828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121828.820312 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -121828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121828.820312 Penalty: 3332.630615
	Iteration 11F: 3 clusters Score -121828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -199268.593750 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -199268.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -197313.140625 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -197313.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -197914.375000 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -197914.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -198026.218750 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -198026.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -198080.671875 Penalty: 3492.105957
	Iteration 3Q: 3 clusters Score -198080.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -198108.203125 Penalty: 3492.105957
	Iteration 4Q: 3 clusters Score -198108.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -198126.328125 Penalty: 3492.105957
	Iteration 5Q: 3 clusters Score -198126.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -198136.765625 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -198136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -198144.578125 Penalty: 3492.105957
	Iteration 7Q: 3 clusters Score -198144.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -198153.468750 Penalty: 3492.105957
	Iteration 8Q: 3 clusters Score -198153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -198154.281250 Penalty: 3492.105957
	Iteration 9Q: 3 clusters Score -198154.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -198154.281250 Penalty: 3492.105957
	Iteration 10F: 3 clusters Score -198154.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49426 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 32912 members 
Mstep: Class 6 contains 46943 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 68749 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 14 contains 45569 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 16 contains 52108 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 19 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110074888.000000 Penalty: 79215.406250
Iteration 39Q: 25 clusters Score -1.100749e+08 nChanged 43230
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 47426 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 6532 members 
Mstep: Class 5 contains 34063 members 
Mstep: Class 6 contains 53474 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 15049 members 
Mstep: Class 10 contains 3569 members 
Mstep: Class 11 contains 67609 members 
Mstep: Class 12 contains 15787 members 
Mstep: Class 13 contains 319 members 
Mstep: Class 14 contains 52646 members 
Mstep: Class 15 contains 930 members 
Mstep: Class 16 contains 50071 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 88284 members 
Mstep: Class 19 contains 1146 members 
Mstep: Class 20 contains 45354 members 
Mstep: Class 21 contains 31101 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 57609 members 
Mstep: Class 24 contains 26953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110096400.000000 Penalty: 79215.406250
Iteration 40F: 25 clusters Score -1.100964e+08 nChanged 37932
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 43910 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 6955 members 
Mstep: Class 5 contains 33868 members 
Mstep: Class 6 contains 56933 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 16317 members 
Mstep: Class 10 contains 3544 members 
Mstep: Class 11 contains 63706 members 
Mstep: Class 12 contains 16482 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 56155 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 45729 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 87428 members 
Mstep: Class 19 contains 1140 members 
Mstep: Class 20 contains 48158 members 
Mstep: Class 21 contains 33222 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 54482 members 
Mstep: Class 24 contains 28657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110104136.000000 Penalty: 79215.406250
Iteration 41F: 25 clusters Score -1.101041e+08 nChanged 33909
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 41356 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 7320 members 
Mstep: Class 5 contains 34210 members 
Mstep: Class 6 contains 59546 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 16482 members 
Mstep: Class 10 contains 3424 members 
Mstep: Class 11 contains 59733 members 
Mstep: Class 12 contains 17293 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 58912 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 45059 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 84651 members 
Mstep: Class 19 contains 1136 members 
Mstep: Class 20 contains 49491 members 
Mstep: Class 21 contains 35895 members 
Mstep: Class 22 contains 450 members 
Mstep: Class 23 contains 51565 members 
Mstep: Class 24 contains 30614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110106992.000000 Penalty: 79215.406250
Iteration 42F: 25 clusters Score -1.10107e+08 nChanged 29698
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39165 members 
Mstep: Class 3 contains 729 members 
Mstep: Class 4 contains 7664 members 
Mstep: Class 5 contains 34986 members 
Mstep: Class 6 contains 61283 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 16302 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 56396 members 
Mstep: Class 12 contains 18113 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 60489 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 44935 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 18 contains 81858 members 
Mstep: Class 19 contains 1130 members 
Mstep: Class 20 contains 50166 members 
Mstep: Class 21 contains 38769 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 49689 members 
Mstep: Class 24 contains 32505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110110928.000000 Penalty: 79215.406250
Iteration 43Q: 25 clusters Score -1.101109e+08 nChanged 25235
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 37401 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 5 contains 36264 members 
Mstep: Class 6 contains 61758 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16011 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 11 contains 53926 members 
Mstep: Class 12 contains 18899 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 61234 members 
Mstep: Class 15 contains 808 members 
Mstep: Class 16 contains 44918 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 79132 members 
Mstep: Class 19 contains 1128 members 
Mstep: Class 20 contains 50558 members 
Mstep: Class 21 contains 41544 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 48531 members 
Mstep: Class 24 contains 34281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110114056.000000 Penalty: 79215.406250
Iteration 44Q: 25 clusters Score -1.101141e+08 nChanged 21891
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 36027 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 8394 members 
Mstep: Class 5 contains 37733 members 
Mstep: Class 6 contains 61507 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 15745 members 
Mstep: Class 10 contains 2931 members 
Mstep: Class 11 contains 52066 members 
Mstep: Class 12 contains 19630 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 61448 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 44862 members 
Mstep: Class 17 contains 768 members 
Mstep: Class 18 contains 76505 members 
Mstep: Class 19 contains 1126 members 
Mstep: Class 20 contains 50515 members 
Mstep: Class 21 contains 44128 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 47968 members 
Mstep: Class 24 contains 36069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110117136.000000 Penalty: 79215.406250
Iteration 45Q: 25 clusters Score -1.101171e+08 nChanged 19839
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 34828 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 8769 members 
Mstep: Class 5 contains 39393 members 
Mstep: Class 6 contains 60887 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 15548 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 50690 members 
Mstep: Class 12 contains 20318 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 61379 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 44620 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 18 contains 74111 members 
Mstep: Class 19 contains 1128 members 
Mstep: Class 20 contains 50106 members 
Mstep: Class 21 contains 46566 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 47616 members 
Mstep: Class 24 contains 37879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110120648.000000 Penalty: 79215.406250
Iteration 46Q: 25 clusters Score -1.101206e+08 nChanged 17837
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 33849 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 9109 members 
Mstep: Class 5 contains 41017 members 
Mstep: Class 6 contains 60042 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 15436 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 49640 members 
Mstep: Class 12 contains 20979 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 61126 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 44308 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 18 contains 71899 members 
Mstep: Class 19 contains 1125 members 
Mstep: Class 20 contains 49612 members 
Mstep: Class 21 contains 48798 members 
Mstep: Class 22 contains 488 members 
Mstep: Class 23 contains 47275 members 
Mstep: Class 24 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110124368.000000 Penalty: 79215.406250
Iteration 47Q: 25 clusters Score -1.101244e+08 nChanged 16771
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 32938 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 42629 members 
Mstep: Class 6 contains 58891 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 48865 members 
Mstep: Class 12 contains 21587 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 60817 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 43910 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 18 contains 70079 members 
Mstep: Class 19 contains 1124 members 
Mstep: Class 20 contains 48972 members 
Mstep: Class 21 contains 50979 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 47021 members 
Mstep: Class 24 contains 41441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110127856.000000 Penalty: 79215.406250
Iteration 48Q: 25 clusters Score -1.101279e+08 nChanged 15369
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 32048 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9661 members 
Mstep: Class 5 contains 44037 members 
Mstep: Class 6 contains 57837 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 15443 members 
Mstep: Class 10 contains 2468 members 
Mstep: Class 11 contains 48427 members 
Mstep: Class 12 contains 22188 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 60361 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 43411 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 68461 members 
Mstep: Class 19 contains 1118 members 
Mstep: Class 20 contains 48444 members 
Mstep: Class 21 contains 52875 members 
Mstep: Class 22 contains 495 members 
Mstep: Class 23 contains 46782 members 
Mstep: Class 24 contains 43027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110131232.000000 Penalty: 79215.406250
Iteration 49Q: 25 clusters Score -1.101312e+08 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 31155 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 9943 members 
Mstep: Class 5 contains 45184 members 
Mstep: Class 6 contains 57053 members 
Mstep: Class 7 contains 2020 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 15569 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 48182 members 
Mstep: Class 12 contains 22733 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 59965 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 42967 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 67042 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 48152 members 
Mstep: Class 21 contains 54039 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 46522 members 
Mstep: Class 24 contains 44543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110133728.000000 Penalty: 79215.406250
Iteration 50Q: 25 clusters Score -1.101337e+08 nChanged 12714
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 30349 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 46337 members 
Mstep: Class 6 contains 56551 members 
Mstep: Class 7 contains 2031 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 15680 members 
Mstep: Class 10 contains 2350 members 
Mstep: Class 11 contains 47953 members 
Mstep: Class 12 contains 23269 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 59691 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 42461 members 
Mstep: Class 17 contains 792 members 
Mstep: Class 18 contains 65825 members 
Mstep: Class 19 contains 1112 members 
Mstep: Class 20 contains 47823 members 
Mstep: Class 21 contains 54718 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 46255 members 
Mstep: Class 24 contains 46019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110135368.000000 Penalty: 79215.406250
Iteration 51Q: 25 clusters Score -1.101354e+08 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 29557 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 10335 members 
Mstep: Class 5 contains 47365 members 
Mstep: Class 6 contains 56110 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 15852 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 47789 members 
Mstep: Class 12 contains 23710 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 59617 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 42045 members 
Mstep: Class 17 contains 798 members 
Mstep: Class 18 contains 64629 members 
Mstep: Class 19 contains 1113 members 
Mstep: Class 20 contains 47432 members 
Mstep: Class 21 contains 55009 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 45959 members 
Mstep: Class 24 contains 47719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136848.000000 Penalty: 79215.406250
Iteration 52Q: 25 clusters Score -1.101368e+08 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28728 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 10468 members 
Mstep: Class 5 contains 48157 members 
Mstep: Class 6 contains 55965 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15916 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 47713 members 
Mstep: Class 12 contains 24109 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 59630 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 41622 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 63442 members 
Mstep: Class 19 contains 1114 members 
Mstep: Class 20 contains 47115 members 
Mstep: Class 21 contains 55094 members 
Mstep: Class 22 contains 511 members 
Mstep: Class 23 contains 45890 members 
Mstep: Class 24 contains 49284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137488.000000 Penalty: 79215.406250
Iteration 53Q: 25 clusters Score -1.101375e+08 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27990 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 10598 members 
Mstep: Class 5 contains 48525 members 
Mstep: Class 6 contains 56025 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15986 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 47647 members 
Mstep: Class 12 contains 24471 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 59742 members 
Mstep: Class 15 contains 670 members 
Mstep: Class 16 contains 41331 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 62248 members 
Mstep: Class 19 contains 1113 members 
Mstep: Class 20 contains 47057 members 
Mstep: Class 21 contains 54918 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 45888 members 
Mstep: Class 24 contains 50703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138808.000000 Penalty: 79215.406250
Iteration 54Q: 25 clusters Score -1.101388e+08 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27299 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 10749 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 56279 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 16110 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 47681 members 
Mstep: Class 12 contains 24802 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 59972 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 41125 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 61105 members 
Mstep: Class 19 contains 1113 members 
Mstep: Class 20 contains 47047 members 
Mstep: Class 21 contains 54662 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45903 members 
Mstep: Class 24 contains 51731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139264.000000 Penalty: 79215.406250
Iteration 55Q: 25 clusters Score -1.101393e+08 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 26729 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 10855 members 
Mstep: Class 5 contains 48631 members 
Mstep: Class 6 contains 56577 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 16246 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 11 contains 47729 members 
Mstep: Class 12 contains 25171 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 60314 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 40991 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 60036 members 
Mstep: Class 19 contains 1113 members 
Mstep: Class 20 contains 47182 members 
Mstep: Class 21 contains 54399 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 45882 members 
Mstep: Class 24 contains 52408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139288.000000 Penalty: 79215.406250
Iteration 56Q: 25 clusters Score -1.101393e+08 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 26170 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 10965 members 
Mstep: Class 5 contains 48710 members 
Mstep: Class 6 contains 56853 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 16370 members 
Mstep: Class 10 contains 2228 members 
Mstep: Class 11 contains 47726 members 
Mstep: Class 12 contains 25513 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 60626 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 40862 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 59006 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 47410 members 
Mstep: Class 21 contains 54150 members 
Mstep: Class 22 contains 510 members 
Mstep: Class 23 contains 45861 members 
Mstep: Class 24 contains 52928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139312.000000 Penalty: 79215.406250
Iteration 57Q: 25 clusters Score -1.101393e+08 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25605 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 11053 members 
Mstep: Class 5 contains 48929 members 
Mstep: Class 6 contains 57107 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16535 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 47688 members 
Mstep: Class 12 contains 25820 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 60976 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 40765 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 57966 members 
Mstep: Class 19 contains 1112 members 
Mstep: Class 20 contains 47680 members 
Mstep: Class 21 contains 53971 members 
Mstep: Class 22 contains 511 members 
Mstep: Class 23 contains 45839 members 
Mstep: Class 24 contains 53219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139440.000000 Penalty: 79215.406250
Iteration 58Q: 25 clusters Score -1.101394e+08 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25090 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 11150 members 
Mstep: Class 5 contains 49200 members 
Mstep: Class 6 contains 57394 members 
Mstep: Class 7 contains 2110 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 16639 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 47653 members 
Mstep: Class 12 contains 26082 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 61366 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 40703 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 56991 members 
Mstep: Class 19 contains 1112 members 
Mstep: Class 20 contains 47880 members 
Mstep: Class 21 contains 53791 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 45836 members 
Mstep: Class 24 contains 53383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139280.000000 Penalty: 79215.406250
Iteration 59Q: 25 clusters Score -1.101393e+08 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24649 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 11242 members 
Mstep: Class 5 contains 49555 members 
Mstep: Class 6 contains 57705 members 
Mstep: Class 7 contains 2119 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 16742 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 47592 members 
Mstep: Class 12 contains 26294 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 61776 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 40638 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 56115 members 
Mstep: Class 19 contains 1112 members 
Mstep: Class 20 contains 47968 members 
Mstep: Class 21 contains 53611 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 45868 members 
Mstep: Class 24 contains 53407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140872.000000 Penalty: 79215.406250
Iteration 60F: 25 clusters Score -1.101409e+08 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24002 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 11359 members 
Mstep: Class 5 contains 51319 members 
Mstep: Class 6 contains 58017 members 
Mstep: Class 7 contains 2128 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 16896 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 47418 members 
Mstep: Class 12 contains 26479 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 62067 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 40561 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 55199 members 
Mstep: Class 19 contains 1113 members 
Mstep: Class 20 contains 47197 members 
Mstep: Class 21 contains 53514 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 45766 members 
Mstep: Class 24 contains 53373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141392.000000 Penalty: 79215.406250
Iteration 61Q: 25 clusters Score -1.101414e+08 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23415 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 52263 members 
Mstep: Class 6 contains 58386 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 17074 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 47428 members 
Mstep: Class 12 contains 26663 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 62251 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 40479 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 54398 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 53416 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 45713 members 
Mstep: Class 24 contains 53350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141808.000000 Penalty: 79215.406250
Iteration 62Q: 25 clusters Score -1.101418e+08 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22920 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 11519 members 
Mstep: Class 5 contains 52733 members 
Mstep: Class 6 contains 58675 members 
Mstep: Class 7 contains 2145 members 
Mstep: Class 8 contains 248 members 
Mstep: Class 9 contains 17272 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 47530 members 
Mstep: Class 12 contains 26839 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 62412 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 40344 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 53649 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 46858 members 
Mstep: Class 21 contains 53350 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 45735 members 
Mstep: Class 24 contains 53337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141656.000000 Penalty: 79215.406250
Iteration 63Q: 25 clusters Score -1.101417e+08 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 22398 members 
Mstep: Class 3 contains 776 members 
Mstep: Class 4 contains 11601 members 
Mstep: Class 5 contains 53022 members 
Mstep: Class 6 contains 58853 members 
Mstep: Class 7 contains 2148 members 
Mstep: Class 8 contains 249 members 
Mstep: Class 9 contains 17506 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 47655 members 
Mstep: Class 12 contains 27000 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 62528 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 40190 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 52889 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 47096 members 
Mstep: Class 21 contains 53318 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45781 members 
Mstep: Class 24 contains 53351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141864.000000 Penalty: 79215.406250
Iteration 64Q: 25 clusters Score -1.101419e+08 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21931 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 53184 members 
Mstep: Class 6 contains 58955 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 248 members 
Mstep: Class 9 contains 17769 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 47717 members 
Mstep: Class 12 contains 27137 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 62572 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 52232 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 47567 members 
Mstep: Class 21 contains 53297 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 45759 members 
Mstep: Class 24 contains 53358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141928.000000 Penalty: 79215.406250
Iteration 65Q: 25 clusters Score -1.101419e+08 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21531 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 11780 members 
Mstep: Class 5 contains 53405 members 
Mstep: Class 6 contains 58996 members 
Mstep: Class 7 contains 2165 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 18037 members 
Mstep: Class 10 contains 2141 members 
Mstep: Class 11 contains 47683 members 
Mstep: Class 12 contains 27245 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 62565 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 39849 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 51746 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 47984 members 
Mstep: Class 21 contains 53246 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 45774 members 
Mstep: Class 24 contains 53343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142416.000000 Penalty: 79215.406250
Iteration 66Q: 25 clusters Score -1.101424e+08 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21131 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 11864 members 
Mstep: Class 5 contains 53683 members 
Mstep: Class 6 contains 59006 members 
Mstep: Class 7 contains 2172 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 18321 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 47644 members 
Mstep: Class 12 contains 27343 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 62549 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 39624 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 51403 members 
Mstep: Class 19 contains 1109 members 
Mstep: Class 20 contains 48327 members 
Mstep: Class 21 contains 53137 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 45822 members 
Mstep: Class 24 contains 53331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142424.000000 Penalty: 79215.406250
Iteration 67Q: 25 clusters Score -1.101424e+08 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20765 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 11937 members 
Mstep: Class 5 contains 53954 members 
Mstep: Class 6 contains 58952 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 18629 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 47628 members 
Mstep: Class 12 contains 27426 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 62473 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 39431 members 
Mstep: Class 17 contains 811 members 
Mstep: Class 18 contains 51148 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 48705 members 
Mstep: Class 21 contains 52956 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45926 members 
Mstep: Class 24 contains 53258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142592.000000 Penalty: 79215.406250
Iteration 68Q: 25 clusters Score -1.101426e+08 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20407 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12038 members 
Mstep: Class 5 contains 54250 members 
Mstep: Class 6 contains 58945 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 18989 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 47579 members 
Mstep: Class 12 contains 27493 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 62432 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 39174 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 50939 members 
Mstep: Class 19 contains 1109 members 
Mstep: Class 20 contains 49101 members 
Mstep: Class 21 contains 52722 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45999 members 
Mstep: Class 24 contains 53125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142624.000000 Penalty: 79215.406250
Iteration 69Q: 25 clusters Score -1.101426e+08 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20104 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12157 members 
Mstep: Class 5 contains 54619 members 
Mstep: Class 6 contains 58974 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 254 members 
Mstep: Class 9 contains 19405 members 
Mstep: Class 10 contains 2112 members 
Mstep: Class 11 contains 47545 members 
Mstep: Class 12 contains 27560 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 62325 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 38985 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50739 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 49348 members 
Mstep: Class 21 contains 52506 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46013 members 
Mstep: Class 24 contains 52924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143040.000000 Penalty: 79215.406250
Iteration 70Q: 25 clusters Score -1.10143e+08 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19886 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 54973 members 
Mstep: Class 6 contains 58940 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 19902 members 
Mstep: Class 10 contains 2087 members 
Mstep: Class 11 contains 47523 members 
Mstep: Class 12 contains 27619 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 62104 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 38765 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50610 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 49643 members 
Mstep: Class 21 contains 52291 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46025 members 
Mstep: Class 24 contains 52693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143136.000000 Penalty: 79215.406250
Iteration 71Q: 25 clusters Score -1.101431e+08 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19694 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12385 members 
Mstep: Class 5 contains 55232 members 
Mstep: Class 6 contains 58862 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 20463 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 47502 members 
Mstep: Class 12 contains 27659 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 61810 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 38569 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50480 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 49991 members 
Mstep: Class 21 contains 52114 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46006 members 
Mstep: Class 24 contains 52479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142712.000000 Penalty: 79215.406250
Iteration 72Q: 25 clusters Score -1.101427e+08 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19549 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12519 members 
Mstep: Class 5 contains 55379 members 
Mstep: Class 6 contains 58748 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 21121 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 11 contains 47436 members 
Mstep: Class 12 contains 27716 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 61381 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 38367 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50364 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 50425 members 
Mstep: Class 21 contains 51947 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45975 members 
Mstep: Class 24 contains 52339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142880.000000 Penalty: 79215.406250
Iteration 73Q: 25 clusters Score -1.101429e+08 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19458 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12671 members 
Mstep: Class 5 contains 55486 members 
Mstep: Class 6 contains 58522 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 21899 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 47345 members 
Mstep: Class 12 contains 27756 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 60969 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 38149 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 50296 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 50774 members 
Mstep: Class 21 contains 51735 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45967 members 
Mstep: Class 24 contains 52247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143248.000000 Penalty: 79215.406250
Iteration 74Q: 25 clusters Score -1.101432e+08 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19399 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12840 members 
Mstep: Class 5 contains 55565 members 
Mstep: Class 6 contains 58285 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 22670 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 47259 members 
Mstep: Class 12 contains 27792 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 60544 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 37912 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50235 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 51088 members 
Mstep: Class 21 contains 51529 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45974 members 
Mstep: Class 24 contains 52186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143600.000000 Penalty: 79215.406250
Iteration 75Q: 25 clusters Score -1.101436e+08 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19388 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12981 members 
Mstep: Class 5 contains 55586 members 
Mstep: Class 6 contains 57991 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 23436 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 47157 members 
Mstep: Class 12 contains 27824 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 60153 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 37759 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50165 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 51371 members 
Mstep: Class 21 contains 51341 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46004 members 
Mstep: Class 24 contains 52127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144288.000000 Penalty: 79215.406250
Iteration 76Q: 25 clusters Score -1.101443e+08 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19384 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13149 members 
Mstep: Class 5 contains 55482 members 
Mstep: Class 6 contains 57734 members 
Mstep: Class 7 contains 2186 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 24249 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 47108 members 
Mstep: Class 12 contains 27854 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 59752 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 37659 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50061 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 51567 members 
Mstep: Class 21 contains 51170 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46033 members 
Mstep: Class 24 contains 52078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145040.000000 Penalty: 79215.406250
Iteration 77Q: 25 clusters Score -1.10145e+08 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19381 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13295 members 
Mstep: Class 5 contains 55265 members 
Mstep: Class 6 contains 57530 members 
Mstep: Class 7 contains 2188 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 25036 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 47083 members 
Mstep: Class 12 contains 27882 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 59429 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 37598 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49927 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 51718 members 
Mstep: Class 21 contains 50995 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46088 members 
Mstep: Class 24 contains 52050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145656.000000 Penalty: 79215.406250
Iteration 78Q: 25 clusters Score -1.101457e+08 nChanged 5249
Entering ConstructFrom: 
Score: -110145656.000000 Penalty: 79215.406250
Entering ConstructFrom: 
Trying to split cluster 1 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -110738.093750 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -110738.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -109141.015625 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -109141 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -109387.242188 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -109387.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -109558.125000 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -109558.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -109706.375000 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -109706.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -109783.765625 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -109783.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -109817.710938 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -109817.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109838.273438 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -109838.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109858.218750 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -109858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -109860.796875 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -109860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -109861.390625 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -109861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -109878.343750 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -109878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -109880.085938 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -109880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -109885.203125 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -109885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -109889.789062 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -109889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -109891.710938 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -109891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -109892.718750 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -109892.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109894.062500 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -109894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -109895.203125 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -109895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -109898.625000 Penalty: 3205.662598
	Iteration 18F: 3 clusters Score -109898.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109938.742188 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -109938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -109953.648438 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -109953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -109963.929688 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -109963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -109965.406250 Penalty: 3205.662598
	Iteration 22Q: 3 clusters Score -109965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -109967.859375 Penalty: 3205.662598
	Iteration 23Q: 3 clusters Score -109967.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -109967.859375 Penalty: 3205.662598
	Iteration 24F: 3 clusters Score -109967.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Entering Unmasked Estep 
Score: -3599937.750000 Penalty: 2448.459717
	Iteration 0F: 2 clusters Score -3599938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3586252.250000 Penalty: 4896.919434
	Iteration 0F: 3 clusters Score -3586252 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3590936.500000 Penalty: 4896.919434
	Iteration 1F: 3 clusters Score -3590936 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3591340.250000 Penalty: 4896.919434
	Iteration 2F: 3 clusters Score -3591340 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3591754.250000 Penalty: 4896.919434
	Iteration 3Q: 3 clusters Score -3591754 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3592130.500000 Penalty: 4896.919434
	Iteration 4Q: 3 clusters Score -3592130 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3592550.750000 Penalty: 4896.919434
	Iteration 5Q: 3 clusters Score -3592551 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3592999.000000 Penalty: 4896.919434
	Iteration 6Q: 3 clusters Score -3592999 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3593569.250000 Penalty: 4896.919434
	Iteration 7Q: 3 clusters Score -3593569 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -3594218.750000 Penalty: 4896.919434
	Iteration 8F: 3 clusters Score -3594219 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3594955.000000 Penalty: 4896.919434
	Iteration 9F: 3 clusters Score -3594955 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3595651.500000 Penalty: 4896.919434
	Iteration 10F: 3 clusters Score -3595652 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3596129.000000 Penalty: 4896.919434
	Iteration 11Q: 3 clusters Score -3596129 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3596445.000000 Penalty: 4896.919434
	Iteration 12Q: 3 clusters Score -3596445 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3596683.000000 Penalty: 4896.919434
	Iteration 13Q: 3 clusters Score -3596683 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3596866.250000 Penalty: 4896.919434
	Iteration 14Q: 3 clusters Score -3596866 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3597036.500000 Penalty: 4896.919434
	Iteration 15Q: 3 clusters Score -3597036 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -3597172.500000 Penalty: 4896.919434
	Iteration 16Q: 3 clusters Score -3597172 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3597264.000000 Penalty: 4896.919434
	Iteration 17Q: 3 clusters Score -3597264 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3597346.250000 Penalty: 4896.919434
	Iteration 18Q: 3 clusters Score -3597346 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3597402.000000 Penalty: 4896.919434
	Iteration 19Q: 3 clusters Score -3597402 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3597462.500000 Penalty: 4896.919434
	Iteration 20F: 3 clusters Score -3597462 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3597499.250000 Penalty: 4896.919434
	Iteration 21Q: 3 clusters Score -3597499 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3597533.250000 Penalty: 4896.919434
	Iteration 22Q: 3 clusters Score -3597533 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3597565.250000 Penalty: 4896.919434
	Iteration 23Q: 3 clusters Score -3597565 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3597591.250000 Penalty: 4896.919434
	Iteration 24Q: 3 clusters Score -3597591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3597607.250000 Penalty: 4896.919434
	Iteration 25Q: 3 clusters Score -3597607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3597622.750000 Penalty: 4896.919434
	Iteration 26Q: 3 clusters Score -3597623 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3597634.000000 Penalty: 4896.919434
	Iteration 27Q: 3 clusters Score -3597634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3597647.500000 Penalty: 4896.919434
	Iteration 28Q: 3 clusters Score -3597648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3597654.500000 Penalty: 4896.919434
	Iteration 29Q: 3 clusters Score -3597654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3597662.000000 Penalty: 4896.919434
	Iteration 30Q: 3 clusters Score -3597662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3597666.500000 Penalty: 4896.919434
	Iteration 31Q: 3 clusters Score -3597666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3597693.000000 Penalty: 4896.919434
	Iteration 32Q: 3 clusters Score -3597693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3597712.250000 Penalty: 4896.919434
	Iteration 33Q: 3 clusters Score -3597712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3597729.750000 Penalty: 4896.919434
	Iteration 34Q: 3 clusters Score -3597730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3597738.250000 Penalty: 4896.919434
	Iteration 35Q: 3 clusters Score -3597738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3597745.000000 Penalty: 4896.919434
	Iteration 36Q: 3 clusters Score -3597745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3597758.000000 Penalty: 4896.919434
	Iteration 37Q: 3 clusters Score -3597758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3597761.750000 Penalty: 4896.919434
	Iteration 38Q: 3 clusters Score -3597762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3597774.000000 Penalty: 4896.919434
	Iteration 39Q: 3 clusters Score -3597774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3597778.500000 Penalty: 4896.919434
	Iteration 40F: 3 clusters Score -3597778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3597780.750000 Penalty: 4896.919434
	Iteration 41Q: 3 clusters Score -3597781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3597791.750000 Penalty: 4896.919434
	Iteration 42Q: 3 clusters Score -3597792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3597795.000000 Penalty: 4896.919434
	Iteration 43Q: 3 clusters Score -3597795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3597790.250000 Penalty: 4896.919434
	Iteration 44Q: 3 clusters Score -3597790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3597801.000000 Penalty: 4896.919434
	Iteration 45Q: 3 clusters Score -3597801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3597809.000000 Penalty: 4896.919434
	Iteration 46Q: 3 clusters Score -3597809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3597826.000000 Penalty: 4896.919434
	Iteration 47Q: 3 clusters Score -3597826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3597829.500000 Penalty: 4896.919434
	Iteration 48Q: 3 clusters Score -3597830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3597835.500000 Penalty: 4896.919434
	Iteration 49Q: 3 clusters Score -3597836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3597839.250000 Penalty: 4896.919434
	Iteration 50Q: 3 clusters Score -3597839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3597849.250000 Penalty: 4896.919434
	Iteration 51Q: 3 clusters Score -3597849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3597858.500000 Penalty: 4896.919434
	Iteration 52Q: 3 clusters Score -3597858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3597852.750000 Penalty: 4896.919434
	Iteration 53Q: 3 clusters Score -3597853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3597855.250000 Penalty: 4896.919434
	Iteration 54Q: 3 clusters Score -3597855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3597867.750000 Penalty: 4896.919434
	Iteration 55Q: 3 clusters Score -3597868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3597864.500000 Penalty: 4896.919434
	Iteration 56Q: 3 clusters Score -3597864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3597876.000000 Penalty: 4896.919434
	Iteration 57Q: 3 clusters Score -3597876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3597878.750000 Penalty: 4896.919434
	Iteration 58Q: 3 clusters Score -3597879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3597886.500000 Penalty: 4896.919434
	Iteration 59Q: 3 clusters Score -3597886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3597891.750000 Penalty: 4896.919434
	Iteration 60F: 3 clusters Score -3597892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3597893.250000 Penalty: 4896.919434
	Iteration 61Q: 3 clusters Score -3597893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3597905.250000 Penalty: 4896.919434
	Iteration 62Q: 3 clusters Score -3597905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3597900.250000 Penalty: 4896.919434
	Iteration 63Q: 3 clusters Score -3597900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3597904.000000 Penalty: 4896.919434
	Iteration 64Q: 3 clusters Score -3597904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3597899.500000 Penalty: 4896.919434
	Iteration 65Q: 3 clusters Score -3597900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3597903.250000 Penalty: 4896.919434
	Iteration 66Q: 3 clusters Score -3597903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3597901.750000 Penalty: 4896.919434
	Iteration 67Q: 3 clusters Score -3597902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3597910.000000 Penalty: 4896.919434
	Iteration 68Q: 3 clusters Score -3597910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3597907.250000 Penalty: 4896.919434
	Iteration 69Q: 3 clusters Score -3597907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3597912.000000 Penalty: 4896.919434
	Iteration 70Q: 3 clusters Score -3597912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3597917.500000 Penalty: 4896.919434
	Iteration 71Q: 3 clusters Score -3597918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3597917.500000 Penalty: 4896.919434
	Iteration 72Q: 3 clusters Score -3597918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3597916.250000 Penalty: 4896.919434
	Iteration 73Q: 3 clusters Score -3597916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3597920.500000 Penalty: 4896.919434
	Iteration 74Q: 3 clusters Score -3597920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3597921.000000 Penalty: 4896.919434
	Iteration 75Q: 3 clusters Score -3597921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3597917.500000 Penalty: 4896.919434
	Iteration 76Q: 3 clusters Score -3597918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3597923.000000 Penalty: 4896.919434
	Iteration 77Q: 3 clusters Score -3597923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3597927.000000 Penalty: 4896.919434
	Iteration 78Q: 3 clusters Score -3597927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3597926.750000 Penalty: 4896.919434
	Iteration 79Q: 3 clusters Score -3597927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3597926.000000 Penalty: 4896.919434
	Iteration 80F: 3 clusters Score -3597926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3597925.250000 Penalty: 4896.919434
	Iteration 81Q: 3 clusters Score -3597925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3597929.250000 Penalty: 4896.919434
	Iteration 82Q: 3 clusters Score -3597929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3597929.250000 Penalty: 4896.919434
	Iteration 83Q: 3 clusters Score -3597929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3597939.250000 Penalty: 4896.919434
	Iteration 84Q: 3 clusters Score -3597939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3597935.750000 Penalty: 4896.919434
	Iteration 85Q: 3 clusters Score -3597936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3597941.250000 Penalty: 4896.919434
	Iteration 86Q: 3 clusters Score -3597941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3597943.750000 Penalty: 4896.919434
	Iteration 87Q: 3 clusters Score -3597944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3597947.500000 Penalty: 4896.919434
	Iteration 88Q: 3 clusters Score -3597948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3597942.000000 Penalty: 4896.919434
	Iteration 89Q: 3 clusters Score -3597942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3597942.250000 Penalty: 4896.919434
	Iteration 90Q: 3 clusters Score -3597942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3597941.250000 Penalty: 4896.919434
	Iteration 91Q: 3 clusters Score -3597941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3597941.000000 Penalty: 4896.919434
	Iteration 92Q: 3 clusters Score -3597941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3597943.750000 Penalty: 4896.919434
	Iteration 93Q: 3 clusters Score -3597944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3597947.000000 Penalty: 4896.919434
	Iteration 94Q: 3 clusters Score -3597947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3597947.750000 Penalty: 4896.919434
	Iteration 95Q: 3 clusters Score -3597948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3597950.500000 Penalty: 4896.919434
	Iteration 96Q: 3 clusters Score -3597950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3597945.250000 Penalty: 4896.919434
	Iteration 97Q: 3 clusters Score -3597945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3597947.500000 Penalty: 4896.919434
	Iteration 98Q: 3 clusters Score -3597948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3597949.000000 Penalty: 4896.919434
	Iteration 99Q: 3 clusters Score -3597949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3597947.500000 Penalty: 4896.919434
	Iteration 100F: 3 clusters Score -3597948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3597947.750000 Penalty: 4896.919434
	Iteration 101Q: 3 clusters Score -3597948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3597948.000000 Penalty: 4896.919434
	Iteration 102Q: 3 clusters Score -3597948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3597947.500000 Penalty: 4896.919434
	Iteration 103Q: 3 clusters Score -3597948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3597951.250000 Penalty: 4896.919434
	Iteration 104Q: 3 clusters Score -3597951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3597951.250000 Penalty: 4896.919434
	Iteration 105Q: 3 clusters Score -3597951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3597949.750000 Penalty: 4896.919434
	Iteration 106Q: 3 clusters Score -3597950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3597949.750000 Penalty: 4896.919434
	Iteration 107F: 3 clusters Score -3597950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -91802.023438 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -91802.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90198.937500 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -90198.94 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90938.406250 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -90938.41 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91440.945312 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -91440.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -91709.492188 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -91709.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91946.328125 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -91946.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -92049.632812 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -92049.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92111.023438 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -92111.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -92149.656250 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -92149.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92172.601562 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -92172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92178.515625 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -92178.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92185.976562 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -92185.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -92193.695312 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -92193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92211.437500 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -92211.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92221.757812 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -92221.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92224.156250 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -92224.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92230.875000 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -92230.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92231.132812 Penalty: 3306.810547
	Iteration 16F: 3 clusters Score -92231.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92242.460938 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -92242.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92252.179688 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -92252.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92262.742188 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -92262.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92267.125000 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -92267.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92270.195312 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -92270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92280.421875 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -92280.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92292.195312 Penalty: 3306.810547
	Iteration 23Q: 3 clusters Score -92292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92306.171875 Penalty: 3306.810547
	Iteration 24Q: 3 clusters Score -92306.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -92310.812500 Penalty: 3306.810547
	Iteration 25Q: 3 clusters Score -92310.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92325.671875 Penalty: 3306.810547
	Iteration 26Q: 3 clusters Score -92325.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92325.671875 Penalty: 3306.810547
	Iteration 27F: 3 clusters Score -92325.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19396 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 13418 members 
Mstep: Class 5 contains 55067 members 
Mstep: Class 6 contains 57357 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 25777 members 
Mstep: Class 10 contains 2026 members 
Mstep: Class 11 contains 47053 members 
Mstep: Class 12 contains 27886 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 59144 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 37603 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49822 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 51924 members 
Mstep: Class 21 contains 50755 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46073 members 
Mstep: Class 24 contains 52013 members 
Mstep: Class 25 contains 345 members 
Entering Unmasked Estep 
Score: -110144704.000000 Penalty: 82516.046875
Splitting cluster 3 changes total score from -110145656.000000 to -110144704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (13418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Entering Unmasked Estep 
Score: -2477067.000000 Penalty: 2357.079346
	Iteration 0F: 2 clusters Score -2477067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2467198.500000 Penalty: 4714.158691
	Iteration 0F: 3 clusters Score -2467198 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2470168.250000 Penalty: 4714.158691
	Iteration 1F: 3 clusters Score -2470168 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2470466.250000 Penalty: 4714.158691
	Iteration 2F: 3 clusters Score -2470466 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2470680.500000 Penalty: 4714.158691
	Iteration 3Q: 3 clusters Score -2470680 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2470821.000000 Penalty: 4714.158691
	Iteration 4Q: 3 clusters Score -2470821 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2470919.500000 Penalty: 4714.158691
	Iteration 5Q: 3 clusters Score -2470920 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2470998.500000 Penalty: 4714.158691
	Iteration 6Q: 3 clusters Score -2470998 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2471061.750000 Penalty: 4714.158691
	Iteration 7Q: 3 clusters Score -2471062 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2471116.500000 Penalty: 4714.158691
	Iteration 8Q: 3 clusters Score -2471116 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2471163.750000 Penalty: 4714.158691
	Iteration 9Q: 3 clusters Score -2471164 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2471206.250000 Penalty: 4714.158691
	Iteration 10Q: 3 clusters Score -2471206 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2471254.500000 Penalty: 4714.158691
	Iteration 11Q: 3 clusters Score -2471254 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2471310.750000 Penalty: 4714.158691
	Iteration 12Q: 3 clusters Score -2471311 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2471365.250000 Penalty: 4714.158691
	Iteration 13Q: 3 clusters Score -2471365 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2471403.500000 Penalty: 4714.158691
	Iteration 14Q: 3 clusters Score -2471404 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2471459.250000 Penalty: 4714.158691
	Iteration 15Q: 3 clusters Score -2471459 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2471519.250000 Penalty: 4714.158691
	Iteration 16Q: 3 clusters Score -2471519 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2471571.250000 Penalty: 4714.158691
	Iteration 17Q: 3 clusters Score -2471571 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2471638.250000 Penalty: 4714.158691
	Iteration 18Q: 3 clusters Score -2471638 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2471712.250000 Penalty: 4714.158691
	Iteration 19Q: 3 clusters Score -2471712 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2471819.000000 Penalty: 4714.158691
	Iteration 20F: 3 clusters Score -2471819 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2471923.250000 Penalty: 4714.158691
	Iteration 21Q: 3 clusters Score -2471923 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2472067.750000 Penalty: 4714.158691
	Iteration 22Q: 3 clusters Score -2472068 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2472303.000000 Penalty: 4714.158691
	Iteration 23Q: 3 clusters Score -2472303 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2472598.750000 Penalty: 4714.158691
	Iteration 24Q: 3 clusters Score -2472599 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2472907.000000 Penalty: 4714.158691
	Iteration 25Q: 3 clusters Score -2472907 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2473223.000000 Penalty: 4714.158691
	Iteration 26Q: 3 clusters Score -2473223 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2473530.500000 Penalty: 4714.158691
	Iteration 27Q: 3 clusters Score -2473530 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2473775.500000 Penalty: 4714.158691
	Iteration 28Q: 3 clusters Score -2473776 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2473915.000000 Penalty: 4714.158691
	Iteration 29Q: 3 clusters Score -2473915 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2474023.250000 Penalty: 4714.158691
	Iteration 30Q: 3 clusters Score -2474023 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2474114.000000 Penalty: 4714.158691
	Iteration 31Q: 3 clusters Score -2474114 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2474187.250000 Penalty: 4714.158691
	Iteration 32Q: 3 clusters Score -2474187 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2474220.250000 Penalty: 4714.158691
	Iteration 33Q: 3 clusters Score -2474220 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2474263.000000 Penalty: 4714.158691
	Iteration 34Q: 3 clusters Score -2474263 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2474306.000000 Penalty: 4714.158691
	Iteration 35Q: 3 clusters Score -2474306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2474350.500000 Penalty: 4714.158691
	Iteration 36Q: 3 clusters Score -2474350 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2474391.750000 Penalty: 4714.158691
	Iteration 37Q: 3 clusters Score -2474392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2474420.000000 Penalty: 4714.158691
	Iteration 38Q: 3 clusters Score -2474420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2474459.000000 Penalty: 4714.158691
	Iteration 39Q: 3 clusters Score -2474459 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2474493.000000 Penalty: 4714.158691
	Iteration 40F: 3 clusters Score -2474493 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2474514.000000 Penalty: 4714.158691
	Iteration 41Q: 3 clusters Score -2474514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2474529.250000 Penalty: 4714.158691
	Iteration 42Q: 3 clusters Score -2474529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2474546.250000 Penalty: 4714.158691
	Iteration 43Q: 3 clusters Score -2474546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2474564.750000 Penalty: 4714.158691
	Iteration 44Q: 3 clusters Score -2474565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2474585.500000 Penalty: 4714.158691
	Iteration 45Q: 3 clusters Score -2474586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2474600.500000 Penalty: 4714.158691
	Iteration 46Q: 3 clusters Score -2474600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2474616.000000 Penalty: 4714.158691
	Iteration 47Q: 3 clusters Score -2474616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2474617.000000 Penalty: 4714.158691
	Iteration 48Q: 3 clusters Score -2474617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2474627.500000 Penalty: 4714.158691
	Iteration 49Q: 3 clusters Score -2474628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2474642.000000 Penalty: 4714.158691
	Iteration 50Q: 3 clusters Score -2474642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2474657.250000 Penalty: 4714.158691
	Iteration 51Q: 3 clusters Score -2474657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2474676.750000 Penalty: 4714.158691
	Iteration 52Q: 3 clusters Score -2474677 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2474696.750000 Penalty: 4714.158691
	Iteration 53Q: 3 clusters Score -2474697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2474713.000000 Penalty: 4714.158691
	Iteration 54Q: 3 clusters Score -2474713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2474727.500000 Penalty: 4714.158691
	Iteration 55Q: 3 clusters Score -2474728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2474733.000000 Penalty: 4714.158691
	Iteration 56Q: 3 clusters Score -2474733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2474736.500000 Penalty: 4714.158691
	Iteration 57Q: 3 clusters Score -2474736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2474745.750000 Penalty: 4714.158691
	Iteration 58Q: 3 clusters Score -2474746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2474758.500000 Penalty: 4714.158691
	Iteration 59Q: 3 clusters Score -2474758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2474765.250000 Penalty: 4714.158691
	Iteration 60F: 3 clusters Score -2474765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2474776.250000 Penalty: 4714.158691
	Iteration 61Q: 3 clusters Score -2474776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2474782.500000 Penalty: 4714.158691
	Iteration 62Q: 3 clusters Score -2474782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2474788.750000 Penalty: 4714.158691
	Iteration 63Q: 3 clusters Score -2474789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2474809.250000 Penalty: 4714.158691
	Iteration 64Q: 3 clusters Score -2474809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2474814.750000 Penalty: 4714.158691
	Iteration 65Q: 3 clusters Score -2474815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2474819.000000 Penalty: 4714.158691
	Iteration 66Q: 3 clusters Score -2474819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2474825.000000 Penalty: 4714.158691
	Iteration 67Q: 3 clusters Score -2474825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2474833.750000 Penalty: 4714.158691
	Iteration 68Q: 3 clusters Score -2474834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2474834.000000 Penalty: 4714.158691
	Iteration 69Q: 3 clusters Score -2474834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2474839.250000 Penalty: 4714.158691
	Iteration 70Q: 3 clusters Score -2474839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2474841.250000 Penalty: 4714.158691
	Iteration 71Q: 3 clusters Score -2474841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2474849.000000 Penalty: 4714.158691
	Iteration 72Q: 3 clusters Score -2474849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2474856.750000 Penalty: 4714.158691
	Iteration 73Q: 3 clusters Score -2474857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2474871.750000 Penalty: 4714.158691
	Iteration 74Q: 3 clusters Score -2474872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2474881.250000 Penalty: 4714.158691
	Iteration 75Q: 3 clusters Score -2474881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2474891.250000 Penalty: 4714.158691
	Iteration 76Q: 3 clusters Score -2474891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2474904.250000 Penalty: 4714.158691
	Iteration 77Q: 3 clusters Score -2474904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2474917.250000 Penalty: 4714.158691
	Iteration 78Q: 3 clusters Score -2474917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2474925.250000 Penalty: 4714.158691
	Iteration 79Q: 3 clusters Score -2474925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2474928.250000 Penalty: 4714.158691
	Iteration 80F: 3 clusters Score -2474928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2474936.000000 Penalty: 4714.158691
	Iteration 81Q: 3 clusters Score -2474936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2474945.750000 Penalty: 4714.158691
	Iteration 82Q: 3 clusters Score -2474946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2474945.500000 Penalty: 4714.158691
	Iteration 83Q: 3 clusters Score -2474946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2474959.750000 Penalty: 4714.158691
	Iteration 84Q: 3 clusters Score -2474960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2474966.000000 Penalty: 4714.158691
	Iteration 85Q: 3 clusters Score -2474966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2474965.250000 Penalty: 4714.158691
	Iteration 86Q: 3 clusters Score -2474965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2474974.750000 Penalty: 4714.158691
	Iteration 87Q: 3 clusters Score -2474975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2474976.500000 Penalty: 4714.158691
	Iteration 88Q: 3 clusters Score -2474976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2474976.500000 Penalty: 4714.158691
	Iteration 89Q: 3 clusters Score -2474976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2474979.250000 Penalty: 4714.158691
	Iteration 90Q: 3 clusters Score -2474979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2474982.750000 Penalty: 4714.158691
	Iteration 91Q: 3 clusters Score -2474983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2474991.250000 Penalty: 4714.158691
	Iteration 92Q: 3 clusters Score -2474991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2474993.250000 Penalty: 4714.158691
	Iteration 93Q: 3 clusters Score -2474993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2474994.500000 Penalty: 4714.158691
	Iteration 94Q: 3 clusters Score -2474994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2474999.250000 Penalty: 4714.158691
	Iteration 95Q: 3 clusters Score -2474999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2475002.750000 Penalty: 4714.158691
	Iteration 96Q: 3 clusters Score -2475003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2475004.250000 Penalty: 4714.158691
	Iteration 97Q: 3 clusters Score -2475004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2475008.000000 Penalty: 4714.158691
	Iteration 98Q: 3 clusters Score -2475008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2475009.250000 Penalty: 4714.158691
	Iteration 99Q: 3 clusters Score -2475009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2475011.750000 Penalty: 4714.158691
	Iteration 100F: 3 clusters Score -2475012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2475010.250000 Penalty: 4714.158691
	Iteration 101Q: 3 clusters Score -2475010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2475011.500000 Penalty: 4714.158691
	Iteration 102Q: 3 clusters Score -2475012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2475012.750000 Penalty: 4714.158691
	Iteration 103Q: 3 clusters Score -2475013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2475013.750000 Penalty: 4714.158691
	Iteration 104Q: 3 clusters Score -2475014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2475016.500000 Penalty: 4714.158691
	Iteration 105Q: 3 clusters Score -2475016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2475016.500000 Penalty: 4714.158691
	Iteration 106F: 3 clusters Score -2475016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Entering Unmasked Estep 
Score: -10327537.000000 Penalty: 2707.243652
	Iteration 0F: 2 clusters Score -1.032754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -10295699.000000 Penalty: 5414.487305
	Iteration 0F: 3 clusters Score -1.02957e+07 nChanged 25599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -10310191.000000 Penalty: 5414.487305
	Iteration 1F: 3 clusters Score -1.031019e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -10310917.000000 Penalty: 5414.487305
	Iteration 2Q: 3 clusters Score -1.031092e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -10311696.000000 Penalty: 5414.487305
	Iteration 3Q: 3 clusters Score -1.03117e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -10312572.000000 Penalty: 5414.487305
	Iteration 4Q: 3 clusters Score -1.031257e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -10313666.000000 Penalty: 5414.487305
	Iteration 5Q: 3 clusters Score -1.031367e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -10315264.000000 Penalty: 5414.487305
	Iteration 6Q: 3 clusters Score -1.031526e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -10317705.000000 Penalty: 5414.487305
	Iteration 7F: 3 clusters Score -1.03177e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -10320746.000000 Penalty: 5414.487305
	Iteration 8F: 3 clusters Score -1.032075e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -10323474.000000 Penalty: 5414.487305
	Iteration 9F: 3 clusters Score -1.032347e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -10324762.000000 Penalty: 5414.487305
	Iteration 10Q: 3 clusters Score -1.032476e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -10325457.000000 Penalty: 5414.487305
	Iteration 11Q: 3 clusters Score -1.032546e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -10325884.000000 Penalty: 5414.487305
	Iteration 12Q: 3 clusters Score -1.032588e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -10326386.000000 Penalty: 5414.487305
	Iteration 13Q: 3 clusters Score -1.032639e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -10326752.000000 Penalty: 5414.487305
	Iteration 14Q: 3 clusters Score -1.032675e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -10327090.000000 Penalty: 5414.487305
	Iteration 15Q: 3 clusters Score -1.032709e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -10327300.000000 Penalty: 5414.487305
	Iteration 16Q: 3 clusters Score -1.03273e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -10327527.000000 Penalty: 5414.487305
	Iteration 17Q: 3 clusters Score -1.032753e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -10327716.000000 Penalty: 5414.487305
	Iteration 18Q: 3 clusters Score -1.032772e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -10327892.000000 Penalty: 5414.487305
	Iteration 19Q: 3 clusters Score -1.032789e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -10327976.000000 Penalty: 5414.487305
	Iteration 20F: 3 clusters Score -1.032798e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -10328068.000000 Penalty: 5414.487305
	Iteration 21Q: 3 clusters Score -1.032807e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -10328148.000000 Penalty: 5414.487305
	Iteration 22Q: 3 clusters Score -1.032815e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -10328202.000000 Penalty: 5414.487305
	Iteration 23Q: 3 clusters Score -1.03282e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -10328367.000000 Penalty: 5414.487305
	Iteration 24Q: 3 clusters Score -1.032837e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -10328491.000000 Penalty: 5414.487305
	Iteration 25Q: 3 clusters Score -1.032849e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -10328547.000000 Penalty: 5414.487305
	Iteration 26Q: 3 clusters Score -1.032855e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -10328703.000000 Penalty: 5414.487305
	Iteration 27Q: 3 clusters Score -1.03287e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -10328874.000000 Penalty: 5414.487305
	Iteration 28Q: 3 clusters Score -1.032887e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -10328925.000000 Penalty: 5414.487305
	Iteration 29Q: 3 clusters Score -1.032892e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -10328979.000000 Penalty: 5414.487305
	Iteration 30Q: 3 clusters Score -1.032898e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -10328967.000000 Penalty: 5414.487305
	Iteration 31Q: 3 clusters Score -1.032897e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -10328937.000000 Penalty: 5414.487305
	Iteration 32Q: 3 clusters Score -1.032894e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -10328936.000000 Penalty: 5414.487305
	Iteration 33Q: 3 clusters Score -1.032894e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -10328904.000000 Penalty: 5414.487305
	Iteration 34Q: 3 clusters Score -1.03289e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -10328864.000000 Penalty: 5414.487305
	Iteration 35Q: 3 clusters Score -1.032886e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -10328862.000000 Penalty: 5414.487305
	Iteration 36Q: 3 clusters Score -1.032886e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -10328824.000000 Penalty: 5414.487305
	Iteration 37Q: 3 clusters Score -1.032882e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -10328783.000000 Penalty: 5414.487305
	Iteration 38Q: 3 clusters Score -1.032878e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -10328744.000000 Penalty: 5414.487305
	Iteration 39Q: 3 clusters Score -1.032874e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -10328722.000000 Penalty: 5414.487305
	Iteration 40F: 3 clusters Score -1.032872e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -10328676.000000 Penalty: 5414.487305
	Iteration 41Q: 3 clusters Score -1.032868e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -10328643.000000 Penalty: 5414.487305
	Iteration 42Q: 3 clusters Score -1.032864e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -10328605.000000 Penalty: 5414.487305
	Iteration 43Q: 3 clusters Score -1.03286e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -10328567.000000 Penalty: 5414.487305
	Iteration 44Q: 3 clusters Score -1.032857e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -10328543.000000 Penalty: 5414.487305
	Iteration 45Q: 3 clusters Score -1.032854e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -10328515.000000 Penalty: 5414.487305
	Iteration 46Q: 3 clusters Score -1.032852e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -10328497.000000 Penalty: 5414.487305
	Iteration 47Q: 3 clusters Score -1.03285e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -10328500.000000 Penalty: 5414.487305
	Iteration 48Q: 3 clusters Score -1.03285e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -10328483.000000 Penalty: 5414.487305
	Iteration 49Q: 3 clusters Score -1.032848e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -10328437.000000 Penalty: 5414.487305
	Iteration 50Q: 3 clusters Score -1.032844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -10328419.000000 Penalty: 5414.487305
	Iteration 51Q: 3 clusters Score -1.032842e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -10328415.000000 Penalty: 5414.487305
	Iteration 52Q: 3 clusters Score -1.032842e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -10328365.000000 Penalty: 5414.487305
	Iteration 53Q: 3 clusters Score -1.032836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -10328356.000000 Penalty: 5414.487305
	Iteration 54Q: 3 clusters Score -1.032836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -10328337.000000 Penalty: 5414.487305
	Iteration 55Q: 3 clusters Score -1.032834e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -10328312.000000 Penalty: 5414.487305
	Iteration 56Q: 3 clusters Score -1.032831e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -10328301.000000 Penalty: 5414.487305
	Iteration 57Q: 3 clusters Score -1.03283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -10328298.000000 Penalty: 5414.487305
	Iteration 58Q: 3 clusters Score -1.03283e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -10328289.000000 Penalty: 5414.487305
	Iteration 59Q: 3 clusters Score -1.032829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -10328257.000000 Penalty: 5414.487305
	Iteration 60F: 3 clusters Score -1.032826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -10328252.000000 Penalty: 5414.487305
	Iteration 61Q: 3 clusters Score -1.032825e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -10328219.000000 Penalty: 5414.487305
	Iteration 62Q: 3 clusters Score -1.032822e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -10328204.000000 Penalty: 5414.487305
	Iteration 63Q: 3 clusters Score -1.03282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -10328208.000000 Penalty: 5414.487305
	Iteration 64Q: 3 clusters Score -1.032821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -10328192.000000 Penalty: 5414.487305
	Iteration 65Q: 3 clusters Score -1.032819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -10328173.000000 Penalty: 5414.487305
	Iteration 66Q: 3 clusters Score -1.032817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -10328166.000000 Penalty: 5414.487305
	Iteration 67Q: 3 clusters Score -1.032817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -10328160.000000 Penalty: 5414.487305
	Iteration 68Q: 3 clusters Score -1.032816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -10328169.000000 Penalty: 5414.487305
	Iteration 69Q: 3 clusters Score -1.032817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -10328160.000000 Penalty: 5414.487305
	Iteration 70Q: 3 clusters Score -1.032816e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -10328153.000000 Penalty: 5414.487305
	Iteration 71Q: 3 clusters Score -1.032815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -10328147.000000 Penalty: 5414.487305
	Iteration 72Q: 3 clusters Score -1.032815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -10328145.000000 Penalty: 5414.487305
	Iteration 73Q: 3 clusters Score -1.032814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -10328153.000000 Penalty: 5414.487305
	Iteration 74Q: 3 clusters Score -1.032815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -10328157.000000 Penalty: 5414.487305
	Iteration 75Q: 3 clusters Score -1.032816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -10328157.000000 Penalty: 5414.487305
	Iteration 76Q: 3 clusters Score -1.032816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -10328134.000000 Penalty: 5414.487305
	Iteration 77Q: 3 clusters Score -1.032813e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -10328131.000000 Penalty: 5414.487305
	Iteration 78Q: 3 clusters Score -1.032813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -10328123.000000 Penalty: 5414.487305
	Iteration 79Q: 3 clusters Score -1.032812e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -10328101.000000 Penalty: 5414.487305
	Iteration 80F: 3 clusters Score -1.03281e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -10328109.000000 Penalty: 5414.487305
	Iteration 81Q: 3 clusters Score -1.032811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -10328092.000000 Penalty: 5414.487305
	Iteration 82Q: 3 clusters Score -1.032809e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -10328088.000000 Penalty: 5414.487305
	Iteration 83Q: 3 clusters Score -1.032809e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -10328051.000000 Penalty: 5414.487305
	Iteration 84Q: 3 clusters Score -1.032805e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -10328041.000000 Penalty: 5414.487305
	Iteration 85Q: 3 clusters Score -1.032804e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -10328038.000000 Penalty: 5414.487305
	Iteration 86Q: 3 clusters Score -1.032804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -10328032.000000 Penalty: 5414.487305
	Iteration 87Q: 3 clusters Score -1.032803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -10327999.000000 Penalty: 5414.487305
	Iteration 88Q: 3 clusters Score -1.0328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -10327994.000000 Penalty: 5414.487305
	Iteration 89Q: 3 clusters Score -1.032799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -10327991.000000 Penalty: 5414.487305
	Iteration 90Q: 3 clusters Score -1.032799e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -10327999.000000 Penalty: 5414.487305
	Iteration 91Q: 3 clusters Score -1.0328e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -10327983.000000 Penalty: 5414.487305
	Iteration 92Q: 3 clusters Score -1.032798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -10327989.000000 Penalty: 5414.487305
	Iteration 93Q: 3 clusters Score -1.032799e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -10328006.000000 Penalty: 5414.487305
	Iteration 94Q: 3 clusters Score -1.032801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -10327970.000000 Penalty: 5414.487305
	Iteration 95Q: 3 clusters Score -1.032797e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -10327959.000000 Penalty: 5414.487305
	Iteration 96Q: 3 clusters Score -1.032796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -10327944.000000 Penalty: 5414.487305
	Iteration 97Q: 3 clusters Score -1.032794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -10327932.000000 Penalty: 5414.487305
	Iteration 98Q: 3 clusters Score -1.032793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -10327912.000000 Penalty: 5414.487305
	Iteration 99Q: 3 clusters Score -1.032791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -10327901.000000 Penalty: 5414.487305
	Iteration 100F: 3 clusters Score -1.03279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -10327895.000000 Penalty: 5414.487305
	Iteration 101Q: 3 clusters Score -1.03279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -10327881.000000 Penalty: 5414.487305
	Iteration 102Q: 3 clusters Score -1.032788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -10327894.000000 Penalty: 5414.487305
	Iteration 103Q: 3 clusters Score -1.032789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -10327858.000000 Penalty: 5414.487305
	Iteration 104Q: 3 clusters Score -1.032786e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -10327839.000000 Penalty: 5414.487305
	Iteration 105Q: 3 clusters Score -1.032784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -10327838.000000 Penalty: 5414.487305
	Iteration 106Q: 3 clusters Score -1.032784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -10327825.000000 Penalty: 5414.487305
	Iteration 107Q: 3 clusters Score -1.032782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -10327827.000000 Penalty: 5414.487305
	Iteration 108Q: 3 clusters Score -1.032783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -10327833.000000 Penalty: 5414.487305
	Iteration 109Q: 3 clusters Score -1.032783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -10327827.000000 Penalty: 5414.487305
	Iteration 110Q: 3 clusters Score -1.032783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -10327814.000000 Penalty: 5414.487305
	Iteration 111Q: 3 clusters Score -1.032781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -10327816.000000 Penalty: 5414.487305
	Iteration 112Q: 3 clusters Score -1.032782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -10327815.000000 Penalty: 5414.487305
	Iteration 113Q: 3 clusters Score -1.032782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -10327808.000000 Penalty: 5414.487305
	Iteration 114Q: 3 clusters Score -1.032781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -10327808.000000 Penalty: 5414.487305
	Iteration 115Q: 3 clusters Score -1.032781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -10327803.000000 Penalty: 5414.487305
	Iteration 116Q: 3 clusters Score -1.03278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -10327794.000000 Penalty: 5414.487305
	Iteration 117Q: 3 clusters Score -1.032779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -10327795.000000 Penalty: 5414.487305
	Iteration 118Q: 3 clusters Score -1.03278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -10327793.000000 Penalty: 5414.487305
	Iteration 119Q: 3 clusters Score -1.032779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -10327794.000000 Penalty: 5414.487305
	Iteration 120F: 3 clusters Score -1.032779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -10327815.000000 Penalty: 5414.487305
	Iteration 121Q: 3 clusters Score -1.032782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -10327827.000000 Penalty: 5414.487305
	Iteration 122Q: 3 clusters Score -1.032783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -10327818.000000 Penalty: 5414.487305
	Iteration 123Q: 3 clusters Score -1.032782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -10327816.000000 Penalty: 5414.487305
	Iteration 124Q: 3 clusters Score -1.032782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -10327824.000000 Penalty: 5414.487305
	Iteration 125Q: 3 clusters Score -1.032782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -10327808.000000 Penalty: 5414.487305
	Iteration 126Q: 3 clusters Score -1.032781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -10327788.000000 Penalty: 5414.487305
	Iteration 127Q: 3 clusters Score -1.032779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -10327783.000000 Penalty: 5414.487305
	Iteration 128Q: 3 clusters Score -1.032778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -10327775.000000 Penalty: 5414.487305
	Iteration 129Q: 3 clusters Score -1.032778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -10327758.000000 Penalty: 5414.487305
	Iteration 130Q: 3 clusters Score -1.032776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -10327751.000000 Penalty: 5414.487305
	Iteration 131Q: 3 clusters Score -1.032775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -10327742.000000 Penalty: 5414.487305
	Iteration 132Q: 3 clusters Score -1.032774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -10327736.000000 Penalty: 5414.487305
	Iteration 133Q: 3 clusters Score -1.032774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -10327752.000000 Penalty: 5414.487305
	Iteration 134Q: 3 clusters Score -1.032775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -10327752.000000 Penalty: 5414.487305
	Iteration 135Q: 3 clusters Score -1.032775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -10327735.000000 Penalty: 5414.487305
	Iteration 136Q: 3 clusters Score -1.032774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -10327731.000000 Penalty: 5414.487305
	Iteration 137Q: 3 clusters Score -1.032773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -10327721.000000 Penalty: 5414.487305
	Iteration 138Q: 3 clusters Score -1.032772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -10327719.000000 Penalty: 5414.487305
	Iteration 139Q: 3 clusters Score -1.032772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -10327714.000000 Penalty: 5414.487305
	Iteration 140F: 3 clusters Score -1.032771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -10327713.000000 Penalty: 5414.487305
	Iteration 141Q: 3 clusters Score -1.032771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -10327705.000000 Penalty: 5414.487305
	Iteration 142Q: 3 clusters Score -1.03277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -10327716.000000 Penalty: 5414.487305
	Iteration 143Q: 3 clusters Score -1.032772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -10327709.000000 Penalty: 5414.487305
	Iteration 144Q: 3 clusters Score -1.032771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -10327704.000000 Penalty: 5414.487305
	Iteration 145Q: 3 clusters Score -1.03277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -10327707.000000 Penalty: 5414.487305
	Iteration 146Q: 3 clusters Score -1.032771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -10327710.000000 Penalty: 5414.487305
	Iteration 147Q: 3 clusters Score -1.032771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -10327706.000000 Penalty: 5414.487305
	Iteration 148Q: 3 clusters Score -1.032771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -10327700.000000 Penalty: 5414.487305
	Iteration 149Q: 3 clusters Score -1.03277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -10327699.000000 Penalty: 5414.487305
	Iteration 150Q: 3 clusters Score -1.03277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -10327699.000000 Penalty: 5414.487305
	Iteration 151F: 3 clusters Score -1.03277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19396 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13418 members 
Mstep: Class 5 contains 50690 members 
Mstep: Class 6 contains 57357 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 25777 members 
Mstep: Class 10 contains 2026 members 
Mstep: Class 11 contains 47053 members 
Mstep: Class 12 contains 27886 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 59144 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 37603 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49822 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 51924 members 
Mstep: Class 21 contains 50755 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46073 members 
Mstep: Class 24 contains 52013 members 
Mstep: Class 25 contains 4377 members 
Entering Unmasked Estep 
Score: -110145776.000000 Penalty: 82516.046875
Splitting cluster 5 changes total score from -110145656.000000 to -110145776.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (57357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Entering Unmasked Estep 
Score: -10716092.000000 Penalty: 2717.348389
	Iteration 0F: 2 clusters Score -1.071609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -10682714.000000 Penalty: 5434.696777
	Iteration 0F: 3 clusters Score -1.068271e+07 nChanged 26698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -10698307.000000 Penalty: 5434.696777
	Iteration 1F: 3 clusters Score -1.069831e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -10699318.000000 Penalty: 5434.696777
	Iteration 2Q: 3 clusters Score -1.069932e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -10700788.000000 Penalty: 5434.696777
	Iteration 3F: 3 clusters Score -1.070079e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -10702799.000000 Penalty: 5434.696777
	Iteration 4F: 3 clusters Score -1.07028e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -10705271.000000 Penalty: 5434.696777
	Iteration 5F: 3 clusters Score -1.070527e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -10708194.000000 Penalty: 5434.696777
	Iteration 6F: 3 clusters Score -1.070819e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -10710591.000000 Penalty: 5434.696777
	Iteration 7F: 3 clusters Score -1.071059e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -10711922.000000 Penalty: 5434.696777
	Iteration 8Q: 3 clusters Score -1.071192e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -10712711.000000 Penalty: 5434.696777
	Iteration 9Q: 3 clusters Score -1.071271e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -10713163.000000 Penalty: 5434.696777
	Iteration 10Q: 3 clusters Score -1.071316e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10713317.000000 Penalty: 5434.696777
	Iteration 11Q: 3 clusters Score -1.071332e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -10713462.000000 Penalty: 5434.696777
	Iteration 12Q: 3 clusters Score -1.071346e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10713558.000000 Penalty: 5434.696777
	Iteration 13Q: 3 clusters Score -1.071356e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10713644.000000 Penalty: 5434.696777
	Iteration 14Q: 3 clusters Score -1.071364e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10713700.000000 Penalty: 5434.696777
	Iteration 15Q: 3 clusters Score -1.07137e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10713723.000000 Penalty: 5434.696777
	Iteration 16Q: 3 clusters Score -1.071372e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10713738.000000 Penalty: 5434.696777
	Iteration 17Q: 3 clusters Score -1.071374e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10713752.000000 Penalty: 5434.696777
	Iteration 18Q: 3 clusters Score -1.071375e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10713783.000000 Penalty: 5434.696777
	Iteration 19Q: 3 clusters Score -1.071378e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10713814.000000 Penalty: 5434.696777
	Iteration 20F: 3 clusters Score -1.071381e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10713817.000000 Penalty: 5434.696777
	Iteration 21Q: 3 clusters Score -1.071382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10713836.000000 Penalty: 5434.696777
	Iteration 22Q: 3 clusters Score -1.071384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10713851.000000 Penalty: 5434.696777
	Iteration 23Q: 3 clusters Score -1.071385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10713844.000000 Penalty: 5434.696777
	Iteration 24Q: 3 clusters Score -1.071384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10713848.000000 Penalty: 5434.696777
	Iteration 25Q: 3 clusters Score -1.071385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10713846.000000 Penalty: 5434.696777
	Iteration 26Q: 3 clusters Score -1.071385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10713841.000000 Penalty: 5434.696777
	Iteration 27Q: 3 clusters Score -1.071384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10713851.000000 Penalty: 5434.696777
	Iteration 28Q: 3 clusters Score -1.071385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10713847.000000 Penalty: 5434.696777
	Iteration 29Q: 3 clusters Score -1.071385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10713854.000000 Penalty: 5434.696777
	Iteration 30Q: 3 clusters Score -1.071385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10713853.000000 Penalty: 5434.696777
	Iteration 31Q: 3 clusters Score -1.071385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10713844.000000 Penalty: 5434.696777
	Iteration 32Q: 3 clusters Score -1.071384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10713849.000000 Penalty: 5434.696777
	Iteration 33Q: 3 clusters Score -1.071385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10713850.000000 Penalty: 5434.696777
	Iteration 34Q: 3 clusters Score -1.071385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10713856.000000 Penalty: 5434.696777
	Iteration 35Q: 3 clusters Score -1.071386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10713867.000000 Penalty: 5434.696777
	Iteration 36Q: 3 clusters Score -1.071387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10713873.000000 Penalty: 5434.696777
	Iteration 37Q: 3 clusters Score -1.071387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10713879.000000 Penalty: 5434.696777
	Iteration 38Q: 3 clusters Score -1.071388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10713868.000000 Penalty: 5434.696777
	Iteration 39Q: 3 clusters Score -1.071387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10713873.000000 Penalty: 5434.696777
	Iteration 40F: 3 clusters Score -1.071387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10713881.000000 Penalty: 5434.696777
	Iteration 41Q: 3 clusters Score -1.071388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10713881.000000 Penalty: 5434.696777
	Iteration 42Q: 3 clusters Score -1.071388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10713871.000000 Penalty: 5434.696777
	Iteration 43Q: 3 clusters Score -1.071387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10713876.000000 Penalty: 5434.696777
	Iteration 44Q: 3 clusters Score -1.071388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10713876.000000 Penalty: 5434.696777
	Iteration 45Q: 3 clusters Score -1.071388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10713876.000000 Penalty: 5434.696777
	Iteration 46F: 3 clusters Score -1.071388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -373041.062500 Penalty: 1907.530884
	Iteration 0F: 2 clusters Score -373041.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -370294.937500 Penalty: 3815.061768
	Iteration 0F: 3 clusters Score -370294.9 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -370857.375000 Penalty: 3815.061768
	Iteration 1F: 3 clusters Score -370857.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -371014.187500 Penalty: 3815.061768
	Iteration 2F: 3 clusters Score -371014.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -371094.156250 Penalty: 3815.061768
	Iteration 3Q: 3 clusters Score -371094.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -371150.312500 Penalty: 3815.061768
	Iteration 4Q: 3 clusters Score -371150.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -371205.656250 Penalty: 3815.061768
	Iteration 5Q: 3 clusters Score -371205.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -371260.312500 Penalty: 3815.061768
	Iteration 6Q: 3 clusters Score -371260.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -371329.656250 Penalty: 3815.061768
	Iteration 7Q: 3 clusters Score -371329.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -371424.687500 Penalty: 3815.061768
	Iteration 8Q: 3 clusters Score -371424.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -371538.031250 Penalty: 3815.061768
	Iteration 9Q: 3 clusters Score -371538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -371699.125000 Penalty: 3815.061768
	Iteration 10Q: 3 clusters Score -371699.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -372000.500000 Penalty: 3815.061768
	Iteration 11F: 3 clusters Score -372000.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -372272.687500 Penalty: 3815.061768
	Iteration 12F: 3 clusters Score -372272.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -372502.375000 Penalty: 3815.061768
	Iteration 13F: 3 clusters Score -372502.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -372634.718750 Penalty: 3815.061768
	Iteration 14Q: 3 clusters Score -372634.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -372695.687500 Penalty: 3815.061768
	Iteration 15Q: 3 clusters Score -372695.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -372730.656250 Penalty: 3815.061768
	Iteration 16Q: 3 clusters Score -372730.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -372746.437500 Penalty: 3815.061768
	Iteration 17Q: 3 clusters Score -372746.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -372754.218750 Penalty: 3815.061768
	Iteration 18Q: 3 clusters Score -372754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -372760.937500 Penalty: 3815.061768
	Iteration 19Q: 3 clusters Score -372760.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -372767.125000 Penalty: 3815.061768
	Iteration 20F: 3 clusters Score -372767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -372768.437500 Penalty: 3815.061768
	Iteration 21Q: 3 clusters Score -372768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -372769.437500 Penalty: 3815.061768
	Iteration 22Q: 3 clusters Score -372769.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -372769.531250 Penalty: 3815.061768
	Iteration 23Q: 3 clusters Score -372769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -372769.531250 Penalty: 3815.061768
	Iteration 24F: 3 clusters Score -372769.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -38853.679688 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -38853.68 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 130 members 
Entering Unmasked Estep 
Score: -37837.859375 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -37837.86 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -38216.777344 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -38216.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -38418.097656 Penalty: 2752.341797
	Iteration 2F: 3 clusters Score -38418.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -38536.523438 Penalty: 2752.341797
	Iteration 3F: 3 clusters Score -38536.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -38589.750000 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -38589.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -38608.082031 Penalty: 2752.341797
	Iteration 5Q: 3 clusters Score -38608.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -38610.222656 Penalty: 2752.341797
	Iteration 6Q: 3 clusters Score -38610.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -38610.222656 Penalty: 2752.341797
	Iteration 7F: 3 clusters Score -38610.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Entering Unmasked Estep 
Score: -4835803.500000 Penalty: 2518.995117
	Iteration 0F: 2 clusters Score -4835804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -4818216.500000 Penalty: 5037.990234
	Iteration 0F: 3 clusters Score -4818216 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4824177.000000 Penalty: 5037.990234
	Iteration 1F: 3 clusters Score -4824177 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -4824565.000000 Penalty: 5037.990234
	Iteration 2Q: 3 clusters Score -4824565 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -4824959.500000 Penalty: 5037.990234
	Iteration 3Q: 3 clusters Score -4824960 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -4825261.000000 Penalty: 5037.990234
	Iteration 4Q: 3 clusters Score -4825261 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4825535.000000 Penalty: 5037.990234
	Iteration 5Q: 3 clusters Score -4825535 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4825829.000000 Penalty: 5037.990234
	Iteration 6Q: 3 clusters Score -4825829 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -4826216.000000 Penalty: 5037.990234
	Iteration 7Q: 3 clusters Score -4826216 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4826698.000000 Penalty: 5037.990234
	Iteration 8Q: 3 clusters Score -4826698 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4827353.500000 Penalty: 5037.990234
	Iteration 9Q: 3 clusters Score -4827354 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -4828132.000000 Penalty: 5037.990234
	Iteration 10Q: 3 clusters Score -4828132 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -4829002.500000 Penalty: 5037.990234
	Iteration 11Q: 3 clusters Score -4829002 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4829916.500000 Penalty: 5037.990234
	Iteration 12Q: 3 clusters Score -4829916 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -4830665.000000 Penalty: 5037.990234
	Iteration 13Q: 3 clusters Score -4830665 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4831240.500000 Penalty: 5037.990234
	Iteration 14Q: 3 clusters Score -4831240 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -4831702.500000 Penalty: 5037.990234
	Iteration 15Q: 3 clusters Score -4831702 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4832061.000000 Penalty: 5037.990234
	Iteration 16Q: 3 clusters Score -4832061 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -4832342.000000 Penalty: 5037.990234
	Iteration 17Q: 3 clusters Score -4832342 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4832568.500000 Penalty: 5037.990234
	Iteration 18Q: 3 clusters Score -4832568 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -4832771.500000 Penalty: 5037.990234
	Iteration 19Q: 3 clusters Score -4832772 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -4832923.000000 Penalty: 5037.990234
	Iteration 20F: 3 clusters Score -4832923 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -4833070.500000 Penalty: 5037.990234
	Iteration 21Q: 3 clusters Score -4833070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -4833180.000000 Penalty: 5037.990234
	Iteration 22Q: 3 clusters Score -4833180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -4833302.000000 Penalty: 5037.990234
	Iteration 23Q: 3 clusters Score -4833302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -4833353.000000 Penalty: 5037.990234
	Iteration 24Q: 3 clusters Score -4833353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -4833391.500000 Penalty: 5037.990234
	Iteration 25Q: 3 clusters Score -4833392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4833417.500000 Penalty: 5037.990234
	Iteration 26Q: 3 clusters Score -4833418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -4833461.000000 Penalty: 5037.990234
	Iteration 27Q: 3 clusters Score -4833461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4833498.500000 Penalty: 5037.990234
	Iteration 28Q: 3 clusters Score -4833498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4833525.500000 Penalty: 5037.990234
	Iteration 29Q: 3 clusters Score -4833526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -4833555.000000 Penalty: 5037.990234
	Iteration 30Q: 3 clusters Score -4833555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -4833585.000000 Penalty: 5037.990234
	Iteration 31Q: 3 clusters Score -4833585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -4833597.000000 Penalty: 5037.990234
	Iteration 32Q: 3 clusters Score -4833597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4833616.000000 Penalty: 5037.990234
	Iteration 33Q: 3 clusters Score -4833616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -4833619.500000 Penalty: 5037.990234
	Iteration 34Q: 3 clusters Score -4833620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -4833629.000000 Penalty: 5037.990234
	Iteration 35Q: 3 clusters Score -4833629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -4833631.000000 Penalty: 5037.990234
	Iteration 36Q: 3 clusters Score -4833631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -4833637.000000 Penalty: 5037.990234
	Iteration 37Q: 3 clusters Score -4833637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -4833631.500000 Penalty: 5037.990234
	Iteration 38Q: 3 clusters Score -4833632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -4833632.500000 Penalty: 5037.990234
	Iteration 39Q: 3 clusters Score -4833632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -4833635.500000 Penalty: 5037.990234
	Iteration 40F: 3 clusters Score -4833636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -376245.187500 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -376245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -373575.625000 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -373575.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -374032.437500 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -374032.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -374148.937500 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -374148.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -374212.343750 Penalty: 3776.454102
	Iteration 3Q: 3 clusters Score -374212.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -374264.656250 Penalty: 3776.454102
	Iteration 4Q: 3 clusters Score -374264.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -374301.156250 Penalty: 3776.454102
	Iteration 5Q: 3 clusters Score -374301.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -374321.468750 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -374321.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -374334.375000 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -374334.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -374341.906250 Penalty: 3776.454102
	Iteration 8Q: 3 clusters Score -374341.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -374352.187500 Penalty: 3776.454102
	Iteration 9Q: 3 clusters Score -374352.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -374364.187500 Penalty: 3776.454102
	Iteration 10Q: 3 clusters Score -374364.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -374377.031250 Penalty: 3776.454102
	Iteration 11Q: 3 clusters Score -374377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -374386.687500 Penalty: 3776.454102
	Iteration 12Q: 3 clusters Score -374386.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -374391.750000 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -374391.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -374397.718750 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -374397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -374402.531250 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -374402.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -374408.250000 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -374408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -374411.625000 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -374411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -374414.187500 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -374414.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -374417.937500 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -374417.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -374421.625000 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -374421.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -374428.031250 Penalty: 3776.454102
	Iteration 21Q: 3 clusters Score -374428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -374434.156250 Penalty: 3776.454102
	Iteration 22Q: 3 clusters Score -374434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -374436.812500 Penalty: 3776.454102
	Iteration 23Q: 3 clusters Score -374436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -374440.968750 Penalty: 3776.454102
	Iteration 24Q: 3 clusters Score -374441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -374446.750000 Penalty: 3776.454102
	Iteration 25Q: 3 clusters Score -374446.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -374455.062500 Penalty: 3776.454102
	Iteration 26Q: 3 clusters Score -374455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -374460.656250 Penalty: 3776.454102
	Iteration 27Q: 3 clusters Score -374460.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -374467.593750 Penalty: 3776.454102
	Iteration 28Q: 3 clusters Score -374467.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -374472.031250 Penalty: 3776.454102
	Iteration 29Q: 3 clusters Score -374472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -374476.312500 Penalty: 3776.454102
	Iteration 30Q: 3 clusters Score -374476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -374478.031250 Penalty: 3776.454102
	Iteration 31Q: 3 clusters Score -374478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -374482.812500 Penalty: 3776.454102
	Iteration 32Q: 3 clusters Score -374482.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -374486.343750 Penalty: 3776.454102
	Iteration 33Q: 3 clusters Score -374486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -374486.593750 Penalty: 3776.454102
	Iteration 34Q: 3 clusters Score -374486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -374487.687500 Penalty: 3776.454102
	Iteration 35Q: 3 clusters Score -374487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -374488.937500 Penalty: 3776.454102
	Iteration 36Q: 3 clusters Score -374488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -374488.625000 Penalty: 3776.454102
	Iteration 37Q: 3 clusters Score -374488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -374488.937500 Penalty: 3776.454102
	Iteration 38Q: 3 clusters Score -374488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -374489.812500 Penalty: 3776.454102
	Iteration 39Q: 3 clusters Score -374489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -374491.406250 Penalty: 3776.454102
	Iteration 40F: 3 clusters Score -374491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -374492.562500 Penalty: 3776.454102
	Iteration 41Q: 3 clusters Score -374492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -374493.906250 Penalty: 3776.454102
	Iteration 42Q: 3 clusters Score -374493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -374493.843750 Penalty: 3776.454102
	Iteration 43Q: 3 clusters Score -374493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -374494.218750 Penalty: 3776.454102
	Iteration 44Q: 3 clusters Score -374494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -374495.000000 Penalty: 3776.454102
	Iteration 45Q: 3 clusters Score -374495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -374495.000000 Penalty: 3776.454102
	Iteration 46F: 3 clusters Score -374495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Entering Unmasked Estep 
Score: -8756919.000000 Penalty: 2668.239502
	Iteration 0F: 2 clusters Score -8756919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -8726686.000000 Penalty: 5336.479004
	Iteration 0F: 3 clusters Score -8726686 nChanged 21729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -8738622.000000 Penalty: 5336.479004
	Iteration 1F: 3 clusters Score -8738622 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8739338.000000 Penalty: 5336.479004
	Iteration 2Q: 3 clusters Score -8739338 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -8740174.000000 Penalty: 5336.479004
	Iteration 3Q: 3 clusters Score -8740174 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -8741218.000000 Penalty: 5336.479004
	Iteration 4Q: 3 clusters Score -8741218 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -8742556.000000 Penalty: 5336.479004
	Iteration 5F: 3 clusters Score -8742556 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -8744270.000000 Penalty: 5336.479004
	Iteration 6F: 3 clusters Score -8744270 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -8746407.000000 Penalty: 5336.479004
	Iteration 7F: 3 clusters Score -8746407 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -8748886.000000 Penalty: 5336.479004
	Iteration 8F: 3 clusters Score -8748886 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -8750992.000000 Penalty: 5336.479004
	Iteration 9F: 3 clusters Score -8750992 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -8752364.000000 Penalty: 5336.479004
	Iteration 10Q: 3 clusters Score -8752364 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -8753140.000000 Penalty: 5336.479004
	Iteration 11Q: 3 clusters Score -8753140 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -8753707.000000 Penalty: 5336.479004
	Iteration 12Q: 3 clusters Score -8753707 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -8754199.000000 Penalty: 5336.479004
	Iteration 13Q: 3 clusters Score -8754199 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -8754637.000000 Penalty: 5336.479004
	Iteration 14Q: 3 clusters Score -8754637 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8754930.000000 Penalty: 5336.479004
	Iteration 15Q: 3 clusters Score -8754930 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -8755164.000000 Penalty: 5336.479004
	Iteration 16Q: 3 clusters Score -8755164 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -8755311.000000 Penalty: 5336.479004
	Iteration 17Q: 3 clusters Score -8755311 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -8755390.000000 Penalty: 5336.479004
	Iteration 18Q: 3 clusters Score -8755390 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8755499.000000 Penalty: 5336.479004
	Iteration 19Q: 3 clusters Score -8755499 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8755498.000000 Penalty: 5336.479004
	Iteration 20F: 3 clusters Score -8755498 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8755531.000000 Penalty: 5336.479004
	Iteration 21Q: 3 clusters Score -8755531 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8755538.000000 Penalty: 5336.479004
	Iteration 22Q: 3 clusters Score -8755538 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8755494.000000 Penalty: 5336.479004
	Iteration 23Q: 3 clusters Score -8755494 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8755497.000000 Penalty: 5336.479004
	Iteration 24Q: 3 clusters Score -8755497 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8755482.000000 Penalty: 5336.479004
	Iteration 25Q: 3 clusters Score -8755482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8755507.000000 Penalty: 5336.479004
	Iteration 26Q: 3 clusters Score -8755507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8755477.000000 Penalty: 5336.479004
	Iteration 27Q: 3 clusters Score -8755477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8755479.000000 Penalty: 5336.479004
	Iteration 28Q: 3 clusters Score -8755479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8755482.000000 Penalty: 5336.479004
	Iteration 29Q: 3 clusters Score -8755482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8755470.000000 Penalty: 5336.479004
	Iteration 30Q: 3 clusters Score -8755470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8755475.000000 Penalty: 5336.479004
	Iteration 31Q: 3 clusters Score -8755475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8755463.000000 Penalty: 5336.479004
	Iteration 32Q: 3 clusters Score -8755463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8755472.000000 Penalty: 5336.479004
	Iteration 33Q: 3 clusters Score -8755472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8755473.000000 Penalty: 5336.479004
	Iteration 34Q: 3 clusters Score -8755473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8755488.000000 Penalty: 5336.479004
	Iteration 35Q: 3 clusters Score -8755488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8755478.000000 Penalty: 5336.479004
	Iteration 36Q: 3 clusters Score -8755478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8755477.000000 Penalty: 5336.479004
	Iteration 37Q: 3 clusters Score -8755477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8755486.000000 Penalty: 5336.479004
	Iteration 38Q: 3 clusters Score -8755486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8755494.000000 Penalty: 5336.479004
	Iteration 39Q: 3 clusters Score -8755494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8755485.000000 Penalty: 5336.479004
	Iteration 40F: 3 clusters Score -8755485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8755483.000000 Penalty: 5336.479004
	Iteration 41Q: 3 clusters Score -8755483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8755483.000000 Penalty: 5336.479004
	Iteration 42Q: 3 clusters Score -8755483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8755483.000000 Penalty: 5336.479004
	Iteration 43F: 3 clusters Score -8755483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Entering Unmasked Estep 
Score: -5020500.500000 Penalty: 2538.498291
	Iteration 0F: 2 clusters Score -5020500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -5001263.500000 Penalty: 5076.996582
	Iteration 0F: 3 clusters Score -5001264 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -5008064.500000 Penalty: 5076.996582
	Iteration 1F: 3 clusters Score -5008064 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -5008613.000000 Penalty: 5076.996582
	Iteration 2Q: 3 clusters Score -5008613 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -5009110.500000 Penalty: 5076.996582
	Iteration 3Q: 3 clusters Score -5009110 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -5009632.000000 Penalty: 5076.996582
	Iteration 4Q: 3 clusters Score -5009632 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -5010205.500000 Penalty: 5076.996582
	Iteration 5Q: 3 clusters Score -5010206 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -5010849.500000 Penalty: 5076.996582
	Iteration 6Q: 3 clusters Score -5010850 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -5011624.000000 Penalty: 5076.996582
	Iteration 7F: 3 clusters Score -5011624 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -5012575.000000 Penalty: 5076.996582
	Iteration 8F: 3 clusters Score -5012575 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -5013724.000000 Penalty: 5076.996582
	Iteration 9F: 3 clusters Score -5013724 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -5014866.500000 Penalty: 5076.996582
	Iteration 10F: 3 clusters Score -5014866 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5015886.000000 Penalty: 5076.996582
	Iteration 11Q: 3 clusters Score -5015886 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -5016746.500000 Penalty: 5076.996582
	Iteration 12Q: 3 clusters Score -5016746 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5017412.000000 Penalty: 5076.996582
	Iteration 13Q: 3 clusters Score -5017412 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5017857.500000 Penalty: 5076.996582
	Iteration 14Q: 3 clusters Score -5017858 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5018094.000000 Penalty: 5076.996582
	Iteration 15Q: 3 clusters Score -5018094 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5018242.500000 Penalty: 5076.996582
	Iteration 16Q: 3 clusters Score -5018242 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5018368.500000 Penalty: 5076.996582
	Iteration 17Q: 3 clusters Score -5018368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5018472.000000 Penalty: 5076.996582
	Iteration 18Q: 3 clusters Score -5018472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5018583.000000 Penalty: 5076.996582
	Iteration 19Q: 3 clusters Score -5018583 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5018638.000000 Penalty: 5076.996582
	Iteration 20F: 3 clusters Score -5018638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5018659.000000 Penalty: 5076.996582
	Iteration 21Q: 3 clusters Score -5018659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5018676.500000 Penalty: 5076.996582
	Iteration 22Q: 3 clusters Score -5018676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5018686.500000 Penalty: 5076.996582
	Iteration 23Q: 3 clusters Score -5018686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5018692.500000 Penalty: 5076.996582
	Iteration 24Q: 3 clusters Score -5018692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5018687.000000 Penalty: 5076.996582
	Iteration 25Q: 3 clusters Score -5018687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5018690.500000 Penalty: 5076.996582
	Iteration 26Q: 3 clusters Score -5018690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5018688.500000 Penalty: 5076.996582
	Iteration 27Q: 3 clusters Score -5018688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5018686.500000 Penalty: 5076.996582
	Iteration 28Q: 3 clusters Score -5018686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5018689.000000 Penalty: 5076.996582
	Iteration 29Q: 3 clusters Score -5018689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5018689.000000 Penalty: 5076.996582
	Iteration 30F: 3 clusters Score -5018689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -29635.740234 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -29635.74 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 194 members 
Entering Unmasked Estep 
Score: -28474.859375 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -28474.86 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28671.517578 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -28671.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28815.048828 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -28815.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28850.152344 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -28850.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28883.382812 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -28883.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28899.351562 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -28899.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28901.246094 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -28901.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28901.246094 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -28901.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Entering Unmasked Estep 
Score: -11044049.000000 Penalty: 2724.957031
	Iteration 0F: 2 clusters Score -1.104405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -11010692.000000 Penalty: 5449.914062
	Iteration 0F: 3 clusters Score -1.101069e+07 nChanged 27507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -11026000.000000 Penalty: 5449.914062
	Iteration 1F: 3 clusters Score -1.1026e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -11026625.000000 Penalty: 5449.914062
	Iteration 2Q: 3 clusters Score -1.102662e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -11027224.000000 Penalty: 5449.914062
	Iteration 3Q: 3 clusters Score -1.102722e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -11027864.000000 Penalty: 5449.914062
	Iteration 4Q: 3 clusters Score -1.102786e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -11028780.000000 Penalty: 5449.914062
	Iteration 5Q: 3 clusters Score -1.102878e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -11030211.000000 Penalty: 5449.914062
	Iteration 6F: 3 clusters Score -1.103021e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -11032326.000000 Penalty: 5449.914062
	Iteration 7F: 3 clusters Score -1.103233e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -11035165.000000 Penalty: 5449.914062
	Iteration 8F: 3 clusters Score -1.103516e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -11037708.000000 Penalty: 5449.914062
	Iteration 9F: 3 clusters Score -1.103771e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -11039783.000000 Penalty: 5449.914062
	Iteration 10F: 3 clusters Score -1.103978e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -11040795.000000 Penalty: 5449.914062
	Iteration 11Q: 3 clusters Score -1.10408e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -11041387.000000 Penalty: 5449.914062
	Iteration 12Q: 3 clusters Score -1.104139e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -11041618.000000 Penalty: 5449.914062
	Iteration 13Q: 3 clusters Score -1.104162e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -11041737.000000 Penalty: 5449.914062
	Iteration 14Q: 3 clusters Score -1.104174e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -11041755.000000 Penalty: 5449.914062
	Iteration 15Q: 3 clusters Score -1.104176e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -11041805.000000 Penalty: 5449.914062
	Iteration 16Q: 3 clusters Score -1.10418e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -11041854.000000 Penalty: 5449.914062
	Iteration 17Q: 3 clusters Score -1.104185e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -11041884.000000 Penalty: 5449.914062
	Iteration 18Q: 3 clusters Score -1.104188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -11041906.000000 Penalty: 5449.914062
	Iteration 19Q: 3 clusters Score -1.104191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -11041910.000000 Penalty: 5449.914062
	Iteration 20F: 3 clusters Score -1.104191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -11041917.000000 Penalty: 5449.914062
	Iteration 21Q: 3 clusters Score -1.104192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -11041913.000000 Penalty: 5449.914062
	Iteration 22Q: 3 clusters Score -1.104191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -11041922.000000 Penalty: 5449.914062
	Iteration 23Q: 3 clusters Score -1.104192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -11041930.000000 Penalty: 5449.914062
	Iteration 24Q: 3 clusters Score -1.104193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -11041921.000000 Penalty: 5449.914062
	Iteration 25Q: 3 clusters Score -1.104192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -11041921.000000 Penalty: 5449.914062
	Iteration 26F: 3 clusters Score -1.104192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -102648.609375 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -102648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -101010.546875 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -101010.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -101214.820312 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -101214.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -101296.093750 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -101296.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -101366.703125 Penalty: 3185.124756
	Iteration 3Q: 3 clusters Score -101366.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101446.406250 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -101446.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101505.531250 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -101505.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -101530.765625 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -101530.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -101551.148438 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -101551.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -101568.828125 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -101568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -101576.156250 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -101576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -101591.429688 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -101591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -101595.750000 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -101595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -101595.750000 Penalty: 3185.124756
	Iteration 12F: 3 clusters Score -101595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Entering Unmasked Estep 
Score: -6952448.000000 Penalty: 2612.639893
	Iteration 0F: 2 clusters Score -6952448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -6927184.000000 Penalty: 5225.279785
	Iteration 0F: 3 clusters Score -6927184 nChanged 17171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -6936716.000000 Penalty: 5225.279785
	Iteration 1F: 3 clusters Score -6936716 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -6937437.000000 Penalty: 5225.279785
	Iteration 2Q: 3 clusters Score -6937437 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -6938399.000000 Penalty: 5225.279785
	Iteration 3F: 3 clusters Score -6938399 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -6939542.000000 Penalty: 5225.279785
	Iteration 4F: 3 clusters Score -6939542 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -6941077.000000 Penalty: 5225.279785
	Iteration 5F: 3 clusters Score -6941077 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -6942895.000000 Penalty: 5225.279785
	Iteration 6F: 3 clusters Score -6942895 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -6945041.000000 Penalty: 5225.279785
	Iteration 7F: 3 clusters Score -6945041 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -6946995.500000 Penalty: 5225.279785
	Iteration 8F: 3 clusters Score -6946996 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -6948165.000000 Penalty: 5225.279785
	Iteration 9Q: 3 clusters Score -6948165 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -6948714.000000 Penalty: 5225.279785
	Iteration 10Q: 3 clusters Score -6948714 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -6949064.000000 Penalty: 5225.279785
	Iteration 11Q: 3 clusters Score -6949064 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -6949324.500000 Penalty: 5225.279785
	Iteration 12Q: 3 clusters Score -6949324 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -6949549.000000 Penalty: 5225.279785
	Iteration 13Q: 3 clusters Score -6949549 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -6949724.000000 Penalty: 5225.279785
	Iteration 14Q: 3 clusters Score -6949724 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -6949887.500000 Penalty: 5225.279785
	Iteration 15Q: 3 clusters Score -6949888 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -6949958.500000 Penalty: 5225.279785
	Iteration 16Q: 3 clusters Score -6949958 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6950033.000000 Penalty: 5225.279785
	Iteration 17Q: 3 clusters Score -6950033 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6950118.500000 Penalty: 5225.279785
	Iteration 18Q: 3 clusters Score -6950118 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6950145.000000 Penalty: 5225.279785
	Iteration 19Q: 3 clusters Score -6950145 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -6950208.000000 Penalty: 5225.279785
	Iteration 20F: 3 clusters Score -6950208 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6950242.000000 Penalty: 5225.279785
	Iteration 21Q: 3 clusters Score -6950242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6950266.500000 Penalty: 5225.279785
	Iteration 22Q: 3 clusters Score -6950266 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6950299.500000 Penalty: 5225.279785
	Iteration 23Q: 3 clusters Score -6950300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6950318.000000 Penalty: 5225.279785
	Iteration 24Q: 3 clusters Score -6950318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6950333.000000 Penalty: 5225.279785
	Iteration 25Q: 3 clusters Score -6950333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6950350.500000 Penalty: 5225.279785
	Iteration 26Q: 3 clusters Score -6950350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6950358.500000 Penalty: 5225.279785
	Iteration 27Q: 3 clusters Score -6950358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6950361.000000 Penalty: 5225.279785
	Iteration 28Q: 3 clusters Score -6950361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6950375.000000 Penalty: 5225.279785
	Iteration 29Q: 3 clusters Score -6950375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6950396.000000 Penalty: 5225.279785
	Iteration 30Q: 3 clusters Score -6950396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6950391.000000 Penalty: 5225.279785
	Iteration 31Q: 3 clusters Score -6950391 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6950387.000000 Penalty: 5225.279785
	Iteration 32Q: 3 clusters Score -6950387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6950399.500000 Penalty: 5225.279785
	Iteration 33Q: 3 clusters Score -6950400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6950397.500000 Penalty: 5225.279785
	Iteration 34Q: 3 clusters Score -6950398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6950395.500000 Penalty: 5225.279785
	Iteration 35Q: 3 clusters Score -6950396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6950398.500000 Penalty: 5225.279785
	Iteration 36Q: 3 clusters Score -6950398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6950399.500000 Penalty: 5225.279785
	Iteration 37Q: 3 clusters Score -6950400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6950412.500000 Penalty: 5225.279785
	Iteration 38Q: 3 clusters Score -6950412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6950419.000000 Penalty: 5225.279785
	Iteration 39Q: 3 clusters Score -6950419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6950419.000000 Penalty: 5225.279785
	Iteration 40F: 3 clusters Score -6950419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6950414.500000 Penalty: 5225.279785
	Iteration 41Q: 3 clusters Score -6950414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6950416.000000 Penalty: 5225.279785
	Iteration 42Q: 3 clusters Score -6950416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6950426.500000 Penalty: 5225.279785
	Iteration 43Q: 3 clusters Score -6950426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6950430.000000 Penalty: 5225.279785
	Iteration 44Q: 3 clusters Score -6950430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6950438.500000 Penalty: 5225.279785
	Iteration 45Q: 3 clusters Score -6950438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6950448.500000 Penalty: 5225.279785
	Iteration 46Q: 3 clusters Score -6950448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6950448.500000 Penalty: 5225.279785
	Iteration 47Q: 3 clusters Score -6950448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6950441.500000 Penalty: 5225.279785
	Iteration 48Q: 3 clusters Score -6950442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6950447.000000 Penalty: 5225.279785
	Iteration 49Q: 3 clusters Score -6950447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6950457.500000 Penalty: 5225.279785
	Iteration 50Q: 3 clusters Score -6950458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6950464.500000 Penalty: 5225.279785
	Iteration 51Q: 3 clusters Score -6950464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6950473.500000 Penalty: 5225.279785
	Iteration 52Q: 3 clusters Score -6950474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6950468.000000 Penalty: 5225.279785
	Iteration 53Q: 3 clusters Score -6950468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6950466.500000 Penalty: 5225.279785
	Iteration 54Q: 3 clusters Score -6950466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6950469.000000 Penalty: 5225.279785
	Iteration 55Q: 3 clusters Score -6950469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6950469.500000 Penalty: 5225.279785
	Iteration 56Q: 3 clusters Score -6950470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6950472.500000 Penalty: 5225.279785
	Iteration 57Q: 3 clusters Score -6950472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6950468.000000 Penalty: 5225.279785
	Iteration 58Q: 3 clusters Score -6950468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6950467.000000 Penalty: 5225.279785
	Iteration 59Q: 3 clusters Score -6950467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6950470.000000 Penalty: 5225.279785
	Iteration 60F: 3 clusters Score -6950470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6950477.000000 Penalty: 5225.279785
	Iteration 61Q: 3 clusters Score -6950477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6950479.500000 Penalty: 5225.279785
	Iteration 62Q: 3 clusters Score -6950480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6950488.000000 Penalty: 5225.279785
	Iteration 63Q: 3 clusters Score -6950488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6950485.000000 Penalty: 5225.279785
	Iteration 64Q: 3 clusters Score -6950485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6950490.000000 Penalty: 5225.279785
	Iteration 65Q: 3 clusters Score -6950490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6950487.000000 Penalty: 5225.279785
	Iteration 66Q: 3 clusters Score -6950487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6950483.500000 Penalty: 5225.279785
	Iteration 67Q: 3 clusters Score -6950484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6950487.500000 Penalty: 5225.279785
	Iteration 68Q: 3 clusters Score -6950488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6950483.500000 Penalty: 5225.279785
	Iteration 69Q: 3 clusters Score -6950484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6950485.500000 Penalty: 5225.279785
	Iteration 70Q: 3 clusters Score -6950486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6950485.500000 Penalty: 5225.279785
	Iteration 71F: 3 clusters Score -6950486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121108.429688 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -121108.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -119448.710938 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -119448.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -119751.484375 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -119751.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -119868.515625 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -119868.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -119915.007812 Penalty: 3323.562744
	Iteration 3Q: 3 clusters Score -119915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -119982.539062 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -119982.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -120039.453125 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -120039.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -120123.390625 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -120123.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -120212.195312 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -120212.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -120264.906250 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -120264.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -120307.414062 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -120307.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -120344.328125 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -120344.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -120371.132812 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -120371.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -120404.335938 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -120404.3 nChanged 11
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: -120429.375000 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -120429.4 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: -120449.070312 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -120449.1 nChanged 8
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: -120469.617188 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -120469.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -120492.078125 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -120492.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -120515.148438 Penalty: 3323.562744
	Iteration 17Q: 3 clusters Score -120515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120535.703125 Penalty: 3323.562744
	Iteration 18Q: 3 clusters Score -120535.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -120550.765625 Penalty: 3323.562744
	Iteration 19Q: 3 clusters Score -120550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -120560.664062 Penalty: 3323.562744
	Iteration 20F: 3 clusters Score -120560.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -120587.953125 Penalty: 3323.562744
	Iteration 21Q: 3 clusters Score -120588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -120618.039062 Penalty: 3323.562744
	Iteration 22Q: 3 clusters Score -120618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -120638.140625 Penalty: 3323.562744
	Iteration 23Q: 3 clusters Score -120638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -120652.507812 Penalty: 3323.562744
	Iteration 24Q: 3 clusters Score -120652.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -120659.015625 Penalty: 3323.562744
	Iteration 25Q: 3 clusters Score -120659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -120659.015625 Penalty: 3323.562744
	Iteration 26F: 3 clusters Score -120659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Entering Unmasked Estep 
Score: -9165302.000000 Penalty: 2682.420410
	Iteration 0F: 2 clusters Score -9165302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -9132495.000000 Penalty: 5364.840820
	Iteration 0F: 3 clusters Score -9132495 nChanged 22808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -9145128.000000 Penalty: 5364.840820
	Iteration 1F: 3 clusters Score -9145128 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -9145741.000000 Penalty: 5364.840820
	Iteration 2Q: 3 clusters Score -9145741 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -9146346.000000 Penalty: 5364.840820
	Iteration 3Q: 3 clusters Score -9146346 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -9146998.000000 Penalty: 5364.840820
	Iteration 4Q: 3 clusters Score -9146998 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -9147937.000000 Penalty: 5364.840820
	Iteration 5Q: 3 clusters Score -9147937 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -9149033.000000 Penalty: 5364.840820
	Iteration 6Q: 3 clusters Score -9149033 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -9150374.000000 Penalty: 5364.840820
	Iteration 7Q: 3 clusters Score -9150374 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -9151990.000000 Penalty: 5364.840820
	Iteration 8F: 3 clusters Score -9151990 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -9153639.000000 Penalty: 5364.840820
	Iteration 9F: 3 clusters Score -9153639 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -9155141.000000 Penalty: 5364.840820
	Iteration 10F: 3 clusters Score -9155141 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -9156149.000000 Penalty: 5364.840820
	Iteration 11Q: 3 clusters Score -9156149 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -9156678.000000 Penalty: 5364.840820
	Iteration 12Q: 3 clusters Score -9156678 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -9157000.000000 Penalty: 5364.840820
	Iteration 13Q: 3 clusters Score -9157000 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -9157138.000000 Penalty: 5364.840820
	Iteration 14Q: 3 clusters Score -9157138 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -9157244.000000 Penalty: 5364.840820
	Iteration 15Q: 3 clusters Score -9157244 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -9157352.000000 Penalty: 5364.840820
	Iteration 16Q: 3 clusters Score -9157352 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -9157440.000000 Penalty: 5364.840820
	Iteration 17Q: 3 clusters Score -9157440 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -9157522.000000 Penalty: 5364.840820
	Iteration 18Q: 3 clusters Score -9157522 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -9157579.000000 Penalty: 5364.840820
	Iteration 19Q: 3 clusters Score -9157579 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -9157666.000000 Penalty: 5364.840820
	Iteration 20F: 3 clusters Score -9157666 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -9157708.000000 Penalty: 5364.840820
	Iteration 21Q: 3 clusters Score -9157708 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -9157806.000000 Penalty: 5364.840820
	Iteration 22Q: 3 clusters Score -9157806 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -9157949.000000 Penalty: 5364.840820
	Iteration 23Q: 3 clusters Score -9157949 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -9158055.000000 Penalty: 5364.840820
	Iteration 24Q: 3 clusters Score -9158055 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -9158190.000000 Penalty: 5364.840820
	Iteration 25Q: 3 clusters Score -9158190 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -9158342.000000 Penalty: 5364.840820
	Iteration 26Q: 3 clusters Score -9158342 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -9158487.000000 Penalty: 5364.840820
	Iteration 27Q: 3 clusters Score -9158487 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -9158667.000000 Penalty: 5364.840820
	Iteration 28Q: 3 clusters Score -9158667 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -9158862.000000 Penalty: 5364.840820
	Iteration 29Q: 3 clusters Score -9158862 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -9159142.000000 Penalty: 5364.840820
	Iteration 30Q: 3 clusters Score -9159142 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -9159401.000000 Penalty: 5364.840820
	Iteration 31Q: 3 clusters Score -9159401 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -9159702.000000 Penalty: 5364.840820
	Iteration 32Q: 3 clusters Score -9159702 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -9160043.000000 Penalty: 5364.840820
	Iteration 33Q: 3 clusters Score -9160043 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -9160425.000000 Penalty: 5364.840820
	Iteration 34Q: 3 clusters Score -9160425 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -9160749.000000 Penalty: 5364.840820
	Iteration 35Q: 3 clusters Score -9160749 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -9161128.000000 Penalty: 5364.840820
	Iteration 36Q: 3 clusters Score -9161128 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -9161504.000000 Penalty: 5364.840820
	Iteration 37Q: 3 clusters Score -9161504 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -9161807.000000 Penalty: 5364.840820
	Iteration 38Q: 3 clusters Score -9161807 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -9162093.000000 Penalty: 5364.840820
	Iteration 39Q: 3 clusters Score -9162093 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -9162293.000000 Penalty: 5364.840820
	Iteration 40F: 3 clusters Score -9162293 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9162433.000000 Penalty: 5364.840820
	Iteration 41Q: 3 clusters Score -9162433 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9162569.000000 Penalty: 5364.840820
	Iteration 42Q: 3 clusters Score -9162569 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9162661.000000 Penalty: 5364.840820
	Iteration 43Q: 3 clusters Score -9162661 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9162754.000000 Penalty: 5364.840820
	Iteration 44Q: 3 clusters Score -9162754 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9162838.000000 Penalty: 5364.840820
	Iteration 45Q: 3 clusters Score -9162838 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9162909.000000 Penalty: 5364.840820
	Iteration 46Q: 3 clusters Score -9162909 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9162922.000000 Penalty: 5364.840820
	Iteration 47Q: 3 clusters Score -9162922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9162939.000000 Penalty: 5364.840820
	Iteration 48Q: 3 clusters Score -9162939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9162981.000000 Penalty: 5364.840820
	Iteration 49Q: 3 clusters Score -9162981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9162998.000000 Penalty: 5364.840820
	Iteration 50Q: 3 clusters Score -9162998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9163020.000000 Penalty: 5364.840820
	Iteration 51Q: 3 clusters Score -9163020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9163037.000000 Penalty: 5364.840820
	Iteration 52Q: 3 clusters Score -9163037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9163040.000000 Penalty: 5364.840820
	Iteration 53Q: 3 clusters Score -9163040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9163066.000000 Penalty: 5364.840820
	Iteration 54Q: 3 clusters Score -9163066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9163067.000000 Penalty: 5364.840820
	Iteration 55Q: 3 clusters Score -9163067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9163064.000000 Penalty: 5364.840820
	Iteration 56Q: 3 clusters Score -9163064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9163063.000000 Penalty: 5364.840820
	Iteration 57Q: 3 clusters Score -9163063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9163070.000000 Penalty: 5364.840820
	Iteration 58Q: 3 clusters Score -9163070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9163064.000000 Penalty: 5364.840820
	Iteration 59Q: 3 clusters Score -9163064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9163074.000000 Penalty: 5364.840820
	Iteration 60F: 3 clusters Score -9163074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9163079.000000 Penalty: 5364.840820
	Iteration 61Q: 3 clusters Score -9163079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9163079.000000 Penalty: 5364.840820
	Iteration 62Q: 3 clusters Score -9163079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9163085.000000 Penalty: 5364.840820
	Iteration 63Q: 3 clusters Score -9163085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9163093.000000 Penalty: 5364.840820
	Iteration 64Q: 3 clusters Score -9163093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9163083.000000 Penalty: 5364.840820
	Iteration 65Q: 3 clusters Score -9163083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9163084.000000 Penalty: 5364.840820
	Iteration 66Q: 3 clusters Score -9163084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9163086.000000 Penalty: 5364.840820
	Iteration 67Q: 3 clusters Score -9163086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9163091.000000 Penalty: 5364.840820
	Iteration 68Q: 3 clusters Score -9163091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9163092.000000 Penalty: 5364.840820
	Iteration 69Q: 3 clusters Score -9163092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9163091.000000 Penalty: 5364.840820
	Iteration 70Q: 3 clusters Score -9163091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9163096.000000 Penalty: 5364.840820
	Iteration 71Q: 3 clusters Score -9163096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9163098.000000 Penalty: 5364.840820
	Iteration 72Q: 3 clusters Score -9163098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9163105.000000 Penalty: 5364.840820
	Iteration 73Q: 3 clusters Score -9163105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9163111.000000 Penalty: 5364.840820
	Iteration 74Q: 3 clusters Score -9163111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9163112.000000 Penalty: 5364.840820
	Iteration 75Q: 3 clusters Score -9163112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9163112.000000 Penalty: 5364.840820
	Iteration 76Q: 3 clusters Score -9163112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9163116.000000 Penalty: 5364.840820
	Iteration 77Q: 3 clusters Score -9163116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9163116.000000 Penalty: 5364.840820
	Iteration 78F: 3 clusters Score -9163116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -193622.250000 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -193622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -191601.296875 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -191601.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -191890.375000 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -191890.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -191992.953125 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -191993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -192066.406250 Penalty: 3476.218750
	Iteration 3Q: 3 clusters Score -192066.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -192147.953125 Penalty: 3476.218750
	Iteration 4Q: 3 clusters Score -192148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -192182.906250 Penalty: 3476.218750
	Iteration 5Q: 3 clusters Score -192182.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -192203.531250 Penalty: 3476.218750
	Iteration 6Q: 3 clusters Score -192203.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -192222.781250 Penalty: 3476.218750
	Iteration 7Q: 3 clusters Score -192222.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -192263.843750 Penalty: 3476.218750
	Iteration 8Q: 3 clusters Score -192263.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -192306.031250 Penalty: 3476.218750
	Iteration 9Q: 3 clusters Score -192306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -192333.031250 Penalty: 3476.218750
	Iteration 10Q: 3 clusters Score -192333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -192349.687500 Penalty: 3476.218750
	Iteration 11Q: 3 clusters Score -192349.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -192367.093750 Penalty: 3476.218750
	Iteration 12Q: 3 clusters Score -192367.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -192385.968750 Penalty: 3476.218750
	Iteration 13Q: 3 clusters Score -192386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -192398.140625 Penalty: 3476.218750
	Iteration 14Q: 3 clusters Score -192398.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -192411.234375 Penalty: 3476.218750
	Iteration 15Q: 3 clusters Score -192411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -192421.281250 Penalty: 3476.218750
	Iteration 16Q: 3 clusters Score -192421.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -192432.250000 Penalty: 3476.218750
	Iteration 17Q: 3 clusters Score -192432.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -192441.000000 Penalty: 3476.218750
	Iteration 18Q: 3 clusters Score -192441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -192452.296875 Penalty: 3476.218750
	Iteration 19Q: 3 clusters Score -192452.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -192460.203125 Penalty: 3476.218750
	Iteration 20F: 3 clusters Score -192460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -192461.984375 Penalty: 3476.218750
	Iteration 21Q: 3 clusters Score -192462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -192463.625000 Penalty: 3476.218750
	Iteration 22Q: 3 clusters Score -192463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -192463.625000 Penalty: 3476.218750
	Iteration 23F: 3 clusters Score -192463.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Entering Unmasked Estep 
Score: -9737104.000000 Penalty: 2692.668945
	Iteration 0F: 2 clusters Score -9737104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -9706343.000000 Penalty: 5385.337891
	Iteration 0F: 3 clusters Score -9706343 nChanged 24060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -9719710.000000 Penalty: 5385.337891
	Iteration 1F: 3 clusters Score -9719710 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -9720350.000000 Penalty: 5385.337891
	Iteration 2Q: 3 clusters Score -9720350 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -9721007.000000 Penalty: 5385.337891
	Iteration 3Q: 3 clusters Score -9721007 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -9721639.000000 Penalty: 5385.337891
	Iteration 4Q: 3 clusters Score -9721639 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -9722413.000000 Penalty: 5385.337891
	Iteration 5Q: 3 clusters Score -9722413 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -9723422.000000 Penalty: 5385.337891
	Iteration 6Q: 3 clusters Score -9723422 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -9724894.000000 Penalty: 5385.337891
	Iteration 7Q: 3 clusters Score -9724894 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -9726746.000000 Penalty: 5385.337891
	Iteration 8F: 3 clusters Score -9726746 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -9728710.000000 Penalty: 5385.337891
	Iteration 9F: 3 clusters Score -9728710 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -9730183.000000 Penalty: 5385.337891
	Iteration 10Q: 3 clusters Score -9730183 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -9731068.000000 Penalty: 5385.337891
	Iteration 11Q: 3 clusters Score -9731068 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -9731600.000000 Penalty: 5385.337891
	Iteration 12Q: 3 clusters Score -9731600 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -9731842.000000 Penalty: 5385.337891
	Iteration 13Q: 3 clusters Score -9731842 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -9732097.000000 Penalty: 5385.337891
	Iteration 14Q: 3 clusters Score -9732097 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -9732471.000000 Penalty: 5385.337891
	Iteration 15Q: 3 clusters Score -9732471 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -9732766.000000 Penalty: 5385.337891
	Iteration 16Q: 3 clusters Score -9732766 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -9733096.000000 Penalty: 5385.337891
	Iteration 17Q: 3 clusters Score -9733096 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -9733468.000000 Penalty: 5385.337891
	Iteration 18Q: 3 clusters Score -9733468 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -9733897.000000 Penalty: 5385.337891
	Iteration 19Q: 3 clusters Score -9733897 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -9734625.000000 Penalty: 5385.337891
	Iteration 20F: 3 clusters Score -9734625 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -9734887.000000 Penalty: 5385.337891
	Iteration 21Q: 3 clusters Score -9734887 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -9734966.000000 Penalty: 5385.337891
	Iteration 22Q: 3 clusters Score -9734966 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9734895.000000 Penalty: 5385.337891
	Iteration 23Q: 3 clusters Score -9734895 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9734866.000000 Penalty: 5385.337891
	Iteration 24Q: 3 clusters Score -9734866 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9734802.000000 Penalty: 5385.337891
	Iteration 25Q: 3 clusters Score -9734802 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9734793.000000 Penalty: 5385.337891
	Iteration 26Q: 3 clusters Score -9734793 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9734800.000000 Penalty: 5385.337891
	Iteration 27Q: 3 clusters Score -9734800 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9734819.000000 Penalty: 5385.337891
	Iteration 28Q: 3 clusters Score -9734819 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9734846.000000 Penalty: 5385.337891
	Iteration 29Q: 3 clusters Score -9734846 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9734884.000000 Penalty: 5385.337891
	Iteration 30Q: 3 clusters Score -9734884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9734916.000000 Penalty: 5385.337891
	Iteration 31Q: 3 clusters Score -9734916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9734932.000000 Penalty: 5385.337891
	Iteration 32Q: 3 clusters Score -9734932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9734934.000000 Penalty: 5385.337891
	Iteration 33Q: 3 clusters Score -9734934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9734953.000000 Penalty: 5385.337891
	Iteration 34Q: 3 clusters Score -9734953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9734954.000000 Penalty: 5385.337891
	Iteration 35Q: 3 clusters Score -9734954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9734959.000000 Penalty: 5385.337891
	Iteration 36Q: 3 clusters Score -9734959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9734962.000000 Penalty: 5385.337891
	Iteration 37Q: 3 clusters Score -9734962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9734962.000000 Penalty: 5385.337891
	Iteration 38F: 3 clusters Score -9734962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Entering Unmasked Estep 
Score: -9413552.000000 Penalty: 2687.021729
	Iteration 0F: 2 clusters Score -9413552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -9381046.000000 Penalty: 5374.043457
	Iteration 0F: 3 clusters Score -9381046 nChanged 23552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -9394474.000000 Penalty: 5374.043457
	Iteration 1F: 3 clusters Score -9394474 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -9396056.000000 Penalty: 5374.043457
	Iteration 2Q: 3 clusters Score -9396056 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -9398442.000000 Penalty: 5374.043457
	Iteration 3F: 3 clusters Score -9398442 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -9401447.000000 Penalty: 5374.043457
	Iteration 4F: 3 clusters Score -9401447 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -9405289.000000 Penalty: 5374.043457
	Iteration 5F: 3 clusters Score -9405289 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -9409430.000000 Penalty: 5374.043457
	Iteration 6F: 3 clusters Score -9409430 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -9412594.000000 Penalty: 5374.043457
	Iteration 7F: 3 clusters Score -9412594 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -9414094.000000 Penalty: 5374.043457
	Iteration 8Q: 3 clusters Score -9414094 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -9414582.000000 Penalty: 5374.043457
	Iteration 9Q: 3 clusters Score -9414582 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -9414762.000000 Penalty: 5374.043457
	Iteration 10Q: 3 clusters Score -9414762 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -9414847.000000 Penalty: 5374.043457
	Iteration 11Q: 3 clusters Score -9414847 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -9414872.000000 Penalty: 5374.043457
	Iteration 12Q: 3 clusters Score -9414872 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -9414917.000000 Penalty: 5374.043457
	Iteration 13Q: 3 clusters Score -9414917 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -9414950.000000 Penalty: 5374.043457
	Iteration 14Q: 3 clusters Score -9414950 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -9414948.000000 Penalty: 5374.043457
	Iteration 15Q: 3 clusters Score -9414948 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -9414977.000000 Penalty: 5374.043457
	Iteration 16Q: 3 clusters Score -9414977 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -9415023.000000 Penalty: 5374.043457
	Iteration 17Q: 3 clusters Score -9415023 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -9415024.000000 Penalty: 5374.043457
	Iteration 18Q: 3 clusters Score -9415024 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -9415085.000000 Penalty: 5374.043457
	Iteration 19Q: 3 clusters Score -9415085 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -9415107.000000 Penalty: 5374.043457
	Iteration 20F: 3 clusters Score -9415107 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -9415140.000000 Penalty: 5374.043457
	Iteration 21Q: 3 clusters Score -9415140 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -9415134.000000 Penalty: 5374.043457
	Iteration 22Q: 3 clusters Score -9415134 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -9415148.000000 Penalty: 5374.043457
	Iteration 23Q: 3 clusters Score -9415148 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -9415158.000000 Penalty: 5374.043457
	Iteration 24Q: 3 clusters Score -9415158 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -9415136.000000 Penalty: 5374.043457
	Iteration 25Q: 3 clusters Score -9415136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -9415157.000000 Penalty: 5374.043457
	Iteration 26Q: 3 clusters Score -9415157 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -9415178.000000 Penalty: 5374.043457
	Iteration 27Q: 3 clusters Score -9415178 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -9415171.000000 Penalty: 5374.043457
	Iteration 28Q: 3 clusters Score -9415171 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -9415198.000000 Penalty: 5374.043457
	Iteration 29Q: 3 clusters Score -9415198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -9415173.000000 Penalty: 5374.043457
	Iteration 30Q: 3 clusters Score -9415173 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -9415164.000000 Penalty: 5374.043457
	Iteration 31Q: 3 clusters Score -9415164 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -9415148.000000 Penalty: 5374.043457
	Iteration 32Q: 3 clusters Score -9415148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -9415155.000000 Penalty: 5374.043457
	Iteration 33Q: 3 clusters Score -9415155 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -9415175.000000 Penalty: 5374.043457
	Iteration 34Q: 3 clusters Score -9415175 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -9415199.000000 Penalty: 5374.043457
	Iteration 35Q: 3 clusters Score -9415199 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -9415229.000000 Penalty: 5374.043457
	Iteration 36Q: 3 clusters Score -9415229 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -9415206.000000 Penalty: 5374.043457
	Iteration 37Q: 3 clusters Score -9415206 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -9415226.000000 Penalty: 5374.043457
	Iteration 38Q: 3 clusters Score -9415226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -9415222.000000 Penalty: 5374.043457
	Iteration 39Q: 3 clusters Score -9415222 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -9415216.000000 Penalty: 5374.043457
	Iteration 40F: 3 clusters Score -9415216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -9415212.000000 Penalty: 5374.043457
	Iteration 41Q: 3 clusters Score -9415212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -9415225.000000 Penalty: 5374.043457
	Iteration 42Q: 3 clusters Score -9415225 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -9415210.000000 Penalty: 5374.043457
	Iteration 43Q: 3 clusters Score -9415210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -9415219.000000 Penalty: 5374.043457
	Iteration 44Q: 3 clusters Score -9415219 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -9415218.000000 Penalty: 5374.043457
	Iteration 45Q: 3 clusters Score -9415218 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -9415214.000000 Penalty: 5374.043457
	Iteration 46Q: 3 clusters Score -9415214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -9415191.000000 Penalty: 5374.043457
	Iteration 47Q: 3 clusters Score -9415191 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -9415200.000000 Penalty: 5374.043457
	Iteration 48Q: 3 clusters Score -9415200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -9415218.000000 Penalty: 5374.043457
	Iteration 49Q: 3 clusters Score -9415218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -9415202.000000 Penalty: 5374.043457
	Iteration 50Q: 3 clusters Score -9415202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -9415207.000000 Penalty: 5374.043457
	Iteration 51Q: 3 clusters Score -9415207 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9415199.000000 Penalty: 5374.043457
	Iteration 52Q: 3 clusters Score -9415199 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -9415208.000000 Penalty: 5374.043457
	Iteration 53Q: 3 clusters Score -9415208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -9415207.000000 Penalty: 5374.043457
	Iteration 54Q: 3 clusters Score -9415207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -9415212.000000 Penalty: 5374.043457
	Iteration 55Q: 3 clusters Score -9415212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -9415193.000000 Penalty: 5374.043457
	Iteration 56Q: 3 clusters Score -9415193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -9415205.000000 Penalty: 5374.043457
	Iteration 57Q: 3 clusters Score -9415205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -9415200.000000 Penalty: 5374.043457
	Iteration 58Q: 3 clusters Score -9415200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -9415187.000000 Penalty: 5374.043457
	Iteration 59Q: 3 clusters Score -9415187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -9415186.000000 Penalty: 5374.043457
	Iteration 60F: 3 clusters Score -9415186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -9415182.000000 Penalty: 5374.043457
	Iteration 61Q: 3 clusters Score -9415182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -9415165.000000 Penalty: 5374.043457
	Iteration 62Q: 3 clusters Score -9415165 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -9415177.000000 Penalty: 5374.043457
	Iteration 63Q: 3 clusters Score -9415177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -9415176.000000 Penalty: 5374.043457
	Iteration 64Q: 3 clusters Score -9415176 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -9415188.000000 Penalty: 5374.043457
	Iteration 65Q: 3 clusters Score -9415188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -9415191.000000 Penalty: 5374.043457
	Iteration 66Q: 3 clusters Score -9415191 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -9415222.000000 Penalty: 5374.043457
	Iteration 67Q: 3 clusters Score -9415222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -9415205.000000 Penalty: 5374.043457
	Iteration 68Q: 3 clusters Score -9415205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -9415212.000000 Penalty: 5374.043457
	Iteration 69Q: 3 clusters Score -9415212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -9415213.000000 Penalty: 5374.043457
	Iteration 70Q: 3 clusters Score -9415213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -9415199.000000 Penalty: 5374.043457
	Iteration 71Q: 3 clusters Score -9415199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -9415184.000000 Penalty: 5374.043457
	Iteration 72Q: 3 clusters Score -9415184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -9415186.000000 Penalty: 5374.043457
	Iteration 73Q: 3 clusters Score -9415186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -9415180.000000 Penalty: 5374.043457
	Iteration 74Q: 3 clusters Score -9415180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -9415172.000000 Penalty: 5374.043457
	Iteration 75Q: 3 clusters Score -9415172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -9415183.000000 Penalty: 5374.043457
	Iteration 76Q: 3 clusters Score -9415183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -9415203.000000 Penalty: 5374.043457
	Iteration 77Q: 3 clusters Score -9415203 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -9415183.000000 Penalty: 5374.043457
	Iteration 78Q: 3 clusters Score -9415183 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -9415172.000000 Penalty: 5374.043457
	Iteration 79Q: 3 clusters Score -9415172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -9415167.000000 Penalty: 5374.043457
	Iteration 80F: 3 clusters Score -9415167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -9415158.000000 Penalty: 5374.043457
	Iteration 81Q: 3 clusters Score -9415158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -9415153.000000 Penalty: 5374.043457
	Iteration 82Q: 3 clusters Score -9415153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -9415155.000000 Penalty: 5374.043457
	Iteration 83Q: 3 clusters Score -9415155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -9415146.000000 Penalty: 5374.043457
	Iteration 84Q: 3 clusters Score -9415146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -9415136.000000 Penalty: 5374.043457
	Iteration 85Q: 3 clusters Score -9415136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -9415130.000000 Penalty: 5374.043457
	Iteration 86Q: 3 clusters Score -9415130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -9415147.000000 Penalty: 5374.043457
	Iteration 87Q: 3 clusters Score -9415147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -9415135.000000 Penalty: 5374.043457
	Iteration 88Q: 3 clusters Score -9415135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -9415119.000000 Penalty: 5374.043457
	Iteration 89Q: 3 clusters Score -9415119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -9415113.000000 Penalty: 5374.043457
	Iteration 90Q: 3 clusters Score -9415113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -9415107.000000 Penalty: 5374.043457
	Iteration 91Q: 3 clusters Score -9415107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -9415133.000000 Penalty: 5374.043457
	Iteration 92Q: 3 clusters Score -9415133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -9415128.000000 Penalty: 5374.043457
	Iteration 93Q: 3 clusters Score -9415128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -9415132.000000 Penalty: 5374.043457
	Iteration 94Q: 3 clusters Score -9415132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -9415130.000000 Penalty: 5374.043457
	Iteration 95Q: 3 clusters Score -9415130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -9415110.000000 Penalty: 5374.043457
	Iteration 96Q: 3 clusters Score -9415110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -9415106.000000 Penalty: 5374.043457
	Iteration 97Q: 3 clusters Score -9415106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -9415098.000000 Penalty: 5374.043457
	Iteration 98Q: 3 clusters Score -9415098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -9415113.000000 Penalty: 5374.043457
	Iteration 99Q: 3 clusters Score -9415113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -9415117.000000 Penalty: 5374.043457
	Iteration 100F: 3 clusters Score -9415117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -9415110.000000 Penalty: 5374.043457
	Iteration 101Q: 3 clusters Score -9415110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -9415104.000000 Penalty: 5374.043457
	Iteration 102Q: 3 clusters Score -9415104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -9415103.000000 Penalty: 5374.043457
	Iteration 103Q: 3 clusters Score -9415103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -9415096.000000 Penalty: 5374.043457
	Iteration 104Q: 3 clusters Score -9415096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -9415090.000000 Penalty: 5374.043457
	Iteration 105Q: 3 clusters Score -9415090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -9415092.000000 Penalty: 5374.043457
	Iteration 106Q: 3 clusters Score -9415092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -9415098.000000 Penalty: 5374.043457
	Iteration 107Q: 3 clusters Score -9415098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -9415077.000000 Penalty: 5374.043457
	Iteration 108Q: 3 clusters Score -9415077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -9415076.000000 Penalty: 5374.043457
	Iteration 109Q: 3 clusters Score -9415076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -9415084.000000 Penalty: 5374.043457
	Iteration 110Q: 3 clusters Score -9415084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -9415077.000000 Penalty: 5374.043457
	Iteration 111Q: 3 clusters Score -9415077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -9415082.000000 Penalty: 5374.043457
	Iteration 112Q: 3 clusters Score -9415082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -9415081.000000 Penalty: 5374.043457
	Iteration 113Q: 3 clusters Score -9415081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -9415073.000000 Penalty: 5374.043457
	Iteration 114Q: 3 clusters Score -9415073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -9415077.000000 Penalty: 5374.043457
	Iteration 115Q: 3 clusters Score -9415077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -9415075.000000 Penalty: 5374.043457
	Iteration 116Q: 3 clusters Score -9415075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -9415067.000000 Penalty: 5374.043457
	Iteration 117Q: 3 clusters Score -9415067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -9415069.000000 Penalty: 5374.043457
	Iteration 118Q: 3 clusters Score -9415069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -9415068.000000 Penalty: 5374.043457
	Iteration 119Q: 3 clusters Score -9415068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -9415074.000000 Penalty: 5374.043457
	Iteration 120F: 3 clusters Score -9415074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -9415064.000000 Penalty: 5374.043457
	Iteration 121Q: 3 clusters Score -9415064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -9415059.000000 Penalty: 5374.043457
	Iteration 122Q: 3 clusters Score -9415059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -9415063.000000 Penalty: 5374.043457
	Iteration 123Q: 3 clusters Score -9415063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -9415075.000000 Penalty: 5374.043457
	Iteration 124Q: 3 clusters Score -9415075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -9415071.000000 Penalty: 5374.043457
	Iteration 125Q: 3 clusters Score -9415071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -9415070.000000 Penalty: 5374.043457
	Iteration 126Q: 3 clusters Score -9415070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -9415068.000000 Penalty: 5374.043457
	Iteration 127Q: 3 clusters Score -9415068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -9415068.000000 Penalty: 5374.043457
	Iteration 128F: 3 clusters Score -9415068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19396 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13418 members 
Mstep: Class 5 contains 50690 members 
Mstep: Class 6 contains 57357 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 25777 members 
Mstep: Class 10 contains 2026 members 
Mstep: Class 11 contains 47053 members 
Mstep: Class 12 contains 27886 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 59144 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 37603 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49822 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 51924 members 
Mstep: Class 21 contains 4635 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46073 members 
Mstep: Class 24 contains 52013 members 
Mstep: Class 25 contains 4377 members 
Mstep: Class 26 contains 46120 members 
Entering Unmasked Estep 
Score: -110146600.000000 Penalty: 85816.687500
Splitting cluster 21 changes total score from -110145656.000000 to -110146600.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -76857.046875 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -76857.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75491.843750 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -75491.84 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75899.164062 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -75899.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76162.953125 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -76162.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76354.039062 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -76354.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76407.757812 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -76407.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76453.984375 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -76453.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76529.648438 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -76529.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76625.671875 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -76625.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76666.328125 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -76666.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76693.734375 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -76693.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76717.234375 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -76717.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76751.562500 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -76751.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76752.781250 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -76752.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76754.171875 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -76754.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76754.171875 Penalty: 3097.106689
	Iteration 14F: 3 clusters Score -76754.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Entering Unmasked Estep 
Score: -8560442.000000 Penalty: 2663.019775
	Iteration 0F: 2 clusters Score -8560442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -8530001.000000 Penalty: 5326.039551
	Iteration 0F: 3 clusters Score -8530001 nChanged 21205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -8541600.000000 Penalty: 5326.039551
	Iteration 1F: 3 clusters Score -8541600 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -8542157.000000 Penalty: 5326.039551
	Iteration 2Q: 3 clusters Score -8542157 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -8542698.000000 Penalty: 5326.039551
	Iteration 3Q: 3 clusters Score -8542698 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -8543258.000000 Penalty: 5326.039551
	Iteration 4Q: 3 clusters Score -8543258 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -8544111.000000 Penalty: 5326.039551
	Iteration 5Q: 3 clusters Score -8544111 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -8545456.000000 Penalty: 5326.039551
	Iteration 6F: 3 clusters Score -8545456 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -8547634.000000 Penalty: 5326.039551
	Iteration 7F: 3 clusters Score -8547634 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -8550407.000000 Penalty: 5326.039551
	Iteration 8F: 3 clusters Score -8550407 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -8553223.000000 Penalty: 5326.039551
	Iteration 9F: 3 clusters Score -8553223 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -8555410.000000 Penalty: 5326.039551
	Iteration 10F: 3 clusters Score -8555410 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8556726.000000 Penalty: 5326.039551
	Iteration 11Q: 3 clusters Score -8556726 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8557368.000000 Penalty: 5326.039551
	Iteration 12Q: 3 clusters Score -8557368 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -8557697.000000 Penalty: 5326.039551
	Iteration 13Q: 3 clusters Score -8557697 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -8557872.000000 Penalty: 5326.039551
	Iteration 14Q: 3 clusters Score -8557872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -8557941.000000 Penalty: 5326.039551
	Iteration 15Q: 3 clusters Score -8557941 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -8557995.000000 Penalty: 5326.039551
	Iteration 16Q: 3 clusters Score -8557995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -8558043.000000 Penalty: 5326.039551
	Iteration 17Q: 3 clusters Score -8558043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -8558075.000000 Penalty: 5326.039551
	Iteration 18Q: 3 clusters Score -8558075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -8558091.000000 Penalty: 5326.039551
	Iteration 19Q: 3 clusters Score -8558091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -8558105.000000 Penalty: 5326.039551
	Iteration 20F: 3 clusters Score -8558105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -8558134.000000 Penalty: 5326.039551
	Iteration 21Q: 3 clusters Score -8558134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8558153.000000 Penalty: 5326.039551
	Iteration 22Q: 3 clusters Score -8558153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -8558161.000000 Penalty: 5326.039551
	Iteration 23Q: 3 clusters Score -8558161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -8558181.000000 Penalty: 5326.039551
	Iteration 24Q: 3 clusters Score -8558181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -8558192.000000 Penalty: 5326.039551
	Iteration 25Q: 3 clusters Score -8558192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -8558199.000000 Penalty: 5326.039551
	Iteration 26Q: 3 clusters Score -8558199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -8558196.000000 Penalty: 5326.039551
	Iteration 27Q: 3 clusters Score -8558196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -8558204.000000 Penalty: 5326.039551
	Iteration 28Q: 3 clusters Score -8558204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -8558204.000000 Penalty: 5326.039551
	Iteration 29Q: 3 clusters Score -8558204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -8558205.000000 Penalty: 5326.039551
	Iteration 30Q: 3 clusters Score -8558205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -8558205.000000 Penalty: 5326.039551
	Iteration 31F: 3 clusters Score -8558205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Entering Unmasked Estep 
Score: -9651389.000000 Penalty: 2693.093750
	Iteration 0F: 2 clusters Score -9651389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -9618415.000000 Penalty: 5386.187500
	Iteration 0F: 3 clusters Score -9618415 nChanged 23974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -9631597.000000 Penalty: 5386.187500
	Iteration 1F: 3 clusters Score -9631597 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -9632493.000000 Penalty: 5386.187500
	Iteration 2Q: 3 clusters Score -9632493 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -9633756.000000 Penalty: 5386.187500
	Iteration 3Q: 3 clusters Score -9633756 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -9635869.000000 Penalty: 5386.187500
	Iteration 4F: 3 clusters Score -9635869 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -9638863.000000 Penalty: 5386.187500
	Iteration 5F: 3 clusters Score -9638863 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -9642523.000000 Penalty: 5386.187500
	Iteration 6F: 3 clusters Score -9642523 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -9646407.000000 Penalty: 5386.187500
	Iteration 7F: 3 clusters Score -9646407 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -9649693.000000 Penalty: 5386.187500
	Iteration 8F: 3 clusters Score -9649693 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -9651364.000000 Penalty: 5386.187500
	Iteration 9Q: 3 clusters Score -9651364 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -9651971.000000 Penalty: 5386.187500
	Iteration 10Q: 3 clusters Score -9651971 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -9652278.000000 Penalty: 5386.187500
	Iteration 11Q: 3 clusters Score -9652278 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -9652465.000000 Penalty: 5386.187500
	Iteration 12Q: 3 clusters Score -9652465 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -9652577.000000 Penalty: 5386.187500
	Iteration 13Q: 3 clusters Score -9652577 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -9652662.000000 Penalty: 5386.187500
	Iteration 14Q: 3 clusters Score -9652662 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -9652679.000000 Penalty: 5386.187500
	Iteration 15Q: 3 clusters Score -9652679 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -9652726.000000 Penalty: 5386.187500
	Iteration 16Q: 3 clusters Score -9652726 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -9652717.000000 Penalty: 5386.187500
	Iteration 17Q: 3 clusters Score -9652717 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -9652717.000000 Penalty: 5386.187500
	Iteration 18Q: 3 clusters Score -9652717 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -9652736.000000 Penalty: 5386.187500
	Iteration 19Q: 3 clusters Score -9652736 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -9652760.000000 Penalty: 5386.187500
	Iteration 20F: 3 clusters Score -9652760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -9652772.000000 Penalty: 5386.187500
	Iteration 21Q: 3 clusters Score -9652772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -9652758.000000 Penalty: 5386.187500
	Iteration 22Q: 3 clusters Score -9652758 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -9652762.000000 Penalty: 5386.187500
	Iteration 23Q: 3 clusters Score -9652762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -9652761.000000 Penalty: 5386.187500
	Iteration 24Q: 3 clusters Score -9652761 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -9652763.000000 Penalty: 5386.187500
	Iteration 25Q: 3 clusters Score -9652763 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -9652746.000000 Penalty: 5386.187500
	Iteration 26Q: 3 clusters Score -9652746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -9652786.000000 Penalty: 5386.187500
	Iteration 27Q: 3 clusters Score -9652786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -9652787.000000 Penalty: 5386.187500
	Iteration 28Q: 3 clusters Score -9652787 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -9652779.000000 Penalty: 5386.187500
	Iteration 29Q: 3 clusters Score -9652779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -9652784.000000 Penalty: 5386.187500
	Iteration 30Q: 3 clusters Score -9652784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -9652782.000000 Penalty: 5386.187500
	Iteration 31Q: 3 clusters Score -9652782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -9652786.000000 Penalty: 5386.187500
	Iteration 32Q: 3 clusters Score -9652786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -9652792.000000 Penalty: 5386.187500
	Iteration 33Q: 3 clusters Score -9652792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -9652773.000000 Penalty: 5386.187500
	Iteration 34Q: 3 clusters Score -9652773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -9652788.000000 Penalty: 5386.187500
	Iteration 35Q: 3 clusters Score -9652788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -9652803.000000 Penalty: 5386.187500
	Iteration 36Q: 3 clusters Score -9652803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -9652786.000000 Penalty: 5386.187500
	Iteration 37Q: 3 clusters Score -9652786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -9652795.000000 Penalty: 5386.187500
	Iteration 38Q: 3 clusters Score -9652795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -9652789.000000 Penalty: 5386.187500
	Iteration 39Q: 3 clusters Score -9652789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -9652777.000000 Penalty: 5386.187500
	Iteration 40F: 3 clusters Score -9652777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -9652779.000000 Penalty: 5386.187500
	Iteration 41Q: 3 clusters Score -9652779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -9652787.000000 Penalty: 5386.187500
	Iteration 42Q: 3 clusters Score -9652787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -9652777.000000 Penalty: 5386.187500
	Iteration 43Q: 3 clusters Score -9652777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -9652761.000000 Penalty: 5386.187500
	Iteration 44Q: 3 clusters Score -9652761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -9652758.000000 Penalty: 5386.187500
	Iteration 45Q: 3 clusters Score -9652758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -9652775.000000 Penalty: 5386.187500
	Iteration 46Q: 3 clusters Score -9652775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -9652781.000000 Penalty: 5386.187500
	Iteration 47Q: 3 clusters Score -9652781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -9652777.000000 Penalty: 5386.187500
	Iteration 48Q: 3 clusters Score -9652777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -9652788.000000 Penalty: 5386.187500
	Iteration 49Q: 3 clusters Score -9652788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -9652795.000000 Penalty: 5386.187500
	Iteration 50Q: 3 clusters Score -9652795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -9652790.000000 Penalty: 5386.187500
	Iteration 51Q: 3 clusters Score -9652790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -9652798.000000 Penalty: 5386.187500
	Iteration 52Q: 3 clusters Score -9652798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -9652799.000000 Penalty: 5386.187500
	Iteration 53Q: 3 clusters Score -9652799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -9652783.000000 Penalty: 5386.187500
	Iteration 54Q: 3 clusters Score -9652783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -9652774.000000 Penalty: 5386.187500
	Iteration 55Q: 3 clusters Score -9652774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -9652790.000000 Penalty: 5386.187500
	Iteration 56Q: 3 clusters Score -9652790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -9652788.000000 Penalty: 5386.187500
	Iteration 57Q: 3 clusters Score -9652788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -9652783.000000 Penalty: 5386.187500
	Iteration 58Q: 3 clusters Score -9652783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -9652790.000000 Penalty: 5386.187500
	Iteration 59Q: 3 clusters Score -9652790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -9652785.000000 Penalty: 5386.187500
	Iteration 60F: 3 clusters Score -9652785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -9652775.000000 Penalty: 5386.187500
	Iteration 61Q: 3 clusters Score -9652775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -9652759.000000 Penalty: 5386.187500
	Iteration 62Q: 3 clusters Score -9652759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -9652775.000000 Penalty: 5386.187500
	Iteration 63Q: 3 clusters Score -9652775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -9652784.000000 Penalty: 5386.187500
	Iteration 64Q: 3 clusters Score -9652784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -9652788.000000 Penalty: 5386.187500
	Iteration 65Q: 3 clusters Score -9652788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -9652781.000000 Penalty: 5386.187500
	Iteration 66Q: 3 clusters Score -9652781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -9652769.000000 Penalty: 5386.187500
	Iteration 67Q: 3 clusters Score -9652769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -9652770.000000 Penalty: 5386.187500
	Iteration 68Q: 3 clusters Score -9652770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -9652766.000000 Penalty: 5386.187500
	Iteration 69Q: 3 clusters Score -9652766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -9652752.000000 Penalty: 5386.187500
	Iteration 70Q: 3 clusters Score -9652752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -9652750.000000 Penalty: 5386.187500
	Iteration 71Q: 3 clusters Score -9652750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -9652753.000000 Penalty: 5386.187500
	Iteration 72Q: 3 clusters Score -9652753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -9652755.000000 Penalty: 5386.187500
	Iteration 73Q: 3 clusters Score -9652755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -9652774.000000 Penalty: 5386.187500
	Iteration 74Q: 3 clusters Score -9652774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -9652768.000000 Penalty: 5386.187500
	Iteration 75Q: 3 clusters Score -9652768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -9652771.000000 Penalty: 5386.187500
	Iteration 76Q: 3 clusters Score -9652771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -9652775.000000 Penalty: 5386.187500
	Iteration 77Q: 3 clusters Score -9652775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -9652763.000000 Penalty: 5386.187500
	Iteration 78Q: 3 clusters Score -9652763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -9652773.000000 Penalty: 5386.187500
	Iteration 79Q: 3 clusters Score -9652773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -9652773.000000 Penalty: 5386.187500
	Iteration 80F: 3 clusters Score -9652773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19396 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13418 members 
Mstep: Class 5 contains 50690 members 
Mstep: Class 6 contains 57357 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 25777 members 
Mstep: Class 10 contains 2026 members 
Mstep: Class 11 contains 47053 members 
Mstep: Class 12 contains 27886 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 59144 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 37603 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49822 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 51924 members 
Mstep: Class 21 contains 4635 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46073 members 
Mstep: Class 24 contains 45060 members 
Mstep: Class 25 contains 4377 members 
Mstep: Class 26 contains 46120 members 
Mstep: Class 27 contains 6953 members 
Entering Unmasked Estep 
Score: -110147656.000000 Penalty: 89117.335938
Splitting cluster 24 changes total score from -110145656.000000 to -110147656.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19396 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13418 members 
Mstep: Class 5 contains 50690 members 
Mstep: Class 6 contains 57357 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 25777 members 
Mstep: Class 10 contains 2026 members 
Mstep: Class 11 contains 47053 members 
Mstep: Class 12 contains 27886 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 59144 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 37603 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49822 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 51924 members 
Mstep: Class 21 contains 4635 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46073 members 
Mstep: Class 24 contains 45060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110149400.000000 Penalty: 89117.335938
Iteration 79Q: 28 clusters Score -1.101494e+08 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19357 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13489 members 
Mstep: Class 5 contains 50558 members 
Mstep: Class 6 contains 57612 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 26318 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 46904 members 
Mstep: Class 12 contains 27885 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 58944 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 37459 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49534 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 51743 members 
Mstep: Class 21 contains 4663 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45803 members 
Mstep: Class 24 contains 46288 members 
Mstep: Class 25 contains 4263 members 
Mstep: Class 26 contains 45654 members 
Mstep: Class 27 contains 6820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150512.000000 Penalty: 89117.335938
Iteration 80F: 28 clusters Score -1.101505e+08 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19224 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13476 members 
Mstep: Class 5 contains 50734 members 
Mstep: Class 6 contains 57199 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 27222 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 46705 members 
Mstep: Class 12 contains 27888 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 58222 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 37111 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49044 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 51177 members 
Mstep: Class 21 contains 4663 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45361 members 
Mstep: Class 24 contains 47429 members 
Mstep: Class 25 contains 4705 members 
Mstep: Class 26 contains 46042 members 
Mstep: Class 27 contains 7098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151880.000000 Penalty: 89117.335938
Iteration 81Q: 28 clusters Score -1.101519e+08 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13486 members 
Mstep: Class 5 contains 50912 members 
Mstep: Class 6 contains 56824 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 28105 members 
Mstep: Class 10 contains 2024 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 27828 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 57662 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 36708 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48749 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 50548 members 
Mstep: Class 21 contains 4674 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45127 members 
Mstep: Class 24 contains 48565 members 
Mstep: Class 25 contains 4965 members 
Mstep: Class 26 contains 46226 members 
Mstep: Class 27 contains 7256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152864.000000 Penalty: 89117.335938
Iteration 82Q: 28 clusters Score -1.101529e+08 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18997 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13519 members 
Mstep: Class 5 contains 51073 members 
Mstep: Class 6 contains 56451 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 29052 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 46335 members 
Mstep: Class 12 contains 27738 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 57236 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 36237 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48600 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 49940 members 
Mstep: Class 21 contains 4682 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44898 members 
Mstep: Class 24 contains 49538 members 
Mstep: Class 25 contains 5211 members 
Mstep: Class 26 contains 46398 members 
Mstep: Class 27 contains 7388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154096.000000 Penalty: 89117.335938
Iteration 83Q: 28 clusters Score -1.101541e+08 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18892 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13541 members 
Mstep: Class 5 contains 51134 members 
Mstep: Class 6 contains 56107 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 30070 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 46118 members 
Mstep: Class 12 contains 27664 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 56912 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 35855 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48498 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 49325 members 
Mstep: Class 21 contains 4688 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44632 members 
Mstep: Class 24 contains 50369 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 46559 members 
Mstep: Class 27 contains 7495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154976.000000 Penalty: 89117.335938
Iteration 84Q: 28 clusters Score -1.10155e+08 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18811 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13571 members 
Mstep: Class 5 contains 51070 members 
Mstep: Class 6 contains 55776 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 31053 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 45943 members 
Mstep: Class 12 contains 27582 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 56625 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 35453 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48482 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 48787 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44387 members 
Mstep: Class 24 contains 51055 members 
Mstep: Class 25 contains 5647 members 
Mstep: Class 26 contains 46744 members 
Mstep: Class 27 contains 7605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155632.000000 Penalty: 89117.335938
Iteration 85Q: 28 clusters Score -1.101556e+08 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18690 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 50921 members 
Mstep: Class 6 contains 55419 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 32163 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 45832 members 
Mstep: Class 12 contains 27541 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 56393 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 35084 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48480 members 
Mstep: Class 19 contains 1101 members 
Mstep: Class 20 contains 48329 members 
Mstep: Class 21 contains 4711 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44214 members 
Mstep: Class 24 contains 51578 members 
Mstep: Class 25 contains 5805 members 
Mstep: Class 26 contains 46870 members 
Mstep: Class 27 contains 7686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156312.000000 Penalty: 89117.335938
Iteration 86Q: 28 clusters Score -1.101563e+08 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18637 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13552 members 
Mstep: Class 5 contains 50702 members 
Mstep: Class 6 contains 55078 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 33300 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 45745 members 
Mstep: Class 12 contains 27485 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 56302 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 34734 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48549 members 
Mstep: Class 19 contains 1101 members 
Mstep: Class 20 contains 47851 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44070 members 
Mstep: Class 24 contains 51875 members 
Mstep: Class 25 contains 5957 members 
Mstep: Class 26 contains 46991 members 
Mstep: Class 27 contains 7755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157072.000000 Penalty: 89117.335938
Iteration 87Q: 28 clusters Score -1.101571e+08 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18552 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13551 members 
Mstep: Class 5 contains 50470 members 
Mstep: Class 6 contains 54733 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34471 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 45656 members 
Mstep: Class 12 contains 27426 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 56130 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 34352 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48610 members 
Mstep: Class 19 contains 1102 members 
Mstep: Class 20 contains 47441 members 
Mstep: Class 21 contains 4734 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44018 members 
Mstep: Class 24 contains 52137 members 
Mstep: Class 25 contains 6121 members 
Mstep: Class 26 contains 47082 members 
Mstep: Class 27 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158616.000000 Penalty: 89117.335938
Iteration 88Q: 28 clusters Score -1.101586e+08 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18486 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13561 members 
Mstep: Class 5 contains 50137 members 
Mstep: Class 6 contains 54403 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 35753 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 45612 members 
Mstep: Class 12 contains 27394 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 55903 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 33973 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48636 members 
Mstep: Class 19 contains 1102 members 
Mstep: Class 20 contains 47067 members 
Mstep: Class 21 contains 4752 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44010 members 
Mstep: Class 24 contains 52344 members 
Mstep: Class 25 contains 6283 members 
Mstep: Class 26 contains 47126 members 
Mstep: Class 27 contains 7850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159256.000000 Penalty: 89117.335938
Iteration 89Q: 28 clusters Score -1.101593e+08 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18440 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13594 members 
Mstep: Class 5 contains 49826 members 
Mstep: Class 6 contains 54066 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 37136 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 45580 members 
Mstep: Class 12 contains 27363 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 55674 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 33611 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48689 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 46630 members 
Mstep: Class 21 contains 4764 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 43988 members 
Mstep: Class 24 contains 52468 members 
Mstep: Class 25 contains 6452 members 
Mstep: Class 26 contains 47112 members 
Mstep: Class 27 contains 7883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159880.000000 Penalty: 89117.335938
Iteration 90Q: 28 clusters Score -1.101599e+08 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18428 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13649 members 
Mstep: Class 5 contains 49565 members 
Mstep: Class 6 contains 53718 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 38553 members 
Mstep: Class 10 contains 2062 members 
Mstep: Class 11 contains 45596 members 
Mstep: Class 12 contains 27332 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 55449 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 33250 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48729 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 46089 members 
Mstep: Class 21 contains 4774 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44028 members 
Mstep: Class 24 contains 52558 members 
Mstep: Class 25 contains 6650 members 
Mstep: Class 26 contains 46999 members 
Mstep: Class 27 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160640.000000 Penalty: 89117.335938
Iteration 91Q: 28 clusters Score -1.101606e+08 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18421 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13679 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 53418 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 39984 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 45654 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 55161 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 32917 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48770 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 45651 members 
Mstep: Class 21 contains 4782 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 43983 members 
Mstep: Class 24 contains 52573 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 46860 members 
Mstep: Class 27 contains 7923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160992.000000 Penalty: 89117.335938
Iteration 92Q: 28 clusters Score -1.10161e+08 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18451 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13716 members 
Mstep: Class 5 contains 48958 members 
Mstep: Class 6 contains 53110 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 41640 members 
Mstep: Class 10 contains 2078 members 
Mstep: Class 11 contains 45775 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 54868 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 32577 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48757 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 45066 members 
Mstep: Class 21 contains 4772 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 43976 members 
Mstep: Class 24 contains 52494 members 
Mstep: Class 25 contains 7060 members 
Mstep: Class 26 contains 46803 members 
Mstep: Class 27 contains 7949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161776.000000 Penalty: 89117.335938
Iteration 93Q: 28 clusters Score -1.101618e+08 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18519 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13739 members 
Mstep: Class 5 contains 48537 members 
Mstep: Class 6 contains 52781 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 43532 members 
Mstep: Class 10 contains 2087 members 
Mstep: Class 11 contains 45985 members 
Mstep: Class 12 contains 27256 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 54548 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 32268 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48760 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 44372 members 
Mstep: Class 21 contains 4768 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44006 members 
Mstep: Class 24 contains 52305 members 
Mstep: Class 25 contains 7241 members 
Mstep: Class 26 contains 46656 members 
Mstep: Class 27 contains 7974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162448.000000 Penalty: 89117.335938
Iteration 94Q: 28 clusters Score -1.101624e+08 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18665 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13746 members 
Mstep: Class 5 contains 48030 members 
Mstep: Class 6 contains 52455 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 45458 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 46313 members 
Mstep: Class 12 contains 27237 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 54218 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 31941 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48755 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 43653 members 
Mstep: Class 21 contains 4764 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44040 members 
Mstep: Class 24 contains 52093 members 
Mstep: Class 25 contains 7394 members 
Mstep: Class 26 contains 46490 members 
Mstep: Class 27 contains 7991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163056.000000 Penalty: 89117.335938
Iteration 95Q: 28 clusters Score -1.101631e+08 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18801 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13734 members 
Mstep: Class 5 contains 47699 members 
Mstep: Class 6 contains 52195 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 47167 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 46578 members 
Mstep: Class 12 contains 27216 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 54042 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 31641 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48772 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 42958 members 
Mstep: Class 21 contains 4757 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 43973 members 
Mstep: Class 24 contains 51860 members 
Mstep: Class 25 contains 7542 members 
Mstep: Class 26 contains 46312 members 
Mstep: Class 27 contains 7992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163984.000000 Penalty: 89117.335938
Iteration 96Q: 28 clusters Score -1.10164e+08 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18879 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13743 members 
Mstep: Class 5 contains 47542 members 
Mstep: Class 6 contains 51992 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 48709 members 
Mstep: Class 10 contains 2101 members 
Mstep: Class 11 contains 46791 members 
Mstep: Class 12 contains 27200 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53821 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 31310 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48803 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 42049 members 
Mstep: Class 21 contains 4747 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44157 members 
Mstep: Class 24 contains 51660 members 
Mstep: Class 25 contains 7690 members 
Mstep: Class 26 contains 46136 members 
Mstep: Class 27 contains 8002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163816.000000 Penalty: 89117.335938
Iteration 97Q: 28 clusters Score -1.101638e+08 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18957 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13746 members 
Mstep: Class 5 contains 47488 members 
Mstep: Class 6 contains 51879 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50008 members 
Mstep: Class 10 contains 2102 members 
Mstep: Class 11 contains 46938 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53686 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 30989 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48871 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 40862 members 
Mstep: Class 21 contains 4737 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44696 members 
Mstep: Class 24 contains 51411 members 
Mstep: Class 25 contains 7830 members 
Mstep: Class 26 contains 45952 members 
Mstep: Class 27 contains 8010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163224.000000 Penalty: 89117.335938
Iteration 98Q: 28 clusters Score -1.101632e+08 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19071 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13764 members 
Mstep: Class 5 contains 47633 members 
Mstep: Class 6 contains 51803 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50634 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 47039 members 
Mstep: Class 12 contains 27147 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53610 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 30717 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 48966 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 39777 members 
Mstep: Class 21 contains 4732 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45397 members 
Mstep: Class 24 contains 51183 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 45765 members 
Mstep: Class 27 contains 8021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163176.000000 Penalty: 89117.335938
Iteration 99Q: 28 clusters Score -1.101632e+08 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19207 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13806 members 
Mstep: Class 5 contains 47871 members 
Mstep: Class 6 contains 51839 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50670 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 27123 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53603 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 30469 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49162 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 38935 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46002 members 
Mstep: Class 24 contains 50954 members 
Mstep: Class 25 contains 8126 members 
Mstep: Class 26 contains 45554 members 
Mstep: Class 27 contains 8040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163656.000000 Penalty: 89117.335938
Iteration 100F: 28 clusters Score -1.101637e+08 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19387 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13857 members 
Mstep: Class 5 contains 48204 members 
Mstep: Class 6 contains 51835 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 51230 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 27092 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53559 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 30203 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49341 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 37733 members 
Mstep: Class 21 contains 4721 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46322 members 
Mstep: Class 24 contains 50773 members 
Mstep: Class 25 contains 8345 members 
Mstep: Class 26 contains 45402 members 
Mstep: Class 27 contains 8055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163280.000000 Penalty: 89117.335938
Iteration 101Q: 28 clusters Score -1.101633e+08 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19546 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13890 members 
Mstep: Class 5 contains 48565 members 
Mstep: Class 6 contains 51858 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 51541 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 47213 members 
Mstep: Class 12 contains 27070 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53504 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 29960 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49549 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 36603 members 
Mstep: Class 21 contains 4729 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46647 members 
Mstep: Class 24 contains 50660 members 
Mstep: Class 25 contains 8574 members 
Mstep: Class 26 contains 45277 members 
Mstep: Class 27 contains 8075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162912.000000 Penalty: 89117.335938
Iteration 102Q: 28 clusters Score -1.101629e+08 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19703 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13917 members 
Mstep: Class 5 contains 48887 members 
Mstep: Class 6 contains 51870 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 51605 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 47255 members 
Mstep: Class 12 contains 27061 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53524 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 29773 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49735 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 35708 members 
Mstep: Class 21 contains 4731 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46879 members 
Mstep: Class 24 contains 50518 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 45193 members 
Mstep: Class 27 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162744.000000 Penalty: 89117.335938
Iteration 103Q: 28 clusters Score -1.101627e+08 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19786 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13944 members 
Mstep: Class 5 contains 49276 members 
Mstep: Class 6 contains 51937 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 51486 members 
Mstep: Class 10 contains 2068 members 
Mstep: Class 11 contains 47285 members 
Mstep: Class 12 contains 27046 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53525 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 29586 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49917 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 34930 members 
Mstep: Class 21 contains 4730 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 47057 members 
Mstep: Class 24 contains 50525 members 
Mstep: Class 25 contains 9013 members 
Mstep: Class 26 contains 45103 members 
Mstep: Class 27 contains 8119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162272.000000 Penalty: 89117.335938
Iteration 104Q: 28 clusters Score -1.101623e+08 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19890 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 49628 members 
Mstep: Class 6 contains 52051 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 51268 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 47362 members 
Mstep: Class 12 contains 27043 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53495 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 29437 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50058 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 34276 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 47135 members 
Mstep: Class 24 contains 50513 members 
Mstep: Class 25 contains 9193 members 
Mstep: Class 26 contains 45046 members 
Mstep: Class 27 contains 8134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162328.000000 Penalty: 89117.335938
Iteration 105Q: 28 clusters Score -1.101623e+08 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19977 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14041 members 
Mstep: Class 5 contains 49981 members 
Mstep: Class 6 contains 52158 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 51037 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 47469 members 
Mstep: Class 12 contains 27050 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53432 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 29312 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50154 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 33711 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 47189 members 
Mstep: Class 24 contains 50535 members 
Mstep: Class 25 contains 9343 members 
Mstep: Class 26 contains 45007 members 
Mstep: Class 27 contains 8151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162680.000000 Penalty: 89117.335938
Iteration 106Q: 28 clusters Score -1.101627e+08 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20039 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14053 members 
Mstep: Class 5 contains 50237 members 
Mstep: Class 6 contains 52274 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50867 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 47595 members 
Mstep: Class 12 contains 27064 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53372 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 29198 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50250 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 33214 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 47249 members 
Mstep: Class 24 contains 50500 members 
Mstep: Class 25 contains 9479 members 
Mstep: Class 26 contains 44997 members 
Mstep: Class 27 contains 8163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162344.000000 Penalty: 89117.335938
Iteration 107Q: 28 clusters Score -1.101623e+08 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20123 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14062 members 
Mstep: Class 5 contains 50450 members 
Mstep: Class 6 contains 52373 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50717 members 
Mstep: Class 10 contains 2070 members 
Mstep: Class 11 contains 47699 members 
Mstep: Class 12 contains 27080 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53309 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 29135 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50321 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 32818 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 47272 members 
Mstep: Class 24 contains 50453 members 
Mstep: Class 25 contains 9597 members 
Mstep: Class 26 contains 44979 members 
Mstep: Class 27 contains 8166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162272.000000 Penalty: 89117.335938
Iteration 108Q: 28 clusters Score -1.101623e+08 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20156 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14073 members 
Mstep: Class 5 contains 50652 members 
Mstep: Class 6 contains 52470 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50574 members 
Mstep: Class 10 contains 2065 members 
Mstep: Class 11 contains 47796 members 
Mstep: Class 12 contains 27095 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53213 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 29117 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50391 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 32583 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 47181 members 
Mstep: Class 24 contains 50425 members 
Mstep: Class 25 contains 9720 members 
Mstep: Class 26 contains 44939 members 
Mstep: Class 27 contains 8176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162176.000000 Penalty: 89117.335938
Iteration 109Q: 28 clusters Score -1.101622e+08 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20147 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14099 members 
Mstep: Class 5 contains 50814 members 
Mstep: Class 6 contains 52546 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50479 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 11 contains 47899 members 
Mstep: Class 12 contains 27113 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53160 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 29078 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50452 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 32454 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46999 members 
Mstep: Class 24 contains 50376 members 
Mstep: Class 25 contains 9846 members 
Mstep: Class 26 contains 44923 members 
Mstep: Class 27 contains 8179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162648.000000 Penalty: 89117.335938
Iteration 110Q: 28 clusters Score -1.101626e+08 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14105 members 
Mstep: Class 5 contains 50944 members 
Mstep: Class 6 contains 52626 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50403 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 47975 members 
Mstep: Class 12 contains 27139 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53099 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 29017 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50508 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 32391 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46785 members 
Mstep: Class 24 contains 50341 members 
Mstep: Class 25 contains 9964 members 
Mstep: Class 26 contains 44943 members 
Mstep: Class 27 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162408.000000 Penalty: 89117.335938
Iteration 111Q: 28 clusters Score -1.101624e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20163 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14107 members 
Mstep: Class 5 contains 51084 members 
Mstep: Class 6 contains 52702 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50290 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 48027 members 
Mstep: Class 12 contains 27146 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 53074 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 28983 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50567 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 32378 members 
Mstep: Class 21 contains 4702 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46545 members 
Mstep: Class 24 contains 50291 members 
Mstep: Class 25 contains 10085 members 
Mstep: Class 26 contains 44950 members 
Mstep: Class 27 contains 8202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162560.000000 Penalty: 89117.335938
Iteration 112Q: 28 clusters Score -1.101626e+08 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20198 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14104 members 
Mstep: Class 5 contains 51168 members 
Mstep: Class 6 contains 52751 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50243 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 48042 members 
Mstep: Class 12 contains 27162 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52984 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 28942 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50591 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 32424 members 
Mstep: Class 21 contains 4705 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 46288 members 
Mstep: Class 24 contains 50295 members 
Mstep: Class 25 contains 10215 members 
Mstep: Class 26 contains 44975 members 
Mstep: Class 27 contains 8220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162720.000000 Penalty: 89117.335938
Iteration 113Q: 28 clusters Score -1.101627e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20187 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 51249 members 
Mstep: Class 6 contains 52765 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50225 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 48081 members 
Mstep: Class 12 contains 27178 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52883 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 28900 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50596 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 32570 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45989 members 
Mstep: Class 24 contains 50312 members 
Mstep: Class 25 contains 10341 members 
Mstep: Class 26 contains 44984 members 
Mstep: Class 27 contains 8242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162704.000000 Penalty: 89117.335938
Iteration 114Q: 28 clusters Score -1.101627e+08 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20203 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14122 members 
Mstep: Class 5 contains 51348 members 
Mstep: Class 6 contains 52802 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50156 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 48098 members 
Mstep: Class 12 contains 27185 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52805 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 28849 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50614 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 32757 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45706 members 
Mstep: Class 24 contains 50308 members 
Mstep: Class 25 contains 10428 members 
Mstep: Class 26 contains 44995 members 
Mstep: Class 27 contains 8264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162808.000000 Penalty: 89117.335938
Iteration 115Q: 28 clusters Score -1.101628e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20207 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14122 members 
Mstep: Class 5 contains 51396 members 
Mstep: Class 6 contains 52830 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 50008 members 
Mstep: Class 10 contains 1987 members 
Mstep: Class 11 contains 48143 members 
Mstep: Class 12 contains 27191 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52754 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 28801 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50655 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 32981 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45472 members 
Mstep: Class 24 contains 50291 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 45029 members 
Mstep: Class 27 contains 8268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162552.000000 Penalty: 89117.335938
Iteration 116Q: 28 clusters Score -1.101626e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 20210 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14146 members 
Mstep: Class 5 contains 51453 members 
Mstep: Class 6 contains 52861 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 49796 members 
Mstep: Class 10 contains 1986 members 
Mstep: Class 11 contains 48201 members 
Mstep: Class 12 contains 27188 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52671 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 28734 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50688 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 33257 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45269 members 
Mstep: Class 24 contains 50279 members 
Mstep: Class 25 contains 10581 members 
Mstep: Class 26 contains 45026 members 
Mstep: Class 27 contains 8280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162616.000000 Penalty: 89117.335938
Iteration 117Q: 28 clusters Score -1.101626e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20228 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14157 members 
Mstep: Class 5 contains 51488 members 
Mstep: Class 6 contains 52947 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 49607 members 
Mstep: Class 10 contains 1986 members 
Mstep: Class 11 contains 48265 members 
Mstep: Class 12 contains 27198 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52570 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 28649 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50705 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 33513 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45113 members 
Mstep: Class 24 contains 50244 members 
Mstep: Class 25 contains 10652 members 
Mstep: Class 26 contains 45010 members 
Mstep: Class 27 contains 8293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162584.000000 Penalty: 89117.335938
Iteration 118Q: 28 clusters Score -1.101626e+08 nChanged 3497
Entering ConstructFrom: 
Score: -110162584.000000 Penalty: 89117.335938
Entering ConstructFrom: 
Trying to split cluster 1 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -105462.015625 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -105462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -103853.109375 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -103853.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -104164.765625 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -104164.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -104335.851562 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -104335.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -104419.687500 Penalty: 3181.887939
	Iteration 3F: 3 clusters Score -104419.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104476.226562 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -104476.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104588.460938 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -104588.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -104646.320312 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -104646.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -104665.890625 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -104665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104670.851562 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -104670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104676.250000 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -104676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104682.437500 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -104682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -104686.968750 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -104687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -104694.187500 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -104694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104704.085938 Penalty: 3181.887939
	Iteration 13Q: 3 clusters Score -104704.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104704.085938 Penalty: 3181.887939
	Iteration 14F: 3 clusters Score -104704.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Entering Unmasked Estep 
Score: -3753551.000000 Penalty: 2458.164062
	Iteration 0F: 2 clusters Score -3753551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3739557.750000 Penalty: 4916.328125
	Iteration 0F: 3 clusters Score -3739558 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3744116.000000 Penalty: 4916.328125
	Iteration 1F: 3 clusters Score -3744116 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3744555.000000 Penalty: 4916.328125
	Iteration 2F: 3 clusters Score -3744555 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3744985.500000 Penalty: 4916.328125
	Iteration 3F: 3 clusters Score -3744986 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3745445.000000 Penalty: 4916.328125
	Iteration 4Q: 3 clusters Score -3745445 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3745931.750000 Penalty: 4916.328125
	Iteration 5Q: 3 clusters Score -3745932 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3746496.500000 Penalty: 4916.328125
	Iteration 6Q: 3 clusters Score -3746496 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3747146.500000 Penalty: 4916.328125
	Iteration 7F: 3 clusters Score -3747146 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3747911.750000 Penalty: 4916.328125
	Iteration 8F: 3 clusters Score -3747912 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3748691.250000 Penalty: 4916.328125
	Iteration 9Q: 3 clusters Score -3748691 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3749448.750000 Penalty: 4916.328125
	Iteration 10Q: 3 clusters Score -3749449 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3749944.250000 Penalty: 4916.328125
	Iteration 11Q: 3 clusters Score -3749944 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3750243.250000 Penalty: 4916.328125
	Iteration 12Q: 3 clusters Score -3750243 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -3750416.750000 Penalty: 4916.328125
	Iteration 13Q: 3 clusters Score -3750417 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3750526.000000 Penalty: 4916.328125
	Iteration 14Q: 3 clusters Score -3750526 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3750626.500000 Penalty: 4916.328125
	Iteration 15Q: 3 clusters Score -3750626 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3750715.500000 Penalty: 4916.328125
	Iteration 16Q: 3 clusters Score -3750716 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3750781.750000 Penalty: 4916.328125
	Iteration 17Q: 3 clusters Score -3750782 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3750836.500000 Penalty: 4916.328125
	Iteration 18Q: 3 clusters Score -3750836 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3750905.250000 Penalty: 4916.328125
	Iteration 19Q: 3 clusters Score -3750905 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3750955.500000 Penalty: 4916.328125
	Iteration 20F: 3 clusters Score -3750956 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3750999.000000 Penalty: 4916.328125
	Iteration 21Q: 3 clusters Score -3750999 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3751036.000000 Penalty: 4916.328125
	Iteration 22Q: 3 clusters Score -3751036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -3751074.000000 Penalty: 4916.328125
	Iteration 23Q: 3 clusters Score -3751074 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3751111.750000 Penalty: 4916.328125
	Iteration 24Q: 3 clusters Score -3751112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3751149.250000 Penalty: 4916.328125
	Iteration 25Q: 3 clusters Score -3751149 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3751171.750000 Penalty: 4916.328125
	Iteration 26Q: 3 clusters Score -3751172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3751200.000000 Penalty: 4916.328125
	Iteration 27Q: 3 clusters Score -3751200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3751223.250000 Penalty: 4916.328125
	Iteration 28Q: 3 clusters Score -3751223 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3751241.750000 Penalty: 4916.328125
	Iteration 29Q: 3 clusters Score -3751242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3751265.250000 Penalty: 4916.328125
	Iteration 30Q: 3 clusters Score -3751265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3751288.250000 Penalty: 4916.328125
	Iteration 31Q: 3 clusters Score -3751288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3751295.000000 Penalty: 4916.328125
	Iteration 32Q: 3 clusters Score -3751295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3751302.000000 Penalty: 4916.328125
	Iteration 33Q: 3 clusters Score -3751302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3751316.500000 Penalty: 4916.328125
	Iteration 34Q: 3 clusters Score -3751316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3751328.750000 Penalty: 4916.328125
	Iteration 35Q: 3 clusters Score -3751329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3751340.000000 Penalty: 4916.328125
	Iteration 36Q: 3 clusters Score -3751340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3751347.000000 Penalty: 4916.328125
	Iteration 37Q: 3 clusters Score -3751347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3751360.000000 Penalty: 4916.328125
	Iteration 38Q: 3 clusters Score -3751360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3751364.500000 Penalty: 4916.328125
	Iteration 39Q: 3 clusters Score -3751364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3751362.750000 Penalty: 4916.328125
	Iteration 40F: 3 clusters Score -3751363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3751369.750000 Penalty: 4916.328125
	Iteration 41Q: 3 clusters Score -3751370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3751367.750000 Penalty: 4916.328125
	Iteration 42Q: 3 clusters Score -3751368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3751376.750000 Penalty: 4916.328125
	Iteration 43Q: 3 clusters Score -3751377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3751377.000000 Penalty: 4916.328125
	Iteration 44Q: 3 clusters Score -3751377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3751373.750000 Penalty: 4916.328125
	Iteration 45Q: 3 clusters Score -3751374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3751374.250000 Penalty: 4916.328125
	Iteration 46Q: 3 clusters Score -3751374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3751372.500000 Penalty: 4916.328125
	Iteration 47Q: 3 clusters Score -3751372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3751377.000000 Penalty: 4916.328125
	Iteration 48Q: 3 clusters Score -3751377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3751381.000000 Penalty: 4916.328125
	Iteration 49Q: 3 clusters Score -3751381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3751386.500000 Penalty: 4916.328125
	Iteration 50Q: 3 clusters Score -3751386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3751383.250000 Penalty: 4916.328125
	Iteration 51Q: 3 clusters Score -3751383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3751378.500000 Penalty: 4916.328125
	Iteration 52Q: 3 clusters Score -3751378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3751384.250000 Penalty: 4916.328125
	Iteration 53Q: 3 clusters Score -3751384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -3751392.500000 Penalty: 4916.328125
	Iteration 54Q: 3 clusters Score -3751392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3751393.500000 Penalty: 4916.328125
	Iteration 55Q: 3 clusters Score -3751394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3751389.500000 Penalty: 4916.328125
	Iteration 56Q: 3 clusters Score -3751390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3751393.250000 Penalty: 4916.328125
	Iteration 57Q: 3 clusters Score -3751393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3751390.750000 Penalty: 4916.328125
	Iteration 58Q: 3 clusters Score -3751391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3751390.000000 Penalty: 4916.328125
	Iteration 59Q: 3 clusters Score -3751390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3751391.250000 Penalty: 4916.328125
	Iteration 60F: 3 clusters Score -3751391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3751401.000000 Penalty: 4916.328125
	Iteration 61Q: 3 clusters Score -3751401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3751405.000000 Penalty: 4916.328125
	Iteration 62Q: 3 clusters Score -3751405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3751405.000000 Penalty: 4916.328125
	Iteration 63Q: 3 clusters Score -3751405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3751407.000000 Penalty: 4916.328125
	Iteration 64Q: 3 clusters Score -3751407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3751408.750000 Penalty: 4916.328125
	Iteration 65Q: 3 clusters Score -3751409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3751408.750000 Penalty: 4916.328125
	Iteration 66F: 3 clusters Score -3751409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -91802.023438 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -91802.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90204.148438 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -90204.15 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90723.359375 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -90723.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90940.164062 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -90940.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91088.757812 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -91088.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91227.890625 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -91227.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91325.617188 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -91325.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91416.429688 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -91416.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91508.414062 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -91508.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91591.382812 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -91591.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91641.164062 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -91641.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91683.750000 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -91683.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91703.078125 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -91703.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91712.875000 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -91712.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -91717.601562 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -91717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -91720.226562 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -91720.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -91728.804688 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -91728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91734.414062 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -91734.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -91736.726562 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -91736.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91738.765625 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -91738.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91739.976562 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -91739.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91745.796875 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -91745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91751.984375 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -91751.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91761.703125 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -91761.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91770.265625 Penalty: 3306.810547
	Iteration 23Q: 3 clusters Score -91770.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91778.812500 Penalty: 3306.810547
	Iteration 24Q: 3 clusters Score -91778.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91781.328125 Penalty: 3306.810547
	Iteration 25Q: 3 clusters Score -91781.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91782.890625 Penalty: 3306.810547
	Iteration 26Q: 3 clusters Score -91782.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -91785.406250 Penalty: 3306.810547
	Iteration 27Q: 3 clusters Score -91785.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -91785.406250 Penalty: 3306.810547
	Iteration 28F: 3 clusters Score -91785.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Entering Unmasked Estep 
Score: -2613437.250000 Penalty: 2370.532959
	Iteration 0F: 2 clusters Score -2613437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2603063.000000 Penalty: 4741.065918
	Iteration 0F: 3 clusters Score -2603063 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2606266.000000 Penalty: 4741.065918
	Iteration 1F: 3 clusters Score -2606266 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2606579.750000 Penalty: 4741.065918
	Iteration 2F: 3 clusters Score -2606580 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2606815.000000 Penalty: 4741.065918
	Iteration 3Q: 3 clusters Score -2606815 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2606991.750000 Penalty: 4741.065918
	Iteration 4Q: 3 clusters Score -2606992 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2607198.500000 Penalty: 4741.065918
	Iteration 5Q: 3 clusters Score -2607198 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2607403.000000 Penalty: 4741.065918
	Iteration 6Q: 3 clusters Score -2607403 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2607641.250000 Penalty: 4741.065918
	Iteration 7Q: 3 clusters Score -2607641 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2607946.250000 Penalty: 4741.065918
	Iteration 8Q: 3 clusters Score -2607946 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2608320.750000 Penalty: 4741.065918
	Iteration 9Q: 3 clusters Score -2608321 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2608776.250000 Penalty: 4741.065918
	Iteration 10Q: 3 clusters Score -2608776 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2609306.250000 Penalty: 4741.065918
	Iteration 11Q: 3 clusters Score -2609306 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2609846.250000 Penalty: 4741.065918
	Iteration 12Q: 3 clusters Score -2609846 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2610293.000000 Penalty: 4741.065918
	Iteration 13Q: 3 clusters Score -2610293 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2610625.000000 Penalty: 4741.065918
	Iteration 14Q: 3 clusters Score -2610625 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2610880.250000 Penalty: 4741.065918
	Iteration 15Q: 3 clusters Score -2610880 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2611047.500000 Penalty: 4741.065918
	Iteration 16Q: 3 clusters Score -2611048 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2611147.000000 Penalty: 4741.065918
	Iteration 17Q: 3 clusters Score -2611147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2611200.750000 Penalty: 4741.065918
	Iteration 18Q: 3 clusters Score -2611201 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2611246.750000 Penalty: 4741.065918
	Iteration 19Q: 3 clusters Score -2611247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2611289.750000 Penalty: 4741.065918
	Iteration 20F: 3 clusters Score -2611290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2611310.500000 Penalty: 4741.065918
	Iteration 21Q: 3 clusters Score -2611310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2611319.000000 Penalty: 4741.065918
	Iteration 22Q: 3 clusters Score -2611319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2611331.000000 Penalty: 4741.065918
	Iteration 23Q: 3 clusters Score -2611331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2611330.000000 Penalty: 4741.065918
	Iteration 24Q: 3 clusters Score -2611330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2611335.500000 Penalty: 4741.065918
	Iteration 25Q: 3 clusters Score -2611336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2611338.000000 Penalty: 4741.065918
	Iteration 26Q: 3 clusters Score -2611338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2611346.250000 Penalty: 4741.065918
	Iteration 27Q: 3 clusters Score -2611346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2611355.750000 Penalty: 4741.065918
	Iteration 28Q: 3 clusters Score -2611356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2611352.000000 Penalty: 4741.065918
	Iteration 29Q: 3 clusters Score -2611352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2611355.500000 Penalty: 4741.065918
	Iteration 30Q: 3 clusters Score -2611356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2611358.500000 Penalty: 4741.065918
	Iteration 31Q: 3 clusters Score -2611358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2611359.500000 Penalty: 4741.065918
	Iteration 32Q: 3 clusters Score -2611360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2611361.750000 Penalty: 4741.065918
	Iteration 33Q: 3 clusters Score -2611362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2611369.750000 Penalty: 4741.065918
	Iteration 34Q: 3 clusters Score -2611370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2611368.750000 Penalty: 4741.065918
	Iteration 35Q: 3 clusters Score -2611369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2611371.500000 Penalty: 4741.065918
	Iteration 36Q: 3 clusters Score -2611372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2611373.750000 Penalty: 4741.065918
	Iteration 37Q: 3 clusters Score -2611374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2611373.750000 Penalty: 4741.065918
	Iteration 38F: 3 clusters Score -2611374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Entering Unmasked Estep 
Score: -9648760.000000 Penalty: 2690.336670
	Iteration 0F: 2 clusters Score -9648760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -9616647.000000 Penalty: 5380.673340
	Iteration 0F: 3 clusters Score -9616647 nChanged 24061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -9629816.000000 Penalty: 5380.673340
	Iteration 1F: 3 clusters Score -9629816 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -9630353.000000 Penalty: 5380.673340
	Iteration 2Q: 3 clusters Score -9630353 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -9630876.000000 Penalty: 5380.673340
	Iteration 3Q: 3 clusters Score -9630876 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -9631401.000000 Penalty: 5380.673340
	Iteration 4Q: 3 clusters Score -9631401 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -9632172.000000 Penalty: 5380.673340
	Iteration 5Q: 3 clusters Score -9632172 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -9633173.000000 Penalty: 5380.673340
	Iteration 6Q: 3 clusters Score -9633173 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -9634594.000000 Penalty: 5380.673340
	Iteration 7Q: 3 clusters Score -9634594 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -9636534.000000 Penalty: 5380.673340
	Iteration 8F: 3 clusters Score -9636534 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -9638855.000000 Penalty: 5380.673340
	Iteration 9F: 3 clusters Score -9638855 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9641469 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -9643807 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9645338 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9645986 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -9646235.000000 Penalty: 5380.673340
	Iteration 14Q: 3 clusters Score -9646235 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9646360 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9646420 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9646474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9646491 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9646533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -9646573.000000 Penalty: 5380.673340
	Iteration 20F: 3 clusters Score -9646573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -9646589.000000 Penalty: 5380.673340
	Iteration 21Q: 3 clusters Score -9646589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -9646615.000000 Penalty: 5380.673340
	Iteration 22Q: 3 clusters Score -9646615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -9646626.000000 Penalty: 5380.673340
	Iteration 23Q: 3 clusters Score -9646626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -9646638.000000 Penalty: 5380.673340
	Iteration 24Q: 3 clusters Score -9646638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -9646655.000000 Penalty: 5380.673340
	Iteration 25Q: 3 clusters Score -9646655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -9646675.000000 Penalty: 5380.673340
	Iteration 26Q: 3 clusters Score -9646675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -9646669.000000 Penalty: 5380.673340
	Iteration 27Q: 3 clusters Score -9646669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -9646679.000000 Penalty: 5380.673340
	Iteration 28Q: 3 clusters Score -9646679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -9646675.000000 Penalty: 5380.673340
	Iteration 29Q: 3 clusters Score -9646675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -9646676.000000 Penalty: 5380.673340
	Iteration 30Q: 3 clusters Score -9646676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -9646696.000000 Penalty: 5380.673340
	Iteration 31Q: 3 clusters Score -9646696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -9646702.000000 Penalty: 5380.673340
	Iteration 32Q: 3 clusters Score -9646702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -9646710.000000 Penalty: 5380.673340
	Iteration 33Q: 3 clusters Score -9646710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -9646728.000000 Penalty: 5380.673340
	Iteration 34Q: 3 clusters Score -9646728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -9646725.000000 Penalty: 5380.673340
	Iteration 35Q: 3 clusters Score -9646725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -9646719.000000 Penalty: 5380.673340
	Iteration 36Q: 3 clusters Score -9646719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -9646743.000000 Penalty: 5380.673340
	Iteration 37Q: 3 clusters Score -9646743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -9646746.000000 Penalty: 5380.673340
	Iteration 38Q: 3 clusters Score -9646746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9646747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -9646754.000000 Penalty: 5380.673340
	Iteration 40F: 3 clusters Score -9646754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -9646753.000000 Penalty: 5380.673340
	Iteration 41Q: 3 clusters Score -9646753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -9646762.000000 Penalty: 5380.673340
	Iteration 42Q: 3 clusters Score -9646762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9646774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -9646793.000000 Penalty: 5380.673340
	Iteration 44Q: 3 clusters Score -9646793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -9646814.000000 Penalty: 5380.673340
	Iteration 45Q: 3 clusters Score -9646814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -9646816.000000 Penalty: 5380.673340
	Iteration 46Q: 3 clusters Score -9646816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -9646835.000000 Penalty: 5380.673340
	Iteration 47Q: 3 clusters Score -9646835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -9646849.000000 Penalty: 5380.673340
	Iteration 48Q: 3 clusters Score -9646849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -9646873.000000 Penalty: 5380.673340
	Iteration 49Q: 3 clusters Score -9646873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -9646886.000000 Penalty: 5380.673340
	Iteration 50Q: 3 clusters Score -9646886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -9646904.000000 Penalty: 5380.673340
	Iteration 51Q: 3 clusters Score -9646904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -9646924.000000 Penalty: 5380.673340
	Iteration 52Q: 3 clusters Score -9646924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -9646936.000000 Penalty: 5380.673340
	Iteration 53Q: 3 clusters Score -9646936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -9646946.000000 Penalty: 5380.673340
	Iteration 54Q: 3 clusters Score -9646946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -9646962.000000 Penalty: 5380.673340
	Iteration 55Q: 3 clusters Score -9646962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -9646968.000000 Penalty: 5380.673340
	Iteration 56Q: 3 clusters Score -9646968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -9646981.000000 Penalty: 5380.673340
	Iteration 57Q: 3 clusters Score -9646981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -9646993.000000 Penalty: 5380.673340
	Iteration 58Q: 3 clusters Score -9646993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -9647019.000000 Penalty: 5380.673340
	Iteration 59Q: 3 clusters Score -9647019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -9647052.000000 Penalty: 5380.673340
	Iteration 60F: 3 clusters Score -9647052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -9647116.000000 Penalty: 5380.673340
	Iteration 61Q: 3 clusters Score -9647116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -9647220.000000 Penalty: 5380.673340
	Iteration 62Q: 3 clusters Score -9647220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -9647324.000000 Penalty: 5380.673340
	Iteration 63Q: 3 clusters Score -9647324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -9647447.000000 Penalty: 5380.673340
	Iteration 64Q: 3 clusters Score -9647447 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -9647567.000000 Penalty: 5380.673340
	Iteration 65Q: 3 clusters Score -9647567 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -9647667.000000 Penalty: 5380.673340
	Iteration 66Q: 3 clusters Score -9647667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -9647769.000000 Penalty: 5380.673340
	Iteration 67Q: 3 clusters Score -9647769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -9647882.000000 Penalty: 5380.673340
	Iteration 68Q: 3 clusters Score -9647882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -9647986.000000 Penalty: 5380.673340
	Iteration 69Q: 3 clusters Score -9647986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -9648089.000000 Penalty: 5380.673340
	Iteration 70Q: 3 clusters Score -9648089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -9648220.000000 Penalty: 5380.673340
	Iteration 71Q: 3 clusters Score -9648220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -9648340.000000 Penalty: 5380.673340
	Iteration 72Q: 3 clusters Score -9648340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -9648490.000000 Penalty: 5380.673340
	Iteration 73Q: 3 clusters Score -9648490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -9648631.000000 Penalty: 5380.673340
	Iteration 74Q: 3 clusters Score -9648631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -9648693.000000 Penalty: 5380.673340
	Iteration 75Q: 3 clusters Score -9648693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -9648718.000000 Penalty: 5380.673340
	Iteration 76Q: 3 clusters Score -9648718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -9648746.000000 Penalty: 5380.673340
	Iteration 77Q: 3 clusters Score -9648746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -9648751.000000 Penalty: 5380.673340
	Iteration 78Q: 3 clusters Score -9648751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -9648763.000000 Penalty: 5380.673340
	Iteration 79Q: 3 clusters Score -9648763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -9649009.000000 Penalty: 5380.673340
	Iteration 80F: 3 clusters Score -9649009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -9649153.000000 Penalty: 5380.673340
	Iteration 81Q: 3 clusters Score -9649153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -9649252.000000 Penalty: 5380.673340
	Iteration 82Q: 3 clusters Score -9649252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -9649334.000000 Penalty: 5380.673340
	Iteration 83Q: 3 clusters Score -9649334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -9649393.000000 Penalty: 5380.673340
	Iteration 84Q: 3 clusters Score -9649393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -9649424.000000 Penalty: 5380.673340
	Iteration 85Q: 3 clusters Score -9649424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -9649430.000000 Penalty: 5380.673340
	Iteration 86Q: 3 clusters Score -9649430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -9649460.000000 Penalty: 5380.673340
	Iteration 87F: 3 clusters Score -9649460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -9649466.000000 Penalty: 5380.673340
	Iteration 88Q: 3 clusters Score -9649466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -9649481.000000 Penalty: 5380.673340
	Iteration 89Q: 3 clusters Score -9649481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -9649485.000000 Penalty: 5380.673340
	Iteration 90Q: 3 clusters Score -9649485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -9649485.000000 Penalty: 5380.673340
	Iteration 91F: 3 clusters Score -9649485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20170 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14166 members 
Mstep: Class 5 contains 222 members 
Mstep: Class 6 contains 53009 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 48292 members 
Mstep: Class 12 contains 27212 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52478 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 28600 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50724 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 33919 members 
Mstep: Class 21 contains 4728 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45002 members 
Mstep: Class 24 contains 50165 members 
Mstep: Class 25 contains 10738 members 
Mstep: Class 26 contains 44987 members 
Mstep: Class 27 contains 8303 members 
Mstep: Class 28 contains 51216 members 
Entering Unmasked Estep 
Score: -110162648.000000 Penalty: 92417.976562
Splitting cluster 5 changes total score from -110162584.000000 to -110162648.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 6 (53009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53009 members 
Entering Unmasked Estep 
Score: -9905719.000000 Penalty: 2697.797852
	Iteration 0F: 2 clusters Score -9905719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -9872870.000000 Penalty: 5395.595703
	Iteration 0F: 3 clusters Score -9872870 nChanged 24526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -9886413.000000 Penalty: 5395.595703
	Iteration 1F: 3 clusters Score -9886413 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -9886996.000000 Penalty: 5395.595703
	Iteration 2Q: 3 clusters Score -9886996 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -9887697.000000 Penalty: 5395.595703
	Iteration 3Q: 3 clusters Score -9887697 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -9888522.000000 Penalty: 5395.595703
	Iteration 4Q: 3 clusters Score -9888522 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -9889618.000000 Penalty: 5395.595703
	Iteration 5Q: 3 clusters Score -9889618 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -9891221.000000 Penalty: 5395.595703
	Iteration 6F: 3 clusters Score -9891221 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -9893516.000000 Penalty: 5395.595703
	Iteration 7F: 3 clusters Score -9893516 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -9896174.000000 Penalty: 5395.595703
	Iteration 8F: 3 clusters Score -9896174 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -9898883.000000 Penalty: 5395.595703
	Iteration 9F: 3 clusters Score -9898883 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -9901024.000000 Penalty: 5395.595703
	Iteration 10F: 3 clusters Score -9901024 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -9902190.000000 Penalty: 5395.595703
	Iteration 11Q: 3 clusters Score -9902190 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -9902797.000000 Penalty: 5395.595703
	Iteration 12Q: 3 clusters Score -9902797 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9903108.000000 Penalty: 5395.595703
	Iteration 13Q: 3 clusters Score -9903108 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9903247.000000 Penalty: 5395.595703
	Iteration 14Q: 3 clusters Score -9903247 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9903320.000000 Penalty: 5395.595703
	Iteration 15Q: 3 clusters Score -9903320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9903370.000000 Penalty: 5395.595703
	Iteration 16Q: 3 clusters Score -9903370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9903427.000000 Penalty: 5395.595703
	Iteration 17Q: 3 clusters Score -9903427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9903463.000000 Penalty: 5395.595703
	Iteration 18Q: 3 clusters Score -9903463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9903465.000000 Penalty: 5395.595703
	Iteration 19Q: 3 clusters Score -9903465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9903469.000000 Penalty: 5395.595703
	Iteration 20F: 3 clusters Score -9903469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9903478.000000 Penalty: 5395.595703
	Iteration 21Q: 3 clusters Score -9903478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9903485.000000 Penalty: 5395.595703
	Iteration 22Q: 3 clusters Score -9903485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9903486.000000 Penalty: 5395.595703
	Iteration 23Q: 3 clusters Score -9903486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9903491.000000 Penalty: 5395.595703
	Iteration 24Q: 3 clusters Score -9903491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9903492.000000 Penalty: 5395.595703
	Iteration 25Q: 3 clusters Score -9903492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9903492.000000 Penalty: 5395.595703
	Iteration 26F: 3 clusters Score -9903492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -373533.843750 Penalty: 1907.870361
	Iteration 0F: 2 clusters Score -373533.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -370800.093750 Penalty: 3815.740723
	Iteration 0F: 3 clusters Score -370800.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -371309.937500 Penalty: 3815.740723
	Iteration 1F: 3 clusters Score -371309.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -371480.218750 Penalty: 3815.740723
	Iteration 2F: 3 clusters Score -371480.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -371626.593750 Penalty: 3815.740723
	Iteration 3F: 3 clusters Score -371626.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -371820.312500 Penalty: 3815.740723
	Iteration 4F: 3 clusters Score -371820.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -372029.906250 Penalty: 3815.740723
	Iteration 5F: 3 clusters Score -372029.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -372285.000000 Penalty: 3815.740723
	Iteration 6F: 3 clusters Score -372285 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -372514.093750 Penalty: 3815.740723
	Iteration 7F: 3 clusters Score -372514.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -372819.093750 Penalty: 3815.740723
	Iteration 8F: 3 clusters Score -372819.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -373014.062500 Penalty: 3815.740723
	Iteration 9F: 3 clusters Score -373014.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -373136.625000 Penalty: 3815.740723
	Iteration 10Q: 3 clusters Score -373136.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -373197.906250 Penalty: 3815.740723
	Iteration 11Q: 3 clusters Score -373197.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -373229.343750 Penalty: 3815.740723
	Iteration 12Q: 3 clusters Score -373229.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -373242.281250 Penalty: 3815.740723
	Iteration 13Q: 3 clusters Score -373242.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -373246.375000 Penalty: 3815.740723
	Iteration 14Q: 3 clusters Score -373246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -373248.156250 Penalty: 3815.740723
	Iteration 15Q: 3 clusters Score -373248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -373248.906250 Penalty: 3815.740723
	Iteration 16Q: 3 clusters Score -373248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -373250.718750 Penalty: 3815.740723
	Iteration 17Q: 3 clusters Score -373250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -373251.375000 Penalty: 3815.740723
	Iteration 18Q: 3 clusters Score -373251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -373251.593750 Penalty: 3815.740723
	Iteration 19Q: 3 clusters Score -373251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -373252.093750 Penalty: 3815.740723
	Iteration 20F: 3 clusters Score -373252.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -39016.492188 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -39016.49 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 131 members 
Entering Unmasked Estep 
Score: -37881.859375 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -37881.86 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -38067.464844 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -38067.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -38191.917969 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -38191.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -38283.839844 Penalty: 2754.267822
	Iteration 3F: 3 clusters Score -38283.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -38309.542969 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -38309.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -38319.335938 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -38319.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -38348.550781 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -38348.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38379.148438 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -38379.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38384.121094 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -38384.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38384.121094 Penalty: 2754.267822
	Iteration 9F: 3 clusters Score -38384.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Entering Unmasked Estep 
Score: -9260589.000000 Penalty: 2680.421387
	Iteration 0F: 2 clusters Score -9260589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -9230160.000000 Penalty: 5360.842773
	Iteration 0F: 3 clusters Score -9230160 nChanged 22825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -9242928.000000 Penalty: 5360.842773
	Iteration 1F: 3 clusters Score -9242928 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -9243702.000000 Penalty: 5360.842773
	Iteration 2Q: 3 clusters Score -9243702 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -9244454.000000 Penalty: 5360.842773
	Iteration 3Q: 3 clusters Score -9244454 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -9245302.000000 Penalty: 5360.842773
	Iteration 4Q: 3 clusters Score -9245302 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -9246250.000000 Penalty: 5360.842773
	Iteration 5Q: 3 clusters Score -9246250 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -9247559.000000 Penalty: 5360.842773
	Iteration 6Q: 3 clusters Score -9247559 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -9249419.000000 Penalty: 5360.842773
	Iteration 7F: 3 clusters Score -9249419 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -9251402.000000 Penalty: 5360.842773
	Iteration 8F: 3 clusters Score -9251402 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -9253100.000000 Penalty: 5360.842773
	Iteration 9Q: 3 clusters Score -9253100 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -9254281.000000 Penalty: 5360.842773
	Iteration 10Q: 3 clusters Score -9254281 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -9255098.000000 Penalty: 5360.842773
	Iteration 11Q: 3 clusters Score -9255098 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -9255586.000000 Penalty: 5360.842773
	Iteration 12Q: 3 clusters Score -9255586 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -9255941.000000 Penalty: 5360.842773
	Iteration 13Q: 3 clusters Score -9255941 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -9256239.000000 Penalty: 5360.842773
	Iteration 14Q: 3 clusters Score -9256239 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -9256556.000000 Penalty: 5360.842773
	Iteration 15Q: 3 clusters Score -9256556 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -9256835.000000 Penalty: 5360.842773
	Iteration 16Q: 3 clusters Score -9256835 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -9257194.000000 Penalty: 5360.842773
	Iteration 17Q: 3 clusters Score -9257194 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -9257463.000000 Penalty: 5360.842773
	Iteration 18Q: 3 clusters Score -9257463 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -9257866.000000 Penalty: 5360.842773
	Iteration 19Q: 3 clusters Score -9257866 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -9258124.000000 Penalty: 5360.842773
	Iteration 20F: 3 clusters Score -9258124 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -9258297.000000 Penalty: 5360.842773
	Iteration 21Q: 3 clusters Score -9258297 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -9258337.000000 Penalty: 5360.842773
	Iteration 22Q: 3 clusters Score -9258337 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -9258426.000000 Penalty: 5360.842773
	Iteration 23Q: 3 clusters Score -9258426 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -9258489.000000 Penalty: 5360.842773
	Iteration 24Q: 3 clusters Score -9258489 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -9258544.000000 Penalty: 5360.842773
	Iteration 25Q: 3 clusters Score -9258544 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -9258571.000000 Penalty: 5360.842773
	Iteration 26Q: 3 clusters Score -9258571 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -9258611.000000 Penalty: 5360.842773
	Iteration 27Q: 3 clusters Score -9258611 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -9258628.000000 Penalty: 5360.842773
	Iteration 28Q: 3 clusters Score -9258628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -9258623.000000 Penalty: 5360.842773
	Iteration 29Q: 3 clusters Score -9258623 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -9258634.000000 Penalty: 5360.842773
	Iteration 30Q: 3 clusters Score -9258634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -9258646.000000 Penalty: 5360.842773
	Iteration 31Q: 3 clusters Score -9258646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -9258635.000000 Penalty: 5360.842773
	Iteration 32Q: 3 clusters Score -9258635 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -9258628.000000 Penalty: 5360.842773
	Iteration 33Q: 3 clusters Score -9258628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -9258656.000000 Penalty: 5360.842773
	Iteration 34Q: 3 clusters Score -9258656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -9258655.000000 Penalty: 5360.842773
	Iteration 35Q: 3 clusters Score -9258655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -9258663.000000 Penalty: 5360.842773
	Iteration 36Q: 3 clusters Score -9258663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -9258675.000000 Penalty: 5360.842773
	Iteration 37Q: 3 clusters Score -9258675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -9258671.000000 Penalty: 5360.842773
	Iteration 38Q: 3 clusters Score -9258671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -9258673.000000 Penalty: 5360.842773
	Iteration 39Q: 3 clusters Score -9258673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -9258680.000000 Penalty: 5360.842773
	Iteration 40F: 3 clusters Score -9258680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -9258682.000000 Penalty: 5360.842773
	Iteration 41Q: 3 clusters Score -9258682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -9258676.000000 Penalty: 5360.842773
	Iteration 42Q: 3 clusters Score -9258676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -9258676.000000 Penalty: 5360.842773
	Iteration 43Q: 3 clusters Score -9258676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -9258688.000000 Penalty: 5360.842773
	Iteration 44Q: 3 clusters Score -9258688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -9258685.000000 Penalty: 5360.842773
	Iteration 45Q: 3 clusters Score -9258685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -9258677.000000 Penalty: 5360.842773
	Iteration 46Q: 3 clusters Score -9258677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -9258668.000000 Penalty: 5360.842773
	Iteration 47Q: 3 clusters Score -9258668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -9258670.000000 Penalty: 5360.842773
	Iteration 48Q: 3 clusters Score -9258670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -9258669.000000 Penalty: 5360.842773
	Iteration 49Q: 3 clusters Score -9258669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -9258670.000000 Penalty: 5360.842773
	Iteration 50Q: 3 clusters Score -9258670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -9258676.000000 Penalty: 5360.842773
	Iteration 51Q: 3 clusters Score -9258676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -9258678.000000 Penalty: 5360.842773
	Iteration 52Q: 3 clusters Score -9258678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -9258671.000000 Penalty: 5360.842773
	Iteration 53Q: 3 clusters Score -9258671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -9258668.000000 Penalty: 5360.842773
	Iteration 54Q: 3 clusters Score -9258668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -9258684.000000 Penalty: 5360.842773
	Iteration 55Q: 3 clusters Score -9258684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -9258681.000000 Penalty: 5360.842773
	Iteration 56Q: 3 clusters Score -9258681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -9258679.000000 Penalty: 5360.842773
	Iteration 57Q: 3 clusters Score -9258679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -9258683.000000 Penalty: 5360.842773
	Iteration 58Q: 3 clusters Score -9258683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -9258677.000000 Penalty: 5360.842773
	Iteration 59Q: 3 clusters Score -9258677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -9258676.000000 Penalty: 5360.842773
	Iteration 60F: 3 clusters Score -9258676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -9258678.000000 Penalty: 5360.842773
	Iteration 61Q: 3 clusters Score -9258678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -9258672.000000 Penalty: 5360.842773
	Iteration 62Q: 3 clusters Score -9258672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -9258674.000000 Penalty: 5360.842773
	Iteration 63Q: 3 clusters Score -9258674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -9258674.000000 Penalty: 5360.842773
	Iteration 64F: 3 clusters Score -9258674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -369548.687500 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -369548.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -366932.843750 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -366932.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -367404.156250 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -367404.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -367529.687500 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -367529.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -367583.437500 Penalty: 3767.810547
	Iteration 3Q: 3 clusters Score -367583.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -367612.406250 Penalty: 3767.810547
	Iteration 4Q: 3 clusters Score -367612.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -367632.937500 Penalty: 3767.810547
	Iteration 5Q: 3 clusters Score -367632.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -367653.218750 Penalty: 3767.810547
	Iteration 6Q: 3 clusters Score -367653.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -367672.437500 Penalty: 3767.810547
	Iteration 7Q: 3 clusters Score -367672.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -367686.062500 Penalty: 3767.810547
	Iteration 8Q: 3 clusters Score -367686.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -367699.281250 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -367699.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -367710.937500 Penalty: 3767.810547
	Iteration 10Q: 3 clusters Score -367710.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -367720.031250 Penalty: 3767.810547
	Iteration 11Q: 3 clusters Score -367720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -367727.375000 Penalty: 3767.810547
	Iteration 12Q: 3 clusters Score -367727.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -367735.062500 Penalty: 3767.810547
	Iteration 13Q: 3 clusters Score -367735.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -367739.718750 Penalty: 3767.810547
	Iteration 14Q: 3 clusters Score -367739.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -367744.000000 Penalty: 3767.810547
	Iteration 15Q: 3 clusters Score -367744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -367748.343750 Penalty: 3767.810547
	Iteration 16Q: 3 clusters Score -367748.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -367751.968750 Penalty: 3767.810547
	Iteration 17Q: 3 clusters Score -367752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -367755.250000 Penalty: 3767.810547
	Iteration 18Q: 3 clusters Score -367755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -367758.000000 Penalty: 3767.810547
	Iteration 19Q: 3 clusters Score -367758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -367761.218750 Penalty: 3767.810547
	Iteration 20F: 3 clusters Score -367761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -367764.968750 Penalty: 3767.810547
	Iteration 21Q: 3 clusters Score -367765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -367767.593750 Penalty: 3767.810547
	Iteration 22Q: 3 clusters Score -367767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -367768.812500 Penalty: 3767.810547
	Iteration 23Q: 3 clusters Score -367768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -367769.531250 Penalty: 3767.810547
	Iteration 24Q: 3 clusters Score -367769.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -367770.812500 Penalty: 3767.810547
	Iteration 25Q: 3 clusters Score -367770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -367773.437500 Penalty: 3767.810547
	Iteration 26Q: 3 clusters Score -367773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -367773.375000 Penalty: 3767.810547
	Iteration 27Q: 3 clusters Score -367773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -367774.812500 Penalty: 3767.810547
	Iteration 28Q: 3 clusters Score -367774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -367775.906250 Penalty: 3767.810547
	Iteration 29Q: 3 clusters Score -367775.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -367776.593750 Penalty: 3767.810547
	Iteration 30Q: 3 clusters Score -367776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -367777.218750 Penalty: 3767.810547
	Iteration 31Q: 3 clusters Score -367777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -367777.218750 Penalty: 3767.810547
	Iteration 32F: 3 clusters Score -367777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Entering Unmasked Estep 
Score: -8985750.000000 Penalty: 2674.685059
	Iteration 0F: 2 clusters Score -8985750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -8954981.000000 Penalty: 5349.370117
	Iteration 0F: 3 clusters Score -8954981 nChanged 22336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -8967659.000000 Penalty: 5349.370117
	Iteration 1F: 3 clusters Score -8967659 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -8968438.000000 Penalty: 5349.370117
	Iteration 2Q: 3 clusters Score -8968438 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -8969376.000000 Penalty: 5349.370117
	Iteration 3Q: 3 clusters Score -8969376 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -8970552.000000 Penalty: 5349.370117
	Iteration 4F: 3 clusters Score -8970552 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -8972049.000000 Penalty: 5349.370117
	Iteration 5F: 3 clusters Score -8972049 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -8973900.000000 Penalty: 5349.370117
	Iteration 6F: 3 clusters Score -8973900 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -8976442.000000 Penalty: 5349.370117
	Iteration 7F: 3 clusters Score -8976442 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -8979420.000000 Penalty: 5349.370117
	Iteration 8F: 3 clusters Score -8979420 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -8981930.000000 Penalty: 5349.370117
	Iteration 9F: 3 clusters Score -8981930 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -8983244.000000 Penalty: 5349.370117
	Iteration 10Q: 3 clusters Score -8983244 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -8983876.000000 Penalty: 5349.370117
	Iteration 11Q: 3 clusters Score -8983876 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -8984227.000000 Penalty: 5349.370117
	Iteration 12Q: 3 clusters Score -8984227 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -8984458.000000 Penalty: 5349.370117
	Iteration 13Q: 3 clusters Score -8984458 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -8984560.000000 Penalty: 5349.370117
	Iteration 14Q: 3 clusters Score -8984560 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -8984626.000000 Penalty: 5349.370117
	Iteration 15Q: 3 clusters Score -8984626 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -8984624.000000 Penalty: 5349.370117
	Iteration 16Q: 3 clusters Score -8984624 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8984619.000000 Penalty: 5349.370117
	Iteration 17Q: 3 clusters Score -8984619 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8984623.000000 Penalty: 5349.370117
	Iteration 18Q: 3 clusters Score -8984623 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -8984596.000000 Penalty: 5349.370117
	Iteration 19Q: 3 clusters Score -8984596 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -8984624.000000 Penalty: 5349.370117
	Iteration 20F: 3 clusters Score -8984624 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -8984643.000000 Penalty: 5349.370117
	Iteration 21Q: 3 clusters Score -8984643 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -8984607.000000 Penalty: 5349.370117
	Iteration 22Q: 3 clusters Score -8984607 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -8984597.000000 Penalty: 5349.370117
	Iteration 23Q: 3 clusters Score -8984597 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -8984584.000000 Penalty: 5349.370117
	Iteration 24Q: 3 clusters Score -8984584 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -8984556.000000 Penalty: 5349.370117
	Iteration 25Q: 3 clusters Score -8984556 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -8984553.000000 Penalty: 5349.370117
	Iteration 26Q: 3 clusters Score -8984553 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -8984545.000000 Penalty: 5349.370117
	Iteration 27Q: 3 clusters Score -8984545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -8984540.000000 Penalty: 5349.370117
	Iteration 28Q: 3 clusters Score -8984540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -8984530.000000 Penalty: 5349.370117
	Iteration 29Q: 3 clusters Score -8984530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -8984533.000000 Penalty: 5349.370117
	Iteration 30Q: 3 clusters Score -8984533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -8984535.000000 Penalty: 5349.370117
	Iteration 31Q: 3 clusters Score -8984535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -8984521.000000 Penalty: 5349.370117
	Iteration 32Q: 3 clusters Score -8984521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -8984506.000000 Penalty: 5349.370117
	Iteration 33Q: 3 clusters Score -8984506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -8984494.000000 Penalty: 5349.370117
	Iteration 34Q: 3 clusters Score -8984494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -8984490.000000 Penalty: 5349.370117
	Iteration 35Q: 3 clusters Score -8984490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -8984481.000000 Penalty: 5349.370117
	Iteration 36Q: 3 clusters Score -8984481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -8984485.000000 Penalty: 5349.370117
	Iteration 37Q: 3 clusters Score -8984485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -8984460.000000 Penalty: 5349.370117
	Iteration 38Q: 3 clusters Score -8984460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -8984452.000000 Penalty: 5349.370117
	Iteration 39Q: 3 clusters Score -8984452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -8984446.000000 Penalty: 5349.370117
	Iteration 40F: 3 clusters Score -8984446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -8984452.000000 Penalty: 5349.370117
	Iteration 41Q: 3 clusters Score -8984452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -8984446.000000 Penalty: 5349.370117
	Iteration 42Q: 3 clusters Score -8984446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -8984442.000000 Penalty: 5349.370117
	Iteration 43Q: 3 clusters Score -8984442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -8984439.000000 Penalty: 5349.370117
	Iteration 44Q: 3 clusters Score -8984439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -8984440.000000 Penalty: 5349.370117
	Iteration 45Q: 3 clusters Score -8984440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -8984440.000000 Penalty: 5349.370117
	Iteration 46Q: 3 clusters Score -8984440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -8984438.000000 Penalty: 5349.370117
	Iteration 47Q: 3 clusters Score -8984438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -8984439.000000 Penalty: 5349.370117
	Iteration 48Q: 3 clusters Score -8984439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -8984444.000000 Penalty: 5349.370117
	Iteration 49Q: 3 clusters Score -8984444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -8984436.000000 Penalty: 5349.370117
	Iteration 50Q: 3 clusters Score -8984436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -8984433.000000 Penalty: 5349.370117
	Iteration 51Q: 3 clusters Score -8984433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -8984433.000000 Penalty: 5349.370117
	Iteration 52F: 3 clusters Score -8984433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Entering Unmasked Estep 
Score: -4900172.500000 Penalty: 2532.430420
	Iteration 0F: 2 clusters Score -4900172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -4881363.500000 Penalty: 5064.860840
	Iteration 0F: 3 clusters Score -4881364 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -4888318.500000 Penalty: 5064.860840
	Iteration 1F: 3 clusters Score -4888318 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -4889218.000000 Penalty: 5064.860840
	Iteration 2F: 3 clusters Score -4889218 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -4890281.500000 Penalty: 5064.860840
	Iteration 3F: 3 clusters Score -4890282 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -4891494.000000 Penalty: 5064.860840
	Iteration 4F: 3 clusters Score -4891494 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -4892809.000000 Penalty: 5064.860840
	Iteration 5F: 3 clusters Score -4892809 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -4894032.000000 Penalty: 5064.860840
	Iteration 6F: 3 clusters Score -4894032 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4895055.500000 Penalty: 5064.860840
	Iteration 7F: 3 clusters Score -4895056 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4895836.500000 Penalty: 5064.860840
	Iteration 8Q: 3 clusters Score -4895836 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4896424.500000 Penalty: 5064.860840
	Iteration 9Q: 3 clusters Score -4896424 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4896946.500000 Penalty: 5064.860840
	Iteration 10Q: 3 clusters Score -4896946 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4897393.500000 Penalty: 5064.860840
	Iteration 11Q: 3 clusters Score -4897394 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4897668.500000 Penalty: 5064.860840
	Iteration 12Q: 3 clusters Score -4897668 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4897868.000000 Penalty: 5064.860840
	Iteration 13Q: 3 clusters Score -4897868 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4898000.500000 Penalty: 5064.860840
	Iteration 14Q: 3 clusters Score -4898000 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4898087.000000 Penalty: 5064.860840
	Iteration 15Q: 3 clusters Score -4898087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4898179.500000 Penalty: 5064.860840
	Iteration 16Q: 3 clusters Score -4898180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4898282.000000 Penalty: 5064.860840
	Iteration 17Q: 3 clusters Score -4898282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4898341.000000 Penalty: 5064.860840
	Iteration 18Q: 3 clusters Score -4898341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4898354.000000 Penalty: 5064.860840
	Iteration 19Q: 3 clusters Score -4898354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4898370.500000 Penalty: 5064.860840
	Iteration 20F: 3 clusters Score -4898370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4898388.000000 Penalty: 5064.860840
	Iteration 21Q: 3 clusters Score -4898388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4898390.500000 Penalty: 5064.860840
	Iteration 22Q: 3 clusters Score -4898390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4898391.500000 Penalty: 5064.860840
	Iteration 23Q: 3 clusters Score -4898392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4898393.500000 Penalty: 5064.860840
	Iteration 24Q: 3 clusters Score -4898394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4898394.500000 Penalty: 5064.860840
	Iteration 25Q: 3 clusters Score -4898394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4898393.500000 Penalty: 5064.860840
	Iteration 26Q: 3 clusters Score -4898394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4898393.500000 Penalty: 5064.860840
	Iteration 27F: 3 clusters Score -4898394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -29635.740234 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -29635.74 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 187 members 
Entering Unmasked Estep 
Score: -28457.007812 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -28457.01 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28659.130859 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -28659.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28746.791016 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -28746.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28849.375000 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -28849.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28904.281250 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -28904.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28939.535156 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -28939.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28946.972656 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -28946.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28961.412109 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -28961.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28979.869141 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -28979.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29016.791016 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -29016.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29030.441406 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -29030.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29037.097656 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -29037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29058.275391 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -29058.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29060.000000 Penalty: 2920.883301
	Iteration 13Q: 3 clusters Score -29060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29066.583984 Penalty: 2920.883301
	Iteration 14Q: 3 clusters Score -29066.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29066.583984 Penalty: 2920.883301
	Iteration 15F: 3 clusters Score -29066.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Entering Unmasked Estep 
Score: -9803709.000000 Penalty: 2695.301025
	Iteration 0F: 2 clusters Score -9803709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -9771062.000000 Penalty: 5390.602051
	Iteration 0F: 3 clusters Score -9771062 nChanged 24097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -9784334.000000 Penalty: 5390.602051
	Iteration 1F: 3 clusters Score -9784334 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -9784956.000000 Penalty: 5390.602051
	Iteration 2Q: 3 clusters Score -9784956 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -9785684.000000 Penalty: 5390.602051
	Iteration 3Q: 3 clusters Score -9785684 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -9786676.000000 Penalty: 5390.602051
	Iteration 4Q: 3 clusters Score -9786676 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -9788125.000000 Penalty: 5390.602051
	Iteration 5F: 3 clusters Score -9788125 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -9790368.000000 Penalty: 5390.602051
	Iteration 6F: 3 clusters Score -9790368 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -9793440.000000 Penalty: 5390.602051
	Iteration 7F: 3 clusters Score -9793440 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -9796731.000000 Penalty: 5390.602051
	Iteration 8F: 3 clusters Score -9796731 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -9799131.000000 Penalty: 5390.602051
	Iteration 9F: 3 clusters Score -9799131 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9800340.000000 Penalty: 5390.602051
	Iteration 10Q: 3 clusters Score -9800340 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9800968.000000 Penalty: 5390.602051
	Iteration 11Q: 3 clusters Score -9800968 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9801192.000000 Penalty: 5390.602051
	Iteration 12Q: 3 clusters Score -9801192 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9801297.000000 Penalty: 5390.602051
	Iteration 13Q: 3 clusters Score -9801297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9801353.000000 Penalty: 5390.602051
	Iteration 14Q: 3 clusters Score -9801353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9801390.000000 Penalty: 5390.602051
	Iteration 15Q: 3 clusters Score -9801390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9801403.000000 Penalty: 5390.602051
	Iteration 16Q: 3 clusters Score -9801403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9801402.000000 Penalty: 5390.602051
	Iteration 17Q: 3 clusters Score -9801402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9801420.000000 Penalty: 5390.602051
	Iteration 18Q: 3 clusters Score -9801420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9801424.000000 Penalty: 5390.602051
	Iteration 19Q: 3 clusters Score -9801424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9801431.000000 Penalty: 5390.602051
	Iteration 20F: 3 clusters Score -9801431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9801432.000000 Penalty: 5390.602051
	Iteration 21Q: 3 clusters Score -9801432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9801438.000000 Penalty: 5390.602051
	Iteration 22Q: 3 clusters Score -9801438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9801434.000000 Penalty: 5390.602051
	Iteration 23Q: 3 clusters Score -9801434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9801436.000000 Penalty: 5390.602051
	Iteration 24Q: 3 clusters Score -9801436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9801432.000000 Penalty: 5390.602051
	Iteration 25Q: 3 clusters Score -9801432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9801440.000000 Penalty: 5390.602051
	Iteration 26Q: 3 clusters Score -9801440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9801441.000000 Penalty: 5390.602051
	Iteration 27Q: 3 clusters Score -9801441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9801449.000000 Penalty: 5390.602051
	Iteration 28Q: 3 clusters Score -9801449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9801449.000000 Penalty: 5390.602051
	Iteration 29F: 3 clusters Score -9801449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -102485.468750 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -102485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100882.687500 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -100882.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -101106.515625 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -101106.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101196.117188 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -101196.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101242.875000 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -101242.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101306.421875 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -101306.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101347.062500 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -101347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101359.734375 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -101359.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101368.265625 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -101368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101373.492188 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -101373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -101381.242188 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -101381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -101385.554688 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -101385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101389.664062 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -101389.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101389.664062 Penalty: 3184.317383
	Iteration 12F: 3 clusters Score -101389.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Entering Unmasked Estep 
Score: -5288251.000000 Penalty: 2544.768066
	Iteration 0F: 2 clusters Score -5288251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -5268520.000000 Penalty: 5089.536133
	Iteration 0F: 3 clusters Score -5268520 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -5275756.000000 Penalty: 5089.536133
	Iteration 1F: 3 clusters Score -5275756 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -5276360.500000 Penalty: 5089.536133
	Iteration 2F: 3 clusters Score -5276360 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -5277059.000000 Penalty: 5089.536133
	Iteration 3F: 3 clusters Score -5277059 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -5277944.500000 Penalty: 5089.536133
	Iteration 4F: 3 clusters Score -5277944 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -5279155.000000 Penalty: 5089.536133
	Iteration 5F: 3 clusters Score -5279155 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -5280854.500000 Penalty: 5089.536133
	Iteration 6F: 3 clusters Score -5280854 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -5282777.000000 Penalty: 5089.536133
	Iteration 7F: 3 clusters Score -5282777 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5284265.000000 Penalty: 5089.536133
	Iteration 8F: 3 clusters Score -5284265 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5285146.000000 Penalty: 5089.536133
	Iteration 9Q: 3 clusters Score -5285146 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5285558.000000 Penalty: 5089.536133
	Iteration 10Q: 3 clusters Score -5285558 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5285740.000000 Penalty: 5089.536133
	Iteration 11Q: 3 clusters Score -5285740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5285844.000000 Penalty: 5089.536133
	Iteration 12Q: 3 clusters Score -5285844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5285917.000000 Penalty: 5089.536133
	Iteration 13Q: 3 clusters Score -5285917 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5285956.000000 Penalty: 5089.536133
	Iteration 14Q: 3 clusters Score -5285956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5285986.500000 Penalty: 5089.536133
	Iteration 15Q: 3 clusters Score -5285986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5286023.500000 Penalty: 5089.536133
	Iteration 16Q: 3 clusters Score -5286024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5286037.000000 Penalty: 5089.536133
	Iteration 17Q: 3 clusters Score -5286037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5286048.000000 Penalty: 5089.536133
	Iteration 18Q: 3 clusters Score -5286048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5286052.500000 Penalty: 5089.536133
	Iteration 19Q: 3 clusters Score -5286052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5286051.000000 Penalty: 5089.536133
	Iteration 20F: 3 clusters Score -5286051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5286050.500000 Penalty: 5089.536133
	Iteration 21Q: 3 clusters Score -5286050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5286056.000000 Penalty: 5089.536133
	Iteration 22Q: 3 clusters Score -5286056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5286062.500000 Penalty: 5089.536133
	Iteration 23Q: 3 clusters Score -5286062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5286061.500000 Penalty: 5089.536133
	Iteration 24Q: 3 clusters Score -5286062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5286062.000000 Penalty: 5089.536133
	Iteration 25Q: 3 clusters Score -5286062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5286062.000000 Penalty: 5089.536133
	Iteration 26F: 3 clusters Score -5286062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121108.429688 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -121108.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -119403.382812 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -119403.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -119862.343750 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -119862.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -120028.796875 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -120028.8 nChanged 47
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: -120129.929688 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -120129.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120252.726562 Penalty: 3323.562744
	Iteration 4F: 3 clusters Score -120252.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120386.945312 Penalty: 3323.562744
	Iteration 5F: 3 clusters Score -120386.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -120507.781250 Penalty: 3323.562744
	Iteration 6F: 3 clusters Score -120507.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120636.828125 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -120636.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -120748.273438 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -120748.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120783.210938 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -120783.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -120801.476562 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -120801.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -120817.421875 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -120817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120850.195312 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -120850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120869.906250 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -120869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -120875.804688 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -120875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -120875.804688 Penalty: 3323.562744
	Iteration 15F: 3 clusters Score -120875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Entering Unmasked Estep 
Score: -9328966.000000 Penalty: 2686.870117
	Iteration 0F: 2 clusters Score -9328966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -9295489.000000 Penalty: 5373.740234
	Iteration 0F: 3 clusters Score -9295489 nChanged 23438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -9308222.000000 Penalty: 5373.740234
	Iteration 1F: 3 clusters Score -9308222 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -9308735.000000 Penalty: 5373.740234
	Iteration 2Q: 3 clusters Score -9308735 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -9309331.000000 Penalty: 5373.740234
	Iteration 3Q: 3 clusters Score -9309331 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -9310032.000000 Penalty: 5373.740234
	Iteration 4Q: 3 clusters Score -9310032 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -9311007.000000 Penalty: 5373.740234
	Iteration 5Q: 3 clusters Score -9311007 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -9312476.000000 Penalty: 5373.740234
	Iteration 6F: 3 clusters Score -9312476 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -9314654.000000 Penalty: 5373.740234
	Iteration 7F: 3 clusters Score -9314654 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -9317654.000000 Penalty: 5373.740234
	Iteration 8F: 3 clusters Score -9317654 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -9321308.000000 Penalty: 5373.740234
	Iteration 9F: 3 clusters Score -9321308 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -9323980.000000 Penalty: 5373.740234
	Iteration 10F: 3 clusters Score -9323980 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -9325228.000000 Penalty: 5373.740234
	Iteration 11Q: 3 clusters Score -9325228 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -9325884.000000 Penalty: 5373.740234
	Iteration 12Q: 3 clusters Score -9325884 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -9326248.000000 Penalty: 5373.740234
	Iteration 13Q: 3 clusters Score -9326248 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -9326481.000000 Penalty: 5373.740234
	Iteration 14Q: 3 clusters Score -9326481 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -9326672.000000 Penalty: 5373.740234
	Iteration 15Q: 3 clusters Score -9326672 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -9326806.000000 Penalty: 5373.740234
	Iteration 16Q: 3 clusters Score -9326806 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -9326956.000000 Penalty: 5373.740234
	Iteration 17Q: 3 clusters Score -9326956 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -9327022.000000 Penalty: 5373.740234
	Iteration 18Q: 3 clusters Score -9327022 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -9327122.000000 Penalty: 5373.740234
	Iteration 19Q: 3 clusters Score -9327122 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -9327182.000000 Penalty: 5373.740234
	Iteration 20F: 3 clusters Score -9327182 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -9327213.000000 Penalty: 5373.740234
	Iteration 21Q: 3 clusters Score -9327213 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -9327219.000000 Penalty: 5373.740234
	Iteration 22Q: 3 clusters Score -9327219 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -9327255.000000 Penalty: 5373.740234
	Iteration 23Q: 3 clusters Score -9327255 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -9327262.000000 Penalty: 5373.740234
	Iteration 24Q: 3 clusters Score -9327262 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -9327299.000000 Penalty: 5373.740234
	Iteration 25Q: 3 clusters Score -9327299 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -9327343.000000 Penalty: 5373.740234
	Iteration 26Q: 3 clusters Score -9327343 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -9327390.000000 Penalty: 5373.740234
	Iteration 27Q: 3 clusters Score -9327390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -9327411.000000 Penalty: 5373.740234
	Iteration 28Q: 3 clusters Score -9327411 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -9327408.000000 Penalty: 5373.740234
	Iteration 29Q: 3 clusters Score -9327408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -9327418.000000 Penalty: 5373.740234
	Iteration 30Q: 3 clusters Score -9327418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -9327449.000000 Penalty: 5373.740234
	Iteration 31Q: 3 clusters Score -9327449 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -9327466.000000 Penalty: 5373.740234
	Iteration 32Q: 3 clusters Score -9327466 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -9327487.000000 Penalty: 5373.740234
	Iteration 33Q: 3 clusters Score -9327487 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -9327513.000000 Penalty: 5373.740234
	Iteration 34Q: 3 clusters Score -9327513 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -9327522.000000 Penalty: 5373.740234
	Iteration 35Q: 3 clusters Score -9327522 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -9327539.000000 Penalty: 5373.740234
	Iteration 36Q: 3 clusters Score -9327539 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -9327517.000000 Penalty: 5373.740234
	Iteration 37Q: 3 clusters Score -9327517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -9327536.000000 Penalty: 5373.740234
	Iteration 38Q: 3 clusters Score -9327536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -9327558.000000 Penalty: 5373.740234
	Iteration 39Q: 3 clusters Score -9327558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -9327556.000000 Penalty: 5373.740234
	Iteration 40F: 3 clusters Score -9327556 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -9327556.000000 Penalty: 5373.740234
	Iteration 41Q: 3 clusters Score -9327556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -9327545.000000 Penalty: 5373.740234
	Iteration 42Q: 3 clusters Score -9327545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -9327564.000000 Penalty: 5373.740234
	Iteration 43Q: 3 clusters Score -9327564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -9327572.000000 Penalty: 5373.740234
	Iteration 44Q: 3 clusters Score -9327572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -9327553.000000 Penalty: 5373.740234
	Iteration 45Q: 3 clusters Score -9327553 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -9327553.000000 Penalty: 5373.740234
	Iteration 46Q: 3 clusters Score -9327553 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -9327572.000000 Penalty: 5373.740234
	Iteration 47Q: 3 clusters Score -9327572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -9327590.000000 Penalty: 5373.740234
	Iteration 48Q: 3 clusters Score -9327590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -9327587.000000 Penalty: 5373.740234
	Iteration 49Q: 3 clusters Score -9327587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -9327578.000000 Penalty: 5373.740234
	Iteration 50Q: 3 clusters Score -9327578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -9327578.000000 Penalty: 5373.740234
	Iteration 51Q: 3 clusters Score -9327578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -9327576.000000 Penalty: 5373.740234
	Iteration 52Q: 3 clusters Score -9327576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -9327563.000000 Penalty: 5373.740234
	Iteration 53Q: 3 clusters Score -9327563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -9327574.000000 Penalty: 5373.740234
	Iteration 54Q: 3 clusters Score -9327574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -9327568.000000 Penalty: 5373.740234
	Iteration 55Q: 3 clusters Score -9327568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -9327572.000000 Penalty: 5373.740234
	Iteration 56Q: 3 clusters Score -9327572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -9327554.000000 Penalty: 5373.740234
	Iteration 57Q: 3 clusters Score -9327554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -9327584.000000 Penalty: 5373.740234
	Iteration 58Q: 3 clusters Score -9327584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -9327585.000000 Penalty: 5373.740234
	Iteration 59Q: 3 clusters Score -9327585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -9327606.000000 Penalty: 5373.740234
	Iteration 60F: 3 clusters Score -9327606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -9327611.000000 Penalty: 5373.740234
	Iteration 61Q: 3 clusters Score -9327611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -9327609.000000 Penalty: 5373.740234
	Iteration 62Q: 3 clusters Score -9327609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -9327603.000000 Penalty: 5373.740234
	Iteration 63Q: 3 clusters Score -9327603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -9327593.000000 Penalty: 5373.740234
	Iteration 64Q: 3 clusters Score -9327593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -9327593.000000 Penalty: 5373.740234
	Iteration 65Q: 3 clusters Score -9327593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -9327600.000000 Penalty: 5373.740234
	Iteration 66Q: 3 clusters Score -9327600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -9327592.000000 Penalty: 5373.740234
	Iteration 67Q: 3 clusters Score -9327592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -9327594.000000 Penalty: 5373.740234
	Iteration 68Q: 3 clusters Score -9327594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -9327583.000000 Penalty: 5373.740234
	Iteration 69Q: 3 clusters Score -9327583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -9327579.000000 Penalty: 5373.740234
	Iteration 70Q: 3 clusters Score -9327579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -9327569.000000 Penalty: 5373.740234
	Iteration 71Q: 3 clusters Score -9327569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -9327569.000000 Penalty: 5373.740234
	Iteration 72Q: 3 clusters Score -9327569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -9327554.000000 Penalty: 5373.740234
	Iteration 73Q: 3 clusters Score -9327554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -9327553.000000 Penalty: 5373.740234
	Iteration 74Q: 3 clusters Score -9327553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -9327573.000000 Penalty: 5373.740234
	Iteration 75Q: 3 clusters Score -9327573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -9327568.000000 Penalty: 5373.740234
	Iteration 76Q: 3 clusters Score -9327568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -9327564.000000 Penalty: 5373.740234
	Iteration 77Q: 3 clusters Score -9327564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -9327567.000000 Penalty: 5373.740234
	Iteration 78Q: 3 clusters Score -9327567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -9327577.000000 Penalty: 5373.740234
	Iteration 79Q: 3 clusters Score -9327577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -9327578.000000 Penalty: 5373.740234
	Iteration 80F: 3 clusters Score -9327578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -9327576.000000 Penalty: 5373.740234
	Iteration 81Q: 3 clusters Score -9327576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -9327573.000000 Penalty: 5373.740234
	Iteration 82Q: 3 clusters Score -9327573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -9327555.000000 Penalty: 5373.740234
	Iteration 83Q: 3 clusters Score -9327555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -9327561.000000 Penalty: 5373.740234
	Iteration 84Q: 3 clusters Score -9327561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -9327557.000000 Penalty: 5373.740234
	Iteration 85Q: 3 clusters Score -9327557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -9327553.000000 Penalty: 5373.740234
	Iteration 86Q: 3 clusters Score -9327553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -9327562.000000 Penalty: 5373.740234
	Iteration 87Q: 3 clusters Score -9327562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -9327550.000000 Penalty: 5373.740234
	Iteration 88Q: 3 clusters Score -9327550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -9327558.000000 Penalty: 5373.740234
	Iteration 89Q: 3 clusters Score -9327558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -9327551.000000 Penalty: 5373.740234
	Iteration 90Q: 3 clusters Score -9327551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -9327562.000000 Penalty: 5373.740234
	Iteration 91Q: 3 clusters Score -9327562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -9327557.000000 Penalty: 5373.740234
	Iteration 92Q: 3 clusters Score -9327557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -9327545.000000 Penalty: 5373.740234
	Iteration 93Q: 3 clusters Score -9327545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -9327549.000000 Penalty: 5373.740234
	Iteration 94Q: 3 clusters Score -9327549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -9327545.000000 Penalty: 5373.740234
	Iteration 95Q: 3 clusters Score -9327545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -9327545.000000 Penalty: 5373.740234
	Iteration 96Q: 3 clusters Score -9327545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -9327545.000000 Penalty: 5373.740234
	Iteration 97Q: 3 clusters Score -9327545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -9327545.000000 Penalty: 5373.740234
	Iteration 98Q: 3 clusters Score -9327545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -9327544.000000 Penalty: 5373.740234
	Iteration 99Q: 3 clusters Score -9327544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -9327542.000000 Penalty: 5373.740234
	Iteration 100F: 3 clusters Score -9327542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -9327547.000000 Penalty: 5373.740234
	Iteration 101Q: 3 clusters Score -9327547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9327546.000000 Penalty: 5373.740234
	Iteration 102Q: 3 clusters Score -9327546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -9327547.000000 Penalty: 5373.740234
	Iteration 103Q: 3 clusters Score -9327547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -9327547.000000 Penalty: 5373.740234
	Iteration 104F: 3 clusters Score -9327547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -193080.750000 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -193080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -191085.015625 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -191085 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -191469.093750 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -191469.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -191633.484375 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -191633.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -191761.531250 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -191761.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -191851.718750 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -191851.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -191897.906250 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -191897.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -191943.015625 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -191943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -191963.562500 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -191963.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -191972.781250 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -191972.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -191987.296875 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -191987.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192002.953125 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -192003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -192011.296875 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -192011.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -192017.218750 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -192017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192020.562500 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -192020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -192022.031250 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -192022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192022.281250 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -192022.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192022.281250 Penalty: 3474.871338
	Iteration 16F: 3 clusters Score -192022.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Entering Unmasked Estep 
Score: -6372357.000000 Penalty: 2587.069092
	Iteration 0F: 2 clusters Score -6372357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -6349345.000000 Penalty: 5174.138184
	Iteration 0F: 3 clusters Score -6349345 nChanged 15303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -6357676.000000 Penalty: 5174.138184
	Iteration 1F: 3 clusters Score -6357676 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -6358297.000000 Penalty: 5174.138184
	Iteration 2Q: 3 clusters Score -6358297 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -6358976.000000 Penalty: 5174.138184
	Iteration 3Q: 3 clusters Score -6358976 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -6359857.000000 Penalty: 5174.138184
	Iteration 4F: 3 clusters Score -6359857 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -6361114.500000 Penalty: 5174.138184
	Iteration 5F: 3 clusters Score -6361114 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -6362886.500000 Penalty: 5174.138184
	Iteration 6F: 3 clusters Score -6362886 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -6365065.000000 Penalty: 5174.138184
	Iteration 7F: 3 clusters Score -6365065 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -6367225.000000 Penalty: 5174.138184
	Iteration 8F: 3 clusters Score -6367225 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -6368743.500000 Penalty: 5174.138184
	Iteration 9Q: 3 clusters Score -6368744 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -6369460.500000 Penalty: 5174.138184
	Iteration 10Q: 3 clusters Score -6369460 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -6369786.000000 Penalty: 5174.138184
	Iteration 11Q: 3 clusters Score -6369786 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -6369938.000000 Penalty: 5174.138184
	Iteration 12Q: 3 clusters Score -6369938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -6370001.000000 Penalty: 5174.138184
	Iteration 13Q: 3 clusters Score -6370001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -6370055.000000 Penalty: 5174.138184
	Iteration 14Q: 3 clusters Score -6370055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -6370069.500000 Penalty: 5174.138184
	Iteration 15Q: 3 clusters Score -6370070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -6370076.500000 Penalty: 5174.138184
	Iteration 16Q: 3 clusters Score -6370076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -6370080.500000 Penalty: 5174.138184
	Iteration 17Q: 3 clusters Score -6370080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -6370093.500000 Penalty: 5174.138184
	Iteration 18Q: 3 clusters Score -6370094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -6370098.500000 Penalty: 5174.138184
	Iteration 19Q: 3 clusters Score -6370098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -6370098.500000 Penalty: 5174.138184
	Iteration 20F: 3 clusters Score -6370098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Entering Unmasked Estep 
Score: -876340.437500 Penalty: 2098.392090
	Iteration 0F: 2 clusters Score -876340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -872017.312500 Penalty: 4196.784180
	Iteration 0F: 3 clusters Score -872017.3 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -873019.937500 Penalty: 4196.784180
	Iteration 1F: 3 clusters Score -873019.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -873208.937500 Penalty: 4196.784180
	Iteration 2F: 3 clusters Score -873208.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -873340.062500 Penalty: 4196.784180
	Iteration 3Q: 3 clusters Score -873340.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -873466.812500 Penalty: 4196.784180
	Iteration 4Q: 3 clusters Score -873466.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -873605.312500 Penalty: 4196.784180
	Iteration 5Q: 3 clusters Score -873605.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -873714.687500 Penalty: 4196.784180
	Iteration 6Q: 3 clusters Score -873714.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -873833.687500 Penalty: 4196.784180
	Iteration 7Q: 3 clusters Score -873833.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -873958.250000 Penalty: 4196.784180
	Iteration 8Q: 3 clusters Score -873958.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -874073.312500 Penalty: 4196.784180
	Iteration 9Q: 3 clusters Score -874073.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -874158.875000 Penalty: 4196.784180
	Iteration 10Q: 3 clusters Score -874158.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -874226.937500 Penalty: 4196.784180
	Iteration 11Q: 3 clusters Score -874226.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -874283.937500 Penalty: 4196.784180
	Iteration 12Q: 3 clusters Score -874283.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -874333.250000 Penalty: 4196.784180
	Iteration 13Q: 3 clusters Score -874333.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -874379.437500 Penalty: 4196.784180
	Iteration 14Q: 3 clusters Score -874379.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -874424.687500 Penalty: 4196.784180
	Iteration 15Q: 3 clusters Score -874424.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -874462.937500 Penalty: 4196.784180
	Iteration 16Q: 3 clusters Score -874462.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -874497.687500 Penalty: 4196.784180
	Iteration 17Q: 3 clusters Score -874497.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -874535.187500 Penalty: 4196.784180
	Iteration 18Q: 3 clusters Score -874535.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -874568.187500 Penalty: 4196.784180
	Iteration 19Q: 3 clusters Score -874568.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -874598.562500 Penalty: 4196.784180
	Iteration 20F: 3 clusters Score -874598.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -874623.562500 Penalty: 4196.784180
	Iteration 21Q: 3 clusters Score -874623.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -874639.125000 Penalty: 4196.784180
	Iteration 22Q: 3 clusters Score -874639.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -874655.562500 Penalty: 4196.784180
	Iteration 23Q: 3 clusters Score -874655.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -874674.000000 Penalty: 4196.784180
	Iteration 24Q: 3 clusters Score -874674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -874690.500000 Penalty: 4196.784180
	Iteration 25Q: 3 clusters Score -874690.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -874705.437500 Penalty: 4196.784180
	Iteration 26Q: 3 clusters Score -874705.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -874717.937500 Penalty: 4196.784180
	Iteration 27Q: 3 clusters Score -874717.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -874733.500000 Penalty: 4196.784180
	Iteration 28Q: 3 clusters Score -874733.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -874746.062500 Penalty: 4196.784180
	Iteration 29Q: 3 clusters Score -874746.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -874755.937500 Penalty: 4196.784180
	Iteration 30Q: 3 clusters Score -874755.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -874764.375000 Penalty: 4196.784180
	Iteration 31Q: 3 clusters Score -874764.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -874769.125000 Penalty: 4196.784180
	Iteration 32Q: 3 clusters Score -874769.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -874774.312500 Penalty: 4196.784180
	Iteration 33Q: 3 clusters Score -874774.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -874778.187500 Penalty: 4196.784180
	Iteration 34Q: 3 clusters Score -874778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -874782.312500 Penalty: 4196.784180
	Iteration 35Q: 3 clusters Score -874782.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -874786.687500 Penalty: 4196.784180
	Iteration 36Q: 3 clusters Score -874786.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -874789.625000 Penalty: 4196.784180
	Iteration 37Q: 3 clusters Score -874789.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -874791.812500 Penalty: 4196.784180
	Iteration 38Q: 3 clusters Score -874791.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -874797.187500 Penalty: 4196.784180
	Iteration 39Q: 3 clusters Score -874797.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -874797.062500 Penalty: 4196.784180
	Iteration 40F: 3 clusters Score -874797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -874800.187500 Penalty: 4196.784180
	Iteration 41Q: 3 clusters Score -874800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -874800.062500 Penalty: 4196.784180
	Iteration 42Q: 3 clusters Score -874800.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -874800.062500 Penalty: 4196.784180
	Iteration 43F: 3 clusters Score -874800.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -76857.046875 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -76857.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75457.289062 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -75457.29 nChanged 127
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: -75831.179688 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -75831.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -76050.328125 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -76050.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -76361.718750 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -76361.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -76525.687500 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -76525.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -76655.781250 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -76655.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -76780.148438 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -76780.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -76876.453125 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -76876.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76908.937500 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -76908.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76917.632812 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -76917.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76921.562500 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -76921.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76923.031250 Penalty: 3097.106689
	Iteration 11F: 3 clusters Score -76923.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76935.296875 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -76935.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -76970.070312 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -76970.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77003.718750 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -77003.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -77070.914062 Penalty: 3097.106689
	Iteration 15Q: 3 clusters Score -77070.91 nChanged 3
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: -77099.437500 Penalty: 3097.106689
	Iteration 16Q: 3 clusters Score -77099.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -77132.851562 Penalty: 3097.106689
	Iteration 17Q: 3 clusters Score -77132.85 nChanged 3
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: -77145.273438 Penalty: 3097.106689
	Iteration 18Q: 3 clusters Score -77145.27 nChanged 1
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: -77152.062500 Penalty: 3097.106689
	Iteration 19Q: 3 clusters Score -77152.06 nChanged 0
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: -77152.062500 Penalty: 3097.106689
	Iteration 20F: 3 clusters Score -77152.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20170 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14166 members 
Mstep: Class 5 contains 222 members 
Mstep: Class 6 contains 53009 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 48292 members 
Mstep: Class 12 contains 27212 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52478 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 28600 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50724 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 33919 members 
Mstep: Class 21 contains 4728 members 
Mstep: Class 22 contains 287 members 
Mstep: Class 23 contains 45002 members 
Mstep: Class 24 contains 50165 members 
Mstep: Class 25 contains 10738 members 
Mstep: Class 26 contains 44987 members 
Mstep: Class 27 contains 8303 members 
Mstep: Class 28 contains 51216 members 
Mstep: Class 29 contains 228 members 
Entering Unmasked Estep 
Score: -110161232.000000 Penalty: 95718.617188
Splitting cluster 22 changes total score from -110162584.000000 to -110161232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (45002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Entering Unmasked Estep 
Score: -8365513.500000 Penalty: 2657.186523
	Iteration 0F: 2 clusters Score -8365514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8335747.500000 Penalty: 5314.373047
	Iteration 0F: 3 clusters Score -8335748 nChanged 20543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -8347014.000000 Penalty: 5314.373047
	Iteration 1F: 3 clusters Score -8347014 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -8347596.000000 Penalty: 5314.373047
	Iteration 2Q: 3 clusters Score -8347596 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -8348060.500000 Penalty: 5314.373047
	Iteration 3Q: 3 clusters Score -8348060 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -8348523.500000 Penalty: 5314.373047
	Iteration 4Q: 3 clusters Score -8348524 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -8349184.500000 Penalty: 5314.373047
	Iteration 5Q: 3 clusters Score -8349184 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -8350081.000000 Penalty: 5314.373047
	Iteration 6Q: 3 clusters Score -8350081 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -8351435.500000 Penalty: 5314.373047
	Iteration 7Q: 3 clusters Score -8351436 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -8353090.500000 Penalty: 5314.373047
	Iteration 8Q: 3 clusters Score -8353090 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -8354812.000000 Penalty: 5314.373047
	Iteration 9F: 3 clusters Score -8354812 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -8356203.500000 Penalty: 5314.373047
	Iteration 10Q: 3 clusters Score -8356204 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -8357327.000000 Penalty: 5314.373047
	Iteration 11Q: 3 clusters Score -8357327 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -8358082.000000 Penalty: 5314.373047
	Iteration 12Q: 3 clusters Score -8358082 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -8358580.000000 Penalty: 5314.373047
	Iteration 13Q: 3 clusters Score -8358580 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -8358946.000000 Penalty: 5314.373047
	Iteration 14Q: 3 clusters Score -8358946 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -8359208.000000 Penalty: 5314.373047
	Iteration 15Q: 3 clusters Score -8359208 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -8359351.500000 Penalty: 5314.373047
	Iteration 16Q: 3 clusters Score -8359352 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -8359418.000000 Penalty: 5314.373047
	Iteration 17Q: 3 clusters Score -8359418 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -8359496.500000 Penalty: 5314.373047
	Iteration 18Q: 3 clusters Score -8359496 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -8359534.500000 Penalty: 5314.373047
	Iteration 19Q: 3 clusters Score -8359534 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -8359551.500000 Penalty: 5314.373047
	Iteration 20F: 3 clusters Score -8359552 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -8359604.500000 Penalty: 5314.373047
	Iteration 21Q: 3 clusters Score -8359604 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -8359635.000000 Penalty: 5314.373047
	Iteration 22Q: 3 clusters Score -8359635 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -8359697.500000 Penalty: 5314.373047
	Iteration 23Q: 3 clusters Score -8359698 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -8359781.500000 Penalty: 5314.373047
	Iteration 24Q: 3 clusters Score -8359782 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -8359864.000000 Penalty: 5314.373047
	Iteration 25Q: 3 clusters Score -8359864 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -8359952.000000 Penalty: 5314.373047
	Iteration 26Q: 3 clusters Score -8359952 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -8359992.500000 Penalty: 5314.373047
	Iteration 27Q: 3 clusters Score -8359992 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -8360121.500000 Penalty: 5314.373047
	Iteration 28Q: 3 clusters Score -8360122 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -8360213.500000 Penalty: 5314.373047
	Iteration 29Q: 3 clusters Score -8360214 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -8360331.500000 Penalty: 5314.373047
	Iteration 30Q: 3 clusters Score -8360332 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -8360451.500000 Penalty: 5314.373047
	Iteration 31Q: 3 clusters Score -8360452 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -8360563.500000 Penalty: 5314.373047
	Iteration 32Q: 3 clusters Score -8360564 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -8360649.500000 Penalty: 5314.373047
	Iteration 33Q: 3 clusters Score -8360650 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -8360773.000000 Penalty: 5314.373047
	Iteration 34Q: 3 clusters Score -8360773 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -8360854.000000 Penalty: 5314.373047
	Iteration 35Q: 3 clusters Score -8360854 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -8360965.000000 Penalty: 5314.373047
	Iteration 36Q: 3 clusters Score -8360965 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -8361008.000000 Penalty: 5314.373047
	Iteration 37Q: 3 clusters Score -8361008 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -8361083.000000 Penalty: 5314.373047
	Iteration 38Q: 3 clusters Score -8361083 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -8361159.500000 Penalty: 5314.373047
	Iteration 39Q: 3 clusters Score -8361160 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -8361240.500000 Penalty: 5314.373047
	Iteration 40F: 3 clusters Score -8361240 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -8361326.500000 Penalty: 5314.373047
	Iteration 41Q: 3 clusters Score -8361326 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -8361451.000000 Penalty: 5314.373047
	Iteration 42Q: 3 clusters Score -8361451 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -8361536.500000 Penalty: 5314.373047
	Iteration 43Q: 3 clusters Score -8361536 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -8361560.500000 Penalty: 5314.373047
	Iteration 44Q: 3 clusters Score -8361560 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -8361591.000000 Penalty: 5314.373047
	Iteration 45Q: 3 clusters Score -8361591 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -8361667.000000 Penalty: 5314.373047
	Iteration 46Q: 3 clusters Score -8361667 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -8361763.000000 Penalty: 5314.373047
	Iteration 47Q: 3 clusters Score -8361763 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -8361809.500000 Penalty: 5314.373047
	Iteration 48Q: 3 clusters Score -8361810 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -8361871.000000 Penalty: 5314.373047
	Iteration 49Q: 3 clusters Score -8361871 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -8361987.500000 Penalty: 5314.373047
	Iteration 50Q: 3 clusters Score -8361988 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -8362057.500000 Penalty: 5314.373047
	Iteration 51Q: 3 clusters Score -8362058 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -8362144.000000 Penalty: 5314.373047
	Iteration 52Q: 3 clusters Score -8362144 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -8362217.000000 Penalty: 5314.373047
	Iteration 53Q: 3 clusters Score -8362217 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -8362295.500000 Penalty: 5314.373047
	Iteration 54Q: 3 clusters Score -8362296 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -8362364.000000 Penalty: 5314.373047
	Iteration 55Q: 3 clusters Score -8362364 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -8362463.500000 Penalty: 5314.373047
	Iteration 56Q: 3 clusters Score -8362464 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -8362530.000000 Penalty: 5314.373047
	Iteration 57Q: 3 clusters Score -8362530 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -8362618.500000 Penalty: 5314.373047
	Iteration 58Q: 3 clusters Score -8362618 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -8362681.500000 Penalty: 5314.373047
	Iteration 59Q: 3 clusters Score -8362682 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -8362769.500000 Penalty: 5314.373047
	Iteration 60F: 3 clusters Score -8362770 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -8362879.000000 Penalty: 5314.373047
	Iteration 61Q: 3 clusters Score -8362879 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -8362929.500000 Penalty: 5314.373047
	Iteration 62Q: 3 clusters Score -8362930 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -8362979.000000 Penalty: 5314.373047
	Iteration 63Q: 3 clusters Score -8362979 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -8363059.500000 Penalty: 5314.373047
	Iteration 64Q: 3 clusters Score -8363060 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -8363102.500000 Penalty: 5314.373047
	Iteration 65Q: 3 clusters Score -8363102 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -8363160.500000 Penalty: 5314.373047
	Iteration 66Q: 3 clusters Score -8363160 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -8363196.500000 Penalty: 5314.373047
	Iteration 67Q: 3 clusters Score -8363196 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -8363193.000000 Penalty: 5314.373047
	Iteration 68Q: 3 clusters Score -8363193 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -8363252.500000 Penalty: 5314.373047
	Iteration 69Q: 3 clusters Score -8363252 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -8363299.000000 Penalty: 5314.373047
	Iteration 70Q: 3 clusters Score -8363299 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -8363330.500000 Penalty: 5314.373047
	Iteration 71Q: 3 clusters Score -8363330 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8363379.500000 Penalty: 5314.373047
	Iteration 72Q: 3 clusters Score -8363380 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -8363394.500000 Penalty: 5314.373047
	Iteration 73Q: 3 clusters Score -8363394 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -8363420.000000 Penalty: 5314.373047
	Iteration 74Q: 3 clusters Score -8363420 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -8363427.500000 Penalty: 5314.373047
	Iteration 75Q: 3 clusters Score -8363428 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8363439.000000 Penalty: 5314.373047
	Iteration 76Q: 3 clusters Score -8363439 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -8363464.500000 Penalty: 5314.373047
	Iteration 77Q: 3 clusters Score -8363464 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -8363466.000000 Penalty: 5314.373047
	Iteration 78Q: 3 clusters Score -8363466 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8363458.500000 Penalty: 5314.373047
	Iteration 79Q: 3 clusters Score -8363458 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -8363471.000000 Penalty: 5314.373047
	Iteration 80F: 3 clusters Score -8363471 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8363462 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8363458 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8363462 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8363462 nChanged 97
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Mstep: Class 1 contains 41715 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8363456 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8363458 nChanged 63
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Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8363450 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41930 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8363450 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8363446 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42082 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8363453 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42155 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8363484 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8363483 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8363496 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8363492 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8363508 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42506 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8363508 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8363505 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8363499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8363496 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8363498 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8363495 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8363500 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8363506 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8363498 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8363497 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8363494 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8363494 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8363488 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8363474 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8363461 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8363461 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8363458 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 2010 members 
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	Iteration 113Q: 3 clusters Score -8363465 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42995 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8363472 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42999 members 
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	Iteration 115Q: 3 clusters Score -8363470 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8363466 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8363456 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8363448 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8363448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8363449 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8363464 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8363466 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8363471 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8363472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8363478 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8363475 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8363480 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8363472 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8363458 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8363459 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8363444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8363444 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8363462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8363456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8363461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8363453.000000 Penalty: 5314.373047
	Iteration 136Q: 3 clusters Score -8363453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8363456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8363443.500000 Penalty: 5314.373047
	Iteration 138Q: 3 clusters Score -8363444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8363444 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8363449 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8363455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8363461 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8363461 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8363457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8363458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8363462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8363458 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8363462 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8363472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8363475.500000 Penalty: 5314.373047
	Iteration 150Q: 3 clusters Score -8363476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8363478.500000 Penalty: 5314.373047
	Iteration 151Q: 3 clusters Score -8363478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8363490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8363494 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8363486 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8363486 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8363480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8363481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8363475 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8363469 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8363461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8363472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8363470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8363466.500000 Penalty: 5314.373047
	Iteration 163Q: 3 clusters Score -8363466 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8363472 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43501 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8363463 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 166F: 3 clusters Score -8363463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (50165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -9325039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25166 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9292436 nChanged 23277
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9305344 nChanged 1916
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9305807 nChanged 1834
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -9306312.000000 Penalty: 5368.244141
	Iteration 3Q: 3 clusters Score -9306312 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -9306750.000000 Penalty: 5368.244141
	Iteration 4Q: 3 clusters Score -9306750 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -9307382.000000 Penalty: 5368.244141
	Iteration 5Q: 3 clusters Score -9307382 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -9308262.000000 Penalty: 5368.244141
	Iteration 6Q: 3 clusters Score -9308262 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -9309573.000000 Penalty: 5368.244141
	Iteration 7Q: 3 clusters Score -9309573 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -9311465.000000 Penalty: 5368.244141
	Iteration 8F: 3 clusters Score -9311465 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -9314134.000000 Penalty: 5368.244141
	Iteration 9F: 3 clusters Score -9314134 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -9316841.000000 Penalty: 5368.244141
	Iteration 10F: 3 clusters Score -9316841 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -9319355.000000 Penalty: 5368.244141
	Iteration 11F: 3 clusters Score -9319355 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -9321059.000000 Penalty: 5368.244141
	Iteration 12Q: 3 clusters Score -9321059 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9321803.000000 Penalty: 5368.244141
	Iteration 13Q: 3 clusters Score -9321803 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9322217.000000 Penalty: 5368.244141
	Iteration 14Q: 3 clusters Score -9322217 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9322434.000000 Penalty: 5368.244141
	Iteration 15Q: 3 clusters Score -9322434 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9322559.000000 Penalty: 5368.244141
	Iteration 16Q: 3 clusters Score -9322559 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9322660.000000 Penalty: 5368.244141
	Iteration 17Q: 3 clusters Score -9322660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9322698.000000 Penalty: 5368.244141
	Iteration 18Q: 3 clusters Score -9322698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9322761.000000 Penalty: 5368.244141
	Iteration 19Q: 3 clusters Score -9322761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9322785.000000 Penalty: 5368.244141
	Iteration 20F: 3 clusters Score -9322785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9322821.000000 Penalty: 5368.244141
	Iteration 21Q: 3 clusters Score -9322821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9322830.000000 Penalty: 5368.244141
	Iteration 22Q: 3 clusters Score -9322830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9322839.000000 Penalty: 5368.244141
	Iteration 23Q: 3 clusters Score -9322839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9322840.000000 Penalty: 5368.244141
	Iteration 24Q: 3 clusters Score -9322840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9322839.000000 Penalty: 5368.244141
	Iteration 25Q: 3 clusters Score -9322839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9322862.000000 Penalty: 5368.244141
	Iteration 26Q: 3 clusters Score -9322862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9322863.000000 Penalty: 5368.244141
	Iteration 27Q: 3 clusters Score -9322863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9322871.000000 Penalty: 5368.244141
	Iteration 28Q: 3 clusters Score -9322871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9322870.000000 Penalty: 5368.244141
	Iteration 29Q: 3 clusters Score -9322870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9322868.000000 Penalty: 5368.244141
	Iteration 30Q: 3 clusters Score -9322868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9322870.000000 Penalty: 5368.244141
	Iteration 31Q: 3 clusters Score -9322870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9322870.000000 Penalty: 5368.244141
	Iteration 32F: 3 clusters Score -9322870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Entering Unmasked Estep 
Score: -2027366.375000 Penalty: 2301.822754
	Iteration 0F: 2 clusters Score -2027366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2019256.750000 Penalty: 4603.645508
	Iteration 0F: 3 clusters Score -2019257 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2021703.875000 Penalty: 4603.645508
	Iteration 1F: 3 clusters Score -2021704 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2022061.125000 Penalty: 4603.645508
	Iteration 2F: 3 clusters Score -2022061 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2022396.250000 Penalty: 4603.645508
	Iteration 3F: 3 clusters Score -2022396 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2022724.500000 Penalty: 4603.645508
	Iteration 4F: 3 clusters Score -2022724 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2023092.500000 Penalty: 4603.645508
	Iteration 5F: 3 clusters Score -2023092 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2023438.750000 Penalty: 4603.645508
	Iteration 6Q: 3 clusters Score -2023439 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2023824.500000 Penalty: 4603.645508
	Iteration 7Q: 3 clusters Score -2023824 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2024201.000000 Penalty: 4603.645508
	Iteration 8Q: 3 clusters Score -2024201 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2024513.375000 Penalty: 4603.645508
	Iteration 9Q: 3 clusters Score -2024513 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2024771.625000 Penalty: 4603.645508
	Iteration 10Q: 3 clusters Score -2024772 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2024979.375000 Penalty: 4603.645508
	Iteration 11Q: 3 clusters Score -2024979 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2025103.875000 Penalty: 4603.645508
	Iteration 12Q: 3 clusters Score -2025104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2025168.750000 Penalty: 4603.645508
	Iteration 13Q: 3 clusters Score -2025169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2025209.000000 Penalty: 4603.645508
	Iteration 14Q: 3 clusters Score -2025209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2025225.875000 Penalty: 4603.645508
	Iteration 15Q: 3 clusters Score -2025226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2025244.875000 Penalty: 4603.645508
	Iteration 16Q: 3 clusters Score -2025245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2025256.000000 Penalty: 4603.645508
	Iteration 17Q: 3 clusters Score -2025256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2025268.250000 Penalty: 4603.645508
	Iteration 18Q: 3 clusters Score -2025268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2025278.125000 Penalty: 4603.645508
	Iteration 19Q: 3 clusters Score -2025278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2025282.500000 Penalty: 4603.645508
	Iteration 20F: 3 clusters Score -2025282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2025284.625000 Penalty: 4603.645508
	Iteration 21Q: 3 clusters Score -2025285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2025288.125000 Penalty: 4603.645508
	Iteration 22Q: 3 clusters Score -2025288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2025290.000000 Penalty: 4603.645508
	Iteration 23Q: 3 clusters Score -2025290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2025292.750000 Penalty: 4603.645508
	Iteration 24Q: 3 clusters Score -2025293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2025297.250000 Penalty: 4603.645508
	Iteration 25Q: 3 clusters Score -2025297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2025302.000000 Penalty: 4603.645508
	Iteration 26Q: 3 clusters Score -2025302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2025305.875000 Penalty: 4603.645508
	Iteration 27Q: 3 clusters Score -2025306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2025311.875000 Penalty: 4603.645508
	Iteration 28Q: 3 clusters Score -2025312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2025312.625000 Penalty: 4603.645508
	Iteration 29Q: 3 clusters Score -2025313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2025314.125000 Penalty: 4603.645508
	Iteration 30Q: 3 clusters Score -2025314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2025314.125000 Penalty: 4603.645508
	Iteration 31F: 3 clusters Score -2025314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (44987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Entering Unmasked Estep 
Score: -8362282.000000 Penalty: 2657.103760
	Iteration 0F: 2 clusters Score -8362282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -8332333.000000 Penalty: 5314.207520
	Iteration 0F: 3 clusters Score -8332333 nChanged 20533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -8343718.000000 Penalty: 5314.207520
	Iteration 1F: 3 clusters Score -8343718 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -8344206.500000 Penalty: 5314.207520
	Iteration 2Q: 3 clusters Score -8344206 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -8344618.000000 Penalty: 5314.207520
	Iteration 3Q: 3 clusters Score -8344618 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -8345087.000000 Penalty: 5314.207520
	Iteration 4Q: 3 clusters Score -8345087 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -8345534.000000 Penalty: 5314.207520
	Iteration 5Q: 3 clusters Score -8345534 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -8346040.500000 Penalty: 5314.207520
	Iteration 6Q: 3 clusters Score -8346040 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -8346675.500000 Penalty: 5314.207520
	Iteration 7Q: 3 clusters Score -8346676 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -8347575.500000 Penalty: 5314.207520
	Iteration 8Q: 3 clusters Score -8347576 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -8348942.000000 Penalty: 5314.207520
	Iteration 9F: 3 clusters Score -8348942 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -8350889.000000 Penalty: 5314.207520
	Iteration 10F: 3 clusters Score -8350889 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -8353160.500000 Penalty: 5314.207520
	Iteration 11F: 3 clusters Score -8353160 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -8355380.500000 Penalty: 5314.207520
	Iteration 12F: 3 clusters Score -8355380 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -8357278.000000 Penalty: 5314.207520
	Iteration 13Q: 3 clusters Score -8357278 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -8358624.500000 Penalty: 5314.207520
	Iteration 14Q: 3 clusters Score -8358624 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -8359442.000000 Penalty: 5314.207520
	Iteration 15Q: 3 clusters Score -8359442 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -8359973.000000 Penalty: 5314.207520
	Iteration 16Q: 3 clusters Score -8359973 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -8360314.500000 Penalty: 5314.207520
	Iteration 17Q: 3 clusters Score -8360314 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -8360526.000000 Penalty: 5314.207520
	Iteration 18Q: 3 clusters Score -8360526 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -8360607.000000 Penalty: 5314.207520
	Iteration 19Q: 3 clusters Score -8360607 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -8360634.000000 Penalty: 5314.207520
	Iteration 20F: 3 clusters Score -8360634 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -8360661.500000 Penalty: 5314.207520
	Iteration 21Q: 3 clusters Score -8360662 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -8360673.500000 Penalty: 5314.207520
	Iteration 22Q: 3 clusters Score -8360674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -8360709.000000 Penalty: 5314.207520
	Iteration 23Q: 3 clusters Score -8360709 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -8360701.000000 Penalty: 5314.207520
	Iteration 24Q: 3 clusters Score -8360701 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -8360710.500000 Penalty: 5314.207520
	Iteration 25Q: 3 clusters Score -8360710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -8360702.000000 Penalty: 5314.207520
	Iteration 26Q: 3 clusters Score -8360702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -8360728.500000 Penalty: 5314.207520
	Iteration 27Q: 3 clusters Score -8360728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -8360726.500000 Penalty: 5314.207520
	Iteration 28Q: 3 clusters Score -8360726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -8360722.000000 Penalty: 5314.207520
	Iteration 29Q: 3 clusters Score -8360722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -8360719.500000 Penalty: 5314.207520
	Iteration 30Q: 3 clusters Score -8360720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -8360722.500000 Penalty: 5314.207520
	Iteration 31Q: 3 clusters Score -8360722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -8360724.500000 Penalty: 5314.207520
	Iteration 32Q: 3 clusters Score -8360724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -8360748.000000 Penalty: 5314.207520
	Iteration 33Q: 3 clusters Score -8360748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -8360750.000000 Penalty: 5314.207520
	Iteration 34Q: 3 clusters Score -8360750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -8360732.500000 Penalty: 5314.207520
	Iteration 35Q: 3 clusters Score -8360732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -8360746.500000 Penalty: 5314.207520
	Iteration 36Q: 3 clusters Score -8360746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -8360737.000000 Penalty: 5314.207520
	Iteration 37Q: 3 clusters Score -8360737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -8360756.000000 Penalty: 5314.207520
	Iteration 38Q: 3 clusters Score -8360756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -8360750.500000 Penalty: 5314.207520
	Iteration 39Q: 3 clusters Score -8360750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -8360755.500000 Penalty: 5314.207520
	Iteration 40F: 3 clusters Score -8360756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -8360759.500000 Penalty: 5314.207520
	Iteration 41Q: 3 clusters Score -8360760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -8360755.500000 Penalty: 5314.207520
	Iteration 42Q: 3 clusters Score -8360756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -8360768.500000 Penalty: 5314.207520
	Iteration 43Q: 3 clusters Score -8360768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -8360762.000000 Penalty: 5314.207520
	Iteration 44Q: 3 clusters Score -8360762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -8360774.000000 Penalty: 5314.207520
	Iteration 45Q: 3 clusters Score -8360774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -8360778.000000 Penalty: 5314.207520
	Iteration 46Q: 3 clusters Score -8360778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -8360773.500000 Penalty: 5314.207520
	Iteration 47Q: 3 clusters Score -8360774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -8360772.000000 Penalty: 5314.207520
	Iteration 48Q: 3 clusters Score -8360772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -8360768.000000 Penalty: 5314.207520
	Iteration 49Q: 3 clusters Score -8360768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -8360766.500000 Penalty: 5314.207520
	Iteration 50Q: 3 clusters Score -8360766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -8360767.500000 Penalty: 5314.207520
	Iteration 51Q: 3 clusters Score -8360768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -8360760.500000 Penalty: 5314.207520
	Iteration 52Q: 3 clusters Score -8360760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -8360766.000000 Penalty: 5314.207520
	Iteration 53Q: 3 clusters Score -8360766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -8360766.000000 Penalty: 5314.207520
	Iteration 54F: 3 clusters Score -8360766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Entering Unmasked Estep 
Score: -1540387.250000 Penalty: 2238.044189
	Iteration 0F: 2 clusters Score -1540387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1533810.375000 Penalty: 4476.088379
	Iteration 0F: 3 clusters Score -1533810 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1535701.750000 Penalty: 4476.088379
	Iteration 1F: 3 clusters Score -1535702 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1536168.375000 Penalty: 4476.088379
	Iteration 2F: 3 clusters Score -1536168 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1536585.875000 Penalty: 4476.088379
	Iteration 3F: 3 clusters Score -1536586 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1537007.250000 Penalty: 4476.088379
	Iteration 4F: 3 clusters Score -1537007 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1537442.125000 Penalty: 4476.088379
	Iteration 5F: 3 clusters Score -1537442 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1537835.375000 Penalty: 4476.088379
	Iteration 6F: 3 clusters Score -1537835 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1538207.125000 Penalty: 4476.088379
	Iteration 7F: 3 clusters Score -1538207 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1538511.375000 Penalty: 4476.088379
	Iteration 8Q: 3 clusters Score -1538511 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1538723.250000 Penalty: 4476.088379
	Iteration 9Q: 3 clusters Score -1538723 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1538848.375000 Penalty: 4476.088379
	Iteration 10Q: 3 clusters Score -1538848 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1538937.000000 Penalty: 4476.088379
	Iteration 11Q: 3 clusters Score -1538937 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1538980.500000 Penalty: 4476.088379
	Iteration 12Q: 3 clusters Score -1538980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1539018.000000 Penalty: 4476.088379
	Iteration 13Q: 3 clusters Score -1539018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1539039.000000 Penalty: 4476.088379
	Iteration 14Q: 3 clusters Score -1539039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1539049.875000 Penalty: 4476.088379
	Iteration 15Q: 3 clusters Score -1539050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1539053.625000 Penalty: 4476.088379
	Iteration 16Q: 3 clusters Score -1539054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1539056.125000 Penalty: 4476.088379
	Iteration 17Q: 3 clusters Score -1539056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1539062.375000 Penalty: 4476.088379
	Iteration 18Q: 3 clusters Score -1539062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1539062.250000 Penalty: 4476.088379
	Iteration 19Q: 3 clusters Score -1539062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1539058.000000 Penalty: 4476.088379
	Iteration 20F: 3 clusters Score -1539058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1539056.875000 Penalty: 4476.088379
	Iteration 21Q: 3 clusters Score -1539057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1539061.875000 Penalty: 4476.088379
	Iteration 22Q: 3 clusters Score -1539062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1539061.875000 Penalty: 4476.088379
	Iteration 23F: 3 clusters Score -1539062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20170 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14166 members 
Mstep: Class 5 contains 222 members 
Mstep: Class 6 contains 53009 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 48292 members 
Mstep: Class 12 contains 27212 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52478 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 28600 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50724 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 33919 members 
Mstep: Class 21 contains 4728 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 45002 members 
Mstep: Class 24 contains 50165 members 
Mstep: Class 25 contains 10738 members 
Mstep: Class 26 contains 44987 members 
Mstep: Class 27 contains 8303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164048.000000 Penalty: 92417.976562
Iteration 119Q: 29 clusters Score -1.10164e+08 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20178 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14182 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 53029 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 49313 members 
Mstep: Class 10 contains 1999 members 
Mstep: Class 11 contains 48266 members 
Mstep: Class 12 contains 27216 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52456 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 28566 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50754 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 34409 members 
Mstep: Class 21 contains 4738 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44905 members 
Mstep: Class 24 contains 50064 members 
Mstep: Class 25 contains 10838 members 
Mstep: Class 26 contains 44994 members 
Mstep: Class 27 contains 8309 members 
Mstep: Class 28 contains 50823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110165016.000000 Penalty: 92417.976562
Iteration 120F: 29 clusters Score -1.10165e+08 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20140 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14172 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 53017 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 49116 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 48218 members 
Mstep: Class 12 contains 27220 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52274 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 28527 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50760 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 34931 members 
Mstep: Class 21 contains 4742 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44818 members 
Mstep: Class 24 contains 49977 members 
Mstep: Class 25 contains 10914 members 
Mstep: Class 26 contains 44978 members 
Mstep: Class 27 contains 8322 members 
Mstep: Class 28 contains 50885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110165536.000000 Penalty: 92417.976562
Iteration 121Q: 29 clusters Score -1.101655e+08 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20082 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14153 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 53005 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 49042 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 48155 members 
Mstep: Class 12 contains 27218 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52101 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 28504 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50746 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 35478 members 
Mstep: Class 21 contains 4740 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44739 members 
Mstep: Class 24 contains 49870 members 
Mstep: Class 25 contains 11011 members 
Mstep: Class 26 contains 44994 members 
Mstep: Class 27 contains 8337 members 
Mstep: Class 28 contains 50821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166096.000000 Penalty: 92417.976562
Iteration 122Q: 29 clusters Score -1.101661e+08 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20036 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14118 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 52949 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 48975 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 48021 members 
Mstep: Class 12 contains 27222 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51927 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 28472 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50748 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 36054 members 
Mstep: Class 21 contains 4746 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44648 members 
Mstep: Class 24 contains 49827 members 
Mstep: Class 25 contains 11107 members 
Mstep: Class 26 contains 44996 members 
Mstep: Class 27 contains 8357 members 
Mstep: Class 28 contains 50783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166536.000000 Penalty: 92417.976562
Iteration 123Q: 29 clusters Score -1.101665e+08 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19987 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14095 members 
Mstep: Class 5 contains 315 members 
Mstep: Class 6 contains 52896 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 48893 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 47884 members 
Mstep: Class 12 contains 27227 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51771 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 28451 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50713 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 36688 members 
Mstep: Class 21 contains 4751 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44596 members 
Mstep: Class 24 contains 49820 members 
Mstep: Class 25 contains 11180 members 
Mstep: Class 26 contains 44981 members 
Mstep: Class 27 contains 8384 members 
Mstep: Class 28 contains 50654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166704.000000 Penalty: 92417.976562
Iteration 124Q: 29 clusters Score -1.101667e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19965 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 52792 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 48931 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 47723 members 
Mstep: Class 12 contains 27223 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51655 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28419 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50675 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 37335 members 
Mstep: Class 21 contains 4758 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44539 members 
Mstep: Class 24 contains 49840 members 
Mstep: Class 25 contains 11222 members 
Mstep: Class 26 contains 44969 members 
Mstep: Class 27 contains 8403 members 
Mstep: Class 28 contains 50467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166776.000000 Penalty: 92417.976562
Iteration 125Q: 29 clusters Score -1.101668e+08 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19951 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14026 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 52676 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 49006 members 
Mstep: Class 10 contains 2076 members 
Mstep: Class 11 contains 47514 members 
Mstep: Class 12 contains 27230 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51508 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28384 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50676 members 
Mstep: Class 19 contains 1102 members 
Mstep: Class 20 contains 38061 members 
Mstep: Class 21 contains 4769 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44476 members 
Mstep: Class 24 contains 49899 members 
Mstep: Class 25 contains 11250 members 
Mstep: Class 26 contains 44986 members 
Mstep: Class 27 contains 8408 members 
Mstep: Class 28 contains 50141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166680.000000 Penalty: 92417.976562
Iteration 126Q: 29 clusters Score -1.101667e+08 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19900 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 52502 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 49111 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 47291 members 
Mstep: Class 12 contains 27222 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51421 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28370 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50701 members 
Mstep: Class 19 contains 1102 members 
Mstep: Class 20 contains 38842 members 
Mstep: Class 21 contains 4782 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44429 members 
Mstep: Class 24 contains 49953 members 
Mstep: Class 25 contains 11263 members 
Mstep: Class 26 contains 45000 members 
Mstep: Class 27 contains 8407 members 
Mstep: Class 28 contains 49751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167200.000000 Penalty: 92417.976562
Iteration 127Q: 29 clusters Score -1.101672e+08 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19889 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13971 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 52303 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 49274 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 11 contains 47072 members 
Mstep: Class 12 contains 27217 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51352 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28348 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50715 members 
Mstep: Class 19 contains 1102 members 
Mstep: Class 20 contains 39636 members 
Mstep: Class 21 contains 4790 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44393 members 
Mstep: Class 24 contains 49977 members 
Mstep: Class 25 contains 11287 members 
Mstep: Class 26 contains 44972 members 
Mstep: Class 27 contains 8413 members 
Mstep: Class 28 contains 49328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167056.000000 Penalty: 92417.976562
Iteration 128Q: 29 clusters Score -1.101671e+08 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19927 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13933 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 52059 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 49395 members 
Mstep: Class 10 contains 2115 members 
Mstep: Class 11 contains 46869 members 
Mstep: Class 12 contains 27208 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51256 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28340 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50721 members 
Mstep: Class 19 contains 1102 members 
Mstep: Class 20 contains 40503 members 
Mstep: Class 21 contains 4801 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44335 members 
Mstep: Class 24 contains 49986 members 
Mstep: Class 25 contains 11290 members 
Mstep: Class 26 contains 44930 members 
Mstep: Class 27 contains 8422 members 
Mstep: Class 28 contains 48948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167304.000000 Penalty: 92417.976562
Iteration 129Q: 29 clusters Score -1.101673e+08 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19996 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13897 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 51861 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 49481 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 46668 members 
Mstep: Class 12 contains 27203 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51140 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28327 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50712 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 41379 members 
Mstep: Class 21 contains 4812 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44279 members 
Mstep: Class 24 contains 49968 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 44938 members 
Mstep: Class 27 contains 8425 members 
Mstep: Class 28 contains 48546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167712.000000 Penalty: 92417.976562
Iteration 130Q: 29 clusters Score -1.101677e+08 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20107 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13875 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 51567 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 49544 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 46465 members 
Mstep: Class 12 contains 27202 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51039 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28354 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50669 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 42324 members 
Mstep: Class 21 contains 4826 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44188 members 
Mstep: Class 24 contains 49925 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 44898 members 
Mstep: Class 27 contains 8425 members 
Mstep: Class 28 contains 48205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167800.000000 Penalty: 92417.976562
Iteration 131Q: 29 clusters Score -1.101678e+08 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20255 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 51267 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 49614 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 46234 members 
Mstep: Class 12 contains 27215 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50877 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28369 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50656 members 
Mstep: Class 19 contains 1102 members 
Mstep: Class 20 contains 43325 members 
Mstep: Class 21 contains 4835 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 44096 members 
Mstep: Class 24 contains 49846 members 
Mstep: Class 25 contains 11341 members 
Mstep: Class 26 contains 44821 members 
Mstep: Class 27 contains 8433 members 
Mstep: Class 28 contains 47834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167992.000000 Penalty: 92417.976562
Iteration 132Q: 29 clusters Score -1.10168e+08 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20443 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 50912 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 49743 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 45961 members 
Mstep: Class 12 contains 27216 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50662 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28373 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50676 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 44474 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 43978 members 
Mstep: Class 24 contains 49758 members 
Mstep: Class 25 contains 11415 members 
Mstep: Class 26 contains 44735 members 
Mstep: Class 27 contains 8444 members 
Mstep: Class 28 contains 47400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168128.000000 Penalty: 92417.976562
Iteration 133Q: 29 clusters Score -1.101681e+08 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20658 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13792 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 50623 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 49754 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 45611 members 
Mstep: Class 12 contains 27228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50567 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28351 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50672 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 45536 members 
Mstep: Class 21 contains 4851 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 43818 members 
Mstep: Class 24 contains 49727 members 
Mstep: Class 25 contains 11462 members 
Mstep: Class 26 contains 44616 members 
Mstep: Class 27 contains 8443 members 
Mstep: Class 28 contains 47142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169128.000000 Penalty: 92417.976562
Iteration 134Q: 29 clusters Score -1.101691e+08 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20865 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13758 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 50385 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 49453 members 
Mstep: Class 10 contains 2198 members 
Mstep: Class 11 contains 45209 members 
Mstep: Class 12 contains 27234 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50548 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28296 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50644 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 46769 members 
Mstep: Class 21 contains 4856 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 43603 members 
Mstep: Class 24 contains 49693 members 
Mstep: Class 25 contains 11490 members 
Mstep: Class 26 contains 44485 members 
Mstep: Class 27 contains 8445 members 
Mstep: Class 28 contains 47111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170024.000000 Penalty: 92417.976562
Iteration 135Q: 29 clusters Score -1.1017e+08 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21086 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13704 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 50168 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 48801 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 44870 members 
Mstep: Class 12 contains 27247 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50592 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28233 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50626 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 48191 members 
Mstep: Class 21 contains 4861 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 43299 members 
Mstep: Class 24 contains 49654 members 
Mstep: Class 25 contains 11547 members 
Mstep: Class 26 contains 44331 members 
Mstep: Class 27 contains 8454 members 
Mstep: Class 28 contains 47162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171240.000000 Penalty: 92417.976562
Iteration 136Q: 29 clusters Score -1.101712e+08 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21339 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13648 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 50080 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 48163 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 44519 members 
Mstep: Class 12 contains 27245 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50612 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28139 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50600 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 49643 members 
Mstep: Class 21 contains 4865 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 42946 members 
Mstep: Class 24 contains 49634 members 
Mstep: Class 25 contains 11626 members 
Mstep: Class 26 contains 44164 members 
Mstep: Class 27 contains 8464 members 
Mstep: Class 28 contains 47119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172144.000000 Penalty: 92417.976562
Iteration 137Q: 29 clusters Score -1.101721e+08 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21540 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13594 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 50011 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47442 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 44246 members 
Mstep: Class 12 contains 27240 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50506 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28084 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50526 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 51153 members 
Mstep: Class 21 contains 4873 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 42589 members 
Mstep: Class 24 contains 49551 members 
Mstep: Class 25 contains 11737 members 
Mstep: Class 26 contains 44014 members 
Mstep: Class 27 contains 8474 members 
Mstep: Class 28 contains 47213 members 
Entering Unmasked Estep 
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Score: -110173264.000000 Penalty: 92417.976562
Iteration 138Q: 29 clusters Score -1.101733e+08 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21760 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13545 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 49965 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47239 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 43996 members 
Mstep: Class 12 contains 27231 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50442 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 28002 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50491 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 52083 members 
Mstep: Class 21 contains 4878 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 42240 members 
Mstep: Class 24 contains 49502 members 
Mstep: Class 25 contains 11851 members 
Mstep: Class 26 contains 43879 members 
Mstep: Class 27 contains 8476 members 
Mstep: Class 28 contains 47203 members 
Entering Unmasked Estep 
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Score: -110174016.000000 Penalty: 92417.976562
Iteration 139Q: 29 clusters Score -1.10174e+08 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 21989 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13476 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 50009 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47181 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 43773 members 
Mstep: Class 12 contains 27230 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50529 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 27894 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50436 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 52426 members 
Mstep: Class 21 contains 4881 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 41855 members 
Mstep: Class 24 contains 49477 members 
Mstep: Class 25 contains 11956 members 
Mstep: Class 26 contains 43766 members 
Mstep: Class 27 contains 8486 members 
Mstep: Class 28 contains 47409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174696.000000 Penalty: 92417.976562
Iteration 140F: 29 clusters Score -1.101747e+08 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 22163 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13415 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 50061 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47136 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 43547 members 
Mstep: Class 12 contains 27220 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50603 members 
Mstep: Class 15 contains 606 members 
Mstep: Class 16 contains 27771 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50370 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 52746 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 41434 members 
Mstep: Class 24 contains 49423 members 
Mstep: Class 25 contains 12071 members 
Mstep: Class 26 contains 43688 members 
Mstep: Class 27 contains 8495 members 
Mstep: Class 28 contains 47724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175144.000000 Penalty: 92417.976562
Iteration 141Q: 29 clusters Score -1.101751e+08 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 22319 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 50155 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47197 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 43352 members 
Mstep: Class 12 contains 27218 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50727 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 27650 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50285 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 52765 members 
Mstep: Class 21 contains 4887 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 41003 members 
Mstep: Class 24 contains 49392 members 
Mstep: Class 25 contains 12205 members 
Mstep: Class 26 contains 43608 members 
Mstep: Class 27 contains 8492 members 
Mstep: Class 28 contains 48119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175576.000000 Penalty: 92417.976562
Iteration 142Q: 29 clusters Score -1.101756e+08 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 22515 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13329 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 50248 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47301 members 
Mstep: Class 10 contains 2274 members 
Mstep: Class 11 contains 43140 members 
Mstep: Class 12 contains 27214 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 50883 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 27541 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50180 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 52661 members 
Mstep: Class 21 contains 4894 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 40568 members 
Mstep: Class 24 contains 49333 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 43552 members 
Mstep: Class 27 contains 8497 members 
Mstep: Class 28 contains 48541 members 
Entering Unmasked Estep 
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Score: -110175608.000000 Penalty: 92417.976562
Iteration 143Q: 29 clusters Score -1.101756e+08 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22695 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13293 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 50304 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47407 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 42934 members 
Mstep: Class 12 contains 27204 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51053 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 27452 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50081 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 52473 members 
Mstep: Class 21 contains 4903 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 40171 members 
Mstep: Class 24 contains 49264 members 
Mstep: Class 25 contains 12493 members 
Mstep: Class 26 contains 43485 members 
Mstep: Class 27 contains 8505 members 
Mstep: Class 28 contains 49029 members 
Entering Unmasked Estep 
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Iteration 144Q: 29 clusters Score -1.101763e+08 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22917 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13274 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 50438 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47505 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 42690 members 
Mstep: Class 12 contains 27186 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51238 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 27354 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50011 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 52262 members 
Mstep: Class 21 contains 4902 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 39799 members 
Mstep: Class 24 contains 49160 members 
Mstep: Class 25 contains 12619 members 
Mstep: Class 26 contains 43430 members 
Mstep: Class 27 contains 8513 members 
Mstep: Class 28 contains 49442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176032.000000 Penalty: 92417.976562
Iteration 145Q: 29 clusters Score -1.10176e+08 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23136 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13255 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 50589 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47587 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 42462 members 
Mstep: Class 12 contains 27176 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51393 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 27263 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49943 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 52127 members 
Mstep: Class 21 contains 4901 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 39429 members 
Mstep: Class 24 contains 49062 members 
Mstep: Class 25 contains 12742 members 
Mstep: Class 26 contains 43380 members 
Mstep: Class 27 contains 8525 members 
Mstep: Class 28 contains 49764 members 
Entering Unmasked Estep 
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Score: -110176200.000000 Penalty: 92417.976562
Iteration 146Q: 29 clusters Score -1.101762e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23344 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13245 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 50740 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47657 members 
Mstep: Class 10 contains 2292 members 
Mstep: Class 11 contains 42224 members 
Mstep: Class 12 contains 27177 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51539 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 27191 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49914 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 51992 members 
Mstep: Class 21 contains 4902 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 39111 members 
Mstep: Class 24 contains 49010 members 
Mstep: Class 25 contains 12860 members 
Mstep: Class 26 contains 43326 members 
Mstep: Class 27 contains 8528 members 
Mstep: Class 28 contains 49972 members 
Entering Unmasked Estep 
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Score: -110176120.000000 Penalty: 92417.976562
Iteration 147Q: 29 clusters Score -1.101761e+08 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 23561 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13228 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 50862 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47751 members 
Mstep: Class 10 contains 2306 members 
Mstep: Class 11 contains 41972 members 
Mstep: Class 12 contains 27177 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51660 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 27112 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49895 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 51827 members 
Mstep: Class 21 contains 4905 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 38807 members 
Mstep: Class 24 contains 48951 members 
Mstep: Class 25 contains 12974 members 
Mstep: Class 26 contains 43341 members 
Mstep: Class 27 contains 8536 members 
Mstep: Class 28 contains 50159 members 
Entering Unmasked Estep 
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Score: -110175792.000000 Penalty: 92417.976562
Iteration 148Q: 29 clusters Score -1.101758e+08 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 23851 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13212 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 50969 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47782 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 41761 members 
Mstep: Class 12 contains 27176 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51811 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 27032 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49875 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 51665 members 
Mstep: Class 21 contains 4905 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 38486 members 
Mstep: Class 24 contains 48832 members 
Mstep: Class 25 contains 13106 members 
Mstep: Class 26 contains 43320 members 
Mstep: Class 27 contains 8552 members 
Mstep: Class 28 contains 50374 members 
Entering Unmasked Estep 
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Score: -110175896.000000 Penalty: 92417.976562
Iteration 149Q: 29 clusters Score -1.101759e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24135 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13199 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 51158 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47742 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 41569 members 
Mstep: Class 12 contains 27169 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51916 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 26922 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49888 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 51470 members 
Mstep: Class 21 contains 4910 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 38214 members 
Mstep: Class 24 contains 48674 members 
Mstep: Class 25 contains 13251 members 
Mstep: Class 26 contains 43320 members 
Mstep: Class 27 contains 8559 members 
Mstep: Class 28 contains 50605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176120.000000 Penalty: 92417.976562
Iteration 150Q: 29 clusters Score -1.101761e+08 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 24477 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 51309 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47694 members 
Mstep: Class 10 contains 2331 members 
Mstep: Class 11 contains 41380 members 
Mstep: Class 12 contains 27158 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52004 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 26824 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49897 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 51293 members 
Mstep: Class 21 contains 4914 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 37877 members 
Mstep: Class 24 contains 48527 members 
Mstep: Class 25 contains 13416 members 
Mstep: Class 26 contains 43325 members 
Mstep: Class 27 contains 8561 members 
Mstep: Class 28 contains 50837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176304.000000 Penalty: 92417.976562
Iteration 151Q: 29 clusters Score -1.101763e+08 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 24847 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13192 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 51486 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47616 members 
Mstep: Class 10 contains 2340 members 
Mstep: Class 11 contains 41218 members 
Mstep: Class 12 contains 27148 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51989 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 26735 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49895 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 51100 members 
Mstep: Class 21 contains 4924 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 37607 members 
Mstep: Class 24 contains 48447 members 
Mstep: Class 25 contains 13548 members 
Mstep: Class 26 contains 43328 members 
Mstep: Class 27 contains 8579 members 
Mstep: Class 28 contains 51027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176312.000000 Penalty: 92417.976562
Iteration 152Q: 29 clusters Score -1.101763e+08 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 25210 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13172 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 51681 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47622 members 
Mstep: Class 10 contains 2348 members 
Mstep: Class 11 contains 41043 members 
Mstep: Class 12 contains 27148 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51941 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 26612 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49932 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 50922 members 
Mstep: Class 21 contains 4928 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 37309 members 
Mstep: Class 24 contains 48419 members 
Mstep: Class 25 contains 13678 members 
Mstep: Class 26 contains 43319 members 
Mstep: Class 27 contains 8594 members 
Mstep: Class 28 contains 51147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176304.000000 Penalty: 92417.976562
Iteration 153Q: 29 clusters Score -1.101763e+08 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 25552 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13176 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 51889 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 2355 members 
Mstep: Class 11 contains 40902 members 
Mstep: Class 12 contains 27133 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51924 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 26492 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49964 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 50752 members 
Mstep: Class 21 contains 4927 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 36997 members 
Mstep: Class 24 contains 48411 members 
Mstep: Class 25 contains 13776 members 
Mstep: Class 26 contains 43361 members 
Mstep: Class 27 contains 8619 members 
Mstep: Class 28 contains 51238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176408.000000 Penalty: 92417.976562
Iteration 154Q: 29 clusters Score -1.101764e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25959 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13166 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 52096 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47427 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 40812 members 
Mstep: Class 12 contains 27134 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51971 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 26388 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49970 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 50563 members 
Mstep: Class 21 contains 4932 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 36684 members 
Mstep: Class 24 contains 48420 members 
Mstep: Class 25 contains 13824 members 
Mstep: Class 26 contains 43426 members 
Mstep: Class 27 contains 8642 members 
Mstep: Class 28 contains 51252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176696.000000 Penalty: 92417.976562
Iteration 155Q: 29 clusters Score -1.101767e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26382 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 52317 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47261 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 11 contains 40771 members 
Mstep: Class 12 contains 27134 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51973 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 26280 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49964 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 50333 members 
Mstep: Class 21 contains 4942 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 36415 members 
Mstep: Class 24 contains 48477 members 
Mstep: Class 25 contains 13871 members 
Mstep: Class 26 contains 43494 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 51228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177264.000000 Penalty: 92417.976562
Iteration 156Q: 29 clusters Score -1.101773e+08 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26810 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13127 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 52536 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 47067 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 40704 members 
Mstep: Class 12 contains 27127 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52003 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 26176 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49961 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 50147 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 36164 members 
Mstep: Class 24 contains 48510 members 
Mstep: Class 25 contains 13926 members 
Mstep: Class 26 contains 43552 members 
Mstep: Class 27 contains 8689 members 
Mstep: Class 28 contains 51211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177624.000000 Penalty: 92417.976562
Iteration 157Q: 29 clusters Score -1.101776e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 27193 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13110 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 52779 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 46802 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 40704 members 
Mstep: Class 12 contains 27135 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52021 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 26089 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49927 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 49946 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 35914 members 
Mstep: Class 24 contains 48565 members 
Mstep: Class 25 contains 13972 members 
Mstep: Class 26 contains 43653 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 51182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178064.000000 Penalty: 92417.976562
Iteration 158Q: 29 clusters Score -1.101781e+08 nChanged 3116
Entering ConstructFrom: 
Score: -110178064.000000 Penalty: 92417.976562
Entering ConstructFrom: 
Trying to split cluster 1 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -104987.445312 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -104987.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103397.539062 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -103397.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103742.148438 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -103742.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -103855.234375 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -103855.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -103929.046875 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -103929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104019.882812 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -104019.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -104075.375000 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -104075.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -104111.281250 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -104111.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -104135.773438 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -104135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -104147.617188 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -104147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -104159.687500 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -104159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -104164.937500 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -104164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -104168.125000 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -104168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -104169.210938 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -104169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -104170.921875 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -104170.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -104170.921875 Penalty: 3179.446777
	Iteration 14F: 3 clusters Score -104170.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Entering Unmasked Estep 
Score: -5156699.000000 Penalty: 2535.797852
	Iteration 0F: 2 clusters Score -5156699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -5137862.500000 Penalty: 5071.595703
	Iteration 0F: 3 clusters Score -5137862 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -5144516.000000 Penalty: 5071.595703
	Iteration 1F: 3 clusters Score -5144516 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -5144885.500000 Penalty: 5071.595703
	Iteration 2Q: 3 clusters Score -5144886 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -5145157.000000 Penalty: 5071.595703
	Iteration 3Q: 3 clusters Score -5145157 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -5145384.500000 Penalty: 5071.595703
	Iteration 4Q: 3 clusters Score -5145384 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -5145583.000000 Penalty: 5071.595703
	Iteration 5Q: 3 clusters Score -5145583 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -5145732.500000 Penalty: 5071.595703
	Iteration 6Q: 3 clusters Score -5145732 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -5145852.000000 Penalty: 5071.595703
	Iteration 7Q: 3 clusters Score -5145852 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -5146037.500000 Penalty: 5071.595703
	Iteration 8Q: 3 clusters Score -5146038 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -5146227.500000 Penalty: 5071.595703
	Iteration 9Q: 3 clusters Score -5146228 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -5146491.500000 Penalty: 5071.595703
	Iteration 10Q: 3 clusters Score -5146492 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -5146831.500000 Penalty: 5071.595703
	Iteration 11Q: 3 clusters Score -5146832 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -5147349.500000 Penalty: 5071.595703
	Iteration 12Q: 3 clusters Score -5147350 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -5148208.000000 Penalty: 5071.595703
	Iteration 13F: 3 clusters Score -5148208 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5149397.000000 Penalty: 5071.595703
	Iteration 14F: 3 clusters Score -5149397 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5150777.500000 Penalty: 5071.595703
	Iteration 15F: 3 clusters Score -5150778 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -5152077.000000 Penalty: 5071.595703
	Iteration 16F: 3 clusters Score -5152077 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -5153116.000000 Penalty: 5071.595703
	Iteration 17Q: 3 clusters Score -5153116 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -5153715.000000 Penalty: 5071.595703
	Iteration 18Q: 3 clusters Score -5153715 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -5154046.500000 Penalty: 5071.595703
	Iteration 19Q: 3 clusters Score -5154046 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -5154222.000000 Penalty: 5071.595703
	Iteration 20F: 3 clusters Score -5154222 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5154338.500000 Penalty: 5071.595703
	Iteration 21Q: 3 clusters Score -5154338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -5154383.500000 Penalty: 5071.595703
	Iteration 22Q: 3 clusters Score -5154384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -5154417.500000 Penalty: 5071.595703
	Iteration 23Q: 3 clusters Score -5154418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -5154443.000000 Penalty: 5071.595703
	Iteration 24Q: 3 clusters Score -5154443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -5154454.000000 Penalty: 5071.595703
	Iteration 25Q: 3 clusters Score -5154454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -5154468.500000 Penalty: 5071.595703
	Iteration 26Q: 3 clusters Score -5154468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5154476.500000 Penalty: 5071.595703
	Iteration 27Q: 3 clusters Score -5154476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -5154487.500000 Penalty: 5071.595703
	Iteration 28Q: 3 clusters Score -5154488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -5154496.000000 Penalty: 5071.595703
	Iteration 29Q: 3 clusters Score -5154496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -5154504.000000 Penalty: 5071.595703
	Iteration 30Q: 3 clusters Score -5154504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -5154509.500000 Penalty: 5071.595703
	Iteration 31Q: 3 clusters Score -5154510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -5154512.500000 Penalty: 5071.595703
	Iteration 32Q: 3 clusters Score -5154512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -5154513.000000 Penalty: 5071.595703
	Iteration 33Q: 3 clusters Score -5154513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -5154513.500000 Penalty: 5071.595703
	Iteration 34Q: 3 clusters Score -5154514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -5154517.500000 Penalty: 5071.595703
	Iteration 35Q: 3 clusters Score -5154518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -5154518.000000 Penalty: 5071.595703
	Iteration 36Q: 3 clusters Score -5154518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -5154516.500000 Penalty: 5071.595703
	Iteration 37Q: 3 clusters Score -5154516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -5154517.500000 Penalty: 5071.595703
	Iteration 38Q: 3 clusters Score -5154518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -5154517.000000 Penalty: 5071.595703
	Iteration 39Q: 3 clusters Score -5154517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -5154521.000000 Penalty: 5071.595703
	Iteration 40F: 3 clusters Score -5154521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -91802.023438 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -91802.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90192.929688 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -90192.93 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90563.421875 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -90563.42 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -90751.789062 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -90751.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90966.265625 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -90966.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -91338.148438 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -91338.15 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -91749.921875 Penalty: 3306.810547
	Iteration 5F: 3 clusters Score -91749.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92045.695312 Penalty: 3306.810547
	Iteration 6F: 3 clusters Score -92045.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92185.890625 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -92185.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -92277.734375 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -92277.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92322.070312 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -92322.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92346.804688 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -92346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92356.476562 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -92356.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92364.648438 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -92364.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92366.648438 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -92366.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92367.546875 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -92367.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92367.546875 Penalty: 3306.810547
	Iteration 15F: 3 clusters Score -92367.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27584 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 13114 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 53090 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 46537 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 40747 members 
Mstep: Class 12 contains 27131 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52070 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25999 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49920 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 49587 members 
Mstep: Class 21 contains 4954 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 35649 members 
Mstep: Class 24 contains 48608 members 
Mstep: Class 25 contains 14007 members 
Mstep: Class 26 contains 43778 members 
Mstep: Class 27 contains 8713 members 
Mstep: Class 28 contains 51148 members 
Mstep: Class 29 contains 448 members 
Entering Unmasked Estep 
Score: -110177376.000000 Penalty: 95718.617188
Splitting cluster 3 changes total score from -110178064.000000 to -110177376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (13114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Entering Unmasked Estep 
Score: -2418622.000000 Penalty: 2351.395996
	Iteration 0F: 2 clusters Score -2418622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2408901.750000 Penalty: 4702.791992
	Iteration 0F: 3 clusters Score -2408902 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2411873.000000 Penalty: 4702.791992
	Iteration 1F: 3 clusters Score -2411873 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2412149.500000 Penalty: 4702.791992
	Iteration 2F: 3 clusters Score -2412150 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2412363.750000 Penalty: 4702.791992
	Iteration 3Q: 3 clusters Score -2412364 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2412530.750000 Penalty: 4702.791992
	Iteration 4Q: 3 clusters Score -2412531 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2412689.750000 Penalty: 4702.791992
	Iteration 5Q: 3 clusters Score -2412690 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2412849.500000 Penalty: 4702.791992
	Iteration 6Q: 3 clusters Score -2412850 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2413036.000000 Penalty: 4702.791992
	Iteration 7Q: 3 clusters Score -2413036 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2413262.000000 Penalty: 4702.791992
	Iteration 8Q: 3 clusters Score -2413262 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2413559.750000 Penalty: 4702.791992
	Iteration 9Q: 3 clusters Score -2413560 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2413885.000000 Penalty: 4702.791992
	Iteration 10Q: 3 clusters Score -2413885 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2414227.000000 Penalty: 4702.791992
	Iteration 11Q: 3 clusters Score -2414227 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2414623.250000 Penalty: 4702.791992
	Iteration 12Q: 3 clusters Score -2414623 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2415045.000000 Penalty: 4702.791992
	Iteration 13Q: 3 clusters Score -2415045 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2415452.750000 Penalty: 4702.791992
	Iteration 14Q: 3 clusters Score -2415453 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2415814.750000 Penalty: 4702.791992
	Iteration 15Q: 3 clusters Score -2415815 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2416090.250000 Penalty: 4702.791992
	Iteration 16Q: 3 clusters Score -2416090 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2416286.750000 Penalty: 4702.791992
	Iteration 17Q: 3 clusters Score -2416287 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2416400.000000 Penalty: 4702.791992
	Iteration 18Q: 3 clusters Score -2416400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2416467.750000 Penalty: 4702.791992
	Iteration 19Q: 3 clusters Score -2416468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2416508.500000 Penalty: 4702.791992
	Iteration 20F: 3 clusters Score -2416508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2416534.250000 Penalty: 4702.791992
	Iteration 21Q: 3 clusters Score -2416534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2416544.250000 Penalty: 4702.791992
	Iteration 22Q: 3 clusters Score -2416544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2416554.500000 Penalty: 4702.791992
	Iteration 23Q: 3 clusters Score -2416554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2416561.000000 Penalty: 4702.791992
	Iteration 24Q: 3 clusters Score -2416561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2416569.500000 Penalty: 4702.791992
	Iteration 25Q: 3 clusters Score -2416570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2416573.750000 Penalty: 4702.791992
	Iteration 26Q: 3 clusters Score -2416574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2416580.500000 Penalty: 4702.791992
	Iteration 27Q: 3 clusters Score -2416580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2416581.500000 Penalty: 4702.791992
	Iteration 28Q: 3 clusters Score -2416582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2416593.750000 Penalty: 4702.791992
	Iteration 29Q: 3 clusters Score -2416594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2416601.750000 Penalty: 4702.791992
	Iteration 30Q: 3 clusters Score -2416602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2416610.000000 Penalty: 4702.791992
	Iteration 31Q: 3 clusters Score -2416610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2416619.000000 Penalty: 4702.791992
	Iteration 32Q: 3 clusters Score -2416619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2416627.500000 Penalty: 4702.791992
	Iteration 33Q: 3 clusters Score -2416628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2416633.250000 Penalty: 4702.791992
	Iteration 34Q: 3 clusters Score -2416633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2416642.250000 Penalty: 4702.791992
	Iteration 35Q: 3 clusters Score -2416642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2416651.000000 Penalty: 4702.791992
	Iteration 36Q: 3 clusters Score -2416651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2416653.750000 Penalty: 4702.791992
	Iteration 37Q: 3 clusters Score -2416654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2416656.500000 Penalty: 4702.791992
	Iteration 38Q: 3 clusters Score -2416656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2416654.750000 Penalty: 4702.791992
	Iteration 39Q: 3 clusters Score -2416655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2416656.250000 Penalty: 4702.791992
	Iteration 40F: 3 clusters Score -2416656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2416658.000000 Penalty: 4702.791992
	Iteration 41Q: 3 clusters Score -2416658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2416658.000000 Penalty: 4702.791992
	Iteration 42F: 3 clusters Score -2416658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -69592.687500 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -69592.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -68361.750000 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -68361.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -68528.109375 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -68528.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68571.695312 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -68571.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -68572.382812 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -68572.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -68572.382812 Penalty: 2867.248779
	Iteration 4F: 3 clusters Score -68572.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Entering Unmasked Estep 
Score: -9918584.000000 Penalty: 2698.176514
	Iteration 0F: 2 clusters Score -9918584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -9886014.000000 Penalty: 5396.353027
	Iteration 0F: 3 clusters Score -9886014 nChanged 24438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -9899563.000000 Penalty: 5396.353027
	Iteration 1F: 3 clusters Score -9899563 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -9900169.000000 Penalty: 5396.353027
	Iteration 2Q: 3 clusters Score -9900169 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -9900730.000000 Penalty: 5396.353027
	Iteration 3Q: 3 clusters Score -9900730 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -9901409.000000 Penalty: 5396.353027
	Iteration 4Q: 3 clusters Score -9901409 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -9902139.000000 Penalty: 5396.353027
	Iteration 5Q: 3 clusters Score -9902139 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -9903283.000000 Penalty: 5396.353027
	Iteration 6Q: 3 clusters Score -9903283 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -9904837.000000 Penalty: 5396.353027
	Iteration 7F: 3 clusters Score -9904837 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -9907086.000000 Penalty: 5396.353027
	Iteration 8F: 3 clusters Score -9907086 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -9909567.000000 Penalty: 5396.353027
	Iteration 9F: 3 clusters Score -9909567 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -9912016.000000 Penalty: 5396.353027
	Iteration 10F: 3 clusters Score -9912016 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -9913821.000000 Penalty: 5396.353027
	Iteration 11Q: 3 clusters Score -9913821 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -9914997.000000 Penalty: 5396.353027
	Iteration 12Q: 3 clusters Score -9914997 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -9915561.000000 Penalty: 5396.353027
	Iteration 13Q: 3 clusters Score -9915561 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -9915789.000000 Penalty: 5396.353027
	Iteration 14Q: 3 clusters Score -9915789 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -9915987.000000 Penalty: 5396.353027
	Iteration 15Q: 3 clusters Score -9915987 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -9916085.000000 Penalty: 5396.353027
	Iteration 16Q: 3 clusters Score -9916085 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -9916230.000000 Penalty: 5396.353027
	Iteration 17Q: 3 clusters Score -9916230 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -9916300.000000 Penalty: 5396.353027
	Iteration 18Q: 3 clusters Score -9916300 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -9916341.000000 Penalty: 5396.353027
	Iteration 19Q: 3 clusters Score -9916341 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -9916385.000000 Penalty: 5396.353027
	Iteration 20F: 3 clusters Score -9916385 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -9916419.000000 Penalty: 5396.353027
	Iteration 21Q: 3 clusters Score -9916419 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -9916469.000000 Penalty: 5396.353027
	Iteration 22Q: 3 clusters Score -9916469 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -9916480.000000 Penalty: 5396.353027
	Iteration 23Q: 3 clusters Score -9916480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -9916497.000000 Penalty: 5396.353027
	Iteration 24Q: 3 clusters Score -9916497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -9916498.000000 Penalty: 5396.353027
	Iteration 25Q: 3 clusters Score -9916498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -9916502.000000 Penalty: 5396.353027
	Iteration 26Q: 3 clusters Score -9916502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -9916478.000000 Penalty: 5396.353027
	Iteration 27Q: 3 clusters Score -9916478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -9916486.000000 Penalty: 5396.353027
	Iteration 28Q: 3 clusters Score -9916486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -9916508.000000 Penalty: 5396.353027
	Iteration 29Q: 3 clusters Score -9916508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -9916509.000000 Penalty: 5396.353027
	Iteration 30Q: 3 clusters Score -9916509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -9916497.000000 Penalty: 5396.353027
	Iteration 31Q: 3 clusters Score -9916497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -9916494.000000 Penalty: 5396.353027
	Iteration 32Q: 3 clusters Score -9916494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -9916503.000000 Penalty: 5396.353027
	Iteration 33Q: 3 clusters Score -9916503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -9916512.000000 Penalty: 5396.353027
	Iteration 34Q: 3 clusters Score -9916512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -9916507.000000 Penalty: 5396.353027
	Iteration 35Q: 3 clusters Score -9916507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -9916512.000000 Penalty: 5396.353027
	Iteration 36Q: 3 clusters Score -9916512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -9916519.000000 Penalty: 5396.353027
	Iteration 37Q: 3 clusters Score -9916519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -9916515.000000 Penalty: 5396.353027
	Iteration 38Q: 3 clusters Score -9916515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -9916514.000000 Penalty: 5396.353027
	Iteration 39Q: 3 clusters Score -9916514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -9916507.000000 Penalty: 5396.353027
	Iteration 40F: 3 clusters Score -9916507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -9916511.000000 Penalty: 5396.353027
	Iteration 41Q: 3 clusters Score -9916511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -9916512.000000 Penalty: 5396.353027
	Iteration 42Q: 3 clusters Score -9916512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -9916510.000000 Penalty: 5396.353027
	Iteration 43Q: 3 clusters Score -9916510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -9916520.000000 Penalty: 5396.353027
	Iteration 44Q: 3 clusters Score -9916520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -9916512.000000 Penalty: 5396.353027
	Iteration 45Q: 3 clusters Score -9916512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -9916510.000000 Penalty: 5396.353027
	Iteration 46Q: 3 clusters Score -9916510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -9916513.000000 Penalty: 5396.353027
	Iteration 47Q: 3 clusters Score -9916513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -9916521.000000 Penalty: 5396.353027
	Iteration 48Q: 3 clusters Score -9916521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -9916520.000000 Penalty: 5396.353027
	Iteration 49Q: 3 clusters Score -9916520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -9916520.000000 Penalty: 5396.353027
	Iteration 50Q: 3 clusters Score -9916520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -9916531.000000 Penalty: 5396.353027
	Iteration 51Q: 3 clusters Score -9916531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -9916527.000000 Penalty: 5396.353027
	Iteration 52Q: 3 clusters Score -9916527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -9916526.000000 Penalty: 5396.353027
	Iteration 53Q: 3 clusters Score -9916526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -9916529.000000 Penalty: 5396.353027
	Iteration 54Q: 3 clusters Score -9916529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -9916529.000000 Penalty: 5396.353027
	Iteration 55F: 3 clusters Score -9916529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -374544.312500 Penalty: 1908.547974
	Iteration 0F: 2 clusters Score -374544.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -371867.031250 Penalty: 3817.095947
	Iteration 0F: 3 clusters Score -371867 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -372505.906250 Penalty: 3817.095947
	Iteration 1F: 3 clusters Score -372505.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -372665.218750 Penalty: 3817.095947
	Iteration 2F: 3 clusters Score -372665.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -372753.468750 Penalty: 3817.095947
	Iteration 3Q: 3 clusters Score -372753.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -372826.593750 Penalty: 3817.095947
	Iteration 4Q: 3 clusters Score -372826.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -372865.781250 Penalty: 3817.095947
	Iteration 5Q: 3 clusters Score -372865.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -372889.812500 Penalty: 3817.095947
	Iteration 6Q: 3 clusters Score -372889.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -372904.468750 Penalty: 3817.095947
	Iteration 7Q: 3 clusters Score -372904.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -372910.781250 Penalty: 3817.095947
	Iteration 8Q: 3 clusters Score -372910.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -372917.968750 Penalty: 3817.095947
	Iteration 9Q: 3 clusters Score -372918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -372922.718750 Penalty: 3817.095947
	Iteration 10Q: 3 clusters Score -372922.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -372928.281250 Penalty: 3817.095947
	Iteration 11Q: 3 clusters Score -372928.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -372930.000000 Penalty: 3817.095947
	Iteration 12Q: 3 clusters Score -372930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -372931.343750 Penalty: 3817.095947
	Iteration 13Q: 3 clusters Score -372931.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -372933.062500 Penalty: 3817.095947
	Iteration 14Q: 3 clusters Score -372933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -372933.937500 Penalty: 3817.095947
	Iteration 15Q: 3 clusters Score -372933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -372935.718750 Penalty: 3817.095947
	Iteration 16Q: 3 clusters Score -372935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -372935.937500 Penalty: 3817.095947
	Iteration 17Q: 3 clusters Score -372935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -372937.625000 Penalty: 3817.095947
	Iteration 18Q: 3 clusters Score -372937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -372939.406250 Penalty: 3817.095947
	Iteration 19Q: 3 clusters Score -372939.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -372942.781250 Penalty: 3817.095947
	Iteration 20F: 3 clusters Score -372942.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -372946.968750 Penalty: 3817.095947
	Iteration 21Q: 3 clusters Score -372947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -372950.718750 Penalty: 3817.095947
	Iteration 22Q: 3 clusters Score -372950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -372951.218750 Penalty: 3817.095947
	Iteration 23Q: 3 clusters Score -372951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -372951.500000 Penalty: 3817.095947
	Iteration 24Q: 3 clusters Score -372951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -372952.593750 Penalty: 3817.095947
	Iteration 25Q: 3 clusters Score -372952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -372953.000000 Penalty: 3817.095947
	Iteration 26Q: 3 clusters Score -372953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -372953.000000 Penalty: 3817.095947
	Iteration 27F: 3 clusters Score -372953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -39345.691406 Penalty: 1379.049072
	Iteration 0F: 2 clusters Score -39345.69 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 138 members 
Entering Unmasked Estep 
Score: -38270.640625 Penalty: 2758.098145
	Iteration 0F: 3 clusters Score -38270.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38489.898438 Penalty: 2758.098145
	Iteration 1F: 3 clusters Score -38489.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38552.371094 Penalty: 2758.098145
	Iteration 2Q: 3 clusters Score -38552.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38624.203125 Penalty: 2758.098145
	Iteration 3Q: 3 clusters Score -38624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38656.550781 Penalty: 2758.098145
	Iteration 4Q: 3 clusters Score -38656.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38668.687500 Penalty: 2758.098145
	Iteration 5Q: 3 clusters Score -38668.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38675.546875 Penalty: 2758.098145
	Iteration 6Q: 3 clusters Score -38675.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38683.183594 Penalty: 2758.098145
	Iteration 7Q: 3 clusters Score -38683.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38683.183594 Penalty: 2758.098145
	Iteration 8F: 3 clusters Score -38683.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Entering Unmasked Estep 
Score: -8705246.000000 Penalty: 2665.504639
	Iteration 0F: 2 clusters Score -8705246 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 23398 members 
Entering Unmasked Estep 
Score: -8674715.000000 Penalty: 5331.009277
	Iteration 0F: 3 clusters Score -8674715 nChanged 21427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -8686586.000000 Penalty: 5331.009277
	Iteration 1F: 3 clusters Score -8686586 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -8687214.000000 Penalty: 5331.009277
	Iteration 2Q: 3 clusters Score -8687214 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -8687886.000000 Penalty: 5331.009277
	Iteration 3Q: 3 clusters Score -8687886 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -8688749.000000 Penalty: 5331.009277
	Iteration 4Q: 3 clusters Score -8688749 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -8689918.000000 Penalty: 5331.009277
	Iteration 5F: 3 clusters Score -8689918 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -8691639.000000 Penalty: 5331.009277
	Iteration 6F: 3 clusters Score -8691639 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -8693940.000000 Penalty: 5331.009277
	Iteration 7F: 3 clusters Score -8693940 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -8696423.000000 Penalty: 5331.009277
	Iteration 8F: 3 clusters Score -8696423 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -8698654.000000 Penalty: 5331.009277
	Iteration 9F: 3 clusters Score -8698654 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -8700421.000000 Penalty: 5331.009277
	Iteration 10Q: 3 clusters Score -8700421 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8701586.000000 Penalty: 5331.009277
	Iteration 11Q: 3 clusters Score -8701586 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -8702194.000000 Penalty: 5331.009277
	Iteration 12Q: 3 clusters Score -8702194 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -8702572.000000 Penalty: 5331.009277
	Iteration 13Q: 3 clusters Score -8702572 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -8702759.000000 Penalty: 5331.009277
	Iteration 14Q: 3 clusters Score -8702759 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -8702882.000000 Penalty: 5331.009277
	Iteration 15Q: 3 clusters Score -8702882 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -8702966.000000 Penalty: 5331.009277
	Iteration 16Q: 3 clusters Score -8702966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -8703036.000000 Penalty: 5331.009277
	Iteration 17Q: 3 clusters Score -8703036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -8703058.000000 Penalty: 5331.009277
	Iteration 18Q: 3 clusters Score -8703058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -8703081.000000 Penalty: 5331.009277
	Iteration 19Q: 3 clusters Score -8703081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -8703082.000000 Penalty: 5331.009277
	Iteration 20F: 3 clusters Score -8703082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -8703115.000000 Penalty: 5331.009277
	Iteration 21Q: 3 clusters Score -8703115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -8703121.000000 Penalty: 5331.009277
	Iteration 22Q: 3 clusters Score -8703121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -8703128.000000 Penalty: 5331.009277
	Iteration 23Q: 3 clusters Score -8703128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -8703137.000000 Penalty: 5331.009277
	Iteration 24Q: 3 clusters Score -8703137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -8703141.000000 Penalty: 5331.009277
	Iteration 25Q: 3 clusters Score -8703141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -8703132.000000 Penalty: 5331.009277
	Iteration 26Q: 3 clusters Score -8703132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -8703142.000000 Penalty: 5331.009277
	Iteration 27Q: 3 clusters Score -8703142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -8703144.000000 Penalty: 5331.009277
	Iteration 28Q: 3 clusters Score -8703144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8703148.000000 Penalty: 5331.009277
	Iteration 29Q: 3 clusters Score -8703148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -8703153.000000 Penalty: 5331.009277
	Iteration 30Q: 3 clusters Score -8703153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -8703152.000000 Penalty: 5331.009277
	Iteration 31Q: 3 clusters Score -8703152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -8703154.000000 Penalty: 5331.009277
	Iteration 32Q: 3 clusters Score -8703154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -8703150.000000 Penalty: 5331.009277
	Iteration 33Q: 3 clusters Score -8703150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -8703150.000000 Penalty: 5331.009277
	Iteration 34F: 3 clusters Score -8703150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Entering Unmasked Estep 
Score: -443809.062500 Penalty: 1929.100342
	Iteration 0F: 2 clusters Score -443809.1 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 1221 members 
Entering Unmasked Estep 
Score: -440949.875000 Penalty: 3858.200684
	Iteration 0F: 3 clusters Score -440949.9 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -441478.656250 Penalty: 3858.200684
	Iteration 1F: 3 clusters Score -441478.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -441613.031250 Penalty: 3858.200684
	Iteration 2F: 3 clusters Score -441613 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -441703.531250 Penalty: 3858.200684
	Iteration 3Q: 3 clusters Score -441703.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -441767.062500 Penalty: 3858.200684
	Iteration 4Q: 3 clusters Score -441767.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -441811.875000 Penalty: 3858.200684
	Iteration 5Q: 3 clusters Score -441811.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -441847.593750 Penalty: 3858.200684
	Iteration 6Q: 3 clusters Score -441847.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -441868.093750 Penalty: 3858.200684
	Iteration 7Q: 3 clusters Score -441868.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -441887.218750 Penalty: 3858.200684
	Iteration 8Q: 3 clusters Score -441887.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -441907.500000 Penalty: 3858.200684
	Iteration 9Q: 3 clusters Score -441907.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -441918.093750 Penalty: 3858.200684
	Iteration 10Q: 3 clusters Score -441918.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -441923.000000 Penalty: 3858.200684
	Iteration 11Q: 3 clusters Score -441923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -441926.437500 Penalty: 3858.200684
	Iteration 12Q: 3 clusters Score -441926.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -441932.906250 Penalty: 3858.200684
	Iteration 13Q: 3 clusters Score -441932.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -441937.750000 Penalty: 3858.200684
	Iteration 14Q: 3 clusters Score -441937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -441940.125000 Penalty: 3858.200684
	Iteration 15Q: 3 clusters Score -441940.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -441943.593750 Penalty: 3858.200684
	Iteration 16Q: 3 clusters Score -441943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -441946.406250 Penalty: 3858.200684
	Iteration 17Q: 3 clusters Score -441946.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -441948.250000 Penalty: 3858.200684
	Iteration 18Q: 3 clusters Score -441948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -441950.781250 Penalty: 3858.200684
	Iteration 19Q: 3 clusters Score -441950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -441951.187500 Penalty: 3858.200684
	Iteration 20F: 3 clusters Score -441951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -441952.187500 Penalty: 3858.200684
	Iteration 21Q: 3 clusters Score -441952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -441953.031250 Penalty: 3858.200684
	Iteration 22Q: 3 clusters Score -441953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -441953.875000 Penalty: 3858.200684
	Iteration 23Q: 3 clusters Score -441953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -441955.312500 Penalty: 3858.200684
	Iteration 24Q: 3 clusters Score -441955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -441956.531250 Penalty: 3858.200684
	Iteration 25Q: 3 clusters Score -441956.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -441959.593750 Penalty: 3858.200684
	Iteration 26Q: 3 clusters Score -441959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -441959.781250 Penalty: 3858.200684
	Iteration 27Q: 3 clusters Score -441959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -441961.468750 Penalty: 3858.200684
	Iteration 28Q: 3 clusters Score -441961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -441962.312500 Penalty: 3858.200684
	Iteration 29Q: 3 clusters Score -441962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -441962.593750 Penalty: 3858.200684
	Iteration 30Q: 3 clusters Score -441962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -441962.593750 Penalty: 3858.200684
	Iteration 31F: 3 clusters Score -441962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Entering Unmasked Estep 
Score: -7585183.000000 Penalty: 2632.553955
	Iteration 0F: 2 clusters Score -7585183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -7557985.500000 Penalty: 5265.107910
	Iteration 0F: 3 clusters Score -7557986 nChanged 18736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -7568476.000000 Penalty: 5265.107910
	Iteration 1F: 3 clusters Score -7568476 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -7569308.500000 Penalty: 5265.107910
	Iteration 2Q: 3 clusters Score -7569308 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -7570484.000000 Penalty: 5265.107910
	Iteration 3F: 3 clusters Score -7570484 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -7572055.500000 Penalty: 5265.107910
	Iteration 4F: 3 clusters Score -7572056 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -7574102.500000 Penalty: 5265.107910
	Iteration 5F: 3 clusters Score -7574102 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -7576665.500000 Penalty: 5265.107910
	Iteration 6F: 3 clusters Score -7576666 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -7579440.000000 Penalty: 5265.107910
	Iteration 7F: 3 clusters Score -7579440 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -7581576.500000 Penalty: 5265.107910
	Iteration 8F: 3 clusters Score -7581576 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -7582567.000000 Penalty: 5265.107910
	Iteration 9Q: 3 clusters Score -7582567 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -7582900.000000 Penalty: 5265.107910
	Iteration 10Q: 3 clusters Score -7582900 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -7583135.500000 Penalty: 5265.107910
	Iteration 11Q: 3 clusters Score -7583136 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -7583275.500000 Penalty: 5265.107910
	Iteration 12Q: 3 clusters Score -7583276 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -7583389.000000 Penalty: 5265.107910
	Iteration 13Q: 3 clusters Score -7583389 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -7583434.000000 Penalty: 5265.107910
	Iteration 14Q: 3 clusters Score -7583434 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7583510.000000 Penalty: 5265.107910
	Iteration 15Q: 3 clusters Score -7583510 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -7583529.500000 Penalty: 5265.107910
	Iteration 16Q: 3 clusters Score -7583530 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -7583570.000000 Penalty: 5265.107910
	Iteration 17Q: 3 clusters Score -7583570 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -7583627.500000 Penalty: 5265.107910
	Iteration 18Q: 3 clusters Score -7583628 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7583667.000000 Penalty: 5265.107910
	Iteration 19Q: 3 clusters Score -7583667 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7583674.500000 Penalty: 5265.107910
	Iteration 20F: 3 clusters Score -7583674 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7583709.500000 Penalty: 5265.107910
	Iteration 21Q: 3 clusters Score -7583710 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7583698.000000 Penalty: 5265.107910
	Iteration 22Q: 3 clusters Score -7583698 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7583705.000000 Penalty: 5265.107910
	Iteration 23Q: 3 clusters Score -7583705 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7583720.000000 Penalty: 5265.107910
	Iteration 24Q: 3 clusters Score -7583720 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7583727.500000 Penalty: 5265.107910
	Iteration 25Q: 3 clusters Score -7583728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7583724.500000 Penalty: 5265.107910
	Iteration 26Q: 3 clusters Score -7583724 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7583764.000000 Penalty: 5265.107910
	Iteration 27Q: 3 clusters Score -7583764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7583739.000000 Penalty: 5265.107910
	Iteration 28Q: 3 clusters Score -7583739 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7583718.500000 Penalty: 5265.107910
	Iteration 29Q: 3 clusters Score -7583718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7583722.000000 Penalty: 5265.107910
	Iteration 30Q: 3 clusters Score -7583722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7583732.000000 Penalty: 5265.107910
	Iteration 31Q: 3 clusters Score -7583732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7583745.000000 Penalty: 5265.107910
	Iteration 32Q: 3 clusters Score -7583745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7583751.500000 Penalty: 5265.107910
	Iteration 33Q: 3 clusters Score -7583752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7583760.000000 Penalty: 5265.107910
	Iteration 34Q: 3 clusters Score -7583760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7583776.500000 Penalty: 5265.107910
	Iteration 35Q: 3 clusters Score -7583776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7583770.000000 Penalty: 5265.107910
	Iteration 36Q: 3 clusters Score -7583770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7583785.500000 Penalty: 5265.107910
	Iteration 37Q: 3 clusters Score -7583786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7583774.000000 Penalty: 5265.107910
	Iteration 38Q: 3 clusters Score -7583774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7583783.000000 Penalty: 5265.107910
	Iteration 39Q: 3 clusters Score -7583783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7583775.500000 Penalty: 5265.107910
	Iteration 40F: 3 clusters Score -7583776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7583764.000000 Penalty: 5265.107910
	Iteration 41Q: 3 clusters Score -7583764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7583756.500000 Penalty: 5265.107910
	Iteration 42Q: 3 clusters Score -7583756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7583760.000000 Penalty: 5265.107910
	Iteration 43Q: 3 clusters Score -7583760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7583764.000000 Penalty: 5265.107910
	Iteration 44Q: 3 clusters Score -7583764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7583757.000000 Penalty: 5265.107910
	Iteration 45Q: 3 clusters Score -7583757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7583761.000000 Penalty: 5265.107910
	Iteration 46Q: 3 clusters Score -7583761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7583770.000000 Penalty: 5265.107910
	Iteration 47Q: 3 clusters Score -7583770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7583759.000000 Penalty: 5265.107910
	Iteration 48Q: 3 clusters Score -7583759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7583760.500000 Penalty: 5265.107910
	Iteration 49Q: 3 clusters Score -7583760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7583762.000000 Penalty: 5265.107910
	Iteration 50Q: 3 clusters Score -7583762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7583761.000000 Penalty: 5265.107910
	Iteration 51Q: 3 clusters Score -7583761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7583768.000000 Penalty: 5265.107910
	Iteration 52Q: 3 clusters Score -7583768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7583766.000000 Penalty: 5265.107910
	Iteration 53Q: 3 clusters Score -7583766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7583761.500000 Penalty: 5265.107910
	Iteration 54Q: 3 clusters Score -7583762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7583761.500000 Penalty: 5265.107910
	Iteration 55Q: 3 clusters Score -7583762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7583761.500000 Penalty: 5265.107910
	Iteration 56Q: 3 clusters Score -7583762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7583761.500000 Penalty: 5265.107910
	Iteration 57Q: 3 clusters Score -7583762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7583761.500000 Penalty: 5265.107910
	Iteration 58F: 3 clusters Score -7583762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Entering Unmasked Estep 
Score: -4886022.000000 Penalty: 2531.691162
	Iteration 0F: 2 clusters Score -4886022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -4867266.500000 Penalty: 5063.382324
	Iteration 0F: 3 clusters Score -4867266 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -4874043.000000 Penalty: 5063.382324
	Iteration 1F: 3 clusters Score -4874043 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -4874690.000000 Penalty: 5063.382324
	Iteration 2F: 3 clusters Score -4874690 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -4875278.000000 Penalty: 5063.382324
	Iteration 3F: 3 clusters Score -4875278 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4875972.500000 Penalty: 5063.382324
	Iteration 4F: 3 clusters Score -4875972 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -4876908.500000 Penalty: 5063.382324
	Iteration 5F: 3 clusters Score -4876908 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -4878206.000000 Penalty: 5063.382324
	Iteration 6F: 3 clusters Score -4878206 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -4879746.000000 Penalty: 5063.382324
	Iteration 7F: 3 clusters Score -4879746 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -4881234.000000 Penalty: 5063.382324
	Iteration 8F: 3 clusters Score -4881234 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -4882315.000000 Penalty: 5063.382324
	Iteration 9Q: 3 clusters Score -4882315 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -4882990.000000 Penalty: 5063.382324
	Iteration 10Q: 3 clusters Score -4882990 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -4883385.500000 Penalty: 5063.382324
	Iteration 11Q: 3 clusters Score -4883386 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -4883556.500000 Penalty: 5063.382324
	Iteration 12Q: 3 clusters Score -4883556 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -4883668.000000 Penalty: 5063.382324
	Iteration 13Q: 3 clusters Score -4883668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -4883751.500000 Penalty: 5063.382324
	Iteration 14Q: 3 clusters Score -4883752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -4883793.500000 Penalty: 5063.382324
	Iteration 15Q: 3 clusters Score -4883794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -4883818.500000 Penalty: 5063.382324
	Iteration 16Q: 3 clusters Score -4883818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -4883835.000000 Penalty: 5063.382324
	Iteration 17Q: 3 clusters Score -4883835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -4883855.000000 Penalty: 5063.382324
	Iteration 18Q: 3 clusters Score -4883855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -4883860.500000 Penalty: 5063.382324
	Iteration 19Q: 3 clusters Score -4883860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -4883872.500000 Penalty: 5063.382324
	Iteration 20F: 3 clusters Score -4883872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -4883879.500000 Penalty: 5063.382324
	Iteration 21Q: 3 clusters Score -4883880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -4883879.500000 Penalty: 5063.382324
	Iteration 22F: 3 clusters Score -4883880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -29635.740234 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -29635.74 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 153 members 
Entering Unmasked Estep 
Score: -28468.912109 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -28468.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28689.500000 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -28689.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28788.003906 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -28788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28826.910156 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -28826.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28874.884766 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -28874.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28886.232422 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -28886.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28886.232422 Penalty: 2920.883301
	Iteration 6F: 3 clusters Score -28886.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Entering Unmasked Estep 
Score: -9725321.000000 Penalty: 2693.365234
	Iteration 0F: 2 clusters Score -9725321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -9692671.000000 Penalty: 5386.730469
	Iteration 0F: 3 clusters Score -9692671 nChanged 24104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -9706011.000000 Penalty: 5386.730469
	Iteration 1F: 3 clusters Score -9706011 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -9706555.000000 Penalty: 5386.730469
	Iteration 2Q: 3 clusters Score -9706555 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -9707136.000000 Penalty: 5386.730469
	Iteration 3Q: 3 clusters Score -9707136 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -9707750.000000 Penalty: 5386.730469
	Iteration 4Q: 3 clusters Score -9707750 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -9708538.000000 Penalty: 5386.730469
	Iteration 5Q: 3 clusters Score -9708538 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -9709640.000000 Penalty: 5386.730469
	Iteration 6Q: 3 clusters Score -9709640 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -9711297.000000 Penalty: 5386.730469
	Iteration 7F: 3 clusters Score -9711297 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -9713857.000000 Penalty: 5386.730469
	Iteration 8F: 3 clusters Score -9713857 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -9717003.000000 Penalty: 5386.730469
	Iteration 9F: 3 clusters Score -9717003 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -9719730.000000 Penalty: 5386.730469
	Iteration 10F: 3 clusters Score -9719730 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -9721333.000000 Penalty: 5386.730469
	Iteration 11Q: 3 clusters Score -9721333 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -9722240.000000 Penalty: 5386.730469
	Iteration 12Q: 3 clusters Score -9722240 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -9722614.000000 Penalty: 5386.730469
	Iteration 13Q: 3 clusters Score -9722614 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -9722819.000000 Penalty: 5386.730469
	Iteration 14Q: 3 clusters Score -9722819 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -9722921.000000 Penalty: 5386.730469
	Iteration 15Q: 3 clusters Score -9722921 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -9723009.000000 Penalty: 5386.730469
	Iteration 16Q: 3 clusters Score -9723009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -9723037.000000 Penalty: 5386.730469
	Iteration 17Q: 3 clusters Score -9723037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -9723050.000000 Penalty: 5386.730469
	Iteration 18Q: 3 clusters Score -9723050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -9723067.000000 Penalty: 5386.730469
	Iteration 19Q: 3 clusters Score -9723067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -9723068.000000 Penalty: 5386.730469
	Iteration 20F: 3 clusters Score -9723068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -9723078.000000 Penalty: 5386.730469
	Iteration 21Q: 3 clusters Score -9723078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -9723089.000000 Penalty: 5386.730469
	Iteration 22Q: 3 clusters Score -9723089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -9723086.000000 Penalty: 5386.730469
	Iteration 23Q: 3 clusters Score -9723086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -9723094.000000 Penalty: 5386.730469
	Iteration 24Q: 3 clusters Score -9723094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -9723094.000000 Penalty: 5386.730469
	Iteration 25F: 3 clusters Score -9723094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -100804.773438 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -100804.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -99181.679688 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -99181.68 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99395.750000 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -99395.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -99493.531250 Penalty: 3176.172607
	Iteration 2Q: 3 clusters Score -99493.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -99550.250000 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -99550.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -99594.429688 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -99594.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -99623.351562 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -99623.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -99635.343750 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -99635.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99641.273438 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -99641.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -99644.320312 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -99644.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -99645.335938 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -99645.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -99645.335938 Penalty: 3176.172607
	Iteration 10F: 3 clusters Score -99645.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Entering Unmasked Estep 
Score: -4806493.000000 Penalty: 2521.121826
	Iteration 0F: 2 clusters Score -4806493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4788662.000000 Penalty: 5042.243652
	Iteration 0F: 3 clusters Score -4788662 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4794951.000000 Penalty: 5042.243652
	Iteration 1F: 3 clusters Score -4794951 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4795574.000000 Penalty: 5042.243652
	Iteration 2F: 3 clusters Score -4795574 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -4796162.000000 Penalty: 5042.243652
	Iteration 3F: 3 clusters Score -4796162 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -4796883.500000 Penalty: 5042.243652
	Iteration 4F: 3 clusters Score -4796884 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4797841.000000 Penalty: 5042.243652
	Iteration 5F: 3 clusters Score -4797841 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -4799119.500000 Penalty: 5042.243652
	Iteration 6F: 3 clusters Score -4799120 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4800762.000000 Penalty: 5042.243652
	Iteration 7F: 3 clusters Score -4800762 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4802165.500000 Penalty: 5042.243652
	Iteration 8F: 3 clusters Score -4802166 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -4802978.500000 Penalty: 5042.243652
	Iteration 9Q: 3 clusters Score -4802978 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -4803327.500000 Penalty: 5042.243652
	Iteration 10Q: 3 clusters Score -4803328 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -4803467.500000 Penalty: 5042.243652
	Iteration 11Q: 3 clusters Score -4803468 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -4803572.500000 Penalty: 5042.243652
	Iteration 12Q: 3 clusters Score -4803572 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -4803656.500000 Penalty: 5042.243652
	Iteration 13Q: 3 clusters Score -4803656 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -4803728.000000 Penalty: 5042.243652
	Iteration 14Q: 3 clusters Score -4803728 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -4803776.500000 Penalty: 5042.243652
	Iteration 15Q: 3 clusters Score -4803776 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4803831.500000 Penalty: 5042.243652
	Iteration 16Q: 3 clusters Score -4803832 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4803844.500000 Penalty: 5042.243652
	Iteration 17Q: 3 clusters Score -4803844 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -4803879.500000 Penalty: 5042.243652
	Iteration 18Q: 3 clusters Score -4803880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4803899.500000 Penalty: 5042.243652
	Iteration 19Q: 3 clusters Score -4803900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4803915.500000 Penalty: 5042.243652
	Iteration 20F: 3 clusters Score -4803916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -4803921.500000 Penalty: 5042.243652
	Iteration 21Q: 3 clusters Score -4803922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -4803937.500000 Penalty: 5042.243652
	Iteration 22Q: 3 clusters Score -4803938 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4803952.000000 Penalty: 5042.243652
	Iteration 23Q: 3 clusters Score -4803952 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4803963.500000 Penalty: 5042.243652
	Iteration 24Q: 3 clusters Score -4803964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4803977.500000 Penalty: 5042.243652
	Iteration 25Q: 3 clusters Score -4803978 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4803997.500000 Penalty: 5042.243652
	Iteration 26Q: 3 clusters Score -4803998 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -4804017.500000 Penalty: 5042.243652
	Iteration 27Q: 3 clusters Score -4804018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -4804035.500000 Penalty: 5042.243652
	Iteration 28Q: 3 clusters Score -4804036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -4804063.500000 Penalty: 5042.243652
	Iteration 29Q: 3 clusters Score -4804064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -4804087.000000 Penalty: 5042.243652
	Iteration 30Q: 3 clusters Score -4804087 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4804099.500000 Penalty: 5042.243652
	Iteration 31Q: 3 clusters Score -4804100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4804120.000000 Penalty: 5042.243652
	Iteration 32Q: 3 clusters Score -4804120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4804131.000000 Penalty: 5042.243652
	Iteration 33Q: 3 clusters Score -4804131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4804143.000000 Penalty: 5042.243652
	Iteration 34Q: 3 clusters Score -4804143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4804157.000000 Penalty: 5042.243652
	Iteration 35Q: 3 clusters Score -4804157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4804168.000000 Penalty: 5042.243652
	Iteration 36Q: 3 clusters Score -4804168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -4804179.500000 Penalty: 5042.243652
	Iteration 37Q: 3 clusters Score -4804180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -4804183.500000 Penalty: 5042.243652
	Iteration 38Q: 3 clusters Score -4804184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4804200.500000 Penalty: 5042.243652
	Iteration 39Q: 3 clusters Score -4804200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4804203.000000 Penalty: 5042.243652
	Iteration 40F: 3 clusters Score -4804203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4804212.500000 Penalty: 5042.243652
	Iteration 41Q: 3 clusters Score -4804212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4804214.500000 Penalty: 5042.243652
	Iteration 42Q: 3 clusters Score -4804214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4804238.500000 Penalty: 5042.243652
	Iteration 43Q: 3 clusters Score -4804238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4804249.500000 Penalty: 5042.243652
	Iteration 44Q: 3 clusters Score -4804250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4804284.500000 Penalty: 5042.243652
	Iteration 45Q: 3 clusters Score -4804284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4804287.000000 Penalty: 5042.243652
	Iteration 46Q: 3 clusters Score -4804287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4804307.000000 Penalty: 5042.243652
	Iteration 47Q: 3 clusters Score -4804307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -4804303.500000 Penalty: 5042.243652
	Iteration 48Q: 3 clusters Score -4804304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4804316.000000 Penalty: 5042.243652
	Iteration 49Q: 3 clusters Score -4804316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4804323.500000 Penalty: 5042.243652
	Iteration 50Q: 3 clusters Score -4804324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -4804338.000000 Penalty: 5042.243652
	Iteration 51Q: 3 clusters Score -4804338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4804347.000000 Penalty: 5042.243652
	Iteration 52Q: 3 clusters Score -4804347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4804353.000000 Penalty: 5042.243652
	Iteration 53Q: 3 clusters Score -4804353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4804353.500000 Penalty: 5042.243652
	Iteration 54Q: 3 clusters Score -4804354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4804373.000000 Penalty: 5042.243652
	Iteration 55Q: 3 clusters Score -4804373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4804379.500000 Penalty: 5042.243652
	Iteration 56Q: 3 clusters Score -4804380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4804392.500000 Penalty: 5042.243652
	Iteration 57Q: 3 clusters Score -4804392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4804398.500000 Penalty: 5042.243652
	Iteration 58Q: 3 clusters Score -4804398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4804410.000000 Penalty: 5042.243652
	Iteration 59Q: 3 clusters Score -4804410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4804424.500000 Penalty: 5042.243652
	Iteration 60F: 3 clusters Score -4804424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4804427.000000 Penalty: 5042.243652
	Iteration 61Q: 3 clusters Score -4804427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4804439.500000 Penalty: 5042.243652
	Iteration 62Q: 3 clusters Score -4804440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4804436.500000 Penalty: 5042.243652
	Iteration 63Q: 3 clusters Score -4804436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4804449.000000 Penalty: 5042.243652
	Iteration 64Q: 3 clusters Score -4804449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4804456.000000 Penalty: 5042.243652
	Iteration 65Q: 3 clusters Score -4804456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4804480.500000 Penalty: 5042.243652
	Iteration 66Q: 3 clusters Score -4804480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4804486.500000 Penalty: 5042.243652
	Iteration 67Q: 3 clusters Score -4804486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4804488.000000 Penalty: 5042.243652
	Iteration 68Q: 3 clusters Score -4804488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4804500.000000 Penalty: 5042.243652
	Iteration 69Q: 3 clusters Score -4804500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4804519.500000 Penalty: 5042.243652
	Iteration 70Q: 3 clusters Score -4804520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4804526.000000 Penalty: 5042.243652
	Iteration 71Q: 3 clusters Score -4804526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4804528.000000 Penalty: 5042.243652
	Iteration 72Q: 3 clusters Score -4804528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4804531.500000 Penalty: 5042.243652
	Iteration 73Q: 3 clusters Score -4804532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4804535.500000 Penalty: 5042.243652
	Iteration 74Q: 3 clusters Score -4804536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4804533.000000 Penalty: 5042.243652
	Iteration 75Q: 3 clusters Score -4804533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4804537.000000 Penalty: 5042.243652
	Iteration 76Q: 3 clusters Score -4804537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4804537.500000 Penalty: 5042.243652
	Iteration 77Q: 3 clusters Score -4804538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4804536.000000 Penalty: 5042.243652
	Iteration 78Q: 3 clusters Score -4804536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4804539.500000 Penalty: 5042.243652
	Iteration 79Q: 3 clusters Score -4804540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4804530.000000 Penalty: 5042.243652
	Iteration 80F: 3 clusters Score -4804530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4804531.000000 Penalty: 5042.243652
	Iteration 81Q: 3 clusters Score -4804531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4804543.500000 Penalty: 5042.243652
	Iteration 82Q: 3 clusters Score -4804544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4804540.000000 Penalty: 5042.243652
	Iteration 83Q: 3 clusters Score -4804540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4804539.500000 Penalty: 5042.243652
	Iteration 84Q: 3 clusters Score -4804540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4804541.500000 Penalty: 5042.243652
	Iteration 85Q: 3 clusters Score -4804542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4804543.000000 Penalty: 5042.243652
	Iteration 86Q: 3 clusters Score -4804543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4804541.500000 Penalty: 5042.243652
	Iteration 87Q: 3 clusters Score -4804542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4804548.000000 Penalty: 5042.243652
	Iteration 88Q: 3 clusters Score -4804548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4804544.000000 Penalty: 5042.243652
	Iteration 89Q: 3 clusters Score -4804544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4804547.500000 Penalty: 5042.243652
	Iteration 90Q: 3 clusters Score -4804548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4804549.500000 Penalty: 5042.243652
	Iteration 91Q: 3 clusters Score -4804550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4804543.500000 Penalty: 5042.243652
	Iteration 92Q: 3 clusters Score -4804544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4804547.000000 Penalty: 5042.243652
	Iteration 93Q: 3 clusters Score -4804547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4804543.500000 Penalty: 5042.243652
	Iteration 94Q: 3 clusters Score -4804544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4804542.000000 Penalty: 5042.243652
	Iteration 95Q: 3 clusters Score -4804542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4804544.500000 Penalty: 5042.243652
	Iteration 96Q: 3 clusters Score -4804544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4804547.000000 Penalty: 5042.243652
	Iteration 97Q: 3 clusters Score -4804547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4804550.000000 Penalty: 5042.243652
	Iteration 98Q: 3 clusters Score -4804550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4804548.500000 Penalty: 5042.243652
	Iteration 99Q: 3 clusters Score -4804548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4804549.000000 Penalty: 5042.243652
	Iteration 100F: 3 clusters Score -4804549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4804548.000000 Penalty: 5042.243652
	Iteration 101Q: 3 clusters Score -4804548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4804546.500000 Penalty: 5042.243652
	Iteration 102Q: 3 clusters Score -4804546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4804548.000000 Penalty: 5042.243652
	Iteration 103Q: 3 clusters Score -4804548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4804557.500000 Penalty: 5042.243652
	Iteration 104Q: 3 clusters Score -4804558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4804561.000000 Penalty: 5042.243652
	Iteration 105Q: 3 clusters Score -4804561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4804558.500000 Penalty: 5042.243652
	Iteration 106Q: 3 clusters Score -4804558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4804560.500000 Penalty: 5042.243652
	Iteration 107Q: 3 clusters Score -4804560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4804559.000000 Penalty: 5042.243652
	Iteration 108Q: 3 clusters Score -4804559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4804553.500000 Penalty: 5042.243652
	Iteration 109Q: 3 clusters Score -4804554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4804554.500000 Penalty: 5042.243652
	Iteration 110Q: 3 clusters Score -4804554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4804554.500000 Penalty: 5042.243652
	Iteration 111F: 3 clusters Score -4804554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121108.429688 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -121108.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -119393.554688 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -119393.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119737.734375 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -119737.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119967.445312 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -119967.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -120141.460938 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -120141.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120328.500000 Penalty: 3323.562744
	Iteration 4F: 3 clusters Score -120328.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120498.218750 Penalty: 3323.562744
	Iteration 5F: 3 clusters Score -120498.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -120634.562500 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -120634.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120733.125000 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -120733.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -120794.960938 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -120795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -120843.101562 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -120843.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -120872.382812 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -120872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120881.492188 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -120881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120885.257812 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -120885.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120887.476562 Penalty: 3323.562744
	Iteration 13F: 3 clusters Score -120887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -120896.421875 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -120896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -120903.789062 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -120903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -120903.789062 Penalty: 3323.562744
	Iteration 16F: 3 clusters Score -120903.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Entering Unmasked Estep 
Score: -9180406.000000 Penalty: 2682.907959
	Iteration 0F: 2 clusters Score -9180406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -9147369.000000 Penalty: 5365.815918
	Iteration 0F: 3 clusters Score -9147369 nChanged 23053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -9159713.000000 Penalty: 5365.815918
	Iteration 1F: 3 clusters Score -9159713 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -9160171.000000 Penalty: 5365.815918
	Iteration 2Q: 3 clusters Score -9160171 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -9160471.000000 Penalty: 5365.815918
	Iteration 3Q: 3 clusters Score -9160471 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -9160714.000000 Penalty: 5365.815918
	Iteration 4Q: 3 clusters Score -9160714 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -9160977.000000 Penalty: 5365.815918
	Iteration 5Q: 3 clusters Score -9160977 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -9161284.000000 Penalty: 5365.815918
	Iteration 6Q: 3 clusters Score -9161284 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -9161683.000000 Penalty: 5365.815918
	Iteration 7Q: 3 clusters Score -9161683 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -9162304.000000 Penalty: 5365.815918
	Iteration 8Q: 3 clusters Score -9162304 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -9163245.000000 Penalty: 5365.815918
	Iteration 9Q: 3 clusters Score -9163245 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -9164682.000000 Penalty: 5365.815918
	Iteration 10Q: 3 clusters Score -9164682 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -9166337.000000 Penalty: 5365.815918
	Iteration 11Q: 3 clusters Score -9166337 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -9168022.000000 Penalty: 5365.815918
	Iteration 12F: 3 clusters Score -9168022 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -9169559.000000 Penalty: 5365.815918
	Iteration 13F: 3 clusters Score -9169559 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -9170798.000000 Penalty: 5365.815918
	Iteration 14Q: 3 clusters Score -9170798 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -9171648.000000 Penalty: 5365.815918
	Iteration 15Q: 3 clusters Score -9171648 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -9172122.000000 Penalty: 5365.815918
	Iteration 16Q: 3 clusters Score -9172122 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -9172378.000000 Penalty: 5365.815918
	Iteration 17Q: 3 clusters Score -9172378 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -9172514.000000 Penalty: 5365.815918
	Iteration 18Q: 3 clusters Score -9172514 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -9172658.000000 Penalty: 5365.815918
	Iteration 19Q: 3 clusters Score -9172658 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -9172761.000000 Penalty: 5365.815918
	Iteration 20F: 3 clusters Score -9172761 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -9172903.000000 Penalty: 5365.815918
	Iteration 21Q: 3 clusters Score -9172903 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -9173038.000000 Penalty: 5365.815918
	Iteration 22Q: 3 clusters Score -9173038 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -9173186.000000 Penalty: 5365.815918
	Iteration 23Q: 3 clusters Score -9173186 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -9173359.000000 Penalty: 5365.815918
	Iteration 24Q: 3 clusters Score -9173359 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -9173539.000000 Penalty: 5365.815918
	Iteration 25Q: 3 clusters Score -9173539 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -9173783.000000 Penalty: 5365.815918
	Iteration 26Q: 3 clusters Score -9173783 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -9174096.000000 Penalty: 5365.815918
	Iteration 27Q: 3 clusters Score -9174096 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -9174433.000000 Penalty: 5365.815918
	Iteration 28Q: 3 clusters Score -9174433 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -9174798.000000 Penalty: 5365.815918
	Iteration 29Q: 3 clusters Score -9174798 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -9175182.000000 Penalty: 5365.815918
	Iteration 30Q: 3 clusters Score -9175182 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -9175617.000000 Penalty: 5365.815918
	Iteration 31Q: 3 clusters Score -9175617 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -9176067.000000 Penalty: 5365.815918
	Iteration 32Q: 3 clusters Score -9176067 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -9176463.000000 Penalty: 5365.815918
	Iteration 33Q: 3 clusters Score -9176463 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -9176808.000000 Penalty: 5365.815918
	Iteration 34Q: 3 clusters Score -9176808 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9177075.000000 Penalty: 5365.815918
	Iteration 35Q: 3 clusters Score -9177075 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9177310.000000 Penalty: 5365.815918
	Iteration 36Q: 3 clusters Score -9177310 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9177490.000000 Penalty: 5365.815918
	Iteration 37Q: 3 clusters Score -9177490 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9177640.000000 Penalty: 5365.815918
	Iteration 38Q: 3 clusters Score -9177640 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9177727.000000 Penalty: 5365.815918
	Iteration 39Q: 3 clusters Score -9177727 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9177785.000000 Penalty: 5365.815918
	Iteration 40F: 3 clusters Score -9177785 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9177848.000000 Penalty: 5365.815918
	Iteration 41Q: 3 clusters Score -9177848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9177911.000000 Penalty: 5365.815918
	Iteration 42Q: 3 clusters Score -9177911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9177929.000000 Penalty: 5365.815918
	Iteration 43Q: 3 clusters Score -9177929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9177949.000000 Penalty: 5365.815918
	Iteration 44Q: 3 clusters Score -9177949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9177967.000000 Penalty: 5365.815918
	Iteration 45Q: 3 clusters Score -9177967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9177984.000000 Penalty: 5365.815918
	Iteration 46Q: 3 clusters Score -9177984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9177992.000000 Penalty: 5365.815918
	Iteration 47Q: 3 clusters Score -9177992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9178001.000000 Penalty: 5365.815918
	Iteration 48Q: 3 clusters Score -9178001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9178010.000000 Penalty: 5365.815918
	Iteration 49Q: 3 clusters Score -9178010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9178008.000000 Penalty: 5365.815918
	Iteration 50Q: 3 clusters Score -9178008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9178011.000000 Penalty: 5365.815918
	Iteration 51Q: 3 clusters Score -9178011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9178025.000000 Penalty: 5365.815918
	Iteration 52Q: 3 clusters Score -9178025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9178030.000000 Penalty: 5365.815918
	Iteration 53Q: 3 clusters Score -9178030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9178028.000000 Penalty: 5365.815918
	Iteration 54Q: 3 clusters Score -9178028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9178049.000000 Penalty: 5365.815918
	Iteration 55Q: 3 clusters Score -9178049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9178042.000000 Penalty: 5365.815918
	Iteration 56Q: 3 clusters Score -9178042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9178050.000000 Penalty: 5365.815918
	Iteration 57Q: 3 clusters Score -9178050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9178050.000000 Penalty: 5365.815918
	Iteration 58Q: 3 clusters Score -9178050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9178060.000000 Penalty: 5365.815918
	Iteration 59Q: 3 clusters Score -9178060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9178060.000000 Penalty: 5365.815918
	Iteration 60F: 3 clusters Score -9178060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9178067.000000 Penalty: 5365.815918
	Iteration 61Q: 3 clusters Score -9178067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9178070.000000 Penalty: 5365.815918
	Iteration 62Q: 3 clusters Score -9178070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9178066.000000 Penalty: 5365.815918
	Iteration 63Q: 3 clusters Score -9178066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9178072.000000 Penalty: 5365.815918
	Iteration 64Q: 3 clusters Score -9178072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9178071.000000 Penalty: 5365.815918
	Iteration 65Q: 3 clusters Score -9178071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9178076.000000 Penalty: 5365.815918
	Iteration 66Q: 3 clusters Score -9178076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9178081.000000 Penalty: 5365.815918
	Iteration 67Q: 3 clusters Score -9178081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9178087.000000 Penalty: 5365.815918
	Iteration 68Q: 3 clusters Score -9178087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9178090.000000 Penalty: 5365.815918
	Iteration 69Q: 3 clusters Score -9178090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9178080.000000 Penalty: 5365.815918
	Iteration 70Q: 3 clusters Score -9178080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9178083.000000 Penalty: 5365.815918
	Iteration 71Q: 3 clusters Score -9178083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9178090.000000 Penalty: 5365.815918
	Iteration 72Q: 3 clusters Score -9178090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9178086.000000 Penalty: 5365.815918
	Iteration 73Q: 3 clusters Score -9178086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9178086.000000 Penalty: 5365.815918
	Iteration 74Q: 3 clusters Score -9178086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9178098.000000 Penalty: 5365.815918
	Iteration 75Q: 3 clusters Score -9178098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9178090.000000 Penalty: 5365.815918
	Iteration 76Q: 3 clusters Score -9178090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9178096.000000 Penalty: 5365.815918
	Iteration 77Q: 3 clusters Score -9178096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9178094.000000 Penalty: 5365.815918
	Iteration 78Q: 3 clusters Score -9178094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9178097.000000 Penalty: 5365.815918
	Iteration 79Q: 3 clusters Score -9178097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9178104.000000 Penalty: 5365.815918
	Iteration 80F: 3 clusters Score -9178104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9178108.000000 Penalty: 5365.815918
	Iteration 81Q: 3 clusters Score -9178108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9178108.000000 Penalty: 5365.815918
	Iteration 82Q: 3 clusters Score -9178108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9178111.000000 Penalty: 5365.815918
	Iteration 83Q: 3 clusters Score -9178111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9178107.000000 Penalty: 5365.815918
	Iteration 84Q: 3 clusters Score -9178107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9178107.000000 Penalty: 5365.815918
	Iteration 85F: 3 clusters Score -9178107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -193269.093750 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -193269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -191251.500000 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -191251.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -191692.281250 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -191692.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -191864.593750 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -191864.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -191952.750000 Penalty: 3475.320801
	Iteration 3F: 3 clusters Score -191952.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -192019.140625 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -192019.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -192088.078125 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -192088.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -192133.906250 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -192133.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -192168.718750 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -192168.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -192196.578125 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -192196.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -192228.859375 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -192228.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -192241.171875 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -192241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -192250.578125 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -192250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -192256.515625 Penalty: 3475.320801
	Iteration 12Q: 3 clusters Score -192256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -192262.531250 Penalty: 3475.320801
	Iteration 13Q: 3 clusters Score -192262.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -192269.031250 Penalty: 3475.320801
	Iteration 14Q: 3 clusters Score -192269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -192274.296875 Penalty: 3475.320801
	Iteration 15Q: 3 clusters Score -192274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -192278.875000 Penalty: 3475.320801
	Iteration 16Q: 3 clusters Score -192278.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -192287.625000 Penalty: 3475.320801
	Iteration 17Q: 3 clusters Score -192287.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -192292.718750 Penalty: 3475.320801
	Iteration 18Q: 3 clusters Score -192292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -192296.328125 Penalty: 3475.320801
	Iteration 19Q: 3 clusters Score -192296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -192300.015625 Penalty: 3475.320801
	Iteration 20F: 3 clusters Score -192300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -192306.687500 Penalty: 3475.320801
	Iteration 21Q: 3 clusters Score -192306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -192308.656250 Penalty: 3475.320801
	Iteration 22Q: 3 clusters Score -192308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -192312.312500 Penalty: 3475.320801
	Iteration 23Q: 3 clusters Score -192312.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -192313.406250 Penalty: 3475.320801
	Iteration 24Q: 3 clusters Score -192313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -192315.578125 Penalty: 3475.320801
	Iteration 25Q: 3 clusters Score -192315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -192316.015625 Penalty: 3475.320801
	Iteration 26Q: 3 clusters Score -192316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -192317.453125 Penalty: 3475.320801
	Iteration 27Q: 3 clusters Score -192317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -192318.703125 Penalty: 3475.320801
	Iteration 28Q: 3 clusters Score -192318.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -192318.703125 Penalty: 3475.320801
	Iteration 29F: 3 clusters Score -192318.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Entering Unmasked Estep 
Score: -9291933.000000 Penalty: 2681.248047
	Iteration 0F: 2 clusters Score -9291933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -9260396.000000 Penalty: 5362.496094
	Iteration 0F: 3 clusters Score -9260396 nChanged 23075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -9273319.000000 Penalty: 5362.496094
	Iteration 1F: 3 clusters Score -9273319 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -9274008.000000 Penalty: 5362.496094
	Iteration 2Q: 3 clusters Score -9274008 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -9274710.000000 Penalty: 5362.496094
	Iteration 3Q: 3 clusters Score -9274710 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -9275567.000000 Penalty: 5362.496094
	Iteration 4Q: 3 clusters Score -9275567 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -9276599.000000 Penalty: 5362.496094
	Iteration 5Q: 3 clusters Score -9276599 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -9277814.000000 Penalty: 5362.496094
	Iteration 6F: 3 clusters Score -9277814 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -9279582.000000 Penalty: 5362.496094
	Iteration 7F: 3 clusters Score -9279582 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -9281431.000000 Penalty: 5362.496094
	Iteration 8F: 3 clusters Score -9281431 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -9283191.000000 Penalty: 5362.496094
	Iteration 9F: 3 clusters Score -9283191 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -9284761.000000 Penalty: 5362.496094
	Iteration 10Q: 3 clusters Score -9284761 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -9285925.000000 Penalty: 5362.496094
	Iteration 11Q: 3 clusters Score -9285925 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -9286706.000000 Penalty: 5362.496094
	Iteration 12Q: 3 clusters Score -9286706 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -9287145.000000 Penalty: 5362.496094
	Iteration 13Q: 3 clusters Score -9287145 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -9287425.000000 Penalty: 5362.496094
	Iteration 14Q: 3 clusters Score -9287425 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -9287559.000000 Penalty: 5362.496094
	Iteration 15Q: 3 clusters Score -9287559 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -9287646.000000 Penalty: 5362.496094
	Iteration 16Q: 3 clusters Score -9287646 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -9287728.000000 Penalty: 5362.496094
	Iteration 17Q: 3 clusters Score -9287728 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -9287801.000000 Penalty: 5362.496094
	Iteration 18Q: 3 clusters Score -9287801 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -9287871.000000 Penalty: 5362.496094
	Iteration 19Q: 3 clusters Score -9287871 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -9287939.000000 Penalty: 5362.496094
	Iteration 20F: 3 clusters Score -9287939 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -9288015.000000 Penalty: 5362.496094
	Iteration 21Q: 3 clusters Score -9288015 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -9288081.000000 Penalty: 5362.496094
	Iteration 22Q: 3 clusters Score -9288081 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -9288141.000000 Penalty: 5362.496094
	Iteration 23Q: 3 clusters Score -9288141 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -9288233.000000 Penalty: 5362.496094
	Iteration 24Q: 3 clusters Score -9288233 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9288339 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9288452 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -9288506.000000 Penalty: 5362.496094
	Iteration 27Q: 3 clusters Score -9288506 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -9288533.000000 Penalty: 5362.496094
	Iteration 28Q: 3 clusters Score -9288533 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -9288686.000000 Penalty: 5362.496094
	Iteration 29Q: 3 clusters Score -9288686 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -9288846.000000 Penalty: 5362.496094
	Iteration 30Q: 3 clusters Score -9288846 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -9288944.000000 Penalty: 5362.496094
	Iteration 31Q: 3 clusters Score -9288944 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -9289048.000000 Penalty: 5362.496094
	Iteration 32Q: 3 clusters Score -9289048 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -9289061.000000 Penalty: 5362.496094
	Iteration 33Q: 3 clusters Score -9289061 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -9289117.000000 Penalty: 5362.496094
	Iteration 34Q: 3 clusters Score -9289117 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -9289136.000000 Penalty: 5362.496094
	Iteration 35Q: 3 clusters Score -9289136 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -9289146.000000 Penalty: 5362.496094
	Iteration 36Q: 3 clusters Score -9289146 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -9289155.000000 Penalty: 5362.496094
	Iteration 37Q: 3 clusters Score -9289155 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -9289169.000000 Penalty: 5362.496094
	Iteration 38Q: 3 clusters Score -9289169 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -9289164.000000 Penalty: 5362.496094
	Iteration 39Q: 3 clusters Score -9289164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -9289226.000000 Penalty: 5362.496094
	Iteration 40F: 3 clusters Score -9289226 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -9289279.000000 Penalty: 5362.496094
	Iteration 41Q: 3 clusters Score -9289279 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -9289317.000000 Penalty: 5362.496094
	Iteration 42Q: 3 clusters Score -9289317 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -9289322.000000 Penalty: 5362.496094
	Iteration 43Q: 3 clusters Score -9289322 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -9289347.000000 Penalty: 5362.496094
	Iteration 44Q: 3 clusters Score -9289347 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -9289347.000000 Penalty: 5362.496094
	Iteration 45Q: 3 clusters Score -9289347 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -9289379.000000 Penalty: 5362.496094
	Iteration 46Q: 3 clusters Score -9289379 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -9289410.000000 Penalty: 5362.496094
	Iteration 47Q: 3 clusters Score -9289410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -9289443.000000 Penalty: 5362.496094
	Iteration 48Q: 3 clusters Score -9289443 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -9289451.000000 Penalty: 5362.496094
	Iteration 49Q: 3 clusters Score -9289451 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -9289468.000000 Penalty: 5362.496094
	Iteration 50Q: 3 clusters Score -9289468 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -9289482.000000 Penalty: 5362.496094
	Iteration 51Q: 3 clusters Score -9289482 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -9289461.000000 Penalty: 5362.496094
	Iteration 52Q: 3 clusters Score -9289461 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -9289471.000000 Penalty: 5362.496094
	Iteration 53Q: 3 clusters Score -9289471 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -9289453.000000 Penalty: 5362.496094
	Iteration 54Q: 3 clusters Score -9289453 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -9289453.000000 Penalty: 5362.496094
	Iteration 55Q: 3 clusters Score -9289453 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -9289425.000000 Penalty: 5362.496094
	Iteration 56Q: 3 clusters Score -9289425 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -9289389.000000 Penalty: 5362.496094
	Iteration 57Q: 3 clusters Score -9289389 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -9289397.000000 Penalty: 5362.496094
	Iteration 58Q: 3 clusters Score -9289397 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -9289401.000000 Penalty: 5362.496094
	Iteration 59Q: 3 clusters Score -9289401 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -9289425.000000 Penalty: 5362.496094
	Iteration 60F: 3 clusters Score -9289425 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -9289414.000000 Penalty: 5362.496094
	Iteration 61Q: 3 clusters Score -9289414 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -9289423.000000 Penalty: 5362.496094
	Iteration 62Q: 3 clusters Score -9289423 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -9289418.000000 Penalty: 5362.496094
	Iteration 63Q: 3 clusters Score -9289418 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -9289436.000000 Penalty: 5362.496094
	Iteration 64Q: 3 clusters Score -9289436 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -9289387.000000 Penalty: 5362.496094
	Iteration 65Q: 3 clusters Score -9289387 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -9289373.000000 Penalty: 5362.496094
	Iteration 66Q: 3 clusters Score -9289373 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -9289401.000000 Penalty: 5362.496094
	Iteration 67Q: 3 clusters Score -9289401 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -9289353.000000 Penalty: 5362.496094
	Iteration 68Q: 3 clusters Score -9289353 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -9289315.000000 Penalty: 5362.496094
	Iteration 69Q: 3 clusters Score -9289315 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -9289302.000000 Penalty: 5362.496094
	Iteration 70Q: 3 clusters Score -9289302 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -9289327.000000 Penalty: 5362.496094
	Iteration 71Q: 3 clusters Score -9289327 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -9289320.000000 Penalty: 5362.496094
	Iteration 72Q: 3 clusters Score -9289320 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -9289319.000000 Penalty: 5362.496094
	Iteration 73Q: 3 clusters Score -9289319 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -9289355.000000 Penalty: 5362.496094
	Iteration 74Q: 3 clusters Score -9289355 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -9289384.000000 Penalty: 5362.496094
	Iteration 75Q: 3 clusters Score -9289384 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -9289358.000000 Penalty: 5362.496094
	Iteration 76Q: 3 clusters Score -9289358 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -9289388.000000 Penalty: 5362.496094
	Iteration 77Q: 3 clusters Score -9289388 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -9289315.000000 Penalty: 5362.496094
	Iteration 78Q: 3 clusters Score -9289315 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -9289331.000000 Penalty: 5362.496094
	Iteration 79Q: 3 clusters Score -9289331 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -9289326.000000 Penalty: 5362.496094
	Iteration 80F: 3 clusters Score -9289326 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -9289318.000000 Penalty: 5362.496094
	Iteration 81Q: 3 clusters Score -9289318 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -9289356.000000 Penalty: 5362.496094
	Iteration 82Q: 3 clusters Score -9289356 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -9289349.000000 Penalty: 5362.496094
	Iteration 83Q: 3 clusters Score -9289349 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -9289369.000000 Penalty: 5362.496094
	Iteration 84Q: 3 clusters Score -9289369 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -9289345.000000 Penalty: 5362.496094
	Iteration 85Q: 3 clusters Score -9289345 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -9289395.000000 Penalty: 5362.496094
	Iteration 86Q: 3 clusters Score -9289395 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -9289370.000000 Penalty: 5362.496094
	Iteration 87Q: 3 clusters Score -9289370 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -9289384.000000 Penalty: 5362.496094
	Iteration 88Q: 3 clusters Score -9289384 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -9289366.000000 Penalty: 5362.496094
	Iteration 89Q: 3 clusters Score -9289366 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -9289317.000000 Penalty: 5362.496094
	Iteration 90Q: 3 clusters Score -9289317 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -9289346.000000 Penalty: 5362.496094
	Iteration 91Q: 3 clusters Score -9289346 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -9289334.000000 Penalty: 5362.496094
	Iteration 92Q: 3 clusters Score -9289334 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -9289373.000000 Penalty: 5362.496094
	Iteration 93Q: 3 clusters Score -9289373 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -9289352.000000 Penalty: 5362.496094
	Iteration 94Q: 3 clusters Score -9289352 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -9289364.000000 Penalty: 5362.496094
	Iteration 95Q: 3 clusters Score -9289364 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9289353 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -9289372.000000 Penalty: 5362.496094
	Iteration 97Q: 3 clusters Score -9289372 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9289372 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -9289384.000000 Penalty: 5362.496094
	Iteration 99Q: 3 clusters Score -9289384 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -9289360.000000 Penalty: 5362.496094
	Iteration 100F: 3 clusters Score -9289360 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -9289355.000000 Penalty: 5362.496094
	Iteration 101Q: 3 clusters Score -9289355 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -9289354.000000 Penalty: 5362.496094
	Iteration 102Q: 3 clusters Score -9289354 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -9289352.000000 Penalty: 5362.496094
	Iteration 103Q: 3 clusters Score -9289352 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -9289354.000000 Penalty: 5362.496094
	Iteration 104Q: 3 clusters Score -9289354 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9289372 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -9289383.000000 Penalty: 5362.496094
	Iteration 106Q: 3 clusters Score -9289383 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -9289362.000000 Penalty: 5362.496094
	Iteration 107Q: 3 clusters Score -9289362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9289362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9289355 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -9289308.000000 Penalty: 5362.496094
	Iteration 110Q: 3 clusters Score -9289308 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -9289287.000000 Penalty: 5362.496094
	Iteration 111Q: 3 clusters Score -9289287 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -9289264.000000 Penalty: 5362.496094
	Iteration 112Q: 3 clusters Score -9289264 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -9289272.000000 Penalty: 5362.496094
	Iteration 113Q: 3 clusters Score -9289272 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -9289236.000000 Penalty: 5362.496094
	Iteration 114Q: 3 clusters Score -9289236 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -9289266.000000 Penalty: 5362.496094
	Iteration 115Q: 3 clusters Score -9289266 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -9289282.000000 Penalty: 5362.496094
	Iteration 116Q: 3 clusters Score -9289282 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -9289291.000000 Penalty: 5362.496094
	Iteration 117Q: 3 clusters Score -9289291 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -9289313.000000 Penalty: 5362.496094
	Iteration 118Q: 3 clusters Score -9289313 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -9289365.000000 Penalty: 5362.496094
	Iteration 119Q: 3 clusters Score -9289365 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -9289359.000000 Penalty: 5362.496094
	Iteration 120F: 3 clusters Score -9289359 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -9289371.000000 Penalty: 5362.496094
	Iteration 121Q: 3 clusters Score -9289371 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -9289351.000000 Penalty: 5362.496094
	Iteration 122Q: 3 clusters Score -9289351 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -9289358.000000 Penalty: 5362.496094
	Iteration 123Q: 3 clusters Score -9289358 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -9289310.000000 Penalty: 5362.496094
	Iteration 124Q: 3 clusters Score -9289310 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -9289284.000000 Penalty: 5362.496094
	Iteration 125Q: 3 clusters Score -9289284 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -9289208.000000 Penalty: 5362.496094
	Iteration 126Q: 3 clusters Score -9289208 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -9289170.000000 Penalty: 5362.496094
	Iteration 127Q: 3 clusters Score -9289170 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -9289138.000000 Penalty: 5362.496094
	Iteration 128Q: 3 clusters Score -9289138 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -9289088.000000 Penalty: 5362.496094
	Iteration 129Q: 3 clusters Score -9289088 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -9289059.000000 Penalty: 5362.496094
	Iteration 130Q: 3 clusters Score -9289059 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -9289000.000000 Penalty: 5362.496094
	Iteration 131Q: 3 clusters Score -9289000 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -9288987.000000 Penalty: 5362.496094
	Iteration 132Q: 3 clusters Score -9288987 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -9288938.000000 Penalty: 5362.496094
	Iteration 133Q: 3 clusters Score -9288938 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -9288914.000000 Penalty: 5362.496094
	Iteration 134Q: 3 clusters Score -9288914 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -9288861.000000 Penalty: 5362.496094
	Iteration 135Q: 3 clusters Score -9288861 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -9288943.000000 Penalty: 5362.496094
	Iteration 136Q: 3 clusters Score -9288943 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -9289185.000000 Penalty: 5362.496094
	Iteration 137Q: 3 clusters Score -9289185 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -9289433.000000 Penalty: 5362.496094
	Iteration 138Q: 3 clusters Score -9289433 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -9289736.000000 Penalty: 5362.496094
	Iteration 139Q: 3 clusters Score -9289736 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -9289926.000000 Penalty: 5362.496094
	Iteration 140F: 3 clusters Score -9289926 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -9290005.000000 Penalty: 5362.496094
	Iteration 141Q: 3 clusters Score -9290005 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -9290034.000000 Penalty: 5362.496094
	Iteration 142Q: 3 clusters Score -9290034 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -9290069.000000 Penalty: 5362.496094
	Iteration 143Q: 3 clusters Score -9290069 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -9290098.000000 Penalty: 5362.496094
	Iteration 144Q: 3 clusters Score -9290098 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -9290136.000000 Penalty: 5362.496094
	Iteration 145Q: 3 clusters Score -9290136 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -9290144.000000 Penalty: 5362.496094
	Iteration 146Q: 3 clusters Score -9290144 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -9290129.000000 Penalty: 5362.496094
	Iteration 147Q: 3 clusters Score -9290129 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -9290121.000000 Penalty: 5362.496094
	Iteration 148Q: 3 clusters Score -9290121 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -9290098.000000 Penalty: 5362.496094
	Iteration 149Q: 3 clusters Score -9290098 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -9290077.000000 Penalty: 5362.496094
	Iteration 150Q: 3 clusters Score -9290077 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -9290060.000000 Penalty: 5362.496094
	Iteration 151Q: 3 clusters Score -9290060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -9290070.000000 Penalty: 5362.496094
	Iteration 152Q: 3 clusters Score -9290070 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -9290069.000000 Penalty: 5362.496094
	Iteration 153Q: 3 clusters Score -9290069 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -9290066.000000 Penalty: 5362.496094
	Iteration 154Q: 3 clusters Score -9290066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -9290070.000000 Penalty: 5362.496094
	Iteration 155Q: 3 clusters Score -9290070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -9290093.000000 Penalty: 5362.496094
	Iteration 156Q: 3 clusters Score -9290093 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -9290097.000000 Penalty: 5362.496094
	Iteration 157Q: 3 clusters Score -9290097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -9290123.000000 Penalty: 5362.496094
	Iteration 158Q: 3 clusters Score -9290123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -9290124.000000 Penalty: 5362.496094
	Iteration 159Q: 3 clusters Score -9290124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -9290123.000000 Penalty: 5362.496094
	Iteration 160F: 3 clusters Score -9290123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -9290123.000000 Penalty: 5362.496094
	Iteration 161Q: 3 clusters Score -9290123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -9290124.000000 Penalty: 5362.496094
	Iteration 162Q: 3 clusters Score -9290124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -9290119.000000 Penalty: 5362.496094
	Iteration 163Q: 3 clusters Score -9290119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -9290123.000000 Penalty: 5362.496094
	Iteration 164Q: 3 clusters Score -9290123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -9290122.000000 Penalty: 5362.496094
	Iteration 165Q: 3 clusters Score -9290122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -9290129.000000 Penalty: 5362.496094
	Iteration 166Q: 3 clusters Score -9290129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -9290139.000000 Penalty: 5362.496094
	Iteration 167Q: 3 clusters Score -9290139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -9290135.000000 Penalty: 5362.496094
	Iteration 168Q: 3 clusters Score -9290135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -9290140.000000 Penalty: 5362.496094
	Iteration 169Q: 3 clusters Score -9290140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -9290150.000000 Penalty: 5362.496094
	Iteration 170Q: 3 clusters Score -9290150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -9290152.000000 Penalty: 5362.496094
	Iteration 171Q: 3 clusters Score -9290152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -9290161.000000 Penalty: 5362.496094
	Iteration 172Q: 3 clusters Score -9290161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -9290161.000000 Penalty: 5362.496094
	Iteration 173Q: 3 clusters Score -9290161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -9290158.000000 Penalty: 5362.496094
	Iteration 174Q: 3 clusters Score -9290158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -9290164.000000 Penalty: 5362.496094
	Iteration 175Q: 3 clusters Score -9290164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -9290163.000000 Penalty: 5362.496094
	Iteration 176Q: 3 clusters Score -9290163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -9290163.000000 Penalty: 5362.496094
	Iteration 177F: 3 clusters Score -9290163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Entering Unmasked Estep 
Score: -918428.437500 Penalty: 2109.971680
	Iteration 0F: 2 clusters Score -918428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -913876.312500 Penalty: 4219.943359
	Iteration 0F: 3 clusters Score -913876.3 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -914933.312500 Penalty: 4219.943359
	Iteration 1F: 3 clusters Score -914933.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -915134.875000 Penalty: 4219.943359
	Iteration 2F: 3 clusters Score -915134.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -915282.500000 Penalty: 4219.943359
	Iteration 3Q: 3 clusters Score -915282.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -915396.625000 Penalty: 4219.943359
	Iteration 4Q: 3 clusters Score -915396.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -915494.500000 Penalty: 4219.943359
	Iteration 5Q: 3 clusters Score -915494.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -915597.250000 Penalty: 4219.943359
	Iteration 6Q: 3 clusters Score -915597.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -915707.500000 Penalty: 4219.943359
	Iteration 7Q: 3 clusters Score -915707.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -915835.062500 Penalty: 4219.943359
	Iteration 8Q: 3 clusters Score -915835.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -915941.937500 Penalty: 4219.943359
	Iteration 9Q: 3 clusters Score -915941.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -916045.875000 Penalty: 4219.943359
	Iteration 10Q: 3 clusters Score -916045.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -916137.437500 Penalty: 4219.943359
	Iteration 11Q: 3 clusters Score -916137.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -916235.437500 Penalty: 4219.943359
	Iteration 12Q: 3 clusters Score -916235.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -916350.062500 Penalty: 4219.943359
	Iteration 13Q: 3 clusters Score -916350.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -916470.687500 Penalty: 4219.943359
	Iteration 14Q: 3 clusters Score -916470.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -916599.062500 Penalty: 4219.943359
	Iteration 15Q: 3 clusters Score -916599.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -916686.750000 Penalty: 4219.943359
	Iteration 16Q: 3 clusters Score -916686.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -916780.500000 Penalty: 4219.943359
	Iteration 17Q: 3 clusters Score -916780.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -916845.562500 Penalty: 4219.943359
	Iteration 18Q: 3 clusters Score -916845.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -916889.562500 Penalty: 4219.943359
	Iteration 19Q: 3 clusters Score -916889.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -916922.375000 Penalty: 4219.943359
	Iteration 20F: 3 clusters Score -916922.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -916943.375000 Penalty: 4219.943359
	Iteration 21Q: 3 clusters Score -916943.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -916960.750000 Penalty: 4219.943359
	Iteration 22Q: 3 clusters Score -916960.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -916975.000000 Penalty: 4219.943359
	Iteration 23Q: 3 clusters Score -916975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -916986.562500 Penalty: 4219.943359
	Iteration 24Q: 3 clusters Score -916986.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -916993.250000 Penalty: 4219.943359
	Iteration 25Q: 3 clusters Score -916993.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -916998.562500 Penalty: 4219.943359
	Iteration 26Q: 3 clusters Score -916998.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -917000.625000 Penalty: 4219.943359
	Iteration 27Q: 3 clusters Score -917000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -917002.187500 Penalty: 4219.943359
	Iteration 28Q: 3 clusters Score -917002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -917005.187500 Penalty: 4219.943359
	Iteration 29Q: 3 clusters Score -917005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -917004.937500 Penalty: 4219.943359
	Iteration 30Q: 3 clusters Score -917004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -917004.625000 Penalty: 4219.943359
	Iteration 31Q: 3 clusters Score -917004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -917004.625000 Penalty: 4219.943359
	Iteration 32F: 3 clusters Score -917004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -76694.625000 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -76694.62 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 267 members 
Entering Unmasked Estep 
Score: -75378.273438 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -75378.27 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75803.085938 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -75803.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76043.937500 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -76043.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76229.914062 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -76229.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76382.796875 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -76382.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76503.554688 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -76503.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76639.718750 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -76639.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76741.515625 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -76741.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76794.609375 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -76794.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76814.546875 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -76814.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76816.187500 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -76816.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76819.445312 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -76819.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76825.492188 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -76825.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76838.273438 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -76838.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76842.929688 Penalty: 3096.142822
	Iteration 14Q: 3 clusters Score -76842.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76842.929688 Penalty: 3096.142822
	Iteration 15F: 3 clusters Score -76842.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27584 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13114 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 53090 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 46537 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 40747 members 
Mstep: Class 12 contains 27131 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52070 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25999 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49920 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 49587 members 
Mstep: Class 21 contains 4954 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 35649 members 
Mstep: Class 24 contains 48608 members 
Mstep: Class 25 contains 14007 members 
Mstep: Class 26 contains 43778 members 
Mstep: Class 27 contains 8713 members 
Mstep: Class 28 contains 51148 members 
Mstep: Class 29 contains 317 members 
Entering Unmasked Estep 
Score: -110176872.000000 Penalty: 95718.617188
Splitting cluster 22 changes total score from -110178064.000000 to -110176872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (35649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Entering Unmasked Estep 
Score: -6628454.500000 Penalty: 2599.406250
	Iteration 0F: 2 clusters Score -6628454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -6604031.500000 Penalty: 5198.812500
	Iteration 0F: 3 clusters Score -6604032 nChanged 16231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -6613032.500000 Penalty: 5198.812500
	Iteration 1F: 3 clusters Score -6613032 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -6613423.000000 Penalty: 5198.812500
	Iteration 2Q: 3 clusters Score -6613423 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -6613788.000000 Penalty: 5198.812500
	Iteration 3Q: 3 clusters Score -6613788 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -6614166.000000 Penalty: 5198.812500
	Iteration 4Q: 3 clusters Score -6614166 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -6614666.500000 Penalty: 5198.812500
	Iteration 5Q: 3 clusters Score -6614666 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -6615359.000000 Penalty: 5198.812500
	Iteration 6Q: 3 clusters Score -6615359 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -6616599.500000 Penalty: 5198.812500
	Iteration 7F: 3 clusters Score -6616600 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -6618432.000000 Penalty: 5198.812500
	Iteration 8F: 3 clusters Score -6618432 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -6620956.500000 Penalty: 5198.812500
	Iteration 9F: 3 clusters Score -6620956 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6623419.000000 Penalty: 5198.812500
	Iteration 10F: 3 clusters Score -6623419 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6624987.500000 Penalty: 5198.812500
	Iteration 11Q: 3 clusters Score -6624988 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6625653.000000 Penalty: 5198.812500
	Iteration 12Q: 3 clusters Score -6625653 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6625889.000000 Penalty: 5198.812500
	Iteration 13Q: 3 clusters Score -6625889 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6625987.500000 Penalty: 5198.812500
	Iteration 14Q: 3 clusters Score -6625988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6626046.000000 Penalty: 5198.812500
	Iteration 15Q: 3 clusters Score -6626046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6626076.500000 Penalty: 5198.812500
	Iteration 16Q: 3 clusters Score -6626076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6626099.000000 Penalty: 5198.812500
	Iteration 17Q: 3 clusters Score -6626099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6626108.500000 Penalty: 5198.812500
	Iteration 18Q: 3 clusters Score -6626108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6626116.000000 Penalty: 5198.812500
	Iteration 19Q: 3 clusters Score -6626116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6626119.000000 Penalty: 5198.812500
	Iteration 20F: 3 clusters Score -6626119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6626127.000000 Penalty: 5198.812500
	Iteration 21Q: 3 clusters Score -6626127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6626129.500000 Penalty: 5198.812500
	Iteration 22Q: 3 clusters Score -6626130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6626137.500000 Penalty: 5198.812500
	Iteration 23Q: 3 clusters Score -6626138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6626146.000000 Penalty: 5198.812500
	Iteration 24Q: 3 clusters Score -6626146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6626146.000000 Penalty: 5198.812500
	Iteration 25Q: 3 clusters Score -6626146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6626147.500000 Penalty: 5198.812500
	Iteration 26Q: 3 clusters Score -6626148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6626152.500000 Penalty: 5198.812500
	Iteration 27Q: 3 clusters Score -6626152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6626152.500000 Penalty: 5198.812500
	Iteration 28F: 3 clusters Score -6626152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Entering Unmasked Estep 
Score: -9036578.000000 Penalty: 2676.302734
	Iteration 0F: 2 clusters Score -9036578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -9004527.000000 Penalty: 5352.605469
	Iteration 0F: 3 clusters Score -9004527 nChanged 22433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -9016810.000000 Penalty: 5352.605469
	Iteration 1F: 3 clusters Score -9016810 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -9017370.000000 Penalty: 5352.605469
	Iteration 2Q: 3 clusters Score -9017370 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -9017989.000000 Penalty: 5352.605469
	Iteration 3Q: 3 clusters Score -9017989 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -9018808.000000 Penalty: 5352.605469
	Iteration 4Q: 3 clusters Score -9018808 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -9019900.000000 Penalty: 5352.605469
	Iteration 5Q: 3 clusters Score -9019900 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -9021542.000000 Penalty: 5352.605469
	Iteration 6F: 3 clusters Score -9021542 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -9024048.000000 Penalty: 5352.605469
	Iteration 7F: 3 clusters Score -9024048 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -9027142.000000 Penalty: 5352.605469
	Iteration 8F: 3 clusters Score -9027142 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -9030238.000000 Penalty: 5352.605469
	Iteration 9F: 3 clusters Score -9030238 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9032515.000000 Penalty: 5352.605469
	Iteration 10Q: 3 clusters Score -9032515 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9033554.000000 Penalty: 5352.605469
	Iteration 11Q: 3 clusters Score -9033554 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9033891.000000 Penalty: 5352.605469
	Iteration 12Q: 3 clusters Score -9033891 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9034065.000000 Penalty: 5352.605469
	Iteration 13Q: 3 clusters Score -9034065 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9034155.000000 Penalty: 5352.605469
	Iteration 14Q: 3 clusters Score -9034155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9034201.000000 Penalty: 5352.605469
	Iteration 15Q: 3 clusters Score -9034201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9034235.000000 Penalty: 5352.605469
	Iteration 16Q: 3 clusters Score -9034235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9034248.000000 Penalty: 5352.605469
	Iteration 17Q: 3 clusters Score -9034248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9034258.000000 Penalty: 5352.605469
	Iteration 18Q: 3 clusters Score -9034258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9034269.000000 Penalty: 5352.605469
	Iteration 19Q: 3 clusters Score -9034269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9034278.000000 Penalty: 5352.605469
	Iteration 20F: 3 clusters Score -9034278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9034279.000000 Penalty: 5352.605469
	Iteration 21Q: 3 clusters Score -9034279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9034282.000000 Penalty: 5352.605469
	Iteration 22Q: 3 clusters Score -9034282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9034286.000000 Penalty: 5352.605469
	Iteration 23Q: 3 clusters Score -9034286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9034286.000000 Penalty: 5352.605469
	Iteration 24F: 3 clusters Score -9034286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Entering Unmasked Estep 
Score: -2639810.000000 Penalty: 2367.733643
	Iteration 0F: 2 clusters Score -2639810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2629577.000000 Penalty: 4735.467285
	Iteration 0F: 3 clusters Score -2629577 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2632710.250000 Penalty: 4735.467285
	Iteration 1F: 3 clusters Score -2632710 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2633020.250000 Penalty: 4735.467285
	Iteration 2F: 3 clusters Score -2633020 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2633234.250000 Penalty: 4735.467285
	Iteration 3Q: 3 clusters Score -2633234 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2633400.750000 Penalty: 4735.467285
	Iteration 4Q: 3 clusters Score -2633401 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2633510.750000 Penalty: 4735.467285
	Iteration 5Q: 3 clusters Score -2633511 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2633616.250000 Penalty: 4735.467285
	Iteration 6Q: 3 clusters Score -2633616 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2633714.250000 Penalty: 4735.467285
	Iteration 7Q: 3 clusters Score -2633714 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2633829.000000 Penalty: 4735.467285
	Iteration 8Q: 3 clusters Score -2633829 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2633945.000000 Penalty: 4735.467285
	Iteration 9Q: 3 clusters Score -2633945 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2634087.500000 Penalty: 4735.467285
	Iteration 10Q: 3 clusters Score -2634088 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2634264.000000 Penalty: 4735.467285
	Iteration 11Q: 3 clusters Score -2634264 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2634482.250000 Penalty: 4735.467285
	Iteration 12Q: 3 clusters Score -2634482 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2634777.000000 Penalty: 4735.467285
	Iteration 13Q: 3 clusters Score -2634777 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2635189.500000 Penalty: 4735.467285
	Iteration 14Q: 3 clusters Score -2635190 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2635679.750000 Penalty: 4735.467285
	Iteration 15Q: 3 clusters Score -2635680 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2636173.750000 Penalty: 4735.467285
	Iteration 16Q: 3 clusters Score -2636174 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2636669.250000 Penalty: 4735.467285
	Iteration 17Q: 3 clusters Score -2636669 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2637030.250000 Penalty: 4735.467285
	Iteration 18Q: 3 clusters Score -2637030 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2637274.500000 Penalty: 4735.467285
	Iteration 19Q: 3 clusters Score -2637274 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2637447.500000 Penalty: 4735.467285
	Iteration 20F: 3 clusters Score -2637448 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2637529.250000 Penalty: 4735.467285
	Iteration 21Q: 3 clusters Score -2637529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2637604.750000 Penalty: 4735.467285
	Iteration 22Q: 3 clusters Score -2637605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2637651.000000 Penalty: 4735.467285
	Iteration 23Q: 3 clusters Score -2637651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2637675.250000 Penalty: 4735.467285
	Iteration 24Q: 3 clusters Score -2637675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2637697.000000 Penalty: 4735.467285
	Iteration 25Q: 3 clusters Score -2637697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2637722.250000 Penalty: 4735.467285
	Iteration 26Q: 3 clusters Score -2637722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2637737.000000 Penalty: 4735.467285
	Iteration 27Q: 3 clusters Score -2637737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2637748.250000 Penalty: 4735.467285
	Iteration 28Q: 3 clusters Score -2637748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2637751.250000 Penalty: 4735.467285
	Iteration 29Q: 3 clusters Score -2637751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2637755.250000 Penalty: 4735.467285
	Iteration 30Q: 3 clusters Score -2637755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2637756.750000 Penalty: 4735.467285
	Iteration 31Q: 3 clusters Score -2637757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2637756.000000 Penalty: 4735.467285
	Iteration 32Q: 3 clusters Score -2637756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2637756.000000 Penalty: 4735.467285
	Iteration 33F: 3 clusters Score -2637756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Entering Unmasked Estep 
Score: -8137882.000000 Penalty: 2650.347900
	Iteration 0F: 2 clusters Score -8137882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -8108609.000000 Penalty: 5300.695801
	Iteration 0F: 3 clusters Score -8108609 nChanged 20014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -8119559.500000 Penalty: 5300.695801
	Iteration 1F: 3 clusters Score -8119560 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -8120066.000000 Penalty: 5300.695801
	Iteration 2Q: 3 clusters Score -8120066 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -8120609.500000 Penalty: 5300.695801
	Iteration 3Q: 3 clusters Score -8120610 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -8121239.500000 Penalty: 5300.695801
	Iteration 4Q: 3 clusters Score -8121240 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -8122076.000000 Penalty: 5300.695801
	Iteration 5Q: 3 clusters Score -8122076 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -8123144.500000 Penalty: 5300.695801
	Iteration 6Q: 3 clusters Score -8123144 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -8124649.500000 Penalty: 5300.695801
	Iteration 7F: 3 clusters Score -8124650 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -8126808.000000 Penalty: 5300.695801
	Iteration 8F: 3 clusters Score -8126808 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -8129210.000000 Penalty: 5300.695801
	Iteration 9F: 3 clusters Score -8129210 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -8131369.500000 Penalty: 5300.695801
	Iteration 10F: 3 clusters Score -8131370 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -8132881.500000 Penalty: 5300.695801
	Iteration 11Q: 3 clusters Score -8132882 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8133752.500000 Penalty: 5300.695801
	Iteration 12Q: 3 clusters Score -8133752 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8134348.500000 Penalty: 5300.695801
	Iteration 13Q: 3 clusters Score -8134348 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8134731.000000 Penalty: 5300.695801
	Iteration 14Q: 3 clusters Score -8134731 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8134984.000000 Penalty: 5300.695801
	Iteration 15Q: 3 clusters Score -8134984 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8135163.500000 Penalty: 5300.695801
	Iteration 16Q: 3 clusters Score -8135164 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8135273.000000 Penalty: 5300.695801
	Iteration 17Q: 3 clusters Score -8135273 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8135353.500000 Penalty: 5300.695801
	Iteration 18Q: 3 clusters Score -8135354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8135404.500000 Penalty: 5300.695801
	Iteration 19Q: 3 clusters Score -8135404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8135448.500000 Penalty: 5300.695801
	Iteration 20F: 3 clusters Score -8135448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8135470.000000 Penalty: 5300.695801
	Iteration 21Q: 3 clusters Score -8135470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8135496.500000 Penalty: 5300.695801
	Iteration 22Q: 3 clusters Score -8135496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8135505.000000 Penalty: 5300.695801
	Iteration 23Q: 3 clusters Score -8135505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8135535.000000 Penalty: 5300.695801
	Iteration 24Q: 3 clusters Score -8135535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8135544.500000 Penalty: 5300.695801
	Iteration 25Q: 3 clusters Score -8135544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8135546.500000 Penalty: 5300.695801
	Iteration 26Q: 3 clusters Score -8135546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8135562.000000 Penalty: 5300.695801
	Iteration 27Q: 3 clusters Score -8135562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8135571.500000 Penalty: 5300.695801
	Iteration 28Q: 3 clusters Score -8135572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8135570.500000 Penalty: 5300.695801
	Iteration 29Q: 3 clusters Score -8135570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8135578.000000 Penalty: 5300.695801
	Iteration 30Q: 3 clusters Score -8135578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8135593.000000 Penalty: 5300.695801
	Iteration 31Q: 3 clusters Score -8135593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8135604.500000 Penalty: 5300.695801
	Iteration 32Q: 3 clusters Score -8135604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8135606.000000 Penalty: 5300.695801
	Iteration 33Q: 3 clusters Score -8135606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8135618.500000 Penalty: 5300.695801
	Iteration 34Q: 3 clusters Score -8135618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8135621.500000 Penalty: 5300.695801
	Iteration 35Q: 3 clusters Score -8135622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8135615.000000 Penalty: 5300.695801
	Iteration 36Q: 3 clusters Score -8135615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8135615.500000 Penalty: 5300.695801
	Iteration 37Q: 3 clusters Score -8135616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8135627.000000 Penalty: 5300.695801
	Iteration 38Q: 3 clusters Score -8135627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8135630.500000 Penalty: 5300.695801
	Iteration 39Q: 3 clusters Score -8135630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8135638.000000 Penalty: 5300.695801
	Iteration 40F: 3 clusters Score -8135638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8135639.500000 Penalty: 5300.695801
	Iteration 41Q: 3 clusters Score -8135640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8135634.500000 Penalty: 5300.695801
	Iteration 42Q: 3 clusters Score -8135634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8135642.000000 Penalty: 5300.695801
	Iteration 43Q: 3 clusters Score -8135642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8135644.000000 Penalty: 5300.695801
	Iteration 44Q: 3 clusters Score -8135644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8135648.500000 Penalty: 5300.695801
	Iteration 45Q: 3 clusters Score -8135648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8135652.000000 Penalty: 5300.695801
	Iteration 46Q: 3 clusters Score -8135652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8135655.500000 Penalty: 5300.695801
	Iteration 47Q: 3 clusters Score -8135656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8135658.500000 Penalty: 5300.695801
	Iteration 48Q: 3 clusters Score -8135658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8135664.000000 Penalty: 5300.695801
	Iteration 49Q: 3 clusters Score -8135664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8135660.000000 Penalty: 5300.695801
	Iteration 50Q: 3 clusters Score -8135660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8135665.000000 Penalty: 5300.695801
	Iteration 51Q: 3 clusters Score -8135665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8135667.500000 Penalty: 5300.695801
	Iteration 52Q: 3 clusters Score -8135668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8135666.500000 Penalty: 5300.695801
	Iteration 53Q: 3 clusters Score -8135666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8135669.000000 Penalty: 5300.695801
	Iteration 54Q: 3 clusters Score -8135669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8135664.500000 Penalty: 5300.695801
	Iteration 55Q: 3 clusters Score -8135664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8135671.500000 Penalty: 5300.695801
	Iteration 56Q: 3 clusters Score -8135672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8135671.500000 Penalty: 5300.695801
	Iteration 57F: 3 clusters Score -8135672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -1616287.250000 Penalty: 2249.997803
	Iteration 0F: 2 clusters Score -1616287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1609454.375000 Penalty: 4499.995605
	Iteration 0F: 3 clusters Score -1609454 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1611365.875000 Penalty: 4499.995605
	Iteration 1F: 3 clusters Score -1611366 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1611669.500000 Penalty: 4499.995605
	Iteration 2F: 3 clusters Score -1611670 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1611994.625000 Penalty: 4499.995605
	Iteration 3F: 3 clusters Score -1611995 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1612296.250000 Penalty: 4499.995605
	Iteration 4F: 3 clusters Score -1612296 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1612554.250000 Penalty: 4499.995605
	Iteration 5Q: 3 clusters Score -1612554 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1612835.125000 Penalty: 4499.995605
	Iteration 6Q: 3 clusters Score -1612835 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1613142.875000 Penalty: 4499.995605
	Iteration 7F: 3 clusters Score -1613143 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1613512.375000 Penalty: 4499.995605
	Iteration 8F: 3 clusters Score -1613512 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1613870.250000 Penalty: 4499.995605
	Iteration 9F: 3 clusters Score -1613870 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1614198.750000 Penalty: 4499.995605
	Iteration 10Q: 3 clusters Score -1614199 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1614452.000000 Penalty: 4499.995605
	Iteration 11Q: 3 clusters Score -1614452 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1614603.625000 Penalty: 4499.995605
	Iteration 12Q: 3 clusters Score -1614604 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1614699.875000 Penalty: 4499.995605
	Iteration 13Q: 3 clusters Score -1614700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1614777.250000 Penalty: 4499.995605
	Iteration 14Q: 3 clusters Score -1614777 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1614826.750000 Penalty: 4499.995605
	Iteration 15Q: 3 clusters Score -1614827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1614863.000000 Penalty: 4499.995605
	Iteration 16Q: 3 clusters Score -1614863 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1614885.375000 Penalty: 4499.995605
	Iteration 17Q: 3 clusters Score -1614885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1614897.000000 Penalty: 4499.995605
	Iteration 18Q: 3 clusters Score -1614897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1614904.875000 Penalty: 4499.995605
	Iteration 19Q: 3 clusters Score -1614905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1614914.625000 Penalty: 4499.995605
	Iteration 20F: 3 clusters Score -1614915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1614919.500000 Penalty: 4499.995605
	Iteration 21Q: 3 clusters Score -1614920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1614921.250000 Penalty: 4499.995605
	Iteration 22Q: 3 clusters Score -1614921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1614922.125000 Penalty: 4499.995605
	Iteration 23Q: 3 clusters Score -1614922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1614925.875000 Penalty: 4499.995605
	Iteration 24Q: 3 clusters Score -1614926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1614927.000000 Penalty: 4499.995605
	Iteration 25Q: 3 clusters Score -1614927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1614926.375000 Penalty: 4499.995605
	Iteration 26Q: 3 clusters Score -1614926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1614927.000000 Penalty: 4499.995605
	Iteration 27Q: 3 clusters Score -1614927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1614929.000000 Penalty: 4499.995605
	Iteration 28Q: 3 clusters Score -1614929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1614928.750000 Penalty: 4499.995605
	Iteration 29Q: 3 clusters Score -1614929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1614927.375000 Penalty: 4499.995605
	Iteration 30Q: 3 clusters Score -1614927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1614930.125000 Penalty: 4499.995605
	Iteration 31Q: 3 clusters Score -1614930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1614934.625000 Penalty: 4499.995605
	Iteration 32Q: 3 clusters Score -1614935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1614936.000000 Penalty: 4499.995605
	Iteration 33Q: 3 clusters Score -1614936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1614936.000000 Penalty: 4499.995605
	Iteration 34Q: 3 clusters Score -1614936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1614935.500000 Penalty: 4499.995605
	Iteration 35Q: 3 clusters Score -1614936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1614936.000000 Penalty: 4499.995605
	Iteration 36Q: 3 clusters Score -1614936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1614936.000000 Penalty: 4499.995605
	Iteration 37F: 3 clusters Score -1614936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (51148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Entering Unmasked Estep 
Score: -9590912.000000 Penalty: 2688.934814
	Iteration 0F: 2 clusters Score -9590912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -9558677.000000 Penalty: 5377.869629
	Iteration 0F: 3 clusters Score -9558677 nChanged 23709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -9572251.000000 Penalty: 5377.869629
	Iteration 1F: 3 clusters Score -9572251 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -9572697.000000 Penalty: 5377.869629
	Iteration 2Q: 3 clusters Score -9572697 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -9573215.000000 Penalty: 5377.869629
	Iteration 3Q: 3 clusters Score -9573215 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -9573749.000000 Penalty: 5377.869629
	Iteration 4Q: 3 clusters Score -9573749 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -9574457.000000 Penalty: 5377.869629
	Iteration 5Q: 3 clusters Score -9574457 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -9575342.000000 Penalty: 5377.869629
	Iteration 6Q: 3 clusters Score -9575342 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -9576484.000000 Penalty: 5377.869629
	Iteration 7Q: 3 clusters Score -9576484 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -9578128.000000 Penalty: 5377.869629
	Iteration 8F: 3 clusters Score -9578128 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -9580344.000000 Penalty: 5377.869629
	Iteration 9F: 3 clusters Score -9580344 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -9582658.000000 Penalty: 5377.869629
	Iteration 10F: 3 clusters Score -9582658 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -9584729.000000 Penalty: 5377.869629
	Iteration 11F: 3 clusters Score -9584729 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -9586352.000000 Penalty: 5377.869629
	Iteration 12Q: 3 clusters Score -9586352 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -9587274.000000 Penalty: 5377.869629
	Iteration 13Q: 3 clusters Score -9587274 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -9587846.000000 Penalty: 5377.869629
	Iteration 14Q: 3 clusters Score -9587846 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -9588125.000000 Penalty: 5377.869629
	Iteration 15Q: 3 clusters Score -9588125 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -9588295.000000 Penalty: 5377.869629
	Iteration 16Q: 3 clusters Score -9588295 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -9588416.000000 Penalty: 5377.869629
	Iteration 17Q: 3 clusters Score -9588416 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -9588502.000000 Penalty: 5377.869629
	Iteration 18Q: 3 clusters Score -9588502 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -9588558.000000 Penalty: 5377.869629
	Iteration 19Q: 3 clusters Score -9588558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -9588562.000000 Penalty: 5377.869629
	Iteration 20F: 3 clusters Score -9588562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -9588612.000000 Penalty: 5377.869629
	Iteration 21Q: 3 clusters Score -9588612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -9588627.000000 Penalty: 5377.869629
	Iteration 22Q: 3 clusters Score -9588627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -9588649.000000 Penalty: 5377.869629
	Iteration 23Q: 3 clusters Score -9588649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -9588681.000000 Penalty: 5377.869629
	Iteration 24Q: 3 clusters Score -9588681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -9588683.000000 Penalty: 5377.869629
	Iteration 25Q: 3 clusters Score -9588683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -9588694.000000 Penalty: 5377.869629
	Iteration 26Q: 3 clusters Score -9588694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -9588718.000000 Penalty: 5377.869629
	Iteration 27Q: 3 clusters Score -9588718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -9588712.000000 Penalty: 5377.869629
	Iteration 28Q: 3 clusters Score -9588712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -9588726.000000 Penalty: 5377.869629
	Iteration 29Q: 3 clusters Score -9588726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -9588728.000000 Penalty: 5377.869629
	Iteration 30Q: 3 clusters Score -9588728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -9588735.000000 Penalty: 5377.869629
	Iteration 31Q: 3 clusters Score -9588735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -9588732.000000 Penalty: 5377.869629
	Iteration 32Q: 3 clusters Score -9588732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -9588739.000000 Penalty: 5377.869629
	Iteration 33Q: 3 clusters Score -9588739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -9588735.000000 Penalty: 5377.869629
	Iteration 34Q: 3 clusters Score -9588735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -9588740.000000 Penalty: 5377.869629
	Iteration 35Q: 3 clusters Score -9588740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -9588738.000000 Penalty: 5377.869629
	Iteration 36Q: 3 clusters Score -9588738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -9588738.000000 Penalty: 5377.869629
	Iteration 37F: 3 clusters Score -9588738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27584 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13114 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 53090 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 46537 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 40747 members 
Mstep: Class 12 contains 27131 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52070 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25999 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49920 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 49587 members 
Mstep: Class 21 contains 4954 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 35649 members 
Mstep: Class 24 contains 48608 members 
Mstep: Class 25 contains 14007 members 
Mstep: Class 26 contains 43778 members 
Mstep: Class 27 contains 8713 members 
Mstep: Class 28 contains 51148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178592.000000 Penalty: 92417.976562
Iteration 159Q: 29 clusters Score -1.101786e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27997 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13101 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 53393 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 46173 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 40801 members 
Mstep: Class 12 contains 27129 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52164 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25898 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49907 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 49306 members 
Mstep: Class 21 contains 4959 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 35310 members 
Mstep: Class 24 contains 48604 members 
Mstep: Class 25 contains 14058 members 
Mstep: Class 26 contains 43889 members 
Mstep: Class 27 contains 8726 members 
Mstep: Class 28 contains 51216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178760.000000 Penalty: 92417.976562
Iteration 160F: 29 clusters Score -1.101788e+08 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28365 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13091 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 53631 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 45868 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 40868 members 
Mstep: Class 12 contains 27146 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52229 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25792 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49870 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 49131 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 34967 members 
Mstep: Class 24 contains 48596 members 
Mstep: Class 25 contains 14094 members 
Mstep: Class 26 contains 44052 members 
Mstep: Class 27 contains 8736 members 
Mstep: Class 28 contains 51213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178552.000000 Penalty: 92417.976562
Iteration 161Q: 29 clusters Score -1.101786e+08 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28763 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13064 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 53850 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 45539 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 40899 members 
Mstep: Class 12 contains 27150 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52322 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25698 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49862 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 49004 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 34675 members 
Mstep: Class 24 contains 48543 members 
Mstep: Class 25 contains 14114 members 
Mstep: Class 26 contains 44214 members 
Mstep: Class 27 contains 8757 members 
Mstep: Class 28 contains 51176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178608.000000 Penalty: 92417.976562
Iteration 162Q: 29 clusters Score -1.101786e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 29167 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13041 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 54027 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 45227 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 11 contains 40972 members 
Mstep: Class 12 contains 27157 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52381 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25612 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49874 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 48912 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 34369 members 
Mstep: Class 24 contains 48512 members 
Mstep: Class 25 contains 14145 members 
Mstep: Class 26 contains 44355 members 
Mstep: Class 27 contains 8773 members 
Mstep: Class 28 contains 51093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178448.000000 Penalty: 92417.976562
Iteration 163Q: 29 clusters Score -1.101784e+08 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29659 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 13023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54192 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 44993 members 
Mstep: Class 10 contains 2435 members 
Mstep: Class 11 contains 41099 members 
Mstep: Class 12 contains 27169 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52403 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25524 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49896 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 48778 members 
Mstep: Class 21 contains 4973 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 34008 members 
Mstep: Class 24 contains 48490 members 
Mstep: Class 25 contains 14175 members 
Mstep: Class 26 contains 44472 members 
Mstep: Class 27 contains 8798 members 
Mstep: Class 28 contains 50931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178592.000000 Penalty: 92417.976562
Iteration 164Q: 29 clusters Score -1.101786e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 30165 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12999 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54336 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 44774 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 41283 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52439 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25435 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49926 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 48636 members 
Mstep: Class 21 contains 4972 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 33622 members 
Mstep: Class 24 contains 48472 members 
Mstep: Class 25 contains 14191 members 
Mstep: Class 26 contains 44618 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 50715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178856.000000 Penalty: 92417.976562
Iteration 165Q: 29 clusters Score -1.101789e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 30676 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12976 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54406 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 44492 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 41497 members 
Mstep: Class 12 contains 27156 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52470 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25371 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49950 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 48534 members 
Mstep: Class 21 contains 4970 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 33248 members 
Mstep: Class 24 contains 48439 members 
Mstep: Class 25 contains 14204 members 
Mstep: Class 26 contains 44754 members 
Mstep: Class 27 contains 8868 members 
Mstep: Class 28 contains 50546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179280.000000 Penalty: 92417.976562
Iteration 166Q: 29 clusters Score -1.101793e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 31174 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12944 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54485 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 44181 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 41790 members 
Mstep: Class 12 contains 27148 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52419 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25290 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49980 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 48398 members 
Mstep: Class 21 contains 4971 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 32932 members 
Mstep: Class 24 contains 48448 members 
Mstep: Class 25 contains 14220 members 
Mstep: Class 26 contains 44908 members 
Mstep: Class 27 contains 8897 members 
Mstep: Class 28 contains 50354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179504.000000 Penalty: 92417.976562
Iteration 167Q: 29 clusters Score -1.101795e+08 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 31708 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12929 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54489 members 
Mstep: Class 7 contains 2200 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 43873 members 
Mstep: Class 10 contains 2484 members 
Mstep: Class 11 contains 42097 members 
Mstep: Class 12 contains 27133 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52381 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 25211 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50014 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 48230 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 32651 members 
Mstep: Class 24 contains 48441 members 
Mstep: Class 25 contains 14240 members 
Mstep: Class 26 contains 45036 members 
Mstep: Class 27 contains 8937 members 
Mstep: Class 28 contains 50188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179808.000000 Penalty: 92417.976562
Iteration 168Q: 29 clusters Score -1.101798e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 32223 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12903 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54460 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 43470 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 42524 members 
Mstep: Class 12 contains 27114 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52363 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 25144 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50029 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 48104 members 
Mstep: Class 21 contains 4971 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 32369 members 
Mstep: Class 24 contains 48450 members 
Mstep: Class 25 contains 14254 members 
Mstep: Class 26 contains 45150 members 
Mstep: Class 27 contains 8983 members 
Mstep: Class 28 contains 50007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180184.000000 Penalty: 92417.976562
Iteration 169Q: 29 clusters Score -1.101802e+08 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 32795 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12858 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54399 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 43065 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 42979 members 
Mstep: Class 12 contains 27108 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52335 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 25081 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50032 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 47996 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 32057 members 
Mstep: Class 24 contains 48485 members 
Mstep: Class 25 contains 14260 members 
Mstep: Class 26 contains 45235 members 
Mstep: Class 27 contains 9010 members 
Mstep: Class 28 contains 49839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180400.000000 Penalty: 92417.976562
Iteration 170Q: 29 clusters Score -1.101804e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33472 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12824 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54346 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 42542 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 43466 members 
Mstep: Class 12 contains 27091 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52321 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 24995 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 47882 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 31724 members 
Mstep: Class 24 contains 48530 members 
Mstep: Class 25 contains 14283 members 
Mstep: Class 26 contains 45279 members 
Mstep: Class 27 contains 9034 members 
Mstep: Class 28 contains 49690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180672.000000 Penalty: 92417.976562
Iteration 171Q: 29 clusters Score -1.101807e+08 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 34199 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12811 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54243 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 41927 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 43993 members 
Mstep: Class 12 contains 27086 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52282 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 24913 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 47772 members 
Mstep: Class 21 contains 4961 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 31455 members 
Mstep: Class 24 contains 48566 members 
Mstep: Class 25 contains 14328 members 
Mstep: Class 26 contains 45311 members 
Mstep: Class 27 contains 9054 members 
Mstep: Class 28 contains 49526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181224.000000 Penalty: 92417.976562
Iteration 172Q: 29 clusters Score -1.101812e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 35061 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12775 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54159 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 41222 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 44457 members 
Mstep: Class 12 contains 27071 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52207 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 24832 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 47683 members 
Mstep: Class 21 contains 4961 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 31210 members 
Mstep: Class 24 contains 48581 members 
Mstep: Class 25 contains 14401 members 
Mstep: Class 26 contains 45315 members 
Mstep: Class 27 contains 9073 members 
Mstep: Class 28 contains 49403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181744.000000 Penalty: 92417.976562
Iteration 173Q: 29 clusters Score -1.101817e+08 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 36075 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12740 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54085 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 40415 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 44836 members 
Mstep: Class 12 contains 27062 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52160 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 24750 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50024 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 47621 members 
Mstep: Class 21 contains 4959 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 48561 members 
Mstep: Class 25 contains 14474 members 
Mstep: Class 26 contains 45290 members 
Mstep: Class 27 contains 9105 members 
Mstep: Class 28 contains 49330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181960.000000 Penalty: 92417.976562
Iteration 174Q: 29 clusters Score -1.10182e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37205 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12716 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 54028 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 39544 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 45161 members 
Mstep: Class 12 contains 27063 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52100 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 24665 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 50006 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 47503 members 
Mstep: Class 21 contains 4954 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 30791 members 
Mstep: Class 24 contains 48569 members 
Mstep: Class 25 contains 14543 members 
Mstep: Class 26 contains 45243 members 
Mstep: Class 27 contains 9129 members 
Mstep: Class 28 contains 49215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182032.000000 Penalty: 92417.976562
Iteration 175Q: 29 clusters Score -1.10182e+08 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 38444 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12689 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 53922 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 38679 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 45405 members 
Mstep: Class 12 contains 27056 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51987 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 24569 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49951 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 47404 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 30708 members 
Mstep: Class 24 contains 48589 members 
Mstep: Class 25 contains 14603 members 
Mstep: Class 26 contains 45213 members 
Mstep: Class 27 contains 9153 members 
Mstep: Class 28 contains 49095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182272.000000 Penalty: 92417.976562
Iteration 176Q: 29 clusters Score -1.101823e+08 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 39725 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12671 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 53784 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 37797 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 45560 members 
Mstep: Class 12 contains 27056 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51913 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 24459 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49899 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 47336 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 30618 members 
Mstep: Class 24 contains 48636 members 
Mstep: Class 25 contains 14638 members 
Mstep: Class 26 contains 45167 members 
Mstep: Class 27 contains 9177 members 
Mstep: Class 28 contains 49021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182744.000000 Penalty: 92417.976562
Iteration 177Q: 29 clusters Score -1.101827e+08 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 40914 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 53655 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 36883 members 
Mstep: Class 10 contains 2617 members 
Mstep: Class 11 contains 45672 members 
Mstep: Class 12 contains 27050 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51895 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 24332 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49879 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 47328 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 30571 members 
Mstep: Class 24 contains 48680 members 
Mstep: Class 25 contains 14661 members 
Mstep: Class 26 contains 45145 members 
Mstep: Class 27 contains 9202 members 
Mstep: Class 28 contains 48911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183336.000000 Penalty: 92417.976562
Iteration 178Q: 29 clusters Score -1.101833e+08 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 42017 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12658 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 53585 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 35981 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 45746 members 
Mstep: Class 12 contains 27040 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51863 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 24214 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49825 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 47389 members 
Mstep: Class 21 contains 4958 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 30619 members 
Mstep: Class 24 contains 48726 members 
Mstep: Class 25 contains 14684 members 
Mstep: Class 26 contains 45076 members 
Mstep: Class 27 contains 9215 members 
Mstep: Class 28 contains 48796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183800.000000 Penalty: 92417.976562
Iteration 179Q: 29 clusters Score -1.101838e+08 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43117 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 53488 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 35084 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 45759 members 
Mstep: Class 12 contains 27035 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51844 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 24079 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49742 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 47420 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 30750 members 
Mstep: Class 24 contains 48744 members 
Mstep: Class 25 contains 14716 members 
Mstep: Class 26 contains 45035 members 
Mstep: Class 27 contains 9239 members 
Mstep: Class 28 contains 48715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184280.000000 Penalty: 92417.976562
Iteration 180F: 29 clusters Score -1.101843e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44221 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12618 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 53408 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 34140 members 
Mstep: Class 10 contains 2653 members 
Mstep: Class 11 contains 45750 members 
Mstep: Class 12 contains 27027 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51787 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23959 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49667 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 47500 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 30920 members 
Mstep: Class 24 contains 48786 members 
Mstep: Class 25 contains 14759 members 
Mstep: Class 26 contains 44973 members 
Mstep: Class 27 contains 9262 members 
Mstep: Class 28 contains 48614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184664.000000 Penalty: 92417.976562
Iteration 181Q: 29 clusters Score -1.101847e+08 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 45213 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12609 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 53365 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 33274 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 45673 members 
Mstep: Class 12 contains 27018 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51735 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23855 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49600 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 47662 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 31070 members 
Mstep: Class 24 contains 48802 members 
Mstep: Class 25 contains 14810 members 
Mstep: Class 26 contains 44898 members 
Mstep: Class 27 contains 9288 members 
Mstep: Class 28 contains 48496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184728.000000 Penalty: 92417.976562
Iteration 182Q: 29 clusters Score -1.101847e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 46138 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12592 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 53353 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 32437 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 45494 members 
Mstep: Class 12 contains 27000 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51747 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23780 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49503 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 47908 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 31237 members 
Mstep: Class 24 contains 48824 members 
Mstep: Class 25 contains 14842 members 
Mstep: Class 26 contains 44810 members 
Mstep: Class 27 contains 9307 members 
Mstep: Class 28 contains 48382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184704.000000 Penalty: 92417.976562
Iteration 183Q: 29 clusters Score -1.101847e+08 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 46986 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12570 members 
Mstep: Class 5 contains 331 members 
Mstep: Class 6 contains 53324 members 
Mstep: Class 7 contains 2205 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 31665 members 
Mstep: Class 10 contains 2703 members 
Mstep: Class 11 contains 45155 members 
Mstep: Class 12 contains 26986 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51734 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23705 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49449 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 48219 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 31419 members 
Mstep: Class 24 contains 48848 members 
Mstep: Class 25 contains 14892 members 
Mstep: Class 26 contains 44723 members 
Mstep: Class 27 contains 9331 members 
Mstep: Class 28 contains 48325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184320.000000 Penalty: 92417.976562
Iteration 184Q: 29 clusters Score -1.101843e+08 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48046 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12535 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53324 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 30478 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 44699 members 
Mstep: Class 12 contains 26976 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51752 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23630 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49378 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 48521 members 
Mstep: Class 21 contains 4987 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 31903 members 
Mstep: Class 24 contains 48856 members 
Mstep: Class 25 contains 14922 members 
Mstep: Class 26 contains 44617 members 
Mstep: Class 27 contains 9354 members 
Mstep: Class 28 contains 48313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183824.000000 Penalty: 92417.976562
Iteration 185Q: 29 clusters Score -1.101838e+08 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 49476 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12500 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53336 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 28758 members 
Mstep: Class 10 contains 2748 members 
Mstep: Class 11 contains 44114 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51773 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23541 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49337 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 48803 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 32673 members 
Mstep: Class 24 contains 48820 members 
Mstep: Class 25 contains 14946 members 
Mstep: Class 26 contains 44517 members 
Mstep: Class 27 contains 9378 members 
Mstep: Class 28 contains 48336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182312.000000 Penalty: 92417.976562
Iteration 186Q: 29 clusters Score -1.101823e+08 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 51011 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12479 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53381 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 26581 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 43384 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51788 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23495 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49294 members 
Mstep: Class 19 contains 1103 members 
Mstep: Class 20 contains 49140 members 
Mstep: Class 21 contains 4997 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 33731 members 
Mstep: Class 24 contains 48815 members 
Mstep: Class 25 contains 15007 members 
Mstep: Class 26 contains 44431 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 48335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180128.000000 Penalty: 92417.976562
Iteration 187Q: 29 clusters Score -1.101801e+08 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 52427 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12502 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53441 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 23980 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 42677 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51794 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23472 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49325 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 49478 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 35090 members 
Mstep: Class 24 contains 48827 members 
Mstep: Class 25 contains 15080 members 
Mstep: Class 26 contains 44386 members 
Mstep: Class 27 contains 9427 members 
Mstep: Class 28 contains 48358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178672.000000 Penalty: 92417.976562
Iteration 188Q: 29 clusters Score -1.101787e+08 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 53116 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12558 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53543 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 21489 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 42279 members 
Mstep: Class 12 contains 26968 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51842 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23504 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49433 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 49743 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 36562 members 
Mstep: Class 24 contains 48846 members 
Mstep: Class 25 contains 15157 members 
Mstep: Class 26 contains 44344 members 
Mstep: Class 27 contains 9457 members 
Mstep: Class 28 contains 48371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177680.000000 Penalty: 92417.976562
Iteration 189Q: 29 clusters Score -1.101777e+08 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 52938 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12593 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53653 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 19476 members 
Mstep: Class 10 contains 2802 members 
Mstep: Class 11 contains 42106 members 
Mstep: Class 12 contains 26979 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51904 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23570 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49586 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 50066 members 
Mstep: Class 21 contains 5011 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 38032 members 
Mstep: Class 24 contains 48877 members 
Mstep: Class 25 contains 15225 members 
Mstep: Class 26 contains 44332 members 
Mstep: Class 27 contains 9482 members 
Mstep: Class 28 contains 48379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177568.000000 Penalty: 92417.976562
Iteration 190Q: 29 clusters Score -1.101776e+08 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 52252 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12621 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53770 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 17984 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 42080 members 
Mstep: Class 12 contains 26996 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51948 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23623 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49722 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 50312 members 
Mstep: Class 21 contains 5011 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 39575 members 
Mstep: Class 24 contains 48907 members 
Mstep: Class 25 contains 15310 members 
Mstep: Class 26 contains 44260 members 
Mstep: Class 27 contains 9506 members 
Mstep: Class 28 contains 48314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177840.000000 Penalty: 92417.976562
Iteration 191Q: 29 clusters Score -1.101778e+08 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 51491 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12624 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53827 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 16797 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 42147 members 
Mstep: Class 12 contains 27008 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51991 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23615 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49848 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 50467 members 
Mstep: Class 21 contains 5014 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 41071 members 
Mstep: Class 24 contains 48927 members 
Mstep: Class 25 contains 15397 members 
Mstep: Class 26 contains 44219 members 
Mstep: Class 27 contains 9523 members 
Mstep: Class 28 contains 48217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178232.000000 Penalty: 92417.976562
Iteration 192Q: 29 clusters Score -1.101782e+08 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 50877 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12649 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53840 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 15779 members 
Mstep: Class 10 contains 2830 members 
Mstep: Class 11 contains 42174 members 
Mstep: Class 12 contains 27023 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51988 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23609 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49925 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 50553 members 
Mstep: Class 21 contains 5019 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 42452 members 
Mstep: Class 24 contains 48919 members 
Mstep: Class 25 contains 15480 members 
Mstep: Class 26 contains 44192 members 
Mstep: Class 27 contains 9546 members 
Mstep: Class 28 contains 48155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178160.000000 Penalty: 92417.976562
Iteration 193Q: 29 clusters Score -1.101782e+08 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 50186 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12644 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53889 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 14996 members 
Mstep: Class 10 contains 2842 members 
Mstep: Class 11 contains 42160 members 
Mstep: Class 12 contains 27042 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51937 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23605 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49966 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 50561 members 
Mstep: Class 21 contains 5021 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 43833 members 
Mstep: Class 24 contains 48912 members 
Mstep: Class 25 contains 15597 members 
Mstep: Class 26 contains 44137 members 
Mstep: Class 27 contains 9566 members 
Mstep: Class 28 contains 48115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178856.000000 Penalty: 92417.976562
Iteration 194Q: 29 clusters Score -1.101789e+08 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 49510 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53935 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 14334 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 42126 members 
Mstep: Class 12 contains 27053 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51932 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23592 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49991 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 50501 members 
Mstep: Class 21 contains 5022 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 45173 members 
Mstep: Class 24 contains 48878 members 
Mstep: Class 25 contains 15704 members 
Mstep: Class 26 contains 44096 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 48067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179832.000000 Penalty: 92417.976562
Iteration 195Q: 29 clusters Score -1.101798e+08 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 49070 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12638 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53980 members 
Mstep: Class 7 contains 2209 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 13764 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 41955 members 
Mstep: Class 12 contains 27057 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51919 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23557 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49993 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 50515 members 
Mstep: Class 21 contains 5022 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 46250 members 
Mstep: Class 24 contains 48878 members 
Mstep: Class 25 contains 15810 members 
Mstep: Class 26 contains 44055 members 
Mstep: Class 27 contains 9598 members 
Mstep: Class 28 contains 48079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180584.000000 Penalty: 92417.976562
Iteration 196Q: 29 clusters Score -1.101806e+08 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48707 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12612 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54011 members 
Mstep: Class 7 contains 2210 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 13250 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 41757 members 
Mstep: Class 12 contains 27070 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51933 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 23518 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49989 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 50521 members 
Mstep: Class 21 contains 5021 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 47167 members 
Mstep: Class 24 contains 48917 members 
Mstep: Class 25 contains 15918 members 
Mstep: Class 26 contains 44014 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 48114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181504.000000 Penalty: 92417.976562
Iteration 197Q: 29 clusters Score -1.101815e+08 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48152 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12563 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53978 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 12758 members 
Mstep: Class 10 contains 2928 members 
Mstep: Class 11 contains 41556 members 
Mstep: Class 12 contains 27084 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51916 members 
Mstep: Class 15 contains 602 members 
Mstep: Class 16 contains 23463 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49997 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 50395 members 
Mstep: Class 21 contains 5022 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 48448 members 
Mstep: Class 24 contains 48970 members 
Mstep: Class 25 contains 15995 members 
Mstep: Class 26 contains 43999 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 48162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181856.000000 Penalty: 92417.976562
Iteration 198Q: 29 clusters Score -1.101819e+08 nChanged 3948
Entering ConstructFrom: 
Score: -110181856.000000 Penalty: 92417.976562
Entering ConstructFrom: 
Trying to split cluster 1 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -105677.585938 Penalty: 1591.349609
	Iteration 0F: 2 clusters Score -105677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -104059.843750 Penalty: 3182.699219
	Iteration 0F: 3 clusters Score -104059.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -104330.734375 Penalty: 3182.699219
	Iteration 1F: 3 clusters Score -104330.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -104460.968750 Penalty: 3182.699219
	Iteration 2F: 3 clusters Score -104461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -104534.328125 Penalty: 3182.699219
	Iteration 3Q: 3 clusters Score -104534.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104625.500000 Penalty: 3182.699219
	Iteration 4Q: 3 clusters Score -104625.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104713.750000 Penalty: 3182.699219
	Iteration 5Q: 3 clusters Score -104713.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104748.593750 Penalty: 3182.699219
	Iteration 6Q: 3 clusters Score -104748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104757.914062 Penalty: 3182.699219
	Iteration 7Q: 3 clusters Score -104757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -104760.015625 Penalty: 3182.699219
	Iteration 8Q: 3 clusters Score -104760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104761.890625 Penalty: 3182.699219
	Iteration 9Q: 3 clusters Score -104761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104764.085938 Penalty: 3182.699219
	Iteration 10Q: 3 clusters Score -104764.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104764.085938 Penalty: 3182.699219
	Iteration 11F: 3 clusters Score -104764.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Entering Unmasked Estep 
Score: -8889162.000000 Penalty: 2670.662598
	Iteration 0F: 2 clusters Score -8889162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -8858717.000000 Penalty: 5341.325195
	Iteration 0F: 3 clusters Score -8858717 nChanged 21980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -8870410.000000 Penalty: 5341.325195
	Iteration 1F: 3 clusters Score -8870410 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -8871007.000000 Penalty: 5341.325195
	Iteration 2Q: 3 clusters Score -8871007 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -8871622.000000 Penalty: 5341.325195
	Iteration 3Q: 3 clusters Score -8871622 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -8872316.000000 Penalty: 5341.325195
	Iteration 4Q: 3 clusters Score -8872316 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -8873297.000000 Penalty: 5341.325195
	Iteration 5Q: 3 clusters Score -8873297 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -8874956.000000 Penalty: 5341.325195
	Iteration 6F: 3 clusters Score -8874956 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8877430.000000 Penalty: 5341.325195
	Iteration 7F: 3 clusters Score -8877430 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -8880436.000000 Penalty: 5341.325195
	Iteration 8F: 3 clusters Score -8880436 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -8883226.000000 Penalty: 5341.325195
	Iteration 9F: 3 clusters Score -8883226 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -8885352.000000 Penalty: 5341.325195
	Iteration 10Q: 3 clusters Score -8885352 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -8886405.000000 Penalty: 5341.325195
	Iteration 11Q: 3 clusters Score -8886405 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -8886670.000000 Penalty: 5341.325195
	Iteration 12Q: 3 clusters Score -8886670 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -8886809.000000 Penalty: 5341.325195
	Iteration 13Q: 3 clusters Score -8886809 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -8886886.000000 Penalty: 5341.325195
	Iteration 14Q: 3 clusters Score -8886886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -8886942.000000 Penalty: 5341.325195
	Iteration 15Q: 3 clusters Score -8886942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -8886971.000000 Penalty: 5341.325195
	Iteration 16Q: 3 clusters Score -8886971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -8886993.000000 Penalty: 5341.325195
	Iteration 17Q: 3 clusters Score -8886993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -8887018.000000 Penalty: 5341.325195
	Iteration 18Q: 3 clusters Score -8887018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -8887021.000000 Penalty: 5341.325195
	Iteration 19Q: 3 clusters Score -8887021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -8887031.000000 Penalty: 5341.325195
	Iteration 20F: 3 clusters Score -8887031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -8887038.000000 Penalty: 5341.325195
	Iteration 21Q: 3 clusters Score -8887038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -8887047.000000 Penalty: 5341.325195
	Iteration 22Q: 3 clusters Score -8887047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -8887048.000000 Penalty: 5341.325195
	Iteration 23Q: 3 clusters Score -8887048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -8887058.000000 Penalty: 5341.325195
	Iteration 24Q: 3 clusters Score -8887058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -8887052.000000 Penalty: 5341.325195
	Iteration 25Q: 3 clusters Score -8887052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -8887052.000000 Penalty: 5341.325195
	Iteration 26Q: 3 clusters Score -8887052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -8887051.000000 Penalty: 5341.325195
	Iteration 27Q: 3 clusters Score -8887051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -8887049.000000 Penalty: 5341.325195
	Iteration 28Q: 3 clusters Score -8887049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -8887050.000000 Penalty: 5341.325195
	Iteration 29Q: 3 clusters Score -8887050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -8887057.000000 Penalty: 5341.325195
	Iteration 30Q: 3 clusters Score -8887057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -8887062.000000 Penalty: 5341.325195
	Iteration 31Q: 3 clusters Score -8887062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -8887065.000000 Penalty: 5341.325195
	Iteration 32Q: 3 clusters Score -8887065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -8887065.000000 Penalty: 5341.325195
	Iteration 33F: 3 clusters Score -8887065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -91802.023438 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -91802.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90143.593750 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -90143.59 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90780.593750 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -90780.59 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91276.187500 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -91276.19 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91747.703125 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -91747.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92039.406250 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -92039.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92177.625000 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -92177.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92216.062500 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -92216.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92242.976562 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -92242.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92264.781250 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -92264.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92288.695312 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -92288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -92295.523438 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -92295.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92301.703125 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -92301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92302.820312 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -92302.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92302.820312 Penalty: 3306.810547
	Iteration 13F: 3 clusters Score -92302.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47515 members 
Mstep: Class 3 contains 353 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53909 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 12310 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 41312 members 
Mstep: Class 12 contains 27089 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51849 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 23409 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49964 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 50265 members 
Mstep: Class 21 contains 5029 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 49944 members 
Mstep: Class 24 contains 48986 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 43979 members 
Mstep: Class 27 contains 9635 members 
Mstep: Class 28 contains 48191 members 
Mstep: Class 29 contains 433 members 
Entering Unmasked Estep 
Score: -110180264.000000 Penalty: 95718.617188
Splitting cluster 3 changes total score from -110181856.000000 to -110180264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Entering Unmasked Estep 
Score: -2309542.000000 Penalty: 2339.979736
	Iteration 0F: 2 clusters Score -2309542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2300320.500000 Penalty: 4679.959473
	Iteration 0F: 3 clusters Score -2300320 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2303072.000000 Penalty: 4679.959473
	Iteration 1F: 3 clusters Score -2303072 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2303358.500000 Penalty: 4679.959473
	Iteration 2F: 3 clusters Score -2303358 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2303586.250000 Penalty: 4679.959473
	Iteration 3Q: 3 clusters Score -2303586 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2303774.250000 Penalty: 4679.959473
	Iteration 4Q: 3 clusters Score -2303774 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2303943.000000 Penalty: 4679.959473
	Iteration 5Q: 3 clusters Score -2303943 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2304127.000000 Penalty: 4679.959473
	Iteration 6Q: 3 clusters Score -2304127 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2304374.500000 Penalty: 4679.959473
	Iteration 7Q: 3 clusters Score -2304374 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2304653.000000 Penalty: 4679.959473
	Iteration 8Q: 3 clusters Score -2304653 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2305004.000000 Penalty: 4679.959473
	Iteration 9Q: 3 clusters Score -2305004 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2305413.250000 Penalty: 4679.959473
	Iteration 10Q: 3 clusters Score -2305413 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2305822.500000 Penalty: 4679.959473
	Iteration 11Q: 3 clusters Score -2305822 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2306238.500000 Penalty: 4679.959473
	Iteration 12Q: 3 clusters Score -2306238 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2306571.750000 Penalty: 4679.959473
	Iteration 13Q: 3 clusters Score -2306572 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2306823.500000 Penalty: 4679.959473
	Iteration 14Q: 3 clusters Score -2306824 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2307017.250000 Penalty: 4679.959473
	Iteration 15Q: 3 clusters Score -2307017 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2307148.500000 Penalty: 4679.959473
	Iteration 16Q: 3 clusters Score -2307148 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2307239.000000 Penalty: 4679.959473
	Iteration 17Q: 3 clusters Score -2307239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2307310.000000 Penalty: 4679.959473
	Iteration 18Q: 3 clusters Score -2307310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2307364.250000 Penalty: 4679.959473
	Iteration 19Q: 3 clusters Score -2307364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2307405.250000 Penalty: 4679.959473
	Iteration 20F: 3 clusters Score -2307405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2307431.500000 Penalty: 4679.959473
	Iteration 21Q: 3 clusters Score -2307432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2307453.500000 Penalty: 4679.959473
	Iteration 22Q: 3 clusters Score -2307454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2307479.250000 Penalty: 4679.959473
	Iteration 23Q: 3 clusters Score -2307479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2307482.000000 Penalty: 4679.959473
	Iteration 24Q: 3 clusters Score -2307482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2307491.750000 Penalty: 4679.959473
	Iteration 25Q: 3 clusters Score -2307492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2307499.000000 Penalty: 4679.959473
	Iteration 26Q: 3 clusters Score -2307499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2307506.000000 Penalty: 4679.959473
	Iteration 27Q: 3 clusters Score -2307506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2307508.250000 Penalty: 4679.959473
	Iteration 28Q: 3 clusters Score -2307508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2307511.250000 Penalty: 4679.959473
	Iteration 29Q: 3 clusters Score -2307511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2307512.000000 Penalty: 4679.959473
	Iteration 30Q: 3 clusters Score -2307512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2307513.250000 Penalty: 4679.959473
	Iteration 31Q: 3 clusters Score -2307513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2307515.250000 Penalty: 4679.959473
	Iteration 32Q: 3 clusters Score -2307515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2307515.500000 Penalty: 4679.959473
	Iteration 33Q: 3 clusters Score -2307516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2307517.750000 Penalty: 4679.959473
	Iteration 34Q: 3 clusters Score -2307518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2307517.250000 Penalty: 4679.959473
	Iteration 35Q: 3 clusters Score -2307517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2307517.250000 Penalty: 4679.959473
	Iteration 36F: 3 clusters Score -2307517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -70720.953125 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -70720.95 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 162 members 
Entering Unmasked Estep 
Score: -69440.500000 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -69440.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -69576.664062 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -69576.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69613.429688 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -69613.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69630.968750 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -69630.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69641.656250 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -69641.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -69648.312500 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -69648.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -69655.085938 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -69655.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69658.601562 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -69658.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69665.406250 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -69665.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69676.984375 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -69676.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69704.578125 Penalty: 2876.350098
	Iteration 10Q: 3 clusters Score -69704.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69748.414062 Penalty: 2876.350098
	Iteration 11Q: 3 clusters Score -69748.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69773.742188 Penalty: 2876.350098
	Iteration 12Q: 3 clusters Score -69773.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -69775.218750 Penalty: 2876.350098
	Iteration 13Q: 3 clusters Score -69775.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -69784.148438 Penalty: 2876.350098
	Iteration 14Q: 3 clusters Score -69784.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -69784.148438 Penalty: 2876.350098
	Iteration 15F: 3 clusters Score -69784.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Entering Unmasked Estep 
Score: -10065343.000000 Penalty: 2701.973145
	Iteration 0F: 2 clusters Score -1.006534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -10032674.000000 Penalty: 5403.946289
	Iteration 0F: 3 clusters Score -1.003267e+07 nChanged 24923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -10046542.000000 Penalty: 5403.946289
	Iteration 1F: 3 clusters Score -1.004654e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -10047332.000000 Penalty: 5403.946289
	Iteration 2Q: 3 clusters Score -1.004733e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -10048032.000000 Penalty: 5403.946289
	Iteration 3Q: 3 clusters Score -1.004803e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -10048823.000000 Penalty: 5403.946289
	Iteration 4Q: 3 clusters Score -1.004882e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -10049647.000000 Penalty: 5403.946289
	Iteration 5Q: 3 clusters Score -1.004965e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -10050561.000000 Penalty: 5403.946289
	Iteration 6Q: 3 clusters Score -1.005056e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -10051697.000000 Penalty: 5403.946289
	Iteration 7Q: 3 clusters Score -1.00517e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -10053052.000000 Penalty: 5403.946289
	Iteration 8Q: 3 clusters Score -1.005305e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -10054498.000000 Penalty: 5403.946289
	Iteration 9Q: 3 clusters Score -1.00545e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -10055977.000000 Penalty: 5403.946289
	Iteration 10Q: 3 clusters Score -1.005598e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -10057240.000000 Penalty: 5403.946289
	Iteration 11Q: 3 clusters Score -1.005724e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -10057933.000000 Penalty: 5403.946289
	Iteration 12Q: 3 clusters Score -1.005793e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -10058383.000000 Penalty: 5403.946289
	Iteration 13Q: 3 clusters Score -1.005838e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -10058637.000000 Penalty: 5403.946289
	Iteration 14Q: 3 clusters Score -1.005864e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -10058820.000000 Penalty: 5403.946289
	Iteration 15Q: 3 clusters Score -1.005882e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -10058968.000000 Penalty: 5403.946289
	Iteration 16Q: 3 clusters Score -1.005897e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -10059039.000000 Penalty: 5403.946289
	Iteration 17Q: 3 clusters Score -1.005904e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -10059152.000000 Penalty: 5403.946289
	Iteration 18Q: 3 clusters Score -1.005915e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -10059264.000000 Penalty: 5403.946289
	Iteration 19Q: 3 clusters Score -1.005926e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -10059333.000000 Penalty: 5403.946289
	Iteration 20F: 3 clusters Score -1.005933e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -10059469.000000 Penalty: 5403.946289
	Iteration 21Q: 3 clusters Score -1.005947e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -10059574.000000 Penalty: 5403.946289
	Iteration 22Q: 3 clusters Score -1.005957e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -10059709.000000 Penalty: 5403.946289
	Iteration 23Q: 3 clusters Score -1.005971e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -10059867.000000 Penalty: 5403.946289
	Iteration 24Q: 3 clusters Score -1.005987e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -10060032.000000 Penalty: 5403.946289
	Iteration 25Q: 3 clusters Score -1.006003e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -10060201.000000 Penalty: 5403.946289
	Iteration 26Q: 3 clusters Score -1.00602e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -10060400.000000 Penalty: 5403.946289
	Iteration 27Q: 3 clusters Score -1.00604e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -10060593.000000 Penalty: 5403.946289
	Iteration 28Q: 3 clusters Score -1.006059e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -10060822.000000 Penalty: 5403.946289
	Iteration 29Q: 3 clusters Score -1.006082e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -10060942.000000 Penalty: 5403.946289
	Iteration 30Q: 3 clusters Score -1.006094e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -10061147.000000 Penalty: 5403.946289
	Iteration 31Q: 3 clusters Score -1.006115e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -10061362.000000 Penalty: 5403.946289
	Iteration 32Q: 3 clusters Score -1.006136e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -10061499.000000 Penalty: 5403.946289
	Iteration 33Q: 3 clusters Score -1.00615e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -10061610.000000 Penalty: 5403.946289
	Iteration 34Q: 3 clusters Score -1.006161e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -10061666.000000 Penalty: 5403.946289
	Iteration 35Q: 3 clusters Score -1.006167e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -10061767.000000 Penalty: 5403.946289
	Iteration 36Q: 3 clusters Score -1.006177e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -10061789.000000 Penalty: 5403.946289
	Iteration 37Q: 3 clusters Score -1.006179e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -10061766.000000 Penalty: 5403.946289
	Iteration 38Q: 3 clusters Score -1.006177e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -10061805.000000 Penalty: 5403.946289
	Iteration 39Q: 3 clusters Score -1.00618e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -10061873.000000 Penalty: 5403.946289
	Iteration 40F: 3 clusters Score -1.006187e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -10061931.000000 Penalty: 5403.946289
	Iteration 41Q: 3 clusters Score -1.006193e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -10061984.000000 Penalty: 5403.946289
	Iteration 42Q: 3 clusters Score -1.006198e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -10062032.000000 Penalty: 5403.946289
	Iteration 43Q: 3 clusters Score -1.006203e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -10062086.000000 Penalty: 5403.946289
	Iteration 44Q: 3 clusters Score -1.006209e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -10062154.000000 Penalty: 5403.946289
	Iteration 45Q: 3 clusters Score -1.006215e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -10062219.000000 Penalty: 5403.946289
	Iteration 46Q: 3 clusters Score -1.006222e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -10062298.000000 Penalty: 5403.946289
	Iteration 47Q: 3 clusters Score -1.00623e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -10062365.000000 Penalty: 5403.946289
	Iteration 48Q: 3 clusters Score -1.006236e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10062433.000000 Penalty: 5403.946289
	Iteration 49Q: 3 clusters Score -1.006243e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -10062492.000000 Penalty: 5403.946289
	Iteration 50Q: 3 clusters Score -1.006249e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -10062540.000000 Penalty: 5403.946289
	Iteration 51Q: 3 clusters Score -1.006254e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10062604.000000 Penalty: 5403.946289
	Iteration 52Q: 3 clusters Score -1.00626e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -10062689.000000 Penalty: 5403.946289
	Iteration 53Q: 3 clusters Score -1.006269e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10062734.000000 Penalty: 5403.946289
	Iteration 54Q: 3 clusters Score -1.006273e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -10062778.000000 Penalty: 5403.946289
	Iteration 55Q: 3 clusters Score -1.006278e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -10062838.000000 Penalty: 5403.946289
	Iteration 56Q: 3 clusters Score -1.006284e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10062892.000000 Penalty: 5403.946289
	Iteration 57Q: 3 clusters Score -1.006289e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10062933.000000 Penalty: 5403.946289
	Iteration 58Q: 3 clusters Score -1.006293e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10062958.000000 Penalty: 5403.946289
	Iteration 59Q: 3 clusters Score -1.006296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10062986.000000 Penalty: 5403.946289
	Iteration 60F: 3 clusters Score -1.006299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10062996.000000 Penalty: 5403.946289
	Iteration 61Q: 3 clusters Score -1.0063e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10062994.000000 Penalty: 5403.946289
	Iteration 62Q: 3 clusters Score -1.006299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10062987.000000 Penalty: 5403.946289
	Iteration 63Q: 3 clusters Score -1.006299e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10063007.000000 Penalty: 5403.946289
	Iteration 64Q: 3 clusters Score -1.006301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10063011.000000 Penalty: 5403.946289
	Iteration 65Q: 3 clusters Score -1.006301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10063006.000000 Penalty: 5403.946289
	Iteration 66Q: 3 clusters Score -1.006301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10063037.000000 Penalty: 5403.946289
	Iteration 67Q: 3 clusters Score -1.006304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10063039.000000 Penalty: 5403.946289
	Iteration 68Q: 3 clusters Score -1.006304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10063064.000000 Penalty: 5403.946289
	Iteration 69Q: 3 clusters Score -1.006306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10063043.000000 Penalty: 5403.946289
	Iteration 70Q: 3 clusters Score -1.006304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10063058.000000 Penalty: 5403.946289
	Iteration 71Q: 3 clusters Score -1.006306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10063054.000000 Penalty: 5403.946289
	Iteration 72Q: 3 clusters Score -1.006305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10063057.000000 Penalty: 5403.946289
	Iteration 73Q: 3 clusters Score -1.006306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10063069.000000 Penalty: 5403.946289
	Iteration 74Q: 3 clusters Score -1.006307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10063079.000000 Penalty: 5403.946289
	Iteration 75Q: 3 clusters Score -1.006308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10063083.000000 Penalty: 5403.946289
	Iteration 76Q: 3 clusters Score -1.006308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10063088.000000 Penalty: 5403.946289
	Iteration 77Q: 3 clusters Score -1.006309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10063081.000000 Penalty: 5403.946289
	Iteration 78Q: 3 clusters Score -1.006308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10063090.000000 Penalty: 5403.946289
	Iteration 79Q: 3 clusters Score -1.006309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -10063092.000000 Penalty: 5403.946289
	Iteration 80F: 3 clusters Score -1.006309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10063109.000000 Penalty: 5403.946289
	Iteration 81Q: 3 clusters Score -1.006311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10063097.000000 Penalty: 5403.946289
	Iteration 82Q: 3 clusters Score -1.00631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10063109.000000 Penalty: 5403.946289
	Iteration 83Q: 3 clusters Score -1.006311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10063110.000000 Penalty: 5403.946289
	Iteration 84Q: 3 clusters Score -1.006311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10063104.000000 Penalty: 5403.946289
	Iteration 85Q: 3 clusters Score -1.00631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10063105.000000 Penalty: 5403.946289
	Iteration 86Q: 3 clusters Score -1.00631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10063110.000000 Penalty: 5403.946289
	Iteration 87Q: 3 clusters Score -1.006311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10063110.000000 Penalty: 5403.946289
	Iteration 88F: 3 clusters Score -1.006311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -376625.406250 Penalty: 1909.897583
	Iteration 0F: 2 clusters Score -376625.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -373880.281250 Penalty: 3819.795166
	Iteration 0F: 3 clusters Score -373880.3 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -374463.531250 Penalty: 3819.795166
	Iteration 1F: 3 clusters Score -374463.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -374676.000000 Penalty: 3819.795166
	Iteration 2F: 3 clusters Score -374676 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -374842.187500 Penalty: 3819.795166
	Iteration 3F: 3 clusters Score -374842.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -375002.906250 Penalty: 3819.795166
	Iteration 4F: 3 clusters Score -375002.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -375154.656250 Penalty: 3819.795166
	Iteration 5F: 3 clusters Score -375154.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -375405.375000 Penalty: 3819.795166
	Iteration 6F: 3 clusters Score -375405.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -375685.437500 Penalty: 3819.795166
	Iteration 7F: 3 clusters Score -375685.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -375983.062500 Penalty: 3819.795166
	Iteration 8F: 3 clusters Score -375983.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -376196.093750 Penalty: 3819.795166
	Iteration 9F: 3 clusters Score -376196.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -376282.468750 Penalty: 3819.795166
	Iteration 10Q: 3 clusters Score -376282.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -376324.343750 Penalty: 3819.795166
	Iteration 11Q: 3 clusters Score -376324.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -376351.781250 Penalty: 3819.795166
	Iteration 12Q: 3 clusters Score -376351.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -376363.500000 Penalty: 3819.795166
	Iteration 13Q: 3 clusters Score -376363.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -376368.937500 Penalty: 3819.795166
	Iteration 14Q: 3 clusters Score -376368.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -376372.000000 Penalty: 3819.795166
	Iteration 15Q: 3 clusters Score -376372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -376374.125000 Penalty: 3819.795166
	Iteration 16Q: 3 clusters Score -376374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -376375.156250 Penalty: 3819.795166
	Iteration 17Q: 3 clusters Score -376375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -376378.031250 Penalty: 3819.795166
	Iteration 18Q: 3 clusters Score -376378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -376377.718750 Penalty: 3819.795166
	Iteration 19Q: 3 clusters Score -376377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -376377.718750 Penalty: 3819.795166
	Iteration 20F: 3 clusters Score -376377.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -39181.121094 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -39181.12 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 139 members 
Entering Unmasked Estep 
Score: -38017.480469 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -38017.48 nChanged 39
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: -38145.894531 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -38145.89 nChanged 23
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: -38336.273438 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -38336.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38482.988281 Penalty: 2756.186768
	Iteration 3F: 3 clusters Score -38482.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38577.792969 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -38577.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38612.804688 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -38612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38636.464844 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -38636.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38637.289062 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -38637.29 nChanged 1
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: -38638.246094 Penalty: 2756.186768
	Iteration 8Q: 3 clusters Score -38638.25 nChanged 0
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: -38638.246094 Penalty: 2756.186768
	Iteration 9F: 3 clusters Score -38638.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Entering Unmasked Estep 
Score: -2314669.000000 Penalty: 2335.705566
	Iteration 0F: 2 clusters Score -2314669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2305656.500000 Penalty: 4671.411133
	Iteration 0F: 3 clusters Score -2305656 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2308275.250000 Penalty: 4671.411133
	Iteration 1F: 3 clusters Score -2308275 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2308604.250000 Penalty: 4671.411133
	Iteration 2F: 3 clusters Score -2308604 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2308807.250000 Penalty: 4671.411133
	Iteration 3Q: 3 clusters Score -2308807 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2308984.250000 Penalty: 4671.411133
	Iteration 4Q: 3 clusters Score -2308984 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2309141.000000 Penalty: 4671.411133
	Iteration 5Q: 3 clusters Score -2309141 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2309256.250000 Penalty: 4671.411133
	Iteration 6Q: 3 clusters Score -2309256 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2309365.250000 Penalty: 4671.411133
	Iteration 7Q: 3 clusters Score -2309365 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2309484.500000 Penalty: 4671.411133
	Iteration 8Q: 3 clusters Score -2309484 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2309648.750000 Penalty: 4671.411133
	Iteration 9Q: 3 clusters Score -2309649 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2309821.000000 Penalty: 4671.411133
	Iteration 10Q: 3 clusters Score -2309821 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2310040.500000 Penalty: 4671.411133
	Iteration 11Q: 3 clusters Score -2310040 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2310296.000000 Penalty: 4671.411133
	Iteration 12Q: 3 clusters Score -2310296 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2310574.000000 Penalty: 4671.411133
	Iteration 13Q: 3 clusters Score -2310574 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2310865.750000 Penalty: 4671.411133
	Iteration 14Q: 3 clusters Score -2310866 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2311146.500000 Penalty: 4671.411133
	Iteration 15Q: 3 clusters Score -2311146 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2311410.750000 Penalty: 4671.411133
	Iteration 16Q: 3 clusters Score -2311411 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2311659.750000 Penalty: 4671.411133
	Iteration 17Q: 3 clusters Score -2311660 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2311892.500000 Penalty: 4671.411133
	Iteration 18Q: 3 clusters Score -2311892 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2312057.250000 Penalty: 4671.411133
	Iteration 19Q: 3 clusters Score -2312057 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2312175.000000 Penalty: 4671.411133
	Iteration 20F: 3 clusters Score -2312175 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2312270.000000 Penalty: 4671.411133
	Iteration 21Q: 3 clusters Score -2312270 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2312338.000000 Penalty: 4671.411133
	Iteration 22Q: 3 clusters Score -2312338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2312393.000000 Penalty: 4671.411133
	Iteration 23Q: 3 clusters Score -2312393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2312441.250000 Penalty: 4671.411133
	Iteration 24Q: 3 clusters Score -2312441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2312473.000000 Penalty: 4671.411133
	Iteration 25Q: 3 clusters Score -2312473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2312497.000000 Penalty: 4671.411133
	Iteration 26Q: 3 clusters Score -2312497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2312511.250000 Penalty: 4671.411133
	Iteration 27Q: 3 clusters Score -2312511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2312525.500000 Penalty: 4671.411133
	Iteration 28Q: 3 clusters Score -2312526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2312535.750000 Penalty: 4671.411133
	Iteration 29Q: 3 clusters Score -2312536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2312536.000000 Penalty: 4671.411133
	Iteration 30Q: 3 clusters Score -2312536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2312543.500000 Penalty: 4671.411133
	Iteration 31Q: 3 clusters Score -2312544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2312545.750000 Penalty: 4671.411133
	Iteration 32Q: 3 clusters Score -2312546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2312553.000000 Penalty: 4671.411133
	Iteration 33Q: 3 clusters Score -2312553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2312552.750000 Penalty: 4671.411133
	Iteration 34Q: 3 clusters Score -2312553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2312558.750000 Penalty: 4671.411133
	Iteration 35Q: 3 clusters Score -2312559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2312564.500000 Penalty: 4671.411133
	Iteration 36Q: 3 clusters Score -2312564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2312569.000000 Penalty: 4671.411133
	Iteration 37Q: 3 clusters Score -2312569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2312582.000000 Penalty: 4671.411133
	Iteration 38Q: 3 clusters Score -2312582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2312588.000000 Penalty: 4671.411133
	Iteration 39Q: 3 clusters Score -2312588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2312595.250000 Penalty: 4671.411133
	Iteration 40F: 3 clusters Score -2312595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2312597.750000 Penalty: 4671.411133
	Iteration 41Q: 3 clusters Score -2312598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2312601.000000 Penalty: 4671.411133
	Iteration 42Q: 3 clusters Score -2312601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2312603.750000 Penalty: 4671.411133
	Iteration 43Q: 3 clusters Score -2312604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2312603.750000 Penalty: 4671.411133
	Iteration 44F: 3 clusters Score -2312604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -564275.562500 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -564275.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -560980.562500 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -560980.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -561591.812500 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -561591.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -561753.625000 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -561753.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -561862.062500 Penalty: 3977.238037
	Iteration 3Q: 3 clusters Score -561862.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -561928.062500 Penalty: 3977.238037
	Iteration 4Q: 3 clusters Score -561928.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -561973.687500 Penalty: 3977.238037
	Iteration 5Q: 3 clusters Score -561973.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -562007.250000 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -562007.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -562037.875000 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -562037.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -562060.937500 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -562060.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -562082.125000 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -562082.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -562103.187500 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -562103.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -562121.562500 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -562121.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -562137.125000 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -562137.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -562154.750000 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -562154.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -562165.187500 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -562165.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -562175.937500 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -562175.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -562184.625000 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -562184.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -562194.312500 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -562194.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -562202.812500 Penalty: 3977.238037
	Iteration 18Q: 3 clusters Score -562202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -562211.625000 Penalty: 3977.238037
	Iteration 19Q: 3 clusters Score -562211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -562220.625000 Penalty: 3977.238037
	Iteration 20F: 3 clusters Score -562220.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -562227.562500 Penalty: 3977.238037
	Iteration 21Q: 3 clusters Score -562227.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -562240.000000 Penalty: 3977.238037
	Iteration 22Q: 3 clusters Score -562240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -562248.125000 Penalty: 3977.238037
	Iteration 23Q: 3 clusters Score -562248.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -562257.375000 Penalty: 3977.238037
	Iteration 24Q: 3 clusters Score -562257.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -562262.375000 Penalty: 3977.238037
	Iteration 25Q: 3 clusters Score -562262.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -562267.062500 Penalty: 3977.238037
	Iteration 26Q: 3 clusters Score -562267.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -562271.187500 Penalty: 3977.238037
	Iteration 27Q: 3 clusters Score -562271.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -562276.187500 Penalty: 3977.238037
	Iteration 28Q: 3 clusters Score -562276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -562278.000000 Penalty: 3977.238037
	Iteration 29Q: 3 clusters Score -562278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -562281.312500 Penalty: 3977.238037
	Iteration 30Q: 3 clusters Score -562281.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -562283.687500 Penalty: 3977.238037
	Iteration 31Q: 3 clusters Score -562283.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -562285.812500 Penalty: 3977.238037
	Iteration 32Q: 3 clusters Score -562285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -562286.562500 Penalty: 3977.238037
	Iteration 33Q: 3 clusters Score -562286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -562287.562500 Penalty: 3977.238037
	Iteration 34Q: 3 clusters Score -562287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -562287.875000 Penalty: 3977.238037
	Iteration 35Q: 3 clusters Score -562287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -562289.937500 Penalty: 3977.238037
	Iteration 36Q: 3 clusters Score -562289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -562290.562500 Penalty: 3977.238037
	Iteration 37Q: 3 clusters Score -562290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -562290.687500 Penalty: 3977.238037
	Iteration 38Q: 3 clusters Score -562290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -562290.687500 Penalty: 3977.238037
	Iteration 39F: 3 clusters Score -562290.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Entering Unmasked Estep 
Score: -7688205.500000 Penalty: 2635.969238
	Iteration 0F: 2 clusters Score -7688206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -7660634.500000 Penalty: 5271.938477
	Iteration 0F: 3 clusters Score -7660634 nChanged 19032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -7671301.000000 Penalty: 5271.938477
	Iteration 1F: 3 clusters Score -7671301 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -7671865.500000 Penalty: 5271.938477
	Iteration 2Q: 3 clusters Score -7671866 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -7672571.500000 Penalty: 5271.938477
	Iteration 3Q: 3 clusters Score -7672572 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -7673514.500000 Penalty: 5271.938477
	Iteration 4Q: 3 clusters Score -7673514 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -7674666.500000 Penalty: 5271.938477
	Iteration 5Q: 3 clusters Score -7674666 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -7675891.000000 Penalty: 5271.938477
	Iteration 6F: 3 clusters Score -7675891 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -7677356.500000 Penalty: 5271.938477
	Iteration 7F: 3 clusters Score -7677356 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -7679161.500000 Penalty: 5271.938477
	Iteration 8F: 3 clusters Score -7679162 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -7681095.500000 Penalty: 5271.938477
	Iteration 9F: 3 clusters Score -7681096 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -7682732.000000 Penalty: 5271.938477
	Iteration 10F: 3 clusters Score -7682732 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -7683838.500000 Penalty: 5271.938477
	Iteration 11Q: 3 clusters Score -7683838 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -7684453.000000 Penalty: 5271.938477
	Iteration 12Q: 3 clusters Score -7684453 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -7684925.500000 Penalty: 5271.938477
	Iteration 13Q: 3 clusters Score -7684926 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -7685286.500000 Penalty: 5271.938477
	Iteration 14Q: 3 clusters Score -7685286 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -7685530.500000 Penalty: 5271.938477
	Iteration 15Q: 3 clusters Score -7685530 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -7685733.000000 Penalty: 5271.938477
	Iteration 16Q: 3 clusters Score -7685733 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -7685894.500000 Penalty: 5271.938477
	Iteration 17Q: 3 clusters Score -7685894 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -7686074.500000 Penalty: 5271.938477
	Iteration 18Q: 3 clusters Score -7686074 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -7686157.000000 Penalty: 5271.938477
	Iteration 19Q: 3 clusters Score -7686157 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -7686260.000000 Penalty: 5271.938477
	Iteration 20F: 3 clusters Score -7686260 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -7686392.000000 Penalty: 5271.938477
	Iteration 21Q: 3 clusters Score -7686392 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -7686487.500000 Penalty: 5271.938477
	Iteration 22Q: 3 clusters Score -7686488 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -7686564.000000 Penalty: 5271.938477
	Iteration 23Q: 3 clusters Score -7686564 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -7686612.500000 Penalty: 5271.938477
	Iteration 24Q: 3 clusters Score -7686612 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -7686658.000000 Penalty: 5271.938477
	Iteration 25Q: 3 clusters Score -7686658 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -7686699.000000 Penalty: 5271.938477
	Iteration 26Q: 3 clusters Score -7686699 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7686733.000000 Penalty: 5271.938477
	Iteration 27Q: 3 clusters Score -7686733 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -7686747.000000 Penalty: 5271.938477
	Iteration 28Q: 3 clusters Score -7686747 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -7686791.000000 Penalty: 5271.938477
	Iteration 29Q: 3 clusters Score -7686791 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7686806.500000 Penalty: 5271.938477
	Iteration 30Q: 3 clusters Score -7686806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7686820.000000 Penalty: 5271.938477
	Iteration 31Q: 3 clusters Score -7686820 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7686796.000000 Penalty: 5271.938477
	Iteration 32Q: 3 clusters Score -7686796 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7686782.000000 Penalty: 5271.938477
	Iteration 33Q: 3 clusters Score -7686782 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7686797.500000 Penalty: 5271.938477
	Iteration 34Q: 3 clusters Score -7686798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7686803.500000 Penalty: 5271.938477
	Iteration 35Q: 3 clusters Score -7686804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7686805.000000 Penalty: 5271.938477
	Iteration 36Q: 3 clusters Score -7686805 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7686810.500000 Penalty: 5271.938477
	Iteration 37Q: 3 clusters Score -7686810 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7686798.500000 Penalty: 5271.938477
	Iteration 38Q: 3 clusters Score -7686798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7686792.000000 Penalty: 5271.938477
	Iteration 39Q: 3 clusters Score -7686792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7686796.500000 Penalty: 5271.938477
	Iteration 40F: 3 clusters Score -7686796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7686808.500000 Penalty: 5271.938477
	Iteration 41Q: 3 clusters Score -7686808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7686807.500000 Penalty: 5271.938477
	Iteration 42Q: 3 clusters Score -7686808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7686809.500000 Penalty: 5271.938477
	Iteration 43Q: 3 clusters Score -7686810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7686812.000000 Penalty: 5271.938477
	Iteration 44Q: 3 clusters Score -7686812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7686797.000000 Penalty: 5271.938477
	Iteration 45Q: 3 clusters Score -7686797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7686785.500000 Penalty: 5271.938477
	Iteration 46Q: 3 clusters Score -7686786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7686780.500000 Penalty: 5271.938477
	Iteration 47Q: 3 clusters Score -7686780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7686779.500000 Penalty: 5271.938477
	Iteration 48Q: 3 clusters Score -7686780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7686772.500000 Penalty: 5271.938477
	Iteration 49Q: 3 clusters Score -7686772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7686773.500000 Penalty: 5271.938477
	Iteration 50Q: 3 clusters Score -7686774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7686759.500000 Penalty: 5271.938477
	Iteration 51Q: 3 clusters Score -7686760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7686757.500000 Penalty: 5271.938477
	Iteration 52Q: 3 clusters Score -7686758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7686756.500000 Penalty: 5271.938477
	Iteration 53Q: 3 clusters Score -7686756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7686751.000000 Penalty: 5271.938477
	Iteration 54Q: 3 clusters Score -7686751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7686762.500000 Penalty: 5271.938477
	Iteration 55Q: 3 clusters Score -7686762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7686773.000000 Penalty: 5271.938477
	Iteration 56Q: 3 clusters Score -7686773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7686760.000000 Penalty: 5271.938477
	Iteration 57Q: 3 clusters Score -7686760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7686757.000000 Penalty: 5271.938477
	Iteration 58Q: 3 clusters Score -7686757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7686755.000000 Penalty: 5271.938477
	Iteration 59Q: 3 clusters Score -7686755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7686752.500000 Penalty: 5271.938477
	Iteration 60F: 3 clusters Score -7686752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7686750.500000 Penalty: 5271.938477
	Iteration 61Q: 3 clusters Score -7686750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7686752.000000 Penalty: 5271.938477
	Iteration 62Q: 3 clusters Score -7686752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7686749.000000 Penalty: 5271.938477
	Iteration 63Q: 3 clusters Score -7686749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7686755.500000 Penalty: 5271.938477
	Iteration 64Q: 3 clusters Score -7686756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7686762.500000 Penalty: 5271.938477
	Iteration 65Q: 3 clusters Score -7686762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7686764.000000 Penalty: 5271.938477
	Iteration 66Q: 3 clusters Score -7686764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7686760.500000 Penalty: 5271.938477
	Iteration 67Q: 3 clusters Score -7686760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7686765.500000 Penalty: 5271.938477
	Iteration 68Q: 3 clusters Score -7686766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7686763.500000 Penalty: 5271.938477
	Iteration 69Q: 3 clusters Score -7686764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7686758.500000 Penalty: 5271.938477
	Iteration 70Q: 3 clusters Score -7686758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7686752.500000 Penalty: 5271.938477
	Iteration 71Q: 3 clusters Score -7686752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7686750.500000 Penalty: 5271.938477
	Iteration 72Q: 3 clusters Score -7686750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7686751.000000 Penalty: 5271.938477
	Iteration 73Q: 3 clusters Score -7686751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7686751.000000 Penalty: 5271.938477
	Iteration 74F: 3 clusters Score -7686751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Entering Unmasked Estep 
Score: -4878820.000000 Penalty: 2531.307129
	Iteration 0F: 2 clusters Score -4878820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -4860259.000000 Penalty: 5062.614258
	Iteration 0F: 3 clusters Score -4860259 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -4866597.000000 Penalty: 5062.614258
	Iteration 1F: 3 clusters Score -4866597 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4867023.000000 Penalty: 5062.614258
	Iteration 2Q: 3 clusters Score -4867023 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4867420.500000 Penalty: 5062.614258
	Iteration 3Q: 3 clusters Score -4867420 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -4867932.500000 Penalty: 5062.614258
	Iteration 4Q: 3 clusters Score -4867932 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4868551.500000 Penalty: 5062.614258
	Iteration 5Q: 3 clusters Score -4868552 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -4869313.500000 Penalty: 5062.614258
	Iteration 6F: 3 clusters Score -4869314 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -4870371.000000 Penalty: 5062.614258
	Iteration 7F: 3 clusters Score -4870371 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -4871725.500000 Penalty: 5062.614258
	Iteration 8F: 3 clusters Score -4871726 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4873255.000000 Penalty: 5062.614258
	Iteration 9F: 3 clusters Score -4873255 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4874711.500000 Penalty: 5062.614258
	Iteration 10F: 3 clusters Score -4874712 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4875716.000000 Penalty: 5062.614258
	Iteration 11Q: 3 clusters Score -4875716 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4876298.500000 Penalty: 5062.614258
	Iteration 12Q: 3 clusters Score -4876298 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4876645.000000 Penalty: 5062.614258
	Iteration 13Q: 3 clusters Score -4876645 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4876806.500000 Penalty: 5062.614258
	Iteration 14Q: 3 clusters Score -4876806 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4876884.500000 Penalty: 5062.614258
	Iteration 15Q: 3 clusters Score -4876884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4876915.000000 Penalty: 5062.614258
	Iteration 16Q: 3 clusters Score -4876915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4876918.500000 Penalty: 5062.614258
	Iteration 17Q: 3 clusters Score -4876918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4876934.500000 Penalty: 5062.614258
	Iteration 18Q: 3 clusters Score -4876934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4876943.500000 Penalty: 5062.614258
	Iteration 19Q: 3 clusters Score -4876944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4876953.000000 Penalty: 5062.614258
	Iteration 20F: 3 clusters Score -4876953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4876961.500000 Penalty: 5062.614258
	Iteration 21Q: 3 clusters Score -4876962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4876968.000000 Penalty: 5062.614258
	Iteration 22Q: 3 clusters Score -4876968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4876971.000000 Penalty: 5062.614258
	Iteration 23Q: 3 clusters Score -4876971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4876964.500000 Penalty: 5062.614258
	Iteration 24Q: 3 clusters Score -4876964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4876964.000000 Penalty: 5062.614258
	Iteration 25Q: 3 clusters Score -4876964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4876966.500000 Penalty: 5062.614258
	Iteration 26Q: 3 clusters Score -4876966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4876964.000000 Penalty: 5062.614258
	Iteration 27Q: 3 clusters Score -4876964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4876974.500000 Penalty: 5062.614258
	Iteration 28Q: 3 clusters Score -4876974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4876971.000000 Penalty: 5062.614258
	Iteration 29Q: 3 clusters Score -4876971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4876977.500000 Penalty: 5062.614258
	Iteration 30Q: 3 clusters Score -4876978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4876978.500000 Penalty: 5062.614258
	Iteration 31Q: 3 clusters Score -4876978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4876979.000000 Penalty: 5062.614258
	Iteration 32Q: 3 clusters Score -4876979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4876979.000000 Penalty: 5062.614258
	Iteration 33F: 3 clusters Score -4876979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -29635.740234 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -29635.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28513.564453 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -28513.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28762.248047 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -28762.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28847.953125 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -28847.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28882.851562 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -28882.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28932.988281 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -28932.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28969.134766 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -28969.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29005.996094 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -29006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29055.720703 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -29055.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29069.361328 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -29069.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29072.224609 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -29072.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29075.208984 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -29075.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29075.208984 Penalty: 2920.883301
	Iteration 11F: 3 clusters Score -29075.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Entering Unmasked Estep 
Score: -9684916.000000 Penalty: 2692.310547
	Iteration 0F: 2 clusters Score -9684916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -9652142.000000 Penalty: 5384.621094
	Iteration 0F: 3 clusters Score -9652142 nChanged 24071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -9665347.000000 Penalty: 5384.621094
	Iteration 1F: 3 clusters Score -9665347 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -9665790.000000 Penalty: 5384.621094
	Iteration 2Q: 3 clusters Score -9665790 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -9666210.000000 Penalty: 5384.621094
	Iteration 3Q: 3 clusters Score -9666210 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -9666494.000000 Penalty: 5384.621094
	Iteration 4Q: 3 clusters Score -9666494 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -9666792.000000 Penalty: 5384.621094
	Iteration 5Q: 3 clusters Score -9666792 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -9667128.000000 Penalty: 5384.621094
	Iteration 6Q: 3 clusters Score -9667128 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -9667547.000000 Penalty: 5384.621094
	Iteration 7Q: 3 clusters Score -9667547 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -9667948.000000 Penalty: 5384.621094
	Iteration 8Q: 3 clusters Score -9667948 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -9668572.000000 Penalty: 5384.621094
	Iteration 9Q: 3 clusters Score -9668572 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -9669515.000000 Penalty: 5384.621094
	Iteration 10Q: 3 clusters Score -9669515 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -9670852.000000 Penalty: 5384.621094
	Iteration 11Q: 3 clusters Score -9670852 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -9672476.000000 Penalty: 5384.621094
	Iteration 12F: 3 clusters Score -9672476 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -9674330.000000 Penalty: 5384.621094
	Iteration 13F: 3 clusters Score -9674330 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -9676059.000000 Penalty: 5384.621094
	Iteration 14Q: 3 clusters Score -9676059 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -9677343.000000 Penalty: 5384.621094
	Iteration 15Q: 3 clusters Score -9677343 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -9678124.000000 Penalty: 5384.621094
	Iteration 16Q: 3 clusters Score -9678124 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -9678645.000000 Penalty: 5384.621094
	Iteration 17Q: 3 clusters Score -9678645 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -9679128.000000 Penalty: 5384.621094
	Iteration 18Q: 3 clusters Score -9679128 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -9679533.000000 Penalty: 5384.621094
	Iteration 19Q: 3 clusters Score -9679533 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -9679912.000000 Penalty: 5384.621094
	Iteration 20F: 3 clusters Score -9679912 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -9680271.000000 Penalty: 5384.621094
	Iteration 21Q: 3 clusters Score -9680271 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -9680649.000000 Penalty: 5384.621094
	Iteration 22Q: 3 clusters Score -9680649 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -9681030.000000 Penalty: 5384.621094
	Iteration 23Q: 3 clusters Score -9681030 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -9681372.000000 Penalty: 5384.621094
	Iteration 24Q: 3 clusters Score -9681372 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -9681688.000000 Penalty: 5384.621094
	Iteration 25Q: 3 clusters Score -9681688 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -9681889.000000 Penalty: 5384.621094
	Iteration 26Q: 3 clusters Score -9681889 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -9682040.000000 Penalty: 5384.621094
	Iteration 27Q: 3 clusters Score -9682040 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -9682190.000000 Penalty: 5384.621094
	Iteration 28Q: 3 clusters Score -9682190 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -9682334.000000 Penalty: 5384.621094
	Iteration 29Q: 3 clusters Score -9682334 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -9682473.000000 Penalty: 5384.621094
	Iteration 30Q: 3 clusters Score -9682473 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -9682565.000000 Penalty: 5384.621094
	Iteration 31Q: 3 clusters Score -9682565 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -9682609.000000 Penalty: 5384.621094
	Iteration 32Q: 3 clusters Score -9682609 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -9682685.000000 Penalty: 5384.621094
	Iteration 33Q: 3 clusters Score -9682685 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -9682731.000000 Penalty: 5384.621094
	Iteration 34Q: 3 clusters Score -9682731 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -9682770.000000 Penalty: 5384.621094
	Iteration 35Q: 3 clusters Score -9682770 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -9682813.000000 Penalty: 5384.621094
	Iteration 36Q: 3 clusters Score -9682813 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -9682853.000000 Penalty: 5384.621094
	Iteration 37Q: 3 clusters Score -9682853 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -9682903.000000 Penalty: 5384.621094
	Iteration 38Q: 3 clusters Score -9682903 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -9682927.000000 Penalty: 5384.621094
	Iteration 39Q: 3 clusters Score -9682927 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -9682937.000000 Penalty: 5384.621094
	Iteration 40F: 3 clusters Score -9682937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -9682946.000000 Penalty: 5384.621094
	Iteration 41Q: 3 clusters Score -9682946 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -9682931.000000 Penalty: 5384.621094
	Iteration 42Q: 3 clusters Score -9682931 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -9682942.000000 Penalty: 5384.621094
	Iteration 43Q: 3 clusters Score -9682942 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -9682979.000000 Penalty: 5384.621094
	Iteration 44Q: 3 clusters Score -9682979 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -9682976.000000 Penalty: 5384.621094
	Iteration 45Q: 3 clusters Score -9682976 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -9683016.000000 Penalty: 5384.621094
	Iteration 46Q: 3 clusters Score -9683016 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -9683020.000000 Penalty: 5384.621094
	Iteration 47Q: 3 clusters Score -9683020 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -9683022.000000 Penalty: 5384.621094
	Iteration 48Q: 3 clusters Score -9683022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -9683041.000000 Penalty: 5384.621094
	Iteration 49Q: 3 clusters Score -9683041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -9683044.000000 Penalty: 5384.621094
	Iteration 50Q: 3 clusters Score -9683044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -9683046.000000 Penalty: 5384.621094
	Iteration 51Q: 3 clusters Score -9683046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -9683019.000000 Penalty: 5384.621094
	Iteration 52Q: 3 clusters Score -9683019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -9683020.000000 Penalty: 5384.621094
	Iteration 53Q: 3 clusters Score -9683020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -9683027.000000 Penalty: 5384.621094
	Iteration 54Q: 3 clusters Score -9683027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -9683017.000000 Penalty: 5384.621094
	Iteration 55Q: 3 clusters Score -9683017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -9683029.000000 Penalty: 5384.621094
	Iteration 56Q: 3 clusters Score -9683029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -9683033.000000 Penalty: 5384.621094
	Iteration 57Q: 3 clusters Score -9683033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -9683037.000000 Penalty: 5384.621094
	Iteration 58Q: 3 clusters Score -9683037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -9683033.000000 Penalty: 5384.621094
	Iteration 59Q: 3 clusters Score -9683033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -9683028.000000 Penalty: 5384.621094
	Iteration 60F: 3 clusters Score -9683028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -9683039.000000 Penalty: 5384.621094
	Iteration 61Q: 3 clusters Score -9683039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -9683057.000000 Penalty: 5384.621094
	Iteration 62Q: 3 clusters Score -9683057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -9683067.000000 Penalty: 5384.621094
	Iteration 63Q: 3 clusters Score -9683067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -9683059.000000 Penalty: 5384.621094
	Iteration 64Q: 3 clusters Score -9683059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -9683060.000000 Penalty: 5384.621094
	Iteration 65Q: 3 clusters Score -9683060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -9683073.000000 Penalty: 5384.621094
	Iteration 66Q: 3 clusters Score -9683073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -9683079.000000 Penalty: 5384.621094
	Iteration 67Q: 3 clusters Score -9683079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -9683076.000000 Penalty: 5384.621094
	Iteration 68Q: 3 clusters Score -9683076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -9683079.000000 Penalty: 5384.621094
	Iteration 69Q: 3 clusters Score -9683079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -9683079.000000 Penalty: 5384.621094
	Iteration 70Q: 3 clusters Score -9683079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -9683071.000000 Penalty: 5384.621094
	Iteration 71Q: 3 clusters Score -9683071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -9683077.000000 Penalty: 5384.621094
	Iteration 72Q: 3 clusters Score -9683077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -9683086.000000 Penalty: 5384.621094
	Iteration 73Q: 3 clusters Score -9683086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -9683093.000000 Penalty: 5384.621094
	Iteration 74Q: 3 clusters Score -9683093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -9683116.000000 Penalty: 5384.621094
	Iteration 75Q: 3 clusters Score -9683116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -9683106.000000 Penalty: 5384.621094
	Iteration 76Q: 3 clusters Score -9683106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -9683094.000000 Penalty: 5384.621094
	Iteration 77Q: 3 clusters Score -9683094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -9683110.000000 Penalty: 5384.621094
	Iteration 78Q: 3 clusters Score -9683110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -9683127.000000 Penalty: 5384.621094
	Iteration 79Q: 3 clusters Score -9683127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -9683140.000000 Penalty: 5384.621094
	Iteration 80F: 3 clusters Score -9683140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -9683148.000000 Penalty: 5384.621094
	Iteration 81Q: 3 clusters Score -9683148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -9683182.000000 Penalty: 5384.621094
	Iteration 82Q: 3 clusters Score -9683182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -9683194.000000 Penalty: 5384.621094
	Iteration 83Q: 3 clusters Score -9683194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -9683200.000000 Penalty: 5384.621094
	Iteration 84Q: 3 clusters Score -9683200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -9683188.000000 Penalty: 5384.621094
	Iteration 85Q: 3 clusters Score -9683188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -9683194.000000 Penalty: 5384.621094
	Iteration 86Q: 3 clusters Score -9683194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -9683214.000000 Penalty: 5384.621094
	Iteration 87Q: 3 clusters Score -9683214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -9683220.000000 Penalty: 5384.621094
	Iteration 88Q: 3 clusters Score -9683220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -9683220.000000 Penalty: 5384.621094
	Iteration 89Q: 3 clusters Score -9683220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -9683227.000000 Penalty: 5384.621094
	Iteration 90Q: 3 clusters Score -9683227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -9683232.000000 Penalty: 5384.621094
	Iteration 91Q: 3 clusters Score -9683232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -9683227.000000 Penalty: 5384.621094
	Iteration 92Q: 3 clusters Score -9683227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -9683226.000000 Penalty: 5384.621094
	Iteration 93Q: 3 clusters Score -9683226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -9683236.000000 Penalty: 5384.621094
	Iteration 94Q: 3 clusters Score -9683236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -9683237.000000 Penalty: 5384.621094
	Iteration 95Q: 3 clusters Score -9683237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -9683231.000000 Penalty: 5384.621094
	Iteration 96Q: 3 clusters Score -9683231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -9683234.000000 Penalty: 5384.621094
	Iteration 97Q: 3 clusters Score -9683234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -9683227.000000 Penalty: 5384.621094
	Iteration 98Q: 3 clusters Score -9683227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -9683232.000000 Penalty: 5384.621094
	Iteration 99Q: 3 clusters Score -9683232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -9683234.000000 Penalty: 5384.621094
	Iteration 100F: 3 clusters Score -9683234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -9683241.000000 Penalty: 5384.621094
	Iteration 101Q: 3 clusters Score -9683241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -9683246.000000 Penalty: 5384.621094
	Iteration 102Q: 3 clusters Score -9683246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -9683240.000000 Penalty: 5384.621094
	Iteration 103Q: 3 clusters Score -9683240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -9683240.000000 Penalty: 5384.621094
	Iteration 104Q: 3 clusters Score -9683240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -9683244.000000 Penalty: 5384.621094
	Iteration 105Q: 3 clusters Score -9683244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -9683244.000000 Penalty: 5384.621094
	Iteration 106Q: 3 clusters Score -9683244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -9683244.000000 Penalty: 5384.621094
	Iteration 107F: 3 clusters Score -9683244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -100619.679688 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -100619.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -99004.773438 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -99004.77 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -99187.351562 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -99187.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -99264.156250 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -99264.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -99306.898438 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -99306.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -99342.218750 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -99342.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -99367.101562 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -99367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99380.414062 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -99380.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -99399.156250 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -99399.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -99408.984375 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -99408.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -99420.921875 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -99420.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -99431.914062 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -99431.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -99445.382812 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -99445.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -99455.320312 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -99455.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -99458.523438 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -99458.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -99458.523438 Penalty: 3175.350830
	Iteration 14F: 3 clusters Score -99458.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Entering Unmasked Estep 
Score: -4325997.500000 Penalty: 2495.097168
	Iteration 0F: 2 clusters Score -4325998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -4309818.000000 Penalty: 4990.194336
	Iteration 0F: 3 clusters Score -4309818 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -4315335.000000 Penalty: 4990.194336
	Iteration 1F: 3 clusters Score -4315335 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -4315771.500000 Penalty: 4990.194336
	Iteration 2Q: 3 clusters Score -4315772 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -4316160.500000 Penalty: 4990.194336
	Iteration 3Q: 3 clusters Score -4316160 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -4316624.000000 Penalty: 4990.194336
	Iteration 4Q: 3 clusters Score -4316624 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4317150.000000 Penalty: 4990.194336
	Iteration 5Q: 3 clusters Score -4317150 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -4317693.500000 Penalty: 4990.194336
	Iteration 6Q: 3 clusters Score -4317694 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -4318308.500000 Penalty: 4990.194336
	Iteration 7Q: 3 clusters Score -4318308 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -4318932.000000 Penalty: 4990.194336
	Iteration 8Q: 3 clusters Score -4318932 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4319482.000000 Penalty: 4990.194336
	Iteration 9Q: 3 clusters Score -4319482 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -4320018.500000 Penalty: 4990.194336
	Iteration 10Q: 3 clusters Score -4320018 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -4320468.000000 Penalty: 4990.194336
	Iteration 11Q: 3 clusters Score -4320468 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -4320844.000000 Penalty: 4990.194336
	Iteration 12Q: 3 clusters Score -4320844 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4321198.500000 Penalty: 4990.194336
	Iteration 13Q: 3 clusters Score -4321198 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -4321510.000000 Penalty: 4990.194336
	Iteration 14Q: 3 clusters Score -4321510 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -4321806.000000 Penalty: 4990.194336
	Iteration 15Q: 3 clusters Score -4321806 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4322108.500000 Penalty: 4990.194336
	Iteration 16Q: 3 clusters Score -4322108 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4322343.000000 Penalty: 4990.194336
	Iteration 17Q: 3 clusters Score -4322343 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4322548.000000 Penalty: 4990.194336
	Iteration 18Q: 3 clusters Score -4322548 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4322720.500000 Penalty: 4990.194336
	Iteration 19Q: 3 clusters Score -4322720 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4322862.500000 Penalty: 4990.194336
	Iteration 20F: 3 clusters Score -4322862 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4322997.500000 Penalty: 4990.194336
	Iteration 21Q: 3 clusters Score -4322998 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4323108.000000 Penalty: 4990.194336
	Iteration 22Q: 3 clusters Score -4323108 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4323219.000000 Penalty: 4990.194336
	Iteration 23Q: 3 clusters Score -4323219 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4323325.000000 Penalty: 4990.194336
	Iteration 24Q: 3 clusters Score -4323325 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4323412.000000 Penalty: 4990.194336
	Iteration 25Q: 3 clusters Score -4323412 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4323472.500000 Penalty: 4990.194336
	Iteration 26Q: 3 clusters Score -4323472 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4323523.000000 Penalty: 4990.194336
	Iteration 27Q: 3 clusters Score -4323523 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4323563.000000 Penalty: 4990.194336
	Iteration 28Q: 3 clusters Score -4323563 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4323600.500000 Penalty: 4990.194336
	Iteration 29Q: 3 clusters Score -4323600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4323641.000000 Penalty: 4990.194336
	Iteration 30Q: 3 clusters Score -4323641 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4323691.500000 Penalty: 4990.194336
	Iteration 31Q: 3 clusters Score -4323692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4323712.000000 Penalty: 4990.194336
	Iteration 32Q: 3 clusters Score -4323712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4323729.500000 Penalty: 4990.194336
	Iteration 33Q: 3 clusters Score -4323730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4323749.500000 Penalty: 4990.194336
	Iteration 34Q: 3 clusters Score -4323750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4323772.500000 Penalty: 4990.194336
	Iteration 35Q: 3 clusters Score -4323772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4323795.500000 Penalty: 4990.194336
	Iteration 36Q: 3 clusters Score -4323796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4323805.000000 Penalty: 4990.194336
	Iteration 37Q: 3 clusters Score -4323805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4323824.000000 Penalty: 4990.194336
	Iteration 38Q: 3 clusters Score -4323824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4323850.500000 Penalty: 4990.194336
	Iteration 39Q: 3 clusters Score -4323850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4323857.500000 Penalty: 4990.194336
	Iteration 40F: 3 clusters Score -4323858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4323875.000000 Penalty: 4990.194336
	Iteration 41Q: 3 clusters Score -4323875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4323884.500000 Penalty: 4990.194336
	Iteration 42Q: 3 clusters Score -4323884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4323893.000000 Penalty: 4990.194336
	Iteration 43Q: 3 clusters Score -4323893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4323902.000000 Penalty: 4990.194336
	Iteration 44Q: 3 clusters Score -4323902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4323907.000000 Penalty: 4990.194336
	Iteration 45Q: 3 clusters Score -4323907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4323910.500000 Penalty: 4990.194336
	Iteration 46Q: 3 clusters Score -4323910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4323909.000000 Penalty: 4990.194336
	Iteration 47Q: 3 clusters Score -4323909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4323914.000000 Penalty: 4990.194336
	Iteration 48Q: 3 clusters Score -4323914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4323913.500000 Penalty: 4990.194336
	Iteration 49Q: 3 clusters Score -4323914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4323919.500000 Penalty: 4990.194336
	Iteration 50Q: 3 clusters Score -4323920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4323918.000000 Penalty: 4990.194336
	Iteration 51Q: 3 clusters Score -4323918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4323920.000000 Penalty: 4990.194336
	Iteration 52Q: 3 clusters Score -4323920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4323924.500000 Penalty: 4990.194336
	Iteration 53Q: 3 clusters Score -4323924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4323919.500000 Penalty: 4990.194336
	Iteration 54Q: 3 clusters Score -4323920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4323919.500000 Penalty: 4990.194336
	Iteration 55F: 3 clusters Score -4323920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121108.429688 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -121108.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119371.671875 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -119371.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -119830.421875 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -119830.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120120.859375 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -120120.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -120326.570312 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -120326.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120514.976562 Penalty: 3323.562744
	Iteration 4F: 3 clusters Score -120515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -120618.679688 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -120618.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -120655.304688 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -120655.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120680.546875 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -120680.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120698.328125 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -120698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -120705.484375 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -120705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -120709.843750 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -120709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -120710.523438 Penalty: 3323.562744
	Iteration 11F: 3 clusters Score -120710.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120722.218750 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -120722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -120736.570312 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -120736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -120742.742188 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -120742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -120742.742188 Penalty: 3323.562744
	Iteration 15F: 3 clusters Score -120742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Entering Unmasked Estep 
Score: -9187424.000000 Penalty: 2683.126465
	Iteration 0F: 2 clusters Score -9187424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -9154322.000000 Penalty: 5366.252930
	Iteration 0F: 3 clusters Score -9154322 nChanged 22946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -9167058.000000 Penalty: 5366.252930
	Iteration 1F: 3 clusters Score -9167058 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -9167544.000000 Penalty: 5366.252930
	Iteration 2Q: 3 clusters Score -9167544 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -9168030.000000 Penalty: 5366.252930
	Iteration 3Q: 3 clusters Score -9168030 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -9168565.000000 Penalty: 5366.252930
	Iteration 4Q: 3 clusters Score -9168565 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -9169430.000000 Penalty: 5366.252930
	Iteration 5Q: 3 clusters Score -9169430 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -9170748.000000 Penalty: 5366.252930
	Iteration 6F: 3 clusters Score -9170748 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -9172859.000000 Penalty: 5366.252930
	Iteration 7F: 3 clusters Score -9172859 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -9176326.000000 Penalty: 5366.252930
	Iteration 8F: 3 clusters Score -9176326 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -9180296.000000 Penalty: 5366.252930
	Iteration 9F: 3 clusters Score -9180296 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9183216.000000 Penalty: 5366.252930
	Iteration 10F: 3 clusters Score -9183216 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9184414.000000 Penalty: 5366.252930
	Iteration 11Q: 3 clusters Score -9184414 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9184804.000000 Penalty: 5366.252930
	Iteration 12Q: 3 clusters Score -9184804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9184928.000000 Penalty: 5366.252930
	Iteration 13Q: 3 clusters Score -9184928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9184982.000000 Penalty: 5366.252930
	Iteration 14Q: 3 clusters Score -9184982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9184999.000000 Penalty: 5366.252930
	Iteration 15Q: 3 clusters Score -9184999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9185020.000000 Penalty: 5366.252930
	Iteration 16Q: 3 clusters Score -9185020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9185021.000000 Penalty: 5366.252930
	Iteration 17Q: 3 clusters Score -9185021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9185026.000000 Penalty: 5366.252930
	Iteration 18Q: 3 clusters Score -9185026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9185026.000000 Penalty: 5366.252930
	Iteration 19F: 3 clusters Score -9185026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -193440.437500 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -193440.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -191458.781250 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -191458.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -191767.656250 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -191767.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -191883.828125 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -191883.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -191918.718750 Penalty: 3475.770020
	Iteration 3Q: 3 clusters Score -191918.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -191938.843750 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -191938.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -191953.843750 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -191953.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -191961.359375 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -191961.4 nChanged 4
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: -191965.468750 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -191965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -191968.703125 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -191968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -191973.109375 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -191973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -191978.390625 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -191978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -191981.765625 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -191981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -191983.703125 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -191983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -191986.171875 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -191986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -191987.359375 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -191987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -191988.437500 Penalty: 3475.770020
	Iteration 15Q: 3 clusters Score -191988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -191989.109375 Penalty: 3475.770020
	Iteration 16Q: 3 clusters Score -191989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -191989.109375 Penalty: 3475.770020
	Iteration 17F: 3 clusters Score -191989.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Entering Unmasked Estep 
Score: -9421188.000000 Penalty: 2684.615967
	Iteration 0F: 2 clusters Score -9421188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -9389688.000000 Penalty: 5369.231934
	Iteration 0F: 3 clusters Score -9389688 nChanged 23197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -9402342.000000 Penalty: 5369.231934
	Iteration 1F: 3 clusters Score -9402342 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -9402962.000000 Penalty: 5369.231934
	Iteration 2Q: 3 clusters Score -9402962 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -9403594.000000 Penalty: 5369.231934
	Iteration 3Q: 3 clusters Score -9403594 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -9404406.000000 Penalty: 5369.231934
	Iteration 4Q: 3 clusters Score -9404406 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -9405588.000000 Penalty: 5369.231934
	Iteration 5Q: 3 clusters Score -9405588 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -9407017.000000 Penalty: 5369.231934
	Iteration 6F: 3 clusters Score -9407017 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -9408938.000000 Penalty: 5369.231934
	Iteration 7F: 3 clusters Score -9408938 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -9411330.000000 Penalty: 5369.231934
	Iteration 8F: 3 clusters Score -9411330 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -9413796.000000 Penalty: 5369.231934
	Iteration 9F: 3 clusters Score -9413796 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -9415576.000000 Penalty: 5369.231934
	Iteration 10Q: 3 clusters Score -9415576 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -9416570.000000 Penalty: 5369.231934
	Iteration 11Q: 3 clusters Score -9416570 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -9416981.000000 Penalty: 5369.231934
	Iteration 12Q: 3 clusters Score -9416981 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -9417221.000000 Penalty: 5369.231934
	Iteration 13Q: 3 clusters Score -9417221 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -9417482.000000 Penalty: 5369.231934
	Iteration 14Q: 3 clusters Score -9417482 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -9417649.000000 Penalty: 5369.231934
	Iteration 15Q: 3 clusters Score -9417649 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -9417810.000000 Penalty: 5369.231934
	Iteration 16Q: 3 clusters Score -9417810 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -9417882.000000 Penalty: 5369.231934
	Iteration 17Q: 3 clusters Score -9417882 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -9418012.000000 Penalty: 5369.231934
	Iteration 18Q: 3 clusters Score -9418012 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -9418075.000000 Penalty: 5369.231934
	Iteration 19Q: 3 clusters Score -9418075 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -9418156.000000 Penalty: 5369.231934
	Iteration 20F: 3 clusters Score -9418156 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -9418204.000000 Penalty: 5369.231934
	Iteration 21Q: 3 clusters Score -9418204 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -9418286.000000 Penalty: 5369.231934
	Iteration 22Q: 3 clusters Score -9418286 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -9418373.000000 Penalty: 5369.231934
	Iteration 23Q: 3 clusters Score -9418373 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -9418393.000000 Penalty: 5369.231934
	Iteration 24Q: 3 clusters Score -9418393 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -9418450.000000 Penalty: 5369.231934
	Iteration 25Q: 3 clusters Score -9418450 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -9418472.000000 Penalty: 5369.231934
	Iteration 26Q: 3 clusters Score -9418472 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -9418418.000000 Penalty: 5369.231934
	Iteration 27Q: 3 clusters Score -9418418 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -9418409.000000 Penalty: 5369.231934
	Iteration 28Q: 3 clusters Score -9418409 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -9418440.000000 Penalty: 5369.231934
	Iteration 29Q: 3 clusters Score -9418440 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -9418478.000000 Penalty: 5369.231934
	Iteration 30Q: 3 clusters Score -9418478 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -9418514.000000 Penalty: 5369.231934
	Iteration 31Q: 3 clusters Score -9418514 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -9418511.000000 Penalty: 5369.231934
	Iteration 32Q: 3 clusters Score -9418511 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -9418529.000000 Penalty: 5369.231934
	Iteration 33Q: 3 clusters Score -9418529 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -9418526.000000 Penalty: 5369.231934
	Iteration 34Q: 3 clusters Score -9418526 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -9418570.000000 Penalty: 5369.231934
	Iteration 35Q: 3 clusters Score -9418570 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -9418600.000000 Penalty: 5369.231934
	Iteration 36Q: 3 clusters Score -9418600 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -9418615.000000 Penalty: 5369.231934
	Iteration 37Q: 3 clusters Score -9418615 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -9418612.000000 Penalty: 5369.231934
	Iteration 38Q: 3 clusters Score -9418612 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -9418621.000000 Penalty: 5369.231934
	Iteration 39Q: 3 clusters Score -9418621 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -9418630.000000 Penalty: 5369.231934
	Iteration 40F: 3 clusters Score -9418630 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -9418660.000000 Penalty: 5369.231934
	Iteration 41Q: 3 clusters Score -9418660 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -9418707.000000 Penalty: 5369.231934
	Iteration 42Q: 3 clusters Score -9418707 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -9418659.000000 Penalty: 5369.231934
	Iteration 43Q: 3 clusters Score -9418659 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -9418673.000000 Penalty: 5369.231934
	Iteration 44Q: 3 clusters Score -9418673 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -9418698.000000 Penalty: 5369.231934
	Iteration 45Q: 3 clusters Score -9418698 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -9418727.000000 Penalty: 5369.231934
	Iteration 46Q: 3 clusters Score -9418727 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -9418725.000000 Penalty: 5369.231934
	Iteration 47Q: 3 clusters Score -9418725 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -9418738.000000 Penalty: 5369.231934
	Iteration 48Q: 3 clusters Score -9418738 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -9418730.000000 Penalty: 5369.231934
	Iteration 49Q: 3 clusters Score -9418730 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -9418739.000000 Penalty: 5369.231934
	Iteration 50Q: 3 clusters Score -9418739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -9418717.000000 Penalty: 5369.231934
	Iteration 51Q: 3 clusters Score -9418717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -9418724.000000 Penalty: 5369.231934
	Iteration 52Q: 3 clusters Score -9418724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -9418726.000000 Penalty: 5369.231934
	Iteration 53Q: 3 clusters Score -9418726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -9418720.000000 Penalty: 5369.231934
	Iteration 54Q: 3 clusters Score -9418720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -9418719.000000 Penalty: 5369.231934
	Iteration 55Q: 3 clusters Score -9418719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -9418729.000000 Penalty: 5369.231934
	Iteration 56Q: 3 clusters Score -9418729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -9418735.000000 Penalty: 5369.231934
	Iteration 57Q: 3 clusters Score -9418735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -9418729.000000 Penalty: 5369.231934
	Iteration 58Q: 3 clusters Score -9418729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -9418744.000000 Penalty: 5369.231934
	Iteration 59Q: 3 clusters Score -9418744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -9418757.000000 Penalty: 5369.231934
	Iteration 60F: 3 clusters Score -9418757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -9418762.000000 Penalty: 5369.231934
	Iteration 61Q: 3 clusters Score -9418762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -9418783.000000 Penalty: 5369.231934
	Iteration 62Q: 3 clusters Score -9418783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -9418771.000000 Penalty: 5369.231934
	Iteration 63Q: 3 clusters Score -9418771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -9418782.000000 Penalty: 5369.231934
	Iteration 64Q: 3 clusters Score -9418782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -9418793.000000 Penalty: 5369.231934
	Iteration 65Q: 3 clusters Score -9418793 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -9418774.000000 Penalty: 5369.231934
	Iteration 66Q: 3 clusters Score -9418774 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -9418784.000000 Penalty: 5369.231934
	Iteration 67Q: 3 clusters Score -9418784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -9418779.000000 Penalty: 5369.231934
	Iteration 68Q: 3 clusters Score -9418779 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -9418784.000000 Penalty: 5369.231934
	Iteration 69Q: 3 clusters Score -9418784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -9418773.000000 Penalty: 5369.231934
	Iteration 70Q: 3 clusters Score -9418773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -9418791.000000 Penalty: 5369.231934
	Iteration 71Q: 3 clusters Score -9418791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -9418799.000000 Penalty: 5369.231934
	Iteration 72Q: 3 clusters Score -9418799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -9418816.000000 Penalty: 5369.231934
	Iteration 73Q: 3 clusters Score -9418816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -9418806.000000 Penalty: 5369.231934
	Iteration 74Q: 3 clusters Score -9418806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -9418800.000000 Penalty: 5369.231934
	Iteration 75Q: 3 clusters Score -9418800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -9418804.000000 Penalty: 5369.231934
	Iteration 76Q: 3 clusters Score -9418804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -9418797.000000 Penalty: 5369.231934
	Iteration 77Q: 3 clusters Score -9418797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -9418807.000000 Penalty: 5369.231934
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -9418813.000000 Penalty: 5369.231934
	Iteration 79Q: 3 clusters Score -9418813 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9418820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9418817 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9418815 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9418814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -9418821.000000 Penalty: 5369.231934
	Iteration 84Q: 3 clusters Score -9418821 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9418814 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9418829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -9418831.000000 Penalty: 5369.231934
	Iteration 87Q: 3 clusters Score -9418831 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9418817 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -9418808.000000 Penalty: 5369.231934
	Iteration 89Q: 3 clusters Score -9418808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -9418797.000000 Penalty: 5369.231934
	Iteration 90Q: 3 clusters Score -9418797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -9418813.000000 Penalty: 5369.231934
	Iteration 91Q: 3 clusters Score -9418813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -9418827.000000 Penalty: 5369.231934
	Iteration 92Q: 3 clusters Score -9418827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -9418828.000000 Penalty: 5369.231934
	Iteration 93Q: 3 clusters Score -9418828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -9418820.000000 Penalty: 5369.231934
	Iteration 94Q: 3 clusters Score -9418820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -9418825.000000 Penalty: 5369.231934
	Iteration 95Q: 3 clusters Score -9418825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -9418830.000000 Penalty: 5369.231934
	Iteration 96Q: 3 clusters Score -9418830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -9418827.000000 Penalty: 5369.231934
	Iteration 97Q: 3 clusters Score -9418827 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -9418812.000000 Penalty: 5369.231934
	Iteration 98Q: 3 clusters Score -9418812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -9418817.000000 Penalty: 5369.231934
	Iteration 99Q: 3 clusters Score -9418817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -9418810.000000 Penalty: 5369.231934
	Iteration 100F: 3 clusters Score -9418810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9418810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -9418792.000000 Penalty: 5369.231934
	Iteration 102Q: 3 clusters Score -9418792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9418797 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -9418793.000000 Penalty: 5369.231934
	Iteration 104Q: 3 clusters Score -9418793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9418792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -9418779.000000 Penalty: 5369.231934
	Iteration 106Q: 3 clusters Score -9418779 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -9418802.000000 Penalty: 5369.231934
	Iteration 107Q: 3 clusters Score -9418802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -9418782.000000 Penalty: 5369.231934
	Iteration 108Q: 3 clusters Score -9418782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9418785 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -9418783.000000 Penalty: 5369.231934
	Iteration 110Q: 3 clusters Score -9418783 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -9418765.000000 Penalty: 5369.231934
	Iteration 111Q: 3 clusters Score -9418765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9418786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -9418801.000000 Penalty: 5369.231934
	Iteration 113Q: 3 clusters Score -9418801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9418792 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9418801 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -9418799.000000 Penalty: 5369.231934
	Iteration 116Q: 3 clusters Score -9418799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -9418804.000000 Penalty: 5369.231934
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9418811 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -9418803.000000 Penalty: 5369.231934
	Iteration 119Q: 3 clusters Score -9418803 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -9418805.000000 Penalty: 5369.231934
	Iteration 120F: 3 clusters Score -9418805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -9418808.000000 Penalty: 5369.231934
	Iteration 121Q: 3 clusters Score -9418808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -9418822.000000 Penalty: 5369.231934
	Iteration 122Q: 3 clusters Score -9418822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -9418828.000000 Penalty: 5369.231934
	Iteration 123Q: 3 clusters Score -9418828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -9418826.000000 Penalty: 5369.231934
	Iteration 124Q: 3 clusters Score -9418826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9418829 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -9418841.000000 Penalty: 5369.231934
	Iteration 126Q: 3 clusters Score -9418841 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9418803 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -9418800.000000 Penalty: 5369.231934
	Iteration 128Q: 3 clusters Score -9418800 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9418818 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9418815 nChanged 155
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Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9418793 nChanged 198
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Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9418797 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9418798 nChanged 292
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Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9418795 nChanged 325
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Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9418806 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -9418823.000000 Penalty: 5369.231934
	Iteration 136Q: 3 clusters Score -9418823 nChanged 393
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Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9418834 nChanged 451
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Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9418827 nChanged 433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -9418824.000000 Penalty: 5369.231934
	Iteration 139Q: 3 clusters Score -9418824 nChanged 443
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Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -9418851.000000 Penalty: 5369.231934
	Iteration 140F: 3 clusters Score -9418851 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9418865 nChanged 508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -9418901.000000 Penalty: 5369.231934
	Iteration 142Q: 3 clusters Score -9418901 nChanged 461
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9418974 nChanged 331
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Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9418967 nChanged 319
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Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9418944 nChanged 376
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Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9418969 nChanged 373
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Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9418974 nChanged 449
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Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -9419018.000000 Penalty: 5369.231934
	Iteration 148Q: 3 clusters Score -9419018 nChanged 397
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Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9418937 nChanged 484
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Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9418948 nChanged 396
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Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9418982 nChanged 422
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Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -9419003.000000 Penalty: 5369.231934
	Iteration 153Q: 3 clusters Score -9419003 nChanged 372
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Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9418991 nChanged 362
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Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -9419006.000000 Penalty: 5369.231934
	Iteration 155Q: 3 clusters Score -9419006 nChanged 285
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Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 27229 members 
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	Iteration 156Q: 3 clusters Score -9418991 nChanged 262
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Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -9419046.000000 Penalty: 5369.231934
	Iteration 157Q: 3 clusters Score -9419046 nChanged 146
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Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9419061 nChanged 193
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Mstep: Class 2 contains 27830 members 
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	Iteration 159Q: 3 clusters Score -9419029 nChanged 195
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Mstep: Class 1 contains 22240 members 
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Entering Unmasked Estep 
Score: -9419043.000000 Penalty: 5369.231934
	Iteration 160F: 3 clusters Score -9419043 nChanged 231
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Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -9419017.000000 Penalty: 5369.231934
	Iteration 161Q: 3 clusters Score -9419017 nChanged 258
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Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9418993 nChanged 309
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Mstep: Class 1 contains 21442 members 
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Entering Unmasked Estep 
Score: -9419007.000000 Penalty: 5369.231934
	Iteration 163Q: 3 clusters Score -9419007 nChanged 307
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Mstep: Class 1 contains 21135 members 
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Entering Unmasked Estep 
Score: -9419002.000000 Penalty: 5369.231934
	Iteration 164Q: 3 clusters Score -9419002 nChanged 321
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Mstep: Class 1 contains 20814 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9419044 nChanged 275
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Mstep: Class 1 contains 20539 members 
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Entering Unmasked Estep 
Score: -9419047.000000 Penalty: 5369.231934
	Iteration 166Q: 3 clusters Score -9419047 nChanged 256
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Score: -9419062.000000 Penalty: 5369.231934
	Iteration 167Q: 3 clusters Score -9419062 nChanged 188
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Entering Unmasked Estep 
Score: -9419076.000000 Penalty: 5369.231934
	Iteration 168Q: 3 clusters Score -9419076 nChanged 199
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Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9419060 nChanged 173
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Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -9419075.000000 Penalty: 5369.231934
	Iteration 170Q: 3 clusters Score -9419075 nChanged 177
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Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -9419036.000000 Penalty: 5369.231934
	Iteration 171Q: 3 clusters Score -9419036 nChanged 203
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Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9419002 nChanged 227
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Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9418963 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9418973 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9418988 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9418981 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9418996 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -9419033.000000 Penalty: 5369.231934
	Iteration 180F: 3 clusters Score -9419033 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -9419057.000000 Penalty: 5369.231934
	Iteration 181Q: 3 clusters Score -9419057 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9419050 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -9419040.000000 Penalty: 5369.231934
	Iteration 183Q: 3 clusters Score -9419040 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -9419056.000000 Penalty: 5369.231934
	Iteration 184Q: 3 clusters Score -9419056 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -9419061.000000 Penalty: 5369.231934
	Iteration 185Q: 3 clusters Score -9419061 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -9419065.000000 Penalty: 5369.231934
	Iteration 186Q: 3 clusters Score -9419065 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -9419041.000000 Penalty: 5369.231934
	Iteration 187Q: 3 clusters Score -9419041 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -9419034.000000 Penalty: 5369.231934
	Iteration 188Q: 3 clusters Score -9419034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -9419043.000000 Penalty: 5369.231934
	Iteration 189Q: 3 clusters Score -9419043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9419060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -9419054.000000 Penalty: 5369.231934
	Iteration 191Q: 3 clusters Score -9419054 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -9419035.000000 Penalty: 5369.231934
	Iteration 192Q: 3 clusters Score -9419035 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -9419013.000000 Penalty: 5369.231934
	Iteration 193Q: 3 clusters Score -9419013 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -9419009.000000 Penalty: 5369.231934
	Iteration 194Q: 3 clusters Score -9419009 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -9418998.000000 Penalty: 5369.231934
	Iteration 195Q: 3 clusters Score -9418998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -9419014.000000 Penalty: 5369.231934
	Iteration 196Q: 3 clusters Score -9419014 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -9419029.000000 Penalty: 5369.231934
	Iteration 197Q: 3 clusters Score -9419029 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9419029 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -9419024.000000 Penalty: 5369.231934
	Iteration 199Q: 3 clusters Score -9419024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -9419016.000000 Penalty: 5369.231934
	Iteration 200F: 3 clusters Score -9419016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -9419003.000000 Penalty: 5369.231934
	Iteration 201Q: 3 clusters Score -9419003 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -9419027.000000 Penalty: 5369.231934
	Iteration 202Q: 3 clusters Score -9419027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9419013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -9419002.000000 Penalty: 5369.231934
	Iteration 204Q: 3 clusters Score -9419002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9419002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -9419005.000000 Penalty: 5369.231934
	Iteration 206Q: 3 clusters Score -9419005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9418997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -9419001.000000 Penalty: 5369.231934
	Iteration 208Q: 3 clusters Score -9419001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -9418991.000000 Penalty: 5369.231934
	Iteration 209Q: 3 clusters Score -9418991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -9418984.000000 Penalty: 5369.231934
	Iteration 210Q: 3 clusters Score -9418984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9418990 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -9418985.000000 Penalty: 5369.231934
	Iteration 212Q: 3 clusters Score -9418985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -9418987.000000 Penalty: 5369.231934
	Iteration 213Q: 3 clusters Score -9418987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -9418967.000000 Penalty: 5369.231934
	Iteration 214Q: 3 clusters Score -9418967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -9418965.000000 Penalty: 5369.231934
	Iteration 215Q: 3 clusters Score -9418965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -9418955.000000 Penalty: 5369.231934
	Iteration 216Q: 3 clusters Score -9418955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -9418947.000000 Penalty: 5369.231934
	Iteration 217Q: 3 clusters Score -9418947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -9418973.000000 Penalty: 5369.231934
	Iteration 218Q: 3 clusters Score -9418973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -9418949.000000 Penalty: 5369.231934
	Iteration 219Q: 3 clusters Score -9418949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -9418959.000000 Penalty: 5369.231934
	Iteration 220F: 3 clusters Score -9418959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -9418954.000000 Penalty: 5369.231934
	Iteration 221Q: 3 clusters Score -9418954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9418950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -9418921.000000 Penalty: 5369.231934
	Iteration 223Q: 3 clusters Score -9418921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -9418929.000000 Penalty: 5369.231934
	Iteration 224Q: 3 clusters Score -9418929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -9418931.000000 Penalty: 5369.231934
	Iteration 225Q: 3 clusters Score -9418931 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -9418920.000000 Penalty: 5369.231934
	Iteration 226Q: 3 clusters Score -9418920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -9418933.000000 Penalty: 5369.231934
	Iteration 227Q: 3 clusters Score -9418933 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9418920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -9418890.000000 Penalty: 5369.231934
	Iteration 229Q: 3 clusters Score -9418890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -9418907.000000 Penalty: 5369.231934
	Iteration 230Q: 3 clusters Score -9418907 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -9418942.000000 Penalty: 5369.231934
	Iteration 231Q: 3 clusters Score -9418942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -9418935.000000 Penalty: 5369.231934
	Iteration 232Q: 3 clusters Score -9418935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -9418929.000000 Penalty: 5369.231934
	Iteration 233Q: 3 clusters Score -9418929 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -9418950.000000 Penalty: 5369.231934
	Iteration 234Q: 3 clusters Score -9418950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -9418908.000000 Penalty: 5369.231934
	Iteration 235Q: 3 clusters Score -9418908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -9418878.000000 Penalty: 5369.231934
	Iteration 236Q: 3 clusters Score -9418878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -9418885.000000 Penalty: 5369.231934
	Iteration 237Q: 3 clusters Score -9418885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -9418908.000000 Penalty: 5369.231934
	Iteration 238Q: 3 clusters Score -9418908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -9418876.000000 Penalty: 5369.231934
	Iteration 239Q: 3 clusters Score -9418876 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -9418877.000000 Penalty: 5369.231934
	Iteration 240F: 3 clusters Score -9418877 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -9418887.000000 Penalty: 5369.231934
	Iteration 241Q: 3 clusters Score -9418887 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9418889 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -9418923.000000 Penalty: 5369.231934
	Iteration 243Q: 3 clusters Score -9418923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -9418917.000000 Penalty: 5369.231934
	Iteration 244Q: 3 clusters Score -9418917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -9418933.000000 Penalty: 5369.231934
	Iteration 245Q: 3 clusters Score -9418933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -9418912.000000 Penalty: 5369.231934
	Iteration 246Q: 3 clusters Score -9418912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -9418906.000000 Penalty: 5369.231934
	Iteration 247Q: 3 clusters Score -9418906 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9418908 nChanged 17
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Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -9418912 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -9418886.000000 Penalty: 5369.231934
	Iteration 250Q: 3 clusters Score -9418886 nChanged 15
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Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -9418906 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -9418876.000000 Penalty: 5369.231934
	Iteration 252Q: 3 clusters Score -9418876 nChanged 25
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Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -9418855.000000 Penalty: 5369.231934
	Iteration 253Q: 3 clusters Score -9418855 nChanged 20
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Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -9418868 nChanged 11
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Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -9418856.000000 Penalty: 5369.231934
	Iteration 255Q: 3 clusters Score -9418856 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -9418852.000000 Penalty: 5369.231934
	Iteration 256Q: 3 clusters Score -9418852 nChanged 8
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Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -9418849.000000 Penalty: 5369.231934
	Iteration 257Q: 3 clusters Score -9418849 nChanged 5
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Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9418856 nChanged 3
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Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -9418853.000000 Penalty: 5369.231934
	Iteration 259Q: 3 clusters Score -9418853 nChanged 4
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Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -9418857.000000 Penalty: 5369.231934
	Iteration 260F: 3 clusters Score -9418857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -9418853 nChanged 1
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Mstep: Class 1 contains 14096 members 
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Entering Unmasked Estep 
Score: -9418860.000000 Penalty: 5369.231934
	Iteration 262Q: 3 clusters Score -9418860 nChanged 2
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Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -9418871.000000 Penalty: 5369.231934
	Iteration 263Q: 3 clusters Score -9418871 nChanged 3
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Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -9418864 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -9418860 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9418866.000000 Penalty: 5369.231934
	Iteration 266Q: 3 clusters Score -9418866 nChanged 3
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Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -9418869.000000 Penalty: 5369.231934
	Iteration 267Q: 3 clusters Score -9418869 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -9418873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9418860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -9418875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -9418874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -9418873.000000 Penalty: 5369.231934
	Iteration 272Q: 3 clusters Score -9418873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -9418897.000000 Penalty: 5369.231934
	Iteration 273Q: 3 clusters Score -9418897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -9418904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -9418893.000000 Penalty: 5369.231934
	Iteration 275Q: 3 clusters Score -9418893 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -9418882.000000 Penalty: 5369.231934
	Iteration 276Q: 3 clusters Score -9418882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -9418893 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -9418881.000000 Penalty: 5369.231934
	Iteration 278Q: 3 clusters Score -9418881 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -9418863 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -9418844.000000 Penalty: 5369.231934
	Iteration 280F: 3 clusters Score -9418844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -9418890.000000 Penalty: 5369.231934
	Iteration 281Q: 3 clusters Score -9418890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -9418858.000000 Penalty: 5369.231934
	Iteration 282Q: 3 clusters Score -9418858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -9418892 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -9418844 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -9418859.000000 Penalty: 5369.231934
	Iteration 285Q: 3 clusters Score -9418859 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -9418867.000000 Penalty: 5369.231934
	Iteration 286Q: 3 clusters Score -9418867 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -9418859 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -9418868.000000 Penalty: 5369.231934
	Iteration 288Q: 3 clusters Score -9418868 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -9418838.000000 Penalty: 5369.231934
	Iteration 289Q: 3 clusters Score -9418838 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -9418813.000000 Penalty: 5369.231934
	Iteration 290Q: 3 clusters Score -9418813 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -9418806.000000 Penalty: 5369.231934
	Iteration 291Q: 3 clusters Score -9418806 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -9418755.000000 Penalty: 5369.231934
	Iteration 292Q: 3 clusters Score -9418755 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -9418763.000000 Penalty: 5369.231934
	Iteration 293Q: 3 clusters Score -9418763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -9418730.000000 Penalty: 5369.231934
	Iteration 294Q: 3 clusters Score -9418730 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -9418720.000000 Penalty: 5369.231934
	Iteration 295Q: 3 clusters Score -9418720 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -9418728.000000 Penalty: 5369.231934
	Iteration 296Q: 3 clusters Score -9418728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -9418719.000000 Penalty: 5369.231934
	Iteration 297Q: 3 clusters Score -9418719 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -9418699.000000 Penalty: 5369.231934
	Iteration 298Q: 3 clusters Score -9418699 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -9418680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -9418637.000000 Penalty: 5369.231934
	Iteration 300F: 3 clusters Score -9418637 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -9418601.000000 Penalty: 5369.231934
	Iteration 301Q: 3 clusters Score -9418601 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -9418599 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -9418555.000000 Penalty: 5369.231934
	Iteration 303Q: 3 clusters Score -9418555 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -9418531.000000 Penalty: 5369.231934
	Iteration 304Q: 3 clusters Score -9418531 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -9418492 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -9418476.000000 Penalty: 5369.231934
	Iteration 306Q: 3 clusters Score -9418476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -9418484.000000 Penalty: 5369.231934
	Iteration 307Q: 3 clusters Score -9418484 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -9418489.000000 Penalty: 5369.231934
	Iteration 308Q: 3 clusters Score -9418489 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -9418468 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -9418476.000000 Penalty: 5369.231934
	Iteration 310Q: 3 clusters Score -9418476 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -9418473.000000 Penalty: 5369.231934
	Iteration 311Q: 3 clusters Score -9418473 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -9418445.000000 Penalty: 5369.231934
	Iteration 312Q: 3 clusters Score -9418445 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -9418451.000000 Penalty: 5369.231934
	Iteration 313Q: 3 clusters Score -9418451 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -9418483.000000 Penalty: 5369.231934
	Iteration 314Q: 3 clusters Score -9418483 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -9418533.000000 Penalty: 5369.231934
	Iteration 315Q: 3 clusters Score -9418533 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -9418497.000000 Penalty: 5369.231934
	Iteration 316Q: 3 clusters Score -9418497 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -9418718.000000 Penalty: 5369.231934
	Iteration 317Q: 3 clusters Score -9418718 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -9418921.000000 Penalty: 5369.231934
	Iteration 318Q: 3 clusters Score -9418921 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -9419118.000000 Penalty: 5369.231934
	Iteration 319Q: 3 clusters Score -9419118 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -9419209.000000 Penalty: 5369.231934
	Iteration 320F: 3 clusters Score -9419209 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -9419280.000000 Penalty: 5369.231934
	Iteration 321Q: 3 clusters Score -9419280 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -9419342.000000 Penalty: 5369.231934
	Iteration 322Q: 3 clusters Score -9419342 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -9419348.000000 Penalty: 5369.231934
	Iteration 323Q: 3 clusters Score -9419348 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -9419408.000000 Penalty: 5369.231934
	Iteration 324Q: 3 clusters Score -9419408 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -9419417.000000 Penalty: 5369.231934
	Iteration 325Q: 3 clusters Score -9419417 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -9419426 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -9419441.000000 Penalty: 5369.231934
	Iteration 327Q: 3 clusters Score -9419441 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -9419404.000000 Penalty: 5369.231934
	Iteration 328Q: 3 clusters Score -9419404 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -9419370.000000 Penalty: 5369.231934
	Iteration 329Q: 3 clusters Score -9419370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -9419373 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -9419330 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -9419362.000000 Penalty: 5369.231934
	Iteration 332Q: 3 clusters Score -9419362 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -9419353.000000 Penalty: 5369.231934
	Iteration 333Q: 3 clusters Score -9419353 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -9419328.000000 Penalty: 5369.231934
	Iteration 334Q: 3 clusters Score -9419328 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -9419327.000000 Penalty: 5369.231934
	Iteration 335Q: 3 clusters Score -9419327 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -9419354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -9419307.000000 Penalty: 5369.231934
	Iteration 337Q: 3 clusters Score -9419307 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -9419302.000000 Penalty: 5369.231934
	Iteration 338Q: 3 clusters Score -9419302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -9419291.000000 Penalty: 5369.231934
	Iteration 339Q: 3 clusters Score -9419291 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -9419285.000000 Penalty: 5369.231934
	Iteration 340F: 3 clusters Score -9419285 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -9419279.000000 Penalty: 5369.231934
	Iteration 341Q: 3 clusters Score -9419279 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -9419276.000000 Penalty: 5369.231934
	Iteration 342Q: 3 clusters Score -9419276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -9419279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -9419272.000000 Penalty: 5369.231934
	Iteration 344Q: 3 clusters Score -9419272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -9419262.000000 Penalty: 5369.231934
	Iteration 345Q: 3 clusters Score -9419262 nChanged 42
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Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -9419264 nChanged 37
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Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -9419267.000000 Penalty: 5369.231934
	Iteration 347Q: 3 clusters Score -9419267 nChanged 38
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Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -9419249 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -9419254 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -9419251.000000 Penalty: 5369.231934
	Iteration 350Q: 3 clusters Score -9419251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -9419247.000000 Penalty: 5369.231934
	Iteration 351Q: 3 clusters Score -9419247 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -9419253.000000 Penalty: 5369.231934
	Iteration 352Q: 3 clusters Score -9419253 nChanged 16
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Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -9419253 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -9419268.000000 Penalty: 5369.231934
	Iteration 354Q: 3 clusters Score -9419268 nChanged 13
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Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -9419265.000000 Penalty: 5369.231934
	Iteration 355Q: 3 clusters Score -9419265 nChanged 11
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Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -9419250.000000 Penalty: 5369.231934
	Iteration 356Q: 3 clusters Score -9419250 nChanged 8
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Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -9419261.000000 Penalty: 5369.231934
	Iteration 357Q: 3 clusters Score -9419261 nChanged 13
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Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -9419262 nChanged 14
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Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -9419268 nChanged 11
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Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -9419266.000000 Penalty: 5369.231934
	Iteration 360F: 3 clusters Score -9419266 nChanged 8
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Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -9419264.000000 Penalty: 5369.231934
	Iteration 361Q: 3 clusters Score -9419264 nChanged 14
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Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -9419255.000000 Penalty: 5369.231934
	Iteration 362Q: 3 clusters Score -9419255 nChanged 5
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Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -9419253.000000 Penalty: 5369.231934
	Iteration 363Q: 3 clusters Score -9419253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -9419255.000000 Penalty: 5369.231934
	Iteration 364Q: 3 clusters Score -9419255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -9419253.000000 Penalty: 5369.231934
	Iteration 365Q: 3 clusters Score -9419253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -9419254.000000 Penalty: 5369.231934
	Iteration 366Q: 3 clusters Score -9419254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -9419248.000000 Penalty: 5369.231934
	Iteration 367Q: 3 clusters Score -9419248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -9419247.000000 Penalty: 5369.231934
	Iteration 368Q: 3 clusters Score -9419247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -9419264.000000 Penalty: 5369.231934
	Iteration 369Q: 3 clusters Score -9419264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -9419253.000000 Penalty: 5369.231934
	Iteration 370Q: 3 clusters Score -9419253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -9419265.000000 Penalty: 5369.231934
	Iteration 371Q: 3 clusters Score -9419265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -9419259.000000 Penalty: 5369.231934
	Iteration 372Q: 3 clusters Score -9419259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -9419266.000000 Penalty: 5369.231934
	Iteration 373Q: 3 clusters Score -9419266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -9419280.000000 Penalty: 5369.231934
	Iteration 374Q: 3 clusters Score -9419280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -9419276.000000 Penalty: 5369.231934
	Iteration 375Q: 3 clusters Score -9419276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -9419284.000000 Penalty: 5369.231934
	Iteration 376Q: 3 clusters Score -9419284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -9419281.000000 Penalty: 5369.231934
	Iteration 377Q: 3 clusters Score -9419281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -9419281.000000 Penalty: 5369.231934
	Iteration 378Q: 3 clusters Score -9419281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -9419274.000000 Penalty: 5369.231934
	Iteration 379Q: 3 clusters Score -9419274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -9419268.000000 Penalty: 5369.231934
	Iteration 380F: 3 clusters Score -9419268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -9419266.000000 Penalty: 5369.231934
	Iteration 381Q: 3 clusters Score -9419266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -9419268.000000 Penalty: 5369.231934
	Iteration 382Q: 3 clusters Score -9419268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -9419268.000000 Penalty: 5369.231934
	Iteration 383F: 3 clusters Score -9419268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -932377.687500 Penalty: 2113.698242
	Iteration 0F: 2 clusters Score -932377.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -927884.937500 Penalty: 4227.396484
	Iteration 0F: 3 clusters Score -927884.9 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -929003.312500 Penalty: 4227.396484
	Iteration 1F: 3 clusters Score -929003.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -929227.812500 Penalty: 4227.396484
	Iteration 2F: 3 clusters Score -929227.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -929393.625000 Penalty: 4227.396484
	Iteration 3Q: 3 clusters Score -929393.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -929545.312500 Penalty: 4227.396484
	Iteration 4Q: 3 clusters Score -929545.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -929694.000000 Penalty: 4227.396484
	Iteration 5Q: 3 clusters Score -929694 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -929854.125000 Penalty: 4227.396484
	Iteration 6Q: 3 clusters Score -929854.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -930007.625000 Penalty: 4227.396484
	Iteration 7Q: 3 clusters Score -930007.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -930153.437500 Penalty: 4227.396484
	Iteration 8Q: 3 clusters Score -930153.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -930291.750000 Penalty: 4227.396484
	Iteration 9Q: 3 clusters Score -930291.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -930423.625000 Penalty: 4227.396484
	Iteration 10Q: 3 clusters Score -930423.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -930526.312500 Penalty: 4227.396484
	Iteration 11Q: 3 clusters Score -930526.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -930612.875000 Penalty: 4227.396484
	Iteration 12Q: 3 clusters Score -930612.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -930695.625000 Penalty: 4227.396484
	Iteration 13Q: 3 clusters Score -930695.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -930760.250000 Penalty: 4227.396484
	Iteration 14Q: 3 clusters Score -930760.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -930801.750000 Penalty: 4227.396484
	Iteration 15Q: 3 clusters Score -930801.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -930830.125000 Penalty: 4227.396484
	Iteration 16Q: 3 clusters Score -930830.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -930841.937500 Penalty: 4227.396484
	Iteration 17Q: 3 clusters Score -930841.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -930851.500000 Penalty: 4227.396484
	Iteration 18Q: 3 clusters Score -930851.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -930859.875000 Penalty: 4227.396484
	Iteration 19Q: 3 clusters Score -930859.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -930871.187500 Penalty: 4227.396484
	Iteration 20F: 3 clusters Score -930871.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -930878.062500 Penalty: 4227.396484
	Iteration 21Q: 3 clusters Score -930878.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -930888.000000 Penalty: 4227.396484
	Iteration 22Q: 3 clusters Score -930888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -930894.562500 Penalty: 4227.396484
	Iteration 23Q: 3 clusters Score -930894.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -930902.312500 Penalty: 4227.396484
	Iteration 24Q: 3 clusters Score -930902.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -930909.250000 Penalty: 4227.396484
	Iteration 25Q: 3 clusters Score -930909.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -930916.562500 Penalty: 4227.396484
	Iteration 26Q: 3 clusters Score -930916.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -930923.437500 Penalty: 4227.396484
	Iteration 27Q: 3 clusters Score -930923.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -930929.437500 Penalty: 4227.396484
	Iteration 28Q: 3 clusters Score -930929.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -930934.812500 Penalty: 4227.396484
	Iteration 29Q: 3 clusters Score -930934.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -930941.687500 Penalty: 4227.396484
	Iteration 30Q: 3 clusters Score -930941.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -930946.937500 Penalty: 4227.396484
	Iteration 31Q: 3 clusters Score -930946.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -930952.625000 Penalty: 4227.396484
	Iteration 32Q: 3 clusters Score -930952.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -930953.750000 Penalty: 4227.396484
	Iteration 33Q: 3 clusters Score -930953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -930956.750000 Penalty: 4227.396484
	Iteration 34Q: 3 clusters Score -930956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -930960.812500 Penalty: 4227.396484
	Iteration 35Q: 3 clusters Score -930960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -930961.250000 Penalty: 4227.396484
	Iteration 36Q: 3 clusters Score -930961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -930962.562500 Penalty: 4227.396484
	Iteration 37Q: 3 clusters Score -930962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -930963.562500 Penalty: 4227.396484
	Iteration 38Q: 3 clusters Score -930963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -930963.562500 Penalty: 4227.396484
	Iteration 39F: 3 clusters Score -930963.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -76529.375000 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -76529.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75135.234375 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -75135.23 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -75483.609375 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -75483.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -75731.757812 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -75731.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -75881.914062 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -75881.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -76013.859375 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -76013.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -76165.750000 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -76165.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -76308.742188 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -76308.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -76369.554688 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -76369.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -76453.812500 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -76453.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -76555.156250 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -76555.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -76618.140625 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -76618.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -76626.890625 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -76626.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76652.570312 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -76652.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76660.906250 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -76660.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76672.742188 Penalty: 3095.176758
	Iteration 14F: 3 clusters Score -76672.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -76713.828125 Penalty: 3095.176758
	Iteration 15Q: 3 clusters Score -76713.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76749.539062 Penalty: 3095.176758
	Iteration 16Q: 3 clusters Score -76749.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76765.679688 Penalty: 3095.176758
	Iteration 17Q: 3 clusters Score -76765.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76767.875000 Penalty: 3095.176758
	Iteration 18Q: 3 clusters Score -76767.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76767.875000 Penalty: 3095.176758
	Iteration 19F: 3 clusters Score -76767.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47515 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53909 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 12310 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 41312 members 
Mstep: Class 12 contains 27089 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51849 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 23409 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49964 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 50265 members 
Mstep: Class 21 contains 5029 members 
Mstep: Class 22 contains 299 members 
Mstep: Class 23 contains 49944 members 
Mstep: Class 24 contains 48986 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 43979 members 
Mstep: Class 27 contains 9635 members 
Mstep: Class 28 contains 48191 members 
Mstep: Class 29 contains 214 members 
Entering Unmasked Estep 
Score: -110179896.000000 Penalty: 95718.617188
Splitting cluster 22 changes total score from -110181856.000000 to -110179896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (49944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Entering Unmasked Estep 
Score: -9283174.000000 Penalty: 2683.027100
	Iteration 0F: 2 clusters Score -9283174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -9251101.000000 Penalty: 5366.054199
	Iteration 0F: 3 clusters Score -9251101 nChanged 23174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -9263698.000000 Penalty: 5366.054199
	Iteration 1F: 3 clusters Score -9263698 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -9264123.000000 Penalty: 5366.054199
	Iteration 2Q: 3 clusters Score -9264123 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -9264648.000000 Penalty: 5366.054199
	Iteration 3Q: 3 clusters Score -9264648 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -9265354.000000 Penalty: 5366.054199
	Iteration 4Q: 3 clusters Score -9265354 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -9266459.000000 Penalty: 5366.054199
	Iteration 5Q: 3 clusters Score -9266459 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -9268280.000000 Penalty: 5366.054199
	Iteration 6F: 3 clusters Score -9268280 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -9271121.000000 Penalty: 5366.054199
	Iteration 7F: 3 clusters Score -9271121 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -9274855.000000 Penalty: 5366.054199
	Iteration 8F: 3 clusters Score -9274855 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -9278245.000000 Penalty: 5366.054199
	Iteration 9F: 3 clusters Score -9278245 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9280036.000000 Penalty: 5366.054199
	Iteration 10Q: 3 clusters Score -9280036 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9280560.000000 Penalty: 5366.054199
	Iteration 11Q: 3 clusters Score -9280560 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9280708.000000 Penalty: 5366.054199
	Iteration 12Q: 3 clusters Score -9280708 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9280800.000000 Penalty: 5366.054199
	Iteration 13Q: 3 clusters Score -9280800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9280825.000000 Penalty: 5366.054199
	Iteration 14Q: 3 clusters Score -9280825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9280847.000000 Penalty: 5366.054199
	Iteration 15Q: 3 clusters Score -9280847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9280866.000000 Penalty: 5366.054199
	Iteration 16Q: 3 clusters Score -9280866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9280876.000000 Penalty: 5366.054199
	Iteration 17Q: 3 clusters Score -9280876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9280889.000000 Penalty: 5366.054199
	Iteration 18Q: 3 clusters Score -9280889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9280886.000000 Penalty: 5366.054199
	Iteration 19Q: 3 clusters Score -9280886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9280886.000000 Penalty: 5366.054199
	Iteration 20F: 3 clusters Score -9280886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Entering Unmasked Estep 
Score: -9106698.000000 Penalty: 2678.223877
	Iteration 0F: 2 clusters Score -9106698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -9074295.000000 Penalty: 5356.447754
	Iteration 0F: 3 clusters Score -9074295 nChanged 22709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -9087264.000000 Penalty: 5356.447754
	Iteration 1F: 3 clusters Score -9087264 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -9088025.000000 Penalty: 5356.447754
	Iteration 2Q: 3 clusters Score -9088025 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -9089096.000000 Penalty: 5356.447754
	Iteration 3Q: 3 clusters Score -9089096 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -9090383.000000 Penalty: 5356.447754
	Iteration 4F: 3 clusters Score -9090383 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -9092430.000000 Penalty: 5356.447754
	Iteration 5F: 3 clusters Score -9092430 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -9095136.000000 Penalty: 5356.447754
	Iteration 6F: 3 clusters Score -9095136 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -9097990.000000 Penalty: 5356.447754
	Iteration 7F: 3 clusters Score -9097990 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -9100305.000000 Penalty: 5356.447754
	Iteration 8F: 3 clusters Score -9100305 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -9101843.000000 Penalty: 5356.447754
	Iteration 9Q: 3 clusters Score -9101843 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -9102839.000000 Penalty: 5356.447754
	Iteration 10Q: 3 clusters Score -9102839 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9103520.000000 Penalty: 5356.447754
	Iteration 11Q: 3 clusters Score -9103520 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9103852.000000 Penalty: 5356.447754
	Iteration 12Q: 3 clusters Score -9103852 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9104033.000000 Penalty: 5356.447754
	Iteration 13Q: 3 clusters Score -9104033 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9104203.000000 Penalty: 5356.447754
	Iteration 14Q: 3 clusters Score -9104203 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9104291.000000 Penalty: 5356.447754
	Iteration 15Q: 3 clusters Score -9104291 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9104359.000000 Penalty: 5356.447754
	Iteration 16Q: 3 clusters Score -9104359 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9104416.000000 Penalty: 5356.447754
	Iteration 17Q: 3 clusters Score -9104416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9104462.000000 Penalty: 5356.447754
	Iteration 18Q: 3 clusters Score -9104462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9104475.000000 Penalty: 5356.447754
	Iteration 19Q: 3 clusters Score -9104475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9104488.000000 Penalty: 5356.447754
	Iteration 20F: 3 clusters Score -9104488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9104509.000000 Penalty: 5356.447754
	Iteration 21Q: 3 clusters Score -9104509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9104512.000000 Penalty: 5356.447754
	Iteration 22Q: 3 clusters Score -9104512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9104514.000000 Penalty: 5356.447754
	Iteration 23Q: 3 clusters Score -9104514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9104524.000000 Penalty: 5356.447754
	Iteration 24Q: 3 clusters Score -9104524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9104521.000000 Penalty: 5356.447754
	Iteration 25Q: 3 clusters Score -9104521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9104528.000000 Penalty: 5356.447754
	Iteration 26Q: 3 clusters Score -9104528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9104536.000000 Penalty: 5356.447754
	Iteration 27Q: 3 clusters Score -9104536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9104527.000000 Penalty: 5356.447754
	Iteration 28Q: 3 clusters Score -9104527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9104534.000000 Penalty: 5356.447754
	Iteration 29Q: 3 clusters Score -9104534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9104533.000000 Penalty: 5356.447754
	Iteration 30Q: 3 clusters Score -9104533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9104539.000000 Penalty: 5356.447754
	Iteration 31Q: 3 clusters Score -9104539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9104540.000000 Penalty: 5356.447754
	Iteration 32Q: 3 clusters Score -9104540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9104540.000000 Penalty: 5356.447754
	Iteration 33F: 3 clusters Score -9104540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Entering Unmasked Estep 
Score: -3024351.250000 Penalty: 2401.622803
	Iteration 0F: 2 clusters Score -3024351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3012782.250000 Penalty: 4803.245605
	Iteration 0F: 3 clusters Score -3012782 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3016521.000000 Penalty: 4803.245605
	Iteration 1F: 3 clusters Score -3016521 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3016804.250000 Penalty: 4803.245605
	Iteration 2F: 3 clusters Score -3016804 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3017022.750000 Penalty: 4803.245605
	Iteration 3Q: 3 clusters Score -3017023 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3017156.250000 Penalty: 4803.245605
	Iteration 4Q: 3 clusters Score -3017156 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3017279.250000 Penalty: 4803.245605
	Iteration 5Q: 3 clusters Score -3017279 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3017399.000000 Penalty: 4803.245605
	Iteration 6Q: 3 clusters Score -3017399 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3017498.250000 Penalty: 4803.245605
	Iteration 7Q: 3 clusters Score -3017498 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3017621.250000 Penalty: 4803.245605
	Iteration 8Q: 3 clusters Score -3017621 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3017771.000000 Penalty: 4803.245605
	Iteration 9Q: 3 clusters Score -3017771 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3017986.000000 Penalty: 4803.245605
	Iteration 10Q: 3 clusters Score -3017986 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3018271.250000 Penalty: 4803.245605
	Iteration 11Q: 3 clusters Score -3018271 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3018685.000000 Penalty: 4803.245605
	Iteration 12Q: 3 clusters Score -3018685 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3019220.750000 Penalty: 4803.245605
	Iteration 13F: 3 clusters Score -3019221 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3019884.500000 Penalty: 4803.245605
	Iteration 14F: 3 clusters Score -3019884 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3020570.250000 Penalty: 4803.245605
	Iteration 15F: 3 clusters Score -3020570 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3021166.500000 Penalty: 4803.245605
	Iteration 16Q: 3 clusters Score -3021166 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3021637.750000 Penalty: 4803.245605
	Iteration 17Q: 3 clusters Score -3021638 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3021917.500000 Penalty: 4803.245605
	Iteration 18Q: 3 clusters Score -3021918 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3022072.750000 Penalty: 4803.245605
	Iteration 19Q: 3 clusters Score -3022073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3022154.000000 Penalty: 4803.245605
	Iteration 20F: 3 clusters Score -3022154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3022184.000000 Penalty: 4803.245605
	Iteration 21Q: 3 clusters Score -3022184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3022198.500000 Penalty: 4803.245605
	Iteration 22Q: 3 clusters Score -3022198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3022211.000000 Penalty: 4803.245605
	Iteration 23Q: 3 clusters Score -3022211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3022218.250000 Penalty: 4803.245605
	Iteration 24Q: 3 clusters Score -3022218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3022222.000000 Penalty: 4803.245605
	Iteration 25Q: 3 clusters Score -3022222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3022232.000000 Penalty: 4803.245605
	Iteration 26Q: 3 clusters Score -3022232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3022236.250000 Penalty: 4803.245605
	Iteration 27Q: 3 clusters Score -3022236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3022236.500000 Penalty: 4803.245605
	Iteration 28Q: 3 clusters Score -3022236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3022233.000000 Penalty: 4803.245605
	Iteration 29Q: 3 clusters Score -3022233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3022233.750000 Penalty: 4803.245605
	Iteration 30Q: 3 clusters Score -3022234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3022233.750000 Penalty: 4803.245605
	Iteration 31F: 3 clusters Score -3022234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Entering Unmasked Estep 
Score: -8175918.500000 Penalty: 2651.483887
	Iteration 0F: 2 clusters Score -8175918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -8146303.000000 Penalty: 5302.967773
	Iteration 0F: 3 clusters Score -8146303 nChanged 20237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -8157509.500000 Penalty: 5302.967773
	Iteration 1F: 3 clusters Score -8157510 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -8158189.500000 Penalty: 5302.967773
	Iteration 2Q: 3 clusters Score -8158190 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -8159104.500000 Penalty: 5302.967773
	Iteration 3Q: 3 clusters Score -8159104 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -8160412.500000 Penalty: 5302.967773
	Iteration 4F: 3 clusters Score -8160412 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -8162479.000000 Penalty: 5302.967773
	Iteration 5F: 3 clusters Score -8162479 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -8165613.500000 Penalty: 5302.967773
	Iteration 6F: 3 clusters Score -8165614 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -8169047.500000 Penalty: 5302.967773
	Iteration 7F: 3 clusters Score -8169048 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -8171583.000000 Penalty: 5302.967773
	Iteration 8F: 3 clusters Score -8171583 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8172780.000000 Penalty: 5302.967773
	Iteration 9Q: 3 clusters Score -8172780 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -8173261.000000 Penalty: 5302.967773
	Iteration 10Q: 3 clusters Score -8173261 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -8173440.500000 Penalty: 5302.967773
	Iteration 11Q: 3 clusters Score -8173440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -8173522.500000 Penalty: 5302.967773
	Iteration 12Q: 3 clusters Score -8173522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -8173570.000000 Penalty: 5302.967773
	Iteration 13Q: 3 clusters Score -8173570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8173598.500000 Penalty: 5302.967773
	Iteration 14Q: 3 clusters Score -8173598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8173603.000000 Penalty: 5302.967773
	Iteration 15Q: 3 clusters Score -8173603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -8173605.500000 Penalty: 5302.967773
	Iteration 16Q: 3 clusters Score -8173606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8173612.000000 Penalty: 5302.967773
	Iteration 17Q: 3 clusters Score -8173612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -8173615.000000 Penalty: 5302.967773
	Iteration 18Q: 3 clusters Score -8173615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -8173619.000000 Penalty: 5302.967773
	Iteration 19Q: 3 clusters Score -8173619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8173619.000000 Penalty: 5302.967773
	Iteration 20F: 3 clusters Score -8173619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8173628.000000 Penalty: 5302.967773
	Iteration 21Q: 3 clusters Score -8173628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8173631.500000 Penalty: 5302.967773
	Iteration 22Q: 3 clusters Score -8173632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8173631.500000 Penalty: 5302.967773
	Iteration 23F: 3 clusters Score -8173632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Entering Unmasked Estep 
Score: -1787279.250000 Penalty: 2274.943115
	Iteration 0F: 2 clusters Score -1787279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1779875.625000 Penalty: 4549.886230
	Iteration 0F: 3 clusters Score -1779876 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1782098.000000 Penalty: 4549.886230
	Iteration 1F: 3 clusters Score -1782098 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1782592.875000 Penalty: 4549.886230
	Iteration 2F: 3 clusters Score -1782593 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1783111.250000 Penalty: 4549.886230
	Iteration 3F: 3 clusters Score -1783111 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1783591.875000 Penalty: 4549.886230
	Iteration 4F: 3 clusters Score -1783592 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1784058.125000 Penalty: 4549.886230
	Iteration 5F: 3 clusters Score -1784058 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1784537.625000 Penalty: 4549.886230
	Iteration 6F: 3 clusters Score -1784538 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1784975.750000 Penalty: 4549.886230
	Iteration 7F: 3 clusters Score -1784976 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1785359.375000 Penalty: 4549.886230
	Iteration 8Q: 3 clusters Score -1785359 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1785635.125000 Penalty: 4549.886230
	Iteration 9Q: 3 clusters Score -1785635 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1785806.625000 Penalty: 4549.886230
	Iteration 10Q: 3 clusters Score -1785807 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1785883.875000 Penalty: 4549.886230
	Iteration 11Q: 3 clusters Score -1785884 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1785908.125000 Penalty: 4549.886230
	Iteration 12Q: 3 clusters Score -1785908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1785928.375000 Penalty: 4549.886230
	Iteration 13Q: 3 clusters Score -1785928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1785939.875000 Penalty: 4549.886230
	Iteration 14Q: 3 clusters Score -1785940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1785948.000000 Penalty: 4549.886230
	Iteration 15Q: 3 clusters Score -1785948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1785949.000000 Penalty: 4549.886230
	Iteration 16Q: 3 clusters Score -1785949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1785952.875000 Penalty: 4549.886230
	Iteration 17Q: 3 clusters Score -1785953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1785955.000000 Penalty: 4549.886230
	Iteration 18Q: 3 clusters Score -1785955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1785953.750000 Penalty: 4549.886230
	Iteration 19Q: 3 clusters Score -1785954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1785955.250000 Penalty: 4549.886230
	Iteration 20F: 3 clusters Score -1785955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1785957.000000 Penalty: 4549.886230
	Iteration 21Q: 3 clusters Score -1785957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1785957.750000 Penalty: 4549.886230
	Iteration 22Q: 3 clusters Score -1785958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1785958.750000 Penalty: 4549.886230
	Iteration 23Q: 3 clusters Score -1785959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1785962.750000 Penalty: 4549.886230
	Iteration 24Q: 3 clusters Score -1785963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1785964.875000 Penalty: 4549.886230
	Iteration 25Q: 3 clusters Score -1785965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1785968.750000 Penalty: 4549.886230
	Iteration 26Q: 3 clusters Score -1785969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1785968.500000 Penalty: 4549.886230
	Iteration 27Q: 3 clusters Score -1785968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1785974.375000 Penalty: 4549.886230
	Iteration 28Q: 3 clusters Score -1785974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1785974.500000 Penalty: 4549.886230
	Iteration 29Q: 3 clusters Score -1785974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1785973.500000 Penalty: 4549.886230
	Iteration 30Q: 3 clusters Score -1785974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1785980.875000 Penalty: 4549.886230
	Iteration 31Q: 3 clusters Score -1785981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1785980.000000 Penalty: 4549.886230
	Iteration 32Q: 3 clusters Score -1785980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1785979.000000 Penalty: 4549.886230
	Iteration 33Q: 3 clusters Score -1785979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1785978.500000 Penalty: 4549.886230
	Iteration 34Q: 3 clusters Score -1785978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1785979.125000 Penalty: 4549.886230
	Iteration 35Q: 3 clusters Score -1785979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1785981.875000 Penalty: 4549.886230
	Iteration 36Q: 3 clusters Score -1785982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1785981.875000 Penalty: 4549.886230
	Iteration 37F: 3 clusters Score -1785982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Entering Unmasked Estep 
Score: -9039311.000000 Penalty: 2674.166016
	Iteration 0F: 2 clusters Score -9039311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -9007744.000000 Penalty: 5348.332031
	Iteration 0F: 3 clusters Score -9007744 nChanged 22331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -9020120.000000 Penalty: 5348.332031
	Iteration 1F: 3 clusters Score -9020120 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -9020600.000000 Penalty: 5348.332031
	Iteration 2Q: 3 clusters Score -9020600 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -9021044.000000 Penalty: 5348.332031
	Iteration 3Q: 3 clusters Score -9021044 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -9021570.000000 Penalty: 5348.332031
	Iteration 4Q: 3 clusters Score -9021570 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -9022184.000000 Penalty: 5348.332031
	Iteration 5Q: 3 clusters Score -9022184 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -9022947.000000 Penalty: 5348.332031
	Iteration 6Q: 3 clusters Score -9022947 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -9024128.000000 Penalty: 5348.332031
	Iteration 7Q: 3 clusters Score -9024128 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -9025699.000000 Penalty: 5348.332031
	Iteration 8F: 3 clusters Score -9025699 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -9027892.000000 Penalty: 5348.332031
	Iteration 9F: 3 clusters Score -9027892 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -9030249.000000 Penalty: 5348.332031
	Iteration 10F: 3 clusters Score -9030249 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -9032379.000000 Penalty: 5348.332031
	Iteration 11F: 3 clusters Score -9032379 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -9034026.000000 Penalty: 5348.332031
	Iteration 12Q: 3 clusters Score -9034026 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -9035331.000000 Penalty: 5348.332031
	Iteration 13Q: 3 clusters Score -9035331 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -9036122.000000 Penalty: 5348.332031
	Iteration 14Q: 3 clusters Score -9036122 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -9036501.000000 Penalty: 5348.332031
	Iteration 15Q: 3 clusters Score -9036501 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -9036693.000000 Penalty: 5348.332031
	Iteration 16Q: 3 clusters Score -9036693 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -9036786.000000 Penalty: 5348.332031
	Iteration 17Q: 3 clusters Score -9036786 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -9036885.000000 Penalty: 5348.332031
	Iteration 18Q: 3 clusters Score -9036885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -9036938.000000 Penalty: 5348.332031
	Iteration 19Q: 3 clusters Score -9036938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -9036960.000000 Penalty: 5348.332031
	Iteration 20F: 3 clusters Score -9036960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -9036996.000000 Penalty: 5348.332031
	Iteration 21Q: 3 clusters Score -9036996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -9037006.000000 Penalty: 5348.332031
	Iteration 22Q: 3 clusters Score -9037006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -9037013.000000 Penalty: 5348.332031
	Iteration 23Q: 3 clusters Score -9037013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -9037026.000000 Penalty: 5348.332031
	Iteration 24Q: 3 clusters Score -9037026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -9037032.000000 Penalty: 5348.332031
	Iteration 25Q: 3 clusters Score -9037032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -9037029.000000 Penalty: 5348.332031
	Iteration 26Q: 3 clusters Score -9037029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -9037033.000000 Penalty: 5348.332031
	Iteration 27Q: 3 clusters Score -9037033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -9037037.000000 Penalty: 5348.332031
	Iteration 28Q: 3 clusters Score -9037037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -9037044.000000 Penalty: 5348.332031
	Iteration 29Q: 3 clusters Score -9037044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -9037040.000000 Penalty: 5348.332031
	Iteration 30Q: 3 clusters Score -9037040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -9037045.000000 Penalty: 5348.332031
	Iteration 31Q: 3 clusters Score -9037045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -9037045.000000 Penalty: 5348.332031
	Iteration 32F: 3 clusters Score -9037045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47515 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53909 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 12310 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 41312 members 
Mstep: Class 12 contains 27089 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51849 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 23409 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49964 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 50265 members 
Mstep: Class 21 contains 5029 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 49944 members 
Mstep: Class 24 contains 48986 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 43979 members 
Mstep: Class 27 contains 9635 members 
Mstep: Class 28 contains 48191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181904.000000 Penalty: 92417.976562
Iteration 199Q: 29 clusters Score -1.101819e+08 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 46886 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12480 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53821 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 11935 members 
Mstep: Class 10 contains 3221 members 
Mstep: Class 11 contains 41044 members 
Mstep: Class 12 contains 27099 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51772 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23319 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49908 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 50080 members 
Mstep: Class 21 contains 5031 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 51432 members 
Mstep: Class 24 contains 48994 members 
Mstep: Class 25 contains 16141 members 
Mstep: Class 26 contains 43950 members 
Mstep: Class 27 contains 9642 members 
Mstep: Class 28 contains 48250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182080.000000 Penalty: 92417.976562
Iteration 200F: 29 clusters Score -1.101821e+08 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 46709 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12439 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53738 members 
Mstep: Class 7 contains 2213 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 3487 members 
Mstep: Class 11 contains 40699 members 
Mstep: Class 12 contains 27090 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51671 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23238 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49881 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 49766 members 
Mstep: Class 21 contains 5030 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 52934 members 
Mstep: Class 24 contains 48995 members 
Mstep: Class 25 contains 16202 members 
Mstep: Class 26 contains 43953 members 
Mstep: Class 27 contains 9656 members 
Mstep: Class 28 contains 48277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181208.000000 Penalty: 92417.976562
Iteration 201Q: 29 clusters Score -1.101812e+08 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 46075 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12417 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53721 members 
Mstep: Class 7 contains 2215 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 10640 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 40471 members 
Mstep: Class 12 contains 27102 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51574 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23152 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 49873 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 49453 members 
Mstep: Class 21 contains 5028 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 54400 members 
Mstep: Class 24 contains 49017 members 
Mstep: Class 25 contains 16238 members 
Mstep: Class 26 contains 43927 members 
Mstep: Class 27 contains 9678 members 
Mstep: Class 28 contains 48401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180424.000000 Penalty: 92417.976562
Iteration 202Q: 29 clusters Score -1.101804e+08 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45523 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12400 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53684 members 
Mstep: Class 7 contains 2214 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 10249 members 
Mstep: Class 10 contains 4194 members 
Mstep: Class 11 contains 40368 members 
Mstep: Class 12 contains 27098 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51561 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 23035 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 49977 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 49189 members 
Mstep: Class 21 contains 5027 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 55282 members 
Mstep: Class 24 contains 49039 members 
Mstep: Class 25 contains 16279 members 
Mstep: Class 26 contains 43924 members 
Mstep: Class 27 contains 9686 members 
Mstep: Class 28 contains 48485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179752.000000 Penalty: 92417.976562
Iteration 203Q: 29 clusters Score -1.101798e+08 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44929 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12405 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53686 members 
Mstep: Class 7 contains 2215 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 9897 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 11 contains 40418 members 
Mstep: Class 12 contains 27105 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51535 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22937 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 50079 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 49032 members 
Mstep: Class 21 contains 5021 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 55843 members 
Mstep: Class 24 contains 49048 members 
Mstep: Class 25 contains 16330 members 
Mstep: Class 26 contains 43899 members 
Mstep: Class 27 contains 9690 members 
Mstep: Class 28 contains 48578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178976.000000 Penalty: 92417.976562
Iteration 204Q: 29 clusters Score -1.10179e+08 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 44441 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12419 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53680 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 9544 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 40584 members 
Mstep: Class 12 contains 27127 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51503 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22871 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 50187 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 48860 members 
Mstep: Class 21 contains 5018 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 56171 members 
Mstep: Class 24 contains 49041 members 
Mstep: Class 25 contains 16387 members 
Mstep: Class 26 contains 43872 members 
Mstep: Class 27 contains 9691 members 
Mstep: Class 28 contains 48656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178824.000000 Penalty: 92417.976562
Iteration 205Q: 29 clusters Score -1.101788e+08 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 44188 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12423 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53658 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 5290 members 
Mstep: Class 11 contains 40909 members 
Mstep: Class 12 contains 27159 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51466 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22816 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 50296 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 48707 members 
Mstep: Class 21 contains 5023 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 56191 members 
Mstep: Class 24 contains 49038 members 
Mstep: Class 25 contains 16429 members 
Mstep: Class 26 contains 43847 members 
Mstep: Class 27 contains 9689 members 
Mstep: Class 28 contains 48728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178952.000000 Penalty: 92417.976562
Iteration 206Q: 29 clusters Score -1.10179e+08 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44065 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12433 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53643 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 8739 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 41285 members 
Mstep: Class 12 contains 27180 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51407 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22764 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 50405 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 48586 members 
Mstep: Class 21 contains 5027 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 55992 members 
Mstep: Class 24 contains 49034 members 
Mstep: Class 25 contains 16483 members 
Mstep: Class 26 contains 43813 members 
Mstep: Class 27 contains 9693 members 
Mstep: Class 28 contains 48835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178984.000000 Penalty: 92417.976562
Iteration 207Q: 29 clusters Score -1.10179e+08 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 44019 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53640 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 8366 members 
Mstep: Class 10 contains 5878 members 
Mstep: Class 11 contains 41691 members 
Mstep: Class 12 contains 27195 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51397 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22709 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 50513 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 48482 members 
Mstep: Class 21 contains 5031 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 55699 members 
Mstep: Class 24 contains 49027 members 
Mstep: Class 25 contains 16524 members 
Mstep: Class 26 contains 43795 members 
Mstep: Class 27 contains 9696 members 
Mstep: Class 28 contains 48894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179312.000000 Penalty: 92417.976562
Iteration 208Q: 29 clusters Score -1.101793e+08 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44052 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12452 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53673 members 
Mstep: Class 7 contains 2217 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 8015 members 
Mstep: Class 10 contains 6075 members 
Mstep: Class 11 contains 42120 members 
Mstep: Class 12 contains 27211 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51338 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22676 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 50585 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 48417 members 
Mstep: Class 21 contains 5035 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 55295 members 
Mstep: Class 24 contains 49027 members 
Mstep: Class 25 contains 16563 members 
Mstep: Class 26 contains 43762 members 
Mstep: Class 27 contains 9703 members 
Mstep: Class 28 contains 48998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179984.000000 Penalty: 92417.976562
Iteration 209Q: 29 clusters Score -1.1018e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 44104 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12453 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53725 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 7695 members 
Mstep: Class 10 contains 6207 members 
Mstep: Class 11 contains 42522 members 
Mstep: Class 12 contains 27225 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51345 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22643 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 50641 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 48509 members 
Mstep: Class 21 contains 5035 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 54823 members 
Mstep: Class 24 contains 49008 members 
Mstep: Class 25 contains 16589 members 
Mstep: Class 26 contains 43715 members 
Mstep: Class 27 contains 9704 members 
Mstep: Class 28 contains 49054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180296.000000 Penalty: 92417.976562
Iteration 210Q: 29 clusters Score -1.101803e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 44246 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53735 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 7420 members 
Mstep: Class 10 contains 6281 members 
Mstep: Class 11 contains 42924 members 
Mstep: Class 12 contains 27236 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51331 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22612 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50678 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 48584 members 
Mstep: Class 21 contains 5035 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 54350 members 
Mstep: Class 24 contains 48986 members 
Mstep: Class 25 contains 16629 members 
Mstep: Class 26 contains 43665 members 
Mstep: Class 27 contains 9709 members 
Mstep: Class 28 contains 49113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180864.000000 Penalty: 92417.976562
Iteration 211Q: 29 clusters Score -1.101809e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 44416 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12476 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53769 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 43289 members 
Mstep: Class 12 contains 27244 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51300 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22599 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50687 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 48697 members 
Mstep: Class 21 contains 5031 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 53887 members 
Mstep: Class 24 contains 48947 members 
Mstep: Class 25 contains 16656 members 
Mstep: Class 26 contains 43612 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 49132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181064.000000 Penalty: 92417.976562
Iteration 212Q: 29 clusters Score -1.101811e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 44593 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12488 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53794 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 7018 members 
Mstep: Class 10 contains 6393 members 
Mstep: Class 11 contains 43553 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51252 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22569 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50683 members 
Mstep: Class 19 contains 1109 members 
Mstep: Class 20 contains 48816 members 
Mstep: Class 21 contains 5027 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 53474 members 
Mstep: Class 24 contains 48937 members 
Mstep: Class 25 contains 16681 members 
Mstep: Class 26 contains 43548 members 
Mstep: Class 27 contains 9725 members 
Mstep: Class 28 contains 49180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181640.000000 Penalty: 92417.976562
Iteration 213Q: 29 clusters Score -1.101816e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 44797 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12486 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53878 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 6856 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 43763 members 
Mstep: Class 12 contains 27273 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51244 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22527 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50658 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 48944 members 
Mstep: Class 21 contains 5024 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 53053 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 16692 members 
Mstep: Class 26 contains 43461 members 
Mstep: Class 27 contains 9730 members 
Mstep: Class 28 contains 49251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181840.000000 Penalty: 92417.976562
Iteration 214Q: 29 clusters Score -1.101818e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45024 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12480 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53933 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 6691 members 
Mstep: Class 10 contains 6468 members 
Mstep: Class 11 contains 43947 members 
Mstep: Class 12 contains 27290 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51208 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22492 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50611 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 49088 members 
Mstep: Class 21 contains 5022 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 52678 members 
Mstep: Class 24 contains 48905 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 43391 members 
Mstep: Class 27 contains 9738 members 
Mstep: Class 28 contains 49310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181800.000000 Penalty: 92417.976562
Iteration 215Q: 29 clusters Score -1.101818e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45318 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 53976 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 6545 members 
Mstep: Class 10 contains 6467 members 
Mstep: Class 11 contains 44087 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51200 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22444 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50585 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 49196 members 
Mstep: Class 21 contains 5020 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 52328 members 
Mstep: Class 24 contains 48896 members 
Mstep: Class 25 contains 16748 members 
Mstep: Class 26 contains 43322 members 
Mstep: Class 27 contains 9741 members 
Mstep: Class 28 contains 49351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181640.000000 Penalty: 92417.976562
Iteration 216Q: 29 clusters Score -1.101816e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45592 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12460 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54026 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 6426 members 
Mstep: Class 10 contains 6460 members 
Mstep: Class 11 contains 44184 members 
Mstep: Class 12 contains 27305 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51225 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22408 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50543 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 49382 members 
Mstep: Class 21 contains 5019 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 51924 members 
Mstep: Class 24 contains 48890 members 
Mstep: Class 25 contains 16776 members 
Mstep: Class 26 contains 43267 members 
Mstep: Class 27 contains 9738 members 
Mstep: Class 28 contains 49367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181880.000000 Penalty: 92417.976562
Iteration 217Q: 29 clusters Score -1.101819e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45897 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12455 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54098 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 6341 members 
Mstep: Class 10 contains 6436 members 
Mstep: Class 11 contains 44208 members 
Mstep: Class 12 contains 27318 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51278 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22372 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50494 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 49603 members 
Mstep: Class 21 contains 5020 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 51505 members 
Mstep: Class 24 contains 48885 members 
Mstep: Class 25 contains 16813 members 
Mstep: Class 26 contains 43147 members 
Mstep: Class 27 contains 9743 members 
Mstep: Class 28 contains 49379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182320.000000 Penalty: 92417.976562
Iteration 218Q: 29 clusters Score -1.101823e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 46265 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12454 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54158 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 6263 members 
Mstep: Class 10 contains 6399 members 
Mstep: Class 11 contains 44228 members 
Mstep: Class 12 contains 27323 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51315 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50465 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 49806 members 
Mstep: Class 21 contains 5019 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 50999 members 
Mstep: Class 24 contains 48883 members 
Mstep: Class 25 contains 16854 members 
Mstep: Class 26 contains 43076 members 
Mstep: Class 27 contains 9749 members 
Mstep: Class 28 contains 49388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182864.000000 Penalty: 92417.976562
Iteration 219Q: 29 clusters Score -1.101829e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 46715 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12452 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54229 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 6220 members 
Mstep: Class 10 contains 6324 members 
Mstep: Class 11 contains 44218 members 
Mstep: Class 12 contains 27331 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51358 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22309 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50429 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50039 members 
Mstep: Class 21 contains 5016 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 50413 members 
Mstep: Class 24 contains 48899 members 
Mstep: Class 25 contains 16893 members 
Mstep: Class 26 contains 43020 members 
Mstep: Class 27 contains 9758 members 
Mstep: Class 28 contains 49369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183280.000000 Penalty: 92417.976562
Iteration 220F: 29 clusters Score -1.101833e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47293 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54249 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 6181 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 44159 members 
Mstep: Class 12 contains 27335 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51393 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22265 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50389 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50209 members 
Mstep: Class 21 contains 5010 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 49955 members 
Mstep: Class 24 contains 48908 members 
Mstep: Class 25 contains 16927 members 
Mstep: Class 26 contains 42982 members 
Mstep: Class 27 contains 9759 members 
Mstep: Class 28 contains 49292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183264.000000 Penalty: 92417.976562
Iteration 221Q: 29 clusters Score -1.101833e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47871 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12432 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54271 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 6117 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 44119 members 
Mstep: Class 12 contains 27334 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51454 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22202 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50347 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50373 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 49492 members 
Mstep: Class 24 contains 48919 members 
Mstep: Class 25 contains 16947 members 
Mstep: Class 26 contains 42964 members 
Mstep: Class 27 contains 9767 members 
Mstep: Class 28 contains 49225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183272.000000 Penalty: 92417.976562
Iteration 222Q: 29 clusters Score -1.101833e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48425 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12425 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54285 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 6067 members 
Mstep: Class 10 contains 6044 members 
Mstep: Class 11 contains 44044 members 
Mstep: Class 12 contains 27337 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51463 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22142 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50308 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50545 members 
Mstep: Class 21 contains 5007 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 49160 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 16983 members 
Mstep: Class 26 contains 42937 members 
Mstep: Class 27 contains 9780 members 
Mstep: Class 28 contains 49119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183288.000000 Penalty: 92417.976562
Iteration 223Q: 29 clusters Score -1.101833e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48900 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12428 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54284 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 6023 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 43982 members 
Mstep: Class 12 contains 27341 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51495 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22098 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50256 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50695 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48923 members 
Mstep: Class 24 contains 48926 members 
Mstep: Class 25 contains 17009 members 
Mstep: Class 26 contains 42894 members 
Mstep: Class 27 contains 9784 members 
Mstep: Class 28 contains 48994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183016.000000 Penalty: 92417.976562
Iteration 224Q: 29 clusters Score -1.10183e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 49233 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12417 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54267 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5985 members 
Mstep: Class 10 contains 5869 members 
Mstep: Class 11 contains 43905 members 
Mstep: Class 12 contains 27346 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51520 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22065 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50232 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50806 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48777 members 
Mstep: Class 24 contains 48956 members 
Mstep: Class 25 contains 17046 members 
Mstep: Class 26 contains 42885 members 
Mstep: Class 27 contains 9783 members 
Mstep: Class 28 contains 48891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183136.000000 Penalty: 92417.976562
Iteration 225Q: 29 clusters Score -1.101831e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49406 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12413 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54266 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5972 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 43844 members 
Mstep: Class 12 contains 27350 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51537 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22045 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50211 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50921 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48721 members 
Mstep: Class 24 contains 48969 members 
Mstep: Class 25 contains 17093 members 
Mstep: Class 26 contains 42855 members 
Mstep: Class 27 contains 9788 members 
Mstep: Class 28 contains 48792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183120.000000 Penalty: 92417.976562
Iteration 226Q: 29 clusters Score -1.101831e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 49474 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12396 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54296 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5961 members 
Mstep: Class 10 contains 5732 members 
Mstep: Class 11 contains 43774 members 
Mstep: Class 12 contains 27349 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51593 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22033 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50187 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50992 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48712 members 
Mstep: Class 24 contains 48974 members 
Mstep: Class 25 contains 17152 members 
Mstep: Class 26 contains 42820 members 
Mstep: Class 27 contains 9799 members 
Mstep: Class 28 contains 48734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183216.000000 Penalty: 92417.976562
Iteration 227Q: 29 clusters Score -1.101832e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 49516 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12381 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54326 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5942 members 
Mstep: Class 10 contains 5694 members 
Mstep: Class 11 contains 43727 members 
Mstep: Class 12 contains 27352 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51624 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50168 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51039 members 
Mstep: Class 21 contains 5014 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48714 members 
Mstep: Class 24 contains 49014 members 
Mstep: Class 25 contains 17226 members 
Mstep: Class 26 contains 42786 members 
Mstep: Class 27 contains 9809 members 
Mstep: Class 28 contains 48654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183240.000000 Penalty: 92417.976562
Iteration 228Q: 29 clusters Score -1.101832e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 49536 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12370 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54374 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5926 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 43678 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51672 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50156 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51064 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48721 members 
Mstep: Class 24 contains 49034 members 
Mstep: Class 25 contains 17269 members 
Mstep: Class 26 contains 42754 members 
Mstep: Class 27 contains 9815 members 
Mstep: Class 28 contains 48622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183024.000000 Penalty: 92417.976562
Iteration 229Q: 29 clusters Score -1.10183e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49568 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12370 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54378 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5906 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 43654 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51708 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21930 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50170 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51089 members 
Mstep: Class 21 contains 5014 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48707 members 
Mstep: Class 24 contains 49044 members 
Mstep: Class 25 contains 17333 members 
Mstep: Class 26 contains 42724 members 
Mstep: Class 27 contains 9815 members 
Mstep: Class 28 contains 48601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183008.000000 Penalty: 92417.976562
Iteration 230Q: 29 clusters Score -1.10183e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49575 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12370 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54370 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 43637 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51771 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21907 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50174 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51097 members 
Mstep: Class 21 contains 5014 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48688 members 
Mstep: Class 24 contains 49035 members 
Mstep: Class 25 contains 17409 members 
Mstep: Class 26 contains 42691 members 
Mstep: Class 27 contains 9815 members 
Mstep: Class 28 contains 48592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182864.000000 Penalty: 92417.976562
Iteration 231Q: 29 clusters Score -1.101829e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49559 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12369 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54331 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5884 members 
Mstep: Class 10 contains 5587 members 
Mstep: Class 11 contains 43608 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51812 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21893 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50163 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51099 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48690 members 
Mstep: Class 24 contains 49044 members 
Mstep: Class 25 contains 17493 members 
Mstep: Class 26 contains 42657 members 
Mstep: Class 27 contains 9817 members 
Mstep: Class 28 contains 48616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182728.000000 Penalty: 92417.976562
Iteration 232Q: 29 clusters Score -1.101827e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49531 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12365 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54302 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5877 members 
Mstep: Class 10 contains 5579 members 
Mstep: Class 11 contains 43582 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51825 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21888 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50152 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51121 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48681 members 
Mstep: Class 24 contains 49031 members 
Mstep: Class 25 contains 17564 members 
Mstep: Class 26 contains 42632 members 
Mstep: Class 27 contains 9820 members 
Mstep: Class 28 contains 48669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182968.000000 Penalty: 92417.976562
Iteration 233Q: 29 clusters Score -1.10183e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49527 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12354 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54257 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5865 members 
Mstep: Class 10 contains 5569 members 
Mstep: Class 11 contains 43550 members 
Mstep: Class 12 contains 27363 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51832 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21874 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50173 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51152 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48670 members 
Mstep: Class 24 contains 49010 members 
Mstep: Class 25 contains 17655 members 
Mstep: Class 26 contains 42593 members 
Mstep: Class 27 contains 9823 members 
Mstep: Class 28 contains 48714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182760.000000 Penalty: 92417.976562
Iteration 234Q: 29 clusters Score -1.101828e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49500 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12344 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54230 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 5560 members 
Mstep: Class 11 contains 43519 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51846 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21869 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50164 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51192 members 
Mstep: Class 21 contains 5014 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48685 members 
Mstep: Class 24 contains 49007 members 
Mstep: Class 25 contains 17744 members 
Mstep: Class 26 contains 42549 members 
Mstep: Class 27 contains 9825 members 
Mstep: Class 28 contains 48735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182824.000000 Penalty: 92417.976562
Iteration 235Q: 29 clusters Score -1.101828e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49459 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12333 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54219 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 5546 members 
Mstep: Class 11 contains 43492 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51877 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21845 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50170 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51229 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48686 members 
Mstep: Class 24 contains 49004 members 
Mstep: Class 25 contains 17824 members 
Mstep: Class 26 contains 42517 members 
Mstep: Class 27 contains 9832 members 
Mstep: Class 28 contains 48748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182848.000000 Penalty: 92417.976562
Iteration 236Q: 29 clusters Score -1.101828e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49432 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12329 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54216 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5827 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 11 contains 43474 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51919 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21830 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50180 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51211 members 
Mstep: Class 21 contains 5016 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48685 members 
Mstep: Class 24 contains 49008 members 
Mstep: Class 25 contains 17904 members 
Mstep: Class 26 contains 42482 members 
Mstep: Class 27 contains 9832 members 
Mstep: Class 28 contains 48756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182528.000000 Penalty: 92417.976562
Iteration 237Q: 29 clusters Score -1.101825e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49414 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12324 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54212 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5810 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 43471 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51909 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21819 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50191 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51215 members 
Mstep: Class 21 contains 5016 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48658 members 
Mstep: Class 24 contains 49007 members 
Mstep: Class 25 contains 17998 members 
Mstep: Class 26 contains 42441 members 
Mstep: Class 27 contains 9830 members 
Mstep: Class 28 contains 48796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182664.000000 Penalty: 92417.976562
Iteration 238Q: 29 clusters Score -1.101827e+08 nChanged 810
Entering ConstructFrom: 
Score: -110182664.000000 Penalty: 92417.976562
Entering ConstructFrom: 
Trying to split cluster 1 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -105487.851562 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -105487.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103857.546875 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -103857.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -104067.640625 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -104067.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -104170.492188 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -104170.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -104237.945312 Penalty: 3181.887939
	Iteration 3Q: 3 clusters Score -104237.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -104392.492188 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -104392.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -104521.687500 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -104521.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -104593.054688 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -104593.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -104640.898438 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -104640.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -104690.343750 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -104690.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -104729.000000 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -104729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -104787.914062 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -104787.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -104813.335938 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -104813.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -104834.500000 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -104834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -104841.734375 Penalty: 3181.887939
	Iteration 13Q: 3 clusters Score -104841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -104845.164062 Penalty: 3181.887939
	Iteration 14Q: 3 clusters Score -104845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -104845.164062 Penalty: 3181.887939
	Iteration 15F: 3 clusters Score -104845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Entering Unmasked Estep 
Score: -9240663.000000 Penalty: 2680.240723
	Iteration 0F: 2 clusters Score -9240663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -9209269.000000 Penalty: 5360.481445
	Iteration 0F: 3 clusters Score -9209269 nChanged 22688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -9221804.000000 Penalty: 5360.481445
	Iteration 1F: 3 clusters Score -9221804 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -9222325.000000 Penalty: 5360.481445
	Iteration 2Q: 3 clusters Score -9222325 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -9222848.000000 Penalty: 5360.481445
	Iteration 3Q: 3 clusters Score -9222848 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -9223414.000000 Penalty: 5360.481445
	Iteration 4Q: 3 clusters Score -9223414 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -9224103.000000 Penalty: 5360.481445
	Iteration 5Q: 3 clusters Score -9224103 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -9225000.000000 Penalty: 5360.481445
	Iteration 6Q: 3 clusters Score -9225000 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -9226530.000000 Penalty: 5360.481445
	Iteration 7Q: 3 clusters Score -9226530 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -9228990.000000 Penalty: 5360.481445
	Iteration 8F: 3 clusters Score -9228990 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -9232059.000000 Penalty: 5360.481445
	Iteration 9F: 3 clusters Score -9232059 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -9234585.000000 Penalty: 5360.481445
	Iteration 10F: 3 clusters Score -9234585 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -9235777.000000 Penalty: 5360.481445
	Iteration 11Q: 3 clusters Score -9235777 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -9236313.000000 Penalty: 5360.481445
	Iteration 12Q: 3 clusters Score -9236313 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -9236699.000000 Penalty: 5360.481445
	Iteration 13Q: 3 clusters Score -9236699 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -9236971.000000 Penalty: 5360.481445
	Iteration 14Q: 3 clusters Score -9236971 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -9237123.000000 Penalty: 5360.481445
	Iteration 15Q: 3 clusters Score -9237123 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -9237260.000000 Penalty: 5360.481445
	Iteration 16Q: 3 clusters Score -9237260 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -9237396.000000 Penalty: 5360.481445
	Iteration 17Q: 3 clusters Score -9237396 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -9237558.000000 Penalty: 5360.481445
	Iteration 18Q: 3 clusters Score -9237558 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -9237617.000000 Penalty: 5360.481445
	Iteration 19Q: 3 clusters Score -9237617 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -9237662.000000 Penalty: 5360.481445
	Iteration 20F: 3 clusters Score -9237662 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -9237750.000000 Penalty: 5360.481445
	Iteration 21Q: 3 clusters Score -9237750 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -9237813.000000 Penalty: 5360.481445
	Iteration 22Q: 3 clusters Score -9237813 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -9237867.000000 Penalty: 5360.481445
	Iteration 23Q: 3 clusters Score -9237867 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -9237922.000000 Penalty: 5360.481445
	Iteration 24Q: 3 clusters Score -9237922 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -9237939.000000 Penalty: 5360.481445
	Iteration 25Q: 3 clusters Score -9237939 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -9237958.000000 Penalty: 5360.481445
	Iteration 26Q: 3 clusters Score -9237958 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -9237949.000000 Penalty: 5360.481445
	Iteration 27Q: 3 clusters Score -9237949 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -9238004.000000 Penalty: 5360.481445
	Iteration 28Q: 3 clusters Score -9238004 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -9238041.000000 Penalty: 5360.481445
	Iteration 29Q: 3 clusters Score -9238041 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -9238065.000000 Penalty: 5360.481445
	Iteration 30Q: 3 clusters Score -9238065 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -9238079.000000 Penalty: 5360.481445
	Iteration 31Q: 3 clusters Score -9238079 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -9238109.000000 Penalty: 5360.481445
	Iteration 32Q: 3 clusters Score -9238109 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -9238137.000000 Penalty: 5360.481445
	Iteration 33Q: 3 clusters Score -9238137 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -9238184.000000 Penalty: 5360.481445
	Iteration 34Q: 3 clusters Score -9238184 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -9238173.000000 Penalty: 5360.481445
	Iteration 35Q: 3 clusters Score -9238173 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -9238195.000000 Penalty: 5360.481445
	Iteration 36Q: 3 clusters Score -9238195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -9238221.000000 Penalty: 5360.481445
	Iteration 37Q: 3 clusters Score -9238221 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -9238247.000000 Penalty: 5360.481445
	Iteration 38Q: 3 clusters Score -9238247 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -9238276.000000 Penalty: 5360.481445
	Iteration 39Q: 3 clusters Score -9238276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -9238278.000000 Penalty: 5360.481445
	Iteration 40F: 3 clusters Score -9238278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -9238277.000000 Penalty: 5360.481445
	Iteration 41Q: 3 clusters Score -9238277 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -9238316.000000 Penalty: 5360.481445
	Iteration 42Q: 3 clusters Score -9238316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -9238306.000000 Penalty: 5360.481445
	Iteration 43Q: 3 clusters Score -9238306 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -9238324.000000 Penalty: 5360.481445
	Iteration 44Q: 3 clusters Score -9238324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -9238331.000000 Penalty: 5360.481445
	Iteration 45Q: 3 clusters Score -9238331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -9238323.000000 Penalty: 5360.481445
	Iteration 46Q: 3 clusters Score -9238323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -9238339.000000 Penalty: 5360.481445
	Iteration 47Q: 3 clusters Score -9238339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -9238346.000000 Penalty: 5360.481445
	Iteration 48Q: 3 clusters Score -9238346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -9238327.000000 Penalty: 5360.481445
	Iteration 49Q: 3 clusters Score -9238327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -9238337.000000 Penalty: 5360.481445
	Iteration 50Q: 3 clusters Score -9238337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -9238359.000000 Penalty: 5360.481445
	Iteration 51Q: 3 clusters Score -9238359 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -9238369.000000 Penalty: 5360.481445
	Iteration 52Q: 3 clusters Score -9238369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -9238375.000000 Penalty: 5360.481445
	Iteration 53Q: 3 clusters Score -9238375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -9238385.000000 Penalty: 5360.481445
	Iteration 54Q: 3 clusters Score -9238385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -9238379.000000 Penalty: 5360.481445
	Iteration 55Q: 3 clusters Score -9238379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -9238385.000000 Penalty: 5360.481445
	Iteration 56Q: 3 clusters Score -9238385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -9238379.000000 Penalty: 5360.481445
	Iteration 57Q: 3 clusters Score -9238379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -9238383.000000 Penalty: 5360.481445
	Iteration 58Q: 3 clusters Score -9238383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -9238395.000000 Penalty: 5360.481445
	Iteration 59Q: 3 clusters Score -9238395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -9238403.000000 Penalty: 5360.481445
	Iteration 60F: 3 clusters Score -9238403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -9238396.000000 Penalty: 5360.481445
	Iteration 61Q: 3 clusters Score -9238396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -9238400.000000 Penalty: 5360.481445
	Iteration 62Q: 3 clusters Score -9238400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -9238414.000000 Penalty: 5360.481445
	Iteration 63Q: 3 clusters Score -9238414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -9238422.000000 Penalty: 5360.481445
	Iteration 64Q: 3 clusters Score -9238422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -9238422.000000 Penalty: 5360.481445
	Iteration 65Q: 3 clusters Score -9238422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -9238423.000000 Penalty: 5360.481445
	Iteration 66Q: 3 clusters Score -9238423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -9238423.000000 Penalty: 5360.481445
	Iteration 67Q: 3 clusters Score -9238423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -9238427.000000 Penalty: 5360.481445
	Iteration 68Q: 3 clusters Score -9238427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -9238431.000000 Penalty: 5360.481445
	Iteration 69Q: 3 clusters Score -9238431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -9238423.000000 Penalty: 5360.481445
	Iteration 70Q: 3 clusters Score -9238423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -9238421.000000 Penalty: 5360.481445
	Iteration 71Q: 3 clusters Score -9238421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -9238424.000000 Penalty: 5360.481445
	Iteration 72Q: 3 clusters Score -9238424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -9238435.000000 Penalty: 5360.481445
	Iteration 73Q: 3 clusters Score -9238435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -9238426.000000 Penalty: 5360.481445
	Iteration 74Q: 3 clusters Score -9238426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -9238424.000000 Penalty: 5360.481445
	Iteration 75Q: 3 clusters Score -9238424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -9238422.000000 Penalty: 5360.481445
	Iteration 76Q: 3 clusters Score -9238422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -9238418.000000 Penalty: 5360.481445
	Iteration 77Q: 3 clusters Score -9238418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -9238423.000000 Penalty: 5360.481445
	Iteration 78Q: 3 clusters Score -9238423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -9238426.000000 Penalty: 5360.481445
	Iteration 79Q: 3 clusters Score -9238426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -9238432.000000 Penalty: 5360.481445
	Iteration 80F: 3 clusters Score -9238432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -9238431.000000 Penalty: 5360.481445
	Iteration 81Q: 3 clusters Score -9238431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -9238431.000000 Penalty: 5360.481445
	Iteration 82Q: 3 clusters Score -9238431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -9238431.000000 Penalty: 5360.481445
	Iteration 83F: 3 clusters Score -9238431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -91802.023438 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -91802.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90117.828125 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -90117.83 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90679.843750 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -90679.84 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91054.734375 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -91054.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -91380.820312 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -91380.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -91653.398438 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -91653.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91768.937500 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -91768.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91809.312500 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -91809.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -91849.726562 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -91849.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -91877.578125 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -91877.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -91897.203125 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -91897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -91907.359375 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -91907.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -91916.585938 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -91916.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91930.835938 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -91930.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -91950.640625 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -91950.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91980.429688 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -91980.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92005.578125 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -92005.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92039.187500 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -92039.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92068.695312 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -92068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92079.265625 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -92079.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92086.679688 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -92086.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -92087.851562 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -92087.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92088.718750 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -92088.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92088.718750 Penalty: 3306.810547
	Iteration 22F: 3 clusters Score -92088.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49386 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 12317 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54222 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 43461 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51923 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21799 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50193 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51206 members 
Mstep: Class 21 contains 5014 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48667 members 
Mstep: Class 24 contains 49010 members 
Mstep: Class 25 contains 18081 members 
Mstep: Class 26 contains 42412 members 
Mstep: Class 27 contains 9824 members 
Mstep: Class 28 contains 48812 members 
Mstep: Class 29 contains 429 members 
Entering Unmasked Estep 
Score: -110181264.000000 Penalty: 95718.617188
Splitting cluster 3 changes total score from -110182664.000000 to -110181264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Entering Unmasked Estep 
Score: -2271449.750000 Penalty: 2335.846436
	Iteration 0F: 2 clusters Score -2271450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2262268.500000 Penalty: 4671.692871
	Iteration 0F: 3 clusters Score -2262268 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2265096.250000 Penalty: 4671.692871
	Iteration 1F: 3 clusters Score -2265096 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2265354.250000 Penalty: 4671.692871
	Iteration 2F: 3 clusters Score -2265354 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2265551.250000 Penalty: 4671.692871
	Iteration 3Q: 3 clusters Score -2265551 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2265689.250000 Penalty: 4671.692871
	Iteration 4Q: 3 clusters Score -2265689 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2265827.000000 Penalty: 4671.692871
	Iteration 5Q: 3 clusters Score -2265827 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2265969.250000 Penalty: 4671.692871
	Iteration 6Q: 3 clusters Score -2265969 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2266121.500000 Penalty: 4671.692871
	Iteration 7Q: 3 clusters Score -2266122 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2266313.750000 Penalty: 4671.692871
	Iteration 8Q: 3 clusters Score -2266314 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2266528.000000 Penalty: 4671.692871
	Iteration 9Q: 3 clusters Score -2266528 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2266842.000000 Penalty: 4671.692871
	Iteration 10Q: 3 clusters Score -2266842 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2267237.750000 Penalty: 4671.692871
	Iteration 11Q: 3 clusters Score -2267238 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2267720.250000 Penalty: 4671.692871
	Iteration 12Q: 3 clusters Score -2267720 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2268234.250000 Penalty: 4671.692871
	Iteration 13Q: 3 clusters Score -2268234 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2268631.250000 Penalty: 4671.692871
	Iteration 14Q: 3 clusters Score -2268631 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2268925.500000 Penalty: 4671.692871
	Iteration 15Q: 3 clusters Score -2268926 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2269109.250000 Penalty: 4671.692871
	Iteration 16Q: 3 clusters Score -2269109 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2269199.000000 Penalty: 4671.692871
	Iteration 17Q: 3 clusters Score -2269199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2269261.250000 Penalty: 4671.692871
	Iteration 18Q: 3 clusters Score -2269261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2269304.250000 Penalty: 4671.692871
	Iteration 19Q: 3 clusters Score -2269304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2269323.500000 Penalty: 4671.692871
	Iteration 20F: 3 clusters Score -2269324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2269344.750000 Penalty: 4671.692871
	Iteration 21Q: 3 clusters Score -2269345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2269354.250000 Penalty: 4671.692871
	Iteration 22Q: 3 clusters Score -2269354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2269363.250000 Penalty: 4671.692871
	Iteration 23Q: 3 clusters Score -2269363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2269370.750000 Penalty: 4671.692871
	Iteration 24Q: 3 clusters Score -2269371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2269382.750000 Penalty: 4671.692871
	Iteration 25Q: 3 clusters Score -2269383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2269386.500000 Penalty: 4671.692871
	Iteration 26Q: 3 clusters Score -2269386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2269388.000000 Penalty: 4671.692871
	Iteration 27Q: 3 clusters Score -2269388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2269388.000000 Penalty: 4671.692871
	Iteration 28F: 3 clusters Score -2269388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -70720.953125 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -70720.95 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 162 members 
Entering Unmasked Estep 
Score: -69426.085938 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -69426.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69587.656250 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -69587.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -69659.562500 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -69659.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69735.609375 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -69735.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69820.718750 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -69820.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69879.343750 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -69879.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69893.062500 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -69893.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69895.390625 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -69895.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69903.609375 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -69903.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69903.609375 Penalty: 2876.350098
	Iteration 9F: 3 clusters Score -69903.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Entering Unmasked Estep 
Score: -10119023.000000 Penalty: 2703.408691
	Iteration 0F: 2 clusters Score -1.011902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -10085962.000000 Penalty: 5406.817383
	Iteration 0F: 3 clusters Score -1.008596e+07 nChanged 25253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -10100202.000000 Penalty: 5406.817383
	Iteration 1F: 3 clusters Score -1.01002e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -10101007.000000 Penalty: 5406.817383
	Iteration 2Q: 3 clusters Score -1.010101e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -10101895.000000 Penalty: 5406.817383
	Iteration 3Q: 3 clusters Score -1.01019e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -10102926.000000 Penalty: 5406.817383
	Iteration 4Q: 3 clusters Score -1.010293e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -10104286.000000 Penalty: 5406.817383
	Iteration 5F: 3 clusters Score -1.010429e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -10106079.000000 Penalty: 5406.817383
	Iteration 6F: 3 clusters Score -1.010608e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -10108239.000000 Penalty: 5406.817383
	Iteration 7F: 3 clusters Score -1.010824e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -10110326.000000 Penalty: 5406.817383
	Iteration 8F: 3 clusters Score -1.011033e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -10112575.000000 Penalty: 5406.817383
	Iteration 9Q: 3 clusters Score -1.011258e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -10114029.000000 Penalty: 5406.817383
	Iteration 10Q: 3 clusters Score -1.011403e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -10115121.000000 Penalty: 5406.817383
	Iteration 11Q: 3 clusters Score -1.011512e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -10115791.000000 Penalty: 5406.817383
	Iteration 12Q: 3 clusters Score -1.011579e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -10116066.000000 Penalty: 5406.817383
	Iteration 13Q: 3 clusters Score -1.011607e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -10116173.000000 Penalty: 5406.817383
	Iteration 14Q: 3 clusters Score -1.011617e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -10116313.000000 Penalty: 5406.817383
	Iteration 15Q: 3 clusters Score -1.011631e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -10116391.000000 Penalty: 5406.817383
	Iteration 16Q: 3 clusters Score -1.011639e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -10116495.000000 Penalty: 5406.817383
	Iteration 17Q: 3 clusters Score -1.01165e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -10116568.000000 Penalty: 5406.817383
	Iteration 18Q: 3 clusters Score -1.011657e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -10116662.000000 Penalty: 5406.817383
	Iteration 19Q: 3 clusters Score -1.011666e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -10116745.000000 Penalty: 5406.817383
	Iteration 20F: 3 clusters Score -1.011674e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -10116788.000000 Penalty: 5406.817383
	Iteration 21Q: 3 clusters Score -1.011679e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -10116819.000000 Penalty: 5406.817383
	Iteration 22Q: 3 clusters Score -1.011682e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -10116856.000000 Penalty: 5406.817383
	Iteration 23Q: 3 clusters Score -1.011686e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -10116859.000000 Penalty: 5406.817383
	Iteration 24Q: 3 clusters Score -1.011686e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -10116874.000000 Penalty: 5406.817383
	Iteration 25Q: 3 clusters Score -1.011687e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -10116896.000000 Penalty: 5406.817383
	Iteration 26Q: 3 clusters Score -1.01169e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -10116908.000000 Penalty: 5406.817383
	Iteration 27Q: 3 clusters Score -1.011691e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -10116909.000000 Penalty: 5406.817383
	Iteration 28Q: 3 clusters Score -1.011691e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -10116914.000000 Penalty: 5406.817383
	Iteration 29Q: 3 clusters Score -1.011691e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -10116919.000000 Penalty: 5406.817383
	Iteration 30Q: 3 clusters Score -1.011692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -10116928.000000 Penalty: 5406.817383
	Iteration 31Q: 3 clusters Score -1.011693e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -10116911.000000 Penalty: 5406.817383
	Iteration 32Q: 3 clusters Score -1.011691e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -10116926.000000 Penalty: 5406.817383
	Iteration 33Q: 3 clusters Score -1.011693e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -10116953.000000 Penalty: 5406.817383
	Iteration 34Q: 3 clusters Score -1.011695e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -10116963.000000 Penalty: 5406.817383
	Iteration 35Q: 3 clusters Score -1.011696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -10116976.000000 Penalty: 5406.817383
	Iteration 36Q: 3 clusters Score -1.011698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -10116980.000000 Penalty: 5406.817383
	Iteration 37Q: 3 clusters Score -1.011698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -10116974.000000 Penalty: 5406.817383
	Iteration 38Q: 3 clusters Score -1.011697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -10116979.000000 Penalty: 5406.817383
	Iteration 39Q: 3 clusters Score -1.011698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -10116978.000000 Penalty: 5406.817383
	Iteration 40F: 3 clusters Score -1.011698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -10116976.000000 Penalty: 5406.817383
	Iteration 41Q: 3 clusters Score -1.011698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -10116979.000000 Penalty: 5406.817383
	Iteration 42Q: 3 clusters Score -1.011698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -10116991.000000 Penalty: 5406.817383
	Iteration 43Q: 3 clusters Score -1.011699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -10116983.000000 Penalty: 5406.817383
	Iteration 44Q: 3 clusters Score -1.011698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -10116983.000000 Penalty: 5406.817383
	Iteration 45F: 3 clusters Score -1.011698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Entering Unmasked Estep 
Score: -377548.375000 Penalty: 1910.457886
	Iteration 0F: 2 clusters Score -377548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -374846.687500 Penalty: 3820.915771
	Iteration 0F: 3 clusters Score -374846.7 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -375413.718750 Penalty: 3820.915771
	Iteration 1F: 3 clusters Score -375413.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -375618.093750 Penalty: 3820.915771
	Iteration 2F: 3 clusters Score -375618.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -375760.406250 Penalty: 3820.915771
	Iteration 3F: 3 clusters Score -375760.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -375863.312500 Penalty: 3820.915771
	Iteration 4Q: 3 clusters Score -375863.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -375983.937500 Penalty: 3820.915771
	Iteration 5Q: 3 clusters Score -375983.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -376097.375000 Penalty: 3820.915771
	Iteration 6Q: 3 clusters Score -376097.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -376210.156250 Penalty: 3820.915771
	Iteration 7Q: 3 clusters Score -376210.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -376314.531250 Penalty: 3820.915771
	Iteration 8Q: 3 clusters Score -376314.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -376444.625000 Penalty: 3820.915771
	Iteration 9Q: 3 clusters Score -376444.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -376579.156250 Penalty: 3820.915771
	Iteration 10Q: 3 clusters Score -376579.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -376672.531250 Penalty: 3820.915771
	Iteration 11Q: 3 clusters Score -376672.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -376751.156250 Penalty: 3820.915771
	Iteration 12Q: 3 clusters Score -376751.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -376823.718750 Penalty: 3820.915771
	Iteration 13Q: 3 clusters Score -376823.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -376887.531250 Penalty: 3820.915771
	Iteration 14Q: 3 clusters Score -376887.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -377002.218750 Penalty: 3820.915771
	Iteration 15Q: 3 clusters Score -377002.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -377101.937500 Penalty: 3820.915771
	Iteration 16Q: 3 clusters Score -377101.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -377185.875000 Penalty: 3820.915771
	Iteration 17Q: 3 clusters Score -377185.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -377231.625000 Penalty: 3820.915771
	Iteration 18Q: 3 clusters Score -377231.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -377255.968750 Penalty: 3820.915771
	Iteration 19Q: 3 clusters Score -377256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -377272.781250 Penalty: 3820.915771
	Iteration 20F: 3 clusters Score -377272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -377281.312500 Penalty: 3820.915771
	Iteration 21Q: 3 clusters Score -377281.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -377287.656250 Penalty: 3820.915771
	Iteration 22Q: 3 clusters Score -377287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377290.718750 Penalty: 3820.915771
	Iteration 23Q: 3 clusters Score -377290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377290.718750 Penalty: 3820.915771
	Iteration 24F: 3 clusters Score -377290.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -39181.121094 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -39181.12 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 140 members 
Entering Unmasked Estep 
Score: -38103.480469 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -38103.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38384.296875 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -38384.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38443.906250 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -38443.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38483.441406 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -38483.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38487.140625 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -38487.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38503.976562 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -38503.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38518.410156 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -38518.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38542.503906 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -38542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38542.503906 Penalty: 2756.186768
	Iteration 8F: 3 clusters Score -38542.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -1092548.875000 Penalty: 2148.644287
	Iteration 0F: 2 clusters Score -1092549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1087554.625000 Penalty: 4297.288574
	Iteration 0F: 3 clusters Score -1087555 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1088712.750000 Penalty: 4297.288574
	Iteration 1F: 3 clusters Score -1088713 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1088916.375000 Penalty: 4297.288574
	Iteration 2F: 3 clusters Score -1088916 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1089030.125000 Penalty: 4297.288574
	Iteration 3Q: 3 clusters Score -1089030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1089111.000000 Penalty: 4297.288574
	Iteration 4Q: 3 clusters Score -1089111 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1089162.625000 Penalty: 4297.288574
	Iteration 5Q: 3 clusters Score -1089163 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1089210.000000 Penalty: 4297.288574
	Iteration 6Q: 3 clusters Score -1089210 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1089259.000000 Penalty: 4297.288574
	Iteration 7Q: 3 clusters Score -1089259 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1089302.625000 Penalty: 4297.288574
	Iteration 8Q: 3 clusters Score -1089303 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1089342.625000 Penalty: 4297.288574
	Iteration 9Q: 3 clusters Score -1089343 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1089375.375000 Penalty: 4297.288574
	Iteration 10Q: 3 clusters Score -1089375 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1089403.875000 Penalty: 4297.288574
	Iteration 11Q: 3 clusters Score -1089404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1089431.125000 Penalty: 4297.288574
	Iteration 12Q: 3 clusters Score -1089431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1089462.500000 Penalty: 4297.288574
	Iteration 13Q: 3 clusters Score -1089462 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1089501.625000 Penalty: 4297.288574
	Iteration 14Q: 3 clusters Score -1089502 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1089537.375000 Penalty: 4297.288574
	Iteration 15Q: 3 clusters Score -1089537 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1089566.500000 Penalty: 4297.288574
	Iteration 16Q: 3 clusters Score -1089566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1089600.500000 Penalty: 4297.288574
	Iteration 17Q: 3 clusters Score -1089600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1089638.875000 Penalty: 4297.288574
	Iteration 18Q: 3 clusters Score -1089639 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1089684.000000 Penalty: 4297.288574
	Iteration 19Q: 3 clusters Score -1089684 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1089735.500000 Penalty: 4297.288574
	Iteration 20F: 3 clusters Score -1089736 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1089804.125000 Penalty: 4297.288574
	Iteration 21Q: 3 clusters Score -1089804 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1089877.000000 Penalty: 4297.288574
	Iteration 22Q: 3 clusters Score -1089877 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1089944.750000 Penalty: 4297.288574
	Iteration 23Q: 3 clusters Score -1089945 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1090026.875000 Penalty: 4297.288574
	Iteration 24Q: 3 clusters Score -1090027 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1090108.000000 Penalty: 4297.288574
	Iteration 25Q: 3 clusters Score -1090108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1090174.875000 Penalty: 4297.288574
	Iteration 26Q: 3 clusters Score -1090175 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1090251.750000 Penalty: 4297.288574
	Iteration 27Q: 3 clusters Score -1090252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1090307.625000 Penalty: 4297.288574
	Iteration 28Q: 3 clusters Score -1090308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1090370.625000 Penalty: 4297.288574
	Iteration 29Q: 3 clusters Score -1090371 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1090429.500000 Penalty: 4297.288574
	Iteration 30Q: 3 clusters Score -1090430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1090464.250000 Penalty: 4297.288574
	Iteration 31Q: 3 clusters Score -1090464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1090494.125000 Penalty: 4297.288574
	Iteration 32Q: 3 clusters Score -1090494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1090519.500000 Penalty: 4297.288574
	Iteration 33Q: 3 clusters Score -1090520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1090539.000000 Penalty: 4297.288574
	Iteration 34Q: 3 clusters Score -1090539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1090561.125000 Penalty: 4297.288574
	Iteration 35Q: 3 clusters Score -1090561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1090577.500000 Penalty: 4297.288574
	Iteration 36Q: 3 clusters Score -1090578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1090594.125000 Penalty: 4297.288574
	Iteration 37Q: 3 clusters Score -1090594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1090606.875000 Penalty: 4297.288574
	Iteration 38Q: 3 clusters Score -1090607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1090614.375000 Penalty: 4297.288574
	Iteration 39Q: 3 clusters Score -1090614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1090618.750000 Penalty: 4297.288574
	Iteration 40F: 3 clusters Score -1090619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1090624.375000 Penalty: 4297.288574
	Iteration 41Q: 3 clusters Score -1090624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1090633.125000 Penalty: 4297.288574
	Iteration 42Q: 3 clusters Score -1090633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1090642.875000 Penalty: 4297.288574
	Iteration 43Q: 3 clusters Score -1090643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1090650.125000 Penalty: 4297.288574
	Iteration 44Q: 3 clusters Score -1090650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1090657.875000 Penalty: 4297.288574
	Iteration 45Q: 3 clusters Score -1090658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1090661.875000 Penalty: 4297.288574
	Iteration 46Q: 3 clusters Score -1090662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1090663.125000 Penalty: 4297.288574
	Iteration 47Q: 3 clusters Score -1090663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1090667.250000 Penalty: 4297.288574
	Iteration 48Q: 3 clusters Score -1090667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1090667.375000 Penalty: 4297.288574
	Iteration 49Q: 3 clusters Score -1090667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1090667.625000 Penalty: 4297.288574
	Iteration 50Q: 3 clusters Score -1090668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1090667.625000 Penalty: 4297.288574
	Iteration 51F: 3 clusters Score -1090668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Entering Unmasked Estep 
Score: -1024437.500000 Penalty: 2136.486328
	Iteration 0F: 2 clusters Score -1024438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1019595.437500 Penalty: 4272.972656
	Iteration 0F: 3 clusters Score -1019595 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1020683.250000 Penalty: 4272.972656
	Iteration 1F: 3 clusters Score -1020683 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1020925.187500 Penalty: 4272.972656
	Iteration 2F: 3 clusters Score -1020925 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1021080.875000 Penalty: 4272.972656
	Iteration 3F: 3 clusters Score -1021081 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1021202.562500 Penalty: 4272.972656
	Iteration 4Q: 3 clusters Score -1021203 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1021319.000000 Penalty: 4272.972656
	Iteration 5Q: 3 clusters Score -1021319 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1021413.000000 Penalty: 4272.972656
	Iteration 6Q: 3 clusters Score -1021413 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1021494.687500 Penalty: 4272.972656
	Iteration 7Q: 3 clusters Score -1021495 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1021567.500000 Penalty: 4272.972656
	Iteration 8Q: 3 clusters Score -1021568 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1021642.125000 Penalty: 4272.972656
	Iteration 9Q: 3 clusters Score -1021642 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1021727.000000 Penalty: 4272.972656
	Iteration 10Q: 3 clusters Score -1021727 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1021796.250000 Penalty: 4272.972656
	Iteration 11Q: 3 clusters Score -1021796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1021876.375000 Penalty: 4272.972656
	Iteration 12Q: 3 clusters Score -1021876 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1021948.000000 Penalty: 4272.972656
	Iteration 13Q: 3 clusters Score -1021948 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1022008.750000 Penalty: 4272.972656
	Iteration 14Q: 3 clusters Score -1022009 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1022072.687500 Penalty: 4272.972656
	Iteration 15Q: 3 clusters Score -1022073 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1022140.000000 Penalty: 4272.972656
	Iteration 16Q: 3 clusters Score -1022140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1022182.812500 Penalty: 4272.972656
	Iteration 17Q: 3 clusters Score -1022183 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1022217.250000 Penalty: 4272.972656
	Iteration 18Q: 3 clusters Score -1022217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1022257.187500 Penalty: 4272.972656
	Iteration 19Q: 3 clusters Score -1022257 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1022293.312500 Penalty: 4272.972656
	Iteration 20F: 3 clusters Score -1022293 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1022322.250000 Penalty: 4272.972656
	Iteration 21Q: 3 clusters Score -1022322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1022344.812500 Penalty: 4272.972656
	Iteration 22Q: 3 clusters Score -1022345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1022360.437500 Penalty: 4272.972656
	Iteration 23Q: 3 clusters Score -1022360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1022382.687500 Penalty: 4272.972656
	Iteration 24Q: 3 clusters Score -1022383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1022404.562500 Penalty: 4272.972656
	Iteration 25Q: 3 clusters Score -1022405 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1022426.125000 Penalty: 4272.972656
	Iteration 26Q: 3 clusters Score -1022426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1022439.500000 Penalty: 4272.972656
	Iteration 27Q: 3 clusters Score -1022440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1022456.312500 Penalty: 4272.972656
	Iteration 28Q: 3 clusters Score -1022456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1022465.750000 Penalty: 4272.972656
	Iteration 29Q: 3 clusters Score -1022466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1022476.500000 Penalty: 4272.972656
	Iteration 30Q: 3 clusters Score -1022476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1022485.875000 Penalty: 4272.972656
	Iteration 31Q: 3 clusters Score -1022486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1022488.937500 Penalty: 4272.972656
	Iteration 32Q: 3 clusters Score -1022489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1022492.562500 Penalty: 4272.972656
	Iteration 33Q: 3 clusters Score -1022493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1022495.812500 Penalty: 4272.972656
	Iteration 34Q: 3 clusters Score -1022496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1022498.937500 Penalty: 4272.972656
	Iteration 35Q: 3 clusters Score -1022499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1022504.500000 Penalty: 4272.972656
	Iteration 36Q: 3 clusters Score -1022504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1022510.500000 Penalty: 4272.972656
	Iteration 37Q: 3 clusters Score -1022510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1022512.062500 Penalty: 4272.972656
	Iteration 38Q: 3 clusters Score -1022512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1022513.937500 Penalty: 4272.972656
	Iteration 39Q: 3 clusters Score -1022514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1022515.875000 Penalty: 4272.972656
	Iteration 40F: 3 clusters Score -1022516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1022516.187500 Penalty: 4272.972656
	Iteration 41Q: 3 clusters Score -1022516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1022520.500000 Penalty: 4272.972656
	Iteration 42Q: 3 clusters Score -1022520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1022522.875000 Penalty: 4272.972656
	Iteration 43Q: 3 clusters Score -1022523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1022523.937500 Penalty: 4272.972656
	Iteration 44Q: 3 clusters Score -1022524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1022524.000000 Penalty: 4272.972656
	Iteration 45Q: 3 clusters Score -1022524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1022523.500000 Penalty: 4272.972656
	Iteration 46Q: 3 clusters Score -1022524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1022526.875000 Penalty: 4272.972656
	Iteration 47Q: 3 clusters Score -1022527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1022531.750000 Penalty: 4272.972656
	Iteration 48Q: 3 clusters Score -1022532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1022535.062500 Penalty: 4272.972656
	Iteration 49Q: 3 clusters Score -1022535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1022538.687500 Penalty: 4272.972656
	Iteration 50Q: 3 clusters Score -1022539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1022540.062500 Penalty: 4272.972656
	Iteration 51Q: 3 clusters Score -1022540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1022542.125000 Penalty: 4272.972656
	Iteration 52Q: 3 clusters Score -1022542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1022543.500000 Penalty: 4272.972656
	Iteration 53Q: 3 clusters Score -1022544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1022543.437500 Penalty: 4272.972656
	Iteration 54Q: 3 clusters Score -1022543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1022545.375000 Penalty: 4272.972656
	Iteration 55Q: 3 clusters Score -1022545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1022545.500000 Penalty: 4272.972656
	Iteration 56Q: 3 clusters Score -1022546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1022545.875000 Penalty: 4272.972656
	Iteration 57Q: 3 clusters Score -1022546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1022545.875000 Penalty: 4272.972656
	Iteration 58F: 3 clusters Score -1022546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Entering Unmasked Estep 
Score: -8087634.000000 Penalty: 2648.545410
	Iteration 0F: 2 clusters Score -8087634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -8058747.500000 Penalty: 5297.090820
	Iteration 0F: 3 clusters Score -8058748 nChanged 20048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -8069522.000000 Penalty: 5297.090820
	Iteration 1F: 3 clusters Score -8069522 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -8070025.000000 Penalty: 5297.090820
	Iteration 2Q: 3 clusters Score -8070025 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -8070410.000000 Penalty: 5297.090820
	Iteration 3Q: 3 clusters Score -8070410 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -8070933.000000 Penalty: 5297.090820
	Iteration 4Q: 3 clusters Score -8070933 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -8071533.000000 Penalty: 5297.090820
	Iteration 5Q: 3 clusters Score -8071533 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -8072439.500000 Penalty: 5297.090820
	Iteration 6Q: 3 clusters Score -8072440 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -8073759.500000 Penalty: 5297.090820
	Iteration 7Q: 3 clusters Score -8073760 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -8075205.000000 Penalty: 5297.090820
	Iteration 8Q: 3 clusters Score -8075205 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -8076742.000000 Penalty: 5297.090820
	Iteration 9Q: 3 clusters Score -8076742 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -8078246.000000 Penalty: 5297.090820
	Iteration 10Q: 3 clusters Score -8078246 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -8079452.500000 Penalty: 5297.090820
	Iteration 11Q: 3 clusters Score -8079452 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -8080498.000000 Penalty: 5297.090820
	Iteration 12Q: 3 clusters Score -8080498 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -8081294.000000 Penalty: 5297.090820
	Iteration 13Q: 3 clusters Score -8081294 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -8081797.000000 Penalty: 5297.090820
	Iteration 14Q: 3 clusters Score -8081797 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -8082220.500000 Penalty: 5297.090820
	Iteration 15Q: 3 clusters Score -8082220 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -8082548.500000 Penalty: 5297.090820
	Iteration 16Q: 3 clusters Score -8082548 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -8082776.000000 Penalty: 5297.090820
	Iteration 17Q: 3 clusters Score -8082776 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -8082997.500000 Penalty: 5297.090820
	Iteration 18Q: 3 clusters Score -8082998 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -8083180.500000 Penalty: 5297.090820
	Iteration 19Q: 3 clusters Score -8083180 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -8083327.000000 Penalty: 5297.090820
	Iteration 20F: 3 clusters Score -8083327 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -8083441.500000 Penalty: 5297.090820
	Iteration 21Q: 3 clusters Score -8083442 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8083568.000000 Penalty: 5297.090820
	Iteration 22Q: 3 clusters Score -8083568 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -8083691.500000 Penalty: 5297.090820
	Iteration 23Q: 3 clusters Score -8083692 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -8083807.500000 Penalty: 5297.090820
	Iteration 24Q: 3 clusters Score -8083808 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -8083912.000000 Penalty: 5297.090820
	Iteration 25Q: 3 clusters Score -8083912 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -8084039.000000 Penalty: 5297.090820
	Iteration 26Q: 3 clusters Score -8084039 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -8084139.000000 Penalty: 5297.090820
	Iteration 27Q: 3 clusters Score -8084139 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8084226.500000 Penalty: 5297.090820
	Iteration 28Q: 3 clusters Score -8084226 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8084341.500000 Penalty: 5297.090820
	Iteration 29Q: 3 clusters Score -8084342 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8084421.500000 Penalty: 5297.090820
	Iteration 30Q: 3 clusters Score -8084422 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8084523.000000 Penalty: 5297.090820
	Iteration 31Q: 3 clusters Score -8084523 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8084599.500000 Penalty: 5297.090820
	Iteration 32Q: 3 clusters Score -8084600 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8084693.000000 Penalty: 5297.090820
	Iteration 33Q: 3 clusters Score -8084693 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8084785.500000 Penalty: 5297.090820
	Iteration 34Q: 3 clusters Score -8084786 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8084870.500000 Penalty: 5297.090820
	Iteration 35Q: 3 clusters Score -8084870 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8084944.000000 Penalty: 5297.090820
	Iteration 36Q: 3 clusters Score -8084944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8085002.500000 Penalty: 5297.090820
	Iteration 37Q: 3 clusters Score -8085002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8085062.000000 Penalty: 5297.090820
	Iteration 38Q: 3 clusters Score -8085062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8085101.000000 Penalty: 5297.090820
	Iteration 39Q: 3 clusters Score -8085101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8085129.000000 Penalty: 5297.090820
	Iteration 40F: 3 clusters Score -8085129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8085138.000000 Penalty: 5297.090820
	Iteration 41Q: 3 clusters Score -8085138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8085148.500000 Penalty: 5297.090820
	Iteration 42Q: 3 clusters Score -8085148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8085177.500000 Penalty: 5297.090820
	Iteration 43Q: 3 clusters Score -8085178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8085186.000000 Penalty: 5297.090820
	Iteration 44Q: 3 clusters Score -8085186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8085207.000000 Penalty: 5297.090820
	Iteration 45Q: 3 clusters Score -8085207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8085237.500000 Penalty: 5297.090820
	Iteration 46Q: 3 clusters Score -8085238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8085248.000000 Penalty: 5297.090820
	Iteration 47Q: 3 clusters Score -8085248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8085264.000000 Penalty: 5297.090820
	Iteration 48Q: 3 clusters Score -8085264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8085271.500000 Penalty: 5297.090820
	Iteration 49Q: 3 clusters Score -8085272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8085292.000000 Penalty: 5297.090820
	Iteration 50Q: 3 clusters Score -8085292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8085282.000000 Penalty: 5297.090820
	Iteration 51Q: 3 clusters Score -8085282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8085297.000000 Penalty: 5297.090820
	Iteration 52Q: 3 clusters Score -8085297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8085308.000000 Penalty: 5297.090820
	Iteration 53Q: 3 clusters Score -8085308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8085316.500000 Penalty: 5297.090820
	Iteration 54Q: 3 clusters Score -8085316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8085333.500000 Penalty: 5297.090820
	Iteration 55Q: 3 clusters Score -8085334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8085341.000000 Penalty: 5297.090820
	Iteration 56Q: 3 clusters Score -8085341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8085347.000000 Penalty: 5297.090820
	Iteration 57Q: 3 clusters Score -8085347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8085351.500000 Penalty: 5297.090820
	Iteration 58Q: 3 clusters Score -8085352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8085349.500000 Penalty: 5297.090820
	Iteration 59Q: 3 clusters Score -8085350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8085362.000000 Penalty: 5297.090820
	Iteration 60F: 3 clusters Score -8085362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8085354.000000 Penalty: 5297.090820
	Iteration 61Q: 3 clusters Score -8085354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8085359.000000 Penalty: 5297.090820
	Iteration 62Q: 3 clusters Score -8085359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8085362.500000 Penalty: 5297.090820
	Iteration 63Q: 3 clusters Score -8085362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8085372.500000 Penalty: 5297.090820
	Iteration 64Q: 3 clusters Score -8085372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8085372.000000 Penalty: 5297.090820
	Iteration 65Q: 3 clusters Score -8085372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8085370.000000 Penalty: 5297.090820
	Iteration 66Q: 3 clusters Score -8085370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8085374.000000 Penalty: 5297.090820
	Iteration 67Q: 3 clusters Score -8085374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8085367.500000 Penalty: 5297.090820
	Iteration 68Q: 3 clusters Score -8085368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8085377.500000 Penalty: 5297.090820
	Iteration 69Q: 3 clusters Score -8085378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8085378.500000 Penalty: 5297.090820
	Iteration 70Q: 3 clusters Score -8085378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8085379.000000 Penalty: 5297.090820
	Iteration 71Q: 3 clusters Score -8085379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8085381.500000 Penalty: 5297.090820
	Iteration 72Q: 3 clusters Score -8085382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8085391.500000 Penalty: 5297.090820
	Iteration 73Q: 3 clusters Score -8085392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8085393.500000 Penalty: 5297.090820
	Iteration 74Q: 3 clusters Score -8085394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8085387.500000 Penalty: 5297.090820
	Iteration 75Q: 3 clusters Score -8085388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8085396.500000 Penalty: 5297.090820
	Iteration 76Q: 3 clusters Score -8085396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8085392.000000 Penalty: 5297.090820
	Iteration 77Q: 3 clusters Score -8085392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8085392.000000 Penalty: 5297.090820
	Iteration 78F: 3 clusters Score -8085392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Entering Unmasked Estep 
Score: -4928623.000000 Penalty: 2533.793701
	Iteration 0F: 2 clusters Score -4928623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -4909898.500000 Penalty: 5067.587402
	Iteration 0F: 3 clusters Score -4909898 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4916294.500000 Penalty: 5067.587402
	Iteration 1F: 3 clusters Score -4916294 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -4916678.500000 Penalty: 5067.587402
	Iteration 2Q: 3 clusters Score -4916678 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -4916997.000000 Penalty: 5067.587402
	Iteration 3Q: 3 clusters Score -4916997 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4917352.000000 Penalty: 5067.587402
	Iteration 4Q: 3 clusters Score -4917352 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4917706.000000 Penalty: 5067.587402
	Iteration 5Q: 3 clusters Score -4917706 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -4918190.000000 Penalty: 5067.587402
	Iteration 6Q: 3 clusters Score -4918190 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4918775.000000 Penalty: 5067.587402
	Iteration 7Q: 3 clusters Score -4918775 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4919476.000000 Penalty: 5067.587402
	Iteration 8Q: 3 clusters Score -4919476 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -4920273.500000 Penalty: 5067.587402
	Iteration 9F: 3 clusters Score -4920274 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -4920970.500000 Penalty: 5067.587402
	Iteration 10F: 3 clusters Score -4920970 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -4921643.000000 Penalty: 5067.587402
	Iteration 11F: 3 clusters Score -4921643 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4922237.500000 Penalty: 5067.587402
	Iteration 12Q: 3 clusters Score -4922238 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -4922663.000000 Penalty: 5067.587402
	Iteration 13Q: 3 clusters Score -4922663 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -4922988.000000 Penalty: 5067.587402
	Iteration 14Q: 3 clusters Score -4922988 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -4923241.500000 Penalty: 5067.587402
	Iteration 15Q: 3 clusters Score -4923242 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -4923414.000000 Penalty: 5067.587402
	Iteration 16Q: 3 clusters Score -4923414 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4923546.500000 Penalty: 5067.587402
	Iteration 17Q: 3 clusters Score -4923546 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -4923661.500000 Penalty: 5067.587402
	Iteration 18Q: 3 clusters Score -4923662 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -4923783.500000 Penalty: 5067.587402
	Iteration 19Q: 3 clusters Score -4923784 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4923915.000000 Penalty: 5067.587402
	Iteration 20F: 3 clusters Score -4923915 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4924081.000000 Penalty: 5067.587402
	Iteration 21Q: 3 clusters Score -4924081 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4924293.000000 Penalty: 5067.587402
	Iteration 22Q: 3 clusters Score -4924293 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4924590.000000 Penalty: 5067.587402
	Iteration 23Q: 3 clusters Score -4924590 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4924908.000000 Penalty: 5067.587402
	Iteration 24Q: 3 clusters Score -4924908 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4925318.000000 Penalty: 5067.587402
	Iteration 25Q: 3 clusters Score -4925318 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4925729.500000 Penalty: 5067.587402
	Iteration 26Q: 3 clusters Score -4925730 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4926011.000000 Penalty: 5067.587402
	Iteration 27Q: 3 clusters Score -4926011 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4926234.000000 Penalty: 5067.587402
	Iteration 28Q: 3 clusters Score -4926234 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4926352.000000 Penalty: 5067.587402
	Iteration 29Q: 3 clusters Score -4926352 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4926434.500000 Penalty: 5067.587402
	Iteration 30Q: 3 clusters Score -4926434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4926522.500000 Penalty: 5067.587402
	Iteration 31Q: 3 clusters Score -4926522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4926611.000000 Penalty: 5067.587402
	Iteration 32Q: 3 clusters Score -4926611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4926703.500000 Penalty: 5067.587402
	Iteration 33Q: 3 clusters Score -4926704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4926782.000000 Penalty: 5067.587402
	Iteration 34Q: 3 clusters Score -4926782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4926826.500000 Penalty: 5067.587402
	Iteration 35Q: 3 clusters Score -4926826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4926846.500000 Penalty: 5067.587402
	Iteration 36Q: 3 clusters Score -4926846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4926862.000000 Penalty: 5067.587402
	Iteration 37Q: 3 clusters Score -4926862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4926880.000000 Penalty: 5067.587402
	Iteration 38Q: 3 clusters Score -4926880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4926893.000000 Penalty: 5067.587402
	Iteration 39Q: 3 clusters Score -4926893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4926889.500000 Penalty: 5067.587402
	Iteration 40F: 3 clusters Score -4926890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4926897.000000 Penalty: 5067.587402
	Iteration 41Q: 3 clusters Score -4926897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4926897.000000 Penalty: 5067.587402
	Iteration 42F: 3 clusters Score -4926897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -29635.740234 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -29635.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28545.421875 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -28545.42 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29017.662109 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -29017.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29164.017578 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -29164.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29204.390625 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -29204.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29207.947266 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -29207.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29207.947266 Penalty: 2920.883301
	Iteration 5F: 3 clusters Score -29207.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Entering Unmasked Estep 
Score: -9699154.000000 Penalty: 2692.664307
	Iteration 0F: 2 clusters Score -9699154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -9666406.000000 Penalty: 5385.328613
	Iteration 0F: 3 clusters Score -9666406 nChanged 23859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -9679506.000000 Penalty: 5385.328613
	Iteration 1F: 3 clusters Score -9679506 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -9680047.000000 Penalty: 5385.328613
	Iteration 2Q: 3 clusters Score -9680047 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -9680532.000000 Penalty: 5385.328613
	Iteration 3Q: 3 clusters Score -9680532 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -9680932.000000 Penalty: 5385.328613
	Iteration 4Q: 3 clusters Score -9680932 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -9681406.000000 Penalty: 5385.328613
	Iteration 5Q: 3 clusters Score -9681406 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -9682074.000000 Penalty: 5385.328613
	Iteration 6Q: 3 clusters Score -9682074 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -9683077.000000 Penalty: 5385.328613
	Iteration 7Q: 3 clusters Score -9683077 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -9684459.000000 Penalty: 5385.328613
	Iteration 8Q: 3 clusters Score -9684459 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -9686486.000000 Penalty: 5385.328613
	Iteration 9F: 3 clusters Score -9686486 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -9688873.000000 Penalty: 5385.328613
	Iteration 10F: 3 clusters Score -9688873 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -9691131.000000 Penalty: 5385.328613
	Iteration 11F: 3 clusters Score -9691131 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -9692877.000000 Penalty: 5385.328613
	Iteration 12Q: 3 clusters Score -9692877 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -9694156.000000 Penalty: 5385.328613
	Iteration 13Q: 3 clusters Score -9694156 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -9695054.000000 Penalty: 5385.328613
	Iteration 14Q: 3 clusters Score -9695054 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -9695575.000000 Penalty: 5385.328613
	Iteration 15Q: 3 clusters Score -9695575 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -9695967.000000 Penalty: 5385.328613
	Iteration 16Q: 3 clusters Score -9695967 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -9696243.000000 Penalty: 5385.328613
	Iteration 17Q: 3 clusters Score -9696243 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -9696440.000000 Penalty: 5385.328613
	Iteration 18Q: 3 clusters Score -9696440 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -9696578.000000 Penalty: 5385.328613
	Iteration 19Q: 3 clusters Score -9696578 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -9696594.000000 Penalty: 5385.328613
	Iteration 20F: 3 clusters Score -9696594 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -9696716.000000 Penalty: 5385.328613
	Iteration 21Q: 3 clusters Score -9696716 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -9696759.000000 Penalty: 5385.328613
	Iteration 22Q: 3 clusters Score -9696759 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -9696797.000000 Penalty: 5385.328613
	Iteration 23Q: 3 clusters Score -9696797 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -9696859.000000 Penalty: 5385.328613
	Iteration 24Q: 3 clusters Score -9696859 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -9696898.000000 Penalty: 5385.328613
	Iteration 25Q: 3 clusters Score -9696898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -9696926.000000 Penalty: 5385.328613
	Iteration 26Q: 3 clusters Score -9696926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -9696937.000000 Penalty: 5385.328613
	Iteration 27Q: 3 clusters Score -9696937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -9696972.000000 Penalty: 5385.328613
	Iteration 28Q: 3 clusters Score -9696972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -9696999.000000 Penalty: 5385.328613
	Iteration 29Q: 3 clusters Score -9696999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -9697018.000000 Penalty: 5385.328613
	Iteration 30Q: 3 clusters Score -9697018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -9697019.000000 Penalty: 5385.328613
	Iteration 31Q: 3 clusters Score -9697019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -9697038.000000 Penalty: 5385.328613
	Iteration 32Q: 3 clusters Score -9697038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -9697046.000000 Penalty: 5385.328613
	Iteration 33Q: 3 clusters Score -9697046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -9697041.000000 Penalty: 5385.328613
	Iteration 34Q: 3 clusters Score -9697041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -9697039.000000 Penalty: 5385.328613
	Iteration 35Q: 3 clusters Score -9697039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -9697041.000000 Penalty: 5385.328613
	Iteration 36Q: 3 clusters Score -9697041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -9697054.000000 Penalty: 5385.328613
	Iteration 37Q: 3 clusters Score -9697054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -9697041.000000 Penalty: 5385.328613
	Iteration 38Q: 3 clusters Score -9697041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -9697045.000000 Penalty: 5385.328613
	Iteration 39Q: 3 clusters Score -9697045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -9697057.000000 Penalty: 5385.328613
	Iteration 40F: 3 clusters Score -9697057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -9697046.000000 Penalty: 5385.328613
	Iteration 41Q: 3 clusters Score -9697046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -9697054.000000 Penalty: 5385.328613
	Iteration 42Q: 3 clusters Score -9697054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -9697051.000000 Penalty: 5385.328613
	Iteration 43Q: 3 clusters Score -9697051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -9697053.000000 Penalty: 5385.328613
	Iteration 44Q: 3 clusters Score -9697053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -9697076.000000 Penalty: 5385.328613
	Iteration 45Q: 3 clusters Score -9697076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -9697074.000000 Penalty: 5385.328613
	Iteration 46Q: 3 clusters Score -9697074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -9697070.000000 Penalty: 5385.328613
	Iteration 47Q: 3 clusters Score -9697070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -9697067.000000 Penalty: 5385.328613
	Iteration 48Q: 3 clusters Score -9697067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -9697070.000000 Penalty: 5385.328613
	Iteration 49Q: 3 clusters Score -9697070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -9697070.000000 Penalty: 5385.328613
	Iteration 50Q: 3 clusters Score -9697070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -9697070.000000 Penalty: 5385.328613
	Iteration 51F: 3 clusters Score -9697070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -100788.000000 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -100788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99175.625000 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -99175.62 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -99376.203125 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -99376.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -99484.210938 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -99484.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -99534.171875 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -99534.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -99558.312500 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -99558.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -99568.007812 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -99568.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99577.804688 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -99577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99585.328125 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -99585.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99592.914062 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -99592.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99597.789062 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -99597.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99599.445312 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -99599.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99605.007812 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -99605.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99606.351562 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -99606.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99608.468750 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -99608.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99608.468750 Penalty: 3176.172607
	Iteration 14F: 3 clusters Score -99608.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Entering Unmasked Estep 
Score: -4028118.000000 Penalty: 2477.425537
	Iteration 0F: 2 clusters Score -4028118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4012885.750000 Penalty: 4954.851074
	Iteration 0F: 3 clusters Score -4012886 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4018003.250000 Penalty: 4954.851074
	Iteration 1F: 3 clusters Score -4018003 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -4018420.000000 Penalty: 4954.851074
	Iteration 2F: 3 clusters Score -4018420 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -4018731.500000 Penalty: 4954.851074
	Iteration 3Q: 3 clusters Score -4018732 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -4019027.750000 Penalty: 4954.851074
	Iteration 4Q: 3 clusters Score -4019028 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -4019349.500000 Penalty: 4954.851074
	Iteration 5Q: 3 clusters Score -4019350 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -4019765.500000 Penalty: 4954.851074
	Iteration 6Q: 3 clusters Score -4019766 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4020314.500000 Penalty: 4954.851074
	Iteration 7Q: 3 clusters Score -4020314 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -4021095.000000 Penalty: 4954.851074
	Iteration 8F: 3 clusters Score -4021095 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4022136.500000 Penalty: 4954.851074
	Iteration 9F: 3 clusters Score -4022136 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -4023192.500000 Penalty: 4954.851074
	Iteration 10F: 3 clusters Score -4023192 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4024099.000000 Penalty: 4954.851074
	Iteration 11Q: 3 clusters Score -4024099 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4024746.250000 Penalty: 4954.851074
	Iteration 12Q: 3 clusters Score -4024746 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4025149.500000 Penalty: 4954.851074
	Iteration 13Q: 3 clusters Score -4025150 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4025330.250000 Penalty: 4954.851074
	Iteration 14Q: 3 clusters Score -4025330 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4025480.000000 Penalty: 4954.851074
	Iteration 15Q: 3 clusters Score -4025480 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4025567.500000 Penalty: 4954.851074
	Iteration 16Q: 3 clusters Score -4025568 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4025620.750000 Penalty: 4954.851074
	Iteration 17Q: 3 clusters Score -4025621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4025658.500000 Penalty: 4954.851074
	Iteration 18Q: 3 clusters Score -4025658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4025688.000000 Penalty: 4954.851074
	Iteration 19Q: 3 clusters Score -4025688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4025710.250000 Penalty: 4954.851074
	Iteration 20F: 3 clusters Score -4025710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4025738.250000 Penalty: 4954.851074
	Iteration 21Q: 3 clusters Score -4025738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4025769.000000 Penalty: 4954.851074
	Iteration 22Q: 3 clusters Score -4025769 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4025793.000000 Penalty: 4954.851074
	Iteration 23Q: 3 clusters Score -4025793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4025809.000000 Penalty: 4954.851074
	Iteration 24Q: 3 clusters Score -4025809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4025819.250000 Penalty: 4954.851074
	Iteration 25Q: 3 clusters Score -4025819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4025834.000000 Penalty: 4954.851074
	Iteration 26Q: 3 clusters Score -4025834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4025848.000000 Penalty: 4954.851074
	Iteration 27Q: 3 clusters Score -4025848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4025859.000000 Penalty: 4954.851074
	Iteration 28Q: 3 clusters Score -4025859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4025867.500000 Penalty: 4954.851074
	Iteration 29Q: 3 clusters Score -4025868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4025874.750000 Penalty: 4954.851074
	Iteration 30Q: 3 clusters Score -4025875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4025880.250000 Penalty: 4954.851074
	Iteration 31Q: 3 clusters Score -4025880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4025877.750000 Penalty: 4954.851074
	Iteration 32Q: 3 clusters Score -4025878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4025885.750000 Penalty: 4954.851074
	Iteration 33Q: 3 clusters Score -4025886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4025879.750000 Penalty: 4954.851074
	Iteration 34Q: 3 clusters Score -4025880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4025881.500000 Penalty: 4954.851074
	Iteration 35Q: 3 clusters Score -4025882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4025884.750000 Penalty: 4954.851074
	Iteration 36Q: 3 clusters Score -4025885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4025887.500000 Penalty: 4954.851074
	Iteration 37Q: 3 clusters Score -4025888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4025890.500000 Penalty: 4954.851074
	Iteration 38Q: 3 clusters Score -4025890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4025896.750000 Penalty: 4954.851074
	Iteration 39Q: 3 clusters Score -4025897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4025900.500000 Penalty: 4954.851074
	Iteration 40F: 3 clusters Score -4025900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4025905.500000 Penalty: 4954.851074
	Iteration 41Q: 3 clusters Score -4025906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4025908.750000 Penalty: 4954.851074
	Iteration 42Q: 3 clusters Score -4025909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4025899.750000 Penalty: 4954.851074
	Iteration 43Q: 3 clusters Score -4025900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4025901.500000 Penalty: 4954.851074
	Iteration 44Q: 3 clusters Score -4025902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4025909.750000 Penalty: 4954.851074
	Iteration 45Q: 3 clusters Score -4025910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4025911.750000 Penalty: 4954.851074
	Iteration 46Q: 3 clusters Score -4025912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4025913.000000 Penalty: 4954.851074
	Iteration 47Q: 3 clusters Score -4025913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4025912.750000 Penalty: 4954.851074
	Iteration 48Q: 3 clusters Score -4025913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4025916.500000 Penalty: 4954.851074
	Iteration 49Q: 3 clusters Score -4025916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4025915.750000 Penalty: 4954.851074
	Iteration 50Q: 3 clusters Score -4025916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4025918.250000 Penalty: 4954.851074
	Iteration 51Q: 3 clusters Score -4025918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4025920.250000 Penalty: 4954.851074
	Iteration 52Q: 3 clusters Score -4025920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4025921.750000 Penalty: 4954.851074
	Iteration 53Q: 3 clusters Score -4025922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4025923.500000 Penalty: 4954.851074
	Iteration 54Q: 3 clusters Score -4025924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4025923.750000 Penalty: 4954.851074
	Iteration 55Q: 3 clusters Score -4025924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4025923.750000 Penalty: 4954.851074
	Iteration 56F: 3 clusters Score -4025924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121426.257812 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -121426.3 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 393 members 
Entering Unmasked Estep 
Score: -119735.507812 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -119735.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -120190.687500 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -120190.7 nChanged 103
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: -120573.000000 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -120573 nChanged 70
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: -120871.578125 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -120871.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -121036.820312 Penalty: 3324.781250
	Iteration 4F: 3 clusters Score -121036.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -121170.523438 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -121170.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -121276.164062 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -121276.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -121314.070312 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -121314.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -121341.671875 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -121341.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -121356.835938 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -121356.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -121368.210938 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -121368.2 nChanged 4
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: -121374.648438 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -121374.6 nChanged 0
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: -121374.648438 Penalty: 3324.781250
	Iteration 12F: 3 clusters Score -121374.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Entering Unmasked Estep 
Score: -9229737.000000 Penalty: 2684.260498
	Iteration 0F: 2 clusters Score -9229737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -9196489.000000 Penalty: 5368.520996
	Iteration 0F: 3 clusters Score -9196489 nChanged 23201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -9209073.000000 Penalty: 5368.520996
	Iteration 1F: 3 clusters Score -9209073 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -9209507.000000 Penalty: 5368.520996
	Iteration 2Q: 3 clusters Score -9209507 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -9209842.000000 Penalty: 5368.520996
	Iteration 3Q: 3 clusters Score -9209842 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -9210219.000000 Penalty: 5368.520996
	Iteration 4Q: 3 clusters Score -9210219 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -9210857.000000 Penalty: 5368.520996
	Iteration 5Q: 3 clusters Score -9210857 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -9211716.000000 Penalty: 5368.520996
	Iteration 6Q: 3 clusters Score -9211716 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -9213315.000000 Penalty: 5368.520996
	Iteration 7F: 3 clusters Score -9213315 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -9215875.000000 Penalty: 5368.520996
	Iteration 8F: 3 clusters Score -9215875 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -9219498.000000 Penalty: 5368.520996
	Iteration 9F: 3 clusters Score -9219498 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -9223092.000000 Penalty: 5368.520996
	Iteration 10F: 3 clusters Score -9223092 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -9225466.000000 Penalty: 5368.520996
	Iteration 11Q: 3 clusters Score -9225466 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9226620.000000 Penalty: 5368.520996
	Iteration 12Q: 3 clusters Score -9226620 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9227136.000000 Penalty: 5368.520996
	Iteration 13Q: 3 clusters Score -9227136 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9227337.000000 Penalty: 5368.520996
	Iteration 14Q: 3 clusters Score -9227337 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9227464.000000 Penalty: 5368.520996
	Iteration 15Q: 3 clusters Score -9227464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9227521.000000 Penalty: 5368.520996
	Iteration 16Q: 3 clusters Score -9227521 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9227563.000000 Penalty: 5368.520996
	Iteration 17Q: 3 clusters Score -9227563 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9227597.000000 Penalty: 5368.520996
	Iteration 18Q: 3 clusters Score -9227597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9227601.000000 Penalty: 5368.520996
	Iteration 19Q: 3 clusters Score -9227601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9227616.000000 Penalty: 5368.520996
	Iteration 20F: 3 clusters Score -9227616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9227629.000000 Penalty: 5368.520996
	Iteration 21Q: 3 clusters Score -9227629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9227638.000000 Penalty: 5368.520996
	Iteration 22Q: 3 clusters Score -9227638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9227653.000000 Penalty: 5368.520996
	Iteration 23Q: 3 clusters Score -9227653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9227653.000000 Penalty: 5368.520996
	Iteration 24Q: 3 clusters Score -9227653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9227647.000000 Penalty: 5368.520996
	Iteration 25Q: 3 clusters Score -9227647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9227646.000000 Penalty: 5368.520996
	Iteration 26Q: 3 clusters Score -9227646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9227655.000000 Penalty: 5368.520996
	Iteration 27Q: 3 clusters Score -9227655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9227655.000000 Penalty: 5368.520996
	Iteration 28F: 3 clusters Score -9227655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -194332.578125 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -194332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -192365.625000 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -192365.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -192790.546875 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -192790.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -192929.500000 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -192929.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -193011.750000 Penalty: 3478.009277
	Iteration 3Q: 3 clusters Score -193011.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -193058.953125 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -193059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -193086.140625 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -193086.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -193105.343750 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -193105.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -193122.390625 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -193122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -193134.390625 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -193134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -193145.265625 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -193145.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -193148.062500 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -193148.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -193151.406250 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -193151.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -193155.609375 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -193155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -193156.796875 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -193156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -193157.906250 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -193157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -193158.984375 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -193159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -193159.671875 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -193159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -193160.765625 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -193160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -193163.390625 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -193163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -193164.390625 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -193164.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -193164.390625 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -193164.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Entering Unmasked Estep 
Score: -9595155.000000 Penalty: 2689.215820
	Iteration 0F: 2 clusters Score -9595155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -9562896.000000 Penalty: 5378.431641
	Iteration 0F: 3 clusters Score -9562896 nChanged 23853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -9576069.000000 Penalty: 5378.431641
	Iteration 1F: 3 clusters Score -9576069 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -9576623.000000 Penalty: 5378.431641
	Iteration 2Q: 3 clusters Score -9576623 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -9577257.000000 Penalty: 5378.431641
	Iteration 3Q: 3 clusters Score -9577257 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -9577859.000000 Penalty: 5378.431641
	Iteration 4Q: 3 clusters Score -9577859 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -9578575.000000 Penalty: 5378.431641
	Iteration 5Q: 3 clusters Score -9578575 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -9579299.000000 Penalty: 5378.431641
	Iteration 6Q: 3 clusters Score -9579299 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -9580242.000000 Penalty: 5378.431641
	Iteration 7Q: 3 clusters Score -9580242 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -9581550.000000 Penalty: 5378.431641
	Iteration 8Q: 3 clusters Score -9581550 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -9583370.000000 Penalty: 5378.431641
	Iteration 9F: 3 clusters Score -9583370 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -9585557.000000 Penalty: 5378.431641
	Iteration 10F: 3 clusters Score -9585557 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -9587536.000000 Penalty: 5378.431641
	Iteration 11F: 3 clusters Score -9587536 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -9589188.000000 Penalty: 5378.431641
	Iteration 12Q: 3 clusters Score -9589188 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -9590541.000000 Penalty: 5378.431641
	Iteration 13Q: 3 clusters Score -9590541 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -9591687.000000 Penalty: 5378.431641
	Iteration 14Q: 3 clusters Score -9591687 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -9592112.000000 Penalty: 5378.431641
	Iteration 15Q: 3 clusters Score -9592112 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -9592456.000000 Penalty: 5378.431641
	Iteration 16Q: 3 clusters Score -9592456 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -9592618.000000 Penalty: 5378.431641
	Iteration 17Q: 3 clusters Score -9592618 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -9592696.000000 Penalty: 5378.431641
	Iteration 18Q: 3 clusters Score -9592696 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -9592761.000000 Penalty: 5378.431641
	Iteration 19Q: 3 clusters Score -9592761 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -9592754.000000 Penalty: 5378.431641
	Iteration 20F: 3 clusters Score -9592754 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -9592793.000000 Penalty: 5378.431641
	Iteration 21Q: 3 clusters Score -9592793 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -9592798.000000 Penalty: 5378.431641
	Iteration 22Q: 3 clusters Score -9592798 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -9592816.000000 Penalty: 5378.431641
	Iteration 23Q: 3 clusters Score -9592816 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -9592815.000000 Penalty: 5378.431641
	Iteration 24Q: 3 clusters Score -9592815 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -9592847.000000 Penalty: 5378.431641
	Iteration 25Q: 3 clusters Score -9592847 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -9592885.000000 Penalty: 5378.431641
	Iteration 26Q: 3 clusters Score -9592885 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -9592944.000000 Penalty: 5378.431641
	Iteration 27Q: 3 clusters Score -9592944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -9592934.000000 Penalty: 5378.431641
	Iteration 28Q: 3 clusters Score -9592934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -9592952.000000 Penalty: 5378.431641
	Iteration 29Q: 3 clusters Score -9592952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -9592952.000000 Penalty: 5378.431641
	Iteration 30Q: 3 clusters Score -9592952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -9592984.000000 Penalty: 5378.431641
	Iteration 31Q: 3 clusters Score -9592984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -9593006.000000 Penalty: 5378.431641
	Iteration 32Q: 3 clusters Score -9593006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -9592986.000000 Penalty: 5378.431641
	Iteration 33Q: 3 clusters Score -9592986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -9592999.000000 Penalty: 5378.431641
	Iteration 34Q: 3 clusters Score -9592999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -9593011.000000 Penalty: 5378.431641
	Iteration 35Q: 3 clusters Score -9593011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -9593015.000000 Penalty: 5378.431641
	Iteration 36Q: 3 clusters Score -9593015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -9593007.000000 Penalty: 5378.431641
	Iteration 37Q: 3 clusters Score -9593007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -9593015.000000 Penalty: 5378.431641
	Iteration 38Q: 3 clusters Score -9593015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -9593017.000000 Penalty: 5378.431641
	Iteration 39Q: 3 clusters Score -9593017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -9593015.000000 Penalty: 5378.431641
	Iteration 40F: 3 clusters Score -9593015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -9593011.000000 Penalty: 5378.431641
	Iteration 41Q: 3 clusters Score -9593011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -9593014.000000 Penalty: 5378.431641
	Iteration 42Q: 3 clusters Score -9593014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -9593012.000000 Penalty: 5378.431641
	Iteration 43Q: 3 clusters Score -9593012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -9593014.000000 Penalty: 5378.431641
	Iteration 44Q: 3 clusters Score -9593014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -9593011.000000 Penalty: 5378.431641
	Iteration 45Q: 3 clusters Score -9593011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -9592997.000000 Penalty: 5378.431641
	Iteration 46Q: 3 clusters Score -9592997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -9593008.000000 Penalty: 5378.431641
	Iteration 47Q: 3 clusters Score -9593008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -9593014.000000 Penalty: 5378.431641
	Iteration 48Q: 3 clusters Score -9593014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -9593007.000000 Penalty: 5378.431641
	Iteration 49Q: 3 clusters Score -9593007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -9593013.000000 Penalty: 5378.431641
	Iteration 50Q: 3 clusters Score -9593013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -9593016.000000 Penalty: 5378.431641
	Iteration 51Q: 3 clusters Score -9593016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -9593023.000000 Penalty: 5378.431641
	Iteration 52Q: 3 clusters Score -9593023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -9593025.000000 Penalty: 5378.431641
	Iteration 53Q: 3 clusters Score -9593025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -9593022.000000 Penalty: 5378.431641
	Iteration 54Q: 3 clusters Score -9593022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -9593029.000000 Penalty: 5378.431641
	Iteration 55Q: 3 clusters Score -9593029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -9593032.000000 Penalty: 5378.431641
	Iteration 56Q: 3 clusters Score -9593032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -9593029.000000 Penalty: 5378.431641
	Iteration 57Q: 3 clusters Score -9593029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -9593027.000000 Penalty: 5378.431641
	Iteration 58Q: 3 clusters Score -9593027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -9593034.000000 Penalty: 5378.431641
	Iteration 59Q: 3 clusters Score -9593034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -9593032.000000 Penalty: 5378.431641
	Iteration 60F: 3 clusters Score -9593032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -9593043.000000 Penalty: 5378.431641
	Iteration 61Q: 3 clusters Score -9593043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -9593045.000000 Penalty: 5378.431641
	Iteration 62Q: 3 clusters Score -9593045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -9593054.000000 Penalty: 5378.431641
	Iteration 63Q: 3 clusters Score -9593054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -9593054.000000 Penalty: 5378.431641
	Iteration 64Q: 3 clusters Score -9593054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -9593054.000000 Penalty: 5378.431641
	Iteration 65F: 3 clusters Score -9593054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -929595.812500 Penalty: 2112.957275
	Iteration 0F: 2 clusters Score -929595.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -925103.562500 Penalty: 4225.914551
	Iteration 0F: 3 clusters Score -925103.6 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -926452.437500 Penalty: 4225.914551
	Iteration 1F: 3 clusters Score -926452.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -926822.062500 Penalty: 4225.914551
	Iteration 2F: 3 clusters Score -926822.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -927075.250000 Penalty: 4225.914551
	Iteration 3F: 3 clusters Score -927075.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -927260.312500 Penalty: 4225.914551
	Iteration 4Q: 3 clusters Score -927260.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -927410.812500 Penalty: 4225.914551
	Iteration 5Q: 3 clusters Score -927410.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -927538.937500 Penalty: 4225.914551
	Iteration 6Q: 3 clusters Score -927538.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -927677.937500 Penalty: 4225.914551
	Iteration 7Q: 3 clusters Score -927677.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -927790.687500 Penalty: 4225.914551
	Iteration 8Q: 3 clusters Score -927790.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -927882.812500 Penalty: 4225.914551
	Iteration 9Q: 3 clusters Score -927882.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -927950.687500 Penalty: 4225.914551
	Iteration 10Q: 3 clusters Score -927950.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -927997.562500 Penalty: 4225.914551
	Iteration 11Q: 3 clusters Score -927997.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -928037.312500 Penalty: 4225.914551
	Iteration 12Q: 3 clusters Score -928037.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -928065.187500 Penalty: 4225.914551
	Iteration 13Q: 3 clusters Score -928065.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -928094.500000 Penalty: 4225.914551
	Iteration 14Q: 3 clusters Score -928094.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -928112.625000 Penalty: 4225.914551
	Iteration 15Q: 3 clusters Score -928112.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -928125.625000 Penalty: 4225.914551
	Iteration 16Q: 3 clusters Score -928125.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -928132.687500 Penalty: 4225.914551
	Iteration 17Q: 3 clusters Score -928132.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -928137.000000 Penalty: 4225.914551
	Iteration 18Q: 3 clusters Score -928137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -928143.437500 Penalty: 4225.914551
	Iteration 19Q: 3 clusters Score -928143.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -928150.250000 Penalty: 4225.914551
	Iteration 20F: 3 clusters Score -928150.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -928157.000000 Penalty: 4225.914551
	Iteration 21Q: 3 clusters Score -928157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -928161.687500 Penalty: 4225.914551
	Iteration 22Q: 3 clusters Score -928161.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -928163.812500 Penalty: 4225.914551
	Iteration 23Q: 3 clusters Score -928163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -928165.312500 Penalty: 4225.914551
	Iteration 24Q: 3 clusters Score -928165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -928165.000000 Penalty: 4225.914551
	Iteration 25Q: 3 clusters Score -928165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -928164.000000 Penalty: 4225.914551
	Iteration 26Q: 3 clusters Score -928164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -928167.875000 Penalty: 4225.914551
	Iteration 27Q: 3 clusters Score -928167.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -928167.875000 Penalty: 4225.914551
	Iteration 28F: 3 clusters Score -928167.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -76683.515625 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -76683.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75323.812500 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -75323.81 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75780.914062 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -75780.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76115.750000 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -76115.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76377.828125 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -76377.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76525.726562 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -76525.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76636.601562 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -76636.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76686.445312 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -76686.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76712.000000 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -76712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76737.070312 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -76737.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76752.875000 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -76752.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76759.992188 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -76759.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76764.718750 Penalty: 3096.142822
	Iteration 11F: 3 clusters Score -76764.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76780.007812 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -76780.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76793.851562 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -76793.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76796.781250 Penalty: 3096.142822
	Iteration 14Q: 3 clusters Score -76796.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76804.664062 Penalty: 3096.142822
	Iteration 15Q: 3 clusters Score -76804.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76830.757812 Penalty: 3096.142822
	Iteration 16Q: 3 clusters Score -76830.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76844.593750 Penalty: 3096.142822
	Iteration 17Q: 3 clusters Score -76844.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76852.554688 Penalty: 3096.142822
	Iteration 18Q: 3 clusters Score -76852.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76852.554688 Penalty: 3096.142822
	Iteration 19F: 3 clusters Score -76852.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49386 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12317 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54222 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 43461 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51923 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21799 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50193 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51206 members 
Mstep: Class 21 contains 5014 members 
Mstep: Class 22 contains 211 members 
Mstep: Class 23 contains 48667 members 
Mstep: Class 24 contains 49010 members 
Mstep: Class 25 contains 18081 members 
Mstep: Class 26 contains 42412 members 
Mstep: Class 27 contains 9824 members 
Mstep: Class 28 contains 48812 members 
Mstep: Class 29 contains 303 members 
Entering Unmasked Estep 
Score: -110181016.000000 Penalty: 95718.617188
Splitting cluster 22 changes total score from -110182664.000000 to -110181016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (48667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Entering Unmasked Estep 
Score: -9052739.000000 Penalty: 2676.603516
	Iteration 0F: 2 clusters Score -9052739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -9021047.000000 Penalty: 5353.207031
	Iteration 0F: 3 clusters Score -9021047 nChanged 22420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -9033132.000000 Penalty: 5353.207031
	Iteration 1F: 3 clusters Score -9033132 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -9033657.000000 Penalty: 5353.207031
	Iteration 2Q: 3 clusters Score -9033657 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -9034182.000000 Penalty: 5353.207031
	Iteration 3Q: 3 clusters Score -9034182 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -9034892.000000 Penalty: 5353.207031
	Iteration 4Q: 3 clusters Score -9034892 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -9035838.000000 Penalty: 5353.207031
	Iteration 5Q: 3 clusters Score -9035838 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -9037187.000000 Penalty: 5353.207031
	Iteration 6Q: 3 clusters Score -9037187 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -9038953.000000 Penalty: 5353.207031
	Iteration 7F: 3 clusters Score -9038953 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -9041065.000000 Penalty: 5353.207031
	Iteration 8F: 3 clusters Score -9041065 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -9043340.000000 Penalty: 5353.207031
	Iteration 9F: 3 clusters Score -9043340 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -9045263.000000 Penalty: 5353.207031
	Iteration 10Q: 3 clusters Score -9045263 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -9046588.000000 Penalty: 5353.207031
	Iteration 11Q: 3 clusters Score -9046588 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -9047526.000000 Penalty: 5353.207031
	Iteration 12Q: 3 clusters Score -9047526 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -9048255.000000 Penalty: 5353.207031
	Iteration 13Q: 3 clusters Score -9048255 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -9048801.000000 Penalty: 5353.207031
	Iteration 14Q: 3 clusters Score -9048801 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -9049160.000000 Penalty: 5353.207031
	Iteration 15Q: 3 clusters Score -9049160 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9049403.000000 Penalty: 5353.207031
	Iteration 16Q: 3 clusters Score -9049403 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9049601.000000 Penalty: 5353.207031
	Iteration 17Q: 3 clusters Score -9049601 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -9049797.000000 Penalty: 5353.207031
	Iteration 18Q: 3 clusters Score -9049797 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9049958.000000 Penalty: 5353.207031
	Iteration 19Q: 3 clusters Score -9049958 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9050050.000000 Penalty: 5353.207031
	Iteration 20F: 3 clusters Score -9050050 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -9050160.000000 Penalty: 5353.207031
	Iteration 21Q: 3 clusters Score -9050160 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9050245.000000 Penalty: 5353.207031
	Iteration 22Q: 3 clusters Score -9050245 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9050314.000000 Penalty: 5353.207031
	Iteration 23Q: 3 clusters Score -9050314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9050358.000000 Penalty: 5353.207031
	Iteration 24Q: 3 clusters Score -9050358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9050402.000000 Penalty: 5353.207031
	Iteration 25Q: 3 clusters Score -9050402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9050434.000000 Penalty: 5353.207031
	Iteration 26Q: 3 clusters Score -9050434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9050447.000000 Penalty: 5353.207031
	Iteration 27Q: 3 clusters Score -9050447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9050460.000000 Penalty: 5353.207031
	Iteration 28Q: 3 clusters Score -9050460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9050471.000000 Penalty: 5353.207031
	Iteration 29Q: 3 clusters Score -9050471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9050478.000000 Penalty: 5353.207031
	Iteration 30Q: 3 clusters Score -9050478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9050503.000000 Penalty: 5353.207031
	Iteration 31Q: 3 clusters Score -9050503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9050512.000000 Penalty: 5353.207031
	Iteration 32Q: 3 clusters Score -9050512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9050500.000000 Penalty: 5353.207031
	Iteration 33Q: 3 clusters Score -9050500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9050501.000000 Penalty: 5353.207031
	Iteration 34Q: 3 clusters Score -9050501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9050509.000000 Penalty: 5353.207031
	Iteration 35Q: 3 clusters Score -9050509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9050527.000000 Penalty: 5353.207031
	Iteration 36Q: 3 clusters Score -9050527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9050517.000000 Penalty: 5353.207031
	Iteration 37Q: 3 clusters Score -9050517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9050526.000000 Penalty: 5353.207031
	Iteration 38Q: 3 clusters Score -9050526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9050538.000000 Penalty: 5353.207031
	Iteration 39Q: 3 clusters Score -9050538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9050534.000000 Penalty: 5353.207031
	Iteration 40F: 3 clusters Score -9050534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9050538.000000 Penalty: 5353.207031
	Iteration 41Q: 3 clusters Score -9050538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9050533.000000 Penalty: 5353.207031
	Iteration 42Q: 3 clusters Score -9050533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9050535.000000 Penalty: 5353.207031
	Iteration 43Q: 3 clusters Score -9050535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9050542.000000 Penalty: 5353.207031
	Iteration 44Q: 3 clusters Score -9050542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9050556.000000 Penalty: 5353.207031
	Iteration 45Q: 3 clusters Score -9050556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9050566.000000 Penalty: 5353.207031
	Iteration 46Q: 3 clusters Score -9050566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9050562.000000 Penalty: 5353.207031
	Iteration 47Q: 3 clusters Score -9050562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9050568.000000 Penalty: 5353.207031
	Iteration 48Q: 3 clusters Score -9050568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9050564.000000 Penalty: 5353.207031
	Iteration 49Q: 3 clusters Score -9050564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9050562.000000 Penalty: 5353.207031
	Iteration 50Q: 3 clusters Score -9050562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9050572.000000 Penalty: 5353.207031
	Iteration 51Q: 3 clusters Score -9050572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9050573.000000 Penalty: 5353.207031
	Iteration 52Q: 3 clusters Score -9050573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9050575.000000 Penalty: 5353.207031
	Iteration 53Q: 3 clusters Score -9050575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9050573.000000 Penalty: 5353.207031
	Iteration 54Q: 3 clusters Score -9050573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9050571.000000 Penalty: 5353.207031
	Iteration 55Q: 3 clusters Score -9050571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9050571.000000 Penalty: 5353.207031
	Iteration 56Q: 3 clusters Score -9050571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9050571.000000 Penalty: 5353.207031
	Iteration 57F: 3 clusters Score -9050571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Entering Unmasked Estep 
Score: -9111574.000000 Penalty: 2678.345459
	Iteration 0F: 2 clusters Score -9111574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -9079527.000000 Penalty: 5356.690918
	Iteration 0F: 3 clusters Score -9079527 nChanged 22565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -9092017.000000 Penalty: 5356.690918
	Iteration 1F: 3 clusters Score -9092017 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -9092589.000000 Penalty: 5356.690918
	Iteration 2Q: 3 clusters Score -9092589 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -9093115.000000 Penalty: 5356.690918
	Iteration 3Q: 3 clusters Score -9093115 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -9093759.000000 Penalty: 5356.690918
	Iteration 4Q: 3 clusters Score -9093759 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -9094672.000000 Penalty: 5356.690918
	Iteration 5Q: 3 clusters Score -9094672 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -9095842.000000 Penalty: 5356.690918
	Iteration 6Q: 3 clusters Score -9095842 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -9097685.000000 Penalty: 5356.690918
	Iteration 7F: 3 clusters Score -9097685 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -9100618.000000 Penalty: 5356.690918
	Iteration 8F: 3 clusters Score -9100618 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -9104119.000000 Penalty: 5356.690918
	Iteration 9F: 3 clusters Score -9104119 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -9106640.000000 Penalty: 5356.690918
	Iteration 10F: 3 clusters Score -9106640 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -9108007.000000 Penalty: 5356.690918
	Iteration 11Q: 3 clusters Score -9108007 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -9108772.000000 Penalty: 5356.690918
	Iteration 12Q: 3 clusters Score -9108772 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -9109224.000000 Penalty: 5356.690918
	Iteration 13Q: 3 clusters Score -9109224 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -9109491.000000 Penalty: 5356.690918
	Iteration 14Q: 3 clusters Score -9109491 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -9109658.000000 Penalty: 5356.690918
	Iteration 15Q: 3 clusters Score -9109658 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -9109734.000000 Penalty: 5356.690918
	Iteration 16Q: 3 clusters Score -9109734 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -9109734.000000 Penalty: 5356.690918
	Iteration 17Q: 3 clusters Score -9109734 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -9109785.000000 Penalty: 5356.690918
	Iteration 18Q: 3 clusters Score -9109785 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -9109805.000000 Penalty: 5356.690918
	Iteration 19Q: 3 clusters Score -9109805 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -9109820.000000 Penalty: 5356.690918
	Iteration 20F: 3 clusters Score -9109820 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -9109859.000000 Penalty: 5356.690918
	Iteration 21Q: 3 clusters Score -9109859 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -9109864.000000 Penalty: 5356.690918
	Iteration 22Q: 3 clusters Score -9109864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -9109899.000000 Penalty: 5356.690918
	Iteration 23Q: 3 clusters Score -9109899 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -9109869.000000 Penalty: 5356.690918
	Iteration 24Q: 3 clusters Score -9109869 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -9109894.000000 Penalty: 5356.690918
	Iteration 25Q: 3 clusters Score -9109894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -9109899.000000 Penalty: 5356.690918
	Iteration 26Q: 3 clusters Score -9109899 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -9109899.000000 Penalty: 5356.690918
	Iteration 27Q: 3 clusters Score -9109899 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -9109907.000000 Penalty: 5356.690918
	Iteration 28Q: 3 clusters Score -9109907 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -9109906.000000 Penalty: 5356.690918
	Iteration 29Q: 3 clusters Score -9109906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -9109918.000000 Penalty: 5356.690918
	Iteration 30Q: 3 clusters Score -9109918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -9109925.000000 Penalty: 5356.690918
	Iteration 31Q: 3 clusters Score -9109925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -9109934.000000 Penalty: 5356.690918
	Iteration 32Q: 3 clusters Score -9109934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -9109938.000000 Penalty: 5356.690918
	Iteration 33Q: 3 clusters Score -9109938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -9109950.000000 Penalty: 5356.690918
	Iteration 34Q: 3 clusters Score -9109950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -9109952.000000 Penalty: 5356.690918
	Iteration 35Q: 3 clusters Score -9109952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -9109960.000000 Penalty: 5356.690918
	Iteration 36Q: 3 clusters Score -9109960 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -9109964.000000 Penalty: 5356.690918
	Iteration 37Q: 3 clusters Score -9109964 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -9109974.000000 Penalty: 5356.690918
	Iteration 38Q: 3 clusters Score -9109974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -9109966.000000 Penalty: 5356.690918
	Iteration 39Q: 3 clusters Score -9109966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -9109975.000000 Penalty: 5356.690918
	Iteration 40F: 3 clusters Score -9109975 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -9109969.000000 Penalty: 5356.690918
	Iteration 41Q: 3 clusters Score -9109969 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -9109992.000000 Penalty: 5356.690918
	Iteration 42Q: 3 clusters Score -9109992 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -9109998.000000 Penalty: 5356.690918
	Iteration 43Q: 3 clusters Score -9109998 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -9110034.000000 Penalty: 5356.690918
	Iteration 44Q: 3 clusters Score -9110034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -9110025.000000 Penalty: 5356.690918
	Iteration 45Q: 3 clusters Score -9110025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -9110012.000000 Penalty: 5356.690918
	Iteration 46Q: 3 clusters Score -9110012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -9110001.000000 Penalty: 5356.690918
	Iteration 47Q: 3 clusters Score -9110001 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -9110000.000000 Penalty: 5356.690918
	Iteration 48Q: 3 clusters Score -9110000 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -9109991.000000 Penalty: 5356.690918
	Iteration 49Q: 3 clusters Score -9109991 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -9109991.000000 Penalty: 5356.690918
	Iteration 50Q: 3 clusters Score -9109991 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -9110001.000000 Penalty: 5356.690918
	Iteration 51Q: 3 clusters Score -9110001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -9110017.000000 Penalty: 5356.690918
	Iteration 52Q: 3 clusters Score -9110017 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -9110039.000000 Penalty: 5356.690918
	Iteration 53Q: 3 clusters Score -9110039 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -9110036.000000 Penalty: 5356.690918
	Iteration 54Q: 3 clusters Score -9110036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -9110044.000000 Penalty: 5356.690918
	Iteration 55Q: 3 clusters Score -9110044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -9110033.000000 Penalty: 5356.690918
	Iteration 56Q: 3 clusters Score -9110033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -9110034.000000 Penalty: 5356.690918
	Iteration 57Q: 3 clusters Score -9110034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -9110028.000000 Penalty: 5356.690918
	Iteration 58Q: 3 clusters Score -9110028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -9110038.000000 Penalty: 5356.690918
	Iteration 59Q: 3 clusters Score -9110038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -9110043.000000 Penalty: 5356.690918
	Iteration 60F: 3 clusters Score -9110043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -9110044.000000 Penalty: 5356.690918
	Iteration 61Q: 3 clusters Score -9110044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -9110049.000000 Penalty: 5356.690918
	Iteration 62Q: 3 clusters Score -9110049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -9110051.000000 Penalty: 5356.690918
	Iteration 63Q: 3 clusters Score -9110051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -9110052.000000 Penalty: 5356.690918
	Iteration 64Q: 3 clusters Score -9110052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -9110043.000000 Penalty: 5356.690918
	Iteration 65Q: 3 clusters Score -9110043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -9110033.000000 Penalty: 5356.690918
	Iteration 66Q: 3 clusters Score -9110033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -9110027.000000 Penalty: 5356.690918
	Iteration 67Q: 3 clusters Score -9110027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -9110043.000000 Penalty: 5356.690918
	Iteration 68Q: 3 clusters Score -9110043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -9110018.000000 Penalty: 5356.690918
	Iteration 69Q: 3 clusters Score -9110018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -9110018.000000 Penalty: 5356.690918
	Iteration 70Q: 3 clusters Score -9110018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -9110033.000000 Penalty: 5356.690918
	Iteration 71Q: 3 clusters Score -9110033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -9110034.000000 Penalty: 5356.690918
	Iteration 72Q: 3 clusters Score -9110034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -9110040.000000 Penalty: 5356.690918
	Iteration 73Q: 3 clusters Score -9110040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -9110024.000000 Penalty: 5356.690918
	Iteration 74Q: 3 clusters Score -9110024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -9110040.000000 Penalty: 5356.690918
	Iteration 75Q: 3 clusters Score -9110040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -9110033.000000 Penalty: 5356.690918
	Iteration 76Q: 3 clusters Score -9110033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -9110028.000000 Penalty: 5356.690918
	Iteration 77Q: 3 clusters Score -9110028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -9110019.000000 Penalty: 5356.690918
	Iteration 78Q: 3 clusters Score -9110019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -9110025.000000 Penalty: 5356.690918
	Iteration 79Q: 3 clusters Score -9110025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -9110015.000000 Penalty: 5356.690918
	Iteration 80F: 3 clusters Score -9110015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -9110019.000000 Penalty: 5356.690918
	Iteration 81Q: 3 clusters Score -9110019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -9110015.000000 Penalty: 5356.690918
	Iteration 82Q: 3 clusters Score -9110015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -9110021.000000 Penalty: 5356.690918
	Iteration 83Q: 3 clusters Score -9110021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -9110019.000000 Penalty: 5356.690918
	Iteration 84Q: 3 clusters Score -9110019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -9110024.000000 Penalty: 5356.690918
	Iteration 85Q: 3 clusters Score -9110024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -9110023.000000 Penalty: 5356.690918
	Iteration 86Q: 3 clusters Score -9110023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -9110029.000000 Penalty: 5356.690918
	Iteration 87Q: 3 clusters Score -9110029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -9110043.000000 Penalty: 5356.690918
	Iteration 88Q: 3 clusters Score -9110043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -9110045.000000 Penalty: 5356.690918
	Iteration 89Q: 3 clusters Score -9110045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -9110037.000000 Penalty: 5356.690918
	Iteration 90Q: 3 clusters Score -9110037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -9110036.000000 Penalty: 5356.690918
	Iteration 91Q: 3 clusters Score -9110036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -9110038.000000 Penalty: 5356.690918
	Iteration 92Q: 3 clusters Score -9110038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -9110044.000000 Penalty: 5356.690918
	Iteration 93Q: 3 clusters Score -9110044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -9110033.000000 Penalty: 5356.690918
	Iteration 94Q: 3 clusters Score -9110033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -9110027.000000 Penalty: 5356.690918
	Iteration 95Q: 3 clusters Score -9110027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -9110021.000000 Penalty: 5356.690918
	Iteration 96Q: 3 clusters Score -9110021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -9110032.000000 Penalty: 5356.690918
	Iteration 97Q: 3 clusters Score -9110032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -9110033.000000 Penalty: 5356.690918
	Iteration 98Q: 3 clusters Score -9110033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -9110033.000000 Penalty: 5356.690918
	Iteration 99F: 3 clusters Score -9110033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Entering Unmasked Estep 
Score: -3403379.750000 Penalty: 2431.049072
	Iteration 0F: 2 clusters Score -3403380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3390470.500000 Penalty: 4862.098145
	Iteration 0F: 3 clusters Score -3390470 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3394768.000000 Penalty: 4862.098145
	Iteration 1F: 3 clusters Score -3394768 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3395095.250000 Penalty: 4862.098145
	Iteration 2F: 3 clusters Score -3395095 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3395350.750000 Penalty: 4862.098145
	Iteration 3Q: 3 clusters Score -3395351 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3395563.500000 Penalty: 4862.098145
	Iteration 4Q: 3 clusters Score -3395564 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3395729.250000 Penalty: 4862.098145
	Iteration 5Q: 3 clusters Score -3395729 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3395894.500000 Penalty: 4862.098145
	Iteration 6Q: 3 clusters Score -3395894 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3396103.000000 Penalty: 4862.098145
	Iteration 7Q: 3 clusters Score -3396103 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3396358.500000 Penalty: 4862.098145
	Iteration 8Q: 3 clusters Score -3396358 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3396703.750000 Penalty: 4862.098145
	Iteration 9Q: 3 clusters Score -3396704 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3397196.750000 Penalty: 4862.098145
	Iteration 10Q: 3 clusters Score -3397197 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3397895.000000 Penalty: 4862.098145
	Iteration 11F: 3 clusters Score -3397895 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3398695.750000 Penalty: 4862.098145
	Iteration 12F: 3 clusters Score -3398696 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3399527.500000 Penalty: 4862.098145
	Iteration 13F: 3 clusters Score -3399528 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3400221.000000 Penalty: 4862.098145
	Iteration 14Q: 3 clusters Score -3400221 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3400636.250000 Penalty: 4862.098145
	Iteration 15Q: 3 clusters Score -3400636 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3400882.000000 Penalty: 4862.098145
	Iteration 16Q: 3 clusters Score -3400882 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3401009.750000 Penalty: 4862.098145
	Iteration 17Q: 3 clusters Score -3401010 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3401083.000000 Penalty: 4862.098145
	Iteration 18Q: 3 clusters Score -3401083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -3401131.500000 Penalty: 4862.098145
	Iteration 19Q: 3 clusters Score -3401132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3401180.250000 Penalty: 4862.098145
	Iteration 20F: 3 clusters Score -3401180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3401210.500000 Penalty: 4862.098145
	Iteration 21Q: 3 clusters Score -3401210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3401222.250000 Penalty: 4862.098145
	Iteration 22Q: 3 clusters Score -3401222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3401251.000000 Penalty: 4862.098145
	Iteration 23Q: 3 clusters Score -3401251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3401260.000000 Penalty: 4862.098145
	Iteration 24Q: 3 clusters Score -3401260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3401260.000000 Penalty: 4862.098145
	Iteration 25Q: 3 clusters Score -3401260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3401260.000000 Penalty: 4862.098145
	Iteration 26F: 3 clusters Score -3401260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (42412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Entering Unmasked Estep 
Score: -7884112.000000 Penalty: 2642.486328
	Iteration 0F: 2 clusters Score -7884112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -7855653.500000 Penalty: 5284.972656
	Iteration 0F: 3 clusters Score -7855654 nChanged 19328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -7866229.000000 Penalty: 5284.972656
	Iteration 1F: 3 clusters Score -7866229 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -7866629.500000 Penalty: 5284.972656
	Iteration 2Q: 3 clusters Score -7866630 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -7866999.000000 Penalty: 5284.972656
	Iteration 3Q: 3 clusters Score -7866999 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -7867367.000000 Penalty: 5284.972656
	Iteration 4Q: 3 clusters Score -7867367 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -7867658.500000 Penalty: 5284.972656
	Iteration 5Q: 3 clusters Score -7867658 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -7867962.500000 Penalty: 5284.972656
	Iteration 6Q: 3 clusters Score -7867962 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -7868292.000000 Penalty: 5284.972656
	Iteration 7Q: 3 clusters Score -7868292 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -7868695.000000 Penalty: 5284.972656
	Iteration 8Q: 3 clusters Score -7868695 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -7869208.000000 Penalty: 5284.972656
	Iteration 9Q: 3 clusters Score -7869208 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -7870055.500000 Penalty: 5284.972656
	Iteration 10Q: 3 clusters Score -7870056 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -7871358.000000 Penalty: 5284.972656
	Iteration 11F: 3 clusters Score -7871358 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -7873267.500000 Penalty: 5284.972656
	Iteration 12F: 3 clusters Score -7873268 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -7875731.000000 Penalty: 5284.972656
	Iteration 13F: 3 clusters Score -7875731 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -7878059.000000 Penalty: 5284.972656
	Iteration 14F: 3 clusters Score -7878059 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -7879846.000000 Penalty: 5284.972656
	Iteration 15Q: 3 clusters Score -7879846 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7880880.000000 Penalty: 5284.972656
	Iteration 16Q: 3 clusters Score -7880880 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7881326.000000 Penalty: 5284.972656
	Iteration 17Q: 3 clusters Score -7881326 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7881573.000000 Penalty: 5284.972656
	Iteration 18Q: 3 clusters Score -7881573 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7881674.500000 Penalty: 5284.972656
	Iteration 19Q: 3 clusters Score -7881674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7881724.000000 Penalty: 5284.972656
	Iteration 20F: 3 clusters Score -7881724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7881767.500000 Penalty: 5284.972656
	Iteration 21Q: 3 clusters Score -7881768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7881793.500000 Penalty: 5284.972656
	Iteration 22Q: 3 clusters Score -7881794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7881821.500000 Penalty: 5284.972656
	Iteration 23Q: 3 clusters Score -7881822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7881829.500000 Penalty: 5284.972656
	Iteration 24Q: 3 clusters Score -7881830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7881841.000000 Penalty: 5284.972656
	Iteration 25Q: 3 clusters Score -7881841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7881840.000000 Penalty: 5284.972656
	Iteration 26Q: 3 clusters Score -7881840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7881844.000000 Penalty: 5284.972656
	Iteration 27Q: 3 clusters Score -7881844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7881849.000000 Penalty: 5284.972656
	Iteration 28Q: 3 clusters Score -7881849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7881849.000000 Penalty: 5284.972656
	Iteration 29F: 3 clusters Score -7881849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Entering Unmasked Estep 
Score: -1822407.000000 Penalty: 2279.760742
	Iteration 0F: 2 clusters Score -1822407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1814867.375000 Penalty: 4559.521484
	Iteration 0F: 3 clusters Score -1814867 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1817060.625000 Penalty: 4559.521484
	Iteration 1F: 3 clusters Score -1817061 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1817498.250000 Penalty: 4559.521484
	Iteration 2F: 3 clusters Score -1817498 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1817900.750000 Penalty: 4559.521484
	Iteration 3F: 3 clusters Score -1817901 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1818288.000000 Penalty: 4559.521484
	Iteration 4F: 3 clusters Score -1818288 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1818723.750000 Penalty: 4559.521484
	Iteration 5F: 3 clusters Score -1818724 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1819149.000000 Penalty: 4559.521484
	Iteration 6F: 3 clusters Score -1819149 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1819549.000000 Penalty: 4559.521484
	Iteration 7F: 3 clusters Score -1819549 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1819996.125000 Penalty: 4559.521484
	Iteration 8F: 3 clusters Score -1819996 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1820425.000000 Penalty: 4559.521484
	Iteration 9Q: 3 clusters Score -1820425 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1820739.250000 Penalty: 4559.521484
	Iteration 10Q: 3 clusters Score -1820739 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1820919.375000 Penalty: 4559.521484
	Iteration 11Q: 3 clusters Score -1820919 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1821003.625000 Penalty: 4559.521484
	Iteration 12Q: 3 clusters Score -1821004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1821038.750000 Penalty: 4559.521484
	Iteration 13Q: 3 clusters Score -1821039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1821058.875000 Penalty: 4559.521484
	Iteration 14Q: 3 clusters Score -1821059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1821072.625000 Penalty: 4559.521484
	Iteration 15Q: 3 clusters Score -1821073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1821085.500000 Penalty: 4559.521484
	Iteration 16Q: 3 clusters Score -1821086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1821098.750000 Penalty: 4559.521484
	Iteration 17Q: 3 clusters Score -1821099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1821103.250000 Penalty: 4559.521484
	Iteration 18Q: 3 clusters Score -1821103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1821107.750000 Penalty: 4559.521484
	Iteration 19Q: 3 clusters Score -1821108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1821112.875000 Penalty: 4559.521484
	Iteration 20F: 3 clusters Score -1821113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1821117.875000 Penalty: 4559.521484
	Iteration 21Q: 3 clusters Score -1821118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1821118.250000 Penalty: 4559.521484
	Iteration 22Q: 3 clusters Score -1821118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1821121.125000 Penalty: 4559.521484
	Iteration 23Q: 3 clusters Score -1821121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1821121.875000 Penalty: 4559.521484
	Iteration 24Q: 3 clusters Score -1821122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1821125.500000 Penalty: 4559.521484
	Iteration 25Q: 3 clusters Score -1821126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1821128.375000 Penalty: 4559.521484
	Iteration 26Q: 3 clusters Score -1821128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1821128.875000 Penalty: 4559.521484
	Iteration 27Q: 3 clusters Score -1821129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1821127.250000 Penalty: 4559.521484
	Iteration 28Q: 3 clusters Score -1821127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1821127.125000 Penalty: 4559.521484
	Iteration 29Q: 3 clusters Score -1821127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1821129.125000 Penalty: 4559.521484
	Iteration 30Q: 3 clusters Score -1821129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1821130.625000 Penalty: 4559.521484
	Iteration 31Q: 3 clusters Score -1821131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1821131.500000 Penalty: 4559.521484
	Iteration 32Q: 3 clusters Score -1821132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1821132.000000 Penalty: 4559.521484
	Iteration 33Q: 3 clusters Score -1821132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1821130.250000 Penalty: 4559.521484
	Iteration 34Q: 3 clusters Score -1821130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1821132.875000 Penalty: 4559.521484
	Iteration 35Q: 3 clusters Score -1821133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1821135.000000 Penalty: 4559.521484
	Iteration 36Q: 3 clusters Score -1821135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1821133.375000 Penalty: 4559.521484
	Iteration 37Q: 3 clusters Score -1821133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1821133.250000 Penalty: 4559.521484
	Iteration 38Q: 3 clusters Score -1821133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1821133.250000 Penalty: 4559.521484
	Iteration 39F: 3 clusters Score -1821133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Entering Unmasked Estep 
Score: -9153645.000000 Penalty: 2677.341309
	Iteration 0F: 2 clusters Score -9153645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -9122000.000000 Penalty: 5354.682617
	Iteration 0F: 3 clusters Score -9122000 nChanged 22455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -9134360.000000 Penalty: 5354.682617
	Iteration 1F: 3 clusters Score -9134360 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -9134927.000000 Penalty: 5354.682617
	Iteration 2Q: 3 clusters Score -9134927 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -9135439.000000 Penalty: 5354.682617
	Iteration 3Q: 3 clusters Score -9135439 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -9135905.000000 Penalty: 5354.682617
	Iteration 4Q: 3 clusters Score -9135905 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -9136325.000000 Penalty: 5354.682617
	Iteration 5Q: 3 clusters Score -9136325 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -9136721.000000 Penalty: 5354.682617
	Iteration 6Q: 3 clusters Score -9136721 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -9137277.000000 Penalty: 5354.682617
	Iteration 7Q: 3 clusters Score -9137277 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -9137979.000000 Penalty: 5354.682617
	Iteration 8Q: 3 clusters Score -9137979 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -9138904.000000 Penalty: 5354.682617
	Iteration 9Q: 3 clusters Score -9138904 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -9140295.000000 Penalty: 5354.682617
	Iteration 10Q: 3 clusters Score -9140295 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -9141867.000000 Penalty: 5354.682617
	Iteration 11F: 3 clusters Score -9141867 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -9143423.000000 Penalty: 5354.682617
	Iteration 12F: 3 clusters Score -9143423 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -9144549.000000 Penalty: 5354.682617
	Iteration 13Q: 3 clusters Score -9144549 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -9145236.000000 Penalty: 5354.682617
	Iteration 14Q: 3 clusters Score -9145236 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -9145695.000000 Penalty: 5354.682617
	Iteration 15Q: 3 clusters Score -9145695 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -9146050.000000 Penalty: 5354.682617
	Iteration 16Q: 3 clusters Score -9146050 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -9146436.000000 Penalty: 5354.682617
	Iteration 17Q: 3 clusters Score -9146436 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -9146885.000000 Penalty: 5354.682617
	Iteration 18Q: 3 clusters Score -9146885 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -9147368.000000 Penalty: 5354.682617
	Iteration 19Q: 3 clusters Score -9147368 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -9147758.000000 Penalty: 5354.682617
	Iteration 20F: 3 clusters Score -9147758 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -9148212.000000 Penalty: 5354.682617
	Iteration 21Q: 3 clusters Score -9148212 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -9148598.000000 Penalty: 5354.682617
	Iteration 22Q: 3 clusters Score -9148598 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -9148982.000000 Penalty: 5354.682617
	Iteration 23Q: 3 clusters Score -9148982 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -9149254.000000 Penalty: 5354.682617
	Iteration 24Q: 3 clusters Score -9149254 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -9149483.000000 Penalty: 5354.682617
	Iteration 25Q: 3 clusters Score -9149483 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -9149720.000000 Penalty: 5354.682617
	Iteration 26Q: 3 clusters Score -9149720 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -9149926.000000 Penalty: 5354.682617
	Iteration 27Q: 3 clusters Score -9149926 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -9150093.000000 Penalty: 5354.682617
	Iteration 28Q: 3 clusters Score -9150093 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -9150178.000000 Penalty: 5354.682617
	Iteration 29Q: 3 clusters Score -9150178 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -9150271.000000 Penalty: 5354.682617
	Iteration 30Q: 3 clusters Score -9150271 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -9150315.000000 Penalty: 5354.682617
	Iteration 31Q: 3 clusters Score -9150315 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -9150382.000000 Penalty: 5354.682617
	Iteration 32Q: 3 clusters Score -9150382 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -9150466.000000 Penalty: 5354.682617
	Iteration 33Q: 3 clusters Score -9150466 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -9150562.000000 Penalty: 5354.682617
	Iteration 34Q: 3 clusters Score -9150562 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -9150600.000000 Penalty: 5354.682617
	Iteration 35Q: 3 clusters Score -9150600 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -9150639.000000 Penalty: 5354.682617
	Iteration 36Q: 3 clusters Score -9150639 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -9150674.000000 Penalty: 5354.682617
	Iteration 37Q: 3 clusters Score -9150674 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -9150702.000000 Penalty: 5354.682617
	Iteration 38Q: 3 clusters Score -9150702 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -9150698.000000 Penalty: 5354.682617
	Iteration 39Q: 3 clusters Score -9150698 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -9150719.000000 Penalty: 5354.682617
	Iteration 40F: 3 clusters Score -9150719 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -9150746.000000 Penalty: 5354.682617
	Iteration 41Q: 3 clusters Score -9150746 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -9150754.000000 Penalty: 5354.682617
	Iteration 42Q: 3 clusters Score -9150754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -9150763.000000 Penalty: 5354.682617
	Iteration 43Q: 3 clusters Score -9150763 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -9150749.000000 Penalty: 5354.682617
	Iteration 44Q: 3 clusters Score -9150749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -9150757.000000 Penalty: 5354.682617
	Iteration 45Q: 3 clusters Score -9150757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -9150766.000000 Penalty: 5354.682617
	Iteration 46Q: 3 clusters Score -9150766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -9150766.000000 Penalty: 5354.682617
	Iteration 47Q: 3 clusters Score -9150766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -9150763.000000 Penalty: 5354.682617
	Iteration 48Q: 3 clusters Score -9150763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -9150761.000000 Penalty: 5354.682617
	Iteration 49Q: 3 clusters Score -9150761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -9150756.000000 Penalty: 5354.682617
	Iteration 50Q: 3 clusters Score -9150756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -9150752.000000 Penalty: 5354.682617
	Iteration 51Q: 3 clusters Score -9150752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -9150776.000000 Penalty: 5354.682617
	Iteration 52Q: 3 clusters Score -9150776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -9150775.000000 Penalty: 5354.682617
	Iteration 53Q: 3 clusters Score -9150775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -9150767.000000 Penalty: 5354.682617
	Iteration 54Q: 3 clusters Score -9150767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -9150780.000000 Penalty: 5354.682617
	Iteration 55Q: 3 clusters Score -9150780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -9150777.000000 Penalty: 5354.682617
	Iteration 56Q: 3 clusters Score -9150777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -9150786.000000 Penalty: 5354.682617
	Iteration 57Q: 3 clusters Score -9150786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -9150788.000000 Penalty: 5354.682617
	Iteration 58Q: 3 clusters Score -9150788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -9150797.000000 Penalty: 5354.682617
	Iteration 59Q: 3 clusters Score -9150797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -9150806.000000 Penalty: 5354.682617
	Iteration 60F: 3 clusters Score -9150806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -9150799.000000 Penalty: 5354.682617
	Iteration 61Q: 3 clusters Score -9150799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -9150797.000000 Penalty: 5354.682617
	Iteration 62Q: 3 clusters Score -9150797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -9150813.000000 Penalty: 5354.682617
	Iteration 63Q: 3 clusters Score -9150813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -9150808.000000 Penalty: 5354.682617
	Iteration 64Q: 3 clusters Score -9150808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -9150810.000000 Penalty: 5354.682617
	Iteration 65Q: 3 clusters Score -9150810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -9150811.000000 Penalty: 5354.682617
	Iteration 66Q: 3 clusters Score -9150811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -9150810.000000 Penalty: 5354.682617
	Iteration 67Q: 3 clusters Score -9150810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -9150806.000000 Penalty: 5354.682617
	Iteration 68Q: 3 clusters Score -9150806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -9150809.000000 Penalty: 5354.682617
	Iteration 69Q: 3 clusters Score -9150809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -9150812.000000 Penalty: 5354.682617
	Iteration 70Q: 3 clusters Score -9150812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -9150819.000000 Penalty: 5354.682617
	Iteration 71Q: 3 clusters Score -9150819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -9150820.000000 Penalty: 5354.682617
	Iteration 72Q: 3 clusters Score -9150820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -9150820.000000 Penalty: 5354.682617
	Iteration 73Q: 3 clusters Score -9150820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -9150814.000000 Penalty: 5354.682617
	Iteration 74Q: 3 clusters Score -9150814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -9150823.000000 Penalty: 5354.682617
	Iteration 75Q: 3 clusters Score -9150823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -9150822.000000 Penalty: 5354.682617
	Iteration 76Q: 3 clusters Score -9150822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -9150815.000000 Penalty: 5354.682617
	Iteration 77Q: 3 clusters Score -9150815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -9150814.000000 Penalty: 5354.682617
	Iteration 78Q: 3 clusters Score -9150814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -9150814.000000 Penalty: 5354.682617
	Iteration 79Q: 3 clusters Score -9150814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -9150821.000000 Penalty: 5354.682617
	Iteration 80F: 3 clusters Score -9150821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -9150825.000000 Penalty: 5354.682617
	Iteration 81Q: 3 clusters Score -9150825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -9150825.000000 Penalty: 5354.682617
	Iteration 82F: 3 clusters Score -9150825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49386 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12317 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54222 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 43461 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51923 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21799 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50193 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51206 members 
Mstep: Class 21 contains 5014 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48667 members 
Mstep: Class 24 contains 49010 members 
Mstep: Class 25 contains 18081 members 
Mstep: Class 26 contains 42412 members 
Mstep: Class 27 contains 9824 members 
Mstep: Class 28 contains 48812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182632.000000 Penalty: 92417.976562
Iteration 239Q: 29 clusters Score -1.101826e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49354 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12312 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54220 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5770 members 
Mstep: Class 10 contains 5500 members 
Mstep: Class 11 contains 43447 members 
Mstep: Class 12 contains 27367 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51942 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21780 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50194 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51214 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48650 members 
Mstep: Class 24 contains 49029 members 
Mstep: Class 25 contains 18151 members 
Mstep: Class 26 contains 42373 members 
Mstep: Class 27 contains 9821 members 
Mstep: Class 28 contains 48853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182672.000000 Penalty: 92417.976562
Iteration 240F: 29 clusters Score -1.101827e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49322 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12301 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54220 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 5491 members 
Mstep: Class 11 contains 43435 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51958 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50188 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51194 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48656 members 
Mstep: Class 24 contains 49053 members 
Mstep: Class 25 contains 18218 members 
Mstep: Class 26 contains 42350 members 
Mstep: Class 27 contains 9812 members 
Mstep: Class 28 contains 48900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182616.000000 Penalty: 92417.976562
Iteration 241Q: 29 clusters Score -1.101826e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49317 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12296 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54234 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 5482 members 
Mstep: Class 11 contains 43414 members 
Mstep: Class 12 contains 27367 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51958 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21735 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50176 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51215 members 
Mstep: Class 21 contains 5017 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48647 members 
Mstep: Class 24 contains 49067 members 
Mstep: Class 25 contains 18286 members 
Mstep: Class 26 contains 42315 members 
Mstep: Class 27 contains 9811 members 
Mstep: Class 28 contains 48910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182544.000000 Penalty: 92417.976562
Iteration 242Q: 29 clusters Score -1.101825e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49291 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12288 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54243 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 10 contains 5472 members 
Mstep: Class 11 contains 43400 members 
Mstep: Class 12 contains 27366 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51933 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21721 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50157 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51237 members 
Mstep: Class 21 contains 5017 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 18378 members 
Mstep: Class 26 contains 42291 members 
Mstep: Class 27 contains 9816 members 
Mstep: Class 28 contains 48941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182824.000000 Penalty: 92417.976562
Iteration 243Q: 29 clusters Score -1.101828e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49244 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12282 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54249 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 5458 members 
Mstep: Class 11 contains 43399 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51905 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21713 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50141 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51259 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48615 members 
Mstep: Class 24 contains 49108 members 
Mstep: Class 25 contains 18470 members 
Mstep: Class 26 contains 42255 members 
Mstep: Class 27 contains 9826 members 
Mstep: Class 28 contains 48967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182896.000000 Penalty: 92417.976562
Iteration 244Q: 29 clusters Score -1.101829e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49207 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12281 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54225 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5698 members 
Mstep: Class 10 contains 5448 members 
Mstep: Class 11 contains 43398 members 
Mstep: Class 12 contains 27371 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51905 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21691 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50131 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51243 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48608 members 
Mstep: Class 24 contains 49113 members 
Mstep: Class 25 contains 18579 members 
Mstep: Class 26 contains 42235 members 
Mstep: Class 27 contains 9832 members 
Mstep: Class 28 contains 49012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182984.000000 Penalty: 92417.976562
Iteration 245Q: 29 clusters Score -1.10183e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49138 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54219 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 5441 members 
Mstep: Class 11 contains 43403 members 
Mstep: Class 12 contains 27372 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51925 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21679 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50119 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51233 members 
Mstep: Class 21 contains 5014 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 49107 members 
Mstep: Class 25 contains 18675 members 
Mstep: Class 26 contains 42200 members 
Mstep: Class 27 contains 9842 members 
Mstep: Class 28 contains 49090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182968.000000 Penalty: 92417.976562
Iteration 246Q: 29 clusters Score -1.10183e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49082 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54209 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5681 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 43389 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51945 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21662 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50118 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51243 members 
Mstep: Class 21 contains 5013 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48525 members 
Mstep: Class 24 contains 49103 members 
Mstep: Class 25 contains 18754 members 
Mstep: Class 26 contains 42157 members 
Mstep: Class 27 contains 9855 members 
Mstep: Class 28 contains 49182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183032.000000 Penalty: 92417.976562
Iteration 247Q: 29 clusters Score -1.10183e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49034 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12270 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54211 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 5425 members 
Mstep: Class 11 contains 43376 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51966 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21647 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50117 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51258 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48490 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 18829 members 
Mstep: Class 26 contains 42121 members 
Mstep: Class 27 contains 9868 members 
Mstep: Class 28 contains 49242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182968.000000 Penalty: 92417.976562
Iteration 248Q: 29 clusters Score -1.10183e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48984 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54210 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 5418 members 
Mstep: Class 11 contains 43367 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52000 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50114 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51264 members 
Mstep: Class 21 contains 5011 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48472 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 18914 members 
Mstep: Class 26 contains 42081 members 
Mstep: Class 27 contains 9878 members 
Mstep: Class 28 contains 49289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182760.000000 Penalty: 92417.976562
Iteration 249Q: 29 clusters Score -1.101828e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48916 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54208 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5638 members 
Mstep: Class 10 contains 5407 members 
Mstep: Class 11 contains 43352 members 
Mstep: Class 12 contains 27363 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52016 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21626 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50108 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51274 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48469 members 
Mstep: Class 24 contains 49097 members 
Mstep: Class 25 contains 18983 members 
Mstep: Class 26 contains 42034 members 
Mstep: Class 27 contains 9897 members 
Mstep: Class 28 contains 49343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182664.000000 Penalty: 92417.976562
Iteration 250Q: 29 clusters Score -1.101827e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48840 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12246 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54226 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5624 members 
Mstep: Class 10 contains 5392 members 
Mstep: Class 11 contains 43337 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52010 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21614 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50104 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51268 members 
Mstep: Class 21 contains 5013 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48474 members 
Mstep: Class 24 contains 49126 members 
Mstep: Class 25 contains 19063 members 
Mstep: Class 26 contains 41981 members 
Mstep: Class 27 contains 9907 members 
Mstep: Class 28 contains 49405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182632.000000 Penalty: 92417.976562
Iteration 251Q: 29 clusters Score -1.101826e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48761 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12244 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54256 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5616 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 43335 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52007 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21601 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50111 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51254 members 
Mstep: Class 21 contains 5014 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48448 members 
Mstep: Class 24 contains 49146 members 
Mstep: Class 25 contains 19164 members 
Mstep: Class 26 contains 41934 members 
Mstep: Class 27 contains 9915 members 
Mstep: Class 28 contains 49436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182904.000000 Penalty: 92417.976562
Iteration 252Q: 29 clusters Score -1.101829e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48683 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12237 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54289 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5600 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 43336 members 
Mstep: Class 12 contains 27366 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52018 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21598 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50109 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51240 members 
Mstep: Class 21 contains 5011 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48421 members 
Mstep: Class 24 contains 49175 members 
Mstep: Class 25 contains 19250 members 
Mstep: Class 26 contains 41882 members 
Mstep: Class 27 contains 9930 members 
Mstep: Class 28 contains 49464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183000.000000 Penalty: 92417.976562
Iteration 253Q: 29 clusters Score -1.10183e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48632 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12228 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54314 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 5378 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52044 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21579 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50110 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51210 members 
Mstep: Class 21 contains 5010 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48406 members 
Mstep: Class 24 contains 49190 members 
Mstep: Class 25 contains 19332 members 
Mstep: Class 26 contains 41835 members 
Mstep: Class 27 contains 9956 members 
Mstep: Class 28 contains 49487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183032.000000 Penalty: 92417.976562
Iteration 254Q: 29 clusters Score -1.10183e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48601 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54315 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5565 members 
Mstep: Class 10 contains 5370 members 
Mstep: Class 11 contains 43317 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52072 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21567 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50103 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51171 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48396 members 
Mstep: Class 24 contains 49203 members 
Mstep: Class 25 contains 19384 members 
Mstep: Class 26 contains 41803 members 
Mstep: Class 27 contains 9976 members 
Mstep: Class 28 contains 49552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183192.000000 Penalty: 92417.976562
Iteration 255Q: 29 clusters Score -1.101832e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48587 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54320 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 5363 members 
Mstep: Class 11 contains 43301 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52111 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21564 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50093 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51124 members 
Mstep: Class 21 contains 5010 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48389 members 
Mstep: Class 24 contains 49202 members 
Mstep: Class 25 contains 19446 members 
Mstep: Class 26 contains 41773 members 
Mstep: Class 27 contains 9983 members 
Mstep: Class 28 contains 49595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183544.000000 Penalty: 92417.976562
Iteration 256Q: 29 clusters Score -1.101835e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48565 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12223 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54330 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5532 members 
Mstep: Class 10 contains 5355 members 
Mstep: Class 11 contains 43280 members 
Mstep: Class 12 contains 27355 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52136 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21552 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50088 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51084 members 
Mstep: Class 21 contains 5013 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48389 members 
Mstep: Class 24 contains 49216 members 
Mstep: Class 25 contains 19508 members 
Mstep: Class 26 contains 41753 members 
Mstep: Class 27 contains 9985 members 
Mstep: Class 28 contains 49629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183632.000000 Penalty: 92417.976562
Iteration 257Q: 29 clusters Score -1.101836e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48545 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12214 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54358 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 5343 members 
Mstep: Class 11 contains 43259 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52156 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21547 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50072 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51049 members 
Mstep: Class 21 contains 5016 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48375 members 
Mstep: Class 24 contains 49240 members 
Mstep: Class 25 contains 19562 members 
Mstep: Class 26 contains 41733 members 
Mstep: Class 27 contains 9988 members 
Mstep: Class 28 contains 49665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183832.000000 Penalty: 92417.976562
Iteration 258Q: 29 clusters Score -1.101838e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48528 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54383 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 43237 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52166 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21542 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50068 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50985 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48355 members 
Mstep: Class 24 contains 49258 members 
Mstep: Class 25 contains 19610 members 
Mstep: Class 26 contains 41722 members 
Mstep: Class 27 contains 9991 members 
Mstep: Class 28 contains 49743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183832.000000 Penalty: 92417.976562
Iteration 259Q: 29 clusters Score -1.101838e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48497 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12218 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54403 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 43226 members 
Mstep: Class 12 contains 27367 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52176 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21536 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50046 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50971 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48342 members 
Mstep: Class 24 contains 49263 members 
Mstep: Class 25 contains 19657 members 
Mstep: Class 26 contains 41720 members 
Mstep: Class 27 contains 9995 members 
Mstep: Class 28 contains 49778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183912.000000 Penalty: 92417.976562
Iteration 260F: 29 clusters Score -1.101839e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48467 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54418 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 5302 members 
Mstep: Class 11 contains 43215 members 
Mstep: Class 12 contains 27370 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52189 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21530 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50015 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50983 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48328 members 
Mstep: Class 24 contains 49265 members 
Mstep: Class 25 contains 19715 members 
Mstep: Class 26 contains 41711 members 
Mstep: Class 27 contains 9996 members 
Mstep: Class 28 contains 49820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183840.000000 Penalty: 92417.976562
Iteration 261Q: 29 clusters Score -1.101838e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48465 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12216 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54430 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 5280 members 
Mstep: Class 11 contains 43198 members 
Mstep: Class 12 contains 27372 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52204 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21525 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49996 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50983 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48309 members 
Mstep: Class 24 contains 49253 members 
Mstep: Class 25 contains 19789 members 
Mstep: Class 26 contains 41695 members 
Mstep: Class 27 contains 10001 members 
Mstep: Class 28 contains 49855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183856.000000 Penalty: 92417.976562
Iteration 262Q: 29 clusters Score -1.101839e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48459 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12211 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54444 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 5273 members 
Mstep: Class 11 contains 43158 members 
Mstep: Class 12 contains 27369 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52204 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21513 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49985 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51022 members 
Mstep: Class 21 contains 5016 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48272 members 
Mstep: Class 24 contains 49255 members 
Mstep: Class 25 contains 19858 members 
Mstep: Class 26 contains 41684 members 
Mstep: Class 27 contains 10003 members 
Mstep: Class 28 contains 49884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183728.000000 Penalty: 92417.976562
Iteration 263Q: 29 clusters Score -1.101837e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48444 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12211 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54459 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 10 contains 5264 members 
Mstep: Class 11 contains 43131 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52196 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21496 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50004 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51040 members 
Mstep: Class 21 contains 5016 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48260 members 
Mstep: Class 24 contains 49252 members 
Mstep: Class 25 contains 19922 members 
Mstep: Class 26 contains 41682 members 
Mstep: Class 27 contains 10008 members 
Mstep: Class 28 contains 49891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183616.000000 Penalty: 92417.976562
Iteration 264Q: 29 clusters Score -1.101836e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48447 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54472 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 5251 members 
Mstep: Class 11 contains 43117 members 
Mstep: Class 12 contains 27351 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52197 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21478 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49998 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51015 members 
Mstep: Class 21 contains 5017 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48241 members 
Mstep: Class 24 contains 49259 members 
Mstep: Class 25 contains 19997 members 
Mstep: Class 26 contains 41683 members 
Mstep: Class 27 contains 10012 members 
Mstep: Class 28 contains 49921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183728.000000 Penalty: 92417.976562
Iteration 265Q: 29 clusters Score -1.101837e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48447 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54475 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5304 members 
Mstep: Class 10 contains 5242 members 
Mstep: Class 11 contains 43099 members 
Mstep: Class 12 contains 27349 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52192 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21465 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50001 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50988 members 
Mstep: Class 21 contains 5018 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48226 members 
Mstep: Class 24 contains 49271 members 
Mstep: Class 25 contains 20069 members 
Mstep: Class 26 contains 41692 members 
Mstep: Class 27 contains 10014 members 
Mstep: Class 28 contains 49924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183744.000000 Penalty: 92417.976562
Iteration 266Q: 29 clusters Score -1.101837e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48441 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12214 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54484 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 5236 members 
Mstep: Class 11 contains 43066 members 
Mstep: Class 12 contains 27339 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52175 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21460 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49997 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50942 members 
Mstep: Class 21 contains 5019 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48220 members 
Mstep: Class 24 contains 49289 members 
Mstep: Class 25 contains 20140 members 
Mstep: Class 26 contains 41698 members 
Mstep: Class 27 contains 10018 members 
Mstep: Class 28 contains 49965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183736.000000 Penalty: 92417.976562
Iteration 267Q: 29 clusters Score -1.101837e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48429 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12216 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54501 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5276 members 
Mstep: Class 10 contains 5225 members 
Mstep: Class 11 contains 43055 members 
Mstep: Class 12 contains 27341 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52160 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21443 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49988 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50891 members 
Mstep: Class 21 contains 5019 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48204 members 
Mstep: Class 24 contains 49321 members 
Mstep: Class 25 contains 20211 members 
Mstep: Class 26 contains 41705 members 
Mstep: Class 27 contains 10024 members 
Mstep: Class 28 contains 49984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183576.000000 Penalty: 92417.976562
Iteration 268Q: 29 clusters Score -1.101836e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48427 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12216 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54544 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5265 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 43043 members 
Mstep: Class 12 contains 27335 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52159 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21426 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49978 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50851 members 
Mstep: Class 21 contains 5017 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48175 members 
Mstep: Class 24 contains 49362 members 
Mstep: Class 25 contains 20254 members 
Mstep: Class 26 contains 41707 members 
Mstep: Class 27 contains 10028 members 
Mstep: Class 28 contains 49985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183624.000000 Penalty: 92417.976562
Iteration 269Q: 29 clusters Score -1.101836e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48438 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54581 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5248 members 
Mstep: Class 10 contains 5215 members 
Mstep: Class 11 contains 43025 members 
Mstep: Class 12 contains 27335 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52173 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21417 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49974 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50795 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48149 members 
Mstep: Class 24 contains 49373 members 
Mstep: Class 25 contains 20279 members 
Mstep: Class 26 contains 41740 members 
Mstep: Class 27 contains 10033 members 
Mstep: Class 28 contains 49985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183632.000000 Penalty: 92417.976562
Iteration 270Q: 29 clusters Score -1.101836e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48435 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12220 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54617 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 10 contains 5212 members 
Mstep: Class 11 contains 43001 members 
Mstep: Class 12 contains 27327 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52154 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21411 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49975 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50771 members 
Mstep: Class 21 contains 5011 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48123 members 
Mstep: Class 24 contains 49402 members 
Mstep: Class 25 contains 20313 members 
Mstep: Class 26 contains 41763 members 
Mstep: Class 27 contains 10035 members 
Mstep: Class 28 contains 49989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183600.000000 Penalty: 92417.976562
Iteration 271Q: 29 clusters Score -1.101836e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48432 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12220 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54628 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5218 members 
Mstep: Class 10 contains 5204 members 
Mstep: Class 11 contains 42980 members 
Mstep: Class 12 contains 27322 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52137 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 21411 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49964 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50788 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48094 members 
Mstep: Class 24 contains 49418 members 
Mstep: Class 25 contains 20356 members 
Mstep: Class 26 contains 41764 members 
Mstep: Class 27 contains 10046 members 
Mstep: Class 28 contains 50002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183552.000000 Penalty: 92417.976562
Iteration 272Q: 29 clusters Score -1.101836e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48425 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12214 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54660 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5208 members 
Mstep: Class 10 contains 5191 members 
Mstep: Class 11 contains 42973 members 
Mstep: Class 12 contains 27315 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52100 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21411 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49958 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50788 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48064 members 
Mstep: Class 24 contains 49437 members 
Mstep: Class 25 contains 20406 members 
Mstep: Class 26 contains 41769 members 
Mstep: Class 27 contains 10049 members 
Mstep: Class 28 contains 50016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183624.000000 Penalty: 92417.976562
Iteration 273Q: 29 clusters Score -1.101836e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48425 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54682 members 
Mstep: Class 7 contains 2217 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5190 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 11 contains 42968 members 
Mstep: Class 12 contains 27315 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52092 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21400 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49945 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50799 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48050 members 
Mstep: Class 24 contains 49445 members 
Mstep: Class 25 contains 20457 members 
Mstep: Class 26 contains 41788 members 
Mstep: Class 27 contains 10058 members 
Mstep: Class 28 contains 49986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183304.000000 Penalty: 92417.976562
Iteration 274Q: 29 clusters Score -1.101833e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48426 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54697 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5166 members 
Mstep: Class 10 contains 5177 members 
Mstep: Class 11 contains 42954 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52079 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21399 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49934 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50800 members 
Mstep: Class 21 contains 5000 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48036 members 
Mstep: Class 24 contains 49461 members 
Mstep: Class 25 contains 20509 members 
Mstep: Class 26 contains 41799 members 
Mstep: Class 27 contains 10065 members 
Mstep: Class 28 contains 49978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183528.000000 Penalty: 92417.976562
Iteration 275Q: 29 clusters Score -1.101835e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48434 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12194 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54726 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 42933 members 
Mstep: Class 12 contains 27306 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52054 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21389 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49934 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50827 members 
Mstep: Class 21 contains 4996 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47999 members 
Mstep: Class 24 contains 49508 members 
Mstep: Class 25 contains 20563 members 
Mstep: Class 26 contains 41802 members 
Mstep: Class 27 contains 10063 members 
Mstep: Class 28 contains 49946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183584.000000 Penalty: 92417.976562
Iteration 276Q: 29 clusters Score -1.101836e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48440 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54750 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 42903 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52045 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21375 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49939 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50842 members 
Mstep: Class 21 contains 4996 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47972 members 
Mstep: Class 24 contains 49562 members 
Mstep: Class 25 contains 20596 members 
Mstep: Class 26 contains 41825 members 
Mstep: Class 27 contains 10057 members 
Mstep: Class 28 contains 49910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183872.000000 Penalty: 92417.976562
Iteration 277Q: 29 clusters Score -1.101839e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48450 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54779 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5101 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 42871 members 
Mstep: Class 12 contains 27306 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52045 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21360 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49937 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50856 members 
Mstep: Class 21 contains 4996 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47951 members 
Mstep: Class 24 contains 49621 members 
Mstep: Class 25 contains 20619 members 
Mstep: Class 26 contains 41835 members 
Mstep: Class 27 contains 10060 members 
Mstep: Class 28 contains 49870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183752.000000 Penalty: 92417.976562
Iteration 278Q: 29 clusters Score -1.101838e+08 nChanged 742
Entering ConstructFrom: 
Score: -110183752.000000 Penalty: 92417.976562
Entering ConstructFrom: 
Trying to split cluster 1 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -105308.718750 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -105308.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -103740.265625 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -103740.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -104042.085938 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -104042.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -104196.445312 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -104196.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104282.023438 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -104282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -104376.234375 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -104376.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -104429.351562 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -104429.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -104453.617188 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -104453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -104463.867188 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -104463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -104469.046875 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -104469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -104489.164062 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -104489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -104495.156250 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -104495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -104498.367188 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -104498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -104500.937500 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -104500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -104504.109375 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -104504.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -104504.671875 Penalty: 3181.075684
	Iteration 14F: 3 clusters Score -104504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -104519.601562 Penalty: 3181.075684
	Iteration 15Q: 3 clusters Score -104519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -104524.507812 Penalty: 3181.075684
	Iteration 16Q: 3 clusters Score -104524.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -104527.210938 Penalty: 3181.075684
	Iteration 17Q: 3 clusters Score -104527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -104527.210938 Penalty: 3181.075684
	Iteration 18F: 3 clusters Score -104527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Entering Unmasked Estep 
Score: -9068518.000000 Penalty: 2675.577393
	Iteration 0F: 2 clusters Score -9068518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -9037478.000000 Penalty: 5351.154785
	Iteration 0F: 3 clusters Score -9037478 nChanged 22301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -9049916.000000 Penalty: 5351.154785
	Iteration 1F: 3 clusters Score -9049916 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -9050483.000000 Penalty: 5351.154785
	Iteration 2Q: 3 clusters Score -9050483 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -9051047.000000 Penalty: 5351.154785
	Iteration 3Q: 3 clusters Score -9051047 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -9051678.000000 Penalty: 5351.154785
	Iteration 4Q: 3 clusters Score -9051678 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -9052406.000000 Penalty: 5351.154785
	Iteration 5Q: 3 clusters Score -9052406 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -9053547.000000 Penalty: 5351.154785
	Iteration 6Q: 3 clusters Score -9053547 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -9055391.000000 Penalty: 5351.154785
	Iteration 7F: 3 clusters Score -9055391 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -9058098.000000 Penalty: 5351.154785
	Iteration 8F: 3 clusters Score -9058098 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -9060796.000000 Penalty: 5351.154785
	Iteration 9F: 3 clusters Score -9060796 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -9062222.000000 Penalty: 5351.154785
	Iteration 10F: 3 clusters Score -9062222 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -9062877.000000 Penalty: 5351.154785
	Iteration 11Q: 3 clusters Score -9062877 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -9063343.000000 Penalty: 5351.154785
	Iteration 12Q: 3 clusters Score -9063343 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -9063745.000000 Penalty: 5351.154785
	Iteration 13Q: 3 clusters Score -9063745 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -9064070.000000 Penalty: 5351.154785
	Iteration 14Q: 3 clusters Score -9064070 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -9064362.000000 Penalty: 5351.154785
	Iteration 15Q: 3 clusters Score -9064362 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -9064562.000000 Penalty: 5351.154785
	Iteration 16Q: 3 clusters Score -9064562 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -9064741.000000 Penalty: 5351.154785
	Iteration 17Q: 3 clusters Score -9064741 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -9064873.000000 Penalty: 5351.154785
	Iteration 18Q: 3 clusters Score -9064873 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -9064924.000000 Penalty: 5351.154785
	Iteration 19Q: 3 clusters Score -9064924 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -9064983.000000 Penalty: 5351.154785
	Iteration 20F: 3 clusters Score -9064983 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -9065029.000000 Penalty: 5351.154785
	Iteration 21Q: 3 clusters Score -9065029 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -9065079.000000 Penalty: 5351.154785
	Iteration 22Q: 3 clusters Score -9065079 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -9065112.000000 Penalty: 5351.154785
	Iteration 23Q: 3 clusters Score -9065112 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -9065095.000000 Penalty: 5351.154785
	Iteration 24Q: 3 clusters Score -9065095 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -9065106.000000 Penalty: 5351.154785
	Iteration 25Q: 3 clusters Score -9065106 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -9065109.000000 Penalty: 5351.154785
	Iteration 26Q: 3 clusters Score -9065109 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -9065120.000000 Penalty: 5351.154785
	Iteration 27Q: 3 clusters Score -9065120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -9065126.000000 Penalty: 5351.154785
	Iteration 28Q: 3 clusters Score -9065126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -9065177.000000 Penalty: 5351.154785
	Iteration 29Q: 3 clusters Score -9065177 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -9065203.000000 Penalty: 5351.154785
	Iteration 30Q: 3 clusters Score -9065203 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -9065232.000000 Penalty: 5351.154785
	Iteration 31Q: 3 clusters Score -9065232 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -9065260.000000 Penalty: 5351.154785
	Iteration 32Q: 3 clusters Score -9065260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -9065282.000000 Penalty: 5351.154785
	Iteration 33Q: 3 clusters Score -9065282 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -9065304.000000 Penalty: 5351.154785
	Iteration 34Q: 3 clusters Score -9065304 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -9065334.000000 Penalty: 5351.154785
	Iteration 35Q: 3 clusters Score -9065334 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -9065353.000000 Penalty: 5351.154785
	Iteration 36Q: 3 clusters Score -9065353 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -9065416.000000 Penalty: 5351.154785
	Iteration 37Q: 3 clusters Score -9065416 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -9065426.000000 Penalty: 5351.154785
	Iteration 38Q: 3 clusters Score -9065426 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -9065442.000000 Penalty: 5351.154785
	Iteration 39Q: 3 clusters Score -9065442 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -9065454.000000 Penalty: 5351.154785
	Iteration 40F: 3 clusters Score -9065454 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -9065466.000000 Penalty: 5351.154785
	Iteration 41Q: 3 clusters Score -9065466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -9065494.000000 Penalty: 5351.154785
	Iteration 42Q: 3 clusters Score -9065494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -9065489.000000 Penalty: 5351.154785
	Iteration 43Q: 3 clusters Score -9065489 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -9065496.000000 Penalty: 5351.154785
	Iteration 44Q: 3 clusters Score -9065496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -9065510.000000 Penalty: 5351.154785
	Iteration 45Q: 3 clusters Score -9065510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -9065526.000000 Penalty: 5351.154785
	Iteration 46Q: 3 clusters Score -9065526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -9065529.000000 Penalty: 5351.154785
	Iteration 47Q: 3 clusters Score -9065529 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -9065525.000000 Penalty: 5351.154785
	Iteration 48Q: 3 clusters Score -9065525 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33620 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9065546 nChanged 66
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Mstep: Class 1 contains 33686 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9065560 nChanged 84
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Mstep: Class 1 contains 33770 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9065568 nChanged 67
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Mstep: Class 1 contains 33837 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9065561 nChanged 72
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Mstep: Class 1 contains 33909 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9065571 nChanged 81
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Mstep: Class 1 contains 33990 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9065583 nChanged 84
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Mstep: Class 1 contains 34074 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9065601 nChanged 91
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Mstep: Class 1 contains 34165 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9065620 nChanged 105
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Mstep: Class 1 contains 34270 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9065616 nChanged 93
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Mstep: Class 1 contains 34363 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34462 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9065626 nChanged 86
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Mstep: Class 1 contains 34548 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9065634 nChanged 76
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Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9065640 nChanged 76
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Mstep: Class 1 contains 34698 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9065622 nChanged 108
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Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9065647 nChanged 93
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Mstep: Class 1 contains 34899 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9065692 nChanged 90
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Mstep: Class 1 contains 34987 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9065696 nChanged 84
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Mstep: Class 1 contains 35069 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9065671 nChanged 63
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Mstep: Class 1 contains 35130 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9065681 nChanged 50
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Mstep: Class 1 contains 35178 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35221 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9065668 nChanged 48
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Mstep: Class 1 contains 35269 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9065681 nChanged 54
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Mstep: Class 1 contains 35323 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9065700 nChanged 55
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9065711 nChanged 54
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9065699 nChanged 43
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Mstep: Class 1 contains 35475 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9065712 nChanged 34
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35559 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9065728 nChanged 58
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Mstep: Class 1 contains 35615 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9065719 nChanged 48
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Mstep: Class 1 contains 35663 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9065725 nChanged 62
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Mstep: Class 1 contains 35725 members 
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	Iteration 83Q: 3 clusters Score -9065765 nChanged 61
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36111 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9065916 nChanged 58
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	Iteration 109Q: 3 clusters Score -9065919 nChanged 54
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9065921 nChanged 66
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9065881 nChanged 48
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	Iteration 114Q: 3 clusters Score -9065872 nChanged 67
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9065879 nChanged 51
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9065928 nChanged 58
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9065935 nChanged 63
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	Iteration 121Q: 3 clusters Score -9065931 nChanged 65
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9065946 nChanged 58
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9065943 nChanged 65
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9065941 nChanged 61
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	Iteration 125Q: 3 clusters Score -9065964 nChanged 64
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	Iteration 126Q: 3 clusters Score -9065956 nChanged 58
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	Iteration 127Q: 3 clusters Score -9065954 nChanged 70
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	Iteration 129Q: 3 clusters Score -9065971 nChanged 58
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	Iteration 130Q: 3 clusters Score -9065966 nChanged 61
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	Iteration 131Q: 3 clusters Score -9065969 nChanged 42
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	Iteration 132Q: 3 clusters Score -9065983 nChanged 46
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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 135Q: 3 clusters Score -9066033 nChanged 25
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	Iteration 137Q: 3 clusters Score -9066017 nChanged 29
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	Iteration 138Q: 3 clusters Score -9066016 nChanged 20
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	Iteration 139Q: 3 clusters Score -9066023 nChanged 23
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9066037 nChanged 21
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	Iteration 141Q: 3 clusters Score -9066030 nChanged 20
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9066032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -9066027.000000 Penalty: 5351.154785
	Iteration 143Q: 3 clusters Score -9066027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -9066025.000000 Penalty: 5351.154785
	Iteration 144Q: 3 clusters Score -9066025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -9066023.000000 Penalty: 5351.154785
	Iteration 145Q: 3 clusters Score -9066023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -9066019.000000 Penalty: 5351.154785
	Iteration 146Q: 3 clusters Score -9066019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -9066018.000000 Penalty: 5351.154785
	Iteration 147Q: 3 clusters Score -9066018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -9066013.000000 Penalty: 5351.154785
	Iteration 148Q: 3 clusters Score -9066013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -9066015.000000 Penalty: 5351.154785
	Iteration 149Q: 3 clusters Score -9066015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -9066016.000000 Penalty: 5351.154785
	Iteration 150Q: 3 clusters Score -9066016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -9066027.000000 Penalty: 5351.154785
	Iteration 151Q: 3 clusters Score -9066027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -9066038.000000 Penalty: 5351.154785
	Iteration 152Q: 3 clusters Score -9066038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -9066038.000000 Penalty: 5351.154785
	Iteration 153Q: 3 clusters Score -9066038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -9066029.000000 Penalty: 5351.154785
	Iteration 154Q: 3 clusters Score -9066029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -9066034.000000 Penalty: 5351.154785
	Iteration 155Q: 3 clusters Score -9066034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -9066053.000000 Penalty: 5351.154785
	Iteration 156Q: 3 clusters Score -9066053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -9066045.000000 Penalty: 5351.154785
	Iteration 157Q: 3 clusters Score -9066045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -9066043.000000 Penalty: 5351.154785
	Iteration 158Q: 3 clusters Score -9066043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -9066046.000000 Penalty: 5351.154785
	Iteration 159Q: 3 clusters Score -9066046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -9066049.000000 Penalty: 5351.154785
	Iteration 160F: 3 clusters Score -9066049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -9066058.000000 Penalty: 5351.154785
	Iteration 161Q: 3 clusters Score -9066058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -9066053.000000 Penalty: 5351.154785
	Iteration 162Q: 3 clusters Score -9066053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -9066057.000000 Penalty: 5351.154785
	Iteration 163Q: 3 clusters Score -9066057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -9066052.000000 Penalty: 5351.154785
	Iteration 164Q: 3 clusters Score -9066052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -9066054.000000 Penalty: 5351.154785
	Iteration 165Q: 3 clusters Score -9066054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -9066054.000000 Penalty: 5351.154785
	Iteration 166Q: 3 clusters Score -9066054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -9066059.000000 Penalty: 5351.154785
	Iteration 167Q: 3 clusters Score -9066059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -9066062.000000 Penalty: 5351.154785
	Iteration 168Q: 3 clusters Score -9066062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -9066067.000000 Penalty: 5351.154785
	Iteration 169Q: 3 clusters Score -9066067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -9066060.000000 Penalty: 5351.154785
	Iteration 170Q: 3 clusters Score -9066060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -9066060.000000 Penalty: 5351.154785
	Iteration 171F: 3 clusters Score -9066060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -91802.023438 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -91802.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90242.132812 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -90242.13 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90930.851562 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -90930.85 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91364.164062 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -91364.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91667.929688 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -91667.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -91873.179688 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -91873.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91997.906250 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -91997.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -92050.648438 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -92050.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92107.929688 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -92107.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92178.921875 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -92178.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92212.992188 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -92212.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92256.164062 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -92256.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92277.937500 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -92277.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92284.203125 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -92284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92288.250000 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -92288.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92289.695312 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -92289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92289.695312 Penalty: 3306.810547
	Iteration 15F: 3 clusters Score -92289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48466 members 
Mstep: Class 3 contains 341 members 
Mstep: Class 4 contains 12193 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54816 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5079 members 
Mstep: Class 10 contains 5126 members 
Mstep: Class 11 contains 42835 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52038 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21333 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49942 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50875 members 
Mstep: Class 21 contains 4997 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47941 members 
Mstep: Class 24 contains 49674 members 
Mstep: Class 25 contains 20648 members 
Mstep: Class 26 contains 41845 members 
Mstep: Class 27 contains 10059 members 
Mstep: Class 28 contains 49816 members 
Mstep: Class 29 contains 445 members 
Entering Unmasked Estep 
Score: -110182688.000000 Penalty: 95718.617188
Splitting cluster 3 changes total score from -110183752.000000 to -110182688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Entering Unmasked Estep 
Score: -2248365.500000 Penalty: 2333.336914
	Iteration 0F: 2 clusters Score -2248366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2239356.750000 Penalty: 4666.673828
	Iteration 0F: 3 clusters Score -2239357 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2241928.750000 Penalty: 4666.673828
	Iteration 1F: 3 clusters Score -2241929 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2242244.000000 Penalty: 4666.673828
	Iteration 2F: 3 clusters Score -2242244 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2242475.000000 Penalty: 4666.673828
	Iteration 3Q: 3 clusters Score -2242475 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2242650.750000 Penalty: 4666.673828
	Iteration 4Q: 3 clusters Score -2242651 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2242795.000000 Penalty: 4666.673828
	Iteration 5Q: 3 clusters Score -2242795 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2242927.750000 Penalty: 4666.673828
	Iteration 6Q: 3 clusters Score -2242928 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2243027.000000 Penalty: 4666.673828
	Iteration 7Q: 3 clusters Score -2243027 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2243139.250000 Penalty: 4666.673828
	Iteration 8Q: 3 clusters Score -2243139 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2243277.250000 Penalty: 4666.673828
	Iteration 9Q: 3 clusters Score -2243277 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2243425.750000 Penalty: 4666.673828
	Iteration 10Q: 3 clusters Score -2243426 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2243616.000000 Penalty: 4666.673828
	Iteration 11Q: 3 clusters Score -2243616 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2243863.500000 Penalty: 4666.673828
	Iteration 12Q: 3 clusters Score -2243864 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2244209.250000 Penalty: 4666.673828
	Iteration 13Q: 3 clusters Score -2244209 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2244578.750000 Penalty: 4666.673828
	Iteration 14Q: 3 clusters Score -2244579 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2244984.250000 Penalty: 4666.673828
	Iteration 15Q: 3 clusters Score -2244984 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2245337.750000 Penalty: 4666.673828
	Iteration 16Q: 3 clusters Score -2245338 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2245631.250000 Penalty: 4666.673828
	Iteration 17Q: 3 clusters Score -2245631 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2245840.250000 Penalty: 4666.673828
	Iteration 18Q: 3 clusters Score -2245840 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2246022.250000 Penalty: 4666.673828
	Iteration 19Q: 3 clusters Score -2246022 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2246160.500000 Penalty: 4666.673828
	Iteration 20F: 3 clusters Score -2246160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2246251.750000 Penalty: 4666.673828
	Iteration 21Q: 3 clusters Score -2246252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2246307.250000 Penalty: 4666.673828
	Iteration 22Q: 3 clusters Score -2246307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2246341.000000 Penalty: 4666.673828
	Iteration 23Q: 3 clusters Score -2246341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2246368.750000 Penalty: 4666.673828
	Iteration 24Q: 3 clusters Score -2246369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2246385.000000 Penalty: 4666.673828
	Iteration 25Q: 3 clusters Score -2246385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2246390.000000 Penalty: 4666.673828
	Iteration 26Q: 3 clusters Score -2246390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2246393.250000 Penalty: 4666.673828
	Iteration 27Q: 3 clusters Score -2246393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2246398.500000 Penalty: 4666.673828
	Iteration 28Q: 3 clusters Score -2246398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2246402.250000 Penalty: 4666.673828
	Iteration 29Q: 3 clusters Score -2246402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2246402.500000 Penalty: 4666.673828
	Iteration 30Q: 3 clusters Score -2246402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2246402.000000 Penalty: 4666.673828
	Iteration 31Q: 3 clusters Score -2246402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2246404.750000 Penalty: 4666.673828
	Iteration 32Q: 3 clusters Score -2246405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2246412.750000 Penalty: 4666.673828
	Iteration 33Q: 3 clusters Score -2246413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2246414.250000 Penalty: 4666.673828
	Iteration 34Q: 3 clusters Score -2246414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2246414.250000 Penalty: 4666.673828
	Iteration 35F: 3 clusters Score -2246414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -70720.953125 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -70720.95 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 173 members 
Entering Unmasked Estep 
Score: -69514.468750 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -69514.47 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -69756.968750 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -69756.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -69873.851562 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -69873.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -69885.359375 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -69885.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -69904.859375 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -69904.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -69909.140625 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -69909.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -69909.140625 Penalty: 2876.350098
	Iteration 6F: 3 clusters Score -69909.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Entering Unmasked Estep 
Score: -10229321.000000 Penalty: 2706.110840
	Iteration 0F: 2 clusters Score -1.022932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -10196093.000000 Penalty: 5412.221680
	Iteration 0F: 3 clusters Score -1.019609e+07 nChanged 25374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -10210184.000000 Penalty: 5412.221680
	Iteration 1F: 3 clusters Score -1.021018e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -10210716.000000 Penalty: 5412.221680
	Iteration 2Q: 3 clusters Score -1.021072e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -10211179.000000 Penalty: 5412.221680
	Iteration 3Q: 3 clusters Score -1.021118e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -10211677.000000 Penalty: 5412.221680
	Iteration 4Q: 3 clusters Score -1.021168e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -10212153.000000 Penalty: 5412.221680
	Iteration 5Q: 3 clusters Score -1.021215e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -10212704.000000 Penalty: 5412.221680
	Iteration 6Q: 3 clusters Score -1.02127e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -10213549.000000 Penalty: 5412.221680
	Iteration 7Q: 3 clusters Score -1.021355e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -10214789.000000 Penalty: 5412.221680
	Iteration 8Q: 3 clusters Score -1.021479e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -10216335.000000 Penalty: 5412.221680
	Iteration 9Q: 3 clusters Score -1.021634e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -10218195.000000 Penalty: 5412.221680
	Iteration 10F: 3 clusters Score -1.02182e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -10220301.000000 Penalty: 5412.221680
	Iteration 11F: 3 clusters Score -1.02203e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -10222225.000000 Penalty: 5412.221680
	Iteration 12F: 3 clusters Score -1.022222e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -10223751.000000 Penalty: 5412.221680
	Iteration 13Q: 3 clusters Score -1.022375e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -10224736.000000 Penalty: 5412.221680
	Iteration 14Q: 3 clusters Score -1.022474e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -10225381.000000 Penalty: 5412.221680
	Iteration 15Q: 3 clusters Score -1.022538e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -10225798.000000 Penalty: 5412.221680
	Iteration 16Q: 3 clusters Score -1.02258e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -10226145.000000 Penalty: 5412.221680
	Iteration 17Q: 3 clusters Score -1.022614e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -10226443.000000 Penalty: 5412.221680
	Iteration 18Q: 3 clusters Score -1.022644e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -10226712.000000 Penalty: 5412.221680
	Iteration 19Q: 3 clusters Score -1.022671e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -10226891.000000 Penalty: 5412.221680
	Iteration 20F: 3 clusters Score -1.022689e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -10227032.000000 Penalty: 5412.221680
	Iteration 21Q: 3 clusters Score -1.022703e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -10227150.000000 Penalty: 5412.221680
	Iteration 22Q: 3 clusters Score -1.022715e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -10227246.000000 Penalty: 5412.221680
	Iteration 23Q: 3 clusters Score -1.022725e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -10227361.000000 Penalty: 5412.221680
	Iteration 24Q: 3 clusters Score -1.022736e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -10227432.000000 Penalty: 5412.221680
	Iteration 25Q: 3 clusters Score -1.022743e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -10227500.000000 Penalty: 5412.221680
	Iteration 26Q: 3 clusters Score -1.02275e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -10227581.000000 Penalty: 5412.221680
	Iteration 27Q: 3 clusters Score -1.022758e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -10227600.000000 Penalty: 5412.221680
	Iteration 28Q: 3 clusters Score -1.02276e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -10227631.000000 Penalty: 5412.221680
	Iteration 29Q: 3 clusters Score -1.022763e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -10227716.000000 Penalty: 5412.221680
	Iteration 30Q: 3 clusters Score -1.022772e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -10227787.000000 Penalty: 5412.221680
	Iteration 31Q: 3 clusters Score -1.022779e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -10227865.000000 Penalty: 5412.221680
	Iteration 32Q: 3 clusters Score -1.022786e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -10227935.000000 Penalty: 5412.221680
	Iteration 33Q: 3 clusters Score -1.022794e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -10227935.000000 Penalty: 5412.221680
	Iteration 34Q: 3 clusters Score -1.022794e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -10227978.000000 Penalty: 5412.221680
	Iteration 35Q: 3 clusters Score -1.022798e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -10227970.000000 Penalty: 5412.221680
	Iteration 36Q: 3 clusters Score -1.022797e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -10227985.000000 Penalty: 5412.221680
	Iteration 37Q: 3 clusters Score -1.022798e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -10228063.000000 Penalty: 5412.221680
	Iteration 38Q: 3 clusters Score -1.022806e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -10228087.000000 Penalty: 5412.221680
	Iteration 39Q: 3 clusters Score -1.022809e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -10228112.000000 Penalty: 5412.221680
	Iteration 40F: 3 clusters Score -1.022811e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -10228137.000000 Penalty: 5412.221680
	Iteration 41Q: 3 clusters Score -1.022814e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -10228143.000000 Penalty: 5412.221680
	Iteration 42Q: 3 clusters Score -1.022814e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -10228161.000000 Penalty: 5412.221680
	Iteration 43Q: 3 clusters Score -1.022816e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -10228197.000000 Penalty: 5412.221680
	Iteration 44Q: 3 clusters Score -1.02282e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -10228181.000000 Penalty: 5412.221680
	Iteration 45Q: 3 clusters Score -1.022818e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -10228176.000000 Penalty: 5412.221680
	Iteration 46Q: 3 clusters Score -1.022818e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -10228168.000000 Penalty: 5412.221680
	Iteration 47Q: 3 clusters Score -1.022817e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -10228177.000000 Penalty: 5412.221680
	Iteration 48Q: 3 clusters Score -1.022818e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -10228180.000000 Penalty: 5412.221680
	Iteration 49Q: 3 clusters Score -1.022818e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -10228179.000000 Penalty: 5412.221680
	Iteration 50Q: 3 clusters Score -1.022818e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -10228198.000000 Penalty: 5412.221680
	Iteration 51Q: 3 clusters Score -1.02282e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -10228196.000000 Penalty: 5412.221680
	Iteration 52Q: 3 clusters Score -1.02282e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -10228189.000000 Penalty: 5412.221680
	Iteration 53Q: 3 clusters Score -1.022819e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -10228171.000000 Penalty: 5412.221680
	Iteration 54Q: 3 clusters Score -1.022817e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -10228163.000000 Penalty: 5412.221680
	Iteration 55Q: 3 clusters Score -1.022816e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -10228176.000000 Penalty: 5412.221680
	Iteration 56Q: 3 clusters Score -1.022818e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -10228176.000000 Penalty: 5412.221680
	Iteration 57Q: 3 clusters Score -1.022818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -10228173.000000 Penalty: 5412.221680
	Iteration 58Q: 3 clusters Score -1.022817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -10228196.000000 Penalty: 5412.221680
	Iteration 59Q: 3 clusters Score -1.02282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -10228180.000000 Penalty: 5412.221680
	Iteration 60F: 3 clusters Score -1.022818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -10228189.000000 Penalty: 5412.221680
	Iteration 61Q: 3 clusters Score -1.022819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -10228191.000000 Penalty: 5412.221680
	Iteration 62Q: 3 clusters Score -1.022819e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -10228208.000000 Penalty: 5412.221680
	Iteration 63Q: 3 clusters Score -1.022821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -10228208.000000 Penalty: 5412.221680
	Iteration 64Q: 3 clusters Score -1.022821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -10228204.000000 Penalty: 5412.221680
	Iteration 65Q: 3 clusters Score -1.02282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -10228208.000000 Penalty: 5412.221680
	Iteration 66Q: 3 clusters Score -1.022821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -10228213.000000 Penalty: 5412.221680
	Iteration 67Q: 3 clusters Score -1.022821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -10228204.000000 Penalty: 5412.221680
	Iteration 68Q: 3 clusters Score -1.02282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -10228199.000000 Penalty: 5412.221680
	Iteration 69Q: 3 clusters Score -1.02282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -10228206.000000 Penalty: 5412.221680
	Iteration 70Q: 3 clusters Score -1.022821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -10228213.000000 Penalty: 5412.221680
	Iteration 71Q: 3 clusters Score -1.022821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -10228205.000000 Penalty: 5412.221680
	Iteration 72Q: 3 clusters Score -1.02282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -10228215.000000 Penalty: 5412.221680
	Iteration 73Q: 3 clusters Score -1.022822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -10228212.000000 Penalty: 5412.221680
	Iteration 74Q: 3 clusters Score -1.022821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -10228214.000000 Penalty: 5412.221680
	Iteration 75Q: 3 clusters Score -1.022821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -10228214.000000 Penalty: 5412.221680
	Iteration 76F: 3 clusters Score -1.022821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -377900.406250 Penalty: 1910.681519
	Iteration 0F: 2 clusters Score -377900.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -375214.625000 Penalty: 3821.363037
	Iteration 0F: 3 clusters Score -375214.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -375737.250000 Penalty: 3821.363037
	Iteration 1F: 3 clusters Score -375737.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -375865.593750 Penalty: 3821.363037
	Iteration 2F: 3 clusters Score -375865.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -375947.406250 Penalty: 3821.363037
	Iteration 3Q: 3 clusters Score -375947.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -376000.968750 Penalty: 3821.363037
	Iteration 4Q: 3 clusters Score -376001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -376039.687500 Penalty: 3821.363037
	Iteration 5Q: 3 clusters Score -376039.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -376067.343750 Penalty: 3821.363037
	Iteration 6Q: 3 clusters Score -376067.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -376100.187500 Penalty: 3821.363037
	Iteration 7Q: 3 clusters Score -376100.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -376162.062500 Penalty: 3821.363037
	Iteration 8Q: 3 clusters Score -376162.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -376244.906250 Penalty: 3821.363037
	Iteration 9Q: 3 clusters Score -376244.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -376393.531250 Penalty: 3821.363037
	Iteration 10Q: 3 clusters Score -376393.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -376592.906250 Penalty: 3821.363037
	Iteration 11F: 3 clusters Score -376592.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -376849.843750 Penalty: 3821.363037
	Iteration 12F: 3 clusters Score -376849.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -377153.687500 Penalty: 3821.363037
	Iteration 13F: 3 clusters Score -377153.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -377388.500000 Penalty: 3821.363037
	Iteration 14F: 3 clusters Score -377388.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -377514.437500 Penalty: 3821.363037
	Iteration 15Q: 3 clusters Score -377514.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -377579.000000 Penalty: 3821.363037
	Iteration 16Q: 3 clusters Score -377579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -377608.843750 Penalty: 3821.363037
	Iteration 17Q: 3 clusters Score -377608.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -377622.781250 Penalty: 3821.363037
	Iteration 18Q: 3 clusters Score -377622.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377632.968750 Penalty: 3821.363037
	Iteration 19Q: 3 clusters Score -377633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -377639.500000 Penalty: 3821.363037
	Iteration 20F: 3 clusters Score -377639.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -377642.187500 Penalty: 3821.363037
	Iteration 21Q: 3 clusters Score -377642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -377642.312500 Penalty: 3821.363037
	Iteration 22Q: 3 clusters Score -377642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -377642.312500 Penalty: 3821.363037
	Iteration 23F: 3 clusters Score -377642.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -39181.121094 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -39181.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38060.558594 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -38060.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38222.406250 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -38222.41 nChanged 14
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: -38324.945312 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -38324.95 nChanged 8
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: -38404.062500 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -38404.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38519.082031 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -38519.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -38556.042969 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -38556.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38576.906250 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -38576.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38576.906250 Penalty: 2756.186768
	Iteration 7F: 3 clusters Score -38576.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Entering Unmasked Estep 
Score: -958943.562500 Penalty: 2116.151611
	Iteration 0F: 2 clusters Score -958943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -954429.875000 Penalty: 4232.303223
	Iteration 0F: 3 clusters Score -954429.9 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -955455.687500 Penalty: 4232.303223
	Iteration 1F: 3 clusters Score -955455.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -955642.000000 Penalty: 4232.303223
	Iteration 2F: 3 clusters Score -955642 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -955743.500000 Penalty: 4232.303223
	Iteration 3Q: 3 clusters Score -955743.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -955806.125000 Penalty: 4232.303223
	Iteration 4Q: 3 clusters Score -955806.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -955856.937500 Penalty: 4232.303223
	Iteration 5Q: 3 clusters Score -955856.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -955900.375000 Penalty: 4232.303223
	Iteration 6Q: 3 clusters Score -955900.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -955933.125000 Penalty: 4232.303223
	Iteration 7Q: 3 clusters Score -955933.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -955968.625000 Penalty: 4232.303223
	Iteration 8Q: 3 clusters Score -955968.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -955999.187500 Penalty: 4232.303223
	Iteration 9Q: 3 clusters Score -955999.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -956030.500000 Penalty: 4232.303223
	Iteration 10Q: 3 clusters Score -956030.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -956054.250000 Penalty: 4232.303223
	Iteration 11Q: 3 clusters Score -956054.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -956072.937500 Penalty: 4232.303223
	Iteration 12Q: 3 clusters Score -956072.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -956093.875000 Penalty: 4232.303223
	Iteration 13Q: 3 clusters Score -956093.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -956111.875000 Penalty: 4232.303223
	Iteration 14Q: 3 clusters Score -956111.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -956125.000000 Penalty: 4232.303223
	Iteration 15Q: 3 clusters Score -956125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -956141.375000 Penalty: 4232.303223
	Iteration 16Q: 3 clusters Score -956141.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -956154.625000 Penalty: 4232.303223
	Iteration 17Q: 3 clusters Score -956154.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -956168.875000 Penalty: 4232.303223
	Iteration 18Q: 3 clusters Score -956168.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -956177.000000 Penalty: 4232.303223
	Iteration 19Q: 3 clusters Score -956177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -956186.625000 Penalty: 4232.303223
	Iteration 20F: 3 clusters Score -956186.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -956198.875000 Penalty: 4232.303223
	Iteration 21Q: 3 clusters Score -956198.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -956208.812500 Penalty: 4232.303223
	Iteration 22Q: 3 clusters Score -956208.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -956214.500000 Penalty: 4232.303223
	Iteration 23Q: 3 clusters Score -956214.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -956221.562500 Penalty: 4232.303223
	Iteration 24Q: 3 clusters Score -956221.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -956225.500000 Penalty: 4232.303223
	Iteration 25Q: 3 clusters Score -956225.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -956233.062500 Penalty: 4232.303223
	Iteration 26Q: 3 clusters Score -956233.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -956247.750000 Penalty: 4232.303223
	Iteration 27Q: 3 clusters Score -956247.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -956259.687500 Penalty: 4232.303223
	Iteration 28Q: 3 clusters Score -956259.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -956267.687500 Penalty: 4232.303223
	Iteration 29Q: 3 clusters Score -956267.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -956282.250000 Penalty: 4232.303223
	Iteration 30Q: 3 clusters Score -956282.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -956294.375000 Penalty: 4232.303223
	Iteration 31Q: 3 clusters Score -956294.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -956308.250000 Penalty: 4232.303223
	Iteration 32Q: 3 clusters Score -956308.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -956319.625000 Penalty: 4232.303223
	Iteration 33Q: 3 clusters Score -956319.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -956329.687500 Penalty: 4232.303223
	Iteration 34Q: 3 clusters Score -956329.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -956344.562500 Penalty: 4232.303223
	Iteration 35Q: 3 clusters Score -956344.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -956364.375000 Penalty: 4232.303223
	Iteration 36Q: 3 clusters Score -956364.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -956388.437500 Penalty: 4232.303223
	Iteration 37Q: 3 clusters Score -956388.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -956417.937500 Penalty: 4232.303223
	Iteration 38Q: 3 clusters Score -956417.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -956448.125000 Penalty: 4232.303223
	Iteration 39Q: 3 clusters Score -956448.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -956479.000000 Penalty: 4232.303223
	Iteration 40F: 3 clusters Score -956479 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -956512.250000 Penalty: 4232.303223
	Iteration 41Q: 3 clusters Score -956512.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -956543.125000 Penalty: 4232.303223
	Iteration 42Q: 3 clusters Score -956543.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -956574.562500 Penalty: 4232.303223
	Iteration 43Q: 3 clusters Score -956574.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -956607.812500 Penalty: 4232.303223
	Iteration 44Q: 3 clusters Score -956607.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -956630.125000 Penalty: 4232.303223
	Iteration 45Q: 3 clusters Score -956630.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -956650.750000 Penalty: 4232.303223
	Iteration 46Q: 3 clusters Score -956650.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -956672.000000 Penalty: 4232.303223
	Iteration 47Q: 3 clusters Score -956672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -956693.437500 Penalty: 4232.303223
	Iteration 48Q: 3 clusters Score -956693.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -956705.812500 Penalty: 4232.303223
	Iteration 49Q: 3 clusters Score -956705.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -956727.250000 Penalty: 4232.303223
	Iteration 50Q: 3 clusters Score -956727.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -956750.250000 Penalty: 4232.303223
	Iteration 51Q: 3 clusters Score -956750.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -956769.437500 Penalty: 4232.303223
	Iteration 52Q: 3 clusters Score -956769.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -956789.687500 Penalty: 4232.303223
	Iteration 53Q: 3 clusters Score -956789.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -956813.187500 Penalty: 4232.303223
	Iteration 54Q: 3 clusters Score -956813.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -956827.875000 Penalty: 4232.303223
	Iteration 55Q: 3 clusters Score -956827.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -956846.062500 Penalty: 4232.303223
	Iteration 56Q: 3 clusters Score -956846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -956860.187500 Penalty: 4232.303223
	Iteration 57Q: 3 clusters Score -956860.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -956867.625000 Penalty: 4232.303223
	Iteration 58Q: 3 clusters Score -956867.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -956876.437500 Penalty: 4232.303223
	Iteration 59Q: 3 clusters Score -956876.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -956889.250000 Penalty: 4232.303223
	Iteration 60F: 3 clusters Score -956889.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -956904.437500 Penalty: 4232.303223
	Iteration 61Q: 3 clusters Score -956904.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -956922.062500 Penalty: 4232.303223
	Iteration 62Q: 3 clusters Score -956922.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -956942.937500 Penalty: 4232.303223
	Iteration 63Q: 3 clusters Score -956942.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -956957.125000 Penalty: 4232.303223
	Iteration 64Q: 3 clusters Score -956957.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -956973.312500 Penalty: 4232.303223
	Iteration 65Q: 3 clusters Score -956973.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -956984.375000 Penalty: 4232.303223
	Iteration 66Q: 3 clusters Score -956984.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -956998.000000 Penalty: 4232.303223
	Iteration 67Q: 3 clusters Score -956998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -957013.000000 Penalty: 4232.303223
	Iteration 68Q: 3 clusters Score -957013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -957025.500000 Penalty: 4232.303223
	Iteration 69Q: 3 clusters Score -957025.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -957034.812500 Penalty: 4232.303223
	Iteration 70Q: 3 clusters Score -957034.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -957043.750000 Penalty: 4232.303223
	Iteration 71Q: 3 clusters Score -957043.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -957050.000000 Penalty: 4232.303223
	Iteration 72Q: 3 clusters Score -957050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -957057.000000 Penalty: 4232.303223
	Iteration 73Q: 3 clusters Score -957057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -957065.062500 Penalty: 4232.303223
	Iteration 74Q: 3 clusters Score -957065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -957069.125000 Penalty: 4232.303223
	Iteration 75Q: 3 clusters Score -957069.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -957073.187500 Penalty: 4232.303223
	Iteration 76Q: 3 clusters Score -957073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -957072.812500 Penalty: 4232.303223
	Iteration 77Q: 3 clusters Score -957072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -957074.875000 Penalty: 4232.303223
	Iteration 78Q: 3 clusters Score -957074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -957074.562500 Penalty: 4232.303223
	Iteration 79Q: 3 clusters Score -957074.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -957074.562500 Penalty: 4232.303223
	Iteration 80F: 3 clusters Score -957074.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Entering Unmasked Estep 
Score: -952363.750000 Penalty: 2118.436035
	Iteration 0F: 2 clusters Score -952363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -947838.250000 Penalty: 4236.872070
	Iteration 0F: 3 clusters Score -947838.2 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -948924.062500 Penalty: 4236.872070
	Iteration 1F: 3 clusters Score -948924.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -949142.250000 Penalty: 4236.872070
	Iteration 2F: 3 clusters Score -949142.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -949324.437500 Penalty: 4236.872070
	Iteration 3Q: 3 clusters Score -949324.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -949475.062500 Penalty: 4236.872070
	Iteration 4Q: 3 clusters Score -949475.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -949598.250000 Penalty: 4236.872070
	Iteration 5Q: 3 clusters Score -949598.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -949701.562500 Penalty: 4236.872070
	Iteration 6Q: 3 clusters Score -949701.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -949808.875000 Penalty: 4236.872070
	Iteration 7Q: 3 clusters Score -949808.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -949891.812500 Penalty: 4236.872070
	Iteration 8Q: 3 clusters Score -949891.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -949969.625000 Penalty: 4236.872070
	Iteration 9Q: 3 clusters Score -949969.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -950034.187500 Penalty: 4236.872070
	Iteration 10Q: 3 clusters Score -950034.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -950088.375000 Penalty: 4236.872070
	Iteration 11Q: 3 clusters Score -950088.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -950139.375000 Penalty: 4236.872070
	Iteration 12Q: 3 clusters Score -950139.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -950186.625000 Penalty: 4236.872070
	Iteration 13Q: 3 clusters Score -950186.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -950238.187500 Penalty: 4236.872070
	Iteration 14Q: 3 clusters Score -950238.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -950291.125000 Penalty: 4236.872070
	Iteration 15Q: 3 clusters Score -950291.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -950351.687500 Penalty: 4236.872070
	Iteration 16Q: 3 clusters Score -950351.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -950402.937500 Penalty: 4236.872070
	Iteration 17Q: 3 clusters Score -950402.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -950461.312500 Penalty: 4236.872070
	Iteration 18Q: 3 clusters Score -950461.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -950517.937500 Penalty: 4236.872070
	Iteration 19Q: 3 clusters Score -950517.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -950576.562500 Penalty: 4236.872070
	Iteration 20F: 3 clusters Score -950576.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -950635.812500 Penalty: 4236.872070
	Iteration 21Q: 3 clusters Score -950635.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -950692.937500 Penalty: 4236.872070
	Iteration 22Q: 3 clusters Score -950692.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -950714.937500 Penalty: 4236.872070
	Iteration 23Q: 3 clusters Score -950714.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -950730.000000 Penalty: 4236.872070
	Iteration 24Q: 3 clusters Score -950730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -950738.125000 Penalty: 4236.872070
	Iteration 25Q: 3 clusters Score -950738.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -950745.000000 Penalty: 4236.872070
	Iteration 26Q: 3 clusters Score -950745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -950754.000000 Penalty: 4236.872070
	Iteration 27Q: 3 clusters Score -950754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -950757.062500 Penalty: 4236.872070
	Iteration 28Q: 3 clusters Score -950757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -950757.312500 Penalty: 4236.872070
	Iteration 29Q: 3 clusters Score -950757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -950757.312500 Penalty: 4236.872070
	Iteration 30F: 3 clusters Score -950757.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Entering Unmasked Estep 
Score: -7971827.000000 Penalty: 2644.947510
	Iteration 0F: 2 clusters Score -7971827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -7943262.000000 Penalty: 5289.895020
	Iteration 0F: 3 clusters Score -7943262 nChanged 19727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -7954226.500000 Penalty: 5289.895020
	Iteration 1F: 3 clusters Score -7954226 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -7954889.000000 Penalty: 5289.895020
	Iteration 2Q: 3 clusters Score -7954889 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -7955680.500000 Penalty: 5289.895020
	Iteration 3Q: 3 clusters Score -7955680 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -7956841.500000 Penalty: 5289.895020
	Iteration 4F: 3 clusters Score -7956842 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -7958785.000000 Penalty: 5289.895020
	Iteration 5F: 3 clusters Score -7958785 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -7961557.500000 Penalty: 5289.895020
	Iteration 6F: 3 clusters Score -7961558 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -7964654.500000 Penalty: 5289.895020
	Iteration 7F: 3 clusters Score -7964654 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7967188.500000 Penalty: 5289.895020
	Iteration 8F: 3 clusters Score -7967188 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7968650.000000 Penalty: 5289.895020
	Iteration 9Q: 3 clusters Score -7968650 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7969253.500000 Penalty: 5289.895020
	Iteration 10Q: 3 clusters Score -7969254 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7969448.000000 Penalty: 5289.895020
	Iteration 11Q: 3 clusters Score -7969448 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7969573.500000 Penalty: 5289.895020
	Iteration 12Q: 3 clusters Score -7969574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7969621.500000 Penalty: 5289.895020
	Iteration 13Q: 3 clusters Score -7969622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7969641.000000 Penalty: 5289.895020
	Iteration 14Q: 3 clusters Score -7969641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7969648.500000 Penalty: 5289.895020
	Iteration 15Q: 3 clusters Score -7969648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7969667.500000 Penalty: 5289.895020
	Iteration 16Q: 3 clusters Score -7969668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7969685.500000 Penalty: 5289.895020
	Iteration 17Q: 3 clusters Score -7969686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7969695.000000 Penalty: 5289.895020
	Iteration 18Q: 3 clusters Score -7969695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7969711.500000 Penalty: 5289.895020
	Iteration 19Q: 3 clusters Score -7969712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7969718.000000 Penalty: 5289.895020
	Iteration 20F: 3 clusters Score -7969718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7969731.500000 Penalty: 5289.895020
	Iteration 21Q: 3 clusters Score -7969732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7969738.000000 Penalty: 5289.895020
	Iteration 22Q: 3 clusters Score -7969738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7969738.000000 Penalty: 5289.895020
	Iteration 23F: 3 clusters Score -7969738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Entering Unmasked Estep 
Score: -4918714.500000 Penalty: 2533.294678
	Iteration 0F: 2 clusters Score -4918714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -4899873.500000 Penalty: 5066.589355
	Iteration 0F: 3 clusters Score -4899874 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -4906534.500000 Penalty: 5066.589355
	Iteration 1F: 3 clusters Score -4906534 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -4906983.000000 Penalty: 5066.589355
	Iteration 2Q: 3 clusters Score -4906983 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -4907357.000000 Penalty: 5066.589355
	Iteration 3Q: 3 clusters Score -4907357 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -4907804.000000 Penalty: 5066.589355
	Iteration 4Q: 3 clusters Score -4907804 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4908282.500000 Penalty: 5066.589355
	Iteration 5Q: 3 clusters Score -4908282 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -4908848.000000 Penalty: 5066.589355
	Iteration 6Q: 3 clusters Score -4908848 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4909458.500000 Penalty: 5066.589355
	Iteration 7Q: 3 clusters Score -4909458 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -4910173.500000 Penalty: 5066.589355
	Iteration 8Q: 3 clusters Score -4910174 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -4910745.000000 Penalty: 5066.589355
	Iteration 9Q: 3 clusters Score -4910745 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4911269.500000 Penalty: 5066.589355
	Iteration 10Q: 3 clusters Score -4911270 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -4911634.500000 Penalty: 5066.589355
	Iteration 11Q: 3 clusters Score -4911634 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -4911880.000000 Penalty: 5066.589355
	Iteration 12Q: 3 clusters Score -4911880 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4912094.500000 Penalty: 5066.589355
	Iteration 13Q: 3 clusters Score -4912094 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -4912276.500000 Penalty: 5066.589355
	Iteration 14Q: 3 clusters Score -4912276 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4912401.000000 Penalty: 5066.589355
	Iteration 15Q: 3 clusters Score -4912401 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4912511.500000 Penalty: 5066.589355
	Iteration 16Q: 3 clusters Score -4912512 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -4912596.000000 Penalty: 5066.589355
	Iteration 17Q: 3 clusters Score -4912596 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -4912648.500000 Penalty: 5066.589355
	Iteration 18Q: 3 clusters Score -4912648 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4912715.000000 Penalty: 5066.589355
	Iteration 19Q: 3 clusters Score -4912715 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4912762.000000 Penalty: 5066.589355
	Iteration 20F: 3 clusters Score -4912762 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4912814.000000 Penalty: 5066.589355
	Iteration 21Q: 3 clusters Score -4912814 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -4912865.500000 Penalty: 5066.589355
	Iteration 22Q: 3 clusters Score -4912866 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -4912915.000000 Penalty: 5066.589355
	Iteration 23Q: 3 clusters Score -4912915 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -4912945.500000 Penalty: 5066.589355
	Iteration 24Q: 3 clusters Score -4912946 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4912981.000000 Penalty: 5066.589355
	Iteration 25Q: 3 clusters Score -4912981 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -4913032.500000 Penalty: 5066.589355
	Iteration 26Q: 3 clusters Score -4913032 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -4913085.500000 Penalty: 5066.589355
	Iteration 27Q: 3 clusters Score -4913086 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -4913154.500000 Penalty: 5066.589355
	Iteration 28Q: 3 clusters Score -4913154 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -4913237.500000 Penalty: 5066.589355
	Iteration 29Q: 3 clusters Score -4913238 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -4913310.500000 Penalty: 5066.589355
	Iteration 30Q: 3 clusters Score -4913310 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -4913429.000000 Penalty: 5066.589355
	Iteration 31Q: 3 clusters Score -4913429 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -4913580.000000 Penalty: 5066.589355
	Iteration 32Q: 3 clusters Score -4913580 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -4913738.500000 Penalty: 5066.589355
	Iteration 33Q: 3 clusters Score -4913738 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -4913910.500000 Penalty: 5066.589355
	Iteration 34Q: 3 clusters Score -4913910 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4914148.500000 Penalty: 5066.589355
	Iteration 35Q: 3 clusters Score -4914148 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4914398.500000 Penalty: 5066.589355
	Iteration 36Q: 3 clusters Score -4914398 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4914695.000000 Penalty: 5066.589355
	Iteration 37Q: 3 clusters Score -4914695 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4914994.000000 Penalty: 5066.589355
	Iteration 38Q: 3 clusters Score -4914994 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4915245.000000 Penalty: 5066.589355
	Iteration 39Q: 3 clusters Score -4915245 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4915495.000000 Penalty: 5066.589355
	Iteration 40F: 3 clusters Score -4915495 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4915686.500000 Penalty: 5066.589355
	Iteration 41Q: 3 clusters Score -4915686 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4915851.500000 Penalty: 5066.589355
	Iteration 42Q: 3 clusters Score -4915852 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4916007.000000 Penalty: 5066.589355
	Iteration 43Q: 3 clusters Score -4916007 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4916128.500000 Penalty: 5066.589355
	Iteration 44Q: 3 clusters Score -4916128 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4916213.000000 Penalty: 5066.589355
	Iteration 45Q: 3 clusters Score -4916213 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4916312.000000 Penalty: 5066.589355
	Iteration 46Q: 3 clusters Score -4916312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4916388.000000 Penalty: 5066.589355
	Iteration 47Q: 3 clusters Score -4916388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4916453.500000 Penalty: 5066.589355
	Iteration 48Q: 3 clusters Score -4916454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4916509.000000 Penalty: 5066.589355
	Iteration 49Q: 3 clusters Score -4916509 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4916547.500000 Penalty: 5066.589355
	Iteration 50Q: 3 clusters Score -4916548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4916583.000000 Penalty: 5066.589355
	Iteration 51Q: 3 clusters Score -4916583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4916612.500000 Penalty: 5066.589355
	Iteration 52Q: 3 clusters Score -4916612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4916641.500000 Penalty: 5066.589355
	Iteration 53Q: 3 clusters Score -4916642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4916647.000000 Penalty: 5066.589355
	Iteration 54Q: 3 clusters Score -4916647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4916666.500000 Penalty: 5066.589355
	Iteration 55Q: 3 clusters Score -4916666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4916684.500000 Penalty: 5066.589355
	Iteration 56Q: 3 clusters Score -4916684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4916699.000000 Penalty: 5066.589355
	Iteration 57Q: 3 clusters Score -4916699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4916714.000000 Penalty: 5066.589355
	Iteration 58Q: 3 clusters Score -4916714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4916726.500000 Penalty: 5066.589355
	Iteration 59Q: 3 clusters Score -4916726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4916738.500000 Penalty: 5066.589355
	Iteration 60F: 3 clusters Score -4916738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4916736.500000 Penalty: 5066.589355
	Iteration 61Q: 3 clusters Score -4916736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4916748.500000 Penalty: 5066.589355
	Iteration 62Q: 3 clusters Score -4916748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4916752.500000 Penalty: 5066.589355
	Iteration 63Q: 3 clusters Score -4916752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4916752.000000 Penalty: 5066.589355
	Iteration 64Q: 3 clusters Score -4916752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4916753.500000 Penalty: 5066.589355
	Iteration 65Q: 3 clusters Score -4916754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4916756.500000 Penalty: 5066.589355
	Iteration 66Q: 3 clusters Score -4916756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4916753.000000 Penalty: 5066.589355
	Iteration 67Q: 3 clusters Score -4916753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4916755.500000 Penalty: 5066.589355
	Iteration 68Q: 3 clusters Score -4916756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4916755.500000 Penalty: 5066.589355
	Iteration 69F: 3 clusters Score -4916756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -29635.740234 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -29635.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28536.550781 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -28536.55 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28769.927734 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -28769.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28855.134766 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -28855.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28874.886719 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -28874.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28891.025391 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -28891.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28891.025391 Penalty: 2920.883301
	Iteration 5F: 3 clusters Score -28891.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Entering Unmasked Estep 
Score: -9721386.000000 Penalty: 2693.212891
	Iteration 0F: 2 clusters Score -9721386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -9688745.000000 Penalty: 5386.425781
	Iteration 0F: 3 clusters Score -9688745 nChanged 23944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -9702240.000000 Penalty: 5386.425781
	Iteration 1F: 3 clusters Score -9702240 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -9702993.000000 Penalty: 5386.425781
	Iteration 2Q: 3 clusters Score -9702993 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -9703743.000000 Penalty: 5386.425781
	Iteration 3Q: 3 clusters Score -9703743 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -9704930.000000 Penalty: 5386.425781
	Iteration 4F: 3 clusters Score -9704930 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -9706736.000000 Penalty: 5386.425781
	Iteration 5F: 3 clusters Score -9706736 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -9709316.000000 Penalty: 5386.425781
	Iteration 6F: 3 clusters Score -9709316 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -9712751.000000 Penalty: 5386.425781
	Iteration 7F: 3 clusters Score -9712751 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -9715824.000000 Penalty: 5386.425781
	Iteration 8F: 3 clusters Score -9715824 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -9717480.000000 Penalty: 5386.425781
	Iteration 9Q: 3 clusters Score -9717480 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -9718349.000000 Penalty: 5386.425781
	Iteration 10Q: 3 clusters Score -9718349 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -9718739.000000 Penalty: 5386.425781
	Iteration 11Q: 3 clusters Score -9718739 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -9718878.000000 Penalty: 5386.425781
	Iteration 12Q: 3 clusters Score -9718878 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -9718958.000000 Penalty: 5386.425781
	Iteration 13Q: 3 clusters Score -9718958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -9719027.000000 Penalty: 5386.425781
	Iteration 14Q: 3 clusters Score -9719027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -9719054.000000 Penalty: 5386.425781
	Iteration 15Q: 3 clusters Score -9719054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -9719072.000000 Penalty: 5386.425781
	Iteration 16Q: 3 clusters Score -9719072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -9719085.000000 Penalty: 5386.425781
	Iteration 17Q: 3 clusters Score -9719085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -9719091.000000 Penalty: 5386.425781
	Iteration 18Q: 3 clusters Score -9719091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -9719107.000000 Penalty: 5386.425781
	Iteration 19Q: 3 clusters Score -9719107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -9719120.000000 Penalty: 5386.425781
	Iteration 20F: 3 clusters Score -9719120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -9719124.000000 Penalty: 5386.425781
	Iteration 21Q: 3 clusters Score -9719124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -9719141.000000 Penalty: 5386.425781
	Iteration 22Q: 3 clusters Score -9719141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -9719151.000000 Penalty: 5386.425781
	Iteration 23Q: 3 clusters Score -9719151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -9719162.000000 Penalty: 5386.425781
	Iteration 24Q: 3 clusters Score -9719162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -9719170.000000 Penalty: 5386.425781
	Iteration 25Q: 3 clusters Score -9719170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -9719161.000000 Penalty: 5386.425781
	Iteration 26Q: 3 clusters Score -9719161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -9719164.000000 Penalty: 5386.425781
	Iteration 27Q: 3 clusters Score -9719164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -9719164.000000 Penalty: 5386.425781
	Iteration 28F: 3 clusters Score -9719164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -100958.648438 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -100958.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -99350.640625 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -99350.64 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -99576.296875 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -99576.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -99646.984375 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -99646.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -99674.921875 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -99674.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -99685.187500 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -99685.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -99695.656250 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -99695.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -99704.843750 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -99704.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -99709.953125 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -99709.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -99716.007812 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -99716.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -99732.343750 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -99732.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99736.585938 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -99736.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -99741.460938 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -99741.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -99744.507812 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -99744.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99746.171875 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -99746.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99746.171875 Penalty: 3176.993408
	Iteration 14F: 3 clusters Score -99746.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Entering Unmasked Estep 
Score: -3941869.000000 Penalty: 2472.066650
	Iteration 0F: 2 clusters Score -3941869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3926795.250000 Penalty: 4944.133301
	Iteration 0F: 3 clusters Score -3926795 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3931911.750000 Penalty: 4944.133301
	Iteration 1F: 3 clusters Score -3931912 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3932292.500000 Penalty: 4944.133301
	Iteration 2F: 3 clusters Score -3932292 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3932598.000000 Penalty: 4944.133301
	Iteration 3Q: 3 clusters Score -3932598 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3932863.250000 Penalty: 4944.133301
	Iteration 4Q: 3 clusters Score -3932863 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3933105.000000 Penalty: 4944.133301
	Iteration 5Q: 3 clusters Score -3933105 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3933400.000000 Penalty: 4944.133301
	Iteration 6Q: 3 clusters Score -3933400 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3933751.000000 Penalty: 4944.133301
	Iteration 7Q: 3 clusters Score -3933751 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3934125.250000 Penalty: 4944.133301
	Iteration 8Q: 3 clusters Score -3934125 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3934581.750000 Penalty: 4944.133301
	Iteration 9Q: 3 clusters Score -3934582 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3935085.750000 Penalty: 4944.133301
	Iteration 10Q: 3 clusters Score -3935086 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3935735.250000 Penalty: 4944.133301
	Iteration 11Q: 3 clusters Score -3935735 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3936467.250000 Penalty: 4944.133301
	Iteration 12Q: 3 clusters Score -3936467 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3937209.750000 Penalty: 4944.133301
	Iteration 13F: 3 clusters Score -3937210 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3937790.000000 Penalty: 4944.133301
	Iteration 14Q: 3 clusters Score -3937790 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3938115.000000 Penalty: 4944.133301
	Iteration 15Q: 3 clusters Score -3938115 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3938290.250000 Penalty: 4944.133301
	Iteration 16Q: 3 clusters Score -3938290 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3938431.250000 Penalty: 4944.133301
	Iteration 17Q: 3 clusters Score -3938431 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3938508.750000 Penalty: 4944.133301
	Iteration 18Q: 3 clusters Score -3938509 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3938605.750000 Penalty: 4944.133301
	Iteration 19Q: 3 clusters Score -3938606 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3938667.000000 Penalty: 4944.133301
	Iteration 20F: 3 clusters Score -3938667 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3938711.750000 Penalty: 4944.133301
	Iteration 21Q: 3 clusters Score -3938712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3938735.000000 Penalty: 4944.133301
	Iteration 22Q: 3 clusters Score -3938735 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3938769.750000 Penalty: 4944.133301
	Iteration 23Q: 3 clusters Score -3938770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3938798.250000 Penalty: 4944.133301
	Iteration 24Q: 3 clusters Score -3938798 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3938836.250000 Penalty: 4944.133301
	Iteration 25Q: 3 clusters Score -3938836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3938836.000000 Penalty: 4944.133301
	Iteration 26Q: 3 clusters Score -3938836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3938856.500000 Penalty: 4944.133301
	Iteration 27Q: 3 clusters Score -3938856 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3938874.500000 Penalty: 4944.133301
	Iteration 28Q: 3 clusters Score -3938874 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3938888.250000 Penalty: 4944.133301
	Iteration 29Q: 3 clusters Score -3938888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3938904.500000 Penalty: 4944.133301
	Iteration 30Q: 3 clusters Score -3938904 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3938923.750000 Penalty: 4944.133301
	Iteration 31Q: 3 clusters Score -3938924 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3938930.750000 Penalty: 4944.133301
	Iteration 32Q: 3 clusters Score -3938931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3938950.250000 Penalty: 4944.133301
	Iteration 33Q: 3 clusters Score -3938950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3938965.750000 Penalty: 4944.133301
	Iteration 34Q: 3 clusters Score -3938966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3938976.500000 Penalty: 4944.133301
	Iteration 35Q: 3 clusters Score -3938976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3938970.500000 Penalty: 4944.133301
	Iteration 36Q: 3 clusters Score -3938970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3938977.250000 Penalty: 4944.133301
	Iteration 37Q: 3 clusters Score -3938977 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3938993.250000 Penalty: 4944.133301
	Iteration 38Q: 3 clusters Score -3938993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3939004.750000 Penalty: 4944.133301
	Iteration 39Q: 3 clusters Score -3939005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3939007.750000 Penalty: 4944.133301
	Iteration 40F: 3 clusters Score -3939008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3939015.750000 Penalty: 4944.133301
	Iteration 41Q: 3 clusters Score -3939016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3939016.250000 Penalty: 4944.133301
	Iteration 42Q: 3 clusters Score -3939016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3939021.500000 Penalty: 4944.133301
	Iteration 43Q: 3 clusters Score -3939022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3939029.250000 Penalty: 4944.133301
	Iteration 44Q: 3 clusters Score -3939029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3939037.250000 Penalty: 4944.133301
	Iteration 45Q: 3 clusters Score -3939037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3939036.250000 Penalty: 4944.133301
	Iteration 46Q: 3 clusters Score -3939036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3939052.250000 Penalty: 4944.133301
	Iteration 47Q: 3 clusters Score -3939052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3939061.750000 Penalty: 4944.133301
	Iteration 48Q: 3 clusters Score -3939062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3939069.750000 Penalty: 4944.133301
	Iteration 49Q: 3 clusters Score -3939070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3939081.250000 Penalty: 4944.133301
	Iteration 50Q: 3 clusters Score -3939081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3939089.250000 Penalty: 4944.133301
	Iteration 51Q: 3 clusters Score -3939089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3939102.000000 Penalty: 4944.133301
	Iteration 52Q: 3 clusters Score -3939102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3939119.500000 Penalty: 4944.133301
	Iteration 53Q: 3 clusters Score -3939120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3939117.500000 Penalty: 4944.133301
	Iteration 54Q: 3 clusters Score -3939118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3939123.750000 Penalty: 4944.133301
	Iteration 55Q: 3 clusters Score -3939124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3939112.500000 Penalty: 4944.133301
	Iteration 56Q: 3 clusters Score -3939112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3939127.000000 Penalty: 4944.133301
	Iteration 57Q: 3 clusters Score -3939127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3939134.000000 Penalty: 4944.133301
	Iteration 58Q: 3 clusters Score -3939134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3939133.750000 Penalty: 4944.133301
	Iteration 59Q: 3 clusters Score -3939134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3939137.250000 Penalty: 4944.133301
	Iteration 60F: 3 clusters Score -3939137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3939143.500000 Penalty: 4944.133301
	Iteration 61Q: 3 clusters Score -3939144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3939145.000000 Penalty: 4944.133301
	Iteration 62Q: 3 clusters Score -3939145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3939154.250000 Penalty: 4944.133301
	Iteration 63Q: 3 clusters Score -3939154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3939154.250000 Penalty: 4944.133301
	Iteration 64Q: 3 clusters Score -3939154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3939166.750000 Penalty: 4944.133301
	Iteration 65Q: 3 clusters Score -3939167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3939167.750000 Penalty: 4944.133301
	Iteration 66Q: 3 clusters Score -3939168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3939173.500000 Penalty: 4944.133301
	Iteration 67Q: 3 clusters Score -3939174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3939172.000000 Penalty: 4944.133301
	Iteration 68Q: 3 clusters Score -3939172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3939164.750000 Penalty: 4944.133301
	Iteration 69Q: 3 clusters Score -3939165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3939172.750000 Penalty: 4944.133301
	Iteration 70Q: 3 clusters Score -3939173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3939180.750000 Penalty: 4944.133301
	Iteration 71Q: 3 clusters Score -3939181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3939189.750000 Penalty: 4944.133301
	Iteration 72Q: 3 clusters Score -3939190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3939204.500000 Penalty: 4944.133301
	Iteration 73Q: 3 clusters Score -3939204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3939213.250000 Penalty: 4944.133301
	Iteration 74Q: 3 clusters Score -3939213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3939216.500000 Penalty: 4944.133301
	Iteration 75Q: 3 clusters Score -3939216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3939228.500000 Penalty: 4944.133301
	Iteration 76Q: 3 clusters Score -3939228 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3939228 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3939238 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3939235 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3939246 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3939247 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3939254 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3939254 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3939262 nChanged 49
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Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3939266 nChanged 48
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Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3939277 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3939290 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3939288 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3939302 nChanged 38
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Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3939311 nChanged 33
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Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3939309 nChanged 33
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Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3939313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3939318 nChanged 29
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Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3939318 nChanged 21
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Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3939325 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3939336 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3939335 nChanged 33
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Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3939338 nChanged 28
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Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3939336 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3939338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3939346 nChanged 32
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Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3939353 nChanged 34
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Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3939361 nChanged 37
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Mstep: Class 1 contains 4757 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3939360 nChanged 36
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Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3939376 nChanged 28
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Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3939377 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3939385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3939389 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3939388 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3939390 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3939394 nChanged 28
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Mstep: Class 1 contains 4520 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3939407 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3939418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3939409 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3939417 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3939432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3939436 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3939456 nChanged 68
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Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3939477 nChanged 70
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Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3939482 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3939509 nChanged 76
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Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3939534 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3939543 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3816 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3939568 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3760 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3939584 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3939607 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3939620 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3939648 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3939659 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3939663 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3939673 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3939689 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3939699.250000 Penalty: 4944.133301
	Iteration 139Q: 3 clusters Score -3939699 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3939719 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3939726.250000 Penalty: 4944.133301
	Iteration 141Q: 3 clusters Score -3939726 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3939736 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3939761 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3939786 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3939806 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3939814.750000 Penalty: 4944.133301
	Iteration 146Q: 3 clusters Score -3939815 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3939825.750000 Penalty: 4944.133301
	Iteration 147Q: 3 clusters Score -3939826 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3939827.750000 Penalty: 4944.133301
	Iteration 148Q: 3 clusters Score -3939828 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -3939830.500000 Penalty: 4944.133301
	Iteration 149Q: 3 clusters Score -3939830 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3939838 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3939839.000000 Penalty: 4944.133301
	Iteration 151Q: 3 clusters Score -3939839 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3939836 nChanged 11
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Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3939844 nChanged 6
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Mstep: Class 1 contains 2892 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3939844 nChanged 8
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Mstep: Class 1 contains 2884 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3939851 nChanged 11
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Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3939852 nChanged 12
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Mstep: Class 1 contains 2861 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3939858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3939847 nChanged 9
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Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3939853.250000 Penalty: 4944.133301
	Iteration 159Q: 3 clusters Score -3939853 nChanged 7
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Mstep: Class 1 contains 2842 members 
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	Iteration 160F: 3 clusters Score -3939852 nChanged 4
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Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3939850 nChanged 5
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Mstep: Class 1 contains 2835 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3939854 nChanged 5
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Mstep: Class 1 contains 2832 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3939854 nChanged 2
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Mstep: Class 1 contains 2832 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3939852 nChanged 1
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Mstep: Class 1 contains 2831 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3939857 nChanged 2
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Mstep: Class 1 contains 2829 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3939860 nChanged 2
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Mstep: Class 1 contains 2827 members 
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Entering Unmasked Estep 
Score: -3939861.500000 Penalty: 4944.133301
	Iteration 167Q: 3 clusters Score -3939862 nChanged 2
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Mstep: Class 1 contains 2825 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3939861 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3939864.000000 Penalty: 4944.133301
	Iteration 169Q: 3 clusters Score -3939864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3939867.500000 Penalty: 4944.133301
	Iteration 170Q: 3 clusters Score -3939868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3939871.250000 Penalty: 4944.133301
	Iteration 171Q: 3 clusters Score -3939871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3939867.250000 Penalty: 4944.133301
	Iteration 172Q: 3 clusters Score -3939867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3939868.250000 Penalty: 4944.133301
	Iteration 173Q: 3 clusters Score -3939868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3939869.250000 Penalty: 4944.133301
	Iteration 174Q: 3 clusters Score -3939869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3939866.750000 Penalty: 4944.133301
	Iteration 175Q: 3 clusters Score -3939867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3939864.250000 Penalty: 4944.133301
	Iteration 176Q: 3 clusters Score -3939864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3939867.750000 Penalty: 4944.133301
	Iteration 177Q: 3 clusters Score -3939868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3939868.750000 Penalty: 4944.133301
	Iteration 178Q: 3 clusters Score -3939869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3939871.500000 Penalty: 4944.133301
	Iteration 179Q: 3 clusters Score -3939872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3939873.750000 Penalty: 4944.133301
	Iteration 180F: 3 clusters Score -3939874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3939872.000000 Penalty: 4944.133301
	Iteration 181Q: 3 clusters Score -3939872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -3939871.750000 Penalty: 4944.133301
	Iteration 182Q: 3 clusters Score -3939872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -3939871.750000 Penalty: 4944.133301
	Iteration 183F: 3 clusters Score -3939872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121426.257812 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -121426.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -119674.914062 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -119674.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -119963.351562 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -119963.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -120067.187500 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -120067.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120161.382812 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -120161.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -120283.484375 Penalty: 3324.781250
	Iteration 4Q: 3 clusters Score -120283.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -120453.078125 Penalty: 3324.781250
	Iteration 5F: 3 clusters Score -120453.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -120732.101562 Penalty: 3324.781250
	Iteration 6F: 3 clusters Score -120732.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -120900.070312 Penalty: 3324.781250
	Iteration 7F: 3 clusters Score -120900.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -121068.445312 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -121068.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -121171.156250 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -121171.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121274.617188 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -121274.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121310.570312 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -121310.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121335.625000 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -121335.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121354.828125 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -121354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121357.351562 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -121357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -121358.500000 Penalty: 3324.781250
	Iteration 15Q: 3 clusters Score -121358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -121358.500000 Penalty: 3324.781250
	Iteration 16F: 3 clusters Score -121358.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Entering Unmasked Estep 
Score: -9183402.000000 Penalty: 2683.017334
	Iteration 0F: 2 clusters Score -9183402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -9150460.000000 Penalty: 5366.034668
	Iteration 0F: 3 clusters Score -9150460 nChanged 22932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -9162871.000000 Penalty: 5366.034668
	Iteration 1F: 3 clusters Score -9162871 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -9163267.000000 Penalty: 5366.034668
	Iteration 2Q: 3 clusters Score -9163267 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -9163600.000000 Penalty: 5366.034668
	Iteration 3Q: 3 clusters Score -9163600 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -9163867.000000 Penalty: 5366.034668
	Iteration 4Q: 3 clusters Score -9163867 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -9164137.000000 Penalty: 5366.034668
	Iteration 5Q: 3 clusters Score -9164137 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -9164406.000000 Penalty: 5366.034668
	Iteration 6Q: 3 clusters Score -9164406 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -9164620.000000 Penalty: 5366.034668
	Iteration 7Q: 3 clusters Score -9164620 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -9164996.000000 Penalty: 5366.034668
	Iteration 8Q: 3 clusters Score -9164996 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -9165412.000000 Penalty: 5366.034668
	Iteration 9Q: 3 clusters Score -9165412 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -9165999.000000 Penalty: 5366.034668
	Iteration 10Q: 3 clusters Score -9165999 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -9167017.000000 Penalty: 5366.034668
	Iteration 11Q: 3 clusters Score -9167017 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -9168556.000000 Penalty: 5366.034668
	Iteration 12Q: 3 clusters Score -9168556 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -9170695.000000 Penalty: 5366.034668
	Iteration 13F: 3 clusters Score -9170695 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -9173044.000000 Penalty: 5366.034668
	Iteration 14F: 3 clusters Score -9173044 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -9174993.000000 Penalty: 5366.034668
	Iteration 15F: 3 clusters Score -9174993 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -9176289.000000 Penalty: 5366.034668
	Iteration 16Q: 3 clusters Score -9176289 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -9177033.000000 Penalty: 5366.034668
	Iteration 17Q: 3 clusters Score -9177033 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -9177537.000000 Penalty: 5366.034668
	Iteration 18Q: 3 clusters Score -9177537 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9177916.000000 Penalty: 5366.034668
	Iteration 19Q: 3 clusters Score -9177916 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -9178332.000000 Penalty: 5366.034668
	Iteration 20F: 3 clusters Score -9178332 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -9178740.000000 Penalty: 5366.034668
	Iteration 21Q: 3 clusters Score -9178740 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -9179123.000000 Penalty: 5366.034668
	Iteration 22Q: 3 clusters Score -9179123 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -9179435.000000 Penalty: 5366.034668
	Iteration 23Q: 3 clusters Score -9179435 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -9179765.000000 Penalty: 5366.034668
	Iteration 24Q: 3 clusters Score -9179765 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -9180008.000000 Penalty: 5366.034668
	Iteration 25Q: 3 clusters Score -9180008 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -9180172.000000 Penalty: 5366.034668
	Iteration 26Q: 3 clusters Score -9180172 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -9180313.000000 Penalty: 5366.034668
	Iteration 27Q: 3 clusters Score -9180313 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -9180427.000000 Penalty: 5366.034668
	Iteration 28Q: 3 clusters Score -9180427 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -9180532.000000 Penalty: 5366.034668
	Iteration 29Q: 3 clusters Score -9180532 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -9180617.000000 Penalty: 5366.034668
	Iteration 30Q: 3 clusters Score -9180617 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -9180683.000000 Penalty: 5366.034668
	Iteration 31Q: 3 clusters Score -9180683 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -9180718.000000 Penalty: 5366.034668
	Iteration 32Q: 3 clusters Score -9180718 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -9180799.000000 Penalty: 5366.034668
	Iteration 33Q: 3 clusters Score -9180799 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -9180843.000000 Penalty: 5366.034668
	Iteration 34Q: 3 clusters Score -9180843 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -9180872.000000 Penalty: 5366.034668
	Iteration 35Q: 3 clusters Score -9180872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -9180908.000000 Penalty: 5366.034668
	Iteration 36Q: 3 clusters Score -9180908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -9180912.000000 Penalty: 5366.034668
	Iteration 37Q: 3 clusters Score -9180912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -9180928.000000 Penalty: 5366.034668
	Iteration 38Q: 3 clusters Score -9180928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -9180946.000000 Penalty: 5366.034668
	Iteration 39Q: 3 clusters Score -9180946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -9180964.000000 Penalty: 5366.034668
	Iteration 40F: 3 clusters Score -9180964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -9180991.000000 Penalty: 5366.034668
	Iteration 41Q: 3 clusters Score -9180991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -9180991.000000 Penalty: 5366.034668
	Iteration 42Q: 3 clusters Score -9180991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -9181009.000000 Penalty: 5366.034668
	Iteration 43Q: 3 clusters Score -9181009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -9181013.000000 Penalty: 5366.034668
	Iteration 44Q: 3 clusters Score -9181013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -9181021.000000 Penalty: 5366.034668
	Iteration 45Q: 3 clusters Score -9181021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -9181024.000000 Penalty: 5366.034668
	Iteration 46Q: 3 clusters Score -9181024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -9181030.000000 Penalty: 5366.034668
	Iteration 47Q: 3 clusters Score -9181030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -9181022.000000 Penalty: 5366.034668
	Iteration 48Q: 3 clusters Score -9181022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -9181022.000000 Penalty: 5366.034668
	Iteration 49Q: 3 clusters Score -9181022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -9181032.000000 Penalty: 5366.034668
	Iteration 50Q: 3 clusters Score -9181032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -9181030.000000 Penalty: 5366.034668
	Iteration 51Q: 3 clusters Score -9181030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -9181035.000000 Penalty: 5366.034668
	Iteration 52Q: 3 clusters Score -9181035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -9181044.000000 Penalty: 5366.034668
	Iteration 53Q: 3 clusters Score -9181044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -9181045.000000 Penalty: 5366.034668
	Iteration 54Q: 3 clusters Score -9181045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -9181042.000000 Penalty: 5366.034668
	Iteration 55Q: 3 clusters Score -9181042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -9181042.000000 Penalty: 5366.034668
	Iteration 56Q: 3 clusters Score -9181042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -9181043.000000 Penalty: 5366.034668
	Iteration 57Q: 3 clusters Score -9181043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -9181042.000000 Penalty: 5366.034668
	Iteration 58Q: 3 clusters Score -9181042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -9181037.000000 Penalty: 5366.034668
	Iteration 59Q: 3 clusters Score -9181037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -9181037.000000 Penalty: 5366.034668
	Iteration 60F: 3 clusters Score -9181037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -194331.953125 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -194332 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 586 members 
Entering Unmasked Estep 
Score: -192330.484375 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -192330.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -192757.515625 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -192757.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -192914.312500 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -192914.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -192980.718750 Penalty: 3478.009277
	Iteration 3Q: 3 clusters Score -192980.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -193041.468750 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -193041.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -193086.187500 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -193086.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -193108.750000 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -193108.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -193139.781250 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -193139.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -193163.296875 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -193163.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -193181.843750 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -193181.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -193197.687500 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -193197.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -193209.312500 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -193209.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -193217.500000 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -193217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -193218.562500 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -193218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -193223.000000 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -193223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -193228.906250 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -193228.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -193238.015625 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -193238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -193245.453125 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -193245.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -193253.062500 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -193253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -193256.781250 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -193256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -193261.156250 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -193261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -193262.937500 Penalty: 3478.009277
	Iteration 21Q: 3 clusters Score -193262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -193262.937500 Penalty: 3478.009277
	Iteration 22F: 3 clusters Score -193262.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Entering Unmasked Estep 
Score: -9531594.000000 Penalty: 2687.607422
	Iteration 0F: 2 clusters Score -9531594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -9499667.000000 Penalty: 5375.214844
	Iteration 0F: 3 clusters Score -9499667 nChanged 23593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -9512753.000000 Penalty: 5375.214844
	Iteration 1F: 3 clusters Score -9512753 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -9513456.000000 Penalty: 5375.214844
	Iteration 2Q: 3 clusters Score -9513456 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -9514010.000000 Penalty: 5375.214844
	Iteration 3Q: 3 clusters Score -9514010 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -9514571.000000 Penalty: 5375.214844
	Iteration 4Q: 3 clusters Score -9514571 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -9515344.000000 Penalty: 5375.214844
	Iteration 5Q: 3 clusters Score -9515344 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -9516368.000000 Penalty: 5375.214844
	Iteration 6Q: 3 clusters Score -9516368 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -9517944.000000 Penalty: 5375.214844
	Iteration 7F: 3 clusters Score -9517944 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -9520154.000000 Penalty: 5375.214844
	Iteration 8F: 3 clusters Score -9520154 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -9522831.000000 Penalty: 5375.214844
	Iteration 9F: 3 clusters Score -9522831 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -9526007.000000 Penalty: 5375.214844
	Iteration 10F: 3 clusters Score -9526007 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -9527907.000000 Penalty: 5375.214844
	Iteration 11F: 3 clusters Score -9527907 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -9528641.000000 Penalty: 5375.214844
	Iteration 12Q: 3 clusters Score -9528641 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -9528980.000000 Penalty: 5375.214844
	Iteration 13Q: 3 clusters Score -9528980 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -9529096.000000 Penalty: 5375.214844
	Iteration 14Q: 3 clusters Score -9529096 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -9529182.000000 Penalty: 5375.214844
	Iteration 15Q: 3 clusters Score -9529182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -9529214.000000 Penalty: 5375.214844
	Iteration 16Q: 3 clusters Score -9529214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -9529230.000000 Penalty: 5375.214844
	Iteration 17Q: 3 clusters Score -9529230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -9529240.000000 Penalty: 5375.214844
	Iteration 18Q: 3 clusters Score -9529240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -9529251.000000 Penalty: 5375.214844
	Iteration 19Q: 3 clusters Score -9529251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -9529258.000000 Penalty: 5375.214844
	Iteration 20F: 3 clusters Score -9529258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -9529269.000000 Penalty: 5375.214844
	Iteration 21Q: 3 clusters Score -9529269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -9529260.000000 Penalty: 5375.214844
	Iteration 22Q: 3 clusters Score -9529260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -9529267.000000 Penalty: 5375.214844
	Iteration 23Q: 3 clusters Score -9529267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -9529264.000000 Penalty: 5375.214844
	Iteration 24Q: 3 clusters Score -9529264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -9529281.000000 Penalty: 5375.214844
	Iteration 25Q: 3 clusters Score -9529281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -9529277.000000 Penalty: 5375.214844
	Iteration 26Q: 3 clusters Score -9529277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -9529277.000000 Penalty: 5375.214844
	Iteration 27F: 3 clusters Score -9529277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -926423.000000 Penalty: 2112.114990
	Iteration 0F: 2 clusters Score -926423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -921853.125000 Penalty: 4224.229980
	Iteration 0F: 3 clusters Score -921853.1 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -922888.312500 Penalty: 4224.229980
	Iteration 1F: 3 clusters Score -922888.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -923078.187500 Penalty: 4224.229980
	Iteration 2F: 3 clusters Score -923078.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -923190.500000 Penalty: 4224.229980
	Iteration 3Q: 3 clusters Score -923190.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -923258.000000 Penalty: 4224.229980
	Iteration 4Q: 3 clusters Score -923258 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -923302.312500 Penalty: 4224.229980
	Iteration 5Q: 3 clusters Score -923302.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -923336.687500 Penalty: 4224.229980
	Iteration 6Q: 3 clusters Score -923336.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -923372.687500 Penalty: 4224.229980
	Iteration 7Q: 3 clusters Score -923372.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -923394.750000 Penalty: 4224.229980
	Iteration 8Q: 3 clusters Score -923394.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -923413.875000 Penalty: 4224.229980
	Iteration 9Q: 3 clusters Score -923413.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -923432.625000 Penalty: 4224.229980
	Iteration 10Q: 3 clusters Score -923432.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -923452.250000 Penalty: 4224.229980
	Iteration 11Q: 3 clusters Score -923452.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -923471.062500 Penalty: 4224.229980
	Iteration 12Q: 3 clusters Score -923471.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -923482.062500 Penalty: 4224.229980
	Iteration 13Q: 3 clusters Score -923482.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -923497.750000 Penalty: 4224.229980
	Iteration 14Q: 3 clusters Score -923497.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -923516.937500 Penalty: 4224.229980
	Iteration 15Q: 3 clusters Score -923516.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -923537.875000 Penalty: 4224.229980
	Iteration 16Q: 3 clusters Score -923537.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -923560.937500 Penalty: 4224.229980
	Iteration 17Q: 3 clusters Score -923560.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -923583.062500 Penalty: 4224.229980
	Iteration 18Q: 3 clusters Score -923583.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -923619.812500 Penalty: 4224.229980
	Iteration 19Q: 3 clusters Score -923619.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -923668.250000 Penalty: 4224.229980
	Iteration 20F: 3 clusters Score -923668.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -923737.750000 Penalty: 4224.229980
	Iteration 21Q: 3 clusters Score -923737.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -923803.812500 Penalty: 4224.229980
	Iteration 22Q: 3 clusters Score -923803.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -923890.625000 Penalty: 4224.229980
	Iteration 23Q: 3 clusters Score -923890.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -923986.875000 Penalty: 4224.229980
	Iteration 24Q: 3 clusters Score -923986.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -924085.625000 Penalty: 4224.229980
	Iteration 25Q: 3 clusters Score -924085.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -924188.062500 Penalty: 4224.229980
	Iteration 26Q: 3 clusters Score -924188.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -924279.875000 Penalty: 4224.229980
	Iteration 27Q: 3 clusters Score -924279.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -924365.750000 Penalty: 4224.229980
	Iteration 28Q: 3 clusters Score -924365.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -924438.937500 Penalty: 4224.229980
	Iteration 29Q: 3 clusters Score -924438.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -924518.875000 Penalty: 4224.229980
	Iteration 30Q: 3 clusters Score -924518.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -924586.125000 Penalty: 4224.229980
	Iteration 31Q: 3 clusters Score -924586.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -924638.062500 Penalty: 4224.229980
	Iteration 32Q: 3 clusters Score -924638.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -924690.000000 Penalty: 4224.229980
	Iteration 33Q: 3 clusters Score -924690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -924728.062500 Penalty: 4224.229980
	Iteration 34Q: 3 clusters Score -924728.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -924777.250000 Penalty: 4224.229980
	Iteration 35Q: 3 clusters Score -924777.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -924817.812500 Penalty: 4224.229980
	Iteration 36Q: 3 clusters Score -924817.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -924855.500000 Penalty: 4224.229980
	Iteration 37Q: 3 clusters Score -924855.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -924883.812500 Penalty: 4224.229980
	Iteration 38Q: 3 clusters Score -924883.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -924901.687500 Penalty: 4224.229980
	Iteration 39Q: 3 clusters Score -924901.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -924919.375000 Penalty: 4224.229980
	Iteration 40F: 3 clusters Score -924919.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -924930.375000 Penalty: 4224.229980
	Iteration 41Q: 3 clusters Score -924930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -924937.375000 Penalty: 4224.229980
	Iteration 42Q: 3 clusters Score -924937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -924947.250000 Penalty: 4224.229980
	Iteration 43Q: 3 clusters Score -924947.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -924954.562500 Penalty: 4224.229980
	Iteration 44Q: 3 clusters Score -924954.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -924963.562500 Penalty: 4224.229980
	Iteration 45Q: 3 clusters Score -924963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -924964.375000 Penalty: 4224.229980
	Iteration 46Q: 3 clusters Score -924964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -924965.562500 Penalty: 4224.229980
	Iteration 47Q: 3 clusters Score -924965.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -924967.375000 Penalty: 4224.229980
	Iteration 48Q: 3 clusters Score -924967.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -924967.375000 Penalty: 4224.229980
	Iteration 49F: 3 clusters Score -924967.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -76683.515625 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -76683.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75225.828125 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -75225.83 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -75495.687500 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -75495.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -75678.265625 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -75678.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -75827.132812 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -75827.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -75957.773438 Penalty: 3096.142822
	Iteration 4F: 3 clusters Score -75957.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -76061.523438 Penalty: 3096.142822
	Iteration 5F: 3 clusters Score -76061.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -76129.687500 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -76129.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -76192.609375 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -76192.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -76231.406250 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -76231.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -76268.742188 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -76268.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -76330.984375 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -76330.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -76376.093750 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -76376.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -76403.898438 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -76403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -76422.320312 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -76422.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -76430.875000 Penalty: 3096.142822
	Iteration 14F: 3 clusters Score -76430.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -76452.593750 Penalty: 3096.142822
	Iteration 15Q: 3 clusters Score -76452.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -76457.960938 Penalty: 3096.142822
	Iteration 16Q: 3 clusters Score -76457.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -76463.140625 Penalty: 3096.142822
	Iteration 17Q: 3 clusters Score -76463.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -76466.781250 Penalty: 3096.142822
	Iteration 18Q: 3 clusters Score -76466.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -76466.781250 Penalty: 3096.142822
	Iteration 19F: 3 clusters Score -76466.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Entering Unmasked Estep 
Score: -8916516.000000 Penalty: 2672.875977
	Iteration 0F: 2 clusters Score -8916516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -8884859.000000 Penalty: 5345.751953
	Iteration 0F: 3 clusters Score -8884859 nChanged 22231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -8896968.000000 Penalty: 5345.751953
	Iteration 1F: 3 clusters Score -8896968 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -8897475.000000 Penalty: 5345.751953
	Iteration 2Q: 3 clusters Score -8897475 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -8897974.000000 Penalty: 5345.751953
	Iteration 3Q: 3 clusters Score -8897974 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -8898606.000000 Penalty: 5345.751953
	Iteration 4Q: 3 clusters Score -8898606 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -8899389.000000 Penalty: 5345.751953
	Iteration 5Q: 3 clusters Score -8899389 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -8900540.000000 Penalty: 5345.751953
	Iteration 6Q: 3 clusters Score -8900540 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -8902447.000000 Penalty: 5345.751953
	Iteration 7F: 3 clusters Score -8902447 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -8905109.000000 Penalty: 5345.751953
	Iteration 8F: 3 clusters Score -8905109 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -8908021.000000 Penalty: 5345.751953
	Iteration 9F: 3 clusters Score -8908021 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -8909925.000000 Penalty: 5345.751953
	Iteration 10F: 3 clusters Score -8909925 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -8910818.000000 Penalty: 5345.751953
	Iteration 11Q: 3 clusters Score -8910818 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8911301.000000 Penalty: 5345.751953
	Iteration 12Q: 3 clusters Score -8911301 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -8911781.000000 Penalty: 5345.751953
	Iteration 13Q: 3 clusters Score -8911781 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -8912111.000000 Penalty: 5345.751953
	Iteration 14Q: 3 clusters Score -8912111 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -8912369.000000 Penalty: 5345.751953
	Iteration 15Q: 3 clusters Score -8912369 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -8912551.000000 Penalty: 5345.751953
	Iteration 16Q: 3 clusters Score -8912551 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -8912638.000000 Penalty: 5345.751953
	Iteration 17Q: 3 clusters Score -8912638 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -8912755.000000 Penalty: 5345.751953
	Iteration 18Q: 3 clusters Score -8912755 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -8912816.000000 Penalty: 5345.751953
	Iteration 19Q: 3 clusters Score -8912816 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -8912855.000000 Penalty: 5345.751953
	Iteration 20F: 3 clusters Score -8912855 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -8912844.000000 Penalty: 5345.751953
	Iteration 21Q: 3 clusters Score -8912844 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -8912913.000000 Penalty: 5345.751953
	Iteration 22Q: 3 clusters Score -8912913 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -8912949.000000 Penalty: 5345.751953
	Iteration 23Q: 3 clusters Score -8912949 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -8912978.000000 Penalty: 5345.751953
	Iteration 24Q: 3 clusters Score -8912978 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -8913024.000000 Penalty: 5345.751953
	Iteration 25Q: 3 clusters Score -8913024 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -8913028.000000 Penalty: 5345.751953
	Iteration 26Q: 3 clusters Score -8913028 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -8913046.000000 Penalty: 5345.751953
	Iteration 27Q: 3 clusters Score -8913046 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -8913045.000000 Penalty: 5345.751953
	Iteration 28Q: 3 clusters Score -8913045 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -8913055.000000 Penalty: 5345.751953
	Iteration 29Q: 3 clusters Score -8913055 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -8913067.000000 Penalty: 5345.751953
	Iteration 30Q: 3 clusters Score -8913067 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -8913144.000000 Penalty: 5345.751953
	Iteration 31Q: 3 clusters Score -8913144 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -8913173.000000 Penalty: 5345.751953
	Iteration 32Q: 3 clusters Score -8913173 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -8913182.000000 Penalty: 5345.751953
	Iteration 33Q: 3 clusters Score -8913182 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -8913233.000000 Penalty: 5345.751953
	Iteration 34Q: 3 clusters Score -8913233 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -8913237.000000 Penalty: 5345.751953
	Iteration 35Q: 3 clusters Score -8913237 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -8913280.000000 Penalty: 5345.751953
	Iteration 36Q: 3 clusters Score -8913280 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -8913361.000000 Penalty: 5345.751953
	Iteration 37Q: 3 clusters Score -8913361 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -8913356.000000 Penalty: 5345.751953
	Iteration 38Q: 3 clusters Score -8913356 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -8913387.000000 Penalty: 5345.751953
	Iteration 39Q: 3 clusters Score -8913387 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -8913377.000000 Penalty: 5345.751953
	Iteration 40F: 3 clusters Score -8913377 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -8913402.000000 Penalty: 5345.751953
	Iteration 41Q: 3 clusters Score -8913402 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -8913438.000000 Penalty: 5345.751953
	Iteration 42Q: 3 clusters Score -8913438 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -8913455.000000 Penalty: 5345.751953
	Iteration 43Q: 3 clusters Score -8913455 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -8913466.000000 Penalty: 5345.751953
	Iteration 44Q: 3 clusters Score -8913466 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -8913484.000000 Penalty: 5345.751953
	Iteration 45Q: 3 clusters Score -8913484 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -8913493.000000 Penalty: 5345.751953
	Iteration 46Q: 3 clusters Score -8913493 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -8913501.000000 Penalty: 5345.751953
	Iteration 47Q: 3 clusters Score -8913501 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -8913537.000000 Penalty: 5345.751953
	Iteration 48Q: 3 clusters Score -8913537 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -8913583.000000 Penalty: 5345.751953
	Iteration 49Q: 3 clusters Score -8913583 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -8913584.000000 Penalty: 5345.751953
	Iteration 50Q: 3 clusters Score -8913584 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -8913592.000000 Penalty: 5345.751953
	Iteration 51Q: 3 clusters Score -8913592 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -8913621.000000 Penalty: 5345.751953
	Iteration 52Q: 3 clusters Score -8913621 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -8913618.000000 Penalty: 5345.751953
	Iteration 53Q: 3 clusters Score -8913618 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -8913649.000000 Penalty: 5345.751953
	Iteration 54Q: 3 clusters Score -8913649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -8913654.000000 Penalty: 5345.751953
	Iteration 55Q: 3 clusters Score -8913654 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -8914115.000000 Penalty: 5345.751953
	Iteration 151Q: 3 clusters Score -8914115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -8914099.000000 Penalty: 5345.751953
	Iteration 152Q: 3 clusters Score -8914099 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -8914098.000000 Penalty: 5345.751953
	Iteration 153Q: 3 clusters Score -8914098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -8914109.000000 Penalty: 5345.751953
	Iteration 154Q: 3 clusters Score -8914109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -8914126.000000 Penalty: 5345.751953
	Iteration 155Q: 3 clusters Score -8914126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -8914118.000000 Penalty: 5345.751953
	Iteration 156Q: 3 clusters Score -8914118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -8914129.000000 Penalty: 5345.751953
	Iteration 157Q: 3 clusters Score -8914129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -8914124.000000 Penalty: 5345.751953
	Iteration 158Q: 3 clusters Score -8914124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -8914135.000000 Penalty: 5345.751953
	Iteration 159Q: 3 clusters Score -8914135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -8914136.000000 Penalty: 5345.751953
	Iteration 160F: 3 clusters Score -8914136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -8914140.000000 Penalty: 5345.751953
	Iteration 161Q: 3 clusters Score -8914140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -8914151.000000 Penalty: 5345.751953
	Iteration 162Q: 3 clusters Score -8914151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -8914124.000000 Penalty: 5345.751953
	Iteration 163Q: 3 clusters Score -8914124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -8914130.000000 Penalty: 5345.751953
	Iteration 164Q: 3 clusters Score -8914130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -8914126.000000 Penalty: 5345.751953
	Iteration 165Q: 3 clusters Score -8914126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -8914138.000000 Penalty: 5345.751953
	Iteration 166Q: 3 clusters Score -8914138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -8914154.000000 Penalty: 5345.751953
	Iteration 167Q: 3 clusters Score -8914154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -8914149.000000 Penalty: 5345.751953
	Iteration 168Q: 3 clusters Score -8914149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -8914144.000000 Penalty: 5345.751953
	Iteration 169Q: 3 clusters Score -8914144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -8914169.000000 Penalty: 5345.751953
	Iteration 170Q: 3 clusters Score -8914169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -8914163.000000 Penalty: 5345.751953
	Iteration 171Q: 3 clusters Score -8914163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -8914173.000000 Penalty: 5345.751953
	Iteration 172Q: 3 clusters Score -8914173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -8914184.000000 Penalty: 5345.751953
	Iteration 173Q: 3 clusters Score -8914184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -8914185.000000 Penalty: 5345.751953
	Iteration 174Q: 3 clusters Score -8914185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -8914185.000000 Penalty: 5345.751953
	Iteration 175Q: 3 clusters Score -8914185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -8914169.000000 Penalty: 5345.751953
	Iteration 176Q: 3 clusters Score -8914169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -8914174.000000 Penalty: 5345.751953
	Iteration 177Q: 3 clusters Score -8914174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -8914180.000000 Penalty: 5345.751953
	Iteration 178Q: 3 clusters Score -8914180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -8914188.000000 Penalty: 5345.751953
	Iteration 179Q: 3 clusters Score -8914188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -8914180.000000 Penalty: 5345.751953
	Iteration 180F: 3 clusters Score -8914180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -8914193.000000 Penalty: 5345.751953
	Iteration 181Q: 3 clusters Score -8914193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -8914206.000000 Penalty: 5345.751953
	Iteration 182Q: 3 clusters Score -8914206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -8914192.000000 Penalty: 5345.751953
	Iteration 183Q: 3 clusters Score -8914192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -8914207.000000 Penalty: 5345.751953
	Iteration 184Q: 3 clusters Score -8914207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -8914202.000000 Penalty: 5345.751953
	Iteration 185Q: 3 clusters Score -8914202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -8914200.000000 Penalty: 5345.751953
	Iteration 186Q: 3 clusters Score -8914200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8914199.000000 Penalty: 5345.751953
	Iteration 187Q: 3 clusters Score -8914199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -8914204.000000 Penalty: 5345.751953
	Iteration 188Q: 3 clusters Score -8914204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -8914194.000000 Penalty: 5345.751953
	Iteration 189Q: 3 clusters Score -8914194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -8914193.000000 Penalty: 5345.751953
	Iteration 190Q: 3 clusters Score -8914193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -8914194.000000 Penalty: 5345.751953
	Iteration 191Q: 3 clusters Score -8914194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -8914194.000000 Penalty: 5345.751953
	Iteration 192F: 3 clusters Score -8914194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Entering Unmasked Estep 
Score: -9234772.000000 Penalty: 2681.682861
	Iteration 0F: 2 clusters Score -9234772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -9202379.000000 Penalty: 5363.365723
	Iteration 0F: 3 clusters Score -9202379 nChanged 22997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -9214909.000000 Penalty: 5363.365723
	Iteration 1F: 3 clusters Score -9214909 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -9215455.000000 Penalty: 5363.365723
	Iteration 2Q: 3 clusters Score -9215455 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -9215896.000000 Penalty: 5363.365723
	Iteration 3Q: 3 clusters Score -9215896 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -9216351.000000 Penalty: 5363.365723
	Iteration 4Q: 3 clusters Score -9216351 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -9216808.000000 Penalty: 5363.365723
	Iteration 5Q: 3 clusters Score -9216808 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -9217442.000000 Penalty: 5363.365723
	Iteration 6Q: 3 clusters Score -9217442 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -9218364.000000 Penalty: 5363.365723
	Iteration 7Q: 3 clusters Score -9218364 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -9219668.000000 Penalty: 5363.365723
	Iteration 8Q: 3 clusters Score -9219668 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -9221268.000000 Penalty: 5363.365723
	Iteration 9F: 3 clusters Score -9221268 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -9223366.000000 Penalty: 5363.365723
	Iteration 10F: 3 clusters Score -9223366 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -9225618.000000 Penalty: 5363.365723
	Iteration 11F: 3 clusters Score -9225618 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -9227385.000000 Penalty: 5363.365723
	Iteration 12Q: 3 clusters Score -9227385 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -9228564.000000 Penalty: 5363.365723
	Iteration 13Q: 3 clusters Score -9228564 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -9229423.000000 Penalty: 5363.365723
	Iteration 14Q: 3 clusters Score -9229423 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -9230194.000000 Penalty: 5363.365723
	Iteration 15Q: 3 clusters Score -9230194 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -9230867.000000 Penalty: 5363.365723
	Iteration 16Q: 3 clusters Score -9230867 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -9231449.000000 Penalty: 5363.365723
	Iteration 17Q: 3 clusters Score -9231449 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -9231801.000000 Penalty: 5363.365723
	Iteration 18Q: 3 clusters Score -9231801 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -9232122.000000 Penalty: 5363.365723
	Iteration 19Q: 3 clusters Score -9232122 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -9232319.000000 Penalty: 5363.365723
	Iteration 20F: 3 clusters Score -9232319 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -9232481.000000 Penalty: 5363.365723
	Iteration 21Q: 3 clusters Score -9232481 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -9232559.000000 Penalty: 5363.365723
	Iteration 22Q: 3 clusters Score -9232559 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -9232616.000000 Penalty: 5363.365723
	Iteration 23Q: 3 clusters Score -9232616 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -9232667.000000 Penalty: 5363.365723
	Iteration 24Q: 3 clusters Score -9232667 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -9232691.000000 Penalty: 5363.365723
	Iteration 25Q: 3 clusters Score -9232691 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -9232764.000000 Penalty: 5363.365723
	Iteration 26Q: 3 clusters Score -9232764 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -9232838.000000 Penalty: 5363.365723
	Iteration 27Q: 3 clusters Score -9232838 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -9232896.000000 Penalty: 5363.365723
	Iteration 28Q: 3 clusters Score -9232896 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -9232935.000000 Penalty: 5363.365723
	Iteration 29Q: 3 clusters Score -9232935 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -9232985.000000 Penalty: 5363.365723
	Iteration 30Q: 3 clusters Score -9232985 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -9233048.000000 Penalty: 5363.365723
	Iteration 31Q: 3 clusters Score -9233048 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -9233067.000000 Penalty: 5363.365723
	Iteration 32Q: 3 clusters Score -9233067 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -9233089.000000 Penalty: 5363.365723
	Iteration 33Q: 3 clusters Score -9233089 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -9233096.000000 Penalty: 5363.365723
	Iteration 34Q: 3 clusters Score -9233096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -9233110.000000 Penalty: 5363.365723
	Iteration 35Q: 3 clusters Score -9233110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -9233117.000000 Penalty: 5363.365723
	Iteration 36Q: 3 clusters Score -9233117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -9233130.000000 Penalty: 5363.365723
	Iteration 37Q: 3 clusters Score -9233130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -9233144.000000 Penalty: 5363.365723
	Iteration 38Q: 3 clusters Score -9233144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9233159.000000 Penalty: 5363.365723
	Iteration 39Q: 3 clusters Score -9233159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -9233181.000000 Penalty: 5363.365723
	Iteration 40F: 3 clusters Score -9233181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -9233178.000000 Penalty: 5363.365723
	Iteration 41Q: 3 clusters Score -9233178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -9233185.000000 Penalty: 5363.365723
	Iteration 42Q: 3 clusters Score -9233185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -9233176.000000 Penalty: 5363.365723
	Iteration 43Q: 3 clusters Score -9233176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -9233195.000000 Penalty: 5363.365723
	Iteration 44Q: 3 clusters Score -9233195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -9233195.000000 Penalty: 5363.365723
	Iteration 45Q: 3 clusters Score -9233195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -9233179.000000 Penalty: 5363.365723
	Iteration 46Q: 3 clusters Score -9233179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -9233184.000000 Penalty: 5363.365723
	Iteration 47Q: 3 clusters Score -9233184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -9233188.000000 Penalty: 5363.365723
	Iteration 48Q: 3 clusters Score -9233188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -9233187.000000 Penalty: 5363.365723
	Iteration 49Q: 3 clusters Score -9233187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -9233174.000000 Penalty: 5363.365723
	Iteration 50Q: 3 clusters Score -9233174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -9233177.000000 Penalty: 5363.365723
	Iteration 51Q: 3 clusters Score -9233177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -9233178.000000 Penalty: 5363.365723
	Iteration 52Q: 3 clusters Score -9233178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -9233180.000000 Penalty: 5363.365723
	Iteration 53Q: 3 clusters Score -9233180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -9233180.000000 Penalty: 5363.365723
	Iteration 54Q: 3 clusters Score -9233180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -9233180.000000 Penalty: 5363.365723
	Iteration 55F: 3 clusters Score -9233180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Entering Unmasked Estep 
Score: -3884140.750000 Penalty: 2463.972656
	Iteration 0F: 2 clusters Score -3884141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3869606.000000 Penalty: 4927.945312
	Iteration 0F: 3 clusters Score -3869606 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3874408.750000 Penalty: 4927.945312
	Iteration 1F: 3 clusters Score -3874409 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3874769.250000 Penalty: 4927.945312
	Iteration 2F: 3 clusters Score -3874769 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3875046.000000 Penalty: 4927.945312
	Iteration 3Q: 3 clusters Score -3875046 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3875245.750000 Penalty: 4927.945312
	Iteration 4Q: 3 clusters Score -3875246 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3875387.250000 Penalty: 4927.945312
	Iteration 5Q: 3 clusters Score -3875387 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3875507.000000 Penalty: 4927.945312
	Iteration 6Q: 3 clusters Score -3875507 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3875656.750000 Penalty: 4927.945312
	Iteration 7Q: 3 clusters Score -3875657 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3875783.750000 Penalty: 4927.945312
	Iteration 8Q: 3 clusters Score -3875784 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3875897.000000 Penalty: 4927.945312
	Iteration 9Q: 3 clusters Score -3875897 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3876033.500000 Penalty: 4927.945312
	Iteration 10Q: 3 clusters Score -3876034 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3876197.000000 Penalty: 4927.945312
	Iteration 11Q: 3 clusters Score -3876197 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3876453.000000 Penalty: 4927.945312
	Iteration 12Q: 3 clusters Score -3876453 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3876806.500000 Penalty: 4927.945312
	Iteration 13Q: 3 clusters Score -3876806 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3877278.500000 Penalty: 4927.945312
	Iteration 14Q: 3 clusters Score -3877278 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3877947.500000 Penalty: 4927.945312
	Iteration 15F: 3 clusters Score -3877948 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3878816.750000 Penalty: 4927.945312
	Iteration 16F: 3 clusters Score -3878817 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3879676.250000 Penalty: 4927.945312
	Iteration 17F: 3 clusters Score -3879676 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3880422.500000 Penalty: 4927.945312
	Iteration 18Q: 3 clusters Score -3880422 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3880993.000000 Penalty: 4927.945312
	Iteration 19Q: 3 clusters Score -3880993 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3881363.000000 Penalty: 4927.945312
	Iteration 20F: 3 clusters Score -3881363 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3881590.000000 Penalty: 4927.945312
	Iteration 21Q: 3 clusters Score -3881590 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3881730.750000 Penalty: 4927.945312
	Iteration 22Q: 3 clusters Score -3881731 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3881804.250000 Penalty: 4927.945312
	Iteration 23Q: 3 clusters Score -3881804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3881849.000000 Penalty: 4927.945312
	Iteration 24Q: 3 clusters Score -3881849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3881869.250000 Penalty: 4927.945312
	Iteration 25Q: 3 clusters Score -3881869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3881888.000000 Penalty: 4927.945312
	Iteration 26Q: 3 clusters Score -3881888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3881903.500000 Penalty: 4927.945312
	Iteration 27Q: 3 clusters Score -3881904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3881910.500000 Penalty: 4927.945312
	Iteration 28Q: 3 clusters Score -3881910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3881919.250000 Penalty: 4927.945312
	Iteration 29Q: 3 clusters Score -3881919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3881921.250000 Penalty: 4927.945312
	Iteration 30Q: 3 clusters Score -3881921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3881917.750000 Penalty: 4927.945312
	Iteration 31Q: 3 clusters Score -3881918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3881924.750000 Penalty: 4927.945312
	Iteration 32Q: 3 clusters Score -3881925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3881927.750000 Penalty: 4927.945312
	Iteration 33Q: 3 clusters Score -3881928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3881935.500000 Penalty: 4927.945312
	Iteration 34Q: 3 clusters Score -3881936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3881942.000000 Penalty: 4927.945312
	Iteration 35Q: 3 clusters Score -3881942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3881946.250000 Penalty: 4927.945312
	Iteration 36Q: 3 clusters Score -3881946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3881948.750000 Penalty: 4927.945312
	Iteration 37Q: 3 clusters Score -3881949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3881954.250000 Penalty: 4927.945312
	Iteration 38Q: 3 clusters Score -3881954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3881953.000000 Penalty: 4927.945312
	Iteration 39Q: 3 clusters Score -3881953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3881951.750000 Penalty: 4927.945312
	Iteration 40F: 3 clusters Score -3881952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Entering Unmasked Estep 
Score: -7778800.000000 Penalty: 2639.148438
	Iteration 0F: 2 clusters Score -7778800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -7750552.000000 Penalty: 5278.296875
	Iteration 0F: 3 clusters Score -7750552 nChanged 19322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -7761255.000000 Penalty: 5278.296875
	Iteration 1F: 3 clusters Score -7761255 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -7761708.000000 Penalty: 5278.296875
	Iteration 2Q: 3 clusters Score -7761708 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -7762141.000000 Penalty: 5278.296875
	Iteration 3Q: 3 clusters Score -7762141 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -7762557.000000 Penalty: 5278.296875
	Iteration 4Q: 3 clusters Score -7762557 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -7762969.500000 Penalty: 5278.296875
	Iteration 5Q: 3 clusters Score -7762970 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -7763547.500000 Penalty: 5278.296875
	Iteration 6Q: 3 clusters Score -7763548 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -7764251.000000 Penalty: 5278.296875
	Iteration 7Q: 3 clusters Score -7764251 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -7765297.000000 Penalty: 5278.296875
	Iteration 8Q: 3 clusters Score -7765297 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -7766832.500000 Penalty: 5278.296875
	Iteration 9F: 3 clusters Score -7766832 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -7769064.000000 Penalty: 5278.296875
	Iteration 10F: 3 clusters Score -7769064 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -7771667.500000 Penalty: 5278.296875
	Iteration 11F: 3 clusters Score -7771668 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -7773820.000000 Penalty: 5278.296875
	Iteration 12F: 3 clusters Score -7773820 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -7775109.500000 Penalty: 5278.296875
	Iteration 13Q: 3 clusters Score -7775110 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -7775779.500000 Penalty: 5278.296875
	Iteration 14Q: 3 clusters Score -7775780 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -7776280.500000 Penalty: 5278.296875
	Iteration 15Q: 3 clusters Score -7776280 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -7776642.000000 Penalty: 5278.296875
	Iteration 16Q: 3 clusters Score -7776642 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -7776852.000000 Penalty: 5278.296875
	Iteration 17Q: 3 clusters Score -7776852 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -7776980.000000 Penalty: 5278.296875
	Iteration 18Q: 3 clusters Score -7776980 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -7777012.500000 Penalty: 5278.296875
	Iteration 19Q: 3 clusters Score -7777012 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -7777033.500000 Penalty: 5278.296875
	Iteration 20F: 3 clusters Score -7777034 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -7777055.500000 Penalty: 5278.296875
	Iteration 21Q: 3 clusters Score -7777056 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -7777044.500000 Penalty: 5278.296875
	Iteration 22Q: 3 clusters Score -7777044 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -7777050.500000 Penalty: 5278.296875
	Iteration 23Q: 3 clusters Score -7777050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -7777044.500000 Penalty: 5278.296875
	Iteration 24Q: 3 clusters Score -7777044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -7777046.000000 Penalty: 5278.296875
	Iteration 25Q: 3 clusters Score -7777046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -7777043.500000 Penalty: 5278.296875
	Iteration 26Q: 3 clusters Score -7777044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -7777041.500000 Penalty: 5278.296875
	Iteration 27Q: 3 clusters Score -7777042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -7777048.500000 Penalty: 5278.296875
	Iteration 28Q: 3 clusters Score -7777048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -7777054.000000 Penalty: 5278.296875
	Iteration 29Q: 3 clusters Score -7777054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -7777056.000000 Penalty: 5278.296875
	Iteration 30Q: 3 clusters Score -7777056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -7777050.500000 Penalty: 5278.296875
	Iteration 31Q: 3 clusters Score -7777050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -7777055.500000 Penalty: 5278.296875
	Iteration 32Q: 3 clusters Score -7777056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -7777057.500000 Penalty: 5278.296875
	Iteration 33Q: 3 clusters Score -7777058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -7777054.000000 Penalty: 5278.296875
	Iteration 34Q: 3 clusters Score -7777054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -7777055.500000 Penalty: 5278.296875
	Iteration 35Q: 3 clusters Score -7777056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -7777054.000000 Penalty: 5278.296875
	Iteration 36Q: 3 clusters Score -7777054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -7777060.000000 Penalty: 5278.296875
	Iteration 37Q: 3 clusters Score -7777060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -7777059.500000 Penalty: 5278.296875
	Iteration 38Q: 3 clusters Score -7777060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -7777058.000000 Penalty: 5278.296875
	Iteration 39Q: 3 clusters Score -7777058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -7777052.500000 Penalty: 5278.296875
	Iteration 40F: 3 clusters Score -7777052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -7777053.000000 Penalty: 5278.296875
	Iteration 41Q: 3 clusters Score -7777053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -7777050.500000 Penalty: 5278.296875
	Iteration 42Q: 3 clusters Score -7777050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -7777054.000000 Penalty: 5278.296875
	Iteration 43Q: 3 clusters Score -7777054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -7777058.000000 Penalty: 5278.296875
	Iteration 44Q: 3 clusters Score -7777058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -7777060.500000 Penalty: 5278.296875
	Iteration 45Q: 3 clusters Score -7777060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -7777049.500000 Penalty: 5278.296875
	Iteration 46Q: 3 clusters Score -7777050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -7777056.500000 Penalty: 5278.296875
	Iteration 47Q: 3 clusters Score -7777056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -7777056.500000 Penalty: 5278.296875
	Iteration 48F: 3 clusters Score -7777056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1866045.375000 Penalty: 2285.623291
	Iteration 0F: 2 clusters Score -1866045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1858355.125000 Penalty: 4571.246582
	Iteration 0F: 3 clusters Score -1858355 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1860625.125000 Penalty: 4571.246582
	Iteration 1F: 3 clusters Score -1860625 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1861026.250000 Penalty: 4571.246582
	Iteration 2F: 3 clusters Score -1861026 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1861432.875000 Penalty: 4571.246582
	Iteration 3F: 3 clusters Score -1861433 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1861878.750000 Penalty: 4571.246582
	Iteration 4F: 3 clusters Score -1861879 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1862386.125000 Penalty: 4571.246582
	Iteration 5F: 3 clusters Score -1862386 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1862924.875000 Penalty: 4571.246582
	Iteration 6F: 3 clusters Score -1862925 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1863489.125000 Penalty: 4571.246582
	Iteration 7F: 3 clusters Score -1863489 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1863994.750000 Penalty: 4571.246582
	Iteration 8F: 3 clusters Score -1863995 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1864325.750000 Penalty: 4571.246582
	Iteration 9Q: 3 clusters Score -1864326 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1864477.375000 Penalty: 4571.246582
	Iteration 10Q: 3 clusters Score -1864477 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1864577.750000 Penalty: 4571.246582
	Iteration 11Q: 3 clusters Score -1864578 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1864652.500000 Penalty: 4571.246582
	Iteration 12Q: 3 clusters Score -1864652 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1864689.250000 Penalty: 4571.246582
	Iteration 13Q: 3 clusters Score -1864689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1864707.125000 Penalty: 4571.246582
	Iteration 14Q: 3 clusters Score -1864707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1864717.625000 Penalty: 4571.246582
	Iteration 15Q: 3 clusters Score -1864718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1864729.750000 Penalty: 4571.246582
	Iteration 16Q: 3 clusters Score -1864730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1864741.375000 Penalty: 4571.246582
	Iteration 17Q: 3 clusters Score -1864741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1864750.375000 Penalty: 4571.246582
	Iteration 18Q: 3 clusters Score -1864750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1864758.000000 Penalty: 4571.246582
	Iteration 19Q: 3 clusters Score -1864758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1864758.875000 Penalty: 4571.246582
	Iteration 20F: 3 clusters Score -1864759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1864761.625000 Penalty: 4571.246582
	Iteration 21Q: 3 clusters Score -1864762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1864761.125000 Penalty: 4571.246582
	Iteration 22Q: 3 clusters Score -1864761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1864765.125000 Penalty: 4571.246582
	Iteration 23Q: 3 clusters Score -1864765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1864765.375000 Penalty: 4571.246582
	Iteration 24Q: 3 clusters Score -1864765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1864772.375000 Penalty: 4571.246582
	Iteration 25Q: 3 clusters Score -1864772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1864773.875000 Penalty: 4571.246582
	Iteration 26Q: 3 clusters Score -1864774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1864772.875000 Penalty: 4571.246582
	Iteration 27Q: 3 clusters Score -1864773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1864773.875000 Penalty: 4571.246582
	Iteration 28Q: 3 clusters Score -1864774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1864772.375000 Penalty: 4571.246582
	Iteration 29Q: 3 clusters Score -1864772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1864777.375000 Penalty: 4571.246582
	Iteration 30Q: 3 clusters Score -1864777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1864777.375000 Penalty: 4571.246582
	Iteration 31F: 3 clusters Score -1864777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (49816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Entering Unmasked Estep 
Score: -9340947.000000 Penalty: 2682.390625
	Iteration 0F: 2 clusters Score -9340947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -9309063.000000 Penalty: 5364.781250
	Iteration 0F: 3 clusters Score -9309063 nChanged 23052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -9321857.000000 Penalty: 5364.781250
	Iteration 1F: 3 clusters Score -9321857 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -9322317.000000 Penalty: 5364.781250
	Iteration 2Q: 3 clusters Score -9322317 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -9322816.000000 Penalty: 5364.781250
	Iteration 3Q: 3 clusters Score -9322816 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -9323258.000000 Penalty: 5364.781250
	Iteration 4Q: 3 clusters Score -9323258 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -9323779.000000 Penalty: 5364.781250
	Iteration 5Q: 3 clusters Score -9323779 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -9324439.000000 Penalty: 5364.781250
	Iteration 6Q: 3 clusters Score -9324439 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -9325501.000000 Penalty: 5364.781250
	Iteration 7Q: 3 clusters Score -9325501 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -9326983.000000 Penalty: 5364.781250
	Iteration 8F: 3 clusters Score -9326983 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -9328962.000000 Penalty: 5364.781250
	Iteration 9F: 3 clusters Score -9328962 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -9331080.000000 Penalty: 5364.781250
	Iteration 10F: 3 clusters Score -9331080 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -9332928.000000 Penalty: 5364.781250
	Iteration 11F: 3 clusters Score -9332928 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -9334295.000000 Penalty: 5364.781250
	Iteration 12Q: 3 clusters Score -9334295 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -9335196.000000 Penalty: 5364.781250
	Iteration 13Q: 3 clusters Score -9335196 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -9335806.000000 Penalty: 5364.781250
	Iteration 14Q: 3 clusters Score -9335806 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -9336319.000000 Penalty: 5364.781250
	Iteration 15Q: 3 clusters Score -9336319 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -9336789.000000 Penalty: 5364.781250
	Iteration 16Q: 3 clusters Score -9336789 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -9337201.000000 Penalty: 5364.781250
	Iteration 17Q: 3 clusters Score -9337201 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -9337578.000000 Penalty: 5364.781250
	Iteration 18Q: 3 clusters Score -9337578 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9337846.000000 Penalty: 5364.781250
	Iteration 19Q: 3 clusters Score -9337846 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9338044.000000 Penalty: 5364.781250
	Iteration 20F: 3 clusters Score -9338044 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9338254.000000 Penalty: 5364.781250
	Iteration 21Q: 3 clusters Score -9338254 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9338303.000000 Penalty: 5364.781250
	Iteration 22Q: 3 clusters Score -9338303 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9338419.000000 Penalty: 5364.781250
	Iteration 23Q: 3 clusters Score -9338419 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9338479.000000 Penalty: 5364.781250
	Iteration 24Q: 3 clusters Score -9338479 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9338556.000000 Penalty: 5364.781250
	Iteration 25Q: 3 clusters Score -9338556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9338577.000000 Penalty: 5364.781250
	Iteration 26Q: 3 clusters Score -9338577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9338601.000000 Penalty: 5364.781250
	Iteration 27Q: 3 clusters Score -9338601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9338631.000000 Penalty: 5364.781250
	Iteration 28Q: 3 clusters Score -9338631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9338645.000000 Penalty: 5364.781250
	Iteration 29Q: 3 clusters Score -9338645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9338659.000000 Penalty: 5364.781250
	Iteration 30Q: 3 clusters Score -9338659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9338676.000000 Penalty: 5364.781250
	Iteration 31Q: 3 clusters Score -9338676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9338674.000000 Penalty: 5364.781250
	Iteration 32Q: 3 clusters Score -9338674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9338683.000000 Penalty: 5364.781250
	Iteration 33Q: 3 clusters Score -9338683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9338682.000000 Penalty: 5364.781250
	Iteration 34Q: 3 clusters Score -9338682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9338702.000000 Penalty: 5364.781250
	Iteration 35Q: 3 clusters Score -9338702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9338695.000000 Penalty: 5364.781250
	Iteration 36Q: 3 clusters Score -9338695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9338706.000000 Penalty: 5364.781250
	Iteration 37Q: 3 clusters Score -9338706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9338701.000000 Penalty: 5364.781250
	Iteration 38Q: 3 clusters Score -9338701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9338697.000000 Penalty: 5364.781250
	Iteration 39Q: 3 clusters Score -9338697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9338697.000000 Penalty: 5364.781250
	Iteration 40F: 3 clusters Score -9338697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48466 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12193 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54816 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5079 members 
Mstep: Class 10 contains 5126 members 
Mstep: Class 11 contains 42835 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52038 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21333 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49942 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50875 members 
Mstep: Class 21 contains 4997 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47941 members 
Mstep: Class 24 contains 49674 members 
Mstep: Class 25 contains 20648 members 
Mstep: Class 26 contains 41845 members 
Mstep: Class 27 contains 10059 members 
Mstep: Class 28 contains 49816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183856.000000 Penalty: 92417.976562
Iteration 279Q: 29 clusters Score -1.101839e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48478 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12189 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54844 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 5059 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 42790 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52027 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21315 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49954 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50888 members 
Mstep: Class 21 contains 4994 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47925 members 
Mstep: Class 24 contains 49718 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 41857 members 
Mstep: Class 27 contains 10065 members 
Mstep: Class 28 contains 49783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183792.000000 Penalty: 92417.976562
Iteration 280F: 29 clusters Score -1.101838e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48491 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12186 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54885 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 5034 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 42744 members 
Mstep: Class 12 contains 27308 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52016 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21296 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49963 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50889 members 
Mstep: Class 21 contains 4989 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47908 members 
Mstep: Class 24 contains 49753 members 
Mstep: Class 25 contains 20710 members 
Mstep: Class 26 contains 41898 members 
Mstep: Class 27 contains 10060 members 
Mstep: Class 28 contains 49752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183760.000000 Penalty: 92417.976562
Iteration 281Q: 29 clusters Score -1.101838e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48490 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12184 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54920 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 5022 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 42708 members 
Mstep: Class 12 contains 27311 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52025 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21285 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49953 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50852 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47911 members 
Mstep: Class 24 contains 49776 members 
Mstep: Class 25 contains 20753 members 
Mstep: Class 26 contains 41939 members 
Mstep: Class 27 contains 10056 members 
Mstep: Class 28 contains 49721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183808.000000 Penalty: 92417.976562
Iteration 282Q: 29 clusters Score -1.101838e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48495 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12179 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54953 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 42677 members 
Mstep: Class 12 contains 27316 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52050 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21254 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49954 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50788 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47902 members 
Mstep: Class 24 contains 49780 members 
Mstep: Class 25 contains 20795 members 
Mstep: Class 26 contains 41970 members 
Mstep: Class 27 contains 10055 members 
Mstep: Class 28 contains 49735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183608.000000 Penalty: 92417.976562
Iteration 283Q: 29 clusters Score -1.101836e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48472 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12170 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54977 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4992 members 
Mstep: Class 10 contains 5090 members 
Mstep: Class 11 contains 42662 members 
Mstep: Class 12 contains 27319 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52072 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21237 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49943 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50758 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47900 members 
Mstep: Class 24 contains 49777 members 
Mstep: Class 25 contains 20837 members 
Mstep: Class 26 contains 41988 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 49770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183536.000000 Penalty: 92417.976562
Iteration 284Q: 29 clusters Score -1.101835e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48458 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12177 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54991 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4981 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 27319 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52067 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21215 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49947 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50710 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47893 members 
Mstep: Class 24 contains 49768 members 
Mstep: Class 25 contains 20888 members 
Mstep: Class 26 contains 42017 members 
Mstep: Class 27 contains 10043 members 
Mstep: Class 28 contains 49816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183496.000000 Penalty: 92417.976562
Iteration 285Q: 29 clusters Score -1.101835e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48421 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12182 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 55010 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4962 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 42632 members 
Mstep: Class 12 contains 27321 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52059 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21213 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49940 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50668 members 
Mstep: Class 21 contains 4970 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47879 members 
Mstep: Class 24 contains 49775 members 
Mstep: Class 25 contains 20947 members 
Mstep: Class 26 contains 42049 members 
Mstep: Class 27 contains 10040 members 
Mstep: Class 28 contains 49860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183656.000000 Penalty: 92417.976562
Iteration 286Q: 29 clusters Score -1.101837e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48362 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12186 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 55046 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 42609 members 
Mstep: Class 12 contains 27326 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52029 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21200 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49920 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50664 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47875 members 
Mstep: Class 24 contains 49793 members 
Mstep: Class 25 contains 21012 members 
Mstep: Class 26 contains 42077 members 
Mstep: Class 27 contains 10035 members 
Mstep: Class 28 contains 49905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183576.000000 Penalty: 92417.976562
Iteration 287Q: 29 clusters Score -1.101836e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48343 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12180 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 55078 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4930 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 42572 members 
Mstep: Class 12 contains 27330 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52009 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21200 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49911 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50601 members 
Mstep: Class 21 contains 4959 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47862 members 
Mstep: Class 24 contains 49812 members 
Mstep: Class 25 contains 21065 members 
Mstep: Class 26 contains 42120 members 
Mstep: Class 27 contains 10037 members 
Mstep: Class 28 contains 49948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183656.000000 Penalty: 92417.976562
Iteration 288Q: 29 clusters Score -1.101837e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48296 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12168 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 55094 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4927 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 42539 members 
Mstep: Class 12 contains 27333 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51984 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21185 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49908 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50559 members 
Mstep: Class 21 contains 4954 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47854 members 
Mstep: Class 24 contains 49846 members 
Mstep: Class 25 contains 21122 members 
Mstep: Class 26 contains 42158 members 
Mstep: Class 27 contains 10041 members 
Mstep: Class 28 contains 49993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183656.000000 Penalty: 92417.976562
Iteration 289Q: 29 clusters Score -1.101837e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48253 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12159 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 55123 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4913 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 42508 members 
Mstep: Class 12 contains 27331 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51968 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49896 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 50521 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47851 members 
Mstep: Class 24 contains 49859 members 
Mstep: Class 25 contains 21168 members 
Mstep: Class 26 contains 42190 members 
Mstep: Class 27 contains 10041 members 
Mstep: Class 28 contains 50060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183656.000000 Penalty: 92417.976562
Iteration 290Q: 29 clusters Score -1.101837e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48205 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12164 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 55122 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4897 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 42489 members 
Mstep: Class 12 contains 27329 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51982 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21159 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49888 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50509 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47826 members 
Mstep: Class 24 contains 49861 members 
Mstep: Class 25 contains 21207 members 
Mstep: Class 26 contains 42229 members 
Mstep: Class 27 contains 10040 members 
Mstep: Class 28 contains 50116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183608.000000 Penalty: 92417.976562
Iteration 291Q: 29 clusters Score -1.101836e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48167 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12155 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 55084 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4883 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 42464 members 
Mstep: Class 12 contains 27329 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51990 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21151 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49886 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50525 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47799 members 
Mstep: Class 24 contains 49863 members 
Mstep: Class 25 contains 21255 members 
Mstep: Class 26 contains 42286 members 
Mstep: Class 27 contains 10040 members 
Mstep: Class 28 contains 50160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183504.000000 Penalty: 92417.976562
Iteration 292Q: 29 clusters Score -1.101835e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48134 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12148 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 55080 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4868 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 42442 members 
Mstep: Class 12 contains 27327 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51974 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21148 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49885 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50542 members 
Mstep: Class 21 contains 4949 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47776 members 
Mstep: Class 24 contains 49874 members 
Mstep: Class 25 contains 21293 members 
Mstep: Class 26 contains 42323 members 
Mstep: Class 27 contains 10039 members 
Mstep: Class 28 contains 50195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183584.000000 Penalty: 92417.976562
Iteration 293Q: 29 clusters Score -1.101836e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48108 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12148 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 55064 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 42424 members 
Mstep: Class 12 contains 27327 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51962 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21149 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49880 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50580 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 49872 members 
Mstep: Class 25 contains 21341 members 
Mstep: Class 26 contains 42357 members 
Mstep: Class 27 contains 10042 members 
Mstep: Class 28 contains 50203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183696.000000 Penalty: 92417.976562
Iteration 294Q: 29 clusters Score -1.101837e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48099 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12146 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 55030 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 42397 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51973 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21147 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49884 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50603 members 
Mstep: Class 21 contains 4955 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47738 members 
Mstep: Class 24 contains 49856 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 42387 members 
Mstep: Class 27 contains 10049 members 
Mstep: Class 28 contains 50217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183616.000000 Penalty: 92417.976562
Iteration 295Q: 29 clusters Score -1.101836e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48116 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12144 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 55006 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 42368 members 
Mstep: Class 12 contains 27318 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51975 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21139 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49890 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50613 members 
Mstep: Class 21 contains 4958 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47731 members 
Mstep: Class 24 contains 49860 members 
Mstep: Class 25 contains 21433 members 
Mstep: Class 26 contains 42419 members 
Mstep: Class 27 contains 10050 members 
Mstep: Class 28 contains 50198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183704.000000 Penalty: 92417.976562
Iteration 296Q: 29 clusters Score -1.101837e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48128 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12144 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54983 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 42341 members 
Mstep: Class 12 contains 27318 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51966 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21131 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49881 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50613 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47736 members 
Mstep: Class 24 contains 49877 members 
Mstep: Class 25 contains 21489 members 
Mstep: Class 26 contains 42434 members 
Mstep: Class 27 contains 10049 members 
Mstep: Class 28 contains 50190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183712.000000 Penalty: 92417.976562
Iteration 297Q: 29 clusters Score -1.101837e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48132 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12140 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54964 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4816 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 42317 members 
Mstep: Class 12 contains 27317 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51966 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21118 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49874 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50618 members 
Mstep: Class 21 contains 4979 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47739 members 
Mstep: Class 24 contains 49887 members 
Mstep: Class 25 contains 21550 members 
Mstep: Class 26 contains 42442 members 
Mstep: Class 27 contains 10051 members 
Mstep: Class 28 contains 50177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183848.000000 Penalty: 92417.976562
Iteration 298Q: 29 clusters Score -1.101838e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48138 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12132 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54950 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4815 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 42296 members 
Mstep: Class 12 contains 27317 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51963 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21106 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49867 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50614 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47741 members 
Mstep: Class 24 contains 49905 members 
Mstep: Class 25 contains 21611 members 
Mstep: Class 26 contains 42464 members 
Mstep: Class 27 contains 10052 members 
Mstep: Class 28 contains 50149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183680.000000 Penalty: 92417.976562
Iteration 299Q: 29 clusters Score -1.101837e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48136 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12130 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54929 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4809 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 42279 members 
Mstep: Class 12 contains 27314 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51969 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21096 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49864 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50643 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47732 members 
Mstep: Class 24 contains 49908 members 
Mstep: Class 25 contains 21668 members 
Mstep: Class 26 contains 42481 members 
Mstep: Class 27 contains 10053 members 
Mstep: Class 28 contains 50119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183544.000000 Penalty: 92417.976562
Iteration 300F: 29 clusters Score -1.101835e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48143 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12126 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54905 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 42266 members 
Mstep: Class 12 contains 27312 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51974 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21089 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49858 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50654 members 
Mstep: Class 21 contains 4988 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47719 members 
Mstep: Class 24 contains 49922 members 
Mstep: Class 25 contains 21731 members 
Mstep: Class 26 contains 42502 members 
Mstep: Class 27 contains 10052 members 
Mstep: Class 28 contains 50082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183704.000000 Penalty: 92417.976562
Iteration 301Q: 29 clusters Score -1.101837e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48152 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12124 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54884 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4790 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 42249 members 
Mstep: Class 12 contains 27311 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 51997 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21075 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49855 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50668 members 
Mstep: Class 21 contains 4996 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47710 members 
Mstep: Class 24 contains 49934 members 
Mstep: Class 25 contains 21786 members 
Mstep: Class 26 contains 42507 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 50040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183808.000000 Penalty: 92417.976562
Iteration 302Q: 29 clusters Score -1.101838e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48171 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12122 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54881 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4784 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 27308 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52013 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21066 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49845 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50669 members 
Mstep: Class 21 contains 4999 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47683 members 
Mstep: Class 24 contains 49946 members 
Mstep: Class 25 contains 21841 members 
Mstep: Class 26 contains 42513 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 50006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183736.000000 Penalty: 92417.976562
Iteration 303Q: 29 clusters Score -1.101837e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48185 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12121 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54863 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4779 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52032 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21061 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49842 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50683 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47653 members 
Mstep: Class 24 contains 49954 members 
Mstep: Class 25 contains 21919 members 
Mstep: Class 26 contains 42519 members 
Mstep: Class 27 contains 10044 members 
Mstep: Class 28 contains 49962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183640.000000 Penalty: 92417.976562
Iteration 304Q: 29 clusters Score -1.101836e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48182 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12119 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54860 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4774 members 
Mstep: Class 10 contains 4847 members 
Mstep: Class 11 contains 42172 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52046 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21063 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49846 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50692 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47633 members 
Mstep: Class 24 contains 49954 members 
Mstep: Class 25 contains 21984 members 
Mstep: Class 26 contains 42517 members 
Mstep: Class 27 contains 10039 members 
Mstep: Class 28 contains 49948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183728.000000 Penalty: 92417.976562
Iteration 305Q: 29 clusters Score -1.101837e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48186 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12120 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54834 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4770 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 42143 members 
Mstep: Class 12 contains 27308 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52064 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21060 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49843 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50680 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47637 members 
Mstep: Class 24 contains 49955 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 42525 members 
Mstep: Class 27 contains 10034 members 
Mstep: Class 28 contains 49934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183744.000000 Penalty: 92417.976562
Iteration 306Q: 29 clusters Score -1.101837e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48205 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12115 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54828 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4766 members 
Mstep: Class 10 contains 4835 members 
Mstep: Class 11 contains 42107 members 
Mstep: Class 12 contains 27308 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52094 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21058 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49829 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50647 members 
Mstep: Class 21 contains 5007 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47643 members 
Mstep: Class 24 contains 49965 members 
Mstep: Class 25 contains 22095 members 
Mstep: Class 26 contains 42519 members 
Mstep: Class 27 contains 10029 members 
Mstep: Class 28 contains 49934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183744.000000 Penalty: 92417.976562
Iteration 307Q: 29 clusters Score -1.101837e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48203 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12111 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54816 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4762 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 42074 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52122 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21039 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49827 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50631 members 
Mstep: Class 21 contains 5007 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47639 members 
Mstep: Class 24 contains 49968 members 
Mstep: Class 25 contains 22157 members 
Mstep: Class 26 contains 42506 members 
Mstep: Class 27 contains 10023 members 
Mstep: Class 28 contains 49958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183904.000000 Penalty: 92417.976562
Iteration 308Q: 29 clusters Score -1.101839e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48180 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12111 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54807 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4762 members 
Mstep: Class 10 contains 4826 members 
Mstep: Class 11 contains 42057 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52155 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21032 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49824 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50616 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47645 members 
Mstep: Class 24 contains 49950 members 
Mstep: Class 25 contains 22232 members 
Mstep: Class 26 contains 42493 members 
Mstep: Class 27 contains 10019 members 
Mstep: Class 28 contains 49968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183864.000000 Penalty: 92417.976562
Iteration 309Q: 29 clusters Score -1.101839e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48182 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12111 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54817 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4762 members 
Mstep: Class 10 contains 4819 members 
Mstep: Class 11 contains 42027 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52183 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21027 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49837 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50576 members 
Mstep: Class 21 contains 5006 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47639 members 
Mstep: Class 24 contains 49948 members 
Mstep: Class 25 contains 22276 members 
Mstep: Class 26 contains 42469 members 
Mstep: Class 27 contains 10017 members 
Mstep: Class 28 contains 49986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183936.000000 Penalty: 92417.976562
Iteration 310Q: 29 clusters Score -1.101839e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48176 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54826 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4756 members 
Mstep: Class 10 contains 4811 members 
Mstep: Class 11 contains 42001 members 
Mstep: Class 12 contains 27301 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52200 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21011 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49850 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50546 members 
Mstep: Class 21 contains 5007 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47637 members 
Mstep: Class 24 contains 49966 members 
Mstep: Class 25 contains 22317 members 
Mstep: Class 26 contains 42450 members 
Mstep: Class 27 contains 10008 members 
Mstep: Class 28 contains 50012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183824.000000 Penalty: 92417.976562
Iteration 311Q: 29 clusters Score -1.101838e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48141 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12106 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54838 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4753 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 41980 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52208 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49853 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50496 members 
Mstep: Class 21 contains 5007 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47638 members 
Mstep: Class 24 contains 49983 members 
Mstep: Class 25 contains 22348 members 
Mstep: Class 26 contains 42428 members 
Mstep: Class 27 contains 9999 members 
Mstep: Class 28 contains 50096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183848.000000 Penalty: 92417.976562
Iteration 312Q: 29 clusters Score -1.101838e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48081 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12110 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54836 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4744 members 
Mstep: Class 10 contains 4792 members 
Mstep: Class 11 contains 41944 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52225 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21002 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49863 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50499 members 
Mstep: Class 21 contains 5006 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47639 members 
Mstep: Class 24 contains 49977 members 
Mstep: Class 25 contains 22367 members 
Mstep: Class 26 contains 42407 members 
Mstep: Class 27 contains 9994 members 
Mstep: Class 28 contains 50196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183736.000000 Penalty: 92417.976562
Iteration 313Q: 29 clusters Score -1.101837e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48033 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12101 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54836 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 41913 members 
Mstep: Class 12 contains 27305 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52232 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49860 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50520 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47639 members 
Mstep: Class 24 contains 49976 members 
Mstep: Class 25 contains 22399 members 
Mstep: Class 26 contains 42382 members 
Mstep: Class 27 contains 9993 members 
Mstep: Class 28 contains 50259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183760.000000 Penalty: 92417.976562
Iteration 314Q: 29 clusters Score -1.101838e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48034 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12096 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54838 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4737 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 41876 members 
Mstep: Class 12 contains 27309 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52226 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49851 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50553 members 
Mstep: Class 21 contains 5001 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47642 members 
Mstep: Class 24 contains 49964 members 
Mstep: Class 25 contains 22451 members 
Mstep: Class 26 contains 42352 members 
Mstep: Class 27 contains 9989 members 
Mstep: Class 28 contains 50283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183688.000000 Penalty: 92417.976562
Iteration 315Q: 29 clusters Score -1.101837e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48030 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12085 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54843 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4737 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 41837 members 
Mstep: Class 12 contains 27312 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52256 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21008 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49851 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50547 members 
Mstep: Class 21 contains 4996 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47658 members 
Mstep: Class 24 contains 49954 members 
Mstep: Class 25 contains 22495 members 
Mstep: Class 26 contains 42317 members 
Mstep: Class 27 contains 9985 members 
Mstep: Class 28 contains 50308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183656.000000 Penalty: 92417.976562
Iteration 316Q: 29 clusters Score -1.101837e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48029 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54840 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4737 members 
Mstep: Class 10 contains 4760 members 
Mstep: Class 11 contains 41804 members 
Mstep: Class 12 contains 27311 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52260 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21009 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49873 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50539 members 
Mstep: Class 21 contains 4992 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47661 members 
Mstep: Class 24 contains 49946 members 
Mstep: Class 25 contains 22544 members 
Mstep: Class 26 contains 42302 members 
Mstep: Class 27 contains 9982 members 
Mstep: Class 28 contains 50318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183664.000000 Penalty: 92417.976562
Iteration 317Q: 29 clusters Score -1.101837e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48032 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12089 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54831 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4727 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 41777 members 
Mstep: Class 12 contains 27310 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52283 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21012 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49878 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50505 members 
Mstep: Class 21 contains 4992 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47668 members 
Mstep: Class 24 contains 49935 members 
Mstep: Class 25 contains 22583 members 
Mstep: Class 26 contains 42284 members 
Mstep: Class 27 contains 9979 members 
Mstep: Class 28 contains 50347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183824.000000 Penalty: 92417.976562
Iteration 318Q: 29 clusters Score -1.101838e+08 nChanged 534
Entering ConstructFrom: 
Score: -110183824.000000 Penalty: 92417.976562
Entering ConstructFrom: 
Trying to split cluster 1 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -105481.750000 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -105481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103924.703125 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -103924.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -104217.609375 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -104217.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -104363.015625 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -104363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -104484.734375 Penalty: 3181.887939
	Iteration 3Q: 3 clusters Score -104484.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104591.687500 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -104591.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104738.359375 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -104738.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104834.195312 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -104834.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104873.523438 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -104873.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104889.632812 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -104889.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104900.765625 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -104900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104907.125000 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -104907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104907.875000 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -104907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104907.875000 Penalty: 3181.887939
	Iteration 12F: 3 clusters Score -104907.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Entering Unmasked Estep 
Score: -8986889.000000 Penalty: 2673.351807
	Iteration 0F: 2 clusters Score -8986889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -8955637.000000 Penalty: 5346.703613
	Iteration 0F: 3 clusters Score -8955637 nChanged 22237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -8968037.000000 Penalty: 5346.703613
	Iteration 1F: 3 clusters Score -8968037 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -8968610.000000 Penalty: 5346.703613
	Iteration 2Q: 3 clusters Score -8968610 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -8969295.000000 Penalty: 5346.703613
	Iteration 3Q: 3 clusters Score -8969295 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -8970217.000000 Penalty: 5346.703613
	Iteration 4Q: 3 clusters Score -8970217 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -8971701.000000 Penalty: 5346.703613
	Iteration 5F: 3 clusters Score -8971701 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -8973983.000000 Penalty: 5346.703613
	Iteration 6F: 3 clusters Score -8973983 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -8976880.000000 Penalty: 5346.703613
	Iteration 7F: 3 clusters Score -8976880 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -8979764.000000 Penalty: 5346.703613
	Iteration 8F: 3 clusters Score -8979764 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8982238.000000 Penalty: 5346.703613
	Iteration 9F: 3 clusters Score -8982238 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8983687.000000 Penalty: 5346.703613
	Iteration 10Q: 3 clusters Score -8983687 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8984215.000000 Penalty: 5346.703613
	Iteration 11Q: 3 clusters Score -8984215 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8984379.000000 Penalty: 5346.703613
	Iteration 12Q: 3 clusters Score -8984379 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8984470.000000 Penalty: 5346.703613
	Iteration 13Q: 3 clusters Score -8984470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8984547.000000 Penalty: 5346.703613
	Iteration 14Q: 3 clusters Score -8984547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8984584.000000 Penalty: 5346.703613
	Iteration 15Q: 3 clusters Score -8984584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8984635.000000 Penalty: 5346.703613
	Iteration 16Q: 3 clusters Score -8984635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8984653.000000 Penalty: 5346.703613
	Iteration 17Q: 3 clusters Score -8984653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8984669.000000 Penalty: 5346.703613
	Iteration 18Q: 3 clusters Score -8984669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8984678.000000 Penalty: 5346.703613
	Iteration 19Q: 3 clusters Score -8984678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8984682.000000 Penalty: 5346.703613
	Iteration 20F: 3 clusters Score -8984682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8984700.000000 Penalty: 5346.703613
	Iteration 21Q: 3 clusters Score -8984700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8984701.000000 Penalty: 5346.703613
	Iteration 22Q: 3 clusters Score -8984701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8984699.000000 Penalty: 5346.703613
	Iteration 23Q: 3 clusters Score -8984699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8984699.000000 Penalty: 5346.703613
	Iteration 24F: 3 clusters Score -8984699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -91802.023438 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -91802.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90229.632812 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -90229.63 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90727.476562 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -90727.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90952.210938 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -90952.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -91051.171875 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -91051.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91121.656250 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -91121.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91168.273438 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -91168.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91217.382812 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -91217.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91283.000000 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -91283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91343.710938 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -91343.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91397.945312 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -91397.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91469.046875 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -91469.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91536.734375 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -91536.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -91594.445312 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -91594.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91669.226562 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -91669.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91708.375000 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -91708.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91736.195312 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -91736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91747.046875 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -91747.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91750.187500 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -91750.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -91752.070312 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -91752.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -91778.132812 Penalty: 3306.810547
	Iteration 19F: 3 clusters Score -91778.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91868.273438 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -91868.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91958.859375 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -91958.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92048.750000 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -92048.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92103.953125 Penalty: 3306.810547
	Iteration 23Q: 3 clusters Score -92103.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92144.304688 Penalty: 3306.810547
	Iteration 24Q: 3 clusters Score -92144.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92158.710938 Penalty: 3306.810547
	Iteration 25Q: 3 clusters Score -92158.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92164.609375 Penalty: 3306.810547
	Iteration 26Q: 3 clusters Score -92164.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92169.726562 Penalty: 3306.810547
	Iteration 27Q: 3 clusters Score -92169.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -92185.468750 Penalty: 3306.810547
	Iteration 28Q: 3 clusters Score -92185.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92199.703125 Penalty: 3306.810547
	Iteration 29Q: 3 clusters Score -92199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92214.718750 Penalty: 3306.810547
	Iteration 30Q: 3 clusters Score -92214.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92224.914062 Penalty: 3306.810547
	Iteration 31Q: 3 clusters Score -92224.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92226.882812 Penalty: 3306.810547
	Iteration 32F: 3 clusters Score -92226.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -92235.296875 Penalty: 3306.810547
	Iteration 33Q: 3 clusters Score -92235.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -92236.054688 Penalty: 3306.810547
	Iteration 34Q: 3 clusters Score -92236.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -92236.054688 Penalty: 3306.810547
	Iteration 35F: 3 clusters Score -92236.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48033 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 12094 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54836 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4714 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 41757 members 
Mstep: Class 12 contains 27310 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52281 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49889 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50501 members 
Mstep: Class 21 contains 4996 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47657 members 
Mstep: Class 24 contains 49932 members 
Mstep: Class 25 contains 22615 members 
Mstep: Class 26 contains 42262 members 
Mstep: Class 27 contains 9969 members 
Mstep: Class 28 contains 50370 members 
Mstep: Class 29 contains 343 members 
Entering Unmasked Estep 
Score: -110182552.000000 Penalty: 95718.617188
Splitting cluster 3 changes total score from -110183824.000000 to -110182552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Entering Unmasked Estep 
Score: -2230405.250000 Penalty: 2331.315430
	Iteration 0F: 2 clusters Score -2230405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2221387.000000 Penalty: 4662.630859
	Iteration 0F: 3 clusters Score -2221387 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2224044.500000 Penalty: 4662.630859
	Iteration 1F: 3 clusters Score -2224044 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2224335.250000 Penalty: 4662.630859
	Iteration 2F: 3 clusters Score -2224335 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2224491.500000 Penalty: 4662.630859
	Iteration 3Q: 3 clusters Score -2224492 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2224621.000000 Penalty: 4662.630859
	Iteration 4Q: 3 clusters Score -2224621 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2224711.500000 Penalty: 4662.630859
	Iteration 5Q: 3 clusters Score -2224712 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2224780.250000 Penalty: 4662.630859
	Iteration 6Q: 3 clusters Score -2224780 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2224839.750000 Penalty: 4662.630859
	Iteration 7Q: 3 clusters Score -2224840 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2224882.750000 Penalty: 4662.630859
	Iteration 8Q: 3 clusters Score -2224883 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2224923.000000 Penalty: 4662.630859
	Iteration 9Q: 3 clusters Score -2224923 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2224953.750000 Penalty: 4662.630859
	Iteration 10Q: 3 clusters Score -2224954 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2224976.500000 Penalty: 4662.630859
	Iteration 11Q: 3 clusters Score -2224976 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2225003.500000 Penalty: 4662.630859
	Iteration 12Q: 3 clusters Score -2225004 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2225048.500000 Penalty: 4662.630859
	Iteration 13Q: 3 clusters Score -2225048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2225099.750000 Penalty: 4662.630859
	Iteration 14Q: 3 clusters Score -2225100 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2225155.750000 Penalty: 4662.630859
	Iteration 15Q: 3 clusters Score -2225156 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2225227.500000 Penalty: 4662.630859
	Iteration 16Q: 3 clusters Score -2225228 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2225312.750000 Penalty: 4662.630859
	Iteration 17Q: 3 clusters Score -2225313 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2225450.500000 Penalty: 4662.630859
	Iteration 18Q: 3 clusters Score -2225450 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2225629.000000 Penalty: 4662.630859
	Iteration 19Q: 3 clusters Score -2225629 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2225876.750000 Penalty: 4662.630859
	Iteration 20F: 3 clusters Score -2225877 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2226178.500000 Penalty: 4662.630859
	Iteration 21Q: 3 clusters Score -2226178 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2226576.750000 Penalty: 4662.630859
	Iteration 22Q: 3 clusters Score -2226577 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2227003.750000 Penalty: 4662.630859
	Iteration 23Q: 3 clusters Score -2227004 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2227418.250000 Penalty: 4662.630859
	Iteration 24Q: 3 clusters Score -2227418 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2227765.250000 Penalty: 4662.630859
	Iteration 25Q: 3 clusters Score -2227765 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2227999.250000 Penalty: 4662.630859
	Iteration 26Q: 3 clusters Score -2227999 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2228127.000000 Penalty: 4662.630859
	Iteration 27Q: 3 clusters Score -2228127 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2228199.250000 Penalty: 4662.630859
	Iteration 28Q: 3 clusters Score -2228199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2228249.250000 Penalty: 4662.630859
	Iteration 29Q: 3 clusters Score -2228249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2228274.000000 Penalty: 4662.630859
	Iteration 30Q: 3 clusters Score -2228274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2228291.000000 Penalty: 4662.630859
	Iteration 31Q: 3 clusters Score -2228291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2228308.500000 Penalty: 4662.630859
	Iteration 32Q: 3 clusters Score -2228308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2228322.750000 Penalty: 4662.630859
	Iteration 33Q: 3 clusters Score -2228323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2228331.000000 Penalty: 4662.630859
	Iteration 34Q: 3 clusters Score -2228331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2228336.500000 Penalty: 4662.630859
	Iteration 35Q: 3 clusters Score -2228336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2228344.000000 Penalty: 4662.630859
	Iteration 36Q: 3 clusters Score -2228344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2228343.500000 Penalty: 4662.630859
	Iteration 37Q: 3 clusters Score -2228344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2228343.500000 Penalty: 4662.630859
	Iteration 38F: 3 clusters Score -2228344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -70720.953125 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -70720.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -69486.226562 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -69486.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69625.445312 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -69625.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69679.460938 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -69679.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -69714.140625 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -69714.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69752.984375 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -69752.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69807.578125 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -69807.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69888.117188 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -69888.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69906.773438 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -69906.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69916.437500 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -69916.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69929.500000 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -69929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69933.179688 Penalty: 2876.350098
	Iteration 10Q: 3 clusters Score -69933.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69933.179688 Penalty: 2876.350098
	Iteration 11F: 3 clusters Score -69933.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Entering Unmasked Estep 
Score: -10232983.000000 Penalty: 2706.201172
	Iteration 0F: 2 clusters Score -1.023298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -10199953.000000 Penalty: 5412.402344
	Iteration 0F: 3 clusters Score -1.019995e+07 nChanged 25298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -10214229.000000 Penalty: 5412.402344
	Iteration 1F: 3 clusters Score -1.021423e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -10215228.000000 Penalty: 5412.402344
	Iteration 2Q: 3 clusters Score -1.021523e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -10216661.000000 Penalty: 5412.402344
	Iteration 3F: 3 clusters Score -1.021666e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -10219056.000000 Penalty: 5412.402344
	Iteration 4F: 3 clusters Score -1.021906e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -10222397.000000 Penalty: 5412.402344
	Iteration 5F: 3 clusters Score -1.02224e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -10226266.000000 Penalty: 5412.402344
	Iteration 6F: 3 clusters Score -1.022627e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -10228698.000000 Penalty: 5412.402344
	Iteration 7F: 3 clusters Score -1.02287e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10229918.000000 Penalty: 5412.402344
	Iteration 8Q: 3 clusters Score -1.022992e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10230301.000000 Penalty: 5412.402344
	Iteration 9Q: 3 clusters Score -1.02303e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10230481.000000 Penalty: 5412.402344
	Iteration 10Q: 3 clusters Score -1.023048e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10230571.000000 Penalty: 5412.402344
	Iteration 11Q: 3 clusters Score -1.023057e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10230623.000000 Penalty: 5412.402344
	Iteration 12Q: 3 clusters Score -1.023062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10230645.000000 Penalty: 5412.402344
	Iteration 13Q: 3 clusters Score -1.023064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10230645.000000 Penalty: 5412.402344
	Iteration 14Q: 3 clusters Score -1.023064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10230663.000000 Penalty: 5412.402344
	Iteration 15Q: 3 clusters Score -1.023066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10230672.000000 Penalty: 5412.402344
	Iteration 16Q: 3 clusters Score -1.023067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10230686.000000 Penalty: 5412.402344
	Iteration 17Q: 3 clusters Score -1.023069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10230695.000000 Penalty: 5412.402344
	Iteration 18Q: 3 clusters Score -1.02307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10230694.000000 Penalty: 5412.402344
	Iteration 19Q: 3 clusters Score -1.023069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10230705.000000 Penalty: 5412.402344
	Iteration 20F: 3 clusters Score -1.02307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10230706.000000 Penalty: 5412.402344
	Iteration 21Q: 3 clusters Score -1.023071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10230706.000000 Penalty: 5412.402344
	Iteration 22F: 3 clusters Score -1.023071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -378073.718750 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -378073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -375363.968750 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -375364 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -376019.562500 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -376019.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -376215.812500 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -376215.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -376311.968750 Penalty: 3821.586670
	Iteration 3Q: 3 clusters Score -376312 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -376384.562500 Penalty: 3821.586670
	Iteration 4Q: 3 clusters Score -376384.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -376440.156250 Penalty: 3821.586670
	Iteration 5Q: 3 clusters Score -376440.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -376496.218750 Penalty: 3821.586670
	Iteration 6Q: 3 clusters Score -376496.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -376564.375000 Penalty: 3821.586670
	Iteration 7Q: 3 clusters Score -376564.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -376653.968750 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -376654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -376777.937500 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -376777.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -376877.250000 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -376877.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -376968.593750 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -376968.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -377050.968750 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -377051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -377113.125000 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -377113.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -377144.718750 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -377144.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -377176.281250 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -377176.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -377206.843750 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -377206.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -377250.875000 Penalty: 3821.586670
	Iteration 17Q: 3 clusters Score -377250.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -377296.937500 Penalty: 3821.586670
	Iteration 18Q: 3 clusters Score -377296.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -377354.625000 Penalty: 3821.586670
	Iteration 19Q: 3 clusters Score -377354.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -377475.625000 Penalty: 3821.586670
	Iteration 20F: 3 clusters Score -377475.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -377621.875000 Penalty: 3821.586670
	Iteration 21Q: 3 clusters Score -377621.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -377696.687500 Penalty: 3821.586670
	Iteration 22Q: 3 clusters Score -377696.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -377726.500000 Penalty: 3821.586670
	Iteration 23Q: 3 clusters Score -377726.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -377757.750000 Penalty: 3821.586670
	Iteration 24Q: 3 clusters Score -377757.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -377778.281250 Penalty: 3821.586670
	Iteration 25Q: 3 clusters Score -377778.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -377794.750000 Penalty: 3821.586670
	Iteration 26Q: 3 clusters Score -377794.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -377800.781250 Penalty: 3821.586670
	Iteration 27Q: 3 clusters Score -377800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -377805.437500 Penalty: 3821.586670
	Iteration 28Q: 3 clusters Score -377805.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -377811.000000 Penalty: 3821.586670
	Iteration 29Q: 3 clusters Score -377811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -377812.593750 Penalty: 3821.586670
	Iteration 30Q: 3 clusters Score -377812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -377813.093750 Penalty: 3821.586670
	Iteration 31Q: 3 clusters Score -377813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -377814.812500 Penalty: 3821.586670
	Iteration 32Q: 3 clusters Score -377814.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -377816.468750 Penalty: 3821.586670
	Iteration 33Q: 3 clusters Score -377816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -377817.437500 Penalty: 3821.586670
	Iteration 34Q: 3 clusters Score -377817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -377817.437500 Penalty: 3821.586670
	Iteration 35F: 3 clusters Score -377817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -39345.691406 Penalty: 1379.049072
	Iteration 0F: 2 clusters Score -39345.69 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 123 members 
Entering Unmasked Estep 
Score: -38238.128906 Penalty: 2758.098145
	Iteration 0F: 3 clusters Score -38238.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38442.062500 Penalty: 2758.098145
	Iteration 1F: 3 clusters Score -38442.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -38501.046875 Penalty: 2758.098145
	Iteration 2F: 3 clusters Score -38501.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -38518.195312 Penalty: 2758.098145
	Iteration 3Q: 3 clusters Score -38518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -38541.773438 Penalty: 2758.098145
	Iteration 4Q: 3 clusters Score -38541.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -38579.121094 Penalty: 2758.098145
	Iteration 5Q: 3 clusters Score -38579.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -38654.144531 Penalty: 2758.098145
	Iteration 6Q: 3 clusters Score -38654.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38713.265625 Penalty: 2758.098145
	Iteration 7Q: 3 clusters Score -38713.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38726.773438 Penalty: 2758.098145
	Iteration 8Q: 3 clusters Score -38726.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38733.660156 Penalty: 2758.098145
	Iteration 9Q: 3 clusters Score -38733.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38733.660156 Penalty: 2758.098145
	Iteration 10F: 3 clusters Score -38733.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Entering Unmasked Estep 
Score: -890276.875000 Penalty: 2097.656494
	Iteration 0F: 2 clusters Score -890276.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -885963.812500 Penalty: 4195.312988
	Iteration 0F: 3 clusters Score -885963.8 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -886932.937500 Penalty: 4195.312988
	Iteration 1F: 3 clusters Score -886932.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -887115.312500 Penalty: 4195.312988
	Iteration 2F: 3 clusters Score -887115.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -887221.875000 Penalty: 4195.312988
	Iteration 3Q: 3 clusters Score -887221.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -887293.812500 Penalty: 4195.312988
	Iteration 4Q: 3 clusters Score -887293.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -887347.187500 Penalty: 4195.312988
	Iteration 5Q: 3 clusters Score -887347.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -887386.875000 Penalty: 4195.312988
	Iteration 6Q: 3 clusters Score -887386.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -887412.562500 Penalty: 4195.312988
	Iteration 7Q: 3 clusters Score -887412.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -887424.875000 Penalty: 4195.312988
	Iteration 8Q: 3 clusters Score -887424.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -887433.812500 Penalty: 4195.312988
	Iteration 9Q: 3 clusters Score -887433.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -887442.187500 Penalty: 4195.312988
	Iteration 10Q: 3 clusters Score -887442.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -887452.187500 Penalty: 4195.312988
	Iteration 11Q: 3 clusters Score -887452.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -887457.750000 Penalty: 4195.312988
	Iteration 12Q: 3 clusters Score -887457.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -887462.562500 Penalty: 4195.312988
	Iteration 13Q: 3 clusters Score -887462.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -887468.750000 Penalty: 4195.312988
	Iteration 14Q: 3 clusters Score -887468.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -887473.375000 Penalty: 4195.312988
	Iteration 15Q: 3 clusters Score -887473.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -887476.625000 Penalty: 4195.312988
	Iteration 16Q: 3 clusters Score -887476.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -887479.625000 Penalty: 4195.312988
	Iteration 17Q: 3 clusters Score -887479.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -887484.750000 Penalty: 4195.312988
	Iteration 18Q: 3 clusters Score -887484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -887488.062500 Penalty: 4195.312988
	Iteration 19Q: 3 clusters Score -887488.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -887489.375000 Penalty: 4195.312988
	Iteration 20F: 3 clusters Score -887489.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -887491.812500 Penalty: 4195.312988
	Iteration 21Q: 3 clusters Score -887491.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -887494.687500 Penalty: 4195.312988
	Iteration 22Q: 3 clusters Score -887494.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -887500.312500 Penalty: 4195.312988
	Iteration 23Q: 3 clusters Score -887500.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -887502.000000 Penalty: 4195.312988
	Iteration 24Q: 3 clusters Score -887502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -887503.937500 Penalty: 4195.312988
	Iteration 25Q: 3 clusters Score -887503.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -887508.187500 Penalty: 4195.312988
	Iteration 26Q: 3 clusters Score -887508.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -887512.062500 Penalty: 4195.312988
	Iteration 27Q: 3 clusters Score -887512.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -887518.000000 Penalty: 4195.312988
	Iteration 28Q: 3 clusters Score -887518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -887526.375000 Penalty: 4195.312988
	Iteration 29Q: 3 clusters Score -887526.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -887531.375000 Penalty: 4195.312988
	Iteration 30Q: 3 clusters Score -887531.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -887536.375000 Penalty: 4195.312988
	Iteration 31Q: 3 clusters Score -887536.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -887539.375000 Penalty: 4195.312988
	Iteration 32Q: 3 clusters Score -887539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -887539.062500 Penalty: 4195.312988
	Iteration 33Q: 3 clusters Score -887539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -887540.187500 Penalty: 4195.312988
	Iteration 34Q: 3 clusters Score -887540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -887541.250000 Penalty: 4195.312988
	Iteration 35Q: 3 clusters Score -887541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -887541.250000 Penalty: 4195.312988
	Iteration 36F: 3 clusters Score -887541.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Entering Unmasked Estep 
Score: -882996.875000 Penalty: 2099.751953
	Iteration 0F: 2 clusters Score -882996.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -878616.937500 Penalty: 4199.503906
	Iteration 0F: 3 clusters Score -878616.9 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -879644.437500 Penalty: 4199.503906
	Iteration 1F: 3 clusters Score -879644.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -879842.437500 Penalty: 4199.503906
	Iteration 2F: 3 clusters Score -879842.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -879983.875000 Penalty: 4199.503906
	Iteration 3F: 3 clusters Score -879983.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -880093.937500 Penalty: 4199.503906
	Iteration 4Q: 3 clusters Score -880093.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -880170.562500 Penalty: 4199.503906
	Iteration 5Q: 3 clusters Score -880170.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -880251.625000 Penalty: 4199.503906
	Iteration 6Q: 3 clusters Score -880251.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -880332.500000 Penalty: 4199.503906
	Iteration 7Q: 3 clusters Score -880332.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -880402.937500 Penalty: 4199.503906
	Iteration 8Q: 3 clusters Score -880402.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -880467.375000 Penalty: 4199.503906
	Iteration 9Q: 3 clusters Score -880467.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -880513.937500 Penalty: 4199.503906
	Iteration 10Q: 3 clusters Score -880513.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -880545.750000 Penalty: 4199.503906
	Iteration 11Q: 3 clusters Score -880545.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -880564.437500 Penalty: 4199.503906
	Iteration 12Q: 3 clusters Score -880564.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -880582.750000 Penalty: 4199.503906
	Iteration 13Q: 3 clusters Score -880582.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -880607.062500 Penalty: 4199.503906
	Iteration 14Q: 3 clusters Score -880607.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -880640.312500 Penalty: 4199.503906
	Iteration 15Q: 3 clusters Score -880640.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -880683.437500 Penalty: 4199.503906
	Iteration 16Q: 3 clusters Score -880683.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -880728.812500 Penalty: 4199.503906
	Iteration 17Q: 3 clusters Score -880728.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -880770.437500 Penalty: 4199.503906
	Iteration 18Q: 3 clusters Score -880770.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -880809.812500 Penalty: 4199.503906
	Iteration 19Q: 3 clusters Score -880809.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -880855.250000 Penalty: 4199.503906
	Iteration 20F: 3 clusters Score -880855.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -880900.875000 Penalty: 4199.503906
	Iteration 21Q: 3 clusters Score -880900.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -880960.375000 Penalty: 4199.503906
	Iteration 22Q: 3 clusters Score -880960.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -881020.562500 Penalty: 4199.503906
	Iteration 23Q: 3 clusters Score -881020.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -881084.812500 Penalty: 4199.503906
	Iteration 24Q: 3 clusters Score -881084.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -881146.187500 Penalty: 4199.503906
	Iteration 25Q: 3 clusters Score -881146.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -881194.250000 Penalty: 4199.503906
	Iteration 26Q: 3 clusters Score -881194.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -881239.937500 Penalty: 4199.503906
	Iteration 27Q: 3 clusters Score -881239.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -881276.875000 Penalty: 4199.503906
	Iteration 28Q: 3 clusters Score -881276.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -881306.875000 Penalty: 4199.503906
	Iteration 29Q: 3 clusters Score -881306.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -881338.562500 Penalty: 4199.503906
	Iteration 30Q: 3 clusters Score -881338.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -881358.312500 Penalty: 4199.503906
	Iteration 31Q: 3 clusters Score -881358.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -881371.562500 Penalty: 4199.503906
	Iteration 32Q: 3 clusters Score -881371.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -881386.000000 Penalty: 4199.503906
	Iteration 33Q: 3 clusters Score -881386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -881397.562500 Penalty: 4199.503906
	Iteration 34Q: 3 clusters Score -881397.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -881402.750000 Penalty: 4199.503906
	Iteration 35Q: 3 clusters Score -881402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -881407.437500 Penalty: 4199.503906
	Iteration 36Q: 3 clusters Score -881407.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -881412.250000 Penalty: 4199.503906
	Iteration 37Q: 3 clusters Score -881412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -881415.500000 Penalty: 4199.503906
	Iteration 38Q: 3 clusters Score -881415.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -881414.812500 Penalty: 4199.503906
	Iteration 39Q: 3 clusters Score -881414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -881420.375000 Penalty: 4199.503906
	Iteration 40F: 3 clusters Score -881420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -881421.937500 Penalty: 4199.503906
	Iteration 41Q: 3 clusters Score -881421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -881423.687500 Penalty: 4199.503906
	Iteration 42Q: 3 clusters Score -881423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -881423.562500 Penalty: 4199.503906
	Iteration 43Q: 3 clusters Score -881423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -881423.312500 Penalty: 4199.503906
	Iteration 44Q: 3 clusters Score -881423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -881423.750000 Penalty: 4199.503906
	Iteration 45Q: 3 clusters Score -881423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -881424.250000 Penalty: 4199.503906
	Iteration 46Q: 3 clusters Score -881424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -881424.250000 Penalty: 4199.503906
	Iteration 47F: 3 clusters Score -881424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Entering Unmasked Estep 
Score: -7771794.000000 Penalty: 2638.626465
	Iteration 0F: 2 clusters Score -7771794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -7743927.500000 Penalty: 5277.252930
	Iteration 0F: 3 clusters Score -7743928 nChanged 19226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -7754502.000000 Penalty: 5277.252930
	Iteration 1F: 3 clusters Score -7754502 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -7754953.000000 Penalty: 5277.252930
	Iteration 2Q: 3 clusters Score -7754953 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -7755378.500000 Penalty: 5277.252930
	Iteration 3Q: 3 clusters Score -7755378 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -7755911.500000 Penalty: 5277.252930
	Iteration 4Q: 3 clusters Score -7755912 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -7756709.500000 Penalty: 5277.252930
	Iteration 5Q: 3 clusters Score -7756710 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -7757783.000000 Penalty: 5277.252930
	Iteration 6Q: 3 clusters Score -7757783 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -7759054.000000 Penalty: 5277.252930
	Iteration 7Q: 3 clusters Score -7759054 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -7760446.000000 Penalty: 5277.252930
	Iteration 8F: 3 clusters Score -7760446 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -7761905.000000 Penalty: 5277.252930
	Iteration 9F: 3 clusters Score -7761905 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -7763536.000000 Penalty: 5277.252930
	Iteration 10F: 3 clusters Score -7763536 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -7765082.000000 Penalty: 5277.252930
	Iteration 11F: 3 clusters Score -7765082 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -7766127.500000 Penalty: 5277.252930
	Iteration 12Q: 3 clusters Score -7766128 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -7766666.500000 Penalty: 5277.252930
	Iteration 13Q: 3 clusters Score -7766666 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -7767114.500000 Penalty: 5277.252930
	Iteration 14Q: 3 clusters Score -7767114 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -7767567.000000 Penalty: 5277.252930
	Iteration 15Q: 3 clusters Score -7767567 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -7768060.000000 Penalty: 5277.252930
	Iteration 16Q: 3 clusters Score -7768060 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -7768483.000000 Penalty: 5277.252930
	Iteration 17Q: 3 clusters Score -7768483 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -7768876.000000 Penalty: 5277.252930
	Iteration 18Q: 3 clusters Score -7768876 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -7769149.500000 Penalty: 5277.252930
	Iteration 19Q: 3 clusters Score -7769150 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -7769348.500000 Penalty: 5277.252930
	Iteration 20F: 3 clusters Score -7769348 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -7769494.000000 Penalty: 5277.252930
	Iteration 21Q: 3 clusters Score -7769494 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -7769686.500000 Penalty: 5277.252930
	Iteration 22Q: 3 clusters Score -7769686 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -7769846.500000 Penalty: 5277.252930
	Iteration 23Q: 3 clusters Score -7769846 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -7769956.000000 Penalty: 5277.252930
	Iteration 24Q: 3 clusters Score -7769956 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -7770068.000000 Penalty: 5277.252930
	Iteration 25Q: 3 clusters Score -7770068 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -7770150.500000 Penalty: 5277.252930
	Iteration 26Q: 3 clusters Score -7770150 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -7770181.000000 Penalty: 5277.252930
	Iteration 27Q: 3 clusters Score -7770181 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -7770231.500000 Penalty: 5277.252930
	Iteration 28Q: 3 clusters Score -7770232 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -7770252.500000 Penalty: 5277.252930
	Iteration 29Q: 3 clusters Score -7770252 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -7770288.000000 Penalty: 5277.252930
	Iteration 30Q: 3 clusters Score -7770288 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7770325.500000 Penalty: 5277.252930
	Iteration 31Q: 3 clusters Score -7770326 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -7770362.000000 Penalty: 5277.252930
	Iteration 32Q: 3 clusters Score -7770362 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -7770374.500000 Penalty: 5277.252930
	Iteration 33Q: 3 clusters Score -7770374 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7770367.000000 Penalty: 5277.252930
	Iteration 34Q: 3 clusters Score -7770367 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7770417.000000 Penalty: 5277.252930
	Iteration 35Q: 3 clusters Score -7770417 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7770416.500000 Penalty: 5277.252930
	Iteration 36Q: 3 clusters Score -7770416 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7770414.500000 Penalty: 5277.252930
	Iteration 37Q: 3 clusters Score -7770414 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7770399.000000 Penalty: 5277.252930
	Iteration 38Q: 3 clusters Score -7770399 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7770394.000000 Penalty: 5277.252930
	Iteration 39Q: 3 clusters Score -7770394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7770390.500000 Penalty: 5277.252930
	Iteration 40F: 3 clusters Score -7770390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7770379.000000 Penalty: 5277.252930
	Iteration 41Q: 3 clusters Score -7770379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7770379.000000 Penalty: 5277.252930
	Iteration 42Q: 3 clusters Score -7770379 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7770381.500000 Penalty: 5277.252930
	Iteration 43Q: 3 clusters Score -7770382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7770371.500000 Penalty: 5277.252930
	Iteration 44Q: 3 clusters Score -7770372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7770366.500000 Penalty: 5277.252930
	Iteration 45Q: 3 clusters Score -7770366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7770372.000000 Penalty: 5277.252930
	Iteration 46Q: 3 clusters Score -7770372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7770379.000000 Penalty: 5277.252930
	Iteration 47Q: 3 clusters Score -7770379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7770376.000000 Penalty: 5277.252930
	Iteration 48Q: 3 clusters Score -7770376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7770376.000000 Penalty: 5277.252930
	Iteration 49Q: 3 clusters Score -7770376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7770357.500000 Penalty: 5277.252930
	Iteration 50Q: 3 clusters Score -7770358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7770354.500000 Penalty: 5277.252930
	Iteration 51Q: 3 clusters Score -7770354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7770349.000000 Penalty: 5277.252930
	Iteration 52Q: 3 clusters Score -7770349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7770354.000000 Penalty: 5277.252930
	Iteration 53Q: 3 clusters Score -7770354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7770349.000000 Penalty: 5277.252930
	Iteration 54Q: 3 clusters Score -7770349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7770351.500000 Penalty: 5277.252930
	Iteration 55Q: 3 clusters Score -7770352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7770349.000000 Penalty: 5277.252930
	Iteration 56Q: 3 clusters Score -7770349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7770349.500000 Penalty: 5277.252930
	Iteration 57Q: 3 clusters Score -7770350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7770349.000000 Penalty: 5277.252930
	Iteration 58Q: 3 clusters Score -7770349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7770349.000000 Penalty: 5277.252930
	Iteration 59Q: 3 clusters Score -7770349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7770360.000000 Penalty: 5277.252930
	Iteration 60F: 3 clusters Score -7770360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7770349.500000 Penalty: 5277.252930
	Iteration 61Q: 3 clusters Score -7770350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7770343.500000 Penalty: 5277.252930
	Iteration 62Q: 3 clusters Score -7770344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7770353.000000 Penalty: 5277.252930
	Iteration 63Q: 3 clusters Score -7770353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7770356.500000 Penalty: 5277.252930
	Iteration 64Q: 3 clusters Score -7770356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7770354.500000 Penalty: 5277.252930
	Iteration 65Q: 3 clusters Score -7770354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7770348.500000 Penalty: 5277.252930
	Iteration 66Q: 3 clusters Score -7770348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7770349.500000 Penalty: 5277.252930
	Iteration 67Q: 3 clusters Score -7770350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7770348.000000 Penalty: 5277.252930
	Iteration 68Q: 3 clusters Score -7770348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7770339.500000 Penalty: 5277.252930
	Iteration 69Q: 3 clusters Score -7770340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7770342.500000 Penalty: 5277.252930
	Iteration 70Q: 3 clusters Score -7770342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7770343.000000 Penalty: 5277.252930
	Iteration 71Q: 3 clusters Score -7770343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7770338.000000 Penalty: 5277.252930
	Iteration 72Q: 3 clusters Score -7770338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7770345.500000 Penalty: 5277.252930
	Iteration 73Q: 3 clusters Score -7770346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7770343.000000 Penalty: 5277.252930
	Iteration 74Q: 3 clusters Score -7770343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7770344.000000 Penalty: 5277.252930
	Iteration 75Q: 3 clusters Score -7770344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7770344.000000 Penalty: 5277.252930
	Iteration 76F: 3 clusters Score -7770344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Entering Unmasked Estep 
Score: -4919291.500000 Penalty: 2533.322021
	Iteration 0F: 2 clusters Score -4919292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -4900317.500000 Penalty: 5066.644043
	Iteration 0F: 3 clusters Score -4900318 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -4906932.500000 Penalty: 5066.644043
	Iteration 1F: 3 clusters Score -4906932 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -4907315.500000 Penalty: 5066.644043
	Iteration 2Q: 3 clusters Score -4907316 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4907648.000000 Penalty: 5066.644043
	Iteration 3Q: 3 clusters Score -4907648 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -4908015.500000 Penalty: 5066.644043
	Iteration 4Q: 3 clusters Score -4908016 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4908352.500000 Penalty: 5066.644043
	Iteration 5Q: 3 clusters Score -4908352 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4908892.500000 Penalty: 5066.644043
	Iteration 6Q: 3 clusters Score -4908892 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -4909672.500000 Penalty: 5066.644043
	Iteration 7F: 3 clusters Score -4909672 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -4910879.000000 Penalty: 5066.644043
	Iteration 8F: 3 clusters Score -4910879 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -4912589.500000 Penalty: 5066.644043
	Iteration 9F: 3 clusters Score -4912590 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4914449.500000 Penalty: 5066.644043
	Iteration 10F: 3 clusters Score -4914450 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4915781.000000 Penalty: 5066.644043
	Iteration 11F: 3 clusters Score -4915781 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4916525.500000 Penalty: 5066.644043
	Iteration 12Q: 3 clusters Score -4916526 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4916995.000000 Penalty: 5066.644043
	Iteration 13Q: 3 clusters Score -4916995 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4917227.500000 Penalty: 5066.644043
	Iteration 14Q: 3 clusters Score -4917228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4917348.500000 Penalty: 5066.644043
	Iteration 15Q: 3 clusters Score -4917348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4917416.500000 Penalty: 5066.644043
	Iteration 16Q: 3 clusters Score -4917416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4917456.000000 Penalty: 5066.644043
	Iteration 17Q: 3 clusters Score -4917456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4917477.000000 Penalty: 5066.644043
	Iteration 18Q: 3 clusters Score -4917477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4917476.500000 Penalty: 5066.644043
	Iteration 19Q: 3 clusters Score -4917476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4917495.500000 Penalty: 5066.644043
	Iteration 20F: 3 clusters Score -4917496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4917496.000000 Penalty: 5066.644043
	Iteration 21Q: 3 clusters Score -4917496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4917492.500000 Penalty: 5066.644043
	Iteration 22Q: 3 clusters Score -4917492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4917505.500000 Penalty: 5066.644043
	Iteration 23Q: 3 clusters Score -4917506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4917511.000000 Penalty: 5066.644043
	Iteration 24Q: 3 clusters Score -4917511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4917513.000000 Penalty: 5066.644043
	Iteration 25Q: 3 clusters Score -4917513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4917507.000000 Penalty: 5066.644043
	Iteration 26Q: 3 clusters Score -4917507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4917513.000000 Penalty: 5066.644043
	Iteration 27Q: 3 clusters Score -4917513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4917521.000000 Penalty: 5066.644043
	Iteration 28Q: 3 clusters Score -4917521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4917518.500000 Penalty: 5066.644043
	Iteration 29Q: 3 clusters Score -4917518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4917523.000000 Penalty: 5066.644043
	Iteration 30Q: 3 clusters Score -4917523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4917521.500000 Penalty: 5066.644043
	Iteration 31Q: 3 clusters Score -4917522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4917522.500000 Penalty: 5066.644043
	Iteration 32Q: 3 clusters Score -4917522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4917529.500000 Penalty: 5066.644043
	Iteration 33Q: 3 clusters Score -4917530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4917533.500000 Penalty: 5066.644043
	Iteration 34Q: 3 clusters Score -4917534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4917532.000000 Penalty: 5066.644043
	Iteration 35Q: 3 clusters Score -4917532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4917532.000000 Penalty: 5066.644043
	Iteration 36F: 3 clusters Score -4917532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -29635.740234 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -29635.74 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 197 members 
Entering Unmasked Estep 
Score: -28463.824219 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -28463.82 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28670.541016 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -28670.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28718.675781 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -28718.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28747.175781 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -28747.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28776.117188 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -28776.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28788.285156 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -28788.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28808.138672 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -28808.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28816.939453 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -28816.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28816.939453 Penalty: 2920.883301
	Iteration 8F: 3 clusters Score -28816.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Entering Unmasked Estep 
Score: -9766945.000000 Penalty: 2694.368408
	Iteration 0F: 2 clusters Score -9766945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -9734255.000000 Penalty: 5388.736816
	Iteration 0F: 3 clusters Score -9734255 nChanged 24187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -9747702.000000 Penalty: 5388.736816
	Iteration 1F: 3 clusters Score -9747702 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -9748237.000000 Penalty: 5388.736816
	Iteration 2Q: 3 clusters Score -9748237 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -9748937.000000 Penalty: 5388.736816
	Iteration 3Q: 3 clusters Score -9748937 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -9749658.000000 Penalty: 5388.736816
	Iteration 4Q: 3 clusters Score -9749658 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -9750639.000000 Penalty: 5388.736816
	Iteration 5Q: 3 clusters Score -9750639 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -9752275.000000 Penalty: 5388.736816
	Iteration 6F: 3 clusters Score -9752275 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -9754451.000000 Penalty: 5388.736816
	Iteration 7F: 3 clusters Score -9754451 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -9757213.000000 Penalty: 5388.736816
	Iteration 8F: 3 clusters Score -9757213 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -9760084.000000 Penalty: 5388.736816
	Iteration 9F: 3 clusters Score -9760084 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -9762084.000000 Penalty: 5388.736816
	Iteration 10F: 3 clusters Score -9762084 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -9763302.000000 Penalty: 5388.736816
	Iteration 11Q: 3 clusters Score -9763302 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -9763865.000000 Penalty: 5388.736816
	Iteration 12Q: 3 clusters Score -9763865 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -9764224.000000 Penalty: 5388.736816
	Iteration 13Q: 3 clusters Score -9764224 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -9764416.000000 Penalty: 5388.736816
	Iteration 14Q: 3 clusters Score -9764416 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -9764524.000000 Penalty: 5388.736816
	Iteration 15Q: 3 clusters Score -9764524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -9764591.000000 Penalty: 5388.736816
	Iteration 16Q: 3 clusters Score -9764591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -9764620.000000 Penalty: 5388.736816
	Iteration 17Q: 3 clusters Score -9764620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -9764661.000000 Penalty: 5388.736816
	Iteration 18Q: 3 clusters Score -9764661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -9764665.000000 Penalty: 5388.736816
	Iteration 19Q: 3 clusters Score -9764665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -9764657.000000 Penalty: 5388.736816
	Iteration 20F: 3 clusters Score -9764657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -9764661.000000 Penalty: 5388.736816
	Iteration 21Q: 3 clusters Score -9764661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -9764674.000000 Penalty: 5388.736816
	Iteration 22Q: 3 clusters Score -9764674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -9764680.000000 Penalty: 5388.736816
	Iteration 23Q: 3 clusters Score -9764680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -9764677.000000 Penalty: 5388.736816
	Iteration 24Q: 3 clusters Score -9764677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -9764677.000000 Penalty: 5388.736816
	Iteration 25F: 3 clusters Score -9764677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -100958.648438 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -100958.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -99350.804688 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -99350.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -99531.632812 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -99531.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -99620.679688 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -99620.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -99661.945312 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -99661.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99686.390625 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -99686.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -99714.984375 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -99714.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -99729.570312 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -99729.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -99739.664062 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -99739.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -99742.195312 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -99742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99742.648438 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -99742.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99742.648438 Penalty: 3176.993408
	Iteration 10F: 3 clusters Score -99742.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Entering Unmasked Estep 
Score: -3883696.250000 Penalty: 2468.353760
	Iteration 0F: 2 clusters Score -3883696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3868935.000000 Penalty: 4936.707520
	Iteration 0F: 3 clusters Score -3868935 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -3873827.250000 Penalty: 4936.707520
	Iteration 1F: 3 clusters Score -3873827 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3874259.000000 Penalty: 4936.707520
	Iteration 2F: 3 clusters Score -3874259 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3874691.250000 Penalty: 4936.707520
	Iteration 3Q: 3 clusters Score -3874691 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3875118.500000 Penalty: 4936.707520
	Iteration 4Q: 3 clusters Score -3875118 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3875621.750000 Penalty: 4936.707520
	Iteration 5Q: 3 clusters Score -3875622 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3876176.000000 Penalty: 4936.707520
	Iteration 6Q: 3 clusters Score -3876176 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3876793.500000 Penalty: 4936.707520
	Iteration 7Q: 3 clusters Score -3876794 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3877549.500000 Penalty: 4936.707520
	Iteration 8F: 3 clusters Score -3877550 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3878324.750000 Penalty: 4936.707520
	Iteration 9F: 3 clusters Score -3878325 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3878996.000000 Penalty: 4936.707520
	Iteration 10F: 3 clusters Score -3878996 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3879517.750000 Penalty: 4936.707520
	Iteration 11Q: 3 clusters Score -3879518 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3879828.500000 Penalty: 4936.707520
	Iteration 12Q: 3 clusters Score -3879828 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3880072.250000 Penalty: 4936.707520
	Iteration 13Q: 3 clusters Score -3880072 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3880232.500000 Penalty: 4936.707520
	Iteration 14Q: 3 clusters Score -3880232 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3880376.750000 Penalty: 4936.707520
	Iteration 15Q: 3 clusters Score -3880377 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3880502.250000 Penalty: 4936.707520
	Iteration 16Q: 3 clusters Score -3880502 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3880579.750000 Penalty: 4936.707520
	Iteration 17Q: 3 clusters Score -3880580 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3880646.750000 Penalty: 4936.707520
	Iteration 18Q: 3 clusters Score -3880647 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3880703.750000 Penalty: 4936.707520
	Iteration 19Q: 3 clusters Score -3880704 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3880761.750000 Penalty: 4936.707520
	Iteration 20F: 3 clusters Score -3880762 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3880822.250000 Penalty: 4936.707520
	Iteration 21Q: 3 clusters Score -3880822 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3880861.750000 Penalty: 4936.707520
	Iteration 22Q: 3 clusters Score -3880862 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3880890.500000 Penalty: 4936.707520
	Iteration 23Q: 3 clusters Score -3880890 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3880911.750000 Penalty: 4936.707520
	Iteration 24Q: 3 clusters Score -3880912 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3880912.750000 Penalty: 4936.707520
	Iteration 25Q: 3 clusters Score -3880913 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3880935.500000 Penalty: 4936.707520
	Iteration 26Q: 3 clusters Score -3880936 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3880964.750000 Penalty: 4936.707520
	Iteration 27Q: 3 clusters Score -3880965 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3880983.000000 Penalty: 4936.707520
	Iteration 28Q: 3 clusters Score -3880983 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3881003.000000 Penalty: 4936.707520
	Iteration 29Q: 3 clusters Score -3881003 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3881029.000000 Penalty: 4936.707520
	Iteration 30Q: 3 clusters Score -3881029 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3881050.750000 Penalty: 4936.707520
	Iteration 31Q: 3 clusters Score -3881051 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3881067.500000 Penalty: 4936.707520
	Iteration 32Q: 3 clusters Score -3881068 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3881088.250000 Penalty: 4936.707520
	Iteration 33Q: 3 clusters Score -3881088 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3881102.000000 Penalty: 4936.707520
	Iteration 34Q: 3 clusters Score -3881102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3881109.500000 Penalty: 4936.707520
	Iteration 35Q: 3 clusters Score -3881110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3881136.250000 Penalty: 4936.707520
	Iteration 36Q: 3 clusters Score -3881136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3881144.750000 Penalty: 4936.707520
	Iteration 37Q: 3 clusters Score -3881145 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3881163.250000 Penalty: 4936.707520
	Iteration 38Q: 3 clusters Score -3881163 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3881188.750000 Penalty: 4936.707520
	Iteration 39Q: 3 clusters Score -3881189 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3881215.750000 Penalty: 4936.707520
	Iteration 40F: 3 clusters Score -3881216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3881234.000000 Penalty: 4936.707520
	Iteration 41Q: 3 clusters Score -3881234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3881260.500000 Penalty: 4936.707520
	Iteration 42Q: 3 clusters Score -3881260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3881296.250000 Penalty: 4936.707520
	Iteration 43Q: 3 clusters Score -3881296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3881330.750000 Penalty: 4936.707520
	Iteration 44Q: 3 clusters Score -3881331 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3881359.750000 Penalty: 4936.707520
	Iteration 45Q: 3 clusters Score -3881360 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3881384.250000 Penalty: 4936.707520
	Iteration 46Q: 3 clusters Score -3881384 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3881418.500000 Penalty: 4936.707520
	Iteration 47Q: 3 clusters Score -3881418 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3881437.500000 Penalty: 4936.707520
	Iteration 48Q: 3 clusters Score -3881438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3881478.500000 Penalty: 4936.707520
	Iteration 49Q: 3 clusters Score -3881478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3881501.500000 Penalty: 4936.707520
	Iteration 50Q: 3 clusters Score -3881502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3881527.000000 Penalty: 4936.707520
	Iteration 51Q: 3 clusters Score -3881527 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3881540.750000 Penalty: 4936.707520
	Iteration 52Q: 3 clusters Score -3881541 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3881559.250000 Penalty: 4936.707520
	Iteration 53Q: 3 clusters Score -3881559 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3881569.750000 Penalty: 4936.707520
	Iteration 54Q: 3 clusters Score -3881570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3881582.500000 Penalty: 4936.707520
	Iteration 55Q: 3 clusters Score -3881582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3881594.000000 Penalty: 4936.707520
	Iteration 56Q: 3 clusters Score -3881594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3881613.000000 Penalty: 4936.707520
	Iteration 57Q: 3 clusters Score -3881613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3881616.500000 Penalty: 4936.707520
	Iteration 58Q: 3 clusters Score -3881616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3881628.500000 Penalty: 4936.707520
	Iteration 59Q: 3 clusters Score -3881628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3881641.750000 Penalty: 4936.707520
	Iteration 60F: 3 clusters Score -3881642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3881645.750000 Penalty: 4936.707520
	Iteration 61Q: 3 clusters Score -3881646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3881652.750000 Penalty: 4936.707520
	Iteration 62Q: 3 clusters Score -3881653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3881659.750000 Penalty: 4936.707520
	Iteration 63Q: 3 clusters Score -3881660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3881662.250000 Penalty: 4936.707520
	Iteration 64Q: 3 clusters Score -3881662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3881670.750000 Penalty: 4936.707520
	Iteration 65Q: 3 clusters Score -3881671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3881669.000000 Penalty: 4936.707520
	Iteration 66Q: 3 clusters Score -3881669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3881673.750000 Penalty: 4936.707520
	Iteration 67Q: 3 clusters Score -3881674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3881670.000000 Penalty: 4936.707520
	Iteration 68Q: 3 clusters Score -3881670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3881675.250000 Penalty: 4936.707520
	Iteration 69Q: 3 clusters Score -3881675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3881680.750000 Penalty: 4936.707520
	Iteration 70Q: 3 clusters Score -3881681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3881684.000000 Penalty: 4936.707520
	Iteration 71Q: 3 clusters Score -3881684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3881679.000000 Penalty: 4936.707520
	Iteration 72Q: 3 clusters Score -3881679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3881685.750000 Penalty: 4936.707520
	Iteration 73Q: 3 clusters Score -3881686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3881683.250000 Penalty: 4936.707520
	Iteration 74Q: 3 clusters Score -3881683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3881687.000000 Penalty: 4936.707520
	Iteration 75Q: 3 clusters Score -3881687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3881690.250000 Penalty: 4936.707520
	Iteration 76Q: 3 clusters Score -3881690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3881688.250000 Penalty: 4936.707520
	Iteration 77Q: 3 clusters Score -3881688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3881688.000000 Penalty: 4936.707520
	Iteration 78Q: 3 clusters Score -3881688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3881692.250000 Penalty: 4936.707520
	Iteration 79Q: 3 clusters Score -3881692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3881688.500000 Penalty: 4936.707520
	Iteration 80F: 3 clusters Score -3881688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3881691.750000 Penalty: 4936.707520
	Iteration 81Q: 3 clusters Score -3881692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3881691.750000 Penalty: 4936.707520
	Iteration 82Q: 3 clusters Score -3881692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3881696.750000 Penalty: 4936.707520
	Iteration 83Q: 3 clusters Score -3881697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3881691.750000 Penalty: 4936.707520
	Iteration 84Q: 3 clusters Score -3881692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3881691.750000 Penalty: 4936.707520
	Iteration 85F: 3 clusters Score -3881692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121426.257812 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -121426.3 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 393 members 
Entering Unmasked Estep 
Score: -119779.312500 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -119779.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -120248.656250 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -120248.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -120542.187500 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -120542.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -120713.164062 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -120713.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -120853.171875 Penalty: 3324.781250
	Iteration 4Q: 3 clusters Score -120853.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -120947.406250 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -120947.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -121005.304688 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -121005.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -121039.046875 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -121039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -121056.757812 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -121056.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -121059.710938 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -121059.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -121059.710938 Penalty: 3324.781250
	Iteration 10F: 3 clusters Score -121059.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Entering Unmasked Estep 
Score: -9173661.000000 Penalty: 2682.753662
	Iteration 0F: 2 clusters Score -9173661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -9140559.000000 Penalty: 5365.507324
	Iteration 0F: 3 clusters Score -9140559 nChanged 22959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -9153178.000000 Penalty: 5365.507324
	Iteration 1F: 3 clusters Score -9153178 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -9153775.000000 Penalty: 5365.507324
	Iteration 2Q: 3 clusters Score -9153775 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -9154274.000000 Penalty: 5365.507324
	Iteration 3Q: 3 clusters Score -9154274 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -9154916.000000 Penalty: 5365.507324
	Iteration 4Q: 3 clusters Score -9154916 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -9155726.000000 Penalty: 5365.507324
	Iteration 5Q: 3 clusters Score -9155726 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -9156927.000000 Penalty: 5365.507324
	Iteration 6Q: 3 clusters Score -9156927 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -9158661.000000 Penalty: 5365.507324
	Iteration 7F: 3 clusters Score -9158661 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -9161314.000000 Penalty: 5365.507324
	Iteration 8F: 3 clusters Score -9161314 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -9164440.000000 Penalty: 5365.507324
	Iteration 9F: 3 clusters Score -9164440 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -9167138.000000 Penalty: 5365.507324
	Iteration 10F: 3 clusters Score -9167138 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -9168568.000000 Penalty: 5365.507324
	Iteration 11Q: 3 clusters Score -9168568 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -9169348.000000 Penalty: 5365.507324
	Iteration 12Q: 3 clusters Score -9169348 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -9169931.000000 Penalty: 5365.507324
	Iteration 13Q: 3 clusters Score -9169931 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 40328 members 
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Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 40807 members 
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Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 41196 members 
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Mstep: Class 1 contains 8344 members 
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Mstep: Class 1 contains 8004 members 
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Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 42187 members 
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Mstep: Class 1 contains 7426 members 
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Mstep: Class 1 contains 7188 members 
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Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 43279 members 
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Mstep: Class 1 contains 6432 members 
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Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 43605 members 
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Mstep: Class 2 contains 43877 members 
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Mstep: Class 2 contains 44003 members 
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Mstep: Class 1 contains 5776 members 
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Mstep: Class 1 contains 4968 members 
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Mstep: Class 1 contains 4880 members 
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Mstep: Class 1 contains 4655 members 
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Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -9171900.000000 Penalty: 5365.507324
	Iteration 107Q: 3 clusters Score -9171900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -9171895.000000 Penalty: 5365.507324
	Iteration 108Q: 3 clusters Score -9171895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -9171890.000000 Penalty: 5365.507324
	Iteration 109Q: 3 clusters Score -9171890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -9171901.000000 Penalty: 5365.507324
	Iteration 110Q: 3 clusters Score -9171901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -9171897.000000 Penalty: 5365.507324
	Iteration 111Q: 3 clusters Score -9171897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -9171899.000000 Penalty: 5365.507324
	Iteration 112Q: 3 clusters Score -9171899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -9171896.000000 Penalty: 5365.507324
	Iteration 113Q: 3 clusters Score -9171896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -9171909.000000 Penalty: 5365.507324
	Iteration 114Q: 3 clusters Score -9171909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -9171899.000000 Penalty: 5365.507324
	Iteration 115Q: 3 clusters Score -9171899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -9171904.000000 Penalty: 5365.507324
	Iteration 116Q: 3 clusters Score -9171904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -9171898.000000 Penalty: 5365.507324
	Iteration 117Q: 3 clusters Score -9171898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -9171896.000000 Penalty: 5365.507324
	Iteration 118Q: 3 clusters Score -9171896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -9171911.000000 Penalty: 5365.507324
	Iteration 119Q: 3 clusters Score -9171911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -9171925.000000 Penalty: 5365.507324
	Iteration 120F: 3 clusters Score -9171925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -9171926.000000 Penalty: 5365.507324
	Iteration 121Q: 3 clusters Score -9171926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -9171908.000000 Penalty: 5365.507324
	Iteration 122Q: 3 clusters Score -9171908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -9171911.000000 Penalty: 5365.507324
	Iteration 123Q: 3 clusters Score -9171911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -9171911.000000 Penalty: 5365.507324
	Iteration 124Q: 3 clusters Score -9171911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -9171915.000000 Penalty: 5365.507324
	Iteration 125Q: 3 clusters Score -9171915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -9171919.000000 Penalty: 5365.507324
	Iteration 126Q: 3 clusters Score -9171919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -9171905.000000 Penalty: 5365.507324
	Iteration 127Q: 3 clusters Score -9171905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -9171897.000000 Penalty: 5365.507324
	Iteration 128Q: 3 clusters Score -9171897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -9171900.000000 Penalty: 5365.507324
	Iteration 129Q: 3 clusters Score -9171900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -9171907.000000 Penalty: 5365.507324
	Iteration 130Q: 3 clusters Score -9171907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -9171915.000000 Penalty: 5365.507324
	Iteration 131Q: 3 clusters Score -9171915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -9171907.000000 Penalty: 5365.507324
	Iteration 132Q: 3 clusters Score -9171907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -9171901.000000 Penalty: 5365.507324
	Iteration 133Q: 3 clusters Score -9171901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -9171909.000000 Penalty: 5365.507324
	Iteration 134Q: 3 clusters Score -9171909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -9171907.000000 Penalty: 5365.507324
	Iteration 135Q: 3 clusters Score -9171907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -9171902.000000 Penalty: 5365.507324
	Iteration 136Q: 3 clusters Score -9171902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -9171906.000000 Penalty: 5365.507324
	Iteration 137Q: 3 clusters Score -9171906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -9171898.000000 Penalty: 5365.507324
	Iteration 138Q: 3 clusters Score -9171898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -9171912.000000 Penalty: 5365.507324
	Iteration 139Q: 3 clusters Score -9171912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -9171913.000000 Penalty: 5365.507324
	Iteration 140F: 3 clusters Score -9171913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -9171902.000000 Penalty: 5365.507324
	Iteration 141Q: 3 clusters Score -9171902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -9171908.000000 Penalty: 5365.507324
	Iteration 142Q: 3 clusters Score -9171908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -9171912.000000 Penalty: 5365.507324
	Iteration 143Q: 3 clusters Score -9171912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -9171908.000000 Penalty: 5365.507324
	Iteration 144Q: 3 clusters Score -9171908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -9171899.000000 Penalty: 5365.507324
	Iteration 145Q: 3 clusters Score -9171899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -9171923.000000 Penalty: 5365.507324
	Iteration 146Q: 3 clusters Score -9171923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -9171918.000000 Penalty: 5365.507324
	Iteration 147Q: 3 clusters Score -9171918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -9171907.000000 Penalty: 5365.507324
	Iteration 148Q: 3 clusters Score -9171907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -9171905.000000 Penalty: 5365.507324
	Iteration 149Q: 3 clusters Score -9171905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -9171895.000000 Penalty: 5365.507324
	Iteration 150Q: 3 clusters Score -9171895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -9171910.000000 Penalty: 5365.507324
	Iteration 151Q: 3 clusters Score -9171910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -9171920.000000 Penalty: 5365.507324
	Iteration 152Q: 3 clusters Score -9171920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -9171928.000000 Penalty: 5365.507324
	Iteration 153Q: 3 clusters Score -9171928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -9171918.000000 Penalty: 5365.507324
	Iteration 154Q: 3 clusters Score -9171918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -9171925.000000 Penalty: 5365.507324
	Iteration 155Q: 3 clusters Score -9171925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -9171925.000000 Penalty: 5365.507324
	Iteration 156Q: 3 clusters Score -9171925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -9171925.000000 Penalty: 5365.507324
	Iteration 157Q: 3 clusters Score -9171925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -9171920.000000 Penalty: 5365.507324
	Iteration 158Q: 3 clusters Score -9171920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -9171936.000000 Penalty: 5365.507324
	Iteration 159Q: 3 clusters Score -9171936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -9171938.000000 Penalty: 5365.507324
	Iteration 160F: 3 clusters Score -9171938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -9171933.000000 Penalty: 5365.507324
	Iteration 161Q: 3 clusters Score -9171933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -9171925.000000 Penalty: 5365.507324
	Iteration 162Q: 3 clusters Score -9171925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -9171939.000000 Penalty: 5365.507324
	Iteration 163Q: 3 clusters Score -9171939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -9171931.000000 Penalty: 5365.507324
	Iteration 164Q: 3 clusters Score -9171931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -9171930.000000 Penalty: 5365.507324
	Iteration 165Q: 3 clusters Score -9171930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -9171926.000000 Penalty: 5365.507324
	Iteration 166Q: 3 clusters Score -9171926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -9171930.000000 Penalty: 5365.507324
	Iteration 167Q: 3 clusters Score -9171930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -9171933.000000 Penalty: 5365.507324
	Iteration 168Q: 3 clusters Score -9171933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -9171928.000000 Penalty: 5365.507324
	Iteration 169Q: 3 clusters Score -9171928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -9171935.000000 Penalty: 5365.507324
	Iteration 170Q: 3 clusters Score -9171935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -9171936.000000 Penalty: 5365.507324
	Iteration 171Q: 3 clusters Score -9171936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -9171936.000000 Penalty: 5365.507324
	Iteration 172F: 3 clusters Score -9171936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -194508.625000 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -194508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -192542.546875 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -192542.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -192920.328125 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -192920.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -193061.515625 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -193061.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -193137.484375 Penalty: 3478.455811
	Iteration 3Q: 3 clusters Score -193137.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -193183.515625 Penalty: 3478.455811
	Iteration 4Q: 3 clusters Score -193183.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -193216.125000 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -193216.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -193230.390625 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -193230.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -193240.984375 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -193241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -193254.625000 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -193254.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -193272.015625 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -193272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -193289.453125 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -193289.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -193304.156250 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -193304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -193312.453125 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -193312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -193315.187500 Penalty: 3478.455811
	Iteration 13Q: 3 clusters Score -193315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -193318.109375 Penalty: 3478.455811
	Iteration 14Q: 3 clusters Score -193318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -193318.937500 Penalty: 3478.455811
	Iteration 15Q: 3 clusters Score -193318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -193319.812500 Penalty: 3478.455811
	Iteration 16Q: 3 clusters Score -193319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -193320.531250 Penalty: 3478.455811
	Iteration 17Q: 3 clusters Score -193320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -193324.921875 Penalty: 3478.455811
	Iteration 18Q: 3 clusters Score -193324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -193326.609375 Penalty: 3478.455811
	Iteration 19Q: 3 clusters Score -193326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -193327.031250 Penalty: 3478.455811
	Iteration 20F: 3 clusters Score -193327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Entering Unmasked Estep 
Score: -9461885.000000 Penalty: 2685.777588
	Iteration 0F: 2 clusters Score -9461885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -9430267.000000 Penalty: 5371.555176
	Iteration 0F: 3 clusters Score -9430267 nChanged 23252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -9442660.000000 Penalty: 5371.555176
	Iteration 1F: 3 clusters Score -9442660 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -9443131.000000 Penalty: 5371.555176
	Iteration 2Q: 3 clusters Score -9443131 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -9443633.000000 Penalty: 5371.555176
	Iteration 3Q: 3 clusters Score -9443633 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -9444058.000000 Penalty: 5371.555176
	Iteration 4Q: 3 clusters Score -9444058 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -9444469.000000 Penalty: 5371.555176
	Iteration 5Q: 3 clusters Score -9444469 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -9445040.000000 Penalty: 5371.555176
	Iteration 6Q: 3 clusters Score -9445040 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -9445960.000000 Penalty: 5371.555176
	Iteration 7Q: 3 clusters Score -9445960 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -9447487.000000 Penalty: 5371.555176
	Iteration 8F: 3 clusters Score -9447487 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -9449945.000000 Penalty: 5371.555176
	Iteration 9F: 3 clusters Score -9449945 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -9453200.000000 Penalty: 5371.555176
	Iteration 10F: 3 clusters Score -9453200 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -9456801.000000 Penalty: 5371.555176
	Iteration 11F: 3 clusters Score -9456801 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -9458486.000000 Penalty: 5371.555176
	Iteration 12F: 3 clusters Score -9458486 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -9459052.000000 Penalty: 5371.555176
	Iteration 13Q: 3 clusters Score -9459052 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -9459313.000000 Penalty: 5371.555176
	Iteration 14Q: 3 clusters Score -9459313 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -9459425.000000 Penalty: 5371.555176
	Iteration 15Q: 3 clusters Score -9459425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -9459478.000000 Penalty: 5371.555176
	Iteration 16Q: 3 clusters Score -9459478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -9459507.000000 Penalty: 5371.555176
	Iteration 17Q: 3 clusters Score -9459507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -9459511.000000 Penalty: 5371.555176
	Iteration 18Q: 3 clusters Score -9459511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -9459530.000000 Penalty: 5371.555176
	Iteration 19Q: 3 clusters Score -9459530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -9459542.000000 Penalty: 5371.555176
	Iteration 20F: 3 clusters Score -9459542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -9459549.000000 Penalty: 5371.555176
	Iteration 21Q: 3 clusters Score -9459549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -9459550.000000 Penalty: 5371.555176
	Iteration 22Q: 3 clusters Score -9459550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -9459551.000000 Penalty: 5371.555176
	Iteration 23Q: 3 clusters Score -9459551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -9459551.000000 Penalty: 5371.555176
	Iteration 24F: 3 clusters Score -9459551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -926297.875000 Penalty: 2112.065430
	Iteration 0F: 2 clusters Score -926297.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -921749.937500 Penalty: 4224.130859
	Iteration 0F: 3 clusters Score -921749.9 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -922869.625000 Penalty: 4224.130859
	Iteration 1F: 3 clusters Score -922869.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -923058.062500 Penalty: 4224.130859
	Iteration 2F: 3 clusters Score -923058.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -923177.437500 Penalty: 4224.130859
	Iteration 3Q: 3 clusters Score -923177.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -923264.375000 Penalty: 4224.130859
	Iteration 4Q: 3 clusters Score -923264.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -923327.375000 Penalty: 4224.130859
	Iteration 5Q: 3 clusters Score -923327.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -923381.062500 Penalty: 4224.130859
	Iteration 6Q: 3 clusters Score -923381.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -923433.187500 Penalty: 4224.130859
	Iteration 7Q: 3 clusters Score -923433.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -923475.062500 Penalty: 4224.130859
	Iteration 8Q: 3 clusters Score -923475.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -923512.500000 Penalty: 4224.130859
	Iteration 9Q: 3 clusters Score -923512.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -923544.625000 Penalty: 4224.130859
	Iteration 10Q: 3 clusters Score -923544.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -923582.375000 Penalty: 4224.130859
	Iteration 11Q: 3 clusters Score -923582.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -923621.875000 Penalty: 4224.130859
	Iteration 12Q: 3 clusters Score -923621.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -923655.125000 Penalty: 4224.130859
	Iteration 13Q: 3 clusters Score -923655.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -923692.250000 Penalty: 4224.130859
	Iteration 14Q: 3 clusters Score -923692.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -923732.000000 Penalty: 4224.130859
	Iteration 15Q: 3 clusters Score -923732 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -923772.875000 Penalty: 4224.130859
	Iteration 16Q: 3 clusters Score -923772.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -923816.937500 Penalty: 4224.130859
	Iteration 17Q: 3 clusters Score -923816.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -923865.000000 Penalty: 4224.130859
	Iteration 18Q: 3 clusters Score -923865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -923901.875000 Penalty: 4224.130859
	Iteration 19Q: 3 clusters Score -923901.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -923932.250000 Penalty: 4224.130859
	Iteration 20F: 3 clusters Score -923932.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -923966.875000 Penalty: 4224.130859
	Iteration 21Q: 3 clusters Score -923966.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -923998.812500 Penalty: 4224.130859
	Iteration 22Q: 3 clusters Score -923998.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -924032.312500 Penalty: 4224.130859
	Iteration 23Q: 3 clusters Score -924032.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -924062.187500 Penalty: 4224.130859
	Iteration 24Q: 3 clusters Score -924062.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -924084.562500 Penalty: 4224.130859
	Iteration 25Q: 3 clusters Score -924084.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -924107.562500 Penalty: 4224.130859
	Iteration 26Q: 3 clusters Score -924107.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -924135.250000 Penalty: 4224.130859
	Iteration 27Q: 3 clusters Score -924135.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -924160.625000 Penalty: 4224.130859
	Iteration 28Q: 3 clusters Score -924160.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -924183.125000 Penalty: 4224.130859
	Iteration 29Q: 3 clusters Score -924183.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -924206.375000 Penalty: 4224.130859
	Iteration 30Q: 3 clusters Score -924206.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -924225.812500 Penalty: 4224.130859
	Iteration 31Q: 3 clusters Score -924225.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -924246.187500 Penalty: 4224.130859
	Iteration 32Q: 3 clusters Score -924246.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -924275.062500 Penalty: 4224.130859
	Iteration 33Q: 3 clusters Score -924275.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -924312.375000 Penalty: 4224.130859
	Iteration 34Q: 3 clusters Score -924312.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -924340.187500 Penalty: 4224.130859
	Iteration 35Q: 3 clusters Score -924340.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -924371.062500 Penalty: 4224.130859
	Iteration 36Q: 3 clusters Score -924371.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -924404.562500 Penalty: 4224.130859
	Iteration 37Q: 3 clusters Score -924404.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -924441.312500 Penalty: 4224.130859
	Iteration 38Q: 3 clusters Score -924441.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -924470.875000 Penalty: 4224.130859
	Iteration 39Q: 3 clusters Score -924470.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -924501.250000 Penalty: 4224.130859
	Iteration 40F: 3 clusters Score -924501.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -924523.000000 Penalty: 4224.130859
	Iteration 41Q: 3 clusters Score -924523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -924543.937500 Penalty: 4224.130859
	Iteration 42Q: 3 clusters Score -924543.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -924564.375000 Penalty: 4224.130859
	Iteration 43Q: 3 clusters Score -924564.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -924582.437500 Penalty: 4224.130859
	Iteration 44Q: 3 clusters Score -924582.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -924612.562500 Penalty: 4224.130859
	Iteration 45Q: 3 clusters Score -924612.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -924633.125000 Penalty: 4224.130859
	Iteration 46Q: 3 clusters Score -924633.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -924650.062500 Penalty: 4224.130859
	Iteration 47Q: 3 clusters Score -924650.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -924662.750000 Penalty: 4224.130859
	Iteration 48Q: 3 clusters Score -924662.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -924672.750000 Penalty: 4224.130859
	Iteration 49Q: 3 clusters Score -924672.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -924686.062500 Penalty: 4224.130859
	Iteration 50Q: 3 clusters Score -924686.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -924698.125000 Penalty: 4224.130859
	Iteration 51Q: 3 clusters Score -924698.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -924704.375000 Penalty: 4224.130859
	Iteration 52Q: 3 clusters Score -924704.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -924710.937500 Penalty: 4224.130859
	Iteration 53Q: 3 clusters Score -924710.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -924715.500000 Penalty: 4224.130859
	Iteration 54Q: 3 clusters Score -924715.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -924720.125000 Penalty: 4224.130859
	Iteration 55Q: 3 clusters Score -924720.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -924723.875000 Penalty: 4224.130859
	Iteration 56Q: 3 clusters Score -924723.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -924734.500000 Penalty: 4224.130859
	Iteration 57Q: 3 clusters Score -924734.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -924738.937500 Penalty: 4224.130859
	Iteration 58Q: 3 clusters Score -924738.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -924745.437500 Penalty: 4224.130859
	Iteration 59Q: 3 clusters Score -924745.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -924751.375000 Penalty: 4224.130859
	Iteration 60F: 3 clusters Score -924751.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -924758.250000 Penalty: 4224.130859
	Iteration 61Q: 3 clusters Score -924758.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -924764.687500 Penalty: 4224.130859
	Iteration 62Q: 3 clusters Score -924764.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -924770.250000 Penalty: 4224.130859
	Iteration 63Q: 3 clusters Score -924770.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -924778.000000 Penalty: 4224.130859
	Iteration 64Q: 3 clusters Score -924778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -924787.375000 Penalty: 4224.130859
	Iteration 65Q: 3 clusters Score -924787.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -924792.750000 Penalty: 4224.130859
	Iteration 66Q: 3 clusters Score -924792.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -924797.625000 Penalty: 4224.130859
	Iteration 67Q: 3 clusters Score -924797.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -924801.687500 Penalty: 4224.130859
	Iteration 68Q: 3 clusters Score -924801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -924803.125000 Penalty: 4224.130859
	Iteration 69Q: 3 clusters Score -924803.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -924805.812500 Penalty: 4224.130859
	Iteration 70Q: 3 clusters Score -924805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -924808.500000 Penalty: 4224.130859
	Iteration 71Q: 3 clusters Score -924808.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -924812.187500 Penalty: 4224.130859
	Iteration 72Q: 3 clusters Score -924812.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -924812.750000 Penalty: 4224.130859
	Iteration 73Q: 3 clusters Score -924812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -924813.437500 Penalty: 4224.130859
	Iteration 74Q: 3 clusters Score -924813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -924813.187500 Penalty: 4224.130859
	Iteration 75Q: 3 clusters Score -924813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -924815.937500 Penalty: 4224.130859
	Iteration 76Q: 3 clusters Score -924815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -924816.437500 Penalty: 4224.130859
	Iteration 77Q: 3 clusters Score -924816.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -924817.000000 Penalty: 4224.130859
	Iteration 78Q: 3 clusters Score -924817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -924816.687500 Penalty: 4224.130859
	Iteration 79Q: 3 clusters Score -924816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -924817.187500 Penalty: 4224.130859
	Iteration 80F: 3 clusters Score -924817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -924818.312500 Penalty: 4224.130859
	Iteration 81Q: 3 clusters Score -924818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -924818.250000 Penalty: 4224.130859
	Iteration 82Q: 3 clusters Score -924818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -924818.250000 Penalty: 4224.130859
	Iteration 83F: 3 clusters Score -924818.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -76683.515625 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -76683.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75312.562500 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -75312.56 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75756.968750 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -75756.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76103.085938 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -76103.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76276.078125 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -76276.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76366.390625 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -76366.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76430.015625 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -76430.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76450.804688 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -76450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76462.023438 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -76462.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76467.187500 Penalty: 3096.142822
	Iteration 8F: 3 clusters Score -76467.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76479.390625 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -76479.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76492.187500 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -76492.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76513.257812 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -76513.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76529.023438 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -76529.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76540.906250 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -76540.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76571.023438 Penalty: 3096.142822
	Iteration 14Q: 3 clusters Score -76571.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76581.492188 Penalty: 3096.142822
	Iteration 15Q: 3 clusters Score -76581.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76597.000000 Penalty: 3096.142822
	Iteration 16Q: 3 clusters Score -76597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76602.601562 Penalty: 3096.142822
	Iteration 17Q: 3 clusters Score -76602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76626.125000 Penalty: 3096.142822
	Iteration 18Q: 3 clusters Score -76626.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76651.812500 Penalty: 3096.142822
	Iteration 19Q: 3 clusters Score -76651.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76654.812500 Penalty: 3096.142822
	Iteration 20F: 3 clusters Score -76654.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76656.703125 Penalty: 3096.142822
	Iteration 21Q: 3 clusters Score -76656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76656.703125 Penalty: 3096.142822
	Iteration 22F: 3 clusters Score -76656.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Entering Unmasked Estep 
Score: -8863088.000000 Penalty: 2671.402588
	Iteration 0F: 2 clusters Score -8863088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8831617.000000 Penalty: 5342.805176
	Iteration 0F: 3 clusters Score -8831617 nChanged 22058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -8843916.000000 Penalty: 5342.805176
	Iteration 1F: 3 clusters Score -8843916 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -8844380.000000 Penalty: 5342.805176
	Iteration 2Q: 3 clusters Score -8844380 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -8844847.000000 Penalty: 5342.805176
	Iteration 3Q: 3 clusters Score -8844847 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -8845363.000000 Penalty: 5342.805176
	Iteration 4Q: 3 clusters Score -8845363 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -8845936.000000 Penalty: 5342.805176
	Iteration 5Q: 3 clusters Score -8845936 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -8846573.000000 Penalty: 5342.805176
	Iteration 6Q: 3 clusters Score -8846573 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -8847309.000000 Penalty: 5342.805176
	Iteration 7Q: 3 clusters Score -8847309 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -8848322.000000 Penalty: 5342.805176
	Iteration 8Q: 3 clusters Score -8848322 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -8849927.000000 Penalty: 5342.805176
	Iteration 9F: 3 clusters Score -8849927 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -8851794.000000 Penalty: 5342.805176
	Iteration 10F: 3 clusters Score -8851794 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -8853600.000000 Penalty: 5342.805176
	Iteration 11F: 3 clusters Score -8853600 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -8854739.000000 Penalty: 5342.805176
	Iteration 12Q: 3 clusters Score -8854739 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -8855329.000000 Penalty: 5342.805176
	Iteration 13Q: 3 clusters Score -8855329 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -8855770.000000 Penalty: 5342.805176
	Iteration 14Q: 3 clusters Score -8855770 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -8856139.000000 Penalty: 5342.805176
	Iteration 15Q: 3 clusters Score -8856139 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -8856549.000000 Penalty: 5342.805176
	Iteration 16Q: 3 clusters Score -8856549 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -8856961.000000 Penalty: 5342.805176
	Iteration 17Q: 3 clusters Score -8856961 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -8857389.000000 Penalty: 5342.805176
	Iteration 18Q: 3 clusters Score -8857389 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -8857762.000000 Penalty: 5342.805176
	Iteration 19Q: 3 clusters Score -8857762 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -8858141.000000 Penalty: 5342.805176
	Iteration 20F: 3 clusters Score -8858141 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -8858415.000000 Penalty: 5342.805176
	Iteration 21Q: 3 clusters Score -8858415 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -8858610.000000 Penalty: 5342.805176
	Iteration 22Q: 3 clusters Score -8858610 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -8858859.000000 Penalty: 5342.805176
	Iteration 23Q: 3 clusters Score -8858859 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -8859001.000000 Penalty: 5342.805176
	Iteration 24Q: 3 clusters Score -8859001 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -8859092.000000 Penalty: 5342.805176
	Iteration 25Q: 3 clusters Score -8859092 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -8859142.000000 Penalty: 5342.805176
	Iteration 26Q: 3 clusters Score -8859142 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -8859230.000000 Penalty: 5342.805176
	Iteration 27Q: 3 clusters Score -8859230 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -8859267.000000 Penalty: 5342.805176
	Iteration 28Q: 3 clusters Score -8859267 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -8859308.000000 Penalty: 5342.805176
	Iteration 29Q: 3 clusters Score -8859308 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -8859354.000000 Penalty: 5342.805176
	Iteration 30Q: 3 clusters Score -8859354 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -8859435.000000 Penalty: 5342.805176
	Iteration 31Q: 3 clusters Score -8859435 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -8859503.000000 Penalty: 5342.805176
	Iteration 32Q: 3 clusters Score -8859503 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -8859488.000000 Penalty: 5342.805176
	Iteration 33Q: 3 clusters Score -8859488 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -8859521.000000 Penalty: 5342.805176
	Iteration 34Q: 3 clusters Score -8859521 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -8859570.000000 Penalty: 5342.805176
	Iteration 35Q: 3 clusters Score -8859570 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -8859588.000000 Penalty: 5342.805176
	Iteration 36Q: 3 clusters Score -8859588 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -8859639.000000 Penalty: 5342.805176
	Iteration 37Q: 3 clusters Score -8859639 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -8859670.000000 Penalty: 5342.805176
	Iteration 38Q: 3 clusters Score -8859670 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -8859712.000000 Penalty: 5342.805176
	Iteration 39Q: 3 clusters Score -8859712 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -8859716.000000 Penalty: 5342.805176
	Iteration 40F: 3 clusters Score -8859716 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -8859786.000000 Penalty: 5342.805176
	Iteration 41Q: 3 clusters Score -8859786 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -8859810.000000 Penalty: 5342.805176
	Iteration 42Q: 3 clusters Score -8859810 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -8859876.000000 Penalty: 5342.805176
	Iteration 43Q: 3 clusters Score -8859876 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -8859910.000000 Penalty: 5342.805176
	Iteration 44Q: 3 clusters Score -8859910 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -8859927.000000 Penalty: 5342.805176
	Iteration 45Q: 3 clusters Score -8859927 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -8859913.000000 Penalty: 5342.805176
	Iteration 46Q: 3 clusters Score -8859913 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -8859979.000000 Penalty: 5342.805176
	Iteration 47Q: 3 clusters Score -8859979 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -8859991.000000 Penalty: 5342.805176
	Iteration 48Q: 3 clusters Score -8859991 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -8860002.000000 Penalty: 5342.805176
	Iteration 49Q: 3 clusters Score -8860002 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -8859983.000000 Penalty: 5342.805176
	Iteration 50Q: 3 clusters Score -8859983 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -8860023.000000 Penalty: 5342.805176
	Iteration 51Q: 3 clusters Score -8860023 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -8860029.000000 Penalty: 5342.805176
	Iteration 52Q: 3 clusters Score -8860029 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -8860086.000000 Penalty: 5342.805176
	Iteration 53Q: 3 clusters Score -8860086 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -8860111.000000 Penalty: 5342.805176
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8860132 nChanged 98
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Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8860177 nChanged 101
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Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8860181 nChanged 88
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Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -8860205.000000 Penalty: 5342.805176
	Iteration 60F: 3 clusters Score -8860205 nChanged 99
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Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35065 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8860229 nChanged 92
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Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8860249 nChanged 77
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Mstep: Class 1 contains 35232 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8860246 nChanged 91
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Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8860232 nChanged 75
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Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8860255 nChanged 95
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Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8860250 nChanged 131
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Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8860287 nChanged 90
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Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8860290 nChanged 92
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Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8860315 nChanged 87
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36782 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8860334 nChanged 86
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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 9940 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 9533 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8860461 nChanged 66
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9344 members 
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	Iteration 98Q: 3 clusters Score -8860453 nChanged 44
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8860465 nChanged 30
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8860471 nChanged 26
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	Iteration 104Q: 3 clusters Score -8860468 nChanged 34
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	Iteration 105Q: 3 clusters Score -8860473 nChanged 34
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	Iteration 106Q: 3 clusters Score -8860485 nChanged 30
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	Iteration 107Q: 3 clusters Score -8860497 nChanged 35
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	Iteration 108Q: 3 clusters Score -8860500 nChanged 36
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	Iteration 109Q: 3 clusters Score -8860482 nChanged 38
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	Iteration 110Q: 3 clusters Score -8860490 nChanged 48
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	Iteration 113Q: 3 clusters Score -8860508 nChanged 62
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	Iteration 114Q: 3 clusters Score -8860530 nChanged 62
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	Iteration 115Q: 3 clusters Score -8860552 nChanged 55
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	Iteration 116Q: 3 clusters Score -8860558 nChanged 55
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8860565 nChanged 47
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	Iteration 119Q: 3 clusters Score -8860557 nChanged 44
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	Iteration 120F: 3 clusters Score -8860562 nChanged 47
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	Iteration 121Q: 3 clusters Score -8860534 nChanged 50
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	Iteration 122Q: 3 clusters Score -8860530 nChanged 62
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	Iteration 123Q: 3 clusters Score -8860545 nChanged 63
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	Iteration 124Q: 3 clusters Score -8860536 nChanged 48
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	Iteration 125Q: 3 clusters Score -8860546 nChanged 38
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	Iteration 126Q: 3 clusters Score -8860543 nChanged 41
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	Iteration 127Q: 3 clusters Score -8860543 nChanged 47
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	Iteration 128Q: 3 clusters Score -8860556 nChanged 54
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	Iteration 130Q: 3 clusters Score -8860567 nChanged 51
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	Iteration 131Q: 3 clusters Score -8860571 nChanged 52
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	Iteration 133Q: 3 clusters Score -8860596 nChanged 37
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	Iteration 134Q: 3 clusters Score -8860589 nChanged 40
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	Iteration 135Q: 3 clusters Score -8860609 nChanged 31
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	Iteration 136Q: 3 clusters Score -8860600 nChanged 37
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	Iteration 137Q: 3 clusters Score -8860612 nChanged 40
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	Iteration 138Q: 3 clusters Score -8860611 nChanged 34
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	Iteration 139Q: 3 clusters Score -8860637 nChanged 40
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	Iteration 140F: 3 clusters Score -8860630 nChanged 31
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	Iteration 141Q: 3 clusters Score -8860626 nChanged 32
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	Iteration 142Q: 3 clusters Score -8860623 nChanged 31
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	Iteration 143Q: 3 clusters Score -8860622 nChanged 34
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	Iteration 144Q: 3 clusters Score -8860614 nChanged 41
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	Iteration 145Q: 3 clusters Score -8860615 nChanged 34
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	Iteration 146Q: 3 clusters Score -8860613 nChanged 33
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	Iteration 147Q: 3 clusters Score -8860621 nChanged 36
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	Iteration 148Q: 3 clusters Score -8860625 nChanged 47
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8860671 nChanged 42
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Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8860666 nChanged 42
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Mstep: Class 2 contains 7037 members 
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	Iteration 152Q: 3 clusters Score -8860674 nChanged 43
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Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8860676 nChanged 31
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Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8860682 nChanged 19
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Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8860680 nChanged 26
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Mstep: Class 2 contains 6920 members 
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	Iteration 156Q: 3 clusters Score -8860697 nChanged 21
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Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8860708 nChanged 19
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	Iteration 158Q: 3 clusters Score -8860704 nChanged 28
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8860718 nChanged 19
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Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -8860712.000000 Penalty: 5342.805176
	Iteration 160F: 3 clusters Score -8860712 nChanged 18
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8860703 nChanged 20
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8860700 nChanged 19
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	Iteration 163Q: 3 clusters Score -8860693 nChanged 16
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8860703 nChanged 19
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Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8860685 nChanged 16
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8860684 nChanged 18
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	Iteration 167Q: 3 clusters Score -8860668 nChanged 13
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8860672 nChanged 13
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	Iteration 169Q: 3 clusters Score -8860674 nChanged 15
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Mstep: Class 2 contains 6668 members 
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	Iteration 170Q: 3 clusters Score -8860662 nChanged 12
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Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 6656 members 
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	Iteration 171Q: 3 clusters Score -8860667 nChanged 9
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	Iteration 172Q: 3 clusters Score -8860689 nChanged 10
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	Iteration 173Q: 3 clusters Score -8860678 nChanged 7
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	Iteration 174Q: 3 clusters Score -8860681 nChanged 9
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8860670 nChanged 13
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	Iteration 176Q: 3 clusters Score -8860671 nChanged 12
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	Iteration 177Q: 3 clusters Score -8860662 nChanged 11
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	Iteration 178Q: 3 clusters Score -8860667 nChanged 15
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Mstep: Class 2 contains 6570 members 
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	Iteration 179Q: 3 clusters Score -8860671 nChanged 14
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8860675 nChanged 12
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	Iteration 181Q: 3 clusters Score -8860667 nChanged 9
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	Iteration 182Q: 3 clusters Score -8860664 nChanged 8
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	Iteration 183Q: 3 clusters Score -8860664 nChanged 8
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	Iteration 184Q: 3 clusters Score -8860667 nChanged 9
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	Iteration 185Q: 3 clusters Score -8860665 nChanged 10
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	Iteration 186Q: 3 clusters Score -8860667 nChanged 8
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	Iteration 187Q: 3 clusters Score -8860674 nChanged 11
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	Iteration 188Q: 3 clusters Score -8860655 nChanged 13
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	Iteration 189Q: 3 clusters Score -8860666 nChanged 12
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	Iteration 190Q: 3 clusters Score -8860662 nChanged 14
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	Iteration 191Q: 3 clusters Score -8860678 nChanged 11
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	Iteration 192Q: 3 clusters Score -8860679 nChanged 16
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	Iteration 193Q: 3 clusters Score -8860670 nChanged 14
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	Iteration 194Q: 3 clusters Score -8860673 nChanged 15
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	Iteration 195Q: 3 clusters Score -8860676 nChanged 16
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	Iteration 196Q: 3 clusters Score -8860671 nChanged 19
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	Iteration 197Q: 3 clusters Score -8860694 nChanged 24
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	Iteration 198Q: 3 clusters Score -8860691 nChanged 23
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	Iteration 199Q: 3 clusters Score -8860690 nChanged 18
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	Iteration 200F: 3 clusters Score -8860683 nChanged 10
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	Iteration 201Q: 3 clusters Score -8860685 nChanged 12
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	Iteration 202Q: 3 clusters Score -8860698 nChanged 12
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	Iteration 203Q: 3 clusters Score -8860696 nChanged 12
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	Iteration 204Q: 3 clusters Score -8860702 nChanged 13
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	Iteration 205Q: 3 clusters Score -8860699 nChanged 17
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	Iteration 206Q: 3 clusters Score -8860694 nChanged 20
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	Iteration 207Q: 3 clusters Score -8860691 nChanged 19
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	Iteration 208Q: 3 clusters Score -8860689 nChanged 17
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	Iteration 209Q: 3 clusters Score -8860698 nChanged 12
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	Iteration 210Q: 3 clusters Score -8860695 nChanged 10
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	Iteration 211Q: 3 clusters Score -8860692 nChanged 19
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	Iteration 212Q: 3 clusters Score -8860682 nChanged 12
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	Iteration 213Q: 3 clusters Score -8860691 nChanged 6
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	Iteration 214Q: 3 clusters Score -8860683 nChanged 6
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	Iteration 215Q: 3 clusters Score -8860685 nChanged 10
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	Iteration 216Q: 3 clusters Score -8860680 nChanged 7
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	Iteration 217Q: 3 clusters Score -8860697 nChanged 8
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	Iteration 218Q: 3 clusters Score -8860689 nChanged 12
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	Iteration 219Q: 3 clusters Score -8860688 nChanged 16
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	Iteration 220F: 3 clusters Score -8860687 nChanged 14
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	Iteration 221Q: 3 clusters Score -8860693 nChanged 8
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	Iteration 222Q: 3 clusters Score -8860700 nChanged 10
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	Iteration 223Q: 3 clusters Score -8860701 nChanged 7
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	Iteration 224Q: 3 clusters Score -8860707 nChanged 3
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	Iteration 225Q: 3 clusters Score -8860700 nChanged 4
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	Iteration 226Q: 3 clusters Score -8860693 nChanged 6
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	Iteration 227Q: 3 clusters Score -8860694 nChanged 13
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	Iteration 228Q: 3 clusters Score -8860697 nChanged 16
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	Iteration 229Q: 3 clusters Score -8860681 nChanged 12
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	Iteration 230Q: 3 clusters Score -8860675 nChanged 10
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	Iteration 231Q: 3 clusters Score -8860675 nChanged 10
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	Iteration 232Q: 3 clusters Score -8860691 nChanged 14
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	Iteration 233Q: 3 clusters Score -8860681 nChanged 12
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	Iteration 234Q: 3 clusters Score -8860679 nChanged 27
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	Iteration 235Q: 3 clusters Score -8860675 nChanged 27
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	Iteration 236Q: 3 clusters Score -8860680 nChanged 34
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	Iteration 237Q: 3 clusters Score -8860679 nChanged 32
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	Iteration 238Q: 3 clusters Score -8860690 nChanged 27
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	Iteration 239Q: 3 clusters Score -8860681 nChanged 34
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	Iteration 240F: 3 clusters Score -8860699 nChanged 33
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	Iteration 241Q: 3 clusters Score -8860697 nChanged 27
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	Iteration 242Q: 3 clusters Score -8860705 nChanged 26
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	Iteration 243Q: 3 clusters Score -8860707 nChanged 25
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Entering Unmasked Estep 
Score: -8860693.000000 Penalty: 5342.805176
	Iteration 244Q: 3 clusters Score -8860693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -8860694.000000 Penalty: 5342.805176
	Iteration 245Q: 3 clusters Score -8860694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -8860714.000000 Penalty: 5342.805176
	Iteration 246Q: 3 clusters Score -8860714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -8860720.000000 Penalty: 5342.805176
	Iteration 247Q: 3 clusters Score -8860720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -8860719.000000 Penalty: 5342.805176
	Iteration 248Q: 3 clusters Score -8860719 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -8860721.000000 Penalty: 5342.805176
	Iteration 249Q: 3 clusters Score -8860721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -8860739.000000 Penalty: 5342.805176
	Iteration 250Q: 3 clusters Score -8860739 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -8860734.000000 Penalty: 5342.805176
	Iteration 251Q: 3 clusters Score -8860734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -8860737.000000 Penalty: 5342.805176
	Iteration 252Q: 3 clusters Score -8860737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -8860757.000000 Penalty: 5342.805176
	Iteration 253Q: 3 clusters Score -8860757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -8860750.000000 Penalty: 5342.805176
	Iteration 254Q: 3 clusters Score -8860750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -8860757.000000 Penalty: 5342.805176
	Iteration 255Q: 3 clusters Score -8860757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -8860763.000000 Penalty: 5342.805176
	Iteration 256Q: 3 clusters Score -8860763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -8860760.000000 Penalty: 5342.805176
	Iteration 257Q: 3 clusters Score -8860760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -8860743.000000 Penalty: 5342.805176
	Iteration 258Q: 3 clusters Score -8860743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -8860746.000000 Penalty: 5342.805176
	Iteration 259Q: 3 clusters Score -8860746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -8860753.000000 Penalty: 5342.805176
	Iteration 260F: 3 clusters Score -8860753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -8860757.000000 Penalty: 5342.805176
	Iteration 261Q: 3 clusters Score -8860757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -8860761.000000 Penalty: 5342.805176
	Iteration 262Q: 3 clusters Score -8860761 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -8860764.000000 Penalty: 5342.805176
	Iteration 263Q: 3 clusters Score -8860764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -8860777.000000 Penalty: 5342.805176
	Iteration 264Q: 3 clusters Score -8860777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -8860772.000000 Penalty: 5342.805176
	Iteration 265Q: 3 clusters Score -8860772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -8860787.000000 Penalty: 5342.805176
	Iteration 266Q: 3 clusters Score -8860787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -8860798.000000 Penalty: 5342.805176
	Iteration 267Q: 3 clusters Score -8860798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -8860803.000000 Penalty: 5342.805176
	Iteration 268Q: 3 clusters Score -8860803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -8860810.000000 Penalty: 5342.805176
	Iteration 269Q: 3 clusters Score -8860810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -8860811.000000 Penalty: 5342.805176
	Iteration 270Q: 3 clusters Score -8860811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -8860792.000000 Penalty: 5342.805176
	Iteration 271Q: 3 clusters Score -8860792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -8860793.000000 Penalty: 5342.805176
	Iteration 272Q: 3 clusters Score -8860793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -8860794.000000 Penalty: 5342.805176
	Iteration 273Q: 3 clusters Score -8860794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8860795.000000 Penalty: 5342.805176
	Iteration 274Q: 3 clusters Score -8860795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8860793.000000 Penalty: 5342.805176
	Iteration 275Q: 3 clusters Score -8860793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -8860789.000000 Penalty: 5342.805176
	Iteration 276Q: 3 clusters Score -8860789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -8860799.000000 Penalty: 5342.805176
	Iteration 277Q: 3 clusters Score -8860799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -8860812.000000 Penalty: 5342.805176
	Iteration 278Q: 3 clusters Score -8860812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -8860813.000000 Penalty: 5342.805176
	Iteration 279Q: 3 clusters Score -8860813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -8860809.000000 Penalty: 5342.805176
	Iteration 280F: 3 clusters Score -8860809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -8860799.000000 Penalty: 5342.805176
	Iteration 281Q: 3 clusters Score -8860799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -8860803.000000 Penalty: 5342.805176
	Iteration 282Q: 3 clusters Score -8860803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -8860806.000000 Penalty: 5342.805176
	Iteration 283Q: 3 clusters Score -8860806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -8860808.000000 Penalty: 5342.805176
	Iteration 284Q: 3 clusters Score -8860808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -8860807.000000 Penalty: 5342.805176
	Iteration 285Q: 3 clusters Score -8860807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -8860809.000000 Penalty: 5342.805176
	Iteration 286Q: 3 clusters Score -8860809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -8860803.000000 Penalty: 5342.805176
	Iteration 287Q: 3 clusters Score -8860803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -8860801.000000 Penalty: 5342.805176
	Iteration 288Q: 3 clusters Score -8860801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -8860800.000000 Penalty: 5342.805176
	Iteration 289Q: 3 clusters Score -8860800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -8860796.000000 Penalty: 5342.805176
	Iteration 290Q: 3 clusters Score -8860796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -8860796.000000 Penalty: 5342.805176
	Iteration 291Q: 3 clusters Score -8860796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8860800.000000 Penalty: 5342.805176
	Iteration 292Q: 3 clusters Score -8860800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -8860809.000000 Penalty: 5342.805176
	Iteration 293Q: 3 clusters Score -8860809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8860809.000000 Penalty: 5342.805176
	Iteration 294Q: 3 clusters Score -8860809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -8860814.000000 Penalty: 5342.805176
	Iteration 295Q: 3 clusters Score -8860814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8860814.000000 Penalty: 5342.805176
	Iteration 296Q: 3 clusters Score -8860814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -8860808.000000 Penalty: 5342.805176
	Iteration 297Q: 3 clusters Score -8860808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -8860819.000000 Penalty: 5342.805176
	Iteration 298Q: 3 clusters Score -8860819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -8860811.000000 Penalty: 5342.805176
	Iteration 299Q: 3 clusters Score -8860811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8860810.000000 Penalty: 5342.805176
	Iteration 300F: 3 clusters Score -8860810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -8860817.000000 Penalty: 5342.805176
	Iteration 301Q: 3 clusters Score -8860817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -8860813.000000 Penalty: 5342.805176
	Iteration 302Q: 3 clusters Score -8860813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -8860822.000000 Penalty: 5342.805176
	Iteration 303Q: 3 clusters Score -8860822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -8860815.000000 Penalty: 5342.805176
	Iteration 304Q: 3 clusters Score -8860815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -8860817.000000 Penalty: 5342.805176
	Iteration 305Q: 3 clusters Score -8860817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -8860808.000000 Penalty: 5342.805176
	Iteration 306Q: 3 clusters Score -8860808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8860803.000000 Penalty: 5342.805176
	Iteration 307Q: 3 clusters Score -8860803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -8860815.000000 Penalty: 5342.805176
	Iteration 308Q: 3 clusters Score -8860815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -8860824.000000 Penalty: 5342.805176
	Iteration 309Q: 3 clusters Score -8860824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -8860822.000000 Penalty: 5342.805176
	Iteration 310Q: 3 clusters Score -8860822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -8860824.000000 Penalty: 5342.805176
	Iteration 311Q: 3 clusters Score -8860824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -8860822.000000 Penalty: 5342.805176
	Iteration 312Q: 3 clusters Score -8860822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -8860819.000000 Penalty: 5342.805176
	Iteration 313Q: 3 clusters Score -8860819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -8860825.000000 Penalty: 5342.805176
	Iteration 314Q: 3 clusters Score -8860825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -8860838.000000 Penalty: 5342.805176
	Iteration 315Q: 3 clusters Score -8860838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -8860836.000000 Penalty: 5342.805176
	Iteration 316Q: 3 clusters Score -8860836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -8860837.000000 Penalty: 5342.805176
	Iteration 317Q: 3 clusters Score -8860837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -8860841.000000 Penalty: 5342.805176
	Iteration 318Q: 3 clusters Score -8860841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8860835.000000 Penalty: 5342.805176
	Iteration 319Q: 3 clusters Score -8860835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -8860831.000000 Penalty: 5342.805176
	Iteration 320F: 3 clusters Score -8860831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49932 members 
Entering Unmasked Estep 
Score: -9281554.000000 Penalty: 2682.967529
	Iteration 0F: 2 clusters Score -9281554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -9249343.000000 Penalty: 5365.935059
	Iteration 0F: 3 clusters Score -9249343 nChanged 22974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9262051 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9262594 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -9263170.000000 Penalty: 5365.935059
	Iteration 3Q: 3 clusters Score -9263170 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -9263765.000000 Penalty: 5365.935059
	Iteration 4Q: 3 clusters Score -9263765 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -9264633.000000 Penalty: 5365.935059
	Iteration 5Q: 3 clusters Score -9264633 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -9265705.000000 Penalty: 5365.935059
	Iteration 6Q: 3 clusters Score -9265705 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -9267143.000000 Penalty: 5365.935059
	Iteration 7F: 3 clusters Score -9267143 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -9269084.000000 Penalty: 5365.935059
	Iteration 8F: 3 clusters Score -9269084 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -9271347.000000 Penalty: 5365.935059
	Iteration 9F: 3 clusters Score -9271347 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -9273463.000000 Penalty: 5365.935059
	Iteration 10F: 3 clusters Score -9273463 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -9275181.000000 Penalty: 5365.935059
	Iteration 11Q: 3 clusters Score -9275181 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -9276478.000000 Penalty: 5365.935059
	Iteration 12Q: 3 clusters Score -9276478 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -9277306.000000 Penalty: 5365.935059
	Iteration 13Q: 3 clusters Score -9277306 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -9277924.000000 Penalty: 5365.935059
	Iteration 14Q: 3 clusters Score -9277924 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -9278447.000000 Penalty: 5365.935059
	Iteration 15Q: 3 clusters Score -9278447 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -9278761.000000 Penalty: 5365.935059
	Iteration 16Q: 3 clusters Score -9278761 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -9279148.000000 Penalty: 5365.935059
	Iteration 17Q: 3 clusters Score -9279148 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -9279367.000000 Penalty: 5365.935059
	Iteration 18Q: 3 clusters Score -9279367 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -9279537.000000 Penalty: 5365.935059
	Iteration 19Q: 3 clusters Score -9279537 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -9279699.000000 Penalty: 5365.935059
	Iteration 20F: 3 clusters Score -9279699 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -9279766.000000 Penalty: 5365.935059
	Iteration 21Q: 3 clusters Score -9279766 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -9279825.000000 Penalty: 5365.935059
	Iteration 22Q: 3 clusters Score -9279825 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -9279879.000000 Penalty: 5365.935059
	Iteration 23Q: 3 clusters Score -9279879 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -9279915.000000 Penalty: 5365.935059
	Iteration 24Q: 3 clusters Score -9279915 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -9279975.000000 Penalty: 5365.935059
	Iteration 25Q: 3 clusters Score -9279975 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -9280006.000000 Penalty: 5365.935059
	Iteration 26Q: 3 clusters Score -9280006 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -9280011.000000 Penalty: 5365.935059
	Iteration 27Q: 3 clusters Score -9280011 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -9280022.000000 Penalty: 5365.935059
	Iteration 28Q: 3 clusters Score -9280022 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -9280028.000000 Penalty: 5365.935059
	Iteration 29Q: 3 clusters Score -9280028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -9280050.000000 Penalty: 5365.935059
	Iteration 30Q: 3 clusters Score -9280050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -9280051.000000 Penalty: 5365.935059
	Iteration 31Q: 3 clusters Score -9280051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -9280045.000000 Penalty: 5365.935059
	Iteration 32Q: 3 clusters Score -9280045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -9280052.000000 Penalty: 5365.935059
	Iteration 33Q: 3 clusters Score -9280052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -9280053.000000 Penalty: 5365.935059
	Iteration 34Q: 3 clusters Score -9280053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -9280056.000000 Penalty: 5365.935059
	Iteration 35Q: 3 clusters Score -9280056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -9280061.000000 Penalty: 5365.935059
	Iteration 36Q: 3 clusters Score -9280061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -9280057.000000 Penalty: 5365.935059
	Iteration 37Q: 3 clusters Score -9280057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -9280064.000000 Penalty: 5365.935059
	Iteration 38Q: 3 clusters Score -9280064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -9280071.000000 Penalty: 5365.935059
	Iteration 39Q: 3 clusters Score -9280071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -9280076.000000 Penalty: 5365.935059
	Iteration 40F: 3 clusters Score -9280076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -9280069.000000 Penalty: 5365.935059
	Iteration 41Q: 3 clusters Score -9280069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -9280077.000000 Penalty: 5365.935059
	Iteration 42Q: 3 clusters Score -9280077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -9280071.000000 Penalty: 5365.935059
	Iteration 43Q: 3 clusters Score -9280071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -9280070.000000 Penalty: 5365.935059
	Iteration 44Q: 3 clusters Score -9280070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -9280062.000000 Penalty: 5365.935059
	Iteration 45Q: 3 clusters Score -9280062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -9280064.000000 Penalty: 5365.935059
	Iteration 46Q: 3 clusters Score -9280064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -9280061.000000 Penalty: 5365.935059
	Iteration 47Q: 3 clusters Score -9280061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -9280067.000000 Penalty: 5365.935059
	Iteration 48Q: 3 clusters Score -9280067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -9280068.000000 Penalty: 5365.935059
	Iteration 49Q: 3 clusters Score -9280068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -9280065.000000 Penalty: 5365.935059
	Iteration 50Q: 3 clusters Score -9280065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -9280071.000000 Penalty: 5365.935059
	Iteration 51Q: 3 clusters Score -9280071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -9280069.000000 Penalty: 5365.935059
	Iteration 52Q: 3 clusters Score -9280069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -9280077.000000 Penalty: 5365.935059
	Iteration 53Q: 3 clusters Score -9280077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -9280069.000000 Penalty: 5365.935059
	Iteration 54Q: 3 clusters Score -9280069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -9280080.000000 Penalty: 5365.935059
	Iteration 55Q: 3 clusters Score -9280080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -9280083.000000 Penalty: 5365.935059
	Iteration 56Q: 3 clusters Score -9280083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -9280076.000000 Penalty: 5365.935059
	Iteration 57Q: 3 clusters Score -9280076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -9280075.000000 Penalty: 5365.935059
	Iteration 58Q: 3 clusters Score -9280075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -9280079.000000 Penalty: 5365.935059
	Iteration 59Q: 3 clusters Score -9280079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -9280081.000000 Penalty: 5365.935059
	Iteration 60F: 3 clusters Score -9280081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -9280080.000000 Penalty: 5365.935059
	Iteration 61Q: 3 clusters Score -9280080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -9280088.000000 Penalty: 5365.935059
	Iteration 62Q: 3 clusters Score -9280088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -9280095.000000 Penalty: 5365.935059
	Iteration 63Q: 3 clusters Score -9280095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -9280095.000000 Penalty: 5365.935059
	Iteration 64F: 3 clusters Score -9280095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Entering Unmasked Estep 
Score: -4252993.500000 Penalty: 2486.539551
	Iteration 0F: 2 clusters Score -4252994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4237276.500000 Penalty: 4973.079102
	Iteration 0F: 3 clusters Score -4237276 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4242534.000000 Penalty: 4973.079102
	Iteration 1F: 3 clusters Score -4242534 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -4242916.000000 Penalty: 4973.079102
	Iteration 2F: 3 clusters Score -4242916 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -4243208.000000 Penalty: 4973.079102
	Iteration 3Q: 3 clusters Score -4243208 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4243456.000000 Penalty: 4973.079102
	Iteration 4Q: 3 clusters Score -4243456 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -4243669.000000 Penalty: 4973.079102
	Iteration 5Q: 3 clusters Score -4243669 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -4243920.000000 Penalty: 4973.079102
	Iteration 6Q: 3 clusters Score -4243920 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -4244213.500000 Penalty: 4973.079102
	Iteration 7Q: 3 clusters Score -4244214 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -4244672.000000 Penalty: 4973.079102
	Iteration 8Q: 3 clusters Score -4244672 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -4245297.500000 Penalty: 4973.079102
	Iteration 9Q: 3 clusters Score -4245298 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -4246111.000000 Penalty: 4973.079102
	Iteration 10F: 3 clusters Score -4246111 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4247100.500000 Penalty: 4973.079102
	Iteration 11F: 3 clusters Score -4247100 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4248147.000000 Penalty: 4973.079102
	Iteration 12F: 3 clusters Score -4248147 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4249102.000000 Penalty: 4973.079102
	Iteration 13Q: 3 clusters Score -4249102 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -4249795.500000 Penalty: 4973.079102
	Iteration 14Q: 3 clusters Score -4249796 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -4250199.500000 Penalty: 4973.079102
	Iteration 15Q: 3 clusters Score -4250200 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -4250429.500000 Penalty: 4973.079102
	Iteration 16Q: 3 clusters Score -4250430 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4250597.500000 Penalty: 4973.079102
	Iteration 17Q: 3 clusters Score -4250598 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -4250687.000000 Penalty: 4973.079102
	Iteration 18Q: 3 clusters Score -4250687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -4250738.500000 Penalty: 4973.079102
	Iteration 19Q: 3 clusters Score -4250738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -4250772.000000 Penalty: 4973.079102
	Iteration 20F: 3 clusters Score -4250772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4250814.000000 Penalty: 4973.079102
	Iteration 21Q: 3 clusters Score -4250814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -4250840.500000 Penalty: 4973.079102
	Iteration 22Q: 3 clusters Score -4250840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4250869.500000 Penalty: 4973.079102
	Iteration 23Q: 3 clusters Score -4250870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -4250881.500000 Penalty: 4973.079102
	Iteration 24Q: 3 clusters Score -4250882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4250900.000000 Penalty: 4973.079102
	Iteration 25Q: 3 clusters Score -4250900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4250906.500000 Penalty: 4973.079102
	Iteration 26Q: 3 clusters Score -4250906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -4250926.500000 Penalty: 4973.079102
	Iteration 27Q: 3 clusters Score -4250926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -4250933.000000 Penalty: 4973.079102
	Iteration 28Q: 3 clusters Score -4250933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4250939.000000 Penalty: 4973.079102
	Iteration 29Q: 3 clusters Score -4250939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4250943.000000 Penalty: 4973.079102
	Iteration 30Q: 3 clusters Score -4250943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -4250951.000000 Penalty: 4973.079102
	Iteration 31Q: 3 clusters Score -4250951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -4250953.000000 Penalty: 4973.079102
	Iteration 32Q: 3 clusters Score -4250953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4250958.500000 Penalty: 4973.079102
	Iteration 33Q: 3 clusters Score -4250958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4250958.500000 Penalty: 4973.079102
	Iteration 34Q: 3 clusters Score -4250958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -4250967.500000 Penalty: 4973.079102
	Iteration 35Q: 3 clusters Score -4250968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -4250968.000000 Penalty: 4973.079102
	Iteration 36Q: 3 clusters Score -4250968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -4250968.000000 Penalty: 4973.079102
	Iteration 37F: 3 clusters Score -4250968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (42262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Entering Unmasked Estep 
Score: -7855752.000000 Penalty: 2641.607666
	Iteration 0F: 2 clusters Score -7855752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -7827251.000000 Penalty: 5283.215332
	Iteration 0F: 3 clusters Score -7827251 nChanged 19316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -7838025.500000 Penalty: 5283.215332
	Iteration 1F: 3 clusters Score -7838026 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -7838462.500000 Penalty: 5283.215332
	Iteration 2Q: 3 clusters Score -7838462 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -7838920.500000 Penalty: 5283.215332
	Iteration 3Q: 3 clusters Score -7838920 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -7839272.500000 Penalty: 5283.215332
	Iteration 4Q: 3 clusters Score -7839272 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -7839660.500000 Penalty: 5283.215332
	Iteration 5Q: 3 clusters Score -7839660 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -7840060.000000 Penalty: 5283.215332
	Iteration 6Q: 3 clusters Score -7840060 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -7840555.000000 Penalty: 5283.215332
	Iteration 7Q: 3 clusters Score -7840555 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -7841149.500000 Penalty: 5283.215332
	Iteration 8Q: 3 clusters Score -7841150 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -7841939.500000 Penalty: 5283.215332
	Iteration 9Q: 3 clusters Score -7841940 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -7843057.000000 Penalty: 5283.215332
	Iteration 10Q: 3 clusters Score -7843057 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -7844507.000000 Penalty: 5283.215332
	Iteration 11F: 3 clusters Score -7844507 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -7846299.500000 Penalty: 5283.215332
	Iteration 12F: 3 clusters Score -7846300 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -7848021.500000 Penalty: 5283.215332
	Iteration 13F: 3 clusters Score -7848022 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -7849518.500000 Penalty: 5283.215332
	Iteration 14Q: 3 clusters Score -7849518 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -7850742.500000 Penalty: 5283.215332
	Iteration 15Q: 3 clusters Score -7850742 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7851638.000000 Penalty: 5283.215332
	Iteration 16Q: 3 clusters Score -7851638 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -7852169.000000 Penalty: 5283.215332
	Iteration 17Q: 3 clusters Score -7852169 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -7852575.000000 Penalty: 5283.215332
	Iteration 18Q: 3 clusters Score -7852575 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -7852755.500000 Penalty: 5283.215332
	Iteration 19Q: 3 clusters Score -7852756 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -7852930.000000 Penalty: 5283.215332
	Iteration 20F: 3 clusters Score -7852930 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -7853034.000000 Penalty: 5283.215332
	Iteration 21Q: 3 clusters Score -7853034 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -7853114.500000 Penalty: 5283.215332
	Iteration 22Q: 3 clusters Score -7853114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -7853192.000000 Penalty: 5283.215332
	Iteration 23Q: 3 clusters Score -7853192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -7853248.000000 Penalty: 5283.215332
	Iteration 24Q: 3 clusters Score -7853248 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -7853288.500000 Penalty: 5283.215332
	Iteration 25Q: 3 clusters Score -7853288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -7853339.000000 Penalty: 5283.215332
	Iteration 26Q: 3 clusters Score -7853339 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -7853364.500000 Penalty: 5283.215332
	Iteration 27Q: 3 clusters Score -7853364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -7853374.500000 Penalty: 5283.215332
	Iteration 28Q: 3 clusters Score -7853374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -7853404.500000 Penalty: 5283.215332
	Iteration 29Q: 3 clusters Score -7853404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -7853421.000000 Penalty: 5283.215332
	Iteration 30Q: 3 clusters Score -7853421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -7853443.000000 Penalty: 5283.215332
	Iteration 31Q: 3 clusters Score -7853443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -7853458.000000 Penalty: 5283.215332
	Iteration 32Q: 3 clusters Score -7853458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -7853474.500000 Penalty: 5283.215332
	Iteration 33Q: 3 clusters Score -7853474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -7853474.500000 Penalty: 5283.215332
	Iteration 34Q: 3 clusters Score -7853474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -7853478.500000 Penalty: 5283.215332
	Iteration 35Q: 3 clusters Score -7853478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -7853483.000000 Penalty: 5283.215332
	Iteration 36Q: 3 clusters Score -7853483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -7853483.500000 Penalty: 5283.215332
	Iteration 37Q: 3 clusters Score -7853484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -7853483.000000 Penalty: 5283.215332
	Iteration 38Q: 3 clusters Score -7853483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -7853483.500000 Penalty: 5283.215332
	Iteration 39Q: 3 clusters Score -7853484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -7853486.000000 Penalty: 5283.215332
	Iteration 40F: 3 clusters Score -7853486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -7853488.000000 Penalty: 5283.215332
	Iteration 41Q: 3 clusters Score -7853488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -7853488.000000 Penalty: 5283.215332
	Iteration 42F: 3 clusters Score -7853488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Entering Unmasked Estep 
Score: -1849459.500000 Penalty: 2283.394287
	Iteration 0F: 2 clusters Score -1849460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1841752.875000 Penalty: 4566.788574
	Iteration 0F: 3 clusters Score -1841753 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1843972.625000 Penalty: 4566.788574
	Iteration 1F: 3 clusters Score -1843973 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1844236.500000 Penalty: 4566.788574
	Iteration 2F: 3 clusters Score -1844236 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1844390.000000 Penalty: 4566.788574
	Iteration 3Q: 3 clusters Score -1844390 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1844501.125000 Penalty: 4566.788574
	Iteration 4Q: 3 clusters Score -1844501 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1844618.375000 Penalty: 4566.788574
	Iteration 5Q: 3 clusters Score -1844618 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1844771.500000 Penalty: 4566.788574
	Iteration 6Q: 3 clusters Score -1844772 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1844973.625000 Penalty: 4566.788574
	Iteration 7Q: 3 clusters Score -1844974 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1845203.000000 Penalty: 4566.788574
	Iteration 8Q: 3 clusters Score -1845203 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1845399.000000 Penalty: 4566.788574
	Iteration 9Q: 3 clusters Score -1845399 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1845574.000000 Penalty: 4566.788574
	Iteration 10Q: 3 clusters Score -1845574 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1845751.000000 Penalty: 4566.788574
	Iteration 11Q: 3 clusters Score -1845751 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1845943.750000 Penalty: 4566.788574
	Iteration 12Q: 3 clusters Score -1845944 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1846157.750000 Penalty: 4566.788574
	Iteration 13Q: 3 clusters Score -1846158 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1846387.875000 Penalty: 4566.788574
	Iteration 14Q: 3 clusters Score -1846388 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1846644.625000 Penalty: 4566.788574
	Iteration 15Q: 3 clusters Score -1846645 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1846924.625000 Penalty: 4566.788574
	Iteration 16Q: 3 clusters Score -1846925 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1847205.750000 Penalty: 4566.788574
	Iteration 17Q: 3 clusters Score -1847206 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1847449.875000 Penalty: 4566.788574
	Iteration 18Q: 3 clusters Score -1847450 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1847652.750000 Penalty: 4566.788574
	Iteration 19Q: 3 clusters Score -1847653 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1847785.250000 Penalty: 4566.788574
	Iteration 20F: 3 clusters Score -1847785 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1847867.750000 Penalty: 4566.788574
	Iteration 21Q: 3 clusters Score -1847868 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1847923.750000 Penalty: 4566.788574
	Iteration 22Q: 3 clusters Score -1847924 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1847961.000000 Penalty: 4566.788574
	Iteration 23Q: 3 clusters Score -1847961 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1847983.125000 Penalty: 4566.788574
	Iteration 24Q: 3 clusters Score -1847983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1848000.125000 Penalty: 4566.788574
	Iteration 25Q: 3 clusters Score -1848000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1848010.625000 Penalty: 4566.788574
	Iteration 26Q: 3 clusters Score -1848011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1848015.000000 Penalty: 4566.788574
	Iteration 27Q: 3 clusters Score -1848015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1848020.125000 Penalty: 4566.788574
	Iteration 28Q: 3 clusters Score -1848020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1848024.625000 Penalty: 4566.788574
	Iteration 29Q: 3 clusters Score -1848025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1848033.625000 Penalty: 4566.788574
	Iteration 30Q: 3 clusters Score -1848034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1848032.250000 Penalty: 4566.788574
	Iteration 31Q: 3 clusters Score -1848032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1848034.875000 Penalty: 4566.788574
	Iteration 32Q: 3 clusters Score -1848035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1848041.875000 Penalty: 4566.788574
	Iteration 33Q: 3 clusters Score -1848042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1848043.625000 Penalty: 4566.788574
	Iteration 34Q: 3 clusters Score -1848044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1848046.500000 Penalty: 4566.788574
	Iteration 35Q: 3 clusters Score -1848046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1848045.125000 Penalty: 4566.788574
	Iteration 36Q: 3 clusters Score -1848045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1848047.375000 Penalty: 4566.788574
	Iteration 37Q: 3 clusters Score -1848047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1848049.250000 Penalty: 4566.788574
	Iteration 38Q: 3 clusters Score -1848049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1848047.500000 Penalty: 4566.788574
	Iteration 39Q: 3 clusters Score -1848048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1848045.625000 Penalty: 4566.788574
	Iteration 40F: 3 clusters Score -1848046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (50370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Entering Unmasked Estep 
Score: -9443258.000000 Penalty: 2685.133545
	Iteration 0F: 2 clusters Score -9443258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -9411386.000000 Penalty: 5370.267090
	Iteration 0F: 3 clusters Score -9411386 nChanged 23296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -9424342.000000 Penalty: 5370.267090
	Iteration 1F: 3 clusters Score -9424342 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -9425036.000000 Penalty: 5370.267090
	Iteration 2Q: 3 clusters Score -9425036 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -9425899.000000 Penalty: 5370.267090
	Iteration 3Q: 3 clusters Score -9425899 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -9427023.000000 Penalty: 5370.267090
	Iteration 4Q: 3 clusters Score -9427023 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -9428656.000000 Penalty: 5370.267090
	Iteration 5F: 3 clusters Score -9428656 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -9431017.000000 Penalty: 5370.267090
	Iteration 6F: 3 clusters Score -9431017 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -9434123.000000 Penalty: 5370.267090
	Iteration 7F: 3 clusters Score -9434123 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -9437404.000000 Penalty: 5370.267090
	Iteration 8F: 3 clusters Score -9437404 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -9439438.000000 Penalty: 5370.267090
	Iteration 9F: 3 clusters Score -9439438 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9440255.000000 Penalty: 5370.267090
	Iteration 10Q: 3 clusters Score -9440255 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9440642.000000 Penalty: 5370.267090
	Iteration 11Q: 3 clusters Score -9440642 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9440815.000000 Penalty: 5370.267090
	Iteration 12Q: 3 clusters Score -9440815 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9440888.000000 Penalty: 5370.267090
	Iteration 13Q: 3 clusters Score -9440888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9440927.000000 Penalty: 5370.267090
	Iteration 14Q: 3 clusters Score -9440927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9440942.000000 Penalty: 5370.267090
	Iteration 15Q: 3 clusters Score -9440942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9440960.000000 Penalty: 5370.267090
	Iteration 16Q: 3 clusters Score -9440960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9440963.000000 Penalty: 5370.267090
	Iteration 17Q: 3 clusters Score -9440963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9440963.000000 Penalty: 5370.267090
	Iteration 18F: 3 clusters Score -9440963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48033 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12094 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54836 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4714 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 41757 members 
Mstep: Class 12 contains 27310 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52281 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49889 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50501 members 
Mstep: Class 21 contains 4996 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47657 members 
Mstep: Class 24 contains 49932 members 
Mstep: Class 25 contains 22615 members 
Mstep: Class 26 contains 42262 members 
Mstep: Class 27 contains 9969 members 
Mstep: Class 28 contains 50370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183752.000000 Penalty: 92417.976562
Iteration 319Q: 29 clusters Score -1.101838e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48019 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12097 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54837 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4703 members 
Mstep: Class 10 contains 4751 members 
Mstep: Class 11 contains 41741 members 
Mstep: Class 12 contains 27308 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52292 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49893 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50501 members 
Mstep: Class 21 contains 4999 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47645 members 
Mstep: Class 24 contains 49931 members 
Mstep: Class 25 contains 22639 members 
Mstep: Class 26 contains 42249 members 
Mstep: Class 27 contains 9964 members 
Mstep: Class 28 contains 50400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183856.000000 Penalty: 92417.976562
Iteration 320F: 29 clusters Score -1.101839e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48024 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12097 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54837 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4694 members 
Mstep: Class 10 contains 4748 members 
Mstep: Class 11 contains 41726 members 
Mstep: Class 12 contains 27304 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52326 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21024 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49887 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50512 members 
Mstep: Class 21 contains 4999 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47619 members 
Mstep: Class 24 contains 49916 members 
Mstep: Class 25 contains 22656 members 
Mstep: Class 26 contains 42244 members 
Mstep: Class 27 contains 9956 members 
Mstep: Class 28 contains 50417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184008.000000 Penalty: 92417.976562
Iteration 321Q: 29 clusters Score -1.10184e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48027 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12093 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54849 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 4742 members 
Mstep: Class 11 contains 41713 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52348 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21020 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49888 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50529 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47594 members 
Mstep: Class 24 contains 49902 members 
Mstep: Class 25 contains 22696 members 
Mstep: Class 26 contains 42237 members 
Mstep: Class 27 contains 9947 members 
Mstep: Class 28 contains 50412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184048.000000 Penalty: 92417.976562
Iteration 322Q: 29 clusters Score -1.10184e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48032 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12093 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54874 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4673 members 
Mstep: Class 10 contains 4739 members 
Mstep: Class 11 contains 41699 members 
Mstep: Class 12 contains 27301 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52360 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21025 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49915 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50536 members 
Mstep: Class 21 contains 5007 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47569 members 
Mstep: Class 24 contains 49886 members 
Mstep: Class 25 contains 22722 members 
Mstep: Class 26 contains 42224 members 
Mstep: Class 27 contains 9940 members 
Mstep: Class 28 contains 50391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184008.000000 Penalty: 92417.976562
Iteration 323Q: 29 clusters Score -1.10184e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48043 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12093 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54882 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 4736 members 
Mstep: Class 11 contains 41686 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52383 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21024 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49921 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50549 members 
Mstep: Class 21 contains 5011 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47575 members 
Mstep: Class 24 contains 49869 members 
Mstep: Class 25 contains 22748 members 
Mstep: Class 26 contains 42210 members 
Mstep: Class 27 contains 9938 members 
Mstep: Class 28 contains 50352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184144.000000 Penalty: 92417.976562
Iteration 324Q: 29 clusters Score -1.101841e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48057 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12087 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54884 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 4734 members 
Mstep: Class 11 contains 41672 members 
Mstep: Class 12 contains 27314 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52393 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21019 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49928 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50564 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47574 members 
Mstep: Class 24 contains 49853 members 
Mstep: Class 25 contains 22775 members 
Mstep: Class 26 contains 42199 members 
Mstep: Class 27 contains 9935 members 
Mstep: Class 28 contains 50338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184024.000000 Penalty: 92417.976562
Iteration 325Q: 29 clusters Score -1.10184e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48053 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12081 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54894 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4638 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 41667 members 
Mstep: Class 12 contains 27320 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52407 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21015 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49932 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50576 members 
Mstep: Class 21 contains 5016 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47586 members 
Mstep: Class 24 contains 49830 members 
Mstep: Class 25 contains 22788 members 
Mstep: Class 26 contains 42184 members 
Mstep: Class 27 contains 9930 members 
Mstep: Class 28 contains 50339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184200.000000 Penalty: 92417.976562
Iteration 326Q: 29 clusters Score -1.101842e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48060 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12076 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54899 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4628 members 
Mstep: Class 10 contains 4728 members 
Mstep: Class 11 contains 41663 members 
Mstep: Class 12 contains 27322 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52410 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49936 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50587 members 
Mstep: Class 21 contains 5017 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47591 members 
Mstep: Class 24 contains 49827 members 
Mstep: Class 25 contains 22798 members 
Mstep: Class 26 contains 42168 members 
Mstep: Class 27 contains 9928 members 
Mstep: Class 28 contains 50338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184032.000000 Penalty: 92417.976562
Iteration 327Q: 29 clusters Score -1.10184e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48050 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54906 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4622 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 41666 members 
Mstep: Class 12 contains 27323 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52421 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49944 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50591 members 
Mstep: Class 21 contains 5021 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47593 members 
Mstep: Class 24 contains 49808 members 
Mstep: Class 25 contains 22822 members 
Mstep: Class 26 contains 42142 members 
Mstep: Class 27 contains 9924 members 
Mstep: Class 28 contains 50348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184008.000000 Penalty: 92417.976562
Iteration 328Q: 29 clusters Score -1.10184e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48057 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54912 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4618 members 
Mstep: Class 10 contains 4720 members 
Mstep: Class 11 contains 41653 members 
Mstep: Class 12 contains 27326 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52431 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21001 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49953 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50582 members 
Mstep: Class 21 contains 5024 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47616 members 
Mstep: Class 24 contains 49789 members 
Mstep: Class 25 contains 22837 members 
Mstep: Class 26 contains 42119 members 
Mstep: Class 27 contains 9918 members 
Mstep: Class 28 contains 50359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184152.000000 Penalty: 92417.976562
Iteration 329Q: 29 clusters Score -1.101842e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48060 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54918 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4613 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 41644 members 
Mstep: Class 12 contains 27331 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52416 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 20990 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49951 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50608 members 
Mstep: Class 21 contains 5029 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47630 members 
Mstep: Class 24 contains 49790 members 
Mstep: Class 25 contains 22845 members 
Mstep: Class 26 contains 42084 members 
Mstep: Class 27 contains 9917 members 
Mstep: Class 28 contains 50381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184096.000000 Penalty: 92417.976562
Iteration 330Q: 29 clusters Score -1.101841e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48068 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12060 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54928 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 41637 members 
Mstep: Class 12 contains 27333 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52390 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 20994 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49955 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50639 members 
Mstep: Class 21 contains 5034 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47642 members 
Mstep: Class 24 contains 49771 members 
Mstep: Class 25 contains 22855 members 
Mstep: Class 26 contains 42053 members 
Mstep: Class 27 contains 9911 members 
Mstep: Class 28 contains 50401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184272.000000 Penalty: 92417.976562
Iteration 331Q: 29 clusters Score -1.101843e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48094 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54915 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 41629 members 
Mstep: Class 12 contains 27333 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52383 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 20988 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49961 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50676 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47649 members 
Mstep: Class 24 contains 49751 members 
Mstep: Class 25 contains 22874 members 
Mstep: Class 26 contains 42018 members 
Mstep: Class 27 contains 9909 members 
Mstep: Class 28 contains 50401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184200.000000 Penalty: 92417.976562
Iteration 332Q: 29 clusters Score -1.101842e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48113 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12060 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54897 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 41609 members 
Mstep: Class 12 contains 27330 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52396 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 20987 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49964 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50691 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47664 members 
Mstep: Class 24 contains 49739 members 
Mstep: Class 25 contains 22914 members 
Mstep: Class 26 contains 41970 members 
Mstep: Class 27 contains 9899 members 
Mstep: Class 28 contains 50409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184248.000000 Penalty: 92417.976562
Iteration 333Q: 29 clusters Score -1.101842e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48132 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12057 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54893 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4607 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 41596 members 
Mstep: Class 12 contains 27331 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52401 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 20991 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49962 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50702 members 
Mstep: Class 21 contains 5041 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47669 members 
Mstep: Class 24 contains 49735 members 
Mstep: Class 25 contains 22932 members 
Mstep: Class 26 contains 41921 members 
Mstep: Class 27 contains 9888 members 
Mstep: Class 28 contains 50425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184056.000000 Penalty: 92417.976562
Iteration 334Q: 29 clusters Score -1.101841e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48154 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54874 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 41579 members 
Mstep: Class 12 contains 27330 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52398 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 20993 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49971 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50716 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47674 members 
Mstep: Class 24 contains 49742 members 
Mstep: Class 25 contains 22952 members 
Mstep: Class 26 contains 41895 members 
Mstep: Class 27 contains 9879 members 
Mstep: Class 28 contains 50430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183944.000000 Penalty: 92417.976562
Iteration 335Q: 29 clusters Score -1.101839e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48174 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12059 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54870 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 4702 members 
Mstep: Class 11 contains 41561 members 
Mstep: Class 12 contains 27326 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52405 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 20997 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49972 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50716 members 
Mstep: Class 21 contains 5043 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47684 members 
Mstep: Class 24 contains 49743 members 
Mstep: Class 25 contains 22968 members 
Mstep: Class 26 contains 41853 members 
Mstep: Class 27 contains 9868 members 
Mstep: Class 28 contains 50445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183872.000000 Penalty: 92417.976562
Iteration 336Q: 29 clusters Score -1.101839e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48201 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12058 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54841 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4607 members 
Mstep: Class 10 contains 4696 members 
Mstep: Class 11 contains 41552 members 
Mstep: Class 12 contains 27328 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52426 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21002 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49969 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50704 members 
Mstep: Class 21 contains 5045 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47688 members 
Mstep: Class 24 contains 49729 members 
Mstep: Class 25 contains 22980 members 
Mstep: Class 26 contains 41834 members 
Mstep: Class 27 contains 9861 members 
Mstep: Class 28 contains 50467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183776.000000 Penalty: 92417.976562
Iteration 337Q: 29 clusters Score -1.101838e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48218 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12060 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54822 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 41545 members 
Mstep: Class 12 contains 27332 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52425 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49970 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50721 members 
Mstep: Class 21 contains 5048 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47695 members 
Mstep: Class 24 contains 49724 members 
Mstep: Class 25 contains 22984 members 
Mstep: Class 26 contains 41819 members 
Mstep: Class 27 contains 9855 members 
Mstep: Class 28 contains 50473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183808.000000 Penalty: 92417.976562
Iteration 338Q: 29 clusters Score -1.101838e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48249 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12064 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54804 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 4690 members 
Mstep: Class 11 contains 41533 members 
Mstep: Class 12 contains 27333 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52427 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 20998 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49961 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50735 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47703 members 
Mstep: Class 24 contains 49715 members 
Mstep: Class 25 contains 22987 members 
Mstep: Class 26 contains 41806 members 
Mstep: Class 27 contains 9847 members 
Mstep: Class 28 contains 50483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183904.000000 Penalty: 92417.976562
Iteration 339Q: 29 clusters Score -1.101839e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48261 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12066 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54793 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 4682 members 
Mstep: Class 11 contains 41516 members 
Mstep: Class 12 contains 27335 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52414 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 20991 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49952 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50765 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47720 members 
Mstep: Class 24 contains 49728 members 
Mstep: Class 25 contains 22998 members 
Mstep: Class 26 contains 41778 members 
Mstep: Class 27 contains 9832 members 
Mstep: Class 28 contains 50499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184024.000000 Penalty: 92417.976562
Iteration 340F: 29 clusters Score -1.10184e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48274 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54775 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 4674 members 
Mstep: Class 11 contains 41504 members 
Mstep: Class 12 contains 27337 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52384 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 20990 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49962 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50802 members 
Mstep: Class 21 contains 5063 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47730 members 
Mstep: Class 24 contains 49757 members 
Mstep: Class 25 contains 23016 members 
Mstep: Class 26 contains 41729 members 
Mstep: Class 27 contains 9826 members 
Mstep: Class 28 contains 50505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184064.000000 Penalty: 92417.976562
Iteration 341Q: 29 clusters Score -1.101841e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48298 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54747 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 41495 members 
Mstep: Class 12 contains 27335 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52399 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20986 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49967 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50807 members 
Mstep: Class 21 contains 5064 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47749 members 
Mstep: Class 24 contains 49768 members 
Mstep: Class 25 contains 23036 members 
Mstep: Class 26 contains 41683 members 
Mstep: Class 27 contains 9817 members 
Mstep: Class 28 contains 50508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184064.000000 Penalty: 92417.976562
Iteration 342Q: 29 clusters Score -1.101841e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48322 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54705 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 4668 members 
Mstep: Class 11 contains 41481 members 
Mstep: Class 12 contains 27339 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52395 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20981 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49978 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50821 members 
Mstep: Class 21 contains 5062 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47769 members 
Mstep: Class 24 contains 49776 members 
Mstep: Class 25 contains 23053 members 
Mstep: Class 26 contains 41647 members 
Mstep: Class 27 contains 9808 members 
Mstep: Class 28 contains 50520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184184.000000 Penalty: 92417.976562
Iteration 343Q: 29 clusters Score -1.101842e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48333 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54667 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4591 members 
Mstep: Class 10 contains 4666 members 
Mstep: Class 11 contains 41466 members 
Mstep: Class 12 contains 27345 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52413 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20968 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49983 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50826 members 
Mstep: Class 21 contains 5062 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47799 members 
Mstep: Class 24 contains 49775 members 
Mstep: Class 25 contains 23079 members 
Mstep: Class 26 contains 41602 members 
Mstep: Class 27 contains 9812 members 
Mstep: Class 28 contains 50531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184112.000000 Penalty: 92417.976562
Iteration 344Q: 29 clusters Score -1.101841e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48339 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12075 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54646 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 4665 members 
Mstep: Class 11 contains 41447 members 
Mstep: Class 12 contains 27350 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52417 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20959 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49997 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50847 members 
Mstep: Class 21 contains 5057 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47820 members 
Mstep: Class 24 contains 49778 members 
Mstep: Class 25 contains 23077 members 
Mstep: Class 26 contains 41557 members 
Mstep: Class 27 contains 9810 members 
Mstep: Class 28 contains 50563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184200.000000 Penalty: 92417.976562
Iteration 345Q: 29 clusters Score -1.101842e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48353 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12076 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54634 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4579 members 
Mstep: Class 10 contains 4663 members 
Mstep: Class 11 contains 41436 members 
Mstep: Class 12 contains 27353 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52430 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49995 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50861 members 
Mstep: Class 21 contains 5054 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47832 members 
Mstep: Class 24 contains 49765 members 
Mstep: Class 25 contains 23089 members 
Mstep: Class 26 contains 41529 members 
Mstep: Class 27 contains 9811 members 
Mstep: Class 28 contains 50571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183984.000000 Penalty: 92417.976562
Iteration 346Q: 29 clusters Score -1.10184e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48359 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12072 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54603 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4571 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 41428 members 
Mstep: Class 12 contains 27353 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52451 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20957 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50000 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50883 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47854 members 
Mstep: Class 24 contains 49755 members 
Mstep: Class 25 contains 23106 members 
Mstep: Class 26 contains 41496 members 
Mstep: Class 27 contains 9810 members 
Mstep: Class 28 contains 50580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183976.000000 Penalty: 92417.976562
Iteration 347Q: 29 clusters Score -1.10184e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48382 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12073 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54580 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4568 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 41418 members 
Mstep: Class 12 contains 27353 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52448 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20952 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50009 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50896 members 
Mstep: Class 21 contains 5057 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47869 members 
Mstep: Class 24 contains 49746 members 
Mstep: Class 25 contains 23117 members 
Mstep: Class 26 contains 41450 members 
Mstep: Class 27 contains 9810 members 
Mstep: Class 28 contains 50604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183960.000000 Penalty: 92417.976562
Iteration 348Q: 29 clusters Score -1.10184e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48401 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54555 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4558 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 41409 members 
Mstep: Class 12 contains 27353 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52455 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20951 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50017 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50909 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47890 members 
Mstep: Class 24 contains 49738 members 
Mstep: Class 25 contains 23144 members 
Mstep: Class 26 contains 41409 members 
Mstep: Class 27 contains 9809 members 
Mstep: Class 28 contains 50608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184056.000000 Penalty: 92417.976562
Iteration 349Q: 29 clusters Score -1.101841e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48409 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54547 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 4646 members 
Mstep: Class 11 contains 41399 members 
Mstep: Class 12 contains 27353 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52431 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20955 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50019 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50936 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47902 members 
Mstep: Class 24 contains 49745 members 
Mstep: Class 25 contains 23164 members 
Mstep: Class 26 contains 41376 members 
Mstep: Class 27 contains 9807 members 
Mstep: Class 28 contains 50624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184032.000000 Penalty: 92417.976562
Iteration 350Q: 29 clusters Score -1.10184e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48407 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12073 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54522 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 41388 members 
Mstep: Class 12 contains 27354 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52426 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20951 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50020 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50966 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47918 members 
Mstep: Class 24 contains 49739 members 
Mstep: Class 25 contains 23193 members 
Mstep: Class 26 contains 41342 members 
Mstep: Class 27 contains 9809 members 
Mstep: Class 28 contains 50645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184000.000000 Penalty: 92417.976562
Iteration 351Q: 29 clusters Score -1.10184e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48413 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54496 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 41377 members 
Mstep: Class 12 contains 27354 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52403 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20939 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50033 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 50990 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47931 members 
Mstep: Class 24 contains 49748 members 
Mstep: Class 25 contains 23230 members 
Mstep: Class 26 contains 41313 members 
Mstep: Class 27 contains 9809 members 
Mstep: Class 28 contains 50672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184024.000000 Penalty: 92417.976562
Iteration 352Q: 29 clusters Score -1.10184e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48430 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12066 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54477 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4510 members 
Mstep: Class 10 contains 4629 members 
Mstep: Class 11 contains 41358 members 
Mstep: Class 12 contains 27354 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52385 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20931 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50041 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51014 members 
Mstep: Class 21 contains 5057 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47941 members 
Mstep: Class 24 contains 49748 members 
Mstep: Class 25 contains 23262 members 
Mstep: Class 26 contains 41280 members 
Mstep: Class 27 contains 9809 members 
Mstep: Class 28 contains 50697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184008.000000 Penalty: 92417.976562
Iteration 353Q: 29 clusters Score -1.10184e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48448 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54482 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 4625 members 
Mstep: Class 11 contains 41344 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52383 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20928 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50041 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51046 members 
Mstep: Class 21 contains 5056 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47953 members 
Mstep: Class 24 contains 49754 members 
Mstep: Class 25 contains 23267 members 
Mstep: Class 26 contains 41257 members 
Mstep: Class 27 contains 9808 members 
Mstep: Class 28 contains 50686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184008.000000 Penalty: 92417.976562
Iteration 354Q: 29 clusters Score -1.10184e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48466 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12058 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 41329 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52384 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20927 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50030 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51055 members 
Mstep: Class 21 contains 5055 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47969 members 
Mstep: Class 24 contains 49759 members 
Mstep: Class 25 contains 23288 members 
Mstep: Class 26 contains 41231 members 
Mstep: Class 27 contains 9807 members 
Mstep: Class 28 contains 50698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184192.000000 Penalty: 92417.976562
Iteration 355Q: 29 clusters Score -1.101842e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48473 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12055 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54487 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4463 members 
Mstep: Class 10 contains 4622 members 
Mstep: Class 11 contains 41313 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52391 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20931 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50035 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51067 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47986 members 
Mstep: Class 24 contains 49756 members 
Mstep: Class 25 contains 23300 members 
Mstep: Class 26 contains 41192 members 
Mstep: Class 27 contains 9806 members 
Mstep: Class 28 contains 50697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183960.000000 Penalty: 92417.976562
Iteration 356Q: 29 clusters Score -1.10184e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48493 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12050 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54492 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 4620 members 
Mstep: Class 11 contains 41293 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52384 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20932 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50037 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51097 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 47987 members 
Mstep: Class 24 contains 49740 members 
Mstep: Class 25 contains 23312 members 
Mstep: Class 26 contains 41158 members 
Mstep: Class 27 contains 9806 members 
Mstep: Class 28 contains 50719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183976.000000 Penalty: 92417.976562
Iteration 357Q: 29 clusters Score -1.10184e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48508 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12049 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54511 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 4617 members 
Mstep: Class 11 contains 41276 members 
Mstep: Class 12 contains 27361 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52371 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20927 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51114 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48000 members 
Mstep: Class 24 contains 49739 members 
Mstep: Class 25 contains 23326 members 
Mstep: Class 26 contains 41136 members 
Mstep: Class 27 contains 9801 members 
Mstep: Class 28 contains 50708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184088.000000 Penalty: 92417.976562
Iteration 358Q: 29 clusters Score -1.101841e+08 nChanged 370
Entering ConstructFrom: 
Score: -110184088.000000 Penalty: 92417.976562
Entering ConstructFrom: 
Trying to split cluster 1 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -104764.164062 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -104764.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -103189.734375 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -103189.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103483.687500 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -103483.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103636.648438 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -103636.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103734.015625 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -103734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103801.296875 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -103801.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103852.500000 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -103852.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103865.906250 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -103865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103868.906250 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -103868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103874.031250 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -103874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103881.968750 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -103882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103882.812500 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -103882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -103883.570312 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -103883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -103883.570312 Penalty: 3178.630371
	Iteration 12F: 3 clusters Score -103883.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Entering Unmasked Estep 
Score: -9076796.000000 Penalty: 2675.848389
	Iteration 0F: 2 clusters Score -9076796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -9045306.000000 Penalty: 5351.696777
	Iteration 0F: 3 clusters Score -9045306 nChanged 22494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -9057782.000000 Penalty: 5351.696777
	Iteration 1F: 3 clusters Score -9057782 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -9058363.000000 Penalty: 5351.696777
	Iteration 2Q: 3 clusters Score -9058363 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -9058890.000000 Penalty: 5351.696777
	Iteration 3Q: 3 clusters Score -9058890 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -9059387.000000 Penalty: 5351.696777
	Iteration 4Q: 3 clusters Score -9059387 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -9060212.000000 Penalty: 5351.696777
	Iteration 5Q: 3 clusters Score -9060212 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -9061322.000000 Penalty: 5351.696777
	Iteration 6Q: 3 clusters Score -9061322 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -9063159.000000 Penalty: 5351.696777
	Iteration 7F: 3 clusters Score -9063159 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -9065964.000000 Penalty: 5351.696777
	Iteration 8F: 3 clusters Score -9065964 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -9068783.000000 Penalty: 5351.696777
	Iteration 9F: 3 clusters Score -9068783 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -9070292.000000 Penalty: 5351.696777
	Iteration 10F: 3 clusters Score -9070292 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -9071094.000000 Penalty: 5351.696777
	Iteration 11Q: 3 clusters Score -9071094 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -9071633.000000 Penalty: 5351.696777
	Iteration 12Q: 3 clusters Score -9071633 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -9072111.000000 Penalty: 5351.696777
	Iteration 13Q: 3 clusters Score -9072111 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -9072448.000000 Penalty: 5351.696777
	Iteration 14Q: 3 clusters Score -9072448 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -9072750.000000 Penalty: 5351.696777
	Iteration 15Q: 3 clusters Score -9072750 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -9072935.000000 Penalty: 5351.696777
	Iteration 16Q: 3 clusters Score -9072935 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -9073055.000000 Penalty: 5351.696777
	Iteration 17Q: 3 clusters Score -9073055 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -9073214.000000 Penalty: 5351.696777
	Iteration 18Q: 3 clusters Score -9073214 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -9073291.000000 Penalty: 5351.696777
	Iteration 19Q: 3 clusters Score -9073291 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -9073365.000000 Penalty: 5351.696777
	Iteration 20F: 3 clusters Score -9073365 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -9073369.000000 Penalty: 5351.696777
	Iteration 21Q: 3 clusters Score -9073369 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -9073416.000000 Penalty: 5351.696777
	Iteration 22Q: 3 clusters Score -9073416 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -9073452.000000 Penalty: 5351.696777
	Iteration 23Q: 3 clusters Score -9073452 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -9073487.000000 Penalty: 5351.696777
	Iteration 24Q: 3 clusters Score -9073487 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -9073527.000000 Penalty: 5351.696777
	Iteration 25Q: 3 clusters Score -9073527 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -9073579.000000 Penalty: 5351.696777
	Iteration 26Q: 3 clusters Score -9073579 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -9073603.000000 Penalty: 5351.696777
	Iteration 27Q: 3 clusters Score -9073603 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -9073612.000000 Penalty: 5351.696777
	Iteration 28Q: 3 clusters Score -9073612 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -9073621.000000 Penalty: 5351.696777
	Iteration 29Q: 3 clusters Score -9073621 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -9073640.000000 Penalty: 5351.696777
	Iteration 30Q: 3 clusters Score -9073640 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -9073662.000000 Penalty: 5351.696777
	Iteration 31Q: 3 clusters Score -9073662 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -9073678.000000 Penalty: 5351.696777
	Iteration 32Q: 3 clusters Score -9073678 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -9073685.000000 Penalty: 5351.696777
	Iteration 33Q: 3 clusters Score -9073685 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -9073694.000000 Penalty: 5351.696777
	Iteration 34Q: 3 clusters Score -9073694 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -9073745.000000 Penalty: 5351.696777
	Iteration 35Q: 3 clusters Score -9073745 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -9073754.000000 Penalty: 5351.696777
	Iteration 36Q: 3 clusters Score -9073754 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -9073762.000000 Penalty: 5351.696777
	Iteration 37Q: 3 clusters Score -9073762 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -9073783.000000 Penalty: 5351.696777
	Iteration 38Q: 3 clusters Score -9073783 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -9073793.000000 Penalty: 5351.696777
	Iteration 39Q: 3 clusters Score -9073793 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -9073794.000000 Penalty: 5351.696777
	Iteration 40F: 3 clusters Score -9073794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -9073813.000000 Penalty: 5351.696777
	Iteration 41Q: 3 clusters Score -9073813 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -9073832.000000 Penalty: 5351.696777
	Iteration 42Q: 3 clusters Score -9073832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -9073843.000000 Penalty: 5351.696777
	Iteration 43Q: 3 clusters Score -9073843 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -9073858.000000 Penalty: 5351.696777
	Iteration 44Q: 3 clusters Score -9073858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -9073864.000000 Penalty: 5351.696777
	Iteration 45Q: 3 clusters Score -9073864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -9073864.000000 Penalty: 5351.696777
	Iteration 46Q: 3 clusters Score -9073864 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -9073866.000000 Penalty: 5351.696777
	Iteration 47Q: 3 clusters Score -9073866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -9073882.000000 Penalty: 5351.696777
	Iteration 48Q: 3 clusters Score -9073882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -9073879.000000 Penalty: 5351.696777
	Iteration 49Q: 3 clusters Score -9073879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -9073905.000000 Penalty: 5351.696777
	Iteration 50Q: 3 clusters Score -9073905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -9073903.000000 Penalty: 5351.696777
	Iteration 51Q: 3 clusters Score -9073903 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -9073914.000000 Penalty: 5351.696777
	Iteration 52Q: 3 clusters Score -9073914 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -9073921.000000 Penalty: 5351.696777
	Iteration 53Q: 3 clusters Score -9073921 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -9073932.000000 Penalty: 5351.696777
	Iteration 54Q: 3 clusters Score -9073932 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -9073949.000000 Penalty: 5351.696777
	Iteration 55Q: 3 clusters Score -9073949 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -9073976.000000 Penalty: 5351.696777
	Iteration 56Q: 3 clusters Score -9073976 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -9073988.000000 Penalty: 5351.696777
	Iteration 57Q: 3 clusters Score -9073988 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -9073999.000000 Penalty: 5351.696777
	Iteration 58Q: 3 clusters Score -9073999 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -9074002.000000 Penalty: 5351.696777
	Iteration 59Q: 3 clusters Score -9074002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -9074014.000000 Penalty: 5351.696777
	Iteration 60F: 3 clusters Score -9074014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -9074015.000000 Penalty: 5351.696777
	Iteration 61Q: 3 clusters Score -9074015 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -9074036.000000 Penalty: 5351.696777
	Iteration 62Q: 3 clusters Score -9074036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -9074024.000000 Penalty: 5351.696777
	Iteration 63Q: 3 clusters Score -9074024 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -9074039.000000 Penalty: 5351.696777
	Iteration 64Q: 3 clusters Score -9074039 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -9074022.000000 Penalty: 5351.696777
	Iteration 65Q: 3 clusters Score -9074022 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -9074037.000000 Penalty: 5351.696777
	Iteration 66Q: 3 clusters Score -9074037 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -9074047.000000 Penalty: 5351.696777
	Iteration 67Q: 3 clusters Score -9074047 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -9074072.000000 Penalty: 5351.696777
	Iteration 68Q: 3 clusters Score -9074072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -9074059.000000 Penalty: 5351.696777
	Iteration 69Q: 3 clusters Score -9074059 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -9074070.000000 Penalty: 5351.696777
	Iteration 70Q: 3 clusters Score -9074070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -9074074.000000 Penalty: 5351.696777
	Iteration 71Q: 3 clusters Score -9074074 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -9074070.000000 Penalty: 5351.696777
	Iteration 72Q: 3 clusters Score -9074070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -9074083.000000 Penalty: 5351.696777
	Iteration 73Q: 3 clusters Score -9074083 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -9074065.000000 Penalty: 5351.696777
	Iteration 74Q: 3 clusters Score -9074065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -9074066.000000 Penalty: 5351.696777
	Iteration 75Q: 3 clusters Score -9074066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -9074070.000000 Penalty: 5351.696777
	Iteration 76Q: 3 clusters Score -9074070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -9074082.000000 Penalty: 5351.696777
	Iteration 77Q: 3 clusters Score -9074082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -9074075.000000 Penalty: 5351.696777
	Iteration 78Q: 3 clusters Score -9074075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -9074067.000000 Penalty: 5351.696777
	Iteration 79Q: 3 clusters Score -9074067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -9074064.000000 Penalty: 5351.696777
	Iteration 80F: 3 clusters Score -9074064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -9074083.000000 Penalty: 5351.696777
	Iteration 81Q: 3 clusters Score -9074083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -9074094.000000 Penalty: 5351.696777
	Iteration 82Q: 3 clusters Score -9074094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -9074106.000000 Penalty: 5351.696777
	Iteration 83Q: 3 clusters Score -9074106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -9074127.000000 Penalty: 5351.696777
	Iteration 84Q: 3 clusters Score -9074127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -9074139.000000 Penalty: 5351.696777
	Iteration 85Q: 3 clusters Score -9074139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -9074140.000000 Penalty: 5351.696777
	Iteration 86Q: 3 clusters Score -9074140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -9074139.000000 Penalty: 5351.696777
	Iteration 87Q: 3 clusters Score -9074139 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -9074138.000000 Penalty: 5351.696777
	Iteration 88Q: 3 clusters Score -9074138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -9074146.000000 Penalty: 5351.696777
	Iteration 89Q: 3 clusters Score -9074146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -9074182.000000 Penalty: 5351.696777
	Iteration 90Q: 3 clusters Score -9074182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -9074192.000000 Penalty: 5351.696777
	Iteration 91Q: 3 clusters Score -9074192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -9074184.000000 Penalty: 5351.696777
	Iteration 92Q: 3 clusters Score -9074184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -9074169.000000 Penalty: 5351.696777
	Iteration 93Q: 3 clusters Score -9074169 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -9074185.000000 Penalty: 5351.696777
	Iteration 94Q: 3 clusters Score -9074185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -9074184.000000 Penalty: 5351.696777
	Iteration 95Q: 3 clusters Score -9074184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -9074201.000000 Penalty: 5351.696777
	Iteration 96Q: 3 clusters Score -9074201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -9074202.000000 Penalty: 5351.696777
	Iteration 97Q: 3 clusters Score -9074202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -9074202.000000 Penalty: 5351.696777
	Iteration 98Q: 3 clusters Score -9074202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -9074203.000000 Penalty: 5351.696777
	Iteration 99Q: 3 clusters Score -9074203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -9074214.000000 Penalty: 5351.696777
	Iteration 100F: 3 clusters Score -9074214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -9074220.000000 Penalty: 5351.696777
	Iteration 101Q: 3 clusters Score -9074220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -9074216.000000 Penalty: 5351.696777
	Iteration 102Q: 3 clusters Score -9074216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -9074219.000000 Penalty: 5351.696777
	Iteration 103Q: 3 clusters Score -9074219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -9074235.000000 Penalty: 5351.696777
	Iteration 104Q: 3 clusters Score -9074235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -9074239.000000 Penalty: 5351.696777
	Iteration 105Q: 3 clusters Score -9074239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -9074241.000000 Penalty: 5351.696777
	Iteration 106Q: 3 clusters Score -9074241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -9074237.000000 Penalty: 5351.696777
	Iteration 107Q: 3 clusters Score -9074237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -9074243.000000 Penalty: 5351.696777
	Iteration 108Q: 3 clusters Score -9074243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -9074242.000000 Penalty: 5351.696777
	Iteration 109Q: 3 clusters Score -9074242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -9074252.000000 Penalty: 5351.696777
	Iteration 110Q: 3 clusters Score -9074252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -9074260.000000 Penalty: 5351.696777
	Iteration 111Q: 3 clusters Score -9074260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -9074268.000000 Penalty: 5351.696777
	Iteration 112Q: 3 clusters Score -9074268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -9074275.000000 Penalty: 5351.696777
	Iteration 113Q: 3 clusters Score -9074275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -9074279.000000 Penalty: 5351.696777
	Iteration 114Q: 3 clusters Score -9074279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -9074277.000000 Penalty: 5351.696777
	Iteration 115Q: 3 clusters Score -9074277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -9074280.000000 Penalty: 5351.696777
	Iteration 116Q: 3 clusters Score -9074280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -9074285.000000 Penalty: 5351.696777
	Iteration 117Q: 3 clusters Score -9074285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -9074295.000000 Penalty: 5351.696777
	Iteration 118Q: 3 clusters Score -9074295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -9074284.000000 Penalty: 5351.696777
	Iteration 119Q: 3 clusters Score -9074284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -9074287.000000 Penalty: 5351.696777
	Iteration 120F: 3 clusters Score -9074287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -9074284.000000 Penalty: 5351.696777
	Iteration 121Q: 3 clusters Score -9074284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -9074283.000000 Penalty: 5351.696777
	Iteration 122Q: 3 clusters Score -9074283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -9074292.000000 Penalty: 5351.696777
	Iteration 123Q: 3 clusters Score -9074292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -9074297.000000 Penalty: 5351.696777
	Iteration 124Q: 3 clusters Score -9074297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -9074292.000000 Penalty: 5351.696777
	Iteration 125Q: 3 clusters Score -9074292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -9074293.000000 Penalty: 5351.696777
	Iteration 126Q: 3 clusters Score -9074293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -9074287.000000 Penalty: 5351.696777
	Iteration 127Q: 3 clusters Score -9074287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -9074298.000000 Penalty: 5351.696777
	Iteration 128Q: 3 clusters Score -9074298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -9074286.000000 Penalty: 5351.696777
	Iteration 129Q: 3 clusters Score -9074286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -9074292.000000 Penalty: 5351.696777
	Iteration 130Q: 3 clusters Score -9074292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -9074287.000000 Penalty: 5351.696777
	Iteration 131Q: 3 clusters Score -9074287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -9074277.000000 Penalty: 5351.696777
	Iteration 132Q: 3 clusters Score -9074277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -9074277.000000 Penalty: 5351.696777
	Iteration 133Q: 3 clusters Score -9074277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -9074286.000000 Penalty: 5351.696777
	Iteration 134Q: 3 clusters Score -9074286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -9074303.000000 Penalty: 5351.696777
	Iteration 135Q: 3 clusters Score -9074303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -9074308.000000 Penalty: 5351.696777
	Iteration 136Q: 3 clusters Score -9074308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -9074304.000000 Penalty: 5351.696777
	Iteration 137Q: 3 clusters Score -9074304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -9074306.000000 Penalty: 5351.696777
	Iteration 138Q: 3 clusters Score -9074306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -9074301.000000 Penalty: 5351.696777
	Iteration 139Q: 3 clusters Score -9074301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -9074301.000000 Penalty: 5351.696777
	Iteration 140F: 3 clusters Score -9074301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -91802.023438 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -91802.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90166.250000 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -90166.25 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91020.335938 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -91020.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91469.664062 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -91469.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91767.859375 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -91767.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -91909.710938 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -91909.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92006.062500 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -92006.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92116.804688 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -92116.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92186.140625 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -92186.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92241.562500 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -92241.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92270.703125 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -92270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92272.406250 Penalty: 3306.810547
	Iteration 10F: 3 clusters Score -92272.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92277.445312 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -92277.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92280.320312 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -92280.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92282.101562 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -92282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92282.101562 Penalty: 3306.810547
	Iteration 14F: 3 clusters Score -92282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48519 members 
Mstep: Class 3 contains 336 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54512 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 4618 members 
Mstep: Class 11 contains 41261 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52364 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20926 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50045 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51132 members 
Mstep: Class 21 contains 5054 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48010 members 
Mstep: Class 24 contains 49747 members 
Mstep: Class 25 contains 23344 members 
Mstep: Class 26 contains 41127 members 
Mstep: Class 27 contains 9797 members 
Mstep: Class 28 contains 50683 members 
Mstep: Class 29 contains 450 members 
Entering Unmasked Estep 
Score: -110182944.000000 Penalty: 95718.617188
Splitting cluster 3 changes total score from -110184088.000000 to -110182944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Entering Unmasked Estep 
Score: -2222785.750000 Penalty: 2330.452637
	Iteration 0F: 2 clusters Score -2222786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2213780.000000 Penalty: 4660.905273
	Iteration 0F: 3 clusters Score -2213780 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2216383.000000 Penalty: 4660.905273
	Iteration 1F: 3 clusters Score -2216383 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2216662.250000 Penalty: 4660.905273
	Iteration 2F: 3 clusters Score -2216662 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2216870.750000 Penalty: 4660.905273
	Iteration 3Q: 3 clusters Score -2216871 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2217002.000000 Penalty: 4660.905273
	Iteration 4Q: 3 clusters Score -2217002 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2217118.000000 Penalty: 4660.905273
	Iteration 5Q: 3 clusters Score -2217118 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2217223.500000 Penalty: 4660.905273
	Iteration 6Q: 3 clusters Score -2217224 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2217320.750000 Penalty: 4660.905273
	Iteration 7Q: 3 clusters Score -2217321 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2217402.750000 Penalty: 4660.905273
	Iteration 8Q: 3 clusters Score -2217403 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2217486.250000 Penalty: 4660.905273
	Iteration 9Q: 3 clusters Score -2217486 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2217571.000000 Penalty: 4660.905273
	Iteration 10Q: 3 clusters Score -2217571 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2217668.500000 Penalty: 4660.905273
	Iteration 11Q: 3 clusters Score -2217668 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2217775.750000 Penalty: 4660.905273
	Iteration 12Q: 3 clusters Score -2217776 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2217912.250000 Penalty: 4660.905273
	Iteration 13Q: 3 clusters Score -2217912 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2218110.000000 Penalty: 4660.905273
	Iteration 14Q: 3 clusters Score -2218110 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2218390.500000 Penalty: 4660.905273
	Iteration 15Q: 3 clusters Score -2218390 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2218720.500000 Penalty: 4660.905273
	Iteration 16Q: 3 clusters Score -2218720 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2219094.750000 Penalty: 4660.905273
	Iteration 17Q: 3 clusters Score -2219095 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2219469.750000 Penalty: 4660.905273
	Iteration 18Q: 3 clusters Score -2219470 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2219819.750000 Penalty: 4660.905273
	Iteration 19Q: 3 clusters Score -2219820 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2220107.250000 Penalty: 4660.905273
	Iteration 20F: 3 clusters Score -2220107 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2220310.250000 Penalty: 4660.905273
	Iteration 21Q: 3 clusters Score -2220310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2220453.500000 Penalty: 4660.905273
	Iteration 22Q: 3 clusters Score -2220454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2220567.500000 Penalty: 4660.905273
	Iteration 23Q: 3 clusters Score -2220568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2220637.000000 Penalty: 4660.905273
	Iteration 24Q: 3 clusters Score -2220637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2220674.250000 Penalty: 4660.905273
	Iteration 25Q: 3 clusters Score -2220674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2220704.500000 Penalty: 4660.905273
	Iteration 26Q: 3 clusters Score -2220704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2220713.500000 Penalty: 4660.905273
	Iteration 27Q: 3 clusters Score -2220714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2220722.000000 Penalty: 4660.905273
	Iteration 28Q: 3 clusters Score -2220722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2220731.750000 Penalty: 4660.905273
	Iteration 29Q: 3 clusters Score -2220732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2220741.750000 Penalty: 4660.905273
	Iteration 30Q: 3 clusters Score -2220742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2220750.250000 Penalty: 4660.905273
	Iteration 31Q: 3 clusters Score -2220750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2220755.500000 Penalty: 4660.905273
	Iteration 32Q: 3 clusters Score -2220756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2220761.750000 Penalty: 4660.905273
	Iteration 33Q: 3 clusters Score -2220762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2220764.250000 Penalty: 4660.905273
	Iteration 34Q: 3 clusters Score -2220764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2220769.500000 Penalty: 4660.905273
	Iteration 35Q: 3 clusters Score -2220770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2220769.250000 Penalty: 4660.905273
	Iteration 36Q: 3 clusters Score -2220769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2220769.250000 Penalty: 4660.905273
	Iteration 37F: 3 clusters Score -2220769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -70720.953125 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -70720.95 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 177 members 
Entering Unmasked Estep 
Score: -69511.968750 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -69511.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -69644.265625 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -69644.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -69786.531250 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -69786.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -69852.257812 Penalty: 2876.350098
	Iteration 3F: 3 clusters Score -69852.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -69901.929688 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -69901.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -69951.125000 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -69951.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -69952.960938 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -69952.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -69952.960938 Penalty: 2876.350098
	Iteration 7F: 3 clusters Score -69952.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Entering Unmasked Estep 
Score: -10172057.000000 Penalty: 2704.731689
	Iteration 0F: 2 clusters Score -1.017206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -10138951.000000 Penalty: 5409.463379
	Iteration 0F: 3 clusters Score -1.013895e+07 nChanged 25264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -10152972.000000 Penalty: 5409.463379
	Iteration 1F: 3 clusters Score -1.015297e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -10153599.000000 Penalty: 5409.463379
	Iteration 2Q: 3 clusters Score -1.01536e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -10154323.000000 Penalty: 5409.463379
	Iteration 3Q: 3 clusters Score -1.015432e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -10155329.000000 Penalty: 5409.463379
	Iteration 4Q: 3 clusters Score -1.015533e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -10156963.000000 Penalty: 5409.463379
	Iteration 5F: 3 clusters Score -1.015696e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -10159399.000000 Penalty: 5409.463379
	Iteration 6F: 3 clusters Score -1.01594e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -10162920.000000 Penalty: 5409.463379
	Iteration 7F: 3 clusters Score -1.016292e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -10166249.000000 Penalty: 5409.463379
	Iteration 8F: 3 clusters Score -1.016625e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -10168265.000000 Penalty: 5409.463379
	Iteration 9F: 3 clusters Score -1.016826e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10169114.000000 Penalty: 5409.463379
	Iteration 10Q: 3 clusters Score -1.016911e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10169420.000000 Penalty: 5409.463379
	Iteration 11Q: 3 clusters Score -1.016942e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10169538.000000 Penalty: 5409.463379
	Iteration 12Q: 3 clusters Score -1.016954e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10169593.000000 Penalty: 5409.463379
	Iteration 13Q: 3 clusters Score -1.016959e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10169619.000000 Penalty: 5409.463379
	Iteration 14Q: 3 clusters Score -1.016962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10169638.000000 Penalty: 5409.463379
	Iteration 15Q: 3 clusters Score -1.016964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10169657.000000 Penalty: 5409.463379
	Iteration 16Q: 3 clusters Score -1.016966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10169684.000000 Penalty: 5409.463379
	Iteration 17Q: 3 clusters Score -1.016968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10169702.000000 Penalty: 5409.463379
	Iteration 18Q: 3 clusters Score -1.01697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10169710.000000 Penalty: 5409.463379
	Iteration 19Q: 3 clusters Score -1.016971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10169711.000000 Penalty: 5409.463379
	Iteration 20F: 3 clusters Score -1.016971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10169717.000000 Penalty: 5409.463379
	Iteration 21Q: 3 clusters Score -1.016972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10169732.000000 Penalty: 5409.463379
	Iteration 22Q: 3 clusters Score -1.016973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10169735.000000 Penalty: 5409.463379
	Iteration 23Q: 3 clusters Score -1.016974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10169733.000000 Penalty: 5409.463379
	Iteration 24Q: 3 clusters Score -1.016973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10169744.000000 Penalty: 5409.463379
	Iteration 25Q: 3 clusters Score -1.016974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10169743.000000 Penalty: 5409.463379
	Iteration 26Q: 3 clusters Score -1.016974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10169743.000000 Penalty: 5409.463379
	Iteration 27F: 3 clusters Score -1.016974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -378073.718750 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -378073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -375318.468750 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -375318.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -375946.062500 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -375946.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -376144.562500 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -376144.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -376266.468750 Penalty: 3821.586670
	Iteration 3Q: 3 clusters Score -376266.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -376379.718750 Penalty: 3821.586670
	Iteration 4Q: 3 clusters Score -376379.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -376499.593750 Penalty: 3821.586670
	Iteration 5Q: 3 clusters Score -376499.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -376594.500000 Penalty: 3821.586670
	Iteration 6Q: 3 clusters Score -376594.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -376680.156250 Penalty: 3821.586670
	Iteration 7Q: 3 clusters Score -376680.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -376758.062500 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -376758.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -376861.437500 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -376861.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -376988.312500 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -376988.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -377112.187500 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -377112.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -377224.750000 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -377224.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -377375.531250 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -377375.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -377557.218750 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -377557.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -377663.062500 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -377663.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -377727.875000 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -377727.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -377756.593750 Penalty: 3821.586670
	Iteration 17Q: 3 clusters Score -377756.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -377774.781250 Penalty: 3821.586670
	Iteration 18Q: 3 clusters Score -377774.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -377790.625000 Penalty: 3821.586670
	Iteration 19Q: 3 clusters Score -377790.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -377796.343750 Penalty: 3821.586670
	Iteration 20F: 3 clusters Score -377796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -377800.750000 Penalty: 3821.586670
	Iteration 21Q: 3 clusters Score -377800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -377802.656250 Penalty: 3821.586670
	Iteration 22Q: 3 clusters Score -377802.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -377804.187500 Penalty: 3821.586670
	Iteration 23Q: 3 clusters Score -377804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -377806.593750 Penalty: 3821.586670
	Iteration 24Q: 3 clusters Score -377806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -377809.593750 Penalty: 3821.586670
	Iteration 25Q: 3 clusters Score -377809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -377809.687500 Penalty: 3821.586670
	Iteration 26Q: 3 clusters Score -377809.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -377811.187500 Penalty: 3821.586670
	Iteration 27Q: 3 clusters Score -377811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -377812.875000 Penalty: 3821.586670
	Iteration 28Q: 3 clusters Score -377812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -377814.406250 Penalty: 3821.586670
	Iteration 29Q: 3 clusters Score -377814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -377814.500000 Penalty: 3821.586670
	Iteration 30Q: 3 clusters Score -377814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -377814.500000 Penalty: 3821.586670
	Iteration 31F: 3 clusters Score -377814.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -39345.691406 Penalty: 1379.049072
	Iteration 0F: 2 clusters Score -39345.69 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 122 members 
Entering Unmasked Estep 
Score: -38229.136719 Penalty: 2758.098145
	Iteration 0F: 3 clusters Score -38229.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -38341.839844 Penalty: 2758.098145
	Iteration 1F: 3 clusters Score -38341.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -38473.523438 Penalty: 2758.098145
	Iteration 2F: 3 clusters Score -38473.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -38589.503906 Penalty: 2758.098145
	Iteration 3F: 3 clusters Score -38589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38603.445312 Penalty: 2758.098145
	Iteration 4Q: 3 clusters Score -38603.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38620.503906 Penalty: 2758.098145
	Iteration 5Q: 3 clusters Score -38620.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38677.679688 Penalty: 2758.098145
	Iteration 6Q: 3 clusters Score -38677.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -38712.507812 Penalty: 2758.098145
	Iteration 7Q: 3 clusters Score -38712.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -38734.996094 Penalty: 2758.098145
	Iteration 8Q: 3 clusters Score -38735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38778.707031 Penalty: 2758.098145
	Iteration 9Q: 3 clusters Score -38778.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -38783.609375 Penalty: 2758.098145
	Iteration 10Q: 3 clusters Score -38783.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -38783.609375 Penalty: 2758.098145
	Iteration 11F: 3 clusters Score -38783.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -839116.000000 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -839116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -834867.562500 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -834867.6 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -835823.437500 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -835823.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -835992.500000 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -835992.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -836105.062500 Penalty: 4165.834473
	Iteration 3Q: 3 clusters Score -836105.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -836176.750000 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -836176.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -836232.250000 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -836232.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -836272.437500 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -836272.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -836309.875000 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -836309.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -836346.312500 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -836346.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -836376.187500 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -836376.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -836399.125000 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -836399.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -836413.312500 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -836413.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -836422.250000 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -836422.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -836432.687500 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -836432.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -836438.187500 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -836438.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -836444.875000 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -836444.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -836448.937500 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -836448.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -836456.625000 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -836456.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -836463.687500 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -836463.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -836469.875000 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -836469.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -836475.812500 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -836475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -836481.125000 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -836481.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -836488.125000 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -836488.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -836492.750000 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -836492.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -836496.625000 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -836496.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -836501.250000 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -836501.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -836508.062500 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -836508.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -836513.562500 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -836513.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -836517.812500 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -836517.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -836521.687500 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -836521.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -836523.625000 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -836523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -836528.437500 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -836528.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -836532.000000 Penalty: 4165.834473
	Iteration 32Q: 3 clusters Score -836532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -836532.375000 Penalty: 4165.834473
	Iteration 33Q: 3 clusters Score -836532.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -836533.562500 Penalty: 4165.834473
	Iteration 34Q: 3 clusters Score -836533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -836538.500000 Penalty: 4165.834473
	Iteration 35Q: 3 clusters Score -836538.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -836539.750000 Penalty: 4165.834473
	Iteration 36Q: 3 clusters Score -836539.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -836542.000000 Penalty: 4165.834473
	Iteration 37Q: 3 clusters Score -836542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -836546.500000 Penalty: 4165.834473
	Iteration 38Q: 3 clusters Score -836546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -836546.437500 Penalty: 4165.834473
	Iteration 39Q: 3 clusters Score -836546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -836546.250000 Penalty: 4165.834473
	Iteration 40F: 3 clusters Score -836546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -836548.187500 Penalty: 4165.834473
	Iteration 41Q: 3 clusters Score -836548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -836549.187500 Penalty: 4165.834473
	Iteration 42Q: 3 clusters Score -836549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -836549.750000 Penalty: 4165.834473
	Iteration 43Q: 3 clusters Score -836549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -836550.187500 Penalty: 4165.834473
	Iteration 44Q: 3 clusters Score -836550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -836550.687500 Penalty: 4165.834473
	Iteration 45Q: 3 clusters Score -836550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -836550.687500 Penalty: 4165.834473
	Iteration 46F: 3 clusters Score -836550.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -857681.187500 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -857681.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -853363.500000 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -853363.5 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -854279.437500 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -854279.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -854461.125000 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -854461.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -854575.312500 Penalty: 4185.107910
	Iteration 3F: 3 clusters Score -854575.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -854639.375000 Penalty: 4185.107910
	Iteration 4Q: 3 clusters Score -854639.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -854690.000000 Penalty: 4185.107910
	Iteration 5Q: 3 clusters Score -854690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -854745.937500 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -854745.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -854813.250000 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -854813.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -854879.687500 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -854879.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -854942.875000 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -854942.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -854997.187500 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -854997.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -855066.125000 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -855066.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -855135.812500 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -855135.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -855196.562500 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -855196.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -855252.562500 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -855252.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -855292.437500 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -855292.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -855320.625000 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -855320.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -855351.375000 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -855351.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -855379.562500 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -855379.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -855407.375000 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -855407.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -855434.437500 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -855434.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -855466.812500 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -855466.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -855507.000000 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -855507 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -855539.187500 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -855539.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -855572.750000 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -855572.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -855590.812500 Penalty: 4185.107910
	Iteration 25Q: 3 clusters Score -855590.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -855611.562500 Penalty: 4185.107910
	Iteration 26Q: 3 clusters Score -855611.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -855628.000000 Penalty: 4185.107910
	Iteration 27Q: 3 clusters Score -855628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -855641.312500 Penalty: 4185.107910
	Iteration 28Q: 3 clusters Score -855641.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -855653.187500 Penalty: 4185.107910
	Iteration 29Q: 3 clusters Score -855653.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -855661.750000 Penalty: 4185.107910
	Iteration 30Q: 3 clusters Score -855661.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -855679.000000 Penalty: 4185.107910
	Iteration 31Q: 3 clusters Score -855679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -855690.500000 Penalty: 4185.107910
	Iteration 32Q: 3 clusters Score -855690.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -855703.375000 Penalty: 4185.107910
	Iteration 33Q: 3 clusters Score -855703.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -855712.562500 Penalty: 4185.107910
	Iteration 34Q: 3 clusters Score -855712.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -855722.937500 Penalty: 4185.107910
	Iteration 35Q: 3 clusters Score -855722.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -855731.375000 Penalty: 4185.107910
	Iteration 36Q: 3 clusters Score -855731.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -855737.312500 Penalty: 4185.107910
	Iteration 37Q: 3 clusters Score -855737.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -855742.812500 Penalty: 4185.107910
	Iteration 38Q: 3 clusters Score -855742.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -855750.750000 Penalty: 4185.107910
	Iteration 39Q: 3 clusters Score -855750.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -855755.937500 Penalty: 4185.107910
	Iteration 40F: 3 clusters Score -855755.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -855758.625000 Penalty: 4185.107910
	Iteration 41Q: 3 clusters Score -855758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -855760.562500 Penalty: 4185.107910
	Iteration 42Q: 3 clusters Score -855760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -855763.062500 Penalty: 4185.107910
	Iteration 43Q: 3 clusters Score -855763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -855762.937500 Penalty: 4185.107910
	Iteration 44Q: 3 clusters Score -855762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -855763.437500 Penalty: 4185.107910
	Iteration 45Q: 3 clusters Score -855763.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -855764.500000 Penalty: 4185.107910
	Iteration 46Q: 3 clusters Score -855764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -855765.000000 Penalty: 4185.107910
	Iteration 47Q: 3 clusters Score -855765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -855768.312500 Penalty: 4185.107910
	Iteration 48Q: 3 clusters Score -855768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -855769.437500 Penalty: 4185.107910
	Iteration 49Q: 3 clusters Score -855769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -855773.750000 Penalty: 4185.107910
	Iteration 50Q: 3 clusters Score -855773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -855775.250000 Penalty: 4185.107910
	Iteration 51Q: 3 clusters Score -855775.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -855779.562500 Penalty: 4185.107910
	Iteration 52Q: 3 clusters Score -855779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -855780.187500 Penalty: 4185.107910
	Iteration 53Q: 3 clusters Score -855780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -855780.187500 Penalty: 4185.107910
	Iteration 54F: 3 clusters Score -855780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Entering Unmasked Estep 
Score: -7679637.500000 Penalty: 2635.662842
	Iteration 0F: 2 clusters Score -7679638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -7652170.500000 Penalty: 5271.325684
	Iteration 0F: 3 clusters Score -7652170 nChanged 18999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -7662419.500000 Penalty: 5271.325684
	Iteration 1F: 3 clusters Score -7662420 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -7663058.500000 Penalty: 5271.325684
	Iteration 2Q: 3 clusters Score -7663058 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -7663838.500000 Penalty: 5271.325684
	Iteration 3Q: 3 clusters Score -7663838 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -7664967.500000 Penalty: 5271.325684
	Iteration 4Q: 3 clusters Score -7664968 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -7666339.000000 Penalty: 5271.325684
	Iteration 5F: 3 clusters Score -7666339 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -7668019.000000 Penalty: 5271.325684
	Iteration 6F: 3 clusters Score -7668019 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -7670077.500000 Penalty: 5271.325684
	Iteration 7F: 3 clusters Score -7670078 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -7672416.000000 Penalty: 5271.325684
	Iteration 8F: 3 clusters Score -7672416 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -7674296.000000 Penalty: 5271.325684
	Iteration 9F: 3 clusters Score -7674296 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -7675352.500000 Penalty: 5271.325684
	Iteration 10Q: 3 clusters Score -7675352 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -7675926.000000 Penalty: 5271.325684
	Iteration 11Q: 3 clusters Score -7675926 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -7676319.500000 Penalty: 5271.325684
	Iteration 12Q: 3 clusters Score -7676320 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -7676674.500000 Penalty: 5271.325684
	Iteration 13Q: 3 clusters Score -7676674 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7676939.000000 Penalty: 5271.325684
	Iteration 14Q: 3 clusters Score -7676939 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -7677226.000000 Penalty: 5271.325684
	Iteration 15Q: 3 clusters Score -7677226 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7677435.500000 Penalty: 5271.325684
	Iteration 16Q: 3 clusters Score -7677436 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -7677608.000000 Penalty: 5271.325684
	Iteration 17Q: 3 clusters Score -7677608 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -7677738.500000 Penalty: 5271.325684
	Iteration 18Q: 3 clusters Score -7677738 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -7677852.000000 Penalty: 5271.325684
	Iteration 19Q: 3 clusters Score -7677852 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -7677950.500000 Penalty: 5271.325684
	Iteration 20F: 3 clusters Score -7677950 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -7678016.500000 Penalty: 5271.325684
	Iteration 21Q: 3 clusters Score -7678016 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -7678074.500000 Penalty: 5271.325684
	Iteration 22Q: 3 clusters Score -7678074 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -7678107.000000 Penalty: 5271.325684
	Iteration 23Q: 3 clusters Score -7678107 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -7678106.000000 Penalty: 5271.325684
	Iteration 24Q: 3 clusters Score -7678106 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -7678155.500000 Penalty: 5271.325684
	Iteration 25Q: 3 clusters Score -7678156 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -7678189.000000 Penalty: 5271.325684
	Iteration 26Q: 3 clusters Score -7678189 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -7678215.500000 Penalty: 5271.325684
	Iteration 27Q: 3 clusters Score -7678216 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -7678248.500000 Penalty: 5271.325684
	Iteration 28Q: 3 clusters Score -7678248 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -7678275.000000 Penalty: 5271.325684
	Iteration 29Q: 3 clusters Score -7678275 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7678265.500000 Penalty: 5271.325684
	Iteration 30Q: 3 clusters Score -7678266 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -7678249.000000 Penalty: 5271.325684
	Iteration 31Q: 3 clusters Score -7678249 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -7678251.500000 Penalty: 5271.325684
	Iteration 32Q: 3 clusters Score -7678252 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -7678254.500000 Penalty: 5271.325684
	Iteration 33Q: 3 clusters Score -7678254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -7678249.000000 Penalty: 5271.325684
	Iteration 34Q: 3 clusters Score -7678249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -7678245.000000 Penalty: 5271.325684
	Iteration 35Q: 3 clusters Score -7678245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -7678260.000000 Penalty: 5271.325684
	Iteration 36Q: 3 clusters Score -7678260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -7678263.000000 Penalty: 5271.325684
	Iteration 37Q: 3 clusters Score -7678263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -7678256.000000 Penalty: 5271.325684
	Iteration 38Q: 3 clusters Score -7678256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7678245.500000 Penalty: 5271.325684
	Iteration 39Q: 3 clusters Score -7678246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -7678249.500000 Penalty: 5271.325684
	Iteration 40F: 3 clusters Score -7678250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -7678255.000000 Penalty: 5271.325684
	Iteration 41Q: 3 clusters Score -7678255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -7678238.000000 Penalty: 5271.325684
	Iteration 42Q: 3 clusters Score -7678238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -7678243.000000 Penalty: 5271.325684
	Iteration 43Q: 3 clusters Score -7678243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7678234.000000 Penalty: 5271.325684
	Iteration 44Q: 3 clusters Score -7678234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -7678216.500000 Penalty: 5271.325684
	Iteration 45Q: 3 clusters Score -7678216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -7678226.500000 Penalty: 5271.325684
	Iteration 46Q: 3 clusters Score -7678226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -7678224.000000 Penalty: 5271.325684
	Iteration 47Q: 3 clusters Score -7678224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -7678218.500000 Penalty: 5271.325684
	Iteration 48Q: 3 clusters Score -7678218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -7678226.500000 Penalty: 5271.325684
	Iteration 49Q: 3 clusters Score -7678226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -7678213.500000 Penalty: 5271.325684
	Iteration 50Q: 3 clusters Score -7678214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -7678220.500000 Penalty: 5271.325684
	Iteration 51Q: 3 clusters Score -7678220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -7678215.000000 Penalty: 5271.325684
	Iteration 52Q: 3 clusters Score -7678215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -7678226.000000 Penalty: 5271.325684
	Iteration 53Q: 3 clusters Score -7678226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -7678219.500000 Penalty: 5271.325684
	Iteration 54Q: 3 clusters Score -7678220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -7678216.500000 Penalty: 5271.325684
	Iteration 55Q: 3 clusters Score -7678216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -7678213.000000 Penalty: 5271.325684
	Iteration 56Q: 3 clusters Score -7678213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -7678213.500000 Penalty: 5271.325684
	Iteration 57Q: 3 clusters Score -7678214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -7678205.000000 Penalty: 5271.325684
	Iteration 58Q: 3 clusters Score -7678205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -7678212.500000 Penalty: 5271.325684
	Iteration 59Q: 3 clusters Score -7678212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -7678213.500000 Penalty: 5271.325684
	Iteration 60F: 3 clusters Score -7678214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -7678217.000000 Penalty: 5271.325684
	Iteration 61Q: 3 clusters Score -7678217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7678215.500000 Penalty: 5271.325684
	Iteration 62Q: 3 clusters Score -7678216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -7678217.000000 Penalty: 5271.325684
	Iteration 63Q: 3 clusters Score -7678217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -7678224.000000 Penalty: 5271.325684
	Iteration 64Q: 3 clusters Score -7678224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -7678215.000000 Penalty: 5271.325684
	Iteration 65Q: 3 clusters Score -7678215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -7678216.500000 Penalty: 5271.325684
	Iteration 66Q: 3 clusters Score -7678216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -7678212.500000 Penalty: 5271.325684
	Iteration 67Q: 3 clusters Score -7678212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -7678213.500000 Penalty: 5271.325684
	Iteration 68Q: 3 clusters Score -7678214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -7678222.000000 Penalty: 5271.325684
	Iteration 69Q: 3 clusters Score -7678222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -7678221.500000 Penalty: 5271.325684
	Iteration 70Q: 3 clusters Score -7678222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -7678221.000000 Penalty: 5271.325684
	Iteration 71Q: 3 clusters Score -7678221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -7678216.000000 Penalty: 5271.325684
	Iteration 72Q: 3 clusters Score -7678216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -7678215.500000 Penalty: 5271.325684
	Iteration 73Q: 3 clusters Score -7678216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -7678220.500000 Penalty: 5271.325684
	Iteration 74Q: 3 clusters Score -7678220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -7678225.500000 Penalty: 5271.325684
	Iteration 75Q: 3 clusters Score -7678226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -7678220.000000 Penalty: 5271.325684
	Iteration 76Q: 3 clusters Score -7678220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -7678216.500000 Penalty: 5271.325684
	Iteration 77Q: 3 clusters Score -7678216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7678220.000000 Penalty: 5271.325684
	Iteration 78Q: 3 clusters Score -7678220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -7678221.500000 Penalty: 5271.325684
	Iteration 79Q: 3 clusters Score -7678222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -7678220.000000 Penalty: 5271.325684
	Iteration 80F: 3 clusters Score -7678220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -7678225.500000 Penalty: 5271.325684
	Iteration 81Q: 3 clusters Score -7678226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -7678224.000000 Penalty: 5271.325684
	Iteration 82Q: 3 clusters Score -7678224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -7678224.000000 Penalty: 5271.325684
	Iteration 83F: 3 clusters Score -7678224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Entering Unmasked Estep 
Score: -4927963.500000 Penalty: 2533.757568
	Iteration 0F: 2 clusters Score -4927964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4909164.000000 Penalty: 5067.515137
	Iteration 0F: 3 clusters Score -4909164 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -4915781.500000 Penalty: 5067.515137
	Iteration 1F: 3 clusters Score -4915782 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -4916193.500000 Penalty: 5067.515137
	Iteration 2Q: 3 clusters Score -4916194 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -4916513.500000 Penalty: 5067.515137
	Iteration 3Q: 3 clusters Score -4916514 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4916734.500000 Penalty: 5067.515137
	Iteration 4Q: 3 clusters Score -4916734 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -4916940.500000 Penalty: 5067.515137
	Iteration 5Q: 3 clusters Score -4916940 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4917146.000000 Penalty: 5067.515137
	Iteration 6Q: 3 clusters Score -4917146 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4917316.000000 Penalty: 5067.515137
	Iteration 7Q: 3 clusters Score -4917316 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -4917489.000000 Penalty: 5067.515137
	Iteration 8Q: 3 clusters Score -4917489 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4917615.000000 Penalty: 5067.515137
	Iteration 9Q: 3 clusters Score -4917615 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4917736.500000 Penalty: 5067.515137
	Iteration 10Q: 3 clusters Score -4917736 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4917878.500000 Penalty: 5067.515137
	Iteration 11Q: 3 clusters Score -4917878 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4918012.500000 Penalty: 5067.515137
	Iteration 12Q: 3 clusters Score -4918012 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4918136.000000 Penalty: 5067.515137
	Iteration 13Q: 3 clusters Score -4918136 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4918244.000000 Penalty: 5067.515137
	Iteration 14Q: 3 clusters Score -4918244 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -4918354.000000 Penalty: 5067.515137
	Iteration 15Q: 3 clusters Score -4918354 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -4918508.500000 Penalty: 5067.515137
	Iteration 16Q: 3 clusters Score -4918508 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4918687.500000 Penalty: 5067.515137
	Iteration 17Q: 3 clusters Score -4918688 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -4919013.000000 Penalty: 5067.515137
	Iteration 18Q: 3 clusters Score -4919013 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -4919472.000000 Penalty: 5067.515137
	Iteration 19Q: 3 clusters Score -4919472 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -4920020.000000 Penalty: 5067.515137
	Iteration 20F: 3 clusters Score -4920020 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -4920689.000000 Penalty: 5067.515137
	Iteration 21Q: 3 clusters Score -4920689 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -4921479.000000 Penalty: 5067.515137
	Iteration 22Q: 3 clusters Score -4921479 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -4922122.000000 Penalty: 5067.515137
	Iteration 23Q: 3 clusters Score -4922122 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4922713.500000 Penalty: 5067.515137
	Iteration 24Q: 3 clusters Score -4922714 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -4923262.500000 Penalty: 5067.515137
	Iteration 25Q: 3 clusters Score -4923262 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4923788.000000 Penalty: 5067.515137
	Iteration 26Q: 3 clusters Score -4923788 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4924235.000000 Penalty: 5067.515137
	Iteration 27Q: 3 clusters Score -4924235 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4924626.500000 Penalty: 5067.515137
	Iteration 28Q: 3 clusters Score -4924626 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4924925.000000 Penalty: 5067.515137
	Iteration 29Q: 3 clusters Score -4924925 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4925143.500000 Penalty: 5067.515137
	Iteration 30Q: 3 clusters Score -4925144 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4925289.000000 Penalty: 5067.515137
	Iteration 31Q: 3 clusters Score -4925289 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4925398.000000 Penalty: 5067.515137
	Iteration 32Q: 3 clusters Score -4925398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4925486.000000 Penalty: 5067.515137
	Iteration 33Q: 3 clusters Score -4925486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4925553.500000 Penalty: 5067.515137
	Iteration 34Q: 3 clusters Score -4925554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4925606.000000 Penalty: 5067.515137
	Iteration 35Q: 3 clusters Score -4925606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4925641.500000 Penalty: 5067.515137
	Iteration 36Q: 3 clusters Score -4925642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4925674.000000 Penalty: 5067.515137
	Iteration 37Q: 3 clusters Score -4925674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4925708.500000 Penalty: 5067.515137
	Iteration 38Q: 3 clusters Score -4925708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4925738.500000 Penalty: 5067.515137
	Iteration 39Q: 3 clusters Score -4925738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4925754.500000 Penalty: 5067.515137
	Iteration 40F: 3 clusters Score -4925754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4925771.500000 Penalty: 5067.515137
	Iteration 41Q: 3 clusters Score -4925772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4925789.000000 Penalty: 5067.515137
	Iteration 42Q: 3 clusters Score -4925789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4925793.000000 Penalty: 5067.515137
	Iteration 43Q: 3 clusters Score -4925793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4925800.000000 Penalty: 5067.515137
	Iteration 44Q: 3 clusters Score -4925800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4925804.500000 Penalty: 5067.515137
	Iteration 45Q: 3 clusters Score -4925804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4925802.000000 Penalty: 5067.515137
	Iteration 46Q: 3 clusters Score -4925802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4925806.000000 Penalty: 5067.515137
	Iteration 47Q: 3 clusters Score -4925806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4925809.500000 Penalty: 5067.515137
	Iteration 48Q: 3 clusters Score -4925810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4925811.500000 Penalty: 5067.515137
	Iteration 49Q: 3 clusters Score -4925812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4925808.000000 Penalty: 5067.515137
	Iteration 50Q: 3 clusters Score -4925808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4925811.500000 Penalty: 5067.515137
	Iteration 51Q: 3 clusters Score -4925812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4925815.000000 Penalty: 5067.515137
	Iteration 52Q: 3 clusters Score -4925815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4925815.000000 Penalty: 5067.515137
	Iteration 53F: 3 clusters Score -4925815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -29635.740234 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -29635.74 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 186 members 
Entering Unmasked Estep 
Score: -28452.960938 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -28452.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28671.636719 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -28671.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28770.843750 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -28770.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28892.816406 Penalty: 2920.883301
	Iteration 3F: 3 clusters Score -28892.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28967.201172 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -28967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29096.650391 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -29096.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29129.357422 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -29129.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29150.958984 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -29150.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29154.617188 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -29154.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29154.617188 Penalty: 2920.883301
	Iteration 9F: 3 clusters Score -29154.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Entering Unmasked Estep 
Score: -9781296.000000 Penalty: 2694.761719
	Iteration 0F: 2 clusters Score -9781296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -9748581.000000 Penalty: 5389.523438
	Iteration 0F: 3 clusters Score -9748581 nChanged 24141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -9762160.000000 Penalty: 5389.523438
	Iteration 1F: 3 clusters Score -9762160 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -9762681.000000 Penalty: 5389.523438
	Iteration 2Q: 3 clusters Score -9762681 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -9763139.000000 Penalty: 5389.523438
	Iteration 3Q: 3 clusters Score -9763139 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -9763604.000000 Penalty: 5389.523438
	Iteration 4Q: 3 clusters Score -9763604 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -9764202.000000 Penalty: 5389.523438
	Iteration 5Q: 3 clusters Score -9764202 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -9765124.000000 Penalty: 5389.523438
	Iteration 6Q: 3 clusters Score -9765124 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -9766425.000000 Penalty: 5389.523438
	Iteration 7Q: 3 clusters Score -9766425 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -9768444.000000 Penalty: 5389.523438
	Iteration 8F: 3 clusters Score -9768444 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -9771266.000000 Penalty: 5389.523438
	Iteration 9F: 3 clusters Score -9771266 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -9774364.000000 Penalty: 5389.523438
	Iteration 10F: 3 clusters Score -9774364 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -9776706.000000 Penalty: 5389.523438
	Iteration 11F: 3 clusters Score -9776706 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -9778037.000000 Penalty: 5389.523438
	Iteration 12Q: 3 clusters Score -9778037 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9778562.000000 Penalty: 5389.523438
	Iteration 13Q: 3 clusters Score -9778562 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9778793.000000 Penalty: 5389.523438
	Iteration 14Q: 3 clusters Score -9778793 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9778915.000000 Penalty: 5389.523438
	Iteration 15Q: 3 clusters Score -9778915 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9778995.000000 Penalty: 5389.523438
	Iteration 16Q: 3 clusters Score -9778995 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9779072.000000 Penalty: 5389.523438
	Iteration 17Q: 3 clusters Score -9779072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9779112.000000 Penalty: 5389.523438
	Iteration 18Q: 3 clusters Score -9779112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9779134.000000 Penalty: 5389.523438
	Iteration 19Q: 3 clusters Score -9779134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9779128.000000 Penalty: 5389.523438
	Iteration 20F: 3 clusters Score -9779128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9779125.000000 Penalty: 5389.523438
	Iteration 21Q: 3 clusters Score -9779125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9779135.000000 Penalty: 5389.523438
	Iteration 22Q: 3 clusters Score -9779135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9779132.000000 Penalty: 5389.523438
	Iteration 23Q: 3 clusters Score -9779132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9779144.000000 Penalty: 5389.523438
	Iteration 24Q: 3 clusters Score -9779144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9779143.000000 Penalty: 5389.523438
	Iteration 25Q: 3 clusters Score -9779143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9779144.000000 Penalty: 5389.523438
	Iteration 26Q: 3 clusters Score -9779144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9779144.000000 Penalty: 5389.523438
	Iteration 27F: 3 clusters Score -9779144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -100793.101562 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -100793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -99202.734375 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -99202.73 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -99430.453125 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -99430.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -99522.117188 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -99522.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -99545.179688 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -99545.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -99554.640625 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -99554.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -99563.867188 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -99563.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -99566.671875 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -99566.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -99571.375000 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -99571.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -99577.085938 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -99577.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -99589.101562 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -99589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -99597.953125 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -99597.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99599.984375 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -99599.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -99602.125000 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -99602.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -99602.125000 Penalty: 3176.172607
	Iteration 13F: 3 clusters Score -99602.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Entering Unmasked Estep 
Score: -3867581.000000 Penalty: 2467.289307
	Iteration 0F: 2 clusters Score -3867581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3852798.750000 Penalty: 4934.578613
	Iteration 0F: 3 clusters Score -3852799 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3857672.500000 Penalty: 4934.578613
	Iteration 1F: 3 clusters Score -3857672 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3858086.750000 Penalty: 4934.578613
	Iteration 2F: 3 clusters Score -3858087 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3858396.500000 Penalty: 4934.578613
	Iteration 3Q: 3 clusters Score -3858396 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3858691.500000 Penalty: 4934.578613
	Iteration 4Q: 3 clusters Score -3858692 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3858929.500000 Penalty: 4934.578613
	Iteration 5Q: 3 clusters Score -3858930 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3859142.500000 Penalty: 4934.578613
	Iteration 6Q: 3 clusters Score -3859142 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3859430.750000 Penalty: 4934.578613
	Iteration 7Q: 3 clusters Score -3859431 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3859786.750000 Penalty: 4934.578613
	Iteration 8Q: 3 clusters Score -3859787 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3860322.500000 Penalty: 4934.578613
	Iteration 9Q: 3 clusters Score -3860322 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3861085.000000 Penalty: 4934.578613
	Iteration 10F: 3 clusters Score -3861085 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3862181.000000 Penalty: 4934.578613
	Iteration 11F: 3 clusters Score -3862181 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3863450.500000 Penalty: 4934.578613
	Iteration 12F: 3 clusters Score -3863450 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3864323.250000 Penalty: 4934.578613
	Iteration 13Q: 3 clusters Score -3864323 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3864683.250000 Penalty: 4934.578613
	Iteration 14Q: 3 clusters Score -3864683 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3864827.750000 Penalty: 4934.578613
	Iteration 15Q: 3 clusters Score -3864828 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3864889.750000 Penalty: 4934.578613
	Iteration 16Q: 3 clusters Score -3864890 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3864933.750000 Penalty: 4934.578613
	Iteration 17Q: 3 clusters Score -3864934 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3864980.750000 Penalty: 4934.578613
	Iteration 18Q: 3 clusters Score -3864981 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3865004.000000 Penalty: 4934.578613
	Iteration 19Q: 3 clusters Score -3865004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3865022.000000 Penalty: 4934.578613
	Iteration 20F: 3 clusters Score -3865022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3865024.250000 Penalty: 4934.578613
	Iteration 21Q: 3 clusters Score -3865024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3865038.750000 Penalty: 4934.578613
	Iteration 22Q: 3 clusters Score -3865039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3865048.250000 Penalty: 4934.578613
	Iteration 23Q: 3 clusters Score -3865048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3865047.750000 Penalty: 4934.578613
	Iteration 24Q: 3 clusters Score -3865048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3865062.750000 Penalty: 4934.578613
	Iteration 25Q: 3 clusters Score -3865063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3865079.000000 Penalty: 4934.578613
	Iteration 26Q: 3 clusters Score -3865079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3865089.500000 Penalty: 4934.578613
	Iteration 27Q: 3 clusters Score -3865090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3865102.250000 Penalty: 4934.578613
	Iteration 28Q: 3 clusters Score -3865102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3865110.500000 Penalty: 4934.578613
	Iteration 29Q: 3 clusters Score -3865110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3865107.500000 Penalty: 4934.578613
	Iteration 30Q: 3 clusters Score -3865108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3865115.000000 Penalty: 4934.578613
	Iteration 31Q: 3 clusters Score -3865115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3865127.000000 Penalty: 4934.578613
	Iteration 32Q: 3 clusters Score -3865127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3865129.250000 Penalty: 4934.578613
	Iteration 33Q: 3 clusters Score -3865129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3865133.250000 Penalty: 4934.578613
	Iteration 34Q: 3 clusters Score -3865133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3865135.000000 Penalty: 4934.578613
	Iteration 35Q: 3 clusters Score -3865135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3865143.250000 Penalty: 4934.578613
	Iteration 36Q: 3 clusters Score -3865143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3865144.750000 Penalty: 4934.578613
	Iteration 37Q: 3 clusters Score -3865145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3865143.250000 Penalty: 4934.578613
	Iteration 38Q: 3 clusters Score -3865143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3865150.500000 Penalty: 4934.578613
	Iteration 39Q: 3 clusters Score -3865150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3865150.500000 Penalty: 4934.578613
	Iteration 40F: 3 clusters Score -3865150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3865154.750000 Penalty: 4934.578613
	Iteration 41Q: 3 clusters Score -3865155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3865160.500000 Penalty: 4934.578613
	Iteration 42Q: 3 clusters Score -3865160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3865161.500000 Penalty: 4934.578613
	Iteration 43Q: 3 clusters Score -3865162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3865159.750000 Penalty: 4934.578613
	Iteration 44Q: 3 clusters Score -3865160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3865167.750000 Penalty: 4934.578613
	Iteration 45Q: 3 clusters Score -3865168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3865174.250000 Penalty: 4934.578613
	Iteration 46Q: 3 clusters Score -3865174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -3865180.750000 Penalty: 4934.578613
	Iteration 47Q: 3 clusters Score -3865181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3865181.500000 Penalty: 4934.578613
	Iteration 48Q: 3 clusters Score -3865182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3865185.000000 Penalty: 4934.578613
	Iteration 49Q: 3 clusters Score -3865185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -3865181.000000 Penalty: 4934.578613
	Iteration 50Q: 3 clusters Score -3865181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3865182.000000 Penalty: 4934.578613
	Iteration 51Q: 3 clusters Score -3865182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3865176.250000 Penalty: 4934.578613
	Iteration 52Q: 3 clusters Score -3865176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3865190.000000 Penalty: 4934.578613
	Iteration 53Q: 3 clusters Score -3865190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3865196.500000 Penalty: 4934.578613
	Iteration 54Q: 3 clusters Score -3865196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3865198.500000 Penalty: 4934.578613
	Iteration 55Q: 3 clusters Score -3865198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3865206.250000 Penalty: 4934.578613
	Iteration 56Q: 3 clusters Score -3865206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3865216.000000 Penalty: 4934.578613
	Iteration 57Q: 3 clusters Score -3865216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3865223.750000 Penalty: 4934.578613
	Iteration 58Q: 3 clusters Score -3865224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3865229.750000 Penalty: 4934.578613
	Iteration 59Q: 3 clusters Score -3865230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3865242.250000 Penalty: 4934.578613
	Iteration 60F: 3 clusters Score -3865242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3865255.000000 Penalty: 4934.578613
	Iteration 61Q: 3 clusters Score -3865255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3865265.750000 Penalty: 4934.578613
	Iteration 62Q: 3 clusters Score -3865266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3865284.750000 Penalty: 4934.578613
	Iteration 63Q: 3 clusters Score -3865285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3865289.250000 Penalty: 4934.578613
	Iteration 64Q: 3 clusters Score -3865289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3865298.250000 Penalty: 4934.578613
	Iteration 65Q: 3 clusters Score -3865298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3865300.250000 Penalty: 4934.578613
	Iteration 66Q: 3 clusters Score -3865300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3865296.250000 Penalty: 4934.578613
	Iteration 67Q: 3 clusters Score -3865296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3865308.500000 Penalty: 4934.578613
	Iteration 68Q: 3 clusters Score -3865308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3865317.250000 Penalty: 4934.578613
	Iteration 69Q: 3 clusters Score -3865317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3865329.500000 Penalty: 4934.578613
	Iteration 70Q: 3 clusters Score -3865330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3865337.000000 Penalty: 4934.578613
	Iteration 71Q: 3 clusters Score -3865337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3865354.250000 Penalty: 4934.578613
	Iteration 72Q: 3 clusters Score -3865354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3865367.000000 Penalty: 4934.578613
	Iteration 73Q: 3 clusters Score -3865367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3865386.000000 Penalty: 4934.578613
	Iteration 74Q: 3 clusters Score -3865386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3865397.250000 Penalty: 4934.578613
	Iteration 75Q: 3 clusters Score -3865397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3865408.250000 Penalty: 4934.578613
	Iteration 76Q: 3 clusters Score -3865408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3865426.750000 Penalty: 4934.578613
	Iteration 77Q: 3 clusters Score -3865427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3865439.000000 Penalty: 4934.578613
	Iteration 78Q: 3 clusters Score -3865439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3865453.000000 Penalty: 4934.578613
	Iteration 79Q: 3 clusters Score -3865453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3865469.000000 Penalty: 4934.578613
	Iteration 80F: 3 clusters Score -3865469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3865483.500000 Penalty: 4934.578613
	Iteration 81Q: 3 clusters Score -3865484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3865514.500000 Penalty: 4934.578613
	Iteration 82Q: 3 clusters Score -3865514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3865526.500000 Penalty: 4934.578613
	Iteration 83Q: 3 clusters Score -3865526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3865540.750000 Penalty: 4934.578613
	Iteration 84Q: 3 clusters Score -3865541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3865549.250000 Penalty: 4934.578613
	Iteration 85Q: 3 clusters Score -3865549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3865558.000000 Penalty: 4934.578613
	Iteration 86Q: 3 clusters Score -3865558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3865568.000000 Penalty: 4934.578613
	Iteration 87Q: 3 clusters Score -3865568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3865571.250000 Penalty: 4934.578613
	Iteration 88Q: 3 clusters Score -3865571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3865565.750000 Penalty: 4934.578613
	Iteration 89Q: 3 clusters Score -3865566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3865581.500000 Penalty: 4934.578613
	Iteration 90Q: 3 clusters Score -3865582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3865572.250000 Penalty: 4934.578613
	Iteration 91Q: 3 clusters Score -3865572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3865583.000000 Penalty: 4934.578613
	Iteration 92Q: 3 clusters Score -3865583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3865589.500000 Penalty: 4934.578613
	Iteration 93Q: 3 clusters Score -3865590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3865594.000000 Penalty: 4934.578613
	Iteration 94Q: 3 clusters Score -3865594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3865587.750000 Penalty: 4934.578613
	Iteration 95Q: 3 clusters Score -3865588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -3865594.250000 Penalty: 4934.578613
	Iteration 96Q: 3 clusters Score -3865594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3865598.500000 Penalty: 4934.578613
	Iteration 97Q: 3 clusters Score -3865598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3865607.250000 Penalty: 4934.578613
	Iteration 98Q: 3 clusters Score -3865607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3865602.500000 Penalty: 4934.578613
	Iteration 99Q: 3 clusters Score -3865602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3865603.750000 Penalty: 4934.578613
	Iteration 100F: 3 clusters Score -3865604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3865596.750000 Penalty: 4934.578613
	Iteration 101Q: 3 clusters Score -3865597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3865597.250000 Penalty: 4934.578613
	Iteration 102Q: 3 clusters Score -3865597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3865601.500000 Penalty: 4934.578613
	Iteration 103Q: 3 clusters Score -3865602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3865601.750000 Penalty: 4934.578613
	Iteration 104Q: 3 clusters Score -3865602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3865603.000000 Penalty: 4934.578613
	Iteration 105Q: 3 clusters Score -3865603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3865601.500000 Penalty: 4934.578613
	Iteration 106Q: 3 clusters Score -3865602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -3865601.750000 Penalty: 4934.578613
	Iteration 107Q: 3 clusters Score -3865602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3865602.250000 Penalty: 4934.578613
	Iteration 108Q: 3 clusters Score -3865602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3865601.750000 Penalty: 4934.578613
	Iteration 109Q: 3 clusters Score -3865602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3865599.500000 Penalty: 4934.578613
	Iteration 110Q: 3 clusters Score -3865600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3865599.500000 Penalty: 4934.578613
	Iteration 111F: 3 clusters Score -3865600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121426.257812 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -121426.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -119746.664062 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -119746.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120161.859375 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -120161.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -120455.070312 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -120455.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -120653.820312 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -120653.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120814.703125 Penalty: 3324.781250
	Iteration 4F: 3 clusters Score -120814.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120951.570312 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -120951.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -121061.828125 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -121061.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121124.765625 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -121124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -121191.093750 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -121191.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -121239.796875 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -121239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -121263.851562 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -121263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121291.976562 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -121292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -121301.007812 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -121301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -121304.484375 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -121304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121307.375000 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -121307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -121311.382812 Penalty: 3324.781250
	Iteration 15Q: 3 clusters Score -121311.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -121316.773438 Penalty: 3324.781250
	Iteration 16Q: 3 clusters Score -121316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -121323.109375 Penalty: 3324.781250
	Iteration 17Q: 3 clusters Score -121323.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -121325.953125 Penalty: 3324.781250
	Iteration 18F: 3 clusters Score -121326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121333.492188 Penalty: 3324.781250
	Iteration 19Q: 3 clusters Score -121333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121338.031250 Penalty: 3324.781250
	Iteration 20F: 3 clusters Score -121338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121340.882812 Penalty: 3324.781250
	Iteration 21Q: 3 clusters Score -121340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121340.882812 Penalty: 3324.781250
	Iteration 22F: 3 clusters Score -121340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Entering Unmasked Estep 
Score: -9202624.000000 Penalty: 2683.528076
	Iteration 0F: 2 clusters Score -9202624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -9169240.000000 Penalty: 5367.056152
	Iteration 0F: 3 clusters Score -9169240 nChanged 23132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -9181812.000000 Penalty: 5367.056152
	Iteration 1F: 3 clusters Score -9181812 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -9182425.000000 Penalty: 5367.056152
	Iteration 2Q: 3 clusters Score -9182425 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -9183034.000000 Penalty: 5367.056152
	Iteration 3Q: 3 clusters Score -9183034 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -9183914.000000 Penalty: 5367.056152
	Iteration 4Q: 3 clusters Score -9183914 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -9185353.000000 Penalty: 5367.056152
	Iteration 5F: 3 clusters Score -9185353 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -9187920.000000 Penalty: 5367.056152
	Iteration 6F: 3 clusters Score -9187920 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -9191669.000000 Penalty: 5367.056152
	Iteration 7F: 3 clusters Score -9191669 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -9195907.000000 Penalty: 5367.056152
	Iteration 8F: 3 clusters Score -9195907 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9198748.000000 Penalty: 5367.056152
	Iteration 9F: 3 clusters Score -9198748 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9199745.000000 Penalty: 5367.056152
	Iteration 10Q: 3 clusters Score -9199745 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9200063.000000 Penalty: 5367.056152
	Iteration 11Q: 3 clusters Score -9200063 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9200169.000000 Penalty: 5367.056152
	Iteration 12Q: 3 clusters Score -9200169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9200225.000000 Penalty: 5367.056152
	Iteration 13Q: 3 clusters Score -9200225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9200231.000000 Penalty: 5367.056152
	Iteration 14Q: 3 clusters Score -9200231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9200227.000000 Penalty: 5367.056152
	Iteration 15Q: 3 clusters Score -9200227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9200227.000000 Penalty: 5367.056152
	Iteration 16F: 3 clusters Score -9200227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -194508.625000 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -194508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -192489.687500 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -192489.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -192800.437500 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -192800.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -192934.218750 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -192934.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -193034.562500 Penalty: 3478.455811
	Iteration 3Q: 3 clusters Score -193034.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -193074.250000 Penalty: 3478.455811
	Iteration 4Q: 3 clusters Score -193074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -193087.296875 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -193087.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -193094.562500 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -193094.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -193097.578125 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -193097.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -193104.453125 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -193104.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -193115.531250 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -193115.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -193126.343750 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -193126.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -193144.156250 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -193144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -193151.968750 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -193152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -193161.046875 Penalty: 3478.455811
	Iteration 13Q: 3 clusters Score -193161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -193166.093750 Penalty: 3478.455811
	Iteration 14Q: 3 clusters Score -193166.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -193171.750000 Penalty: 3478.455811
	Iteration 15Q: 3 clusters Score -193171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -193175.812500 Penalty: 3478.455811
	Iteration 16Q: 3 clusters Score -193175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -193175.937500 Penalty: 3478.455811
	Iteration 17Q: 3 clusters Score -193175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -193178.468750 Penalty: 3478.455811
	Iteration 18Q: 3 clusters Score -193178.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -193181.750000 Penalty: 3478.455811
	Iteration 19Q: 3 clusters Score -193181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -193184.781250 Penalty: 3478.455811
	Iteration 20F: 3 clusters Score -193184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -193186.828125 Penalty: 3478.455811
	Iteration 21Q: 3 clusters Score -193186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -193187.750000 Penalty: 3478.455811
	Iteration 22Q: 3 clusters Score -193187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -193188.390625 Penalty: 3478.455811
	Iteration 23Q: 3 clusters Score -193188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -193188.609375 Penalty: 3478.455811
	Iteration 24Q: 3 clusters Score -193188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -193190.109375 Penalty: 3478.455811
	Iteration 25Q: 3 clusters Score -193190.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -193190.421875 Penalty: 3478.455811
	Iteration 26Q: 3 clusters Score -193190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -193190.421875 Penalty: 3478.455811
	Iteration 27F: 3 clusters Score -193190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Entering Unmasked Estep 
Score: -9578862.000000 Penalty: 2688.857178
	Iteration 0F: 2 clusters Score -9578862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -9546836.000000 Penalty: 5377.714355
	Iteration 0F: 3 clusters Score -9546836 nChanged 23714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -9560145.000000 Penalty: 5377.714355
	Iteration 1F: 3 clusters Score -9560145 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -9560757.000000 Penalty: 5377.714355
	Iteration 2Q: 3 clusters Score -9560757 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -9561338.000000 Penalty: 5377.714355
	Iteration 3Q: 3 clusters Score -9561338 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -9562056.000000 Penalty: 5377.714355
	Iteration 4Q: 3 clusters Score -9562056 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -9563033.000000 Penalty: 5377.714355
	Iteration 5Q: 3 clusters Score -9563033 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -9564383.000000 Penalty: 5377.714355
	Iteration 6F: 3 clusters Score -9564383 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -9566372.000000 Penalty: 5377.714355
	Iteration 7F: 3 clusters Score -9566372 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -9568771.000000 Penalty: 5377.714355
	Iteration 8F: 3 clusters Score -9568771 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -9571183.000000 Penalty: 5377.714355
	Iteration 9F: 3 clusters Score -9571183 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -9573410.000000 Penalty: 5377.714355
	Iteration 10Q: 3 clusters Score -9573410 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -9574923.000000 Penalty: 5377.714355
	Iteration 11Q: 3 clusters Score -9574923 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -9575682.000000 Penalty: 5377.714355
	Iteration 12Q: 3 clusters Score -9575682 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9576051.000000 Penalty: 5377.714355
	Iteration 13Q: 3 clusters Score -9576051 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9576314.000000 Penalty: 5377.714355
	Iteration 14Q: 3 clusters Score -9576314 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9576436.000000 Penalty: 5377.714355
	Iteration 15Q: 3 clusters Score -9576436 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9576521.000000 Penalty: 5377.714355
	Iteration 16Q: 3 clusters Score -9576521 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9576584.000000 Penalty: 5377.714355
	Iteration 17Q: 3 clusters Score -9576584 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9576622.000000 Penalty: 5377.714355
	Iteration 18Q: 3 clusters Score -9576622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9576658.000000 Penalty: 5377.714355
	Iteration 19Q: 3 clusters Score -9576658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9576661.000000 Penalty: 5377.714355
	Iteration 20F: 3 clusters Score -9576661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9576683.000000 Penalty: 5377.714355
	Iteration 21Q: 3 clusters Score -9576683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9576694.000000 Penalty: 5377.714355
	Iteration 22Q: 3 clusters Score -9576694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9576695.000000 Penalty: 5377.714355
	Iteration 23Q: 3 clusters Score -9576695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9576702.000000 Penalty: 5377.714355
	Iteration 24Q: 3 clusters Score -9576702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9576707.000000 Penalty: 5377.714355
	Iteration 25Q: 3 clusters Score -9576707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9576699.000000 Penalty: 5377.714355
	Iteration 26Q: 3 clusters Score -9576699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9576699.000000 Penalty: 5377.714355
	Iteration 27Q: 3 clusters Score -9576699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9576696.000000 Penalty: 5377.714355
	Iteration 28Q: 3 clusters Score -9576696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9576697.000000 Penalty: 5377.714355
	Iteration 29Q: 3 clusters Score -9576697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9576701.000000 Penalty: 5377.714355
	Iteration 30Q: 3 clusters Score -9576701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9576699.000000 Penalty: 5377.714355
	Iteration 31Q: 3 clusters Score -9576699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9576699.000000 Penalty: 5377.714355
	Iteration 32Q: 3 clusters Score -9576699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9576699.000000 Penalty: 5377.714355
	Iteration 33F: 3 clusters Score -9576699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -937033.875000 Penalty: 2114.927979
	Iteration 0F: 2 clusters Score -937033.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -932477.875000 Penalty: 4229.855957
	Iteration 0F: 3 clusters Score -932477.9 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -933535.875000 Penalty: 4229.855957
	Iteration 1F: 3 clusters Score -933535.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -933724.500000 Penalty: 4229.855957
	Iteration 2F: 3 clusters Score -933724.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -933851.437500 Penalty: 4229.855957
	Iteration 3Q: 3 clusters Score -933851.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -933945.625000 Penalty: 4229.855957
	Iteration 4Q: 3 clusters Score -933945.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -934030.062500 Penalty: 4229.855957
	Iteration 5Q: 3 clusters Score -934030.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -934112.250000 Penalty: 4229.855957
	Iteration 6Q: 3 clusters Score -934112.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -934208.437500 Penalty: 4229.855957
	Iteration 7Q: 3 clusters Score -934208.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -934297.250000 Penalty: 4229.855957
	Iteration 8Q: 3 clusters Score -934297.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -934379.437500 Penalty: 4229.855957
	Iteration 9Q: 3 clusters Score -934379.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -934457.875000 Penalty: 4229.855957
	Iteration 10Q: 3 clusters Score -934457.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -934527.687500 Penalty: 4229.855957
	Iteration 11Q: 3 clusters Score -934527.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -934591.437500 Penalty: 4229.855957
	Iteration 12Q: 3 clusters Score -934591.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -934657.687500 Penalty: 4229.855957
	Iteration 13Q: 3 clusters Score -934657.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -934725.312500 Penalty: 4229.855957
	Iteration 14Q: 3 clusters Score -934725.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -934799.937500 Penalty: 4229.855957
	Iteration 15Q: 3 clusters Score -934799.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -934886.312500 Penalty: 4229.855957
	Iteration 16Q: 3 clusters Score -934886.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -935006.312500 Penalty: 4229.855957
	Iteration 17Q: 3 clusters Score -935006.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -935126.687500 Penalty: 4229.855957
	Iteration 18Q: 3 clusters Score -935126.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -935244.375000 Penalty: 4229.855957
	Iteration 19Q: 3 clusters Score -935244.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -935351.187500 Penalty: 4229.855957
	Iteration 20F: 3 clusters Score -935351.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -935429.937500 Penalty: 4229.855957
	Iteration 21Q: 3 clusters Score -935429.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -935487.125000 Penalty: 4229.855957
	Iteration 22Q: 3 clusters Score -935487.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -935537.625000 Penalty: 4229.855957
	Iteration 23Q: 3 clusters Score -935537.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -935567.562500 Penalty: 4229.855957
	Iteration 24Q: 3 clusters Score -935567.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -935584.375000 Penalty: 4229.855957
	Iteration 25Q: 3 clusters Score -935584.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -935593.812500 Penalty: 4229.855957
	Iteration 26Q: 3 clusters Score -935593.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -935601.000000 Penalty: 4229.855957
	Iteration 27Q: 3 clusters Score -935601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -935612.500000 Penalty: 4229.855957
	Iteration 28Q: 3 clusters Score -935612.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -935627.125000 Penalty: 4229.855957
	Iteration 29Q: 3 clusters Score -935627.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -935633.062500 Penalty: 4229.855957
	Iteration 30Q: 3 clusters Score -935633.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -935641.812500 Penalty: 4229.855957
	Iteration 31Q: 3 clusters Score -935641.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -935647.125000 Penalty: 4229.855957
	Iteration 32Q: 3 clusters Score -935647.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -935651.875000 Penalty: 4229.855957
	Iteration 33Q: 3 clusters Score -935651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -935653.062500 Penalty: 4229.855957
	Iteration 34Q: 3 clusters Score -935653.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -935653.250000 Penalty: 4229.855957
	Iteration 35Q: 3 clusters Score -935653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -935654.312500 Penalty: 4229.855957
	Iteration 36Q: 3 clusters Score -935654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -935656.562500 Penalty: 4229.855957
	Iteration 37Q: 3 clusters Score -935656.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -935656.687500 Penalty: 4229.855957
	Iteration 38Q: 3 clusters Score -935656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -935657.437500 Penalty: 4229.855957
	Iteration 39Q: 3 clusters Score -935657.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -935657.437500 Penalty: 4229.855957
	Iteration 40F: 3 clusters Score -935657.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -76683.515625 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -76683.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -75324.140625 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -75324.14 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75863.437500 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -75863.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76228.273438 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -76228.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76495.273438 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -76495.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76693.218750 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -76693.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76811.226562 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -76811.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76864.937500 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -76864.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76884.015625 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -76884.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76911.406250 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -76911.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76926.828125 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -76926.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76934.593750 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -76934.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76946.953125 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -76946.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76947.937500 Penalty: 3096.142822
	Iteration 12F: 3 clusters Score -76947.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76954.187500 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -76954.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76960.750000 Penalty: 3096.142822
	Iteration 14Q: 3 clusters Score -76960.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76964.375000 Penalty: 3096.142822
	Iteration 15Q: 3 clusters Score -76964.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76964.375000 Penalty: 3096.142822
	Iteration 16F: 3 clusters Score -76964.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48519 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54512 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 4618 members 
Mstep: Class 11 contains 41261 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52364 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20926 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50045 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51132 members 
Mstep: Class 21 contains 5054 members 
Mstep: Class 22 contains 217 members 
Mstep: Class 23 contains 48010 members 
Mstep: Class 24 contains 49747 members 
Mstep: Class 25 contains 23344 members 
Mstep: Class 26 contains 41127 members 
Mstep: Class 27 contains 9797 members 
Mstep: Class 28 contains 50683 members 
Mstep: Class 29 contains 297 members 
Entering Unmasked Estep 
Score: -110182656.000000 Penalty: 95718.617188
Splitting cluster 22 changes total score from -110184088.000000 to -110182656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (48010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Entering Unmasked Estep 
Score: -8928562.000000 Penalty: 2673.232666
	Iteration 0F: 2 clusters Score -8928562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -8896879.000000 Penalty: 5346.465332
	Iteration 0F: 3 clusters Score -8896879 nChanged 22195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -8909131.000000 Penalty: 5346.465332
	Iteration 1F: 3 clusters Score -8909131 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -8909648.000000 Penalty: 5346.465332
	Iteration 2Q: 3 clusters Score -8909648 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -8910102.000000 Penalty: 5346.465332
	Iteration 3Q: 3 clusters Score -8910102 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -8910495.000000 Penalty: 5346.465332
	Iteration 4Q: 3 clusters Score -8910495 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -8910831.000000 Penalty: 5346.465332
	Iteration 5Q: 3 clusters Score -8910831 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -8911168.000000 Penalty: 5346.465332
	Iteration 6Q: 3 clusters Score -8911168 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -8911639.000000 Penalty: 5346.465332
	Iteration 7Q: 3 clusters Score -8911639 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -8912354.000000 Penalty: 5346.465332
	Iteration 8Q: 3 clusters Score -8912354 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -8913449.000000 Penalty: 5346.465332
	Iteration 9Q: 3 clusters Score -8913449 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -8914898.000000 Penalty: 5346.465332
	Iteration 10F: 3 clusters Score -8914898 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -8916979.000000 Penalty: 5346.465332
	Iteration 11F: 3 clusters Score -8916979 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -8919490.000000 Penalty: 5346.465332
	Iteration 12F: 3 clusters Score -8919490 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -8922035.000000 Penalty: 5346.465332
	Iteration 13F: 3 clusters Score -8922035 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -8924025.000000 Penalty: 5346.465332
	Iteration 14Q: 3 clusters Score -8924025 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -8925006.000000 Penalty: 5346.465332
	Iteration 15Q: 3 clusters Score -8925006 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -8925558.000000 Penalty: 5346.465332
	Iteration 16Q: 3 clusters Score -8925558 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -8925858.000000 Penalty: 5346.465332
	Iteration 17Q: 3 clusters Score -8925858 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -8926019.000000 Penalty: 5346.465332
	Iteration 18Q: 3 clusters Score -8926019 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -8926086.000000 Penalty: 5346.465332
	Iteration 19Q: 3 clusters Score -8926086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -8926128.000000 Penalty: 5346.465332
	Iteration 20F: 3 clusters Score -8926128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -8926173.000000 Penalty: 5346.465332
	Iteration 21Q: 3 clusters Score -8926173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -8926205.000000 Penalty: 5346.465332
	Iteration 22Q: 3 clusters Score -8926205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -8926232.000000 Penalty: 5346.465332
	Iteration 23Q: 3 clusters Score -8926232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -8926241.000000 Penalty: 5346.465332
	Iteration 24Q: 3 clusters Score -8926241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -8926251.000000 Penalty: 5346.465332
	Iteration 25Q: 3 clusters Score -8926251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -8926257.000000 Penalty: 5346.465332
	Iteration 26Q: 3 clusters Score -8926257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -8926256.000000 Penalty: 5346.465332
	Iteration 27Q: 3 clusters Score -8926256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -8926263.000000 Penalty: 5346.465332
	Iteration 28Q: 3 clusters Score -8926263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -8926265.000000 Penalty: 5346.465332
	Iteration 29Q: 3 clusters Score -8926265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -8926264.000000 Penalty: 5346.465332
	Iteration 30Q: 3 clusters Score -8926264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -8926264.000000 Penalty: 5346.465332
	Iteration 31F: 3 clusters Score -8926264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Entering Unmasked Estep 
Score: -9247003.000000 Penalty: 2682.047119
	Iteration 0F: 2 clusters Score -9247003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -9214620.000000 Penalty: 5364.094238
	Iteration 0F: 3 clusters Score -9214620 nChanged 22952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -9227394.000000 Penalty: 5364.094238
	Iteration 1F: 3 clusters Score -9227394 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -9227892.000000 Penalty: 5364.094238
	Iteration 2Q: 3 clusters Score -9227892 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -9228347.000000 Penalty: 5364.094238
	Iteration 3Q: 3 clusters Score -9228347 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -9228694.000000 Penalty: 5364.094238
	Iteration 4Q: 3 clusters Score -9228694 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -9229093.000000 Penalty: 5364.094238
	Iteration 5Q: 3 clusters Score -9229093 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -9229473.000000 Penalty: 5364.094238
	Iteration 6Q: 3 clusters Score -9229473 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -9229943.000000 Penalty: 5364.094238
	Iteration 7Q: 3 clusters Score -9229943 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -9230576.000000 Penalty: 5364.094238
	Iteration 8Q: 3 clusters Score -9230576 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -9231516.000000 Penalty: 5364.094238
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9232877 nChanged 2547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -9234922 nChanged 2743
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -9237204 nChanged 2633
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -9239148 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9240312 nChanged 1451
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9240914 nChanged 1173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9241449 nChanged 1028
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9241943 nChanged 936
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Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9242340 nChanged 941
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9242693 nChanged 942
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Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9243095 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9243528 nChanged 883
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9243890 nChanged 823
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9244191 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9244492 nChanged 669
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9244732 nChanged 549
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Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9244915 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9245069 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9245137 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9245199 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9245226 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9245226 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9245257 nChanged 176
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Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9245280 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9245295 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9245309 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9245304 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9245288 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9245301 nChanged 81
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Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9245312 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9245308 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23031 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9245288 nChanged 109
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Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9245289 nChanged 123
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Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9245295 nChanged 147
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Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9245325 nChanged 168
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Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9245327 nChanged 201
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Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -9245336.000000 Penalty: 5364.094238
	Iteration 48Q: 3 clusters Score -9245336 nChanged 246
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Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9245304 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9245270 nChanged 249
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Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9245289 nChanged 192
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Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9245294 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9245304 nChanged 192
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Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9245314 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9245284 nChanged 184
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Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9245289 nChanged 147
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Mstep: Class 2 contains 23942 members 
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	Iteration 57Q: 3 clusters Score -9245284 nChanged 124
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Mstep: Class 1 contains 25929 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9245296 nChanged 87
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Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9245291 nChanged 110
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Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9245280 nChanged 87
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Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9245290 nChanged 116
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Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9245298 nChanged 107
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Mstep: Class 1 contains 26434 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9245307 nChanged 124
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9245317 nChanged 129
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9245313 nChanged 163
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Mstep: Class 1 contains 26850 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9245286 nChanged 154
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Mstep: Class 1 contains 27159 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9245273 nChanged 132
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9245277 nChanged 150
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Mstep: Class 1 contains 27441 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9245273 nChanged 182
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Mstep: Class 1 contains 27621 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9245271 nChanged 145
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Mstep: Class 1 contains 27766 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9245278 nChanged 131
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Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9245258 nChanged 156
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9245266 nChanged 146
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Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9245282 nChanged 134
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9245265 nChanged 150
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9245270 nChanged 123
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Mstep: Class 2 contains 21141 members 
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	Iteration 78Q: 3 clusters Score -9245273 nChanged 127
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Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9245282 nChanged 148
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9245265 nChanged 179
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9245274 nChanged 179
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9245275 nChanged 192
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9245367 nChanged 177
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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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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9245388 nChanged 47
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9245375 nChanged 49
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9245379 nChanged 69
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9245368 nChanged 78
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9245384 nChanged 65
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Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9245397 nChanged 61
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Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9245410 nChanged 64
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Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9245420 nChanged 74
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Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9245428 nChanged 75
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Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9245425 nChanged 66
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Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9245420 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9245425 nChanged 61
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Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9245432 nChanged 70
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Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9245434 nChanged 60
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Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9245445 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9245420 nChanged 43
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Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9245424 nChanged 27
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Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9245427 nChanged 22
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Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9245431 nChanged 10
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Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9245430 nChanged 20
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Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9245424 nChanged 21
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Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9245429 nChanged 38
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Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9245433 nChanged 36
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Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9245431 nChanged 41
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Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9245439 nChanged 45
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Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9245442 nChanged 32
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Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9245444 nChanged 24
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Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9245465 nChanged 26
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Mstep: Class 1 contains 33435 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9245452 nChanged 20
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Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9245444 nChanged 20
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Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9245440 nChanged 23
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Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9245448 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9245445 nChanged 19
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Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9245451 nChanged 16
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Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9245446 nChanged 13
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Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9245456 nChanged 12
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9245459 nChanged 12
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Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9245447 nChanged 6
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Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9245440 nChanged 10
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Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9245438 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9245440 nChanged 7
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Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9245439 nChanged 10
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Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9245441 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9245432 nChanged 16
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Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9245438 nChanged 13
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9245424 nChanged 13
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Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9245433 nChanged 14
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Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9245440 nChanged 16
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Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9245431 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9245435 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9245424 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9245444 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9245442 nChanged 21
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Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9245459 nChanged 20
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Mstep: Class 1 contains 33835 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9245457 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9245453 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9245463 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9245466 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9245473 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9245460 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9245449 nChanged 23
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9245436 nChanged 19
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Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9245438 nChanged 19
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	Iteration 164Q: 3 clusters Score -9245448 nChanged 25
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9245448 nChanged 22
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9245458 nChanged 25
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9245461 nChanged 25
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	Iteration 168Q: 3 clusters Score -9245462 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9245469 nChanged 20
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	Iteration 170Q: 3 clusters Score -9245476 nChanged 23
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9245477 nChanged 28
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	Iteration 172Q: 3 clusters Score -9245493 nChanged 24
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	Iteration 173Q: 3 clusters Score -9245472 nChanged 19
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9245474 nChanged 24
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	Iteration 175Q: 3 clusters Score -9245483 nChanged 35
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	Iteration 176Q: 3 clusters Score -9245472 nChanged 26
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	Iteration 177Q: 3 clusters Score -9245467 nChanged 27
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	Iteration 178Q: 3 clusters Score -9245488 nChanged 34
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	Iteration 179Q: 3 clusters Score -9245493 nChanged 34
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	Iteration 180F: 3 clusters Score -9245504 nChanged 32
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	Iteration 181Q: 3 clusters Score -9245504 nChanged 41
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	Iteration 182Q: 3 clusters Score -9245522 nChanged 50
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	Iteration 183Q: 3 clusters Score -9245537 nChanged 40
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	Iteration 184Q: 3 clusters Score -9245546 nChanged 50
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	Iteration 185Q: 3 clusters Score -9245536 nChanged 54
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	Iteration 186Q: 3 clusters Score -9245551 nChanged 58
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	Iteration 187Q: 3 clusters Score -9245557 nChanged 64
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	Iteration 188Q: 3 clusters Score -9245543 nChanged 62
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	Iteration 189Q: 3 clusters Score -9245539 nChanged 49
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	Iteration 190Q: 3 clusters Score -9245548 nChanged 59
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	Iteration 191Q: 3 clusters Score -9245537 nChanged 58
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	Iteration 192Q: 3 clusters Score -9245538 nChanged 48
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	Iteration 193Q: 3 clusters Score -9245557 nChanged 54
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	Iteration 194Q: 3 clusters Score -9245573 nChanged 47
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	Iteration 195Q: 3 clusters Score -9245570 nChanged 41
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	Iteration 196Q: 3 clusters Score -9245581 nChanged 37
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	Iteration 197Q: 3 clusters Score -9245577 nChanged 47
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	Iteration 198Q: 3 clusters Score -9245584 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -9245587.000000 Penalty: 5364.094238
	Iteration 199Q: 3 clusters Score -9245587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -9245571.000000 Penalty: 5364.094238
	Iteration 200F: 3 clusters Score -9245571 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -9245596.000000 Penalty: 5364.094238
	Iteration 201Q: 3 clusters Score -9245596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -9245603.000000 Penalty: 5364.094238
	Iteration 202Q: 3 clusters Score -9245603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -9245625.000000 Penalty: 5364.094238
	Iteration 203Q: 3 clusters Score -9245625 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -9245614.000000 Penalty: 5364.094238
	Iteration 204Q: 3 clusters Score -9245614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -9245604.000000 Penalty: 5364.094238
	Iteration 205Q: 3 clusters Score -9245604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -9245602.000000 Penalty: 5364.094238
	Iteration 206Q: 3 clusters Score -9245602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -9245615.000000 Penalty: 5364.094238
	Iteration 207Q: 3 clusters Score -9245615 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -9245608.000000 Penalty: 5364.094238
	Iteration 208Q: 3 clusters Score -9245608 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -9245600.000000 Penalty: 5364.094238
	Iteration 209Q: 3 clusters Score -9245600 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -9245599.000000 Penalty: 5364.094238
	Iteration 210Q: 3 clusters Score -9245599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -9245592.000000 Penalty: 5364.094238
	Iteration 211Q: 3 clusters Score -9245592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -9245595.000000 Penalty: 5364.094238
	Iteration 212Q: 3 clusters Score -9245595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -9245603.000000 Penalty: 5364.094238
	Iteration 213Q: 3 clusters Score -9245603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -9245596.000000 Penalty: 5364.094238
	Iteration 214Q: 3 clusters Score -9245596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -9245606.000000 Penalty: 5364.094238
	Iteration 215Q: 3 clusters Score -9245606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -9245613.000000 Penalty: 5364.094238
	Iteration 216Q: 3 clusters Score -9245613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -9245636.000000 Penalty: 5364.094238
	Iteration 217Q: 3 clusters Score -9245636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -9245618.000000 Penalty: 5364.094238
	Iteration 218Q: 3 clusters Score -9245618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -9245627.000000 Penalty: 5364.094238
	Iteration 219Q: 3 clusters Score -9245627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -9245609.000000 Penalty: 5364.094238
	Iteration 220F: 3 clusters Score -9245609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -9245630.000000 Penalty: 5364.094238
	Iteration 221Q: 3 clusters Score -9245630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -9245608.000000 Penalty: 5364.094238
	Iteration 222Q: 3 clusters Score -9245608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -9245594.000000 Penalty: 5364.094238
	Iteration 223Q: 3 clusters Score -9245594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -9245595.000000 Penalty: 5364.094238
	Iteration 224Q: 3 clusters Score -9245595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -9245600.000000 Penalty: 5364.094238
	Iteration 225Q: 3 clusters Score -9245600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -9245617.000000 Penalty: 5364.094238
	Iteration 226Q: 3 clusters Score -9245617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -9245608.000000 Penalty: 5364.094238
	Iteration 227Q: 3 clusters Score -9245608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -9245594.000000 Penalty: 5364.094238
	Iteration 228Q: 3 clusters Score -9245594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -9245608.000000 Penalty: 5364.094238
	Iteration 229Q: 3 clusters Score -9245608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -9245608.000000 Penalty: 5364.094238
	Iteration 230Q: 3 clusters Score -9245608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -9245606.000000 Penalty: 5364.094238
	Iteration 231Q: 3 clusters Score -9245606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -9245603.000000 Penalty: 5364.094238
	Iteration 232Q: 3 clusters Score -9245603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -9245608.000000 Penalty: 5364.094238
	Iteration 233Q: 3 clusters Score -9245608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -9245604.000000 Penalty: 5364.094238
	Iteration 234Q: 3 clusters Score -9245604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -9245603.000000 Penalty: 5364.094238
	Iteration 235Q: 3 clusters Score -9245603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -9245605.000000 Penalty: 5364.094238
	Iteration 236Q: 3 clusters Score -9245605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -9245605.000000 Penalty: 5364.094238
	Iteration 237Q: 3 clusters Score -9245605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -9245601.000000 Penalty: 5364.094238
	Iteration 238Q: 3 clusters Score -9245601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -9245609.000000 Penalty: 5364.094238
	Iteration 239Q: 3 clusters Score -9245609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -9245615.000000 Penalty: 5364.094238
	Iteration 240F: 3 clusters Score -9245615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -9245612.000000 Penalty: 5364.094238
	Iteration 241Q: 3 clusters Score -9245612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -9245611.000000 Penalty: 5364.094238
	Iteration 242Q: 3 clusters Score -9245611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -9245611.000000 Penalty: 5364.094238
	Iteration 243F: 3 clusters Score -9245611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Entering Unmasked Estep 
Score: -4389663.500000 Penalty: 2494.407471
	Iteration 0F: 2 clusters Score -4389664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -4373420.500000 Penalty: 4988.814941
	Iteration 0F: 3 clusters Score -4373420 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4378977.500000 Penalty: 4988.814941
	Iteration 1F: 3 clusters Score -4378978 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -4379398.500000 Penalty: 4988.814941
	Iteration 2F: 3 clusters Score -4379398 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4379698.500000 Penalty: 4988.814941
	Iteration 3Q: 3 clusters Score -4379698 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -4379957.000000 Penalty: 4988.814941
	Iteration 4Q: 3 clusters Score -4379957 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4380254.500000 Penalty: 4988.814941
	Iteration 5Q: 3 clusters Score -4380254 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -4380574.500000 Penalty: 4988.814941
	Iteration 6Q: 3 clusters Score -4380574 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -4380942.500000 Penalty: 4988.814941
	Iteration 7Q: 3 clusters Score -4380942 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -4381521.500000 Penalty: 4988.814941
	Iteration 8Q: 3 clusters Score -4381522 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -4382307.500000 Penalty: 4988.814941
	Iteration 9F: 3 clusters Score -4382308 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4383255.500000 Penalty: 4988.814941
	Iteration 10F: 3 clusters Score -4383256 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4384408.000000 Penalty: 4988.814941
	Iteration 11F: 3 clusters Score -4384408 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4385543.500000 Penalty: 4988.814941
	Iteration 12F: 3 clusters Score -4385544 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4386346.000000 Penalty: 4988.814941
	Iteration 13Q: 3 clusters Score -4386346 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4386769.500000 Penalty: 4988.814941
	Iteration 14Q: 3 clusters Score -4386770 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4387043.000000 Penalty: 4988.814941
	Iteration 15Q: 3 clusters Score -4387043 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4387223.000000 Penalty: 4988.814941
	Iteration 16Q: 3 clusters Score -4387223 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4387337.500000 Penalty: 4988.814941
	Iteration 17Q: 3 clusters Score -4387338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4387419.500000 Penalty: 4988.814941
	Iteration 18Q: 3 clusters Score -4387420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4387470.000000 Penalty: 4988.814941
	Iteration 19Q: 3 clusters Score -4387470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4387492.000000 Penalty: 4988.814941
	Iteration 20F: 3 clusters Score -4387492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4387513.500000 Penalty: 4988.814941
	Iteration 21Q: 3 clusters Score -4387514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4387522.000000 Penalty: 4988.814941
	Iteration 22Q: 3 clusters Score -4387522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4387533.000000 Penalty: 4988.814941
	Iteration 23Q: 3 clusters Score -4387533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4387536.000000 Penalty: 4988.814941
	Iteration 24Q: 3 clusters Score -4387536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4387538.000000 Penalty: 4988.814941
	Iteration 25Q: 3 clusters Score -4387538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4387538.000000 Penalty: 4988.814941
	Iteration 26Q: 3 clusters Score -4387538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4387541.000000 Penalty: 4988.814941
	Iteration 27Q: 3 clusters Score -4387541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4387541.000000 Penalty: 4988.814941
	Iteration 28F: 3 clusters Score -4387541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Entering Unmasked Estep 
Score: -7645588.000000 Penalty: 2634.856201
	Iteration 0F: 2 clusters Score -7645588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -7617919.500000 Penalty: 5269.712402
	Iteration 0F: 3 clusters Score -7617920 nChanged 18796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -7628292.500000 Penalty: 5269.712402
	Iteration 1F: 3 clusters Score -7628292 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -7628708.500000 Penalty: 5269.712402
	Iteration 2Q: 3 clusters Score -7628708 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -7629151.000000 Penalty: 5269.712402
	Iteration 3Q: 3 clusters Score -7629151 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -7629502.000000 Penalty: 5269.712402
	Iteration 4Q: 3 clusters Score -7629502 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -7629812.000000 Penalty: 5269.712402
	Iteration 5Q: 3 clusters Score -7629812 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -7630132.500000 Penalty: 5269.712402
	Iteration 6Q: 3 clusters Score -7630132 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -7630502.000000 Penalty: 5269.712402
	Iteration 7Q: 3 clusters Score -7630502 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -7630822.000000 Penalty: 5269.712402
	Iteration 8Q: 3 clusters Score -7630822 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -7631245.500000 Penalty: 5269.712402
	Iteration 9Q: 3 clusters Score -7631246 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -7631752.000000 Penalty: 5269.712402
	Iteration 10Q: 3 clusters Score -7631752 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -7632409.000000 Penalty: 5269.712402
	Iteration 11Q: 3 clusters Score -7632409 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -7633317.500000 Penalty: 5269.712402
	Iteration 12Q: 3 clusters Score -7633318 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -7634441.000000 Penalty: 5269.712402
	Iteration 13Q: 3 clusters Score -7634441 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -7635846.000000 Penalty: 5269.712402
	Iteration 14F: 3 clusters Score -7635846 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -7637557.000000 Penalty: 5269.712402
	Iteration 15F: 3 clusters Score -7637557 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -7639148.500000 Penalty: 5269.712402
	Iteration 16F: 3 clusters Score -7639148 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -7640542.000000 Penalty: 5269.712402
	Iteration 17Q: 3 clusters Score -7640542 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -7641612.500000 Penalty: 5269.712402
	Iteration 18Q: 3 clusters Score -7641612 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7642278.500000 Penalty: 5269.712402
	Iteration 19Q: 3 clusters Score -7642278 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -7642667.500000 Penalty: 5269.712402
	Iteration 20F: 3 clusters Score -7642668 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -7642958.500000 Penalty: 5269.712402
	Iteration 21Q: 3 clusters Score -7642958 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -7643111.000000 Penalty: 5269.712402
	Iteration 22Q: 3 clusters Score -7643111 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -7643200.500000 Penalty: 5269.712402
	Iteration 23Q: 3 clusters Score -7643200 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7643268.000000 Penalty: 5269.712402
	Iteration 24Q: 3 clusters Score -7643268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -7643307.500000 Penalty: 5269.712402
	Iteration 25Q: 3 clusters Score -7643308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -7643341.000000 Penalty: 5269.712402
	Iteration 26Q: 3 clusters Score -7643341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -7643370.500000 Penalty: 5269.712402
	Iteration 27Q: 3 clusters Score -7643370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -7643386.000000 Penalty: 5269.712402
	Iteration 28Q: 3 clusters Score -7643386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -7643404.000000 Penalty: 5269.712402
	Iteration 29Q: 3 clusters Score -7643404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -7643418.000000 Penalty: 5269.712402
	Iteration 30Q: 3 clusters Score -7643418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -7643421.000000 Penalty: 5269.712402
	Iteration 31Q: 3 clusters Score -7643421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -7643429.000000 Penalty: 5269.712402
	Iteration 32Q: 3 clusters Score -7643429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -7643434.000000 Penalty: 5269.712402
	Iteration 33Q: 3 clusters Score -7643434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -7643437.500000 Penalty: 5269.712402
	Iteration 34Q: 3 clusters Score -7643438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -7643438.000000 Penalty: 5269.712402
	Iteration 35Q: 3 clusters Score -7643438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -7643433.500000 Penalty: 5269.712402
	Iteration 36Q: 3 clusters Score -7643434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -7643432.000000 Penalty: 5269.712402
	Iteration 37Q: 3 clusters Score -7643432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -7643435.500000 Penalty: 5269.712402
	Iteration 38Q: 3 clusters Score -7643436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -7643446.000000 Penalty: 5269.712402
	Iteration 39Q: 3 clusters Score -7643446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -7643449.000000 Penalty: 5269.712402
	Iteration 40F: 3 clusters Score -7643449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -7643446.500000 Penalty: 5269.712402
	Iteration 41Q: 3 clusters Score -7643446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -7643449.500000 Penalty: 5269.712402
	Iteration 42Q: 3 clusters Score -7643450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -7643452.500000 Penalty: 5269.712402
	Iteration 43Q: 3 clusters Score -7643452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -7643452.500000 Penalty: 5269.712402
	Iteration 44Q: 3 clusters Score -7643452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -7643455.000000 Penalty: 5269.712402
	Iteration 45Q: 3 clusters Score -7643455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -7643459.500000 Penalty: 5269.712402
	Iteration 46Q: 3 clusters Score -7643460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7643459.000000 Penalty: 5269.712402
	Iteration 47Q: 3 clusters Score -7643459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7643460.000000 Penalty: 5269.712402
	Iteration 48Q: 3 clusters Score -7643460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7643465.000000 Penalty: 5269.712402
	Iteration 49Q: 3 clusters Score -7643465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7643467.500000 Penalty: 5269.712402
	Iteration 50Q: 3 clusters Score -7643468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -7643468.500000 Penalty: 5269.712402
	Iteration 51Q: 3 clusters Score -7643468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7643468.000000 Penalty: 5269.712402
	Iteration 52Q: 3 clusters Score -7643468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -7643473.000000 Penalty: 5269.712402
	Iteration 53Q: 3 clusters Score -7643473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -7643476.000000 Penalty: 5269.712402
	Iteration 54Q: 3 clusters Score -7643476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -7643477.500000 Penalty: 5269.712402
	Iteration 55Q: 3 clusters Score -7643478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -7643472.500000 Penalty: 5269.712402
	Iteration 56Q: 3 clusters Score -7643472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -7643482.500000 Penalty: 5269.712402
	Iteration 57Q: 3 clusters Score -7643482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -7643482.500000 Penalty: 5269.712402
	Iteration 58F: 3 clusters Score -7643482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Entering Unmasked Estep 
Score: -1817430.750000 Penalty: 2279.078369
	Iteration 0F: 2 clusters Score -1817431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1809802.000000 Penalty: 4558.156738
	Iteration 0F: 3 clusters Score -1809802 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1811958.375000 Penalty: 4558.156738
	Iteration 1F: 3 clusters Score -1811958 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1812232.500000 Penalty: 4558.156738
	Iteration 2F: 3 clusters Score -1812232 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1812455.000000 Penalty: 4558.156738
	Iteration 3Q: 3 clusters Score -1812455 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1812662.875000 Penalty: 4558.156738
	Iteration 4Q: 3 clusters Score -1812663 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1812908.125000 Penalty: 4558.156738
	Iteration 5Q: 3 clusters Score -1812908 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1813214.625000 Penalty: 4558.156738
	Iteration 6Q: 3 clusters Score -1813215 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1813566.125000 Penalty: 4558.156738
	Iteration 7Q: 3 clusters Score -1813566 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1813893.125000 Penalty: 4558.156738
	Iteration 8Q: 3 clusters Score -1813893 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1814160.875000 Penalty: 4558.156738
	Iteration 9Q: 3 clusters Score -1814161 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1814369.375000 Penalty: 4558.156738
	Iteration 10Q: 3 clusters Score -1814369 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1814553.375000 Penalty: 4558.156738
	Iteration 11Q: 3 clusters Score -1814553 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1814679.250000 Penalty: 4558.156738
	Iteration 12Q: 3 clusters Score -1814679 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1814773.625000 Penalty: 4558.156738
	Iteration 13Q: 3 clusters Score -1814774 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1814836.875000 Penalty: 4558.156738
	Iteration 14Q: 3 clusters Score -1814837 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1814901.375000 Penalty: 4558.156738
	Iteration 15Q: 3 clusters Score -1814901 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1814955.625000 Penalty: 4558.156738
	Iteration 16Q: 3 clusters Score -1814956 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1815006.000000 Penalty: 4558.156738
	Iteration 17Q: 3 clusters Score -1815006 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1815048.250000 Penalty: 4558.156738
	Iteration 18Q: 3 clusters Score -1815048 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1815087.250000 Penalty: 4558.156738
	Iteration 19Q: 3 clusters Score -1815087 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1815119.625000 Penalty: 4558.156738
	Iteration 20F: 3 clusters Score -1815120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1815153.000000 Penalty: 4558.156738
	Iteration 21Q: 3 clusters Score -1815153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1815177.875000 Penalty: 4558.156738
	Iteration 22Q: 3 clusters Score -1815178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1815210.625000 Penalty: 4558.156738
	Iteration 23Q: 3 clusters Score -1815211 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1815225.625000 Penalty: 4558.156738
	Iteration 24Q: 3 clusters Score -1815226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1815240.250000 Penalty: 4558.156738
	Iteration 25Q: 3 clusters Score -1815240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1815252.250000 Penalty: 4558.156738
	Iteration 26Q: 3 clusters Score -1815252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1815263.000000 Penalty: 4558.156738
	Iteration 27Q: 3 clusters Score -1815263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1815272.375000 Penalty: 4558.156738
	Iteration 28Q: 3 clusters Score -1815272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1815274.250000 Penalty: 4558.156738
	Iteration 29Q: 3 clusters Score -1815274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1815284.125000 Penalty: 4558.156738
	Iteration 30Q: 3 clusters Score -1815284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1815292.375000 Penalty: 4558.156738
	Iteration 31Q: 3 clusters Score -1815292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1815298.500000 Penalty: 4558.156738
	Iteration 32Q: 3 clusters Score -1815298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1815299.875000 Penalty: 4558.156738
	Iteration 33Q: 3 clusters Score -1815300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1815308.000000 Penalty: 4558.156738
	Iteration 34Q: 3 clusters Score -1815308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1815315.250000 Penalty: 4558.156738
	Iteration 35Q: 3 clusters Score -1815315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1815320.250000 Penalty: 4558.156738
	Iteration 36Q: 3 clusters Score -1815320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1815330.500000 Penalty: 4558.156738
	Iteration 37Q: 3 clusters Score -1815330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1815340.625000 Penalty: 4558.156738
	Iteration 38Q: 3 clusters Score -1815341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1815351.000000 Penalty: 4558.156738
	Iteration 39Q: 3 clusters Score -1815351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1815357.625000 Penalty: 4558.156738
	Iteration 40F: 3 clusters Score -1815358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1815368.875000 Penalty: 4558.156738
	Iteration 41Q: 3 clusters Score -1815369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1815371.250000 Penalty: 4558.156738
	Iteration 42Q: 3 clusters Score -1815371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1815383.000000 Penalty: 4558.156738
	Iteration 43Q: 3 clusters Score -1815383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1815387.750000 Penalty: 4558.156738
	Iteration 44Q: 3 clusters Score -1815388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1815389.750000 Penalty: 4558.156738
	Iteration 45Q: 3 clusters Score -1815390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1815398.625000 Penalty: 4558.156738
	Iteration 46Q: 3 clusters Score -1815399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1815401.750000 Penalty: 4558.156738
	Iteration 47Q: 3 clusters Score -1815402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1815408.500000 Penalty: 4558.156738
	Iteration 48Q: 3 clusters Score -1815408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1815409.500000 Penalty: 4558.156738
	Iteration 49Q: 3 clusters Score -1815410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1815413.125000 Penalty: 4558.156738
	Iteration 50Q: 3 clusters Score -1815413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1815416.875000 Penalty: 4558.156738
	Iteration 51Q: 3 clusters Score -1815417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1815426.375000 Penalty: 4558.156738
	Iteration 52Q: 3 clusters Score -1815426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1815433.000000 Penalty: 4558.156738
	Iteration 53Q: 3 clusters Score -1815433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1815435.875000 Penalty: 4558.156738
	Iteration 54Q: 3 clusters Score -1815436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1815441.625000 Penalty: 4558.156738
	Iteration 55Q: 3 clusters Score -1815442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1815455.875000 Penalty: 4558.156738
	Iteration 56Q: 3 clusters Score -1815456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1815464.000000 Penalty: 4558.156738
	Iteration 57Q: 3 clusters Score -1815464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1815472.125000 Penalty: 4558.156738
	Iteration 58Q: 3 clusters Score -1815472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1815477.500000 Penalty: 4558.156738
	Iteration 59Q: 3 clusters Score -1815478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1815485.625000 Penalty: 4558.156738
	Iteration 60F: 3 clusters Score -1815486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1815500.875000 Penalty: 4558.156738
	Iteration 61Q: 3 clusters Score -1815501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1815511.500000 Penalty: 4558.156738
	Iteration 62Q: 3 clusters Score -1815512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1815527.000000 Penalty: 4558.156738
	Iteration 63Q: 3 clusters Score -1815527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1815538.250000 Penalty: 4558.156738
	Iteration 64Q: 3 clusters Score -1815538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1815548.000000 Penalty: 4558.156738
	Iteration 65Q: 3 clusters Score -1815548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1815564.500000 Penalty: 4558.156738
	Iteration 66Q: 3 clusters Score -1815564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1815571.500000 Penalty: 4558.156738
	Iteration 67Q: 3 clusters Score -1815572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1815578.500000 Penalty: 4558.156738
	Iteration 68Q: 3 clusters Score -1815578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1815585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1815598.625000 Penalty: 4558.156738
	Iteration 70Q: 3 clusters Score -1815599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1815606.000000 Penalty: 4558.156738
	Iteration 71Q: 3 clusters Score -1815606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1815609.000000 Penalty: 4558.156738
	Iteration 72Q: 3 clusters Score -1815609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1815619.875000 Penalty: 4558.156738
	Iteration 73Q: 3 clusters Score -1815620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1815627.625000 Penalty: 4558.156738
	Iteration 74Q: 3 clusters Score -1815628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1815632.625000 Penalty: 4558.156738
	Iteration 75Q: 3 clusters Score -1815633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1815637.625000 Penalty: 4558.156738
	Iteration 76Q: 3 clusters Score -1815638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1815639.750000 Penalty: 4558.156738
	Iteration 77Q: 3 clusters Score -1815640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1815641.375000 Penalty: 4558.156738
	Iteration 78Q: 3 clusters Score -1815641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1815648.500000 Penalty: 4558.156738
	Iteration 79Q: 3 clusters Score -1815648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1815648.625000 Penalty: 4558.156738
	Iteration 80F: 3 clusters Score -1815649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1815653.375000 Penalty: 4558.156738
	Iteration 81Q: 3 clusters Score -1815653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1815657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1815661.375000 Penalty: 4558.156738
	Iteration 83Q: 3 clusters Score -1815661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1815662.375000 Penalty: 4558.156738
	Iteration 84Q: 3 clusters Score -1815662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1815668.000000 Penalty: 4558.156738
	Iteration 85Q: 3 clusters Score -1815668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1815666.375000 Penalty: 4558.156738
	Iteration 86Q: 3 clusters Score -1815666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1815671.000000 Penalty: 4558.156738
	Iteration 87Q: 3 clusters Score -1815671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1815682.375000 Penalty: 4558.156738
	Iteration 88Q: 3 clusters Score -1815682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1815686.000000 Penalty: 4558.156738
	Iteration 89Q: 3 clusters Score -1815686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1815688.000000 Penalty: 4558.156738
	Iteration 90Q: 3 clusters Score -1815688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1815697.000000 Penalty: 4558.156738
	Iteration 91Q: 3 clusters Score -1815697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1815707.625000 Penalty: 4558.156738
	Iteration 92Q: 3 clusters Score -1815708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1815713.125000 Penalty: 4558.156738
	Iteration 93Q: 3 clusters Score -1815713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1815718.250000 Penalty: 4558.156738
	Iteration 94Q: 3 clusters Score -1815718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1815725.125000 Penalty: 4558.156738
	Iteration 95Q: 3 clusters Score -1815725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1815731.875000 Penalty: 4558.156738
	Iteration 96Q: 3 clusters Score -1815732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1815731.000000 Penalty: 4558.156738
	Iteration 97Q: 3 clusters Score -1815731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1815735.250000 Penalty: 4558.156738
	Iteration 98Q: 3 clusters Score -1815735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1815744.875000 Penalty: 4558.156738
	Iteration 99Q: 3 clusters Score -1815745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1815745.250000 Penalty: 4558.156738
	Iteration 100F: 3 clusters Score -1815745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1815749.250000 Penalty: 4558.156738
	Iteration 101Q: 3 clusters Score -1815749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1815755.125000 Penalty: 4558.156738
	Iteration 102Q: 3 clusters Score -1815755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1815759.375000 Penalty: 4558.156738
	Iteration 103Q: 3 clusters Score -1815759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1815761.625000 Penalty: 4558.156738
	Iteration 104Q: 3 clusters Score -1815762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1815768.875000 Penalty: 4558.156738
	Iteration 105Q: 3 clusters Score -1815769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1815775.250000 Penalty: 4558.156738
	Iteration 106Q: 3 clusters Score -1815775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1815781.625000 Penalty: 4558.156738
	Iteration 107Q: 3 clusters Score -1815782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1815779.125000 Penalty: 4558.156738
	Iteration 108Q: 3 clusters Score -1815779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1815789.625000 Penalty: 4558.156738
	Iteration 109Q: 3 clusters Score -1815790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1815790.875000 Penalty: 4558.156738
	Iteration 110Q: 3 clusters Score -1815791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1815789.750000 Penalty: 4558.156738
	Iteration 111Q: 3 clusters Score -1815790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1815791.000000 Penalty: 4558.156738
	Iteration 112Q: 3 clusters Score -1815791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1815795.250000 Penalty: 4558.156738
	Iteration 113Q: 3 clusters Score -1815795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1815793.750000 Penalty: 4558.156738
	Iteration 114Q: 3 clusters Score -1815794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1815794.125000 Penalty: 4558.156738
	Iteration 115Q: 3 clusters Score -1815794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1815799.125000 Penalty: 4558.156738
	Iteration 116Q: 3 clusters Score -1815799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1815807.000000 Penalty: 4558.156738
	Iteration 117Q: 3 clusters Score -1815807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1815810.250000 Penalty: 4558.156738
	Iteration 118Q: 3 clusters Score -1815810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1815808.875000 Penalty: 4558.156738
	Iteration 119Q: 3 clusters Score -1815809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1815809.750000 Penalty: 4558.156738
	Iteration 120F: 3 clusters Score -1815810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1815813.250000 Penalty: 4558.156738
	Iteration 121Q: 3 clusters Score -1815813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1815812.750000 Penalty: 4558.156738
	Iteration 122Q: 3 clusters Score -1815813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1815816.500000 Penalty: 4558.156738
	Iteration 123Q: 3 clusters Score -1815816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1815818.625000 Penalty: 4558.156738
	Iteration 124Q: 3 clusters Score -1815819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1815816.750000 Penalty: 4558.156738
	Iteration 125Q: 3 clusters Score -1815817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1815819.000000 Penalty: 4558.156738
	Iteration 126Q: 3 clusters Score -1815819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1815823.250000 Penalty: 4558.156738
	Iteration 127Q: 3 clusters Score -1815823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1815822.250000 Penalty: 4558.156738
	Iteration 128Q: 3 clusters Score -1815822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1815820.500000 Penalty: 4558.156738
	Iteration 129Q: 3 clusters Score -1815820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1815820.250000 Penalty: 4558.156738
	Iteration 130Q: 3 clusters Score -1815820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1815819.750000 Penalty: 4558.156738
	Iteration 131Q: 3 clusters Score -1815820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1815819.750000 Penalty: 4558.156738
	Iteration 132F: 3 clusters Score -1815820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (50683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50683 members 
Entering Unmasked Estep 
Score: -9501250.000000 Penalty: 2686.669678
	Iteration 0F: 2 clusters Score -9501250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -9469352.000000 Penalty: 5373.339355
	Iteration 0F: 3 clusters Score -9469352 nChanged 23263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -9482096.000000 Penalty: 5373.339355
	Iteration 1F: 3 clusters Score -9482096 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -9482560.000000 Penalty: 5373.339355
	Iteration 2Q: 3 clusters Score -9482560 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -9482999.000000 Penalty: 5373.339355
	Iteration 3Q: 3 clusters Score -9482999 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -9483478.000000 Penalty: 5373.339355
	Iteration 4Q: 3 clusters Score -9483478 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -9484055.000000 Penalty: 5373.339355
	Iteration 5Q: 3 clusters Score -9484055 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -9484886.000000 Penalty: 5373.339355
	Iteration 6Q: 3 clusters Score -9484886 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -9485836.000000 Penalty: 5373.339355
	Iteration 7Q: 3 clusters Score -9485836 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -9487511 nChanged 2876
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9489827 nChanged 2937
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9492380 nChanged 2463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9494456 nChanged 1903
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Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9495888 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9496790 nChanged 1047
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9497363 nChanged 814
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Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9497767 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9498117 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9498363 nChanged 400
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Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9498559 nChanged 344
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Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9498681 nChanged 293
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Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9498799 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9498916 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -9499033.000000 Penalty: 5373.339355
	Iteration 22Q: 3 clusters Score -9499033 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -9499163.000000 Penalty: 5373.339355
	Iteration 23Q: 3 clusters Score -9499163 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -9499177.000000 Penalty: 5373.339355
	Iteration 24Q: 3 clusters Score -9499177 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -9499274.000000 Penalty: 5373.339355
	Iteration 25Q: 3 clusters Score -9499274 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -9499313.000000 Penalty: 5373.339355
	Iteration 26Q: 3 clusters Score -9499313 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -9499349.000000 Penalty: 5373.339355
	Iteration 27Q: 3 clusters Score -9499349 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -9499381.000000 Penalty: 5373.339355
	Iteration 28Q: 3 clusters Score -9499381 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -9499414.000000 Penalty: 5373.339355
	Iteration 29Q: 3 clusters Score -9499414 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9499437 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -9499411.000000 Penalty: 5373.339355
	Iteration 31Q: 3 clusters Score -9499411 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -9499385.000000 Penalty: 5373.339355
	Iteration 32Q: 3 clusters Score -9499385 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -9499406.000000 Penalty: 5373.339355
	Iteration 33Q: 3 clusters Score -9499406 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -9499363.000000 Penalty: 5373.339355
	Iteration 34Q: 3 clusters Score -9499363 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9499396.000000 Penalty: 5373.339355
	Iteration 35Q: 3 clusters Score -9499396 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -9499380.000000 Penalty: 5373.339355
	Iteration 36Q: 3 clusters Score -9499380 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -9499360.000000 Penalty: 5373.339355
	Iteration 37Q: 3 clusters Score -9499360 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -9499383.000000 Penalty: 5373.339355
	Iteration 38Q: 3 clusters Score -9499383 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -9499375.000000 Penalty: 5373.339355
	Iteration 39Q: 3 clusters Score -9499375 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -9499391.000000 Penalty: 5373.339355
	Iteration 40F: 3 clusters Score -9499391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -9499387.000000 Penalty: 5373.339355
	Iteration 41Q: 3 clusters Score -9499387 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -9499362.000000 Penalty: 5373.339355
	Iteration 42Q: 3 clusters Score -9499362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -9499352.000000 Penalty: 5373.339355
	Iteration 43Q: 3 clusters Score -9499352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -9499325.000000 Penalty: 5373.339355
	Iteration 44Q: 3 clusters Score -9499325 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -9499322.000000 Penalty: 5373.339355
	Iteration 45Q: 3 clusters Score -9499322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -9499317.000000 Penalty: 5373.339355
	Iteration 46Q: 3 clusters Score -9499317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -9499323.000000 Penalty: 5373.339355
	Iteration 47Q: 3 clusters Score -9499323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -9499326.000000 Penalty: 5373.339355
	Iteration 48Q: 3 clusters Score -9499326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -9499333.000000 Penalty: 5373.339355
	Iteration 49Q: 3 clusters Score -9499333 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -9499336.000000 Penalty: 5373.339355
	Iteration 50Q: 3 clusters Score -9499336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -9499334.000000 Penalty: 5373.339355
	Iteration 51Q: 3 clusters Score -9499334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -9499338.000000 Penalty: 5373.339355
	Iteration 52Q: 3 clusters Score -9499338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -9499342.000000 Penalty: 5373.339355
	Iteration 53Q: 3 clusters Score -9499342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -9499350.000000 Penalty: 5373.339355
	Iteration 54Q: 3 clusters Score -9499350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -9499347.000000 Penalty: 5373.339355
	Iteration 55Q: 3 clusters Score -9499347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -9499340.000000 Penalty: 5373.339355
	Iteration 56Q: 3 clusters Score -9499340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -9499348.000000 Penalty: 5373.339355
	Iteration 57Q: 3 clusters Score -9499348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -9499353.000000 Penalty: 5373.339355
	Iteration 58Q: 3 clusters Score -9499353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -9499344.000000 Penalty: 5373.339355
	Iteration 59Q: 3 clusters Score -9499344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -9499349.000000 Penalty: 5373.339355
	Iteration 60F: 3 clusters Score -9499349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -9499358.000000 Penalty: 5373.339355
	Iteration 61Q: 3 clusters Score -9499358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -9499373.000000 Penalty: 5373.339355
	Iteration 62Q: 3 clusters Score -9499373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -9499378.000000 Penalty: 5373.339355
	Iteration 63Q: 3 clusters Score -9499378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -9499364.000000 Penalty: 5373.339355
	Iteration 64Q: 3 clusters Score -9499364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -9499362.000000 Penalty: 5373.339355
	Iteration 65Q: 3 clusters Score -9499362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -9499363.000000 Penalty: 5373.339355
	Iteration 66Q: 3 clusters Score -9499363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -9499357.000000 Penalty: 5373.339355
	Iteration 67Q: 3 clusters Score -9499357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9499354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -9499360.000000 Penalty: 5373.339355
	Iteration 69Q: 3 clusters Score -9499360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -9499369.000000 Penalty: 5373.339355
	Iteration 70Q: 3 clusters Score -9499369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -9499365.000000 Penalty: 5373.339355
	Iteration 71Q: 3 clusters Score -9499365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -9499376.000000 Penalty: 5373.339355
	Iteration 72Q: 3 clusters Score -9499376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -9499366.000000 Penalty: 5373.339355
	Iteration 73Q: 3 clusters Score -9499366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9499354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -9499358.000000 Penalty: 5373.339355
	Iteration 75Q: 3 clusters Score -9499358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9499360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9499365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9499361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -9499344.000000 Penalty: 5373.339355
	Iteration 79Q: 3 clusters Score -9499344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -9499341.000000 Penalty: 5373.339355
	Iteration 80F: 3 clusters Score -9499341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9499344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9499346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
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	Iteration 83F: 3 clusters Score -9499346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48519 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54512 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 4618 members 
Mstep: Class 11 contains 41261 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52364 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20926 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50045 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51132 members 
Mstep: Class 21 contains 5054 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48010 members 
Mstep: Class 24 contains 49747 members 
Mstep: Class 25 contains 23344 members 
Mstep: Class 26 contains 41127 members 
Mstep: Class 27 contains 9797 members 
Mstep: Class 28 contains 50683 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 359Q: 29 clusters Score -1.101841e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48546 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12053 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54513 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4435 members 
Mstep: Class 10 contains 4620 members 
Mstep: Class 11 contains 41250 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52351 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20923 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50046 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51191 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48028 members 
Mstep: Class 24 contains 49750 members 
Mstep: Class 25 contains 23357 members 
Mstep: Class 26 contains 41108 members 
Mstep: Class 27 contains 9791 members 
Mstep: Class 28 contains 50621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183952.000000 Penalty: 92417.976562
Iteration 360F: 29 clusters Score -1.10184e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48562 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54522 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 4621 members 
Mstep: Class 11 contains 41240 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52322 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20922 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50048 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51227 members 
Mstep: Class 21 contains 5050 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48054 members 
Mstep: Class 24 contains 49755 members 
Mstep: Class 25 contains 23365 members 
Mstep: Class 26 contains 41085 members 
Mstep: Class 27 contains 9786 members 
Mstep: Class 28 contains 50591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183928.000000 Penalty: 92417.976562
Iteration 361Q: 29 clusters Score -1.101839e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48577 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12057 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54525 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
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Mstep: Class 10 contains 4622 members 
Mstep: Class 11 contains 41229 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52299 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50054 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 51235 members 
Mstep: Class 21 contains 5052 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48073 members 
Mstep: Class 24 contains 49770 members 
Mstep: Class 25 contains 23378 members 
Mstep: Class 26 contains 41069 members 
Mstep: Class 27 contains 9778 members 
Mstep: Class 28 contains 50571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183976.000000 Penalty: 92417.976562
Iteration 362Q: 29 clusters Score -1.10184e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48583 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12059 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54517 members 
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Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 4622 members 
Mstep: Class 11 contains 41226 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52295 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50056 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51237 members 
Mstep: Class 21 contains 5054 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48103 members 
Mstep: Class 24 contains 49784 members 
Mstep: Class 25 contains 23389 members 
Mstep: Class 26 contains 41050 members 
Mstep: Class 27 contains 9772 members 
Mstep: Class 28 contains 50548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184248.000000 Penalty: 92417.976562
Iteration 363Q: 29 clusters Score -1.101842e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48576 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12059 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54521 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4415 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 41216 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52289 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20921 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50057 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51244 members 
Mstep: Class 21 contains 5054 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48140 members 
Mstep: Class 24 contains 49790 members 
Mstep: Class 25 contains 23393 members 
Mstep: Class 26 contains 41038 members 
Mstep: Class 27 contains 9772 members 
Mstep: Class 28 contains 50526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184088.000000 Penalty: 92417.976562
Iteration 364Q: 29 clusters Score -1.101841e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48578 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12058 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54525 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 4625 members 
Mstep: Class 11 contains 41208 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52285 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50057 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51224 members 
Mstep: Class 21 contains 5056 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48174 members 
Mstep: Class 24 contains 49785 members 
Mstep: Class 25 contains 23418 members 
Mstep: Class 26 contains 41031 members 
Mstep: Class 27 contains 9770 members 
Mstep: Class 28 contains 50516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184056.000000 Penalty: 92417.976562
Iteration 365Q: 29 clusters Score -1.101841e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48559 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12057 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54529 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4401 members 
Mstep: Class 10 contains 4627 members 
Mstep: Class 11 contains 41207 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52299 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20911 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50059 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51217 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48206 members 
Mstep: Class 24 contains 49765 members 
Mstep: Class 25 contains 23439 members 
Mstep: Class 26 contains 41017 members 
Mstep: Class 27 contains 9771 members 
Mstep: Class 28 contains 50512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184128.000000 Penalty: 92417.976562
Iteration 366Q: 29 clusters Score -1.101841e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48545 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12059 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54519 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4390 members 
Mstep: Class 10 contains 4627 members 
Mstep: Class 11 contains 41214 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52307 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20910 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50063 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51200 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48233 members 
Mstep: Class 24 contains 49761 members 
Mstep: Class 25 contains 23461 members 
Mstep: Class 26 contains 41013 members 
Mstep: Class 27 contains 9772 members 
Mstep: Class 28 contains 50500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183968.000000 Penalty: 92417.976562
Iteration 367Q: 29 clusters Score -1.10184e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48548 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12055 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54511 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4383 members 
Mstep: Class 10 contains 4627 members 
Mstep: Class 11 contains 41199 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52318 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50061 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51180 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48266 members 
Mstep: Class 24 contains 49768 members 
Mstep: Class 25 contains 23477 members 
Mstep: Class 26 contains 41008 members 
Mstep: Class 27 contains 9768 members 
Mstep: Class 28 contains 50493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183984.000000 Penalty: 92417.976562
Iteration 368Q: 29 clusters Score -1.10184e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48552 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12055 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54510 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4380 members 
Mstep: Class 10 contains 4627 members 
Mstep: Class 11 contains 41187 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52323 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50051 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51156 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48291 members 
Mstep: Class 24 contains 49767 members 
Mstep: Class 25 contains 23483 members 
Mstep: Class 26 contains 40998 members 
Mstep: Class 27 contains 9768 members 
Mstep: Class 28 contains 50508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183904.000000 Penalty: 92417.976562
Iteration 369Q: 29 clusters Score -1.101839e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48554 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54529 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4369 members 
Mstep: Class 10 contains 4627 members 
Mstep: Class 11 contains 41177 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52330 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20923 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50055 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51137 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48314 members 
Mstep: Class 24 contains 49760 members 
Mstep: Class 25 contains 23503 members 
Mstep: Class 26 contains 40971 members 
Mstep: Class 27 contains 9767 members 
Mstep: Class 28 contains 50505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183944.000000 Penalty: 92417.976562
Iteration 370Q: 29 clusters Score -1.101839e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48549 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54537 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 4630 members 
Mstep: Class 11 contains 41166 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52338 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50056 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51123 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48342 members 
Mstep: Class 24 contains 49751 members 
Mstep: Class 25 contains 23512 members 
Mstep: Class 26 contains 40958 members 
Mstep: Class 27 contains 9762 members 
Mstep: Class 28 contains 50523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184008.000000 Penalty: 92417.976562
Iteration 371Q: 29 clusters Score -1.10184e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48549 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12053 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54556 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 41154 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52336 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50053 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51114 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48350 members 
Mstep: Class 24 contains 49750 members 
Mstep: Class 25 contains 23524 members 
Mstep: Class 26 contains 40940 members 
Mstep: Class 27 contains 9761 members 
Mstep: Class 28 contains 50541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184096.000000 Penalty: 92417.976562
Iteration 372Q: 29 clusters Score -1.101841e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48550 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12053 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54566 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4340 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 41148 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52330 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20910 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50055 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51109 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48367 members 
Mstep: Class 24 contains 49745 members 
Mstep: Class 25 contains 23535 members 
Mstep: Class 26 contains 40916 members 
Mstep: Class 27 contains 9760 members 
Mstep: Class 28 contains 50560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184240.000000 Penalty: 92417.976562
Iteration 373Q: 29 clusters Score -1.101842e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48538 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12055 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54588 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4332 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 41149 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52328 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20902 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50063 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51124 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48370 members 
Mstep: Class 24 contains 49747 members 
Mstep: Class 25 contains 23538 members 
Mstep: Class 26 contains 40879 members 
Mstep: Class 27 contains 9760 members 
Mstep: Class 28 contains 50571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184088.000000 Penalty: 92417.976562
Iteration 374Q: 29 clusters Score -1.101841e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48537 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54611 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4330 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 41143 members 
Mstep: Class 12 contains 27353 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52316 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20903 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50070 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51133 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48377 members 
Mstep: Class 24 contains 49756 members 
Mstep: Class 25 contains 23545 members 
Mstep: Class 26 contains 40844 members 
Mstep: Class 27 contains 9758 members 
Mstep: Class 28 contains 50571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184080.000000 Penalty: 92417.976562
Iteration 375Q: 29 clusters Score -1.101841e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48540 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12050 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54615 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4321 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 41148 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52298 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20896 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50074 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51154 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48379 members 
Mstep: Class 24 contains 49772 members 
Mstep: Class 25 contains 23549 members 
Mstep: Class 26 contains 40821 members 
Mstep: Class 27 contains 9757 members 
Mstep: Class 28 contains 50569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183752.000000 Penalty: 92417.976562
Iteration 376Q: 29 clusters Score -1.101838e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48543 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12049 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54626 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4306 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 41148 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52285 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20891 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50079 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51150 members 
Mstep: Class 21 contains 5057 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48389 members 
Mstep: Class 24 contains 49788 members 
Mstep: Class 25 contains 23566 members 
Mstep: Class 26 contains 40791 members 
Mstep: Class 27 contains 9758 members 
Mstep: Class 28 contains 50575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183808.000000 Penalty: 92417.976562
Iteration 377Q: 29 clusters Score -1.101838e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48553 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12050 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54609 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4302 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 41150 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52283 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20888 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50089 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51136 members 
Mstep: Class 21 contains 5057 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48397 members 
Mstep: Class 24 contains 49790 members 
Mstep: Class 25 contains 23580 members 
Mstep: Class 26 contains 40766 members 
Mstep: Class 27 contains 9757 members 
Mstep: Class 28 contains 50592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183912.000000 Penalty: 92417.976562
Iteration 378Q: 29 clusters Score -1.101839e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48555 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12050 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54601 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4294 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 41148 members 
Mstep: Class 12 contains 27355 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52290 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20891 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50088 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51145 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48395 members 
Mstep: Class 24 contains 49785 members 
Mstep: Class 25 contains 23593 members 
Mstep: Class 26 contains 40744 members 
Mstep: Class 27 contains 9753 members 
Mstep: Class 28 contains 50606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183896.000000 Penalty: 92417.976562
Iteration 379Q: 29 clusters Score -1.101839e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48561 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54587 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41147 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52275 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20891 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50087 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51161 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48400 members 
Mstep: Class 24 contains 49803 members 
Mstep: Class 25 contains 23608 members 
Mstep: Class 26 contains 40724 members 
Mstep: Class 27 contains 9750 members 
Mstep: Class 28 contains 50609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183912.000000 Penalty: 92417.976562
Iteration 380F: 29 clusters Score -1.101839e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48564 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54565 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 41140 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52268 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20887 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50092 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51174 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48411 members 
Mstep: Class 24 contains 49817 members 
Mstep: Class 25 contains 23621 members 
Mstep: Class 26 contains 40701 members 
Mstep: Class 27 contains 9744 members 
Mstep: Class 28 contains 50620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184024.000000 Penalty: 92417.976562
Iteration 381Q: 29 clusters Score -1.10184e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48571 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54553 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4280 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 41137 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52263 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20883 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50093 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51179 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48417 members 
Mstep: Class 24 contains 49824 members 
Mstep: Class 25 contains 23626 members 
Mstep: Class 26 contains 40687 members 
Mstep: Class 27 contains 9746 members 
Mstep: Class 28 contains 50623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184008.000000 Penalty: 92417.976562
Iteration 382Q: 29 clusters Score -1.10184e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48566 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54556 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4280 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 41134 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52266 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20882 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50097 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51193 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48422 members 
Mstep: Class 24 contains 49836 members 
Mstep: Class 25 contains 23618 members 
Mstep: Class 26 contains 40654 members 
Mstep: Class 27 contains 9743 members 
Mstep: Class 28 contains 50635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184008.000000 Penalty: 92417.976562
Iteration 383Q: 29 clusters Score -1.10184e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48559 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12051 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54555 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4278 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41127 members 
Mstep: Class 12 contains 27355 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52269 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20881 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50098 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51194 members 
Mstep: Class 21 contains 5062 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48440 members 
Mstep: Class 24 contains 49855 members 
Mstep: Class 25 contains 23617 members 
Mstep: Class 26 contains 40623 members 
Mstep: Class 27 contains 9739 members 
Mstep: Class 28 contains 50649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183856.000000 Penalty: 92417.976562
Iteration 384Q: 29 clusters Score -1.101839e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48558 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54568 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4279 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41118 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52264 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20878 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50104 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51188 members 
Mstep: Class 21 contains 5062 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48453 members 
Mstep: Class 24 contains 49864 members 
Mstep: Class 25 contains 23623 members 
Mstep: Class 26 contains 40581 members 
Mstep: Class 27 contains 9739 members 
Mstep: Class 28 contains 50665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183840.000000 Penalty: 92417.976562
Iteration 385Q: 29 clusters Score -1.101838e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48554 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54571 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4278 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 41113 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52241 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20877 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50106 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51192 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48462 members 
Mstep: Class 24 contains 49882 members 
Mstep: Class 25 contains 23630 members 
Mstep: Class 26 contains 40553 members 
Mstep: Class 27 contains 9739 members 
Mstep: Class 28 contains 50686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183936.000000 Penalty: 92417.976562
Iteration 386Q: 29 clusters Score -1.101839e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48557 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12055 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54589 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41103 members 
Mstep: Class 12 contains 27355 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52227 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20879 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50106 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51192 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48475 members 
Mstep: Class 24 contains 49889 members 
Mstep: Class 25 contains 23637 members 
Mstep: Class 26 contains 40513 members 
Mstep: Class 27 contains 9742 members 
Mstep: Class 28 contains 50697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184040.000000 Penalty: 92417.976562
Iteration 387Q: 29 clusters Score -1.10184e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48551 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54607 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4278 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41091 members 
Mstep: Class 12 contains 27355 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52235 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20877 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50112 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51194 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48489 members 
Mstep: Class 24 contains 49894 members 
Mstep: Class 25 contains 23634 members 
Mstep: Class 26 contains 40468 members 
Mstep: Class 27 contains 9741 members 
Mstep: Class 28 contains 50710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183952.000000 Penalty: 92417.976562
Iteration 388Q: 29 clusters Score -1.10184e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48560 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12057 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54623 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41083 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52243 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20872 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50113 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51202 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48492 members 
Mstep: Class 24 contains 49899 members 
Mstep: Class 25 contains 23634 members 
Mstep: Class 26 contains 40426 members 
Mstep: Class 27 contains 9741 members 
Mstep: Class 28 contains 50718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183816.000000 Penalty: 92417.976562
Iteration 389Q: 29 clusters Score -1.101838e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48571 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12057 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54631 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4271 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41076 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52246 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20868 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50111 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51200 members 
Mstep: Class 21 contains 5055 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48500 members 
Mstep: Class 24 contains 49904 members 
Mstep: Class 25 contains 23641 members 
Mstep: Class 26 contains 40400 members 
Mstep: Class 27 contains 9740 members 
Mstep: Class 28 contains 50722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183896.000000 Penalty: 92417.976562
Iteration 390Q: 29 clusters Score -1.101839e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48578 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12058 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54634 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4271 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41072 members 
Mstep: Class 12 contains 27360 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52240 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20867 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50111 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51200 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48504 members 
Mstep: Class 24 contains 49904 members 
Mstep: Class 25 contains 23652 members 
Mstep: Class 26 contains 40389 members 
Mstep: Class 27 contains 9739 members 
Mstep: Class 28 contains 50720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183800.000000 Penalty: 92417.976562
Iteration 391Q: 29 clusters Score -1.101838e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48582 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12063 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54640 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4268 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41067 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52242 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20866 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50112 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51200 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48513 members 
Mstep: Class 24 contains 49904 members 
Mstep: Class 25 contains 23653 members 
Mstep: Class 26 contains 40375 members 
Mstep: Class 27 contains 9739 members 
Mstep: Class 28 contains 50713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183680.000000 Penalty: 92417.976562
Iteration 392Q: 29 clusters Score -1.101837e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48599 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12066 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54644 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41061 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52241 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20860 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50114 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51204 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48512 members 
Mstep: Class 24 contains 49905 members 
Mstep: Class 25 contains 23658 members 
Mstep: Class 26 contains 40359 members 
Mstep: Class 27 contains 9739 members 
Mstep: Class 28 contains 50712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183608.000000 Penalty: 92417.976562
Iteration 393Q: 29 clusters Score -1.101836e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48601 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54647 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41062 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52236 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20852 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50123 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51216 members 
Mstep: Class 21 contains 5055 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48508 members 
Mstep: Class 24 contains 49908 members 
Mstep: Class 25 contains 23672 members 
Mstep: Class 26 contains 40327 members 
Mstep: Class 27 contains 9738 members 
Mstep: Class 28 contains 50718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183688.000000 Penalty: 92417.976562
Iteration 394Q: 29 clusters Score -1.101837e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48602 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12073 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54655 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41063 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52233 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20845 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50130 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51229 members 
Mstep: Class 21 contains 5054 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48506 members 
Mstep: Class 24 contains 49910 members 
Mstep: Class 25 contains 23670 members 
Mstep: Class 26 contains 40313 members 
Mstep: Class 27 contains 9738 members 
Mstep: Class 28 contains 50716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183584.000000 Penalty: 92417.976562
Iteration 395Q: 29 clusters Score -1.101836e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48605 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12075 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54677 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4255 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41056 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52239 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20843 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50137 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51222 members 
Mstep: Class 21 contains 5054 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48508 members 
Mstep: Class 24 contains 49915 members 
Mstep: Class 25 contains 23667 members 
Mstep: Class 26 contains 40292 members 
Mstep: Class 27 contains 9736 members 
Mstep: Class 28 contains 50716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183728.000000 Penalty: 92417.976562
Iteration 396Q: 29 clusters Score -1.101837e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48605 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12077 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54685 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4250 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41052 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52237 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20846 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50136 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51222 members 
Mstep: Class 21 contains 5055 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48516 members 
Mstep: Class 24 contains 49923 members 
Mstep: Class 25 contains 23669 members 
Mstep: Class 26 contains 40286 members 
Mstep: Class 27 contains 9734 members 
Mstep: Class 28 contains 50704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183760.000000 Penalty: 92417.976562
Iteration 397Q: 29 clusters Score -1.101838e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48613 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12077 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54693 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4247 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41046 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52240 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20845 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50137 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51219 members 
Mstep: Class 21 contains 5055 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48516 members 
Mstep: Class 24 contains 49928 members 
Mstep: Class 25 contains 23669 members 
Mstep: Class 26 contains 40279 members 
Mstep: Class 27 contains 9731 members 
Mstep: Class 28 contains 50701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183728.000000 Penalty: 92417.976562
Iteration 398Q: 29 clusters Score -1.101837e+08 nChanged 87
Entering ConstructFrom: 
Score: -110183728.000000 Penalty: 92417.976562
Entering ConstructFrom: 
Trying to split cluster 1 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -104592.625000 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -104592.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -103066.484375 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -103066.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -103415.484375 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -103415.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103545.492188 Penalty: 3177.812500
	Iteration 2Q: 3 clusters Score -103545.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103605.406250 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -103605.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103620.117188 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -103620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103625.117188 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -103625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103628.859375 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -103628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -103639.093750 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -103639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103639.882812 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -103639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -103640.765625 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -103640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -103640.765625 Penalty: 3177.812500
	Iteration 10F: 3 clusters Score -103640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Entering Unmasked Estep 
Score: -9095565.000000 Penalty: 2676.374023
	Iteration 0F: 2 clusters Score -9095565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -9063908.000000 Penalty: 5352.748047
	Iteration 0F: 3 clusters Score -9063908 nChanged 22625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -9076552.000000 Penalty: 5352.748047
	Iteration 1F: 3 clusters Score -9076552 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -9077158.000000 Penalty: 5352.748047
	Iteration 2Q: 3 clusters Score -9077158 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -9077743.000000 Penalty: 5352.748047
	Iteration 3Q: 3 clusters Score -9077743 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -9078604.000000 Penalty: 5352.748047
	Iteration 4Q: 3 clusters Score -9078604 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -9079871.000000 Penalty: 5352.748047
	Iteration 5F: 3 clusters Score -9079871 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -9081885.000000 Penalty: 5352.748047
	Iteration 6F: 3 clusters Score -9081885 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -9084632.000000 Penalty: 5352.748047
	Iteration 7F: 3 clusters Score -9084632 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -9087913.000000 Penalty: 5352.748047
	Iteration 8F: 3 clusters Score -9087913 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -9090911.000000 Penalty: 5352.748047
	Iteration 9F: 3 clusters Score -9090911 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -9092397.000000 Penalty: 5352.748047
	Iteration 10Q: 3 clusters Score -9092397 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -9092886.000000 Penalty: 5352.748047
	Iteration 11Q: 3 clusters Score -9092886 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -9093033.000000 Penalty: 5352.748047
	Iteration 12Q: 3 clusters Score -9093033 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -9093117.000000 Penalty: 5352.748047
	Iteration 13Q: 3 clusters Score -9093117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -9093139.000000 Penalty: 5352.748047
	Iteration 14Q: 3 clusters Score -9093139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -9093195.000000 Penalty: 5352.748047
	Iteration 15Q: 3 clusters Score -9093195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -9093209.000000 Penalty: 5352.748047
	Iteration 16Q: 3 clusters Score -9093209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -9093235.000000 Penalty: 5352.748047
	Iteration 17Q: 3 clusters Score -9093235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -9093240.000000 Penalty: 5352.748047
	Iteration 18Q: 3 clusters Score -9093240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -9093247.000000 Penalty: 5352.748047
	Iteration 19Q: 3 clusters Score -9093247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -9093261.000000 Penalty: 5352.748047
	Iteration 20F: 3 clusters Score -9093261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -9093263.000000 Penalty: 5352.748047
	Iteration 21Q: 3 clusters Score -9093263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -9093272.000000 Penalty: 5352.748047
	Iteration 22Q: 3 clusters Score -9093272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -9093267.000000 Penalty: 5352.748047
	Iteration 23Q: 3 clusters Score -9093267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -9093267.000000 Penalty: 5352.748047
	Iteration 24F: 3 clusters Score -9093267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -91802.023438 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -91802.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90212.968750 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -90212.97 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90691.421875 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -90691.42 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90970.281250 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -90970.28 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91189.398438 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -91189.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91335.632812 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -91335.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91491.351562 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -91491.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91651.015625 Penalty: 3306.810547
	Iteration 6F: 3 clusters Score -91651.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91760.750000 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -91760.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91818.875000 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -91818.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91845.562500 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -91845.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91859.812500 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -91859.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91874.281250 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -91874.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91881.445312 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -91881.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -91886.687500 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -91886.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91901.781250 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -91901.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91917.726562 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -91917.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91949.179688 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -91949.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91973.812500 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -91973.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91992.335938 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -91992.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92006.335938 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -92006.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92023.617188 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -92023.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92039.789062 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -92039.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92041.382812 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -92041.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92041.382812 Penalty: 3306.810547
	Iteration 23F: 3 clusters Score -92041.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48622 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54692 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41044 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52248 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20844 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50137 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51218 members 
Mstep: Class 21 contains 5055 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48512 members 
Mstep: Class 24 contains 49927 members 
Mstep: Class 25 contains 23666 members 
Mstep: Class 26 contains 40274 members 
Mstep: Class 27 contains 9730 members 
Mstep: Class 28 contains 50705 members 
Mstep: Class 29 contains 448 members 
Entering Unmasked Estep 
Score: -110182360.000000 Penalty: 95718.617188
Splitting cluster 3 changes total score from -110183728.000000 to -110182360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Entering Unmasked Estep 
Score: -2227575.500000 Penalty: 2330.987061
	Iteration 0F: 2 clusters Score -2227576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2218570.000000 Penalty: 4661.974121
	Iteration 0F: 3 clusters Score -2218570 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2221344.250000 Penalty: 4661.974121
	Iteration 1F: 3 clusters Score -2221344 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2221608.000000 Penalty: 4661.974121
	Iteration 2F: 3 clusters Score -2221608 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2221819.500000 Penalty: 4661.974121
	Iteration 3Q: 3 clusters Score -2221820 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2221987.250000 Penalty: 4661.974121
	Iteration 4Q: 3 clusters Score -2221987 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2222158.250000 Penalty: 4661.974121
	Iteration 5Q: 3 clusters Score -2222158 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2222333.750000 Penalty: 4661.974121
	Iteration 6Q: 3 clusters Score -2222334 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2222542.250000 Penalty: 4661.974121
	Iteration 7Q: 3 clusters Score -2222542 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2222772.250000 Penalty: 4661.974121
	Iteration 8Q: 3 clusters Score -2222772 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2223053.000000 Penalty: 4661.974121
	Iteration 9Q: 3 clusters Score -2223053 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2223390.500000 Penalty: 4661.974121
	Iteration 10Q: 3 clusters Score -2223390 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2223796.000000 Penalty: 4661.974121
	Iteration 11Q: 3 clusters Score -2223796 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2224193.500000 Penalty: 4661.974121
	Iteration 12Q: 3 clusters Score -2224194 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2224590.500000 Penalty: 4661.974121
	Iteration 13Q: 3 clusters Score -2224590 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2224891.250000 Penalty: 4661.974121
	Iteration 14Q: 3 clusters Score -2224891 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2225116.250000 Penalty: 4661.974121
	Iteration 15Q: 3 clusters Score -2225116 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2225245.000000 Penalty: 4661.974121
	Iteration 16Q: 3 clusters Score -2225245 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2225345.000000 Penalty: 4661.974121
	Iteration 17Q: 3 clusters Score -2225345 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2225400.250000 Penalty: 4661.974121
	Iteration 18Q: 3 clusters Score -2225400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2225422.250000 Penalty: 4661.974121
	Iteration 19Q: 3 clusters Score -2225422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2225445.000000 Penalty: 4661.974121
	Iteration 20F: 3 clusters Score -2225445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2225471.750000 Penalty: 4661.974121
	Iteration 21Q: 3 clusters Score -2225472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2225484.500000 Penalty: 4661.974121
	Iteration 22Q: 3 clusters Score -2225484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2225489.250000 Penalty: 4661.974121
	Iteration 23Q: 3 clusters Score -2225489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2225495.500000 Penalty: 4661.974121
	Iteration 24Q: 3 clusters Score -2225496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2225497.250000 Penalty: 4661.974121
	Iteration 25Q: 3 clusters Score -2225497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2225501.500000 Penalty: 4661.974121
	Iteration 26Q: 3 clusters Score -2225502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2225504.000000 Penalty: 4661.974121
	Iteration 27Q: 3 clusters Score -2225504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2225511.000000 Penalty: 4661.974121
	Iteration 28Q: 3 clusters Score -2225511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2225515.250000 Penalty: 4661.974121
	Iteration 29Q: 3 clusters Score -2225515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2225518.500000 Penalty: 4661.974121
	Iteration 30Q: 3 clusters Score -2225518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2225523.000000 Penalty: 4661.974121
	Iteration 31Q: 3 clusters Score -2225523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2225524.000000 Penalty: 4661.974121
	Iteration 32Q: 3 clusters Score -2225524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2225536.000000 Penalty: 4661.974121
	Iteration 33Q: 3 clusters Score -2225536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2225542.000000 Penalty: 4661.974121
	Iteration 34Q: 3 clusters Score -2225542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2225543.500000 Penalty: 4661.974121
	Iteration 35Q: 3 clusters Score -2225544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2225543.500000 Penalty: 4661.974121
	Iteration 36F: 3 clusters Score -2225544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -70720.953125 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -70720.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -69477.023438 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -69477.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69617.734375 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -69617.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69675.335938 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -69675.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69719.195312 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -69719.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69769.523438 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -69769.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69782.406250 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -69782.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69791.429688 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -69791.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -69794.406250 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -69794.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -69800.601562 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -69800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69805.125000 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -69805.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69806.945312 Penalty: 2876.350098
	Iteration 10Q: 3 clusters Score -69806.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69806.945312 Penalty: 2876.350098
	Iteration 11F: 3 clusters Score -69806.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Entering Unmasked Estep 
Score: -10204984.000000 Penalty: 2705.549072
	Iteration 0F: 2 clusters Score -1.020498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -10171692.000000 Penalty: 5411.098145
	Iteration 0F: 3 clusters Score -1.017169e+07 nChanged 25355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -10185893.000000 Penalty: 5411.098145
	Iteration 1F: 3 clusters Score -1.018589e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -10186700.000000 Penalty: 5411.098145
	Iteration 2Q: 3 clusters Score -1.01867e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -10187403.000000 Penalty: 5411.098145
	Iteration 3Q: 3 clusters Score -1.01874e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -10188161.000000 Penalty: 5411.098145
	Iteration 4Q: 3 clusters Score -1.018816e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -10189122.000000 Penalty: 5411.098145
	Iteration 5Q: 3 clusters Score -1.018912e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -10190320.000000 Penalty: 5411.098145
	Iteration 6Q: 3 clusters Score -1.019032e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -10191753.000000 Penalty: 5411.098145
	Iteration 7Q: 3 clusters Score -1.019175e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -10193656.000000 Penalty: 5411.098145
	Iteration 8F: 3 clusters Score -1.019366e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -10195648.000000 Penalty: 5411.098145
	Iteration 9F: 3 clusters Score -1.019565e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -10196912.000000 Penalty: 5411.098145
	Iteration 10Q: 3 clusters Score -1.019691e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -10197512.000000 Penalty: 5411.098145
	Iteration 11Q: 3 clusters Score -1.019751e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -10197742.000000 Penalty: 5411.098145
	Iteration 12Q: 3 clusters Score -1.019774e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -10197909.000000 Penalty: 5411.098145
	Iteration 13Q: 3 clusters Score -1.019791e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -10198146.000000 Penalty: 5411.098145
	Iteration 14Q: 3 clusters Score -1.019815e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -10198265.000000 Penalty: 5411.098145
	Iteration 15Q: 3 clusters Score -1.019826e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -10198516.000000 Penalty: 5411.098145
	Iteration 16Q: 3 clusters Score -1.019852e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -10198770.000000 Penalty: 5411.098145
	Iteration 17Q: 3 clusters Score -1.019877e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -10199095.000000 Penalty: 5411.098145
	Iteration 18Q: 3 clusters Score -1.01991e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -10199490.000000 Penalty: 5411.098145
	Iteration 19Q: 3 clusters Score -1.019949e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -10199917.000000 Penalty: 5411.098145
	Iteration 20F: 3 clusters Score -1.019992e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -10200381.000000 Penalty: 5411.098145
	Iteration 21Q: 3 clusters Score -1.020038e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -10200839.000000 Penalty: 5411.098145
	Iteration 22Q: 3 clusters Score -1.020084e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -10201354.000000 Penalty: 5411.098145
	Iteration 23Q: 3 clusters Score -1.020135e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -10201781.000000 Penalty: 5411.098145
	Iteration 24Q: 3 clusters Score -1.020178e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -10202269.000000 Penalty: 5411.098145
	Iteration 25Q: 3 clusters Score -1.020227e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -10202701.000000 Penalty: 5411.098145
	Iteration 26Q: 3 clusters Score -1.02027e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -10203005.000000 Penalty: 5411.098145
	Iteration 27Q: 3 clusters Score -1.0203e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -10203272.000000 Penalty: 5411.098145
	Iteration 28Q: 3 clusters Score -1.020327e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -10203537.000000 Penalty: 5411.098145
	Iteration 29Q: 3 clusters Score -1.020354e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -10203775.000000 Penalty: 5411.098145
	Iteration 30Q: 3 clusters Score -1.020378e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -10203956.000000 Penalty: 5411.098145
	Iteration 31Q: 3 clusters Score -1.020396e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -10204149.000000 Penalty: 5411.098145
	Iteration 32Q: 3 clusters Score -1.020415e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -10204198.000000 Penalty: 5411.098145
	Iteration 33Q: 3 clusters Score -1.02042e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -10204262.000000 Penalty: 5411.098145
	Iteration 34Q: 3 clusters Score -1.020426e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -10204345.000000 Penalty: 5411.098145
	Iteration 35Q: 3 clusters Score -1.020434e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -10204404.000000 Penalty: 5411.098145
	Iteration 36Q: 3 clusters Score -1.02044e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -10204441.000000 Penalty: 5411.098145
	Iteration 37Q: 3 clusters Score -1.020444e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -10204467.000000 Penalty: 5411.098145
	Iteration 38Q: 3 clusters Score -1.020447e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -10204486.000000 Penalty: 5411.098145
	Iteration 39Q: 3 clusters Score -1.020449e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -10204519.000000 Penalty: 5411.098145
	Iteration 40F: 3 clusters Score -1.020452e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -10204552.000000 Penalty: 5411.098145
	Iteration 41Q: 3 clusters Score -1.020455e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -10204580.000000 Penalty: 5411.098145
	Iteration 42Q: 3 clusters Score -1.020458e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -10204601.000000 Penalty: 5411.098145
	Iteration 43Q: 3 clusters Score -1.02046e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -10204617.000000 Penalty: 5411.098145
	Iteration 44Q: 3 clusters Score -1.020462e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -10204614.000000 Penalty: 5411.098145
	Iteration 45Q: 3 clusters Score -1.020461e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -10204587.000000 Penalty: 5411.098145
	Iteration 46Q: 3 clusters Score -1.020459e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -10204585.000000 Penalty: 5411.098145
	Iteration 47Q: 3 clusters Score -1.020458e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -10204542.000000 Penalty: 5411.098145
	Iteration 48Q: 3 clusters Score -1.020454e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -10204550.000000 Penalty: 5411.098145
	Iteration 49Q: 3 clusters Score -1.020455e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -10204590.000000 Penalty: 5411.098145
	Iteration 50Q: 3 clusters Score -1.020459e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -10204586.000000 Penalty: 5411.098145
	Iteration 51Q: 3 clusters Score -1.020459e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -10204567.000000 Penalty: 5411.098145
	Iteration 52Q: 3 clusters Score -1.020457e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -10204573.000000 Penalty: 5411.098145
	Iteration 53Q: 3 clusters Score -1.020457e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -10204598.000000 Penalty: 5411.098145
	Iteration 54Q: 3 clusters Score -1.02046e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -10204572.000000 Penalty: 5411.098145
	Iteration 55Q: 3 clusters Score -1.020457e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -10204573.000000 Penalty: 5411.098145
	Iteration 56Q: 3 clusters Score -1.020457e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -10204546.000000 Penalty: 5411.098145
	Iteration 57Q: 3 clusters Score -1.020455e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -10204565.000000 Penalty: 5411.098145
	Iteration 58Q: 3 clusters Score -1.020456e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -10204579.000000 Penalty: 5411.098145
	Iteration 59Q: 3 clusters Score -1.020458e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -10204572.000000 Penalty: 5411.098145
	Iteration 60F: 3 clusters Score -1.020457e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -10204589.000000 Penalty: 5411.098145
	Iteration 61Q: 3 clusters Score -1.020459e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -10204591.000000 Penalty: 5411.098145
	Iteration 62Q: 3 clusters Score -1.020459e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -10204595.000000 Penalty: 5411.098145
	Iteration 63Q: 3 clusters Score -1.02046e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -10204570.000000 Penalty: 5411.098145
	Iteration 64Q: 3 clusters Score -1.020457e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -10204574.000000 Penalty: 5411.098145
	Iteration 65Q: 3 clusters Score -1.020457e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -10204547.000000 Penalty: 5411.098145
	Iteration 66Q: 3 clusters Score -1.020455e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -10204527.000000 Penalty: 5411.098145
	Iteration 67Q: 3 clusters Score -1.020453e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -10204516.000000 Penalty: 5411.098145
	Iteration 68Q: 3 clusters Score -1.020452e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -10204517.000000 Penalty: 5411.098145
	Iteration 69Q: 3 clusters Score -1.020452e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -10204530.000000 Penalty: 5411.098145
	Iteration 70Q: 3 clusters Score -1.020453e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -10204518.000000 Penalty: 5411.098145
	Iteration 71Q: 3 clusters Score -1.020452e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -10204495.000000 Penalty: 5411.098145
	Iteration 72Q: 3 clusters Score -1.02045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -10204507.000000 Penalty: 5411.098145
	Iteration 73Q: 3 clusters Score -1.020451e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -10204499.000000 Penalty: 5411.098145
	Iteration 74Q: 3 clusters Score -1.02045e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -10204458.000000 Penalty: 5411.098145
	Iteration 75Q: 3 clusters Score -1.020446e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -10204455.000000 Penalty: 5411.098145
	Iteration 76Q: 3 clusters Score -1.020446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -10204438.000000 Penalty: 5411.098145
	Iteration 77Q: 3 clusters Score -1.020444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -10204439.000000 Penalty: 5411.098145
	Iteration 78Q: 3 clusters Score -1.020444e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -10204409.000000 Penalty: 5411.098145
	Iteration 79Q: 3 clusters Score -1.020441e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -10204399.000000 Penalty: 5411.098145
	Iteration 80F: 3 clusters Score -1.02044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -10204389.000000 Penalty: 5411.098145
	Iteration 81Q: 3 clusters Score -1.020439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -10204387.000000 Penalty: 5411.098145
	Iteration 82Q: 3 clusters Score -1.020439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -10204382.000000 Penalty: 5411.098145
	Iteration 83Q: 3 clusters Score -1.020438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -10204378.000000 Penalty: 5411.098145
	Iteration 84Q: 3 clusters Score -1.020438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -10204390.000000 Penalty: 5411.098145
	Iteration 85Q: 3 clusters Score -1.020439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -10204388.000000 Penalty: 5411.098145
	Iteration 86Q: 3 clusters Score -1.020439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -10204385.000000 Penalty: 5411.098145
	Iteration 87Q: 3 clusters Score -1.020438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -10204382.000000 Penalty: 5411.098145
	Iteration 88Q: 3 clusters Score -1.020438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -10204373.000000 Penalty: 5411.098145
	Iteration 89Q: 3 clusters Score -1.020437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -10204374.000000 Penalty: 5411.098145
	Iteration 90Q: 3 clusters Score -1.020437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -10204375.000000 Penalty: 5411.098145
	Iteration 91Q: 3 clusters Score -1.020438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -10204369.000000 Penalty: 5411.098145
	Iteration 92Q: 3 clusters Score -1.020437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -10204370.000000 Penalty: 5411.098145
	Iteration 93Q: 3 clusters Score -1.020437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -10204382.000000 Penalty: 5411.098145
	Iteration 94Q: 3 clusters Score -1.020438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -10204382.000000 Penalty: 5411.098145
	Iteration 95F: 3 clusters Score -1.020438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -378073.718750 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -378073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -375320.250000 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -375320.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -375879.343750 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -375879.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -376049.687500 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -376049.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -376195.625000 Penalty: 3821.586670
	Iteration 3F: 3 clusters Score -376195.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -376386.593750 Penalty: 3821.586670
	Iteration 4F: 3 clusters Score -376386.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -376639.750000 Penalty: 3821.586670
	Iteration 5F: 3 clusters Score -376639.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -377015.593750 Penalty: 3821.586670
	Iteration 6F: 3 clusters Score -377015.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -377401.031250 Penalty: 3821.586670
	Iteration 7F: 3 clusters Score -377401 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -377654.250000 Penalty: 3821.586670
	Iteration 8F: 3 clusters Score -377654.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -377759.000000 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -377759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -377803.625000 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -377803.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -377827.406250 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -377827.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -377835.906250 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -377835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -377840.750000 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -377840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -377841.750000 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -377841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -377843.093750 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -377843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -377843.562500 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -377843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -377843.562500 Penalty: 3821.586670
	Iteration 17F: 3 clusters Score -377843.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -39345.691406 Penalty: 1379.049072
	Iteration 0F: 2 clusters Score -39345.69 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 134 members 
Entering Unmasked Estep 
Score: -38238.246094 Penalty: 2758.098145
	Iteration 0F: 3 clusters Score -38238.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38357.640625 Penalty: 2758.098145
	Iteration 1F: 3 clusters Score -38357.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38438.101562 Penalty: 2758.098145
	Iteration 2Q: 3 clusters Score -38438.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -38482.644531 Penalty: 2758.098145
	Iteration 3Q: 3 clusters Score -38482.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -38518.292969 Penalty: 2758.098145
	Iteration 4Q: 3 clusters Score -38518.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -38570.820312 Penalty: 2758.098145
	Iteration 5Q: 3 clusters Score -38570.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -38594.992188 Penalty: 2758.098145
	Iteration 6Q: 3 clusters Score -38594.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -38625.410156 Penalty: 2758.098145
	Iteration 7Q: 3 clusters Score -38625.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38636.488281 Penalty: 2758.098145
	Iteration 8Q: 3 clusters Score -38636.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -38654.234375 Penalty: 2758.098145
	Iteration 9Q: 3 clusters Score -38654.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -38670.371094 Penalty: 2758.098145
	Iteration 10Q: 3 clusters Score -38670.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -38683.562500 Penalty: 2758.098145
	Iteration 11Q: 3 clusters Score -38683.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -38705.937500 Penalty: 2758.098145
	Iteration 12Q: 3 clusters Score -38705.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38773.539062 Penalty: 2758.098145
	Iteration 13Q: 3 clusters Score -38773.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38834.781250 Penalty: 2758.098145
	Iteration 14Q: 3 clusters Score -38834.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38873.089844 Penalty: 2758.098145
	Iteration 15Q: 3 clusters Score -38873.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -38880.464844 Penalty: 2758.098145
	Iteration 16Q: 3 clusters Score -38880.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -38880.464844 Penalty: 2758.098145
	Iteration 17F: 3 clusters Score -38880.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Entering Unmasked Estep 
Score: -801755.812500 Penalty: 2071.608887
	Iteration 0F: 2 clusters Score -801755.8 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 2123 members 
Entering Unmasked Estep 
Score: -797744.187500 Penalty: 4143.217773
	Iteration 0F: 3 clusters Score -797744.2 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -798645.812500 Penalty: 4143.217773
	Iteration 1F: 3 clusters Score -798645.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -798812.250000 Penalty: 4143.217773
	Iteration 2F: 3 clusters Score -798812.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -798906.312500 Penalty: 4143.217773
	Iteration 3Q: 3 clusters Score -798906.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -798964.812500 Penalty: 4143.217773
	Iteration 4Q: 3 clusters Score -798964.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -799011.750000 Penalty: 4143.217773
	Iteration 5Q: 3 clusters Score -799011.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -799046.500000 Penalty: 4143.217773
	Iteration 6Q: 3 clusters Score -799046.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -799074.500000 Penalty: 4143.217773
	Iteration 7Q: 3 clusters Score -799074.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -799088.250000 Penalty: 4143.217773
	Iteration 8Q: 3 clusters Score -799088.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -799098.687500 Penalty: 4143.217773
	Iteration 9Q: 3 clusters Score -799098.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -799107.062500 Penalty: 4143.217773
	Iteration 10Q: 3 clusters Score -799107.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -799120.187500 Penalty: 4143.217773
	Iteration 11Q: 3 clusters Score -799120.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -799127.750000 Penalty: 4143.217773
	Iteration 12Q: 3 clusters Score -799127.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -799132.625000 Penalty: 4143.217773
	Iteration 13Q: 3 clusters Score -799132.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -799135.937500 Penalty: 4143.217773
	Iteration 14Q: 3 clusters Score -799135.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -799141.937500 Penalty: 4143.217773
	Iteration 15Q: 3 clusters Score -799141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -799147.250000 Penalty: 4143.217773
	Iteration 16Q: 3 clusters Score -799147.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -799152.812500 Penalty: 4143.217773
	Iteration 17Q: 3 clusters Score -799152.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -799157.250000 Penalty: 4143.217773
	Iteration 18Q: 3 clusters Score -799157.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -799164.625000 Penalty: 4143.217773
	Iteration 19Q: 3 clusters Score -799164.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -799169.312500 Penalty: 4143.217773
	Iteration 20F: 3 clusters Score -799169.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -799173.625000 Penalty: 4143.217773
	Iteration 21Q: 3 clusters Score -799173.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -799177.937500 Penalty: 4143.217773
	Iteration 22Q: 3 clusters Score -799177.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -799180.562500 Penalty: 4143.217773
	Iteration 23Q: 3 clusters Score -799180.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -799185.562500 Penalty: 4143.217773
	Iteration 24Q: 3 clusters Score -799185.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -799186.000000 Penalty: 4143.217773
	Iteration 25Q: 3 clusters Score -799186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -799189.062500 Penalty: 4143.217773
	Iteration 26Q: 3 clusters Score -799189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -799190.687500 Penalty: 4143.217773
	Iteration 27Q: 3 clusters Score -799190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -799190.750000 Penalty: 4143.217773
	Iteration 28Q: 3 clusters Score -799190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -799190.812500 Penalty: 4143.217773
	Iteration 29Q: 3 clusters Score -799190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -799190.562500 Penalty: 4143.217773
	Iteration 30Q: 3 clusters Score -799190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -799190.562500 Penalty: 4143.217773
	Iteration 31F: 3 clusters Score -799190.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -862003.062500 Penalty: 2093.785889
	Iteration 0F: 2 clusters Score -862003.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -857659.375000 Penalty: 4187.571777
	Iteration 0F: 3 clusters Score -857659.4 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -858665.750000 Penalty: 4187.571777
	Iteration 1F: 3 clusters Score -858665.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -858897.937500 Penalty: 4187.571777
	Iteration 2F: 3 clusters Score -858897.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -859049.062500 Penalty: 4187.571777
	Iteration 3F: 3 clusters Score -859049.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -859181.250000 Penalty: 4187.571777
	Iteration 4Q: 3 clusters Score -859181.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -859296.125000 Penalty: 4187.571777
	Iteration 5Q: 3 clusters Score -859296.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -859395.937500 Penalty: 4187.571777
	Iteration 6Q: 3 clusters Score -859395.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -859488.312500 Penalty: 4187.571777
	Iteration 7Q: 3 clusters Score -859488.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -859540.250000 Penalty: 4187.571777
	Iteration 8Q: 3 clusters Score -859540.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -859574.750000 Penalty: 4187.571777
	Iteration 9Q: 3 clusters Score -859574.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -859615.062500 Penalty: 4187.571777
	Iteration 10Q: 3 clusters Score -859615.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -859640.750000 Penalty: 4187.571777
	Iteration 11Q: 3 clusters Score -859640.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -859657.500000 Penalty: 4187.571777
	Iteration 12Q: 3 clusters Score -859657.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -859677.875000 Penalty: 4187.571777
	Iteration 13Q: 3 clusters Score -859677.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -859693.062500 Penalty: 4187.571777
	Iteration 14Q: 3 clusters Score -859693.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -859710.437500 Penalty: 4187.571777
	Iteration 15Q: 3 clusters Score -859710.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -859726.937500 Penalty: 4187.571777
	Iteration 16Q: 3 clusters Score -859726.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -859742.312500 Penalty: 4187.571777
	Iteration 17Q: 3 clusters Score -859742.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -859763.375000 Penalty: 4187.571777
	Iteration 18Q: 3 clusters Score -859763.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -859778.812500 Penalty: 4187.571777
	Iteration 19Q: 3 clusters Score -859778.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -859794.000000 Penalty: 4187.571777
	Iteration 20F: 3 clusters Score -859794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -859801.125000 Penalty: 4187.571777
	Iteration 21Q: 3 clusters Score -859801.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -859808.187500 Penalty: 4187.571777
	Iteration 22Q: 3 clusters Score -859808.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -859813.500000 Penalty: 4187.571777
	Iteration 23Q: 3 clusters Score -859813.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -859820.062500 Penalty: 4187.571777
	Iteration 24Q: 3 clusters Score -859820.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -859825.187500 Penalty: 4187.571777
	Iteration 25Q: 3 clusters Score -859825.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -859827.937500 Penalty: 4187.571777
	Iteration 26Q: 3 clusters Score -859827.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -859830.062500 Penalty: 4187.571777
	Iteration 27Q: 3 clusters Score -859830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -859831.562500 Penalty: 4187.571777
	Iteration 28Q: 3 clusters Score -859831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -859833.250000 Penalty: 4187.571777
	Iteration 29Q: 3 clusters Score -859833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -859834.812500 Penalty: 4187.571777
	Iteration 30Q: 3 clusters Score -859834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -859838.312500 Penalty: 4187.571777
	Iteration 31Q: 3 clusters Score -859838.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -859841.812500 Penalty: 4187.571777
	Iteration 32Q: 3 clusters Score -859841.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -859844.250000 Penalty: 4187.571777
	Iteration 33Q: 3 clusters Score -859844.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -859848.187500 Penalty: 4187.571777
	Iteration 34Q: 3 clusters Score -859848.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -859851.375000 Penalty: 4187.571777
	Iteration 35Q: 3 clusters Score -859851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -859851.875000 Penalty: 4187.571777
	Iteration 36Q: 3 clusters Score -859851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -859855.625000 Penalty: 4187.571777
	Iteration 37Q: 3 clusters Score -859855.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -859857.875000 Penalty: 4187.571777
	Iteration 38Q: 3 clusters Score -859857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -859861.062500 Penalty: 4187.571777
	Iteration 39Q: 3 clusters Score -859861.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -859864.875000 Penalty: 4187.571777
	Iteration 40F: 3 clusters Score -859864.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -859868.812500 Penalty: 4187.571777
	Iteration 41Q: 3 clusters Score -859868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -859870.562500 Penalty: 4187.571777
	Iteration 42Q: 3 clusters Score -859870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -859870.250000 Penalty: 4187.571777
	Iteration 43Q: 3 clusters Score -859870.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -859873.687500 Penalty: 4187.571777
	Iteration 44Q: 3 clusters Score -859873.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -859877.062500 Penalty: 4187.571777
	Iteration 45Q: 3 clusters Score -859877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -859878.750000 Penalty: 4187.571777
	Iteration 46Q: 3 clusters Score -859878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -859881.375000 Penalty: 4187.571777
	Iteration 47Q: 3 clusters Score -859881.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -859883.062500 Penalty: 4187.571777
	Iteration 48Q: 3 clusters Score -859883.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -859884.250000 Penalty: 4187.571777
	Iteration 49Q: 3 clusters Score -859884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -859884.062500 Penalty: 4187.571777
	Iteration 50Q: 3 clusters Score -859884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -859884.312500 Penalty: 4187.571777
	Iteration 51Q: 3 clusters Score -859884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -859885.812500 Penalty: 4187.571777
	Iteration 52Q: 3 clusters Score -859885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -859887.875000 Penalty: 4187.571777
	Iteration 53Q: 3 clusters Score -859887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -859887.000000 Penalty: 4187.571777
	Iteration 54Q: 3 clusters Score -859887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -859887.937500 Penalty: 4187.571777
	Iteration 55Q: 3 clusters Score -859887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -859888.500000 Penalty: 4187.571777
	Iteration 56Q: 3 clusters Score -859888.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -859888.062500 Penalty: 4187.571777
	Iteration 57Q: 3 clusters Score -859888.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -859891.187500 Penalty: 4187.571777
	Iteration 58Q: 3 clusters Score -859891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -859893.625000 Penalty: 4187.571777
	Iteration 59Q: 3 clusters Score -859893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -859893.750000 Penalty: 4187.571777
	Iteration 60F: 3 clusters Score -859893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -859896.750000 Penalty: 4187.571777
	Iteration 61Q: 3 clusters Score -859896.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -859898.187500 Penalty: 4187.571777
	Iteration 62Q: 3 clusters Score -859898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -859898.750000 Penalty: 4187.571777
	Iteration 63Q: 3 clusters Score -859898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -859898.937500 Penalty: 4187.571777
	Iteration 64Q: 3 clusters Score -859898.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -859901.562500 Penalty: 4187.571777
	Iteration 65Q: 3 clusters Score -859901.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -859905.000000 Penalty: 4187.571777
	Iteration 66Q: 3 clusters Score -859905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -859907.312500 Penalty: 4187.571777
	Iteration 67Q: 3 clusters Score -859907.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -859908.562500 Penalty: 4187.571777
	Iteration 68Q: 3 clusters Score -859908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -859911.750000 Penalty: 4187.571777
	Iteration 69Q: 3 clusters Score -859911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -859915.062500 Penalty: 4187.571777
	Iteration 70Q: 3 clusters Score -859915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -859916.750000 Penalty: 4187.571777
	Iteration 71Q: 3 clusters Score -859916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -859920.562500 Penalty: 4187.571777
	Iteration 72Q: 3 clusters Score -859920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -859922.500000 Penalty: 4187.571777
	Iteration 73Q: 3 clusters Score -859922.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -859923.437500 Penalty: 4187.571777
	Iteration 74Q: 3 clusters Score -859923.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -859927.687500 Penalty: 4187.571777
	Iteration 75Q: 3 clusters Score -859927.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -859933.437500 Penalty: 4187.571777
	Iteration 76Q: 3 clusters Score -859933.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -859936.500000 Penalty: 4187.571777
	Iteration 77Q: 3 clusters Score -859936.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -859937.687500 Penalty: 4187.571777
	Iteration 78Q: 3 clusters Score -859937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -859938.437500 Penalty: 4187.571777
	Iteration 79Q: 3 clusters Score -859938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -859939.562500 Penalty: 4187.571777
	Iteration 80F: 3 clusters Score -859939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -859940.250000 Penalty: 4187.571777
	Iteration 81Q: 3 clusters Score -859940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -859942.062500 Penalty: 4187.571777
	Iteration 82Q: 3 clusters Score -859942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -859941.125000 Penalty: 4187.571777
	Iteration 83Q: 3 clusters Score -859941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -859941.000000 Penalty: 4187.571777
	Iteration 84Q: 3 clusters Score -859941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -859941.437500 Penalty: 4187.571777
	Iteration 85Q: 3 clusters Score -859941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -859942.687500 Penalty: 4187.571777
	Iteration 86Q: 3 clusters Score -859942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -859943.500000 Penalty: 4187.571777
	Iteration 87Q: 3 clusters Score -859943.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -859944.625000 Penalty: 4187.571777
	Iteration 88Q: 3 clusters Score -859944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -859945.875000 Penalty: 4187.571777
	Iteration 89Q: 3 clusters Score -859945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -859949.187500 Penalty: 4187.571777
	Iteration 90Q: 3 clusters Score -859949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -859950.375000 Penalty: 4187.571777
	Iteration 91Q: 3 clusters Score -859950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -859950.500000 Penalty: 4187.571777
	Iteration 92Q: 3 clusters Score -859950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -859954.500000 Penalty: 4187.571777
	Iteration 93Q: 3 clusters Score -859954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -859954.250000 Penalty: 4187.571777
	Iteration 94Q: 3 clusters Score -859954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -859954.937500 Penalty: 4187.571777
	Iteration 95Q: 3 clusters Score -859954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -859957.625000 Penalty: 4187.571777
	Iteration 96Q: 3 clusters Score -859957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -859959.187500 Penalty: 4187.571777
	Iteration 97Q: 3 clusters Score -859959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -859959.250000 Penalty: 4187.571777
	Iteration 98Q: 3 clusters Score -859959.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -859959.250000 Penalty: 4187.571777
	Iteration 99F: 3 clusters Score -859959.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Entering Unmasked Estep 
Score: -7639435.500000 Penalty: 2634.355225
	Iteration 0F: 2 clusters Score -7639436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -7612470.000000 Penalty: 5268.710449
	Iteration 0F: 3 clusters Score -7612470 nChanged 18587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -7622516.500000 Penalty: 5268.710449
	Iteration 1F: 3 clusters Score -7622516 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -7623128.500000 Penalty: 5268.710449
	Iteration 2Q: 3 clusters Score -7623128 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -7623840.000000 Penalty: 5268.710449
	Iteration 3Q: 3 clusters Score -7623840 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -7624675.000000 Penalty: 5268.710449
	Iteration 4Q: 3 clusters Score -7624675 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -7625696.500000 Penalty: 5268.710449
	Iteration 5Q: 3 clusters Score -7625696 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -7626740.000000 Penalty: 5268.710449
	Iteration 6Q: 3 clusters Score -7626740 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -7627897.000000 Penalty: 5268.710449
	Iteration 7F: 3 clusters Score -7627897 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -7629138.000000 Penalty: 5268.710449
	Iteration 8F: 3 clusters Score -7629138 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -7630486.000000 Penalty: 5268.710449
	Iteration 9F: 3 clusters Score -7630486 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -7631821.000000 Penalty: 5268.710449
	Iteration 10F: 3 clusters Score -7631821 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -7632740.000000 Penalty: 5268.710449
	Iteration 11Q: 3 clusters Score -7632740 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -7633301.500000 Penalty: 5268.710449
	Iteration 12Q: 3 clusters Score -7633302 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -7633634.000000 Penalty: 5268.710449
	Iteration 13Q: 3 clusters Score -7633634 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -7633839.500000 Penalty: 5268.710449
	Iteration 14Q: 3 clusters Score -7633840 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7633994.500000 Penalty: 5268.710449
	Iteration 15Q: 3 clusters Score -7633994 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -7634160.500000 Penalty: 5268.710449
	Iteration 16Q: 3 clusters Score -7634160 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -7634315.000000 Penalty: 5268.710449
	Iteration 17Q: 3 clusters Score -7634315 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -7634476.500000 Penalty: 5268.710449
	Iteration 18Q: 3 clusters Score -7634476 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -7634672.000000 Penalty: 5268.710449
	Iteration 19Q: 3 clusters Score -7634672 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -7634875.500000 Penalty: 5268.710449
	Iteration 20F: 3 clusters Score -7634876 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -7635094.000000 Penalty: 5268.710449
	Iteration 21Q: 3 clusters Score -7635094 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -7635313.000000 Penalty: 5268.710449
	Iteration 22Q: 3 clusters Score -7635313 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -7635483.500000 Penalty: 5268.710449
	Iteration 23Q: 3 clusters Score -7635484 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -7635665.000000 Penalty: 5268.710449
	Iteration 24Q: 3 clusters Score -7635665 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -7635810.500000 Penalty: 5268.710449
	Iteration 25Q: 3 clusters Score -7635810 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -7635983.500000 Penalty: 5268.710449
	Iteration 26Q: 3 clusters Score -7635984 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -7636157.500000 Penalty: 5268.710449
	Iteration 27Q: 3 clusters Score -7636158 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -7636283.500000 Penalty: 5268.710449
	Iteration 28Q: 3 clusters Score -7636284 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -7636461.500000 Penalty: 5268.710449
	Iteration 29Q: 3 clusters Score -7636462 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -7636613.000000 Penalty: 5268.710449
	Iteration 30Q: 3 clusters Score -7636613 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -7636802.000000 Penalty: 5268.710449
	Iteration 31Q: 3 clusters Score -7636802 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -7636926.000000 Penalty: 5268.710449
	Iteration 32Q: 3 clusters Score -7636926 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -7637040.500000 Penalty: 5268.710449
	Iteration 33Q: 3 clusters Score -7637040 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -7637182.000000 Penalty: 5268.710449
	Iteration 34Q: 3 clusters Score -7637182 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -7637281.500000 Penalty: 5268.710449
	Iteration 35Q: 3 clusters Score -7637282 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -7637361.000000 Penalty: 5268.710449
	Iteration 36Q: 3 clusters Score -7637361 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -7637446.500000 Penalty: 5268.710449
	Iteration 37Q: 3 clusters Score -7637446 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7637463.500000 Penalty: 5268.710449
	Iteration 38Q: 3 clusters Score -7637464 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -7637479.000000 Penalty: 5268.710449
	Iteration 39Q: 3 clusters Score -7637479 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -7637620.500000 Penalty: 5268.710449
	Iteration 40F: 3 clusters Score -7637620 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -7637727.000000 Penalty: 5268.710449
	Iteration 41Q: 3 clusters Score -7637727 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -7637808.500000 Penalty: 5268.710449
	Iteration 42Q: 3 clusters Score -7637808 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -7637886.500000 Penalty: 5268.710449
	Iteration 43Q: 3 clusters Score -7637886 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -7637917.000000 Penalty: 5268.710449
	Iteration 44Q: 3 clusters Score -7637917 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -7637954.500000 Penalty: 5268.710449
	Iteration 45Q: 3 clusters Score -7637954 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -7637984.000000 Penalty: 5268.710449
	Iteration 46Q: 3 clusters Score -7637984 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -7637996.500000 Penalty: 5268.710449
	Iteration 47Q: 3 clusters Score -7637996 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -7638022.500000 Penalty: 5268.710449
	Iteration 48Q: 3 clusters Score -7638022 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -7638034.000000 Penalty: 5268.710449
	Iteration 49Q: 3 clusters Score -7638034 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7638058.000000 Penalty: 5268.710449
	Iteration 50Q: 3 clusters Score -7638058 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -7638071.000000 Penalty: 5268.710449
	Iteration 51Q: 3 clusters Score -7638071 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -7638070.500000 Penalty: 5268.710449
	Iteration 52Q: 3 clusters Score -7638070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -7638074.000000 Penalty: 5268.710449
	Iteration 53Q: 3 clusters Score -7638074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -7638066.000000 Penalty: 5268.710449
	Iteration 54Q: 3 clusters Score -7638066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -7638081.000000 Penalty: 5268.710449
	Iteration 55Q: 3 clusters Score -7638081 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7638069.000000 Penalty: 5268.710449
	Iteration 56Q: 3 clusters Score -7638069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -7638066.500000 Penalty: 5268.710449
	Iteration 57Q: 3 clusters Score -7638066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7638062.500000 Penalty: 5268.710449
	Iteration 58Q: 3 clusters Score -7638062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -7638051.500000 Penalty: 5268.710449
	Iteration 59Q: 3 clusters Score -7638052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -7638060.000000 Penalty: 5268.710449
	Iteration 60F: 3 clusters Score -7638060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -7638046.500000 Penalty: 5268.710449
	Iteration 61Q: 3 clusters Score -7638046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -7638037.500000 Penalty: 5268.710449
	Iteration 62Q: 3 clusters Score -7638038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -7638045.000000 Penalty: 5268.710449
	Iteration 63Q: 3 clusters Score -7638045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -7638048.000000 Penalty: 5268.710449
	Iteration 64Q: 3 clusters Score -7638048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -7638035.500000 Penalty: 5268.710449
	Iteration 65Q: 3 clusters Score -7638036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -7638026.500000 Penalty: 5268.710449
	Iteration 66Q: 3 clusters Score -7638026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -7638038.000000 Penalty: 5268.710449
	Iteration 67Q: 3 clusters Score -7638038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -7638037.000000 Penalty: 5268.710449
	Iteration 68Q: 3 clusters Score -7638037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -7638026.000000 Penalty: 5268.710449
	Iteration 69Q: 3 clusters Score -7638026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -7638024.000000 Penalty: 5268.710449
	Iteration 70Q: 3 clusters Score -7638024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -7638022.000000 Penalty: 5268.710449
	Iteration 71Q: 3 clusters Score -7638022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -7638024.000000 Penalty: 5268.710449
	Iteration 72Q: 3 clusters Score -7638024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -7638014.000000 Penalty: 5268.710449
	Iteration 73Q: 3 clusters Score -7638014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -7638014.000000 Penalty: 5268.710449
	Iteration 74Q: 3 clusters Score -7638014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7638008.000000 Penalty: 5268.710449
	Iteration 75Q: 3 clusters Score -7638008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -7638016.000000 Penalty: 5268.710449
	Iteration 76Q: 3 clusters Score -7638016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -7638018.000000 Penalty: 5268.710449
	Iteration 77Q: 3 clusters Score -7638018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -7638016.000000 Penalty: 5268.710449
	Iteration 78Q: 3 clusters Score -7638016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -7638022.500000 Penalty: 5268.710449
	Iteration 79Q: 3 clusters Score -7638022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -7638031.500000 Penalty: 5268.710449
	Iteration 80F: 3 clusters Score -7638032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -7638019.000000 Penalty: 5268.710449
	Iteration 81Q: 3 clusters Score -7638019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -7638022.500000 Penalty: 5268.710449
	Iteration 82Q: 3 clusters Score -7638022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -7638019.500000 Penalty: 5268.710449
	Iteration 83Q: 3 clusters Score -7638020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -7638020.500000 Penalty: 5268.710449
	Iteration 84Q: 3 clusters Score -7638020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -7638018.500000 Penalty: 5268.710449
	Iteration 85Q: 3 clusters Score -7638018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -7638017.500000 Penalty: 5268.710449
	Iteration 86Q: 3 clusters Score -7638018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -7638008.500000 Penalty: 5268.710449
	Iteration 87Q: 3 clusters Score -7638008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -7638009.500000 Penalty: 5268.710449
	Iteration 88Q: 3 clusters Score -7638010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -7638013.000000 Penalty: 5268.710449
	Iteration 89Q: 3 clusters Score -7638013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -7638015.000000 Penalty: 5268.710449
	Iteration 90Q: 3 clusters Score -7638015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -7638019.500000 Penalty: 5268.710449
	Iteration 91Q: 3 clusters Score -7638020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -7638019.000000 Penalty: 5268.710449
	Iteration 92Q: 3 clusters Score -7638019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -7638020.000000 Penalty: 5268.710449
	Iteration 93Q: 3 clusters Score -7638020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -7638016.000000 Penalty: 5268.710449
	Iteration 94Q: 3 clusters Score -7638016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -7638022.000000 Penalty: 5268.710449
	Iteration 95Q: 3 clusters Score -7638022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -7638022.000000 Penalty: 5268.710449
	Iteration 96F: 3 clusters Score -7638022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Entering Unmasked Estep 
Score: -4927852.500000 Penalty: 2533.748291
	Iteration 0F: 2 clusters Score -4927852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4908899.000000 Penalty: 5067.496582
	Iteration 0F: 3 clusters Score -4908899 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4915596.500000 Penalty: 5067.496582
	Iteration 1F: 3 clusters Score -4915596 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4916010.500000 Penalty: 5067.496582
	Iteration 2Q: 3 clusters Score -4916010 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -4916344.000000 Penalty: 5067.496582
	Iteration 3Q: 3 clusters Score -4916344 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -4916769.000000 Penalty: 5067.496582
	Iteration 4Q: 3 clusters Score -4916769 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4917235.000000 Penalty: 5067.496582
	Iteration 5Q: 3 clusters Score -4917235 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -4917855.000000 Penalty: 5067.496582
	Iteration 6Q: 3 clusters Score -4917855 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4918522.500000 Penalty: 5067.496582
	Iteration 7F: 3 clusters Score -4918522 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -4919311.000000 Penalty: 5067.496582
	Iteration 8F: 3 clusters Score -4919311 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4920189.500000 Penalty: 5067.496582
	Iteration 9F: 3 clusters Score -4920190 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4921121.500000 Penalty: 5067.496582
	Iteration 10F: 3 clusters Score -4921122 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4922068.000000 Penalty: 5067.496582
	Iteration 11F: 3 clusters Score -4922068 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -4922815.000000 Penalty: 5067.496582
	Iteration 12Q: 3 clusters Score -4922815 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -4923392.500000 Penalty: 5067.496582
	Iteration 13Q: 3 clusters Score -4923392 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -4923859.000000 Penalty: 5067.496582
	Iteration 14Q: 3 clusters Score -4923859 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -4924336.000000 Penalty: 5067.496582
	Iteration 15Q: 3 clusters Score -4924336 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -4924797.000000 Penalty: 5067.496582
	Iteration 16Q: 3 clusters Score -4924797 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -4925129.500000 Penalty: 5067.496582
	Iteration 17Q: 3 clusters Score -4925130 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -4925395.000000 Penalty: 5067.496582
	Iteration 18Q: 3 clusters Score -4925395 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -4925587.000000 Penalty: 5067.496582
	Iteration 19Q: 3 clusters Score -4925587 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -4925729.000000 Penalty: 5067.496582
	Iteration 20F: 3 clusters Score -4925729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -4925869.500000 Penalty: 5067.496582
	Iteration 21Q: 3 clusters Score -4925870 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -4925986.000000 Penalty: 5067.496582
	Iteration 22Q: 3 clusters Score -4925986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -4926060.000000 Penalty: 5067.496582
	Iteration 23Q: 3 clusters Score -4926060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4926078.500000 Penalty: 5067.496582
	Iteration 24Q: 3 clusters Score -4926078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -4926091.500000 Penalty: 5067.496582
	Iteration 25Q: 3 clusters Score -4926092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -4926097.000000 Penalty: 5067.496582
	Iteration 26Q: 3 clusters Score -4926097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -4926106.500000 Penalty: 5067.496582
	Iteration 27Q: 3 clusters Score -4926106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -4926106.000000 Penalty: 5067.496582
	Iteration 28Q: 3 clusters Score -4926106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -4926105.000000 Penalty: 5067.496582
	Iteration 29Q: 3 clusters Score -4926105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -4926109.500000 Penalty: 5067.496582
	Iteration 30Q: 3 clusters Score -4926110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -4926113.000000 Penalty: 5067.496582
	Iteration 31Q: 3 clusters Score -4926113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -4926112.500000 Penalty: 5067.496582
	Iteration 32Q: 3 clusters Score -4926112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -4926114.500000 Penalty: 5067.496582
	Iteration 33Q: 3 clusters Score -4926114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -4926114.500000 Penalty: 5067.496582
	Iteration 34F: 3 clusters Score -4926114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -29635.740234 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -29635.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28448.900391 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -28448.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28708.767578 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -28708.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28810.279297 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -28810.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28850.279297 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -28850.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28861.312500 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -28861.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28901.640625 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -28901.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28906.921875 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -28906.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28906.921875 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -28906.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Entering Unmasked Estep 
Score: -9760547.000000 Penalty: 2694.211670
	Iteration 0F: 2 clusters Score -9760547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -9727753.000000 Penalty: 5388.423340
	Iteration 0F: 3 clusters Score -9727753 nChanged 24213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -9741309.000000 Penalty: 5388.423340
	Iteration 1F: 3 clusters Score -9741309 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -9741981.000000 Penalty: 5388.423340
	Iteration 2Q: 3 clusters Score -9741981 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -9742796.000000 Penalty: 5388.423340
	Iteration 3Q: 3 clusters Score -9742796 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -9743994.000000 Penalty: 5388.423340
	Iteration 4Q: 3 clusters Score -9743994 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -9745817.000000 Penalty: 5388.423340
	Iteration 5F: 3 clusters Score -9745817 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -9749202.000000 Penalty: 5388.423340
	Iteration 6F: 3 clusters Score -9749202 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -9753623.000000 Penalty: 5388.423340
	Iteration 7F: 3 clusters Score -9753623 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -9756308.000000 Penalty: 5388.423340
	Iteration 8F: 3 clusters Score -9756308 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -9757226.000000 Penalty: 5388.423340
	Iteration 9Q: 3 clusters Score -9757226 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -9757698.000000 Penalty: 5388.423340
	Iteration 10Q: 3 clusters Score -9757698 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -9757975.000000 Penalty: 5388.423340
	Iteration 11Q: 3 clusters Score -9757975 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -9758086.000000 Penalty: 5388.423340
	Iteration 12Q: 3 clusters Score -9758086 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -9758205.000000 Penalty: 5388.423340
	Iteration 13Q: 3 clusters Score -9758205 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -9758224.000000 Penalty: 5388.423340
	Iteration 14Q: 3 clusters Score -9758224 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -9758305.000000 Penalty: 5388.423340
	Iteration 15Q: 3 clusters Score -9758305 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -9758370.000000 Penalty: 5388.423340
	Iteration 16Q: 3 clusters Score -9758370 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -9758401.000000 Penalty: 5388.423340
	Iteration 17Q: 3 clusters Score -9758401 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -9758438.000000 Penalty: 5388.423340
	Iteration 18Q: 3 clusters Score -9758438 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -9758480.000000 Penalty: 5388.423340
	Iteration 19Q: 3 clusters Score -9758480 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -9758499.000000 Penalty: 5388.423340
	Iteration 20F: 3 clusters Score -9758499 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -9758506.000000 Penalty: 5388.423340
	Iteration 21Q: 3 clusters Score -9758506 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -9758501.000000 Penalty: 5388.423340
	Iteration 22Q: 3 clusters Score -9758501 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -9758501.000000 Penalty: 5388.423340
	Iteration 23Q: 3 clusters Score -9758501 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -9758497.000000 Penalty: 5388.423340
	Iteration 24Q: 3 clusters Score -9758497 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -9758494.000000 Penalty: 5388.423340
	Iteration 25Q: 3 clusters Score -9758494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -9758494.000000 Penalty: 5388.423340
	Iteration 26Q: 3 clusters Score -9758494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -9758507.000000 Penalty: 5388.423340
	Iteration 27Q: 3 clusters Score -9758507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -9758507.000000 Penalty: 5388.423340
	Iteration 28Q: 3 clusters Score -9758507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -9758530.000000 Penalty: 5388.423340
	Iteration 29Q: 3 clusters Score -9758530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -9758550.000000 Penalty: 5388.423340
	Iteration 30Q: 3 clusters Score -9758550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -9758550.000000 Penalty: 5388.423340
	Iteration 31Q: 3 clusters Score -9758550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -9758552.000000 Penalty: 5388.423340
	Iteration 32Q: 3 clusters Score -9758552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -9758552.000000 Penalty: 5388.423340
	Iteration 33Q: 3 clusters Score -9758552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -9758563.000000 Penalty: 5388.423340
	Iteration 34Q: 3 clusters Score -9758563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -9758558.000000 Penalty: 5388.423340
	Iteration 35Q: 3 clusters Score -9758558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -9758560.000000 Penalty: 5388.423340
	Iteration 36Q: 3 clusters Score -9758560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -9758539.000000 Penalty: 5388.423340
	Iteration 37Q: 3 clusters Score -9758539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -9758545.000000 Penalty: 5388.423340
	Iteration 38Q: 3 clusters Score -9758545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -9758538.000000 Penalty: 5388.423340
	Iteration 39Q: 3 clusters Score -9758538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -9758540.000000 Penalty: 5388.423340
	Iteration 40F: 3 clusters Score -9758540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -9758566.000000 Penalty: 5388.423340
	Iteration 41Q: 3 clusters Score -9758566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -9758544.000000 Penalty: 5388.423340
	Iteration 42Q: 3 clusters Score -9758544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -9758570.000000 Penalty: 5388.423340
	Iteration 43Q: 3 clusters Score -9758570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -9758556.000000 Penalty: 5388.423340
	Iteration 44Q: 3 clusters Score -9758556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -9758573.000000 Penalty: 5388.423340
	Iteration 45Q: 3 clusters Score -9758573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -9758567.000000 Penalty: 5388.423340
	Iteration 46Q: 3 clusters Score -9758567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -9758572.000000 Penalty: 5388.423340
	Iteration 47Q: 3 clusters Score -9758572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -9758572.000000 Penalty: 5388.423340
	Iteration 48Q: 3 clusters Score -9758572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -9758572.000000 Penalty: 5388.423340
	Iteration 49F: 3 clusters Score -9758572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -100618.515625 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -100618.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -99016.921875 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -99016.92 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99273.726562 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -99273.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -99377.671875 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -99377.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99456.171875 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -99456.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99494.953125 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -99494.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99512.328125 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -99512.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99545.937500 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -99545.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -99561.601562 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -99561.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99572.695312 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -99572.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99588.265625 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -99588.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99593.375000 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -99593.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -99597.546875 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -99597.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99602.578125 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -99602.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -99605.867188 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -99605.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -99605.867188 Penalty: 3175.350830
	Iteration 14F: 3 clusters Score -99605.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Entering Unmasked Estep 
Score: -3852339.750000 Penalty: 2466.315674
	Iteration 0F: 2 clusters Score -3852340 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 10514 members 
Entering Unmasked Estep 
Score: -3837808.250000 Penalty: 4932.631348
	Iteration 0F: 3 clusters Score -3837808 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3842572.500000 Penalty: 4932.631348
	Iteration 1F: 3 clusters Score -3842572 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3842901.250000 Penalty: 4932.631348
	Iteration 2Q: 3 clusters Score -3842901 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3843106.500000 Penalty: 4932.631348
	Iteration 3Q: 3 clusters Score -3843106 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -3843298.750000 Penalty: 4932.631348
	Iteration 4Q: 3 clusters Score -3843299 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3843471.500000 Penalty: 4932.631348
	Iteration 5Q: 3 clusters Score -3843472 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3843690.750000 Penalty: 4932.631348
	Iteration 6Q: 3 clusters Score -3843691 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3843921.750000 Penalty: 4932.631348
	Iteration 7Q: 3 clusters Score -3843922 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3844261.750000 Penalty: 4932.631348
	Iteration 8Q: 3 clusters Score -3844262 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3844785.500000 Penalty: 4932.631348
	Iteration 9Q: 3 clusters Score -3844786 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3845575.750000 Penalty: 4932.631348
	Iteration 10F: 3 clusters Score -3845576 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3846650.250000 Penalty: 4932.631348
	Iteration 11F: 3 clusters Score -3846650 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3847872.000000 Penalty: 4932.631348
	Iteration 12F: 3 clusters Score -3847872 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3848877.250000 Penalty: 4932.631348
	Iteration 13F: 3 clusters Score -3848877 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3849498.250000 Penalty: 4932.631348
	Iteration 14Q: 3 clusters Score -3849498 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3849811.750000 Penalty: 4932.631348
	Iteration 15Q: 3 clusters Score -3849812 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3849988.250000 Penalty: 4932.631348
	Iteration 16Q: 3 clusters Score -3849988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3850065.750000 Penalty: 4932.631348
	Iteration 17Q: 3 clusters Score -3850066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3850109.000000 Penalty: 4932.631348
	Iteration 18Q: 3 clusters Score -3850109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3850149.250000 Penalty: 4932.631348
	Iteration 19Q: 3 clusters Score -3850149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3850175.750000 Penalty: 4932.631348
	Iteration 20F: 3 clusters Score -3850176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3850182.250000 Penalty: 4932.631348
	Iteration 21Q: 3 clusters Score -3850182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3850185.000000 Penalty: 4932.631348
	Iteration 22Q: 3 clusters Score -3850185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3850187.750000 Penalty: 4932.631348
	Iteration 23Q: 3 clusters Score -3850188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3850197.750000 Penalty: 4932.631348
	Iteration 24Q: 3 clusters Score -3850198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3850202.000000 Penalty: 4932.631348
	Iteration 25Q: 3 clusters Score -3850202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3850206.500000 Penalty: 4932.631348
	Iteration 26Q: 3 clusters Score -3850206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3850213.500000 Penalty: 4932.631348
	Iteration 27Q: 3 clusters Score -3850214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3850223.250000 Penalty: 4932.631348
	Iteration 28Q: 3 clusters Score -3850223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3850227.500000 Penalty: 4932.631348
	Iteration 29Q: 3 clusters Score -3850228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3850228.500000 Penalty: 4932.631348
	Iteration 30Q: 3 clusters Score -3850228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3850228.500000 Penalty: 4932.631348
	Iteration 31F: 3 clusters Score -3850228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121426.257812 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -121426.3 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 404 members 
Entering Unmasked Estep 
Score: -119732.000000 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -119732 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -120171.828125 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -120171.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120472.773438 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -120472.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -120681.335938 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -120681.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -120827.406250 Penalty: 3324.781250
	Iteration 4Q: 3 clusters Score -120827.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -120937.343750 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -120937.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -121014.734375 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -121014.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -121070.625000 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -121070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121099.335938 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -121099.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -121142.351562 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -121142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121154.593750 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -121154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -121160.289062 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -121160.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -121165.695312 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -121165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -121176.843750 Penalty: 3324.781250
	Iteration 13F: 3 clusters Score -121176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -121221.117188 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -121221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121240.132812 Penalty: 3324.781250
	Iteration 15Q: 3 clusters Score -121240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -121265.460938 Penalty: 3324.781250
	Iteration 16Q: 3 clusters Score -121265.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121279.804688 Penalty: 3324.781250
	Iteration 17Q: 3 clusters Score -121279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121284.734375 Penalty: 3324.781250
	Iteration 18Q: 3 clusters Score -121284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121288.929688 Penalty: 3324.781250
	Iteration 19Q: 3 clusters Score -121288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121295.585938 Penalty: 3324.781250
	Iteration 20F: 3 clusters Score -121295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121300.171875 Penalty: 3324.781250
	Iteration 21Q: 3 clusters Score -121300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121301.023438 Penalty: 3324.781250
	Iteration 22Q: 3 clusters Score -121301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121301.023438 Penalty: 3324.781250
	Iteration 23F: 3 clusters Score -121301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Entering Unmasked Estep 
Score: -9219411.000000 Penalty: 2683.983643
	Iteration 0F: 2 clusters Score -9219411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -9186101.000000 Penalty: 5367.967285
	Iteration 0F: 3 clusters Score -9186101 nChanged 23208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -9198978.000000 Penalty: 5367.967285
	Iteration 1F: 3 clusters Score -9198978 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -9199476.000000 Penalty: 5367.967285
	Iteration 2Q: 3 clusters Score -9199476 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -9199900.000000 Penalty: 5367.967285
	Iteration 3Q: 3 clusters Score -9199900 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -9200292.000000 Penalty: 5367.967285
	Iteration 4Q: 3 clusters Score -9200292 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -9200702.000000 Penalty: 5367.967285
	Iteration 5Q: 3 clusters Score -9200702 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -9201248.000000 Penalty: 5367.967285
	Iteration 6Q: 3 clusters Score -9201248 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -9201952.000000 Penalty: 5367.967285
	Iteration 7Q: 3 clusters Score -9201952 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -9203087.000000 Penalty: 5367.967285
	Iteration 8Q: 3 clusters Score -9203087 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -9204845.000000 Penalty: 5367.967285
	Iteration 9F: 3 clusters Score -9204845 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -9207203.000000 Penalty: 5367.967285
	Iteration 10F: 3 clusters Score -9207203 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -9209745.000000 Penalty: 5367.967285
	Iteration 11F: 3 clusters Score -9209745 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -9211888.000000 Penalty: 5367.967285
	Iteration 12F: 3 clusters Score -9211888 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -9213455.000000 Penalty: 5367.967285
	Iteration 13Q: 3 clusters Score -9213455 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -9214477.000000 Penalty: 5367.967285
	Iteration 14Q: 3 clusters Score -9214477 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -9215315.000000 Penalty: 5367.967285
	Iteration 15Q: 3 clusters Score -9215315 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -9215848.000000 Penalty: 5367.967285
	Iteration 16Q: 3 clusters Score -9215848 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -9216232.000000 Penalty: 5367.967285
	Iteration 17Q: 3 clusters Score -9216232 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -9216592.000000 Penalty: 5367.967285
	Iteration 18Q: 3 clusters Score -9216592 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -9216874.000000 Penalty: 5367.967285
	Iteration 19Q: 3 clusters Score -9216874 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -9216997.000000 Penalty: 5367.967285
	Iteration 20F: 3 clusters Score -9216997 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -9217091.000000 Penalty: 5367.967285
	Iteration 21Q: 3 clusters Score -9217091 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -9217160.000000 Penalty: 5367.967285
	Iteration 22Q: 3 clusters Score -9217160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -9217211.000000 Penalty: 5367.967285
	Iteration 23Q: 3 clusters Score -9217211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -9217226.000000 Penalty: 5367.967285
	Iteration 24Q: 3 clusters Score -9217226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -9217238.000000 Penalty: 5367.967285
	Iteration 25Q: 3 clusters Score -9217238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -9217241.000000 Penalty: 5367.967285
	Iteration 26Q: 3 clusters Score -9217241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -9217260.000000 Penalty: 5367.967285
	Iteration 27Q: 3 clusters Score -9217260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -9217263.000000 Penalty: 5367.967285
	Iteration 28Q: 3 clusters Score -9217263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -9217268.000000 Penalty: 5367.967285
	Iteration 29Q: 3 clusters Score -9217268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -9217266.000000 Penalty: 5367.967285
	Iteration 30Q: 3 clusters Score -9217266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -9217272.000000 Penalty: 5367.967285
	Iteration 31Q: 3 clusters Score -9217272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -9217276.000000 Penalty: 5367.967285
	Iteration 32Q: 3 clusters Score -9217276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -9217265.000000 Penalty: 5367.967285
	Iteration 33Q: 3 clusters Score -9217265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -9217266.000000 Penalty: 5367.967285
	Iteration 34Q: 3 clusters Score -9217266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -9217272.000000 Penalty: 5367.967285
	Iteration 35Q: 3 clusters Score -9217272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -9217276.000000 Penalty: 5367.967285
	Iteration 36Q: 3 clusters Score -9217276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -9217281.000000 Penalty: 5367.967285
	Iteration 37Q: 3 clusters Score -9217281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -9217286.000000 Penalty: 5367.967285
	Iteration 38Q: 3 clusters Score -9217286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -9217286.000000 Penalty: 5367.967285
	Iteration 39F: 3 clusters Score -9217286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -194329.000000 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -194329 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 558 members 
Entering Unmasked Estep 
Score: -192275.375000 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -192275.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -192572.890625 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -192572.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -192760.781250 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -192760.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -192887.359375 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -192887.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -192973.406250 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -192973.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -193031.562500 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -193031.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -193078.406250 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -193078.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -193102.218750 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -193102.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -193117.828125 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -193117.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -193134.718750 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -193134.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -193147.078125 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -193147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -193154.046875 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -193154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -193159.156250 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -193159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -193167.078125 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -193167.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -193175.062500 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -193175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -193178.031250 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -193178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -193178.468750 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -193178.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -193178.468750 Penalty: 3478.009277
	Iteration 17F: 3 clusters Score -193178.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Entering Unmasked Estep 
Score: -9595326.000000 Penalty: 2689.273926
	Iteration 0F: 2 clusters Score -9595326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -9563217.000000 Penalty: 5378.547852
	Iteration 0F: 3 clusters Score -9563217 nChanged 23913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -9576668.000000 Penalty: 5378.547852
	Iteration 1F: 3 clusters Score -9576668 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -9577369.000000 Penalty: 5378.547852
	Iteration 2Q: 3 clusters Score -9577369 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -9578290.000000 Penalty: 5378.547852
	Iteration 3Q: 3 clusters Score -9578290 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -9579674.000000 Penalty: 5378.547852
	Iteration 4F: 3 clusters Score -9579674 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -9581668.000000 Penalty: 5378.547852
	Iteration 5F: 3 clusters Score -9581668 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -9584328.000000 Penalty: 5378.547852
	Iteration 6F: 3 clusters Score -9584328 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -9587311.000000 Penalty: 5378.547852
	Iteration 7F: 3 clusters Score -9587311 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -9590378.000000 Penalty: 5378.547852
	Iteration 8F: 3 clusters Score -9590378 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -9591915.000000 Penalty: 5378.547852
	Iteration 9Q: 3 clusters Score -9591915 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9592548.000000 Penalty: 5378.547852
	Iteration 10Q: 3 clusters Score -9592548 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9592695.000000 Penalty: 5378.547852
	Iteration 11Q: 3 clusters Score -9592695 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9592847.000000 Penalty: 5378.547852
	Iteration 12Q: 3 clusters Score -9592847 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9592911.000000 Penalty: 5378.547852
	Iteration 13Q: 3 clusters Score -9592911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9592975.000000 Penalty: 5378.547852
	Iteration 14Q: 3 clusters Score -9592975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9593010.000000 Penalty: 5378.547852
	Iteration 15Q: 3 clusters Score -9593010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9593026.000000 Penalty: 5378.547852
	Iteration 16Q: 3 clusters Score -9593026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9593050.000000 Penalty: 5378.547852
	Iteration 17Q: 3 clusters Score -9593050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9593068.000000 Penalty: 5378.547852
	Iteration 18Q: 3 clusters Score -9593068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9593073.000000 Penalty: 5378.547852
	Iteration 19Q: 3 clusters Score -9593073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9593089.000000 Penalty: 5378.547852
	Iteration 20F: 3 clusters Score -9593089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9593093.000000 Penalty: 5378.547852
	Iteration 21Q: 3 clusters Score -9593093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9593099.000000 Penalty: 5378.547852
	Iteration 22Q: 3 clusters Score -9593099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9593094.000000 Penalty: 5378.547852
	Iteration 23Q: 3 clusters Score -9593094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9593094.000000 Penalty: 5378.547852
	Iteration 24F: 3 clusters Score -9593094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -937147.125000 Penalty: 2114.977051
	Iteration 0F: 2 clusters Score -937147.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -932526.812500 Penalty: 4229.954102
	Iteration 0F: 3 clusters Score -932526.8 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -933654.687500 Penalty: 4229.954102
	Iteration 1F: 3 clusters Score -933654.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -933897.000000 Penalty: 4229.954102
	Iteration 2F: 3 clusters Score -933897 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -934092.937500 Penalty: 4229.954102
	Iteration 3F: 3 clusters Score -934092.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -934264.500000 Penalty: 4229.954102
	Iteration 4Q: 3 clusters Score -934264.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -934408.437500 Penalty: 4229.954102
	Iteration 5Q: 3 clusters Score -934408.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -934543.812500 Penalty: 4229.954102
	Iteration 6Q: 3 clusters Score -934543.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -934689.000000 Penalty: 4229.954102
	Iteration 7Q: 3 clusters Score -934689 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -934834.562500 Penalty: 4229.954102
	Iteration 8Q: 3 clusters Score -934834.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -934972.750000 Penalty: 4229.954102
	Iteration 9Q: 3 clusters Score -934972.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -935120.062500 Penalty: 4229.954102
	Iteration 10Q: 3 clusters Score -935120.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -935272.875000 Penalty: 4229.954102
	Iteration 11Q: 3 clusters Score -935272.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -935401.937500 Penalty: 4229.954102
	Iteration 12Q: 3 clusters Score -935401.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -935499.687500 Penalty: 4229.954102
	Iteration 13Q: 3 clusters Score -935499.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -935568.937500 Penalty: 4229.954102
	Iteration 14Q: 3 clusters Score -935568.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -935613.437500 Penalty: 4229.954102
	Iteration 15Q: 3 clusters Score -935613.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -935644.000000 Penalty: 4229.954102
	Iteration 16Q: 3 clusters Score -935644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -935667.687500 Penalty: 4229.954102
	Iteration 17Q: 3 clusters Score -935667.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -935687.562500 Penalty: 4229.954102
	Iteration 18Q: 3 clusters Score -935687.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -935697.312500 Penalty: 4229.954102
	Iteration 19Q: 3 clusters Score -935697.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -935703.000000 Penalty: 4229.954102
	Iteration 20F: 3 clusters Score -935703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -935705.562500 Penalty: 4229.954102
	Iteration 21Q: 3 clusters Score -935705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -935707.687500 Penalty: 4229.954102
	Iteration 22Q: 3 clusters Score -935707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -935707.375000 Penalty: 4229.954102
	Iteration 23Q: 3 clusters Score -935707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -935706.500000 Penalty: 4229.954102
	Iteration 24Q: 3 clusters Score -935706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -935708.187500 Penalty: 4229.954102
	Iteration 25Q: 3 clusters Score -935708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -935709.875000 Penalty: 4229.954102
	Iteration 26Q: 3 clusters Score -935709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -935709.562500 Penalty: 4229.954102
	Iteration 27Q: 3 clusters Score -935709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -935711.437500 Penalty: 4229.954102
	Iteration 28Q: 3 clusters Score -935711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -935712.250000 Penalty: 4229.954102
	Iteration 29Q: 3 clusters Score -935712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -935712.250000 Penalty: 4229.954102
	Iteration 30F: 3 clusters Score -935712.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -76683.515625 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -76683.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75262.226562 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -75262.23 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -75778.664062 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -75778.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -76155.007812 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -76155.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -76365.179688 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -76365.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -76546.476562 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -76546.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -76699.585938 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -76699.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -76790.257812 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -76790.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76842.421875 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -76842.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -76857.000000 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -76857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -76876.648438 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -76876.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76888.140625 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -76888.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -76890.304688 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -76890.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76892.789062 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -76892.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76892.789062 Penalty: 3096.142822
	Iteration 13F: 3 clusters Score -76892.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48622 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54692 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41044 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52248 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20844 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50137 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51218 members 
Mstep: Class 21 contains 5055 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 48512 members 
Mstep: Class 24 contains 49927 members 
Mstep: Class 25 contains 23666 members 
Mstep: Class 26 contains 40274 members 
Mstep: Class 27 contains 9730 members 
Mstep: Class 28 contains 50705 members 
Mstep: Class 29 contains 216 members 
Entering Unmasked Estep 
Score: -110182200.000000 Penalty: 95718.617188
Splitting cluster 22 changes total score from -110183728.000000 to -110182200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (48512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Entering Unmasked Estep 
Score: -9021146.000000 Penalty: 2675.812500
	Iteration 0F: 2 clusters Score -9021146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -8989175.000000 Penalty: 5351.625000
	Iteration 0F: 3 clusters Score -8989175 nChanged 22466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -9001395.000000 Penalty: 5351.625000
	Iteration 1F: 3 clusters Score -9001395 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -9001943.000000 Penalty: 5351.625000
	Iteration 2Q: 3 clusters Score -9001943 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -9002372.000000 Penalty: 5351.625000
	Iteration 3Q: 3 clusters Score -9002372 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -9002800.000000 Penalty: 5351.625000
	Iteration 4Q: 3 clusters Score -9002800 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -9003289.000000 Penalty: 5351.625000
	Iteration 5Q: 3 clusters Score -9003289 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -9003889.000000 Penalty: 5351.625000
	Iteration 6Q: 3 clusters Score -9003889 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -9004686.000000 Penalty: 5351.625000
	Iteration 7Q: 3 clusters Score -9004686 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -9005728.000000 Penalty: 5351.625000
	Iteration 8Q: 3 clusters Score -9005728 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -9007271.000000 Penalty: 5351.625000
	Iteration 9Q: 3 clusters Score -9007271 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -9009028.000000 Penalty: 5351.625000
	Iteration 10F: 3 clusters Score -9009028 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -9011089.000000 Penalty: 5351.625000
	Iteration 11F: 3 clusters Score -9011089 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -9012730.000000 Penalty: 5351.625000
	Iteration 12Q: 3 clusters Score -9012730 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -9013945.000000 Penalty: 5351.625000
	Iteration 13Q: 3 clusters Score -9013945 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -9014711.000000 Penalty: 5351.625000
	Iteration 14Q: 3 clusters Score -9014711 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -9015279.000000 Penalty: 5351.625000
	Iteration 15Q: 3 clusters Score -9015279 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -9015726.000000 Penalty: 5351.625000
	Iteration 16Q: 3 clusters Score -9015726 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -9016284.000000 Penalty: 5351.625000
	Iteration 17Q: 3 clusters Score -9016284 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -9016712.000000 Penalty: 5351.625000
	Iteration 18Q: 3 clusters Score -9016712 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -9017151.000000 Penalty: 5351.625000
	Iteration 19Q: 3 clusters Score -9017151 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -9017512.000000 Penalty: 5351.625000
	Iteration 20F: 3 clusters Score -9017512 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -9017784.000000 Penalty: 5351.625000
	Iteration 21Q: 3 clusters Score -9017784 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -9017980.000000 Penalty: 5351.625000
	Iteration 22Q: 3 clusters Score -9017980 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9018237.000000 Penalty: 5351.625000
	Iteration 23Q: 3 clusters Score -9018237 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9018403.000000 Penalty: 5351.625000
	Iteration 24Q: 3 clusters Score -9018403 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9018549.000000 Penalty: 5351.625000
	Iteration 25Q: 3 clusters Score -9018549 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9018652.000000 Penalty: 5351.625000
	Iteration 26Q: 3 clusters Score -9018652 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9018730.000000 Penalty: 5351.625000
	Iteration 27Q: 3 clusters Score -9018730 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9018799.000000 Penalty: 5351.625000
	Iteration 28Q: 3 clusters Score -9018799 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9018827.000000 Penalty: 5351.625000
	Iteration 29Q: 3 clusters Score -9018827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9018857.000000 Penalty: 5351.625000
	Iteration 30Q: 3 clusters Score -9018857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9018876.000000 Penalty: 5351.625000
	Iteration 31Q: 3 clusters Score -9018876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9018899.000000 Penalty: 5351.625000
	Iteration 32Q: 3 clusters Score -9018899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9018916.000000 Penalty: 5351.625000
	Iteration 33Q: 3 clusters Score -9018916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9018911.000000 Penalty: 5351.625000
	Iteration 34Q: 3 clusters Score -9018911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9018905.000000 Penalty: 5351.625000
	Iteration 35Q: 3 clusters Score -9018905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9018908.000000 Penalty: 5351.625000
	Iteration 36Q: 3 clusters Score -9018908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9018908.000000 Penalty: 5351.625000
	Iteration 37Q: 3 clusters Score -9018908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9018913.000000 Penalty: 5351.625000
	Iteration 38Q: 3 clusters Score -9018913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9018915.000000 Penalty: 5351.625000
	Iteration 39Q: 3 clusters Score -9018915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9018909.000000 Penalty: 5351.625000
	Iteration 40F: 3 clusters Score -9018909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9018915.000000 Penalty: 5351.625000
	Iteration 41Q: 3 clusters Score -9018915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9018919.000000 Penalty: 5351.625000
	Iteration 42Q: 3 clusters Score -9018919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9018919.000000 Penalty: 5351.625000
	Iteration 43Q: 3 clusters Score -9018919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9018919.000000 Penalty: 5351.625000
	Iteration 44Q: 3 clusters Score -9018919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9018919.000000 Penalty: 5351.625000
	Iteration 45F: 3 clusters Score -9018919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Entering Unmasked Estep 
Score: -9279912.000000 Penalty: 2682.942627
	Iteration 0F: 2 clusters Score -9279912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -9247443.000000 Penalty: 5365.885254
	Iteration 0F: 3 clusters Score -9247443 nChanged 22851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -9259789.000000 Penalty: 5365.885254
	Iteration 1F: 3 clusters Score -9259789 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -9260321.000000 Penalty: 5365.885254
	Iteration 2Q: 3 clusters Score -9260321 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -9260850.000000 Penalty: 5365.885254
	Iteration 3Q: 3 clusters Score -9260850 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -9261413.000000 Penalty: 5365.885254
	Iteration 4Q: 3 clusters Score -9261413 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -9262215.000000 Penalty: 5365.885254
	Iteration 5Q: 3 clusters Score -9262215 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -9263383.000000 Penalty: 5365.885254
	Iteration 6Q: 3 clusters Score -9263383 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -9265385.000000 Penalty: 5365.885254
	Iteration 7F: 3 clusters Score -9265385 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -9268514.000000 Penalty: 5365.885254
	Iteration 8F: 3 clusters Score -9268514 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -9272428.000000 Penalty: 5365.885254
	Iteration 9F: 3 clusters Score -9272428 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -9275560.000000 Penalty: 5365.885254
	Iteration 10F: 3 clusters Score -9275560 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -9276813.000000 Penalty: 5365.885254
	Iteration 11Q: 3 clusters Score -9276813 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -9277255.000000 Penalty: 5365.885254
	Iteration 12Q: 3 clusters Score -9277255 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -9277413.000000 Penalty: 5365.885254
	Iteration 13Q: 3 clusters Score -9277413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -9277468.000000 Penalty: 5365.885254
	Iteration 14Q: 3 clusters Score -9277468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -9277496.000000 Penalty: 5365.885254
	Iteration 15Q: 3 clusters Score -9277496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -9277512.000000 Penalty: 5365.885254
	Iteration 16Q: 3 clusters Score -9277512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -9277536.000000 Penalty: 5365.885254
	Iteration 17Q: 3 clusters Score -9277536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -9277537.000000 Penalty: 5365.885254
	Iteration 18Q: 3 clusters Score -9277537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -9277547.000000 Penalty: 5365.885254
	Iteration 19Q: 3 clusters Score -9277547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -9277548.000000 Penalty: 5365.885254
	Iteration 20F: 3 clusters Score -9277548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -9277553.000000 Penalty: 5365.885254
	Iteration 21Q: 3 clusters Score -9277553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -9277553.000000 Penalty: 5365.885254
	Iteration 22F: 3 clusters Score -9277553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Entering Unmasked Estep 
Score: -4449907.000000 Penalty: 2497.804932
	Iteration 0F: 2 clusters Score -4449907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -4433539.000000 Penalty: 4995.609863
	Iteration 0F: 3 clusters Score -4433539 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -4439107.500000 Penalty: 4995.609863
	Iteration 1F: 3 clusters Score -4439108 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -4439529.000000 Penalty: 4995.609863
	Iteration 2F: 3 clusters Score -4439529 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -4439941.500000 Penalty: 4995.609863
	Iteration 3Q: 3 clusters Score -4439942 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4440450.000000 Penalty: 4995.609863
	Iteration 4Q: 3 clusters Score -4440450 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -4441050.000000 Penalty: 4995.609863
	Iteration 5F: 3 clusters Score -4441050 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -4441961.000000 Penalty: 4995.609863
	Iteration 6F: 3 clusters Score -4441961 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4443282.500000 Penalty: 4995.609863
	Iteration 7F: 3 clusters Score -4443282 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4444849.000000 Penalty: 4995.609863
	Iteration 8F: 3 clusters Score -4444849 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4446135.500000 Penalty: 4995.609863
	Iteration 9F: 3 clusters Score -4446136 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4446946.000000 Penalty: 4995.609863
	Iteration 10Q: 3 clusters Score -4446946 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4447319.500000 Penalty: 4995.609863
	Iteration 11Q: 3 clusters Score -4447320 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -4447487.000000 Penalty: 4995.609863
	Iteration 12Q: 3 clusters Score -4447487 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4447570.000000 Penalty: 4995.609863
	Iteration 13Q: 3 clusters Score -4447570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -4447604.500000 Penalty: 4995.609863
	Iteration 14Q: 3 clusters Score -4447604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -4447611.500000 Penalty: 4995.609863
	Iteration 15Q: 3 clusters Score -4447612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4447618.500000 Penalty: 4995.609863
	Iteration 16Q: 3 clusters Score -4447618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4447629.500000 Penalty: 4995.609863
	Iteration 17Q: 3 clusters Score -4447630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4447629.500000 Penalty: 4995.609863
	Iteration 18F: 3 clusters Score -4447630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Entering Unmasked Estep 
Score: -7487677.000000 Penalty: 2629.658447
	Iteration 0F: 2 clusters Score -7487677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -7460447.500000 Penalty: 5259.316895
	Iteration 0F: 3 clusters Score -7460448 nChanged 18400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -7470647.000000 Penalty: 5259.316895
	Iteration 1F: 3 clusters Score -7470647 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -7471103.000000 Penalty: 5259.316895
	Iteration 2Q: 3 clusters Score -7471103 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -7471529.000000 Penalty: 5259.316895
	Iteration 3Q: 3 clusters Score -7471529 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -7471893.000000 Penalty: 5259.316895
	Iteration 4Q: 3 clusters Score -7471893 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -7472238.000000 Penalty: 5259.316895
	Iteration 5Q: 3 clusters Score -7472238 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -7472622.500000 Penalty: 5259.316895
	Iteration 6Q: 3 clusters Score -7472622 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -7473043.000000 Penalty: 5259.316895
	Iteration 7Q: 3 clusters Score -7473043 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -7473682.500000 Penalty: 5259.316895
	Iteration 8Q: 3 clusters Score -7473682 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -7474587.500000 Penalty: 5259.316895
	Iteration 9Q: 3 clusters Score -7474588 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -7475836.500000 Penalty: 5259.316895
	Iteration 10F: 3 clusters Score -7475836 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -7477494.000000 Penalty: 5259.316895
	Iteration 11F: 3 clusters Score -7477494 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -7479247.000000 Penalty: 5259.316895
	Iteration 12F: 3 clusters Score -7479247 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -7480703.000000 Penalty: 5259.316895
	Iteration 13Q: 3 clusters Score -7480703 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -7481798.500000 Penalty: 5259.316895
	Iteration 14Q: 3 clusters Score -7481798 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -7482519.500000 Penalty: 5259.316895
	Iteration 15Q: 3 clusters Score -7482520 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -7483028.500000 Penalty: 5259.316895
	Iteration 16Q: 3 clusters Score -7483028 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -7483458.000000 Penalty: 5259.316895
	Iteration 17Q: 3 clusters Score -7483458 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7483829.500000 Penalty: 5259.316895
	Iteration 18Q: 3 clusters Score -7483830 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -7484089.000000 Penalty: 5259.316895
	Iteration 19Q: 3 clusters Score -7484089 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7484307.500000 Penalty: 5259.316895
	Iteration 20F: 3 clusters Score -7484308 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7484503.000000 Penalty: 5259.316895
	Iteration 21Q: 3 clusters Score -7484503 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7484636.000000 Penalty: 5259.316895
	Iteration 22Q: 3 clusters Score -7484636 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7484745.500000 Penalty: 5259.316895
	Iteration 23Q: 3 clusters Score -7484746 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7484840.000000 Penalty: 5259.316895
	Iteration 24Q: 3 clusters Score -7484840 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7484939.500000 Penalty: 5259.316895
	Iteration 25Q: 3 clusters Score -7484940 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7485015.500000 Penalty: 5259.316895
	Iteration 26Q: 3 clusters Score -7485016 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7485085.500000 Penalty: 5259.316895
	Iteration 27Q: 3 clusters Score -7485086 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7485137.500000 Penalty: 5259.316895
	Iteration 28Q: 3 clusters Score -7485138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7485183.500000 Penalty: 5259.316895
	Iteration 29Q: 3 clusters Score -7485184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7485220.500000 Penalty: 5259.316895
	Iteration 30Q: 3 clusters Score -7485220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7485236.500000 Penalty: 5259.316895
	Iteration 31Q: 3 clusters Score -7485236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7485246.000000 Penalty: 5259.316895
	Iteration 32Q: 3 clusters Score -7485246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7485267.000000 Penalty: 5259.316895
	Iteration 33Q: 3 clusters Score -7485267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7485263.000000 Penalty: 5259.316895
	Iteration 34Q: 3 clusters Score -7485263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7485269.500000 Penalty: 5259.316895
	Iteration 35Q: 3 clusters Score -7485270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7485279.000000 Penalty: 5259.316895
	Iteration 36Q: 3 clusters Score -7485279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7485280.000000 Penalty: 5259.316895
	Iteration 37Q: 3 clusters Score -7485280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7485284.500000 Penalty: 5259.316895
	Iteration 38Q: 3 clusters Score -7485284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7485282.500000 Penalty: 5259.316895
	Iteration 39Q: 3 clusters Score -7485282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7485301.500000 Penalty: 5259.316895
	Iteration 40F: 3 clusters Score -7485302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7485320.000000 Penalty: 5259.316895
	Iteration 41Q: 3 clusters Score -7485320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7485338.500000 Penalty: 5259.316895
	Iteration 42Q: 3 clusters Score -7485338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7485330.500000 Penalty: 5259.316895
	Iteration 43Q: 3 clusters Score -7485330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7485344.500000 Penalty: 5259.316895
	Iteration 44Q: 3 clusters Score -7485344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7485348.000000 Penalty: 5259.316895
	Iteration 45Q: 3 clusters Score -7485348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7485346.000000 Penalty: 5259.316895
	Iteration 46Q: 3 clusters Score -7485346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7485365.000000 Penalty: 5259.316895
	Iteration 47Q: 3 clusters Score -7485365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7485363.000000 Penalty: 5259.316895
	Iteration 48Q: 3 clusters Score -7485363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7485363.000000 Penalty: 5259.316895
	Iteration 49Q: 3 clusters Score -7485363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7485361.500000 Penalty: 5259.316895
	Iteration 50Q: 3 clusters Score -7485362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7485364.500000 Penalty: 5259.316895
	Iteration 51Q: 3 clusters Score -7485364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7485364.500000 Penalty: 5259.316895
	Iteration 52F: 3 clusters Score -7485364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Entering Unmasked Estep 
Score: -1805009.750000 Penalty: 2277.376221
	Iteration 0F: 2 clusters Score -1805010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1797519.250000 Penalty: 4554.752441
	Iteration 0F: 3 clusters Score -1797519 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1799651.750000 Penalty: 4554.752441
	Iteration 1F: 3 clusters Score -1799652 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1799934.500000 Penalty: 4554.752441
	Iteration 2F: 3 clusters Score -1799934 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1800217.125000 Penalty: 4554.752441
	Iteration 3F: 3 clusters Score -1800217 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1800576.000000 Penalty: 4554.752441
	Iteration 4F: 3 clusters Score -1800576 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1801037.750000 Penalty: 4554.752441
	Iteration 5F: 3 clusters Score -1801038 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1801547.500000 Penalty: 4554.752441
	Iteration 6F: 3 clusters Score -1801548 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1802079.750000 Penalty: 4554.752441
	Iteration 7F: 3 clusters Score -1802080 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1802632.750000 Penalty: 4554.752441
	Iteration 8F: 3 clusters Score -1802633 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1803100.625000 Penalty: 4554.752441
	Iteration 9Q: 3 clusters Score -1803101 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1803465.875000 Penalty: 4554.752441
	Iteration 10Q: 3 clusters Score -1803466 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1803631.500000 Penalty: 4554.752441
	Iteration 11Q: 3 clusters Score -1803632 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1803688.625000 Penalty: 4554.752441
	Iteration 12Q: 3 clusters Score -1803689 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1803722.625000 Penalty: 4554.752441
	Iteration 13Q: 3 clusters Score -1803723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1803735.875000 Penalty: 4554.752441
	Iteration 14Q: 3 clusters Score -1803736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1803740.875000 Penalty: 4554.752441
	Iteration 15Q: 3 clusters Score -1803741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1803742.875000 Penalty: 4554.752441
	Iteration 16Q: 3 clusters Score -1803743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1803742.625000 Penalty: 4554.752441
	Iteration 17Q: 3 clusters Score -1803743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1803746.375000 Penalty: 4554.752441
	Iteration 18Q: 3 clusters Score -1803746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1803752.000000 Penalty: 4554.752441
	Iteration 19Q: 3 clusters Score -1803752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1803753.125000 Penalty: 4554.752441
	Iteration 20F: 3 clusters Score -1803753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1803752.500000 Penalty: 4554.752441
	Iteration 21Q: 3 clusters Score -1803752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1803757.000000 Penalty: 4554.752441
	Iteration 22Q: 3 clusters Score -1803757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1803756.000000 Penalty: 4554.752441
	Iteration 23Q: 3 clusters Score -1803756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1803757.125000 Penalty: 4554.752441
	Iteration 24Q: 3 clusters Score -1803757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1803758.125000 Penalty: 4554.752441
	Iteration 25Q: 3 clusters Score -1803758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1803760.750000 Penalty: 4554.752441
	Iteration 26Q: 3 clusters Score -1803761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1803758.250000 Penalty: 4554.752441
	Iteration 27Q: 3 clusters Score -1803758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1803756.875000 Penalty: 4554.752441
	Iteration 28Q: 3 clusters Score -1803757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1803756.500000 Penalty: 4554.752441
	Iteration 29Q: 3 clusters Score -1803756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1803761.250000 Penalty: 4554.752441
	Iteration 30Q: 3 clusters Score -1803761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1803759.250000 Penalty: 4554.752441
	Iteration 31Q: 3 clusters Score -1803759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1803758.625000 Penalty: 4554.752441
	Iteration 32Q: 3 clusters Score -1803759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1803758.625000 Penalty: 4554.752441
	Iteration 33F: 3 clusters Score -1803759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (50705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Entering Unmasked Estep 
Score: -9505056.000000 Penalty: 2686.777588
	Iteration 0F: 2 clusters Score -9505056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -9472872.000000 Penalty: 5373.555176
	Iteration 0F: 3 clusters Score -9472872 nChanged 23426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -9485995.000000 Penalty: 5373.555176
	Iteration 1F: 3 clusters Score -9485995 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -9486466.000000 Penalty: 5373.555176
	Iteration 2Q: 3 clusters Score -9486466 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -9486933.000000 Penalty: 5373.555176
	Iteration 3Q: 3 clusters Score -9486933 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -9487377.000000 Penalty: 5373.555176
	Iteration 4Q: 3 clusters Score -9487377 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -9487899.000000 Penalty: 5373.555176
	Iteration 5Q: 3 clusters Score -9487899 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -9488599.000000 Penalty: 5373.555176
	Iteration 6Q: 3 clusters Score -9488599 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -9489583.000000 Penalty: 5373.555176
	Iteration 7Q: 3 clusters Score -9489583 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -9491033.000000 Penalty: 5373.555176
	Iteration 8Q: 3 clusters Score -9491033 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -9492940.000000 Penalty: 5373.555176
	Iteration 9F: 3 clusters Score -9492940 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -9495138.000000 Penalty: 5373.555176
	Iteration 10F: 3 clusters Score -9495138 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -9497511.000000 Penalty: 5373.555176
	Iteration 11F: 3 clusters Score -9497511 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -9499494.000000 Penalty: 5373.555176
	Iteration 12Q: 3 clusters Score -9499494 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -9500707.000000 Penalty: 5373.555176
	Iteration 13Q: 3 clusters Score -9500707 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -9501476.000000 Penalty: 5373.555176
	Iteration 14Q: 3 clusters Score -9501476 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -9501988.000000 Penalty: 5373.555176
	Iteration 15Q: 3 clusters Score -9501988 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -9502427.000000 Penalty: 5373.555176
	Iteration 16Q: 3 clusters Score -9502427 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -9502661.000000 Penalty: 5373.555176
	Iteration 17Q: 3 clusters Score -9502661 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -9502910.000000 Penalty: 5373.555176
	Iteration 18Q: 3 clusters Score -9502910 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -9503081.000000 Penalty: 5373.555176
	Iteration 19Q: 3 clusters Score -9503081 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -9503248.000000 Penalty: 5373.555176
	Iteration 20F: 3 clusters Score -9503248 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -9503358.000000 Penalty: 5373.555176
	Iteration 21Q: 3 clusters Score -9503358 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -9503456.000000 Penalty: 5373.555176
	Iteration 22Q: 3 clusters Score -9503456 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -9503554.000000 Penalty: 5373.555176
	Iteration 23Q: 3 clusters Score -9503554 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -9503645.000000 Penalty: 5373.555176
	Iteration 24Q: 3 clusters Score -9503645 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -9503727.000000 Penalty: 5373.555176
	Iteration 25Q: 3 clusters Score -9503727 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -9503778.000000 Penalty: 5373.555176
	Iteration 26Q: 3 clusters Score -9503778 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -9503819.000000 Penalty: 5373.555176
	Iteration 27Q: 3 clusters Score -9503819 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -9503829.000000 Penalty: 5373.555176
	Iteration 28Q: 3 clusters Score -9503829 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -9503880.000000 Penalty: 5373.555176
	Iteration 29Q: 3 clusters Score -9503880 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -9503877.000000 Penalty: 5373.555176
	Iteration 30Q: 3 clusters Score -9503877 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -9503926.000000 Penalty: 5373.555176
	Iteration 31Q: 3 clusters Score -9503926 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -9503941.000000 Penalty: 5373.555176
	Iteration 32Q: 3 clusters Score -9503941 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -9503945.000000 Penalty: 5373.555176
	Iteration 33Q: 3 clusters Score -9503945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -9503936.000000 Penalty: 5373.555176
	Iteration 34Q: 3 clusters Score -9503936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -9503933.000000 Penalty: 5373.555176
	Iteration 35Q: 3 clusters Score -9503933 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -9503932.000000 Penalty: 5373.555176
	Iteration 36Q: 3 clusters Score -9503932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -9503934.000000 Penalty: 5373.555176
	Iteration 37Q: 3 clusters Score -9503934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -9503937.000000 Penalty: 5373.555176
	Iteration 38Q: 3 clusters Score -9503937 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -9503930.000000 Penalty: 5373.555176
	Iteration 39Q: 3 clusters Score -9503930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -9503905.000000 Penalty: 5373.555176
	Iteration 40F: 3 clusters Score -9503905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -9503930.000000 Penalty: 5373.555176
	Iteration 41Q: 3 clusters Score -9503930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -9503934.000000 Penalty: 5373.555176
	Iteration 42Q: 3 clusters Score -9503934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -9503949.000000 Penalty: 5373.555176
	Iteration 43Q: 3 clusters Score -9503949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -9503967.000000 Penalty: 5373.555176
	Iteration 44Q: 3 clusters Score -9503967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -9503982.000000 Penalty: 5373.555176
	Iteration 45Q: 3 clusters Score -9503982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -9503968.000000 Penalty: 5373.555176
	Iteration 46Q: 3 clusters Score -9503968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -9503962.000000 Penalty: 5373.555176
	Iteration 47Q: 3 clusters Score -9503962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -9503978.000000 Penalty: 5373.555176
	Iteration 48Q: 3 clusters Score -9503978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -9503974.000000 Penalty: 5373.555176
	Iteration 49Q: 3 clusters Score -9503974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -9503961.000000 Penalty: 5373.555176
	Iteration 50Q: 3 clusters Score -9503961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -9503957.000000 Penalty: 5373.555176
	Iteration 51Q: 3 clusters Score -9503957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -9503973.000000 Penalty: 5373.555176
	Iteration 52Q: 3 clusters Score -9503973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -9503985.000000 Penalty: 5373.555176
	Iteration 53Q: 3 clusters Score -9503985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -9503978.000000 Penalty: 5373.555176
	Iteration 54Q: 3 clusters Score -9503978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -9503978.000000 Penalty: 5373.555176
	Iteration 55Q: 3 clusters Score -9503978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -9503988.000000 Penalty: 5373.555176
	Iteration 56Q: 3 clusters Score -9503988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -9503998.000000 Penalty: 5373.555176
	Iteration 57Q: 3 clusters Score -9503998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -9503996.000000 Penalty: 5373.555176
	Iteration 58Q: 3 clusters Score -9503996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -9503999.000000 Penalty: 5373.555176
	Iteration 59Q: 3 clusters Score -9503999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -9503982.000000 Penalty: 5373.555176
	Iteration 60F: 3 clusters Score -9503982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -9503982.000000 Penalty: 5373.555176
	Iteration 61Q: 3 clusters Score -9503982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -9503988.000000 Penalty: 5373.555176
	Iteration 62Q: 3 clusters Score -9503988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -9503981.000000 Penalty: 5373.555176
	Iteration 63Q: 3 clusters Score -9503981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -9503978.000000 Penalty: 5373.555176
	Iteration 64Q: 3 clusters Score -9503978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -9503981.000000 Penalty: 5373.555176
	Iteration 65Q: 3 clusters Score -9503981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -9503972.000000 Penalty: 5373.555176
	Iteration 66Q: 3 clusters Score -9503972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -9503984.000000 Penalty: 5373.555176
	Iteration 67Q: 3 clusters Score -9503984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -9503979.000000 Penalty: 5373.555176
	Iteration 68Q: 3 clusters Score -9503979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -9503973.000000 Penalty: 5373.555176
	Iteration 69Q: 3 clusters Score -9503973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -9503981.000000 Penalty: 5373.555176
	Iteration 70Q: 3 clusters Score -9503981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -9503984.000000 Penalty: 5373.555176
	Iteration 71Q: 3 clusters Score -9503984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -9503980.000000 Penalty: 5373.555176
	Iteration 72Q: 3 clusters Score -9503980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -9503979.000000 Penalty: 5373.555176
	Iteration 73Q: 3 clusters Score -9503979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -9503977.000000 Penalty: 5373.555176
	Iteration 74Q: 3 clusters Score -9503977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -9503978.000000 Penalty: 5373.555176
	Iteration 75Q: 3 clusters Score -9503978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -9503982.000000 Penalty: 5373.555176
	Iteration 76Q: 3 clusters Score -9503982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -9503978.000000 Penalty: 5373.555176
	Iteration 77Q: 3 clusters Score -9503978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -9503978.000000 Penalty: 5373.555176
	Iteration 78F: 3 clusters Score -9503978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48622 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54692 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41044 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52248 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20844 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50137 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51218 members 
Mstep: Class 21 contains 5055 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48512 members 
Mstep: Class 24 contains 49927 members 
Mstep: Class 25 contains 23666 members 
Mstep: Class 26 contains 40274 members 
Mstep: Class 27 contains 9730 members 
Mstep: Class 28 contains 50705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183704.000000 Penalty: 92417.976562
Iteration 399Q: 29 clusters Score -1.101837e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48622 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54697 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4241 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41042 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52252 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20844 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50134 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51224 members 
Mstep: Class 21 contains 5055 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48509 members 
Mstep: Class 24 contains 49929 members 
Mstep: Class 25 contains 23661 members 
Mstep: Class 26 contains 40272 members 
Mstep: Class 27 contains 9729 members 
Mstep: Class 28 contains 50706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183696.000000 Penalty: 92417.976562
Iteration 400F: 29 clusters Score -1.101837e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48621 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54701 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4242 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41037 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52255 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20840 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50134 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51225 members 
Mstep: Class 21 contains 5055 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48511 members 
Mstep: Class 24 contains 49933 members 
Mstep: Class 25 contains 23662 members 
Mstep: Class 26 contains 40269 members 
Mstep: Class 27 contains 9722 members 
Mstep: Class 28 contains 50710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183704.000000 Penalty: 92417.976562
Iteration 401Q: 29 clusters Score -1.101837e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48627 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54706 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4241 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41038 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52256 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20839 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50135 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51223 members 
Mstep: Class 21 contains 5057 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48507 members 
Mstep: Class 24 contains 49940 members 
Mstep: Class 25 contains 23662 members 
Mstep: Class 26 contains 40264 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183552.000000 Penalty: 92417.976562
Iteration 402Q: 29 clusters Score -1.101836e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48637 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54710 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4239 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41038 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52256 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20840 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50136 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51220 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48504 members 
Mstep: Class 24 contains 49945 members 
Mstep: Class 25 contains 23663 members 
Mstep: Class 26 contains 40259 members 
Mstep: Class 27 contains 9713 members 
Mstep: Class 28 contains 50698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183624.000000 Penalty: 92417.976562
Iteration 403Q: 29 clusters Score -1.101836e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48641 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54714 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4237 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 41040 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52255 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20841 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50137 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51222 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48499 members 
Mstep: Class 24 contains 49944 members 
Mstep: Class 25 contains 23666 members 
Mstep: Class 26 contains 40254 members 
Mstep: Class 27 contains 9712 members 
Mstep: Class 28 contains 50696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183608.000000 Penalty: 92417.976562
Iteration 404Q: 29 clusters Score -1.101836e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48651 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54719 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4229 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 41039 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52255 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20842 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50141 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51220 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48500 members 
Mstep: Class 24 contains 49943 members 
Mstep: Class 25 contains 23668 members 
Mstep: Class 26 contains 40245 members 
Mstep: Class 27 contains 9713 members 
Mstep: Class 28 contains 50695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183560.000000 Penalty: 92417.976562
Iteration 405Q: 29 clusters Score -1.101836e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48651 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12077 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54716 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4228 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 41038 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52257 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20841 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50145 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51220 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48498 members 
Mstep: Class 24 contains 49941 members 
Mstep: Class 25 contains 23670 members 
Mstep: Class 26 contains 40244 members 
Mstep: Class 27 contains 9712 members 
Mstep: Class 28 contains 50701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183576.000000 Penalty: 92417.976562
Iteration 406Q: 29 clusters Score -1.101836e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48659 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12076 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54718 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 41037 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52264 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20841 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50147 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51220 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48499 members 
Mstep: Class 24 contains 49941 members 
Mstep: Class 25 contains 23671 members 
Mstep: Class 26 contains 40239 members 
Mstep: Class 27 contains 9710 members 
Mstep: Class 28 contains 50695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183584.000000 Penalty: 92417.976562
Iteration 407Q: 29 clusters Score -1.101836e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48658 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54720 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 41035 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52272 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20841 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50152 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51216 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48502 members 
Mstep: Class 24 contains 49939 members 
Mstep: Class 25 contains 23673 members 
Mstep: Class 26 contains 40231 members 
Mstep: Class 27 contains 9709 members 
Mstep: Class 28 contains 50699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183592.000000 Penalty: 92417.976562
Iteration 408Q: 29 clusters Score -1.101836e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48667 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12076 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54717 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 41034 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52277 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20841 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50152 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51208 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48502 members 
Mstep: Class 24 contains 49938 members 
Mstep: Class 25 contains 23675 members 
Mstep: Class 26 contains 40230 members 
Mstep: Class 27 contains 9709 members 
Mstep: Class 28 contains 50699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183640.000000 Penalty: 92417.976562
Iteration 409Q: 29 clusters Score -1.101836e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48673 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12077 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54712 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 41032 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52280 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20843 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50156 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51200 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48502 members 
Mstep: Class 24 contains 49934 members 
Mstep: Class 25 contains 23677 members 
Mstep: Class 26 contains 40225 members 
Mstep: Class 27 contains 9709 members 
Mstep: Class 28 contains 50709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183600.000000 Penalty: 92417.976562
Iteration 410Q: 29 clusters Score -1.101836e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12077 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54703 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 41026 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52284 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20845 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50158 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51194 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48504 members 
Mstep: Class 24 contains 49930 members 
Mstep: Class 25 contains 23681 members 
Mstep: Class 26 contains 40219 members 
Mstep: Class 27 contains 9709 members 
Mstep: Class 28 contains 50723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183616.000000 Penalty: 92417.976562
Iteration 411Q: 29 clusters Score -1.101836e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48670 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54696 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 41022 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52298 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20845 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50159 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51196 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48505 members 
Mstep: Class 24 contains 49928 members 
Mstep: Class 25 contains 23683 members 
Mstep: Class 26 contains 40218 members 
Mstep: Class 27 contains 9710 members 
Mstep: Class 28 contains 50721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183648.000000 Penalty: 92417.976562
Iteration 412Q: 29 clusters Score -1.101836e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48667 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54695 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 41019 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52297 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20844 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50163 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51197 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48505 members 
Mstep: Class 24 contains 49931 members 
Mstep: Class 25 contains 23686 members 
Mstep: Class 26 contains 40212 members 
Mstep: Class 27 contains 9713 members 
Mstep: Class 28 contains 50722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183616.000000 Penalty: 92417.976562
Iteration 413Q: 29 clusters Score -1.101836e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48668 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54692 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 41015 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52297 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20845 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50164 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51195 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48505 members 
Mstep: Class 24 contains 49932 members 
Mstep: Class 25 contains 23694 members 
Mstep: Class 26 contains 40209 members 
Mstep: Class 27 contains 9713 members 
Mstep: Class 28 contains 50722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183608.000000 Penalty: 92417.976562
Iteration 414Q: 29 clusters Score -1.101836e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48663 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54689 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 41012 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52302 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20845 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50168 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51192 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48505 members 
Mstep: Class 24 contains 49934 members 
Mstep: Class 25 contains 23693 members 
Mstep: Class 26 contains 40208 members 
Mstep: Class 27 contains 9712 members 
Mstep: Class 28 contains 50727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183592.000000 Penalty: 92417.976562
Iteration 415Q: 29 clusters Score -1.101836e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48662 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54688 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 41006 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52304 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20844 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50171 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51187 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48508 members 
Mstep: Class 24 contains 49931 members 
Mstep: Class 25 contains 23700 members 
Mstep: Class 26 contains 40204 members 
Mstep: Class 27 contains 9712 members 
Mstep: Class 28 contains 50733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183496.000000 Penalty: 92417.976562
Iteration 416Q: 29 clusters Score -1.101835e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48660 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54693 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4209 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 41001 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52308 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20844 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50171 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51191 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48511 members 
Mstep: Class 24 contains 49931 members 
Mstep: Class 25 contains 23698 members 
Mstep: Class 26 contains 40197 members 
Mstep: Class 27 contains 9713 members 
Mstep: Class 28 contains 50735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183536.000000 Penalty: 92417.976562
Iteration 417Q: 29 clusters Score -1.101835e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48658 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54696 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4207 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 41000 members 
Mstep: Class 12 contains 27361 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52309 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20841 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50173 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51191 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48509 members 
Mstep: Class 24 contains 49934 members 
Mstep: Class 25 contains 23697 members 
Mstep: Class 26 contains 40187 members 
Mstep: Class 27 contains 9713 members 
Mstep: Class 28 contains 50744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183560.000000 Penalty: 92417.976562
Iteration 418Q: 29 clusters Score -1.101836e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48654 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54693 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 40997 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52312 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20836 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50176 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51188 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48505 members 
Mstep: Class 24 contains 49935 members 
Mstep: Class 25 contains 23697 members 
Mstep: Class 26 contains 40189 members 
Mstep: Class 27 contains 9716 members 
Mstep: Class 28 contains 50751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183560.000000 Penalty: 92417.976562
Iteration 419Q: 29 clusters Score -1.101836e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48653 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54690 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 40995 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52319 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20834 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50182 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51186 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48499 members 
Mstep: Class 24 contains 49931 members 
Mstep: Class 25 contains 23692 members 
Mstep: Class 26 contains 40193 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183648.000000 Penalty: 92417.976562
Iteration 420F: 29 clusters Score -1.101836e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48655 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12081 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54683 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 40992 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52327 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20833 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50182 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51187 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48496 members 
Mstep: Class 24 contains 49928 members 
Mstep: Class 25 contains 23694 members 
Mstep: Class 26 contains 40192 members 
Mstep: Class 27 contains 9720 members 
Mstep: Class 28 contains 50759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183656.000000 Penalty: 92417.976562
Iteration 421Q: 29 clusters Score -1.101837e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48664 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54680 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4203 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 40986 members 
Mstep: Class 12 contains 27360 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52330 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20831 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50183 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51194 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48494 members 
Mstep: Class 24 contains 49928 members 
Mstep: Class 25 contains 23695 members 
Mstep: Class 26 contains 40194 members 
Mstep: Class 27 contains 9722 members 
Mstep: Class 28 contains 50756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183584.000000 Penalty: 92417.976562
Iteration 422Q: 29 clusters Score -1.101836e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48656 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12081 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54677 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40983 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52332 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20831 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50185 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51203 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48497 members 
Mstep: Class 24 contains 49927 members 
Mstep: Class 25 contains 23694 members 
Mstep: Class 26 contains 40197 members 
Mstep: Class 27 contains 9722 members 
Mstep: Class 28 contains 50757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183728.000000 Penalty: 92417.976562
Iteration 423Q: 29 clusters Score -1.101837e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48652 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12085 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54678 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40978 members 
Mstep: Class 12 contains 27360 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52335 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20830 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50181 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51202 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48501 members 
Mstep: Class 24 contains 49930 members 
Mstep: Class 25 contains 23693 members 
Mstep: Class 26 contains 40195 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 50761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183712.000000 Penalty: 92417.976562
Iteration 424Q: 29 clusters Score -1.101837e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48649 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12087 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54675 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4197 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 27360 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52340 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20829 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50180 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51197 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48504 members 
Mstep: Class 24 contains 49936 members 
Mstep: Class 25 contains 23696 members 
Mstep: Class 26 contains 40193 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183672.000000 Penalty: 92417.976562
Iteration 425Q: 29 clusters Score -1.101837e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48643 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12088 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54675 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4195 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40970 members 
Mstep: Class 12 contains 27360 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52342 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50181 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51195 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48502 members 
Mstep: Class 24 contains 49936 members 
Mstep: Class 25 contains 23698 members 
Mstep: Class 26 contains 40193 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 50776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183688.000000 Penalty: 92417.976562
Iteration 426Q: 29 clusters Score -1.101837e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48642 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12089 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54676 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40968 members 
Mstep: Class 12 contains 27361 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52346 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20826 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51202 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48494 members 
Mstep: Class 24 contains 49936 members 
Mstep: Class 25 contains 23700 members 
Mstep: Class 26 contains 40191 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 50780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183688.000000 Penalty: 92417.976562
Iteration 427Q: 29 clusters Score -1.101837e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48633 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12090 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54673 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4183 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40969 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52348 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20825 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50177 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51218 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48494 members 
Mstep: Class 24 contains 49934 members 
Mstep: Class 25 contains 23702 members 
Mstep: Class 26 contains 40189 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 50782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183608.000000 Penalty: 92417.976562
Iteration 428Q: 29 clusters Score -1.101836e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48637 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12089 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54669 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4173 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40969 members 
Mstep: Class 12 contains 27365 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52347 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51227 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48492 members 
Mstep: Class 24 contains 49936 members 
Mstep: Class 25 contains 23701 members 
Mstep: Class 26 contains 40188 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 50784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183616.000000 Penalty: 92417.976562
Iteration 429Q: 29 clusters Score -1.101836e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48634 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12088 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54673 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4172 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40969 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52346 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20826 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51224 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48488 members 
Mstep: Class 24 contains 49940 members 
Mstep: Class 25 contains 23700 members 
Mstep: Class 26 contains 40186 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 50790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183656.000000 Penalty: 92417.976562
Iteration 430Q: 29 clusters Score -1.101837e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48627 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12091 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54673 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4168 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40967 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52355 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50175 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51229 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48487 members 
Mstep: Class 24 contains 49939 members 
Mstep: Class 25 contains 23704 members 
Mstep: Class 26 contains 40185 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 50790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183720.000000 Penalty: 92417.976562
Iteration 431Q: 29 clusters Score -1.101837e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48620 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12092 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54675 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4167 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40964 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52361 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20825 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50173 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51230 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48488 members 
Mstep: Class 24 contains 49940 members 
Mstep: Class 25 contains 23704 members 
Mstep: Class 26 contains 40184 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183728.000000 Penalty: 92417.976562
Iteration 432Q: 29 clusters Score -1.101837e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48620 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12094 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54674 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40960 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52361 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20828 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50173 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51221 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48491 members 
Mstep: Class 24 contains 49942 members 
Mstep: Class 25 contains 23704 members 
Mstep: Class 26 contains 40183 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183704.000000 Penalty: 92417.976562
Iteration 433Q: 29 clusters Score -1.101837e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48622 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12094 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54671 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40955 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52363 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50173 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51209 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48497 members 
Mstep: Class 24 contains 49947 members 
Mstep: Class 25 contains 23703 members 
Mstep: Class 26 contains 40183 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183760.000000 Penalty: 92417.976562
Iteration 434Q: 29 clusters Score -1.101838e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48626 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12096 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54666 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40954 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52362 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50173 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51195 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48504 members 
Mstep: Class 24 contains 49954 members 
Mstep: Class 25 contains 23699 members 
Mstep: Class 26 contains 40183 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183728.000000 Penalty: 92417.976562
Iteration 435Q: 29 clusters Score -1.101837e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48631 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12095 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54662 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40954 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52360 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20829 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50174 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51189 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48503 members 
Mstep: Class 24 contains 49959 members 
Mstep: Class 25 contains 23699 members 
Mstep: Class 26 contains 40182 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183784.000000 Penalty: 92417.976562
Iteration 436Q: 29 clusters Score -1.101838e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48631 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12095 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54659 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40951 members 
Mstep: Class 12 contains 27366 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52354 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20829 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50176 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51187 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48505 members 
Mstep: Class 24 contains 49963 members 
Mstep: Class 25 contains 23699 members 
Mstep: Class 26 contains 40183 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183816.000000 Penalty: 92417.976562
Iteration 437Q: 29 clusters Score -1.101838e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48633 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12094 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54659 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40951 members 
Mstep: Class 12 contains 27366 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52357 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20828 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50176 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51182 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48504 members 
Mstep: Class 24 contains 49962 members 
Mstep: Class 25 contains 23700 members 
Mstep: Class 26 contains 40182 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183760.000000 Penalty: 92417.976562
Iteration 438Q: 29 clusters Score -1.101838e+08 nChanged 26
Entering ConstructFrom: 
Score: -110183760.000000 Penalty: 92417.976562
Entering ConstructFrom: 
Trying to split cluster 1 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -104592.625000 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -104592.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103001.195312 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -103001.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103263.921875 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -103263.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -103386.945312 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -103386.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -103495.328125 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -103495.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103577.992188 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -103578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103634.890625 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -103634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103653.593750 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -103653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103661.296875 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -103661.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103667.546875 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -103667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103680.468750 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -103680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103682.937500 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -103682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103684.867188 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -103684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103687.265625 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -103687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103688.476562 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -103688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103689.898438 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -103689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103689.898438 Penalty: 3177.812500
	Iteration 15F: 3 clusters Score -103689.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Entering Unmasked Estep 
Score: -9098209.000000 Penalty: 2676.440430
	Iteration 0F: 2 clusters Score -9098209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -9066786.000000 Penalty: 5352.880859
	Iteration 0F: 3 clusters Score -9066786 nChanged 22596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -9079132.000000 Penalty: 5352.880859
	Iteration 1F: 3 clusters Score -9079132 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -9079711.000000 Penalty: 5352.880859
	Iteration 2Q: 3 clusters Score -9079711 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -9080338.000000 Penalty: 5352.880859
	Iteration 3Q: 3 clusters Score -9080338 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -9081157.000000 Penalty: 5352.880859
	Iteration 4Q: 3 clusters Score -9081157 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -9082368.000000 Penalty: 5352.880859
	Iteration 5F: 3 clusters Score -9082368 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -9084157.000000 Penalty: 5352.880859
	Iteration 6F: 3 clusters Score -9084157 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -9086722.000000 Penalty: 5352.880859
	Iteration 7F: 3 clusters Score -9086722 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -9090058.000000 Penalty: 5352.880859
	Iteration 8F: 3 clusters Score -9090058 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -9093296.000000 Penalty: 5352.880859
	Iteration 9F: 3 clusters Score -9093296 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -9095006.000000 Penalty: 5352.880859
	Iteration 10Q: 3 clusters Score -9095006 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -9095474.000000 Penalty: 5352.880859
	Iteration 11Q: 3 clusters Score -9095474 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -9095637.000000 Penalty: 5352.880859
	Iteration 12Q: 3 clusters Score -9095637 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -9095747.000000 Penalty: 5352.880859
	Iteration 13Q: 3 clusters Score -9095747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -9095788.000000 Penalty: 5352.880859
	Iteration 14Q: 3 clusters Score -9095788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -9095829.000000 Penalty: 5352.880859
	Iteration 15Q: 3 clusters Score -9095829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -9095841.000000 Penalty: 5352.880859
	Iteration 16Q: 3 clusters Score -9095841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -9095840.000000 Penalty: 5352.880859
	Iteration 17Q: 3 clusters Score -9095840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -9095841.000000 Penalty: 5352.880859
	Iteration 18Q: 3 clusters Score -9095841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -9095853.000000 Penalty: 5352.880859
	Iteration 19Q: 3 clusters Score -9095853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -9095862.000000 Penalty: 5352.880859
	Iteration 20F: 3 clusters Score -9095862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -9095871.000000 Penalty: 5352.880859
	Iteration 21Q: 3 clusters Score -9095871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -9095871.000000 Penalty: 5352.880859
	Iteration 22F: 3 clusters Score -9095871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -91802.023438 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -91802.02 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 419 members 
Entering Unmasked Estep 
Score: -90164.148438 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -90164.15 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90685.875000 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -90685.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90860.460938 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -90860.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91031.765625 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -91031.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91252.445312 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -91252.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91408.093750 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -91408.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91488.992188 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -91488.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91559.000000 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -91559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91659.960938 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -91659.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91763.132812 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -91763.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91819.601562 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -91819.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91861.609375 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -91861.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91883.023438 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -91883.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91894.351562 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -91894.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91898.828125 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -91898.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91905.046875 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -91905.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91909.468750 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -91909.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91915.578125 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -91915.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91927.304688 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -91927.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91936.367188 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -91936.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91936.968750 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -91936.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91959.257812 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -91959.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91976.921875 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -91976.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91999.195312 Penalty: 3306.810547
	Iteration 23Q: 3 clusters Score -91999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92011.312500 Penalty: 3306.810547
	Iteration 24Q: 3 clusters Score -92011.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92045.351562 Penalty: 3306.810547
	Iteration 25Q: 3 clusters Score -92045.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92058.203125 Penalty: 3306.810547
	Iteration 26Q: 3 clusters Score -92058.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92064.851562 Penalty: 3306.810547
	Iteration 27Q: 3 clusters Score -92064.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92066.460938 Penalty: 3306.810547
	Iteration 28Q: 3 clusters Score -92066.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92066.460938 Penalty: 3306.810547
	Iteration 29F: 3 clusters Score -92066.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48635 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 12095 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54662 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40951 members 
Mstep: Class 12 contains 27366 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52357 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20825 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50176 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51177 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48503 members 
Mstep: Class 24 contains 49961 members 
Mstep: Class 25 contains 23702 members 
Mstep: Class 26 contains 40177 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50830 members 
Mstep: Class 29 contains 439 members 
Entering Unmasked Estep 
Score: -110182448.000000 Penalty: 95718.617188
Splitting cluster 3 changes total score from -110183760.000000 to -110182448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Entering Unmasked Estep 
Score: -2230675.500000 Penalty: 2331.335693
	Iteration 0F: 2 clusters Score -2230676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2221640.250000 Penalty: 4662.671387
	Iteration 0F: 3 clusters Score -2221640 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2224305.500000 Penalty: 4662.671387
	Iteration 1F: 3 clusters Score -2224306 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2224570.750000 Penalty: 4662.671387
	Iteration 2F: 3 clusters Score -2224571 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2224779.750000 Penalty: 4662.671387
	Iteration 3Q: 3 clusters Score -2224780 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2224942.250000 Penalty: 4662.671387
	Iteration 4Q: 3 clusters Score -2224942 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2225086.000000 Penalty: 4662.671387
	Iteration 5Q: 3 clusters Score -2225086 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2225217.750000 Penalty: 4662.671387
	Iteration 6Q: 3 clusters Score -2225218 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2225341.500000 Penalty: 4662.671387
	Iteration 7Q: 3 clusters Score -2225342 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2225444.500000 Penalty: 4662.671387
	Iteration 8Q: 3 clusters Score -2225444 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2225551.250000 Penalty: 4662.671387
	Iteration 9Q: 3 clusters Score -2225551 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2225673.500000 Penalty: 4662.671387
	Iteration 10Q: 3 clusters Score -2225674 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2225855.250000 Penalty: 4662.671387
	Iteration 11Q: 3 clusters Score -2225855 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2226070.000000 Penalty: 4662.671387
	Iteration 12Q: 3 clusters Score -2226070 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2226326.500000 Penalty: 4662.671387
	Iteration 13Q: 3 clusters Score -2226326 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2226596.500000 Penalty: 4662.671387
	Iteration 14Q: 3 clusters Score -2226596 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2226843.500000 Penalty: 4662.671387
	Iteration 15Q: 3 clusters Score -2226844 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2227052.000000 Penalty: 4662.671387
	Iteration 16Q: 3 clusters Score -2227052 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2227203.500000 Penalty: 4662.671387
	Iteration 17Q: 3 clusters Score -2227204 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2227290.750000 Penalty: 4662.671387
	Iteration 18Q: 3 clusters Score -2227291 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2227348.500000 Penalty: 4662.671387
	Iteration 19Q: 3 clusters Score -2227348 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2227382.500000 Penalty: 4662.671387
	Iteration 20F: 3 clusters Score -2227382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2227408.750000 Penalty: 4662.671387
	Iteration 21Q: 3 clusters Score -2227409 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2227428.750000 Penalty: 4662.671387
	Iteration 22Q: 3 clusters Score -2227429 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2227442.000000 Penalty: 4662.671387
	Iteration 23Q: 3 clusters Score -2227442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2227461.250000 Penalty: 4662.671387
	Iteration 24Q: 3 clusters Score -2227461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2227468.000000 Penalty: 4662.671387
	Iteration 25Q: 3 clusters Score -2227468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2227479.000000 Penalty: 4662.671387
	Iteration 26Q: 3 clusters Score -2227479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2227487.000000 Penalty: 4662.671387
	Iteration 27Q: 3 clusters Score -2227487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2227491.000000 Penalty: 4662.671387
	Iteration 28Q: 3 clusters Score -2227491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2227495.000000 Penalty: 4662.671387
	Iteration 29Q: 3 clusters Score -2227495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2227498.750000 Penalty: 4662.671387
	Iteration 30Q: 3 clusters Score -2227499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2227493.750000 Penalty: 4662.671387
	Iteration 31Q: 3 clusters Score -2227494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2227495.000000 Penalty: 4662.671387
	Iteration 32Q: 3 clusters Score -2227495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2227494.750000 Penalty: 4662.671387
	Iteration 33Q: 3 clusters Score -2227495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2227499.000000 Penalty: 4662.671387
	Iteration 34Q: 3 clusters Score -2227499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2227499.250000 Penalty: 4662.671387
	Iteration 35Q: 3 clusters Score -2227499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2227497.250000 Penalty: 4662.671387
	Iteration 36Q: 3 clusters Score -2227497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2227503.250000 Penalty: 4662.671387
	Iteration 37Q: 3 clusters Score -2227503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2227497.000000 Penalty: 4662.671387
	Iteration 38Q: 3 clusters Score -2227497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2227499.000000 Penalty: 4662.671387
	Iteration 39Q: 3 clusters Score -2227499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2227502.000000 Penalty: 4662.671387
	Iteration 40F: 3 clusters Score -2227502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2227499.000000 Penalty: 4662.671387
	Iteration 41Q: 3 clusters Score -2227499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2227505.000000 Penalty: 4662.671387
	Iteration 42Q: 3 clusters Score -2227505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2227506.250000 Penalty: 4662.671387
	Iteration 43Q: 3 clusters Score -2227506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2227508.250000 Penalty: 4662.671387
	Iteration 44Q: 3 clusters Score -2227508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2227506.500000 Penalty: 4662.671387
	Iteration 45Q: 3 clusters Score -2227506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2227509.250000 Penalty: 4662.671387
	Iteration 46Q: 3 clusters Score -2227509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2227512.000000 Penalty: 4662.671387
	Iteration 47Q: 3 clusters Score -2227512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2227513.500000 Penalty: 4662.671387
	Iteration 48Q: 3 clusters Score -2227514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2227511.750000 Penalty: 4662.671387
	Iteration 49Q: 3 clusters Score -2227512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2227513.750000 Penalty: 4662.671387
	Iteration 50Q: 3 clusters Score -2227514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2227516.250000 Penalty: 4662.671387
	Iteration 51Q: 3 clusters Score -2227516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2227516.500000 Penalty: 4662.671387
	Iteration 52Q: 3 clusters Score -2227516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2227520.250000 Penalty: 4662.671387
	Iteration 53Q: 3 clusters Score -2227520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2227518.750000 Penalty: 4662.671387
	Iteration 54Q: 3 clusters Score -2227519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2227518.750000 Penalty: 4662.671387
	Iteration 55Q: 3 clusters Score -2227519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2227518.500000 Penalty: 4662.671387
	Iteration 56Q: 3 clusters Score -2227518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2227517.500000 Penalty: 4662.671387
	Iteration 57Q: 3 clusters Score -2227518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2227521.500000 Penalty: 4662.671387
	Iteration 58Q: 3 clusters Score -2227522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2227517.500000 Penalty: 4662.671387
	Iteration 59Q: 3 clusters Score -2227518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2227515.500000 Penalty: 4662.671387
	Iteration 60F: 3 clusters Score -2227516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2227513.750000 Penalty: 4662.671387
	Iteration 61Q: 3 clusters Score -2227514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2227513.500000 Penalty: 4662.671387
	Iteration 62Q: 3 clusters Score -2227514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2227514.250000 Penalty: 4662.671387
	Iteration 63Q: 3 clusters Score -2227514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2227516.250000 Penalty: 4662.671387
	Iteration 64Q: 3 clusters Score -2227516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2227516.500000 Penalty: 4662.671387
	Iteration 65Q: 3 clusters Score -2227516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2227516.500000 Penalty: 4662.671387
	Iteration 66F: 3 clusters Score -2227516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -70720.953125 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -70720.95 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 173 members 
Entering Unmasked Estep 
Score: -69538.945312 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -69538.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -69766.460938 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -69766.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -69856.289062 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -69856.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -69913.195312 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -69913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -69963.156250 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -69963.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -70023.187500 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -70023.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -70071.945312 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -70071.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -70092.593750 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -70092.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -70092.593750 Penalty: 2876.350098
	Iteration 8F: 3 clusters Score -70092.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Entering Unmasked Estep 
Score: -10199254.000000 Penalty: 2705.413086
	Iteration 0F: 2 clusters Score -1.019925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -10166140.000000 Penalty: 5410.826172
	Iteration 0F: 3 clusters Score -1.016614e+07 nChanged 25327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -10179998.000000 Penalty: 5410.826172
	Iteration 1F: 3 clusters Score -1.018e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -10180704.000000 Penalty: 5410.826172
	Iteration 2Q: 3 clusters Score -1.01807e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -10181453.000000 Penalty: 5410.826172
	Iteration 3Q: 3 clusters Score -1.018145e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -10182578.000000 Penalty: 5410.826172
	Iteration 4Q: 3 clusters Score -1.018258e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -10184193.000000 Penalty: 5410.826172
	Iteration 5F: 3 clusters Score -1.018419e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -10186537.000000 Penalty: 5410.826172
	Iteration 6F: 3 clusters Score -1.018654e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -10189508.000000 Penalty: 5410.826172
	Iteration 7F: 3 clusters Score -1.018951e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -10192230.000000 Penalty: 5410.826172
	Iteration 8F: 3 clusters Score -1.019223e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -10194313.000000 Penalty: 5410.826172
	Iteration 9Q: 3 clusters Score -1.019431e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -10195334.000000 Penalty: 5410.826172
	Iteration 10Q: 3 clusters Score -1.019533e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -10195962.000000 Penalty: 5410.826172
	Iteration 11Q: 3 clusters Score -1.019596e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -10196408.000000 Penalty: 5410.826172
	Iteration 12Q: 3 clusters Score -1.019641e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -10196749.000000 Penalty: 5410.826172
	Iteration 13Q: 3 clusters Score -1.019675e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -10196855.000000 Penalty: 5410.826172
	Iteration 14Q: 3 clusters Score -1.019686e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -10196920.000000 Penalty: 5410.826172
	Iteration 15Q: 3 clusters Score -1.019692e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -10196950.000000 Penalty: 5410.826172
	Iteration 16Q: 3 clusters Score -1.019695e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -10196980.000000 Penalty: 5410.826172
	Iteration 17Q: 3 clusters Score -1.019698e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -10197009.000000 Penalty: 5410.826172
	Iteration 18Q: 3 clusters Score -1.019701e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -10197036.000000 Penalty: 5410.826172
	Iteration 19Q: 3 clusters Score -1.019704e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -10197063.000000 Penalty: 5410.826172
	Iteration 20F: 3 clusters Score -1.019706e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -10197057.000000 Penalty: 5410.826172
	Iteration 21Q: 3 clusters Score -1.019706e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -10197084.000000 Penalty: 5410.826172
	Iteration 22Q: 3 clusters Score -1.019708e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -10197086.000000 Penalty: 5410.826172
	Iteration 23Q: 3 clusters Score -1.019709e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -10197116.000000 Penalty: 5410.826172
	Iteration 24Q: 3 clusters Score -1.019712e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -10197127.000000 Penalty: 5410.826172
	Iteration 25Q: 3 clusters Score -1.019713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -10197145.000000 Penalty: 5410.826172
	Iteration 26Q: 3 clusters Score -1.019714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -10197147.000000 Penalty: 5410.826172
	Iteration 27Q: 3 clusters Score -1.019715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -10197145.000000 Penalty: 5410.826172
	Iteration 28Q: 3 clusters Score -1.019714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -10197149.000000 Penalty: 5410.826172
	Iteration 29Q: 3 clusters Score -1.019715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -10197140.000000 Penalty: 5410.826172
	Iteration 30Q: 3 clusters Score -1.019714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -10197146.000000 Penalty: 5410.826172
	Iteration 31Q: 3 clusters Score -1.019715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -10197150.000000 Penalty: 5410.826172
	Iteration 32Q: 3 clusters Score -1.019715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -10197150.000000 Penalty: 5410.826172
	Iteration 33Q: 3 clusters Score -1.019715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -10197148.000000 Penalty: 5410.826172
	Iteration 34Q: 3 clusters Score -1.019715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -10197150.000000 Penalty: 5410.826172
	Iteration 35Q: 3 clusters Score -1.019715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -10197145.000000 Penalty: 5410.826172
	Iteration 36Q: 3 clusters Score -1.019714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -10197146.000000 Penalty: 5410.826172
	Iteration 37Q: 3 clusters Score -1.019715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -10197153.000000 Penalty: 5410.826172
	Iteration 38Q: 3 clusters Score -1.019715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -10197141.000000 Penalty: 5410.826172
	Iteration 39Q: 3 clusters Score -1.019714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -10197157.000000 Penalty: 5410.826172
	Iteration 40F: 3 clusters Score -1.019716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -10197156.000000 Penalty: 5410.826172
	Iteration 41Q: 3 clusters Score -1.019716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -10197156.000000 Penalty: 5410.826172
	Iteration 42F: 3 clusters Score -1.019716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -378073.718750 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -378073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -375324.593750 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -375324.6 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -375905.625000 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -375905.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -376076.406250 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -376076.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -376219.156250 Penalty: 3821.586670
	Iteration 3F: 3 clusters Score -376219.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -376388.750000 Penalty: 3821.586670
	Iteration 4F: 3 clusters Score -376388.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -376581.375000 Penalty: 3821.586670
	Iteration 5F: 3 clusters Score -376581.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -376758.312500 Penalty: 3821.586670
	Iteration 6F: 3 clusters Score -376758.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -376895.218750 Penalty: 3821.586670
	Iteration 7Q: 3 clusters Score -376895.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -377066.250000 Penalty: 3821.586670
	Iteration 8F: 3 clusters Score -377066.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -377247.812500 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -377247.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -377419.218750 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -377419.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -377555.687500 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -377555.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -377659.718750 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -377659.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -377728.718750 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -377728.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -377768.656250 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -377768.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -377784.187500 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -377784.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -377792.718750 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -377792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -377794.281250 Penalty: 3821.586670
	Iteration 17Q: 3 clusters Score -377794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -377796.593750 Penalty: 3821.586670
	Iteration 18Q: 3 clusters Score -377796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -377797.312500 Penalty: 3821.586670
	Iteration 19Q: 3 clusters Score -377797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -377797.312500 Penalty: 3821.586670
	Iteration 20F: 3 clusters Score -377797.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -39345.691406 Penalty: 1379.049072
	Iteration 0F: 2 clusters Score -39345.69 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 145 members 
Entering Unmasked Estep 
Score: -38235.476562 Penalty: 2758.098145
	Iteration 0F: 3 clusters Score -38235.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38481.058594 Penalty: 2758.098145
	Iteration 1F: 3 clusters Score -38481.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -38588.738281 Penalty: 2758.098145
	Iteration 2F: 3 clusters Score -38588.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -38617.507812 Penalty: 2758.098145
	Iteration 3Q: 3 clusters Score -38617.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -38645.699219 Penalty: 2758.098145
	Iteration 4Q: 3 clusters Score -38645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -38662.207031 Penalty: 2758.098145
	Iteration 5Q: 3 clusters Score -38662.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38664.191406 Penalty: 2758.098145
	Iteration 6Q: 3 clusters Score -38664.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -38666.101562 Penalty: 2758.098145
	Iteration 7Q: 3 clusters Score -38666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -38667.945312 Penalty: 2758.098145
	Iteration 8Q: 3 clusters Score -38667.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -38667.945312 Penalty: 2758.098145
	Iteration 9F: 3 clusters Score -38667.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Entering Unmasked Estep 
Score: -786844.750000 Penalty: 2066.948975
	Iteration 0F: 2 clusters Score -786844.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -782863.250000 Penalty: 4133.897949
	Iteration 0F: 3 clusters Score -782863.2 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -783736.500000 Penalty: 4133.897949
	Iteration 1F: 3 clusters Score -783736.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -783872.500000 Penalty: 4133.897949
	Iteration 2F: 3 clusters Score -783872.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -783954.937500 Penalty: 4133.897949
	Iteration 3Q: 3 clusters Score -783954.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -784016.000000 Penalty: 4133.897949
	Iteration 4Q: 3 clusters Score -784016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -784064.437500 Penalty: 4133.897949
	Iteration 5Q: 3 clusters Score -784064.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -784098.625000 Penalty: 4133.897949
	Iteration 6Q: 3 clusters Score -784098.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -784119.250000 Penalty: 4133.897949
	Iteration 7Q: 3 clusters Score -784119.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -784135.062500 Penalty: 4133.897949
	Iteration 8Q: 3 clusters Score -784135.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -784145.000000 Penalty: 4133.897949
	Iteration 9Q: 3 clusters Score -784145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -784156.812500 Penalty: 4133.897949
	Iteration 10Q: 3 clusters Score -784156.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -784167.812500 Penalty: 4133.897949
	Iteration 11Q: 3 clusters Score -784167.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -784178.187500 Penalty: 4133.897949
	Iteration 12Q: 3 clusters Score -784178.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -784185.437500 Penalty: 4133.897949
	Iteration 13Q: 3 clusters Score -784185.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -784193.937500 Penalty: 4133.897949
	Iteration 14Q: 3 clusters Score -784193.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -784200.125000 Penalty: 4133.897949
	Iteration 15Q: 3 clusters Score -784200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -784203.875000 Penalty: 4133.897949
	Iteration 16Q: 3 clusters Score -784203.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -784206.500000 Penalty: 4133.897949
	Iteration 17Q: 3 clusters Score -784206.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -784208.687500 Penalty: 4133.897949
	Iteration 18Q: 3 clusters Score -784208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -784212.312500 Penalty: 4133.897949
	Iteration 19Q: 3 clusters Score -784212.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -784214.437500 Penalty: 4133.897949
	Iteration 20F: 3 clusters Score -784214.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -784218.187500 Penalty: 4133.897949
	Iteration 21Q: 3 clusters Score -784218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -784219.312500 Penalty: 4133.897949
	Iteration 22Q: 3 clusters Score -784219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -784218.812500 Penalty: 4133.897949
	Iteration 23Q: 3 clusters Score -784218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -784221.500000 Penalty: 4133.897949
	Iteration 24Q: 3 clusters Score -784221.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -784221.812500 Penalty: 4133.897949
	Iteration 25Q: 3 clusters Score -784221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -784220.937500 Penalty: 4133.897949
	Iteration 26Q: 3 clusters Score -784220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -784223.625000 Penalty: 4133.897949
	Iteration 27Q: 3 clusters Score -784223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -784223.312500 Penalty: 4133.897949
	Iteration 28Q: 3 clusters Score -784223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -784223.750000 Penalty: 4133.897949
	Iteration 29Q: 3 clusters Score -784223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -784223.750000 Penalty: 4133.897949
	Iteration 30F: 3 clusters Score -784223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Entering Unmasked Estep 
Score: -860892.437500 Penalty: 2093.465088
	Iteration 0F: 2 clusters Score -860892.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -856668.312500 Penalty: 4186.930176
	Iteration 0F: 3 clusters Score -856668.3 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -857641.062500 Penalty: 4186.930176
	Iteration 1F: 3 clusters Score -857641.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -857827.187500 Penalty: 4186.930176
	Iteration 2F: 3 clusters Score -857827.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -857931.187500 Penalty: 4186.930176
	Iteration 3Q: 3 clusters Score -857931.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -858002.250000 Penalty: 4186.930176
	Iteration 4Q: 3 clusters Score -858002.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -858063.000000 Penalty: 4186.930176
	Iteration 5Q: 3 clusters Score -858063 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -858117.000000 Penalty: 4186.930176
	Iteration 6Q: 3 clusters Score -858117 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -858172.500000 Penalty: 4186.930176
	Iteration 7Q: 3 clusters Score -858172.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -858221.562500 Penalty: 4186.930176
	Iteration 8Q: 3 clusters Score -858221.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -858265.125000 Penalty: 4186.930176
	Iteration 9Q: 3 clusters Score -858265.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -858299.750000 Penalty: 4186.930176
	Iteration 10Q: 3 clusters Score -858299.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -858322.375000 Penalty: 4186.930176
	Iteration 11Q: 3 clusters Score -858322.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -858352.375000 Penalty: 4186.930176
	Iteration 12Q: 3 clusters Score -858352.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -858382.250000 Penalty: 4186.930176
	Iteration 13Q: 3 clusters Score -858382.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -858410.937500 Penalty: 4186.930176
	Iteration 14Q: 3 clusters Score -858410.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -858445.875000 Penalty: 4186.930176
	Iteration 15Q: 3 clusters Score -858445.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -858479.062500 Penalty: 4186.930176
	Iteration 16Q: 3 clusters Score -858479.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -858512.250000 Penalty: 4186.930176
	Iteration 17Q: 3 clusters Score -858512.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -858541.500000 Penalty: 4186.930176
	Iteration 18Q: 3 clusters Score -858541.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -858572.750000 Penalty: 4186.930176
	Iteration 19Q: 3 clusters Score -858572.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -858605.000000 Penalty: 4186.930176
	Iteration 20F: 3 clusters Score -858605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -858647.875000 Penalty: 4186.930176
	Iteration 21Q: 3 clusters Score -858647.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -858686.562500 Penalty: 4186.930176
	Iteration 22Q: 3 clusters Score -858686.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -858734.937500 Penalty: 4186.930176
	Iteration 23Q: 3 clusters Score -858734.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -858785.562500 Penalty: 4186.930176
	Iteration 24Q: 3 clusters Score -858785.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -858845.125000 Penalty: 4186.930176
	Iteration 25Q: 3 clusters Score -858845.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -858903.375000 Penalty: 4186.930176
	Iteration 26Q: 3 clusters Score -858903.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -858963.875000 Penalty: 4186.930176
	Iteration 27Q: 3 clusters Score -858963.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -859018.187500 Penalty: 4186.930176
	Iteration 28Q: 3 clusters Score -859018.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -859062.062500 Penalty: 4186.930176
	Iteration 29Q: 3 clusters Score -859062.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -859095.187500 Penalty: 4186.930176
	Iteration 30Q: 3 clusters Score -859095.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -859123.250000 Penalty: 4186.930176
	Iteration 31Q: 3 clusters Score -859123.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -859151.937500 Penalty: 4186.930176
	Iteration 32Q: 3 clusters Score -859151.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -859182.187500 Penalty: 4186.930176
	Iteration 33Q: 3 clusters Score -859182.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -859201.875000 Penalty: 4186.930176
	Iteration 34Q: 3 clusters Score -859201.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -859214.937500 Penalty: 4186.930176
	Iteration 35Q: 3 clusters Score -859214.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -859222.812500 Penalty: 4186.930176
	Iteration 36Q: 3 clusters Score -859222.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -859232.375000 Penalty: 4186.930176
	Iteration 37Q: 3 clusters Score -859232.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -859238.625000 Penalty: 4186.930176
	Iteration 38Q: 3 clusters Score -859238.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -859248.687500 Penalty: 4186.930176
	Iteration 39Q: 3 clusters Score -859248.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -859253.000000 Penalty: 4186.930176
	Iteration 40F: 3 clusters Score -859253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -859257.437500 Penalty: 4186.930176
	Iteration 41Q: 3 clusters Score -859257.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -859263.437500 Penalty: 4186.930176
	Iteration 42Q: 3 clusters Score -859263.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -859268.812500 Penalty: 4186.930176
	Iteration 43Q: 3 clusters Score -859268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -859273.125000 Penalty: 4186.930176
	Iteration 44Q: 3 clusters Score -859273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -859278.250000 Penalty: 4186.930176
	Iteration 45Q: 3 clusters Score -859278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -859281.250000 Penalty: 4186.930176
	Iteration 46Q: 3 clusters Score -859281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -859288.000000 Penalty: 4186.930176
	Iteration 47Q: 3 clusters Score -859288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -859292.187500 Penalty: 4186.930176
	Iteration 48Q: 3 clusters Score -859292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -859295.187500 Penalty: 4186.930176
	Iteration 49Q: 3 clusters Score -859295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -859295.750000 Penalty: 4186.930176
	Iteration 50Q: 3 clusters Score -859295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -859296.750000 Penalty: 4186.930176
	Iteration 51Q: 3 clusters Score -859296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -859296.812500 Penalty: 4186.930176
	Iteration 52Q: 3 clusters Score -859296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -859297.875000 Penalty: 4186.930176
	Iteration 53Q: 3 clusters Score -859297.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -859297.875000 Penalty: 4186.930176
	Iteration 54F: 3 clusters Score -859297.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Entering Unmasked Estep 
Score: -7621994.000000 Penalty: 2633.792725
	Iteration 0F: 2 clusters Score -7621994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -7594622.000000 Penalty: 5267.585449
	Iteration 0F: 3 clusters Score -7594622 nChanged 18904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -7605231.000000 Penalty: 5267.585449
	Iteration 1F: 3 clusters Score -7605231 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -7605790.000000 Penalty: 5267.585449
	Iteration 2Q: 3 clusters Score -7605790 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -7606509.000000 Penalty: 5267.585449
	Iteration 3Q: 3 clusters Score -7606509 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -7607619.000000 Penalty: 5267.585449
	Iteration 4F: 3 clusters Score -7607619 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -7609286.000000 Penalty: 5267.585449
	Iteration 5F: 3 clusters Score -7609286 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -7611553.000000 Penalty: 5267.585449
	Iteration 6F: 3 clusters Score -7611553 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -7614308.500000 Penalty: 5267.585449
	Iteration 7F: 3 clusters Score -7614308 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -7617010.500000 Penalty: 5267.585449
	Iteration 8F: 3 clusters Score -7617010 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -7618919.500000 Penalty: 5267.585449
	Iteration 9Q: 3 clusters Score -7618920 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -7619973.000000 Penalty: 5267.585449
	Iteration 10Q: 3 clusters Score -7619973 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -7620310.000000 Penalty: 5267.585449
	Iteration 11Q: 3 clusters Score -7620310 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -7620475.500000 Penalty: 5267.585449
	Iteration 12Q: 3 clusters Score -7620476 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -7620545.500000 Penalty: 5267.585449
	Iteration 13Q: 3 clusters Score -7620546 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -7620562.500000 Penalty: 5267.585449
	Iteration 14Q: 3 clusters Score -7620562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -7620584.500000 Penalty: 5267.585449
	Iteration 15Q: 3 clusters Score -7620584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -7620592.500000 Penalty: 5267.585449
	Iteration 16Q: 3 clusters Score -7620592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -7620601.500000 Penalty: 5267.585449
	Iteration 17Q: 3 clusters Score -7620602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -7620604.000000 Penalty: 5267.585449
	Iteration 18Q: 3 clusters Score -7620604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -7620604.000000 Penalty: 5267.585449
	Iteration 19Q: 3 clusters Score -7620604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -7620600.000000 Penalty: 5267.585449
	Iteration 20F: 3 clusters Score -7620600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7620596.000000 Penalty: 5267.585449
	Iteration 21Q: 3 clusters Score -7620596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -7620592.000000 Penalty: 5267.585449
	Iteration 22Q: 3 clusters Score -7620592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -7620600.000000 Penalty: 5267.585449
	Iteration 23Q: 3 clusters Score -7620600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7620598.000000 Penalty: 5267.585449
	Iteration 24Q: 3 clusters Score -7620598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -7620593.000000 Penalty: 5267.585449
	Iteration 25Q: 3 clusters Score -7620593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -7620586.500000 Penalty: 5267.585449
	Iteration 26Q: 3 clusters Score -7620586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -7620590.000000 Penalty: 5267.585449
	Iteration 27Q: 3 clusters Score -7620590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -7620590.500000 Penalty: 5267.585449
	Iteration 28Q: 3 clusters Score -7620590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -7620579.000000 Penalty: 5267.585449
	Iteration 29Q: 3 clusters Score -7620579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -7620573.500000 Penalty: 5267.585449
	Iteration 30Q: 3 clusters Score -7620574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -7620581.500000 Penalty: 5267.585449
	Iteration 31Q: 3 clusters Score -7620582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -7620576.500000 Penalty: 5267.585449
	Iteration 32Q: 3 clusters Score -7620576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -7620577.000000 Penalty: 5267.585449
	Iteration 33Q: 3 clusters Score -7620577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -7620581.500000 Penalty: 5267.585449
	Iteration 34Q: 3 clusters Score -7620582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -7620585.500000 Penalty: 5267.585449
	Iteration 35Q: 3 clusters Score -7620586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -7620590.500000 Penalty: 5267.585449
	Iteration 36Q: 3 clusters Score -7620590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -7620591.000000 Penalty: 5267.585449
	Iteration 37Q: 3 clusters Score -7620591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -7620591.500000 Penalty: 5267.585449
	Iteration 38Q: 3 clusters Score -7620592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -7620586.500000 Penalty: 5267.585449
	Iteration 39Q: 3 clusters Score -7620586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -7620584.500000 Penalty: 5267.585449
	Iteration 40F: 3 clusters Score -7620584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -7620583.000000 Penalty: 5267.585449
	Iteration 41Q: 3 clusters Score -7620583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -7620591.500000 Penalty: 5267.585449
	Iteration 42Q: 3 clusters Score -7620592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -7620591.500000 Penalty: 5267.585449
	Iteration 43F: 3 clusters Score -7620592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Entering Unmasked Estep 
Score: -4929480.500000 Penalty: 2533.830078
	Iteration 0F: 2 clusters Score -4929480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -4910678.500000 Penalty: 5067.660156
	Iteration 0F: 3 clusters Score -4910678 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -4917154.500000 Penalty: 5067.660156
	Iteration 1F: 3 clusters Score -4917154 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -4917600.500000 Penalty: 5067.660156
	Iteration 2Q: 3 clusters Score -4917600 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -4918034.500000 Penalty: 5067.660156
	Iteration 3Q: 3 clusters Score -4918034 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4918475.500000 Penalty: 5067.660156
	Iteration 4Q: 3 clusters Score -4918476 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4919049.000000 Penalty: 5067.660156
	Iteration 5Q: 3 clusters Score -4919049 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4919840.000000 Penalty: 5067.660156
	Iteration 6F: 3 clusters Score -4919840 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4920924.000000 Penalty: 5067.660156
	Iteration 7F: 3 clusters Score -4920924 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4922392.500000 Penalty: 5067.660156
	Iteration 8F: 3 clusters Score -4922392 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4924129.000000 Penalty: 5067.660156
	Iteration 9F: 3 clusters Score -4924129 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -4925645.500000 Penalty: 5067.660156
	Iteration 10F: 3 clusters Score -4925646 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -4926544.000000 Penalty: 5067.660156
	Iteration 11Q: 3 clusters Score -4926544 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -4926925.000000 Penalty: 5067.660156
	Iteration 12Q: 3 clusters Score -4926925 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -4927103.500000 Penalty: 5067.660156
	Iteration 13Q: 3 clusters Score -4927104 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -4927191.000000 Penalty: 5067.660156
	Iteration 14Q: 3 clusters Score -4927191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4927242.500000 Penalty: 5067.660156
	Iteration 15Q: 3 clusters Score -4927242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -4927271.000000 Penalty: 5067.660156
	Iteration 16Q: 3 clusters Score -4927271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -4927288.500000 Penalty: 5067.660156
	Iteration 17Q: 3 clusters Score -4927288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -4927300.000000 Penalty: 5067.660156
	Iteration 18Q: 3 clusters Score -4927300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -4927309.000000 Penalty: 5067.660156
	Iteration 19Q: 3 clusters Score -4927309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -4927329.500000 Penalty: 5067.660156
	Iteration 20F: 3 clusters Score -4927330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -4927327.000000 Penalty: 5067.660156
	Iteration 21Q: 3 clusters Score -4927327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -4927329.500000 Penalty: 5067.660156
	Iteration 22Q: 3 clusters Score -4927330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4927339.500000 Penalty: 5067.660156
	Iteration 23Q: 3 clusters Score -4927340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -4927345.500000 Penalty: 5067.660156
	Iteration 24Q: 3 clusters Score -4927346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -4927354.000000 Penalty: 5067.660156
	Iteration 25Q: 3 clusters Score -4927354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4927360.000000 Penalty: 5067.660156
	Iteration 26Q: 3 clusters Score -4927360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4927356.500000 Penalty: 5067.660156
	Iteration 27Q: 3 clusters Score -4927356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -4927359.500000 Penalty: 5067.660156
	Iteration 28Q: 3 clusters Score -4927360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -4927365.000000 Penalty: 5067.660156
	Iteration 29Q: 3 clusters Score -4927365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -4927365.000000 Penalty: 5067.660156
	Iteration 30F: 3 clusters Score -4927365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -29635.740234 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -29635.74 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 181 members 
Entering Unmasked Estep 
Score: -28473.576172 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -28473.58 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28725.361328 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -28725.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28783.921875 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -28783.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28813.648438 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -28813.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28834.275391 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -28834.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28843.925781 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -28843.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28860.031250 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -28860.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28889.052734 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -28889.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28911.128906 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -28911.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28930.929688 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -28930.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28933.826172 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -28933.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28934.173828 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -28934.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28936.068359 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -28936.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28936.068359 Penalty: 2920.883301
	Iteration 13F: 3 clusters Score -28936.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Entering Unmasked Estep 
Score: -9780693.000000 Penalty: 2694.728516
	Iteration 0F: 2 clusters Score -9780693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -9748012.000000 Penalty: 5389.457031
	Iteration 0F: 3 clusters Score -9748012 nChanged 24251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -9761430.000000 Penalty: 5389.457031
	Iteration 1F: 3 clusters Score -9761430 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -9762023.000000 Penalty: 5389.457031
	Iteration 2Q: 3 clusters Score -9762023 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -9762770.000000 Penalty: 5389.457031
	Iteration 3Q: 3 clusters Score -9762770 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -9763606.000000 Penalty: 5389.457031
	Iteration 4Q: 3 clusters Score -9763606 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -9764743.000000 Penalty: 5389.457031
	Iteration 5Q: 3 clusters Score -9764743 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -9766667.000000 Penalty: 5389.457031
	Iteration 6F: 3 clusters Score -9766667 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -9769448.000000 Penalty: 5389.457031
	Iteration 7F: 3 clusters Score -9769448 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -9772869.000000 Penalty: 5389.457031
	Iteration 8F: 3 clusters Score -9772869 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -9775768.000000 Penalty: 5389.457031
	Iteration 9F: 3 clusters Score -9775768 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9777127.000000 Penalty: 5389.457031
	Iteration 10Q: 3 clusters Score -9777127 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9777699.000000 Penalty: 5389.457031
	Iteration 11Q: 3 clusters Score -9777699 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9778087.000000 Penalty: 5389.457031
	Iteration 12Q: 3 clusters Score -9778087 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9778241.000000 Penalty: 5389.457031
	Iteration 13Q: 3 clusters Score -9778241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9778316.000000 Penalty: 5389.457031
	Iteration 14Q: 3 clusters Score -9778316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9778360.000000 Penalty: 5389.457031
	Iteration 15Q: 3 clusters Score -9778360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9778382.000000 Penalty: 5389.457031
	Iteration 16Q: 3 clusters Score -9778382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9778408.000000 Penalty: 5389.457031
	Iteration 17Q: 3 clusters Score -9778408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9778426.000000 Penalty: 5389.457031
	Iteration 18Q: 3 clusters Score -9778426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9778422.000000 Penalty: 5389.457031
	Iteration 19Q: 3 clusters Score -9778422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9778424.000000 Penalty: 5389.457031
	Iteration 20F: 3 clusters Score -9778424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9778424.000000 Penalty: 5389.457031
	Iteration 21Q: 3 clusters Score -9778424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9778427.000000 Penalty: 5389.457031
	Iteration 22Q: 3 clusters Score -9778427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9778427.000000 Penalty: 5389.457031
	Iteration 23F: 3 clusters Score -9778427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -100618.515625 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -100618.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -99027.656250 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -99027.66 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99275.375000 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -99275.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -99395.820312 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -99395.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -99445.023438 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -99445.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99485.328125 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -99485.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99515.492188 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -99515.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99549.265625 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -99549.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -99579.718750 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -99579.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99601.859375 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -99601.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99636.742188 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -99636.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -99686.585938 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -99686.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99699.484375 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -99699.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99700.531250 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -99700.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99703.960938 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -99703.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99707.125000 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -99707.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99713.132812 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -99713.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99722.437500 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -99722.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99724.593750 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -99724.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99726.382812 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -99726.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99726.382812 Penalty: 3175.350830
	Iteration 19F: 3 clusters Score -99726.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Entering Unmasked Estep 
Score: -3848868.500000 Penalty: 2466.089600
	Iteration 0F: 2 clusters Score -3848868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3834216.250000 Penalty: 4932.179199
	Iteration 0F: 3 clusters Score -3834216 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3838965.500000 Penalty: 4932.179199
	Iteration 1F: 3 clusters Score -3838966 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3839316.500000 Penalty: 4932.179199
	Iteration 2Q: 3 clusters Score -3839316 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3839569.250000 Penalty: 4932.179199
	Iteration 3Q: 3 clusters Score -3839569 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3839725.250000 Penalty: 4932.179199
	Iteration 4Q: 3 clusters Score -3839725 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3839875.250000 Penalty: 4932.179199
	Iteration 5Q: 3 clusters Score -3839875 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3840007.500000 Penalty: 4932.179199
	Iteration 6Q: 3 clusters Score -3840008 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3840157.250000 Penalty: 4932.179199
	Iteration 7Q: 3 clusters Score -3840157 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3840316.000000 Penalty: 4932.179199
	Iteration 8Q: 3 clusters Score -3840316 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3840528.500000 Penalty: 4932.179199
	Iteration 9Q: 3 clusters Score -3840528 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -3840776.500000 Penalty: 4932.179199
	Iteration 10Q: 3 clusters Score -3840776 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3841209.250000 Penalty: 4932.179199
	Iteration 11Q: 3 clusters Score -3841209 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3841800.750000 Penalty: 4932.179199
	Iteration 12Q: 3 clusters Score -3841801 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3842599.250000 Penalty: 4932.179199
	Iteration 13F: 3 clusters Score -3842599 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3843633.500000 Penalty: 4932.179199
	Iteration 14F: 3 clusters Score -3843634 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3844670.250000 Penalty: 4932.179199
	Iteration 15F: 3 clusters Score -3844670 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3845496.000000 Penalty: 4932.179199
	Iteration 16Q: 3 clusters Score -3845496 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3846035.500000 Penalty: 4932.179199
	Iteration 17Q: 3 clusters Score -3846036 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3846319.000000 Penalty: 4932.179199
	Iteration 18Q: 3 clusters Score -3846319 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3846466.250000 Penalty: 4932.179199
	Iteration 19Q: 3 clusters Score -3846466 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3846558.000000 Penalty: 4932.179199
	Iteration 20F: 3 clusters Score -3846558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3846610.000000 Penalty: 4932.179199
	Iteration 21Q: 3 clusters Score -3846610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3846648.750000 Penalty: 4932.179199
	Iteration 22Q: 3 clusters Score -3846649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3846674.250000 Penalty: 4932.179199
	Iteration 23Q: 3 clusters Score -3846674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3846689.500000 Penalty: 4932.179199
	Iteration 24Q: 3 clusters Score -3846690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3846696.750000 Penalty: 4932.179199
	Iteration 25Q: 3 clusters Score -3846697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3846698.500000 Penalty: 4932.179199
	Iteration 26Q: 3 clusters Score -3846698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3846699.250000 Penalty: 4932.179199
	Iteration 27Q: 3 clusters Score -3846699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3846700.750000 Penalty: 4932.179199
	Iteration 28Q: 3 clusters Score -3846701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3846700.500000 Penalty: 4932.179199
	Iteration 29Q: 3 clusters Score -3846700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3846700.500000 Penalty: 4932.179199
	Iteration 30F: 3 clusters Score -3846700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121426.257812 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -121426.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -119646.945312 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -119646.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119969.914062 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -119969.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -120094.640625 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -120094.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -120221.015625 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -120221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -120326.250000 Penalty: 3324.781250
	Iteration 4Q: 3 clusters Score -120326.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -120409.000000 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -120409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -120515.492188 Penalty: 3324.781250
	Iteration 6F: 3 clusters Score -120515.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -120622.843750 Penalty: 3324.781250
	Iteration 7F: 3 clusters Score -120622.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -120713.289062 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -120713.3 nChanged 33
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: -120807.781250 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -120807.8 nChanged 19
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: -120877.445312 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -120877.4 nChanged 13
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: -120917.609375 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -120917.6 nChanged 8
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: -120933.109375 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -120933.1 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: -120942.171875 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -120942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -120947.718750 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -120947.7 nChanged 2
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: -120949.164062 Penalty: 3324.781250
	Iteration 15Q: 3 clusters Score -120949.2 nChanged 2
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: -120954.484375 Penalty: 3324.781250
	Iteration 16Q: 3 clusters Score -120954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120959.234375 Penalty: 3324.781250
	Iteration 17Q: 3 clusters Score -120959.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120962.484375 Penalty: 3324.781250
	Iteration 18F: 3 clusters Score -120962.5 nChanged 2
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: -120979.117188 Penalty: 3324.781250
	Iteration 19Q: 3 clusters Score -120979.1 nChanged 2
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: -120983.078125 Penalty: 3324.781250
	Iteration 20F: 3 clusters Score -120983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -120983.507812 Penalty: 3324.781250
	Iteration 21Q: 3 clusters Score -120983.5 nChanged 2
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: -120985.406250 Penalty: 3324.781250
	Iteration 22Q: 3 clusters Score -120985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -120988.828125 Penalty: 3324.781250
	Iteration 23Q: 3 clusters Score -120988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -120992.382812 Penalty: 3324.781250
	Iteration 24Q: 3 clusters Score -120992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -120998.289062 Penalty: 3324.781250
	Iteration 25Q: 3 clusters Score -120998.3 nChanged 3
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: -121002.914062 Penalty: 3324.781250
	Iteration 26Q: 3 clusters Score -121002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -121007.125000 Penalty: 3324.781250
	Iteration 27Q: 3 clusters Score -121007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -121018.890625 Penalty: 3324.781250
	Iteration 28Q: 3 clusters Score -121018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -121029.429688 Penalty: 3324.781250
	Iteration 29Q: 3 clusters Score -121029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -121031.664062 Penalty: 3324.781250
	Iteration 30Q: 3 clusters Score -121031.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -121032.648438 Penalty: 3324.781250
	Iteration 31Q: 3 clusters Score -121032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -121033.593750 Penalty: 3324.781250
	Iteration 32Q: 3 clusters Score -121033.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -121034.617188 Penalty: 3324.781250
	Iteration 33Q: 3 clusters Score -121034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -121056.601562 Penalty: 3324.781250
	Iteration 34Q: 3 clusters Score -121056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -121088.671875 Penalty: 3324.781250
	Iteration 35Q: 3 clusters Score -121088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -121107.125000 Penalty: 3324.781250
	Iteration 36Q: 3 clusters Score -121107.1 nChanged 6
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: -121156.578125 Penalty: 3324.781250
	Iteration 37Q: 3 clusters Score -121156.6 nChanged 8
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: -121198.726562 Penalty: 3324.781250
	Iteration 38Q: 3 clusters Score -121198.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -121222.257812 Penalty: 3324.781250
	Iteration 39Q: 3 clusters Score -121222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -121251.398438 Penalty: 3324.781250
	Iteration 40F: 3 clusters Score -121251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -121276.265625 Penalty: 3324.781250
	Iteration 41Q: 3 clusters Score -121276.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -121311.429688 Penalty: 3324.781250
	Iteration 42Q: 3 clusters Score -121311.4 nChanged 9
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: -121330.023438 Penalty: 3324.781250
	Iteration 43Q: 3 clusters Score -121330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -121332.773438 Penalty: 3324.781250
	Iteration 44Q: 3 clusters Score -121332.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -121332.773438 Penalty: 3324.781250
	Iteration 45F: 3 clusters Score -121332.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Entering Unmasked Estep 
Score: -9226737.000000 Penalty: 2684.176270
	Iteration 0F: 2 clusters Score -9226737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -9193406.000000 Penalty: 5368.352539
	Iteration 0F: 3 clusters Score -9193406 nChanged 23143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -9206091.000000 Penalty: 5368.352539
	Iteration 1F: 3 clusters Score -9206091 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -9206596.000000 Penalty: 5368.352539
	Iteration 2Q: 3 clusters Score -9206596 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -9207139.000000 Penalty: 5368.352539
	Iteration 3Q: 3 clusters Score -9207139 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -9207787.000000 Penalty: 5368.352539
	Iteration 4Q: 3 clusters Score -9207787 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -9208667.000000 Penalty: 5368.352539
	Iteration 5Q: 3 clusters Score -9208667 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -9209806.000000 Penalty: 5368.352539
	Iteration 6Q: 3 clusters Score -9209806 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -9211230.000000 Penalty: 5368.352539
	Iteration 7Q: 3 clusters Score -9211230 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -9212801.000000 Penalty: 5368.352539
	Iteration 8F: 3 clusters Score -9212801 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -9214397.000000 Penalty: 5368.352539
	Iteration 9F: 3 clusters Score -9214397 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -9215739.000000 Penalty: 5368.352539
	Iteration 10F: 3 clusters Score -9215739 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -9216853.000000 Penalty: 5368.352539
	Iteration 11Q: 3 clusters Score -9216853 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -9217583.000000 Penalty: 5368.352539
	Iteration 12Q: 3 clusters Score -9217583 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -9218040.000000 Penalty: 5368.352539
	Iteration 13Q: 3 clusters Score -9218040 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -9218201.000000 Penalty: 5368.352539
	Iteration 14Q: 3 clusters Score -9218201 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20074 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 29221 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 1 contains 21597 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 28204 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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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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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9224934 nChanged 64
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Entering Unmasked Estep 
Score: -9225011.000000 Penalty: 5368.352539
	Iteration 108Q: 3 clusters Score -9225011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -9225015.000000 Penalty: 5368.352539
	Iteration 109Q: 3 clusters Score -9225015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -9225018.000000 Penalty: 5368.352539
	Iteration 110Q: 3 clusters Score -9225018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -9225028.000000 Penalty: 5368.352539
	Iteration 111Q: 3 clusters Score -9225028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -9225013.000000 Penalty: 5368.352539
	Iteration 112Q: 3 clusters Score -9225013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -9225026.000000 Penalty: 5368.352539
	Iteration 113Q: 3 clusters Score -9225026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -9225026.000000 Penalty: 5368.352539
	Iteration 114Q: 3 clusters Score -9225026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -9225013.000000 Penalty: 5368.352539
	Iteration 115Q: 3 clusters Score -9225013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -9225017.000000 Penalty: 5368.352539
	Iteration 116Q: 3 clusters Score -9225017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -9225025.000000 Penalty: 5368.352539
	Iteration 117Q: 3 clusters Score -9225025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -9225022.000000 Penalty: 5368.352539
	Iteration 118Q: 3 clusters Score -9225022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -9225026.000000 Penalty: 5368.352539
	Iteration 119Q: 3 clusters Score -9225026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -9225018.000000 Penalty: 5368.352539
	Iteration 120F: 3 clusters Score -9225018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -9225020.000000 Penalty: 5368.352539
	Iteration 121Q: 3 clusters Score -9225020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -9225013.000000 Penalty: 5368.352539
	Iteration 122Q: 3 clusters Score -9225013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -9225020.000000 Penalty: 5368.352539
	Iteration 123Q: 3 clusters Score -9225020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -9225032.000000 Penalty: 5368.352539
	Iteration 124Q: 3 clusters Score -9225032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -9225039.000000 Penalty: 5368.352539
	Iteration 125Q: 3 clusters Score -9225039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -9225029.000000 Penalty: 5368.352539
	Iteration 126Q: 3 clusters Score -9225029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9225036.000000 Penalty: 5368.352539
	Iteration 127Q: 3 clusters Score -9225036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -9225034.000000 Penalty: 5368.352539
	Iteration 128Q: 3 clusters Score -9225034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -9225038.000000 Penalty: 5368.352539
	Iteration 129Q: 3 clusters Score -9225038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -9225034.000000 Penalty: 5368.352539
	Iteration 130Q: 3 clusters Score -9225034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -9225029.000000 Penalty: 5368.352539
	Iteration 131Q: 3 clusters Score -9225029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9225021.000000 Penalty: 5368.352539
	Iteration 132Q: 3 clusters Score -9225021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -9225020.000000 Penalty: 5368.352539
	Iteration 133Q: 3 clusters Score -9225020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -9225015.000000 Penalty: 5368.352539
	Iteration 134Q: 3 clusters Score -9225015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -9225026.000000 Penalty: 5368.352539
	Iteration 135Q: 3 clusters Score -9225026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -9225031.000000 Penalty: 5368.352539
	Iteration 136Q: 3 clusters Score -9225031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -9225027.000000 Penalty: 5368.352539
	Iteration 137Q: 3 clusters Score -9225027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -9225027.000000 Penalty: 5368.352539
	Iteration 138Q: 3 clusters Score -9225027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -9225032.000000 Penalty: 5368.352539
	Iteration 139Q: 3 clusters Score -9225032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -9225032.000000 Penalty: 5368.352539
	Iteration 140F: 3 clusters Score -9225032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -194329.000000 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -194329 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 571 members 
Entering Unmasked Estep 
Score: -192383.328125 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -192383.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -192830.375000 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -192830.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -192959.796875 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -192959.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -193031.140625 Penalty: 3478.009277
	Iteration 3Q: 3 clusters Score -193031.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -193091.218750 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -193091.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -193129.000000 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -193129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -193158.546875 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -193158.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -193185.140625 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -193185.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -193215.546875 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -193215.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -193234.140625 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -193234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -193245.484375 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -193245.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -193260.000000 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -193260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -193272.359375 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -193272.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -193286.125000 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -193286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -193292.578125 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -193292.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -193301.859375 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -193301.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -193311.656250 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -193311.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -193319.765625 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -193319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -193326.250000 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -193326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -193333.234375 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -193333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -193338.234375 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -193338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -193342.281250 Penalty: 3478.009277
	Iteration 21Q: 3 clusters Score -193342.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -193347.828125 Penalty: 3478.009277
	Iteration 22Q: 3 clusters Score -193347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -193352.187500 Penalty: 3478.009277
	Iteration 23Q: 3 clusters Score -193352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -193356.593750 Penalty: 3478.009277
	Iteration 24Q: 3 clusters Score -193356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -193358.546875 Penalty: 3478.009277
	Iteration 25Q: 3 clusters Score -193358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -193358.546875 Penalty: 3478.009277
	Iteration 26F: 3 clusters Score -193358.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Entering Unmasked Estep 
Score: -9587515.000000 Penalty: 2689.075195
	Iteration 0F: 2 clusters Score -9587515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -9555472.000000 Penalty: 5378.150391
	Iteration 0F: 3 clusters Score -9555472 nChanged 23664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -9568962.000000 Penalty: 5378.150391
	Iteration 1F: 3 clusters Score -9568962 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -9569621.000000 Penalty: 5378.150391
	Iteration 2Q: 3 clusters Score -9569621 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -9570328.000000 Penalty: 5378.150391
	Iteration 3Q: 3 clusters Score -9570328 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -9570986.000000 Penalty: 5378.150391
	Iteration 4Q: 3 clusters Score -9570986 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -9571855.000000 Penalty: 5378.150391
	Iteration 5Q: 3 clusters Score -9571855 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -9572965.000000 Penalty: 5378.150391
	Iteration 6Q: 3 clusters Score -9572965 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -9574434.000000 Penalty: 5378.150391
	Iteration 7Q: 3 clusters Score -9574434 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -9576207.000000 Penalty: 5378.150391
	Iteration 8F: 3 clusters Score -9576207 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -9577994.000000 Penalty: 5378.150391
	Iteration 9F: 3 clusters Score -9577994 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -9579450.000000 Penalty: 5378.150391
	Iteration 10Q: 3 clusters Score -9579450 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -9580376.000000 Penalty: 5378.150391
	Iteration 11Q: 3 clusters Score -9580376 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -9580873.000000 Penalty: 5378.150391
	Iteration 12Q: 3 clusters Score -9580873 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -9581269.000000 Penalty: 5378.150391
	Iteration 13Q: 3 clusters Score -9581269 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -9581679.000000 Penalty: 5378.150391
	Iteration 14Q: 3 clusters Score -9581679 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -9582116.000000 Penalty: 5378.150391
	Iteration 15Q: 3 clusters Score -9582116 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -9582582.000000 Penalty: 5378.150391
	Iteration 16Q: 3 clusters Score -9582582 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -9583176.000000 Penalty: 5378.150391
	Iteration 17Q: 3 clusters Score -9583176 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -9583586.000000 Penalty: 5378.150391
	Iteration 18Q: 3 clusters Score -9583586 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -9583829.000000 Penalty: 5378.150391
	Iteration 19Q: 3 clusters Score -9583829 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -9584087.000000 Penalty: 5378.150391
	Iteration 20F: 3 clusters Score -9584087 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -9584272.000000 Penalty: 5378.150391
	Iteration 21Q: 3 clusters Score -9584272 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -9584433.000000 Penalty: 5378.150391
	Iteration 22Q: 3 clusters Score -9584433 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -9584524.000000 Penalty: 5378.150391
	Iteration 23Q: 3 clusters Score -9584524 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -9584638.000000 Penalty: 5378.150391
	Iteration 24Q: 3 clusters Score -9584638 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -9584743.000000 Penalty: 5378.150391
	Iteration 25Q: 3 clusters Score -9584743 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -9584835.000000 Penalty: 5378.150391
	Iteration 26Q: 3 clusters Score -9584835 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9584844.000000 Penalty: 5378.150391
	Iteration 27Q: 3 clusters Score -9584844 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9584946.000000 Penalty: 5378.150391
	Iteration 28Q: 3 clusters Score -9584946 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9585021.000000 Penalty: 5378.150391
	Iteration 29Q: 3 clusters Score -9585021 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9585129.000000 Penalty: 5378.150391
	Iteration 30Q: 3 clusters Score -9585129 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9585223.000000 Penalty: 5378.150391
	Iteration 31Q: 3 clusters Score -9585223 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9585233.000000 Penalty: 5378.150391
	Iteration 32Q: 3 clusters Score -9585233 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9585285.000000 Penalty: 5378.150391
	Iteration 33Q: 3 clusters Score -9585285 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9585346.000000 Penalty: 5378.150391
	Iteration 34Q: 3 clusters Score -9585346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9585386.000000 Penalty: 5378.150391
	Iteration 35Q: 3 clusters Score -9585386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9585396.000000 Penalty: 5378.150391
	Iteration 36Q: 3 clusters Score -9585396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9585401.000000 Penalty: 5378.150391
	Iteration 37Q: 3 clusters Score -9585401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9585420.000000 Penalty: 5378.150391
	Iteration 38Q: 3 clusters Score -9585420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9585431.000000 Penalty: 5378.150391
	Iteration 39Q: 3 clusters Score -9585431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9585434.000000 Penalty: 5378.150391
	Iteration 40F: 3 clusters Score -9585434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9585446.000000 Penalty: 5378.150391
	Iteration 41Q: 3 clusters Score -9585446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9585461.000000 Penalty: 5378.150391
	Iteration 42Q: 3 clusters Score -9585461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9585464.000000 Penalty: 5378.150391
	Iteration 43Q: 3 clusters Score -9585464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9585460.000000 Penalty: 5378.150391
	Iteration 44Q: 3 clusters Score -9585460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9585461.000000 Penalty: 5378.150391
	Iteration 45Q: 3 clusters Score -9585461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9585468.000000 Penalty: 5378.150391
	Iteration 46Q: 3 clusters Score -9585468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9585465.000000 Penalty: 5378.150391
	Iteration 47Q: 3 clusters Score -9585465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9585481.000000 Penalty: 5378.150391
	Iteration 48Q: 3 clusters Score -9585481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9585480.000000 Penalty: 5378.150391
	Iteration 49Q: 3 clusters Score -9585480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9585485.000000 Penalty: 5378.150391
	Iteration 50Q: 3 clusters Score -9585485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9585495.000000 Penalty: 5378.150391
	Iteration 51Q: 3 clusters Score -9585495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9585507.000000 Penalty: 5378.150391
	Iteration 52Q: 3 clusters Score -9585507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9585506.000000 Penalty: 5378.150391
	Iteration 53Q: 3 clusters Score -9585506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9585506.000000 Penalty: 5378.150391
	Iteration 54Q: 3 clusters Score -9585506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9585504.000000 Penalty: 5378.150391
	Iteration 55Q: 3 clusters Score -9585504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9585504.000000 Penalty: 5378.150391
	Iteration 56F: 3 clusters Score -9585504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Entering Unmasked Estep 
Score: -937886.812500 Penalty: 2115.173096
	Iteration 0F: 2 clusters Score -937886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -933344.437500 Penalty: 4230.346191
	Iteration 0F: 3 clusters Score -933344.4 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -934390.937500 Penalty: 4230.346191
	Iteration 1F: 3 clusters Score -934390.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -934590.500000 Penalty: 4230.346191
	Iteration 2F: 3 clusters Score -934590.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -934726.125000 Penalty: 4230.346191
	Iteration 3Q: 3 clusters Score -934726.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -934827.250000 Penalty: 4230.346191
	Iteration 4Q: 3 clusters Score -934827.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -934901.000000 Penalty: 4230.346191
	Iteration 5Q: 3 clusters Score -934901 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -934979.312500 Penalty: 4230.346191
	Iteration 6Q: 3 clusters Score -934979.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -935049.437500 Penalty: 4230.346191
	Iteration 7Q: 3 clusters Score -935049.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -935110.812500 Penalty: 4230.346191
	Iteration 8Q: 3 clusters Score -935110.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -935170.125000 Penalty: 4230.346191
	Iteration 9Q: 3 clusters Score -935170.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -935216.187500 Penalty: 4230.346191
	Iteration 10Q: 3 clusters Score -935216.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -935269.750000 Penalty: 4230.346191
	Iteration 11Q: 3 clusters Score -935269.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -935321.625000 Penalty: 4230.346191
	Iteration 12Q: 3 clusters Score -935321.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -935370.687500 Penalty: 4230.346191
	Iteration 13Q: 3 clusters Score -935370.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -935427.000000 Penalty: 4230.346191
	Iteration 14Q: 3 clusters Score -935427 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -935485.875000 Penalty: 4230.346191
	Iteration 15Q: 3 clusters Score -935485.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -935541.187500 Penalty: 4230.346191
	Iteration 16Q: 3 clusters Score -935541.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -935595.875000 Penalty: 4230.346191
	Iteration 17Q: 3 clusters Score -935595.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -935650.750000 Penalty: 4230.346191
	Iteration 18Q: 3 clusters Score -935650.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -935702.687500 Penalty: 4230.346191
	Iteration 19Q: 3 clusters Score -935702.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -935750.625000 Penalty: 4230.346191
	Iteration 20F: 3 clusters Score -935750.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -935800.125000 Penalty: 4230.346191
	Iteration 21Q: 3 clusters Score -935800.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -935845.125000 Penalty: 4230.346191
	Iteration 22Q: 3 clusters Score -935845.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -935888.312500 Penalty: 4230.346191
	Iteration 23Q: 3 clusters Score -935888.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -935938.437500 Penalty: 4230.346191
	Iteration 24Q: 3 clusters Score -935938.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -935995.250000 Penalty: 4230.346191
	Iteration 25Q: 3 clusters Score -935995.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -936042.062500 Penalty: 4230.346191
	Iteration 26Q: 3 clusters Score -936042.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -936082.000000 Penalty: 4230.346191
	Iteration 27Q: 3 clusters Score -936082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -936118.312500 Penalty: 4230.346191
	Iteration 28Q: 3 clusters Score -936118.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -936143.187500 Penalty: 4230.346191
	Iteration 29Q: 3 clusters Score -936143.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -936164.500000 Penalty: 4230.346191
	Iteration 30Q: 3 clusters Score -936164.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -936190.375000 Penalty: 4230.346191
	Iteration 31Q: 3 clusters Score -936190.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -936216.875000 Penalty: 4230.346191
	Iteration 32Q: 3 clusters Score -936216.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -936240.312500 Penalty: 4230.346191
	Iteration 33Q: 3 clusters Score -936240.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -936260.125000 Penalty: 4230.346191
	Iteration 34Q: 3 clusters Score -936260.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -936274.375000 Penalty: 4230.346191
	Iteration 35Q: 3 clusters Score -936274.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -936290.937500 Penalty: 4230.346191
	Iteration 36Q: 3 clusters Score -936290.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -936304.312500 Penalty: 4230.346191
	Iteration 37Q: 3 clusters Score -936304.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -936313.250000 Penalty: 4230.346191
	Iteration 38Q: 3 clusters Score -936313.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -936327.812500 Penalty: 4230.346191
	Iteration 39Q: 3 clusters Score -936327.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -936338.687500 Penalty: 4230.346191
	Iteration 40F: 3 clusters Score -936338.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -936351.125000 Penalty: 4230.346191
	Iteration 41Q: 3 clusters Score -936351.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -936361.062500 Penalty: 4230.346191
	Iteration 42Q: 3 clusters Score -936361.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -936375.687500 Penalty: 4230.346191
	Iteration 43Q: 3 clusters Score -936375.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -936383.437500 Penalty: 4230.346191
	Iteration 44Q: 3 clusters Score -936383.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -936393.625000 Penalty: 4230.346191
	Iteration 45Q: 3 clusters Score -936393.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -936401.375000 Penalty: 4230.346191
	Iteration 46Q: 3 clusters Score -936401.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -936410.687500 Penalty: 4230.346191
	Iteration 47Q: 3 clusters Score -936410.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -936415.750000 Penalty: 4230.346191
	Iteration 48Q: 3 clusters Score -936415.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -936419.062500 Penalty: 4230.346191
	Iteration 49Q: 3 clusters Score -936419.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -936421.000000 Penalty: 4230.346191
	Iteration 50Q: 3 clusters Score -936421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -936424.937500 Penalty: 4230.346191
	Iteration 51Q: 3 clusters Score -936424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -936426.562500 Penalty: 4230.346191
	Iteration 52Q: 3 clusters Score -936426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -936430.000000 Penalty: 4230.346191
	Iteration 53Q: 3 clusters Score -936430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -936429.687500 Penalty: 4230.346191
	Iteration 54Q: 3 clusters Score -936429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -936429.000000 Penalty: 4230.346191
	Iteration 55Q: 3 clusters Score -936429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -936429.250000 Penalty: 4230.346191
	Iteration 56Q: 3 clusters Score -936429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -936429.250000 Penalty: 4230.346191
	Iteration 57F: 3 clusters Score -936429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -76683.515625 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -76683.52 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 259 members 
Entering Unmasked Estep 
Score: -75301.507812 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -75301.51 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75769.929688 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -75769.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76013.210938 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -76013.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76234.054688 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -76234.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76499.187500 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -76499.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76692.132812 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -76692.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76816.234375 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -76816.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76867.984375 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -76867.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76872.765625 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -76872.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76875.296875 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -76875.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76875.296875 Penalty: 3096.142822
	Iteration 10F: 3 clusters Score -76875.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48635 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12095 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54662 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40951 members 
Mstep: Class 12 contains 27366 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52357 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20825 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50176 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51177 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 48503 members 
Mstep: Class 24 contains 49961 members 
Mstep: Class 25 contains 23702 members 
Mstep: Class 26 contains 40177 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50830 members 
Mstep: Class 29 contains 315 members 
Entering Unmasked Estep 
Score: -110182272.000000 Penalty: 95718.617188
Splitting cluster 22 changes total score from -110183760.000000 to -110182272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (48503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Entering Unmasked Estep 
Score: -9019406.000000 Penalty: 2675.766602
	Iteration 0F: 2 clusters Score -9019406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -8987578.000000 Penalty: 5351.533203
	Iteration 0F: 3 clusters Score -8987578 nChanged 22444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -9000086.000000 Penalty: 5351.533203
	Iteration 1F: 3 clusters Score -9000086 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -9000580.000000 Penalty: 5351.533203
	Iteration 2Q: 3 clusters Score -9000580 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -9001117.000000 Penalty: 5351.533203
	Iteration 3Q: 3 clusters Score -9001117 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -9001725.000000 Penalty: 5351.533203
	Iteration 4Q: 3 clusters Score -9001725 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -9002548.000000 Penalty: 5351.533203
	Iteration 5Q: 3 clusters Score -9002548 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -9003855.000000 Penalty: 5351.533203
	Iteration 6F: 3 clusters Score -9003855 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -9005746.000000 Penalty: 5351.533203
	Iteration 7F: 3 clusters Score -9005746 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -9008033.000000 Penalty: 5351.533203
	Iteration 8F: 3 clusters Score -9008033 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -9010625.000000 Penalty: 5351.533203
	Iteration 9F: 3 clusters Score -9010625 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -9012936.000000 Penalty: 5351.533203
	Iteration 10F: 3 clusters Score -9012936 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -9014603.000000 Penalty: 5351.533203
	Iteration 11Q: 3 clusters Score -9014603 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -9015756.000000 Penalty: 5351.533203
	Iteration 12Q: 3 clusters Score -9015756 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -9016434.000000 Penalty: 5351.533203
	Iteration 13Q: 3 clusters Score -9016434 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -9016776.000000 Penalty: 5351.533203
	Iteration 14Q: 3 clusters Score -9016776 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -9016928.000000 Penalty: 5351.533203
	Iteration 15Q: 3 clusters Score -9016928 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -9017046.000000 Penalty: 5351.533203
	Iteration 16Q: 3 clusters Score -9017046 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -9017103.000000 Penalty: 5351.533203
	Iteration 17Q: 3 clusters Score -9017103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -9017119.000000 Penalty: 5351.533203
	Iteration 18Q: 3 clusters Score -9017119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -9017144.000000 Penalty: 5351.533203
	Iteration 19Q: 3 clusters Score -9017144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -9017164.000000 Penalty: 5351.533203
	Iteration 20F: 3 clusters Score -9017164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -9017179.000000 Penalty: 5351.533203
	Iteration 21Q: 3 clusters Score -9017179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -9017208.000000 Penalty: 5351.533203
	Iteration 22Q: 3 clusters Score -9017208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -9017209.000000 Penalty: 5351.533203
	Iteration 23Q: 3 clusters Score -9017209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -9017221.000000 Penalty: 5351.533203
	Iteration 24Q: 3 clusters Score -9017221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -9017228.000000 Penalty: 5351.533203
	Iteration 25Q: 3 clusters Score -9017228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -9017236.000000 Penalty: 5351.533203
	Iteration 26Q: 3 clusters Score -9017236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -9017240.000000 Penalty: 5351.533203
	Iteration 27Q: 3 clusters Score -9017240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -9017236.000000 Penalty: 5351.533203
	Iteration 28Q: 3 clusters Score -9017236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -9017236.000000 Penalty: 5351.533203
	Iteration 29F: 3 clusters Score -9017236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Entering Unmasked Estep 
Score: -9286227.000000 Penalty: 2683.111572
	Iteration 0F: 2 clusters Score -9286227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -9253844.000000 Penalty: 5366.223145
	Iteration 0F: 3 clusters Score -9253844 nChanged 23068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -9266518.000000 Penalty: 5366.223145
	Iteration 1F: 3 clusters Score -9266518 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -9266943.000000 Penalty: 5366.223145
	Iteration 2Q: 3 clusters Score -9266943 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -9267442.000000 Penalty: 5366.223145
	Iteration 3Q: 3 clusters Score -9267442 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -9268107.000000 Penalty: 5366.223145
	Iteration 4Q: 3 clusters Score -9268107 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -9269081.000000 Penalty: 5366.223145
	Iteration 5Q: 3 clusters Score -9269081 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -9270671.000000 Penalty: 5366.223145
	Iteration 6F: 3 clusters Score -9270671 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -9273136.000000 Penalty: 5366.223145
	Iteration 7F: 3 clusters Score -9273136 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -9276276.000000 Penalty: 5366.223145
	Iteration 8F: 3 clusters Score -9276276 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -9279436.000000 Penalty: 5366.223145
	Iteration 9F: 3 clusters Score -9279436 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -9281778.000000 Penalty: 5366.223145
	Iteration 10F: 3 clusters Score -9281778 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -9282888.000000 Penalty: 5366.223145
	Iteration 11Q: 3 clusters Score -9282888 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -9283471.000000 Penalty: 5366.223145
	Iteration 12Q: 3 clusters Score -9283471 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -9283770.000000 Penalty: 5366.223145
	Iteration 13Q: 3 clusters Score -9283770 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -9283832.000000 Penalty: 5366.223145
	Iteration 14Q: 3 clusters Score -9283832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -9283886.000000 Penalty: 5366.223145
	Iteration 15Q: 3 clusters Score -9283886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -9283898.000000 Penalty: 5366.223145
	Iteration 16Q: 3 clusters Score -9283898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -9283946.000000 Penalty: 5366.223145
	Iteration 17Q: 3 clusters Score -9283946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -9283947.000000 Penalty: 5366.223145
	Iteration 18Q: 3 clusters Score -9283947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -9283948.000000 Penalty: 5366.223145
	Iteration 19Q: 3 clusters Score -9283948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -9283948.000000 Penalty: 5366.223145
	Iteration 20F: 3 clusters Score -9283948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -9283959.000000 Penalty: 5366.223145
	Iteration 21Q: 3 clusters Score -9283959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -9283956.000000 Penalty: 5366.223145
	Iteration 22Q: 3 clusters Score -9283956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -9283962.000000 Penalty: 5366.223145
	Iteration 23Q: 3 clusters Score -9283962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -9283971.000000 Penalty: 5366.223145
	Iteration 24Q: 3 clusters Score -9283971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -9283984.000000 Penalty: 5366.223145
	Iteration 25Q: 3 clusters Score -9283984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -9283984.000000 Penalty: 5366.223145
	Iteration 26Q: 3 clusters Score -9283984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -9283992.000000 Penalty: 5366.223145
	Iteration 27Q: 3 clusters Score -9283992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -9283992.000000 Penalty: 5366.223145
	Iteration 28Q: 3 clusters Score -9283992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -9283992.000000 Penalty: 5366.223145
	Iteration 29F: 3 clusters Score -9283992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Entering Unmasked Estep 
Score: -4456547.500000 Penalty: 2498.182129
	Iteration 0F: 2 clusters Score -4456548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4439980.500000 Penalty: 4996.364258
	Iteration 0F: 3 clusters Score -4439980 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -4445651.500000 Penalty: 4996.364258
	Iteration 1F: 3 clusters Score -4445652 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -4446119.000000 Penalty: 4996.364258
	Iteration 2F: 3 clusters Score -4446119 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -4446497.000000 Penalty: 4996.364258
	Iteration 3Q: 3 clusters Score -4446497 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -4446820.500000 Penalty: 4996.364258
	Iteration 4Q: 3 clusters Score -4446820 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -4447134.500000 Penalty: 4996.364258
	Iteration 5Q: 3 clusters Score -4447134 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4447524.000000 Penalty: 4996.364258
	Iteration 6Q: 3 clusters Score -4447524 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -4448000.000000 Penalty: 4996.364258
	Iteration 7Q: 3 clusters Score -4448000 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -4448590.000000 Penalty: 4996.364258
	Iteration 8Q: 3 clusters Score -4448590 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -4449379.500000 Penalty: 4996.364258
	Iteration 9Q: 3 clusters Score -4449380 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4450457.000000 Penalty: 4996.364258
	Iteration 10F: 3 clusters Score -4450457 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4451696.500000 Penalty: 4996.364258
	Iteration 11F: 3 clusters Score -4451696 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -4452576.500000 Penalty: 4996.364258
	Iteration 12Q: 3 clusters Score -4452576 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4453051.500000 Penalty: 4996.364258
	Iteration 13Q: 3 clusters Score -4453052 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -4453365.500000 Penalty: 4996.364258
	Iteration 14Q: 3 clusters Score -4453366 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -4453625.000000 Penalty: 4996.364258
	Iteration 15Q: 3 clusters Score -4453625 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4453757.500000 Penalty: 4996.364258
	Iteration 16Q: 3 clusters Score -4453758 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -4453853.500000 Penalty: 4996.364258
	Iteration 17Q: 3 clusters Score -4453854 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -4453893.000000 Penalty: 4996.364258
	Iteration 18Q: 3 clusters Score -4453893 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4453927.000000 Penalty: 4996.364258
	Iteration 19Q: 3 clusters Score -4453927 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4453949.500000 Penalty: 4996.364258
	Iteration 20F: 3 clusters Score -4453950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4453976.000000 Penalty: 4996.364258
	Iteration 21Q: 3 clusters Score -4453976 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4454008.500000 Penalty: 4996.364258
	Iteration 22Q: 3 clusters Score -4454008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -4454010.000000 Penalty: 4996.364258
	Iteration 23Q: 3 clusters Score -4454010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -4454008.500000 Penalty: 4996.364258
	Iteration 24Q: 3 clusters Score -4454008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4454032.000000 Penalty: 4996.364258
	Iteration 25Q: 3 clusters Score -4454032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4454031.000000 Penalty: 4996.364258
	Iteration 26Q: 3 clusters Score -4454031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4454044.000000 Penalty: 4996.364258
	Iteration 27Q: 3 clusters Score -4454044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4454053.500000 Penalty: 4996.364258
	Iteration 28Q: 3 clusters Score -4454054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -4454068.000000 Penalty: 4996.364258
	Iteration 29Q: 3 clusters Score -4454068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -4454059.000000 Penalty: 4996.364258
	Iteration 30Q: 3 clusters Score -4454059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4454061.500000 Penalty: 4996.364258
	Iteration 31Q: 3 clusters Score -4454062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4454061.500000 Penalty: 4996.364258
	Iteration 32Q: 3 clusters Score -4454062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4454059.500000 Penalty: 4996.364258
	Iteration 33Q: 3 clusters Score -4454060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4454067.000000 Penalty: 4996.364258
	Iteration 34Q: 3 clusters Score -4454067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4454067.000000 Penalty: 4996.364258
	Iteration 35Q: 3 clusters Score -4454067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4454069.000000 Penalty: 4996.364258
	Iteration 36Q: 3 clusters Score -4454069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -4454068.000000 Penalty: 4996.364258
	Iteration 37Q: 3 clusters Score -4454068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -4454070.500000 Penalty: 4996.364258
	Iteration 38Q: 3 clusters Score -4454070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4454067.500000 Penalty: 4996.364258
	Iteration 39Q: 3 clusters Score -4454068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4454059.500000 Penalty: 4996.364258
	Iteration 40F: 3 clusters Score -4454060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -4454056.500000 Penalty: 4996.364258
	Iteration 41Q: 3 clusters Score -4454056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4454059.500000 Penalty: 4996.364258
	Iteration 42Q: 3 clusters Score -4454060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -4454064.000000 Penalty: 4996.364258
	Iteration 43Q: 3 clusters Score -4454064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4454069.500000 Penalty: 4996.364258
	Iteration 44Q: 3 clusters Score -4454070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4454064.500000 Penalty: 4996.364258
	Iteration 45Q: 3 clusters Score -4454064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -4454060.000000 Penalty: 4996.364258
	Iteration 46Q: 3 clusters Score -4454060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -4454060.000000 Penalty: 4996.364258
	Iteration 47Q: 3 clusters Score -4454060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4454059.500000 Penalty: 4996.364258
	Iteration 48Q: 3 clusters Score -4454060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4454061.000000 Penalty: 4996.364258
	Iteration 49Q: 3 clusters Score -4454061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4454061.000000 Penalty: 4996.364258
	Iteration 50F: 3 clusters Score -4454061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Entering Unmasked Estep 
Score: -7469832.500000 Penalty: 2629.060547
	Iteration 0F: 2 clusters Score -7469832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -7442723.000000 Penalty: 5258.121094
	Iteration 0F: 3 clusters Score -7442723 nChanged 18445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -7452935.500000 Penalty: 5258.121094
	Iteration 1F: 3 clusters Score -7452936 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -7453544.000000 Penalty: 5258.121094
	Iteration 2Q: 3 clusters Score -7453544 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -7454202.500000 Penalty: 5258.121094
	Iteration 3Q: 3 clusters Score -7454202 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -7454943.000000 Penalty: 5258.121094
	Iteration 4Q: 3 clusters Score -7454943 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -7456007.500000 Penalty: 5258.121094
	Iteration 5Q: 3 clusters Score -7456008 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -7457618.000000 Penalty: 5258.121094
	Iteration 6F: 3 clusters Score -7457618 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -7460172.500000 Penalty: 5258.121094
	Iteration 7F: 3 clusters Score -7460172 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -7463414.000000 Penalty: 5258.121094
	Iteration 8F: 3 clusters Score -7463414 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -7465785.500000 Penalty: 5258.121094
	Iteration 9F: 3 clusters Score -7465786 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -7466880.500000 Penalty: 5258.121094
	Iteration 10Q: 3 clusters Score -7466880 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -7467400.000000 Penalty: 5258.121094
	Iteration 11Q: 3 clusters Score -7467400 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -7467657.000000 Penalty: 5258.121094
	Iteration 12Q: 3 clusters Score -7467657 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -7467814.500000 Penalty: 5258.121094
	Iteration 13Q: 3 clusters Score -7467814 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -7467836.000000 Penalty: 5258.121094
	Iteration 14Q: 3 clusters Score -7467836 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -7467883.000000 Penalty: 5258.121094
	Iteration 15Q: 3 clusters Score -7467883 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -7467888.500000 Penalty: 5258.121094
	Iteration 16Q: 3 clusters Score -7467888 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -7467926.500000 Penalty: 5258.121094
	Iteration 17Q: 3 clusters Score -7467926 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -7467950.500000 Penalty: 5258.121094
	Iteration 18Q: 3 clusters Score -7467950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -7467954.500000 Penalty: 5258.121094
	Iteration 19Q: 3 clusters Score -7467954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -7467978.000000 Penalty: 5258.121094
	Iteration 20F: 3 clusters Score -7467978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -7467977.000000 Penalty: 5258.121094
	Iteration 21Q: 3 clusters Score -7467977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -7467990.000000 Penalty: 5258.121094
	Iteration 22Q: 3 clusters Score -7467990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -7467992.000000 Penalty: 5258.121094
	Iteration 23Q: 3 clusters Score -7467992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -7467999.000000 Penalty: 5258.121094
	Iteration 24Q: 3 clusters Score -7467999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -7467996.500000 Penalty: 5258.121094
	Iteration 25Q: 3 clusters Score -7467996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -7467998.000000 Penalty: 5258.121094
	Iteration 26Q: 3 clusters Score -7467998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -7468003.500000 Penalty: 5258.121094
	Iteration 27Q: 3 clusters Score -7468004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -7468011.000000 Penalty: 5258.121094
	Iteration 28Q: 3 clusters Score -7468011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -7468017.500000 Penalty: 5258.121094
	Iteration 29Q: 3 clusters Score -7468018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -7468010.000000 Penalty: 5258.121094
	Iteration 30Q: 3 clusters Score -7468010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -7468013.000000 Penalty: 5258.121094
	Iteration 31Q: 3 clusters Score -7468013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -7468008.000000 Penalty: 5258.121094
	Iteration 32Q: 3 clusters Score -7468008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -7468004.000000 Penalty: 5258.121094
	Iteration 33Q: 3 clusters Score -7468004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -7468014.500000 Penalty: 5258.121094
	Iteration 34Q: 3 clusters Score -7468014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -7468012.000000 Penalty: 5258.121094
	Iteration 35Q: 3 clusters Score -7468012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -7468016.000000 Penalty: 5258.121094
	Iteration 36Q: 3 clusters Score -7468016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -7468015.500000 Penalty: 5258.121094
	Iteration 37Q: 3 clusters Score -7468016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -7468015.500000 Penalty: 5258.121094
	Iteration 38Q: 3 clusters Score -7468016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -7468024.500000 Penalty: 5258.121094
	Iteration 39Q: 3 clusters Score -7468024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -7468024.500000 Penalty: 5258.121094
	Iteration 40F: 3 clusters Score -7468024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Entering Unmasked Estep 
Score: -1802780.000000 Penalty: 2277.070312
	Iteration 0F: 2 clusters Score -1802780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1795210.375000 Penalty: 4554.140625
	Iteration 0F: 3 clusters Score -1795210 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1797288.000000 Penalty: 4554.140625
	Iteration 1F: 3 clusters Score -1797288 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1797566.750000 Penalty: 4554.140625
	Iteration 2F: 3 clusters Score -1797567 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1797783.500000 Penalty: 4554.140625
	Iteration 3F: 3 clusters Score -1797784 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1797943.375000 Penalty: 4554.140625
	Iteration 4Q: 3 clusters Score -1797943 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1798075.000000 Penalty: 4554.140625
	Iteration 5Q: 3 clusters Score -1798075 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1798189.500000 Penalty: 4554.140625
	Iteration 6Q: 3 clusters Score -1798190 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1798313.125000 Penalty: 4554.140625
	Iteration 7Q: 3 clusters Score -1798313 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1798439.500000 Penalty: 4554.140625
	Iteration 8Q: 3 clusters Score -1798440 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1798623.250000 Penalty: 4554.140625
	Iteration 9Q: 3 clusters Score -1798623 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1798849.375000 Penalty: 4554.140625
	Iteration 10Q: 3 clusters Score -1798849 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1799116.750000 Penalty: 4554.140625
	Iteration 11Q: 3 clusters Score -1799117 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1799371.875000 Penalty: 4554.140625
	Iteration 12Q: 3 clusters Score -1799372 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1799606.500000 Penalty: 4554.140625
	Iteration 13Q: 3 clusters Score -1799606 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1799782.125000 Penalty: 4554.140625
	Iteration 14Q: 3 clusters Score -1799782 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1799917.750000 Penalty: 4554.140625
	Iteration 15Q: 3 clusters Score -1799918 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1800032.250000 Penalty: 4554.140625
	Iteration 16Q: 3 clusters Score -1800032 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1800125.625000 Penalty: 4554.140625
	Iteration 17Q: 3 clusters Score -1800126 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1800210.375000 Penalty: 4554.140625
	Iteration 18Q: 3 clusters Score -1800210 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1800276.250000 Penalty: 4554.140625
	Iteration 19Q: 3 clusters Score -1800276 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1800329.500000 Penalty: 4554.140625
	Iteration 20F: 3 clusters Score -1800330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1800373.625000 Penalty: 4554.140625
	Iteration 21Q: 3 clusters Score -1800374 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1800404.250000 Penalty: 4554.140625
	Iteration 22Q: 3 clusters Score -1800404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1800432.375000 Penalty: 4554.140625
	Iteration 23Q: 3 clusters Score -1800432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1800452.625000 Penalty: 4554.140625
	Iteration 24Q: 3 clusters Score -1800453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1800479.375000 Penalty: 4554.140625
	Iteration 25Q: 3 clusters Score -1800479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1800496.750000 Penalty: 4554.140625
	Iteration 26Q: 3 clusters Score -1800497 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1800517.250000 Penalty: 4554.140625
	Iteration 27Q: 3 clusters Score -1800517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1800537.000000 Penalty: 4554.140625
	Iteration 28Q: 3 clusters Score -1800537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1800545.750000 Penalty: 4554.140625
	Iteration 29Q: 3 clusters Score -1800546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1800561.750000 Penalty: 4554.140625
	Iteration 30Q: 3 clusters Score -1800562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1800563.000000 Penalty: 4554.140625
	Iteration 31Q: 3 clusters Score -1800563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1800573.250000 Penalty: 4554.140625
	Iteration 32Q: 3 clusters Score -1800573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1800584.500000 Penalty: 4554.140625
	Iteration 33Q: 3 clusters Score -1800584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1800594.375000 Penalty: 4554.140625
	Iteration 34Q: 3 clusters Score -1800594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1800607.750000 Penalty: 4554.140625
	Iteration 35Q: 3 clusters Score -1800608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1800619.250000 Penalty: 4554.140625
	Iteration 36Q: 3 clusters Score -1800619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1800632.875000 Penalty: 4554.140625
	Iteration 37Q: 3 clusters Score -1800633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1800644.750000 Penalty: 4554.140625
	Iteration 38Q: 3 clusters Score -1800645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1800650.875000 Penalty: 4554.140625
	Iteration 39Q: 3 clusters Score -1800651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1800659.875000 Penalty: 4554.140625
	Iteration 40F: 3 clusters Score -1800660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1800669.250000 Penalty: 4554.140625
	Iteration 41Q: 3 clusters Score -1800669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1800673.000000 Penalty: 4554.140625
	Iteration 42Q: 3 clusters Score -1800673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1800675.750000 Penalty: 4554.140625
	Iteration 43Q: 3 clusters Score -1800676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1800680.625000 Penalty: 4554.140625
	Iteration 44Q: 3 clusters Score -1800681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1800682.375000 Penalty: 4554.140625
	Iteration 45Q: 3 clusters Score -1800682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1800686.250000 Penalty: 4554.140625
	Iteration 46Q: 3 clusters Score -1800686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1800687.125000 Penalty: 4554.140625
	Iteration 47Q: 3 clusters Score -1800687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1800688.000000 Penalty: 4554.140625
	Iteration 48Q: 3 clusters Score -1800688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1800689.000000 Penalty: 4554.140625
	Iteration 49Q: 3 clusters Score -1800689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1800687.500000 Penalty: 4554.140625
	Iteration 50Q: 3 clusters Score -1800688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1800694.875000 Penalty: 4554.140625
	Iteration 51Q: 3 clusters Score -1800695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1800697.125000 Penalty: 4554.140625
	Iteration 52Q: 3 clusters Score -1800697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1800697.000000 Penalty: 4554.140625
	Iteration 53Q: 3 clusters Score -1800697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1800700.750000 Penalty: 4554.140625
	Iteration 54Q: 3 clusters Score -1800701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1800700.875000 Penalty: 4554.140625
	Iteration 55Q: 3 clusters Score -1800701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1800702.500000 Penalty: 4554.140625
	Iteration 56Q: 3 clusters Score -1800702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1800705.375000 Penalty: 4554.140625
	Iteration 57Q: 3 clusters Score -1800705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1800704.500000 Penalty: 4554.140625
	Iteration 58Q: 3 clusters Score -1800704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1800708.750000 Penalty: 4554.140625
	Iteration 59Q: 3 clusters Score -1800709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1800708.875000 Penalty: 4554.140625
	Iteration 60F: 3 clusters Score -1800709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1800715.375000 Penalty: 4554.140625
	Iteration 61Q: 3 clusters Score -1800715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1800713.625000 Penalty: 4554.140625
	Iteration 62Q: 3 clusters Score -1800714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1800714.625000 Penalty: 4554.140625
	Iteration 63Q: 3 clusters Score -1800715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1800720.625000 Penalty: 4554.140625
	Iteration 64Q: 3 clusters Score -1800721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1800722.375000 Penalty: 4554.140625
	Iteration 65Q: 3 clusters Score -1800722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1800724.375000 Penalty: 4554.140625
	Iteration 66Q: 3 clusters Score -1800724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1800724.500000 Penalty: 4554.140625
	Iteration 67Q: 3 clusters Score -1800724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1800728.875000 Penalty: 4554.140625
	Iteration 68Q: 3 clusters Score -1800729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1800729.375000 Penalty: 4554.140625
	Iteration 69Q: 3 clusters Score -1800729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1800727.625000 Penalty: 4554.140625
	Iteration 70Q: 3 clusters Score -1800728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1800729.875000 Penalty: 4554.140625
	Iteration 71Q: 3 clusters Score -1800730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1800732.750000 Penalty: 4554.140625
	Iteration 72Q: 3 clusters Score -1800733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1800730.000000 Penalty: 4554.140625
	Iteration 73Q: 3 clusters Score -1800730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1800733.375000 Penalty: 4554.140625
	Iteration 74Q: 3 clusters Score -1800733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1800732.125000 Penalty: 4554.140625
	Iteration 75Q: 3 clusters Score -1800732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1800733.250000 Penalty: 4554.140625
	Iteration 76Q: 3 clusters Score -1800733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1800732.000000 Penalty: 4554.140625
	Iteration 77Q: 3 clusters Score -1800732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1800737.250000 Penalty: 4554.140625
	Iteration 78Q: 3 clusters Score -1800737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1800740.750000 Penalty: 4554.140625
	Iteration 79Q: 3 clusters Score -1800741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1800738.875000 Penalty: 4554.140625
	Iteration 80F: 3 clusters Score -1800739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1800739.250000 Penalty: 4554.140625
	Iteration 81Q: 3 clusters Score -1800739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1800738.000000 Penalty: 4554.140625
	Iteration 82Q: 3 clusters Score -1800738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1800741.875000 Penalty: 4554.140625
	Iteration 83Q: 3 clusters Score -1800742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1800746.250000 Penalty: 4554.140625
	Iteration 84Q: 3 clusters Score -1800746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1800747.125000 Penalty: 4554.140625
	Iteration 85Q: 3 clusters Score -1800747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1800750.875000 Penalty: 4554.140625
	Iteration 86Q: 3 clusters Score -1800751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1800752.250000 Penalty: 4554.140625
	Iteration 87Q: 3 clusters Score -1800752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1800756.125000 Penalty: 4554.140625
	Iteration 88Q: 3 clusters Score -1800756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1800751.875000 Penalty: 4554.140625
	Iteration 89Q: 3 clusters Score -1800752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1800753.250000 Penalty: 4554.140625
	Iteration 90Q: 3 clusters Score -1800753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1800754.500000 Penalty: 4554.140625
	Iteration 91Q: 3 clusters Score -1800754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1800759.250000 Penalty: 4554.140625
	Iteration 92Q: 3 clusters Score -1800759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1800762.625000 Penalty: 4554.140625
	Iteration 93Q: 3 clusters Score -1800763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1800759.500000 Penalty: 4554.140625
	Iteration 94Q: 3 clusters Score -1800760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1800761.625000 Penalty: 4554.140625
	Iteration 95Q: 3 clusters Score -1800762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1800767.250000 Penalty: 4554.140625
	Iteration 96Q: 3 clusters Score -1800767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1800768.000000 Penalty: 4554.140625
	Iteration 97Q: 3 clusters Score -1800768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1800771.375000 Penalty: 4554.140625
	Iteration 98Q: 3 clusters Score -1800771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1800769.125000 Penalty: 4554.140625
	Iteration 99Q: 3 clusters Score -1800769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1800770.750000 Penalty: 4554.140625
	Iteration 100F: 3 clusters Score -1800771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1800770.750000 Penalty: 4554.140625
	Iteration 101Q: 3 clusters Score -1800771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1800775.625000 Penalty: 4554.140625
	Iteration 102Q: 3 clusters Score -1800776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1800777.750000 Penalty: 4554.140625
	Iteration 103Q: 3 clusters Score -1800778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1800777.625000 Penalty: 4554.140625
	Iteration 104Q: 3 clusters Score -1800778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1800780.000000 Penalty: 4554.140625
	Iteration 105Q: 3 clusters Score -1800780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1800777.875000 Penalty: 4554.140625
	Iteration 106Q: 3 clusters Score -1800778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1800777.875000 Penalty: 4554.140625
	Iteration 107F: 3 clusters Score -1800778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (50830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Entering Unmasked Estep 
Score: -9528491.000000 Penalty: 2687.387939
	Iteration 0F: 2 clusters Score -9528491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -9496625.000000 Penalty: 5374.775879
	Iteration 0F: 3 clusters Score -9496625 nChanged 23331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -9509526.000000 Penalty: 5374.775879
	Iteration 1F: 3 clusters Score -9509526 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -9510002.000000 Penalty: 5374.775879
	Iteration 2Q: 3 clusters Score -9510002 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -9510435.000000 Penalty: 5374.775879
	Iteration 3Q: 3 clusters Score -9510435 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -9510841.000000 Penalty: 5374.775879
	Iteration 4Q: 3 clusters Score -9510841 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -9511252 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -9511708 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -9512516.000000 Penalty: 5374.775879
	Iteration 7Q: 3 clusters Score -9512516 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -9513659.000000 Penalty: 5374.775879
	Iteration 8Q: 3 clusters Score -9513659 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -9515583.000000 Penalty: 5374.775879
	Iteration 9F: 3 clusters Score -9515583 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -9518148.000000 Penalty: 5374.775879
	Iteration 10F: 3 clusters Score -9518148 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -9520776.000000 Penalty: 5374.775879
	Iteration 11F: 3 clusters Score -9520776 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -9522414.000000 Penalty: 5374.775879
	Iteration 12F: 3 clusters Score -9522414 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -9523269.000000 Penalty: 5374.775879
	Iteration 13Q: 3 clusters Score -9523269 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9524075 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -9524731.000000 Penalty: 5374.775879
	Iteration 15Q: 3 clusters Score -9524731 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -9525311.000000 Penalty: 5374.775879
	Iteration 16Q: 3 clusters Score -9525311 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -9525750.000000 Penalty: 5374.775879
	Iteration 17Q: 3 clusters Score -9525750 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -9526021.000000 Penalty: 5374.775879
	Iteration 18Q: 3 clusters Score -9526021 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -9526164.000000 Penalty: 5374.775879
	Iteration 19Q: 3 clusters Score -9526164 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -9526256.000000 Penalty: 5374.775879
	Iteration 20F: 3 clusters Score -9526256 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -9526302.000000 Penalty: 5374.775879
	Iteration 21Q: 3 clusters Score -9526302 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -9526355.000000 Penalty: 5374.775879
	Iteration 22Q: 3 clusters Score -9526355 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -9526393.000000 Penalty: 5374.775879
	Iteration 23Q: 3 clusters Score -9526393 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -9526457.000000 Penalty: 5374.775879
	Iteration 24Q: 3 clusters Score -9526457 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -9526465.000000 Penalty: 5374.775879
	Iteration 25Q: 3 clusters Score -9526465 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -9526507.000000 Penalty: 5374.775879
	Iteration 26Q: 3 clusters Score -9526507 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -9526509.000000 Penalty: 5374.775879
	Iteration 27Q: 3 clusters Score -9526509 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -9526559.000000 Penalty: 5374.775879
	Iteration 28Q: 3 clusters Score -9526559 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -9526569.000000 Penalty: 5374.775879
	Iteration 29Q: 3 clusters Score -9526569 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -9526601.000000 Penalty: 5374.775879
	Iteration 30Q: 3 clusters Score -9526601 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -9526656.000000 Penalty: 5374.775879
	Iteration 31Q: 3 clusters Score -9526656 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -9526691.000000 Penalty: 5374.775879
	Iteration 32Q: 3 clusters Score -9526691 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -9526708.000000 Penalty: 5374.775879
	Iteration 33Q: 3 clusters Score -9526708 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -9526725.000000 Penalty: 5374.775879
	Iteration 34Q: 3 clusters Score -9526725 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -9526709.000000 Penalty: 5374.775879
	Iteration 35Q: 3 clusters Score -9526709 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9526765 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -9526738.000000 Penalty: 5374.775879
	Iteration 37Q: 3 clusters Score -9526738 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -9526781.000000 Penalty: 5374.775879
	Iteration 38Q: 3 clusters Score -9526781 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -9526764.000000 Penalty: 5374.775879
	Iteration 39Q: 3 clusters Score -9526764 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -9526774.000000 Penalty: 5374.775879
	Iteration 40F: 3 clusters Score -9526774 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9526764 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -9526802.000000 Penalty: 5374.775879
	Iteration 42Q: 3 clusters Score -9526802 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -9526772.000000 Penalty: 5374.775879
	Iteration 43Q: 3 clusters Score -9526772 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9526758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -9526768.000000 Penalty: 5374.775879
	Iteration 45Q: 3 clusters Score -9526768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -9526732.000000 Penalty: 5374.775879
	Iteration 46Q: 3 clusters Score -9526732 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -9526741.000000 Penalty: 5374.775879
	Iteration 47Q: 3 clusters Score -9526741 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9526711 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -9526713.000000 Penalty: 5374.775879
	Iteration 49Q: 3 clusters Score -9526713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -9526672.000000 Penalty: 5374.775879
	Iteration 50Q: 3 clusters Score -9526672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -9526696.000000 Penalty: 5374.775879
	Iteration 51Q: 3 clusters Score -9526696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -9526689.000000 Penalty: 5374.775879
	Iteration 52Q: 3 clusters Score -9526689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9526711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -9526707.000000 Penalty: 5374.775879
	Iteration 54Q: 3 clusters Score -9526707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -9526722.000000 Penalty: 5374.775879
	Iteration 55Q: 3 clusters Score -9526722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -9526703.000000 Penalty: 5374.775879
	Iteration 56Q: 3 clusters Score -9526703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -9526694.000000 Penalty: 5374.775879
	Iteration 57Q: 3 clusters Score -9526694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9526708 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9526692 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9526692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9526695 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9526692 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9526689 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -9526681.000000 Penalty: 5374.775879
	Iteration 64Q: 3 clusters Score -9526681 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -9526641.000000 Penalty: 5374.775879
	Iteration 65Q: 3 clusters Score -9526641 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9526659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9526649 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9526660 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -9526633.000000 Penalty: 5374.775879
	Iteration 69Q: 3 clusters Score -9526633 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9526644 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9526662 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9526666 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9526645 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9526639 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9526653 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9526654 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9526642 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9526654 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9526664 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9526675 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9526687 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9526695 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9526697 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9526695 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9526694 nChanged 23
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Mstep: Class 1 contains 11950 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9526677 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9526647 nChanged 29
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Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9526658 nChanged 18
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Mstep: Class 1 contains 11870 members 
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	Iteration 89Q: 3 clusters Score -9526675 nChanged 14
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Mstep: Class 1 contains 11856 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9526661 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9526667 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11830 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9526648 nChanged 27
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9526636 nChanged 19
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9526650 nChanged 14
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9526666 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9526663 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9526692 nChanged 37
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Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9526698 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9526678 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9526686 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9526666 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9526659 nChanged 70
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Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9526647 nChanged 43
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Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9526658 nChanged 62
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Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9526651 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9526648 nChanged 113
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Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9526654 nChanged 128
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Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9526651 nChanged 118
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Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9526657 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9526679 nChanged 90
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Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9526669 nChanged 124
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Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9526679 nChanged 126
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Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9526700 nChanged 136
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Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9526671 nChanged 134
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Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9526679 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9526720 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9526709 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9526700 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9526721 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9526727 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9526766 nChanged 132
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Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9526775 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9526764 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9526755 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9526739 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9526686 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9526712 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9526720 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -9526722.000000 Penalty: 5374.775879
	Iteration 129Q: 3 clusters Score -9526722 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -9526724.000000 Penalty: 5374.775879
	Iteration 130Q: 3 clusters Score -9526724 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -9526723.000000 Penalty: 5374.775879
	Iteration 131Q: 3 clusters Score -9526723 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -9526715.000000 Penalty: 5374.775879
	Iteration 132Q: 3 clusters Score -9526715 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9526763 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9526791 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -9526785.000000 Penalty: 5374.775879
	Iteration 135Q: 3 clusters Score -9526785 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -9526790.000000 Penalty: 5374.775879
	Iteration 136Q: 3 clusters Score -9526790 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -9526821.000000 Penalty: 5374.775879
	Iteration 137Q: 3 clusters Score -9526821 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -9526841.000000 Penalty: 5374.775879
	Iteration 138Q: 3 clusters Score -9526841 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -9526874.000000 Penalty: 5374.775879
	Iteration 139Q: 3 clusters Score -9526874 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -9526911.000000 Penalty: 5374.775879
	Iteration 140F: 3 clusters Score -9526911 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -9526907.000000 Penalty: 5374.775879
	Iteration 141Q: 3 clusters Score -9526907 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -9526905.000000 Penalty: 5374.775879
	Iteration 142Q: 3 clusters Score -9526905 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -9526944.000000 Penalty: 5374.775879
	Iteration 143Q: 3 clusters Score -9526944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -9526937.000000 Penalty: 5374.775879
	Iteration 144Q: 3 clusters Score -9526937 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -9526933.000000 Penalty: 5374.775879
	Iteration 145Q: 3 clusters Score -9526933 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -9526918.000000 Penalty: 5374.775879
	Iteration 146Q: 3 clusters Score -9526918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -9526930.000000 Penalty: 5374.775879
	Iteration 147Q: 3 clusters Score -9526930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9526930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -9526934.000000 Penalty: 5374.775879
	Iteration 149Q: 3 clusters Score -9526934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -9526921.000000 Penalty: 5374.775879
	Iteration 150Q: 3 clusters Score -9526921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -9526925.000000 Penalty: 5374.775879
	Iteration 151Q: 3 clusters Score -9526925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -9526931.000000 Penalty: 5374.775879
	Iteration 152Q: 3 clusters Score -9526931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -9526920.000000 Penalty: 5374.775879
	Iteration 153Q: 3 clusters Score -9526920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9526921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9526921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -9526892.000000 Penalty: 5374.775879
	Iteration 156Q: 3 clusters Score -9526892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -9526902.000000 Penalty: 5374.775879
	Iteration 157Q: 3 clusters Score -9526902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9526921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -9526911.000000 Penalty: 5374.775879
	Iteration 159Q: 3 clusters Score -9526911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -9526912.000000 Penalty: 5374.775879
	Iteration 160F: 3 clusters Score -9526912 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -9526915.000000 Penalty: 5374.775879
	Iteration 161Q: 3 clusters Score -9526915 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9526920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -9526916.000000 Penalty: 5374.775879
	Iteration 163Q: 3 clusters Score -9526916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -9526913.000000 Penalty: 5374.775879
	Iteration 164Q: 3 clusters Score -9526913 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -9526914.000000 Penalty: 5374.775879
	Iteration 165Q: 3 clusters Score -9526914 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -9526909.000000 Penalty: 5374.775879
	Iteration 166Q: 3 clusters Score -9526909 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9526907 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9526916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9526913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -9526908.000000 Penalty: 5374.775879
	Iteration 170Q: 3 clusters Score -9526908 nChanged 3
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Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9526899 nChanged 9
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Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9526903 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9526901 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9526896.000000 Penalty: 5374.775879
	Iteration 174Q: 3 clusters Score -9526896 nChanged 3
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Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9526899 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9526903 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9526902 nChanged 2
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Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9526898 nChanged 0
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Entering Unmasked Estep 
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	Iteration 179F: 3 clusters Score -9526898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48635 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12095 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54662 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40951 members 
Mstep: Class 12 contains 27366 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52357 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20825 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50176 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51177 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48503 members 
Mstep: Class 24 contains 49961 members 
Mstep: Class 25 contains 23702 members 
Mstep: Class 26 contains 40177 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183824.000000 Penalty: 92417.976562
Iteration 439Q: 29 clusters Score -1.101838e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48633 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12097 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54658 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40951 members 
Mstep: Class 12 contains 27366 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52359 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51174 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48505 members 
Mstep: Class 24 contains 49959 members 
Mstep: Class 25 contains 23705 members 
Mstep: Class 26 contains 40178 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183752.000000 Penalty: 92417.976562
Iteration 440F: 29 clusters Score -1.101838e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48630 members 
Mstep: Class 3 contains 786 members 
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Mstep: Class 6 contains 54654 members 
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Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 27365 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52360 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50180 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51176 members 
Mstep: Class 21 contains 5059 members 
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Mstep: Class 23 contains 48510 members 
Mstep: Class 24 contains 49964 members 
Mstep: Class 25 contains 23707 members 
Mstep: Class 26 contains 40176 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183784.000000 Penalty: 92417.976562
Iteration 441Q: 29 clusters Score -1.101838e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48628 members 
Mstep: Class 3 contains 786 members 
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Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54655 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4168 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40943 members 
Mstep: Class 12 contains 27365 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52358 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51178 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48518 members 
Mstep: Class 24 contains 49964 members 
Mstep: Class 25 contains 23708 members 
Mstep: Class 26 contains 40175 members 
Mstep: Class 27 contains 9716 members 
Mstep: Class 28 contains 50824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183888.000000 Penalty: 92417.976562
Iteration 442Q: 29 clusters Score -1.101839e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48629 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54655 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40942 members 
Mstep: Class 12 contains 27365 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52358 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50177 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51178 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48520 members 
Mstep: Class 24 contains 49965 members 
Mstep: Class 25 contains 23708 members 
Mstep: Class 26 contains 40176 members 
Mstep: Class 27 contains 9716 members 
Mstep: Class 28 contains 50823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183856.000000 Penalty: 92417.976562
Iteration 443Q: 29 clusters Score -1.101839e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48632 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54656 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40938 members 
Mstep: Class 12 contains 27365 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52347 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20823 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51178 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48524 members 
Mstep: Class 24 contains 49964 members 
Mstep: Class 25 contains 23708 members 
Mstep: Class 26 contains 40178 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183864.000000 Penalty: 92417.976562
Iteration 444Q: 29 clusters Score -1.101839e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48638 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54653 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40932 members 
Mstep: Class 12 contains 27365 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52338 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20823 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50177 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51178 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48526 members 
Mstep: Class 24 contains 49965 members 
Mstep: Class 25 contains 23715 members 
Mstep: Class 26 contains 40177 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183816.000000 Penalty: 92417.976562
Iteration 445Q: 29 clusters Score -1.101838e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48638 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54652 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52337 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20823 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51179 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48528 members 
Mstep: Class 24 contains 49964 members 
Mstep: Class 25 contains 23719 members 
Mstep: Class 26 contains 40175 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183792.000000 Penalty: 92417.976562
Iteration 446Q: 29 clusters Score -1.101838e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48636 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54651 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40927 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52338 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20823 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50176 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51180 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48531 members 
Mstep: Class 24 contains 49965 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40172 members 
Mstep: Class 27 contains 9716 members 
Mstep: Class 28 contains 50832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183744.000000 Penalty: 92417.976562
Iteration 447Q: 29 clusters Score -1.101837e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48636 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54652 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40926 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52340 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20823 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50174 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51179 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48532 members 
Mstep: Class 24 contains 49965 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40171 members 
Mstep: Class 27 contains 9716 members 
Mstep: Class 28 contains 50833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183752.000000 Penalty: 92417.976562
Iteration 448Q: 29 clusters Score -1.101838e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48638 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54652 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40922 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52341 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20823 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50174 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51181 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48531 members 
Mstep: Class 24 contains 49964 members 
Mstep: Class 25 contains 23723 members 
Mstep: Class 26 contains 40170 members 
Mstep: Class 27 contains 9716 members 
Mstep: Class 28 contains 50837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183720.000000 Penalty: 92417.976562
Iteration 449Q: 29 clusters Score -1.101837e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48639 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12099 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54653 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40921 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52343 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50174 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51177 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48531 members 
Mstep: Class 24 contains 49963 members 
Mstep: Class 25 contains 23723 members 
Mstep: Class 26 contains 40167 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183720.000000 Penalty: 92417.976562
Iteration 450Q: 29 clusters Score -1.101837e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48638 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12099 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40921 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52343 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50175 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51178 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48530 members 
Mstep: Class 24 contains 49962 members 
Mstep: Class 25 contains 23727 members 
Mstep: Class 26 contains 40164 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183664.000000 Penalty: 92417.976562
Iteration 451Q: 29 clusters Score -1.101837e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48638 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54653 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40921 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52345 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50174 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51179 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48529 members 
Mstep: Class 24 contains 49961 members 
Mstep: Class 25 contains 23728 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183672.000000 Penalty: 92417.976562
Iteration 452Q: 29 clusters Score -1.101837e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48639 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40921 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52348 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50174 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51177 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48529 members 
Mstep: Class 24 contains 49959 members 
Mstep: Class 25 contains 23726 members 
Mstep: Class 26 contains 40164 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183672.000000 Penalty: 92417.976562
Iteration 453Q: 29 clusters Score -1.101837e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48638 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40922 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52350 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20826 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50175 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51175 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48527 members 
Mstep: Class 24 contains 49959 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40164 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183640.000000 Penalty: 92417.976562
Iteration 454Q: 29 clusters Score -1.101836e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48639 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40921 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52348 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50175 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51172 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48531 members 
Mstep: Class 24 contains 49958 members 
Mstep: Class 25 contains 23723 members 
Mstep: Class 26 contains 40164 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183680.000000 Penalty: 92417.976562
Iteration 455Q: 29 clusters Score -1.101837e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48640 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54656 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40918 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52349 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51170 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48530 members 
Mstep: Class 24 contains 49958 members 
Mstep: Class 25 contains 23722 members 
Mstep: Class 26 contains 40164 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183672.000000 Penalty: 92417.976562
Iteration 456Q: 29 clusters Score -1.101837e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48643 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40916 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52350 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50177 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51168 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48529 members 
Mstep: Class 24 contains 49961 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183688.000000 Penalty: 92417.976562
Iteration 457Q: 29 clusters Score -1.101837e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48644 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40914 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52350 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51169 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48529 members 
Mstep: Class 24 contains 49960 members 
Mstep: Class 25 contains 23723 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183720.000000 Penalty: 92417.976562
Iteration 458Q: 29 clusters Score -1.101837e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48644 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54653 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40913 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52352 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51170 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48529 members 
Mstep: Class 24 contains 49957 members 
Mstep: Class 25 contains 23723 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 50845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183680.000000 Penalty: 92417.976562
Iteration 459Q: 29 clusters Score -1.101837e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48645 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 40911 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52352 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51172 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48528 members 
Mstep: Class 24 contains 49956 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183704.000000 Penalty: 92417.976562
Iteration 460F: 29 clusters Score -1.101837e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48648 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40910 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52352 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51172 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48527 members 
Mstep: Class 24 contains 49956 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183704.000000 Penalty: 92417.976562
Iteration 461Q: 29 clusters Score -1.101837e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48649 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40910 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52353 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51173 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48524 members 
Mstep: Class 24 contains 49956 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183688.000000 Penalty: 92417.976562
Iteration 462Q: 29 clusters Score -1.101837e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48649 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40910 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52354 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50179 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51173 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48523 members 
Mstep: Class 24 contains 49955 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183704.000000 Penalty: 92417.976562
Iteration 463Q: 29 clusters Score -1.101837e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48649 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40911 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52354 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50179 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51173 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48522 members 
Mstep: Class 24 contains 49955 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183720.000000 Penalty: 92417.976562
Iteration 464Q: 29 clusters Score -1.101837e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48649 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40910 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52354 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50179 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51173 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48523 members 
Mstep: Class 24 contains 49955 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183736.000000 Penalty: 92417.976562
Iteration 465Q: 29 clusters Score -1.101837e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48649 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40910 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52354 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51173 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48524 members 
Mstep: Class 24 contains 49955 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183736.000000 Penalty: 92417.976562
Iteration 466Q: 29 clusters Score -1.101837e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48649 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40910 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52354 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51173 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48524 members 
Mstep: Class 24 contains 49955 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183736.000000 Penalty: 92417.976562
Iteration 467F: 29 clusters Score -1.101837e+08 nChanged 0
Entering ConstructFrom: 
Score: -110183736.000000 Penalty: 92417.976562
Entering ConstructFrom: 
Trying to split cluster 1 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -104592.625000 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -104592.6 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 317 members 
Entering Unmasked Estep 
Score: -102976.820312 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -102976.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103263.070312 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -103263.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -103421.804688 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -103421.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103514.734375 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -103514.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -103568.125000 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -103568.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103603.765625 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -103603.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -103641.890625 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -103641.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -103674.164062 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -103674.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -103705.632812 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -103705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -103716.648438 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -103716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -103723.875000 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -103723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -103731.625000 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -103731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -103740.835938 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -103740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -103744.812500 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -103744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -103753.382812 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -103753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -103761.367188 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -103761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -103763.625000 Penalty: 3177.812500
	Iteration 16Q: 3 clusters Score -103763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -103765.734375 Penalty: 3177.812500
	Iteration 17Q: 3 clusters Score -103765.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -103765.734375 Penalty: 3177.812500
	Iteration 18F: 3 clusters Score -103765.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Entering Unmasked Estep 
Score: -9100816.000000 Penalty: 2676.511963
	Iteration 0F: 2 clusters Score -9100816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -9069475.000000 Penalty: 5353.023926
	Iteration 0F: 3 clusters Score -9069475 nChanged 22482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -9081861.000000 Penalty: 5353.023926
	Iteration 1F: 3 clusters Score -9081861 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -9082320.000000 Penalty: 5353.023926
	Iteration 2Q: 3 clusters Score -9082320 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -9082738.000000 Penalty: 5353.023926
	Iteration 3Q: 3 clusters Score -9082738 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -9083211.000000 Penalty: 5353.023926
	Iteration 4Q: 3 clusters Score -9083211 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -9083816.000000 Penalty: 5353.023926
	Iteration 5Q: 3 clusters Score -9083816 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -9084613.000000 Penalty: 5353.023926
	Iteration 6Q: 3 clusters Score -9084613 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -9085877.000000 Penalty: 5353.023926
	Iteration 7F: 3 clusters Score -9085877 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -9087819.000000 Penalty: 5353.023926
	Iteration 8F: 3 clusters Score -9087819 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -9090492.000000 Penalty: 5353.023926
	Iteration 9F: 3 clusters Score -9090492 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -9093377.000000 Penalty: 5353.023926
	Iteration 10F: 3 clusters Score -9093377 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -9095963.000000 Penalty: 5353.023926
	Iteration 11F: 3 clusters Score -9095963 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -9097552.000000 Penalty: 5353.023926
	Iteration 12Q: 3 clusters Score -9097552 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -9098132.000000 Penalty: 5353.023926
	Iteration 13Q: 3 clusters Score -9098132 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -9098355.000000 Penalty: 5353.023926
	Iteration 14Q: 3 clusters Score -9098355 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -9098444.000000 Penalty: 5353.023926
	Iteration 15Q: 3 clusters Score -9098444 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -9098502.000000 Penalty: 5353.023926
	Iteration 16Q: 3 clusters Score -9098502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -9098535.000000 Penalty: 5353.023926
	Iteration 17Q: 3 clusters Score -9098535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -9098563.000000 Penalty: 5353.023926
	Iteration 18Q: 3 clusters Score -9098563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -9098584.000000 Penalty: 5353.023926
	Iteration 19Q: 3 clusters Score -9098584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -9098583.000000 Penalty: 5353.023926
	Iteration 20F: 3 clusters Score -9098583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -9098593.000000 Penalty: 5353.023926
	Iteration 21Q: 3 clusters Score -9098593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -9098601.000000 Penalty: 5353.023926
	Iteration 22Q: 3 clusters Score -9098601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -9098614.000000 Penalty: 5353.023926
	Iteration 23Q: 3 clusters Score -9098614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -9098626.000000 Penalty: 5353.023926
	Iteration 24Q: 3 clusters Score -9098626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -9098622.000000 Penalty: 5353.023926
	Iteration 25Q: 3 clusters Score -9098622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -9098618.000000 Penalty: 5353.023926
	Iteration 26Q: 3 clusters Score -9098618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -9098627.000000 Penalty: 5353.023926
	Iteration 27Q: 3 clusters Score -9098627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -9098622.000000 Penalty: 5353.023926
	Iteration 28Q: 3 clusters Score -9098622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -9098620.000000 Penalty: 5353.023926
	Iteration 29Q: 3 clusters Score -9098620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -9098620.000000 Penalty: 5353.023926
	Iteration 30F: 3 clusters Score -9098620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -91802.023438 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -91802.02 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 414 members 
Entering Unmasked Estep 
Score: -90270.109375 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -90270.11 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90932.906250 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -90932.91 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -91331.828125 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -91331.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -91603.968750 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -91603.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -91787.320312 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -91787.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -91870.414062 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -91870.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92005.070312 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -92005.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92115.210938 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -92115.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92142.015625 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -92142.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92156.320312 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -92156.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92172.945312 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -92172.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92197.320312 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -92197.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92225.335938 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -92225.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92229.921875 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -92229.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92245.562500 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -92245.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -92254.789062 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -92254.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92265.460938 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -92265.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92269.523438 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -92269.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92272.039062 Penalty: 3306.810547
	Iteration 18F: 3 clusters Score -92272.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92276.085938 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -92276.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92277.335938 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -92277.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48649 members 
Mstep: Class 3 contains 335 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40910 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52354 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51173 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 48524 members 
Mstep: Class 24 contains 49955 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50843 members 
Mstep: Class 29 contains 451 members 
Entering Unmasked Estep 
Score: -110182552.000000 Penalty: 95718.617188
Splitting cluster 3 changes total score from -110183736.000000 to -110182552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Entering Unmasked Estep 
Score: -2231231.750000 Penalty: 2331.397217
	Iteration 0F: 2 clusters Score -2231232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2222300.250000 Penalty: 4662.794434
	Iteration 0F: 3 clusters Score -2222300 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2224974.500000 Penalty: 4662.794434
	Iteration 1F: 3 clusters Score -2224974 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2225259.000000 Penalty: 4662.794434
	Iteration 2F: 3 clusters Score -2225259 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2225460.750000 Penalty: 4662.794434
	Iteration 3Q: 3 clusters Score -2225461 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2225629.250000 Penalty: 4662.794434
	Iteration 4Q: 3 clusters Score -2225629 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2225787.500000 Penalty: 4662.794434
	Iteration 5Q: 3 clusters Score -2225788 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2225938.250000 Penalty: 4662.794434
	Iteration 6Q: 3 clusters Score -2225938 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2226115.250000 Penalty: 4662.794434
	Iteration 7Q: 3 clusters Score -2226115 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2226352.000000 Penalty: 4662.794434
	Iteration 8Q: 3 clusters Score -2226352 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2226656.000000 Penalty: 4662.794434
	Iteration 9Q: 3 clusters Score -2226656 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2227072.250000 Penalty: 4662.794434
	Iteration 10Q: 3 clusters Score -2227072 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2227548.250000 Penalty: 4662.794434
	Iteration 11F: 3 clusters Score -2227548 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2227985.250000 Penalty: 4662.794434
	Iteration 12Q: 3 clusters Score -2227985 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2228386.500000 Penalty: 4662.794434
	Iteration 13Q: 3 clusters Score -2228386 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2228694.750000 Penalty: 4662.794434
	Iteration 14Q: 3 clusters Score -2228695 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2228905.000000 Penalty: 4662.794434
	Iteration 15Q: 3 clusters Score -2228905 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2229023.500000 Penalty: 4662.794434
	Iteration 16Q: 3 clusters Score -2229024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2229091.250000 Penalty: 4662.794434
	Iteration 17Q: 3 clusters Score -2229091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2229136.750000 Penalty: 4662.794434
	Iteration 18Q: 3 clusters Score -2229137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2229160.250000 Penalty: 4662.794434
	Iteration 19Q: 3 clusters Score -2229160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2229171.500000 Penalty: 4662.794434
	Iteration 20F: 3 clusters Score -2229172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2229179.250000 Penalty: 4662.794434
	Iteration 21Q: 3 clusters Score -2229179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2229194.750000 Penalty: 4662.794434
	Iteration 22Q: 3 clusters Score -2229195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2229210.000000 Penalty: 4662.794434
	Iteration 23Q: 3 clusters Score -2229210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2229215.500000 Penalty: 4662.794434
	Iteration 24Q: 3 clusters Score -2229216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2229218.750000 Penalty: 4662.794434
	Iteration 25Q: 3 clusters Score -2229219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2229218.750000 Penalty: 4662.794434
	Iteration 26Q: 3 clusters Score -2229219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2229222.000000 Penalty: 4662.794434
	Iteration 27Q: 3 clusters Score -2229222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2229219.750000 Penalty: 4662.794434
	Iteration 28Q: 3 clusters Score -2229220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2229219.750000 Penalty: 4662.794434
	Iteration 29F: 3 clusters Score -2229220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -70720.953125 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -70720.95 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 173 members 
Entering Unmasked Estep 
Score: -69491.093750 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -69491.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -69723.539062 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -69723.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -69819.867188 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -69819.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -69907.718750 Penalty: 2876.350098
	Iteration 3F: 3 clusters Score -69907.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -70014.179688 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -70014.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -70060.343750 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -70060.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -70116.890625 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -70116.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -70122.992188 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -70122.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -70155.289062 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -70155.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -70194.234375 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -70194.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -70218.382812 Penalty: 2876.350098
	Iteration 10Q: 3 clusters Score -70218.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -70232.460938 Penalty: 2876.350098
	Iteration 11Q: 3 clusters Score -70232.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -70232.460938 Penalty: 2876.350098
	Iteration 12F: 3 clusters Score -70232.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Entering Unmasked Estep 
Score: -10197820.000000 Penalty: 2705.376709
	Iteration 0F: 2 clusters Score -1.019782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -10164504.000000 Penalty: 5410.753418
	Iteration 0F: 3 clusters Score -1.01645e+07 nChanged 25374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -10178609.000000 Penalty: 5410.753418
	Iteration 1F: 3 clusters Score -1.017861e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -10179102.000000 Penalty: 5410.753418
	Iteration 2Q: 3 clusters Score -1.01791e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -10179521.000000 Penalty: 5410.753418
	Iteration 3Q: 3 clusters Score -1.017952e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -10179914.000000 Penalty: 5410.753418
	Iteration 4Q: 3 clusters Score -1.017991e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -10180305.000000 Penalty: 5410.753418
	Iteration 5Q: 3 clusters Score -1.01803e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -10180724.000000 Penalty: 5410.753418
	Iteration 6Q: 3 clusters Score -1.018072e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -10181248.000000 Penalty: 5410.753418
	Iteration 7Q: 3 clusters Score -1.018125e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -10181776.000000 Penalty: 5410.753418
	Iteration 8Q: 3 clusters Score -1.018178e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -10182641.000000 Penalty: 5410.753418
	Iteration 9Q: 3 clusters Score -1.018264e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -10184000.000000 Penalty: 5410.753418
	Iteration 10Q: 3 clusters Score -1.0184e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -10185844.000000 Penalty: 5410.753418
	Iteration 11Q: 3 clusters Score -1.018584e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -10187755.000000 Penalty: 5410.753418
	Iteration 12F: 3 clusters Score -1.018776e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -10189080.000000 Penalty: 5410.753418
	Iteration 13Q: 3 clusters Score -1.018908e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -10189631.000000 Penalty: 5410.753418
	Iteration 14Q: 3 clusters Score -1.018963e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -10189867.000000 Penalty: 5410.753418
	Iteration 15Q: 3 clusters Score -1.018987e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -10190043.000000 Penalty: 5410.753418
	Iteration 16Q: 3 clusters Score -1.019004e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -10190193.000000 Penalty: 5410.753418
	Iteration 17Q: 3 clusters Score -1.019019e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -10190360.000000 Penalty: 5410.753418
	Iteration 18Q: 3 clusters Score -1.019036e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -10190518.000000 Penalty: 5410.753418
	Iteration 19Q: 3 clusters Score -1.019052e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -10190708.000000 Penalty: 5410.753418
	Iteration 20F: 3 clusters Score -1.019071e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -10190907.000000 Penalty: 5410.753418
	Iteration 21Q: 3 clusters Score -1.019091e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -10191105.000000 Penalty: 5410.753418
	Iteration 22Q: 3 clusters Score -1.01911e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -10191328.000000 Penalty: 5410.753418
	Iteration 23Q: 3 clusters Score -1.019133e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -10191606.000000 Penalty: 5410.753418
	Iteration 24Q: 3 clusters Score -1.019161e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -10191894.000000 Penalty: 5410.753418
	Iteration 25Q: 3 clusters Score -1.019189e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -10192288.000000 Penalty: 5410.753418
	Iteration 26Q: 3 clusters Score -1.019229e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -10192680.000000 Penalty: 5410.753418
	Iteration 27Q: 3 clusters Score -1.019268e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -10193250.000000 Penalty: 5410.753418
	Iteration 28Q: 3 clusters Score -1.019325e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -10193760.000000 Penalty: 5410.753418
	Iteration 29Q: 3 clusters Score -1.019376e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -10194314.000000 Penalty: 5410.753418
	Iteration 30Q: 3 clusters Score -1.019431e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -10194710.000000 Penalty: 5410.753418
	Iteration 31Q: 3 clusters Score -1.019471e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -10195051.000000 Penalty: 5410.753418
	Iteration 32Q: 3 clusters Score -1.019505e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -10195293.000000 Penalty: 5410.753418
	Iteration 33Q: 3 clusters Score -1.019529e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -10195490.000000 Penalty: 5410.753418
	Iteration 34Q: 3 clusters Score -1.019549e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -10195632.000000 Penalty: 5410.753418
	Iteration 35Q: 3 clusters Score -1.019563e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -10195743.000000 Penalty: 5410.753418
	Iteration 36Q: 3 clusters Score -1.019574e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -10195810.000000 Penalty: 5410.753418
	Iteration 37Q: 3 clusters Score -1.019581e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -10195857.000000 Penalty: 5410.753418
	Iteration 38Q: 3 clusters Score -1.019586e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -10195907.000000 Penalty: 5410.753418
	Iteration 39Q: 3 clusters Score -1.019591e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -10195975.000000 Penalty: 5410.753418
	Iteration 40F: 3 clusters Score -1.019598e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -10196006.000000 Penalty: 5410.753418
	Iteration 41Q: 3 clusters Score -1.019601e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -10195996.000000 Penalty: 5410.753418
	Iteration 42Q: 3 clusters Score -1.0196e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -10195970.000000 Penalty: 5410.753418
	Iteration 43Q: 3 clusters Score -1.019597e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -10195888.000000 Penalty: 5410.753418
	Iteration 44Q: 3 clusters Score -1.019589e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -10195799.000000 Penalty: 5410.753418
	Iteration 45Q: 3 clusters Score -1.01958e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -10195695.000000 Penalty: 5410.753418
	Iteration 46Q: 3 clusters Score -1.01957e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -10195642.000000 Penalty: 5410.753418
	Iteration 47Q: 3 clusters Score -1.019564e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -10195598.000000 Penalty: 5410.753418
	Iteration 48Q: 3 clusters Score -1.01956e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -10195575.000000 Penalty: 5410.753418
	Iteration 49Q: 3 clusters Score -1.019558e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -10195577.000000 Penalty: 5410.753418
	Iteration 50Q: 3 clusters Score -1.019558e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -10195550.000000 Penalty: 5410.753418
	Iteration 51Q: 3 clusters Score -1.019555e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -10195566.000000 Penalty: 5410.753418
	Iteration 52Q: 3 clusters Score -1.019557e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -10195585.000000 Penalty: 5410.753418
	Iteration 53Q: 3 clusters Score -1.019558e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -10195633.000000 Penalty: 5410.753418
	Iteration 54Q: 3 clusters Score -1.019563e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -10195664.000000 Penalty: 5410.753418
	Iteration 55Q: 3 clusters Score -1.019566e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10195686.000000 Penalty: 5410.753418
	Iteration 56Q: 3 clusters Score -1.019569e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -10195698.000000 Penalty: 5410.753418
	Iteration 57Q: 3 clusters Score -1.01957e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10195693.000000 Penalty: 5410.753418
	Iteration 58Q: 3 clusters Score -1.019569e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10195714.000000 Penalty: 5410.753418
	Iteration 59Q: 3 clusters Score -1.019571e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10195734.000000 Penalty: 5410.753418
	Iteration 60F: 3 clusters Score -1.019573e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10195741.000000 Penalty: 5410.753418
	Iteration 61Q: 3 clusters Score -1.019574e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10195774.000000 Penalty: 5410.753418
	Iteration 62Q: 3 clusters Score -1.019577e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10195759.000000 Penalty: 5410.753418
	Iteration 63Q: 3 clusters Score -1.019576e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10195775.000000 Penalty: 5410.753418
	Iteration 64Q: 3 clusters Score -1.019578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10195766.000000 Penalty: 5410.753418
	Iteration 65Q: 3 clusters Score -1.019577e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10195785.000000 Penalty: 5410.753418
	Iteration 66Q: 3 clusters Score -1.019578e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10195781.000000 Penalty: 5410.753418
	Iteration 67Q: 3 clusters Score -1.019578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10195793.000000 Penalty: 5410.753418
	Iteration 68Q: 3 clusters Score -1.019579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10195784.000000 Penalty: 5410.753418
	Iteration 69Q: 3 clusters Score -1.019578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10195782.000000 Penalty: 5410.753418
	Iteration 70Q: 3 clusters Score -1.019578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10195788.000000 Penalty: 5410.753418
	Iteration 71Q: 3 clusters Score -1.019579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10195786.000000 Penalty: 5410.753418
	Iteration 72Q: 3 clusters Score -1.019579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10195785.000000 Penalty: 5410.753418
	Iteration 73Q: 3 clusters Score -1.019578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10195787.000000 Penalty: 5410.753418
	Iteration 74Q: 3 clusters Score -1.019579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10195784.000000 Penalty: 5410.753418
	Iteration 75Q: 3 clusters Score -1.019578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10195780.000000 Penalty: 5410.753418
	Iteration 76Q: 3 clusters Score -1.019578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10195776.000000 Penalty: 5410.753418
	Iteration 77Q: 3 clusters Score -1.019578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10195778.000000 Penalty: 5410.753418
	Iteration 78Q: 3 clusters Score -1.019578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10195785.000000 Penalty: 5410.753418
	Iteration 79Q: 3 clusters Score -1.019578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10195785.000000 Penalty: 5410.753418
	Iteration 80F: 3 clusters Score -1.019578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -378073.718750 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -378073.7 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 1147 members 
Entering Unmasked Estep 
Score: -375337.437500 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -375337.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -375918.718750 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -375918.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -376161.718750 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -376161.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -376334.656250 Penalty: 3821.586670
	Iteration 3F: 3 clusters Score -376334.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -376569.781250 Penalty: 3821.586670
	Iteration 4F: 3 clusters Score -376569.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -376874.593750 Penalty: 3821.586670
	Iteration 5F: 3 clusters Score -376874.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -377220.406250 Penalty: 3821.586670
	Iteration 6F: 3 clusters Score -377220.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -377510.125000 Penalty: 3821.586670
	Iteration 7F: 3 clusters Score -377510.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -377655.593750 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -377655.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -377737.000000 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -377737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -377776.906250 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -377776.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -377797.031250 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -377797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -377807.343750 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -377807.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -377817.593750 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -377817.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -377822.156250 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -377822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -377822.156250 Penalty: 3821.586670
	Iteration 15F: 3 clusters Score -377822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -39345.691406 Penalty: 1379.049072
	Iteration 0F: 2 clusters Score -39345.69 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 129 members 
Entering Unmasked Estep 
Score: -38378.882812 Penalty: 2758.098145
	Iteration 0F: 3 clusters Score -38378.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38741.570312 Penalty: 2758.098145
	Iteration 1F: 3 clusters Score -38741.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38883.218750 Penalty: 2758.098145
	Iteration 2F: 3 clusters Score -38883.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38960.289062 Penalty: 2758.098145
	Iteration 3Q: 3 clusters Score -38960.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38975.617188 Penalty: 2758.098145
	Iteration 4Q: 3 clusters Score -38975.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38984.097656 Penalty: 2758.098145
	Iteration 5Q: 3 clusters Score -38984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38992.847656 Penalty: 2758.098145
	Iteration 6Q: 3 clusters Score -38992.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38994.781250 Penalty: 2758.098145
	Iteration 7Q: 3 clusters Score -38994.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38995.980469 Penalty: 2758.098145
	Iteration 8Q: 3 clusters Score -38995.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38995.980469 Penalty: 2758.098145
	Iteration 9F: 3 clusters Score -38995.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Entering Unmasked Estep 
Score: -786634.062500 Penalty: 2066.889404
	Iteration 0F: 2 clusters Score -786634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -782587.250000 Penalty: 4133.778809
	Iteration 0F: 3 clusters Score -782587.2 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -783478.062500 Penalty: 4133.778809
	Iteration 1F: 3 clusters Score -783478.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -783648.312500 Penalty: 4133.778809
	Iteration 2F: 3 clusters Score -783648.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -783750.937500 Penalty: 4133.778809
	Iteration 3Q: 3 clusters Score -783750.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -783820.250000 Penalty: 4133.778809
	Iteration 4Q: 3 clusters Score -783820.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -783866.500000 Penalty: 4133.778809
	Iteration 5Q: 3 clusters Score -783866.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -783898.437500 Penalty: 4133.778809
	Iteration 6Q: 3 clusters Score -783898.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -783923.937500 Penalty: 4133.778809
	Iteration 7Q: 3 clusters Score -783923.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -783951.187500 Penalty: 4133.778809
	Iteration 8Q: 3 clusters Score -783951.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -783974.875000 Penalty: 4133.778809
	Iteration 9Q: 3 clusters Score -783974.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -783988.875000 Penalty: 4133.778809
	Iteration 10Q: 3 clusters Score -783988.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -784001.937500 Penalty: 4133.778809
	Iteration 11Q: 3 clusters Score -784001.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -784017.625000 Penalty: 4133.778809
	Iteration 12Q: 3 clusters Score -784017.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -784033.500000 Penalty: 4133.778809
	Iteration 13Q: 3 clusters Score -784033.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -784051.375000 Penalty: 4133.778809
	Iteration 14Q: 3 clusters Score -784051.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -784064.750000 Penalty: 4133.778809
	Iteration 15Q: 3 clusters Score -784064.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -784081.750000 Penalty: 4133.778809
	Iteration 16Q: 3 clusters Score -784081.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -784096.250000 Penalty: 4133.778809
	Iteration 17Q: 3 clusters Score -784096.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -784106.000000 Penalty: 4133.778809
	Iteration 18Q: 3 clusters Score -784106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -784120.000000 Penalty: 4133.778809
	Iteration 19Q: 3 clusters Score -784120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -784129.625000 Penalty: 4133.778809
	Iteration 20F: 3 clusters Score -784129.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -784142.062500 Penalty: 4133.778809
	Iteration 21Q: 3 clusters Score -784142.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -784159.500000 Penalty: 4133.778809
	Iteration 22Q: 3 clusters Score -784159.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -784179.187500 Penalty: 4133.778809
	Iteration 23Q: 3 clusters Score -784179.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -784199.062500 Penalty: 4133.778809
	Iteration 24Q: 3 clusters Score -784199.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -784220.937500 Penalty: 4133.778809
	Iteration 25Q: 3 clusters Score -784220.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -784240.187500 Penalty: 4133.778809
	Iteration 26Q: 3 clusters Score -784240.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -784254.937500 Penalty: 4133.778809
	Iteration 27Q: 3 clusters Score -784254.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -784270.250000 Penalty: 4133.778809
	Iteration 28Q: 3 clusters Score -784270.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -784291.937500 Penalty: 4133.778809
	Iteration 29Q: 3 clusters Score -784291.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -784310.875000 Penalty: 4133.778809
	Iteration 30Q: 3 clusters Score -784310.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -784326.125000 Penalty: 4133.778809
	Iteration 31Q: 3 clusters Score -784326.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -784339.062500 Penalty: 4133.778809
	Iteration 32Q: 3 clusters Score -784339.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -784355.000000 Penalty: 4133.778809
	Iteration 33Q: 3 clusters Score -784355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -784372.750000 Penalty: 4133.778809
	Iteration 34Q: 3 clusters Score -784372.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -784394.250000 Penalty: 4133.778809
	Iteration 35Q: 3 clusters Score -784394.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -784420.000000 Penalty: 4133.778809
	Iteration 36Q: 3 clusters Score -784420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -784441.875000 Penalty: 4133.778809
	Iteration 37Q: 3 clusters Score -784441.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -784466.125000 Penalty: 4133.778809
	Iteration 38Q: 3 clusters Score -784466.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -784494.562500 Penalty: 4133.778809
	Iteration 39Q: 3 clusters Score -784494.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -784522.812500 Penalty: 4133.778809
	Iteration 40F: 3 clusters Score -784522.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -784546.500000 Penalty: 4133.778809
	Iteration 41Q: 3 clusters Score -784546.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -784563.750000 Penalty: 4133.778809
	Iteration 42Q: 3 clusters Score -784563.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -784575.000000 Penalty: 4133.778809
	Iteration 43Q: 3 clusters Score -784575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -784590.250000 Penalty: 4133.778809
	Iteration 44Q: 3 clusters Score -784590.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -784610.062500 Penalty: 4133.778809
	Iteration 45Q: 3 clusters Score -784610.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -784627.125000 Penalty: 4133.778809
	Iteration 46Q: 3 clusters Score -784627.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -784646.125000 Penalty: 4133.778809
	Iteration 47Q: 3 clusters Score -784646.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -784657.187500 Penalty: 4133.778809
	Iteration 48Q: 3 clusters Score -784657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -784666.687500 Penalty: 4133.778809
	Iteration 49Q: 3 clusters Score -784666.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -784673.937500 Penalty: 4133.778809
	Iteration 50Q: 3 clusters Score -784673.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -784681.937500 Penalty: 4133.778809
	Iteration 51Q: 3 clusters Score -784681.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -784689.687500 Penalty: 4133.778809
	Iteration 52Q: 3 clusters Score -784689.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -784695.375000 Penalty: 4133.778809
	Iteration 53Q: 3 clusters Score -784695.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -784702.312500 Penalty: 4133.778809
	Iteration 54Q: 3 clusters Score -784702.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -784704.812500 Penalty: 4133.778809
	Iteration 55Q: 3 clusters Score -784704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -784707.437500 Penalty: 4133.778809
	Iteration 56Q: 3 clusters Score -784707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -784709.687500 Penalty: 4133.778809
	Iteration 57Q: 3 clusters Score -784709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -784710.750000 Penalty: 4133.778809
	Iteration 58Q: 3 clusters Score -784710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -784713.812500 Penalty: 4133.778809
	Iteration 59Q: 3 clusters Score -784713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -784714.250000 Penalty: 4133.778809
	Iteration 60F: 3 clusters Score -784714.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Entering Unmasked Estep 
Score: -860704.625000 Penalty: 2093.411621
	Iteration 0F: 2 clusters Score -860704.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -856428.625000 Penalty: 4186.823242
	Iteration 0F: 3 clusters Score -856428.6 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -857399.312500 Penalty: 4186.823242
	Iteration 1F: 3 clusters Score -857399.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -857600.375000 Penalty: 4186.823242
	Iteration 2F: 3 clusters Score -857600.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -857729.187500 Penalty: 4186.823242
	Iteration 3Q: 3 clusters Score -857729.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -857839.125000 Penalty: 4186.823242
	Iteration 4Q: 3 clusters Score -857839.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -857929.625000 Penalty: 4186.823242
	Iteration 5Q: 3 clusters Score -857929.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -858015.250000 Penalty: 4186.823242
	Iteration 6Q: 3 clusters Score -858015.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -858078.812500 Penalty: 4186.823242
	Iteration 7Q: 3 clusters Score -858078.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -858140.875000 Penalty: 4186.823242
	Iteration 8Q: 3 clusters Score -858140.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -858182.750000 Penalty: 4186.823242
	Iteration 9Q: 3 clusters Score -858182.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -858224.250000 Penalty: 4186.823242
	Iteration 10Q: 3 clusters Score -858224.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -858259.625000 Penalty: 4186.823242
	Iteration 11Q: 3 clusters Score -858259.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -858293.375000 Penalty: 4186.823242
	Iteration 12Q: 3 clusters Score -858293.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -858323.312500 Penalty: 4186.823242
	Iteration 13Q: 3 clusters Score -858323.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -858346.312500 Penalty: 4186.823242
	Iteration 14Q: 3 clusters Score -858346.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -858369.937500 Penalty: 4186.823242
	Iteration 15Q: 3 clusters Score -858369.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -858396.812500 Penalty: 4186.823242
	Iteration 16Q: 3 clusters Score -858396.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -858419.500000 Penalty: 4186.823242
	Iteration 17Q: 3 clusters Score -858419.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -858438.500000 Penalty: 4186.823242
	Iteration 18Q: 3 clusters Score -858438.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -858461.250000 Penalty: 4186.823242
	Iteration 19Q: 3 clusters Score -858461.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -858486.375000 Penalty: 4186.823242
	Iteration 20F: 3 clusters Score -858486.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -858505.500000 Penalty: 4186.823242
	Iteration 21Q: 3 clusters Score -858505.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -858530.437500 Penalty: 4186.823242
	Iteration 22Q: 3 clusters Score -858530.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -858557.250000 Penalty: 4186.823242
	Iteration 23Q: 3 clusters Score -858557.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -858590.937500 Penalty: 4186.823242
	Iteration 24Q: 3 clusters Score -858590.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -858621.437500 Penalty: 4186.823242
	Iteration 25Q: 3 clusters Score -858621.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -858653.000000 Penalty: 4186.823242
	Iteration 26Q: 3 clusters Score -858653 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -858682.500000 Penalty: 4186.823242
	Iteration 27Q: 3 clusters Score -858682.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -858721.937500 Penalty: 4186.823242
	Iteration 28Q: 3 clusters Score -858721.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -858756.000000 Penalty: 4186.823242
	Iteration 29Q: 3 clusters Score -858756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -858781.000000 Penalty: 4186.823242
	Iteration 30Q: 3 clusters Score -858781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -858797.500000 Penalty: 4186.823242
	Iteration 31Q: 3 clusters Score -858797.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -858811.625000 Penalty: 4186.823242
	Iteration 32Q: 3 clusters Score -858811.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -858819.750000 Penalty: 4186.823242
	Iteration 33Q: 3 clusters Score -858819.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -858830.000000 Penalty: 4186.823242
	Iteration 34Q: 3 clusters Score -858830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -858845.312500 Penalty: 4186.823242
	Iteration 35Q: 3 clusters Score -858845.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -858858.062500 Penalty: 4186.823242
	Iteration 36Q: 3 clusters Score -858858.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -858871.250000 Penalty: 4186.823242
	Iteration 37Q: 3 clusters Score -858871.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -858880.625000 Penalty: 4186.823242
	Iteration 38Q: 3 clusters Score -858880.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -858889.750000 Penalty: 4186.823242
	Iteration 39Q: 3 clusters Score -858889.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -858896.000000 Penalty: 4186.823242
	Iteration 40F: 3 clusters Score -858896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -858899.375000 Penalty: 4186.823242
	Iteration 41Q: 3 clusters Score -858899.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -858904.812500 Penalty: 4186.823242
	Iteration 42Q: 3 clusters Score -858904.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -858910.687500 Penalty: 4186.823242
	Iteration 43Q: 3 clusters Score -858910.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -858913.000000 Penalty: 4186.823242
	Iteration 44Q: 3 clusters Score -858913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -858918.500000 Penalty: 4186.823242
	Iteration 45Q: 3 clusters Score -858918.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -858920.000000 Penalty: 4186.823242
	Iteration 46Q: 3 clusters Score -858920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -858927.875000 Penalty: 4186.823242
	Iteration 47Q: 3 clusters Score -858927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -858929.687500 Penalty: 4186.823242
	Iteration 48Q: 3 clusters Score -858929.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -858935.687500 Penalty: 4186.823242
	Iteration 49Q: 3 clusters Score -858935.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -858939.562500 Penalty: 4186.823242
	Iteration 50Q: 3 clusters Score -858939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -858940.562500 Penalty: 4186.823242
	Iteration 51Q: 3 clusters Score -858940.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -858942.937500 Penalty: 4186.823242
	Iteration 52Q: 3 clusters Score -858942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -858944.562500 Penalty: 4186.823242
	Iteration 53Q: 3 clusters Score -858944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -858945.812500 Penalty: 4186.823242
	Iteration 54Q: 3 clusters Score -858945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -858946.937500 Penalty: 4186.823242
	Iteration 55Q: 3 clusters Score -858946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -858947.000000 Penalty: 4186.823242
	Iteration 56Q: 3 clusters Score -858947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -858948.125000 Penalty: 4186.823242
	Iteration 57Q: 3 clusters Score -858948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -858951.375000 Penalty: 4186.823242
	Iteration 58Q: 3 clusters Score -858951.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -858952.375000 Penalty: 4186.823242
	Iteration 59Q: 3 clusters Score -858952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -858952.750000 Penalty: 4186.823242
	Iteration 60F: 3 clusters Score -858952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -858953.437500 Penalty: 4186.823242
	Iteration 61Q: 3 clusters Score -858953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -858954.312500 Penalty: 4186.823242
	Iteration 62Q: 3 clusters Score -858954.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -858956.687500 Penalty: 4186.823242
	Iteration 63Q: 3 clusters Score -858956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -858956.187500 Penalty: 4186.823242
	Iteration 64Q: 3 clusters Score -858956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -858957.000000 Penalty: 4186.823242
	Iteration 65Q: 3 clusters Score -858957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -858956.062500 Penalty: 4186.823242
	Iteration 66Q: 3 clusters Score -858956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -858956.062500 Penalty: 4186.823242
	Iteration 67F: 3 clusters Score -858956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Entering Unmasked Estep 
Score: -7614409.500000 Penalty: 2633.544189
	Iteration 0F: 2 clusters Score -7614410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -7587196.000000 Penalty: 5267.088379
	Iteration 0F: 3 clusters Score -7587196 nChanged 18762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -7597642.500000 Penalty: 5267.088379
	Iteration 1F: 3 clusters Score -7597642 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -7598405.000000 Penalty: 5267.088379
	Iteration 2Q: 3 clusters Score -7598405 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -7599312.000000 Penalty: 5267.088379
	Iteration 3Q: 3 clusters Score -7599312 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -7600328.500000 Penalty: 5267.088379
	Iteration 4Q: 3 clusters Score -7600328 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -7601571.500000 Penalty: 5267.088379
	Iteration 5F: 3 clusters Score -7601572 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -7603155.000000 Penalty: 5267.088379
	Iteration 6F: 3 clusters Score -7603155 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -7605183.500000 Penalty: 5267.088379
	Iteration 7F: 3 clusters Score -7605184 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -7607434.000000 Penalty: 5267.088379
	Iteration 8F: 3 clusters Score -7607434 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -7609186.500000 Penalty: 5267.088379
	Iteration 9F: 3 clusters Score -7609186 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -7610169.000000 Penalty: 5267.088379
	Iteration 10Q: 3 clusters Score -7610169 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -7610658.500000 Penalty: 5267.088379
	Iteration 11Q: 3 clusters Score -7610658 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -7611081.000000 Penalty: 5267.088379
	Iteration 12Q: 3 clusters Score -7611081 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -7611454.000000 Penalty: 5267.088379
	Iteration 13Q: 3 clusters Score -7611454 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -7611733.000000 Penalty: 5267.088379
	Iteration 14Q: 3 clusters Score -7611733 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -7611978.500000 Penalty: 5267.088379
	Iteration 15Q: 3 clusters Score -7611978 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -7612148.000000 Penalty: 5267.088379
	Iteration 16Q: 3 clusters Score -7612148 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -7612310.500000 Penalty: 5267.088379
	Iteration 17Q: 3 clusters Score -7612310 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -7612449.500000 Penalty: 5267.088379
	Iteration 18Q: 3 clusters Score -7612450 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -7612574.000000 Penalty: 5267.088379
	Iteration 19Q: 3 clusters Score -7612574 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -7612673.000000 Penalty: 5267.088379
	Iteration 20F: 3 clusters Score -7612673 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -7612763.500000 Penalty: 5267.088379
	Iteration 21Q: 3 clusters Score -7612764 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -7612804.000000 Penalty: 5267.088379
	Iteration 22Q: 3 clusters Score -7612804 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -7612865.000000 Penalty: 5267.088379
	Iteration 23Q: 3 clusters Score -7612865 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7612911.500000 Penalty: 5267.088379
	Iteration 24Q: 3 clusters Score -7612912 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7612906.000000 Penalty: 5267.088379
	Iteration 25Q: 3 clusters Score -7612906 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -7612955.000000 Penalty: 5267.088379
	Iteration 26Q: 3 clusters Score -7612955 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -7612964.000000 Penalty: 5267.088379
	Iteration 27Q: 3 clusters Score -7612964 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7613015.500000 Penalty: 5267.088379
	Iteration 28Q: 3 clusters Score -7613016 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7613026.500000 Penalty: 5267.088379
	Iteration 29Q: 3 clusters Score -7613026 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7613025.000000 Penalty: 5267.088379
	Iteration 30Q: 3 clusters Score -7613025 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7613059.000000 Penalty: 5267.088379
	Iteration 31Q: 3 clusters Score -7613059 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -7613048.500000 Penalty: 5267.088379
	Iteration 32Q: 3 clusters Score -7613048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7613046.000000 Penalty: 5267.088379
	Iteration 33Q: 3 clusters Score -7613046 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7613054.500000 Penalty: 5267.088379
	Iteration 34Q: 3 clusters Score -7613054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7613051.000000 Penalty: 5267.088379
	Iteration 35Q: 3 clusters Score -7613051 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7613052.000000 Penalty: 5267.088379
	Iteration 36Q: 3 clusters Score -7613052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7613048.500000 Penalty: 5267.088379
	Iteration 37Q: 3 clusters Score -7613048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7613046.000000 Penalty: 5267.088379
	Iteration 38Q: 3 clusters Score -7613046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7613036.000000 Penalty: 5267.088379
	Iteration 39Q: 3 clusters Score -7613036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7613028.000000 Penalty: 5267.088379
	Iteration 40F: 3 clusters Score -7613028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7613029.500000 Penalty: 5267.088379
	Iteration 41Q: 3 clusters Score -7613030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7613021.000000 Penalty: 5267.088379
	Iteration 42Q: 3 clusters Score -7613021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7613015.500000 Penalty: 5267.088379
	Iteration 43Q: 3 clusters Score -7613016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7613014.500000 Penalty: 5267.088379
	Iteration 44Q: 3 clusters Score -7613014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7613014.500000 Penalty: 5267.088379
	Iteration 45Q: 3 clusters Score -7613014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7613022.000000 Penalty: 5267.088379
	Iteration 46Q: 3 clusters Score -7613022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7613021.500000 Penalty: 5267.088379
	Iteration 47Q: 3 clusters Score -7613022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7613016.000000 Penalty: 5267.088379
	Iteration 48Q: 3 clusters Score -7613016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7613029.500000 Penalty: 5267.088379
	Iteration 49Q: 3 clusters Score -7613030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7613024.500000 Penalty: 5267.088379
	Iteration 50Q: 3 clusters Score -7613024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7613023.500000 Penalty: 5267.088379
	Iteration 51Q: 3 clusters Score -7613024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7613025.500000 Penalty: 5267.088379
	Iteration 52Q: 3 clusters Score -7613026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7613024.000000 Penalty: 5267.088379
	Iteration 53Q: 3 clusters Score -7613024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7613014.500000 Penalty: 5267.088379
	Iteration 54Q: 3 clusters Score -7613014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7613015.500000 Penalty: 5267.088379
	Iteration 55Q: 3 clusters Score -7613016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7613017.000000 Penalty: 5267.088379
	Iteration 56Q: 3 clusters Score -7613017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7613007.000000 Penalty: 5267.088379
	Iteration 57Q: 3 clusters Score -7613007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7613003.500000 Penalty: 5267.088379
	Iteration 58Q: 3 clusters Score -7613004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7613004.500000 Penalty: 5267.088379
	Iteration 59Q: 3 clusters Score -7613004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7613008.500000 Penalty: 5267.088379
	Iteration 60F: 3 clusters Score -7613008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -7613011.000000 Penalty: 5267.088379
	Iteration 61Q: 3 clusters Score -7613011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7613006.000000 Penalty: 5267.088379
	Iteration 62Q: 3 clusters Score -7613006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7613000.000000 Penalty: 5267.088379
	Iteration 63Q: 3 clusters Score -7613000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7612999.500000 Penalty: 5267.088379
	Iteration 64Q: 3 clusters Score -7613000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7613000.000000 Penalty: 5267.088379
	Iteration 65Q: 3 clusters Score -7613000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7613009.000000 Penalty: 5267.088379
	Iteration 66Q: 3 clusters Score -7613009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7613005.000000 Penalty: 5267.088379
	Iteration 67Q: 3 clusters Score -7613005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7613003.000000 Penalty: 5267.088379
	Iteration 68Q: 3 clusters Score -7613003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7613009.000000 Penalty: 5267.088379
	Iteration 69Q: 3 clusters Score -7613009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7612998.500000 Penalty: 5267.088379
	Iteration 70Q: 3 clusters Score -7612998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7613010.500000 Penalty: 5267.088379
	Iteration 71Q: 3 clusters Score -7613010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7613007.500000 Penalty: 5267.088379
	Iteration 72Q: 3 clusters Score -7613008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7613002.000000 Penalty: 5267.088379
	Iteration 73Q: 3 clusters Score -7613002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7613007.000000 Penalty: 5267.088379
	Iteration 74Q: 3 clusters Score -7613007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7613006.000000 Penalty: 5267.088379
	Iteration 75Q: 3 clusters Score -7613006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7613011.000000 Penalty: 5267.088379
	Iteration 76Q: 3 clusters Score -7613011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7612999.500000 Penalty: 5267.088379
	Iteration 77Q: 3 clusters Score -7613000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7613000.000000 Penalty: 5267.088379
	Iteration 78Q: 3 clusters Score -7613000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7613000.000000 Penalty: 5267.088379
	Iteration 79F: 3 clusters Score -7613000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Entering Unmasked Estep 
Score: -4929115.500000 Penalty: 2533.812012
	Iteration 0F: 2 clusters Score -4929116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -4910320.500000 Penalty: 5067.624023
	Iteration 0F: 3 clusters Score -4910320 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -4916921.500000 Penalty: 5067.624023
	Iteration 1F: 3 clusters Score -4916922 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -4917349.000000 Penalty: 5067.624023
	Iteration 2Q: 3 clusters Score -4917349 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4917802.500000 Penalty: 5067.624023
	Iteration 3Q: 3 clusters Score -4917802 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4918279.500000 Penalty: 5067.624023
	Iteration 4Q: 3 clusters Score -4918280 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4918890.500000 Penalty: 5067.624023
	Iteration 5Q: 3 clusters Score -4918890 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -4919730.000000 Penalty: 5067.624023
	Iteration 6F: 3 clusters Score -4919730 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -4920793.000000 Penalty: 5067.624023
	Iteration 7F: 3 clusters Score -4920793 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4922100.000000 Penalty: 5067.624023
	Iteration 8F: 3 clusters Score -4922100 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4923310.000000 Penalty: 5067.624023
	Iteration 9F: 3 clusters Score -4923310 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -4924295.500000 Penalty: 5067.624023
	Iteration 10F: 3 clusters Score -4924296 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4925026.500000 Penalty: 5067.624023
	Iteration 11Q: 3 clusters Score -4925026 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -4925618.000000 Penalty: 5067.624023
	Iteration 12Q: 3 clusters Score -4925618 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -4926070.500000 Penalty: 5067.624023
	Iteration 13Q: 3 clusters Score -4926070 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -4926417.500000 Penalty: 5067.624023
	Iteration 14Q: 3 clusters Score -4926418 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4926679.500000 Penalty: 5067.624023
	Iteration 15Q: 3 clusters Score -4926680 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -4926836.000000 Penalty: 5067.624023
	Iteration 16Q: 3 clusters Score -4926836 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -4926941.500000 Penalty: 5067.624023
	Iteration 17Q: 3 clusters Score -4926942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -4927056.000000 Penalty: 5067.624023
	Iteration 18Q: 3 clusters Score -4927056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -4927204.000000 Penalty: 5067.624023
	Iteration 19Q: 3 clusters Score -4927204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -4927305.500000 Penalty: 5067.624023
	Iteration 20F: 3 clusters Score -4927306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -4927340.000000 Penalty: 5067.624023
	Iteration 21Q: 3 clusters Score -4927340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4927354.500000 Penalty: 5067.624023
	Iteration 22Q: 3 clusters Score -4927354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -4927368.000000 Penalty: 5067.624023
	Iteration 23Q: 3 clusters Score -4927368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -4927366.000000 Penalty: 5067.624023
	Iteration 24Q: 3 clusters Score -4927366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -4927371.000000 Penalty: 5067.624023
	Iteration 25Q: 3 clusters Score -4927371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4927379.000000 Penalty: 5067.624023
	Iteration 26Q: 3 clusters Score -4927379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -4927377.000000 Penalty: 5067.624023
	Iteration 27Q: 3 clusters Score -4927377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -4927379.500000 Penalty: 5067.624023
	Iteration 28Q: 3 clusters Score -4927380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -4927383.500000 Penalty: 5067.624023
	Iteration 29Q: 3 clusters Score -4927384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4927384.000000 Penalty: 5067.624023
	Iteration 30Q: 3 clusters Score -4927384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -4927380.500000 Penalty: 5067.624023
	Iteration 31Q: 3 clusters Score -4927380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -4927380.500000 Penalty: 5067.624023
	Iteration 32F: 3 clusters Score -4927380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -29635.740234 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -29635.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28392.669922 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -28392.67 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28589.701172 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -28589.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28664.164062 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -28664.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28704.337891 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -28704.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28756.337891 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -28756.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28797.613281 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -28797.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28797.613281 Penalty: 2920.883301
	Iteration 6F: 3 clusters Score -28797.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Entering Unmasked Estep 
Score: -9780188.000000 Penalty: 2694.714355
	Iteration 0F: 2 clusters Score -9780188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -9747514.000000 Penalty: 5389.428711
	Iteration 0F: 3 clusters Score -9747514 nChanged 24320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -9760824.000000 Penalty: 5389.428711
	Iteration 1F: 3 clusters Score -9760824 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -9761266.000000 Penalty: 5389.428711
	Iteration 2Q: 3 clusters Score -9761266 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -9761756.000000 Penalty: 5389.428711
	Iteration 3Q: 3 clusters Score -9761756 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -9762256.000000 Penalty: 5389.428711
	Iteration 4Q: 3 clusters Score -9762256 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -9762852.000000 Penalty: 5389.428711
	Iteration 5Q: 3 clusters Score -9762852 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -9763663.000000 Penalty: 5389.428711
	Iteration 6Q: 3 clusters Score -9763663 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -9764898.000000 Penalty: 5389.428711
	Iteration 7Q: 3 clusters Score -9764898 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -9766751.000000 Penalty: 5389.428711
	Iteration 8F: 3 clusters Score -9766751 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -9769398.000000 Penalty: 5389.428711
	Iteration 9F: 3 clusters Score -9769398 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -9772478.000000 Penalty: 5389.428711
	Iteration 10F: 3 clusters Score -9772478 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -9774706.000000 Penalty: 5389.428711
	Iteration 11F: 3 clusters Score -9774706 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -9776158.000000 Penalty: 5389.428711
	Iteration 12Q: 3 clusters Score -9776158 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9776886.000000 Penalty: 5389.428711
	Iteration 13Q: 3 clusters Score -9776886 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9777299.000000 Penalty: 5389.428711
	Iteration 14Q: 3 clusters Score -9777299 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9777539.000000 Penalty: 5389.428711
	Iteration 15Q: 3 clusters Score -9777539 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9777659.000000 Penalty: 5389.428711
	Iteration 16Q: 3 clusters Score -9777659 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9777727.000000 Penalty: 5389.428711
	Iteration 17Q: 3 clusters Score -9777727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9777776.000000 Penalty: 5389.428711
	Iteration 18Q: 3 clusters Score -9777776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9777812.000000 Penalty: 5389.428711
	Iteration 19Q: 3 clusters Score -9777812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9777850.000000 Penalty: 5389.428711
	Iteration 20F: 3 clusters Score -9777850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9777863.000000 Penalty: 5389.428711
	Iteration 21Q: 3 clusters Score -9777863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9777871.000000 Penalty: 5389.428711
	Iteration 22Q: 3 clusters Score -9777871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9777897.000000 Penalty: 5389.428711
	Iteration 23Q: 3 clusters Score -9777897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9777914.000000 Penalty: 5389.428711
	Iteration 24Q: 3 clusters Score -9777914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9777917.000000 Penalty: 5389.428711
	Iteration 25Q: 3 clusters Score -9777917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9777930.000000 Penalty: 5389.428711
	Iteration 26Q: 3 clusters Score -9777930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9777930.000000 Penalty: 5389.428711
	Iteration 27Q: 3 clusters Score -9777930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9777933.000000 Penalty: 5389.428711
	Iteration 28Q: 3 clusters Score -9777933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9777937.000000 Penalty: 5389.428711
	Iteration 29Q: 3 clusters Score -9777937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9777933.000000 Penalty: 5389.428711
	Iteration 30Q: 3 clusters Score -9777933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9777930.000000 Penalty: 5389.428711
	Iteration 31Q: 3 clusters Score -9777930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9777933.000000 Penalty: 5389.428711
	Iteration 32Q: 3 clusters Score -9777933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9777936.000000 Penalty: 5389.428711
	Iteration 33Q: 3 clusters Score -9777936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9777936.000000 Penalty: 5389.428711
	Iteration 34F: 3 clusters Score -9777936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -100618.515625 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -100618.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -98969.960938 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -98969.96 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99189.148438 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -99189.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -99248.085938 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -99248.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99292.210938 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -99292.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99309.218750 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -99309.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99328.929688 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -99328.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -99350.882812 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -99350.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99363.671875 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -99363.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99366.828125 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -99366.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -99371.195312 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -99371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -99371.195312 Penalty: 3175.350830
	Iteration 10F: 3 clusters Score -99371.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Entering Unmasked Estep 
Score: -3849239.250000 Penalty: 2466.113525
	Iteration 0F: 2 clusters Score -3849239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3834708.750000 Penalty: 4932.227051
	Iteration 0F: 3 clusters Score -3834709 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3839592.250000 Penalty: 4932.227051
	Iteration 1F: 3 clusters Score -3839592 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3839937.250000 Penalty: 4932.227051
	Iteration 2Q: 3 clusters Score -3839937 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3840257.500000 Penalty: 4932.227051
	Iteration 3Q: 3 clusters Score -3840258 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -3840559.750000 Penalty: 4932.227051
	Iteration 4Q: 3 clusters Score -3840560 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3840876.250000 Penalty: 4932.227051
	Iteration 5Q: 3 clusters Score -3840876 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3841252.000000 Penalty: 4932.227051
	Iteration 6Q: 3 clusters Score -3841252 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3841739.750000 Penalty: 4932.227051
	Iteration 7Q: 3 clusters Score -3841740 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3842305.000000 Penalty: 4932.227051
	Iteration 8Q: 3 clusters Score -3842305 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3842947.500000 Penalty: 4932.227051
	Iteration 9Q: 3 clusters Score -3842948 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3843641.000000 Penalty: 4932.227051
	Iteration 10Q: 3 clusters Score -3843641 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3844276.500000 Penalty: 4932.227051
	Iteration 11Q: 3 clusters Score -3844276 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3844709.500000 Penalty: 4932.227051
	Iteration 12Q: 3 clusters Score -3844710 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3844958.750000 Penalty: 4932.227051
	Iteration 13Q: 3 clusters Score -3844959 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3845107.250000 Penalty: 4932.227051
	Iteration 14Q: 3 clusters Score -3845107 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3845195.250000 Penalty: 4932.227051
	Iteration 15Q: 3 clusters Score -3845195 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3845267.750000 Penalty: 4932.227051
	Iteration 16Q: 3 clusters Score -3845268 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3845339.750000 Penalty: 4932.227051
	Iteration 17Q: 3 clusters Score -3845340 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3845376.000000 Penalty: 4932.227051
	Iteration 18Q: 3 clusters Score -3845376 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3845424.000000 Penalty: 4932.227051
	Iteration 19Q: 3 clusters Score -3845424 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3845468.000000 Penalty: 4932.227051
	Iteration 20F: 3 clusters Score -3845468 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3845514.750000 Penalty: 4932.227051
	Iteration 21Q: 3 clusters Score -3845515 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3845550.500000 Penalty: 4932.227051
	Iteration 22Q: 3 clusters Score -3845550 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3845586.000000 Penalty: 4932.227051
	Iteration 23Q: 3 clusters Score -3845586 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3845630.000000 Penalty: 4932.227051
	Iteration 24Q: 3 clusters Score -3845630 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3845667.000000 Penalty: 4932.227051
	Iteration 25Q: 3 clusters Score -3845667 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3845697.250000 Penalty: 4932.227051
	Iteration 26Q: 3 clusters Score -3845697 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3845743.250000 Penalty: 4932.227051
	Iteration 27Q: 3 clusters Score -3845743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3845770.750000 Penalty: 4932.227051
	Iteration 28Q: 3 clusters Score -3845771 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3845792.250000 Penalty: 4932.227051
	Iteration 29Q: 3 clusters Score -3845792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3845822.000000 Penalty: 4932.227051
	Iteration 30Q: 3 clusters Score -3845822 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3845864.750000 Penalty: 4932.227051
	Iteration 31Q: 3 clusters Score -3845865 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3845910.250000 Penalty: 4932.227051
	Iteration 32Q: 3 clusters Score -3845910 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3845973.500000 Penalty: 4932.227051
	Iteration 33Q: 3 clusters Score -3845974 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3846008.250000 Penalty: 4932.227051
	Iteration 34Q: 3 clusters Score -3846008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3846062.000000 Penalty: 4932.227051
	Iteration 35Q: 3 clusters Score -3846062 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3846134.000000 Penalty: 4932.227051
	Iteration 36Q: 3 clusters Score -3846134 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3846205.250000 Penalty: 4932.227051
	Iteration 37Q: 3 clusters Score -3846205 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3846270.000000 Penalty: 4932.227051
	Iteration 38Q: 3 clusters Score -3846270 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3846335.500000 Penalty: 4932.227051
	Iteration 39Q: 3 clusters Score -3846336 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3846391.750000 Penalty: 4932.227051
	Iteration 40F: 3 clusters Score -3846392 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3846428.500000 Penalty: 4932.227051
	Iteration 41Q: 3 clusters Score -3846428 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3846464.500000 Penalty: 4932.227051
	Iteration 42Q: 3 clusters Score -3846464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3846478.750000 Penalty: 4932.227051
	Iteration 43Q: 3 clusters Score -3846479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3846501.000000 Penalty: 4932.227051
	Iteration 44Q: 3 clusters Score -3846501 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3846549.500000 Penalty: 4932.227051
	Iteration 45Q: 3 clusters Score -3846550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3846573.500000 Penalty: 4932.227051
	Iteration 46Q: 3 clusters Score -3846574 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3846603.500000 Penalty: 4932.227051
	Iteration 47Q: 3 clusters Score -3846604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3846639.250000 Penalty: 4932.227051
	Iteration 48Q: 3 clusters Score -3846639 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3846664.000000 Penalty: 4932.227051
	Iteration 49Q: 3 clusters Score -3846664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3846675.500000 Penalty: 4932.227051
	Iteration 50Q: 3 clusters Score -3846676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3846697.250000 Penalty: 4932.227051
	Iteration 51Q: 3 clusters Score -3846697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3846710.750000 Penalty: 4932.227051
	Iteration 52Q: 3 clusters Score -3846711 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3846733.000000 Penalty: 4932.227051
	Iteration 53Q: 3 clusters Score -3846733 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3846756.250000 Penalty: 4932.227051
	Iteration 54Q: 3 clusters Score -3846756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -3846772.000000 Penalty: 4932.227051
	Iteration 55Q: 3 clusters Score -3846772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3846784.250000 Penalty: 4932.227051
	Iteration 56Q: 3 clusters Score -3846784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3846794.250000 Penalty: 4932.227051
	Iteration 57Q: 3 clusters Score -3846794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3846806.000000 Penalty: 4932.227051
	Iteration 58Q: 3 clusters Score -3846806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3846816.500000 Penalty: 4932.227051
	Iteration 59Q: 3 clusters Score -3846816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3846824.250000 Penalty: 4932.227051
	Iteration 60F: 3 clusters Score -3846824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -3846821.000000 Penalty: 4932.227051
	Iteration 61Q: 3 clusters Score -3846821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3846827.250000 Penalty: 4932.227051
	Iteration 62Q: 3 clusters Score -3846827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3846835.000000 Penalty: 4932.227051
	Iteration 63Q: 3 clusters Score -3846835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3846836.000000 Penalty: 4932.227051
	Iteration 64Q: 3 clusters Score -3846836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3846832.500000 Penalty: 4932.227051
	Iteration 65Q: 3 clusters Score -3846832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3846840.500000 Penalty: 4932.227051
	Iteration 66Q: 3 clusters Score -3846840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3846843.250000 Penalty: 4932.227051
	Iteration 67Q: 3 clusters Score -3846843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3846841.000000 Penalty: 4932.227051
	Iteration 68Q: 3 clusters Score -3846841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -3846844.500000 Penalty: 4932.227051
	Iteration 69Q: 3 clusters Score -3846844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3846844.500000 Penalty: 4932.227051
	Iteration 70Q: 3 clusters Score -3846844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3846839.750000 Penalty: 4932.227051
	Iteration 71Q: 3 clusters Score -3846840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3846846.250000 Penalty: 4932.227051
	Iteration 72Q: 3 clusters Score -3846846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3846847.000000 Penalty: 4932.227051
	Iteration 73Q: 3 clusters Score -3846847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3846849.250000 Penalty: 4932.227051
	Iteration 74Q: 3 clusters Score -3846849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3846852.250000 Penalty: 4932.227051
	Iteration 75Q: 3 clusters Score -3846852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3846848.750000 Penalty: 4932.227051
	Iteration 76Q: 3 clusters Score -3846849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3846855.500000 Penalty: 4932.227051
	Iteration 77Q: 3 clusters Score -3846856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3846859.000000 Penalty: 4932.227051
	Iteration 78Q: 3 clusters Score -3846859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3846860.250000 Penalty: 4932.227051
	Iteration 79Q: 3 clusters Score -3846860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3846861.250000 Penalty: 4932.227051
	Iteration 80F: 3 clusters Score -3846861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3846864.000000 Penalty: 4932.227051
	Iteration 81Q: 3 clusters Score -3846864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3846864.000000 Penalty: 4932.227051
	Iteration 82Q: 3 clusters Score -3846864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3846873.250000 Penalty: 4932.227051
	Iteration 83Q: 3 clusters Score -3846873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3846876.000000 Penalty: 4932.227051
	Iteration 84Q: 3 clusters Score -3846876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -3846878.000000 Penalty: 4932.227051
	Iteration 85Q: 3 clusters Score -3846878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3846876.750000 Penalty: 4932.227051
	Iteration 86Q: 3 clusters Score -3846877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3846870.500000 Penalty: 4932.227051
	Iteration 87Q: 3 clusters Score -3846870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3846868.250000 Penalty: 4932.227051
	Iteration 88Q: 3 clusters Score -3846868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3846870.250000 Penalty: 4932.227051
	Iteration 89Q: 3 clusters Score -3846870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3846870.250000 Penalty: 4932.227051
	Iteration 90F: 3 clusters Score -3846870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121426.257812 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -121426.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -119734.859375 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -119734.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -120085.148438 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -120085.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120267.070312 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -120267.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120445.718750 Penalty: 3324.781250
	Iteration 3F: 3 clusters Score -120445.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -120582.132812 Penalty: 3324.781250
	Iteration 4F: 3 clusters Score -120582.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120705.015625 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -120705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -120825.937500 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -120825.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -120927.218750 Penalty: 3324.781250
	Iteration 7Q: 3 clusters Score -120927.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120978.937500 Penalty: 3324.781250
	Iteration 8Q: 3 clusters Score -120978.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -121021.421875 Penalty: 3324.781250
	Iteration 9Q: 3 clusters Score -121021.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -121070.703125 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -121070.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -121104.414062 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -121104.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -121145.375000 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -121145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -121169.796875 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -121169.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121195.179688 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -121195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -121201.632812 Penalty: 3324.781250
	Iteration 15Q: 3 clusters Score -121201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -121210.632812 Penalty: 3324.781250
	Iteration 16Q: 3 clusters Score -121210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121212.851562 Penalty: 3324.781250
	Iteration 17Q: 3 clusters Score -121212.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121226.320312 Penalty: 3324.781250
	Iteration 18F: 3 clusters Score -121226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -121260.890625 Penalty: 3324.781250
	Iteration 19Q: 3 clusters Score -121260.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121284.898438 Penalty: 3324.781250
	Iteration 20F: 3 clusters Score -121284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121291.718750 Penalty: 3324.781250
	Iteration 21Q: 3 clusters Score -121291.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121303.164062 Penalty: 3324.781250
	Iteration 22Q: 3 clusters Score -121303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -121307.718750 Penalty: 3324.781250
	Iteration 23Q: 3 clusters Score -121307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -121311.546875 Penalty: 3324.781250
	Iteration 24Q: 3 clusters Score -121311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -121324.554688 Penalty: 3324.781250
	Iteration 25Q: 3 clusters Score -121324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121331.437500 Penalty: 3324.781250
	Iteration 26Q: 3 clusters Score -121331.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121331.437500 Penalty: 3324.781250
	Iteration 27F: 3 clusters Score -121331.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Entering Unmasked Estep 
Score: -9227109.000000 Penalty: 2684.186279
	Iteration 0F: 2 clusters Score -9227109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -9193905.000000 Penalty: 5368.372559
	Iteration 0F: 3 clusters Score -9193905 nChanged 23157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -9206753.000000 Penalty: 5368.372559
	Iteration 1F: 3 clusters Score -9206753 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -9207444.000000 Penalty: 5368.372559
	Iteration 2Q: 3 clusters Score -9207444 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -9208258.000000 Penalty: 5368.372559
	Iteration 3Q: 3 clusters Score -9208258 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -9209312.000000 Penalty: 5368.372559
	Iteration 4Q: 3 clusters Score -9209312 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -9210914.000000 Penalty: 5368.372559
	Iteration 5F: 3 clusters Score -9210914 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -9213292.000000 Penalty: 5368.372559
	Iteration 6F: 3 clusters Score -9213292 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -9216354.000000 Penalty: 5368.372559
	Iteration 7F: 3 clusters Score -9216354 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -9219824.000000 Penalty: 5368.372559
	Iteration 8F: 3 clusters Score -9219824 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -9221961.000000 Penalty: 5368.372559
	Iteration 9F: 3 clusters Score -9221961 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -9222931.000000 Penalty: 5368.372559
	Iteration 10Q: 3 clusters Score -9222931 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -9223509.000000 Penalty: 5368.372559
	Iteration 11Q: 3 clusters Score -9223509 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -9223876.000000 Penalty: 5368.372559
	Iteration 12Q: 3 clusters Score -9223876 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -9224138.000000 Penalty: 5368.372559
	Iteration 13Q: 3 clusters Score -9224138 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -9224320.000000 Penalty: 5368.372559
	Iteration 14Q: 3 clusters Score -9224320 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -9224452.000000 Penalty: 5368.372559
	Iteration 15Q: 3 clusters Score -9224452 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -9224616.000000 Penalty: 5368.372559
	Iteration 16Q: 3 clusters Score -9224616 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -9224705.000000 Penalty: 5368.372559
	Iteration 17Q: 3 clusters Score -9224705 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -9224738.000000 Penalty: 5368.372559
	Iteration 18Q: 3 clusters Score -9224738 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -9224810.000000 Penalty: 5368.372559
	Iteration 19Q: 3 clusters Score -9224810 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -9224845.000000 Penalty: 5368.372559
	Iteration 20F: 3 clusters Score -9224845 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -9224860.000000 Penalty: 5368.372559
	Iteration 21Q: 3 clusters Score -9224860 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -9224927.000000 Penalty: 5368.372559
	Iteration 22Q: 3 clusters Score -9224927 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -9224987.000000 Penalty: 5368.372559
	Iteration 23Q: 3 clusters Score -9224987 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -9225010.000000 Penalty: 5368.372559
	Iteration 24Q: 3 clusters Score -9225010 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -9225069.000000 Penalty: 5368.372559
	Iteration 25Q: 3 clusters Score -9225069 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -9225104.000000 Penalty: 5368.372559
	Iteration 26Q: 3 clusters Score -9225104 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -9225107.000000 Penalty: 5368.372559
	Iteration 27Q: 3 clusters Score -9225107 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -9225143.000000 Penalty: 5368.372559
	Iteration 28Q: 3 clusters Score -9225143 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -9225180.000000 Penalty: 5368.372559
	Iteration 29Q: 3 clusters Score -9225180 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -9225204.000000 Penalty: 5368.372559
	Iteration 30Q: 3 clusters Score -9225204 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -9225231.000000 Penalty: 5368.372559
	Iteration 31Q: 3 clusters Score -9225231 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -9225233.000000 Penalty: 5368.372559
	Iteration 32Q: 3 clusters Score -9225233 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -9225213.000000 Penalty: 5368.372559
	Iteration 33Q: 3 clusters Score -9225213 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -9225225.000000 Penalty: 5368.372559
	Iteration 34Q: 3 clusters Score -9225225 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -9225222.000000 Penalty: 5368.372559
	Iteration 35Q: 3 clusters Score -9225222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -9225229.000000 Penalty: 5368.372559
	Iteration 36Q: 3 clusters Score -9225229 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -9225237.000000 Penalty: 5368.372559
	Iteration 37Q: 3 clusters Score -9225237 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -9225249.000000 Penalty: 5368.372559
	Iteration 38Q: 3 clusters Score -9225249 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -9225251.000000 Penalty: 5368.372559
	Iteration 39Q: 3 clusters Score -9225251 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -9225263.000000 Penalty: 5368.372559
	Iteration 40F: 3 clusters Score -9225263 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -9225255.000000 Penalty: 5368.372559
	Iteration 41Q: 3 clusters Score -9225255 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -9225278.000000 Penalty: 5368.372559
	Iteration 42Q: 3 clusters Score -9225278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -9225282.000000 Penalty: 5368.372559
	Iteration 43Q: 3 clusters Score -9225282 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -9225293.000000 Penalty: 5368.372559
	Iteration 44Q: 3 clusters Score -9225293 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -9225281.000000 Penalty: 5368.372559
	Iteration 45Q: 3 clusters Score -9225281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -9225298.000000 Penalty: 5368.372559
	Iteration 46Q: 3 clusters Score -9225298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -9225311.000000 Penalty: 5368.372559
	Iteration 47Q: 3 clusters Score -9225311 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -9225319.000000 Penalty: 5368.372559
	Iteration 48Q: 3 clusters Score -9225319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -9225319.000000 Penalty: 5368.372559
	Iteration 49Q: 3 clusters Score -9225319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -9225344.000000 Penalty: 5368.372559
	Iteration 50Q: 3 clusters Score -9225344 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -9225353.000000 Penalty: 5368.372559
	Iteration 51Q: 3 clusters Score -9225353 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -9225355.000000 Penalty: 5368.372559
	Iteration 52Q: 3 clusters Score -9225355 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -9225380.000000 Penalty: 5368.372559
	Iteration 53Q: 3 clusters Score -9225380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -9225365.000000 Penalty: 5368.372559
	Iteration 54Q: 3 clusters Score -9225365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -9225389.000000 Penalty: 5368.372559
	Iteration 55Q: 3 clusters Score -9225389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -9225392.000000 Penalty: 5368.372559
	Iteration 56Q: 3 clusters Score -9225392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -9225407.000000 Penalty: 5368.372559
	Iteration 57Q: 3 clusters Score -9225407 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -9225406.000000 Penalty: 5368.372559
	Iteration 58Q: 3 clusters Score -9225406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -9225405.000000 Penalty: 5368.372559
	Iteration 59Q: 3 clusters Score -9225405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -9225398.000000 Penalty: 5368.372559
	Iteration 60F: 3 clusters Score -9225398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -9225399.000000 Penalty: 5368.372559
	Iteration 61Q: 3 clusters Score -9225399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -9225399.000000 Penalty: 5368.372559
	Iteration 62Q: 3 clusters Score -9225399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -9225402.000000 Penalty: 5368.372559
	Iteration 63Q: 3 clusters Score -9225402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -9225403.000000 Penalty: 5368.372559
	Iteration 64Q: 3 clusters Score -9225403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -9225407.000000 Penalty: 5368.372559
	Iteration 65Q: 3 clusters Score -9225407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -9225395.000000 Penalty: 5368.372559
	Iteration 66Q: 3 clusters Score -9225395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -9225406.000000 Penalty: 5368.372559
	Iteration 67Q: 3 clusters Score -9225406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -9225409.000000 Penalty: 5368.372559
	Iteration 68Q: 3 clusters Score -9225409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -9225383.000000 Penalty: 5368.372559
	Iteration 69Q: 3 clusters Score -9225383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -9225397.000000 Penalty: 5368.372559
	Iteration 70Q: 3 clusters Score -9225397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -9225411.000000 Penalty: 5368.372559
	Iteration 71Q: 3 clusters Score -9225411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -9225412.000000 Penalty: 5368.372559
	Iteration 72Q: 3 clusters Score -9225412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -9225422.000000 Penalty: 5368.372559
	Iteration 73Q: 3 clusters Score -9225422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -9225401.000000 Penalty: 5368.372559
	Iteration 74Q: 3 clusters Score -9225401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -9225408.000000 Penalty: 5368.372559
	Iteration 75Q: 3 clusters Score -9225408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -9225397.000000 Penalty: 5368.372559
	Iteration 76Q: 3 clusters Score -9225397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -9225388.000000 Penalty: 5368.372559
	Iteration 77Q: 3 clusters Score -9225388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -9225380.000000 Penalty: 5368.372559
	Iteration 78Q: 3 clusters Score -9225380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -9225379.000000 Penalty: 5368.372559
	Iteration 79Q: 3 clusters Score -9225379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -9225376.000000 Penalty: 5368.372559
	Iteration 80F: 3 clusters Score -9225376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -9225382.000000 Penalty: 5368.372559
	Iteration 81Q: 3 clusters Score -9225382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -9225381.000000 Penalty: 5368.372559
	Iteration 82Q: 3 clusters Score -9225381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -9225388.000000 Penalty: 5368.372559
	Iteration 83Q: 3 clusters Score -9225388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9225380.000000 Penalty: 5368.372559
	Iteration 84Q: 3 clusters Score -9225380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -9225386.000000 Penalty: 5368.372559
	Iteration 85Q: 3 clusters Score -9225386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -9225386.000000 Penalty: 5368.372559
	Iteration 86Q: 3 clusters Score -9225386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -9225394.000000 Penalty: 5368.372559
	Iteration 87Q: 3 clusters Score -9225394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -9225398.000000 Penalty: 5368.372559
	Iteration 88Q: 3 clusters Score -9225398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -9225393.000000 Penalty: 5368.372559
	Iteration 89Q: 3 clusters Score -9225393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -9225395.000000 Penalty: 5368.372559
	Iteration 90Q: 3 clusters Score -9225395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -9225407.000000 Penalty: 5368.372559
	Iteration 91Q: 3 clusters Score -9225407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -9225394.000000 Penalty: 5368.372559
	Iteration 92Q: 3 clusters Score -9225394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -9225397.000000 Penalty: 5368.372559
	Iteration 93Q: 3 clusters Score -9225397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -9225403.000000 Penalty: 5368.372559
	Iteration 94Q: 3 clusters Score -9225403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -9225400.000000 Penalty: 5368.372559
	Iteration 95Q: 3 clusters Score -9225400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -9225403.000000 Penalty: 5368.372559
	Iteration 96Q: 3 clusters Score -9225403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -9225403.000000 Penalty: 5368.372559
	Iteration 97F: 3 clusters Score -9225403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -194329.000000 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -194329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -192306.437500 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -192306.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -192709.062500 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -192709.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -192850.125000 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -192850.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -192935.000000 Penalty: 3478.009277
	Iteration 3Q: 3 clusters Score -192935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -192985.281250 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -192985.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -193012.875000 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -193012.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -193054.328125 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -193054.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -193091.359375 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -193091.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -193118.781250 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -193118.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -193148.140625 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -193148.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -193173.250000 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -193173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -193190.781250 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -193190.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -193204.390625 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -193204.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -193217.937500 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -193217.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -193245.515625 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -193245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -193287.734375 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -193287.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -193339.718750 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -193339.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -193375.609375 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -193375.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -193398.750000 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -193398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -193421.265625 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -193421.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -193436.531250 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -193436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -193445.546875 Penalty: 3478.009277
	Iteration 21Q: 3 clusters Score -193445.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -193451.359375 Penalty: 3478.009277
	Iteration 22Q: 3 clusters Score -193451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -193451.828125 Penalty: 3478.009277
	Iteration 23Q: 3 clusters Score -193451.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -193451.828125 Penalty: 3478.009277
	Iteration 24F: 3 clusters Score -193451.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Entering Unmasked Estep 
Score: -9586768.000000 Penalty: 2689.055908
	Iteration 0F: 2 clusters Score -9586768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -9555016.000000 Penalty: 5378.111816
	Iteration 0F: 3 clusters Score -9555016 nChanged 23678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -9568249.000000 Penalty: 5378.111816
	Iteration 1F: 3 clusters Score -9568249 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -9568917.000000 Penalty: 5378.111816
	Iteration 2Q: 3 clusters Score -9568917 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -9569625.000000 Penalty: 5378.111816
	Iteration 3Q: 3 clusters Score -9569625 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -9570630.000000 Penalty: 5378.111816
	Iteration 4Q: 3 clusters Score -9570630 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -9571959.000000 Penalty: 5378.111816
	Iteration 5F: 3 clusters Score -9571959 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -9574139.000000 Penalty: 5378.111816
	Iteration 6F: 3 clusters Score -9574139 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -9577073.000000 Penalty: 5378.111816
	Iteration 7F: 3 clusters Score -9577073 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -9580757.000000 Penalty: 5378.111816
	Iteration 8F: 3 clusters Score -9580757 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -9582805.000000 Penalty: 5378.111816
	Iteration 9F: 3 clusters Score -9582805 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -9583651.000000 Penalty: 5378.111816
	Iteration 10Q: 3 clusters Score -9583651 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -9584005.000000 Penalty: 5378.111816
	Iteration 11Q: 3 clusters Score -9584005 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -9584156.000000 Penalty: 5378.111816
	Iteration 12Q: 3 clusters Score -9584156 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -9584278.000000 Penalty: 5378.111816
	Iteration 13Q: 3 clusters Score -9584278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -9584339.000000 Penalty: 5378.111816
	Iteration 14Q: 3 clusters Score -9584339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -9584384.000000 Penalty: 5378.111816
	Iteration 15Q: 3 clusters Score -9584384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -9584396.000000 Penalty: 5378.111816
	Iteration 16Q: 3 clusters Score -9584396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -9584411.000000 Penalty: 5378.111816
	Iteration 17Q: 3 clusters Score -9584411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -9584410.000000 Penalty: 5378.111816
	Iteration 18Q: 3 clusters Score -9584410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -9584421.000000 Penalty: 5378.111816
	Iteration 19Q: 3 clusters Score -9584421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -9584420.000000 Penalty: 5378.111816
	Iteration 20F: 3 clusters Score -9584420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -9584426.000000 Penalty: 5378.111816
	Iteration 21Q: 3 clusters Score -9584426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -9584441.000000 Penalty: 5378.111816
	Iteration 22Q: 3 clusters Score -9584441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -9584440.000000 Penalty: 5378.111816
	Iteration 23Q: 3 clusters Score -9584440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -9584445.000000 Penalty: 5378.111816
	Iteration 24Q: 3 clusters Score -9584445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -9584449.000000 Penalty: 5378.111816
	Iteration 25Q: 3 clusters Score -9584449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -9584451.000000 Penalty: 5378.111816
	Iteration 26Q: 3 clusters Score -9584451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -9584460.000000 Penalty: 5378.111816
	Iteration 27Q: 3 clusters Score -9584460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -9584469.000000 Penalty: 5378.111816
	Iteration 28Q: 3 clusters Score -9584469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -9584472.000000 Penalty: 5378.111816
	Iteration 29Q: 3 clusters Score -9584472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -9584468.000000 Penalty: 5378.111816
	Iteration 30Q: 3 clusters Score -9584468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -9584479.000000 Penalty: 5378.111816
	Iteration 31Q: 3 clusters Score -9584479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -9584477.000000 Penalty: 5378.111816
	Iteration 32Q: 3 clusters Score -9584477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -9584488.000000 Penalty: 5378.111816
	Iteration 33Q: 3 clusters Score -9584488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -9584487.000000 Penalty: 5378.111816
	Iteration 34Q: 3 clusters Score -9584487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -9584487.000000 Penalty: 5378.111816
	Iteration 35F: 3 clusters Score -9584487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Entering Unmasked Estep 
Score: -938077.562500 Penalty: 2115.222168
	Iteration 0F: 2 clusters Score -938077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -933519.562500 Penalty: 4230.444336
	Iteration 0F: 3 clusters Score -933519.6 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -934723.625000 Penalty: 4230.444336
	Iteration 1F: 3 clusters Score -934723.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -935057.250000 Penalty: 4230.444336
	Iteration 2F: 3 clusters Score -935057.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -935300.687500 Penalty: 4230.444336
	Iteration 3F: 3 clusters Score -935300.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -935551.312500 Penalty: 4230.444336
	Iteration 4F: 3 clusters Score -935551.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -935774.062500 Penalty: 4230.444336
	Iteration 5F: 3 clusters Score -935774.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -935951.750000 Penalty: 4230.444336
	Iteration 6Q: 3 clusters Score -935951.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -936103.125000 Penalty: 4230.444336
	Iteration 7Q: 3 clusters Score -936103.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -936244.750000 Penalty: 4230.444336
	Iteration 8Q: 3 clusters Score -936244.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -936360.125000 Penalty: 4230.444336
	Iteration 9Q: 3 clusters Score -936360.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -936447.125000 Penalty: 4230.444336
	Iteration 10Q: 3 clusters Score -936447.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -936514.812500 Penalty: 4230.444336
	Iteration 11Q: 3 clusters Score -936514.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -936561.875000 Penalty: 4230.444336
	Iteration 12Q: 3 clusters Score -936561.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -936592.500000 Penalty: 4230.444336
	Iteration 13Q: 3 clusters Score -936592.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -936607.250000 Penalty: 4230.444336
	Iteration 14Q: 3 clusters Score -936607.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -936618.062500 Penalty: 4230.444336
	Iteration 15Q: 3 clusters Score -936618.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -936622.750000 Penalty: 4230.444336
	Iteration 16Q: 3 clusters Score -936622.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -936629.875000 Penalty: 4230.444336
	Iteration 17Q: 3 clusters Score -936629.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -936632.437500 Penalty: 4230.444336
	Iteration 18Q: 3 clusters Score -936632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -936634.187500 Penalty: 4230.444336
	Iteration 19Q: 3 clusters Score -936634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -936635.625000 Penalty: 4230.444336
	Iteration 20F: 3 clusters Score -936635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -936636.812500 Penalty: 4230.444336
	Iteration 21Q: 3 clusters Score -936636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -936639.875000 Penalty: 4230.444336
	Iteration 22Q: 3 clusters Score -936639.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -936641.562500 Penalty: 4230.444336
	Iteration 23Q: 3 clusters Score -936641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -936643.437500 Penalty: 4230.444336
	Iteration 24Q: 3 clusters Score -936643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -936642.187500 Penalty: 4230.444336
	Iteration 25Q: 3 clusters Score -936642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -936645.375000 Penalty: 4230.444336
	Iteration 26Q: 3 clusters Score -936645.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -936648.937500 Penalty: 4230.444336
	Iteration 27Q: 3 clusters Score -936648.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -936651.625000 Penalty: 4230.444336
	Iteration 28Q: 3 clusters Score -936651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -936651.437500 Penalty: 4230.444336
	Iteration 29Q: 3 clusters Score -936651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -936652.937500 Penalty: 4230.444336
	Iteration 30Q: 3 clusters Score -936652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -936653.875000 Penalty: 4230.444336
	Iteration 31Q: 3 clusters Score -936653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -936653.625000 Penalty: 4230.444336
	Iteration 32Q: 3 clusters Score -936653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -936657.375000 Penalty: 4230.444336
	Iteration 33Q: 3 clusters Score -936657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -936655.812500 Penalty: 4230.444336
	Iteration 34Q: 3 clusters Score -936655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -936655.812500 Penalty: 4230.444336
	Iteration 35F: 3 clusters Score -936655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -76683.515625 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -76683.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75260.039062 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -75260.04 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75541.703125 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -75541.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -75651.375000 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -75651.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75775.875000 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -75775.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75950.617188 Penalty: 3096.142822
	Iteration 4F: 3 clusters Score -75950.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76221.679688 Penalty: 3096.142822
	Iteration 5F: 3 clusters Score -76221.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76392.015625 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -76392.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76510.570312 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -76510.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76547.687500 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -76547.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76576.781250 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -76576.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76601.820312 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -76601.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76634.421875 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -76634.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76651.726562 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -76651.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76677.726562 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -76677.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76691.382812 Penalty: 3096.142822
	Iteration 14Q: 3 clusters Score -76691.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76697.890625 Penalty: 3096.142822
	Iteration 15Q: 3 clusters Score -76697.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76701.359375 Penalty: 3096.142822
	Iteration 16Q: 3 clusters Score -76701.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76703.640625 Penalty: 3096.142822
	Iteration 17Q: 3 clusters Score -76703.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76703.640625 Penalty: 3096.142822
	Iteration 18F: 3 clusters Score -76703.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48649 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 54654 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 40910 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 52354 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 20827 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 51173 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 22 contains 177 members 
Mstep: Class 23 contains 48524 members 
Mstep: Class 24 contains 49955 members 
Mstep: Class 25 contains 23724 members 
Mstep: Class 26 contains 40165 members 
Mstep: Class 27 contains 9718 members 
Mstep: Class 28 contains 50843 members 
Mstep: Class 29 contains 337 members 
Entering Unmasked Estep 
Score: -110181992.000000 Penalty: 95718.617188
Splitting cluster 22 changes total score from -110183736.000000 to -110181992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (48524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Entering Unmasked Estep 
Score: -9023239.000000 Penalty: 2675.873779
	Iteration 0F: 2 clusters Score -9023239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -8991494.000000 Penalty: 5351.747559
	Iteration 0F: 3 clusters Score -8991494 nChanged 22407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -9003870.000000 Penalty: 5351.747559
	Iteration 1F: 3 clusters Score -9003870 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -9004398.000000 Penalty: 5351.747559
	Iteration 2Q: 3 clusters Score -9004398 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -9004829.000000 Penalty: 5351.747559
	Iteration 3Q: 3 clusters Score -9004829 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -9005265.000000 Penalty: 5351.747559
	Iteration 4Q: 3 clusters Score -9005265 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -9005932.000000 Penalty: 5351.747559
	Iteration 5Q: 3 clusters Score -9005932 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -9006812.000000 Penalty: 5351.747559
	Iteration 6Q: 3 clusters Score -9006812 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -9008273.000000 Penalty: 5351.747559
	Iteration 7F: 3 clusters Score -9008273 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -9010371.000000 Penalty: 5351.747559
	Iteration 8F: 3 clusters Score -9010371 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -9013157.000000 Penalty: 5351.747559
	Iteration 9F: 3 clusters Score -9013157 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -9016233.000000 Penalty: 5351.747559
	Iteration 10F: 3 clusters Score -9016233 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -9018539.000000 Penalty: 5351.747559
	Iteration 11F: 3 clusters Score -9018539 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -9019857.000000 Penalty: 5351.747559
	Iteration 12Q: 3 clusters Score -9019857 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -9020467.000000 Penalty: 5351.747559
	Iteration 13Q: 3 clusters Score -9020467 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -9020706.000000 Penalty: 5351.747559
	Iteration 14Q: 3 clusters Score -9020706 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -9020813.000000 Penalty: 5351.747559
	Iteration 15Q: 3 clusters Score -9020813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -9020889.000000 Penalty: 5351.747559
	Iteration 16Q: 3 clusters Score -9020889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -9020912.000000 Penalty: 5351.747559
	Iteration 17Q: 3 clusters Score -9020912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -9020943.000000 Penalty: 5351.747559
	Iteration 18Q: 3 clusters Score -9020943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -9020970.000000 Penalty: 5351.747559
	Iteration 19Q: 3 clusters Score -9020970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -9020976.000000 Penalty: 5351.747559
	Iteration 20F: 3 clusters Score -9020976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -9020987.000000 Penalty: 5351.747559
	Iteration 21Q: 3 clusters Score -9020987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -9020998.000000 Penalty: 5351.747559
	Iteration 22Q: 3 clusters Score -9020998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -9020998.000000 Penalty: 5351.747559
	Iteration 23Q: 3 clusters Score -9020998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -9021007.000000 Penalty: 5351.747559
	Iteration 24Q: 3 clusters Score -9021007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -9021004.000000 Penalty: 5351.747559
	Iteration 25Q: 3 clusters Score -9021004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -9021006.000000 Penalty: 5351.747559
	Iteration 26Q: 3 clusters Score -9021006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -9021016.000000 Penalty: 5351.747559
	Iteration 27Q: 3 clusters Score -9021016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -9021015.000000 Penalty: 5351.747559
	Iteration 28Q: 3 clusters Score -9021015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -9021013.000000 Penalty: 5351.747559
	Iteration 29Q: 3 clusters Score -9021013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -9021011.000000 Penalty: 5351.747559
	Iteration 30Q: 3 clusters Score -9021011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -9021029.000000 Penalty: 5351.747559
	Iteration 31Q: 3 clusters Score -9021029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -9021021.000000 Penalty: 5351.747559
	Iteration 32Q: 3 clusters Score -9021021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -9021022.000000 Penalty: 5351.747559
	Iteration 33Q: 3 clusters Score -9021022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -9021031.000000 Penalty: 5351.747559
	Iteration 34Q: 3 clusters Score -9021031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -9021031.000000 Penalty: 5351.747559
	Iteration 35F: 3 clusters Score -9021031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Entering Unmasked Estep 
Score: -9285083.000000 Penalty: 2683.081787
	Iteration 0F: 2 clusters Score -9285083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -9252661.000000 Penalty: 5366.163574
	Iteration 0F: 3 clusters Score -9252661 nChanged 23100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -9265318.000000 Penalty: 5366.163574
	Iteration 1F: 3 clusters Score -9265318 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -9265804.000000 Penalty: 5366.163574
	Iteration 2Q: 3 clusters Score -9265804 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -9266339.000000 Penalty: 5366.163574
	Iteration 3Q: 3 clusters Score -9266339 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -9266998.000000 Penalty: 5366.163574
	Iteration 4Q: 3 clusters Score -9266998 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -9267896.000000 Penalty: 5366.163574
	Iteration 5Q: 3 clusters Score -9267896 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -9269320.000000 Penalty: 5366.163574
	Iteration 6F: 3 clusters Score -9269320 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -9271524.000000 Penalty: 5366.163574
	Iteration 7F: 3 clusters Score -9271524 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -9274335.000000 Penalty: 5366.163574
	Iteration 8F: 3 clusters Score -9274335 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -9277252.000000 Penalty: 5366.163574
	Iteration 9F: 3 clusters Score -9277252 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -9279656.000000 Penalty: 5366.163574
	Iteration 10F: 3 clusters Score -9279656 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -9281191.000000 Penalty: 5366.163574
	Iteration 11Q: 3 clusters Score -9281191 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -9281935.000000 Penalty: 5366.163574
	Iteration 12Q: 3 clusters Score -9281935 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -9282303.000000 Penalty: 5366.163574
	Iteration 13Q: 3 clusters Score -9282303 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -9282531.000000 Penalty: 5366.163574
	Iteration 14Q: 3 clusters Score -9282531 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -9282670.000000 Penalty: 5366.163574
	Iteration 15Q: 3 clusters Score -9282670 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -9282736.000000 Penalty: 5366.163574
	Iteration 16Q: 3 clusters Score -9282736 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -9282777.000000 Penalty: 5366.163574
	Iteration 17Q: 3 clusters Score -9282777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -9282838.000000 Penalty: 5366.163574
	Iteration 18Q: 3 clusters Score -9282838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -9282880.000000 Penalty: 5366.163574
	Iteration 19Q: 3 clusters Score -9282880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -9282894.000000 Penalty: 5366.163574
	Iteration 20F: 3 clusters Score -9282894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -9282899.000000 Penalty: 5366.163574
	Iteration 21Q: 3 clusters Score -9282899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -9282924.000000 Penalty: 5366.163574
	Iteration 22Q: 3 clusters Score -9282924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -9282933.000000 Penalty: 5366.163574
	Iteration 23Q: 3 clusters Score -9282933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -9282954.000000 Penalty: 5366.163574
	Iteration 24Q: 3 clusters Score -9282954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -9282964.000000 Penalty: 5366.163574
	Iteration 25Q: 3 clusters Score -9282964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -9282983.000000 Penalty: 5366.163574
	Iteration 26Q: 3 clusters Score -9282983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -9282993.000000 Penalty: 5366.163574
	Iteration 27Q: 3 clusters Score -9282993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -9282996.000000 Penalty: 5366.163574
	Iteration 28Q: 3 clusters Score -9282996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -9283003.000000 Penalty: 5366.163574
	Iteration 29Q: 3 clusters Score -9283003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -9283012.000000 Penalty: 5366.163574
	Iteration 30Q: 3 clusters Score -9283012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -9283007.000000 Penalty: 5366.163574
	Iteration 31Q: 3 clusters Score -9283007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -9283009.000000 Penalty: 5366.163574
	Iteration 32Q: 3 clusters Score -9283009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -9283006.000000 Penalty: 5366.163574
	Iteration 33Q: 3 clusters Score -9283006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -9283006.000000 Penalty: 5366.163574
	Iteration 34F: 3 clusters Score -9283006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Entering Unmasked Estep 
Score: -4460571.500000 Penalty: 2498.412109
	Iteration 0F: 2 clusters Score -4460572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -4444015.500000 Penalty: 4996.824219
	Iteration 0F: 3 clusters Score -4444016 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -4449742.500000 Penalty: 4996.824219
	Iteration 1F: 3 clusters Score -4449742 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -4450169.000000 Penalty: 4996.824219
	Iteration 2Q: 3 clusters Score -4450169 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4450566.000000 Penalty: 4996.824219
	Iteration 3Q: 3 clusters Score -4450566 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -4451000.000000 Penalty: 4996.824219
	Iteration 4Q: 3 clusters Score -4451000 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -4451545.000000 Penalty: 4996.824219
	Iteration 5Q: 3 clusters Score -4451545 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -4452297.500000 Penalty: 4996.824219
	Iteration 6F: 3 clusters Score -4452298 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -4453354.500000 Penalty: 4996.824219
	Iteration 7F: 3 clusters Score -4453354 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -4454685.500000 Penalty: 4996.824219
	Iteration 8F: 3 clusters Score -4454686 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4456029.000000 Penalty: 4996.824219
	Iteration 9F: 3 clusters Score -4456029 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4457081.500000 Penalty: 4996.824219
	Iteration 10Q: 3 clusters Score -4457082 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4457675.500000 Penalty: 4996.824219
	Iteration 11Q: 3 clusters Score -4457676 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4457993.500000 Penalty: 4996.824219
	Iteration 12Q: 3 clusters Score -4457994 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4458145.000000 Penalty: 4996.824219
	Iteration 13Q: 3 clusters Score -4458145 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4458238.500000 Penalty: 4996.824219
	Iteration 14Q: 3 clusters Score -4458238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4458294.500000 Penalty: 4996.824219
	Iteration 15Q: 3 clusters Score -4458294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4458328.000000 Penalty: 4996.824219
	Iteration 16Q: 3 clusters Score -4458328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4458347.500000 Penalty: 4996.824219
	Iteration 17Q: 3 clusters Score -4458348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4458361.500000 Penalty: 4996.824219
	Iteration 18Q: 3 clusters Score -4458362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4458369.000000 Penalty: 4996.824219
	Iteration 19Q: 3 clusters Score -4458369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4458376.500000 Penalty: 4996.824219
	Iteration 20F: 3 clusters Score -4458376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Entering Unmasked Estep 
Score: -7467657.500000 Penalty: 2628.986328
	Iteration 0F: 2 clusters Score -7467658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -7440598.500000 Penalty: 5257.972656
	Iteration 0F: 3 clusters Score -7440598 nChanged 18280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -7450812.500000 Penalty: 5257.972656
	Iteration 1F: 3 clusters Score -7450812 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -7451294.000000 Penalty: 5257.972656
	Iteration 2Q: 3 clusters Score -7451294 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -7451744.500000 Penalty: 5257.972656
	Iteration 3Q: 3 clusters Score -7451744 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -7452180.500000 Penalty: 5257.972656
	Iteration 4Q: 3 clusters Score -7452180 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -7452745.000000 Penalty: 5257.972656
	Iteration 5Q: 3 clusters Score -7452745 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -7453586.000000 Penalty: 5257.972656
	Iteration 6Q: 3 clusters Score -7453586 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -7454691.500000 Penalty: 5257.972656
	Iteration 7F: 3 clusters Score -7454692 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -7456391.500000 Penalty: 5257.972656
	Iteration 8F: 3 clusters Score -7456392 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -7458567.000000 Penalty: 5257.972656
	Iteration 9F: 3 clusters Score -7458567 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -7460974.500000 Penalty: 5257.972656
	Iteration 10F: 3 clusters Score -7460974 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -7462754.500000 Penalty: 5257.972656
	Iteration 11F: 3 clusters Score -7462754 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -7463969.000000 Penalty: 5257.972656
	Iteration 12Q: 3 clusters Score -7463969 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -7464593.500000 Penalty: 5257.972656
	Iteration 13Q: 3 clusters Score -7464594 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -7464942.500000 Penalty: 5257.972656
	Iteration 14Q: 3 clusters Score -7464942 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7465092.500000 Penalty: 5257.972656
	Iteration 15Q: 3 clusters Score -7465092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -7465188.000000 Penalty: 5257.972656
	Iteration 16Q: 3 clusters Score -7465188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -7465245.000000 Penalty: 5257.972656
	Iteration 17Q: 3 clusters Score -7465245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -7465275.500000 Penalty: 5257.972656
	Iteration 18Q: 3 clusters Score -7465276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -7465306.500000 Penalty: 5257.972656
	Iteration 19Q: 3 clusters Score -7465306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7465323.500000 Penalty: 5257.972656
	Iteration 20F: 3 clusters Score -7465324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -7465344.000000 Penalty: 5257.972656
	Iteration 21Q: 3 clusters Score -7465344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -7465356.000000 Penalty: 5257.972656
	Iteration 22Q: 3 clusters Score -7465356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -7465358.000000 Penalty: 5257.972656
	Iteration 23Q: 3 clusters Score -7465358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -7465365.500000 Penalty: 5257.972656
	Iteration 24Q: 3 clusters Score -7465366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -7465369.000000 Penalty: 5257.972656
	Iteration 25Q: 3 clusters Score -7465369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -7465387.000000 Penalty: 5257.972656
	Iteration 26Q: 3 clusters Score -7465387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -7465392.500000 Penalty: 5257.972656
	Iteration 27Q: 3 clusters Score -7465392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -7465405.000000 Penalty: 5257.972656
	Iteration 28Q: 3 clusters Score -7465405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -7465400.500000 Penalty: 5257.972656
	Iteration 29Q: 3 clusters Score -7465400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -7465400.000000 Penalty: 5257.972656
	Iteration 30Q: 3 clusters Score -7465400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -7465409.000000 Penalty: 5257.972656
	Iteration 31Q: 3 clusters Score -7465409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -7465411.500000 Penalty: 5257.972656
	Iteration 32Q: 3 clusters Score -7465412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -7465413.000000 Penalty: 5257.972656
	Iteration 33Q: 3 clusters Score -7465413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -7465419.500000 Penalty: 5257.972656
	Iteration 34Q: 3 clusters Score -7465420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -7465419.000000 Penalty: 5257.972656
	Iteration 35Q: 3 clusters Score -7465419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -7465418.000000 Penalty: 5257.972656
	Iteration 36Q: 3 clusters Score -7465418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -7465418.000000 Penalty: 5257.972656
	Iteration 37F: 3 clusters Score -7465418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Entering Unmasked Estep 
Score: -1802780.500000 Penalty: 2277.070312
	Iteration 0F: 2 clusters Score -1802780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1795237.000000 Penalty: 4554.140625
	Iteration 0F: 3 clusters Score -1795237 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1797502.500000 Penalty: 4554.140625
	Iteration 1F: 3 clusters Score -1797502 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1797933.250000 Penalty: 4554.140625
	Iteration 2F: 3 clusters Score -1797933 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1798352.750000 Penalty: 4554.140625
	Iteration 3F: 3 clusters Score -1798353 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1798806.625000 Penalty: 4554.140625
	Iteration 4F: 3 clusters Score -1798807 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1799280.875000 Penalty: 4554.140625
	Iteration 5F: 3 clusters Score -1799281 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1799817.625000 Penalty: 4554.140625
	Iteration 6F: 3 clusters Score -1799818 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1800288.000000 Penalty: 4554.140625
	Iteration 7F: 3 clusters Score -1800288 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1800704.000000 Penalty: 4554.140625
	Iteration 8F: 3 clusters Score -1800704 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1801017.125000 Penalty: 4554.140625
	Iteration 9Q: 3 clusters Score -1801017 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1801238.125000 Penalty: 4554.140625
	Iteration 10Q: 3 clusters Score -1801238 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1801352.000000 Penalty: 4554.140625
	Iteration 11Q: 3 clusters Score -1801352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1801401.625000 Penalty: 4554.140625
	Iteration 12Q: 3 clusters Score -1801402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1801423.125000 Penalty: 4554.140625
	Iteration 13Q: 3 clusters Score -1801423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1801437.750000 Penalty: 4554.140625
	Iteration 14Q: 3 clusters Score -1801438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1801446.000000 Penalty: 4554.140625
	Iteration 15Q: 3 clusters Score -1801446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1801454.125000 Penalty: 4554.140625
	Iteration 16Q: 3 clusters Score -1801454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1801460.750000 Penalty: 4554.140625
	Iteration 17Q: 3 clusters Score -1801461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1801466.500000 Penalty: 4554.140625
	Iteration 18Q: 3 clusters Score -1801466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1801475.750000 Penalty: 4554.140625
	Iteration 19Q: 3 clusters Score -1801476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1801483.750000 Penalty: 4554.140625
	Iteration 20F: 3 clusters Score -1801484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1801480.000000 Penalty: 4554.140625
	Iteration 21Q: 3 clusters Score -1801480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1801479.750000 Penalty: 4554.140625
	Iteration 22Q: 3 clusters Score -1801480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1801484.375000 Penalty: 4554.140625
	Iteration 23Q: 3 clusters Score -1801484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1801484.125000 Penalty: 4554.140625
	Iteration 24Q: 3 clusters Score -1801484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1801482.250000 Penalty: 4554.140625
	Iteration 25Q: 3 clusters Score -1801482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1801481.125000 Penalty: 4554.140625
	Iteration 26Q: 3 clusters Score -1801481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1801481.375000 Penalty: 4554.140625
	Iteration 27Q: 3 clusters Score -1801481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1801485.000000 Penalty: 4554.140625
	Iteration 28Q: 3 clusters Score -1801485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1801483.625000 Penalty: 4554.140625
	Iteration 29Q: 3 clusters Score -1801484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1801481.375000 Penalty: 4554.140625
	Iteration 30Q: 3 clusters Score -1801481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1801483.000000 Penalty: 4554.140625
	Iteration 31Q: 3 clusters Score -1801483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1801483.000000 Penalty: 4554.140625
	Iteration 32F: 3 clusters Score -1801483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (50843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Entering Unmasked Estep 
Score: -9530907.000000 Penalty: 2687.451416
	Iteration 0F: 2 clusters Score -9530907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -9498798.000000 Penalty: 5374.902832
	Iteration 0F: 3 clusters Score -9498798 nChanged 23622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -9511729.000000 Penalty: 5374.902832
	Iteration 1F: 3 clusters Score -9511729 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -9512211.000000 Penalty: 5374.902832
	Iteration 2Q: 3 clusters Score -9512211 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -9512657.000000 Penalty: 5374.902832
	Iteration 3Q: 3 clusters Score -9512657 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -9513034.000000 Penalty: 5374.902832
	Iteration 4Q: 3 clusters Score -9513034 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -9513517.000000 Penalty: 5374.902832
	Iteration 5Q: 3 clusters Score -9513517 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -9514150.000000 Penalty: 5374.902832
	Iteration 6Q: 3 clusters Score -9514150 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -9514937.000000 Penalty: 5374.902832
	Iteration 7Q: 3 clusters Score -9514937 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -9516113.000000 Penalty: 5374.902832
	Iteration 8Q: 3 clusters Score -9516113 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -9517709.000000 Penalty: 5374.902832
	Iteration 9F: 3 clusters Score -9517709 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -9519914.000000 Penalty: 5374.902832
	Iteration 10F: 3 clusters Score -9519914 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -9522238.000000 Penalty: 5374.902832
	Iteration 11F: 3 clusters Score -9522238 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -9523842.000000 Penalty: 5374.902832
	Iteration 12F: 3 clusters Score -9523842 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -9524670.000000 Penalty: 5374.902832
	Iteration 13Q: 3 clusters Score -9524670 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -9525079.000000 Penalty: 5374.902832
	Iteration 14Q: 3 clusters Score -9525079 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -9525512.000000 Penalty: 5374.902832
	Iteration 15Q: 3 clusters Score -9525512 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -9525855.000000 Penalty: 5374.902832
	Iteration 16Q: 3 clusters Score -9525855 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -9526173.000000 Penalty: 5374.902832
	Iteration 17Q: 3 clusters Score -9526173 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -9526503.000000 Penalty: 5374.902832
	Iteration 18Q: 3 clusters Score -9526503 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -9526828.000000 Penalty: 5374.902832
	Iteration 19Q: 3 clusters Score -9526828 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -9527105.000000 Penalty: 5374.902832
	Iteration 20F: 3 clusters Score -9527105 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -9527430.000000 Penalty: 5374.902832
	Iteration 21Q: 3 clusters Score -9527430 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -9527738.000000 Penalty: 5374.902832
	Iteration 22Q: 3 clusters Score -9527738 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -9528068.000000 Penalty: 5374.902832
	Iteration 23Q: 3 clusters Score -9528068 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -9528365.000000 Penalty: 5374.902832
	Iteration 24Q: 3 clusters Score -9528365 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -9528580.000000 Penalty: 5374.902832
	Iteration 25Q: 3 clusters Score -9528580 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -9528689.000000 Penalty: 5374.902832
	Iteration 26Q: 3 clusters Score -9528689 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -9528760.000000 Penalty: 5374.902832
	Iteration 27Q: 3 clusters Score -9528760 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -9528787.000000 Penalty: 5374.902832
	Iteration 28Q: 3 clusters Score -9528787 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -9528805.000000 Penalty: 5374.902832
	Iteration 29Q: 3 clusters Score -9528805 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -9528854.000000 Penalty: 5374.902832
	Iteration 30Q: 3 clusters Score -9528854 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -9528896.000000 Penalty: 5374.902832
	Iteration 31Q: 3 clusters Score -9528896 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -9528895.000000 Penalty: 5374.902832
	Iteration 32Q: 3 clusters Score -9528895 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -9528911.000000 Penalty: 5374.902832
	Iteration 33Q: 3 clusters Score -9528911 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -9528930.000000 Penalty: 5374.902832
	Iteration 34Q: 3 clusters Score -9528930 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9528944 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9528914 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9528897 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9528868 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9528843 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -9528865.000000 Penalty: 5374.902832
	Iteration 40F: 3 clusters Score -9528865 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9528829 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9528810 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9528782 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9528824 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9528790 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9528827 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9528848 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9528879 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9528865 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9528935 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9528946 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -9528999.000000 Penalty: 5374.902832
	Iteration 52Q: 3 clusters Score -9528999 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -9529006.000000 Penalty: 5374.902832
	Iteration 53Q: 3 clusters Score -9529006 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -9529043.000000 Penalty: 5374.902832
	Iteration 54Q: 3 clusters Score -9529043 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -9529063.000000 Penalty: 5374.902832
	Iteration 55Q: 3 clusters Score -9529063 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -9529115.000000 Penalty: 5374.902832
	Iteration 56Q: 3 clusters Score -9529115 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9529146 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9529142 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9529142 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -9529144.000000 Penalty: 5374.902832
	Iteration 60F: 3 clusters Score -9529144 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9529174 nChanged 195
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Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9529170 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9529178 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9529186 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9529160 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9529165 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9529178 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -9529156.000000 Penalty: 5374.902832
	Iteration 68Q: 3 clusters Score -9529156 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9529120 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9529124 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -9529137.000000 Penalty: 5374.902832
	Iteration 71Q: 3 clusters Score -9529137 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9529099 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -9529103.000000 Penalty: 5374.902832
	Iteration 73Q: 3 clusters Score -9529103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -9529115.000000 Penalty: 5374.902832
	Iteration 74Q: 3 clusters Score -9529115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -9529101.000000 Penalty: 5374.902832
	Iteration 75Q: 3 clusters Score -9529101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9529100 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -9529096.000000 Penalty: 5374.902832
	Iteration 77Q: 3 clusters Score -9529096 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9529113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -9529104.000000 Penalty: 5374.902832
	Iteration 79Q: 3 clusters Score -9529104 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9529101 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9529106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9529098 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9529096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -9529111.000000 Penalty: 5374.902832
	Iteration 84Q: 3 clusters Score -9529111 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9529055 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -9529061.000000 Penalty: 5374.902832
	Iteration 86Q: 3 clusters Score -9529061 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9529095 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9529083 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9529073 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -9529081.000000 Penalty: 5374.902832
	Iteration 90Q: 3 clusters Score -9529081 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9529048 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9529080 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -9529059.000000 Penalty: 5374.902832
	Iteration 93Q: 3 clusters Score -9529059 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9529064 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9529059 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9529063 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9529077 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9529066 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9529074 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9529063 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9529086 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9529095 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9529088 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9529081 nChanged 29
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Mstep: Class 1 contains 11907 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9529085 nChanged 37
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Mstep: Class 1 contains 11870 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9529081 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9529069 nChanged 17
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Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9529083 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9529065 nChanged 10
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Mstep: Class 1 contains 11796 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9529086 nChanged 7
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9529075 nChanged 3
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9529066 nChanged 8
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9529077 nChanged 12
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9529079 nChanged 14
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9529101 nChanged 15
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9529083 nChanged 21
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Entering Unmasked Estep 
Score: -9529091.000000 Penalty: 5374.902832
	Iteration 117Q: 3 clusters Score -9529091 nChanged 32
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Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9529092 nChanged 57
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9529094 nChanged 63
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Entering Unmasked Estep 
Score: -9529097.000000 Penalty: 5374.902832
	Iteration 120F: 3 clusters Score -9529097 nChanged 52
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9529106 nChanged 69
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9529066 nChanged 59
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9529068 nChanged 55
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9529061 nChanged 97
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9529066 nChanged 121
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9529088 nChanged 131
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9529088 nChanged 138
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Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -9529088.000000 Penalty: 5374.902832
	Iteration 128Q: 3 clusters Score -9529088 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -9529083.000000 Penalty: 5374.902832
	Iteration 129Q: 3 clusters Score -9529083 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -9529081.000000 Penalty: 5374.902832
	Iteration 130Q: 3 clusters Score -9529081 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -9529101.000000 Penalty: 5374.902832
	Iteration 131Q: 3 clusters Score -9529101 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -9529108.000000 Penalty: 5374.902832
	Iteration 132Q: 3 clusters Score -9529108 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -9529107.000000 Penalty: 5374.902832
	Iteration 133Q: 3 clusters Score -9529107 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -9529095.000000 Penalty: 5374.902832
	Iteration 134Q: 3 clusters Score -9529095 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -9529114.000000 Penalty: 5374.902832
	Iteration 135Q: 3 clusters Score -9529114 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -9529121.000000 Penalty: 5374.902832
	Iteration 136Q: 3 clusters Score -9529121 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -9529129.000000 Penalty: 5374.902832
	Iteration 137Q: 3 clusters Score -9529129 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -9529120.000000 Penalty: 5374.902832
	Iteration 138Q: 3 clusters Score -9529120 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -9529153.000000 Penalty: 5374.902832
	Iteration 139Q: 3 clusters Score -9529153 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -9529176.000000 Penalty: 5374.902832
	Iteration 140F: 3 clusters Score -9529176 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -9529173.000000 Penalty: 5374.902832
	Iteration 141Q: 3 clusters Score -9529173 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -9529162.000000 Penalty: 5374.902832
	Iteration 142Q: 3 clusters Score -9529162 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -9529140.000000 Penalty: 5374.902832
	Iteration 143Q: 3 clusters Score -9529140 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -9529102.000000 Penalty: 5374.902832
	Iteration 144Q: 3 clusters Score -9529102 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -9529111.000000 Penalty: 5374.902832
	Iteration 145Q: 3 clusters Score -9529111 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -9529139.000000 Penalty: 5374.902832
	Iteration 146Q: 3 clusters Score -9529139 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -9529147.000000 Penalty: 5374.902832
	Iteration 147Q: 3 clusters Score -9529147 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -9529142.000000 Penalty: 5374.902832
	Iteration 148Q: 3 clusters Score -9529142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -9529169.000000 Penalty: 5374.902832
	Iteration 149Q: 3 clusters Score -9529169 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -9529150.000000 Penalty: 5374.902832
	Iteration 150Q: 3 clusters Score -9529150 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -9529138.000000 Penalty: 5374.902832
	Iteration 151Q: 3 clusters Score -9529138 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -9529183.000000 Penalty: 5374.902832
	Iteration 152Q: 3 clusters Score -9529183 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -9529203.000000 Penalty: 5374.902832
	Iteration 153Q: 3 clusters Score -9529203 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -9529189.000000 Penalty: 5374.902832
	Iteration 154Q: 3 clusters Score -9529189 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -9529206.000000 Penalty: 5374.902832
	Iteration 155Q: 3 clusters Score -9529206 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -9529238.000000 Penalty: 5374.902832
	Iteration 156Q: 3 clusters Score -9529238 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -9529269.000000 Penalty: 5374.902832
	Iteration 157Q: 3 clusters Score -9529269 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -9529287.000000 Penalty: 5374.902832
	Iteration 158Q: 3 clusters Score -9529287 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -9529330.000000 Penalty: 5374.902832
	Iteration 159Q: 3 clusters Score -9529330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -9529331.000000 Penalty: 5374.902832
	Iteration 160F: 3 clusters Score -9529331 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -9529345.000000 Penalty: 5374.902832
	Iteration 161Q: 3 clusters Score -9529345 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -9529368.000000 Penalty: 5374.902832
	Iteration 162Q: 3 clusters Score -9529368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -9529353.000000 Penalty: 5374.902832
	Iteration 163Q: 3 clusters Score -9529353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -9529339.000000 Penalty: 5374.902832
	Iteration 164Q: 3 clusters Score -9529339 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -9529353.000000 Penalty: 5374.902832
	Iteration 165Q: 3 clusters Score -9529353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -9529337.000000 Penalty: 5374.902832
	Iteration 166Q: 3 clusters Score -9529337 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -9529338.000000 Penalty: 5374.902832
	Iteration 167Q: 3 clusters Score -9529338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -9529328.000000 Penalty: 5374.902832
	Iteration 168Q: 3 clusters Score -9529328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -9529315.000000 Penalty: 5374.902832
	Iteration 169Q: 3 clusters Score -9529315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -9529309.000000 Penalty: 5374.902832
	Iteration 170Q: 3 clusters Score -9529309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -9529303.000000 Penalty: 5374.902832
	Iteration 171Q: 3 clusters Score -9529303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -9529308.000000 Penalty: 5374.902832
	Iteration 172Q: 3 clusters Score -9529308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -9529293.000000 Penalty: 5374.902832
	Iteration 173Q: 3 clusters Score -9529293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -9529296.000000 Penalty: 5374.902832
	Iteration 174Q: 3 clusters Score -9529296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -9529302.000000 Penalty: 5374.902832
	Iteration 175Q: 3 clusters Score -9529302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -9529291.000000 Penalty: 5374.902832
	Iteration 176Q: 3 clusters Score -9529291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -9529302.000000 Penalty: 5374.902832
	Iteration 177Q: 3 clusters Score -9529302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -9529307.000000 Penalty: 5374.902832
	Iteration 178Q: 3 clusters Score -9529307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -9529303.000000 Penalty: 5374.902832
	Iteration 179Q: 3 clusters Score -9529303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -9529291.000000 Penalty: 5374.902832
	Iteration 180F: 3 clusters Score -9529291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -9529302.000000 Penalty: 5374.902832
	Iteration 181Q: 3 clusters Score -9529302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -9529310.000000 Penalty: 5374.902832
	Iteration 182Q: 3 clusters Score -9529310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -9529310.000000 Penalty: 5374.902832
	Iteration 183Q: 3 clusters Score -9529310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -9529318.000000 Penalty: 5374.902832
	Iteration 184Q: 3 clusters Score -9529318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -9529307.000000 Penalty: 5374.902832
	Iteration 185Q: 3 clusters Score -9529307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -9529292.000000 Penalty: 5374.902832
	Iteration 186Q: 3 clusters Score -9529292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -9529314.000000 Penalty: 5374.902832
	Iteration 187Q: 3 clusters Score -9529314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -9529301.000000 Penalty: 5374.902832
	Iteration 188Q: 3 clusters Score -9529301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -9529291.000000 Penalty: 5374.902832
	Iteration 189Q: 3 clusters Score -9529291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -9529287.000000 Penalty: 5374.902832
	Iteration 190Q: 3 clusters Score -9529287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -9529289.000000 Penalty: 5374.902832
	Iteration 191Q: 3 clusters Score -9529289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -9529292.000000 Penalty: 5374.902832
	Iteration 192Q: 3 clusters Score -9529292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -9529295.000000 Penalty: 5374.902832
	Iteration 193Q: 3 clusters Score -9529295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -9529296.000000 Penalty: 5374.902832
	Iteration 194Q: 3 clusters Score -9529296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -9529294.000000 Penalty: 5374.902832
	Iteration 195Q: 3 clusters Score -9529294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -9529294.000000 Penalty: 5374.902832
	Iteration 196F: 3 clusters Score -9529294 nChanged 0
--- Evaluating fit on full set of 1807857 points ---
Entering Unmasked Estep 
Score: -333276800.000000 Penalty: 100046.742188
20->29 Clusters: Score -333276800.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 602619 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 29888 members 
Mstep: Class 3 contains 30231 members 
Mstep: Class 4 contains 29870 members 
Mstep: Class 5 contains 30158 members 
Mstep: Class 6 contains 29909 members 
Mstep: Class 7 contains 30384 members 
Mstep: Class 8 contains 30294 members 
Mstep: Class 9 contains 29872 members 
Mstep: Class 10 contains 30102 members 
Mstep: Class 11 contains 30061 members 
Mstep: Class 12 contains 30283 members 
Mstep: Class 13 contains 30318 members 
Mstep: Class 14 contains 30233 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 30129 members 
Mstep: Class 17 contains 30157 members 
Mstep: Class 18 contains 29988 members 
Mstep: Class 19 contains 30036 members 
Mstep: Class 20 contains 30139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1245.189453 but Gain 3300.640625
Score: -104694680.000000 Penalty: 62712.195312
Iteration 0F: 20 clusters Score -1.046947e+08 nChanged 572160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1784 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 22816 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 11519 members 
Mstep: Class 5 contains 30555 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 36679 members 
Mstep: Class 8 contains 298353 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 6023 members 
Mstep: Class 11 contains 74234 members 
Mstep: Class 12 contains 18238 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 5434 members 
Mstep: Class 16 contains 3977 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 35567 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 23648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 863.185791 but Gain 3300.640625
Score: -108802312.000000 Penalty: 59411.554688
Iteration 1F: 19 clusters Score -1.088023e+08 nChanged 267441
Entering Unmasked Mstep 
Mstep: Class 0 contains 1450 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 36953 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 7001 members 
Mstep: Class 5 contains 43789 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 165430 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 194168 members 
Mstep: Class 12 contains 17145 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 1686 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 27503 members 
Mstep: Class 19 contains 1849 members 
Mstep: Class 20 contains 43482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2553.115723 but Gain 3300.640625
Score: -109269256.000000 Penalty: 56110.914062
Iteration 2F: 18 clusters Score -1.092693e+08 nChanged 199054
Entering Unmasked Mstep 
Mstep: Class 0 contains 917 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 55579 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 67519 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 65320 members 
Mstep: Class 8 contains 115240 members 
Mstep: Class 9 contains 1610 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 140419 members 
Mstep: Class 12 contains 19311 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 17 contains 1355 members 
Mstep: Class 18 contains 34457 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 82186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2215.887207 but Gain 3300.644531
Score: -109553816.000000 Penalty: 52810.269531
Iteration 3F: 17 clusters Score -1.095538e+08 nChanged 180648
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 78878 members 
Mstep: Class 3 contains 582 members 
Mstep: Class 4 contains 3419 members 
Mstep: Class 5 contains 91512 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 79615 members 
Mstep: Class 8 contains 86525 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 11 contains 79637 members 
Mstep: Class 12 contains 20130 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 43682 members 
Mstep: Class 19 contains 2421 members 
Mstep: Class 20 contains 104530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2134.940674 but Gain 3300.640625
Score: -109638424.000000 Penalty: 49509.628906
Iteration 4F: 16 clusters Score -1.096384e+08 nChanged 139264
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 2 contains 93801 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 85750 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 91844 members 
Mstep: Class 8 contains 84542 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 11 contains 72000 members 
Mstep: Class 12 contains 23910 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 55290 members 
Mstep: Class 19 contains 2042 members 
Mstep: Class 20 contains 81982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1790.687256 but Gain 3300.640625
Score: -109702360.000000 Penalty: 46208.988281
Iteration 5F: 15 clusters Score -1.097024e+08 nChanged 98315
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 2 contains 82771 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 5 contains 76855 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 93403 members 
Mstep: Class 8 contains 78435 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 11 contains 73603 members 
Mstep: Class 12 contains 30978 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 67726 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 87760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109764032.000000 Penalty: 46208.988281
Iteration 6F: 15 clusters Score -1.09764e+08 nChanged 74452
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 2 contains 78875 members 
Mstep: Class 3 contains 661 members 
Mstep: Class 5 contains 73670 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 86585 members 
Mstep: Class 8 contains 74320 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 11 contains 70262 members 
Mstep: Class 12 contains 41880 members 
Mstep: Class 13 contains 3715 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 79890 members 
Mstep: Class 19 contains 2328 members 
Mstep: Class 20 contains 85674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109819768.000000 Penalty: 46208.988281
Iteration 7F: 15 clusters Score -1.098198e+08 nChanged 73347
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 2 contains 77614 members 
Mstep: Class 3 contains 687 members 
Mstep: Class 5 contains 69610 members 
Mstep: Class 6 contains 1459 members 
Mstep: Class 7 contains 73988 members 
Mstep: Class 8 contains 69794 members 
Mstep: Class 9 contains 1698 members 
Mstep: Class 11 contains 64448 members 
Mstep: Class 12 contains 56485 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 93256 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 85343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109870904.000000 Penalty: 46208.988281
Iteration 8F: 15 clusters Score -1.098709e+08 nChanged 76086
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 2 contains 76888 members 
Mstep: Class 3 contains 713 members 
Mstep: Class 5 contains 64671 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 63325 members 
Mstep: Class 8 contains 66202 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 11 contains 55085 members 
Mstep: Class 12 contains 72596 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 105765 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 85145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109877264.000000 Penalty: 46208.988281
Iteration 9F: 15 clusters Score -1.098773e+08 nChanged 74606
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 2 contains 77737 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 5 contains 60943 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 61095 members 
Mstep: Class 8 contains 62693 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 11 contains 48187 members 
Mstep: Class 12 contains 85287 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 106858 members 
Mstep: Class 19 contains 4756 members 
Mstep: Class 20 contains 85555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109882416.000000 Penalty: 46208.988281
Iteration 10F: 15 clusters Score -1.098824e+08 nChanged 59652
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 77651 members 
Mstep: Class 3 contains 804 members 
Mstep: Class 5 contains 60997 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 60876 members 
Mstep: Class 8 contains 61800 members 
Mstep: Class 9 contains 1744 members 
Mstep: Class 11 contains 48500 members 
Mstep: Class 12 contains 87602 members 
Mstep: Class 13 contains 4116 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 104997 members 
Mstep: Class 19 contains 6090 members 
Mstep: Class 20 contains 84660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109898752.000000 Penalty: 46208.988281
Iteration 11F: 15 clusters Score -1.098988e+08 nChanged 44311
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 78709 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 5 contains 61345 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 60473 members 
Mstep: Class 8 contains 61992 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 11 contains 51347 members 
Mstep: Class 12 contains 83806 members 
Mstep: Class 13 contains 3914 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 103707 members 
Mstep: Class 19 contains 7407 members 
Mstep: Class 20 contains 84593 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 12F: 15 clusters Score -1.099124e+08 nChanged 36492
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 79492 members 
Mstep: Class 3 contains 957 members 
Mstep: Class 5 contains 61511 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 59655 members 
Mstep: Class 8 contains 62705 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 11 contains 54444 members 
Mstep: Class 12 contains 79871 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 102859 members 
Mstep: Class 19 contains 8783 members 
Mstep: Class 20 contains 84344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109924488.000000 Penalty: 46208.988281
Iteration 13F: 15 clusters Score -1.099245e+08 nChanged 31129
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 79624 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 5 contains 61629 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 58440 members 
Mstep: Class 8 contains 63786 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 11 contains 57022 members 
Mstep: Class 12 contains 76990 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 17 contains 1450 members 
Mstep: Class 18 contains 102374 members 
Mstep: Class 19 contains 10148 members 
Mstep: Class 20 contains 83914 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14F: 15 clusters Score -1.099348e+08 nChanged 26218
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 79656 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 5 contains 61585 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 57322 members 
Mstep: Class 8 contains 65074 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 11 contains 58720 members 
Mstep: Class 12 contains 74823 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 102003 members 
Mstep: Class 19 contains 11478 members 
Mstep: Class 20 contains 83506 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 15Q: 15 clusters Score -1.099406e+08 nChanged 22403
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 79397 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 5 contains 61340 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 56267 members 
Mstep: Class 8 contains 67019 members 
Mstep: Class 9 contains 1514 members 
Mstep: Class 11 contains 59414 members 
Mstep: Class 12 contains 73090 members 
Mstep: Class 13 contains 3027 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 18 contains 101846 members 
Mstep: Class 19 contains 12803 members 
Mstep: Class 20 contains 83188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 16Q: 15 clusters Score -1.099449e+08 nChanged 19258
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 79175 members 
Mstep: Class 3 contains 1214 members 
Mstep: Class 5 contains 60937 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 55528 members 
Mstep: Class 8 contains 69322 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 11 contains 59783 members 
Mstep: Class 12 contains 71464 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 17 contains 1478 members 
Mstep: Class 18 contains 101412 members 
Mstep: Class 19 contains 14167 members 
Mstep: Class 20 contains 82740 members 
Entering Unmasked Estep 
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Iteration 17Q: 15 clusters Score -1.099499e+08 nChanged 18915
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 78297 members 
Mstep: Class 3 contains 1227 members 
Mstep: Class 5 contains 60393 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 54957 members 
Mstep: Class 8 contains 72307 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 11 contains 60474 members 
Mstep: Class 12 contains 69742 members 
Mstep: Class 13 contains 2742 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 100996 members 
Mstep: Class 19 contains 15662 members 
Mstep: Class 20 contains 81847 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 18Q: 15 clusters Score -1.099531e+08 nChanged 19415
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 77458 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 5 contains 59903 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 54441 members 
Mstep: Class 8 contains 74567 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 11 contains 61440 members 
Mstep: Class 12 contains 68269 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 17 contains 1487 members 
Mstep: Class 18 contains 100359 members 
Mstep: Class 19 contains 17424 members 
Mstep: Class 20 contains 80987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109955664.000000 Penalty: 46208.988281
Iteration 19Q: 15 clusters Score -1.099557e+08 nChanged 18785
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 76963 members 
Mstep: Class 3 contains 1218 members 
Mstep: Class 5 contains 59545 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 53891 members 
Mstep: Class 8 contains 75729 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 11 contains 62292 members 
Mstep: Class 12 contains 67152 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 99798 members 
Mstep: Class 19 contains 19355 members 
Mstep: Class 20 contains 80252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109958416.000000 Penalty: 46208.988281
Iteration 20F: 15 clusters Score -1.099584e+08 nChanged 17253
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 76752 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 5 contains 59130 members 
Mstep: Class 6 contains 962 members 
Mstep: Class 7 contains 53574 members 
Mstep: Class 8 contains 76146 members 
Mstep: Class 9 contains 1369 members 
Mstep: Class 11 contains 62832 members 
Mstep: Class 12 contains 66228 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 99065 members 
Mstep: Class 19 contains 21411 members 
Mstep: Class 20 contains 79941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109960552.000000 Penalty: 46208.988281
Iteration 21Q: 15 clusters Score -1.099606e+08 nChanged 15607
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 76581 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 5 contains 58749 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 53338 members 
Mstep: Class 8 contains 76560 members 
Mstep: Class 9 contains 1348 members 
Mstep: Class 11 contains 63150 members 
Mstep: Class 12 contains 65324 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 17 contains 1491 members 
Mstep: Class 18 contains 98294 members 
Mstep: Class 19 contains 23585 members 
Mstep: Class 20 contains 79559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109962744.000000 Penalty: 46208.988281
Iteration 22Q: 15 clusters Score -1.099627e+08 nChanged 14690
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 76337 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 5 contains 58402 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 53163 members 
Mstep: Class 8 contains 76852 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 11 contains 63335 members 
Mstep: Class 12 contains 64463 members 
Mstep: Class 13 contains 2375 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 97565 members 
Mstep: Class 19 contains 25689 members 
Mstep: Class 20 contains 79357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109965000.000000 Penalty: 46208.988281
Iteration 23Q: 15 clusters Score -1.09965e+08 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 76288 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 5 contains 58067 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 53036 members 
Mstep: Class 8 contains 77048 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 11 contains 63312 members 
Mstep: Class 12 contains 63730 members 
Mstep: Class 13 contains 2403 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 96817 members 
Mstep: Class 19 contains 27740 members 
Mstep: Class 20 contains 79129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109965888.000000 Penalty: 46208.988281
Iteration 24Q: 15 clusters Score -1.099659e+08 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 76276 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 5 contains 57738 members 
Mstep: Class 6 contains 887 members 
Mstep: Class 7 contains 52825 members 
Mstep: Class 8 contains 77256 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 11 contains 63288 members 
Mstep: Class 12 contains 63053 members 
Mstep: Class 13 contains 2432 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 96034 members 
Mstep: Class 19 contains 29856 members 
Mstep: Class 20 contains 78839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109967832.000000 Penalty: 46208.988281
Iteration 25Q: 15 clusters Score -1.099678e+08 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 76153 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 5 contains 57401 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 52668 members 
Mstep: Class 8 contains 77518 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 11 contains 63245 members 
Mstep: Class 12 contains 62441 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 17 contains 1501 members 
Mstep: Class 18 contains 95260 members 
Mstep: Class 19 contains 31901 members 
Mstep: Class 20 contains 78553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109969160.000000 Penalty: 46208.988281
Iteration 26Q: 15 clusters Score -1.099692e+08 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 76091 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 5 contains 57088 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 52643 members 
Mstep: Class 8 contains 77617 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 11 contains 63089 members 
Mstep: Class 12 contains 61967 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 94422 members 
Mstep: Class 19 contains 33937 members 
Mstep: Class 20 contains 78254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109970528.000000 Penalty: 46208.988281
Iteration 27Q: 15 clusters Score -1.099705e+08 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 75960 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 5 contains 56830 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 52631 members 
Mstep: Class 8 contains 77680 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 11 contains 62869 members 
Mstep: Class 12 contains 61519 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 93448 members 
Mstep: Class 19 contains 36043 members 
Mstep: Class 20 contains 78077 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 28Q: 15 clusters Score -1.099728e+08 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 75732 members 
Mstep: Class 3 contains 1320 members 
Mstep: Class 5 contains 56529 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 52514 members 
Mstep: Class 8 contains 77797 members 
Mstep: Class 9 contains 1237 members 
Mstep: Class 11 contains 62736 members 
Mstep: Class 12 contains 61127 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 17 contains 1507 members 
Mstep: Class 18 contains 92495 members 
Mstep: Class 19 contains 38193 members 
Mstep: Class 20 contains 77858 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 29Q: 15 clusters Score -1.099742e+08 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 75529 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 5 contains 56204 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 52445 members 
Mstep: Class 8 contains 77760 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 11 contains 62619 members 
Mstep: Class 12 contains 60750 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 91504 members 
Mstep: Class 19 contains 40364 members 
Mstep: Class 20 contains 77735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109975696.000000 Penalty: 46208.988281
Iteration 30Q: 15 clusters Score -1.099757e+08 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 75444 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 5 contains 55951 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 52464 members 
Mstep: Class 8 contains 77750 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 11 contains 62532 members 
Mstep: Class 12 contains 60418 members 
Mstep: Class 13 contains 2787 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 90062 members 
Mstep: Class 19 contains 42590 members 
Mstep: Class 20 contains 77626 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 31Q: 15 clusters Score -1.099782e+08 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 75301 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 5 contains 55663 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 52525 members 
Mstep: Class 8 contains 77772 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 11 contains 62495 members 
Mstep: Class 12 contains 60177 members 
Mstep: Class 13 contains 2869 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 88519 members 
Mstep: Class 19 contains 44834 members 
Mstep: Class 20 contains 77473 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 32Q: 15 clusters Score -1.099792e+08 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 75350 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 5 contains 55440 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 52648 members 
Mstep: Class 8 contains 77802 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 11 contains 62440 members 
Mstep: Class 12 contains 59887 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 86583 members 
Mstep: Class 19 contains 47065 members 
Mstep: Class 20 contains 77458 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 33Q: 15 clusters Score -1.099806e+08 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 75361 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 5 contains 55233 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 52754 members 
Mstep: Class 8 contains 77974 members 
Mstep: Class 9 contains 1237 members 
Mstep: Class 11 contains 62310 members 
Mstep: Class 12 contains 59559 members 
Mstep: Class 13 contains 3042 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 84568 members 
Mstep: Class 19 contains 49369 members 
Mstep: Class 20 contains 77457 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 34Q: 15 clusters Score -1.09983e+08 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 75236 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 5 contains 55116 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 52967 members 
Mstep: Class 8 contains 78175 members 
Mstep: Class 9 contains 1237 members 
Mstep: Class 11 contains 62265 members 
Mstep: Class 12 contains 59228 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 17 contains 1514 members 
Mstep: Class 18 contains 82306 members 
Mstep: Class 19 contains 51766 members 
Mstep: Class 20 contains 77430 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 35Q: 15 clusters Score -1.099853e+08 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 75169 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 5 contains 55029 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 53087 members 
Mstep: Class 8 contains 78294 members 
Mstep: Class 9 contains 1239 members 
Mstep: Class 11 contains 62279 members 
Mstep: Class 12 contains 58875 members 
Mstep: Class 13 contains 3238 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 80030 members 
Mstep: Class 19 contains 54295 members 
Mstep: Class 20 contains 77324 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 36Q: 15 clusters Score -1.099884e+08 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 75040 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 5 contains 54955 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 53011 members 
Mstep: Class 8 contains 78335 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 11 contains 62336 members 
Mstep: Class 12 contains 58489 members 
Mstep: Class 13 contains 3368 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 77986 members 
Mstep: Class 19 contains 56797 members 
Mstep: Class 20 contains 77295 members 
Entering Unmasked Estep 
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Iteration 37Q: 15 clusters Score -1.099911e+08 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 74917 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 5 contains 54902 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 52835 members 
Mstep: Class 8 contains 78266 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 11 contains 62407 members 
Mstep: Class 12 contains 58207 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 76120 members 
Mstep: Class 19 contains 59288 members 
Mstep: Class 20 contains 77171 members 
Entering Unmasked Estep 
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Iteration 38Q: 15 clusters Score -1.09994e+08 nChanged 11334
Entering ConstructFrom: 
Score: -109993992.000000 Penalty: 46208.988281
Entering ConstructFrom: 
Trying to split cluster 2 (74880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Entering Unmasked Estep 
Score: -13924798.000000 Penalty: 2783.463379
	Iteration 0F: 2 clusters Score -1.39248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -13898494.000000 Penalty: 5566.926758
	Iteration 0F: 3 clusters Score -1.389849e+07 nChanged 35097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -13918135.000000 Penalty: 5566.926758
	Iteration 1F: 3 clusters Score -1.391814e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -13918945.000000 Penalty: 5566.926758
	Iteration 2Q: 3 clusters Score -1.391894e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -13919979.000000 Penalty: 5566.926758
	Iteration 3Q: 3 clusters Score -1.391998e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -13921219.000000 Penalty: 5566.926758
	Iteration 4Q: 3 clusters Score -1.392122e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -13922972.000000 Penalty: 5566.926758
	Iteration 5F: 3 clusters Score -1.392297e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -13925633.000000 Penalty: 5566.926758
	Iteration 6F: 3 clusters Score -1.392563e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -13928159.000000 Penalty: 5566.926758
	Iteration 7F: 3 clusters Score -1.392816e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -13930644.000000 Penalty: 5566.926758
	Iteration 8F: 3 clusters Score -1.393064e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -13933084.000000 Penalty: 5566.926758
	Iteration 9F: 3 clusters Score -1.393308e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -13934308.000000 Penalty: 5566.926758
	Iteration 10Q: 3 clusters Score -1.393431e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -13935019.000000 Penalty: 5566.926758
	Iteration 11Q: 3 clusters Score -1.393502e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -13935776.000000 Penalty: 5566.926758
	Iteration 12Q: 3 clusters Score -1.393578e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -13936492.000000 Penalty: 5566.926758
	Iteration 13Q: 3 clusters Score -1.393649e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -13937154.000000 Penalty: 5566.926758
	Iteration 14Q: 3 clusters Score -1.393715e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -13937735.000000 Penalty: 5566.926758
	Iteration 15Q: 3 clusters Score -1.393774e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -13938262.000000 Penalty: 5566.926758
	Iteration 16Q: 3 clusters Score -1.393826e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -13938654.000000 Penalty: 5566.926758
	Iteration 17Q: 3 clusters Score -1.393865e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -13939174.000000 Penalty: 5566.926758
	Iteration 18Q: 3 clusters Score -1.393917e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -13939482.000000 Penalty: 5566.926758
	Iteration 19Q: 3 clusters Score -1.393948e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -13939754.000000 Penalty: 5566.926758
	Iteration 20F: 3 clusters Score -1.393975e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -13939881.000000 Penalty: 5566.926758
	Iteration 21Q: 3 clusters Score -1.393988e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -13940032.000000 Penalty: 5566.926758
	Iteration 22Q: 3 clusters Score -1.394003e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -13940123.000000 Penalty: 5566.926758
	Iteration 23Q: 3 clusters Score -1.394012e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -13940222.000000 Penalty: 5566.926758
	Iteration 24Q: 3 clusters Score -1.394022e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -13940219.000000 Penalty: 5566.926758
	Iteration 25Q: 3 clusters Score -1.394022e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -13940222.000000 Penalty: 5566.926758
	Iteration 26Q: 3 clusters Score -1.394022e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -13940271.000000 Penalty: 5566.926758
	Iteration 27Q: 3 clusters Score -1.394027e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -13940350.000000 Penalty: 5566.926758
	Iteration 28Q: 3 clusters Score -1.394035e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -13940392.000000 Penalty: 5566.926758
	Iteration 29Q: 3 clusters Score -1.394039e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -13940420.000000 Penalty: 5566.926758
	Iteration 30Q: 3 clusters Score -1.394042e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -13940439.000000 Penalty: 5566.926758
	Iteration 31Q: 3 clusters Score -1.394044e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -13940466.000000 Penalty: 5566.926758
	Iteration 32Q: 3 clusters Score -1.394047e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -13940478.000000 Penalty: 5566.926758
	Iteration 33Q: 3 clusters Score -1.394048e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -13940475.000000 Penalty: 5566.926758
	Iteration 34Q: 3 clusters Score -1.394048e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -13940513.000000 Penalty: 5566.926758
	Iteration 35Q: 3 clusters Score -1.394051e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -13940525.000000 Penalty: 5566.926758
	Iteration 36Q: 3 clusters Score -1.394052e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -13940513.000000 Penalty: 5566.926758
	Iteration 37Q: 3 clusters Score -1.394051e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -13940529.000000 Penalty: 5566.926758
	Iteration 38Q: 3 clusters Score -1.394053e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -13940532.000000 Penalty: 5566.926758
	Iteration 39Q: 3 clusters Score -1.394053e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -13940532.000000 Penalty: 5566.926758
	Iteration 40F: 3 clusters Score -1.394053e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -13940533.000000 Penalty: 5566.926758
	Iteration 41Q: 3 clusters Score -1.394053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -13940532.000000 Penalty: 5566.926758
	Iteration 42Q: 3 clusters Score -1.394053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -13940532.000000 Penalty: 5566.926758
	Iteration 43Q: 3 clusters Score -1.394053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -13940536.000000 Penalty: 5566.926758
	Iteration 44Q: 3 clusters Score -1.394054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -13940523.000000 Penalty: 5566.926758
	Iteration 45Q: 3 clusters Score -1.394052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -13940519.000000 Penalty: 5566.926758
	Iteration 46Q: 3 clusters Score -1.394052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -13940506.000000 Penalty: 5566.926758
	Iteration 47Q: 3 clusters Score -1.394051e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -13940526.000000 Penalty: 5566.926758
	Iteration 48Q: 3 clusters Score -1.394053e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -13940517.000000 Penalty: 5566.926758
	Iteration 49Q: 3 clusters Score -1.394052e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -13940530.000000 Penalty: 5566.926758
	Iteration 50Q: 3 clusters Score -1.394053e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -13940539.000000 Penalty: 5566.926758
	Iteration 51Q: 3 clusters Score -1.394054e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -13940559.000000 Penalty: 5566.926758
	Iteration 52Q: 3 clusters Score -1.394056e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -13940541.000000 Penalty: 5566.926758
	Iteration 53Q: 3 clusters Score -1.394054e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -13940550.000000 Penalty: 5566.926758
	Iteration 54Q: 3 clusters Score -1.394055e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -13940537.000000 Penalty: 5566.926758
	Iteration 55Q: 3 clusters Score -1.394054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -13940543.000000 Penalty: 5566.926758
	Iteration 56Q: 3 clusters Score -1.394054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -13940524.000000 Penalty: 5566.926758
	Iteration 57Q: 3 clusters Score -1.394052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -13940549.000000 Penalty: 5566.926758
	Iteration 58Q: 3 clusters Score -1.394055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -13940552.000000 Penalty: 5566.926758
	Iteration 59Q: 3 clusters Score -1.394055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -13940552.000000 Penalty: 5566.926758
	Iteration 60F: 3 clusters Score -1.394055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -13940544.000000 Penalty: 5566.926758
	Iteration 61Q: 3 clusters Score -1.394054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -13940543.000000 Penalty: 5566.926758
	Iteration 62Q: 3 clusters Score -1.394054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -13940548.000000 Penalty: 5566.926758
	Iteration 63Q: 3 clusters Score -1.394055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -13940554.000000 Penalty: 5566.926758
	Iteration 64Q: 3 clusters Score -1.394055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -13940550.000000 Penalty: 5566.926758
	Iteration 65Q: 3 clusters Score -1.394055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -13940553.000000 Penalty: 5566.926758
	Iteration 66Q: 3 clusters Score -1.394055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -13940560.000000 Penalty: 5566.926758
	Iteration 67Q: 3 clusters Score -1.394056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -13940561.000000 Penalty: 5566.926758
	Iteration 68Q: 3 clusters Score -1.394056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -13940557.000000 Penalty: 5566.926758
	Iteration 69Q: 3 clusters Score -1.394056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -13940559.000000 Penalty: 5566.926758
	Iteration 70Q: 3 clusters Score -1.394056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -13940560.000000 Penalty: 5566.926758
	Iteration 71Q: 3 clusters Score -1.394056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -13940553.000000 Penalty: 5566.926758
	Iteration 72Q: 3 clusters Score -1.394055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -13940561.000000 Penalty: 5566.926758
	Iteration 73Q: 3 clusters Score -1.394056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -13940564.000000 Penalty: 5566.926758
	Iteration 74Q: 3 clusters Score -1.394056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -13940564.000000 Penalty: 5566.926758
	Iteration 75Q: 3 clusters Score -1.394056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -13940558.000000 Penalty: 5566.926758
	Iteration 76Q: 3 clusters Score -1.394056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -13940562.000000 Penalty: 5566.926758
	Iteration 77Q: 3 clusters Score -1.394056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -13940566.000000 Penalty: 5566.926758
	Iteration 78Q: 3 clusters Score -1.394057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -13940558.000000 Penalty: 5566.926758
	Iteration 79Q: 3 clusters Score -1.394056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -13940558.000000 Penalty: 5566.926758
	Iteration 80F: 3 clusters Score -1.394056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 45203 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 5 contains 54732 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 52699 members 
Mstep: Class 8 contains 78268 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 11 contains 62492 members 
Mstep: Class 12 contains 57875 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 74206 members 
Mstep: Class 19 contains 61809 members 
Mstep: Class 20 contains 77037 members 
Entering Unmasked Estep 
Score: -110011632.000000 Penalty: 49509.628906
Splitting cluster 2 changes total score from -109993992.000000 to -110011632.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -213746.484375 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -213746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -211640.265625 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -211640.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -212328.187500 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -212328.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -213045.109375 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -213045.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -213344.750000 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -213344.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -213590.000000 Penalty: 3568.812988
	Iteration 4F: 3 clusters Score -213590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -213841.234375 Penalty: 3568.812988
	Iteration 5F: 3 clusters Score -213841.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -213984.625000 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -213984.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -214105.312500 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -214105.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -214156.421875 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -214156.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -214181.703125 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -214181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -214195.343750 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -214195.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -214207.312500 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -214207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -214219.078125 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -214219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -214228.406250 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -214228.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -214231.156250 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -214231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -214235.453125 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -214235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -214242.625000 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -214242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -214242.625000 Penalty: 3568.812988
	Iteration 17F: 3 clusters Score -214242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 45203 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 54732 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 52699 members 
Mstep: Class 8 contains 78268 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 11 contains 62492 members 
Mstep: Class 12 contains 57875 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 74206 members 
Mstep: Class 19 contains 61809 members 
Mstep: Class 20 contains 77037 members 
Entering Unmasked Estep 
Score: -110010624.000000 Penalty: 52810.269531
Splitting cluster 3 changes total score from -109993992.000000 to -110010624.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (54732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Entering Unmasked Estep 
Score: -10174964.000000 Penalty: 2705.730469
	Iteration 0F: 2 clusters Score -1.017496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -10145481.000000 Penalty: 5411.460938
	Iteration 0F: 3 clusters Score -1.014548e+07 nChanged 25363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -10159629.000000 Penalty: 5411.460938
	Iteration 1F: 3 clusters Score -1.015963e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -10160439.000000 Penalty: 5411.460938
	Iteration 2Q: 3 clusters Score -1.016044e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -10161544.000000 Penalty: 5411.460938
	Iteration 3Q: 3 clusters Score -1.016154e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -10163275.000000 Penalty: 5411.460938
	Iteration 4F: 3 clusters Score -1.016328e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -10165722.000000 Penalty: 5411.460938
	Iteration 5F: 3 clusters Score -1.016572e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -10169051.000000 Penalty: 5411.460938
	Iteration 6F: 3 clusters Score -1.016905e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -10172819.000000 Penalty: 5411.460938
	Iteration 7F: 3 clusters Score -1.017282e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -10175918.000000 Penalty: 5411.460938
	Iteration 8F: 3 clusters Score -1.017592e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -10177564.000000 Penalty: 5411.460938
	Iteration 9Q: 3 clusters Score -1.017756e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -10177751.000000 Penalty: 5411.460938
	Iteration 10Q: 3 clusters Score -1.017775e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -10177091.000000 Penalty: 5411.460938
	Iteration 11Q: 3 clusters Score -1.017709e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -10176294.000000 Penalty: 5411.460938
	Iteration 12Q: 3 clusters Score -1.017629e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -10175571.000000 Penalty: 5411.460938
	Iteration 13Q: 3 clusters Score -1.017557e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -10174882.000000 Penalty: 5411.460938
	Iteration 14Q: 3 clusters Score -1.017488e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -10174474.000000 Penalty: 5411.460938
	Iteration 15Q: 3 clusters Score -1.017447e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10174179.000000 Penalty: 5411.460938
	Iteration 16Q: 3 clusters Score -1.017418e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10173915.000000 Penalty: 5411.460938
	Iteration 17Q: 3 clusters Score -1.017392e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10173822.000000 Penalty: 5411.460938
	Iteration 18Q: 3 clusters Score -1.017382e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10173704.000000 Penalty: 5411.460938
	Iteration 19Q: 3 clusters Score -1.01737e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10173715.000000 Penalty: 5411.460938
	Iteration 20F: 3 clusters Score -1.017372e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10173538.000000 Penalty: 5411.460938
	Iteration 21Q: 3 clusters Score -1.017354e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10173473.000000 Penalty: 5411.460938
	Iteration 22Q: 3 clusters Score -1.017347e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10173463.000000 Penalty: 5411.460938
	Iteration 23Q: 3 clusters Score -1.017346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10173435.000000 Penalty: 5411.460938
	Iteration 24Q: 3 clusters Score -1.017344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10173414.000000 Penalty: 5411.460938
	Iteration 25Q: 3 clusters Score -1.017341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10173387.000000 Penalty: 5411.460938
	Iteration 26Q: 3 clusters Score -1.017339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10173365.000000 Penalty: 5411.460938
	Iteration 27Q: 3 clusters Score -1.017336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10173360.000000 Penalty: 5411.460938
	Iteration 28Q: 3 clusters Score -1.017336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10173337.000000 Penalty: 5411.460938
	Iteration 29Q: 3 clusters Score -1.017334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10173328.000000 Penalty: 5411.460938
	Iteration 30Q: 3 clusters Score -1.017333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10173330.000000 Penalty: 5411.460938
	Iteration 31Q: 3 clusters Score -1.017333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10173333.000000 Penalty: 5411.460938
	Iteration 32Q: 3 clusters Score -1.017333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10173325.000000 Penalty: 5411.460938
	Iteration 33Q: 3 clusters Score -1.017332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10173325.000000 Penalty: 5411.460938
	Iteration 34F: 3 clusters Score -1.017332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -84829.476562 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -84829.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83732.968750 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -83732.97 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -86727.609375 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -86727.61 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -88104.898438 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -88104.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -88617.796875 Penalty: 3365.651611
	Iteration 3Q: 3 clusters Score -88617.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -88723.421875 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -88723.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -88776.187500 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -88776.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -88819.734375 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -88819.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -88839.953125 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -88839.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -88851.562500 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -88851.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -88856.937500 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -88856.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -88866.281250 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -88866.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -88870.359375 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -88870.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -88885.820312 Penalty: 3365.651611
	Iteration 12F: 3 clusters Score -88885.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -88912.250000 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -88912.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -88922.984375 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -88922.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -88932.656250 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -88932.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -88932.656250 Penalty: 3365.651611
	Iteration 16F: 3 clusters Score -88932.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 45203 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 54732 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 52699 members 
Mstep: Class 8 contains 78268 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 62492 members 
Mstep: Class 12 contains 57875 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 74206 members 
Mstep: Class 19 contains 61809 members 
Mstep: Class 20 contains 77037 members 
Entering Unmasked Estep 
Score: -110012952.000000 Penalty: 56110.914062
Splitting cluster 6 changes total score from -109993992.000000 to -110012952.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (52699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Entering Unmasked Estep 
Score: -9753603.000000 Penalty: 2696.343262
	Iteration 0F: 2 clusters Score -9753603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -9723386.000000 Penalty: 5392.686523
	Iteration 0F: 3 clusters Score -9723386 nChanged 24402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -9737237.000000 Penalty: 5392.686523
	Iteration 1F: 3 clusters Score -9737237 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -9738327.000000 Penalty: 5392.686523
	Iteration 2Q: 3 clusters Score -9738327 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -9739621.000000 Penalty: 5392.686523
	Iteration 3F: 3 clusters Score -9739621 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -9741334.000000 Penalty: 5392.686523
	Iteration 4F: 3 clusters Score -9741334 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -9743511.000000 Penalty: 5392.686523
	Iteration 5F: 3 clusters Score -9743511 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -9746528.000000 Penalty: 5392.686523
	Iteration 6F: 3 clusters Score -9746528 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -9750121.000000 Penalty: 5392.686523
	Iteration 7F: 3 clusters Score -9750121 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -9753234.000000 Penalty: 5392.686523
	Iteration 8F: 3 clusters Score -9753234 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -9754527.000000 Penalty: 5392.686523
	Iteration 9Q: 3 clusters Score -9754527 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -9755063.000000 Penalty: 5392.686523
	Iteration 10Q: 3 clusters Score -9755063 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -9755402.000000 Penalty: 5392.686523
	Iteration 11Q: 3 clusters Score -9755402 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -9755611.000000 Penalty: 5392.686523
	Iteration 12Q: 3 clusters Score -9755611 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -9755726.000000 Penalty: 5392.686523
	Iteration 13Q: 3 clusters Score -9755726 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -9755846.000000 Penalty: 5392.686523
	Iteration 14Q: 3 clusters Score -9755846 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -9755941.000000 Penalty: 5392.686523
	Iteration 15Q: 3 clusters Score -9755941 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -9756050.000000 Penalty: 5392.686523
	Iteration 16Q: 3 clusters Score -9756050 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -9756049.000000 Penalty: 5392.686523
	Iteration 17Q: 3 clusters Score -9756049 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -9755966.000000 Penalty: 5392.686523
	Iteration 18Q: 3 clusters Score -9755966 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -9755861.000000 Penalty: 5392.686523
	Iteration 19Q: 3 clusters Score -9755861 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -9755596.000000 Penalty: 5392.686523
	Iteration 20F: 3 clusters Score -9755596 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -9755193.000000 Penalty: 5392.686523
	Iteration 21Q: 3 clusters Score -9755193 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -9754917.000000 Penalty: 5392.686523
	Iteration 22Q: 3 clusters Score -9754917 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -9754566.000000 Penalty: 5392.686523
	Iteration 23Q: 3 clusters Score -9754566 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -9754316.000000 Penalty: 5392.686523
	Iteration 24Q: 3 clusters Score -9754316 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -9754015.000000 Penalty: 5392.686523
	Iteration 25Q: 3 clusters Score -9754015 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -9753815.000000 Penalty: 5392.686523
	Iteration 26Q: 3 clusters Score -9753815 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -9753654.000000 Penalty: 5392.686523
	Iteration 27Q: 3 clusters Score -9753654 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -9753509.000000 Penalty: 5392.686523
	Iteration 28Q: 3 clusters Score -9753509 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -9753371.000000 Penalty: 5392.686523
	Iteration 29Q: 3 clusters Score -9753371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -9753312.000000 Penalty: 5392.686523
	Iteration 30Q: 3 clusters Score -9753312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -9753236.000000 Penalty: 5392.686523
	Iteration 31Q: 3 clusters Score -9753236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -9753177.000000 Penalty: 5392.686523
	Iteration 32Q: 3 clusters Score -9753177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -9753142.000000 Penalty: 5392.686523
	Iteration 33Q: 3 clusters Score -9753142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -9753105.000000 Penalty: 5392.686523
	Iteration 34Q: 3 clusters Score -9753105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -9753091.000000 Penalty: 5392.686523
	Iteration 35Q: 3 clusters Score -9753091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -9753039.000000 Penalty: 5392.686523
	Iteration 36Q: 3 clusters Score -9753039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -9752998.000000 Penalty: 5392.686523
	Iteration 37Q: 3 clusters Score -9752998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -9752982.000000 Penalty: 5392.686523
	Iteration 38Q: 3 clusters Score -9752982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -9752960.000000 Penalty: 5392.686523
	Iteration 39Q: 3 clusters Score -9752960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -9752939.000000 Penalty: 5392.686523
	Iteration 40F: 3 clusters Score -9752939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -9752916.000000 Penalty: 5392.686523
	Iteration 41Q: 3 clusters Score -9752916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -9752886.000000 Penalty: 5392.686523
	Iteration 42Q: 3 clusters Score -9752886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -9752886.000000 Penalty: 5392.686523
	Iteration 43Q: 3 clusters Score -9752886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -9752887.000000 Penalty: 5392.686523
	Iteration 44Q: 3 clusters Score -9752887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -9752880.000000 Penalty: 5392.686523
	Iteration 45Q: 3 clusters Score -9752880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -9752882.000000 Penalty: 5392.686523
	Iteration 46Q: 3 clusters Score -9752882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -9752882.000000 Penalty: 5392.686523
	Iteration 47Q: 3 clusters Score -9752882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -9752878.000000 Penalty: 5392.686523
	Iteration 48Q: 3 clusters Score -9752878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -9752881.000000 Penalty: 5392.686523
	Iteration 49Q: 3 clusters Score -9752881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -9752881.000000 Penalty: 5392.686523
	Iteration 50F: 3 clusters Score -9752881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (78268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Entering Unmasked Estep 
Score: -14677800.000000 Penalty: 2794.437744
	Iteration 0F: 2 clusters Score -1.46778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -14656921.000000 Penalty: 5588.875488
	Iteration 0F: 3 clusters Score -1.465692e+07 nChanged 36897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -14678038.000000 Penalty: 5588.875488
	Iteration 1F: 3 clusters Score -1.467804e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -14678881.000000 Penalty: 5588.875488
	Iteration 2Q: 3 clusters Score -1.467888e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -14679775.000000 Penalty: 5588.875488
	Iteration 3Q: 3 clusters Score -1.467978e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -14680698.000000 Penalty: 5588.875488
	Iteration 4Q: 3 clusters Score -1.46807e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -14681720.000000 Penalty: 5588.875488
	Iteration 5F: 3 clusters Score -1.468172e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -14682332.000000 Penalty: 5588.875488
	Iteration 6F: 3 clusters Score -1.468233e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -14683646.000000 Penalty: 5588.875488
	Iteration 7F: 3 clusters Score -1.468365e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -14685928.000000 Penalty: 5588.875488
	Iteration 8F: 3 clusters Score -1.468593e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -14689166.000000 Penalty: 5588.875488
	Iteration 9F: 3 clusters Score -1.468917e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -14692221.000000 Penalty: 5588.875488
	Iteration 10F: 3 clusters Score -1.469222e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -14693746.000000 Penalty: 5588.875488
	Iteration 11Q: 3 clusters Score -1.469375e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -14694254.000000 Penalty: 5588.875488
	Iteration 12Q: 3 clusters Score -1.469425e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -14694401.000000 Penalty: 5588.875488
	Iteration 13Q: 3 clusters Score -1.46944e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -14694427.000000 Penalty: 5588.875488
	Iteration 14Q: 3 clusters Score -1.469443e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -14694515.000000 Penalty: 5588.875488
	Iteration 15Q: 3 clusters Score -1.469452e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -14694582.000000 Penalty: 5588.875488
	Iteration 16Q: 3 clusters Score -1.469458e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -14694716.000000 Penalty: 5588.875488
	Iteration 17Q: 3 clusters Score -1.469472e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -14694852.000000 Penalty: 5588.875488
	Iteration 18Q: 3 clusters Score -1.469485e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -14694973.000000 Penalty: 5588.875488
	Iteration 19Q: 3 clusters Score -1.469497e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -14695226.000000 Penalty: 5588.875488
	Iteration 20F: 3 clusters Score -1.469523e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -14695284.000000 Penalty: 5588.875488
	Iteration 21Q: 3 clusters Score -1.469528e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -14695134.000000 Penalty: 5588.875488
	Iteration 22Q: 3 clusters Score -1.469513e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -14694579.000000 Penalty: 5588.875488
	Iteration 23Q: 3 clusters Score -1.469458e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -14693636.000000 Penalty: 5588.875488
	Iteration 24Q: 3 clusters Score -1.469364e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -14692336.000000 Penalty: 5588.875488
	Iteration 25Q: 3 clusters Score -1.469234e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -14691017.000000 Penalty: 5588.875488
	Iteration 26Q: 3 clusters Score -1.469102e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -14689980.000000 Penalty: 5588.875488
	Iteration 27Q: 3 clusters Score -1.468998e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -14689300.000000 Penalty: 5588.875488
	Iteration 28Q: 3 clusters Score -1.46893e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -14688713.000000 Penalty: 5588.875488
	Iteration 29Q: 3 clusters Score -1.468871e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -14688312.000000 Penalty: 5588.875488
	Iteration 30Q: 3 clusters Score -1.468831e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -14688224.000000 Penalty: 5588.875488
	Iteration 31Q: 3 clusters Score -1.468822e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -14688359.000000 Penalty: 5588.875488
	Iteration 32Q: 3 clusters Score -1.468836e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -14688430.000000 Penalty: 5588.875488
	Iteration 33Q: 3 clusters Score -1.468843e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -14688609.000000 Penalty: 5588.875488
	Iteration 34Q: 3 clusters Score -1.468861e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -14688819.000000 Penalty: 5588.875488
	Iteration 35Q: 3 clusters Score -1.468882e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -14689279.000000 Penalty: 5588.875488
	Iteration 36Q: 3 clusters Score -1.468928e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -14689661.000000 Penalty: 5588.875488
	Iteration 37Q: 3 clusters Score -1.468966e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -14690244.000000 Penalty: 5588.875488
	Iteration 38Q: 3 clusters Score -1.469024e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -14690731.000000 Penalty: 5588.875488
	Iteration 39Q: 3 clusters Score -1.469073e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -14691476.000000 Penalty: 5588.875488
	Iteration 40F: 3 clusters Score -1.469148e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -14692013.000000 Penalty: 5588.875488
	Iteration 41Q: 3 clusters Score -1.469201e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -14692332.000000 Penalty: 5588.875488
	Iteration 42Q: 3 clusters Score -1.469233e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -14692692.000000 Penalty: 5588.875488
	Iteration 43Q: 3 clusters Score -1.469269e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -14693032.000000 Penalty: 5588.875488
	Iteration 44Q: 3 clusters Score -1.469303e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -14693397.000000 Penalty: 5588.875488
	Iteration 45Q: 3 clusters Score -1.46934e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -14693761.000000 Penalty: 5588.875488
	Iteration 46Q: 3 clusters Score -1.469376e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -14694033.000000 Penalty: 5588.875488
	Iteration 47Q: 3 clusters Score -1.469403e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -14694302.000000 Penalty: 5588.875488
	Iteration 48Q: 3 clusters Score -1.46943e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -14694448.000000 Penalty: 5588.875488
	Iteration 49Q: 3 clusters Score -1.469445e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -14694549.000000 Penalty: 5588.875488
	Iteration 50Q: 3 clusters Score -1.469455e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -14694606.000000 Penalty: 5588.875488
	Iteration 51Q: 3 clusters Score -1.469461e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -14694671.000000 Penalty: 5588.875488
	Iteration 52Q: 3 clusters Score -1.469467e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -14694730.000000 Penalty: 5588.875488
	Iteration 53Q: 3 clusters Score -1.469473e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -14694778.000000 Penalty: 5588.875488
	Iteration 54Q: 3 clusters Score -1.469478e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -14694801.000000 Penalty: 5588.875488
	Iteration 55Q: 3 clusters Score -1.46948e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -14694827.000000 Penalty: 5588.875488
	Iteration 56Q: 3 clusters Score -1.469483e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -14694836.000000 Penalty: 5588.875488
	Iteration 57Q: 3 clusters Score -1.469484e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -14694868.000000 Penalty: 5588.875488
	Iteration 58Q: 3 clusters Score -1.469487e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -14694890.000000 Penalty: 5588.875488
	Iteration 59Q: 3 clusters Score -1.469489e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -14694961.000000 Penalty: 5588.875488
	Iteration 60F: 3 clusters Score -1.469496e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -14695014.000000 Penalty: 5588.875488
	Iteration 61Q: 3 clusters Score -1.469501e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -14694991.000000 Penalty: 5588.875488
	Iteration 62Q: 3 clusters Score -1.469499e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -14695056.000000 Penalty: 5588.875488
	Iteration 63Q: 3 clusters Score -1.469506e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -14695100.000000 Penalty: 5588.875488
	Iteration 64Q: 3 clusters Score -1.46951e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -14695137.000000 Penalty: 5588.875488
	Iteration 65Q: 3 clusters Score -1.469514e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -14695143.000000 Penalty: 5588.875488
	Iteration 66Q: 3 clusters Score -1.469514e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -14695188.000000 Penalty: 5588.875488
	Iteration 67Q: 3 clusters Score -1.469519e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -14695221.000000 Penalty: 5588.875488
	Iteration 68Q: 3 clusters Score -1.469522e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -14695293.000000 Penalty: 5588.875488
	Iteration 69Q: 3 clusters Score -1.469529e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -14695337.000000 Penalty: 5588.875488
	Iteration 70Q: 3 clusters Score -1.469534e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -14695360.000000 Penalty: 5588.875488
	Iteration 71Q: 3 clusters Score -1.469536e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -14695388.000000 Penalty: 5588.875488
	Iteration 72Q: 3 clusters Score -1.469539e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -14695384.000000 Penalty: 5588.875488
	Iteration 73Q: 3 clusters Score -1.469538e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -14695440.000000 Penalty: 5588.875488
	Iteration 74Q: 3 clusters Score -1.469544e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -14695525.000000 Penalty: 5588.875488
	Iteration 75Q: 3 clusters Score -1.469552e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -14695572.000000 Penalty: 5588.875488
	Iteration 76Q: 3 clusters Score -1.469557e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -14695580.000000 Penalty: 5588.875488
	Iteration 77Q: 3 clusters Score -1.469558e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -14695627.000000 Penalty: 5588.875488
	Iteration 78Q: 3 clusters Score -1.469563e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -14695630.000000 Penalty: 5588.875488
	Iteration 79Q: 3 clusters Score -1.469563e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -14695658.000000 Penalty: 5588.875488
	Iteration 80F: 3 clusters Score -1.469566e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -14695655.000000 Penalty: 5588.875488
	Iteration 81Q: 3 clusters Score -1.469566e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -14695691.000000 Penalty: 5588.875488
	Iteration 82Q: 3 clusters Score -1.469569e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -14695742.000000 Penalty: 5588.875488
	Iteration 83Q: 3 clusters Score -1.469574e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -14695754.000000 Penalty: 5588.875488
	Iteration 84Q: 3 clusters Score -1.469575e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -14695799.000000 Penalty: 5588.875488
	Iteration 85Q: 3 clusters Score -1.46958e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -14695869.000000 Penalty: 5588.875488
	Iteration 86Q: 3 clusters Score -1.469587e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -14695854.000000 Penalty: 5588.875488
	Iteration 87Q: 3 clusters Score -1.469585e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -14695869.000000 Penalty: 5588.875488
	Iteration 88Q: 3 clusters Score -1.469587e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -14695877.000000 Penalty: 5588.875488
	Iteration 89Q: 3 clusters Score -1.469588e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -14695864.000000 Penalty: 5588.875488
	Iteration 90Q: 3 clusters Score -1.469586e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -14695850.000000 Penalty: 5588.875488
	Iteration 91Q: 3 clusters Score -1.469585e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -14695881.000000 Penalty: 5588.875488
	Iteration 92Q: 3 clusters Score -1.469588e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -14695896.000000 Penalty: 5588.875488
	Iteration 93Q: 3 clusters Score -1.46959e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -14695906.000000 Penalty: 5588.875488
	Iteration 94Q: 3 clusters Score -1.469591e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -14695917.000000 Penalty: 5588.875488
	Iteration 95Q: 3 clusters Score -1.469592e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -14695954.000000 Penalty: 5588.875488
	Iteration 96Q: 3 clusters Score -1.469595e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -14695990.000000 Penalty: 5588.875488
	Iteration 97Q: 3 clusters Score -1.469599e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -14696013.000000 Penalty: 5588.875488
	Iteration 98Q: 3 clusters Score -1.469601e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -14696010.000000 Penalty: 5588.875488
	Iteration 99Q: 3 clusters Score -1.469601e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -14696079.000000 Penalty: 5588.875488
	Iteration 100F: 3 clusters Score -1.469608e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -14696171.000000 Penalty: 5588.875488
	Iteration 101Q: 3 clusters Score -1.469617e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -14696233.000000 Penalty: 5588.875488
	Iteration 102Q: 3 clusters Score -1.469623e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -14696273.000000 Penalty: 5588.875488
	Iteration 103Q: 3 clusters Score -1.469627e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -14696337.000000 Penalty: 5588.875488
	Iteration 104Q: 3 clusters Score -1.469634e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -14696339.000000 Penalty: 5588.875488
	Iteration 105Q: 3 clusters Score -1.469634e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -14696344.000000 Penalty: 5588.875488
	Iteration 106Q: 3 clusters Score -1.469634e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -14696429.000000 Penalty: 5588.875488
	Iteration 107Q: 3 clusters Score -1.469643e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -14696530.000000 Penalty: 5588.875488
	Iteration 108Q: 3 clusters Score -1.469653e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -14696553.000000 Penalty: 5588.875488
	Iteration 109Q: 3 clusters Score -1.469655e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -14696560.000000 Penalty: 5588.875488
	Iteration 110Q: 3 clusters Score -1.469656e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -14696573.000000 Penalty: 5588.875488
	Iteration 111Q: 3 clusters Score -1.469657e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -14696609.000000 Penalty: 5588.875488
	Iteration 112Q: 3 clusters Score -1.469661e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -14696692.000000 Penalty: 5588.875488
	Iteration 113Q: 3 clusters Score -1.469669e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -14696649.000000 Penalty: 5588.875488
	Iteration 114Q: 3 clusters Score -1.469665e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -14696635.000000 Penalty: 5588.875488
	Iteration 115Q: 3 clusters Score -1.469664e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -14696570.000000 Penalty: 5588.875488
	Iteration 116Q: 3 clusters Score -1.469657e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -14696601.000000 Penalty: 5588.875488
	Iteration 117Q: 3 clusters Score -1.46966e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -14696517.000000 Penalty: 5588.875488
	Iteration 118Q: 3 clusters Score -1.469652e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -14696397.000000 Penalty: 5588.875488
	Iteration 119Q: 3 clusters Score -1.46964e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -14696383.000000 Penalty: 5588.875488
	Iteration 120F: 3 clusters Score -1.469638e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -14696366.000000 Penalty: 5588.875488
	Iteration 121Q: 3 clusters Score -1.469637e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -14696341.000000 Penalty: 5588.875488
	Iteration 122Q: 3 clusters Score -1.469634e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -14696337.000000 Penalty: 5588.875488
	Iteration 123Q: 3 clusters Score -1.469634e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -14696321.000000 Penalty: 5588.875488
	Iteration 124Q: 3 clusters Score -1.469632e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -14696357.000000 Penalty: 5588.875488
	Iteration 125Q: 3 clusters Score -1.469636e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -14696393.000000 Penalty: 5588.875488
	Iteration 126Q: 3 clusters Score -1.469639e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -14696404.000000 Penalty: 5588.875488
	Iteration 127Q: 3 clusters Score -1.46964e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -14696404.000000 Penalty: 5588.875488
	Iteration 128Q: 3 clusters Score -1.46964e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -14696423.000000 Penalty: 5588.875488
	Iteration 129Q: 3 clusters Score -1.469642e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -14696479.000000 Penalty: 5588.875488
	Iteration 130Q: 3 clusters Score -1.469648e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -14696513.000000 Penalty: 5588.875488
	Iteration 131Q: 3 clusters Score -1.469651e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -14696521.000000 Penalty: 5588.875488
	Iteration 132Q: 3 clusters Score -1.469652e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -14696526.000000 Penalty: 5588.875488
	Iteration 133Q: 3 clusters Score -1.469653e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -14696507.000000 Penalty: 5588.875488
	Iteration 134Q: 3 clusters Score -1.469651e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -14696567.000000 Penalty: 5588.875488
	Iteration 135Q: 3 clusters Score -1.469657e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -14696625.000000 Penalty: 5588.875488
	Iteration 136Q: 3 clusters Score -1.469662e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -14696614.000000 Penalty: 5588.875488
	Iteration 137Q: 3 clusters Score -1.469661e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -14696578.000000 Penalty: 5588.875488
	Iteration 138Q: 3 clusters Score -1.469658e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -14696512.000000 Penalty: 5588.875488
	Iteration 139Q: 3 clusters Score -1.469651e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -14696534.000000 Penalty: 5588.875488
	Iteration 140F: 3 clusters Score -1.469653e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -14696562.000000 Penalty: 5588.875488
	Iteration 141Q: 3 clusters Score -1.469656e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -14696523.000000 Penalty: 5588.875488
	Iteration 142Q: 3 clusters Score -1.469652e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -14696538.000000 Penalty: 5588.875488
	Iteration 143Q: 3 clusters Score -1.469654e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -14696581.000000 Penalty: 5588.875488
	Iteration 144Q: 3 clusters Score -1.469658e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -14696610.000000 Penalty: 5588.875488
	Iteration 145Q: 3 clusters Score -1.469661e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -14696641.000000 Penalty: 5588.875488
	Iteration 146Q: 3 clusters Score -1.469664e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -14696628.000000 Penalty: 5588.875488
	Iteration 147Q: 3 clusters Score -1.469663e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -14696649.000000 Penalty: 5588.875488
	Iteration 148Q: 3 clusters Score -1.469665e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -14696718.000000 Penalty: 5588.875488
	Iteration 149Q: 3 clusters Score -1.469672e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -14696729.000000 Penalty: 5588.875488
	Iteration 150Q: 3 clusters Score -1.469673e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -14696791.000000 Penalty: 5588.875488
	Iteration 151Q: 3 clusters Score -1.469679e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -14696816.000000 Penalty: 5588.875488
	Iteration 152Q: 3 clusters Score -1.469682e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -14696874.000000 Penalty: 5588.875488
	Iteration 153Q: 3 clusters Score -1.469687e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -14696914.000000 Penalty: 5588.875488
	Iteration 154Q: 3 clusters Score -1.469691e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -14696939.000000 Penalty: 5588.875488
	Iteration 155Q: 3 clusters Score -1.469694e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -14696958.000000 Penalty: 5588.875488
	Iteration 156Q: 3 clusters Score -1.469696e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -14696976.000000 Penalty: 5588.875488
	Iteration 157Q: 3 clusters Score -1.469698e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -14697008.000000 Penalty: 5588.875488
	Iteration 158Q: 3 clusters Score -1.469701e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -14697079.000000 Penalty: 5588.875488
	Iteration 159Q: 3 clusters Score -1.469708e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -14697083.000000 Penalty: 5588.875488
	Iteration 160F: 3 clusters Score -1.469708e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -14697135.000000 Penalty: 5588.875488
	Iteration 161Q: 3 clusters Score -1.469714e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -14697151.000000 Penalty: 5588.875488
	Iteration 162Q: 3 clusters Score -1.469715e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -14697185.000000 Penalty: 5588.875488
	Iteration 163Q: 3 clusters Score -1.469718e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -14697231.000000 Penalty: 5588.875488
	Iteration 164Q: 3 clusters Score -1.469723e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -14697222.000000 Penalty: 5588.875488
	Iteration 165Q: 3 clusters Score -1.469722e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -14697228.000000 Penalty: 5588.875488
	Iteration 166Q: 3 clusters Score -1.469723e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -14697215.000000 Penalty: 5588.875488
	Iteration 167Q: 3 clusters Score -1.469722e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -14697246.000000 Penalty: 5588.875488
	Iteration 168Q: 3 clusters Score -1.469725e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -14697247.000000 Penalty: 5588.875488
	Iteration 169Q: 3 clusters Score -1.469725e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -14697271.000000 Penalty: 5588.875488
	Iteration 170Q: 3 clusters Score -1.469727e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -14697332.000000 Penalty: 5588.875488
	Iteration 171Q: 3 clusters Score -1.469733e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -14697358.000000 Penalty: 5588.875488
	Iteration 172Q: 3 clusters Score -1.469736e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -14697380.000000 Penalty: 5588.875488
	Iteration 173Q: 3 clusters Score -1.469738e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -14697424.000000 Penalty: 5588.875488
	Iteration 174Q: 3 clusters Score -1.469742e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -14697497.000000 Penalty: 5588.875488
	Iteration 175Q: 3 clusters Score -1.46975e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -14697516.000000 Penalty: 5588.875488
	Iteration 176Q: 3 clusters Score -1.469752e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -14697518.000000 Penalty: 5588.875488
	Iteration 177Q: 3 clusters Score -1.469752e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -14697561.000000 Penalty: 5588.875488
	Iteration 178Q: 3 clusters Score -1.469756e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -14697572.000000 Penalty: 5588.875488
	Iteration 179Q: 3 clusters Score -1.469757e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -14697606.000000 Penalty: 5588.875488
	Iteration 180F: 3 clusters Score -1.469761e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -14697661.000000 Penalty: 5588.875488
	Iteration 181Q: 3 clusters Score -1.469766e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -14697704.000000 Penalty: 5588.875488
	Iteration 182Q: 3 clusters Score -1.46977e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -14697738.000000 Penalty: 5588.875488
	Iteration 183Q: 3 clusters Score -1.469774e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -14697708.000000 Penalty: 5588.875488
	Iteration 184Q: 3 clusters Score -1.469771e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -14697766.000000 Penalty: 5588.875488
	Iteration 185Q: 3 clusters Score -1.469777e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -14697793.000000 Penalty: 5588.875488
	Iteration 186Q: 3 clusters Score -1.469779e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -14697801.000000 Penalty: 5588.875488
	Iteration 187Q: 3 clusters Score -1.46978e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -14697805.000000 Penalty: 5588.875488
	Iteration 188Q: 3 clusters Score -1.46978e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -14697804.000000 Penalty: 5588.875488
	Iteration 189Q: 3 clusters Score -1.46978e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -14697814.000000 Penalty: 5588.875488
	Iteration 190Q: 3 clusters Score -1.469781e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -14697875.000000 Penalty: 5588.875488
	Iteration 191Q: 3 clusters Score -1.469788e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -14697898.000000 Penalty: 5588.875488
	Iteration 192Q: 3 clusters Score -1.46979e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -14697973.000000 Penalty: 5588.875488
	Iteration 193Q: 3 clusters Score -1.469797e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -14698014.000000 Penalty: 5588.875488
	Iteration 194Q: 3 clusters Score -1.469801e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -14698041.000000 Penalty: 5588.875488
	Iteration 195Q: 3 clusters Score -1.469804e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -14698057.000000 Penalty: 5588.875488
	Iteration 196Q: 3 clusters Score -1.469806e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -14698069.000000 Penalty: 5588.875488
	Iteration 197Q: 3 clusters Score -1.469807e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -14698087.000000 Penalty: 5588.875488
	Iteration 198Q: 3 clusters Score -1.469809e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -14698163.000000 Penalty: 5588.875488
	Iteration 199Q: 3 clusters Score -1.469816e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -14698184.000000 Penalty: 5588.875488
	Iteration 200F: 3 clusters Score -1.469818e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -14698234.000000 Penalty: 5588.875488
	Iteration 201Q: 3 clusters Score -1.469823e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -14698274.000000 Penalty: 5588.875488
	Iteration 202Q: 3 clusters Score -1.469827e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -14698274.000000 Penalty: 5588.875488
	Iteration 203Q: 3 clusters Score -1.469827e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -14698302.000000 Penalty: 5588.875488
	Iteration 204Q: 3 clusters Score -1.46983e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -14698334.000000 Penalty: 5588.875488
	Iteration 205Q: 3 clusters Score -1.469833e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -14698365.000000 Penalty: 5588.875488
	Iteration 206Q: 3 clusters Score -1.469836e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -14698385.000000 Penalty: 5588.875488
	Iteration 207Q: 3 clusters Score -1.469838e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -14698454.000000 Penalty: 5588.875488
	Iteration 208Q: 3 clusters Score -1.469845e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -14698484.000000 Penalty: 5588.875488
	Iteration 209Q: 3 clusters Score -1.469848e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -14698551.000000 Penalty: 5588.875488
	Iteration 210Q: 3 clusters Score -1.469855e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -14698613.000000 Penalty: 5588.875488
	Iteration 211Q: 3 clusters Score -1.469861e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -14698634.000000 Penalty: 5588.875488
	Iteration 212Q: 3 clusters Score -1.469863e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -14698636.000000 Penalty: 5588.875488
	Iteration 213Q: 3 clusters Score -1.469864e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -14698671.000000 Penalty: 5588.875488
	Iteration 214Q: 3 clusters Score -1.469867e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -14698742.000000 Penalty: 5588.875488
	Iteration 215Q: 3 clusters Score -1.469874e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -14698757.000000 Penalty: 5588.875488
	Iteration 216Q: 3 clusters Score -1.469876e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -14698791.000000 Penalty: 5588.875488
	Iteration 217Q: 3 clusters Score -1.469879e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -14698835.000000 Penalty: 5588.875488
	Iteration 218Q: 3 clusters Score -1.469884e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -14698855.000000 Penalty: 5588.875488
	Iteration 219Q: 3 clusters Score -1.469886e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -14698893.000000 Penalty: 5588.875488
	Iteration 220F: 3 clusters Score -1.469889e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -14698875.000000 Penalty: 5588.875488
	Iteration 221Q: 3 clusters Score -1.469888e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -14698913.000000 Penalty: 5588.875488
	Iteration 222Q: 3 clusters Score -1.469891e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -14698919.000000 Penalty: 5588.875488
	Iteration 223Q: 3 clusters Score -1.469892e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -14698954.000000 Penalty: 5588.875488
	Iteration 224Q: 3 clusters Score -1.469895e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -14698982.000000 Penalty: 5588.875488
	Iteration 225Q: 3 clusters Score -1.469898e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -14699021.000000 Penalty: 5588.875488
	Iteration 226Q: 3 clusters Score -1.469902e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -14699014.000000 Penalty: 5588.875488
	Iteration 227Q: 3 clusters Score -1.469901e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -14699010.000000 Penalty: 5588.875488
	Iteration 228Q: 3 clusters Score -1.469901e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -14699041.000000 Penalty: 5588.875488
	Iteration 229Q: 3 clusters Score -1.469904e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -14699043.000000 Penalty: 5588.875488
	Iteration 230Q: 3 clusters Score -1.469904e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -14699071.000000 Penalty: 5588.875488
	Iteration 231Q: 3 clusters Score -1.469907e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -14699077.000000 Penalty: 5588.875488
	Iteration 232Q: 3 clusters Score -1.469908e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -14699107.000000 Penalty: 5588.875488
	Iteration 233Q: 3 clusters Score -1.469911e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -14699087.000000 Penalty: 5588.875488
	Iteration 234Q: 3 clusters Score -1.469909e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -14699111.000000 Penalty: 5588.875488
	Iteration 235Q: 3 clusters Score -1.469911e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -14699137.000000 Penalty: 5588.875488
	Iteration 236Q: 3 clusters Score -1.469914e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -14699158.000000 Penalty: 5588.875488
	Iteration 237Q: 3 clusters Score -1.469916e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -14699171.000000 Penalty: 5588.875488
	Iteration 238Q: 3 clusters Score -1.469917e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -14699176.000000 Penalty: 5588.875488
	Iteration 239Q: 3 clusters Score -1.469918e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -14699197.000000 Penalty: 5588.875488
	Iteration 240F: 3 clusters Score -1.46992e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -14699193.000000 Penalty: 5588.875488
	Iteration 241Q: 3 clusters Score -1.469919e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -14699204.000000 Penalty: 5588.875488
	Iteration 242Q: 3 clusters Score -1.46992e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -14699219.000000 Penalty: 5588.875488
	Iteration 243Q: 3 clusters Score -1.469922e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -14699215.000000 Penalty: 5588.875488
	Iteration 244Q: 3 clusters Score -1.469922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -14699194.000000 Penalty: 5588.875488
	Iteration 245Q: 3 clusters Score -1.469919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -14699180.000000 Penalty: 5588.875488
	Iteration 246Q: 3 clusters Score -1.469918e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -14699194.000000 Penalty: 5588.875488
	Iteration 247Q: 3 clusters Score -1.469919e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -14699191.000000 Penalty: 5588.875488
	Iteration 248Q: 3 clusters Score -1.469919e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -14699181.000000 Penalty: 5588.875488
	Iteration 249Q: 3 clusters Score -1.469918e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -14699186.000000 Penalty: 5588.875488
	Iteration 250Q: 3 clusters Score -1.469919e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -14699190.000000 Penalty: 5588.875488
	Iteration 251Q: 3 clusters Score -1.469919e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -14699208.000000 Penalty: 5588.875488
	Iteration 252Q: 3 clusters Score -1.469921e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -14699227.000000 Penalty: 5588.875488
	Iteration 253Q: 3 clusters Score -1.469923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -14699234.000000 Penalty: 5588.875488
	Iteration 254Q: 3 clusters Score -1.469923e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -14699234.000000 Penalty: 5588.875488
	Iteration 255Q: 3 clusters Score -1.469923e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -14699245.000000 Penalty: 5588.875488
	Iteration 256Q: 3 clusters Score -1.469924e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -14699266.000000 Penalty: 5588.875488
	Iteration 257Q: 3 clusters Score -1.469927e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -14699266.000000 Penalty: 5588.875488
	Iteration 258Q: 3 clusters Score -1.469927e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -14699241.000000 Penalty: 5588.875488
	Iteration 259Q: 3 clusters Score -1.469924e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -14699246.000000 Penalty: 5588.875488
	Iteration 260F: 3 clusters Score -1.469925e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -14699265.000000 Penalty: 5588.875488
	Iteration 261Q: 3 clusters Score -1.469926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -14699289.000000 Penalty: 5588.875488
	Iteration 262Q: 3 clusters Score -1.469929e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -14699294.000000 Penalty: 5588.875488
	Iteration 263Q: 3 clusters Score -1.469929e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -14699321.000000 Penalty: 5588.875488
	Iteration 264Q: 3 clusters Score -1.469932e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -14699347.000000 Penalty: 5588.875488
	Iteration 265Q: 3 clusters Score -1.469935e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -14699343.000000 Penalty: 5588.875488
	Iteration 266Q: 3 clusters Score -1.469934e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -14699335.000000 Penalty: 5588.875488
	Iteration 267Q: 3 clusters Score -1.469934e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -14699351.000000 Penalty: 5588.875488
	Iteration 268Q: 3 clusters Score -1.469935e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -14699355.000000 Penalty: 5588.875488
	Iteration 269Q: 3 clusters Score -1.469936e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -14699389.000000 Penalty: 5588.875488
	Iteration 270Q: 3 clusters Score -1.469939e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -14699391.000000 Penalty: 5588.875488
	Iteration 271Q: 3 clusters Score -1.469939e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -14699401.000000 Penalty: 5588.875488
	Iteration 272Q: 3 clusters Score -1.46994e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -14699440.000000 Penalty: 5588.875488
	Iteration 273Q: 3 clusters Score -1.469944e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -14699476.000000 Penalty: 5588.875488
	Iteration 274Q: 3 clusters Score -1.469948e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -14699489.000000 Penalty: 5588.875488
	Iteration 275Q: 3 clusters Score -1.469949e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -14699493.000000 Penalty: 5588.875488
	Iteration 276Q: 3 clusters Score -1.469949e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -14699478.000000 Penalty: 5588.875488
	Iteration 277Q: 3 clusters Score -1.469948e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -14699479.000000 Penalty: 5588.875488
	Iteration 278Q: 3 clusters Score -1.469948e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -14699492.000000 Penalty: 5588.875488
	Iteration 279Q: 3 clusters Score -1.469949e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -14699515.000000 Penalty: 5588.875488
	Iteration 280F: 3 clusters Score -1.469952e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -14699513.000000 Penalty: 5588.875488
	Iteration 281Q: 3 clusters Score -1.469951e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -14699523.000000 Penalty: 5588.875488
	Iteration 282Q: 3 clusters Score -1.469952e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -14699509.000000 Penalty: 5588.875488
	Iteration 283Q: 3 clusters Score -1.469951e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -14699482.000000 Penalty: 5588.875488
	Iteration 284Q: 3 clusters Score -1.469948e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -14699472.000000 Penalty: 5588.875488
	Iteration 285Q: 3 clusters Score -1.469947e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -14699445.000000 Penalty: 5588.875488
	Iteration 286Q: 3 clusters Score -1.469944e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -14699468.000000 Penalty: 5588.875488
	Iteration 287Q: 3 clusters Score -1.469947e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -14699476.000000 Penalty: 5588.875488
	Iteration 288Q: 3 clusters Score -1.469948e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -14699486.000000 Penalty: 5588.875488
	Iteration 289Q: 3 clusters Score -1.469949e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -14699478.000000 Penalty: 5588.875488
	Iteration 290Q: 3 clusters Score -1.469948e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -14699493.000000 Penalty: 5588.875488
	Iteration 291Q: 3 clusters Score -1.469949e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -14699502.000000 Penalty: 5588.875488
	Iteration 292Q: 3 clusters Score -1.46995e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -14699505.000000 Penalty: 5588.875488
	Iteration 293Q: 3 clusters Score -1.46995e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -14699515.000000 Penalty: 5588.875488
	Iteration 294Q: 3 clusters Score -1.469952e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -14699516.000000 Penalty: 5588.875488
	Iteration 295Q: 3 clusters Score -1.469952e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -14699553.000000 Penalty: 5588.875488
	Iteration 296Q: 3 clusters Score -1.469955e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -14699531.000000 Penalty: 5588.875488
	Iteration 297Q: 3 clusters Score -1.469953e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -14699532.000000 Penalty: 5588.875488
	Iteration 298Q: 3 clusters Score -1.469953e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -14699535.000000 Penalty: 5588.875488
	Iteration 299Q: 3 clusters Score -1.469954e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -14699502.000000 Penalty: 5588.875488
	Iteration 300F: 3 clusters Score -1.46995e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -14699507.000000 Penalty: 5588.875488
	Iteration 301Q: 3 clusters Score -1.469951e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -14699490.000000 Penalty: 5588.875488
	Iteration 302Q: 3 clusters Score -1.469949e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -14699501.000000 Penalty: 5588.875488
	Iteration 303Q: 3 clusters Score -1.46995e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -14699518.000000 Penalty: 5588.875488
	Iteration 304Q: 3 clusters Score -1.469952e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -14699535.000000 Penalty: 5588.875488
	Iteration 305Q: 3 clusters Score -1.469954e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -14699538.000000 Penalty: 5588.875488
	Iteration 306Q: 3 clusters Score -1.469954e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -14699548.000000 Penalty: 5588.875488
	Iteration 307Q: 3 clusters Score -1.469955e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -14699574.000000 Penalty: 5588.875488
	Iteration 308Q: 3 clusters Score -1.469957e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -14699583.000000 Penalty: 5588.875488
	Iteration 309Q: 3 clusters Score -1.469958e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -14699586.000000 Penalty: 5588.875488
	Iteration 310Q: 3 clusters Score -1.469959e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -14699591.000000 Penalty: 5588.875488
	Iteration 311Q: 3 clusters Score -1.469959e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -14699575.000000 Penalty: 5588.875488
	Iteration 312Q: 3 clusters Score -1.469958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -14699562.000000 Penalty: 5588.875488
	Iteration 313Q: 3 clusters Score -1.469956e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -14699571.000000 Penalty: 5588.875488
	Iteration 314Q: 3 clusters Score -1.469957e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -14699574.000000 Penalty: 5588.875488
	Iteration 315Q: 3 clusters Score -1.469957e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -14699574.000000 Penalty: 5588.875488
	Iteration 316Q: 3 clusters Score -1.469957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -14699573.000000 Penalty: 5588.875488
	Iteration 317Q: 3 clusters Score -1.469957e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -14699589.000000 Penalty: 5588.875488
	Iteration 318Q: 3 clusters Score -1.469959e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -14699597.000000 Penalty: 5588.875488
	Iteration 319Q: 3 clusters Score -1.46996e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -14699598.000000 Penalty: 5588.875488
	Iteration 320F: 3 clusters Score -1.46996e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -14699601.000000 Penalty: 5588.875488
	Iteration 321Q: 3 clusters Score -1.46996e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -14699606.000000 Penalty: 5588.875488
	Iteration 322Q: 3 clusters Score -1.469961e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -14699597.000000 Penalty: 5588.875488
	Iteration 323Q: 3 clusters Score -1.46996e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -14699586.000000 Penalty: 5588.875488
	Iteration 324Q: 3 clusters Score -1.469959e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -14699581.000000 Penalty: 5588.875488
	Iteration 325Q: 3 clusters Score -1.469958e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -14699562.000000 Penalty: 5588.875488
	Iteration 326Q: 3 clusters Score -1.469956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -14699570.000000 Penalty: 5588.875488
	Iteration 327Q: 3 clusters Score -1.469957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -14699574.000000 Penalty: 5588.875488
	Iteration 328Q: 3 clusters Score -1.469957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -14699576.000000 Penalty: 5588.875488
	Iteration 329Q: 3 clusters Score -1.469958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -14699557.000000 Penalty: 5588.875488
	Iteration 330Q: 3 clusters Score -1.469956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -14699581.000000 Penalty: 5588.875488
	Iteration 331Q: 3 clusters Score -1.469958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -14699595.000000 Penalty: 5588.875488
	Iteration 332Q: 3 clusters Score -1.46996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -14699591.000000 Penalty: 5588.875488
	Iteration 333Q: 3 clusters Score -1.469959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -14699597.000000 Penalty: 5588.875488
	Iteration 334Q: 3 clusters Score -1.46996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -14699592.000000 Penalty: 5588.875488
	Iteration 335Q: 3 clusters Score -1.469959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -14699604.000000 Penalty: 5588.875488
	Iteration 336Q: 3 clusters Score -1.46996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -14699610.000000 Penalty: 5588.875488
	Iteration 337Q: 3 clusters Score -1.469961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -14699594.000000 Penalty: 5588.875488
	Iteration 338Q: 3 clusters Score -1.469959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -14699604.000000 Penalty: 5588.875488
	Iteration 339Q: 3 clusters Score -1.46996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -14699604.000000 Penalty: 5588.875488
	Iteration 340F: 3 clusters Score -1.46996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -14699588.000000 Penalty: 5588.875488
	Iteration 341Q: 3 clusters Score -1.469959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -14699591.000000 Penalty: 5588.875488
	Iteration 342Q: 3 clusters Score -1.469959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -14699592.000000 Penalty: 5588.875488
	Iteration 343Q: 3 clusters Score -1.469959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -14699603.000000 Penalty: 5588.875488
	Iteration 344Q: 3 clusters Score -1.46996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -14699597.000000 Penalty: 5588.875488
	Iteration 345Q: 3 clusters Score -1.46996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -14699586.000000 Penalty: 5588.875488
	Iteration 346Q: 3 clusters Score -1.469959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -14699581.000000 Penalty: 5588.875488
	Iteration 347Q: 3 clusters Score -1.469958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -14699583.000000 Penalty: 5588.875488
	Iteration 348Q: 3 clusters Score -1.469958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -14699579.000000 Penalty: 5588.875488
	Iteration 349Q: 3 clusters Score -1.469958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -14699587.000000 Penalty: 5588.875488
	Iteration 350Q: 3 clusters Score -1.469959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -14699588.000000 Penalty: 5588.875488
	Iteration 351Q: 3 clusters Score -1.469959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -14699580.000000 Penalty: 5588.875488
	Iteration 352Q: 3 clusters Score -1.469958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -14699579.000000 Penalty: 5588.875488
	Iteration 353Q: 3 clusters Score -1.469958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -14699587.000000 Penalty: 5588.875488
	Iteration 354Q: 3 clusters Score -1.469959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -14699579.000000 Penalty: 5588.875488
	Iteration 355Q: 3 clusters Score -1.469958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -14699577.000000 Penalty: 5588.875488
	Iteration 356Q: 3 clusters Score -1.469958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -14699570.000000 Penalty: 5588.875488
	Iteration 357Q: 3 clusters Score -1.469957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -14699572.000000 Penalty: 5588.875488
	Iteration 358Q: 3 clusters Score -1.469957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -14699570.000000 Penalty: 5588.875488
	Iteration 359Q: 3 clusters Score -1.469957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -14699564.000000 Penalty: 5588.875488
	Iteration 360F: 3 clusters Score -1.469956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -14699548.000000 Penalty: 5588.875488
	Iteration 361Q: 3 clusters Score -1.469955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -14699560.000000 Penalty: 5588.875488
	Iteration 362Q: 3 clusters Score -1.469956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -14699569.000000 Penalty: 5588.875488
	Iteration 363Q: 3 clusters Score -1.469957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -14699575.000000 Penalty: 5588.875488
	Iteration 364Q: 3 clusters Score -1.469958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -14699584.000000 Penalty: 5588.875488
	Iteration 365Q: 3 clusters Score -1.469958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -14699587.000000 Penalty: 5588.875488
	Iteration 366Q: 3 clusters Score -1.469959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -14699596.000000 Penalty: 5588.875488
	Iteration 367Q: 3 clusters Score -1.46996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -14699594.000000 Penalty: 5588.875488
	Iteration 368Q: 3 clusters Score -1.469959e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -14699597.000000 Penalty: 5588.875488
	Iteration 369Q: 3 clusters Score -1.46996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -14699611.000000 Penalty: 5588.875488
	Iteration 370Q: 3 clusters Score -1.469961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -14699607.000000 Penalty: 5588.875488
	Iteration 371Q: 3 clusters Score -1.469961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -14699609.000000 Penalty: 5588.875488
	Iteration 372Q: 3 clusters Score -1.469961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -14699608.000000 Penalty: 5588.875488
	Iteration 373Q: 3 clusters Score -1.469961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -14699609.000000 Penalty: 5588.875488
	Iteration 374Q: 3 clusters Score -1.469961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -14699609.000000 Penalty: 5588.875488
	Iteration 375F: 3 clusters Score -1.469961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 45203 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 54732 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 52699 members 
Mstep: Class 8 contains 39107 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 62492 members 
Mstep: Class 12 contains 57875 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 39161 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 74206 members 
Mstep: Class 19 contains 61809 members 
Mstep: Class 20 contains 77037 members 
Entering Unmasked Estep 
Score: -110035448.000000 Penalty: 59411.554688
Splitting cluster 8 changes total score from -109993992.000000 to -110035448.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 9 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -170399.062500 Penalty: 1768.065796
	Iteration 0F: 2 clusters Score -170399.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -168466.156250 Penalty: 3536.131592
	Iteration 0F: 3 clusters Score -168466.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -169363.453125 Penalty: 3536.131592
	Iteration 1F: 3 clusters Score -169363.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -169783.109375 Penalty: 3536.131592
	Iteration 2F: 3 clusters Score -169783.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -170179.406250 Penalty: 3536.131592
	Iteration 3F: 3 clusters Score -170179.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -170498.937500 Penalty: 3536.131592
	Iteration 4F: 3 clusters Score -170498.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -170753.859375 Penalty: 3536.131592
	Iteration 5F: 3 clusters Score -170753.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -171052.796875 Penalty: 3536.131592
	Iteration 6Q: 3 clusters Score -171052.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -171359.703125 Penalty: 3536.131592
	Iteration 7Q: 3 clusters Score -171359.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -171608.171875 Penalty: 3536.131592
	Iteration 8Q: 3 clusters Score -171608.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -171806.296875 Penalty: 3536.131592
	Iteration 9Q: 3 clusters Score -171806.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -171919.484375 Penalty: 3536.131592
	Iteration 10Q: 3 clusters Score -171919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -171970.781250 Penalty: 3536.131592
	Iteration 11Q: 3 clusters Score -171970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -171994.703125 Penalty: 3536.131592
	Iteration 12Q: 3 clusters Score -171994.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -172008.046875 Penalty: 3536.131592
	Iteration 13Q: 3 clusters Score -172008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -172017.062500 Penalty: 3536.131592
	Iteration 14Q: 3 clusters Score -172017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -172025.390625 Penalty: 3536.131592
	Iteration 15Q: 3 clusters Score -172025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -172029.062500 Penalty: 3536.131592
	Iteration 16Q: 3 clusters Score -172029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -172031.640625 Penalty: 3536.131592
	Iteration 17Q: 3 clusters Score -172031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -172033.031250 Penalty: 3536.131592
	Iteration 18Q: 3 clusters Score -172033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -172040.640625 Penalty: 3536.131592
	Iteration 19Q: 3 clusters Score -172040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -172070.453125 Penalty: 3536.131592
	Iteration 20F: 3 clusters Score -172070.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -172146.703125 Penalty: 3536.131592
	Iteration 21Q: 3 clusters Score -172146.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -172162.265625 Penalty: 3536.131592
	Iteration 22Q: 3 clusters Score -172162.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -172187.375000 Penalty: 3536.131592
	Iteration 23Q: 3 clusters Score -172187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -172213.968750 Penalty: 3536.131592
	Iteration 24Q: 3 clusters Score -172214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -172229.468750 Penalty: 3536.131592
	Iteration 25Q: 3 clusters Score -172229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -172242.718750 Penalty: 3536.131592
	Iteration 26Q: 3 clusters Score -172242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -172245.390625 Penalty: 3536.131592
	Iteration 27Q: 3 clusters Score -172245.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -172245.390625 Penalty: 3536.131592
	Iteration 28F: 3 clusters Score -172245.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 45203 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 54732 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 52699 members 
Mstep: Class 8 contains 39107 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 62492 members 
Mstep: Class 12 contains 57875 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 39161 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 74206 members 
Mstep: Class 19 contains 61809 members 
Mstep: Class 20 contains 77037 members 
Entering Unmasked Estep 
Score: -110035712.000000 Penalty: 62712.195312
Splitting cluster 9 changes total score from -109993992.000000 to -110035712.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 11 (62492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Entering Unmasked Estep 
Score: -11598707.000000 Penalty: 2738.613037
	Iteration 0F: 2 clusters Score -1.159871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -11569255.000000 Penalty: 5477.226074
	Iteration 0F: 3 clusters Score -1.156926e+07 nChanged 29358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -11586103.000000 Penalty: 5477.226074
	Iteration 1F: 3 clusters Score -1.15861e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -11587501.000000 Penalty: 5477.226074
	Iteration 2Q: 3 clusters Score -1.15875e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -11589411.000000 Penalty: 5477.226074
	Iteration 3F: 3 clusters Score -1.158941e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -11592107.000000 Penalty: 5477.226074
	Iteration 4F: 3 clusters Score -1.159211e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -11595600.000000 Penalty: 5477.226074
	Iteration 5F: 3 clusters Score -1.15956e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -11599611.000000 Penalty: 5477.226074
	Iteration 6F: 3 clusters Score -1.159961e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -11602733.000000 Penalty: 5477.226074
	Iteration 7F: 3 clusters Score -1.160273e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -11604160.000000 Penalty: 5477.226074
	Iteration 8Q: 3 clusters Score -1.160416e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -11604342.000000 Penalty: 5477.226074
	Iteration 9Q: 3 clusters Score -1.160434e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -11604018.000000 Penalty: 5477.226074
	Iteration 10Q: 3 clusters Score -1.160402e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -11603399.000000 Penalty: 5477.226074
	Iteration 11Q: 3 clusters Score -1.16034e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -11602822.000000 Penalty: 5477.226074
	Iteration 12Q: 3 clusters Score -1.160282e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -11602166.000000 Penalty: 5477.226074
	Iteration 13Q: 3 clusters Score -1.160217e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -11601635.000000 Penalty: 5477.226074
	Iteration 14Q: 3 clusters Score -1.160164e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -11601089.000000 Penalty: 5477.226074
	Iteration 15Q: 3 clusters Score -1.160109e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -11600757.000000 Penalty: 5477.226074
	Iteration 16Q: 3 clusters Score -1.160076e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -11600396.000000 Penalty: 5477.226074
	Iteration 17Q: 3 clusters Score -1.16004e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -11600140.000000 Penalty: 5477.226074
	Iteration 18Q: 3 clusters Score -1.160014e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -11599933.000000 Penalty: 5477.226074
	Iteration 19Q: 3 clusters Score -1.159993e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -11599853.000000 Penalty: 5477.226074
	Iteration 20F: 3 clusters Score -1.159985e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -11599589.000000 Penalty: 5477.226074
	Iteration 21Q: 3 clusters Score -1.159959e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -11599344.000000 Penalty: 5477.226074
	Iteration 22Q: 3 clusters Score -1.159934e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -11599244.000000 Penalty: 5477.226074
	Iteration 23Q: 3 clusters Score -1.159924e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11599116.000000 Penalty: 5477.226074
	Iteration 24Q: 3 clusters Score -1.159912e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -11599027.000000 Penalty: 5477.226074
	Iteration 25Q: 3 clusters Score -1.159903e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -11598917.000000 Penalty: 5477.226074
	Iteration 26Q: 3 clusters Score -1.159892e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -11598852.000000 Penalty: 5477.226074
	Iteration 27Q: 3 clusters Score -1.159885e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11598745.000000 Penalty: 5477.226074
	Iteration 28Q: 3 clusters Score -1.159874e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -11598711.000000 Penalty: 5477.226074
	Iteration 29Q: 3 clusters Score -1.159871e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -11598652.000000 Penalty: 5477.226074
	Iteration 30Q: 3 clusters Score -1.159865e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -11598625.000000 Penalty: 5477.226074
	Iteration 31Q: 3 clusters Score -1.159862e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -11598541.000000 Penalty: 5477.226074
	Iteration 32Q: 3 clusters Score -1.159854e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -11598485.000000 Penalty: 5477.226074
	Iteration 33Q: 3 clusters Score -1.159848e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -11598448.000000 Penalty: 5477.226074
	Iteration 34Q: 3 clusters Score -1.159845e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11598429.000000 Penalty: 5477.226074
	Iteration 35Q: 3 clusters Score -1.159843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11598408.000000 Penalty: 5477.226074
	Iteration 36Q: 3 clusters Score -1.159841e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11598378.000000 Penalty: 5477.226074
	Iteration 37Q: 3 clusters Score -1.159838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -11598353.000000 Penalty: 5477.226074
	Iteration 38Q: 3 clusters Score -1.159835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11598345.000000 Penalty: 5477.226074
	Iteration 39Q: 3 clusters Score -1.159834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -11598337.000000 Penalty: 5477.226074
	Iteration 40F: 3 clusters Score -1.159834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11598331.000000 Penalty: 5477.226074
	Iteration 41Q: 3 clusters Score -1.159833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11598332.000000 Penalty: 5477.226074
	Iteration 42Q: 3 clusters Score -1.159833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11598312.000000 Penalty: 5477.226074
	Iteration 43Q: 3 clusters Score -1.159831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11598307.000000 Penalty: 5477.226074
	Iteration 44Q: 3 clusters Score -1.159831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11598313.000000 Penalty: 5477.226074
	Iteration 45Q: 3 clusters Score -1.159831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11598320.000000 Penalty: 5477.226074
	Iteration 46Q: 3 clusters Score -1.159832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -11598322.000000 Penalty: 5477.226074
	Iteration 47Q: 3 clusters Score -1.159832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -11598304.000000 Penalty: 5477.226074
	Iteration 48Q: 3 clusters Score -1.15983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11598293.000000 Penalty: 5477.226074
	Iteration 49Q: 3 clusters Score -1.159829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11598296.000000 Penalty: 5477.226074
	Iteration 50Q: 3 clusters Score -1.15983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -11598292.000000 Penalty: 5477.226074
	Iteration 51Q: 3 clusters Score -1.159829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11598293.000000 Penalty: 5477.226074
	Iteration 52Q: 3 clusters Score -1.159829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -11598296.000000 Penalty: 5477.226074
	Iteration 53Q: 3 clusters Score -1.15983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -11598296.000000 Penalty: 5477.226074
	Iteration 54F: 3 clusters Score -1.15983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Entering Unmasked Estep 
Score: -10740314.000000 Penalty: 2719.578125
	Iteration 0F: 2 clusters Score -1.074031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -10710060.000000 Penalty: 5439.156250
	Iteration 0F: 3 clusters Score -1.071006e+07 nChanged 26576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -10724541.000000 Penalty: 5439.156250
	Iteration 1F: 3 clusters Score -1.072454e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -10724966.000000 Penalty: 5439.156250
	Iteration 2Q: 3 clusters Score -1.072497e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -10725419.000000 Penalty: 5439.156250
	Iteration 3Q: 3 clusters Score -1.072542e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -10725786.000000 Penalty: 5439.156250
	Iteration 4Q: 3 clusters Score -1.072579e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -10726125.000000 Penalty: 5439.156250
	Iteration 5Q: 3 clusters Score -1.072612e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -10726758.000000 Penalty: 5439.156250
	Iteration 6Q: 3 clusters Score -1.072676e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -10727864.000000 Penalty: 5439.156250
	Iteration 7Q: 3 clusters Score -1.072786e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -10729645.000000 Penalty: 5439.156250
	Iteration 8F: 3 clusters Score -1.072964e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -10732265.000000 Penalty: 5439.156250
	Iteration 9F: 3 clusters Score -1.073226e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -10735859.000000 Penalty: 5439.156250
	Iteration 10F: 3 clusters Score -1.073586e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -10739732.000000 Penalty: 5439.156250
	Iteration 11F: 3 clusters Score -1.073973e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -10741895.000000 Penalty: 5439.156250
	Iteration 12F: 3 clusters Score -1.07419e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -10742178.000000 Penalty: 5439.156250
	Iteration 13Q: 3 clusters Score -1.074218e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -10741853.000000 Penalty: 5439.156250
	Iteration 14Q: 3 clusters Score -1.074185e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -10741571.000000 Penalty: 5439.156250
	Iteration 15Q: 3 clusters Score -1.074157e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -10741200.000000 Penalty: 5439.156250
	Iteration 16Q: 3 clusters Score -1.07412e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -10740999.000000 Penalty: 5439.156250
	Iteration 17Q: 3 clusters Score -1.0741e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -10740749.000000 Penalty: 5439.156250
	Iteration 18Q: 3 clusters Score -1.074075e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -10740448.000000 Penalty: 5439.156250
	Iteration 19Q: 3 clusters Score -1.074045e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -10740322.000000 Penalty: 5439.156250
	Iteration 20F: 3 clusters Score -1.074032e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -10740197.000000 Penalty: 5439.156250
	Iteration 21Q: 3 clusters Score -1.07402e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -10740093.000000 Penalty: 5439.156250
	Iteration 22Q: 3 clusters Score -1.074009e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -10740043.000000 Penalty: 5439.156250
	Iteration 23Q: 3 clusters Score -1.074004e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -10739970.000000 Penalty: 5439.156250
	Iteration 24Q: 3 clusters Score -1.073997e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -10739859.000000 Penalty: 5439.156250
	Iteration 25Q: 3 clusters Score -1.073986e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -10739801.000000 Penalty: 5439.156250
	Iteration 26Q: 3 clusters Score -1.07398e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -10739760.000000 Penalty: 5439.156250
	Iteration 27Q: 3 clusters Score -1.073976e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -10739720.000000 Penalty: 5439.156250
	Iteration 28Q: 3 clusters Score -1.073972e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -10739682.000000 Penalty: 5439.156250
	Iteration 29Q: 3 clusters Score -1.073968e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -10739652.000000 Penalty: 5439.156250
	Iteration 30Q: 3 clusters Score -1.073965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -10739629.000000 Penalty: 5439.156250
	Iteration 31Q: 3 clusters Score -1.073963e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -10739597.000000 Penalty: 5439.156250
	Iteration 32Q: 3 clusters Score -1.07396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -10739567.000000 Penalty: 5439.156250
	Iteration 33Q: 3 clusters Score -1.073957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -10739544.000000 Penalty: 5439.156250
	Iteration 34Q: 3 clusters Score -1.073954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -10739523.000000 Penalty: 5439.156250
	Iteration 35Q: 3 clusters Score -1.073952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -10739527.000000 Penalty: 5439.156250
	Iteration 36Q: 3 clusters Score -1.073953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -10739519.000000 Penalty: 5439.156250
	Iteration 37Q: 3 clusters Score -1.073952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -10739502.000000 Penalty: 5439.156250
	Iteration 38Q: 3 clusters Score -1.07395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -10739502.000000 Penalty: 5439.156250
	Iteration 39Q: 3 clusters Score -1.07395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -10739501.000000 Penalty: 5439.156250
	Iteration 40F: 3 clusters Score -1.07395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -10739491.000000 Penalty: 5439.156250
	Iteration 41Q: 3 clusters Score -1.073949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -10739478.000000 Penalty: 5439.156250
	Iteration 42Q: 3 clusters Score -1.073948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -10739487.000000 Penalty: 5439.156250
	Iteration 43Q: 3 clusters Score -1.073949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -10739490.000000 Penalty: 5439.156250
	Iteration 44Q: 3 clusters Score -1.073949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -10739482.000000 Penalty: 5439.156250
	Iteration 45Q: 3 clusters Score -1.073948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -10739490.000000 Penalty: 5439.156250
	Iteration 46Q: 3 clusters Score -1.073949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -10739472.000000 Penalty: 5439.156250
	Iteration 47Q: 3 clusters Score -1.073947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -10739476.000000 Penalty: 5439.156250
	Iteration 48Q: 3 clusters Score -1.073948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -10739473.000000 Penalty: 5439.156250
	Iteration 49Q: 3 clusters Score -1.073947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -10739469.000000 Penalty: 5439.156250
	Iteration 50Q: 3 clusters Score -1.073947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -10739469.000000 Penalty: 5439.156250
	Iteration 51F: 3 clusters Score -1.073947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -621258.812500 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -621258.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -617738.187500 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -617738.2 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -619314.375000 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -619314.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -620091.812500 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -620091.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -620578.687500 Penalty: 4060.762451
	Iteration 3F: 3 clusters Score -620578.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -620906.750000 Penalty: 4060.762451
	Iteration 4F: 3 clusters Score -620906.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -621105.250000 Penalty: 4060.762451
	Iteration 5Q: 3 clusters Score -621105.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -621236.500000 Penalty: 4060.762451
	Iteration 6Q: 3 clusters Score -621236.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -621325.687500 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -621325.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -621380.000000 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -621380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -621416.687500 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -621416.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -621450.312500 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -621450.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -621482.125000 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -621482.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -621499.750000 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -621499.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -621510.562500 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -621510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -621512.750000 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -621512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -621519.812500 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -621519.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -621523.000000 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -621523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -621523.125000 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -621523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -621523.125000 Penalty: 4060.762451
	Iteration 18F: 3 clusters Score -621523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 45203 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 54732 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 52699 members 
Mstep: Class 8 contains 39107 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 62492 members 
Mstep: Class 12 contains 57875 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 39161 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 74206 members 
Mstep: Class 19 contains 61809 members 
Mstep: Class 20 contains 77037 members 
Entering Unmasked Estep 
Score: -110034704.000000 Penalty: 66012.835938
Splitting cluster 13 changes total score from -109993992.000000 to -110034704.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 17 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -261141.921875 Penalty: 1816.473511
	Iteration 0F: 2 clusters Score -261141.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -258967.593750 Penalty: 3632.947021
	Iteration 0F: 3 clusters Score -258967.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -259935.609375 Penalty: 3632.947021
	Iteration 1F: 3 clusters Score -259935.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -260372.781250 Penalty: 3632.947021
	Iteration 2F: 3 clusters Score -260372.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -260721.375000 Penalty: 3632.947021
	Iteration 3F: 3 clusters Score -260721.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -261050.390625 Penalty: 3632.947021
	Iteration 4F: 3 clusters Score -261050.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -261288.718750 Penalty: 3632.947021
	Iteration 5F: 3 clusters Score -261288.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -261452.078125 Penalty: 3632.947021
	Iteration 6Q: 3 clusters Score -261452.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -261617.484375 Penalty: 3632.947021
	Iteration 7Q: 3 clusters Score -261617.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -261843.281250 Penalty: 3632.947021
	Iteration 8Q: 3 clusters Score -261843.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -261890.312500 Penalty: 3632.947021
	Iteration 9Q: 3 clusters Score -261890.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -261966.437500 Penalty: 3632.947021
	Iteration 10Q: 3 clusters Score -261966.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -262020.296875 Penalty: 3632.947021
	Iteration 11Q: 3 clusters Score -262020.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -262106.468750 Penalty: 3632.947021
	Iteration 12Q: 3 clusters Score -262106.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -262114.250000 Penalty: 3632.947021
	Iteration 13Q: 3 clusters Score -262114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -262118.093750 Penalty: 3632.947021
	Iteration 14Q: 3 clusters Score -262118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -262120.328125 Penalty: 3632.947021
	Iteration 15Q: 3 clusters Score -262120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -262120.343750 Penalty: 3632.947021
	Iteration 16Q: 3 clusters Score -262120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -262120.734375 Penalty: 3632.947021
	Iteration 17Q: 3 clusters Score -262120.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -262121.562500 Penalty: 3632.947021
	Iteration 18F: 3 clusters Score -262121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -262132.453125 Penalty: 3632.947021
	Iteration 19Q: 3 clusters Score -262132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -262143.171875 Penalty: 3632.947021
	Iteration 20F: 3 clusters Score -262143.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -262161.968750 Penalty: 3632.947021
	Iteration 21Q: 3 clusters Score -262162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -262176.062500 Penalty: 3632.947021
	Iteration 22Q: 3 clusters Score -262176.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -262188.000000 Penalty: 3632.947021
	Iteration 23Q: 3 clusters Score -262188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -262196.250000 Penalty: 3632.947021
	Iteration 24Q: 3 clusters Score -262196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -262203.343750 Penalty: 3632.947021
	Iteration 25Q: 3 clusters Score -262203.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -262212.812500 Penalty: 3632.947021
	Iteration 26Q: 3 clusters Score -262212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -262214.375000 Penalty: 3632.947021
	Iteration 27Q: 3 clusters Score -262214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -262214.781250 Penalty: 3632.947021
	Iteration 28Q: 3 clusters Score -262214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -262215.375000 Penalty: 3632.947021
	Iteration 29Q: 3 clusters Score -262215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -262215.375000 Penalty: 3632.947021
	Iteration 30F: 3 clusters Score -262215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 45203 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 54732 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 52699 members 
Mstep: Class 8 contains 39107 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 62492 members 
Mstep: Class 12 contains 57875 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 39161 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 74206 members 
Mstep: Class 19 contains 61809 members 
Mstep: Class 20 contains 77037 members 
Mstep: Class 21 contains 418 members 
Entering Unmasked Estep 
Score: -110034264.000000 Penalty: 69313.484375
Splitting cluster 17 changes total score from -109993992.000000 to -110034264.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 18 (74206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Entering Unmasked Estep 
Score: -13685654.000000 Penalty: 2781.220947
	Iteration 0F: 2 clusters Score -1.368565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -13659597.000000 Penalty: 5562.441895
	Iteration 0F: 3 clusters Score -1.36596e+07 nChanged 34667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -13679125.000000 Penalty: 5562.441895
	Iteration 1F: 3 clusters Score -1.367912e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -13680050.000000 Penalty: 5562.441895
	Iteration 2Q: 3 clusters Score -1.368005e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -13681247.000000 Penalty: 5562.441895
	Iteration 3Q: 3 clusters Score -1.368125e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -13683106.000000 Penalty: 5562.441895
	Iteration 4F: 3 clusters Score -1.368311e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -13684976.000000 Penalty: 5562.441895
	Iteration 5F: 3 clusters Score -1.368498e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -13686058.000000 Penalty: 5562.441895
	Iteration 6F: 3 clusters Score -1.368606e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -13686693.000000 Penalty: 5562.441895
	Iteration 7F: 3 clusters Score -1.368669e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -13687338.000000 Penalty: 5562.441895
	Iteration 8Q: 3 clusters Score -1.368734e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -13688138.000000 Penalty: 5562.441895
	Iteration 9Q: 3 clusters Score -1.368814e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -13688812.000000 Penalty: 5562.441895
	Iteration 10Q: 3 clusters Score -1.368881e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -13689261.000000 Penalty: 5562.441895
	Iteration 11Q: 3 clusters Score -1.368926e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -13689513.000000 Penalty: 5562.441895
	Iteration 12Q: 3 clusters Score -1.368951e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -13689859.000000 Penalty: 5562.441895
	Iteration 13Q: 3 clusters Score -1.368986e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -13690280.000000 Penalty: 5562.441895
	Iteration 14Q: 3 clusters Score -1.369028e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -13690605.000000 Penalty: 5562.441895
	Iteration 15Q: 3 clusters Score -1.36906e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -13691124.000000 Penalty: 5562.441895
	Iteration 16Q: 3 clusters Score -1.369112e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -13691726.000000 Penalty: 5562.441895
	Iteration 17Q: 3 clusters Score -1.369173e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -13692422.000000 Penalty: 5562.441895
	Iteration 18Q: 3 clusters Score -1.369242e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -13693074.000000 Penalty: 5562.441895
	Iteration 19Q: 3 clusters Score -1.369307e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -13693629.000000 Penalty: 5562.441895
	Iteration 20F: 3 clusters Score -1.369363e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -13694118.000000 Penalty: 5562.441895
	Iteration 21Q: 3 clusters Score -1.369412e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -13694565.000000 Penalty: 5562.441895
	Iteration 22Q: 3 clusters Score -1.369456e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -13694857.000000 Penalty: 5562.441895
	Iteration 23Q: 3 clusters Score -1.369486e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -13695139.000000 Penalty: 5562.441895
	Iteration 24Q: 3 clusters Score -1.369514e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -13695317.000000 Penalty: 5562.441895
	Iteration 25Q: 3 clusters Score -1.369532e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -13695449.000000 Penalty: 5562.441895
	Iteration 26Q: 3 clusters Score -1.369545e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -13695578.000000 Penalty: 5562.441895
	Iteration 27Q: 3 clusters Score -1.369558e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -13695658.000000 Penalty: 5562.441895
	Iteration 28Q: 3 clusters Score -1.369566e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -13695695.000000 Penalty: 5562.441895
	Iteration 29Q: 3 clusters Score -1.36957e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -13695779.000000 Penalty: 5562.441895
	Iteration 30Q: 3 clusters Score -1.369578e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -13695866.000000 Penalty: 5562.441895
	Iteration 31Q: 3 clusters Score -1.369587e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -13695875.000000 Penalty: 5562.441895
	Iteration 32Q: 3 clusters Score -1.369588e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -13695905.000000 Penalty: 5562.441895
	Iteration 33Q: 3 clusters Score -1.36959e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -13695918.000000 Penalty: 5562.441895
	Iteration 34Q: 3 clusters Score -1.369592e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -13695941.000000 Penalty: 5562.441895
	Iteration 35Q: 3 clusters Score -1.369594e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -13695976.000000 Penalty: 5562.441895
	Iteration 36Q: 3 clusters Score -1.369598e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -13696005.000000 Penalty: 5562.441895
	Iteration 37Q: 3 clusters Score -1.3696e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -13696037.000000 Penalty: 5562.441895
	Iteration 38Q: 3 clusters Score -1.369604e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -13696037.000000 Penalty: 5562.441895
	Iteration 39Q: 3 clusters Score -1.369604e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -13696077.000000 Penalty: 5562.441895
	Iteration 40F: 3 clusters Score -1.369608e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -13696105.000000 Penalty: 5562.441895
	Iteration 41Q: 3 clusters Score -1.36961e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -13696136.000000 Penalty: 5562.441895
	Iteration 42Q: 3 clusters Score -1.369614e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -13696183.000000 Penalty: 5562.441895
	Iteration 43Q: 3 clusters Score -1.369618e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -13696235.000000 Penalty: 5562.441895
	Iteration 44Q: 3 clusters Score -1.369624e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -13696213.000000 Penalty: 5562.441895
	Iteration 45Q: 3 clusters Score -1.369621e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -13696258.000000 Penalty: 5562.441895
	Iteration 46Q: 3 clusters Score -1.369626e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -13696263.000000 Penalty: 5562.441895
	Iteration 47Q: 3 clusters Score -1.369626e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -13696301.000000 Penalty: 5562.441895
	Iteration 48Q: 3 clusters Score -1.36963e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -13696363.000000 Penalty: 5562.441895
	Iteration 49Q: 3 clusters Score -1.369636e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -13696384.000000 Penalty: 5562.441895
	Iteration 50Q: 3 clusters Score -1.369638e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -13696392.000000 Penalty: 5562.441895
	Iteration 51Q: 3 clusters Score -1.369639e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -13696424.000000 Penalty: 5562.441895
	Iteration 52Q: 3 clusters Score -1.369642e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -13696457.000000 Penalty: 5562.441895
	Iteration 53Q: 3 clusters Score -1.369646e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -13696450.000000 Penalty: 5562.441895
	Iteration 54Q: 3 clusters Score -1.369645e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -13696454.000000 Penalty: 5562.441895
	Iteration 55Q: 3 clusters Score -1.369645e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -13696507.000000 Penalty: 5562.441895
	Iteration 56Q: 3 clusters Score -1.369651e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -13696556.000000 Penalty: 5562.441895
	Iteration 57Q: 3 clusters Score -1.369656e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -13696576.000000 Penalty: 5562.441895
	Iteration 58Q: 3 clusters Score -1.369658e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -13696603.000000 Penalty: 5562.441895
	Iteration 59Q: 3 clusters Score -1.36966e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -13696641.000000 Penalty: 5562.441895
	Iteration 60F: 3 clusters Score -1.369664e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -13696656.000000 Penalty: 5562.441895
	Iteration 61Q: 3 clusters Score -1.369666e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -13696663.000000 Penalty: 5562.441895
	Iteration 62Q: 3 clusters Score -1.369666e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -13696703.000000 Penalty: 5562.441895
	Iteration 63Q: 3 clusters Score -1.36967e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -13696727.000000 Penalty: 5562.441895
	Iteration 64Q: 3 clusters Score -1.369673e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -13696746.000000 Penalty: 5562.441895
	Iteration 65Q: 3 clusters Score -1.369675e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -13696740.000000 Penalty: 5562.441895
	Iteration 66Q: 3 clusters Score -1.369674e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -13696775.000000 Penalty: 5562.441895
	Iteration 67Q: 3 clusters Score -1.369678e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -13696792.000000 Penalty: 5562.441895
	Iteration 68Q: 3 clusters Score -1.369679e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -13696777.000000 Penalty: 5562.441895
	Iteration 69Q: 3 clusters Score -1.369678e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -13696824.000000 Penalty: 5562.441895
	Iteration 70Q: 3 clusters Score -1.369682e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -13696811.000000 Penalty: 5562.441895
	Iteration 71Q: 3 clusters Score -1.369681e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -13696861.000000 Penalty: 5562.441895
	Iteration 72Q: 3 clusters Score -1.369686e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -13696912.000000 Penalty: 5562.441895
	Iteration 73Q: 3 clusters Score -1.369691e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -13696959.000000 Penalty: 5562.441895
	Iteration 74Q: 3 clusters Score -1.369696e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -13696985.000000 Penalty: 5562.441895
	Iteration 75Q: 3 clusters Score -1.369698e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -13697000.000000 Penalty: 5562.441895
	Iteration 76Q: 3 clusters Score -1.3697e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -13697015.000000 Penalty: 5562.441895
	Iteration 77Q: 3 clusters Score -1.369702e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -13697043.000000 Penalty: 5562.441895
	Iteration 78Q: 3 clusters Score -1.369704e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -13697099.000000 Penalty: 5562.441895
	Iteration 79Q: 3 clusters Score -1.36971e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -13697151.000000 Penalty: 5562.441895
	Iteration 80F: 3 clusters Score -1.369715e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -13697176.000000 Penalty: 5562.441895
	Iteration 81Q: 3 clusters Score -1.369718e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -13697189.000000 Penalty: 5562.441895
	Iteration 82Q: 3 clusters Score -1.369719e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -13697198.000000 Penalty: 5562.441895
	Iteration 83Q: 3 clusters Score -1.36972e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -13697197.000000 Penalty: 5562.441895
	Iteration 84Q: 3 clusters Score -1.36972e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -13697228.000000 Penalty: 5562.441895
	Iteration 85Q: 3 clusters Score -1.369723e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -13697231.000000 Penalty: 5562.441895
	Iteration 86Q: 3 clusters Score -1.369723e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -13697233.000000 Penalty: 5562.441895
	Iteration 87Q: 3 clusters Score -1.369723e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -13697247.000000 Penalty: 5562.441895
	Iteration 88Q: 3 clusters Score -1.369725e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -13697271.000000 Penalty: 5562.441895
	Iteration 89Q: 3 clusters Score -1.369727e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -13697325.000000 Penalty: 5562.441895
	Iteration 90Q: 3 clusters Score -1.369732e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -13697346.000000 Penalty: 5562.441895
	Iteration 91Q: 3 clusters Score -1.369735e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -13697314.000000 Penalty: 5562.441895
	Iteration 92Q: 3 clusters Score -1.369731e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -13697350.000000 Penalty: 5562.441895
	Iteration 93Q: 3 clusters Score -1.369735e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -13697387.000000 Penalty: 5562.441895
	Iteration 94Q: 3 clusters Score -1.369739e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -13697410.000000 Penalty: 5562.441895
	Iteration 95Q: 3 clusters Score -1.369741e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -13697426.000000 Penalty: 5562.441895
	Iteration 96Q: 3 clusters Score -1.369743e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -13697447.000000 Penalty: 5562.441895
	Iteration 97Q: 3 clusters Score -1.369745e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -13697459.000000 Penalty: 5562.441895
	Iteration 98Q: 3 clusters Score -1.369746e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -13697478.000000 Penalty: 5562.441895
	Iteration 99Q: 3 clusters Score -1.369748e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -13697469.000000 Penalty: 5562.441895
	Iteration 100F: 3 clusters Score -1.369747e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -13697500.000000 Penalty: 5562.441895
	Iteration 101Q: 3 clusters Score -1.36975e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -13697495.000000 Penalty: 5562.441895
	Iteration 102Q: 3 clusters Score -1.36975e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -13697543.000000 Penalty: 5562.441895
	Iteration 103Q: 3 clusters Score -1.369754e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -13697550.000000 Penalty: 5562.441895
	Iteration 104Q: 3 clusters Score -1.369755e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -13697561.000000 Penalty: 5562.441895
	Iteration 105Q: 3 clusters Score -1.369756e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -13697606.000000 Penalty: 5562.441895
	Iteration 106Q: 3 clusters Score -1.369761e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -13697582.000000 Penalty: 5562.441895
	Iteration 107Q: 3 clusters Score -1.369758e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -13697612.000000 Penalty: 5562.441895
	Iteration 108Q: 3 clusters Score -1.369761e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -13697626.000000 Penalty: 5562.441895
	Iteration 109Q: 3 clusters Score -1.369763e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -13697659.000000 Penalty: 5562.441895
	Iteration 110Q: 3 clusters Score -1.369766e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -13697637.000000 Penalty: 5562.441895
	Iteration 111Q: 3 clusters Score -1.369764e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -13697625.000000 Penalty: 5562.441895
	Iteration 112Q: 3 clusters Score -1.369762e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -13697646.000000 Penalty: 5562.441895
	Iteration 113Q: 3 clusters Score -1.369765e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -13697694.000000 Penalty: 5562.441895
	Iteration 114Q: 3 clusters Score -1.369769e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -13697712.000000 Penalty: 5562.441895
	Iteration 115Q: 3 clusters Score -1.369771e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -13697745.000000 Penalty: 5562.441895
	Iteration 116Q: 3 clusters Score -1.369774e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -13697727.000000 Penalty: 5562.441895
	Iteration 117Q: 3 clusters Score -1.369773e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -13697726.000000 Penalty: 5562.441895
	Iteration 118Q: 3 clusters Score -1.369773e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -13697740.000000 Penalty: 5562.441895
	Iteration 119Q: 3 clusters Score -1.369774e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -13697765.000000 Penalty: 5562.441895
	Iteration 120F: 3 clusters Score -1.369776e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -13697747.000000 Penalty: 5562.441895
	Iteration 121Q: 3 clusters Score -1.369775e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -13697753.000000 Penalty: 5562.441895
	Iteration 122Q: 3 clusters Score -1.369775e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -13697760.000000 Penalty: 5562.441895
	Iteration 123Q: 3 clusters Score -1.369776e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -13697752.000000 Penalty: 5562.441895
	Iteration 124Q: 3 clusters Score -1.369775e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -13697760.000000 Penalty: 5562.441895
	Iteration 125Q: 3 clusters Score -1.369776e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -13697782.000000 Penalty: 5562.441895
	Iteration 126Q: 3 clusters Score -1.369778e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -13697780.000000 Penalty: 5562.441895
	Iteration 127Q: 3 clusters Score -1.369778e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -13697776.000000 Penalty: 5562.441895
	Iteration 128Q: 3 clusters Score -1.369778e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -13697754.000000 Penalty: 5562.441895
	Iteration 129Q: 3 clusters Score -1.369775e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -13697735.000000 Penalty: 5562.441895
	Iteration 130Q: 3 clusters Score -1.369774e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -13697727.000000 Penalty: 5562.441895
	Iteration 131Q: 3 clusters Score -1.369773e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -13697724.000000 Penalty: 5562.441895
	Iteration 132Q: 3 clusters Score -1.369772e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -13697755.000000 Penalty: 5562.441895
	Iteration 133Q: 3 clusters Score -1.369776e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -13697727.000000 Penalty: 5562.441895
	Iteration 134Q: 3 clusters Score -1.369773e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -13697764.000000 Penalty: 5562.441895
	Iteration 135Q: 3 clusters Score -1.369776e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -13697785.000000 Penalty: 5562.441895
	Iteration 136Q: 3 clusters Score -1.369778e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -13697775.000000 Penalty: 5562.441895
	Iteration 137Q: 3 clusters Score -1.369778e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -13697768.000000 Penalty: 5562.441895
	Iteration 138Q: 3 clusters Score -1.369777e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -13697793.000000 Penalty: 5562.441895
	Iteration 139Q: 3 clusters Score -1.369779e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -13697792.000000 Penalty: 5562.441895
	Iteration 140F: 3 clusters Score -1.369779e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -13697792.000000 Penalty: 5562.441895
	Iteration 141Q: 3 clusters Score -1.369779e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -13697807.000000 Penalty: 5562.441895
	Iteration 142Q: 3 clusters Score -1.369781e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -13697804.000000 Penalty: 5562.441895
	Iteration 143Q: 3 clusters Score -1.36978e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -13697819.000000 Penalty: 5562.441895
	Iteration 144Q: 3 clusters Score -1.369782e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -13697815.000000 Penalty: 5562.441895
	Iteration 145Q: 3 clusters Score -1.369782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -13697823.000000 Penalty: 5562.441895
	Iteration 146Q: 3 clusters Score -1.369782e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -13697825.000000 Penalty: 5562.441895
	Iteration 147Q: 3 clusters Score -1.369782e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -13697817.000000 Penalty: 5562.441895
	Iteration 148Q: 3 clusters Score -1.369782e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -13697850.000000 Penalty: 5562.441895
	Iteration 149Q: 3 clusters Score -1.369785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -13697832.000000 Penalty: 5562.441895
	Iteration 150Q: 3 clusters Score -1.369783e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -13697829.000000 Penalty: 5562.441895
	Iteration 151Q: 3 clusters Score -1.369783e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -13697813.000000 Penalty: 5562.441895
	Iteration 152Q: 3 clusters Score -1.369781e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -13697810.000000 Penalty: 5562.441895
	Iteration 153Q: 3 clusters Score -1.369781e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -13697810.000000 Penalty: 5562.441895
	Iteration 154Q: 3 clusters Score -1.369781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -13697804.000000 Penalty: 5562.441895
	Iteration 155Q: 3 clusters Score -1.36978e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -13697820.000000 Penalty: 5562.441895
	Iteration 156Q: 3 clusters Score -1.369782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -13697829.000000 Penalty: 5562.441895
	Iteration 157Q: 3 clusters Score -1.369783e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -13697838.000000 Penalty: 5562.441895
	Iteration 158Q: 3 clusters Score -1.369784e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -13697841.000000 Penalty: 5562.441895
	Iteration 159Q: 3 clusters Score -1.369784e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -13697845.000000 Penalty: 5562.441895
	Iteration 160F: 3 clusters Score -1.369784e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -13697843.000000 Penalty: 5562.441895
	Iteration 161Q: 3 clusters Score -1.369784e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -13697846.000000 Penalty: 5562.441895
	Iteration 162Q: 3 clusters Score -1.369785e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -13697847.000000 Penalty: 5562.441895
	Iteration 163Q: 3 clusters Score -1.369785e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -13697849.000000 Penalty: 5562.441895
	Iteration 164Q: 3 clusters Score -1.369785e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -13697850.000000 Penalty: 5562.441895
	Iteration 165Q: 3 clusters Score -1.369785e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -13697833.000000 Penalty: 5562.441895
	Iteration 166Q: 3 clusters Score -1.369783e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -13697816.000000 Penalty: 5562.441895
	Iteration 167Q: 3 clusters Score -1.369782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -13697817.000000 Penalty: 5562.441895
	Iteration 168Q: 3 clusters Score -1.369782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -13697843.000000 Penalty: 5562.441895
	Iteration 169Q: 3 clusters Score -1.369784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.369785e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -13697855.000000 Penalty: 5562.441895
	Iteration 171Q: 3 clusters Score -1.369786e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.369785e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.369785e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.369786e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.369785e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -13697844.000000 Penalty: 5562.441895
	Iteration 176Q: 3 clusters Score -1.369784e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.369786e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.369786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -13697853.000000 Penalty: 5562.441895
	Iteration 179Q: 3 clusters Score -1.369785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -13697848.000000 Penalty: 5562.441895
	Iteration 180F: 3 clusters Score -1.369785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -13697857.000000 Penalty: 5562.441895
	Iteration 181Q: 3 clusters Score -1.369786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -13697860.000000 Penalty: 5562.441895
	Iteration 182Q: 3 clusters Score -1.369786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -13697847.000000 Penalty: 5562.441895
	Iteration 183Q: 3 clusters Score -1.369785e+07 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -13697866.000000 Penalty: 5562.441895
	Iteration 184Q: 3 clusters Score -1.369787e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -13697865.000000 Penalty: 5562.441895
	Iteration 185Q: 3 clusters Score -1.369786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -13697854.000000 Penalty: 5562.441895
	Iteration 186Q: 3 clusters Score -1.369785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -13697843.000000 Penalty: 5562.441895
	Iteration 187Q: 3 clusters Score -1.369784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -13697866.000000 Penalty: 5562.441895
	Iteration 188Q: 3 clusters Score -1.369787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -13697856.000000 Penalty: 5562.441895
	Iteration 189Q: 3 clusters Score -1.369786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -13697858.000000 Penalty: 5562.441895
	Iteration 190Q: 3 clusters Score -1.369786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -13697862.000000 Penalty: 5562.441895
	Iteration 191Q: 3 clusters Score -1.369786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -13697864.000000 Penalty: 5562.441895
	Iteration 192Q: 3 clusters Score -1.369786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -13697865.000000 Penalty: 5562.441895
	Iteration 193Q: 3 clusters Score -1.369786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -13697869.000000 Penalty: 5562.441895
	Iteration 194Q: 3 clusters Score -1.369787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -13697865.000000 Penalty: 5562.441895
	Iteration 195Q: 3 clusters Score -1.369786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -13697865.000000 Penalty: 5562.441895
	Iteration 196F: 3 clusters Score -1.369786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 45203 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 54732 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 52699 members 
Mstep: Class 8 contains 39107 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 62492 members 
Mstep: Class 12 contains 57875 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 39161 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 26601 members 
Mstep: Class 19 contains 61809 members 
Mstep: Class 20 contains 77037 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 47605 members 
Entering Unmasked Estep 
Score: -110045808.000000 Penalty: 72614.125000
Splitting cluster 18 changes total score from -109993992.000000 to -110045808.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (61809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Entering Unmasked Estep 
Score: -11200479.000000 Penalty: 2735.887451
	Iteration 0F: 2 clusters Score -1.120048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -11159444.000000 Penalty: 5471.774902
	Iteration 0F: 3 clusters Score -1.115944e+07 nChanged 28759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -11175300.000000 Penalty: 5471.774902
	Iteration 1F: 3 clusters Score -1.11753e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -11175788.000000 Penalty: 5471.774902
	Iteration 2Q: 3 clusters Score -1.117579e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -11176362.000000 Penalty: 5471.774902
	Iteration 3Q: 3 clusters Score -1.117636e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -11177078.000000 Penalty: 5471.774902
	Iteration 4Q: 3 clusters Score -1.117708e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -11178141.000000 Penalty: 5471.774902
	Iteration 5Q: 3 clusters Score -1.117814e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -11179369.000000 Penalty: 5471.774902
	Iteration 6Q: 3 clusters Score -1.117937e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -11180856.000000 Penalty: 5471.774902
	Iteration 7Q: 3 clusters Score -1.118086e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -11182497.000000 Penalty: 5471.774902
	Iteration 8F: 3 clusters Score -1.11825e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -11184052.000000 Penalty: 5471.774902
	Iteration 9F: 3 clusters Score -1.118405e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -11185627.000000 Penalty: 5471.774902
	Iteration 10F: 3 clusters Score -1.118563e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -11187132.000000 Penalty: 5471.774902
	Iteration 11Q: 3 clusters Score -1.118713e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -11188539.000000 Penalty: 5471.774902
	Iteration 12Q: 3 clusters Score -1.118854e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -11189856.000000 Penalty: 5471.774902
	Iteration 13Q: 3 clusters Score -1.118986e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -11190929.000000 Penalty: 5471.774902
	Iteration 14Q: 3 clusters Score -1.119093e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -11191919.000000 Penalty: 5471.774902
	Iteration 15Q: 3 clusters Score -1.119192e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -11192886.000000 Penalty: 5471.774902
	Iteration 16Q: 3 clusters Score -1.119289e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -11193763.000000 Penalty: 5471.774902
	Iteration 17Q: 3 clusters Score -1.119376e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -11194830.000000 Penalty: 5471.774902
	Iteration 18Q: 3 clusters Score -1.119483e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -11195908.000000 Penalty: 5471.774902
	Iteration 19Q: 3 clusters Score -1.119591e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -11196937.000000 Penalty: 5471.774902
	Iteration 20F: 3 clusters Score -1.119694e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -11197908.000000 Penalty: 5471.774902
	Iteration 21Q: 3 clusters Score -1.119791e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -11198695.000000 Penalty: 5471.774902
	Iteration 22Q: 3 clusters Score -1.11987e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -11199240.000000 Penalty: 5471.774902
	Iteration 23Q: 3 clusters Score -1.119924e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -11199531.000000 Penalty: 5471.774902
	Iteration 24Q: 3 clusters Score -1.119953e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -11199712.000000 Penalty: 5471.774902
	Iteration 25Q: 3 clusters Score -1.119971e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -11199825.000000 Penalty: 5471.774902
	Iteration 26Q: 3 clusters Score -1.119982e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -11199910.000000 Penalty: 5471.774902
	Iteration 27Q: 3 clusters Score -1.119991e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -11199951.000000 Penalty: 5471.774902
	Iteration 28Q: 3 clusters Score -1.119995e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -11200003.000000 Penalty: 5471.774902
	Iteration 29Q: 3 clusters Score -1.12e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -11200000.000000 Penalty: 5471.774902
	Iteration 30Q: 3 clusters Score -1.12e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -11200035.000000 Penalty: 5471.774902
	Iteration 31Q: 3 clusters Score -1.120004e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -11200036.000000 Penalty: 5471.774902
	Iteration 32Q: 3 clusters Score -1.120004e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -11200054.000000 Penalty: 5471.774902
	Iteration 33Q: 3 clusters Score -1.120005e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -11200069.000000 Penalty: 5471.774902
	Iteration 34Q: 3 clusters Score -1.120007e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -11200079.000000 Penalty: 5471.774902
	Iteration 35Q: 3 clusters Score -1.120008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -11200087.000000 Penalty: 5471.774902
	Iteration 36Q: 3 clusters Score -1.120009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -11200090.000000 Penalty: 5471.774902
	Iteration 37Q: 3 clusters Score -1.120009e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -11200077.000000 Penalty: 5471.774902
	Iteration 38Q: 3 clusters Score -1.120008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -11200094.000000 Penalty: 5471.774902
	Iteration 39Q: 3 clusters Score -1.120009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -11200097.000000 Penalty: 5471.774902
	Iteration 40F: 3 clusters Score -1.12001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -11200100.000000 Penalty: 5471.774902
	Iteration 41Q: 3 clusters Score -1.12001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -11200104.000000 Penalty: 5471.774902
	Iteration 42Q: 3 clusters Score -1.12001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -11200104.000000 Penalty: 5471.774902
	Iteration 43Q: 3 clusters Score -1.12001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -11200100.000000 Penalty: 5471.774902
	Iteration 44Q: 3 clusters Score -1.12001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -11200090.000000 Penalty: 5471.774902
	Iteration 45Q: 3 clusters Score -1.120009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -11200105.000000 Penalty: 5471.774902
	Iteration 46Q: 3 clusters Score -1.12001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -11200095.000000 Penalty: 5471.774902
	Iteration 47Q: 3 clusters Score -1.12001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -11200116.000000 Penalty: 5471.774902
	Iteration 48Q: 3 clusters Score -1.120012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -11200124.000000 Penalty: 5471.774902
	Iteration 49Q: 3 clusters Score -1.120012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -11200126.000000 Penalty: 5471.774902
	Iteration 50Q: 3 clusters Score -1.120013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -11200121.000000 Penalty: 5471.774902
	Iteration 51Q: 3 clusters Score -1.120012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -11200122.000000 Penalty: 5471.774902
	Iteration 52Q: 3 clusters Score -1.120012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -11200124.000000 Penalty: 5471.774902
	Iteration 53Q: 3 clusters Score -1.120012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -11200125.000000 Penalty: 5471.774902
	Iteration 54Q: 3 clusters Score -1.120012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -11200117.000000 Penalty: 5471.774902
	Iteration 55Q: 3 clusters Score -1.120012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -11200119.000000 Penalty: 5471.774902
	Iteration 56Q: 3 clusters Score -1.120012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -11200113.000000 Penalty: 5471.774902
	Iteration 57Q: 3 clusters Score -1.120011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -11200123.000000 Penalty: 5471.774902
	Iteration 58Q: 3 clusters Score -1.120012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -11200128.000000 Penalty: 5471.774902
	Iteration 59Q: 3 clusters Score -1.120013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -11200136.000000 Penalty: 5471.774902
	Iteration 60F: 3 clusters Score -1.120014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (77037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Entering Unmasked Estep 
Score: -14265948.000000 Penalty: 2790.506104
	Iteration 0F: 2 clusters Score -1.426595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -14241442.000000 Penalty: 5581.012207
	Iteration 0F: 3 clusters Score -1.424144e+07 nChanged 36239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -14262553.000000 Penalty: 5581.012207
	Iteration 1F: 3 clusters Score -1.426255e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -14264515.000000 Penalty: 5581.012207
	Iteration 2Q: 3 clusters Score -1.426452e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -14267163.000000 Penalty: 5581.012207
	Iteration 3F: 3 clusters Score -1.426716e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -14270875.000000 Penalty: 5581.012207
	Iteration 4F: 3 clusters Score -1.427088e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -14275024.000000 Penalty: 5581.012207
	Iteration 5F: 3 clusters Score -1.427502e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -14278862.000000 Penalty: 5581.012207
	Iteration 6F: 3 clusters Score -1.427886e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -14281234.000000 Penalty: 5581.012207
	Iteration 7F: 3 clusters Score -1.428123e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -14282359.000000 Penalty: 5581.012207
	Iteration 8Q: 3 clusters Score -1.428236e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -14282985.000000 Penalty: 5581.012207
	Iteration 9Q: 3 clusters Score -1.428298e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -14283539.000000 Penalty: 5581.012207
	Iteration 10Q: 3 clusters Score -1.428354e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -14283908.000000 Penalty: 5581.012207
	Iteration 11Q: 3 clusters Score -1.428391e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -14284157.000000 Penalty: 5581.012207
	Iteration 12Q: 3 clusters Score -1.428416e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -14284380.000000 Penalty: 5581.012207
	Iteration 13Q: 3 clusters Score -1.428438e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -14284514.000000 Penalty: 5581.012207
	Iteration 14Q: 3 clusters Score -1.428451e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -14284661.000000 Penalty: 5581.012207
	Iteration 15Q: 3 clusters Score -1.428466e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -14284720.000000 Penalty: 5581.012207
	Iteration 16Q: 3 clusters Score -1.428472e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -14284844.000000 Penalty: 5581.012207
	Iteration 17Q: 3 clusters Score -1.428484e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -14284891.000000 Penalty: 5581.012207
	Iteration 18Q: 3 clusters Score -1.428489e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -14284917.000000 Penalty: 5581.012207
	Iteration 19Q: 3 clusters Score -1.428492e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -14284957.000000 Penalty: 5581.012207
	Iteration 20F: 3 clusters Score -1.428496e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -14285045.000000 Penalty: 5581.012207
	Iteration 21Q: 3 clusters Score -1.428504e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -14285094.000000 Penalty: 5581.012207
	Iteration 22Q: 3 clusters Score -1.428509e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -14285133.000000 Penalty: 5581.012207
	Iteration 23Q: 3 clusters Score -1.428513e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -14285144.000000 Penalty: 5581.012207
	Iteration 24Q: 3 clusters Score -1.428514e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -14285099.000000 Penalty: 5581.012207
	Iteration 25Q: 3 clusters Score -1.42851e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -14285106.000000 Penalty: 5581.012207
	Iteration 26Q: 3 clusters Score -1.428511e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -14285104.000000 Penalty: 5581.012207
	Iteration 27Q: 3 clusters Score -1.42851e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -14285128.000000 Penalty: 5581.012207
	Iteration 28Q: 3 clusters Score -1.428513e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -14285105.000000 Penalty: 5581.012207
	Iteration 29Q: 3 clusters Score -1.42851e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -14285075.000000 Penalty: 5581.012207
	Iteration 30Q: 3 clusters Score -1.428508e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -14285052.000000 Penalty: 5581.012207
	Iteration 31Q: 3 clusters Score -1.428505e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -14285018.000000 Penalty: 5581.012207
	Iteration 32Q: 3 clusters Score -1.428502e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -14285035.000000 Penalty: 5581.012207
	Iteration 33Q: 3 clusters Score -1.428504e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -14285038.000000 Penalty: 5581.012207
	Iteration 34Q: 3 clusters Score -1.428504e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -14284997.000000 Penalty: 5581.012207
	Iteration 35Q: 3 clusters Score -1.4285e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -14285014.000000 Penalty: 5581.012207
	Iteration 36Q: 3 clusters Score -1.428501e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -14285006.000000 Penalty: 5581.012207
	Iteration 37Q: 3 clusters Score -1.428501e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -14285003.000000 Penalty: 5581.012207
	Iteration 38Q: 3 clusters Score -1.4285e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -14284987.000000 Penalty: 5581.012207
	Iteration 39Q: 3 clusters Score -1.428499e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -14284950.000000 Penalty: 5581.012207
	Iteration 40F: 3 clusters Score -1.428495e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -14284960.000000 Penalty: 5581.012207
	Iteration 41Q: 3 clusters Score -1.428496e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -14284962.000000 Penalty: 5581.012207
	Iteration 42Q: 3 clusters Score -1.428496e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -14284943.000000 Penalty: 5581.012207
	Iteration 43Q: 3 clusters Score -1.428494e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -14284935.000000 Penalty: 5581.012207
	Iteration 44Q: 3 clusters Score -1.428494e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -14284945.000000 Penalty: 5581.012207
	Iteration 45Q: 3 clusters Score -1.428494e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -14284950.000000 Penalty: 5581.012207
	Iteration 46Q: 3 clusters Score -1.428495e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -14284949.000000 Penalty: 5581.012207
	Iteration 47Q: 3 clusters Score -1.428495e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -14284947.000000 Penalty: 5581.012207
	Iteration 48Q: 3 clusters Score -1.428495e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -14284940.000000 Penalty: 5581.012207
	Iteration 49Q: 3 clusters Score -1.428494e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -14284933.000000 Penalty: 5581.012207
	Iteration 50Q: 3 clusters Score -1.428493e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -14284931.000000 Penalty: 5581.012207
	Iteration 51Q: 3 clusters Score -1.428493e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -14284929.000000 Penalty: 5581.012207
	Iteration 52Q: 3 clusters Score -1.428493e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -14284926.000000 Penalty: 5581.012207
	Iteration 53Q: 3 clusters Score -1.428493e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -14284899.000000 Penalty: 5581.012207
	Iteration 54Q: 3 clusters Score -1.42849e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -14284898.000000 Penalty: 5581.012207
	Iteration 55Q: 3 clusters Score -1.42849e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -14284877.000000 Penalty: 5581.012207
	Iteration 56Q: 3 clusters Score -1.428488e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -14284849.000000 Penalty: 5581.012207
	Iteration 57Q: 3 clusters Score -1.428485e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -14284832.000000 Penalty: 5581.012207
	Iteration 58Q: 3 clusters Score -1.428483e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -14284829.000000 Penalty: 5581.012207
	Iteration 59Q: 3 clusters Score -1.428483e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -14284813.000000 Penalty: 5581.012207
	Iteration 60F: 3 clusters Score -1.428481e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -14284833.000000 Penalty: 5581.012207
	Iteration 61Q: 3 clusters Score -1.428483e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -14284815.000000 Penalty: 5581.012207
	Iteration 62Q: 3 clusters Score -1.428482e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -14284805.000000 Penalty: 5581.012207
	Iteration 63Q: 3 clusters Score -1.42848e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -14284794.000000 Penalty: 5581.012207
	Iteration 64Q: 3 clusters Score -1.428479e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -14284781.000000 Penalty: 5581.012207
	Iteration 65Q: 3 clusters Score -1.428478e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -14284765.000000 Penalty: 5581.012207
	Iteration 66Q: 3 clusters Score -1.428476e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -14284728.000000 Penalty: 5581.012207
	Iteration 67Q: 3 clusters Score -1.428473e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -14284720.000000 Penalty: 5581.012207
	Iteration 68Q: 3 clusters Score -1.428472e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -14284697.000000 Penalty: 5581.012207
	Iteration 69Q: 3 clusters Score -1.42847e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -14284690.000000 Penalty: 5581.012207
	Iteration 70Q: 3 clusters Score -1.428469e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -14284660.000000 Penalty: 5581.012207
	Iteration 71Q: 3 clusters Score -1.428466e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -14284627.000000 Penalty: 5581.012207
	Iteration 72Q: 3 clusters Score -1.428463e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -14284628.000000 Penalty: 5581.012207
	Iteration 73Q: 3 clusters Score -1.428463e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -14284610.000000 Penalty: 5581.012207
	Iteration 74Q: 3 clusters Score -1.428461e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -14284601.000000 Penalty: 5581.012207
	Iteration 75Q: 3 clusters Score -1.42846e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -14284571.000000 Penalty: 5581.012207
	Iteration 76Q: 3 clusters Score -1.428457e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -14284609.000000 Penalty: 5581.012207
	Iteration 77Q: 3 clusters Score -1.428461e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -14284605.000000 Penalty: 5581.012207
	Iteration 78Q: 3 clusters Score -1.42846e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -14284590.000000 Penalty: 5581.012207
	Iteration 79Q: 3 clusters Score -1.428459e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -14284579.000000 Penalty: 5581.012207
	Iteration 80F: 3 clusters Score -1.428458e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -14284567.000000 Penalty: 5581.012207
	Iteration 81Q: 3 clusters Score -1.428457e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -14284521.000000 Penalty: 5581.012207
	Iteration 82Q: 3 clusters Score -1.428452e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -14284470.000000 Penalty: 5581.012207
	Iteration 83Q: 3 clusters Score -1.428447e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -14284468.000000 Penalty: 5581.012207
	Iteration 84Q: 3 clusters Score -1.428447e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -14284456.000000 Penalty: 5581.012207
	Iteration 85Q: 3 clusters Score -1.428446e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -14284432.000000 Penalty: 5581.012207
	Iteration 86Q: 3 clusters Score -1.428443e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -14284412.000000 Penalty: 5581.012207
	Iteration 87Q: 3 clusters Score -1.428441e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -14284393.000000 Penalty: 5581.012207
	Iteration 88Q: 3 clusters Score -1.428439e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -14284354.000000 Penalty: 5581.012207
	Iteration 89Q: 3 clusters Score -1.428435e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -14284337.000000 Penalty: 5581.012207
	Iteration 90Q: 3 clusters Score -1.428434e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -14284304.000000 Penalty: 5581.012207
	Iteration 91Q: 3 clusters Score -1.42843e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -14284278.000000 Penalty: 5581.012207
	Iteration 92Q: 3 clusters Score -1.428428e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -14284187.000000 Penalty: 5581.012207
	Iteration 93Q: 3 clusters Score -1.428419e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -14284145.000000 Penalty: 5581.012207
	Iteration 94Q: 3 clusters Score -1.428414e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -14284120.000000 Penalty: 5581.012207
	Iteration 95Q: 3 clusters Score -1.428412e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -14284086.000000 Penalty: 5581.012207
	Iteration 96Q: 3 clusters Score -1.428409e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -14284013.000000 Penalty: 5581.012207
	Iteration 97Q: 3 clusters Score -1.428401e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -14283941.000000 Penalty: 5581.012207
	Iteration 98Q: 3 clusters Score -1.428394e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -14283931.000000 Penalty: 5581.012207
	Iteration 99Q: 3 clusters Score -1.428393e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -14283848.000000 Penalty: 5581.012207
	Iteration 100F: 3 clusters Score -1.428385e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -14283760.000000 Penalty: 5581.012207
	Iteration 101Q: 3 clusters Score -1.428376e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -14283756.000000 Penalty: 5581.012207
	Iteration 102Q: 3 clusters Score -1.428376e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -14283700.000000 Penalty: 5581.012207
	Iteration 103Q: 3 clusters Score -1.42837e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -14283649.000000 Penalty: 5581.012207
	Iteration 104Q: 3 clusters Score -1.428365e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -14283621.000000 Penalty: 5581.012207
	Iteration 105Q: 3 clusters Score -1.428362e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -14283564.000000 Penalty: 5581.012207
	Iteration 106Q: 3 clusters Score -1.428356e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -14283546.000000 Penalty: 5581.012207
	Iteration 107Q: 3 clusters Score -1.428355e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -14283457.000000 Penalty: 5581.012207
	Iteration 108Q: 3 clusters Score -1.428346e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -14283472.000000 Penalty: 5581.012207
	Iteration 109Q: 3 clusters Score -1.428347e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -14283406.000000 Penalty: 5581.012207
	Iteration 110Q: 3 clusters Score -1.428341e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -14283356.000000 Penalty: 5581.012207
	Iteration 111Q: 3 clusters Score -1.428336e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -14283311.000000 Penalty: 5581.012207
	Iteration 112Q: 3 clusters Score -1.428331e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -14283289.000000 Penalty: 5581.012207
	Iteration 113Q: 3 clusters Score -1.428329e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -14283255.000000 Penalty: 5581.012207
	Iteration 114Q: 3 clusters Score -1.428326e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -14283238.000000 Penalty: 5581.012207
	Iteration 115Q: 3 clusters Score -1.428324e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -14283223.000000 Penalty: 5581.012207
	Iteration 116Q: 3 clusters Score -1.428322e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -14283216.000000 Penalty: 5581.012207
	Iteration 117Q: 3 clusters Score -1.428322e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -14283210.000000 Penalty: 5581.012207
	Iteration 118Q: 3 clusters Score -1.428321e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -14283188.000000 Penalty: 5581.012207
	Iteration 119Q: 3 clusters Score -1.428319e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -14283146.000000 Penalty: 5581.012207
	Iteration 120F: 3 clusters Score -1.428315e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -14283137.000000 Penalty: 5581.012207
	Iteration 121Q: 3 clusters Score -1.428314e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -14283113.000000 Penalty: 5581.012207
	Iteration 122Q: 3 clusters Score -1.428311e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -14283109.000000 Penalty: 5581.012207
	Iteration 123Q: 3 clusters Score -1.428311e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -14283072.000000 Penalty: 5581.012207
	Iteration 124Q: 3 clusters Score -1.428307e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -14283053.000000 Penalty: 5581.012207
	Iteration 125Q: 3 clusters Score -1.428305e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -14283023.000000 Penalty: 5581.012207
	Iteration 126Q: 3 clusters Score -1.428302e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -14282984.000000 Penalty: 5581.012207
	Iteration 127Q: 3 clusters Score -1.428298e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -14282951.000000 Penalty: 5581.012207
	Iteration 128Q: 3 clusters Score -1.428295e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -14282952.000000 Penalty: 5581.012207
	Iteration 129Q: 3 clusters Score -1.428295e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -14282920.000000 Penalty: 5581.012207
	Iteration 130Q: 3 clusters Score -1.428292e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -14282908.000000 Penalty: 5581.012207
	Iteration 131Q: 3 clusters Score -1.428291e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -14282903.000000 Penalty: 5581.012207
	Iteration 132Q: 3 clusters Score -1.42829e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -14282935.000000 Penalty: 5581.012207
	Iteration 133Q: 3 clusters Score -1.428294e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -14282906.000000 Penalty: 5581.012207
	Iteration 134Q: 3 clusters Score -1.428291e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -14282893.000000 Penalty: 5581.012207
	Iteration 135Q: 3 clusters Score -1.428289e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -14282868.000000 Penalty: 5581.012207
	Iteration 136Q: 3 clusters Score -1.428287e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -14282888.000000 Penalty: 5581.012207
	Iteration 137Q: 3 clusters Score -1.428289e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -14282879.000000 Penalty: 5581.012207
	Iteration 138Q: 3 clusters Score -1.428288e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -14282894.000000 Penalty: 5581.012207
	Iteration 139Q: 3 clusters Score -1.428289e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -14282880.000000 Penalty: 5581.012207
	Iteration 140F: 3 clusters Score -1.428288e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -14282885.000000 Penalty: 5581.012207
	Iteration 141Q: 3 clusters Score -1.428288e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -14282863.000000 Penalty: 5581.012207
	Iteration 142Q: 3 clusters Score -1.428286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -14282871.000000 Penalty: 5581.012207
	Iteration 143Q: 3 clusters Score -1.428287e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -14282867.000000 Penalty: 5581.012207
	Iteration 144Q: 3 clusters Score -1.428287e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -14282882.000000 Penalty: 5581.012207
	Iteration 145Q: 3 clusters Score -1.428288e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -14282872.000000 Penalty: 5581.012207
	Iteration 146Q: 3 clusters Score -1.428287e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -14282872.000000 Penalty: 5581.012207
	Iteration 147Q: 3 clusters Score -1.428287e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -14282875.000000 Penalty: 5581.012207
	Iteration 148Q: 3 clusters Score -1.428288e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -14282874.000000 Penalty: 5581.012207
	Iteration 149Q: 3 clusters Score -1.428287e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -14282876.000000 Penalty: 5581.012207
	Iteration 150Q: 3 clusters Score -1.428288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -14282895.000000 Penalty: 5581.012207
	Iteration 151Q: 3 clusters Score -1.42829e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -14282895.000000 Penalty: 5581.012207
	Iteration 152Q: 3 clusters Score -1.42829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -14282892.000000 Penalty: 5581.012207
	Iteration 153Q: 3 clusters Score -1.428289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -14282901.000000 Penalty: 5581.012207
	Iteration 154Q: 3 clusters Score -1.42829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -14282907.000000 Penalty: 5581.012207
	Iteration 155Q: 3 clusters Score -1.428291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -14282904.000000 Penalty: 5581.012207
	Iteration 156Q: 3 clusters Score -1.42829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -14282894.000000 Penalty: 5581.012207
	Iteration 157Q: 3 clusters Score -1.428289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -14282877.000000 Penalty: 5581.012207
	Iteration 158Q: 3 clusters Score -1.428288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -14282881.000000 Penalty: 5581.012207
	Iteration 159Q: 3 clusters Score -1.428288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -14282878.000000 Penalty: 5581.012207
	Iteration 160F: 3 clusters Score -1.428288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -14282875.000000 Penalty: 5581.012207
	Iteration 161Q: 3 clusters Score -1.428288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -14282867.000000 Penalty: 5581.012207
	Iteration 162Q: 3 clusters Score -1.428287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -14282870.000000 Penalty: 5581.012207
	Iteration 163Q: 3 clusters Score -1.428287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -14282870.000000 Penalty: 5581.012207
	Iteration 164Q: 3 clusters Score -1.428287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -14282875.000000 Penalty: 5581.012207
	Iteration 165Q: 3 clusters Score -1.428288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -14282863.000000 Penalty: 5581.012207
	Iteration 166Q: 3 clusters Score -1.428286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -14282875.000000 Penalty: 5581.012207
	Iteration 167Q: 3 clusters Score -1.428288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -14282873.000000 Penalty: 5581.012207
	Iteration 168Q: 3 clusters Score -1.428287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -14282881.000000 Penalty: 5581.012207
	Iteration 169Q: 3 clusters Score -1.428288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -14282892.000000 Penalty: 5581.012207
	Iteration 170Q: 3 clusters Score -1.428289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -14282902.000000 Penalty: 5581.012207
	Iteration 171Q: 3 clusters Score -1.42829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -14282907.000000 Penalty: 5581.012207
	Iteration 172Q: 3 clusters Score -1.428291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -14282900.000000 Penalty: 5581.012207
	Iteration 173Q: 3 clusters Score -1.42829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -14282904.000000 Penalty: 5581.012207
	Iteration 174Q: 3 clusters Score -1.42829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -14282903.000000 Penalty: 5581.012207
	Iteration 175Q: 3 clusters Score -1.42829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -14282906.000000 Penalty: 5581.012207
	Iteration 176Q: 3 clusters Score -1.428291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -14282897.000000 Penalty: 5581.012207
	Iteration 177Q: 3 clusters Score -1.42829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -14282891.000000 Penalty: 5581.012207
	Iteration 178Q: 3 clusters Score -1.428289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -14282898.000000 Penalty: 5581.012207
	Iteration 179Q: 3 clusters Score -1.42829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -14282889.000000 Penalty: 5581.012207
	Iteration 180F: 3 clusters Score -1.428289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -14282889.000000 Penalty: 5581.012207
	Iteration 181Q: 3 clusters Score -1.428289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -14282886.000000 Penalty: 5581.012207
	Iteration 182Q: 3 clusters Score -1.428289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -14282891.000000 Penalty: 5581.012207
	Iteration 183Q: 3 clusters Score -1.428289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -14282878.000000 Penalty: 5581.012207
	Iteration 184Q: 3 clusters Score -1.428288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -14282886.000000 Penalty: 5581.012207
	Iteration 185Q: 3 clusters Score -1.428289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -14282887.000000 Penalty: 5581.012207
	Iteration 186Q: 3 clusters Score -1.428289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -14282894.000000 Penalty: 5581.012207
	Iteration 187Q: 3 clusters Score -1.428289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -14282876.000000 Penalty: 5581.012207
	Iteration 188Q: 3 clusters Score -1.428288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -14282875.000000 Penalty: 5581.012207
	Iteration 189Q: 3 clusters Score -1.428288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -14282871.000000 Penalty: 5581.012207
	Iteration 190Q: 3 clusters Score -1.428287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -14282875.000000 Penalty: 5581.012207
	Iteration 191Q: 3 clusters Score -1.428288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -14282873.000000 Penalty: 5581.012207
	Iteration 192Q: 3 clusters Score -1.428287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -14282867.000000 Penalty: 5581.012207
	Iteration 193Q: 3 clusters Score -1.428287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -14282870.000000 Penalty: 5581.012207
	Iteration 194Q: 3 clusters Score -1.428287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -14282870.000000 Penalty: 5581.012207
	Iteration 195Q: 3 clusters Score -1.428287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -14282870.000000 Penalty: 5581.012207
	Iteration 196F: 3 clusters Score -1.428287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 45203 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 54732 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 52699 members 
Mstep: Class 8 contains 39107 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 62492 members 
Mstep: Class 12 contains 57875 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 39161 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 26601 members 
Mstep: Class 19 contains 61809 members 
Mstep: Class 20 contains 31478 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 47605 members 
Mstep: Class 23 contains 45559 members 
Entering Unmasked Estep 
Score: -110062240.000000 Penalty: 75914.765625
Splitting cluster 20 changes total score from -109993992.000000 to -110062240.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 45203 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 5 contains 54732 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 52699 members 
Mstep: Class 8 contains 39107 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 11 contains 62492 members 
Mstep: Class 12 contains 57875 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 26601 members 
Mstep: Class 19 contains 61809 members 
Mstep: Class 20 contains 31478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110084264.000000 Penalty: 75914.765625
Iteration 39Q: 24 clusters Score -1.100843e+08 nChanged 41414
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 50831 members 
Mstep: Class 3 contains 1003 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 51326 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 49705 members 
Mstep: Class 8 contains 38548 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 60479 members 
Mstep: Class 12 contains 56455 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 37445 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 1107 members 
Mstep: Class 18 contains 29994 members 
Mstep: Class 19 contains 61437 members 
Mstep: Class 20 contains 38271 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 45538 members 
Mstep: Class 23 contains 44475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110106976.000000 Penalty: 75914.765625
Iteration 40F: 24 clusters Score -1.10107e+08 nChanged 35592
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 54298 members 
Mstep: Class 3 contains 1039 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 46774 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 46446 members 
Mstep: Class 8 contains 37554 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 56398 members 
Mstep: Class 12 contains 52302 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 42045 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 3493 members 
Mstep: Class 17 contains 1100 members 
Mstep: Class 18 contains 31222 members 
Mstep: Class 19 contains 59901 members 
Mstep: Class 20 contains 42672 members 
Mstep: Class 21 contains 511 members 
Mstep: Class 22 contains 47360 members 
Mstep: Class 23 contains 45509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110120784.000000 Penalty: 75914.765625
Iteration 41F: 24 clusters Score -1.101208e+08 nChanged 26890
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 56258 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 428 members 
Mstep: Class 5 contains 44478 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 45011 members 
Mstep: Class 8 contains 36781 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 542 members 
Mstep: Class 11 contains 53330 members 
Mstep: Class 12 contains 49240 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 44382 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 3585 members 
Mstep: Class 17 contains 1095 members 
Mstep: Class 18 contains 32199 members 
Mstep: Class 19 contains 58488 members 
Mstep: Class 20 contains 46434 members 
Mstep: Class 21 contains 540 members 
Mstep: Class 22 contains 47614 members 
Mstep: Class 23 contains 46221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110125952.000000 Penalty: 75914.765625
Iteration 42Q: 24 clusters Score -1.10126e+08 nChanged 24220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 56561 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 436 members 
Mstep: Class 5 contains 42733 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 44502 members 
Mstep: Class 8 contains 36023 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 50788 members 
Mstep: Class 12 contains 47152 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 45337 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 3661 members 
Mstep: Class 17 contains 1091 members 
Mstep: Class 18 contains 33033 members 
Mstep: Class 19 contains 57231 members 
Mstep: Class 20 contains 50012 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 47649 members 
Mstep: Class 23 contains 47380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110128400.000000 Penalty: 75914.765625
Iteration 43Q: 24 clusters Score -1.101284e+08 nChanged 25133
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 55432 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 40725 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 43894 members 
Mstep: Class 8 contains 34716 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 48965 members 
Mstep: Class 12 contains 45625 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 45374 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 33877 members 
Mstep: Class 19 contains 56139 members 
Mstep: Class 20 contains 54319 members 
Mstep: Class 21 contains 570 members 
Mstep: Class 22 contains 47618 members 
Mstep: Class 23 contains 49867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110130400.000000 Penalty: 75914.765625
Iteration 44Q: 24 clusters Score -1.101304e+08 nChanged 24530
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 54096 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 439 members 
Mstep: Class 5 contains 38591 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 43312 members 
Mstep: Class 8 contains 33421 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 47701 members 
Mstep: Class 12 contains 44538 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 14 contains 44664 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 34726 members 
Mstep: Class 19 contains 55174 members 
Mstep: Class 20 contains 58071 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47434 members 
Mstep: Class 23 contains 53087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110129400.000000 Penalty: 75914.765625
Iteration 45Q: 24 clusters Score -1.101294e+08 nChanged 21281
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 52974 members 
Mstep: Class 3 contains 1180 members 
Mstep: Class 4 contains 437 members 
Mstep: Class 5 contains 36783 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 42748 members 
Mstep: Class 8 contains 32358 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 47113 members 
Mstep: Class 12 contains 43661 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 44053 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 35610 members 
Mstep: Class 19 contains 54339 members 
Mstep: Class 20 contains 60280 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 47233 members 
Mstep: Class 23 contains 56039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110128968.000000 Penalty: 75914.765625
Iteration 46Q: 24 clusters Score -1.10129e+08 nChanged 17034
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 52259 members 
Mstep: Class 3 contains 1194 members 
Mstep: Class 4 contains 431 members 
Mstep: Class 5 contains 35535 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 42299 members 
Mstep: Class 8 contains 31856 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 46930 members 
Mstep: Class 12 contains 43046 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 43818 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 36414 members 
Mstep: Class 19 contains 53560 members 
Mstep: Class 20 contains 60682 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 47023 members 
Mstep: Class 23 contains 58332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110129152.000000 Penalty: 75914.765625
Iteration 47Q: 24 clusters Score -1.101292e+08 nChanged 14207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 51541 members 
Mstep: Class 3 contains 1202 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 34608 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 41768 members 
Mstep: Class 8 contains 31692 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 46961 members 
Mstep: Class 12 contains 42668 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 43792 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 37147 members 
Mstep: Class 19 contains 52857 members 
Mstep: Class 20 contains 60562 members 
Mstep: Class 21 contains 584 members 
Mstep: Class 22 contains 46869 members 
Mstep: Class 23 contains 59793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110130120.000000 Penalty: 75914.765625
Iteration 48Q: 24 clusters Score -1.101301e+08 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 50890 members 
Mstep: Class 3 contains 1210 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 33872 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 41238 members 
Mstep: Class 8 contains 31691 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 47092 members 
Mstep: Class 12 contains 42323 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 43809 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 37788 members 
Mstep: Class 19 contains 52216 members 
Mstep: Class 20 contains 60529 members 
Mstep: Class 21 contains 584 members 
Mstep: Class 22 contains 46748 members 
Mstep: Class 23 contains 60616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110130296.000000 Penalty: 75914.765625
Iteration 49Q: 24 clusters Score -1.101303e+08 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 50418 members 
Mstep: Class 3 contains 1214 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 33308 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 40686 members 
Mstep: Class 8 contains 31841 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 47249 members 
Mstep: Class 12 contains 41995 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 43785 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 38393 members 
Mstep: Class 19 contains 51633 members 
Mstep: Class 20 contains 60489 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 46552 members 
Mstep: Class 23 contains 61105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110130472.000000 Penalty: 75914.765625
Iteration 50Q: 24 clusters Score -1.101305e+08 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 49930 members 
Mstep: Class 3 contains 1218 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 32836 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 40149 members 
Mstep: Class 8 contains 32112 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 47399 members 
Mstep: Class 12 contains 41690 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 43874 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 38905 members 
Mstep: Class 19 contains 51004 members 
Mstep: Class 20 contains 60389 members 
Mstep: Class 21 contains 584 members 
Mstep: Class 22 contains 46558 members 
Mstep: Class 23 contains 61313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110131832.000000 Penalty: 75914.765625
Iteration 51Q: 24 clusters Score -1.101318e+08 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 49397 members 
Mstep: Class 3 contains 1223 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 32406 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 39563 members 
Mstep: Class 8 contains 32472 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 47532 members 
Mstep: Class 12 contains 41393 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 43866 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 39461 members 
Mstep: Class 19 contains 50412 members 
Mstep: Class 20 contains 60267 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 46652 members 
Mstep: Class 23 contains 61311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110132768.000000 Penalty: 75914.765625
Iteration 52Q: 24 clusters Score -1.101328e+08 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 48795 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 32032 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 39035 members 
Mstep: Class 8 contains 32792 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 47634 members 
Mstep: Class 12 contains 41002 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 43822 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 40012 members 
Mstep: Class 19 contains 49791 members 
Mstep: Class 20 contains 60190 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46872 members 
Mstep: Class 23 contains 61251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110134184.000000 Penalty: 75914.765625
Iteration 53Q: 24 clusters Score -1.101342e+08 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 48160 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 31603 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 38540 members 
Mstep: Class 8 contains 33096 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 47696 members 
Mstep: Class 12 contains 40705 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 43781 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 3627 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 40610 members 
Mstep: Class 19 contains 49183 members 
Mstep: Class 20 contains 60140 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 47111 members 
Mstep: Class 23 contains 61145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110134512.000000 Penalty: 75914.765625
Iteration 54Q: 24 clusters Score -1.101345e+08 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 47633 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 31256 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 37999 members 
Mstep: Class 8 contains 33323 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 47842 members 
Mstep: Class 12 contains 40368 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 43604 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 41284 members 
Mstep: Class 19 contains 48604 members 
Mstep: Class 20 contains 60075 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 47354 members 
Mstep: Class 23 contains 61041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110134824.000000 Penalty: 75914.765625
Iteration 55Q: 24 clusters Score -1.101348e+08 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 47316 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 30977 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 37443 members 
Mstep: Class 8 contains 33503 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 47967 members 
Mstep: Class 12 contains 40027 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 43473 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 3565 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 41907 members 
Mstep: Class 19 contains 48056 members 
Mstep: Class 20 contains 59998 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 47657 members 
Mstep: Class 23 contains 60887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110134672.000000 Penalty: 75914.765625
Iteration 56Q: 24 clusters Score -1.101347e+08 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 47364 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 30693 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 36833 members 
Mstep: Class 8 contains 33678 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 48055 members 
Mstep: Class 12 contains 39777 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 43349 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 3540 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 42614 members 
Mstep: Class 19 contains 47518 members 
Mstep: Class 20 contains 60024 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 60678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110135328.000000 Penalty: 75914.765625
Iteration 57Q: 24 clusters Score -1.101353e+08 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 47621 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 392 members 
Mstep: Class 5 contains 30501 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 33816 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 48103 members 
Mstep: Class 12 contains 39605 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 43233 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 43394 members 
Mstep: Class 19 contains 47010 members 
Mstep: Class 20 contains 60069 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 47965 members 
Mstep: Class 23 contains 60539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110135016.000000 Penalty: 75914.765625
Iteration 58Q: 24 clusters Score -1.10135e+08 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 47945 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 30255 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 35739 members 
Mstep: Class 8 contains 34008 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 48189 members 
Mstep: Class 12 contains 39503 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 43189 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 44149 members 
Mstep: Class 19 contains 46540 members 
Mstep: Class 20 contains 60107 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 48051 members 
Mstep: Class 23 contains 60442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110135112.000000 Penalty: 75914.765625
Iteration 59Q: 24 clusters Score -1.101351e+08 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 48341 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 390 members 
Mstep: Class 5 contains 30013 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 35200 members 
Mstep: Class 8 contains 34231 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 48317 members 
Mstep: Class 12 contains 39439 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 43212 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 3452 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 44861 members 
Mstep: Class 19 contains 46200 members 
Mstep: Class 20 contains 60185 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 48052 members 
Mstep: Class 23 contains 60310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137048.000000 Penalty: 75914.765625
Iteration 60F: 24 clusters Score -1.10137e+08 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 48602 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 388 members 
Mstep: Class 5 contains 29574 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 34645 members 
Mstep: Class 8 contains 34250 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 529 members 
Mstep: Class 11 contains 48342 members 
Mstep: Class 12 contains 39107 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 14 contains 43049 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 3420 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 45642 members 
Mstep: Class 19 contains 45816 members 
Mstep: Class 20 contains 61492 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 47996 members 
Mstep: Class 23 contains 60123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136792.000000 Penalty: 75914.765625
Iteration 61Q: 24 clusters Score -1.101368e+08 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 48986 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 29276 members 
Mstep: Class 6 contains 337 members 
Mstep: Class 7 contains 34137 members 
Mstep: Class 8 contains 34743 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 48444 members 
Mstep: Class 12 contains 38976 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 14 contains 43291 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 3394 members 
Mstep: Class 17 contains 1083 members 
Mstep: Class 18 contains 46398 members 
Mstep: Class 19 contains 45508 members 
Mstep: Class 20 contains 62024 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 47887 members 
Mstep: Class 23 contains 59500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137768.000000 Penalty: 75914.765625
Iteration 62Q: 24 clusters Score -1.101378e+08 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 49455 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 29009 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 33559 members 
Mstep: Class 8 contains 35463 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 48562 members 
Mstep: Class 12 contains 38917 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 43685 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 3367 members 
Mstep: Class 17 contains 1083 members 
Mstep: Class 18 contains 47231 members 
Mstep: Class 19 contains 45293 members 
Mstep: Class 20 contains 62394 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 47680 members 
Mstep: Class 23 contains 58714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138952.000000 Penalty: 75914.765625
Iteration 63Q: 24 clusters Score -1.10139e+08 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 49918 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 28803 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 32969 members 
Mstep: Class 8 contains 36346 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 48548 members 
Mstep: Class 12 contains 38904 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 44236 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 48190 members 
Mstep: Class 19 contains 45058 members 
Mstep: Class 20 contains 62605 members 
Mstep: Class 21 contains 596 members 
Mstep: Class 22 contains 47422 members 
Mstep: Class 23 contains 57944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140256.000000 Penalty: 75914.765625
Iteration 64Q: 24 clusters Score -1.101403e+08 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 50298 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 28721 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 32354 members 
Mstep: Class 8 contains 37452 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 48460 members 
Mstep: Class 12 contains 38868 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 44816 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 49115 members 
Mstep: Class 19 contains 44913 members 
Mstep: Class 20 contains 62813 members 
Mstep: Class 21 contains 598 members 
Mstep: Class 22 contains 47062 members 
Mstep: Class 23 contains 57086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141608.000000 Penalty: 75914.765625
Iteration 65Q: 24 clusters Score -1.101416e+08 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 50636 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 28608 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 31689 members 
Mstep: Class 8 contains 38752 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 48430 members 
Mstep: Class 12 contains 38899 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 45479 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 50127 members 
Mstep: Class 19 contains 44870 members 
Mstep: Class 20 contains 62919 members 
Mstep: Class 21 contains 600 members 
Mstep: Class 22 contains 46515 members 
Mstep: Class 23 contains 56139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142608.000000 Penalty: 75914.765625
Iteration 66Q: 24 clusters Score -1.101426e+08 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 50917 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 28473 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 31018 members 
Mstep: Class 8 contains 40076 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 48353 members 
Mstep: Class 12 contains 38940 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 46209 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 51170 members 
Mstep: Class 19 contains 44838 members 
Mstep: Class 20 contains 62958 members 
Mstep: Class 21 contains 597 members 
Mstep: Class 22 contains 45950 members 
Mstep: Class 23 contains 55237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143600.000000 Penalty: 75914.765625
Iteration 67Q: 24 clusters Score -1.101436e+08 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 51084 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 363 members 
Mstep: Class 5 contains 28258 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 30250 members 
Mstep: Class 8 contains 41593 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 48222 members 
Mstep: Class 12 contains 38873 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 46970 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 52115 members 
Mstep: Class 19 contains 44883 members 
Mstep: Class 20 contains 62863 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 45476 members 
Mstep: Class 23 contains 54465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144384.000000 Penalty: 75914.765625
Iteration 68Q: 24 clusters Score -1.101444e+08 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 51126 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 28018 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 29463 members 
Mstep: Class 8 contains 43248 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 48005 members 
Mstep: Class 12 contains 38724 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 47708 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 52877 members 
Mstep: Class 19 contains 45027 members 
Mstep: Class 20 contains 62676 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 45041 members 
Mstep: Class 23 contains 53753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144792.000000 Penalty: 75914.765625
Iteration 69Q: 24 clusters Score -1.101448e+08 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 51155 members 
Mstep: Class 3 contains 1294 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 27756 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 28676 members 
Mstep: Class 8 contains 45022 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 47842 members 
Mstep: Class 12 contains 38587 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 48166 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 1089 members 
Mstep: Class 18 contains 53567 members 
Mstep: Class 19 contains 45207 members 
Mstep: Class 20 contains 62305 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 44675 members 
Mstep: Class 23 contains 53152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145064.000000 Penalty: 75914.765625
Iteration 70Q: 24 clusters Score -1.101451e+08 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 51100 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 27536 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 27882 members 
Mstep: Class 8 contains 46762 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 47632 members 
Mstep: Class 12 contains 38516 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 48391 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 1089 members 
Mstep: Class 18 contains 54161 members 
Mstep: Class 19 contains 45301 members 
Mstep: Class 20 contains 62109 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 44205 members 
Mstep: Class 23 contains 52767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145152.000000 Penalty: 75914.765625
Iteration 71Q: 24 clusters Score -1.101452e+08 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 50712 members 
Mstep: Class 3 contains 1307 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 5 contains 27300 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 48558 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 47491 members 
Mstep: Class 12 contains 38479 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 48089 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 54587 members 
Mstep: Class 19 contains 45418 members 
Mstep: Class 20 contains 62431 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 43714 members 
Mstep: Class 23 contains 52380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145336.000000 Penalty: 75914.765625
Iteration 72Q: 24 clusters Score -1.101453e+08 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 50329 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 27128 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 26605 members 
Mstep: Class 8 contains 50228 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47428 members 
Mstep: Class 12 contains 38495 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 47556 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 54917 members 
Mstep: Class 19 contains 45469 members 
Mstep: Class 20 contains 62903 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 43275 members 
Mstep: Class 23 contains 51928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145272.000000 Penalty: 75914.765625
Iteration 73Q: 24 clusters Score -1.101453e+08 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 49962 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 27079 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 26182 members 
Mstep: Class 8 contains 51584 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47439 members 
Mstep: Class 12 contains 38542 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 47094 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 55205 members 
Mstep: Class 19 contains 45475 members 
Mstep: Class 20 contains 63454 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 42862 members 
Mstep: Class 23 contains 51378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145216.000000 Penalty: 75914.765625
Iteration 74Q: 24 clusters Score -1.101452e+08 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 49847 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 27074 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 25802 members 
Mstep: Class 8 contains 52501 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47474 members 
Mstep: Class 12 contains 38662 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 46840 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 55405 members 
Mstep: Class 19 contains 45464 members 
Mstep: Class 20 contains 63864 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 42504 members 
Mstep: Class 23 contains 50787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144896.000000 Penalty: 75914.765625
Iteration 75Q: 24 clusters Score -1.101449e+08 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 49855 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 314 members 
Mstep: Class 5 contains 27123 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 25459 members 
Mstep: Class 8 contains 52982 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47519 members 
Mstep: Class 12 contains 38808 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 46781 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 55527 members 
Mstep: Class 19 contains 45397 members 
Mstep: Class 20 contains 64125 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 42171 members 
Mstep: Class 23 contains 50358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144840.000000 Penalty: 75914.765625
Iteration 76Q: 24 clusters Score -1.101448e+08 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 49893 members 
Mstep: Class 3 contains 1335 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 27253 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 25140 members 
Mstep: Class 8 contains 53171 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47545 members 
Mstep: Class 12 contains 39033 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 46829 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 55530 members 
Mstep: Class 19 contains 45326 members 
Mstep: Class 20 contains 64285 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 41954 members 
Mstep: Class 23 contains 50033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144440.000000 Penalty: 75914.765625
Iteration 77Q: 24 clusters Score -1.101444e+08 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 49926 members 
Mstep: Class 3 contains 1338 members 
Mstep: Class 4 contains 308 members 
Mstep: Class 5 contains 27383 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 24899 members 
Mstep: Class 8 contains 53286 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47568 members 
Mstep: Class 12 contains 39247 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 46907 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 55503 members 
Mstep: Class 19 contains 45129 members 
Mstep: Class 20 contains 64396 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 41914 members 
Mstep: Class 23 contains 49800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144472.000000 Penalty: 75914.765625
Iteration 78Q: 24 clusters Score -1.101445e+08 nChanged 6503
Entering ConstructFrom: 
Score: -110144472.000000 Penalty: 75914.765625
Entering ConstructFrom: 
Trying to split cluster 1 (47534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Entering Unmasked Estep 
Score: -8864147.000000 Penalty: 2670.761719
	Iteration 0F: 2 clusters Score -8864147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -8833197.000000 Penalty: 5341.523438
	Iteration 0F: 3 clusters Score -8833197 nChanged 21903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -8845258.000000 Penalty: 5341.523438
	Iteration 1F: 3 clusters Score -8845258 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -8846032.000000 Penalty: 5341.523438
	Iteration 2Q: 3 clusters Score -8846032 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -8847115.000000 Penalty: 5341.523438
	Iteration 3F: 3 clusters Score -8847115 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -8848662.000000 Penalty: 5341.523438
	Iteration 4F: 3 clusters Score -8848662 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -8850864.000000 Penalty: 5341.523438
	Iteration 5F: 3 clusters Score -8850864 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -8853406.000000 Penalty: 5341.523438
	Iteration 6F: 3 clusters Score -8853406 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -8856195.000000 Penalty: 5341.523438
	Iteration 7F: 3 clusters Score -8856195 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -8858405.000000 Penalty: 5341.523438
	Iteration 8F: 3 clusters Score -8858405 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -8859902.000000 Penalty: 5341.523438
	Iteration 9Q: 3 clusters Score -8859902 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -8860808.000000 Penalty: 5341.523438
	Iteration 10Q: 3 clusters Score -8860808 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -8861310.000000 Penalty: 5341.523438
	Iteration 11Q: 3 clusters Score -8861310 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -8861629.000000 Penalty: 5341.523438
	Iteration 12Q: 3 clusters Score -8861629 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -8861946.000000 Penalty: 5341.523438
	Iteration 13Q: 3 clusters Score -8861946 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -8862119.000000 Penalty: 5341.523438
	Iteration 14Q: 3 clusters Score -8862119 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8862289.000000 Penalty: 5341.523438
	Iteration 15Q: 3 clusters Score -8862289 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -8862412.000000 Penalty: 5341.523438
	Iteration 16Q: 3 clusters Score -8862412 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -8862482.000000 Penalty: 5341.523438
	Iteration 17Q: 3 clusters Score -8862482 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -8862526.000000 Penalty: 5341.523438
	Iteration 18Q: 3 clusters Score -8862526 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -8862559.000000 Penalty: 5341.523438
	Iteration 19Q: 3 clusters Score -8862559 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -8862568.000000 Penalty: 5341.523438
	Iteration 20F: 3 clusters Score -8862568 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -8862584.000000 Penalty: 5341.523438
	Iteration 21Q: 3 clusters Score -8862584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -8862582.000000 Penalty: 5341.523438
	Iteration 22Q: 3 clusters Score -8862582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -8862585.000000 Penalty: 5341.523438
	Iteration 23Q: 3 clusters Score -8862585 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -8862595.000000 Penalty: 5341.523438
	Iteration 24Q: 3 clusters Score -8862595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -8862614.000000 Penalty: 5341.523438
	Iteration 25Q: 3 clusters Score -8862614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -8862622.000000 Penalty: 5341.523438
	Iteration 26Q: 3 clusters Score -8862622 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8862635.000000 Penalty: 5341.523438
	Iteration 27Q: 3 clusters Score -8862635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8862640.000000 Penalty: 5341.523438
	Iteration 28Q: 3 clusters Score -8862640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -8862645.000000 Penalty: 5341.523438
	Iteration 29Q: 3 clusters Score -8862645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8862663.000000 Penalty: 5341.523438
	Iteration 30Q: 3 clusters Score -8862663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8862659.000000 Penalty: 5341.523438
	Iteration 31Q: 3 clusters Score -8862659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -8862666.000000 Penalty: 5341.523438
	Iteration 32Q: 3 clusters Score -8862666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -8862666.000000 Penalty: 5341.523438
	Iteration 33Q: 3 clusters Score -8862666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -8862660.000000 Penalty: 5341.523438
	Iteration 34Q: 3 clusters Score -8862660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -8862652.000000 Penalty: 5341.523438
	Iteration 35Q: 3 clusters Score -8862652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -8862648.000000 Penalty: 5341.523438
	Iteration 36Q: 3 clusters Score -8862648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -8862657.000000 Penalty: 5341.523438
	Iteration 37Q: 3 clusters Score -8862657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -8862649.000000 Penalty: 5341.523438
	Iteration 38Q: 3 clusters Score -8862649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -8862650.000000 Penalty: 5341.523438
	Iteration 39Q: 3 clusters Score -8862650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8862649.000000 Penalty: 5341.523438
	Iteration 40F: 3 clusters Score -8862649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -8862648.000000 Penalty: 5341.523438
	Iteration 41Q: 3 clusters Score -8862648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -8862652.000000 Penalty: 5341.523438
	Iteration 42Q: 3 clusters Score -8862652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -8862648.000000 Penalty: 5341.523438
	Iteration 43Q: 3 clusters Score -8862648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8862646.000000 Penalty: 5341.523438
	Iteration 44Q: 3 clusters Score -8862646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -8862646.000000 Penalty: 5341.523438
	Iteration 45Q: 3 clusters Score -8862646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -8862646.000000 Penalty: 5341.523438
	Iteration 46Q: 3 clusters Score -8862646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -8862649.000000 Penalty: 5341.523438
	Iteration 47Q: 3 clusters Score -8862649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -8862653.000000 Penalty: 5341.523438
	Iteration 48Q: 3 clusters Score -8862653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8862662.000000 Penalty: 5341.523438
	Iteration 49Q: 3 clusters Score -8862662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -8862645.000000 Penalty: 5341.523438
	Iteration 50Q: 3 clusters Score -8862645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -8862640.000000 Penalty: 5341.523438
	Iteration 51Q: 3 clusters Score -8862640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -8862635.000000 Penalty: 5341.523438
	Iteration 52Q: 3 clusters Score -8862635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8862649.000000 Penalty: 5341.523438
	Iteration 53Q: 3 clusters Score -8862649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8862649.000000 Penalty: 5341.523438
	Iteration 54F: 3 clusters Score -8862649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Entering Unmasked Estep 
Score: -9376447.000000 Penalty: 2683.344727
	Iteration 0F: 2 clusters Score -9376447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -9345233.000000 Penalty: 5366.689453
	Iteration 0F: 3 clusters Score -9345233 nChanged 23036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -9357708.000000 Penalty: 5366.689453
	Iteration 1F: 3 clusters Score -9357708 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -9358242.000000 Penalty: 5366.689453
	Iteration 2Q: 3 clusters Score -9358242 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -9358714.000000 Penalty: 5366.689453
	Iteration 3Q: 3 clusters Score -9358714 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -9359198.000000 Penalty: 5366.689453
	Iteration 4Q: 3 clusters Score -9359198 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -9359867.000000 Penalty: 5366.689453
	Iteration 5Q: 3 clusters Score -9359867 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -9360766.000000 Penalty: 5366.689453
	Iteration 6Q: 3 clusters Score -9360766 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -9362235.000000 Penalty: 5366.689453
	Iteration 7F: 3 clusters Score -9362235 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -9364503.000000 Penalty: 5366.689453
	Iteration 8F: 3 clusters Score -9364503 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -9367455.000000 Penalty: 5366.689453
	Iteration 9F: 3 clusters Score -9367455 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -9370370.000000 Penalty: 5366.689453
	Iteration 10F: 3 clusters Score -9370370 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -9372720.000000 Penalty: 5366.689453
	Iteration 11F: 3 clusters Score -9372720 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9373417.000000 Penalty: 5366.689453
	Iteration 12Q: 3 clusters Score -9373417 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9373783.000000 Penalty: 5366.689453
	Iteration 13Q: 3 clusters Score -9373783 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9374009.000000 Penalty: 5366.689453
	Iteration 14Q: 3 clusters Score -9374009 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9374120.000000 Penalty: 5366.689453
	Iteration 15Q: 3 clusters Score -9374120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9374162.000000 Penalty: 5366.689453
	Iteration 16Q: 3 clusters Score -9374162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9374194.000000 Penalty: 5366.689453
	Iteration 17Q: 3 clusters Score -9374194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9374224.000000 Penalty: 5366.689453
	Iteration 18Q: 3 clusters Score -9374224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9374243.000000 Penalty: 5366.689453
	Iteration 19Q: 3 clusters Score -9374243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9374255.000000 Penalty: 5366.689453
	Iteration 20F: 3 clusters Score -9374255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9374267.000000 Penalty: 5366.689453
	Iteration 21Q: 3 clusters Score -9374267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9374262.000000 Penalty: 5366.689453
	Iteration 22Q: 3 clusters Score -9374262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9374266.000000 Penalty: 5366.689453
	Iteration 23Q: 3 clusters Score -9374266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9374273.000000 Penalty: 5366.689453
	Iteration 24Q: 3 clusters Score -9374273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9374267.000000 Penalty: 5366.689453
	Iteration 25Q: 3 clusters Score -9374267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9374275.000000 Penalty: 5366.689453
	Iteration 26Q: 3 clusters Score -9374275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9374272.000000 Penalty: 5366.689453
	Iteration 27Q: 3 clusters Score -9374272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9374274.000000 Penalty: 5366.689453
	Iteration 28Q: 3 clusters Score -9374274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9374274.000000 Penalty: 5366.689453
	Iteration 29F: 3 clusters Score -9374274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -216691.140625 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -216691.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -214518.453125 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -214518.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -214976.453125 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -214976.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -215194.703125 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -215194.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -215390.796875 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -215390.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -215610.453125 Penalty: 3571.040527
	Iteration 4F: 3 clusters Score -215610.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215773.734375 Penalty: 3571.040527
	Iteration 5F: 3 clusters Score -215773.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -215899.281250 Penalty: 3571.040527
	Iteration 6F: 3 clusters Score -215899.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -216007.187500 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -216007.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -216073.703125 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -216073.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -216119.328125 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -216119.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -216139.171875 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -216139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -216144.375000 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -216144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -216147.437500 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -216147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -216152.562500 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -216152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -216157.625000 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -216157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -216167.218750 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -216167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -216173.953125 Penalty: 3571.040527
	Iteration 16Q: 3 clusters Score -216174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -216190.937500 Penalty: 3571.040527
	Iteration 17Q: 3 clusters Score -216190.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -216202.453125 Penalty: 3571.040527
	Iteration 18Q: 3 clusters Score -216202.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -216215.484375 Penalty: 3571.040527
	Iteration 19Q: 3 clusters Score -216215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -216222.187500 Penalty: 3571.040527
	Iteration 20F: 3 clusters Score -216222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -216224.625000 Penalty: 3571.040527
	Iteration 21Q: 3 clusters Score -216224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -216227.031250 Penalty: 3571.040527
	Iteration 22Q: 3 clusters Score -216227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -216228.828125 Penalty: 3571.040527
	Iteration 23Q: 3 clusters Score -216228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -216228.828125 Penalty: 3571.040527
	Iteration 24F: 3 clusters Score -216228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -51181.855469 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -51181.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49922.347656 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -49922.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50025.898438 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -50025.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50057.539062 Penalty: 2840.516357
	Iteration 2Q: 3 clusters Score -50057.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50063.371094 Penalty: 2840.516357
	Iteration 3Q: 3 clusters Score -50063.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50063.371094 Penalty: 2840.516357
	Iteration 4F: 3 clusters Score -50063.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Entering Unmasked Estep 
Score: -5131597.500000 Penalty: 2536.022461
	Iteration 0F: 2 clusters Score -5131598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -5112577.500000 Penalty: 5072.044922
	Iteration 0F: 3 clusters Score -5112578 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -5119326.000000 Penalty: 5072.044922
	Iteration 1F: 3 clusters Score -5119326 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -5119698.000000 Penalty: 5072.044922
	Iteration 2Q: 3 clusters Score -5119698 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -5120040.000000 Penalty: 5072.044922
	Iteration 3Q: 3 clusters Score -5120040 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -5120326.000000 Penalty: 5072.044922
	Iteration 4Q: 3 clusters Score -5120326 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -5120636.500000 Penalty: 5072.044922
	Iteration 5Q: 3 clusters Score -5120636 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -5121082.000000 Penalty: 5072.044922
	Iteration 6Q: 3 clusters Score -5121082 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -5121744.500000 Penalty: 5072.044922
	Iteration 7Q: 3 clusters Score -5121744 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -5122698.000000 Penalty: 5072.044922
	Iteration 8F: 3 clusters Score -5122698 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -5123924.500000 Penalty: 5072.044922
	Iteration 9F: 3 clusters Score -5123924 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -5125409.000000 Penalty: 5072.044922
	Iteration 10F: 3 clusters Score -5125409 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -5126733.500000 Penalty: 5072.044922
	Iteration 11F: 3 clusters Score -5126734 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -5127717.000000 Penalty: 5072.044922
	Iteration 12Q: 3 clusters Score -5127717 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -5128413.500000 Penalty: 5072.044922
	Iteration 13Q: 3 clusters Score -5128414 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -5128835.000000 Penalty: 5072.044922
	Iteration 14Q: 3 clusters Score -5128835 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -5129109.500000 Penalty: 5072.044922
	Iteration 15Q: 3 clusters Score -5129110 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -5129239.000000 Penalty: 5072.044922
	Iteration 16Q: 3 clusters Score -5129239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -5129350.500000 Penalty: 5072.044922
	Iteration 17Q: 3 clusters Score -5129350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -5129397.000000 Penalty: 5072.044922
	Iteration 18Q: 3 clusters Score -5129397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -5129438.000000 Penalty: 5072.044922
	Iteration 19Q: 3 clusters Score -5129438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -5129481.000000 Penalty: 5072.044922
	Iteration 20F: 3 clusters Score -5129481 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -5129521.500000 Penalty: 5072.044922
	Iteration 21Q: 3 clusters Score -5129522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -5129534.500000 Penalty: 5072.044922
	Iteration 22Q: 3 clusters Score -5129534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -5129553.000000 Penalty: 5072.044922
	Iteration 23Q: 3 clusters Score -5129553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -5129550.000000 Penalty: 5072.044922
	Iteration 24Q: 3 clusters Score -5129550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -5129562.000000 Penalty: 5072.044922
	Iteration 25Q: 3 clusters Score -5129562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -5129572.500000 Penalty: 5072.044922
	Iteration 26Q: 3 clusters Score -5129572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -5129571.000000 Penalty: 5072.044922
	Iteration 27Q: 3 clusters Score -5129571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5129577.000000 Penalty: 5072.044922
	Iteration 28Q: 3 clusters Score -5129577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -5129592.500000 Penalty: 5072.044922
	Iteration 29Q: 3 clusters Score -5129592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -5129591.000000 Penalty: 5072.044922
	Iteration 30Q: 3 clusters Score -5129591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -5129595.000000 Penalty: 5072.044922
	Iteration 31Q: 3 clusters Score -5129595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -5129594.000000 Penalty: 5072.044922
	Iteration 32Q: 3 clusters Score -5129594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -5129594.000000 Penalty: 5072.044922
	Iteration 33F: 3 clusters Score -5129594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26797.769531 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -26797.77 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 167 members 
Entering Unmasked Estep 
Score: -25629.375000 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -25629.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25919.123047 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -25919.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26068.398438 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -26068.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26211.361328 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -26211.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26281.195312 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -26281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26331.560547 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -26331.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26346.011719 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -26346.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26373.728516 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -26373.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26377.634766 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -26377.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26400.966797 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -26400.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26408.257812 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -26408.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26416.447266 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -26416.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26421.701172 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -26421.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26431.990234 Penalty: 2885.287109
	Iteration 13Q: 3 clusters Score -26431.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26459.732422 Penalty: 2885.287109
	Iteration 14Q: 3 clusters Score -26459.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26489.310547 Penalty: 2885.287109
	Iteration 15Q: 3 clusters Score -26489.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26497.285156 Penalty: 2885.287109
	Iteration 16Q: 3 clusters Score -26497.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26497.285156 Penalty: 2885.287109
	Iteration 17F: 3 clusters Score -26497.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Entering Unmasked Estep 
Score: -4588011.500000 Penalty: 2508.169434
	Iteration 0F: 2 clusters Score -4588012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -4570936.500000 Penalty: 5016.338867
	Iteration 0F: 3 clusters Score -4570936 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -4576685.000000 Penalty: 5016.338867
	Iteration 1F: 3 clusters Score -4576685 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -4577059.000000 Penalty: 5016.338867
	Iteration 2Q: 3 clusters Score -4577059 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -4577343.500000 Penalty: 5016.338867
	Iteration 3Q: 3 clusters Score -4577344 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4577637.000000 Penalty: 5016.338867
	Iteration 4Q: 3 clusters Score -4577637 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -4577973.000000 Penalty: 5016.338867
	Iteration 5Q: 3 clusters Score -4577973 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4578401.000000 Penalty: 5016.338867
	Iteration 6Q: 3 clusters Score -4578401 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -4578967.000000 Penalty: 5016.338867
	Iteration 7Q: 3 clusters Score -4578967 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -4579681.000000 Penalty: 5016.338867
	Iteration 8Q: 3 clusters Score -4579681 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -4580428.000000 Penalty: 5016.338867
	Iteration 9Q: 3 clusters Score -4580428 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4581257.000000 Penalty: 5016.338867
	Iteration 10Q: 3 clusters Score -4581257 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4582101.500000 Penalty: 5016.338867
	Iteration 11Q: 3 clusters Score -4582102 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4582938.000000 Penalty: 5016.338867
	Iteration 12Q: 3 clusters Score -4582938 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4583683.500000 Penalty: 5016.338867
	Iteration 13Q: 3 clusters Score -4583684 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -4584300.000000 Penalty: 5016.338867
	Iteration 14Q: 3 clusters Score -4584300 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4584732.500000 Penalty: 5016.338867
	Iteration 15Q: 3 clusters Score -4584732 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4585091.500000 Penalty: 5016.338867
	Iteration 16Q: 3 clusters Score -4585092 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4585304.500000 Penalty: 5016.338867
	Iteration 17Q: 3 clusters Score -4585304 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -4585433.000000 Penalty: 5016.338867
	Iteration 18Q: 3 clusters Score -4585433 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -4585520.500000 Penalty: 5016.338867
	Iteration 19Q: 3 clusters Score -4585520 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -4585577.500000 Penalty: 5016.338867
	Iteration 20F: 3 clusters Score -4585578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4585634.500000 Penalty: 5016.338867
	Iteration 21Q: 3 clusters Score -4585634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4585687.500000 Penalty: 5016.338867
	Iteration 22Q: 3 clusters Score -4585688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -4585731.000000 Penalty: 5016.338867
	Iteration 23Q: 3 clusters Score -4585731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -4585756.500000 Penalty: 5016.338867
	Iteration 24Q: 3 clusters Score -4585756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -4585786.000000 Penalty: 5016.338867
	Iteration 25Q: 3 clusters Score -4585786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -4585796.000000 Penalty: 5016.338867
	Iteration 26Q: 3 clusters Score -4585796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4585803.000000 Penalty: 5016.338867
	Iteration 27Q: 3 clusters Score -4585803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4585809.500000 Penalty: 5016.338867
	Iteration 28Q: 3 clusters Score -4585810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4585819.000000 Penalty: 5016.338867
	Iteration 29Q: 3 clusters Score -4585819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4585823.000000 Penalty: 5016.338867
	Iteration 30Q: 3 clusters Score -4585823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -4585832.500000 Penalty: 5016.338867
	Iteration 31Q: 3 clusters Score -4585832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4585832.500000 Penalty: 5016.338867
	Iteration 32Q: 3 clusters Score -4585832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -4585840.500000 Penalty: 5016.338867
	Iteration 33Q: 3 clusters Score -4585840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -4585837.500000 Penalty: 5016.338867
	Iteration 34Q: 3 clusters Score -4585838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4585837.500000 Penalty: 5016.338867
	Iteration 35Q: 3 clusters Score -4585838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4585839.000000 Penalty: 5016.338867
	Iteration 36Q: 3 clusters Score -4585839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -4585839.500000 Penalty: 5016.338867
	Iteration 37Q: 3 clusters Score -4585840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -4585839.500000 Penalty: 5016.338867
	Iteration 38F: 3 clusters Score -4585840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Entering Unmasked Estep 
Score: -9990266.000000 Penalty: 2699.127686
	Iteration 0F: 2 clusters Score -9990266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -9958571.000000 Penalty: 5398.255371
	Iteration 0F: 3 clusters Score -9958571 nChanged 24791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -9972082.000000 Penalty: 5398.255371
	Iteration 1F: 3 clusters Score -9972082 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -9972616.000000 Penalty: 5398.255371
	Iteration 2Q: 3 clusters Score -9972616 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -9973113.000000 Penalty: 5398.255371
	Iteration 3Q: 3 clusters Score -9973113 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -9973604.000000 Penalty: 5398.255371
	Iteration 4Q: 3 clusters Score -9973604 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -9974137.000000 Penalty: 5398.255371
	Iteration 5Q: 3 clusters Score -9974137 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -9974678.000000 Penalty: 5398.255371
	Iteration 6Q: 3 clusters Score -9974678 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -9975280.000000 Penalty: 5398.255371
	Iteration 7Q: 3 clusters Score -9975280 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -9976022.000000 Penalty: 5398.255371
	Iteration 8Q: 3 clusters Score -9976022 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -9976890.000000 Penalty: 5398.255371
	Iteration 9Q: 3 clusters Score -9976890 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -9977973.000000 Penalty: 5398.255371
	Iteration 10Q: 3 clusters Score -9977973 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -9979371.000000 Penalty: 5398.255371
	Iteration 11Q: 3 clusters Score -9979371 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -9981000.000000 Penalty: 5398.255371
	Iteration 12Q: 3 clusters Score -9981000 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -9982924.000000 Penalty: 5398.255371
	Iteration 13F: 3 clusters Score -9982924 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -9984785.000000 Penalty: 5398.255371
	Iteration 14Q: 3 clusters Score -9984785 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -9986411.000000 Penalty: 5398.255371
	Iteration 15Q: 3 clusters Score -9986411 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -9987318.000000 Penalty: 5398.255371
	Iteration 16Q: 3 clusters Score -9987318 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -9987763.000000 Penalty: 5398.255371
	Iteration 17Q: 3 clusters Score -9987763 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -9988057.000000 Penalty: 5398.255371
	Iteration 18Q: 3 clusters Score -9988057 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9988194.000000 Penalty: 5398.255371
	Iteration 19Q: 3 clusters Score -9988194 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -9988339.000000 Penalty: 5398.255371
	Iteration 20F: 3 clusters Score -9988339 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9988410.000000 Penalty: 5398.255371
	Iteration 21Q: 3 clusters Score -9988410 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9988517.000000 Penalty: 5398.255371
	Iteration 22Q: 3 clusters Score -9988517 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9988552.000000 Penalty: 5398.255371
	Iteration 23Q: 3 clusters Score -9988552 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9988507.000000 Penalty: 5398.255371
	Iteration 24Q: 3 clusters Score -9988507 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9988510.000000 Penalty: 5398.255371
	Iteration 25Q: 3 clusters Score -9988510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9988513.000000 Penalty: 5398.255371
	Iteration 26Q: 3 clusters Score -9988513 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9988543.000000 Penalty: 5398.255371
	Iteration 27Q: 3 clusters Score -9988543 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9988559.000000 Penalty: 5398.255371
	Iteration 28Q: 3 clusters Score -9988559 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9988561.000000 Penalty: 5398.255371
	Iteration 29Q: 3 clusters Score -9988561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9988565.000000 Penalty: 5398.255371
	Iteration 30Q: 3 clusters Score -9988565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9988564.000000 Penalty: 5398.255371
	Iteration 31Q: 3 clusters Score -9988564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9988579.000000 Penalty: 5398.255371
	Iteration 32Q: 3 clusters Score -9988579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9988576.000000 Penalty: 5398.255371
	Iteration 33Q: 3 clusters Score -9988576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9988558.000000 Penalty: 5398.255371
	Iteration 34Q: 3 clusters Score -9988558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9988552.000000 Penalty: 5398.255371
	Iteration 35Q: 3 clusters Score -9988552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9988560.000000 Penalty: 5398.255371
	Iteration 36Q: 3 clusters Score -9988560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9988577.000000 Penalty: 5398.255371
	Iteration 37Q: 3 clusters Score -9988577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9988569.000000 Penalty: 5398.255371
	Iteration 38Q: 3 clusters Score -9988569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9988572.000000 Penalty: 5398.255371
	Iteration 39Q: 3 clusters Score -9988572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9988564.000000 Penalty: 5398.255371
	Iteration 40F: 3 clusters Score -9988564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9988554.000000 Penalty: 5398.255371
	Iteration 41Q: 3 clusters Score -9988554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9988565.000000 Penalty: 5398.255371
	Iteration 42Q: 3 clusters Score -9988565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9988548.000000 Penalty: 5398.255371
	Iteration 43Q: 3 clusters Score -9988548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9988566.000000 Penalty: 5398.255371
	Iteration 44Q: 3 clusters Score -9988566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9988566.000000 Penalty: 5398.255371
	Iteration 45Q: 3 clusters Score -9988566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9988562.000000 Penalty: 5398.255371
	Iteration 46Q: 3 clusters Score -9988562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9988565.000000 Penalty: 5398.255371
	Iteration 47Q: 3 clusters Score -9988565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9988567.000000 Penalty: 5398.255371
	Iteration 48Q: 3 clusters Score -9988567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9988575.000000 Penalty: 5398.255371
	Iteration 49Q: 3 clusters Score -9988575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9988582.000000 Penalty: 5398.255371
	Iteration 50Q: 3 clusters Score -9988582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9988573.000000 Penalty: 5398.255371
	Iteration 51Q: 3 clusters Score -9988573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9988584.000000 Penalty: 5398.255371
	Iteration 52Q: 3 clusters Score -9988584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9988598.000000 Penalty: 5398.255371
	Iteration 53Q: 3 clusters Score -9988598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9988581.000000 Penalty: 5398.255371
	Iteration 54Q: 3 clusters Score -9988581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9988575.000000 Penalty: 5398.255371
	Iteration 55Q: 3 clusters Score -9988575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9988569.000000 Penalty: 5398.255371
	Iteration 56Q: 3 clusters Score -9988569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9988572.000000 Penalty: 5398.255371
	Iteration 57Q: 3 clusters Score -9988572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9988572.000000 Penalty: 5398.255371
	Iteration 58Q: 3 clusters Score -9988572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9988567.000000 Penalty: 5398.255371
	Iteration 59Q: 3 clusters Score -9988567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9988550.000000 Penalty: 5398.255371
	Iteration 60F: 3 clusters Score -9988550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9988559.000000 Penalty: 5398.255371
	Iteration 61Q: 3 clusters Score -9988559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9988561.000000 Penalty: 5398.255371
	Iteration 62Q: 3 clusters Score -9988561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9988567.000000 Penalty: 5398.255371
	Iteration 63Q: 3 clusters Score -9988567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9988564.000000 Penalty: 5398.255371
	Iteration 64Q: 3 clusters Score -9988564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9988559.000000 Penalty: 5398.255371
	Iteration 65Q: 3 clusters Score -9988559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9988559.000000 Penalty: 5398.255371
	Iteration 66F: 3 clusters Score -9988559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -58001.871094 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -58001.87 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 197 members 
Entering Unmasked Estep 
Score: -56685.011719 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -56685.01 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56956.308594 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -56956.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57118.855469 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -57118.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57309.957031 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -57309.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57423.179688 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -57423.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57489.218750 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -57489.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -57532.070312 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -57532.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -57588.585938 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -57588.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57615.660156 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -57615.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -57648.804688 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -57648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57682.019531 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -57682.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57723.796875 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -57723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -57747.441406 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -57747.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57764.042969 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -57764.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57790.574219 Penalty: 2984.013916
	Iteration 14Q: 3 clusters Score -57790.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57826.789062 Penalty: 2984.013916
	Iteration 15Q: 3 clusters Score -57826.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -57865.675781 Penalty: 2984.013916
	Iteration 16Q: 3 clusters Score -57865.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -57960.417969 Penalty: 2984.013916
	Iteration 17Q: 3 clusters Score -57960.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -58102.402344 Penalty: 2984.013916
	Iteration 18Q: 3 clusters Score -58102.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -58227.304688 Penalty: 2984.013916
	Iteration 19Q: 3 clusters Score -58227.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -58270.226562 Penalty: 2984.013916
	Iteration 20F: 3 clusters Score -58270.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -58365.625000 Penalty: 2984.013916
	Iteration 21Q: 3 clusters Score -58365.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -58408.660156 Penalty: 2984.013916
	Iteration 22Q: 3 clusters Score -58408.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -58485.433594 Penalty: 2984.013916
	Iteration 23Q: 3 clusters Score -58485.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -58513.730469 Penalty: 2984.013916
	Iteration 24Q: 3 clusters Score -58513.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58523.960938 Penalty: 2984.013916
	Iteration 25Q: 3 clusters Score -58523.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58524.785156 Penalty: 2984.013916
	Iteration 26F: 3 clusters Score -58524.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -58531.304688 Penalty: 2984.013916
	Iteration 27Q: 3 clusters Score -58531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -58535.476562 Penalty: 2984.013916
	Iteration 28Q: 3 clusters Score -58535.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -58538.976562 Penalty: 2984.013916
	Iteration 29Q: 3 clusters Score -58538.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -58538.976562 Penalty: 2984.013916
	Iteration 30F: 3 clusters Score -58538.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 50008 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 5 contains 27609 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 24676 members 
Mstep: Class 8 contains 53294 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47577 members 
Mstep: Class 12 contains 39479 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 47023 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 55303 members 
Mstep: Class 19 contains 44915 members 
Mstep: Class 20 contains 64501 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 41966 members 
Mstep: Class 23 contains 49576 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
Score: -110142568.000000 Penalty: 79215.406250
Splitting cluster 9 changes total score from -110144472.000000 to -110142568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -58194.867188 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -58194.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56797.035156 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -56797.04 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57169.117188 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -57169.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57309.433594 Penalty: 3108.531494
	Iteration 2F: 3 clusters Score -57309.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57375.441406 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -57375.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57404.304688 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -57404.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57422.480469 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -57422.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57429.429688 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -57429.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57433.796875 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -57433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57434.378906 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -57434.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57434.378906 Penalty: 3108.531494
	Iteration 9F: 3 clusters Score -57434.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Entering Unmasked Estep 
Score: -8853665.000000 Penalty: 2670.985840
	Iteration 0F: 2 clusters Score -8853665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -8823187.000000 Penalty: 5341.971680
	Iteration 0F: 3 clusters Score -8823187 nChanged 21889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -8835304.000000 Penalty: 5341.971680
	Iteration 1F: 3 clusters Score -8835304 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -8836134.000000 Penalty: 5341.971680
	Iteration 2Q: 3 clusters Score -8836134 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -8837165.000000 Penalty: 5341.971680
	Iteration 3Q: 3 clusters Score -8837165 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -8838495.000000 Penalty: 5341.971680
	Iteration 4F: 3 clusters Score -8838495 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -8840180.000000 Penalty: 5341.971680
	Iteration 5F: 3 clusters Score -8840180 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -8842442.000000 Penalty: 5341.971680
	Iteration 6F: 3 clusters Score -8842442 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -8844914.000000 Penalty: 5341.971680
	Iteration 7F: 3 clusters Score -8844914 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -8847290.000000 Penalty: 5341.971680
	Iteration 8F: 3 clusters Score -8847290 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -8848898.000000 Penalty: 5341.971680
	Iteration 9Q: 3 clusters Score -8848898 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -8849873.000000 Penalty: 5341.971680
	Iteration 10Q: 3 clusters Score -8849873 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -8850432.000000 Penalty: 5341.971680
	Iteration 11Q: 3 clusters Score -8850432 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -8850900.000000 Penalty: 5341.971680
	Iteration 12Q: 3 clusters Score -8850900 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -8851214.000000 Penalty: 5341.971680
	Iteration 13Q: 3 clusters Score -8851214 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -8851443.000000 Penalty: 5341.971680
	Iteration 14Q: 3 clusters Score -8851443 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -8851620.000000 Penalty: 5341.971680
	Iteration 15Q: 3 clusters Score -8851620 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -8851739.000000 Penalty: 5341.971680
	Iteration 16Q: 3 clusters Score -8851739 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -8851838.000000 Penalty: 5341.971680
	Iteration 17Q: 3 clusters Score -8851838 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -8851931.000000 Penalty: 5341.971680
	Iteration 18Q: 3 clusters Score -8851931 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -8852037.000000 Penalty: 5341.971680
	Iteration 19Q: 3 clusters Score -8852037 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -8852119.000000 Penalty: 5341.971680
	Iteration 20F: 3 clusters Score -8852119 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -8852147.000000 Penalty: 5341.971680
	Iteration 21Q: 3 clusters Score -8852147 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8852193.000000 Penalty: 5341.971680
	Iteration 22Q: 3 clusters Score -8852193 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8852189.000000 Penalty: 5341.971680
	Iteration 23Q: 3 clusters Score -8852189 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8852216.000000 Penalty: 5341.971680
	Iteration 24Q: 3 clusters Score -8852216 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -8852246.000000 Penalty: 5341.971680
	Iteration 25Q: 3 clusters Score -8852246 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8852267.000000 Penalty: 5341.971680
	Iteration 26Q: 3 clusters Score -8852267 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -8852251.000000 Penalty: 5341.971680
	Iteration 27Q: 3 clusters Score -8852251 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -8852243.000000 Penalty: 5341.971680
	Iteration 28Q: 3 clusters Score -8852243 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -8852214.000000 Penalty: 5341.971680
	Iteration 29Q: 3 clusters Score -8852214 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8852197.000000 Penalty: 5341.971680
	Iteration 30Q: 3 clusters Score -8852197 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -8852202.000000 Penalty: 5341.971680
	Iteration 31Q: 3 clusters Score -8852202 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -8852210.000000 Penalty: 5341.971680
	Iteration 32Q: 3 clusters Score -8852210 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8852203.000000 Penalty: 5341.971680
	Iteration 33Q: 3 clusters Score -8852203 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8852215.000000 Penalty: 5341.971680
	Iteration 34Q: 3 clusters Score -8852215 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -8852224.000000 Penalty: 5341.971680
	Iteration 35Q: 3 clusters Score -8852224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -8852206.000000 Penalty: 5341.971680
	Iteration 36Q: 3 clusters Score -8852206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -8852196.000000 Penalty: 5341.971680
	Iteration 37Q: 3 clusters Score -8852196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -8852182.000000 Penalty: 5341.971680
	Iteration 38Q: 3 clusters Score -8852182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -8852193.000000 Penalty: 5341.971680
	Iteration 39Q: 3 clusters Score -8852193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -8852187.000000 Penalty: 5341.971680
	Iteration 40F: 3 clusters Score -8852187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -8852197.000000 Penalty: 5341.971680
	Iteration 41Q: 3 clusters Score -8852197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -8852185.000000 Penalty: 5341.971680
	Iteration 42Q: 3 clusters Score -8852185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -8852193.000000 Penalty: 5341.971680
	Iteration 43Q: 3 clusters Score -8852193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -8852192.000000 Penalty: 5341.971680
	Iteration 44Q: 3 clusters Score -8852192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -8852189.000000 Penalty: 5341.971680
	Iteration 45Q: 3 clusters Score -8852189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -8852194.000000 Penalty: 5341.971680
	Iteration 46Q: 3 clusters Score -8852194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -8852196.000000 Penalty: 5341.971680
	Iteration 47Q: 3 clusters Score -8852196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8852200.000000 Penalty: 5341.971680
	Iteration 48Q: 3 clusters Score -8852200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -8852201.000000 Penalty: 5341.971680
	Iteration 49Q: 3 clusters Score -8852201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -8852197.000000 Penalty: 5341.971680
	Iteration 50Q: 3 clusters Score -8852197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8852206.000000 Penalty: 5341.971680
	Iteration 51Q: 3 clusters Score -8852206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8852194.000000 Penalty: 5341.971680
	Iteration 52Q: 3 clusters Score -8852194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -8852197.000000 Penalty: 5341.971680
	Iteration 53Q: 3 clusters Score -8852197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -8852195.000000 Penalty: 5341.971680
	Iteration 54Q: 3 clusters Score -8852195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -8852188.000000 Penalty: 5341.971680
	Iteration 55Q: 3 clusters Score -8852188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -8852178.000000 Penalty: 5341.971680
	Iteration 56Q: 3 clusters Score -8852178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -8852178.000000 Penalty: 5341.971680
	Iteration 57Q: 3 clusters Score -8852178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -8852175.000000 Penalty: 5341.971680
	Iteration 58Q: 3 clusters Score -8852175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -8852180.000000 Penalty: 5341.971680
	Iteration 59Q: 3 clusters Score -8852180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -8852178.000000 Penalty: 5341.971680
	Iteration 60F: 3 clusters Score -8852178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -8852176.000000 Penalty: 5341.971680
	Iteration 61Q: 3 clusters Score -8852176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -8852176.000000 Penalty: 5341.971680
	Iteration 62F: 3 clusters Score -8852176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Entering Unmasked Estep 
Score: -7324539.500000 Penalty: 2624.713867
	Iteration 0F: 2 clusters Score -7324540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -7297880.000000 Penalty: 5249.427734
	Iteration 0F: 3 clusters Score -7297880 nChanged 17979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -7307714.000000 Penalty: 5249.427734
	Iteration 1F: 3 clusters Score -7307714 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -7308219.500000 Penalty: 5249.427734
	Iteration 2Q: 3 clusters Score -7308220 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -7308704.500000 Penalty: 5249.427734
	Iteration 3Q: 3 clusters Score -7308704 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -7309269.000000 Penalty: 5249.427734
	Iteration 4Q: 3 clusters Score -7309269 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -7310013.500000 Penalty: 5249.427734
	Iteration 5Q: 3 clusters Score -7310014 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -7311153.500000 Penalty: 5249.427734
	Iteration 6F: 3 clusters Score -7311154 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -7312801.000000 Penalty: 5249.427734
	Iteration 7F: 3 clusters Score -7312801 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -7315036.000000 Penalty: 5249.427734
	Iteration 8F: 3 clusters Score -7315036 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -7317508.000000 Penalty: 5249.427734
	Iteration 9F: 3 clusters Score -7317508 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -7319723.000000 Penalty: 5249.427734
	Iteration 10F: 3 clusters Score -7319723 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -7321112.000000 Penalty: 5249.427734
	Iteration 11Q: 3 clusters Score -7321112 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -7321840.000000 Penalty: 5249.427734
	Iteration 12Q: 3 clusters Score -7321840 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -7322162.500000 Penalty: 5249.427734
	Iteration 13Q: 3 clusters Score -7322162 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -7322323.000000 Penalty: 5249.427734
	Iteration 14Q: 3 clusters Score -7322323 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -7322420.500000 Penalty: 5249.427734
	Iteration 15Q: 3 clusters Score -7322420 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -7322512.500000 Penalty: 5249.427734
	Iteration 16Q: 3 clusters Score -7322512 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -7322558.000000 Penalty: 5249.427734
	Iteration 17Q: 3 clusters Score -7322558 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7322611.500000 Penalty: 5249.427734
	Iteration 18Q: 3 clusters Score -7322612 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7322642.000000 Penalty: 5249.427734
	Iteration 19Q: 3 clusters Score -7322642 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -7322669.500000 Penalty: 5249.427734
	Iteration 20F: 3 clusters Score -7322670 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -7322710.000000 Penalty: 5249.427734
	Iteration 21Q: 3 clusters Score -7322710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7322739.000000 Penalty: 5249.427734
	Iteration 22Q: 3 clusters Score -7322739 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7322747.500000 Penalty: 5249.427734
	Iteration 23Q: 3 clusters Score -7322748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7322748.500000 Penalty: 5249.427734
	Iteration 24Q: 3 clusters Score -7322748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -7322782.500000 Penalty: 5249.427734
	Iteration 25Q: 3 clusters Score -7322782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -7322798.000000 Penalty: 5249.427734
	Iteration 26Q: 3 clusters Score -7322798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7322815.500000 Penalty: 5249.427734
	Iteration 27Q: 3 clusters Score -7322816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7322829.500000 Penalty: 5249.427734
	Iteration 28Q: 3 clusters Score -7322830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -7322830.000000 Penalty: 5249.427734
	Iteration 29Q: 3 clusters Score -7322830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -7322827.500000 Penalty: 5249.427734
	Iteration 30Q: 3 clusters Score -7322828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7322840.000000 Penalty: 5249.427734
	Iteration 31Q: 3 clusters Score -7322840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7322842.000000 Penalty: 5249.427734
	Iteration 32Q: 3 clusters Score -7322842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7322851.000000 Penalty: 5249.427734
	Iteration 33Q: 3 clusters Score -7322851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7322843.500000 Penalty: 5249.427734
	Iteration 34Q: 3 clusters Score -7322844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7322840.500000 Penalty: 5249.427734
	Iteration 35Q: 3 clusters Score -7322840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7322847.000000 Penalty: 5249.427734
	Iteration 36Q: 3 clusters Score -7322847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7322861.000000 Penalty: 5249.427734
	Iteration 37Q: 3 clusters Score -7322861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7322862.500000 Penalty: 5249.427734
	Iteration 38Q: 3 clusters Score -7322862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7322853.500000 Penalty: 5249.427734
	Iteration 39Q: 3 clusters Score -7322854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7322850.000000 Penalty: 5249.427734
	Iteration 40F: 3 clusters Score -7322850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7322861.500000 Penalty: 5249.427734
	Iteration 41Q: 3 clusters Score -7322862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7322878.500000 Penalty: 5249.427734
	Iteration 42Q: 3 clusters Score -7322878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7322881.500000 Penalty: 5249.427734
	Iteration 43Q: 3 clusters Score -7322882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7322898.000000 Penalty: 5249.427734
	Iteration 44Q: 3 clusters Score -7322898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7322901.500000 Penalty: 5249.427734
	Iteration 45Q: 3 clusters Score -7322902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7322905.500000 Penalty: 5249.427734
	Iteration 46Q: 3 clusters Score -7322906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -7322900.000000 Penalty: 5249.427734
	Iteration 47Q: 3 clusters Score -7322900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7322907.000000 Penalty: 5249.427734
	Iteration 48Q: 3 clusters Score -7322907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7322924.000000 Penalty: 5249.427734
	Iteration 49Q: 3 clusters Score -7322924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7322931.500000 Penalty: 5249.427734
	Iteration 50Q: 3 clusters Score -7322932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7322944.000000 Penalty: 5249.427734
	Iteration 51Q: 3 clusters Score -7322944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -7322958.000000 Penalty: 5249.427734
	Iteration 52Q: 3 clusters Score -7322958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7322959.000000 Penalty: 5249.427734
	Iteration 53Q: 3 clusters Score -7322959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7322958.500000 Penalty: 5249.427734
	Iteration 54Q: 3 clusters Score -7322958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -7322961.000000 Penalty: 5249.427734
	Iteration 55Q: 3 clusters Score -7322961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7322967.000000 Penalty: 5249.427734
	Iteration 56Q: 3 clusters Score -7322967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -7322964.500000 Penalty: 5249.427734
	Iteration 57Q: 3 clusters Score -7322964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7322972.500000 Penalty: 5249.427734
	Iteration 58Q: 3 clusters Score -7322972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7322963.000000 Penalty: 5249.427734
	Iteration 59Q: 3 clusters Score -7322963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7322975.500000 Penalty: 5249.427734
	Iteration 60F: 3 clusters Score -7322976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7322972.500000 Penalty: 5249.427734
	Iteration 61Q: 3 clusters Score -7322972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7322978.500000 Penalty: 5249.427734
	Iteration 62Q: 3 clusters Score -7322978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7322973.000000 Penalty: 5249.427734
	Iteration 63Q: 3 clusters Score -7322973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7322964.500000 Penalty: 5249.427734
	Iteration 64Q: 3 clusters Score -7322964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -7322973.000000 Penalty: 5249.427734
	Iteration 65Q: 3 clusters Score -7322973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7322978.500000 Penalty: 5249.427734
	Iteration 66Q: 3 clusters Score -7322978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7322981.500000 Penalty: 5249.427734
	Iteration 67Q: 3 clusters Score -7322982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7322980.000000 Penalty: 5249.427734
	Iteration 68Q: 3 clusters Score -7322980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7322986.500000 Penalty: 5249.427734
	Iteration 69Q: 3 clusters Score -7322986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7322992.000000 Penalty: 5249.427734
	Iteration 70Q: 3 clusters Score -7322992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7322993.500000 Penalty: 5249.427734
	Iteration 71Q: 3 clusters Score -7322994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7322993.500000 Penalty: 5249.427734
	Iteration 72F: 3 clusters Score -7322994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -85705.101562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -85705.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -84230.039062 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -84230.04 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84465.312500 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -84465.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84543.382812 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -84543.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84597.218750 Penalty: 3093.239258
	Iteration 3Q: 3 clusters Score -84597.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -84644.328125 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -84644.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -84698.671875 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -84698.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84734.445312 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -84734.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84752.859375 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -84752.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -84759.109375 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -84759.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -84773.289062 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -84773.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84784.179688 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -84784.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -84789.296875 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -84789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84799.078125 Penalty: 3093.239258
	Iteration 12Q: 3 clusters Score -84799.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -84814.945312 Penalty: 3093.239258
	Iteration 13Q: 3 clusters Score -84814.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -84844.640625 Penalty: 3093.239258
	Iteration 14Q: 3 clusters Score -84844.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -84846.789062 Penalty: 3093.239258
	Iteration 15Q: 3 clusters Score -84846.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -84850.062500 Penalty: 3093.239258
	Iteration 16Q: 3 clusters Score -84850.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -84850.062500 Penalty: 3093.239258
	Iteration 17F: 3 clusters Score -84850.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Entering Unmasked Estep 
Score: -8822535.000000 Penalty: 2668.081299
	Iteration 0F: 2 clusters Score -8822535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -8792053.000000 Penalty: 5336.162598
	Iteration 0F: 3 clusters Score -8792053 nChanged 21556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -8804289.000000 Penalty: 5336.162598
	Iteration 1F: 3 clusters Score -8804289 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -8805047.000000 Penalty: 5336.162598
	Iteration 2Q: 3 clusters Score -8805047 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -8805909.000000 Penalty: 5336.162598
	Iteration 3Q: 3 clusters Score -8805909 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -8807136.000000 Penalty: 5336.162598
	Iteration 4F: 3 clusters Score -8807136 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -8808774.000000 Penalty: 5336.162598
	Iteration 5F: 3 clusters Score -8808774 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -8811056.000000 Penalty: 5336.162598
	Iteration 6F: 3 clusters Score -8811056 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -8813887.000000 Penalty: 5336.162598
	Iteration 7F: 3 clusters Score -8813887 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -8816517.000000 Penalty: 5336.162598
	Iteration 8F: 3 clusters Score -8816517 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -8818509.000000 Penalty: 5336.162598
	Iteration 9Q: 3 clusters Score -8818509 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -8819530.000000 Penalty: 5336.162598
	Iteration 10Q: 3 clusters Score -8819530 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -8819860.000000 Penalty: 5336.162598
	Iteration 11Q: 3 clusters Score -8819860 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -8820031.000000 Penalty: 5336.162598
	Iteration 12Q: 3 clusters Score -8820031 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -8820132.000000 Penalty: 5336.162598
	Iteration 13Q: 3 clusters Score -8820132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -8820196.000000 Penalty: 5336.162598
	Iteration 14Q: 3 clusters Score -8820196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -8820237.000000 Penalty: 5336.162598
	Iteration 15Q: 3 clusters Score -8820237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -8820248.000000 Penalty: 5336.162598
	Iteration 16Q: 3 clusters Score -8820248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -8820264.000000 Penalty: 5336.162598
	Iteration 17Q: 3 clusters Score -8820264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -8820267.000000 Penalty: 5336.162598
	Iteration 18Q: 3 clusters Score -8820267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -8820265.000000 Penalty: 5336.162598
	Iteration 19Q: 3 clusters Score -8820265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -8820269.000000 Penalty: 5336.162598
	Iteration 20F: 3 clusters Score -8820269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -97801.117188 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -97801.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96195.484375 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -96195.48 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -96972.375000 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -96972.38 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -97306.328125 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -97306.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -97505.250000 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -97505.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -97692.789062 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -97692.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -97911.460938 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -97911.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -98117.953125 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -98117.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -98175.640625 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -98175.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -98199.585938 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -98199.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -98199.585938 Penalty: 3263.996826
	Iteration 9F: 3 clusters Score -98199.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 50008 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 5 contains 27609 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 24676 members 
Mstep: Class 8 contains 53294 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47577 members 
Mstep: Class 12 contains 39479 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 47023 members 
Mstep: Class 15 contains 392 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 55303 members 
Mstep: Class 19 contains 44915 members 
Mstep: Class 20 contains 64501 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 41966 members 
Mstep: Class 23 contains 49576 members 
Mstep: Class 24 contains 329 members 
Entering Unmasked Estep 
Score: -110142584.000000 Penalty: 79215.406250
Splitting cluster 15 changes total score from -110144472.000000 to -110142584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -575571.687500 Penalty: 2008.161743
	Iteration 0F: 2 clusters Score -575571.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -572181.062500 Penalty: 4016.323486
	Iteration 0F: 3 clusters Score -572181.1 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -573082.187500 Penalty: 4016.323486
	Iteration 1F: 3 clusters Score -573082.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -573378.312500 Penalty: 4016.323486
	Iteration 2F: 3 clusters Score -573378.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -573588.312500 Penalty: 4016.323486
	Iteration 3F: 3 clusters Score -573588.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -573734.125000 Penalty: 4016.323486
	Iteration 4F: 3 clusters Score -573734.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -573830.375000 Penalty: 4016.323486
	Iteration 5Q: 3 clusters Score -573830.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -573896.500000 Penalty: 4016.323486
	Iteration 6Q: 3 clusters Score -573896.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -573962.562500 Penalty: 4016.323486
	Iteration 7Q: 3 clusters Score -573962.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -574017.625000 Penalty: 4016.323486
	Iteration 8Q: 3 clusters Score -574017.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -574063.187500 Penalty: 4016.323486
	Iteration 9Q: 3 clusters Score -574063.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -574094.937500 Penalty: 4016.323486
	Iteration 10Q: 3 clusters Score -574094.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -574112.812500 Penalty: 4016.323486
	Iteration 11Q: 3 clusters Score -574112.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -574126.375000 Penalty: 4016.323486
	Iteration 12Q: 3 clusters Score -574126.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -574134.625000 Penalty: 4016.323486
	Iteration 13Q: 3 clusters Score -574134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -574137.062500 Penalty: 4016.323486
	Iteration 14Q: 3 clusters Score -574137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -574141.187500 Penalty: 4016.323486
	Iteration 15Q: 3 clusters Score -574141.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -574143.875000 Penalty: 4016.323486
	Iteration 16Q: 3 clusters Score -574143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -574147.250000 Penalty: 4016.323486
	Iteration 17Q: 3 clusters Score -574147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -574150.687500 Penalty: 4016.323486
	Iteration 18Q: 3 clusters Score -574150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -574154.312500 Penalty: 4016.323486
	Iteration 19Q: 3 clusters Score -574154.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -574157.312500 Penalty: 4016.323486
	Iteration 20F: 3 clusters Score -574157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -574159.250000 Penalty: 4016.323486
	Iteration 21Q: 3 clusters Score -574159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -574160.437500 Penalty: 4016.323486
	Iteration 22Q: 3 clusters Score -574160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -574160.875000 Penalty: 4016.323486
	Iteration 23Q: 3 clusters Score -574160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -574160.875000 Penalty: 4016.323486
	Iteration 24F: 3 clusters Score -574160.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -190280.734375 Penalty: 1733.811890
	Iteration 0F: 2 clusters Score -190280.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -188280.687500 Penalty: 3467.623779
	Iteration 0F: 3 clusters Score -188280.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -188573.390625 Penalty: 3467.623779
	Iteration 1F: 3 clusters Score -188573.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -188689.843750 Penalty: 3467.623779
	Iteration 2F: 3 clusters Score -188689.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188767.281250 Penalty: 3467.623779
	Iteration 3Q: 3 clusters Score -188767.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -188831.484375 Penalty: 3467.623779
	Iteration 4Q: 3 clusters Score -188831.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -188868.437500 Penalty: 3467.623779
	Iteration 5Q: 3 clusters Score -188868.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188881.984375 Penalty: 3467.623779
	Iteration 6Q: 3 clusters Score -188882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -188894.203125 Penalty: 3467.623779
	Iteration 7Q: 3 clusters Score -188894.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188905.984375 Penalty: 3467.623779
	Iteration 8Q: 3 clusters Score -188906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -188917.500000 Penalty: 3467.623779
	Iteration 9Q: 3 clusters Score -188917.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188918.125000 Penalty: 3467.623779
	Iteration 10Q: 3 clusters Score -188918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188918.125000 Penalty: 3467.623779
	Iteration 11F: 3 clusters Score -188918.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Entering Unmasked Estep 
Score: -10216993.000000 Penalty: 2708.304443
	Iteration 0F: 2 clusters Score -1.021699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -10183074.000000 Penalty: 5416.608887
	Iteration 0F: 3 clusters Score -1.018307e+07 nChanged 25582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -10197448.000000 Penalty: 5416.608887
	Iteration 1F: 3 clusters Score -1.019745e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -10197927.000000 Penalty: 5416.608887
	Iteration 2Q: 3 clusters Score -1.019793e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -10198316.000000 Penalty: 5416.608887
	Iteration 3Q: 3 clusters Score -1.019832e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -10198832.000000 Penalty: 5416.608887
	Iteration 4Q: 3 clusters Score -1.019883e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -10199575.000000 Penalty: 5416.608887
	Iteration 5Q: 3 clusters Score -1.019958e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -10200522.000000 Penalty: 5416.608887
	Iteration 6Q: 3 clusters Score -1.020052e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -10201967.000000 Penalty: 5416.608887
	Iteration 7F: 3 clusters Score -1.020197e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -10204009.000000 Penalty: 5416.608887
	Iteration 8F: 3 clusters Score -1.020401e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -10206780.000000 Penalty: 5416.608887
	Iteration 9F: 3 clusters Score -1.020678e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -10209703.000000 Penalty: 5416.608887
	Iteration 10F: 3 clusters Score -1.02097e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -10211997.000000 Penalty: 5416.608887
	Iteration 11Q: 3 clusters Score -1.0212e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -10213367.000000 Penalty: 5416.608887
	Iteration 12Q: 3 clusters Score -1.021337e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -10214004.000000 Penalty: 5416.608887
	Iteration 13Q: 3 clusters Score -1.0214e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -10214357.000000 Penalty: 5416.608887
	Iteration 14Q: 3 clusters Score -1.021436e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -10214599.000000 Penalty: 5416.608887
	Iteration 15Q: 3 clusters Score -1.02146e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10214661.000000 Penalty: 5416.608887
	Iteration 16Q: 3 clusters Score -1.021466e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -10214701.000000 Penalty: 5416.608887
	Iteration 17Q: 3 clusters Score -1.02147e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10214723.000000 Penalty: 5416.608887
	Iteration 18Q: 3 clusters Score -1.021472e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10214725.000000 Penalty: 5416.608887
	Iteration 19Q: 3 clusters Score -1.021472e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10214777.000000 Penalty: 5416.608887
	Iteration 20F: 3 clusters Score -1.021478e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10214783.000000 Penalty: 5416.608887
	Iteration 21Q: 3 clusters Score -1.021478e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10214788.000000 Penalty: 5416.608887
	Iteration 22Q: 3 clusters Score -1.021479e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10214793.000000 Penalty: 5416.608887
	Iteration 23Q: 3 clusters Score -1.021479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10214801.000000 Penalty: 5416.608887
	Iteration 24Q: 3 clusters Score -1.02148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10214800.000000 Penalty: 5416.608887
	Iteration 25Q: 3 clusters Score -1.02148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10214794.000000 Penalty: 5416.608887
	Iteration 26Q: 3 clusters Score -1.021479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10214789.000000 Penalty: 5416.608887
	Iteration 27Q: 3 clusters Score -1.021479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10214789.000000 Penalty: 5416.608887
	Iteration 28Q: 3 clusters Score -1.021479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10214792.000000 Penalty: 5416.608887
	Iteration 29Q: 3 clusters Score -1.021479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10214791.000000 Penalty: 5416.608887
	Iteration 30Q: 3 clusters Score -1.021479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10214783.000000 Penalty: 5416.608887
	Iteration 31Q: 3 clusters Score -1.021478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10214788.000000 Penalty: 5416.608887
	Iteration 32Q: 3 clusters Score -1.021479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10214794.000000 Penalty: 5416.608887
	Iteration 33Q: 3 clusters Score -1.021479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10214796.000000 Penalty: 5416.608887
	Iteration 34Q: 3 clusters Score -1.02148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10214795.000000 Penalty: 5416.608887
	Iteration 35Q: 3 clusters Score -1.02148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10214799.000000 Penalty: 5416.608887
	Iteration 36Q: 3 clusters Score -1.02148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10214804.000000 Penalty: 5416.608887
	Iteration 37Q: 3 clusters Score -1.02148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10214805.000000 Penalty: 5416.608887
	Iteration 38Q: 3 clusters Score -1.02148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10214807.000000 Penalty: 5416.608887
	Iteration 39Q: 3 clusters Score -1.021481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10214807.000000 Penalty: 5416.608887
	Iteration 40F: 3 clusters Score -1.021481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Entering Unmasked Estep 
Score: -8122418.500000 Penalty: 2656.706787
	Iteration 0F: 2 clusters Score -8122418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -8092026.500000 Penalty: 5313.413574
	Iteration 0F: 3 clusters Score -8092026 nChanged 20855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -8103138.000000 Penalty: 5313.413574
	Iteration 1F: 3 clusters Score -8103138 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -8103654.500000 Penalty: 5313.413574
	Iteration 2Q: 3 clusters Score -8103654 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -8104165.500000 Penalty: 5313.413574
	Iteration 3Q: 3 clusters Score -8104166 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -8104960.000000 Penalty: 5313.413574
	Iteration 4Q: 3 clusters Score -8104960 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -8106229.500000 Penalty: 5313.413574
	Iteration 5F: 3 clusters Score -8106230 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -8108304.000000 Penalty: 5313.413574
	Iteration 6F: 3 clusters Score -8108304 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -8111408.500000 Penalty: 5313.413574
	Iteration 7F: 3 clusters Score -8111408 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -8115016.500000 Penalty: 5313.413574
	Iteration 8F: 3 clusters Score -8115016 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8117666.500000 Penalty: 5313.413574
	Iteration 9F: 3 clusters Score -8117666 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8118987.500000 Penalty: 5313.413574
	Iteration 10Q: 3 clusters Score -8118988 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8119497.500000 Penalty: 5313.413574
	Iteration 11Q: 3 clusters Score -8119498 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8119752.000000 Penalty: 5313.413574
	Iteration 12Q: 3 clusters Score -8119752 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8119865.000000 Penalty: 5313.413574
	Iteration 13Q: 3 clusters Score -8119865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8119941.500000 Penalty: 5313.413574
	Iteration 14Q: 3 clusters Score -8119942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8119989.500000 Penalty: 5313.413574
	Iteration 15Q: 3 clusters Score -8119990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8120022.500000 Penalty: 5313.413574
	Iteration 16Q: 3 clusters Score -8120022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8120027.500000 Penalty: 5313.413574
	Iteration 17Q: 3 clusters Score -8120028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8120037.500000 Penalty: 5313.413574
	Iteration 18Q: 3 clusters Score -8120038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8120065.500000 Penalty: 5313.413574
	Iteration 19Q: 3 clusters Score -8120066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8120071.000000 Penalty: 5313.413574
	Iteration 20F: 3 clusters Score -8120071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8120075.000000 Penalty: 5313.413574
	Iteration 21Q: 3 clusters Score -8120075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8120080.500000 Penalty: 5313.413574
	Iteration 22Q: 3 clusters Score -8120080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8120083.000000 Penalty: 5313.413574
	Iteration 23Q: 3 clusters Score -8120083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8120085.500000 Penalty: 5313.413574
	Iteration 24Q: 3 clusters Score -8120086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8120098.000000 Penalty: 5313.413574
	Iteration 25Q: 3 clusters Score -8120098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8120094.000000 Penalty: 5313.413574
	Iteration 26Q: 3 clusters Score -8120094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8120094.000000 Penalty: 5313.413574
	Iteration 27F: 3 clusters Score -8120094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Entering Unmasked Estep 
Score: -12028627.000000 Penalty: 2746.460205
	Iteration 0F: 2 clusters Score -1.202863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -11995211.000000 Penalty: 5492.920410
	Iteration 0F: 3 clusters Score -1.199521e+07 nChanged 29969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -12011714.000000 Penalty: 5492.920410
	Iteration 1F: 3 clusters Score -1.201171e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -12012531.000000 Penalty: 5492.920410
	Iteration 2Q: 3 clusters Score -1.201253e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -12013545.000000 Penalty: 5492.920410
	Iteration 3Q: 3 clusters Score -1.201354e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -12014868.000000 Penalty: 5492.920410
	Iteration 4Q: 3 clusters Score -1.201487e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -12016809.000000 Penalty: 5492.920410
	Iteration 5F: 3 clusters Score -1.201681e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -12019373.000000 Penalty: 5492.920410
	Iteration 6F: 3 clusters Score -1.201937e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -12020805.000000 Penalty: 5492.920410
	Iteration 7F: 3 clusters Score -1.20208e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -12022576.000000 Penalty: 5492.920410
	Iteration 8F: 3 clusters Score -1.202258e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -12023696.000000 Penalty: 5492.920410
	Iteration 9Q: 3 clusters Score -1.20237e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -12024322.000000 Penalty: 5492.920410
	Iteration 10Q: 3 clusters Score -1.202432e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -12024593.000000 Penalty: 5492.920410
	Iteration 11Q: 3 clusters Score -1.202459e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -12024935.000000 Penalty: 5492.920410
	Iteration 12Q: 3 clusters Score -1.202494e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -12025206.000000 Penalty: 5492.920410
	Iteration 13Q: 3 clusters Score -1.202521e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -12025506.000000 Penalty: 5492.920410
	Iteration 14Q: 3 clusters Score -1.202551e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -12025883.000000 Penalty: 5492.920410
	Iteration 15Q: 3 clusters Score -1.202588e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -12026421.000000 Penalty: 5492.920410
	Iteration 16Q: 3 clusters Score -1.202642e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -12026885.000000 Penalty: 5492.920410
	Iteration 17Q: 3 clusters Score -1.202688e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -12027165.000000 Penalty: 5492.920410
	Iteration 18Q: 3 clusters Score -1.202716e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -12027599.000000 Penalty: 5492.920410
	Iteration 19Q: 3 clusters Score -1.20276e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -12028350.000000 Penalty: 5492.920410
	Iteration 20F: 3 clusters Score -1.202835e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -12029080.000000 Penalty: 5492.920410
	Iteration 21Q: 3 clusters Score -1.202908e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -12030046.000000 Penalty: 5492.920410
	Iteration 22Q: 3 clusters Score -1.203005e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -12031094.000000 Penalty: 5492.920410
	Iteration 23Q: 3 clusters Score -1.203109e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -12031755.000000 Penalty: 5492.920410
	Iteration 24Q: 3 clusters Score -1.203176e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -12032368.000000 Penalty: 5492.920410
	Iteration 25Q: 3 clusters Score -1.203237e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -12032707.000000 Penalty: 5492.920410
	Iteration 26Q: 3 clusters Score -1.203271e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -12032978.000000 Penalty: 5492.920410
	Iteration 27Q: 3 clusters Score -1.203298e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -12033128.000000 Penalty: 5492.920410
	Iteration 28Q: 3 clusters Score -1.203313e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -12033269.000000 Penalty: 5492.920410
	Iteration 29Q: 3 clusters Score -1.203327e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -12033332.000000 Penalty: 5492.920410
	Iteration 30Q: 3 clusters Score -1.203333e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -12033379.000000 Penalty: 5492.920410
	Iteration 31Q: 3 clusters Score -1.203338e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -12033375.000000 Penalty: 5492.920410
	Iteration 32Q: 3 clusters Score -1.203338e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -12033401.000000 Penalty: 5492.920410
	Iteration 33Q: 3 clusters Score -1.20334e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -12033415.000000 Penalty: 5492.920410
	Iteration 34Q: 3 clusters Score -1.203342e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -12033427.000000 Penalty: 5492.920410
	Iteration 35Q: 3 clusters Score -1.203343e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -12033403.000000 Penalty: 5492.920410
	Iteration 36Q: 3 clusters Score -1.20334e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -12033397.000000 Penalty: 5492.920410
	Iteration 37Q: 3 clusters Score -1.20334e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -12033421.000000 Penalty: 5492.920410
	Iteration 38Q: 3 clusters Score -1.203342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -12033401.000000 Penalty: 5492.920410
	Iteration 39Q: 3 clusters Score -1.20334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -12033456.000000 Penalty: 5492.920410
	Iteration 40F: 3 clusters Score -1.203346e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -12033526.000000 Penalty: 5492.920410
	Iteration 41Q: 3 clusters Score -1.203353e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -12033518.000000 Penalty: 5492.920410
	Iteration 42Q: 3 clusters Score -1.203352e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -12033514.000000 Penalty: 5492.920410
	Iteration 43Q: 3 clusters Score -1.203351e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -12033492.000000 Penalty: 5492.920410
	Iteration 44Q: 3 clusters Score -1.203349e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -12033519.000000 Penalty: 5492.920410
	Iteration 45Q: 3 clusters Score -1.203352e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -12033508.000000 Penalty: 5492.920410
	Iteration 46Q: 3 clusters Score -1.203351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -12033499.000000 Penalty: 5492.920410
	Iteration 47Q: 3 clusters Score -1.20335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -12033512.000000 Penalty: 5492.920410
	Iteration 48Q: 3 clusters Score -1.203351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -12033508.000000 Penalty: 5492.920410
	Iteration 49Q: 3 clusters Score -1.203351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -12033504.000000 Penalty: 5492.920410
	Iteration 50Q: 3 clusters Score -1.20335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -12033507.000000 Penalty: 5492.920410
	Iteration 51Q: 3 clusters Score -1.203351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -12033507.000000 Penalty: 5492.920410
	Iteration 52Q: 3 clusters Score -1.203351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -12033508.000000 Penalty: 5492.920410
	Iteration 53Q: 3 clusters Score -1.203351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -12033505.000000 Penalty: 5492.920410
	Iteration 54Q: 3 clusters Score -1.20335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -12033509.000000 Penalty: 5492.920410
	Iteration 55Q: 3 clusters Score -1.203351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -12033519.000000 Penalty: 5492.920410
	Iteration 56Q: 3 clusters Score -1.203352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -12033512.000000 Penalty: 5492.920410
	Iteration 57Q: 3 clusters Score -1.203351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -12033508.000000 Penalty: 5492.920410
	Iteration 58Q: 3 clusters Score -1.203351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -12033506.000000 Penalty: 5492.920410
	Iteration 59Q: 3 clusters Score -1.203351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -12033502.000000 Penalty: 5492.920410
	Iteration 60F: 3 clusters Score -1.20335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -12033501.000000 Penalty: 5492.920410
	Iteration 61Q: 3 clusters Score -1.20335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -12033486.000000 Penalty: 5492.920410
	Iteration 62Q: 3 clusters Score -1.203349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -12033486.000000 Penalty: 5492.920410
	Iteration 63F: 3 clusters Score -1.203349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 50008 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 5 contains 27609 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 24676 members 
Mstep: Class 8 contains 53294 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47577 members 
Mstep: Class 12 contains 39479 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 47023 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 55303 members 
Mstep: Class 19 contains 44915 members 
Mstep: Class 20 contains 46288 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 41966 members 
Mstep: Class 23 contains 49576 members 
Mstep: Class 24 contains 18213 members 
Entering Unmasked Estep 
Score: -110148336.000000 Penalty: 79215.406250
Splitting cluster 20 changes total score from -110144472.000000 to -110148336.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -106681.000000 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -106681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105128.062500 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -105128.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -105469.203125 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -105469.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -105637.796875 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -105637.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -105712.367188 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -105712.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -105786.023438 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -105786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -105844.773438 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -105844.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -105867.101562 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -105867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105880.828125 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -105880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -105888.187500 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -105888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -105899.867188 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -105899.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -105913.742188 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -105913.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -105928.109375 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -105928.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -105941.156250 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -105941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -105952.343750 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -105952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105956.093750 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -105956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -105959.812500 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -105959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -105967.093750 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -105967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105969.000000 Penalty: 3188.340332
	Iteration 17Q: 3 clusters Score -105969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105969.000000 Penalty: 3188.340332
	Iteration 18F: 3 clusters Score -105969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Entering Unmasked Estep 
Score: -7763774.000000 Penalty: 2639.864502
	Iteration 0F: 2 clusters Score -7763774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -7735499.500000 Penalty: 5279.729004
	Iteration 0F: 3 clusters Score -7735500 nChanged 19254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -7745941.500000 Penalty: 5279.729004
	Iteration 1F: 3 clusters Score -7745942 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -7746738.500000 Penalty: 5279.729004
	Iteration 2Q: 3 clusters Score -7746738 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -7747575.000000 Penalty: 5279.729004
	Iteration 3Q: 3 clusters Score -7747575 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -7748473.000000 Penalty: 5279.729004
	Iteration 4Q: 3 clusters Score -7748473 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -7749616.500000 Penalty: 5279.729004
	Iteration 5F: 3 clusters Score -7749616 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -7751004.500000 Penalty: 5279.729004
	Iteration 6F: 3 clusters Score -7751004 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -7752904.500000 Penalty: 5279.729004
	Iteration 7F: 3 clusters Score -7752904 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -7755165.500000 Penalty: 5279.729004
	Iteration 8F: 3 clusters Score -7755166 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -7757050.500000 Penalty: 5279.729004
	Iteration 9F: 3 clusters Score -7757050 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -7757993.500000 Penalty: 5279.729004
	Iteration 10Q: 3 clusters Score -7757994 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -7758432.000000 Penalty: 5279.729004
	Iteration 11Q: 3 clusters Score -7758432 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -7758676.500000 Penalty: 5279.729004
	Iteration 12Q: 3 clusters Score -7758676 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -7758901.000000 Penalty: 5279.729004
	Iteration 13Q: 3 clusters Score -7758901 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -7759046.000000 Penalty: 5279.729004
	Iteration 14Q: 3 clusters Score -7759046 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -7759261.000000 Penalty: 5279.729004
	Iteration 15Q: 3 clusters Score -7759261 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -7759437.500000 Penalty: 5279.729004
	Iteration 16Q: 3 clusters Score -7759438 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -7759604.000000 Penalty: 5279.729004
	Iteration 17Q: 3 clusters Score -7759604 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -7759738.500000 Penalty: 5279.729004
	Iteration 18Q: 3 clusters Score -7759738 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -7759855.500000 Penalty: 5279.729004
	Iteration 19Q: 3 clusters Score -7759856 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -7759976.500000 Penalty: 5279.729004
	Iteration 20F: 3 clusters Score -7759976 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -7760100.000000 Penalty: 5279.729004
	Iteration 21Q: 3 clusters Score -7760100 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -7760219.000000 Penalty: 5279.729004
	Iteration 22Q: 3 clusters Score -7760219 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -7760334.000000 Penalty: 5279.729004
	Iteration 23Q: 3 clusters Score -7760334 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -7760421.000000 Penalty: 5279.729004
	Iteration 24Q: 3 clusters Score -7760421 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -7760480.000000 Penalty: 5279.729004
	Iteration 25Q: 3 clusters Score -7760480 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -7760541.000000 Penalty: 5279.729004
	Iteration 26Q: 3 clusters Score -7760541 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -7760573.500000 Penalty: 5279.729004
	Iteration 27Q: 3 clusters Score -7760574 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -7760623.500000 Penalty: 5279.729004
	Iteration 28Q: 3 clusters Score -7760624 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -7760665.500000 Penalty: 5279.729004
	Iteration 29Q: 3 clusters Score -7760666 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -7760714.500000 Penalty: 5279.729004
	Iteration 30Q: 3 clusters Score -7760714 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -7760780.000000 Penalty: 5279.729004
	Iteration 31Q: 3 clusters Score -7760780 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -7760811.000000 Penalty: 5279.729004
	Iteration 32Q: 3 clusters Score -7760811 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -7760849.000000 Penalty: 5279.729004
	Iteration 33Q: 3 clusters Score -7760849 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -7760896.000000 Penalty: 5279.729004
	Iteration 34Q: 3 clusters Score -7760896 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -7760942.500000 Penalty: 5279.729004
	Iteration 35Q: 3 clusters Score -7760942 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -7760961.500000 Penalty: 5279.729004
	Iteration 36Q: 3 clusters Score -7760962 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -7761006.000000 Penalty: 5279.729004
	Iteration 37Q: 3 clusters Score -7761006 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -7761005.500000 Penalty: 5279.729004
	Iteration 38Q: 3 clusters Score -7761006 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -7761020.500000 Penalty: 5279.729004
	Iteration 39Q: 3 clusters Score -7761020 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -7761048.000000 Penalty: 5279.729004
	Iteration 40F: 3 clusters Score -7761048 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -7761055.500000 Penalty: 5279.729004
	Iteration 41Q: 3 clusters Score -7761056 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -7761069.500000 Penalty: 5279.729004
	Iteration 42Q: 3 clusters Score -7761070 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -7761112.500000 Penalty: 5279.729004
	Iteration 43Q: 3 clusters Score -7761112 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -7761145.000000 Penalty: 5279.729004
	Iteration 44Q: 3 clusters Score -7761145 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -7761162.500000 Penalty: 5279.729004
	Iteration 45Q: 3 clusters Score -7761162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -7761200.000000 Penalty: 5279.729004
	Iteration 46Q: 3 clusters Score -7761200 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -7761218.500000 Penalty: 5279.729004
	Iteration 47Q: 3 clusters Score -7761218 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -7761262.000000 Penalty: 5279.729004
	Iteration 48Q: 3 clusters Score -7761262 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -7761270.000000 Penalty: 5279.729004
	Iteration 49Q: 3 clusters Score -7761270 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -7761320.500000 Penalty: 5279.729004
	Iteration 50Q: 3 clusters Score -7761320 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -7761364.500000 Penalty: 5279.729004
	Iteration 51Q: 3 clusters Score -7761364 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -7761397.000000 Penalty: 5279.729004
	Iteration 52Q: 3 clusters Score -7761397 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -7761412.000000 Penalty: 5279.729004
	Iteration 53Q: 3 clusters Score -7761412 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -7761431.000000 Penalty: 5279.729004
	Iteration 54Q: 3 clusters Score -7761431 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -7761466.000000 Penalty: 5279.729004
	Iteration 55Q: 3 clusters Score -7761466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -7761502.000000 Penalty: 5279.729004
	Iteration 56Q: 3 clusters Score -7761502 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -7761543.500000 Penalty: 5279.729004
	Iteration 57Q: 3 clusters Score -7761544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -7761554.500000 Penalty: 5279.729004
	Iteration 58Q: 3 clusters Score -7761554 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -7761580.000000 Penalty: 5279.729004
	Iteration 59Q: 3 clusters Score -7761580 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -7761603.000000 Penalty: 5279.729004
	Iteration 60F: 3 clusters Score -7761603 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -7761607.500000 Penalty: 5279.729004
	Iteration 61Q: 3 clusters Score -7761608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -7761624.000000 Penalty: 5279.729004
	Iteration 62Q: 3 clusters Score -7761624 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -7761669.000000 Penalty: 5279.729004
	Iteration 63Q: 3 clusters Score -7761669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -7761642.500000 Penalty: 5279.729004
	Iteration 64Q: 3 clusters Score -7761642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -7761661.000000 Penalty: 5279.729004
	Iteration 65Q: 3 clusters Score -7761661 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -7761675.500000 Penalty: 5279.729004
	Iteration 66Q: 3 clusters Score -7761676 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -7761689.000000 Penalty: 5279.729004
	Iteration 67Q: 3 clusters Score -7761689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -7761694.500000 Penalty: 5279.729004
	Iteration 68Q: 3 clusters Score -7761694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -7761701.000000 Penalty: 5279.729004
	Iteration 69Q: 3 clusters Score -7761701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -7761725.000000 Penalty: 5279.729004
	Iteration 70Q: 3 clusters Score -7761725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -7761736.000000 Penalty: 5279.729004
	Iteration 71Q: 3 clusters Score -7761736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -7761740.000000 Penalty: 5279.729004
	Iteration 72Q: 3 clusters Score -7761740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -7761748.500000 Penalty: 5279.729004
	Iteration 73Q: 3 clusters Score -7761748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -7761746.000000 Penalty: 5279.729004
	Iteration 74Q: 3 clusters Score -7761746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7761749.000000 Penalty: 5279.729004
	Iteration 75Q: 3 clusters Score -7761749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -7761751.000000 Penalty: 5279.729004
	Iteration 76Q: 3 clusters Score -7761751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -7761755.000000 Penalty: 5279.729004
	Iteration 77Q: 3 clusters Score -7761755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -7761761.000000 Penalty: 5279.729004
	Iteration 78Q: 3 clusters Score -7761761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -7761766.000000 Penalty: 5279.729004
	Iteration 79Q: 3 clusters Score -7761766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -7761763.500000 Penalty: 5279.729004
	Iteration 80F: 3 clusters Score -7761764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -7761771.500000 Penalty: 5279.729004
	Iteration 81Q: 3 clusters Score -7761772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -7761779.000000 Penalty: 5279.729004
	Iteration 82Q: 3 clusters Score -7761779 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -7761793.500000 Penalty: 5279.729004
	Iteration 83Q: 3 clusters Score -7761794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -7761803.000000 Penalty: 5279.729004
	Iteration 84Q: 3 clusters Score -7761803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -7761802.500000 Penalty: 5279.729004
	Iteration 85Q: 3 clusters Score -7761802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -7761805.000000 Penalty: 5279.729004
	Iteration 86Q: 3 clusters Score -7761805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -7761821.500000 Penalty: 5279.729004
	Iteration 87Q: 3 clusters Score -7761822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -7761824.000000 Penalty: 5279.729004
	Iteration 88Q: 3 clusters Score -7761824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -7761834.500000 Penalty: 5279.729004
	Iteration 89Q: 3 clusters Score -7761834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -7761829.500000 Penalty: 5279.729004
	Iteration 90Q: 3 clusters Score -7761830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -7761849.000000 Penalty: 5279.729004
	Iteration 91Q: 3 clusters Score -7761849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -7761836.000000 Penalty: 5279.729004
	Iteration 92Q: 3 clusters Score -7761836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -7761844.500000 Penalty: 5279.729004
	Iteration 93Q: 3 clusters Score -7761844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -7761860.000000 Penalty: 5279.729004
	Iteration 94Q: 3 clusters Score -7761860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -7761845.000000 Penalty: 5279.729004
	Iteration 95Q: 3 clusters Score -7761845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -7761854.500000 Penalty: 5279.729004
	Iteration 96Q: 3 clusters Score -7761854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -7761856.000000 Penalty: 5279.729004
	Iteration 97Q: 3 clusters Score -7761856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -7761863.500000 Penalty: 5279.729004
	Iteration 98Q: 3 clusters Score -7761864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -7761878.000000 Penalty: 5279.729004
	Iteration 99Q: 3 clusters Score -7761878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7761873.500000 Penalty: 5279.729004
	Iteration 100F: 3 clusters Score -7761874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -7761874.000000 Penalty: 5279.729004
	Iteration 101Q: 3 clusters Score -7761874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -7761877.000000 Penalty: 5279.729004
	Iteration 102Q: 3 clusters Score -7761877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7761879.000000 Penalty: 5279.729004
	Iteration 103Q: 3 clusters Score -7761879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -7761883.500000 Penalty: 5279.729004
	Iteration 104Q: 3 clusters Score -7761884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -7761896.000000 Penalty: 5279.729004
	Iteration 105Q: 3 clusters Score -7761896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -7761897.000000 Penalty: 5279.729004
	Iteration 106Q: 3 clusters Score -7761897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -7761892.000000 Penalty: 5279.729004
	Iteration 107Q: 3 clusters Score -7761892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7761895.000000 Penalty: 5279.729004
	Iteration 108Q: 3 clusters Score -7761895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -7761912.000000 Penalty: 5279.729004
	Iteration 109Q: 3 clusters Score -7761912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -7761913.500000 Penalty: 5279.729004
	Iteration 110Q: 3 clusters Score -7761914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -7761921.000000 Penalty: 5279.729004
	Iteration 111Q: 3 clusters Score -7761921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -7761933.000000 Penalty: 5279.729004
	Iteration 112Q: 3 clusters Score -7761933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -7761937.000000 Penalty: 5279.729004
	Iteration 113Q: 3 clusters Score -7761937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -7761944.500000 Penalty: 5279.729004
	Iteration 114Q: 3 clusters Score -7761944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -7761945.000000 Penalty: 5279.729004
	Iteration 115Q: 3 clusters Score -7761945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7761947.500000 Penalty: 5279.729004
	Iteration 116Q: 3 clusters Score -7761948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -7761945.500000 Penalty: 5279.729004
	Iteration 117Q: 3 clusters Score -7761946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -7761946.000000 Penalty: 5279.729004
	Iteration 118Q: 3 clusters Score -7761946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -7761951.500000 Penalty: 5279.729004
	Iteration 119Q: 3 clusters Score -7761952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -7761949.000000 Penalty: 5279.729004
	Iteration 120F: 3 clusters Score -7761949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -7761961.000000 Penalty: 5279.729004
	Iteration 121Q: 3 clusters Score -7761961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -7761960.000000 Penalty: 5279.729004
	Iteration 122Q: 3 clusters Score -7761960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -7761959.000000 Penalty: 5279.729004
	Iteration 123Q: 3 clusters Score -7761959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -7761958.500000 Penalty: 5279.729004
	Iteration 124Q: 3 clusters Score -7761958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -7761962.000000 Penalty: 5279.729004
	Iteration 125Q: 3 clusters Score -7761962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -7761970.000000 Penalty: 5279.729004
	Iteration 126Q: 3 clusters Score -7761970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -7761962.500000 Penalty: 5279.729004
	Iteration 127Q: 3 clusters Score -7761962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -7761965.000000 Penalty: 5279.729004
	Iteration 128Q: 3 clusters Score -7761965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -7761975.000000 Penalty: 5279.729004
	Iteration 129Q: 3 clusters Score -7761975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -7761967.000000 Penalty: 5279.729004
	Iteration 130Q: 3 clusters Score -7761967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -7761972.500000 Penalty: 5279.729004
	Iteration 131Q: 3 clusters Score -7761972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -7761969.000000 Penalty: 5279.729004
	Iteration 132Q: 3 clusters Score -7761969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -7761980.500000 Penalty: 5279.729004
	Iteration 133Q: 3 clusters Score -7761980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -7761979.500000 Penalty: 5279.729004
	Iteration 134Q: 3 clusters Score -7761980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -7761974.000000 Penalty: 5279.729004
	Iteration 135Q: 3 clusters Score -7761974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -7761983.500000 Penalty: 5279.729004
	Iteration 136Q: 3 clusters Score -7761984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -7761980.000000 Penalty: 5279.729004
	Iteration 137Q: 3 clusters Score -7761980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -7761980.500000 Penalty: 5279.729004
	Iteration 138Q: 3 clusters Score -7761980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -7761984.000000 Penalty: 5279.729004
	Iteration 139Q: 3 clusters Score -7761984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -7761989.000000 Penalty: 5279.729004
	Iteration 140F: 3 clusters Score -7761989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -7761996.500000 Penalty: 5279.729004
	Iteration 141Q: 3 clusters Score -7761996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -7762000.500000 Penalty: 5279.729004
	Iteration 142Q: 3 clusters Score -7762000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -7761997.500000 Penalty: 5279.729004
	Iteration 143Q: 3 clusters Score -7761998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -7761996.000000 Penalty: 5279.729004
	Iteration 144Q: 3 clusters Score -7761996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7761992.500000 Penalty: 5279.729004
	Iteration 145Q: 3 clusters Score -7761992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -7761993.500000 Penalty: 5279.729004
	Iteration 146Q: 3 clusters Score -7761994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -7761998.000000 Penalty: 5279.729004
	Iteration 147Q: 3 clusters Score -7761998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -7762010.000000 Penalty: 5279.729004
	Iteration 148Q: 3 clusters Score -7762010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -7762009.000000 Penalty: 5279.729004
	Iteration 149Q: 3 clusters Score -7762009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -7762009.000000 Penalty: 5279.729004
	Iteration 150Q: 3 clusters Score -7762009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -7762011.000000 Penalty: 5279.729004
	Iteration 151Q: 3 clusters Score -7762011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -7762009.500000 Penalty: 5279.729004
	Iteration 152Q: 3 clusters Score -7762010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -7762016.500000 Penalty: 5279.729004
	Iteration 153Q: 3 clusters Score -7762016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -7762012.000000 Penalty: 5279.729004
	Iteration 154Q: 3 clusters Score -7762012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -7762011.000000 Penalty: 5279.729004
	Iteration 155Q: 3 clusters Score -7762011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -7762006.500000 Penalty: 5279.729004
	Iteration 156Q: 3 clusters Score -7762006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -7762003.000000 Penalty: 5279.729004
	Iteration 157Q: 3 clusters Score -7762003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -7762008.000000 Penalty: 5279.729004
	Iteration 158Q: 3 clusters Score -7762008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -7762018.000000 Penalty: 5279.729004
	Iteration 159Q: 3 clusters Score -7762018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -7762017.000000 Penalty: 5279.729004
	Iteration 160F: 3 clusters Score -7762017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -7762010.000000 Penalty: 5279.729004
	Iteration 161Q: 3 clusters Score -7762010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -7762007.500000 Penalty: 5279.729004
	Iteration 162Q: 3 clusters Score -7762008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -7762008.000000 Penalty: 5279.729004
	Iteration 163Q: 3 clusters Score -7762008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -7762012.000000 Penalty: 5279.729004
	Iteration 164Q: 3 clusters Score -7762012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -7762011.000000 Penalty: 5279.729004
	Iteration 165Q: 3 clusters Score -7762011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -7762012.000000 Penalty: 5279.729004
	Iteration 166Q: 3 clusters Score -7762012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -7762014.500000 Penalty: 5279.729004
	Iteration 167Q: 3 clusters Score -7762014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -7762016.500000 Penalty: 5279.729004
	Iteration 168Q: 3 clusters Score -7762016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -7762017.000000 Penalty: 5279.729004
	Iteration 169Q: 3 clusters Score -7762017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -7762017.000000 Penalty: 5279.729004
	Iteration 170Q: 3 clusters Score -7762017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -7762017.000000 Penalty: 5279.729004
	Iteration 171F: 3 clusters Score -7762017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Entering Unmasked Estep 
Score: -9198591.000000 Penalty: 2681.193115
	Iteration 0F: 2 clusters Score -9198591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -9166764.000000 Penalty: 5362.386230
	Iteration 0F: 3 clusters Score -9166764 nChanged 22862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -9179709.000000 Penalty: 5362.386230
	Iteration 1F: 3 clusters Score -9179709 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -9181353.000000 Penalty: 5362.386230
	Iteration 2F: 3 clusters Score -9181353 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -9184044.000000 Penalty: 5362.386230
	Iteration 3F: 3 clusters Score -9184044 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -9187641.000000 Penalty: 5362.386230
	Iteration 4F: 3 clusters Score -9187641 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -9191796.000000 Penalty: 5362.386230
	Iteration 5F: 3 clusters Score -9191796 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -9195711.000000 Penalty: 5362.386230
	Iteration 6F: 3 clusters Score -9195711 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -9198260.000000 Penalty: 5362.386230
	Iteration 7F: 3 clusters Score -9198260 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -9199087.000000 Penalty: 5362.386230
	Iteration 8Q: 3 clusters Score -9199087 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -9199484.000000 Penalty: 5362.386230
	Iteration 9Q: 3 clusters Score -9199484 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -9199606.000000 Penalty: 5362.386230
	Iteration 10Q: 3 clusters Score -9199606 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -9199685.000000 Penalty: 5362.386230
	Iteration 11Q: 3 clusters Score -9199685 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -9199677.000000 Penalty: 5362.386230
	Iteration 12Q: 3 clusters Score -9199677 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -9199699.000000 Penalty: 5362.386230
	Iteration 13Q: 3 clusters Score -9199699 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -9199692.000000 Penalty: 5362.386230
	Iteration 14Q: 3 clusters Score -9199692 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -9199725.000000 Penalty: 5362.386230
	Iteration 15Q: 3 clusters Score -9199725 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -9199726.000000 Penalty: 5362.386230
	Iteration 16Q: 3 clusters Score -9199726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -9199702.000000 Penalty: 5362.386230
	Iteration 17Q: 3 clusters Score -9199702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -9199709.000000 Penalty: 5362.386230
	Iteration 18Q: 3 clusters Score -9199709 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -9199717.000000 Penalty: 5362.386230
	Iteration 19Q: 3 clusters Score -9199717 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -9199712.000000 Penalty: 5362.386230
	Iteration 20F: 3 clusters Score -9199712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -9199708.000000 Penalty: 5362.386230
	Iteration 21Q: 3 clusters Score -9199708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -9199684.000000 Penalty: 5362.386230
	Iteration 22Q: 3 clusters Score -9199684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -9199685.000000 Penalty: 5362.386230
	Iteration 23Q: 3 clusters Score -9199685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -9199677.000000 Penalty: 5362.386230
	Iteration 24Q: 3 clusters Score -9199677 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -9199666.000000 Penalty: 5362.386230
	Iteration 25Q: 3 clusters Score -9199666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -9199644.000000 Penalty: 5362.386230
	Iteration 26Q: 3 clusters Score -9199644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -9199639.000000 Penalty: 5362.386230
	Iteration 27Q: 3 clusters Score -9199639 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -9199631.000000 Penalty: 5362.386230
	Iteration 28Q: 3 clusters Score -9199631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -9199649.000000 Penalty: 5362.386230
	Iteration 29Q: 3 clusters Score -9199649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -9199627.000000 Penalty: 5362.386230
	Iteration 30Q: 3 clusters Score -9199627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -9199631.000000 Penalty: 5362.386230
	Iteration 31Q: 3 clusters Score -9199631 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -9199634.000000 Penalty: 5362.386230
	Iteration 32Q: 3 clusters Score -9199634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -9199633.000000 Penalty: 5362.386230
	Iteration 33Q: 3 clusters Score -9199633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -9199632.000000 Penalty: 5362.386230
	Iteration 34Q: 3 clusters Score -9199632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -9199629.000000 Penalty: 5362.386230
	Iteration 35Q: 3 clusters Score -9199629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -9199635.000000 Penalty: 5362.386230
	Iteration 36Q: 3 clusters Score -9199635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -9199617.000000 Penalty: 5362.386230
	Iteration 37Q: 3 clusters Score -9199617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -9199620.000000 Penalty: 5362.386230
	Iteration 38Q: 3 clusters Score -9199620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -9199627.000000 Penalty: 5362.386230
	Iteration 39Q: 3 clusters Score -9199627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -9199620.000000 Penalty: 5362.386230
	Iteration 40F: 3 clusters Score -9199620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -9199617.000000 Penalty: 5362.386230
	Iteration 41Q: 3 clusters Score -9199617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -9199605.000000 Penalty: 5362.386230
	Iteration 42Q: 3 clusters Score -9199605 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -9199604.000000 Penalty: 5362.386230
	Iteration 43Q: 3 clusters Score -9199604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -9199582.000000 Penalty: 5362.386230
	Iteration 44Q: 3 clusters Score -9199582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -9199593.000000 Penalty: 5362.386230
	Iteration 45Q: 3 clusters Score -9199593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -9199587.000000 Penalty: 5362.386230
	Iteration 46Q: 3 clusters Score -9199587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -9199589.000000 Penalty: 5362.386230
	Iteration 47Q: 3 clusters Score -9199589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -9199579.000000 Penalty: 5362.386230
	Iteration 48Q: 3 clusters Score -9199579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -9199568.000000 Penalty: 5362.386230
	Iteration 49Q: 3 clusters Score -9199568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -9199567.000000 Penalty: 5362.386230
	Iteration 50Q: 3 clusters Score -9199567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -9199578.000000 Penalty: 5362.386230
	Iteration 51Q: 3 clusters Score -9199578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -9199572.000000 Penalty: 5362.386230
	Iteration 52Q: 3 clusters Score -9199572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -9199553.000000 Penalty: 5362.386230
	Iteration 53Q: 3 clusters Score -9199553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -9199552.000000 Penalty: 5362.386230
	Iteration 54Q: 3 clusters Score -9199552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -9199557.000000 Penalty: 5362.386230
	Iteration 55Q: 3 clusters Score -9199557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -9199561.000000 Penalty: 5362.386230
	Iteration 56Q: 3 clusters Score -9199561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -9199554.000000 Penalty: 5362.386230
	Iteration 57Q: 3 clusters Score -9199554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -9199563.000000 Penalty: 5362.386230
	Iteration 58Q: 3 clusters Score -9199563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -9199554.000000 Penalty: 5362.386230
	Iteration 59Q: 3 clusters Score -9199554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -9199550.000000 Penalty: 5362.386230
	Iteration 60F: 3 clusters Score -9199550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -9199543.000000 Penalty: 5362.386230
	Iteration 61Q: 3 clusters Score -9199543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -9199538.000000 Penalty: 5362.386230
	Iteration 62Q: 3 clusters Score -9199538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -9199544.000000 Penalty: 5362.386230
	Iteration 63Q: 3 clusters Score -9199544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -9199548.000000 Penalty: 5362.386230
	Iteration 64Q: 3 clusters Score -9199548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -9199549.000000 Penalty: 5362.386230
	Iteration 65Q: 3 clusters Score -9199549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -9199550.000000 Penalty: 5362.386230
	Iteration 66Q: 3 clusters Score -9199550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -9199550.000000 Penalty: 5362.386230
	Iteration 67Q: 3 clusters Score -9199550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -9199548.000000 Penalty: 5362.386230
	Iteration 68Q: 3 clusters Score -9199548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -9199544.000000 Penalty: 5362.386230
	Iteration 69Q: 3 clusters Score -9199544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -9199543.000000 Penalty: 5362.386230
	Iteration 70Q: 3 clusters Score -9199543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -9199534.000000 Penalty: 5362.386230
	Iteration 71Q: 3 clusters Score -9199534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -9199527.000000 Penalty: 5362.386230
	Iteration 72Q: 3 clusters Score -9199527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -9199534.000000 Penalty: 5362.386230
	Iteration 73Q: 3 clusters Score -9199534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -9199530.000000 Penalty: 5362.386230
	Iteration 74Q: 3 clusters Score -9199530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -9199544.000000 Penalty: 5362.386230
	Iteration 75Q: 3 clusters Score -9199544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -9199534.000000 Penalty: 5362.386230
	Iteration 76Q: 3 clusters Score -9199534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -9199528.000000 Penalty: 5362.386230
	Iteration 77Q: 3 clusters Score -9199528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -9199529.000000 Penalty: 5362.386230
	Iteration 78Q: 3 clusters Score -9199529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -9199528.000000 Penalty: 5362.386230
	Iteration 79Q: 3 clusters Score -9199528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -9199528.000000 Penalty: 5362.386230
	Iteration 80F: 3 clusters Score -9199528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 50008 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 5 contains 27609 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 24676 members 
Mstep: Class 8 contains 53294 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47577 members 
Mstep: Class 12 contains 39479 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 47023 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 55303 members 
Mstep: Class 19 contains 44915 members 
Mstep: Class 20 contains 46288 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 41966 members 
Mstep: Class 23 contains 16841 members 
Mstep: Class 24 contains 18213 members 
Mstep: Class 25 contains 32735 members 
Entering Unmasked Estep 
Score: -110148280.000000 Penalty: 82516.046875
Splitting cluster 23 changes total score from -110144472.000000 to -110148280.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 50008 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 5 contains 27609 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 24676 members 
Mstep: Class 8 contains 53294 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47577 members 
Mstep: Class 12 contains 39479 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 47023 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 55303 members 
Mstep: Class 19 contains 44915 members 
Mstep: Class 20 contains 46288 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 41966 members 
Mstep: Class 23 contains 16841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151112.000000 Penalty: 82516.046875
Iteration 79Q: 26 clusters Score -1.101511e+08 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 49809 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 5 contains 27709 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 24297 members 
Mstep: Class 8 contains 52019 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 47531 members 
Mstep: Class 12 contains 39755 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 46471 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 54928 members 
Mstep: Class 19 contains 44692 members 
Mstep: Class 20 contains 49529 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 41981 members 
Mstep: Class 23 contains 16725 members 
Mstep: Class 24 contains 18147 members 
Mstep: Class 25 contains 32516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153432.000000 Penalty: 82516.046875
Iteration 80F: 26 clusters Score -1.101534e+08 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 49524 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 5 contains 27566 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 23562 members 
Mstep: Class 8 contains 50238 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 47476 members 
Mstep: Class 12 contains 39763 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 45669 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 54940 members 
Mstep: Class 19 contains 44075 members 
Mstep: Class 20 contains 52887 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 41488 members 
Mstep: Class 23 contains 16808 members 
Mstep: Class 24 contains 19285 members 
Mstep: Class 25 contains 33133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155336.000000 Penalty: 82516.046875
Iteration 81Q: 26 clusters Score -1.101553e+08 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 49336 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 5 contains 27516 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 22849 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 47492 members 
Mstep: Class 12 contains 39818 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 45300 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 54953 members 
Mstep: Class 19 contains 43435 members 
Mstep: Class 20 contains 55564 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 41167 members 
Mstep: Class 23 contains 16971 members 
Mstep: Class 24 contains 20080 members 
Mstep: Class 25 contains 33326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155272.000000 Penalty: 82516.046875
Iteration 82Q: 26 clusters Score -1.101553e+08 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 49224 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 5 contains 27443 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 22153 members 
Mstep: Class 8 contains 47375 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 47528 members 
Mstep: Class 12 contains 39837 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 44942 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3243 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 54843 members 
Mstep: Class 19 contains 42819 members 
Mstep: Class 20 contains 57968 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 40998 members 
Mstep: Class 23 contains 17130 members 
Mstep: Class 24 contains 20962 members 
Mstep: Class 25 contains 33430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155424.000000 Penalty: 82516.046875
Iteration 83Q: 26 clusters Score -1.101554e+08 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 49314 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 5 contains 27354 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 21513 members 
Mstep: Class 8 contains 46655 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 47595 members 
Mstep: Class 12 contains 39878 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 44794 members 
Mstep: Class 15 contains 722 members 
Mstep: Class 16 contains 3213 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 54662 members 
Mstep: Class 19 contains 42237 members 
Mstep: Class 20 contains 59251 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 40947 members 
Mstep: Class 23 contains 17274 members 
Mstep: Class 24 contains 21785 members 
Mstep: Class 25 contains 33527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155552.000000 Penalty: 82516.046875
Iteration 84Q: 26 clusters Score -1.101556e+08 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 49534 members 
Mstep: Class 3 contains 1338 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 5 contains 27272 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 46472 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 47706 members 
Mstep: Class 12 contains 39899 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 44966 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 3176 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 54365 members 
Mstep: Class 19 contains 41742 members 
Mstep: Class 20 contains 59532 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 41005 members 
Mstep: Class 23 contains 17403 members 
Mstep: Class 24 contains 22469 members 
Mstep: Class 25 contains 33583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155824.000000 Penalty: 82516.046875
Iteration 85Q: 26 clusters Score -1.101558e+08 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 49701 members 
Mstep: Class 3 contains 1335 members 
Mstep: Class 4 contains 308 members 
Mstep: Class 5 contains 27266 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 20362 members 
Mstep: Class 8 contains 46490 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 47791 members 
Mstep: Class 12 contains 39950 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 45191 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 54092 members 
Mstep: Class 19 contains 41294 members 
Mstep: Class 20 contains 59558 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 41083 members 
Mstep: Class 23 contains 17533 members 
Mstep: Class 24 contains 23100 members 
Mstep: Class 25 contains 33609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155536.000000 Penalty: 82516.046875
Iteration 86Q: 26 clusters Score -1.101555e+08 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 49898 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 4 contains 308 members 
Mstep: Class 5 contains 27296 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 19861 members 
Mstep: Class 8 contains 46542 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47894 members 
Mstep: Class 12 contains 39975 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 45461 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 3105 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 53776 members 
Mstep: Class 19 contains 40861 members 
Mstep: Class 20 contains 59438 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 41222 members 
Mstep: Class 23 contains 17647 members 
Mstep: Class 24 contains 23702 members 
Mstep: Class 25 contains 33660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155896.000000 Penalty: 82516.046875
Iteration 87Q: 26 clusters Score -1.101559e+08 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 49960 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 308 members 
Mstep: Class 5 contains 27393 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 19380 members 
Mstep: Class 8 contains 46656 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47930 members 
Mstep: Class 12 contains 39966 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 45673 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 3078 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 53539 members 
Mstep: Class 19 contains 40472 members 
Mstep: Class 20 contains 59235 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 41375 members 
Mstep: Class 23 contains 17768 members 
Mstep: Class 24 contains 24263 members 
Mstep: Class 25 contains 33764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155984.000000 Penalty: 82516.046875
Iteration 88Q: 26 clusters Score -1.10156e+08 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 49926 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 308 members 
Mstep: Class 5 contains 27496 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 18928 members 
Mstep: Class 8 contains 46745 members 
Mstep: Class 9 contains 409 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47969 members 
Mstep: Class 12 contains 39916 members 
Mstep: Class 13 contains 501 members 
Mstep: Class 14 contains 45880 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 3059 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 53366 members 
Mstep: Class 19 contains 40100 members 
Mstep: Class 20 contains 59016 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 41597 members 
Mstep: Class 23 contains 17889 members 
Mstep: Class 24 contains 24771 members 
Mstep: Class 25 contains 33877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156352.000000 Penalty: 82516.046875
Iteration 89Q: 26 clusters Score -1.101564e+08 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 49907 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 27646 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 18503 members 
Mstep: Class 8 contains 46802 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47942 members 
Mstep: Class 12 contains 39874 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 46021 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 1083 members 
Mstep: Class 18 contains 53204 members 
Mstep: Class 19 contains 39753 members 
Mstep: Class 20 contains 58888 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 41779 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 25321 members 
Mstep: Class 25 contains 33969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157024.000000 Penalty: 82516.046875
Iteration 90Q: 26 clusters Score -1.10157e+08 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 49957 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 27787 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 18089 members 
Mstep: Class 8 contains 46887 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47874 members 
Mstep: Class 12 contains 39839 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 46105 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 53081 members 
Mstep: Class 19 contains 39425 members 
Mstep: Class 20 contains 58596 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 41911 members 
Mstep: Class 23 contains 18148 members 
Mstep: Class 24 contains 25945 members 
Mstep: Class 25 contains 34082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158000.000000 Penalty: 82516.046875
Iteration 91Q: 26 clusters Score -1.10158e+08 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 49977 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 27892 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 17708 members 
Mstep: Class 8 contains 46931 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47791 members 
Mstep: Class 12 contains 39851 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 46218 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2979 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 52950 members 
Mstep: Class 19 contains 39122 members 
Mstep: Class 20 contains 58336 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 42063 members 
Mstep: Class 23 contains 18268 members 
Mstep: Class 24 contains 26577 members 
Mstep: Class 25 contains 34182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158552.000000 Penalty: 82516.046875
Iteration 92Q: 26 clusters Score -1.101586e+08 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 50002 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 28017 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 17367 members 
Mstep: Class 8 contains 46892 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47715 members 
Mstep: Class 12 contains 39786 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 46285 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2965 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 52886 members 
Mstep: Class 19 contains 38842 members 
Mstep: Class 20 contains 58106 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 42176 members 
Mstep: Class 23 contains 18385 members 
Mstep: Class 24 contains 27210 members 
Mstep: Class 25 contains 34323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159296.000000 Penalty: 82516.046875
Iteration 93Q: 26 clusters Score -1.101593e+08 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 50004 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 28192 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 17055 members 
Mstep: Class 8 contains 46894 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47626 members 
Mstep: Class 12 contains 39678 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 46339 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 52837 members 
Mstep: Class 19 contains 38591 members 
Mstep: Class 20 contains 57829 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 42244 members 
Mstep: Class 23 contains 18492 members 
Mstep: Class 24 contains 27846 members 
Mstep: Class 25 contains 34452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159680.000000 Penalty: 82516.046875
Iteration 94Q: 26 clusters Score -1.101597e+08 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 50062 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 28372 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 16745 members 
Mstep: Class 8 contains 46793 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47564 members 
Mstep: Class 12 contains 39570 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 46356 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 52791 members 
Mstep: Class 19 contains 38369 members 
Mstep: Class 20 contains 57591 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 42265 members 
Mstep: Class 23 contains 18581 members 
Mstep: Class 24 contains 28496 members 
Mstep: Class 25 contains 34581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159728.000000 Penalty: 82516.046875
Iteration 95Q: 26 clusters Score -1.101597e+08 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 50072 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 28601 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 16422 members 
Mstep: Class 8 contains 46732 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47522 members 
Mstep: Class 12 contains 39450 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 46330 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2927 members 
Mstep: Class 17 contains 1081 members 
Mstep: Class 18 contains 52752 members 
Mstep: Class 19 contains 38148 members 
Mstep: Class 20 contains 57401 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 42334 members 
Mstep: Class 23 contains 18671 members 
Mstep: Class 24 contains 29135 members 
Mstep: Class 25 contains 34607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160024.000000 Penalty: 82516.046875
Iteration 96Q: 26 clusters Score -1.1016e+08 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 50101 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 28787 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 16122 members 
Mstep: Class 8 contains 46702 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47489 members 
Mstep: Class 12 contains 39357 members 
Mstep: Class 13 contains 480 members 
Mstep: Class 14 contains 46342 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2912 members 
Mstep: Class 17 contains 1083 members 
Mstep: Class 18 contains 52706 members 
Mstep: Class 19 contains 37927 members 
Mstep: Class 20 contains 57143 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 42451 members 
Mstep: Class 23 contains 18754 members 
Mstep: Class 24 contains 29679 members 
Mstep: Class 25 contains 34641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160544.000000 Penalty: 82516.046875
Iteration 97Q: 26 clusters Score -1.101605e+08 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 50092 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 29013 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 15850 members 
Mstep: Class 8 contains 46665 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47445 members 
Mstep: Class 12 contains 39201 members 
Mstep: Class 13 contains 480 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 1083 members 
Mstep: Class 18 contains 52658 members 
Mstep: Class 19 contains 37729 members 
Mstep: Class 20 contains 56860 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 42582 members 
Mstep: Class 23 contains 18846 members 
Mstep: Class 24 contains 30210 members 
Mstep: Class 25 contains 34686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160760.000000 Penalty: 82516.046875
Iteration 98Q: 26 clusters Score -1.101608e+08 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 50060 members 
Mstep: Class 3 contains 1298 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 29231 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 15560 members 
Mstep: Class 8 contains 46670 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47385 members 
Mstep: Class 12 contains 39068 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 46417 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2880 members 
Mstep: Class 17 contains 1083 members 
Mstep: Class 18 contains 52587 members 
Mstep: Class 19 contains 37536 members 
Mstep: Class 20 contains 56471 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 42703 members 
Mstep: Class 23 contains 18911 members 
Mstep: Class 24 contains 30807 members 
Mstep: Class 25 contains 34827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161480.000000 Penalty: 82516.046875
Iteration 99Q: 26 clusters Score -1.101615e+08 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 50095 members 
Mstep: Class 3 contains 1298 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 29429 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 15320 members 
Mstep: Class 8 contains 46680 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 47332 members 
Mstep: Class 12 contains 38936 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 46429 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 52519 members 
Mstep: Class 19 contains 37360 members 
Mstep: Class 20 contains 56049 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 42794 members 
Mstep: Class 23 contains 18992 members 
Mstep: Class 24 contains 31243 members 
Mstep: Class 25 contains 35022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162080.000000 Penalty: 82516.046875
Iteration 100F: 26 clusters Score -1.101621e+08 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 50079 members 
Mstep: Class 3 contains 1298 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 29615 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 15075 members 
Mstep: Class 8 contains 46640 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 47281 members 
Mstep: Class 12 contains 38804 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 46402 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2841 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 52491 members 
Mstep: Class 19 contains 37175 members 
Mstep: Class 20 contains 55317 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 42853 members 
Mstep: Class 23 contains 19074 members 
Mstep: Class 24 contains 32058 members 
Mstep: Class 25 contains 35266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162888.000000 Penalty: 82516.046875
Iteration 101Q: 26 clusters Score -1.101629e+08 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 50057 members 
Mstep: Class 3 contains 1295 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 29805 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 46496 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47240 members 
Mstep: Class 12 contains 38658 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 46351 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 52479 members 
Mstep: Class 19 contains 37003 members 
Mstep: Class 20 contains 54560 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 42914 members 
Mstep: Class 23 contains 19160 members 
Mstep: Class 24 contains 32872 members 
Mstep: Class 25 contains 35619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163800.000000 Penalty: 82516.046875
Iteration 102Q: 26 clusters Score -1.101638e+08 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 50035 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 30025 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 8 contains 46417 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47192 members 
Mstep: Class 12 contains 38515 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 46325 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2815 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 52455 members 
Mstep: Class 19 contains 36826 members 
Mstep: Class 20 contains 53687 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 42956 members 
Mstep: Class 23 contains 19272 members 
Mstep: Class 24 contains 33608 members 
Mstep: Class 25 contains 36010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164544.000000 Penalty: 82516.046875
Iteration 103Q: 26 clusters Score -1.101645e+08 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 50052 members 
Mstep: Class 3 contains 1290 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 30242 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 46283 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47143 members 
Mstep: Class 12 contains 38370 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 46321 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2807 members 
Mstep: Class 17 contains 1081 members 
Mstep: Class 18 contains 52383 members 
Mstep: Class 19 contains 36648 members 
Mstep: Class 20 contains 52723 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 43024 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 34328 members 
Mstep: Class 25 contains 36559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110165104.000000 Penalty: 82516.046875
Iteration 104Q: 26 clusters Score -1.101651e+08 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 50092 members 
Mstep: Class 3 contains 1289 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 30496 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 14071 members 
Mstep: Class 8 contains 46221 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47138 members 
Mstep: Class 12 contains 38199 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 46355 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 1081 members 
Mstep: Class 18 contains 52415 members 
Mstep: Class 19 contains 36460 members 
Mstep: Class 20 contains 51574 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 43144 members 
Mstep: Class 23 contains 19459 members 
Mstep: Class 24 contains 34907 members 
Mstep: Class 25 contains 37141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110165552.000000 Penalty: 82516.046875
Iteration 105Q: 26 clusters Score -1.101656e+08 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 50108 members 
Mstep: Class 3 contains 1289 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 30766 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 13863 members 
Mstep: Class 8 contains 46178 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47137 members 
Mstep: Class 12 contains 38038 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 46343 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2791 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 52443 members 
Mstep: Class 19 contains 36277 members 
Mstep: Class 20 contains 50519 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 43289 members 
Mstep: Class 23 contains 19529 members 
Mstep: Class 24 contains 35437 members 
Mstep: Class 25 contains 37707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166488.000000 Penalty: 82516.046875
Iteration 106Q: 26 clusters Score -1.101665e+08 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 50067 members 
Mstep: Class 3 contains 1289 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 31042 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 13651 members 
Mstep: Class 8 contains 46006 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47120 members 
Mstep: Class 12 contains 37899 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 46300 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 52415 members 
Mstep: Class 19 contains 36120 members 
Mstep: Class 20 contains 49645 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 43481 members 
Mstep: Class 23 contains 19592 members 
Mstep: Class 24 contains 35976 members 
Mstep: Class 25 contains 38305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166464.000000 Penalty: 82516.046875
Iteration 107Q: 26 clusters Score -1.101665e+08 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 50075 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 31347 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 45823 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47087 members 
Mstep: Class 12 contains 37748 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 46221 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 52386 members 
Mstep: Class 19 contains 36007 members 
Mstep: Class 20 contains 48812 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 43642 members 
Mstep: Class 23 contains 19646 members 
Mstep: Class 24 contains 36414 members 
Mstep: Class 25 contains 38932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167408.000000 Penalty: 82516.046875
Iteration 108Q: 26 clusters Score -1.101674e+08 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 50151 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 31677 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 13214 members 
Mstep: Class 8 contains 45617 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47063 members 
Mstep: Class 12 contains 37568 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 46076 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 52321 members 
Mstep: Class 19 contains 35939 members 
Mstep: Class 20 contains 48107 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 43794 members 
Mstep: Class 23 contains 19697 members 
Mstep: Class 24 contains 36809 members 
Mstep: Class 25 contains 39532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168328.000000 Penalty: 82516.046875
Iteration 109Q: 26 clusters Score -1.101683e+08 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 50145 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 12972 members 
Mstep: Class 8 contains 45384 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47078 members 
Mstep: Class 12 contains 37393 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 45936 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 52277 members 
Mstep: Class 19 contains 35868 members 
Mstep: Class 20 contains 47519 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 43970 members 
Mstep: Class 23 contains 19735 members 
Mstep: Class 24 contains 37073 members 
Mstep: Class 25 contains 40201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168592.000000 Penalty: 82516.046875
Iteration 110Q: 26 clusters Score -1.101686e+08 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 50118 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 32327 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 12716 members 
Mstep: Class 8 contains 45038 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47091 members 
Mstep: Class 12 contains 37201 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 45797 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 52260 members 
Mstep: Class 19 contains 35770 members 
Mstep: Class 20 contains 47139 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 44148 members 
Mstep: Class 23 contains 19810 members 
Mstep: Class 24 contains 37247 members 
Mstep: Class 25 contains 40888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169368.000000 Penalty: 82516.046875
Iteration 111Q: 26 clusters Score -1.101694e+08 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 50068 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 32741 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 44693 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47082 members 
Mstep: Class 12 contains 36983 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 45696 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 52193 members 
Mstep: Class 19 contains 35682 members 
Mstep: Class 20 contains 46803 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 44327 members 
Mstep: Class 23 contains 19853 members 
Mstep: Class 24 contains 37430 members 
Mstep: Class 25 contains 41558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170152.000000 Penalty: 82516.046875
Iteration 112Q: 26 clusters Score -1.101702e+08 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 49956 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 33096 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 12160 members 
Mstep: Class 8 contains 44403 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47092 members 
Mstep: Class 12 contains 36779 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 45604 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 52118 members 
Mstep: Class 19 contains 35623 members 
Mstep: Class 20 contains 46646 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 44451 members 
Mstep: Class 23 contains 19898 members 
Mstep: Class 24 contains 37474 members 
Mstep: Class 25 contains 42197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170784.000000 Penalty: 82516.046875
Iteration 113Q: 26 clusters Score -1.101708e+08 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 49844 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 33484 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 11898 members 
Mstep: Class 8 contains 44149 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47073 members 
Mstep: Class 12 contains 36583 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 45540 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 52058 members 
Mstep: Class 19 contains 35554 members 
Mstep: Class 20 contains 46395 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 44592 members 
Mstep: Class 23 contains 19961 members 
Mstep: Class 24 contains 37468 members 
Mstep: Class 25 contains 42888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171424.000000 Penalty: 82516.046875
Iteration 114Q: 26 clusters Score -1.101714e+08 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 49695 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 33947 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 11655 members 
Mstep: Class 8 contains 43872 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47083 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 45530 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 52014 members 
Mstep: Class 19 contains 35460 members 
Mstep: Class 20 contains 46122 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 44769 members 
Mstep: Class 23 contains 20011 members 
Mstep: Class 24 contains 37365 members 
Mstep: Class 25 contains 43536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171792.000000 Penalty: 82516.046875
Iteration 115Q: 26 clusters Score -1.101718e+08 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 49657 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 34405 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 11420 members 
Mstep: Class 8 contains 43591 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47089 members 
Mstep: Class 12 contains 36223 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 45523 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 51960 members 
Mstep: Class 19 contains 35393 members 
Mstep: Class 20 contains 45861 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 44917 members 
Mstep: Class 23 contains 20026 members 
Mstep: Class 24 contains 37158 members 
Mstep: Class 25 contains 44174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172384.000000 Penalty: 82516.046875
Iteration 116Q: 26 clusters Score -1.101724e+08 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 49618 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 34829 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 11209 members 
Mstep: Class 8 contains 43334 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47103 members 
Mstep: Class 12 contains 36121 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 45610 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 51904 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 45704 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 45044 members 
Mstep: Class 23 contains 20027 members 
Mstep: Class 24 contains 36749 members 
Mstep: Class 25 contains 44785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172760.000000 Penalty: 82516.046875
Iteration 117Q: 26 clusters Score -1.101728e+08 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 49475 members 
Mstep: Class 3 contains 1277 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 35247 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 11008 members 
Mstep: Class 8 contains 43230 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47091 members 
Mstep: Class 12 contains 35994 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 45777 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 51876 members 
Mstep: Class 19 contains 35226 members 
Mstep: Class 20 contains 45570 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 45148 members 
Mstep: Class 23 contains 20037 members 
Mstep: Class 24 contains 36252 members 
Mstep: Class 25 contains 45389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173064.000000 Penalty: 82516.046875
Iteration 118Q: 26 clusters Score -1.101731e+08 nChanged 4904
Entering ConstructFrom: 
Score: -110173064.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (46947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Entering Unmasked Estep 
Score: -8759687.000000 Penalty: 2667.680176
	Iteration 0F: 2 clusters Score -8759687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -8728589.000000 Penalty: 5335.360352
	Iteration 0F: 3 clusters Score -8728589 nChanged 21701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -8740678.000000 Penalty: 5335.360352
	Iteration 1F: 3 clusters Score -8740678 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -8741157.000000 Penalty: 5335.360352
	Iteration 2Q: 3 clusters Score -8741157 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -8741675.000000 Penalty: 5335.360352
	Iteration 3Q: 3 clusters Score -8741675 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -8742223.000000 Penalty: 5335.360352
	Iteration 4Q: 3 clusters Score -8742223 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -8742921.000000 Penalty: 5335.360352
	Iteration 5Q: 3 clusters Score -8742921 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -8743855.000000 Penalty: 5335.360352
	Iteration 6Q: 3 clusters Score -8743855 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -8745311.000000 Penalty: 5335.360352
	Iteration 7F: 3 clusters Score -8745311 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -8747422.000000 Penalty: 5335.360352
	Iteration 8F: 3 clusters Score -8747422 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -8750039.000000 Penalty: 5335.360352
	Iteration 9F: 3 clusters Score -8750039 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -8752457.000000 Penalty: 5335.360352
	Iteration 10F: 3 clusters Score -8752457 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -8754382.000000 Penalty: 5335.360352
	Iteration 11Q: 3 clusters Score -8754382 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -8755443.000000 Penalty: 5335.360352
	Iteration 12Q: 3 clusters Score -8755443 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8756186.000000 Penalty: 5335.360352
	Iteration 13Q: 3 clusters Score -8756186 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8756631.000000 Penalty: 5335.360352
	Iteration 14Q: 3 clusters Score -8756631 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8756980.000000 Penalty: 5335.360352
	Iteration 15Q: 3 clusters Score -8756980 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8757145.000000 Penalty: 5335.360352
	Iteration 16Q: 3 clusters Score -8757145 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8757236.000000 Penalty: 5335.360352
	Iteration 17Q: 3 clusters Score -8757236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8757298.000000 Penalty: 5335.360352
	Iteration 18Q: 3 clusters Score -8757298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8757331.000000 Penalty: 5335.360352
	Iteration 19Q: 3 clusters Score -8757331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8757346.000000 Penalty: 5335.360352
	Iteration 20F: 3 clusters Score -8757346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8757361.000000 Penalty: 5335.360352
	Iteration 21Q: 3 clusters Score -8757361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8757382.000000 Penalty: 5335.360352
	Iteration 22Q: 3 clusters Score -8757382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8757396.000000 Penalty: 5335.360352
	Iteration 23Q: 3 clusters Score -8757396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8757407.000000 Penalty: 5335.360352
	Iteration 24Q: 3 clusters Score -8757407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8757416.000000 Penalty: 5335.360352
	Iteration 25Q: 3 clusters Score -8757416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8757431.000000 Penalty: 5335.360352
	Iteration 26Q: 3 clusters Score -8757431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8757441.000000 Penalty: 5335.360352
	Iteration 27Q: 3 clusters Score -8757441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8757444.000000 Penalty: 5335.360352
	Iteration 28Q: 3 clusters Score -8757444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8757443.000000 Penalty: 5335.360352
	Iteration 29Q: 3 clusters Score -8757443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8757451.000000 Penalty: 5335.360352
	Iteration 30Q: 3 clusters Score -8757451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8757454.000000 Penalty: 5335.360352
	Iteration 31Q: 3 clusters Score -8757454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8757455.000000 Penalty: 5335.360352
	Iteration 32Q: 3 clusters Score -8757455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8757455.000000 Penalty: 5335.360352
	Iteration 33F: 3 clusters Score -8757455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Entering Unmasked Estep 
Score: -9240361.000000 Penalty: 2679.994629
	Iteration 0F: 2 clusters Score -9240361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -9209304.000000 Penalty: 5359.989258
	Iteration 0F: 3 clusters Score -9209304 nChanged 22750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -9221966.000000 Penalty: 5359.989258
	Iteration 1F: 3 clusters Score -9221966 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -9222712.000000 Penalty: 5359.989258
	Iteration 2Q: 3 clusters Score -9222712 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -9223569.000000 Penalty: 5359.989258
	Iteration 3Q: 3 clusters Score -9223569 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -9224586.000000 Penalty: 5359.989258
	Iteration 4Q: 3 clusters Score -9224586 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -9225927.000000 Penalty: 5359.989258
	Iteration 5F: 3 clusters Score -9225927 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -9228089.000000 Penalty: 5359.989258
	Iteration 6F: 3 clusters Score -9228089 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -9231187.000000 Penalty: 5359.989258
	Iteration 7F: 3 clusters Score -9231187 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -9234086.000000 Penalty: 5359.989258
	Iteration 8F: 3 clusters Score -9234086 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -9235504.000000 Penalty: 5359.989258
	Iteration 9Q: 3 clusters Score -9235504 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -9236040.000000 Penalty: 5359.989258
	Iteration 10Q: 3 clusters Score -9236040 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -9236368.000000 Penalty: 5359.989258
	Iteration 11Q: 3 clusters Score -9236368 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -9236592.000000 Penalty: 5359.989258
	Iteration 12Q: 3 clusters Score -9236592 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -9236771.000000 Penalty: 5359.989258
	Iteration 13Q: 3 clusters Score -9236771 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -9236903.000000 Penalty: 5359.989258
	Iteration 14Q: 3 clusters Score -9236903 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -9236981.000000 Penalty: 5359.989258
	Iteration 15Q: 3 clusters Score -9236981 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -9237049.000000 Penalty: 5359.989258
	Iteration 16Q: 3 clusters Score -9237049 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -9237096.000000 Penalty: 5359.989258
	Iteration 17Q: 3 clusters Score -9237096 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -9237117.000000 Penalty: 5359.989258
	Iteration 18Q: 3 clusters Score -9237117 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -9237162.000000 Penalty: 5359.989258
	Iteration 19Q: 3 clusters Score -9237162 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -9237186.000000 Penalty: 5359.989258
	Iteration 20F: 3 clusters Score -9237186 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -9237184.000000 Penalty: 5359.989258
	Iteration 21Q: 3 clusters Score -9237184 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -9237162.000000 Penalty: 5359.989258
	Iteration 22Q: 3 clusters Score -9237162 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -9237180.000000 Penalty: 5359.989258
	Iteration 23Q: 3 clusters Score -9237180 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -9237203.000000 Penalty: 5359.989258
	Iteration 24Q: 3 clusters Score -9237203 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -9237202.000000 Penalty: 5359.989258
	Iteration 25Q: 3 clusters Score -9237202 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -9237257.000000 Penalty: 5359.989258
	Iteration 26Q: 3 clusters Score -9237257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -9237264.000000 Penalty: 5359.989258
	Iteration 27Q: 3 clusters Score -9237264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -9237270.000000 Penalty: 5359.989258
	Iteration 28Q: 3 clusters Score -9237270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -9237261.000000 Penalty: 5359.989258
	Iteration 29Q: 3 clusters Score -9237261 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -9237263.000000 Penalty: 5359.989258
	Iteration 30Q: 3 clusters Score -9237263 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -9237268.000000 Penalty: 5359.989258
	Iteration 31Q: 3 clusters Score -9237268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -9237254.000000 Penalty: 5359.989258
	Iteration 32Q: 3 clusters Score -9237254 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -9237250.000000 Penalty: 5359.989258
	Iteration 33Q: 3 clusters Score -9237250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -9237246.000000 Penalty: 5359.989258
	Iteration 34Q: 3 clusters Score -9237246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -9237260.000000 Penalty: 5359.989258
	Iteration 35Q: 3 clusters Score -9237260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -9237258.000000 Penalty: 5359.989258
	Iteration 36Q: 3 clusters Score -9237258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -9237251.000000 Penalty: 5359.989258
	Iteration 37Q: 3 clusters Score -9237251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -9237230.000000 Penalty: 5359.989258
	Iteration 38Q: 3 clusters Score -9237230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -9237239.000000 Penalty: 5359.989258
	Iteration 39Q: 3 clusters Score -9237239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -9237248.000000 Penalty: 5359.989258
	Iteration 40F: 3 clusters Score -9237248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -9237239.000000 Penalty: 5359.989258
	Iteration 41Q: 3 clusters Score -9237239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -9237264.000000 Penalty: 5359.989258
	Iteration 42Q: 3 clusters Score -9237264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -9237259.000000 Penalty: 5359.989258
	Iteration 43Q: 3 clusters Score -9237259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -9237284.000000 Penalty: 5359.989258
	Iteration 44Q: 3 clusters Score -9237284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -9237283.000000 Penalty: 5359.989258
	Iteration 45Q: 3 clusters Score -9237283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -9237256.000000 Penalty: 5359.989258
	Iteration 46Q: 3 clusters Score -9237256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -9237272.000000 Penalty: 5359.989258
	Iteration 47Q: 3 clusters Score -9237272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -9237273.000000 Penalty: 5359.989258
	Iteration 48Q: 3 clusters Score -9237273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -9237271.000000 Penalty: 5359.989258
	Iteration 49Q: 3 clusters Score -9237271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -9237264.000000 Penalty: 5359.989258
	Iteration 50Q: 3 clusters Score -9237264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -9237255.000000 Penalty: 5359.989258
	Iteration 51Q: 3 clusters Score -9237255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -9237262.000000 Penalty: 5359.989258
	Iteration 52Q: 3 clusters Score -9237262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -9237239.000000 Penalty: 5359.989258
	Iteration 53Q: 3 clusters Score -9237239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -9237231.000000 Penalty: 5359.989258
	Iteration 54Q: 3 clusters Score -9237231 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -9237232.000000 Penalty: 5359.989258
	Iteration 55Q: 3 clusters Score -9237232 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -9237244.000000 Penalty: 5359.989258
	Iteration 56Q: 3 clusters Score -9237244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -9237273.000000 Penalty: 5359.989258
	Iteration 57Q: 3 clusters Score -9237273 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -9237256.000000 Penalty: 5359.989258
	Iteration 58Q: 3 clusters Score -9237256 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -9237276.000000 Penalty: 5359.989258
	Iteration 59Q: 3 clusters Score -9237276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -9237267.000000 Penalty: 5359.989258
	Iteration 60F: 3 clusters Score -9237267 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -9237281.000000 Penalty: 5359.989258
	Iteration 61Q: 3 clusters Score -9237281 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -9237272.000000 Penalty: 5359.989258
	Iteration 62Q: 3 clusters Score -9237272 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -9237250.000000 Penalty: 5359.989258
	Iteration 63Q: 3 clusters Score -9237250 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -9237269.000000 Penalty: 5359.989258
	Iteration 64Q: 3 clusters Score -9237269 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -9237277.000000 Penalty: 5359.989258
	Iteration 65Q: 3 clusters Score -9237277 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -9237299.000000 Penalty: 5359.989258
	Iteration 66Q: 3 clusters Score -9237299 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -9237273.000000 Penalty: 5359.989258
	Iteration 67Q: 3 clusters Score -9237273 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -9237294.000000 Penalty: 5359.989258
	Iteration 68Q: 3 clusters Score -9237294 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -9237301.000000 Penalty: 5359.989258
	Iteration 69Q: 3 clusters Score -9237301 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -9237295.000000 Penalty: 5359.989258
	Iteration 70Q: 3 clusters Score -9237295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -9237298.000000 Penalty: 5359.989258
	Iteration 71Q: 3 clusters Score -9237298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -9237272.000000 Penalty: 5359.989258
	Iteration 72Q: 3 clusters Score -9237272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -9237267.000000 Penalty: 5359.989258
	Iteration 73Q: 3 clusters Score -9237267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -9237262.000000 Penalty: 5359.989258
	Iteration 74Q: 3 clusters Score -9237262 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -9237271.000000 Penalty: 5359.989258
	Iteration 75Q: 3 clusters Score -9237271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -9237264.000000 Penalty: 5359.989258
	Iteration 76Q: 3 clusters Score -9237264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -9237284.000000 Penalty: 5359.989258
	Iteration 77Q: 3 clusters Score -9237284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -9237301.000000 Penalty: 5359.989258
	Iteration 78Q: 3 clusters Score -9237301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -9237290.000000 Penalty: 5359.989258
	Iteration 79Q: 3 clusters Score -9237290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -9237295.000000 Penalty: 5359.989258
	Iteration 80F: 3 clusters Score -9237295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -9237302.000000 Penalty: 5359.989258
	Iteration 81Q: 3 clusters Score -9237302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -9237298.000000 Penalty: 5359.989258
	Iteration 82Q: 3 clusters Score -9237298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -9237301.000000 Penalty: 5359.989258
	Iteration 83Q: 3 clusters Score -9237301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -9237306.000000 Penalty: 5359.989258
	Iteration 84Q: 3 clusters Score -9237306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -9237308.000000 Penalty: 5359.989258
	Iteration 85Q: 3 clusters Score -9237308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -9237307.000000 Penalty: 5359.989258
	Iteration 86Q: 3 clusters Score -9237307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -9237303.000000 Penalty: 5359.989258
	Iteration 87Q: 3 clusters Score -9237303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -9237305.000000 Penalty: 5359.989258
	Iteration 88Q: 3 clusters Score -9237305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -9237314.000000 Penalty: 5359.989258
	Iteration 89Q: 3 clusters Score -9237314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -9237306.000000 Penalty: 5359.989258
	Iteration 90Q: 3 clusters Score -9237306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -9237296.000000 Penalty: 5359.989258
	Iteration 91Q: 3 clusters Score -9237296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -9237292.000000 Penalty: 5359.989258
	Iteration 92Q: 3 clusters Score -9237292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -9237295.000000 Penalty: 5359.989258
	Iteration 93Q: 3 clusters Score -9237295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -9237283.000000 Penalty: 5359.989258
	Iteration 94Q: 3 clusters Score -9237283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -9237284.000000 Penalty: 5359.989258
	Iteration 95Q: 3 clusters Score -9237284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -9237284.000000 Penalty: 5359.989258
	Iteration 96F: 3 clusters Score -9237284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -206093.781250 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -206093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -203985.156250 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -203985.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -204337.187500 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -204337.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -204459.750000 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -204459.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -204576.593750 Penalty: 3547.136719
	Iteration 3F: 3 clusters Score -204576.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -204726.281250 Penalty: 3547.136719
	Iteration 4F: 3 clusters Score -204726.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -204928.156250 Penalty: 3547.136719
	Iteration 5F: 3 clusters Score -204928.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -205137.000000 Penalty: 3547.136719
	Iteration 6F: 3 clusters Score -205137 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -205291.531250 Penalty: 3547.136719
	Iteration 7F: 3 clusters Score -205291.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -205354.953125 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -205355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -205395.281250 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -205395.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -205419.031250 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -205419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -205428.828125 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -205428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -205430.593750 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -205430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -205434.734375 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -205434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -205434.734375 Penalty: 3547.136719
	Iteration 14F: 3 clusters Score -205434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -51528.132812 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -51528.13 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 153 members 
Entering Unmasked Estep 
Score: -50233.781250 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -50233.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50361.394531 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -50361.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50395.511719 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -50395.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50415.792969 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -50415.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50421.589844 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -50421.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50421.589844 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -50421.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Entering Unmasked Estep 
Score: -6649309.000000 Penalty: 2599.586914
	Iteration 0F: 2 clusters Score -6649309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -6624893.500000 Penalty: 5199.173828
	Iteration 0F: 3 clusters Score -6624894 nChanged 16321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -6633889.000000 Penalty: 5199.173828
	Iteration 1F: 3 clusters Score -6633889 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -6634398.500000 Penalty: 5199.173828
	Iteration 2Q: 3 clusters Score -6634398 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -6634868.000000 Penalty: 5199.173828
	Iteration 3Q: 3 clusters Score -6634868 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -6635347.500000 Penalty: 5199.173828
	Iteration 4Q: 3 clusters Score -6635348 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -6636029.500000 Penalty: 5199.173828
	Iteration 5Q: 3 clusters Score -6636030 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -6637009.500000 Penalty: 5199.173828
	Iteration 6F: 3 clusters Score -6637010 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -6638456.500000 Penalty: 5199.173828
	Iteration 7F: 3 clusters Score -6638456 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -6640361.500000 Penalty: 5199.173828
	Iteration 8F: 3 clusters Score -6640362 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -6642539.000000 Penalty: 5199.173828
	Iteration 9F: 3 clusters Score -6642539 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -6644500.500000 Penalty: 5199.173828
	Iteration 10F: 3 clusters Score -6644500 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -6645755.000000 Penalty: 5199.173828
	Iteration 11Q: 3 clusters Score -6645755 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -6646374.000000 Penalty: 5199.173828
	Iteration 12Q: 3 clusters Score -6646374 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -6646657.500000 Penalty: 5199.173828
	Iteration 13Q: 3 clusters Score -6646658 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -6646791.000000 Penalty: 5199.173828
	Iteration 14Q: 3 clusters Score -6646791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -6646854.000000 Penalty: 5199.173828
	Iteration 15Q: 3 clusters Score -6646854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -6646897.500000 Penalty: 5199.173828
	Iteration 16Q: 3 clusters Score -6646898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -6646923.000000 Penalty: 5199.173828
	Iteration 17Q: 3 clusters Score -6646923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -6646951.000000 Penalty: 5199.173828
	Iteration 18Q: 3 clusters Score -6646951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -6646979.000000 Penalty: 5199.173828
	Iteration 19Q: 3 clusters Score -6646979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -6647003.500000 Penalty: 5199.173828
	Iteration 20F: 3 clusters Score -6647004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -6647032.500000 Penalty: 5199.173828
	Iteration 21Q: 3 clusters Score -6647032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -6647051.500000 Penalty: 5199.173828
	Iteration 22Q: 3 clusters Score -6647052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -6647061.000000 Penalty: 5199.173828
	Iteration 23Q: 3 clusters Score -6647061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -6647055.500000 Penalty: 5199.173828
	Iteration 24Q: 3 clusters Score -6647056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -6647059.500000 Penalty: 5199.173828
	Iteration 25Q: 3 clusters Score -6647060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -6647063.500000 Penalty: 5199.173828
	Iteration 26Q: 3 clusters Score -6647064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -6647063.500000 Penalty: 5199.173828
	Iteration 27Q: 3 clusters Score -6647064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -6647063.500000 Penalty: 5199.173828
	Iteration 28F: 3 clusters Score -6647064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26795.060547 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -26795.06 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 175 members 
Entering Unmasked Estep 
Score: -25654.736328 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -25654.74 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25962.189453 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -25962.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26092.486328 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -26092.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26155.005859 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -26155.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26230.322266 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -26230.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26306.455078 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -26306.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26368.458984 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -26368.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26450.455078 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -26450.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26461.808594 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -26461.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26468.005859 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -26468.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26469.250000 Penalty: 2885.287109
	Iteration 10F: 3 clusters Score -26469.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26510.001953 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -26510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26510.001953 Penalty: 2885.287109
	Iteration 12F: 3 clusters Score -26510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Entering Unmasked Estep 
Score: -2016910.000000 Penalty: 2303.847168
	Iteration 0F: 2 clusters Score -2016910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2008747.750000 Penalty: 4607.694336
	Iteration 0F: 3 clusters Score -2008748 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2011096.750000 Penalty: 4607.694336
	Iteration 1F: 3 clusters Score -2011097 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2011402.125000 Penalty: 4607.694336
	Iteration 2F: 3 clusters Score -2011402 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2011628.875000 Penalty: 4607.694336
	Iteration 3Q: 3 clusters Score -2011629 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2011824.750000 Penalty: 4607.694336
	Iteration 4Q: 3 clusters Score -2011825 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2012005.000000 Penalty: 4607.694336
	Iteration 5Q: 3 clusters Score -2012005 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2012222.250000 Penalty: 4607.694336
	Iteration 6Q: 3 clusters Score -2012222 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2012435.875000 Penalty: 4607.694336
	Iteration 7Q: 3 clusters Score -2012436 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2012651.500000 Penalty: 4607.694336
	Iteration 8Q: 3 clusters Score -2012652 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2012889.125000 Penalty: 4607.694336
	Iteration 9Q: 3 clusters Score -2012889 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2013163.000000 Penalty: 4607.694336
	Iteration 10Q: 3 clusters Score -2013163 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2013433.625000 Penalty: 4607.694336
	Iteration 11Q: 3 clusters Score -2013434 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2013691.250000 Penalty: 4607.694336
	Iteration 12Q: 3 clusters Score -2013691 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2013953.250000 Penalty: 4607.694336
	Iteration 13Q: 3 clusters Score -2013953 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2014160.625000 Penalty: 4607.694336
	Iteration 14Q: 3 clusters Score -2014161 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2014315.125000 Penalty: 4607.694336
	Iteration 15Q: 3 clusters Score -2014315 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2014436.125000 Penalty: 4607.694336
	Iteration 16Q: 3 clusters Score -2014436 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2014532.625000 Penalty: 4607.694336
	Iteration 17Q: 3 clusters Score -2014533 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2014595.000000 Penalty: 4607.694336
	Iteration 18Q: 3 clusters Score -2014595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2014668.625000 Penalty: 4607.694336
	Iteration 19Q: 3 clusters Score -2014669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2014724.750000 Penalty: 4607.694336
	Iteration 20F: 3 clusters Score -2014725 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2014774.625000 Penalty: 4607.694336
	Iteration 21Q: 3 clusters Score -2014775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2014819.375000 Penalty: 4607.694336
	Iteration 22Q: 3 clusters Score -2014819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2014839.500000 Penalty: 4607.694336
	Iteration 23Q: 3 clusters Score -2014840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2014854.375000 Penalty: 4607.694336
	Iteration 24Q: 3 clusters Score -2014854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2014864.750000 Penalty: 4607.694336
	Iteration 25Q: 3 clusters Score -2014865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2014873.625000 Penalty: 4607.694336
	Iteration 26Q: 3 clusters Score -2014874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2014881.750000 Penalty: 4607.694336
	Iteration 27Q: 3 clusters Score -2014882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2014885.250000 Penalty: 4607.694336
	Iteration 28Q: 3 clusters Score -2014885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2014887.500000 Penalty: 4607.694336
	Iteration 29Q: 3 clusters Score -2014888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2014891.500000 Penalty: 4607.694336
	Iteration 30Q: 3 clusters Score -2014892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2014895.250000 Penalty: 4607.694336
	Iteration 31Q: 3 clusters Score -2014895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2014900.750000 Penalty: 4607.694336
	Iteration 32Q: 3 clusters Score -2014901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2014903.500000 Penalty: 4607.694336
	Iteration 33Q: 3 clusters Score -2014904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2014904.625000 Penalty: 4607.694336
	Iteration 34Q: 3 clusters Score -2014905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2014905.625000 Penalty: 4607.694336
	Iteration 35Q: 3 clusters Score -2014906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2014907.625000 Penalty: 4607.694336
	Iteration 36Q: 3 clusters Score -2014908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2014908.500000 Penalty: 4607.694336
	Iteration 37Q: 3 clusters Score -2014908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2014912.250000 Penalty: 4607.694336
	Iteration 38Q: 3 clusters Score -2014912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2014914.000000 Penalty: 4607.694336
	Iteration 39Q: 3 clusters Score -2014914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2014918.125000 Penalty: 4607.694336
	Iteration 40F: 3 clusters Score -2014918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2014920.750000 Penalty: 4607.694336
	Iteration 41Q: 3 clusters Score -2014921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2014921.250000 Penalty: 4607.694336
	Iteration 42Q: 3 clusters Score -2014921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2014926.000000 Penalty: 4607.694336
	Iteration 43Q: 3 clusters Score -2014926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2014924.250000 Penalty: 4607.694336
	Iteration 44Q: 3 clusters Score -2014924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2014924.250000 Penalty: 4607.694336
	Iteration 45F: 3 clusters Score -2014924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Entering Unmasked Estep 
Score: -8086020.000000 Penalty: 2646.545898
	Iteration 0F: 2 clusters Score -8086020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -8057133.000000 Penalty: 5293.091797
	Iteration 0F: 3 clusters Score -8057133 nChanged 19858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -8067890.500000 Penalty: 5293.091797
	Iteration 1F: 3 clusters Score -8067890 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -8068371.500000 Penalty: 5293.091797
	Iteration 2Q: 3 clusters Score -8068372 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -8068804.500000 Penalty: 5293.091797
	Iteration 3Q: 3 clusters Score -8068804 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -8069203.000000 Penalty: 5293.091797
	Iteration 4Q: 3 clusters Score -8069203 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8069612.000000 Penalty: 5293.091797
	Iteration 5Q: 3 clusters Score -8069612 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -8070055.500000 Penalty: 5293.091797
	Iteration 6Q: 3 clusters Score -8070056 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -8070619.000000 Penalty: 5293.091797
	Iteration 7Q: 3 clusters Score -8070619 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -8071424.500000 Penalty: 5293.091797
	Iteration 8Q: 3 clusters Score -8071424 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -8072643.500000 Penalty: 5293.091797
	Iteration 9Q: 3 clusters Score -8072644 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -8074386.500000 Penalty: 5293.091797
	Iteration 10F: 3 clusters Score -8074386 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -8076365.000000 Penalty: 5293.091797
	Iteration 11F: 3 clusters Score -8076365 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -8077878.500000 Penalty: 5293.091797
	Iteration 12F: 3 clusters Score -8077878 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -8078696.500000 Penalty: 5293.091797
	Iteration 13Q: 3 clusters Score -8078696 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -8079260.500000 Penalty: 5293.091797
	Iteration 14Q: 3 clusters Score -8079260 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -8079756.000000 Penalty: 5293.091797
	Iteration 15Q: 3 clusters Score -8079756 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -8080232.000000 Penalty: 5293.091797
	Iteration 16Q: 3 clusters Score -8080232 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -8080631.000000 Penalty: 5293.091797
	Iteration 17Q: 3 clusters Score -8080631 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -8080933.500000 Penalty: 5293.091797
	Iteration 18Q: 3 clusters Score -8080934 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -8081219.500000 Penalty: 5293.091797
	Iteration 19Q: 3 clusters Score -8081220 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -8081447.500000 Penalty: 5293.091797
	Iteration 20F: 3 clusters Score -8081448 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -8081581.500000 Penalty: 5293.091797
	Iteration 21Q: 3 clusters Score -8081582 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -8081711.500000 Penalty: 5293.091797
	Iteration 22Q: 3 clusters Score -8081712 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -8081801.000000 Penalty: 5293.091797
	Iteration 23Q: 3 clusters Score -8081801 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -8081844.000000 Penalty: 5293.091797
	Iteration 24Q: 3 clusters Score -8081844 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -8081909.500000 Penalty: 5293.091797
	Iteration 25Q: 3 clusters Score -8081910 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -8081928.500000 Penalty: 5293.091797
	Iteration 26Q: 3 clusters Score -8081928 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -8081910.000000 Penalty: 5293.091797
	Iteration 27Q: 3 clusters Score -8081910 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -8081930.000000 Penalty: 5293.091797
	Iteration 28Q: 3 clusters Score -8081930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -8081945.500000 Penalty: 5293.091797
	Iteration 29Q: 3 clusters Score -8081946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -8081970.000000 Penalty: 5293.091797
	Iteration 30Q: 3 clusters Score -8081970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -8081988.500000 Penalty: 5293.091797
	Iteration 31Q: 3 clusters Score -8081988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -8081987.000000 Penalty: 5293.091797
	Iteration 32Q: 3 clusters Score -8081987 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -8081981.500000 Penalty: 5293.091797
	Iteration 33Q: 3 clusters Score -8081982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -8081982.000000 Penalty: 5293.091797
	Iteration 34Q: 3 clusters Score -8081982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -8082003.500000 Penalty: 5293.091797
	Iteration 35Q: 3 clusters Score -8082004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -8081987.500000 Penalty: 5293.091797
	Iteration 36Q: 3 clusters Score -8081988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -8081990.500000 Penalty: 5293.091797
	Iteration 37Q: 3 clusters Score -8081990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -8082015.000000 Penalty: 5293.091797
	Iteration 38Q: 3 clusters Score -8082015 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -8082010.000000 Penalty: 5293.091797
	Iteration 39Q: 3 clusters Score -8082010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -8082002.000000 Penalty: 5293.091797
	Iteration 40F: 3 clusters Score -8082002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -8081983.500000 Penalty: 5293.091797
	Iteration 41Q: 3 clusters Score -8081984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -8081990.500000 Penalty: 5293.091797
	Iteration 42Q: 3 clusters Score -8081990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -8081983.000000 Penalty: 5293.091797
	Iteration 43Q: 3 clusters Score -8081983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -8081990.500000 Penalty: 5293.091797
	Iteration 44Q: 3 clusters Score -8081990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -8081987.000000 Penalty: 5293.091797
	Iteration 45Q: 3 clusters Score -8081987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -8081991.500000 Penalty: 5293.091797
	Iteration 46Q: 3 clusters Score -8081992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -8081993.000000 Penalty: 5293.091797
	Iteration 47Q: 3 clusters Score -8081993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -8081983.500000 Penalty: 5293.091797
	Iteration 48Q: 3 clusters Score -8081984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -8081984.500000 Penalty: 5293.091797
	Iteration 49Q: 3 clusters Score -8081984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -8081994.000000 Penalty: 5293.091797
	Iteration 50Q: 3 clusters Score -8081994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -8081990.000000 Penalty: 5293.091797
	Iteration 51Q: 3 clusters Score -8081990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -8081999.000000 Penalty: 5293.091797
	Iteration 52Q: 3 clusters Score -8081999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -8082002.000000 Penalty: 5293.091797
	Iteration 53Q: 3 clusters Score -8082002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -8082009.000000 Penalty: 5293.091797
	Iteration 54Q: 3 clusters Score -8082009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -8082016.000000 Penalty: 5293.091797
	Iteration 55Q: 3 clusters Score -8082016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -8082012.000000 Penalty: 5293.091797
	Iteration 56Q: 3 clusters Score -8082012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -8082013.000000 Penalty: 5293.091797
	Iteration 57Q: 3 clusters Score -8082013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -8082011.500000 Penalty: 5293.091797
	Iteration 58Q: 3 clusters Score -8082012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -8082014.500000 Penalty: 5293.091797
	Iteration 59Q: 3 clusters Score -8082014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -8082014.500000 Penalty: 5293.091797
	Iteration 60F: 3 clusters Score -8082014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -56391.605469 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -56391.61 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 214 members 
Entering Unmasked Estep 
Score: -55069.375000 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -55069.38 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55405.828125 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -55405.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55743.410156 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -55743.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55841.660156 Penalty: 2973.004883
	Iteration 3F: 3 clusters Score -55841.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55935.496094 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -55935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55984.039062 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -55984.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56011.339844 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -56011.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56018.468750 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -56018.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56033.917969 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -56033.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56038.019531 Penalty: 2973.004883
	Iteration 9Q: 3 clusters Score -56038.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56040.234375 Penalty: 2973.004883
	Iteration 10Q: 3 clusters Score -56040.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56040.234375 Penalty: 2973.004883
	Iteration 11F: 3 clusters Score -56040.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -57477.996094 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -57478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56005.617188 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -56005.62 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56239.136719 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -56239.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56376.320312 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -56376.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56523.042969 Penalty: 3101.899170
	Iteration 3F: 3 clusters Score -56523.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56572.437500 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -56572.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56589.218750 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -56589.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56629.949219 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -56629.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56667.878906 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -56667.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56707.398438 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -56707.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56726.730469 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -56726.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56741.250000 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -56741.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56750.265625 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -56750.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56758.402344 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -56758.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56758.402344 Penalty: 3101.899170
	Iteration 13F: 3 clusters Score -56758.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Entering Unmasked Estep 
Score: -8758842.000000 Penalty: 2668.312988
	Iteration 0F: 2 clusters Score -8758842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -8728618.000000 Penalty: 5336.625977
	Iteration 0F: 3 clusters Score -8728618 nChanged 21652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8740395.000000 Penalty: 5336.625977
	Iteration 1F: 3 clusters Score -8740395 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -8740994.000000 Penalty: 5336.625977
	Iteration 2Q: 3 clusters Score -8740994 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -8741646.000000 Penalty: 5336.625977
	Iteration 3Q: 3 clusters Score -8741646 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -8742499.000000 Penalty: 5336.625977
	Iteration 4Q: 3 clusters Score -8742499 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -8743599.000000 Penalty: 5336.625977
	Iteration 5Q: 3 clusters Score -8743599 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -8745128.000000 Penalty: 5336.625977
	Iteration 6F: 3 clusters Score -8745128 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -8747241.000000 Penalty: 5336.625977
	Iteration 7F: 3 clusters Score -8747241 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -8749914.000000 Penalty: 5336.625977
	Iteration 8F: 3 clusters Score -8749914 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -8752405.000000 Penalty: 5336.625977
	Iteration 9F: 3 clusters Score -8752405 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -8754535.000000 Penalty: 5336.625977
	Iteration 10F: 3 clusters Score -8754535 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -8755875.000000 Penalty: 5336.625977
	Iteration 11Q: 3 clusters Score -8755875 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -8756440.000000 Penalty: 5336.625977
	Iteration 12Q: 3 clusters Score -8756440 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -8756781.000000 Penalty: 5336.625977
	Iteration 13Q: 3 clusters Score -8756781 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -8756952.000000 Penalty: 5336.625977
	Iteration 14Q: 3 clusters Score -8756952 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -8757112.000000 Penalty: 5336.625977
	Iteration 15Q: 3 clusters Score -8757112 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -8757186.000000 Penalty: 5336.625977
	Iteration 16Q: 3 clusters Score -8757186 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -8757204.000000 Penalty: 5336.625977
	Iteration 17Q: 3 clusters Score -8757204 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -8757271.000000 Penalty: 5336.625977
	Iteration 18Q: 3 clusters Score -8757271 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8757297.000000 Penalty: 5336.625977
	Iteration 19Q: 3 clusters Score -8757297 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8757300.000000 Penalty: 5336.625977
	Iteration 20F: 3 clusters Score -8757300 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8757317.000000 Penalty: 5336.625977
	Iteration 21Q: 3 clusters Score -8757317 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8757325.000000 Penalty: 5336.625977
	Iteration 22Q: 3 clusters Score -8757325 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8757328.000000 Penalty: 5336.625977
	Iteration 23Q: 3 clusters Score -8757328 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8757324.000000 Penalty: 5336.625977
	Iteration 24Q: 3 clusters Score -8757324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8757306.000000 Penalty: 5336.625977
	Iteration 25Q: 3 clusters Score -8757306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8757270.000000 Penalty: 5336.625977
	Iteration 26Q: 3 clusters Score -8757270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8757273.000000 Penalty: 5336.625977
	Iteration 27Q: 3 clusters Score -8757273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8757262.000000 Penalty: 5336.625977
	Iteration 28Q: 3 clusters Score -8757262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8757245.000000 Penalty: 5336.625977
	Iteration 29Q: 3 clusters Score -8757245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8757244.000000 Penalty: 5336.625977
	Iteration 30Q: 3 clusters Score -8757244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8757255.000000 Penalty: 5336.625977
	Iteration 31Q: 3 clusters Score -8757255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8757262.000000 Penalty: 5336.625977
	Iteration 32Q: 3 clusters Score -8757262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8757261.000000 Penalty: 5336.625977
	Iteration 33Q: 3 clusters Score -8757261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8757264.000000 Penalty: 5336.625977
	Iteration 34Q: 3 clusters Score -8757264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8757263.000000 Penalty: 5336.625977
	Iteration 35Q: 3 clusters Score -8757263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8757284.000000 Penalty: 5336.625977
	Iteration 36Q: 3 clusters Score -8757284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8757278.000000 Penalty: 5336.625977
	Iteration 37Q: 3 clusters Score -8757278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8757282.000000 Penalty: 5336.625977
	Iteration 38Q: 3 clusters Score -8757282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8757285.000000 Penalty: 5336.625977
	Iteration 39Q: 3 clusters Score -8757285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8757282.000000 Penalty: 5336.625977
	Iteration 40F: 3 clusters Score -8757282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8757284.000000 Penalty: 5336.625977
	Iteration 41Q: 3 clusters Score -8757284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8757286.000000 Penalty: 5336.625977
	Iteration 42Q: 3 clusters Score -8757286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8757284.000000 Penalty: 5336.625977
	Iteration 43Q: 3 clusters Score -8757284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8757290.000000 Penalty: 5336.625977
	Iteration 44Q: 3 clusters Score -8757290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8757293.000000 Penalty: 5336.625977
	Iteration 45Q: 3 clusters Score -8757293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8757288.000000 Penalty: 5336.625977
	Iteration 46Q: 3 clusters Score -8757288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8757289.000000 Penalty: 5336.625977
	Iteration 47Q: 3 clusters Score -8757289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8757286.000000 Penalty: 5336.625977
	Iteration 48Q: 3 clusters Score -8757286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8757282.000000 Penalty: 5336.625977
	Iteration 49Q: 3 clusters Score -8757282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8757284.000000 Penalty: 5336.625977
	Iteration 50Q: 3 clusters Score -8757284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8757284.000000 Penalty: 5336.625977
	Iteration 51F: 3 clusters Score -8757284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Entering Unmasked Estep 
Score: -6648604.500000 Penalty: 2600.606689
	Iteration 0F: 2 clusters Score -6648604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -6624185.500000 Penalty: 5201.213379
	Iteration 0F: 3 clusters Score -6624186 nChanged 16352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -6633090.500000 Penalty: 5201.213379
	Iteration 1F: 3 clusters Score -6633090 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -6633648.500000 Penalty: 5201.213379
	Iteration 2Q: 3 clusters Score -6633648 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -6634228.000000 Penalty: 5201.213379
	Iteration 3Q: 3 clusters Score -6634228 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -6634888.000000 Penalty: 5201.213379
	Iteration 4Q: 3 clusters Score -6634888 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -6635802.000000 Penalty: 5201.213379
	Iteration 5Q: 3 clusters Score -6635802 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -6637241.000000 Penalty: 5201.213379
	Iteration 6F: 3 clusters Score -6637241 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6639192.000000 Penalty: 5201.213379
	Iteration 7F: 3 clusters Score -6639192 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -6641534.500000 Penalty: 5201.213379
	Iteration 8F: 3 clusters Score -6641534 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -6643738.000000 Penalty: 5201.213379
	Iteration 9F: 3 clusters Score -6643738 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -6645392.000000 Penalty: 5201.213379
	Iteration 10Q: 3 clusters Score -6645392 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -6646274.500000 Penalty: 5201.213379
	Iteration 11Q: 3 clusters Score -6646274 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -6646613.500000 Penalty: 5201.213379
	Iteration 12Q: 3 clusters Score -6646614 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -6646756.500000 Penalty: 5201.213379
	Iteration 13Q: 3 clusters Score -6646756 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -6646822.500000 Penalty: 5201.213379
	Iteration 14Q: 3 clusters Score -6646822 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -6646917.000000 Penalty: 5201.213379
	Iteration 15Q: 3 clusters Score -6646917 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -6646951.000000 Penalty: 5201.213379
	Iteration 16Q: 3 clusters Score -6646951 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -6646973.500000 Penalty: 5201.213379
	Iteration 17Q: 3 clusters Score -6646974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -6646981.000000 Penalty: 5201.213379
	Iteration 18Q: 3 clusters Score -6646981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -6646987.500000 Penalty: 5201.213379
	Iteration 19Q: 3 clusters Score -6646988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -6647008.000000 Penalty: 5201.213379
	Iteration 20F: 3 clusters Score -6647008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -6647024.000000 Penalty: 5201.213379
	Iteration 21Q: 3 clusters Score -6647024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -6647034.000000 Penalty: 5201.213379
	Iteration 22Q: 3 clusters Score -6647034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -6647043.500000 Penalty: 5201.213379
	Iteration 23Q: 3 clusters Score -6647044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -6647043.000000 Penalty: 5201.213379
	Iteration 24Q: 3 clusters Score -6647043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -6647054.500000 Penalty: 5201.213379
	Iteration 25Q: 3 clusters Score -6647054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -6647055.500000 Penalty: 5201.213379
	Iteration 26Q: 3 clusters Score -6647056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -6647060.000000 Penalty: 5201.213379
	Iteration 27Q: 3 clusters Score -6647060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -6647058.000000 Penalty: 5201.213379
	Iteration 28Q: 3 clusters Score -6647058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -6647057.000000 Penalty: 5201.213379
	Iteration 29Q: 3 clusters Score -6647057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -6647056.000000 Penalty: 5201.213379
	Iteration 30Q: 3 clusters Score -6647056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -6647055.500000 Penalty: 5201.213379
	Iteration 31Q: 3 clusters Score -6647056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -6647055.500000 Penalty: 5201.213379
	Iteration 32F: 3 clusters Score -6647056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -78673.914062 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -78673.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -77198.906250 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -77198.91 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -77408.226562 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -77408.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77535.007812 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -77535.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77632.414062 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -77632.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77723.531250 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -77723.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77802.343750 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -77802.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77833.515625 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -77833.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77844.304688 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -77844.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77863.742188 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -77863.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77866.843750 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -77866.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77869.195312 Penalty: 3053.861572
	Iteration 10Q: 3 clusters Score -77869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77872.953125 Penalty: 3053.861572
	Iteration 11Q: 3 clusters Score -77872.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77879.882812 Penalty: 3053.861572
	Iteration 12Q: 3 clusters Score -77879.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77879.882812 Penalty: 3053.861572
	Iteration 13F: 3 clusters Score -77879.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Entering Unmasked Estep 
Score: -8607358.000000 Penalty: 2661.962402
	Iteration 0F: 2 clusters Score -8607358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -8577299.000000 Penalty: 5323.924805
	Iteration 0F: 3 clusters Score -8577299 nChanged 20951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -8588812.000000 Penalty: 5323.924805
	Iteration 1F: 3 clusters Score -8588812 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -8589591.000000 Penalty: 5323.924805
	Iteration 2Q: 3 clusters Score -8589591 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -8590489.000000 Penalty: 5323.924805
	Iteration 3Q: 3 clusters Score -8590489 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -8591833.000000 Penalty: 5323.924805
	Iteration 4F: 3 clusters Score -8591833 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -8593578.000000 Penalty: 5323.924805
	Iteration 5F: 3 clusters Score -8593578 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -8596091.000000 Penalty: 5323.924805
	Iteration 6F: 3 clusters Score -8596091 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -8599011.000000 Penalty: 5323.924805
	Iteration 7F: 3 clusters Score -8599011 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -8601506.000000 Penalty: 5323.924805
	Iteration 8F: 3 clusters Score -8601506 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8603310.000000 Penalty: 5323.924805
	Iteration 9Q: 3 clusters Score -8603310 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8604259.000000 Penalty: 5323.924805
	Iteration 10Q: 3 clusters Score -8604259 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8604666.000000 Penalty: 5323.924805
	Iteration 11Q: 3 clusters Score -8604666 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8604785.000000 Penalty: 5323.924805
	Iteration 12Q: 3 clusters Score -8604785 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8604857.000000 Penalty: 5323.924805
	Iteration 13Q: 3 clusters Score -8604857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8604895.000000 Penalty: 5323.924805
	Iteration 14Q: 3 clusters Score -8604895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8604943.000000 Penalty: 5323.924805
	Iteration 15Q: 3 clusters Score -8604943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8604976.000000 Penalty: 5323.924805
	Iteration 16Q: 3 clusters Score -8604976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8605002.000000 Penalty: 5323.924805
	Iteration 17Q: 3 clusters Score -8605002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8605038.000000 Penalty: 5323.924805
	Iteration 18Q: 3 clusters Score -8605038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8605047.000000 Penalty: 5323.924805
	Iteration 19Q: 3 clusters Score -8605047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8605054.000000 Penalty: 5323.924805
	Iteration 20F: 3 clusters Score -8605054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8605054.000000 Penalty: 5323.924805
	Iteration 21Q: 3 clusters Score -8605054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8605058.000000 Penalty: 5323.924805
	Iteration 22Q: 3 clusters Score -8605058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8605059.000000 Penalty: 5323.924805
	Iteration 23Q: 3 clusters Score -8605059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8605060.000000 Penalty: 5323.924805
	Iteration 24Q: 3 clusters Score -8605060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8605057.000000 Penalty: 5323.924805
	Iteration 25Q: 3 clusters Score -8605057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8605057.000000 Penalty: 5323.924805
	Iteration 26F: 3 clusters Score -8605057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -98260.304688 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -98260.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96580.773438 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -96580.77 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97066.382812 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -97066.38 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -97311.484375 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -97311.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97459.531250 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -97459.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -97593.109375 Penalty: 3266.056396
	Iteration 4F: 3 clusters Score -97593.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97742.429688 Penalty: 3266.056396
	Iteration 5F: 3 clusters Score -97742.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98019.367188 Penalty: 3266.056396
	Iteration 6F: 3 clusters Score -98019.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98133.914062 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -98133.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98193.523438 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -98193.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98255.929688 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -98255.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98287.273438 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -98287.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98326.578125 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -98326.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98346.031250 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -98346.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -98384.312500 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -98384.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98404.359375 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -98404.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98409.835938 Penalty: 3266.056396
	Iteration 15Q: 3 clusters Score -98409.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -98411.695312 Penalty: 3266.056396
	Iteration 16Q: 3 clusters Score -98411.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98412.781250 Penalty: 3266.056396
	Iteration 17Q: 3 clusters Score -98412.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98418.906250 Penalty: 3266.056396
	Iteration 18F: 3 clusters Score -98418.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98426.906250 Penalty: 3266.056396
	Iteration 19Q: 3 clusters Score -98426.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98426.906250 Penalty: 3266.056396
	Iteration 20F: 3 clusters Score -98426.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 49337 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 35675 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 10826 members 
Mstep: Class 8 contains 43112 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47067 members 
Mstep: Class 12 contains 35822 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 45877 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 2678 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51861 members 
Mstep: Class 19 contains 35131 members 
Mstep: Class 20 contains 45524 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 45256 members 
Mstep: Class 23 contains 20048 members 
Mstep: Class 24 contains 35753 members 
Mstep: Class 25 contains 45940 members 
Mstep: Class 26 contains 437 members 
Entering Unmasked Estep 
Score: -110171672.000000 Penalty: 85816.687500
Splitting cluster 15 changes total score from -110173064.000000 to -110171672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Entering Unmasked Estep 
Score: -466909.562500 Penalty: 1957.420776
	Iteration 0F: 2 clusters Score -466909.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -463934.906250 Penalty: 3914.841553
	Iteration 0F: 3 clusters Score -463934.9 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -464597.250000 Penalty: 3914.841553
	Iteration 1F: 3 clusters Score -464597.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -464781.500000 Penalty: 3914.841553
	Iteration 2F: 3 clusters Score -464781.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -464889.531250 Penalty: 3914.841553
	Iteration 3Q: 3 clusters Score -464889.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -464969.000000 Penalty: 3914.841553
	Iteration 4Q: 3 clusters Score -464969 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -465060.437500 Penalty: 3914.841553
	Iteration 5Q: 3 clusters Score -465060.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -465137.406250 Penalty: 3914.841553
	Iteration 6Q: 3 clusters Score -465137.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -465191.562500 Penalty: 3914.841553
	Iteration 7Q: 3 clusters Score -465191.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -465230.968750 Penalty: 3914.841553
	Iteration 8Q: 3 clusters Score -465231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -465252.906250 Penalty: 3914.841553
	Iteration 9Q: 3 clusters Score -465252.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -465277.125000 Penalty: 3914.841553
	Iteration 10Q: 3 clusters Score -465277.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -465299.125000 Penalty: 3914.841553
	Iteration 11Q: 3 clusters Score -465299.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -465323.062500 Penalty: 3914.841553
	Iteration 12Q: 3 clusters Score -465323.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -465343.250000 Penalty: 3914.841553
	Iteration 13Q: 3 clusters Score -465343.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -465365.281250 Penalty: 3914.841553
	Iteration 14Q: 3 clusters Score -465365.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -465382.968750 Penalty: 3914.841553
	Iteration 15Q: 3 clusters Score -465383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -465397.718750 Penalty: 3914.841553
	Iteration 16Q: 3 clusters Score -465397.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -465412.312500 Penalty: 3914.841553
	Iteration 17Q: 3 clusters Score -465412.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -465437.625000 Penalty: 3914.841553
	Iteration 18Q: 3 clusters Score -465437.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -465470.937500 Penalty: 3914.841553
	Iteration 19Q: 3 clusters Score -465470.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -465503.062500 Penalty: 3914.841553
	Iteration 20F: 3 clusters Score -465503.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -465519.750000 Penalty: 3914.841553
	Iteration 21Q: 3 clusters Score -465519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -465526.093750 Penalty: 3914.841553
	Iteration 22Q: 3 clusters Score -465526.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -465531.468750 Penalty: 3914.841553
	Iteration 23Q: 3 clusters Score -465531.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -465537.968750 Penalty: 3914.841553
	Iteration 24Q: 3 clusters Score -465538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -465542.812500 Penalty: 3914.841553
	Iteration 25Q: 3 clusters Score -465542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -465547.312500 Penalty: 3914.841553
	Iteration 26Q: 3 clusters Score -465547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -465549.593750 Penalty: 3914.841553
	Iteration 27Q: 3 clusters Score -465549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -465551.406250 Penalty: 3914.841553
	Iteration 28Q: 3 clusters Score -465551.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -465554.968750 Penalty: 3914.841553
	Iteration 29Q: 3 clusters Score -465555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -465559.781250 Penalty: 3914.841553
	Iteration 30Q: 3 clusters Score -465559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -465562.531250 Penalty: 3914.841553
	Iteration 31Q: 3 clusters Score -465562.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -465567.031250 Penalty: 3914.841553
	Iteration 32Q: 3 clusters Score -465567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -465572.687500 Penalty: 3914.841553
	Iteration 33Q: 3 clusters Score -465572.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -465576.343750 Penalty: 3914.841553
	Iteration 34Q: 3 clusters Score -465576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -465578.625000 Penalty: 3914.841553
	Iteration 35Q: 3 clusters Score -465578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -465578.625000 Penalty: 3914.841553
	Iteration 36F: 3 clusters Score -465578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -188974.859375 Penalty: 1731.979858
	Iteration 0F: 2 clusters Score -188974.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -187012.140625 Penalty: 3463.959717
	Iteration 0F: 3 clusters Score -187012.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -187442.437500 Penalty: 3463.959717
	Iteration 1F: 3 clusters Score -187442.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -187544.921875 Penalty: 3463.959717
	Iteration 2F: 3 clusters Score -187544.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -187593.187500 Penalty: 3463.959717
	Iteration 3Q: 3 clusters Score -187593.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -187613.500000 Penalty: 3463.959717
	Iteration 4Q: 3 clusters Score -187613.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -187621.750000 Penalty: 3463.959717
	Iteration 5Q: 3 clusters Score -187621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -187625.531250 Penalty: 3463.959717
	Iteration 6Q: 3 clusters Score -187625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -187627.625000 Penalty: 3463.959717
	Iteration 7Q: 3 clusters Score -187627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -187630.125000 Penalty: 3463.959717
	Iteration 8Q: 3 clusters Score -187630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -187631.234375 Penalty: 3463.959717
	Iteration 9Q: 3 clusters Score -187631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -187632.921875 Penalty: 3463.959717
	Iteration 10Q: 3 clusters Score -187632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -187633.578125 Penalty: 3463.959717
	Iteration 11Q: 3 clusters Score -187633.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -187633.578125 Penalty: 3463.959717
	Iteration 12F: 3 clusters Score -187633.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Entering Unmasked Estep 
Score: -9552246.000000 Penalty: 2692.367920
	Iteration 0F: 2 clusters Score -9552246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -9518375.000000 Penalty: 5384.735840
	Iteration 0F: 3 clusters Score -9518375 nChanged 24063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -9532077.000000 Penalty: 5384.735840
	Iteration 1F: 3 clusters Score -9532077 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -9532532.000000 Penalty: 5384.735840
	Iteration 2Q: 3 clusters Score -9532532 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -9532910.000000 Penalty: 5384.735840
	Iteration 3Q: 3 clusters Score -9532910 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -9533255.000000 Penalty: 5384.735840
	Iteration 4Q: 3 clusters Score -9533255 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -9533642.000000 Penalty: 5384.735840
	Iteration 5Q: 3 clusters Score -9533642 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -9534109.000000 Penalty: 5384.735840
	Iteration 6Q: 3 clusters Score -9534109 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -9534694.000000 Penalty: 5384.735840
	Iteration 7Q: 3 clusters Score -9534694 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -9535587.000000 Penalty: 5384.735840
	Iteration 8Q: 3 clusters Score -9535587 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -9537180.000000 Penalty: 5384.735840
	Iteration 9Q: 3 clusters Score -9537180 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -9539382.000000 Penalty: 5384.735840
	Iteration 10F: 3 clusters Score -9539382 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -9541258.000000 Penalty: 5384.735840
	Iteration 11F: 3 clusters Score -9541258 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -9542168.000000 Penalty: 5384.735840
	Iteration 12Q: 3 clusters Score -9542168 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -9542569.000000 Penalty: 5384.735840
	Iteration 13Q: 3 clusters Score -9542569 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9542703 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9542842 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9542973 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9543058 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9543214 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9543343 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9543456 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9543587 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9543761 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9543848 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9544026 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9544227 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9544360 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9544445 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9544627 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9544722 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9544825 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9544953 nChanged 531
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9545068 nChanged 512
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Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9545162 nChanged 487
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Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9545253 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9545327 nChanged 473
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Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9545401 nChanged 484
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Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9545505 nChanged 469
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Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9545615 nChanged 497
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Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9545742 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9545862 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9545990 nChanged 507
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Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9546168 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9546316 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9546442 nChanged 489
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Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9546567 nChanged 485
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Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9546758 nChanged 513
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Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9546924 nChanged 563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9547106 nChanged 533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9547257 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9547407 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9547555 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9547746 nChanged 508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9547905 nChanged 541
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9548097 nChanged 546
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9548298 nChanged 551
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Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9548449 nChanged 512
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Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9548588 nChanged 477
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9548708 nChanged 442
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Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9548759 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9548878 nChanged 393
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Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9548999 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9549080 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9549133 nChanged 321
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Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9549231 nChanged 337
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Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9549307 nChanged 330
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Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9549357 nChanged 270
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Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9549381 nChanged 270
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Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9549434 nChanged 245
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Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9549445 nChanged 206
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Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9549514 nChanged 196
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Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9549549 nChanged 204
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Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9549573 nChanged 198
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Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9549609 nChanged 196
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Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9549640 nChanged 176
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Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9549685 nChanged 179
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Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9549719 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9549785 nChanged 191
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Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9549819 nChanged 195
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Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9549857 nChanged 161
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Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9549879 nChanged 152
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Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9549908 nChanged 145
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Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9549935 nChanged 148
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Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9549987 nChanged 122
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Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9550002 nChanged 116
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Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9550033 nChanged 97
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Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9550034 nChanged 86
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Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9550050 nChanged 81
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Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9550047 nChanged 73
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Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9550067 nChanged 52
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Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9550054 nChanged 53
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Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9550056 nChanged 47
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Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9550057 nChanged 46
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Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9550056 nChanged 34
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9550061 nChanged 34
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Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9550058 nChanged 22
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Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9550061 nChanged 26
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Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9550071 nChanged 24
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9550081 nChanged 21
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Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9550075 nChanged 21
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Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9550080 nChanged 16
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Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9550088 nChanged 19
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Mstep: Class 1 contains 9630 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9550108 nChanged 18
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Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9550091 nChanged 15
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Mstep: Class 1 contains 9597 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9550101 nChanged 21
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Mstep: Class 1 contains 9576 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9550105 nChanged 21
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Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9550104 nChanged 29
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Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -9550119.000000 Penalty: 5384.735840
	Iteration 107Q: 3 clusters Score -9550119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -9550137.000000 Penalty: 5384.735840
	Iteration 108Q: 3 clusters Score -9550137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -9550142.000000 Penalty: 5384.735840
	Iteration 109Q: 3 clusters Score -9550142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -9550142.000000 Penalty: 5384.735840
	Iteration 110Q: 3 clusters Score -9550142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -9550150.000000 Penalty: 5384.735840
	Iteration 111Q: 3 clusters Score -9550150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -9550159.000000 Penalty: 5384.735840
	Iteration 112Q: 3 clusters Score -9550159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -9550158.000000 Penalty: 5384.735840
	Iteration 113Q: 3 clusters Score -9550158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -9550154.000000 Penalty: 5384.735840
	Iteration 114Q: 3 clusters Score -9550154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -9550161.000000 Penalty: 5384.735840
	Iteration 115Q: 3 clusters Score -9550161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -9550146.000000 Penalty: 5384.735840
	Iteration 116Q: 3 clusters Score -9550146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -9550151.000000 Penalty: 5384.735840
	Iteration 117Q: 3 clusters Score -9550151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -9550154.000000 Penalty: 5384.735840
	Iteration 118Q: 3 clusters Score -9550154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -9550156.000000 Penalty: 5384.735840
	Iteration 119Q: 3 clusters Score -9550156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -9550156.000000 Penalty: 5384.735840
	Iteration 120F: 3 clusters Score -9550156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -9550149.000000 Penalty: 5384.735840
	Iteration 121Q: 3 clusters Score -9550149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -9550149.000000 Penalty: 5384.735840
	Iteration 122Q: 3 clusters Score -9550149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -9550158.000000 Penalty: 5384.735840
	Iteration 123Q: 3 clusters Score -9550158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -9550155.000000 Penalty: 5384.735840
	Iteration 124Q: 3 clusters Score -9550155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -9550142.000000 Penalty: 5384.735840
	Iteration 125Q: 3 clusters Score -9550142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -9550146.000000 Penalty: 5384.735840
	Iteration 126Q: 3 clusters Score -9550146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -9550143.000000 Penalty: 5384.735840
	Iteration 127Q: 3 clusters Score -9550143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -9550155.000000 Penalty: 5384.735840
	Iteration 128Q: 3 clusters Score -9550155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -9550160.000000 Penalty: 5384.735840
	Iteration 129Q: 3 clusters Score -9550160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -9550162.000000 Penalty: 5384.735840
	Iteration 130Q: 3 clusters Score -9550162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -9550166.000000 Penalty: 5384.735840
	Iteration 131Q: 3 clusters Score -9550166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -9550161.000000 Penalty: 5384.735840
	Iteration 132Q: 3 clusters Score -9550161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -9550161.000000 Penalty: 5384.735840
	Iteration 133F: 3 clusters Score -9550161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Entering Unmasked Estep 
Score: -6342179.000000 Penalty: 2595.776123
	Iteration 0F: 2 clusters Score -6342179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -6318376.000000 Penalty: 5191.552246
	Iteration 0F: 3 clusters Score -6318376 nChanged 15920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -6327004.500000 Penalty: 5191.552246
	Iteration 1F: 3 clusters Score -6327004 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -6327533.500000 Penalty: 5191.552246
	Iteration 2Q: 3 clusters Score -6327534 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -6328008.500000 Penalty: 5191.552246
	Iteration 3Q: 3 clusters Score -6328008 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -6328550.500000 Penalty: 5191.552246
	Iteration 4Q: 3 clusters Score -6328550 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -6329203.500000 Penalty: 5191.552246
	Iteration 5Q: 3 clusters Score -6329204 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -6329963.500000 Penalty: 5191.552246
	Iteration 6Q: 3 clusters Score -6329964 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -6330803.500000 Penalty: 5191.552246
	Iteration 7Q: 3 clusters Score -6330804 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -6331989.500000 Penalty: 5191.552246
	Iteration 8F: 3 clusters Score -6331990 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -6333529.000000 Penalty: 5191.552246
	Iteration 9F: 3 clusters Score -6333529 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -6335213.500000 Penalty: 5191.552246
	Iteration 10F: 3 clusters Score -6335214 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -6336727.500000 Penalty: 5191.552246
	Iteration 11F: 3 clusters Score -6336728 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6338001.500000 Penalty: 5191.552246
	Iteration 12Q: 3 clusters Score -6338002 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6338785.000000 Penalty: 5191.552246
	Iteration 13Q: 3 clusters Score -6338785 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6339249.500000 Penalty: 5191.552246
	Iteration 14Q: 3 clusters Score -6339250 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6339540.000000 Penalty: 5191.552246
	Iteration 15Q: 3 clusters Score -6339540 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6339666.000000 Penalty: 5191.552246
	Iteration 16Q: 3 clusters Score -6339666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6339775.500000 Penalty: 5191.552246
	Iteration 17Q: 3 clusters Score -6339776 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6339850.500000 Penalty: 5191.552246
	Iteration 18Q: 3 clusters Score -6339850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6339896.500000 Penalty: 5191.552246
	Iteration 19Q: 3 clusters Score -6339896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6339919.500000 Penalty: 5191.552246
	Iteration 20F: 3 clusters Score -6339920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6339971.000000 Penalty: 5191.552246
	Iteration 21Q: 3 clusters Score -6339971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6339982.500000 Penalty: 5191.552246
	Iteration 22Q: 3 clusters Score -6339982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6339998.000000 Penalty: 5191.552246
	Iteration 23Q: 3 clusters Score -6339998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6340006.500000 Penalty: 5191.552246
	Iteration 24Q: 3 clusters Score -6340006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6340015.500000 Penalty: 5191.552246
	Iteration 25Q: 3 clusters Score -6340016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6340017.500000 Penalty: 5191.552246
	Iteration 26Q: 3 clusters Score -6340018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6340022.000000 Penalty: 5191.552246
	Iteration 27Q: 3 clusters Score -6340022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6340027.500000 Penalty: 5191.552246
	Iteration 28Q: 3 clusters Score -6340028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6340034.000000 Penalty: 5191.552246
	Iteration 29Q: 3 clusters Score -6340034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6340040.000000 Penalty: 5191.552246
	Iteration 30Q: 3 clusters Score -6340040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6340044.000000 Penalty: 5191.552246
	Iteration 31Q: 3 clusters Score -6340044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6340055.500000 Penalty: 5191.552246
	Iteration 32Q: 3 clusters Score -6340056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6340069.500000 Penalty: 5191.552246
	Iteration 33Q: 3 clusters Score -6340070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6340070.000000 Penalty: 5191.552246
	Iteration 34Q: 3 clusters Score -6340070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6340074.000000 Penalty: 5191.552246
	Iteration 35Q: 3 clusters Score -6340074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6340084.000000 Penalty: 5191.552246
	Iteration 36Q: 3 clusters Score -6340084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6340089.500000 Penalty: 5191.552246
	Iteration 37Q: 3 clusters Score -6340090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6340093.500000 Penalty: 5191.552246
	Iteration 38Q: 3 clusters Score -6340094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6340091.000000 Penalty: 5191.552246
	Iteration 39Q: 3 clusters Score -6340091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6340091.500000 Penalty: 5191.552246
	Iteration 40F: 3 clusters Score -6340092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6340090.500000 Penalty: 5191.552246
	Iteration 41Q: 3 clusters Score -6340090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6340096.000000 Penalty: 5191.552246
	Iteration 42Q: 3 clusters Score -6340096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6340098.500000 Penalty: 5191.552246
	Iteration 43Q: 3 clusters Score -6340098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6340097.000000 Penalty: 5191.552246
	Iteration 44Q: 3 clusters Score -6340097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6340095.500000 Penalty: 5191.552246
	Iteration 45Q: 3 clusters Score -6340096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6340099.500000 Penalty: 5191.552246
	Iteration 46Q: 3 clusters Score -6340100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6340100.000000 Penalty: 5191.552246
	Iteration 47Q: 3 clusters Score -6340100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6340093.500000 Penalty: 5191.552246
	Iteration 48Q: 3 clusters Score -6340094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6340093.500000 Penalty: 5191.552246
	Iteration 49Q: 3 clusters Score -6340094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6340093.500000 Penalty: 5191.552246
	Iteration 50F: 3 clusters Score -6340094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Entering Unmasked Estep 
Score: -8517526.000000 Penalty: 2660.046875
	Iteration 0F: 2 clusters Score -8517526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -8487486.000000 Penalty: 5320.093750
	Iteration 0F: 3 clusters Score -8487486 nChanged 20800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -8499054.000000 Penalty: 5320.093750
	Iteration 1F: 3 clusters Score -8499054 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8499737.000000 Penalty: 5320.093750
	Iteration 2Q: 3 clusters Score -8499737 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -8500495.000000 Penalty: 5320.093750
	Iteration 3Q: 3 clusters Score -8500495 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -8501402.000000 Penalty: 5320.093750
	Iteration 4Q: 3 clusters Score -8501402 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -8502503.000000 Penalty: 5320.093750
	Iteration 5Q: 3 clusters Score -8502503 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -8503917.000000 Penalty: 5320.093750
	Iteration 6F: 3 clusters Score -8503917 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -8505822.000000 Penalty: 5320.093750
	Iteration 7F: 3 clusters Score -8505822 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -8508025.000000 Penalty: 5320.093750
	Iteration 8F: 3 clusters Score -8508025 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -8510332.000000 Penalty: 5320.093750
	Iteration 9F: 3 clusters Score -8510332 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -8512048.000000 Penalty: 5320.093750
	Iteration 10Q: 3 clusters Score -8512048 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -8512954.000000 Penalty: 5320.093750
	Iteration 11Q: 3 clusters Score -8512954 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -8513387.000000 Penalty: 5320.093750
	Iteration 12Q: 3 clusters Score -8513387 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -8513506.000000 Penalty: 5320.093750
	Iteration 13Q: 3 clusters Score -8513506 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -8513585.000000 Penalty: 5320.093750
	Iteration 14Q: 3 clusters Score -8513585 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -8513670.000000 Penalty: 5320.093750
	Iteration 15Q: 3 clusters Score -8513670 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -8513708.000000 Penalty: 5320.093750
	Iteration 16Q: 3 clusters Score -8513708 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -8513726.000000 Penalty: 5320.093750
	Iteration 17Q: 3 clusters Score -8513726 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -8513774.000000 Penalty: 5320.093750
	Iteration 18Q: 3 clusters Score -8513774 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -8513791.000000 Penalty: 5320.093750
	Iteration 19Q: 3 clusters Score -8513791 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -8513815.000000 Penalty: 5320.093750
	Iteration 20F: 3 clusters Score -8513815 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -8513827.000000 Penalty: 5320.093750
	Iteration 21Q: 3 clusters Score -8513827 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -8513827.000000 Penalty: 5320.093750
	Iteration 22Q: 3 clusters Score -8513827 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -8513850.000000 Penalty: 5320.093750
	Iteration 23Q: 3 clusters Score -8513850 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -8513875.000000 Penalty: 5320.093750
	Iteration 24Q: 3 clusters Score -8513875 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -8513898.000000 Penalty: 5320.093750
	Iteration 25Q: 3 clusters Score -8513898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -8513907.000000 Penalty: 5320.093750
	Iteration 26Q: 3 clusters Score -8513907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -8513907.000000 Penalty: 5320.093750
	Iteration 27Q: 3 clusters Score -8513907 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -8513918.000000 Penalty: 5320.093750
	Iteration 28Q: 3 clusters Score -8513918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -8513904.000000 Penalty: 5320.093750
	Iteration 29Q: 3 clusters Score -8513904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -8513918.000000 Penalty: 5320.093750
	Iteration 30Q: 3 clusters Score -8513918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -8513912.000000 Penalty: 5320.093750
	Iteration 31Q: 3 clusters Score -8513912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -8513928.000000 Penalty: 5320.093750
	Iteration 32Q: 3 clusters Score -8513928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -8513932.000000 Penalty: 5320.093750
	Iteration 33Q: 3 clusters Score -8513932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -8513923.000000 Penalty: 5320.093750
	Iteration 34Q: 3 clusters Score -8513923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -8513918.000000 Penalty: 5320.093750
	Iteration 35Q: 3 clusters Score -8513918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -8513938.000000 Penalty: 5320.093750
	Iteration 36Q: 3 clusters Score -8513938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -8513935.000000 Penalty: 5320.093750
	Iteration 37Q: 3 clusters Score -8513935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -8513918.000000 Penalty: 5320.093750
	Iteration 38Q: 3 clusters Score -8513918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -8513914.000000 Penalty: 5320.093750
	Iteration 39Q: 3 clusters Score -8513914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -8513920.000000 Penalty: 5320.093750
	Iteration 40F: 3 clusters Score -8513920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -8513922.000000 Penalty: 5320.093750
	Iteration 41Q: 3 clusters Score -8513922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -8513918.000000 Penalty: 5320.093750
	Iteration 42Q: 3 clusters Score -8513918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -8513927.000000 Penalty: 5320.093750
	Iteration 43Q: 3 clusters Score -8513927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -8513933.000000 Penalty: 5320.093750
	Iteration 44Q: 3 clusters Score -8513933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -8513934.000000 Penalty: 5320.093750
	Iteration 45Q: 3 clusters Score -8513934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -8513924.000000 Penalty: 5320.093750
	Iteration 46Q: 3 clusters Score -8513924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -8513925.000000 Penalty: 5320.093750
	Iteration 47Q: 3 clusters Score -8513925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -8513922.000000 Penalty: 5320.093750
	Iteration 48Q: 3 clusters Score -8513922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -8513923.000000 Penalty: 5320.093750
	Iteration 49Q: 3 clusters Score -8513923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -8513917.000000 Penalty: 5320.093750
	Iteration 50Q: 3 clusters Score -8513917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -8513919.000000 Penalty: 5320.093750
	Iteration 51Q: 3 clusters Score -8513919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -8513918.000000 Penalty: 5320.093750
	Iteration 52Q: 3 clusters Score -8513918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -8513921.000000 Penalty: 5320.093750
	Iteration 53Q: 3 clusters Score -8513921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -8513921.000000 Penalty: 5320.093750
	Iteration 54F: 3 clusters Score -8513921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -109198.171875 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -109198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -107612.562500 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -107612.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -108028.484375 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -108028.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -108194.718750 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -108194.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -108277.976562 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -108278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -108350.062500 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -108350.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -108376.328125 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -108376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -108395.187500 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -108395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -108406.695312 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -108406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -108407.945312 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -108407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -108407.945312 Penalty: 3199.433350
	Iteration 9F: 3 clusters Score -108407.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Entering Unmasked Estep 
Score: -8367656.500000 Penalty: 2658.582520
	Iteration 0F: 2 clusters Score -8367656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -8337209.500000 Penalty: 5317.165039
	Iteration 0F: 3 clusters Score -8337210 nChanged 20752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -8348628.000000 Penalty: 5317.165039
	Iteration 1F: 3 clusters Score -8348628 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -8349241.000000 Penalty: 5317.165039
	Iteration 2Q: 3 clusters Score -8349241 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -8349925.500000 Penalty: 5317.165039
	Iteration 3Q: 3 clusters Score -8349926 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -8350776.000000 Penalty: 5317.165039
	Iteration 4Q: 3 clusters Score -8350776 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -8351889.500000 Penalty: 5317.165039
	Iteration 5Q: 3 clusters Score -8351890 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -8353203.000000 Penalty: 5317.165039
	Iteration 6Q: 3 clusters Score -8353203 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -8354661.000000 Penalty: 5317.165039
	Iteration 7Q: 3 clusters Score -8354661 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -8356278.500000 Penalty: 5317.165039
	Iteration 8F: 3 clusters Score -8356278 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -8357991.500000 Penalty: 5317.165039
	Iteration 9F: 3 clusters Score -8357992 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -8359467.500000 Penalty: 5317.165039
	Iteration 10Q: 3 clusters Score -8359468 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -8360681.000000 Penalty: 5317.165039
	Iteration 11Q: 3 clusters Score -8360681 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -8361711.000000 Penalty: 5317.165039
	Iteration 12Q: 3 clusters Score -8361711 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -8362475.000000 Penalty: 5317.165039
	Iteration 13Q: 3 clusters Score -8362475 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -8363121.000000 Penalty: 5317.165039
	Iteration 14Q: 3 clusters Score -8363121 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -8363619.000000 Penalty: 5317.165039
	Iteration 15Q: 3 clusters Score -8363619 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -8364000.000000 Penalty: 5317.165039
	Iteration 16Q: 3 clusters Score -8364000 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -8364311.500000 Penalty: 5317.165039
	Iteration 17Q: 3 clusters Score -8364312 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8364538.000000 Penalty: 5317.165039
	Iteration 18Q: 3 clusters Score -8364538 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8364685.500000 Penalty: 5317.165039
	Iteration 19Q: 3 clusters Score -8364686 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -8364760.000000 Penalty: 5317.165039
	Iteration 20F: 3 clusters Score -8364760 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8364848.000000 Penalty: 5317.165039
	Iteration 21Q: 3 clusters Score -8364848 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8364973.500000 Penalty: 5317.165039
	Iteration 22Q: 3 clusters Score -8364974 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -8365012.000000 Penalty: 5317.165039
	Iteration 23Q: 3 clusters Score -8365012 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8365079.000000 Penalty: 5317.165039
	Iteration 24Q: 3 clusters Score -8365079 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8365121.500000 Penalty: 5317.165039
	Iteration 25Q: 3 clusters Score -8365122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8365150.000000 Penalty: 5317.165039
	Iteration 26Q: 3 clusters Score -8365150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8365191.000000 Penalty: 5317.165039
	Iteration 27Q: 3 clusters Score -8365191 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8365222.000000 Penalty: 5317.165039
	Iteration 28Q: 3 clusters Score -8365222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8365264.500000 Penalty: 5317.165039
	Iteration 29Q: 3 clusters Score -8365264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8365270.500000 Penalty: 5317.165039
	Iteration 30Q: 3 clusters Score -8365270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8365304.000000 Penalty: 5317.165039
	Iteration 31Q: 3 clusters Score -8365304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8365319.500000 Penalty: 5317.165039
	Iteration 32Q: 3 clusters Score -8365320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8365330.500000 Penalty: 5317.165039
	Iteration 33Q: 3 clusters Score -8365330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8365356.500000 Penalty: 5317.165039
	Iteration 34Q: 3 clusters Score -8365356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8365362.500000 Penalty: 5317.165039
	Iteration 35Q: 3 clusters Score -8365362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8365379.500000 Penalty: 5317.165039
	Iteration 36Q: 3 clusters Score -8365380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8365393.500000 Penalty: 5317.165039
	Iteration 37Q: 3 clusters Score -8365394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8365407.500000 Penalty: 5317.165039
	Iteration 38Q: 3 clusters Score -8365408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8365412.000000 Penalty: 5317.165039
	Iteration 39Q: 3 clusters Score -8365412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8365423.000000 Penalty: 5317.165039
	Iteration 40F: 3 clusters Score -8365423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8365421.000000 Penalty: 5317.165039
	Iteration 41Q: 3 clusters Score -8365421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8365416.500000 Penalty: 5317.165039
	Iteration 42Q: 3 clusters Score -8365416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8365418.500000 Penalty: 5317.165039
	Iteration 43Q: 3 clusters Score -8365418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8365421.000000 Penalty: 5317.165039
	Iteration 44Q: 3 clusters Score -8365421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8365418.000000 Penalty: 5317.165039
	Iteration 45Q: 3 clusters Score -8365418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8365422.000000 Penalty: 5317.165039
	Iteration 46Q: 3 clusters Score -8365422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8365420.500000 Penalty: 5317.165039
	Iteration 47Q: 3 clusters Score -8365420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8365425.500000 Penalty: 5317.165039
	Iteration 48Q: 3 clusters Score -8365426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8365434.000000 Penalty: 5317.165039
	Iteration 49Q: 3 clusters Score -8365434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8365432.500000 Penalty: 5317.165039
	Iteration 50Q: 3 clusters Score -8365432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -8365436.000000 Penalty: 5317.165039
	Iteration 51Q: 3 clusters Score -8365436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8365441.500000 Penalty: 5317.165039
	Iteration 52Q: 3 clusters Score -8365442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8365439.500000 Penalty: 5317.165039
	Iteration 53Q: 3 clusters Score -8365440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8365435.500000 Penalty: 5317.165039
	Iteration 54Q: 3 clusters Score -8365436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8365435.500000 Penalty: 5317.165039
	Iteration 55F: 3 clusters Score -8365436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Entering Unmasked Estep 
Score: -3720684.250000 Penalty: 2456.659424
	Iteration 0F: 2 clusters Score -3720684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3706680.500000 Penalty: 4913.318848
	Iteration 0F: 3 clusters Score -3706680 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3711446.250000 Penalty: 4913.318848
	Iteration 1F: 3 clusters Score -3711446 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3711907.500000 Penalty: 4913.318848
	Iteration 2F: 3 clusters Score -3711908 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3712524.500000 Penalty: 4913.318848
	Iteration 3Q: 3 clusters Score -3712524 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3713439.000000 Penalty: 4913.318848
	Iteration 4F: 3 clusters Score -3713439 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3714498.000000 Penalty: 4913.318848
	Iteration 5F: 3 clusters Score -3714498 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3715417.750000 Penalty: 4913.318848
	Iteration 6F: 3 clusters Score -3715418 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3716287.750000 Penalty: 4913.318848
	Iteration 7F: 3 clusters Score -3716288 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3716968.250000 Penalty: 4913.318848
	Iteration 8F: 3 clusters Score -3716968 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3717576.500000 Penalty: 4913.318848
	Iteration 9F: 3 clusters Score -3717576 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3718081.750000 Penalty: 4913.318848
	Iteration 10Q: 3 clusters Score -3718082 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3718513.750000 Penalty: 4913.318848
	Iteration 11Q: 3 clusters Score -3718514 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3718841.250000 Penalty: 4913.318848
	Iteration 12Q: 3 clusters Score -3718841 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3719054.500000 Penalty: 4913.318848
	Iteration 13Q: 3 clusters Score -3719054 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3719243.500000 Penalty: 4913.318848
	Iteration 14Q: 3 clusters Score -3719244 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3719448.250000 Penalty: 4913.318848
	Iteration 15Q: 3 clusters Score -3719448 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3719565.250000 Penalty: 4913.318848
	Iteration 16Q: 3 clusters Score -3719565 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3719630.250000 Penalty: 4913.318848
	Iteration 17Q: 3 clusters Score -3719630 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3719671.000000 Penalty: 4913.318848
	Iteration 18Q: 3 clusters Score -3719671 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3719690.500000 Penalty: 4913.318848
	Iteration 19Q: 3 clusters Score -3719690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3719697.750000 Penalty: 4913.318848
	Iteration 20F: 3 clusters Score -3719698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3719705.250000 Penalty: 4913.318848
	Iteration 21Q: 3 clusters Score -3719705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3719700.750000 Penalty: 4913.318848
	Iteration 22Q: 3 clusters Score -3719701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3719713.250000 Penalty: 4913.318848
	Iteration 23Q: 3 clusters Score -3719713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3719708.750000 Penalty: 4913.318848
	Iteration 24Q: 3 clusters Score -3719709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3719718.000000 Penalty: 4913.318848
	Iteration 25Q: 3 clusters Score -3719718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3719716.000000 Penalty: 4913.318848
	Iteration 26Q: 3 clusters Score -3719716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3719724.500000 Penalty: 4913.318848
	Iteration 27Q: 3 clusters Score -3719724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3719742.000000 Penalty: 4913.318848
	Iteration 28Q: 3 clusters Score -3719742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3719750.000000 Penalty: 4913.318848
	Iteration 29Q: 3 clusters Score -3719750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3719756.250000 Penalty: 4913.318848
	Iteration 30Q: 3 clusters Score -3719756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3719756.250000 Penalty: 4913.318848
	Iteration 31Q: 3 clusters Score -3719756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3719749.000000 Penalty: 4913.318848
	Iteration 32Q: 3 clusters Score -3719749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3719751.750000 Penalty: 4913.318848
	Iteration 33Q: 3 clusters Score -3719752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3719752.000000 Penalty: 4913.318848
	Iteration 34Q: 3 clusters Score -3719752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3719750.500000 Penalty: 4913.318848
	Iteration 35Q: 3 clusters Score -3719750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3719761.000000 Penalty: 4913.318848
	Iteration 36Q: 3 clusters Score -3719761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3719761.250000 Penalty: 4913.318848
	Iteration 37Q: 3 clusters Score -3719761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3719761.250000 Penalty: 4913.318848
	Iteration 38Q: 3 clusters Score -3719761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3719764.250000 Penalty: 4913.318848
	Iteration 39Q: 3 clusters Score -3719764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3719769.750000 Penalty: 4913.318848
	Iteration 40F: 3 clusters Score -3719770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3719770.250000 Penalty: 4913.318848
	Iteration 41Q: 3 clusters Score -3719770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3719769.000000 Penalty: 4913.318848
	Iteration 42Q: 3 clusters Score -3719769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3719781.000000 Penalty: 4913.318848
	Iteration 43Q: 3 clusters Score -3719781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3719781.500000 Penalty: 4913.318848
	Iteration 44Q: 3 clusters Score -3719782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3719775.500000 Penalty: 4913.318848
	Iteration 45Q: 3 clusters Score -3719776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3719777.750000 Penalty: 4913.318848
	Iteration 46Q: 3 clusters Score -3719778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3719781.000000 Penalty: 4913.318848
	Iteration 47Q: 3 clusters Score -3719781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3719777.250000 Penalty: 4913.318848
	Iteration 48Q: 3 clusters Score -3719777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3719782.750000 Penalty: 4913.318848
	Iteration 49Q: 3 clusters Score -3719783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3719776.750000 Penalty: 4913.318848
	Iteration 50Q: 3 clusters Score -3719777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3719779.500000 Penalty: 4913.318848
	Iteration 51Q: 3 clusters Score -3719780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3719779.000000 Penalty: 4913.318848
	Iteration 52Q: 3 clusters Score -3719779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3719783.000000 Penalty: 4913.318848
	Iteration 53Q: 3 clusters Score -3719783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3719783.250000 Penalty: 4913.318848
	Iteration 54Q: 3 clusters Score -3719783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3719788.000000 Penalty: 4913.318848
	Iteration 55Q: 3 clusters Score -3719788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3719789.250000 Penalty: 4913.318848
	Iteration 56Q: 3 clusters Score -3719789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3719791.750000 Penalty: 4913.318848
	Iteration 57Q: 3 clusters Score -3719792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3719788.750000 Penalty: 4913.318848
	Iteration 58Q: 3 clusters Score -3719789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3719785.500000 Penalty: 4913.318848
	Iteration 59Q: 3 clusters Score -3719786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3719795.500000 Penalty: 4913.318848
	Iteration 60F: 3 clusters Score -3719796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3719796.000000 Penalty: 4913.318848
	Iteration 61Q: 3 clusters Score -3719796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3719796.250000 Penalty: 4913.318848
	Iteration 62Q: 3 clusters Score -3719796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3719793.250000 Penalty: 4913.318848
	Iteration 63Q: 3 clusters Score -3719793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3719789.250000 Penalty: 4913.318848
	Iteration 64Q: 3 clusters Score -3719789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3719789.750000 Penalty: 4913.318848
	Iteration 65Q: 3 clusters Score -3719790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3719796.500000 Penalty: 4913.318848
	Iteration 66Q: 3 clusters Score -3719796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3719803.250000 Penalty: 4913.318848
	Iteration 67Q: 3 clusters Score -3719803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3719806.500000 Penalty: 4913.318848
	Iteration 68Q: 3 clusters Score -3719806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3719805.750000 Penalty: 4913.318848
	Iteration 69Q: 3 clusters Score -3719806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3719808.000000 Penalty: 4913.318848
	Iteration 70Q: 3 clusters Score -3719808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3719810.500000 Penalty: 4913.318848
	Iteration 71Q: 3 clusters Score -3719810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3719810.000000 Penalty: 4913.318848
	Iteration 72Q: 3 clusters Score -3719810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3719813.000000 Penalty: 4913.318848
	Iteration 73Q: 3 clusters Score -3719813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3719815.500000 Penalty: 4913.318848
	Iteration 74Q: 3 clusters Score -3719816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3719814.000000 Penalty: 4913.318848
	Iteration 75Q: 3 clusters Score -3719814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3719819.000000 Penalty: 4913.318848
	Iteration 76Q: 3 clusters Score -3719819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3719815.750000 Penalty: 4913.318848
	Iteration 77Q: 3 clusters Score -3719816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3719817.500000 Penalty: 4913.318848
	Iteration 78Q: 3 clusters Score -3719818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3719819.250000 Penalty: 4913.318848
	Iteration 79Q: 3 clusters Score -3719819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3719816.750000 Penalty: 4913.318848
	Iteration 80F: 3 clusters Score -3719817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3719818.500000 Penalty: 4913.318848
	Iteration 81Q: 3 clusters Score -3719818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3719818.500000 Penalty: 4913.318848
	Iteration 82F: 3 clusters Score -3719818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Entering Unmasked Estep 
Score: -6687651.500000 Penalty: 2600.128662
	Iteration 0F: 2 clusters Score -6687652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -6663508.500000 Penalty: 5200.257324
	Iteration 0F: 3 clusters Score -6663508 nChanged 16369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -6672379.500000 Penalty: 5200.257324
	Iteration 1F: 3 clusters Score -6672380 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -6672841.000000 Penalty: 5200.257324
	Iteration 2Q: 3 clusters Score -6672841 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -6673333.000000 Penalty: 5200.257324
	Iteration 3Q: 3 clusters Score -6673333 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -6673891.000000 Penalty: 5200.257324
	Iteration 4Q: 3 clusters Score -6673891 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -6674612.000000 Penalty: 5200.257324
	Iteration 5Q: 3 clusters Score -6674612 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -6675407.000000 Penalty: 5200.257324
	Iteration 6Q: 3 clusters Score -6675407 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -6676421.500000 Penalty: 5200.257324
	Iteration 7Q: 3 clusters Score -6676422 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -6677859.500000 Penalty: 5200.257324
	Iteration 8F: 3 clusters Score -6677860 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -6679556.000000 Penalty: 5200.257324
	Iteration 9F: 3 clusters Score -6679556 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -6681328.000000 Penalty: 5200.257324
	Iteration 10F: 3 clusters Score -6681328 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -6682679.500000 Penalty: 5200.257324
	Iteration 11Q: 3 clusters Score -6682680 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -6683581.500000 Penalty: 5200.257324
	Iteration 12Q: 3 clusters Score -6683582 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -6684195.500000 Penalty: 5200.257324
	Iteration 13Q: 3 clusters Score -6684196 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -6684614.500000 Penalty: 5200.257324
	Iteration 14Q: 3 clusters Score -6684614 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -6684878.000000 Penalty: 5200.257324
	Iteration 15Q: 3 clusters Score -6684878 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -6685061.500000 Penalty: 5200.257324
	Iteration 16Q: 3 clusters Score -6685062 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -6685187.500000 Penalty: 5200.257324
	Iteration 17Q: 3 clusters Score -6685188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -6685263.500000 Penalty: 5200.257324
	Iteration 18Q: 3 clusters Score -6685264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -6685316.000000 Penalty: 5200.257324
	Iteration 19Q: 3 clusters Score -6685316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -6685360.000000 Penalty: 5200.257324
	Iteration 20F: 3 clusters Score -6685360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -6685401.500000 Penalty: 5200.257324
	Iteration 21Q: 3 clusters Score -6685402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -6685418.000000 Penalty: 5200.257324
	Iteration 22Q: 3 clusters Score -6685418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -6685435.500000 Penalty: 5200.257324
	Iteration 23Q: 3 clusters Score -6685436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -6685455.000000 Penalty: 5200.257324
	Iteration 24Q: 3 clusters Score -6685455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -6685475.000000 Penalty: 5200.257324
	Iteration 25Q: 3 clusters Score -6685475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -6685481.500000 Penalty: 5200.257324
	Iteration 26Q: 3 clusters Score -6685482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -6685499.500000 Penalty: 5200.257324
	Iteration 27Q: 3 clusters Score -6685500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -6685504.500000 Penalty: 5200.257324
	Iteration 28Q: 3 clusters Score -6685504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -6685510.500000 Penalty: 5200.257324
	Iteration 29Q: 3 clusters Score -6685510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -6685514.500000 Penalty: 5200.257324
	Iteration 30Q: 3 clusters Score -6685514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -6685517.000000 Penalty: 5200.257324
	Iteration 31Q: 3 clusters Score -6685517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -6685514.500000 Penalty: 5200.257324
	Iteration 32Q: 3 clusters Score -6685514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -6685518.500000 Penalty: 5200.257324
	Iteration 33Q: 3 clusters Score -6685518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -6685523.500000 Penalty: 5200.257324
	Iteration 34Q: 3 clusters Score -6685524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -6685519.000000 Penalty: 5200.257324
	Iteration 35Q: 3 clusters Score -6685519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -6685525.000000 Penalty: 5200.257324
	Iteration 36Q: 3 clusters Score -6685525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -6685525.500000 Penalty: 5200.257324
	Iteration 37Q: 3 clusters Score -6685526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -6685530.000000 Penalty: 5200.257324
	Iteration 38Q: 3 clusters Score -6685530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -6685535.500000 Penalty: 5200.257324
	Iteration 39Q: 3 clusters Score -6685536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -6685553.500000 Penalty: 5200.257324
	Iteration 40F: 3 clusters Score -6685554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -6685559.500000 Penalty: 5200.257324
	Iteration 41Q: 3 clusters Score -6685560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -6685562.000000 Penalty: 5200.257324
	Iteration 42Q: 3 clusters Score -6685562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -6685565.500000 Penalty: 5200.257324
	Iteration 43Q: 3 clusters Score -6685566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -6685570.000000 Penalty: 5200.257324
	Iteration 44Q: 3 clusters Score -6685570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -6685576.000000 Penalty: 5200.257324
	Iteration 45Q: 3 clusters Score -6685576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -6685576.000000 Penalty: 5200.257324
	Iteration 46F: 3 clusters Score -6685576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Entering Unmasked Estep 
Score: -8555354.000000 Penalty: 2662.302734
	Iteration 0F: 2 clusters Score -8555354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -8524890.000000 Penalty: 5324.605469
	Iteration 0F: 3 clusters Score -8524890 nChanged 21102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -8536337.000000 Penalty: 5324.605469
	Iteration 1F: 3 clusters Score -8536337 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -8536851.000000 Penalty: 5324.605469
	Iteration 2Q: 3 clusters Score -8536851 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -8537253.000000 Penalty: 5324.605469
	Iteration 3Q: 3 clusters Score -8537253 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -8537637.000000 Penalty: 5324.605469
	Iteration 4Q: 3 clusters Score -8537637 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -8538006.000000 Penalty: 5324.605469
	Iteration 5Q: 3 clusters Score -8538006 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -8538345.000000 Penalty: 5324.605469
	Iteration 6Q: 3 clusters Score -8538345 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -8538722.000000 Penalty: 5324.605469
	Iteration 7Q: 3 clusters Score -8538722 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -8539151.000000 Penalty: 5324.605469
	Iteration 8Q: 3 clusters Score -8539151 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -8539745.000000 Penalty: 5324.605469
	Iteration 9Q: 3 clusters Score -8539745 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -8540748.000000 Penalty: 5324.605469
	Iteration 10Q: 3 clusters Score -8540748 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -8542181.000000 Penalty: 5324.605469
	Iteration 11F: 3 clusters Score -8542181 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -8543855.000000 Penalty: 5324.605469
	Iteration 12F: 3 clusters Score -8543855 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -8545644.000000 Penalty: 5324.605469
	Iteration 13F: 3 clusters Score -8545644 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -8547106.000000 Penalty: 5324.605469
	Iteration 14Q: 3 clusters Score -8547106 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -8548111.000000 Penalty: 5324.605469
	Iteration 15Q: 3 clusters Score -8548111 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -8548850.000000 Penalty: 5324.605469
	Iteration 16Q: 3 clusters Score -8548850 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -8549436.000000 Penalty: 5324.605469
	Iteration 17Q: 3 clusters Score -8549436 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -8549884.000000 Penalty: 5324.605469
	Iteration 18Q: 3 clusters Score -8549884 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -8550344.000000 Penalty: 5324.605469
	Iteration 19Q: 3 clusters Score -8550344 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -8550804.000000 Penalty: 5324.605469
	Iteration 20F: 3 clusters Score -8550804 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -8551207.000000 Penalty: 5324.605469
	Iteration 21Q: 3 clusters Score -8551207 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -8551592.000000 Penalty: 5324.605469
	Iteration 22Q: 3 clusters Score -8551592 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8551909.000000 Penalty: 5324.605469
	Iteration 23Q: 3 clusters Score -8551909 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -8552149.000000 Penalty: 5324.605469
	Iteration 24Q: 3 clusters Score -8552149 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -8552354.000000 Penalty: 5324.605469
	Iteration 25Q: 3 clusters Score -8552354 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -8552522.000000 Penalty: 5324.605469
	Iteration 26Q: 3 clusters Score -8552522 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -8552665.000000 Penalty: 5324.605469
	Iteration 27Q: 3 clusters Score -8552665 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -8552734.000000 Penalty: 5324.605469
	Iteration 28Q: 3 clusters Score -8552734 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -8552795.000000 Penalty: 5324.605469
	Iteration 29Q: 3 clusters Score -8552795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -8552862.000000 Penalty: 5324.605469
	Iteration 30Q: 3 clusters Score -8552862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -8552885.000000 Penalty: 5324.605469
	Iteration 31Q: 3 clusters Score -8552885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -8552951.000000 Penalty: 5324.605469
	Iteration 32Q: 3 clusters Score -8552951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -8552971.000000 Penalty: 5324.605469
	Iteration 33Q: 3 clusters Score -8552971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8552983.000000 Penalty: 5324.605469
	Iteration 34Q: 3 clusters Score -8552983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8552994.000000 Penalty: 5324.605469
	Iteration 35Q: 3 clusters Score -8552994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -8552997.000000 Penalty: 5324.605469
	Iteration 36Q: 3 clusters Score -8552997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -8553016.000000 Penalty: 5324.605469
	Iteration 37Q: 3 clusters Score -8553016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -8553022.000000 Penalty: 5324.605469
	Iteration 38Q: 3 clusters Score -8553022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -8553026.000000 Penalty: 5324.605469
	Iteration 39Q: 3 clusters Score -8553026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -8553037.000000 Penalty: 5324.605469
	Iteration 40F: 3 clusters Score -8553037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -8553049.000000 Penalty: 5324.605469
	Iteration 41Q: 3 clusters Score -8553049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -8553042.000000 Penalty: 5324.605469
	Iteration 42Q: 3 clusters Score -8553042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8553043.000000 Penalty: 5324.605469
	Iteration 43Q: 3 clusters Score -8553043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -8553045.000000 Penalty: 5324.605469
	Iteration 44Q: 3 clusters Score -8553045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8553043.000000 Penalty: 5324.605469
	Iteration 45Q: 3 clusters Score -8553043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -8553049.000000 Penalty: 5324.605469
	Iteration 46Q: 3 clusters Score -8553049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -8553049.000000 Penalty: 5324.605469
	Iteration 47F: 3 clusters Score -8553049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 49337 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 35675 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 10826 members 
Mstep: Class 8 contains 43112 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47067 members 
Mstep: Class 12 contains 35822 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 45877 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2678 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51861 members 
Mstep: Class 19 contains 35131 members 
Mstep: Class 20 contains 45524 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 45256 members 
Mstep: Class 23 contains 20048 members 
Mstep: Class 24 contains 35753 members 
Mstep: Class 25 contains 45940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173432.000000 Penalty: 82516.046875
Iteration 119Q: 26 clusters Score -1.101734e+08 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 49237 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 36099 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 8 contains 42941 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 47003 members 
Mstep: Class 12 contains 35648 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 51850 members 
Mstep: Class 19 contains 35053 members 
Mstep: Class 20 contains 45564 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 45378 members 
Mstep: Class 23 contains 20044 members 
Mstep: Class 24 contains 35235 members 
Mstep: Class 25 contains 46436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173680.000000 Penalty: 82516.046875
Iteration 120F: 26 clusters Score -1.101737e+08 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 49071 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 36492 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 10563 members 
Mstep: Class 8 contains 42713 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46959 members 
Mstep: Class 12 contains 35517 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 46057 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 51840 members 
Mstep: Class 19 contains 34966 members 
Mstep: Class 20 contains 45520 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 45491 members 
Mstep: Class 23 contains 20109 members 
Mstep: Class 24 contains 34661 members 
Mstep: Class 25 contains 47068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173584.000000 Penalty: 82516.046875
Iteration 121Q: 26 clusters Score -1.101736e+08 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 48936 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 36970 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 10438 members 
Mstep: Class 8 contains 42529 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46903 members 
Mstep: Class 12 contains 35341 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 46143 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 51838 members 
Mstep: Class 19 contains 34894 members 
Mstep: Class 20 contains 45463 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 45565 members 
Mstep: Class 23 contains 20253 members 
Mstep: Class 24 contains 34016 members 
Mstep: Class 25 contains 47628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174232.000000 Penalty: 82516.046875
Iteration 122Q: 26 clusters Score -1.101742e+08 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 48776 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 37468 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 10318 members 
Mstep: Class 8 contains 42368 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46799 members 
Mstep: Class 12 contains 35162 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 46200 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51845 members 
Mstep: Class 19 contains 34829 members 
Mstep: Class 20 contains 45474 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 45630 members 
Mstep: Class 23 contains 20448 members 
Mstep: Class 24 contains 33273 members 
Mstep: Class 25 contains 48160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173920.000000 Penalty: 82516.046875
Iteration 123Q: 26 clusters Score -1.101739e+08 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 48609 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 37971 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 42187 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46735 members 
Mstep: Class 12 contains 35002 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 46231 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51846 members 
Mstep: Class 19 contains 34770 members 
Mstep: Class 20 contains 45619 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 45671 members 
Mstep: Class 23 contains 20701 members 
Mstep: Class 24 contains 32565 members 
Mstep: Class 25 contains 48499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174208.000000 Penalty: 82516.046875
Iteration 124Q: 26 clusters Score -1.101742e+08 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 48464 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 38439 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 10133 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46677 members 
Mstep: Class 12 contains 34882 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 46207 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51820 members 
Mstep: Class 19 contains 34722 members 
Mstep: Class 20 contains 45783 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 45705 members 
Mstep: Class 23 contains 20890 members 
Mstep: Class 24 contains 31983 members 
Mstep: Class 25 contains 48781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174640.000000 Penalty: 82516.046875
Iteration 125Q: 26 clusters Score -1.101746e+08 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 48334 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 38936 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 10048 members 
Mstep: Class 8 contains 41833 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46633 members 
Mstep: Class 12 contains 34713 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 46178 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51793 members 
Mstep: Class 19 contains 34672 members 
Mstep: Class 20 contains 45896 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 45748 members 
Mstep: Class 23 contains 21136 members 
Mstep: Class 24 contains 31439 members 
Mstep: Class 25 contains 49046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174408.000000 Penalty: 82516.046875
Iteration 126Q: 26 clusters Score -1.101744e+08 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 48244 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 39445 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 41615 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46572 members 
Mstep: Class 12 contains 34541 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 46125 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 34611 members 
Mstep: Class 20 contains 46063 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 45806 members 
Mstep: Class 23 contains 21392 members 
Mstep: Class 24 contains 31026 members 
Mstep: Class 25 contains 49190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174888.000000 Penalty: 82516.046875
Iteration 127Q: 26 clusters Score -1.101749e+08 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 48118 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 40022 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9898 members 
Mstep: Class 8 contains 41314 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46513 members 
Mstep: Class 12 contains 34356 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 46030 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 51692 members 
Mstep: Class 19 contains 34585 members 
Mstep: Class 20 contains 46305 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 45828 members 
Mstep: Class 23 contains 21689 members 
Mstep: Class 24 contains 30694 members 
Mstep: Class 25 contains 49236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174832.000000 Penalty: 82516.046875
Iteration 128Q: 26 clusters Score -1.101748e+08 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 48050 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 40591 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9834 members 
Mstep: Class 8 contains 40868 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46483 members 
Mstep: Class 12 contains 34226 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 45889 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51640 members 
Mstep: Class 19 contains 34529 members 
Mstep: Class 20 contains 46579 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 45853 members 
Mstep: Class 23 contains 21963 members 
Mstep: Class 24 contains 30498 members 
Mstep: Class 25 contains 49286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175240.000000 Penalty: 82516.046875
Iteration 129Q: 26 clusters Score -1.101752e+08 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 47960 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 41140 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 40325 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46469 members 
Mstep: Class 12 contains 34076 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 45710 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51618 members 
Mstep: Class 19 contains 34475 members 
Mstep: Class 20 contains 46886 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 45882 members 
Mstep: Class 23 contains 22246 members 
Mstep: Class 24 contains 30472 members 
Mstep: Class 25 contains 49264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175264.000000 Penalty: 82516.046875
Iteration 130Q: 26 clusters Score -1.101753e+08 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 47894 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 41682 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9722 members 
Mstep: Class 8 contains 39742 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46463 members 
Mstep: Class 12 contains 33947 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 45420 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51605 members 
Mstep: Class 19 contains 34434 members 
Mstep: Class 20 contains 47257 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 45911 members 
Mstep: Class 23 contains 22509 members 
Mstep: Class 24 contains 30569 members 
Mstep: Class 25 contains 49207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175568.000000 Penalty: 82516.046875
Iteration 131Q: 26 clusters Score -1.101756e+08 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 47799 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 42276 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9658 members 
Mstep: Class 8 contains 38990 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46435 members 
Mstep: Class 12 contains 33787 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 45044 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51627 members 
Mstep: Class 19 contains 34373 members 
Mstep: Class 20 contains 47794 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 45944 members 
Mstep: Class 23 contains 22791 members 
Mstep: Class 24 contains 30780 members 
Mstep: Class 25 contains 49126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175408.000000 Penalty: 82516.046875
Iteration 132Q: 26 clusters Score -1.101754e+08 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 47740 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 42881 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9599 members 
Mstep: Class 8 contains 38171 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46452 members 
Mstep: Class 12 contains 33633 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 44622 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51578 members 
Mstep: Class 19 contains 34318 members 
Mstep: Class 20 contains 48349 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 45976 members 
Mstep: Class 23 contains 23068 members 
Mstep: Class 24 contains 31034 members 
Mstep: Class 25 contains 49103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175592.000000 Penalty: 82516.046875
Iteration 133Q: 26 clusters Score -1.101756e+08 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 47695 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 43475 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9545 members 
Mstep: Class 8 contains 37183 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46481 members 
Mstep: Class 12 contains 33474 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 44202 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51588 members 
Mstep: Class 19 contains 34257 members 
Mstep: Class 20 contains 48963 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 45965 members 
Mstep: Class 23 contains 23372 members 
Mstep: Class 24 contains 31358 members 
Mstep: Class 25 contains 49014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175664.000000 Penalty: 82516.046875
Iteration 134Q: 26 clusters Score -1.101757e+08 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 47593 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44060 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9497 members 
Mstep: Class 8 contains 36200 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46515 members 
Mstep: Class 12 contains 33272 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 43715 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 51578 members 
Mstep: Class 19 contains 34209 members 
Mstep: Class 20 contains 49673 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 45978 members 
Mstep: Class 23 contains 23647 members 
Mstep: Class 24 contains 31737 members 
Mstep: Class 25 contains 48942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175808.000000 Penalty: 82516.046875
Iteration 135Q: 26 clusters Score -1.101758e+08 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 47556 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44672 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9439 members 
Mstep: Class 8 contains 35108 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46531 members 
Mstep: Class 12 contains 33044 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 43250 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 51539 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 50227 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 45998 members 
Mstep: Class 23 contains 23901 members 
Mstep: Class 24 contains 32256 members 
Mstep: Class 25 contains 48947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175920.000000 Penalty: 82516.046875
Iteration 136Q: 26 clusters Score -1.101759e+08 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 47469 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45246 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9380 members 
Mstep: Class 8 contains 34056 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46515 members 
Mstep: Class 12 contains 32813 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 42897 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 51528 members 
Mstep: Class 19 contains 34161 members 
Mstep: Class 20 contains 50681 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 45987 members 
Mstep: Class 23 contains 24131 members 
Mstep: Class 24 contains 32829 members 
Mstep: Class 25 contains 49006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175976.000000 Penalty: 82516.046875
Iteration 137Q: 26 clusters Score -1.10176e+08 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 47427 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45767 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9324 members 
Mstep: Class 8 contains 33008 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46435 members 
Mstep: Class 12 contains 32576 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 42612 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 51490 members 
Mstep: Class 19 contains 34131 members 
Mstep: Class 20 contains 51058 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 45941 members 
Mstep: Class 23 contains 24354 members 
Mstep: Class 24 contains 33494 members 
Mstep: Class 25 contains 49087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176128.000000 Penalty: 82516.046875
Iteration 138Q: 26 clusters Score -1.101761e+08 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 47297 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46323 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 31930 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46318 members 
Mstep: Class 12 contains 32342 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 42367 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 51449 members 
Mstep: Class 19 contains 34098 members 
Mstep: Class 20 contains 51328 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 45915 members 
Mstep: Class 23 contains 24561 members 
Mstep: Class 24 contains 34195 members 
Mstep: Class 25 contains 49361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175872.000000 Penalty: 82516.046875
Iteration 139Q: 26 clusters Score -1.101759e+08 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 47152 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46790 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9250 members 
Mstep: Class 8 contains 30869 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46169 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 42259 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 51404 members 
Mstep: Class 19 contains 34085 members 
Mstep: Class 20 contains 51584 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 45891 members 
Mstep: Class 23 contains 24792 members 
Mstep: Class 24 contains 34935 members 
Mstep: Class 25 contains 49594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175944.000000 Penalty: 82516.046875
Iteration 140F: 26 clusters Score -1.101759e+08 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 47005 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 47199 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9219 members 
Mstep: Class 8 contains 29899 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 46009 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 42340 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1083 members 
Mstep: Class 18 contains 51387 members 
Mstep: Class 19 contains 34054 members 
Mstep: Class 20 contains 51719 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 45850 members 
Mstep: Class 23 contains 25021 members 
Mstep: Class 24 contains 35598 members 
Mstep: Class 25 contains 49901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176128.000000 Penalty: 82516.046875
Iteration 141Q: 26 clusters Score -1.101761e+08 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 46840 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 47647 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 28940 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45896 members 
Mstep: Class 12 contains 31386 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 42406 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 51375 members 
Mstep: Class 19 contains 34047 members 
Mstep: Class 20 contains 51875 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 45755 members 
Mstep: Class 23 contains 25194 members 
Mstep: Class 24 contains 36272 members 
Mstep: Class 25 contains 50155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176192.000000 Penalty: 82516.046875
Iteration 142Q: 26 clusters Score -1.101762e+08 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 46643 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48094 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9168 members 
Mstep: Class 8 contains 27824 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45776 members 
Mstep: Class 12 contains 31064 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 42558 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51373 members 
Mstep: Class 19 contains 34039 members 
Mstep: Class 20 contains 52111 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 45686 members 
Mstep: Class 23 contains 25376 members 
Mstep: Class 24 contains 37044 members 
Mstep: Class 25 contains 50313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176488.000000 Penalty: 82516.046875
Iteration 143Q: 26 clusters Score -1.101765e+08 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 46637 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48349 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9134 members 
Mstep: Class 8 contains 26659 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45598 members 
Mstep: Class 12 contains 30717 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 42879 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51414 members 
Mstep: Class 19 contains 34025 members 
Mstep: Class 20 contains 52394 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 45607 members 
Mstep: Class 23 contains 25536 members 
Mstep: Class 24 contains 37822 members 
Mstep: Class 25 contains 50359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176816.000000 Penalty: 82516.046875
Iteration 144Q: 26 clusters Score -1.101768e+08 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 46702 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48526 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9110 members 
Mstep: Class 8 contains 25421 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45433 members 
Mstep: Class 12 contains 30386 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 43363 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 1081 members 
Mstep: Class 18 contains 51432 members 
Mstep: Class 19 contains 34013 members 
Mstep: Class 20 contains 52672 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 45548 members 
Mstep: Class 23 contains 25662 members 
Mstep: Class 24 contains 38625 members 
Mstep: Class 25 contains 50307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177120.000000 Penalty: 82516.046875
Iteration 145Q: 26 clusters Score -1.101771e+08 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 46743 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48631 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9102 members 
Mstep: Class 8 contains 24169 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45271 members 
Mstep: Class 12 contains 30022 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 43790 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 1081 members 
Mstep: Class 18 contains 51524 members 
Mstep: Class 19 contains 33999 members 
Mstep: Class 20 contains 53241 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 45486 members 
Mstep: Class 23 contains 25784 members 
Mstep: Class 24 contains 39480 members 
Mstep: Class 25 contains 50089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177416.000000 Penalty: 82516.046875
Iteration 146Q: 26 clusters Score -1.101774e+08 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 46828 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48669 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9087 members 
Mstep: Class 8 contains 22987 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45090 members 
Mstep: Class 12 contains 29652 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 44246 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 51563 members 
Mstep: Class 19 contains 34012 members 
Mstep: Class 20 contains 53894 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 45428 members 
Mstep: Class 23 contains 25868 members 
Mstep: Class 24 contains 40342 members 
Mstep: Class 25 contains 49808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177608.000000 Penalty: 82516.046875
Iteration 147Q: 26 clusters Score -1.101776e+08 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 46964 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48504 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9090 members 
Mstep: Class 8 contains 21825 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 44930 members 
Mstep: Class 12 contains 29304 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 44687 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51576 members 
Mstep: Class 19 contains 34018 members 
Mstep: Class 20 contains 54560 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 45389 members 
Mstep: Class 23 contains 25975 members 
Mstep: Class 24 contains 41348 members 
Mstep: Class 25 contains 49431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177608.000000 Penalty: 82516.046875
Iteration 148Q: 26 clusters Score -1.101776e+08 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 47077 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48304 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9088 members 
Mstep: Class 8 contains 20737 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 44815 members 
Mstep: Class 12 contains 28978 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 45183 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51590 members 
Mstep: Class 19 contains 34029 members 
Mstep: Class 20 contains 55242 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 45383 members 
Mstep: Class 23 contains 26096 members 
Mstep: Class 24 contains 42297 members 
Mstep: Class 25 contains 48961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177632.000000 Penalty: 82516.046875
Iteration 149Q: 26 clusters Score -1.101776e+08 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 47179 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48063 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9091 members 
Mstep: Class 8 contains 19853 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 44636 members 
Mstep: Class 12 contains 28650 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 45804 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51565 members 
Mstep: Class 19 contains 34027 members 
Mstep: Class 20 contains 55737 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 45370 members 
Mstep: Class 23 contains 26215 members 
Mstep: Class 24 contains 43241 members 
Mstep: Class 25 contains 48554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178216.000000 Penalty: 82516.046875
Iteration 150Q: 26 clusters Score -1.101782e+08 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 47313 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 47788 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9076 members 
Mstep: Class 8 contains 19115 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 44433 members 
Mstep: Class 12 contains 28282 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 46536 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51550 members 
Mstep: Class 19 contains 34005 members 
Mstep: Class 20 contains 56237 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 45279 members 
Mstep: Class 23 contains 26315 members 
Mstep: Class 24 contains 44163 members 
Mstep: Class 25 contains 48063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179008.000000 Penalty: 82516.046875
Iteration 151Q: 26 clusters Score -1.10179e+08 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 47480 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 47476 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9056 members 
Mstep: Class 8 contains 18529 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 44258 members 
Mstep: Class 12 contains 27891 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 47306 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51530 members 
Mstep: Class 19 contains 33988 members 
Mstep: Class 20 contains 56679 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 45187 members 
Mstep: Class 23 contains 26488 members 
Mstep: Class 24 contains 44877 members 
Mstep: Class 25 contains 47631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179560.000000 Penalty: 82516.046875
Iteration 152Q: 26 clusters Score -1.101796e+08 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 47553 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 47081 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9037 members 
Mstep: Class 8 contains 18095 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 44058 members 
Mstep: Class 12 contains 27485 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 48107 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2629 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51502 members 
Mstep: Class 19 contains 34002 members 
Mstep: Class 20 contains 57109 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 45097 members 
Mstep: Class 23 contains 26656 members 
Mstep: Class 24 contains 45513 members 
Mstep: Class 25 contains 47214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179592.000000 Penalty: 82516.046875
Iteration 153Q: 26 clusters Score -1.101796e+08 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 47691 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46597 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9022 members 
Mstep: Class 8 contains 17789 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43880 members 
Mstep: Class 12 contains 27051 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 48903 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2627 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51478 members 
Mstep: Class 19 contains 34004 members 
Mstep: Class 20 contains 57563 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 44984 members 
Mstep: Class 23 contains 26766 members 
Mstep: Class 24 contains 46210 members 
Mstep: Class 25 contains 46683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179656.000000 Penalty: 82516.046875
Iteration 154Q: 26 clusters Score -1.101797e+08 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 47804 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46217 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 9018 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43714 members 
Mstep: Class 12 contains 26638 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 49613 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51427 members 
Mstep: Class 19 contains 34023 members 
Mstep: Class 20 contains 57644 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 44890 members 
Mstep: Class 23 contains 26796 members 
Mstep: Class 24 contains 46831 members 
Mstep: Class 25 contains 46460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179952.000000 Penalty: 82516.046875
Iteration 155Q: 26 clusters Score -1.1018e+08 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 47962 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45806 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 17633 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43601 members 
Mstep: Class 12 contains 26265 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 50253 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2627 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51366 members 
Mstep: Class 19 contains 34017 members 
Mstep: Class 20 contains 57533 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 44773 members 
Mstep: Class 23 contains 26797 members 
Mstep: Class 24 contains 47407 members 
Mstep: Class 25 contains 46463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179736.000000 Penalty: 82516.046875
Iteration 156Q: 26 clusters Score -1.101797e+08 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 48109 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45511 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 17615 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43517 members 
Mstep: Class 12 contains 25909 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 50702 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51315 members 
Mstep: Class 19 contains 34014 members 
Mstep: Class 20 contains 57254 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 44685 members 
Mstep: Class 23 contains 26801 members 
Mstep: Class 24 contains 47986 members 
Mstep: Class 25 contains 46676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180096.000000 Penalty: 82516.046875
Iteration 157Q: 26 clusters Score -1.101801e+08 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 48287 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45318 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8964 members 
Mstep: Class 8 contains 17550 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43437 members 
Mstep: Class 12 contains 25528 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 50949 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51295 members 
Mstep: Class 19 contains 34023 members 
Mstep: Class 20 contains 57057 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 44570 members 
Mstep: Class 23 contains 26822 members 
Mstep: Class 24 contains 48570 members 
Mstep: Class 25 contains 46906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180344.000000 Penalty: 82516.046875
Iteration 158Q: 26 clusters Score -1.101803e+08 nChanged 5097
Entering ConstructFrom: 
Score: -110180344.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (44705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Entering Unmasked Estep 
Score: -8342042.500000 Penalty: 2655.544434
	Iteration 0F: 2 clusters Score -8342042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -8312303.500000 Penalty: 5311.088867
	Iteration 0F: 3 clusters Score -8312304 nChanged 20463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -8323744.500000 Penalty: 5311.088867
	Iteration 1F: 3 clusters Score -8323744 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -8324286.000000 Penalty: 5311.088867
	Iteration 2Q: 3 clusters Score -8324286 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -8324685.000000 Penalty: 5311.088867
	Iteration 3Q: 3 clusters Score -8324685 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -8325218.500000 Penalty: 5311.088867
	Iteration 4Q: 3 clusters Score -8325218 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -8325733.000000 Penalty: 5311.088867
	Iteration 5Q: 3 clusters Score -8325733 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -8326367.000000 Penalty: 5311.088867
	Iteration 6Q: 3 clusters Score -8326367 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -8327302.500000 Penalty: 5311.088867
	Iteration 7Q: 3 clusters Score -8327302 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -8328589.000000 Penalty: 5311.088867
	Iteration 8Q: 3 clusters Score -8328589 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -8330541.000000 Penalty: 5311.088867
	Iteration 9F: 3 clusters Score -8330541 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -8332979.000000 Penalty: 5311.088867
	Iteration 10F: 3 clusters Score -8332979 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -8335164.500000 Penalty: 5311.088867
	Iteration 11F: 3 clusters Score -8335164 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -8336286.500000 Penalty: 5311.088867
	Iteration 12Q: 3 clusters Score -8336286 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -8336915.500000 Penalty: 5311.088867
	Iteration 13Q: 3 clusters Score -8336916 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -8337327.500000 Penalty: 5311.088867
	Iteration 14Q: 3 clusters Score -8337328 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8337694 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -8338074.500000 Penalty: 5311.088867
	Iteration 16Q: 3 clusters Score -8338074 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8338332 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8338600 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -8338756.500000 Penalty: 5311.088867
	Iteration 19Q: 3 clusters Score -8338756 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -8338866.000000 Penalty: 5311.088867
	Iteration 20F: 3 clusters Score -8338866 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -8338936.500000 Penalty: 5311.088867
	Iteration 21Q: 3 clusters Score -8338936 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8338994 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -8339026.500000 Penalty: 5311.088867
	Iteration 23Q: 3 clusters Score -8339026 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -8339108.000000 Penalty: 5311.088867
	Iteration 24Q: 3 clusters Score -8339108 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -8339125.500000 Penalty: 5311.088867
	Iteration 25Q: 3 clusters Score -8339126 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8339210 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -8339228.500000 Penalty: 5311.088867
	Iteration 27Q: 3 clusters Score -8339228 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -8339244.500000 Penalty: 5311.088867
	Iteration 28Q: 3 clusters Score -8339244 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8339264 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -8339287.000000 Penalty: 5311.088867
	Iteration 30Q: 3 clusters Score -8339287 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -8339282.000000 Penalty: 5311.088867
	Iteration 31Q: 3 clusters Score -8339282 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -8339323.500000 Penalty: 5311.088867
	Iteration 32Q: 3 clusters Score -8339324 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -8339354.500000 Penalty: 5311.088867
	Iteration 33Q: 3 clusters Score -8339354 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -8339361.500000 Penalty: 5311.088867
	Iteration 34Q: 3 clusters Score -8339362 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8339375 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -8339414.500000 Penalty: 5311.088867
	Iteration 36Q: 3 clusters Score -8339414 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8339461 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8339514 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8339548 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -8339573.500000 Penalty: 5311.088867
	Iteration 40F: 3 clusters Score -8339574 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8339596 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8339618 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -8339655.000000 Penalty: 5311.088867
	Iteration 43Q: 3 clusters Score -8339655 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8339687 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8339714 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -8339722.000000 Penalty: 5311.088867
	Iteration 46Q: 3 clusters Score -8339722 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8339724 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8339714 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -8339772.500000 Penalty: 5311.088867
	Iteration 49Q: 3 clusters Score -8339772 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -8339780.500000 Penalty: 5311.088867
	Iteration 50Q: 3 clusters Score -8339780 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -8339771.000000 Penalty: 5311.088867
	Iteration 51Q: 3 clusters Score -8339771 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8339786 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -8339796.500000 Penalty: 5311.088867
	Iteration 53Q: 3 clusters Score -8339796 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8339788 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8339795 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -8339812.000000 Penalty: 5311.088867
	Iteration 56Q: 3 clusters Score -8339812 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8339829 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -8339834.000000 Penalty: 5311.088867
	Iteration 58Q: 3 clusters Score -8339834 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8339838 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -8339815.000000 Penalty: 5311.088867
	Iteration 60F: 3 clusters Score -8339815 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8339830 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -8339879.000000 Penalty: 5311.088867
	Iteration 62Q: 3 clusters Score -8339879 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -8339907.500000 Penalty: 5311.088867
	Iteration 63Q: 3 clusters Score -8339908 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -8339923.500000 Penalty: 5311.088867
	Iteration 64Q: 3 clusters Score -8339924 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8339913 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8339914 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8339934 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8339958 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8339951 nChanged 98
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Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8339950 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8339980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8339962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8339982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8339991 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8340002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8339992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8339994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8340001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -8340019.000000 Penalty: 5311.088867
	Iteration 79Q: 3 clusters Score -8340019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -8340005.000000 Penalty: 5311.088867
	Iteration 80F: 3 clusters Score -8340005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8340018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -8340011.000000 Penalty: 5311.088867
	Iteration 82Q: 3 clusters Score -8340011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8340005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8340010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8340018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -8340031.000000 Penalty: 5311.088867
	Iteration 86Q: 3 clusters Score -8340031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -8340036.500000 Penalty: 5311.088867
	Iteration 87Q: 3 clusters Score -8340036 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8340064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 41039 members 
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	Iteration 89Q: 3 clusters Score -8340060 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8340064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 41100 members 
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	Iteration 91Q: 3 clusters Score -8340068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8340058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8340078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8340069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8340061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8340070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8340072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8340068 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8340078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8340087 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8340087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8340080 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8340074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8340070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8340074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -8340067.500000 Penalty: 5311.088867
	Iteration 106Q: 3 clusters Score -8340068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -8340074.500000 Penalty: 5311.088867
	Iteration 107Q: 3 clusters Score -8340074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -8340084.000000 Penalty: 5311.088867
	Iteration 108Q: 3 clusters Score -8340084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -8340083.500000 Penalty: 5311.088867
	Iteration 109Q: 3 clusters Score -8340084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -8340089.000000 Penalty: 5311.088867
	Iteration 110Q: 3 clusters Score -8340089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -8340084.500000 Penalty: 5311.088867
	Iteration 111Q: 3 clusters Score -8340084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -8340091.500000 Penalty: 5311.088867
	Iteration 112Q: 3 clusters Score -8340092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -8340094.000000 Penalty: 5311.088867
	Iteration 113Q: 3 clusters Score -8340094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -8340096.500000 Penalty: 5311.088867
	Iteration 114Q: 3 clusters Score -8340096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -8340098.000000 Penalty: 5311.088867
	Iteration 115Q: 3 clusters Score -8340098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -8340101.500000 Penalty: 5311.088867
	Iteration 116Q: 3 clusters Score -8340102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -8340095.500000 Penalty: 5311.088867
	Iteration 117Q: 3 clusters Score -8340096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -8340105.500000 Penalty: 5311.088867
	Iteration 118Q: 3 clusters Score -8340106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -8340107.000000 Penalty: 5311.088867
	Iteration 119Q: 3 clusters Score -8340107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -8340105.000000 Penalty: 5311.088867
	Iteration 120F: 3 clusters Score -8340105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -8340094.500000 Penalty: 5311.088867
	Iteration 121Q: 3 clusters Score -8340094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -8340106.000000 Penalty: 5311.088867
	Iteration 122Q: 3 clusters Score -8340106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -8340093.000000 Penalty: 5311.088867
	Iteration 123Q: 3 clusters Score -8340093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -8340099.500000 Penalty: 5311.088867
	Iteration 124Q: 3 clusters Score -8340100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -8340104.500000 Penalty: 5311.088867
	Iteration 125Q: 3 clusters Score -8340104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -8340109.000000 Penalty: 5311.088867
	Iteration 126Q: 3 clusters Score -8340109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -8340098.500000 Penalty: 5311.088867
	Iteration 127Q: 3 clusters Score -8340098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -8340099.500000 Penalty: 5311.088867
	Iteration 128Q: 3 clusters Score -8340100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -8340086.000000 Penalty: 5311.088867
	Iteration 129Q: 3 clusters Score -8340086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -8340104.000000 Penalty: 5311.088867
	Iteration 130Q: 3 clusters Score -8340104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -8340097.000000 Penalty: 5311.088867
	Iteration 131Q: 3 clusters Score -8340097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -8340098.000000 Penalty: 5311.088867
	Iteration 132Q: 3 clusters Score -8340098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -8340084.500000 Penalty: 5311.088867
	Iteration 133Q: 3 clusters Score -8340084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -8340074.000000 Penalty: 5311.088867
	Iteration 134Q: 3 clusters Score -8340074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -8340074.000000 Penalty: 5311.088867
	Iteration 135Q: 3 clusters Score -8340074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -8340077.000000 Penalty: 5311.088867
	Iteration 136Q: 3 clusters Score -8340077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -8340077.500000 Penalty: 5311.088867
	Iteration 137Q: 3 clusters Score -8340078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -8340080.000000 Penalty: 5311.088867
	Iteration 138Q: 3 clusters Score -8340080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -8340080.000000 Penalty: 5311.088867
	Iteration 139F: 3 clusters Score -8340080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Entering Unmasked Estep 
Score: -9077787.000000 Penalty: 2675.566895
	Iteration 0F: 2 clusters Score -9077787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -9046378.000000 Penalty: 5351.133789
	Iteration 0F: 3 clusters Score -9046378 nChanged 22302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -9058933.000000 Penalty: 5351.133789
	Iteration 1F: 3 clusters Score -9058933 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -9059856.000000 Penalty: 5351.133789
	Iteration 2F: 3 clusters Score -9059856 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -9060993.000000 Penalty: 5351.133789
	Iteration 3F: 3 clusters Score -9060993 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -9062454.000000 Penalty: 5351.133789
	Iteration 4F: 3 clusters Score -9062454 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -9064511.000000 Penalty: 5351.133789
	Iteration 5F: 3 clusters Score -9064511 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -9067006.000000 Penalty: 5351.133789
	Iteration 6F: 3 clusters Score -9067006 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -9069618.000000 Penalty: 5351.133789
	Iteration 7F: 3 clusters Score -9069618 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -9071811.000000 Penalty: 5351.133789
	Iteration 8Q: 3 clusters Score -9071811 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -9073257.000000 Penalty: 5351.133789
	Iteration 9Q: 3 clusters Score -9073257 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -9074078.000000 Penalty: 5351.133789
	Iteration 10Q: 3 clusters Score -9074078 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -9074553.000000 Penalty: 5351.133789
	Iteration 11Q: 3 clusters Score -9074553 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -9074828.000000 Penalty: 5351.133789
	Iteration 12Q: 3 clusters Score -9074828 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -9075019.000000 Penalty: 5351.133789
	Iteration 13Q: 3 clusters Score -9075019 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -9075136.000000 Penalty: 5351.133789
	Iteration 14Q: 3 clusters Score -9075136 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -9075227.000000 Penalty: 5351.133789
	Iteration 15Q: 3 clusters Score -9075227 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -9075314.000000 Penalty: 5351.133789
	Iteration 16Q: 3 clusters Score -9075314 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -9075364.000000 Penalty: 5351.133789
	Iteration 17Q: 3 clusters Score -9075364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -9075411.000000 Penalty: 5351.133789
	Iteration 18Q: 3 clusters Score -9075411 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -9075473.000000 Penalty: 5351.133789
	Iteration 19Q: 3 clusters Score -9075473 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9075542.000000 Penalty: 5351.133789
	Iteration 20F: 3 clusters Score -9075542 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -9075585.000000 Penalty: 5351.133789
	Iteration 21Q: 3 clusters Score -9075585 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9075608.000000 Penalty: 5351.133789
	Iteration 22Q: 3 clusters Score -9075608 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -9075632.000000 Penalty: 5351.133789
	Iteration 23Q: 3 clusters Score -9075632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -9075691.000000 Penalty: 5351.133789
	Iteration 24Q: 3 clusters Score -9075691 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9075699.000000 Penalty: 5351.133789
	Iteration 25Q: 3 clusters Score -9075699 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9075728.000000 Penalty: 5351.133789
	Iteration 26Q: 3 clusters Score -9075728 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9075742.000000 Penalty: 5351.133789
	Iteration 27Q: 3 clusters Score -9075742 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9075744.000000 Penalty: 5351.133789
	Iteration 28Q: 3 clusters Score -9075744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9075760.000000 Penalty: 5351.133789
	Iteration 29Q: 3 clusters Score -9075760 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9075767.000000 Penalty: 5351.133789
	Iteration 30Q: 3 clusters Score -9075767 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9075782.000000 Penalty: 5351.133789
	Iteration 31Q: 3 clusters Score -9075782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9075816.000000 Penalty: 5351.133789
	Iteration 32Q: 3 clusters Score -9075816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9075790.000000 Penalty: 5351.133789
	Iteration 33Q: 3 clusters Score -9075790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9075799.000000 Penalty: 5351.133789
	Iteration 34Q: 3 clusters Score -9075799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9075794.000000 Penalty: 5351.133789
	Iteration 35Q: 3 clusters Score -9075794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9075795.000000 Penalty: 5351.133789
	Iteration 36Q: 3 clusters Score -9075795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9075804.000000 Penalty: 5351.133789
	Iteration 37Q: 3 clusters Score -9075804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9075812.000000 Penalty: 5351.133789
	Iteration 38Q: 3 clusters Score -9075812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9075791.000000 Penalty: 5351.133789
	Iteration 39Q: 3 clusters Score -9075791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9075796.000000 Penalty: 5351.133789
	Iteration 40F: 3 clusters Score -9075796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9075793.000000 Penalty: 5351.133789
	Iteration 41Q: 3 clusters Score -9075793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9075792.000000 Penalty: 5351.133789
	Iteration 42Q: 3 clusters Score -9075792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9075807.000000 Penalty: 5351.133789
	Iteration 43Q: 3 clusters Score -9075807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9075816.000000 Penalty: 5351.133789
	Iteration 44Q: 3 clusters Score -9075816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9075812.000000 Penalty: 5351.133789
	Iteration 45Q: 3 clusters Score -9075812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9075821.000000 Penalty: 5351.133789
	Iteration 46Q: 3 clusters Score -9075821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9075822.000000 Penalty: 5351.133789
	Iteration 47Q: 3 clusters Score -9075822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9075812.000000 Penalty: 5351.133789
	Iteration 48Q: 3 clusters Score -9075812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9075828.000000 Penalty: 5351.133789
	Iteration 49Q: 3 clusters Score -9075828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9075813.000000 Penalty: 5351.133789
	Iteration 50Q: 3 clusters Score -9075813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9075818.000000 Penalty: 5351.133789
	Iteration 51Q: 3 clusters Score -9075818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9075811.000000 Penalty: 5351.133789
	Iteration 52Q: 3 clusters Score -9075811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9075809.000000 Penalty: 5351.133789
	Iteration 53Q: 3 clusters Score -9075809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9075808.000000 Penalty: 5351.133789
	Iteration 54Q: 3 clusters Score -9075808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9075810.000000 Penalty: 5351.133789
	Iteration 55Q: 3 clusters Score -9075810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9075815.000000 Penalty: 5351.133789
	Iteration 56Q: 3 clusters Score -9075815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9075811.000000 Penalty: 5351.133789
	Iteration 57Q: 3 clusters Score -9075811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9075821.000000 Penalty: 5351.133789
	Iteration 58Q: 3 clusters Score -9075821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9075813.000000 Penalty: 5351.133789
	Iteration 59Q: 3 clusters Score -9075813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9075814.000000 Penalty: 5351.133789
	Iteration 60F: 3 clusters Score -9075814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9075803.000000 Penalty: 5351.133789
	Iteration 61Q: 3 clusters Score -9075803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9075812.000000 Penalty: 5351.133789
	Iteration 62Q: 3 clusters Score -9075812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9075806.000000 Penalty: 5351.133789
	Iteration 63Q: 3 clusters Score -9075806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9075808.000000 Penalty: 5351.133789
	Iteration 64Q: 3 clusters Score -9075808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9075815.000000 Penalty: 5351.133789
	Iteration 65Q: 3 clusters Score -9075815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9075815.000000 Penalty: 5351.133789
	Iteration 66F: 3 clusters Score -9075815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -204078.375000 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -204078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -201968.875000 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -201968.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -202371.718750 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -202371.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -202473.250000 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -202473.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -202527.359375 Penalty: 3542.450195
	Iteration 3Q: 3 clusters Score -202527.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -202557.562500 Penalty: 3542.450195
	Iteration 4Q: 3 clusters Score -202557.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -202588.062500 Penalty: 3542.450195
	Iteration 5Q: 3 clusters Score -202588.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -202631.390625 Penalty: 3542.450195
	Iteration 6Q: 3 clusters Score -202631.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -202674.484375 Penalty: 3542.450195
	Iteration 7Q: 3 clusters Score -202674.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -202703.312500 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -202703.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -202729.234375 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -202729.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202754.531250 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -202754.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -202787.796875 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -202787.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -202803.921875 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -202803.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -202818.375000 Penalty: 3542.450195
	Iteration 13Q: 3 clusters Score -202818.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -202827.609375 Penalty: 3542.450195
	Iteration 14Q: 3 clusters Score -202827.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -202836.218750 Penalty: 3542.450195
	Iteration 15Q: 3 clusters Score -202836.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -202851.203125 Penalty: 3542.450195
	Iteration 16Q: 3 clusters Score -202851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -202867.328125 Penalty: 3542.450195
	Iteration 17Q: 3 clusters Score -202867.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -202878.203125 Penalty: 3542.450195
	Iteration 18Q: 3 clusters Score -202878.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -202900.437500 Penalty: 3542.450195
	Iteration 19Q: 3 clusters Score -202900.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -202925.171875 Penalty: 3542.450195
	Iteration 20F: 3 clusters Score -202925.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -202943.421875 Penalty: 3542.450195
	Iteration 21Q: 3 clusters Score -202943.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -202967.015625 Penalty: 3542.450195
	Iteration 22Q: 3 clusters Score -202967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -202988.281250 Penalty: 3542.450195
	Iteration 23Q: 3 clusters Score -202988.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -202999.734375 Penalty: 3542.450195
	Iteration 24Q: 3 clusters Score -202999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -203009.421875 Penalty: 3542.450195
	Iteration 25Q: 3 clusters Score -203009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -203016.312500 Penalty: 3542.450195
	Iteration 26Q: 3 clusters Score -203016.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -203025.984375 Penalty: 3542.450195
	Iteration 27Q: 3 clusters Score -203026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -203041.468750 Penalty: 3542.450195
	Iteration 28Q: 3 clusters Score -203041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -203046.640625 Penalty: 3542.450195
	Iteration 29Q: 3 clusters Score -203046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -203048.015625 Penalty: 3542.450195
	Iteration 30Q: 3 clusters Score -203048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -203052.046875 Penalty: 3542.450195
	Iteration 31Q: 3 clusters Score -203052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -203057.078125 Penalty: 3542.450195
	Iteration 32Q: 3 clusters Score -203057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -203063.484375 Penalty: 3542.450195
	Iteration 33Q: 3 clusters Score -203063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -203067.234375 Penalty: 3542.450195
	Iteration 34Q: 3 clusters Score -203067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -203082.062500 Penalty: 3542.450195
	Iteration 35Q: 3 clusters Score -203082.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -203090.703125 Penalty: 3542.450195
	Iteration 36Q: 3 clusters Score -203090.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -203100.765625 Penalty: 3542.450195
	Iteration 37Q: 3 clusters Score -203100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -203110.171875 Penalty: 3542.450195
	Iteration 38Q: 3 clusters Score -203110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -203113.937500 Penalty: 3542.450195
	Iteration 39Q: 3 clusters Score -203113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -203116.703125 Penalty: 3542.450195
	Iteration 40F: 3 clusters Score -203116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -203117.734375 Penalty: 3542.450195
	Iteration 41Q: 3 clusters Score -203117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -203117.734375 Penalty: 3542.450195
	Iteration 42F: 3 clusters Score -203117.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -51528.132812 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -51528.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50246.078125 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -50246.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50330.453125 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -50330.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50367.968750 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -50367.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50389.714844 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -50389.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50406.593750 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -50406.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50417.851562 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -50417.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50419.695312 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -50419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50430.562500 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -50430.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -50445.339844 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -50445.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50447.796875 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -50447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50449.816406 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -50449.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50449.816406 Penalty: 2843.737305
	Iteration 11F: 3 clusters Score -50449.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Entering Unmasked Estep 
Score: -8412963.000000 Penalty: 2657.863525
	Iteration 0F: 2 clusters Score -8412963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -8382798.500000 Penalty: 5315.727051
	Iteration 0F: 3 clusters Score -8382798 nChanged 20597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -8394104.000000 Penalty: 5315.727051
	Iteration 1F: 3 clusters Score -8394104 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -8394713.000000 Penalty: 5315.727051
	Iteration 2Q: 3 clusters Score -8394713 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -8395303.000000 Penalty: 5315.727051
	Iteration 3Q: 3 clusters Score -8395303 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -8395861.000000 Penalty: 5315.727051
	Iteration 4Q: 3 clusters Score -8395861 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -8396556.000000 Penalty: 5315.727051
	Iteration 5Q: 3 clusters Score -8396556 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -8397391.000000 Penalty: 5315.727051
	Iteration 6Q: 3 clusters Score -8397391 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -8398572.000000 Penalty: 5315.727051
	Iteration 7Q: 3 clusters Score -8398572 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -8400179.000000 Penalty: 5315.727051
	Iteration 8F: 3 clusters Score -8400179 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -8402115.000000 Penalty: 5315.727051
	Iteration 9F: 3 clusters Score -8402115 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -8403755.000000 Penalty: 5315.727051
	Iteration 10F: 3 clusters Score -8403755 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -8404824.000000 Penalty: 5315.727051
	Iteration 11Q: 3 clusters Score -8404824 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -8405348.000000 Penalty: 5315.727051
	Iteration 12Q: 3 clusters Score -8405348 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -8405783.000000 Penalty: 5315.727051
	Iteration 13Q: 3 clusters Score -8405783 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -8406174.000000 Penalty: 5315.727051
	Iteration 14Q: 3 clusters Score -8406174 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -8406574.000000 Penalty: 5315.727051
	Iteration 15Q: 3 clusters Score -8406574 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -8406914.000000 Penalty: 5315.727051
	Iteration 16Q: 3 clusters Score -8406914 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -8407249.000000 Penalty: 5315.727051
	Iteration 17Q: 3 clusters Score -8407249 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -8407593.000000 Penalty: 5315.727051
	Iteration 18Q: 3 clusters Score -8407593 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -8407929.000000 Penalty: 5315.727051
	Iteration 19Q: 3 clusters Score -8407929 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -8408163.000000 Penalty: 5315.727051
	Iteration 20F: 3 clusters Score -8408163 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -8408344.000000 Penalty: 5315.727051
	Iteration 21Q: 3 clusters Score -8408344 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -8408519.000000 Penalty: 5315.727051
	Iteration 22Q: 3 clusters Score -8408519 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -8408690.000000 Penalty: 5315.727051
	Iteration 23Q: 3 clusters Score -8408690 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8408804 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8408872 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -8408940.000000 Penalty: 5315.727051
	Iteration 26Q: 3 clusters Score -8408940 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -8408974.000000 Penalty: 5315.727051
	Iteration 27Q: 3 clusters Score -8408974 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -8409001.000000 Penalty: 5315.727051
	Iteration 28Q: 3 clusters Score -8409001 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -8409041.000000 Penalty: 5315.727051
	Iteration 29Q: 3 clusters Score -8409041 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -8409065.000000 Penalty: 5315.727051
	Iteration 30Q: 3 clusters Score -8409065 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -8409076.000000 Penalty: 5315.727051
	Iteration 31Q: 3 clusters Score -8409076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -8409093.000000 Penalty: 5315.727051
	Iteration 32Q: 3 clusters Score -8409093 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8409093 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -8409094.000000 Penalty: 5315.727051
	Iteration 34Q: 3 clusters Score -8409094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -8409103.000000 Penalty: 5315.727051
	Iteration 35Q: 3 clusters Score -8409103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -8409128.000000 Penalty: 5315.727051
	Iteration 36Q: 3 clusters Score -8409128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -8409127.000000 Penalty: 5315.727051
	Iteration 37Q: 3 clusters Score -8409127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -8409154.000000 Penalty: 5315.727051
	Iteration 38Q: 3 clusters Score -8409154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -8409165.000000 Penalty: 5315.727051
	Iteration 39Q: 3 clusters Score -8409165 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -8409163.000000 Penalty: 5315.727051
	Iteration 40F: 3 clusters Score -8409163 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -8409167.000000 Penalty: 5315.727051
	Iteration 41Q: 3 clusters Score -8409167 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -8409190.000000 Penalty: 5315.727051
	Iteration 42Q: 3 clusters Score -8409190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -8409171.000000 Penalty: 5315.727051
	Iteration 43Q: 3 clusters Score -8409171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -8409184.000000 Penalty: 5315.727051
	Iteration 44Q: 3 clusters Score -8409184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -8409184.000000 Penalty: 5315.727051
	Iteration 45Q: 3 clusters Score -8409184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -8409180.000000 Penalty: 5315.727051
	Iteration 46Q: 3 clusters Score -8409180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -8409194.000000 Penalty: 5315.727051
	Iteration 47Q: 3 clusters Score -8409194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -8409206.000000 Penalty: 5315.727051
	Iteration 48Q: 3 clusters Score -8409206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -8409238.000000 Penalty: 5315.727051
	Iteration 49Q: 3 clusters Score -8409238 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -8409260.000000 Penalty: 5315.727051
	Iteration 50Q: 3 clusters Score -8409260 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -8409257.000000 Penalty: 5315.727051
	Iteration 51Q: 3 clusters Score -8409257 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -8409263.000000 Penalty: 5315.727051
	Iteration 52Q: 3 clusters Score -8409263 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -8409298.000000 Penalty: 5315.727051
	Iteration 53Q: 3 clusters Score -8409298 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -8409320.000000 Penalty: 5315.727051
	Iteration 54Q: 3 clusters Score -8409320 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -8409366.000000 Penalty: 5315.727051
	Iteration 55Q: 3 clusters Score -8409366 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -8409361.000000 Penalty: 5315.727051
	Iteration 56Q: 3 clusters Score -8409361 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -8409358.000000 Penalty: 5315.727051
	Iteration 57Q: 3 clusters Score -8409358 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -8409363.000000 Penalty: 5315.727051
	Iteration 58Q: 3 clusters Score -8409363 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -8409380.000000 Penalty: 5315.727051
	Iteration 59Q: 3 clusters Score -8409380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -8409405.000000 Penalty: 5315.727051
	Iteration 60F: 3 clusters Score -8409405 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -8409414.000000 Penalty: 5315.727051
	Iteration 61Q: 3 clusters Score -8409414 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -8409423.000000 Penalty: 5315.727051
	Iteration 62Q: 3 clusters Score -8409423 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -8409420.000000 Penalty: 5315.727051
	Iteration 63Q: 3 clusters Score -8409420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -8409431.000000 Penalty: 5315.727051
	Iteration 64Q: 3 clusters Score -8409431 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -8409443.000000 Penalty: 5315.727051
	Iteration 65Q: 3 clusters Score -8409443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -8409462.000000 Penalty: 5315.727051
	Iteration 66Q: 3 clusters Score -8409462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -8409489.000000 Penalty: 5315.727051
	Iteration 67Q: 3 clusters Score -8409489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -8409512.000000 Penalty: 5315.727051
	Iteration 68Q: 3 clusters Score -8409512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -8409510.000000 Penalty: 5315.727051
	Iteration 69Q: 3 clusters Score -8409510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -8409513.000000 Penalty: 5315.727051
	Iteration 70Q: 3 clusters Score -8409513 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -8409534.000000 Penalty: 5315.727051
	Iteration 71Q: 3 clusters Score -8409534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -8409540.000000 Penalty: 5315.727051
	Iteration 72Q: 3 clusters Score -8409540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -8409586.000000 Penalty: 5315.727051
	Iteration 73Q: 3 clusters Score -8409586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -8409601.000000 Penalty: 5315.727051
	Iteration 74Q: 3 clusters Score -8409601 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8409601 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -8409584.000000 Penalty: 5315.727051
	Iteration 76Q: 3 clusters Score -8409584 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -8409595.000000 Penalty: 5315.727051
	Iteration 77Q: 3 clusters Score -8409595 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -8409618.000000 Penalty: 5315.727051
	Iteration 78Q: 3 clusters Score -8409618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -8409639.000000 Penalty: 5315.727051
	Iteration 79Q: 3 clusters Score -8409639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -8409643.000000 Penalty: 5315.727051
	Iteration 80F: 3 clusters Score -8409643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -8409660.000000 Penalty: 5315.727051
	Iteration 81Q: 3 clusters Score -8409660 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -8409656.000000 Penalty: 5315.727051
	Iteration 82Q: 3 clusters Score -8409656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -8409671.000000 Penalty: 5315.727051
	Iteration 83Q: 3 clusters Score -8409671 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -8409647.000000 Penalty: 5315.727051
	Iteration 84Q: 3 clusters Score -8409647 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -8409663.000000 Penalty: 5315.727051
	Iteration 85Q: 3 clusters Score -8409663 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -8409686.000000 Penalty: 5315.727051
	Iteration 86Q: 3 clusters Score -8409686 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -8409688.000000 Penalty: 5315.727051
	Iteration 87Q: 3 clusters Score -8409688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -8409717.000000 Penalty: 5315.727051
	Iteration 88Q: 3 clusters Score -8409717 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -8409724.000000 Penalty: 5315.727051
	Iteration 89Q: 3 clusters Score -8409724 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -8409740.000000 Penalty: 5315.727051
	Iteration 90Q: 3 clusters Score -8409740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -8409762.000000 Penalty: 5315.727051
	Iteration 91Q: 3 clusters Score -8409762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -8409780.000000 Penalty: 5315.727051
	Iteration 92Q: 3 clusters Score -8409780 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -8409804.000000 Penalty: 5315.727051
	Iteration 93Q: 3 clusters Score -8409804 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -8409805.000000 Penalty: 5315.727051
	Iteration 94Q: 3 clusters Score -8409805 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -8409832.000000 Penalty: 5315.727051
	Iteration 95Q: 3 clusters Score -8409832 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8409840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -8409853.000000 Penalty: 5315.727051
	Iteration 97Q: 3 clusters Score -8409853 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -8409862.000000 Penalty: 5315.727051
	Iteration 98Q: 3 clusters Score -8409862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -8409871.000000 Penalty: 5315.727051
	Iteration 99Q: 3 clusters Score -8409871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -8409884.000000 Penalty: 5315.727051
	Iteration 100F: 3 clusters Score -8409884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -8409894.000000 Penalty: 5315.727051
	Iteration 101Q: 3 clusters Score -8409894 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -8409912.000000 Penalty: 5315.727051
	Iteration 102Q: 3 clusters Score -8409912 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -8409918.000000 Penalty: 5315.727051
	Iteration 103Q: 3 clusters Score -8409918 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -8409931.000000 Penalty: 5315.727051
	Iteration 104Q: 3 clusters Score -8409931 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -8409935.000000 Penalty: 5315.727051
	Iteration 105Q: 3 clusters Score -8409935 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -8409927.000000 Penalty: 5315.727051
	Iteration 106Q: 3 clusters Score -8409927 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -8409960.000000 Penalty: 5315.727051
	Iteration 107Q: 3 clusters Score -8409960 nChanged 85
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Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8409968 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -8409980.000000 Penalty: 5315.727051
	Iteration 109Q: 3 clusters Score -8409980 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -8410012.000000 Penalty: 5315.727051
	Iteration 110Q: 3 clusters Score -8410012 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -8410029.000000 Penalty: 5315.727051
	Iteration 111Q: 3 clusters Score -8410029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -8410057.000000 Penalty: 5315.727051
	Iteration 112Q: 3 clusters Score -8410057 nChanged 70
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Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -8410061.000000 Penalty: 5315.727051
	Iteration 113Q: 3 clusters Score -8410061 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -8410070.000000 Penalty: 5315.727051
	Iteration 114Q: 3 clusters Score -8410070 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39300 members 
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Entering Unmasked Estep 
Score: -8410064.000000 Penalty: 5315.727051
	Iteration 115Q: 3 clusters Score -8410064 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -8410086.000000 Penalty: 5315.727051
	Iteration 116Q: 3 clusters Score -8410086 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39394 members 
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Entering Unmasked Estep 
Score: -8410089.000000 Penalty: 5315.727051
	Iteration 117Q: 3 clusters Score -8410089 nChanged 36
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Mstep: Class 1 contains 39430 members 
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Entering Unmasked Estep 
Score: -8410078.000000 Penalty: 5315.727051
	Iteration 118Q: 3 clusters Score -8410078 nChanged 34
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Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -8410090.000000 Penalty: 5315.727051
	Iteration 119Q: 3 clusters Score -8410090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -8410066.000000 Penalty: 5315.727051
	Iteration 120F: 3 clusters Score -8410066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -8410086.000000 Penalty: 5315.727051
	Iteration 121Q: 3 clusters Score -8410086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -8410097.000000 Penalty: 5315.727051
	Iteration 122Q: 3 clusters Score -8410097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -8410096.000000 Penalty: 5315.727051
	Iteration 123Q: 3 clusters Score -8410096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -8410125.000000 Penalty: 5315.727051
	Iteration 124Q: 3 clusters Score -8410125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -8410126.000000 Penalty: 5315.727051
	Iteration 125Q: 3 clusters Score -8410126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -8410145.000000 Penalty: 5315.727051
	Iteration 126Q: 3 clusters Score -8410145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8410130.000000 Penalty: 5315.727051
	Iteration 127Q: 3 clusters Score -8410130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -8410133.000000 Penalty: 5315.727051
	Iteration 128Q: 3 clusters Score -8410133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -8410125.000000 Penalty: 5315.727051
	Iteration 129Q: 3 clusters Score -8410125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -8410137.000000 Penalty: 5315.727051
	Iteration 130Q: 3 clusters Score -8410137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -8410135.000000 Penalty: 5315.727051
	Iteration 131Q: 3 clusters Score -8410135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -8410141.000000 Penalty: 5315.727051
	Iteration 132Q: 3 clusters Score -8410141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -8410138.000000 Penalty: 5315.727051
	Iteration 133Q: 3 clusters Score -8410138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -8410143.000000 Penalty: 5315.727051
	Iteration 134Q: 3 clusters Score -8410143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -8410141.000000 Penalty: 5315.727051
	Iteration 135Q: 3 clusters Score -8410141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -8410148.000000 Penalty: 5315.727051
	Iteration 136Q: 3 clusters Score -8410148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -8410149.000000 Penalty: 5315.727051
	Iteration 137Q: 3 clusters Score -8410149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -8410152.000000 Penalty: 5315.727051
	Iteration 138Q: 3 clusters Score -8410152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -8410155.000000 Penalty: 5315.727051
	Iteration 139Q: 3 clusters Score -8410155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -8410160.000000 Penalty: 5315.727051
	Iteration 140F: 3 clusters Score -8410160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -8410149.000000 Penalty: 5315.727051
	Iteration 141Q: 3 clusters Score -8410149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -8410155.000000 Penalty: 5315.727051
	Iteration 142Q: 3 clusters Score -8410155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -8410158.000000 Penalty: 5315.727051
	Iteration 143Q: 3 clusters Score -8410158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -8410158.000000 Penalty: 5315.727051
	Iteration 144F: 3 clusters Score -8410158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26795.060547 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -26795.06 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 173 members 
Entering Unmasked Estep 
Score: -25621.517578 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -25621.52 nChanged 72
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: -25816.212891 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -25816.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25864.630859 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -25864.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25882.490234 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -25882.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25914.115234 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -25914.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25962.357422 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -25962.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25970.138672 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -25970.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25979.144531 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -25979.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26017.353516 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -26017.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26063.904297 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -26063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26090.138672 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -26090.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26118.976562 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -26118.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26130.615234 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -26130.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26157.189453 Penalty: 2885.287109
	Iteration 13Q: 3 clusters Score -26157.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26184.804688 Penalty: 2885.287109
	Iteration 14Q: 3 clusters Score -26184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26184.804688 Penalty: 2885.287109
	Iteration 15F: 3 clusters Score -26184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Entering Unmasked Estep 
Score: -1670168.000000 Penalty: 2257.013428
	Iteration 0F: 2 clusters Score -1670168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1663100.250000 Penalty: 4514.026855
	Iteration 0F: 3 clusters Score -1663100 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1665054.750000 Penalty: 4514.026855
	Iteration 1F: 3 clusters Score -1665055 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1665323.125000 Penalty: 4514.026855
	Iteration 2F: 3 clusters Score -1665323 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1665517.125000 Penalty: 4514.026855
	Iteration 3Q: 3 clusters Score -1665517 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1665663.375000 Penalty: 4514.026855
	Iteration 4Q: 3 clusters Score -1665663 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1665782.375000 Penalty: 4514.026855
	Iteration 5Q: 3 clusters Score -1665782 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1665897.750000 Penalty: 4514.026855
	Iteration 6Q: 3 clusters Score -1665898 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1666018.375000 Penalty: 4514.026855
	Iteration 7Q: 3 clusters Score -1666018 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1666150.875000 Penalty: 4514.026855
	Iteration 8Q: 3 clusters Score -1666151 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1666285.625000 Penalty: 4514.026855
	Iteration 9Q: 3 clusters Score -1666286 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1666426.625000 Penalty: 4514.026855
	Iteration 10Q: 3 clusters Score -1666427 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1666581.625000 Penalty: 4514.026855
	Iteration 11Q: 3 clusters Score -1666582 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1666776.750000 Penalty: 4514.026855
	Iteration 12Q: 3 clusters Score -1666777 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1667012.875000 Penalty: 4514.026855
	Iteration 13Q: 3 clusters Score -1667013 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1667306.625000 Penalty: 4514.026855
	Iteration 14Q: 3 clusters Score -1667307 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1667586.250000 Penalty: 4514.026855
	Iteration 15Q: 3 clusters Score -1667586 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1667790.250000 Penalty: 4514.026855
	Iteration 16Q: 3 clusters Score -1667790 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1667934.875000 Penalty: 4514.026855
	Iteration 17Q: 3 clusters Score -1667935 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1668040.875000 Penalty: 4514.026855
	Iteration 18Q: 3 clusters Score -1668041 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1668112.625000 Penalty: 4514.026855
	Iteration 19Q: 3 clusters Score -1668113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1668173.125000 Penalty: 4514.026855
	Iteration 20F: 3 clusters Score -1668173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1668227.625000 Penalty: 4514.026855
	Iteration 21Q: 3 clusters Score -1668228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1668256.750000 Penalty: 4514.026855
	Iteration 22Q: 3 clusters Score -1668257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1668282.500000 Penalty: 4514.026855
	Iteration 23Q: 3 clusters Score -1668282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1668303.500000 Penalty: 4514.026855
	Iteration 24Q: 3 clusters Score -1668304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1668333.000000 Penalty: 4514.026855
	Iteration 25Q: 3 clusters Score -1668333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1668352.750000 Penalty: 4514.026855
	Iteration 26Q: 3 clusters Score -1668353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1668366.250000 Penalty: 4514.026855
	Iteration 27Q: 3 clusters Score -1668366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1668373.125000 Penalty: 4514.026855
	Iteration 28Q: 3 clusters Score -1668373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1668379.750000 Penalty: 4514.026855
	Iteration 29Q: 3 clusters Score -1668380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1668383.000000 Penalty: 4514.026855
	Iteration 30Q: 3 clusters Score -1668383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1668386.625000 Penalty: 4514.026855
	Iteration 31Q: 3 clusters Score -1668387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1668395.375000 Penalty: 4514.026855
	Iteration 32Q: 3 clusters Score -1668395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1668400.625000 Penalty: 4514.026855
	Iteration 33Q: 3 clusters Score -1668401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1668404.000000 Penalty: 4514.026855
	Iteration 34Q: 3 clusters Score -1668404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1668408.000000 Penalty: 4514.026855
	Iteration 35Q: 3 clusters Score -1668408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1668414.375000 Penalty: 4514.026855
	Iteration 36Q: 3 clusters Score -1668414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1668414.500000 Penalty: 4514.026855
	Iteration 37Q: 3 clusters Score -1668414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1668414.500000 Penalty: 4514.026855
	Iteration 38F: 3 clusters Score -1668414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Entering Unmasked Estep 
Score: -3303508.750000 Penalty: 2423.402100
	Iteration 0F: 2 clusters Score -3303509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3290982.000000 Penalty: 4846.804199
	Iteration 0F: 3 clusters Score -3290982 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3295056.750000 Penalty: 4846.804199
	Iteration 1F: 3 clusters Score -3295057 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3295437.750000 Penalty: 4846.804199
	Iteration 2F: 3 clusters Score -3295438 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3295711.750000 Penalty: 4846.804199
	Iteration 3Q: 3 clusters Score -3295712 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3295951.250000 Penalty: 4846.804199
	Iteration 4Q: 3 clusters Score -3295951 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3296142.250000 Penalty: 4846.804199
	Iteration 5Q: 3 clusters Score -3296142 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3296299.250000 Penalty: 4846.804199
	Iteration 6Q: 3 clusters Score -3296299 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3296435.250000 Penalty: 4846.804199
	Iteration 7Q: 3 clusters Score -3296435 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3296569.750000 Penalty: 4846.804199
	Iteration 8Q: 3 clusters Score -3296570 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -3296687.500000 Penalty: 4846.804199
	Iteration 9Q: 3 clusters Score -3296688 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3296796.000000 Penalty: 4846.804199
	Iteration 10Q: 3 clusters Score -3296796 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3296896.500000 Penalty: 4846.804199
	Iteration 11Q: 3 clusters Score -3296896 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3297012.750000 Penalty: 4846.804199
	Iteration 12Q: 3 clusters Score -3297013 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -3297125.500000 Penalty: 4846.804199
	Iteration 13Q: 3 clusters Score -3297126 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3297249.250000 Penalty: 4846.804199
	Iteration 14Q: 3 clusters Score -3297249 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3297390.000000 Penalty: 4846.804199
	Iteration 15Q: 3 clusters Score -3297390 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3297538.500000 Penalty: 4846.804199
	Iteration 16Q: 3 clusters Score -3297538 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3297716.000000 Penalty: 4846.804199
	Iteration 17Q: 3 clusters Score -3297716 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3297968.500000 Penalty: 4846.804199
	Iteration 18Q: 3 clusters Score -3297968 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3298276.500000 Penalty: 4846.804199
	Iteration 19Q: 3 clusters Score -3298276 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3298668.250000 Penalty: 4846.804199
	Iteration 20F: 3 clusters Score -3298668 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3299076.750000 Penalty: 4846.804199
	Iteration 21Q: 3 clusters Score -3299077 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3299505.000000 Penalty: 4846.804199
	Iteration 22Q: 3 clusters Score -3299505 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3299932.500000 Penalty: 4846.804199
	Iteration 23Q: 3 clusters Score -3299932 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3300284.750000 Penalty: 4846.804199
	Iteration 24Q: 3 clusters Score -3300285 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3300591.750000 Penalty: 4846.804199
	Iteration 25Q: 3 clusters Score -3300592 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3300833.500000 Penalty: 4846.804199
	Iteration 26Q: 3 clusters Score -3300834 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3301010.250000 Penalty: 4846.804199
	Iteration 27Q: 3 clusters Score -3301010 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3301124.000000 Penalty: 4846.804199
	Iteration 28Q: 3 clusters Score -3301124 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3301215.000000 Penalty: 4846.804199
	Iteration 29Q: 3 clusters Score -3301215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3301248.750000 Penalty: 4846.804199
	Iteration 30Q: 3 clusters Score -3301249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3301271.000000 Penalty: 4846.804199
	Iteration 31Q: 3 clusters Score -3301271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3301292.500000 Penalty: 4846.804199
	Iteration 32Q: 3 clusters Score -3301292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3301315.000000 Penalty: 4846.804199
	Iteration 33Q: 3 clusters Score -3301315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3301320.250000 Penalty: 4846.804199
	Iteration 34Q: 3 clusters Score -3301320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3301334.000000 Penalty: 4846.804199
	Iteration 35Q: 3 clusters Score -3301334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3301340.250000 Penalty: 4846.804199
	Iteration 36Q: 3 clusters Score -3301340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3301341.750000 Penalty: 4846.804199
	Iteration 37Q: 3 clusters Score -3301342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3301347.750000 Penalty: 4846.804199
	Iteration 38Q: 3 clusters Score -3301348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3301352.500000 Penalty: 4846.804199
	Iteration 39Q: 3 clusters Score -3301352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3301354.250000 Penalty: 4846.804199
	Iteration 40F: 3 clusters Score -3301354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3301355.250000 Penalty: 4846.804199
	Iteration 41Q: 3 clusters Score -3301355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3301355.250000 Penalty: 4846.804199
	Iteration 42F: 3 clusters Score -3301355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -56234.574219 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -56234.57 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 195 members 
Entering Unmasked Estep 
Score: -54985.761719 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -54985.76 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55292.902344 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -55292.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55354.574219 Penalty: 2971.766357
	Iteration 2Q: 3 clusters Score -55354.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55367.835938 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -55367.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55383.632812 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -55383.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55394.289062 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -55394.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55405.070312 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -55405.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55412.402344 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -55412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55417.144531 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -55417.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55421.269531 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -55421.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55421.269531 Penalty: 2971.766357
	Iteration 10F: 3 clusters Score -55421.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -57477.996094 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -57478 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 293 members 
Entering Unmasked Estep 
Score: -56003.160156 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -56003.16 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56267.253906 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -56267.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56389.562500 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -56389.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56441.300781 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -56441.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56484.378906 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -56484.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56512.386719 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -56512.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56531.101562 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -56531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56544.820312 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -56544.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56547.726562 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -56547.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56553.832031 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -56553.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56554.875000 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -56554.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56554.875000 Penalty: 3101.899170
	Iteration 11F: 3 clusters Score -56554.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Entering Unmasked Estep 
Score: -8070827.500000 Penalty: 2647.900146
	Iteration 0F: 2 clusters Score -8070828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -8042182.500000 Penalty: 5295.800293
	Iteration 0F: 3 clusters Score -8042182 nChanged 20026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -8053530.000000 Penalty: 5295.800293
	Iteration 1F: 3 clusters Score -8053530 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -8054418.000000 Penalty: 5295.800293
	Iteration 2F: 3 clusters Score -8054418 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -8055398.000000 Penalty: 5295.800293
	Iteration 3Q: 3 clusters Score -8055398 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -8056622.500000 Penalty: 5295.800293
	Iteration 4F: 3 clusters Score -8056622 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -8058180.500000 Penalty: 5295.800293
	Iteration 5F: 3 clusters Score -8058180 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -8060288.500000 Penalty: 5295.800293
	Iteration 6F: 3 clusters Score -8060288 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -8062747.000000 Penalty: 5295.800293
	Iteration 7F: 3 clusters Score -8062747 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -8065190.500000 Penalty: 5295.800293
	Iteration 8F: 3 clusters Score -8065190 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -8066804.500000 Penalty: 5295.800293
	Iteration 9Q: 3 clusters Score -8066804 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -8067693.500000 Penalty: 5295.800293
	Iteration 10Q: 3 clusters Score -8067694 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -8068171.000000 Penalty: 5295.800293
	Iteration 11Q: 3 clusters Score -8068171 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -8068449.500000 Penalty: 5295.800293
	Iteration 12Q: 3 clusters Score -8068450 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -8068606.000000 Penalty: 5295.800293
	Iteration 13Q: 3 clusters Score -8068606 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -8068740.000000 Penalty: 5295.800293
	Iteration 14Q: 3 clusters Score -8068740 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8068824.000000 Penalty: 5295.800293
	Iteration 15Q: 3 clusters Score -8068824 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -8068860.000000 Penalty: 5295.800293
	Iteration 16Q: 3 clusters Score -8068860 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -8068891.500000 Penalty: 5295.800293
	Iteration 17Q: 3 clusters Score -8068892 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8068905.500000 Penalty: 5295.800293
	Iteration 18Q: 3 clusters Score -8068906 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8068899.000000 Penalty: 5295.800293
	Iteration 19Q: 3 clusters Score -8068899 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8068930.500000 Penalty: 5295.800293
	Iteration 20F: 3 clusters Score -8068930 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8068938.000000 Penalty: 5295.800293
	Iteration 21Q: 3 clusters Score -8068938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8068957.000000 Penalty: 5295.800293
	Iteration 22Q: 3 clusters Score -8068957 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8068952.000000 Penalty: 5295.800293
	Iteration 23Q: 3 clusters Score -8068952 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8068932.000000 Penalty: 5295.800293
	Iteration 24Q: 3 clusters Score -8068932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8068953.500000 Penalty: 5295.800293
	Iteration 25Q: 3 clusters Score -8068954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8068970.000000 Penalty: 5295.800293
	Iteration 26Q: 3 clusters Score -8068970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8068979.000000 Penalty: 5295.800293
	Iteration 27Q: 3 clusters Score -8068979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8068979.500000 Penalty: 5295.800293
	Iteration 28Q: 3 clusters Score -8068980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8069000.000000 Penalty: 5295.800293
	Iteration 29Q: 3 clusters Score -8069000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8069001.000000 Penalty: 5295.800293
	Iteration 30Q: 3 clusters Score -8069001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8069017.500000 Penalty: 5295.800293
	Iteration 31Q: 3 clusters Score -8069018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8069016.500000 Penalty: 5295.800293
	Iteration 32Q: 3 clusters Score -8069016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8069014.000000 Penalty: 5295.800293
	Iteration 33Q: 3 clusters Score -8069014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8069015.500000 Penalty: 5295.800293
	Iteration 34Q: 3 clusters Score -8069016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8069035.000000 Penalty: 5295.800293
	Iteration 35Q: 3 clusters Score -8069035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8069033.000000 Penalty: 5295.800293
	Iteration 36Q: 3 clusters Score -8069033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8069038.500000 Penalty: 5295.800293
	Iteration 37Q: 3 clusters Score -8069038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8069043.500000 Penalty: 5295.800293
	Iteration 38Q: 3 clusters Score -8069044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8069032.500000 Penalty: 5295.800293
	Iteration 39Q: 3 clusters Score -8069032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8069040.000000 Penalty: 5295.800293
	Iteration 40F: 3 clusters Score -8069040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8069037.500000 Penalty: 5295.800293
	Iteration 41Q: 3 clusters Score -8069038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8069043.500000 Penalty: 5295.800293
	Iteration 42Q: 3 clusters Score -8069044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8069048.000000 Penalty: 5295.800293
	Iteration 43Q: 3 clusters Score -8069048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8069034.000000 Penalty: 5295.800293
	Iteration 44Q: 3 clusters Score -8069034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8069038.000000 Penalty: 5295.800293
	Iteration 45Q: 3 clusters Score -8069038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8069036.000000 Penalty: 5295.800293
	Iteration 46Q: 3 clusters Score -8069036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8069041.500000 Penalty: 5295.800293
	Iteration 47Q: 3 clusters Score -8069042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8069033.000000 Penalty: 5295.800293
	Iteration 48Q: 3 clusters Score -8069033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8069034.000000 Penalty: 5295.800293
	Iteration 49Q: 3 clusters Score -8069034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8069032.500000 Penalty: 5295.800293
	Iteration 50Q: 3 clusters Score -8069032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8069032.500000 Penalty: 5295.800293
	Iteration 51Q: 3 clusters Score -8069032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8069033.000000 Penalty: 5295.800293
	Iteration 52Q: 3 clusters Score -8069033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8069035.500000 Penalty: 5295.800293
	Iteration 53Q: 3 clusters Score -8069036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8069033.500000 Penalty: 5295.800293
	Iteration 54Q: 3 clusters Score -8069034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8069045.000000 Penalty: 5295.800293
	Iteration 55Q: 3 clusters Score -8069045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8069045.000000 Penalty: 5295.800293
	Iteration 56Q: 3 clusters Score -8069045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8069040.500000 Penalty: 5295.800293
	Iteration 57Q: 3 clusters Score -8069040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8069047.000000 Penalty: 5295.800293
	Iteration 58Q: 3 clusters Score -8069047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8069040.000000 Penalty: 5295.800293
	Iteration 59Q: 3 clusters Score -8069040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8069050.000000 Penalty: 5295.800293
	Iteration 60F: 3 clusters Score -8069050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8069051.000000 Penalty: 5295.800293
	Iteration 61Q: 3 clusters Score -8069051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8069056.500000 Penalty: 5295.800293
	Iteration 62Q: 3 clusters Score -8069056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8069053.000000 Penalty: 5295.800293
	Iteration 63Q: 3 clusters Score -8069053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8069057.000000 Penalty: 5295.800293
	Iteration 64Q: 3 clusters Score -8069057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8069063.000000 Penalty: 5295.800293
	Iteration 65Q: 3 clusters Score -8069063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8069060.000000 Penalty: 5295.800293
	Iteration 66Q: 3 clusters Score -8069060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8069057.000000 Penalty: 5295.800293
	Iteration 67Q: 3 clusters Score -8069057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8069057.000000 Penalty: 5295.800293
	Iteration 68Q: 3 clusters Score -8069057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8069052.000000 Penalty: 5295.800293
	Iteration 69Q: 3 clusters Score -8069052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8069046.500000 Penalty: 5295.800293
	Iteration 70Q: 3 clusters Score -8069046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8069060.000000 Penalty: 5295.800293
	Iteration 71Q: 3 clusters Score -8069060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8069060.000000 Penalty: 5295.800293
	Iteration 72Q: 3 clusters Score -8069060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8069052.000000 Penalty: 5295.800293
	Iteration 73Q: 3 clusters Score -8069052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8069061.500000 Penalty: 5295.800293
	Iteration 74Q: 3 clusters Score -8069062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8069062.000000 Penalty: 5295.800293
	Iteration 75Q: 3 clusters Score -8069062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8069072.000000 Penalty: 5295.800293
	Iteration 76Q: 3 clusters Score -8069072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8069075.500000 Penalty: 5295.800293
	Iteration 77Q: 3 clusters Score -8069076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8069075.500000 Penalty: 5295.800293
	Iteration 78F: 3 clusters Score -8069076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Entering Unmasked Estep 
Score: -4672644.000000 Penalty: 2512.888184
	Iteration 0F: 2 clusters Score -4672644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -4655188.000000 Penalty: 5025.776367
	Iteration 0F: 3 clusters Score -4655188 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4661088 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4661549.000000 Penalty: 5025.776367
	Iteration 2F: 3 clusters Score -4661549 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4661960.500000 Penalty: 5025.776367
	Iteration 3Q: 3 clusters Score -4661960 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -4662456.500000 Penalty: 5025.776367
	Iteration 4Q: 3 clusters Score -4662456 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4663096.500000 Penalty: 5025.776367
	Iteration 5Q: 3 clusters Score -4663096 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4663744.000000 Penalty: 5025.776367
	Iteration 6F: 3 clusters Score -4663744 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -4664612.000000 Penalty: 5025.776367
	Iteration 7F: 3 clusters Score -4664612 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -4665799.000000 Penalty: 5025.776367
	Iteration 8F: 3 clusters Score -4665799 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -4667240.000000 Penalty: 5025.776367
	Iteration 9F: 3 clusters Score -4667240 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4668641.000000 Penalty: 5025.776367
	Iteration 10F: 3 clusters Score -4668641 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -4669605.500000 Penalty: 5025.776367
	Iteration 11Q: 3 clusters Score -4669606 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -4670113.000000 Penalty: 5025.776367
	Iteration 12Q: 3 clusters Score -4670113 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -4670379.000000 Penalty: 5025.776367
	Iteration 13Q: 3 clusters Score -4670379 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4670500.000000 Penalty: 5025.776367
	Iteration 14Q: 3 clusters Score -4670500 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4670566.500000 Penalty: 5025.776367
	Iteration 15Q: 3 clusters Score -4670566 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -4670624.500000 Penalty: 5025.776367
	Iteration 16Q: 3 clusters Score -4670624 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4670670.000000 Penalty: 5025.776367
	Iteration 17Q: 3 clusters Score -4670670 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -4670685.500000 Penalty: 5025.776367
	Iteration 18Q: 3 clusters Score -4670686 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -4670708.000000 Penalty: 5025.776367
	Iteration 19Q: 3 clusters Score -4670708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4670713.500000 Penalty: 5025.776367
	Iteration 20F: 3 clusters Score -4670714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4670728.500000 Penalty: 5025.776367
	Iteration 21Q: 3 clusters Score -4670728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4670755.000000 Penalty: 5025.776367
	Iteration 22Q: 3 clusters Score -4670755 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4670768.500000 Penalty: 5025.776367
	Iteration 23Q: 3 clusters Score -4670768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4670783.500000 Penalty: 5025.776367
	Iteration 24Q: 3 clusters Score -4670784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4670801.000000 Penalty: 5025.776367
	Iteration 25Q: 3 clusters Score -4670801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4670804.000000 Penalty: 5025.776367
	Iteration 26Q: 3 clusters Score -4670804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4670819.500000 Penalty: 5025.776367
	Iteration 27Q: 3 clusters Score -4670820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4670827.500000 Penalty: 5025.776367
	Iteration 28Q: 3 clusters Score -4670828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4670836.500000 Penalty: 5025.776367
	Iteration 29Q: 3 clusters Score -4670836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4670842.000000 Penalty: 5025.776367
	Iteration 30Q: 3 clusters Score -4670842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4670850.000000 Penalty: 5025.776367
	Iteration 31Q: 3 clusters Score -4670850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4670852.000000 Penalty: 5025.776367
	Iteration 32Q: 3 clusters Score -4670852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4670861.500000 Penalty: 5025.776367
	Iteration 33Q: 3 clusters Score -4670862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4670852.500000 Penalty: 5025.776367
	Iteration 34Q: 3 clusters Score -4670852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4670859.000000 Penalty: 5025.776367
	Iteration 35Q: 3 clusters Score -4670859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4670854.000000 Penalty: 5025.776367
	Iteration 36Q: 3 clusters Score -4670854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4670862.000000 Penalty: 5025.776367
	Iteration 37Q: 3 clusters Score -4670862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4670858.500000 Penalty: 5025.776367
	Iteration 38Q: 3 clusters Score -4670858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4670860.500000 Penalty: 5025.776367
	Iteration 39Q: 3 clusters Score -4670860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4670860.500000 Penalty: 5025.776367
	Iteration 40F: 3 clusters Score -4670860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4670871.000000 Penalty: 5025.776367
	Iteration 41Q: 3 clusters Score -4670871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4670875.000000 Penalty: 5025.776367
	Iteration 42Q: 3 clusters Score -4670875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4670877.000000 Penalty: 5025.776367
	Iteration 43Q: 3 clusters Score -4670877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4670882.500000 Penalty: 5025.776367
	Iteration 44Q: 3 clusters Score -4670882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4670881.500000 Penalty: 5025.776367
	Iteration 45Q: 3 clusters Score -4670882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4670875.000000 Penalty: 5025.776367
	Iteration 46Q: 3 clusters Score -4670875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4670887.000000 Penalty: 5025.776367
	Iteration 47Q: 3 clusters Score -4670887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4670877.500000 Penalty: 5025.776367
	Iteration 48Q: 3 clusters Score -4670878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4670891.000000 Penalty: 5025.776367
	Iteration 49Q: 3 clusters Score -4670891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4670889.500000 Penalty: 5025.776367
	Iteration 50Q: 3 clusters Score -4670890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4670899.000000 Penalty: 5025.776367
	Iteration 51Q: 3 clusters Score -4670899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4670898.500000 Penalty: 5025.776367
	Iteration 52Q: 3 clusters Score -4670898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4670894.000000 Penalty: 5025.776367
	Iteration 53Q: 3 clusters Score -4670894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4670891.500000 Penalty: 5025.776367
	Iteration 54Q: 3 clusters Score -4670892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4670895.000000 Penalty: 5025.776367
	Iteration 55Q: 3 clusters Score -4670895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4670902.000000 Penalty: 5025.776367
	Iteration 56Q: 3 clusters Score -4670902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4670908.000000 Penalty: 5025.776367
	Iteration 57Q: 3 clusters Score -4670908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4670906.500000 Penalty: 5025.776367
	Iteration 58Q: 3 clusters Score -4670906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4670917.000000 Penalty: 5025.776367
	Iteration 59Q: 3 clusters Score -4670917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4670916.000000 Penalty: 5025.776367
	Iteration 60F: 3 clusters Score -4670916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4670912.500000 Penalty: 5025.776367
	Iteration 61Q: 3 clusters Score -4670912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4670914.000000 Penalty: 5025.776367
	Iteration 62Q: 3 clusters Score -4670914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4670918.500000 Penalty: 5025.776367
	Iteration 63Q: 3 clusters Score -4670918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4670914.500000 Penalty: 5025.776367
	Iteration 64Q: 3 clusters Score -4670914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4670918.500000 Penalty: 5025.776367
	Iteration 65Q: 3 clusters Score -4670918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4670920.500000 Penalty: 5025.776367
	Iteration 66Q: 3 clusters Score -4670920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4670920.500000 Penalty: 5025.776367
	Iteration 67F: 3 clusters Score -4670920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -77977.054688 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -77977.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76536.289062 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -76536.29 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76737.171875 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -76737.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -76839.664062 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -76839.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -76979.507812 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -76979.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -77037.226562 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -77037.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -77062.789062 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -77062.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -77078.414062 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -77078.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -77090.984375 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -77090.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -77112.703125 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -77112.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -77145.921875 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -77145.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -77175.187500 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -77175.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -77210.125000 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -77210.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -77218.000000 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -77218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -77222.164062 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -77222.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -77235.406250 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -77235.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -77249.101562 Penalty: 3049.640381
	Iteration 15Q: 3 clusters Score -77249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -77257.023438 Penalty: 3049.640381
	Iteration 16Q: 3 clusters Score -77257.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77259.101562 Penalty: 3049.640381
	Iteration 17Q: 3 clusters Score -77259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77260.289062 Penalty: 3049.640381
	Iteration 18F: 3 clusters Score -77260.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -77276.882812 Penalty: 3049.640381
	Iteration 19Q: 3 clusters Score -77276.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -77296.789062 Penalty: 3049.640381
	Iteration 20F: 3 clusters Score -77296.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77323.453125 Penalty: 3049.640381
	Iteration 21Q: 3 clusters Score -77323.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -77330.789062 Penalty: 3049.640381
	Iteration 22Q: 3 clusters Score -77330.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -77337.203125 Penalty: 3049.640381
	Iteration 23Q: 3 clusters Score -77337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -77337.203125 Penalty: 3049.640381
	Iteration 24F: 3 clusters Score -77337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Entering Unmasked Estep 
Score: -9608582.000000 Penalty: 2689.535156
	Iteration 0F: 2 clusters Score -9608582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -9576630.000000 Penalty: 5379.070312
	Iteration 0F: 3 clusters Score -9576630 nChanged 23712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -9589851.000000 Penalty: 5379.070312
	Iteration 1F: 3 clusters Score -9589851 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -9590468.000000 Penalty: 5379.070312
	Iteration 2Q: 3 clusters Score -9590468 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -9591079.000000 Penalty: 5379.070312
	Iteration 3Q: 3 clusters Score -9591079 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -9591819.000000 Penalty: 5379.070312
	Iteration 4Q: 3 clusters Score -9591819 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -9592918.000000 Penalty: 5379.070312
	Iteration 5Q: 3 clusters Score -9592918 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -9594401.000000 Penalty: 5379.070312
	Iteration 6F: 3 clusters Score -9594401 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -9596498.000000 Penalty: 5379.070312
	Iteration 7F: 3 clusters Score -9596498 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -9599028.000000 Penalty: 5379.070312
	Iteration 8F: 3 clusters Score -9599028 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -9601614.000000 Penalty: 5379.070312
	Iteration 9F: 3 clusters Score -9601614 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -9603892.000000 Penalty: 5379.070312
	Iteration 10Q: 3 clusters Score -9603892 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -9605248.000000 Penalty: 5379.070312
	Iteration 11Q: 3 clusters Score -9605248 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -9605819.000000 Penalty: 5379.070312
	Iteration 12Q: 3 clusters Score -9605819 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9606017.000000 Penalty: 5379.070312
	Iteration 13Q: 3 clusters Score -9606017 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9606186.000000 Penalty: 5379.070312
	Iteration 14Q: 3 clusters Score -9606186 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9606278.000000 Penalty: 5379.070312
	Iteration 15Q: 3 clusters Score -9606278 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9606328.000000 Penalty: 5379.070312
	Iteration 16Q: 3 clusters Score -9606328 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9606368.000000 Penalty: 5379.070312
	Iteration 17Q: 3 clusters Score -9606368 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9606416.000000 Penalty: 5379.070312
	Iteration 18Q: 3 clusters Score -9606416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9606439.000000 Penalty: 5379.070312
	Iteration 19Q: 3 clusters Score -9606439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9606466.000000 Penalty: 5379.070312
	Iteration 20F: 3 clusters Score -9606466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9606464.000000 Penalty: 5379.070312
	Iteration 21Q: 3 clusters Score -9606464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9606508.000000 Penalty: 5379.070312
	Iteration 22Q: 3 clusters Score -9606508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9606503.000000 Penalty: 5379.070312
	Iteration 23Q: 3 clusters Score -9606503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9606509.000000 Penalty: 5379.070312
	Iteration 24Q: 3 clusters Score -9606509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9606520.000000 Penalty: 5379.070312
	Iteration 25Q: 3 clusters Score -9606520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9606530.000000 Penalty: 5379.070312
	Iteration 26Q: 3 clusters Score -9606530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9606530.000000 Penalty: 5379.070312
	Iteration 27Q: 3 clusters Score -9606530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9606525.000000 Penalty: 5379.070312
	Iteration 28Q: 3 clusters Score -9606525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9606524.000000 Penalty: 5379.070312
	Iteration 29Q: 3 clusters Score -9606524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9606530.000000 Penalty: 5379.070312
	Iteration 30Q: 3 clusters Score -9606530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9606530.000000 Penalty: 5379.070312
	Iteration 31F: 3 clusters Score -9606530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -98260.304688 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -98260.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96635.085938 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -96635.09 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -97096.093750 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -97096.09 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97433.796875 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -97433.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97617.992188 Penalty: 3266.056396
	Iteration 3F: 3 clusters Score -97617.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -97776.609375 Penalty: 3266.056396
	Iteration 4F: 3 clusters Score -97776.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -97879.882812 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -97879.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -97932.257812 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -97932.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97954.335938 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -97954.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -97969.929688 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -97969.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -97978.960938 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -97978.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98007.492188 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -98007.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -98038.125000 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -98038.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98069.281250 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -98069.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -98079.210938 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -98079.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98096.726562 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -98096.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98122.140625 Penalty: 3266.056396
	Iteration 15Q: 3 clusters Score -98122.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98157.765625 Penalty: 3266.056396
	Iteration 16Q: 3 clusters Score -98157.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -98198.773438 Penalty: 3266.056396
	Iteration 17Q: 3 clusters Score -98198.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -98221.476562 Penalty: 3266.056396
	Iteration 18Q: 3 clusters Score -98221.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -98224.289062 Penalty: 3266.056396
	Iteration 19Q: 3 clusters Score -98224.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -98224.289062 Penalty: 3266.056396
	Iteration 20F: 3 clusters Score -98224.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -457482.062500 Penalty: 1952.463379
	Iteration 0F: 2 clusters Score -457482.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -454495.781250 Penalty: 3904.926758
	Iteration 0F: 3 clusters Score -454495.8 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -455084.281250 Penalty: 3904.926758
	Iteration 1F: 3 clusters Score -455084.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -455217.500000 Penalty: 3904.926758
	Iteration 2F: 3 clusters Score -455217.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -455291.906250 Penalty: 3904.926758
	Iteration 3Q: 3 clusters Score -455291.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -455347.906250 Penalty: 3904.926758
	Iteration 4Q: 3 clusters Score -455347.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -455387.093750 Penalty: 3904.926758
	Iteration 5Q: 3 clusters Score -455387.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -455408.062500 Penalty: 3904.926758
	Iteration 6Q: 3 clusters Score -455408.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -455426.218750 Penalty: 3904.926758
	Iteration 7Q: 3 clusters Score -455426.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -455435.281250 Penalty: 3904.926758
	Iteration 8Q: 3 clusters Score -455435.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -455444.531250 Penalty: 3904.926758
	Iteration 9Q: 3 clusters Score -455444.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -455453.500000 Penalty: 3904.926758
	Iteration 10Q: 3 clusters Score -455453.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -455460.156250 Penalty: 3904.926758
	Iteration 11Q: 3 clusters Score -455460.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -455468.250000 Penalty: 3904.926758
	Iteration 12Q: 3 clusters Score -455468.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -455475.468750 Penalty: 3904.926758
	Iteration 13Q: 3 clusters Score -455475.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -455485.312500 Penalty: 3904.926758
	Iteration 14Q: 3 clusters Score -455485.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -455493.562500 Penalty: 3904.926758
	Iteration 15Q: 3 clusters Score -455493.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -455499.656250 Penalty: 3904.926758
	Iteration 16Q: 3 clusters Score -455499.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -455507.250000 Penalty: 3904.926758
	Iteration 17Q: 3 clusters Score -455507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -455520.156250 Penalty: 3904.926758
	Iteration 18Q: 3 clusters Score -455520.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -455527.562500 Penalty: 3904.926758
	Iteration 19Q: 3 clusters Score -455527.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -455532.093750 Penalty: 3904.926758
	Iteration 20F: 3 clusters Score -455532.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -455538.281250 Penalty: 3904.926758
	Iteration 21Q: 3 clusters Score -455538.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -455544.343750 Penalty: 3904.926758
	Iteration 22Q: 3 clusters Score -455544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -455549.843750 Penalty: 3904.926758
	Iteration 23Q: 3 clusters Score -455549.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -455556.218750 Penalty: 3904.926758
	Iteration 24Q: 3 clusters Score -455556.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -455560.062500 Penalty: 3904.926758
	Iteration 25Q: 3 clusters Score -455560.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -455564.281250 Penalty: 3904.926758
	Iteration 26Q: 3 clusters Score -455564.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -455568.406250 Penalty: 3904.926758
	Iteration 27Q: 3 clusters Score -455568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -455573.312500 Penalty: 3904.926758
	Iteration 28Q: 3 clusters Score -455573.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -455579.781250 Penalty: 3904.926758
	Iteration 29Q: 3 clusters Score -455579.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -455585.093750 Penalty: 3904.926758
	Iteration 30Q: 3 clusters Score -455585.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -455593.718750 Penalty: 3904.926758
	Iteration 31Q: 3 clusters Score -455593.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -455604.656250 Penalty: 3904.926758
	Iteration 32Q: 3 clusters Score -455604.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -455609.125000 Penalty: 3904.926758
	Iteration 33Q: 3 clusters Score -455609.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -455615.093750 Penalty: 3904.926758
	Iteration 34Q: 3 clusters Score -455615.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -455622.312500 Penalty: 3904.926758
	Iteration 35Q: 3 clusters Score -455622.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -455627.375000 Penalty: 3904.926758
	Iteration 36Q: 3 clusters Score -455627.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -455632.562500 Penalty: 3904.926758
	Iteration 37Q: 3 clusters Score -455632.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -455635.093750 Penalty: 3904.926758
	Iteration 38Q: 3 clusters Score -455635.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -455639.656250 Penalty: 3904.926758
	Iteration 39Q: 3 clusters Score -455639.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -455643.656250 Penalty: 3904.926758
	Iteration 40F: 3 clusters Score -455643.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -455648.062500 Penalty: 3904.926758
	Iteration 41Q: 3 clusters Score -455648.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -455654.406250 Penalty: 3904.926758
	Iteration 42Q: 3 clusters Score -455654.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -455661.406250 Penalty: 3904.926758
	Iteration 43Q: 3 clusters Score -455661.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -455667.750000 Penalty: 3904.926758
	Iteration 44Q: 3 clusters Score -455667.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -455673.750000 Penalty: 3904.926758
	Iteration 45Q: 3 clusters Score -455673.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -455683.687500 Penalty: 3904.926758
	Iteration 46Q: 3 clusters Score -455683.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -455694.187500 Penalty: 3904.926758
	Iteration 47Q: 3 clusters Score -455694.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -455702.062500 Penalty: 3904.926758
	Iteration 48Q: 3 clusters Score -455702.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -455715.500000 Penalty: 3904.926758
	Iteration 49Q: 3 clusters Score -455715.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -455724.906250 Penalty: 3904.926758
	Iteration 50Q: 3 clusters Score -455724.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -455736.968750 Penalty: 3904.926758
	Iteration 51Q: 3 clusters Score -455737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -455751.906250 Penalty: 3904.926758
	Iteration 52Q: 3 clusters Score -455751.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -455774.656250 Penalty: 3904.926758
	Iteration 53Q: 3 clusters Score -455774.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -455789.156250 Penalty: 3904.926758
	Iteration 54Q: 3 clusters Score -455789.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -455802.687500 Penalty: 3904.926758
	Iteration 55Q: 3 clusters Score -455802.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -455815.812500 Penalty: 3904.926758
	Iteration 56Q: 3 clusters Score -455815.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -455829.218750 Penalty: 3904.926758
	Iteration 57Q: 3 clusters Score -455829.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -455838.625000 Penalty: 3904.926758
	Iteration 58Q: 3 clusters Score -455838.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -455849.656250 Penalty: 3904.926758
	Iteration 59Q: 3 clusters Score -455849.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -455857.093750 Penalty: 3904.926758
	Iteration 60F: 3 clusters Score -455857.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -455865.250000 Penalty: 3904.926758
	Iteration 61Q: 3 clusters Score -455865.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -455871.281250 Penalty: 3904.926758
	Iteration 62Q: 3 clusters Score -455871.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -455877.375000 Penalty: 3904.926758
	Iteration 63Q: 3 clusters Score -455877.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -455885.343750 Penalty: 3904.926758
	Iteration 64Q: 3 clusters Score -455885.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -455892.125000 Penalty: 3904.926758
	Iteration 65Q: 3 clusters Score -455892.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -455898.312500 Penalty: 3904.926758
	Iteration 66Q: 3 clusters Score -455898.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -455905.687500 Penalty: 3904.926758
	Iteration 67Q: 3 clusters Score -455905.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -455915.218750 Penalty: 3904.926758
	Iteration 68Q: 3 clusters Score -455915.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -455925.593750 Penalty: 3904.926758
	Iteration 69Q: 3 clusters Score -455925.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -455938.656250 Penalty: 3904.926758
	Iteration 70Q: 3 clusters Score -455938.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -455948.718750 Penalty: 3904.926758
	Iteration 71Q: 3 clusters Score -455948.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -455959.031250 Penalty: 3904.926758
	Iteration 72Q: 3 clusters Score -455959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -455964.500000 Penalty: 3904.926758
	Iteration 73Q: 3 clusters Score -455964.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -455969.875000 Penalty: 3904.926758
	Iteration 74Q: 3 clusters Score -455969.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -455978.625000 Penalty: 3904.926758
	Iteration 75Q: 3 clusters Score -455978.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -455987.093750 Penalty: 3904.926758
	Iteration 76Q: 3 clusters Score -455987.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -455997.437500 Penalty: 3904.926758
	Iteration 77Q: 3 clusters Score -455997.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -456009.593750 Penalty: 3904.926758
	Iteration 78Q: 3 clusters Score -456009.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -456018.812500 Penalty: 3904.926758
	Iteration 79Q: 3 clusters Score -456018.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -456027.812500 Penalty: 3904.926758
	Iteration 80F: 3 clusters Score -456027.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -456037.343750 Penalty: 3904.926758
	Iteration 81Q: 3 clusters Score -456037.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -456045.906250 Penalty: 3904.926758
	Iteration 82Q: 3 clusters Score -456045.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -456056.125000 Penalty: 3904.926758
	Iteration 83Q: 3 clusters Score -456056.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -456065.468750 Penalty: 3904.926758
	Iteration 84Q: 3 clusters Score -456065.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -456078.375000 Penalty: 3904.926758
	Iteration 85Q: 3 clusters Score -456078.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -456094.531250 Penalty: 3904.926758
	Iteration 86Q: 3 clusters Score -456094.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -456106.343750 Penalty: 3904.926758
	Iteration 87Q: 3 clusters Score -456106.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -456113.937500 Penalty: 3904.926758
	Iteration 88Q: 3 clusters Score -456113.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -456121.687500 Penalty: 3904.926758
	Iteration 89Q: 3 clusters Score -456121.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -456127.875000 Penalty: 3904.926758
	Iteration 90Q: 3 clusters Score -456127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -456132.906250 Penalty: 3904.926758
	Iteration 91Q: 3 clusters Score -456132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -456133.781250 Penalty: 3904.926758
	Iteration 92Q: 3 clusters Score -456133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -456133.625000 Penalty: 3904.926758
	Iteration 93Q: 3 clusters Score -456133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -456134.312500 Penalty: 3904.926758
	Iteration 94Q: 3 clusters Score -456134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -456134.312500 Penalty: 3904.926758
	Iteration 95F: 3 clusters Score -456134.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -189170.890625 Penalty: 1732.209717
	Iteration 0F: 2 clusters Score -189170.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -187218.390625 Penalty: 3464.419434
	Iteration 0F: 3 clusters Score -187218.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -187566.609375 Penalty: 3464.419434
	Iteration 1F: 3 clusters Score -187566.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -187806.468750 Penalty: 3464.419434
	Iteration 2F: 3 clusters Score -187806.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -187911.125000 Penalty: 3464.419434
	Iteration 3F: 3 clusters Score -187911.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -187962.468750 Penalty: 3464.419434
	Iteration 4Q: 3 clusters Score -187962.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -188016.234375 Penalty: 3464.419434
	Iteration 5Q: 3 clusters Score -188016.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -188049.343750 Penalty: 3464.419434
	Iteration 6Q: 3 clusters Score -188049.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -188077.812500 Penalty: 3464.419434
	Iteration 7Q: 3 clusters Score -188077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -188095.515625 Penalty: 3464.419434
	Iteration 8Q: 3 clusters Score -188095.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -188102.765625 Penalty: 3464.419434
	Iteration 9Q: 3 clusters Score -188102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -188104.828125 Penalty: 3464.419434
	Iteration 10Q: 3 clusters Score -188104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -188109.468750 Penalty: 3464.419434
	Iteration 11Q: 3 clusters Score -188109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -188112.281250 Penalty: 3464.419434
	Iteration 12Q: 3 clusters Score -188112.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -188117.421875 Penalty: 3464.419434
	Iteration 13Q: 3 clusters Score -188117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -188120.421875 Penalty: 3464.419434
	Iteration 14Q: 3 clusters Score -188120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -188121.640625 Penalty: 3464.419434
	Iteration 15Q: 3 clusters Score -188121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -188123.265625 Penalty: 3464.419434
	Iteration 16Q: 3 clusters Score -188123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -188123.265625 Penalty: 3464.419434
	Iteration 17F: 3 clusters Score -188123.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Entering Unmasked Estep 
Score: -9443373.000000 Penalty: 2689.651367
	Iteration 0F: 2 clusters Score -9443373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -9409911.000000 Penalty: 5379.302734
	Iteration 0F: 3 clusters Score -9409911 nChanged 23586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -9422973.000000 Penalty: 5379.302734
	Iteration 1F: 3 clusters Score -9422973 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -9423610.000000 Penalty: 5379.302734
	Iteration 2Q: 3 clusters Score -9423610 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -9424285.000000 Penalty: 5379.302734
	Iteration 3Q: 3 clusters Score -9424285 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -9424929.000000 Penalty: 5379.302734
	Iteration 4Q: 3 clusters Score -9424929 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -9425682.000000 Penalty: 5379.302734
	Iteration 5Q: 3 clusters Score -9425682 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -9426728.000000 Penalty: 5379.302734
	Iteration 6Q: 3 clusters Score -9426728 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -9428018.000000 Penalty: 5379.302734
	Iteration 7Q: 3 clusters Score -9428018 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -9429678.000000 Penalty: 5379.302734
	Iteration 8F: 3 clusters Score -9429678 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -9431720.000000 Penalty: 5379.302734
	Iteration 9F: 3 clusters Score -9431720 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -9433876.000000 Penalty: 5379.302734
	Iteration 10F: 3 clusters Score -9433876 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -9435627.000000 Penalty: 5379.302734
	Iteration 11F: 3 clusters Score -9435627 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -9436586.000000 Penalty: 5379.302734
	Iteration 12Q: 3 clusters Score -9436586 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -9437167.000000 Penalty: 5379.302734
	Iteration 13Q: 3 clusters Score -9437167 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -9437712.000000 Penalty: 5379.302734
	Iteration 14Q: 3 clusters Score -9437712 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -9438171.000000 Penalty: 5379.302734
	Iteration 15Q: 3 clusters Score -9438171 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -9438632.000000 Penalty: 5379.302734
	Iteration 16Q: 3 clusters Score -9438632 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -9438959.000000 Penalty: 5379.302734
	Iteration 17Q: 3 clusters Score -9438959 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -9439247.000000 Penalty: 5379.302734
	Iteration 18Q: 3 clusters Score -9439247 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -9439454.000000 Penalty: 5379.302734
	Iteration 19Q: 3 clusters Score -9439454 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -9439624.000000 Penalty: 5379.302734
	Iteration 20F: 3 clusters Score -9439624 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -9439700.000000 Penalty: 5379.302734
	Iteration 21Q: 3 clusters Score -9439700 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -9439762.000000 Penalty: 5379.302734
	Iteration 22Q: 3 clusters Score -9439762 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -9439886.000000 Penalty: 5379.302734
	Iteration 23Q: 3 clusters Score -9439886 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -9439997.000000 Penalty: 5379.302734
	Iteration 24Q: 3 clusters Score -9439997 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -9440035.000000 Penalty: 5379.302734
	Iteration 25Q: 3 clusters Score -9440035 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -9440090.000000 Penalty: 5379.302734
	Iteration 26Q: 3 clusters Score -9440090 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -9440116.000000 Penalty: 5379.302734
	Iteration 27Q: 3 clusters Score -9440116 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -9440192.000000 Penalty: 5379.302734
	Iteration 28Q: 3 clusters Score -9440192 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -9440248.000000 Penalty: 5379.302734
	Iteration 29Q: 3 clusters Score -9440248 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -9440276.000000 Penalty: 5379.302734
	Iteration 30Q: 3 clusters Score -9440276 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -9440325.000000 Penalty: 5379.302734
	Iteration 31Q: 3 clusters Score -9440325 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -9440332.000000 Penalty: 5379.302734
	Iteration 32Q: 3 clusters Score -9440332 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -9440373.000000 Penalty: 5379.302734
	Iteration 33Q: 3 clusters Score -9440373 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -9440413.000000 Penalty: 5379.302734
	Iteration 34Q: 3 clusters Score -9440413 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -9440428.000000 Penalty: 5379.302734
	Iteration 35Q: 3 clusters Score -9440428 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -9440443.000000 Penalty: 5379.302734
	Iteration 36Q: 3 clusters Score -9440443 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -9440514.000000 Penalty: 5379.302734
	Iteration 37Q: 3 clusters Score -9440514 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -9440550.000000 Penalty: 5379.302734
	Iteration 38Q: 3 clusters Score -9440550 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -9440644.000000 Penalty: 5379.302734
	Iteration 39Q: 3 clusters Score -9440644 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -9440695.000000 Penalty: 5379.302734
	Iteration 40F: 3 clusters Score -9440695 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -9440730.000000 Penalty: 5379.302734
	Iteration 41Q: 3 clusters Score -9440730 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -9440744.000000 Penalty: 5379.302734
	Iteration 42Q: 3 clusters Score -9440744 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -9440770.000000 Penalty: 5379.302734
	Iteration 43Q: 3 clusters Score -9440770 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -9440789.000000 Penalty: 5379.302734
	Iteration 44Q: 3 clusters Score -9440789 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -9440817.000000 Penalty: 5379.302734
	Iteration 45Q: 3 clusters Score -9440817 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -9440857.000000 Penalty: 5379.302734
	Iteration 46Q: 3 clusters Score -9440857 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -9440864.000000 Penalty: 5379.302734
	Iteration 47Q: 3 clusters Score -9440864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -9440888.000000 Penalty: 5379.302734
	Iteration 48Q: 3 clusters Score -9440888 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -9440906.000000 Penalty: 5379.302734
	Iteration 49Q: 3 clusters Score -9440906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -9440915.000000 Penalty: 5379.302734
	Iteration 50Q: 3 clusters Score -9440915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -9440921.000000 Penalty: 5379.302734
	Iteration 51Q: 3 clusters Score -9440921 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -9440962.000000 Penalty: 5379.302734
	Iteration 52Q: 3 clusters Score -9440962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -9440976.000000 Penalty: 5379.302734
	Iteration 53Q: 3 clusters Score -9440976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -9440989.000000 Penalty: 5379.302734
	Iteration 54Q: 3 clusters Score -9440989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -9441001.000000 Penalty: 5379.302734
	Iteration 55Q: 3 clusters Score -9441001 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -9441025.000000 Penalty: 5379.302734
	Iteration 56Q: 3 clusters Score -9441025 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -9441048.000000 Penalty: 5379.302734
	Iteration 57Q: 3 clusters Score -9441048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -9441042.000000 Penalty: 5379.302734
	Iteration 58Q: 3 clusters Score -9441042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -9441057.000000 Penalty: 5379.302734
	Iteration 59Q: 3 clusters Score -9441057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -9441057.000000 Penalty: 5379.302734
	Iteration 60F: 3 clusters Score -9441057 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -9441061.000000 Penalty: 5379.302734
	Iteration 61Q: 3 clusters Score -9441061 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -9441088.000000 Penalty: 5379.302734
	Iteration 62Q: 3 clusters Score -9441088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -9441082.000000 Penalty: 5379.302734
	Iteration 63Q: 3 clusters Score -9441082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -9441104.000000 Penalty: 5379.302734
	Iteration 64Q: 3 clusters Score -9441104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -9441114.000000 Penalty: 5379.302734
	Iteration 65Q: 3 clusters Score -9441114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -9441120.000000 Penalty: 5379.302734
	Iteration 66Q: 3 clusters Score -9441120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -9441138.000000 Penalty: 5379.302734
	Iteration 67Q: 3 clusters Score -9441138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -9441147.000000 Penalty: 5379.302734
	Iteration 68Q: 3 clusters Score -9441147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -9441172.000000 Penalty: 5379.302734
	Iteration 69Q: 3 clusters Score -9441172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -9441157.000000 Penalty: 5379.302734
	Iteration 70Q: 3 clusters Score -9441157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -9441177.000000 Penalty: 5379.302734
	Iteration 71Q: 3 clusters Score -9441177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -9441188.000000 Penalty: 5379.302734
	Iteration 72Q: 3 clusters Score -9441188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -9441204.000000 Penalty: 5379.302734
	Iteration 73Q: 3 clusters Score -9441204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -9441214.000000 Penalty: 5379.302734
	Iteration 74Q: 3 clusters Score -9441214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -9441218.000000 Penalty: 5379.302734
	Iteration 75Q: 3 clusters Score -9441218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -9441214.000000 Penalty: 5379.302734
	Iteration 76Q: 3 clusters Score -9441214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -9441208.000000 Penalty: 5379.302734
	Iteration 77Q: 3 clusters Score -9441208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -9441209.000000 Penalty: 5379.302734
	Iteration 78Q: 3 clusters Score -9441209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -9441203.000000 Penalty: 5379.302734
	Iteration 79Q: 3 clusters Score -9441203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -9441213.000000 Penalty: 5379.302734
	Iteration 80F: 3 clusters Score -9441213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -9441233.000000 Penalty: 5379.302734
	Iteration 81Q: 3 clusters Score -9441233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -9441235.000000 Penalty: 5379.302734
	Iteration 82Q: 3 clusters Score -9441235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -9441238.000000 Penalty: 5379.302734
	Iteration 83Q: 3 clusters Score -9441238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -9441249.000000 Penalty: 5379.302734
	Iteration 84Q: 3 clusters Score -9441249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -9441246.000000 Penalty: 5379.302734
	Iteration 85Q: 3 clusters Score -9441246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -9441261.000000 Penalty: 5379.302734
	Iteration 86Q: 3 clusters Score -9441261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -9441261.000000 Penalty: 5379.302734
	Iteration 87Q: 3 clusters Score -9441261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -9441268.000000 Penalty: 5379.302734
	Iteration 88Q: 3 clusters Score -9441268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -9441281.000000 Penalty: 5379.302734
	Iteration 89Q: 3 clusters Score -9441281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -9441286.000000 Penalty: 5379.302734
	Iteration 90Q: 3 clusters Score -9441286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -9441278.000000 Penalty: 5379.302734
	Iteration 91Q: 3 clusters Score -9441278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -9441280.000000 Penalty: 5379.302734
	Iteration 92Q: 3 clusters Score -9441280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -9441283.000000 Penalty: 5379.302734
	Iteration 93Q: 3 clusters Score -9441283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -9441286.000000 Penalty: 5379.302734
	Iteration 94Q: 3 clusters Score -9441286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -9441278.000000 Penalty: 5379.302734
	Iteration 95Q: 3 clusters Score -9441278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -9441284.000000 Penalty: 5379.302734
	Iteration 96Q: 3 clusters Score -9441284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -9441290.000000 Penalty: 5379.302734
	Iteration 97Q: 3 clusters Score -9441290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -9441291.000000 Penalty: 5379.302734
	Iteration 98Q: 3 clusters Score -9441291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -9441291.000000 Penalty: 5379.302734
	Iteration 99Q: 3 clusters Score -9441291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -9441286.000000 Penalty: 5379.302734
	Iteration 100F: 3 clusters Score -9441286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Entering Unmasked Estep 
Score: -6143899.500000 Penalty: 2587.923096
	Iteration 0F: 2 clusters Score -6143900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -6120907.500000 Penalty: 5175.846191
	Iteration 0F: 3 clusters Score -6120908 nChanged 15407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -6128980.500000 Penalty: 5175.846191
	Iteration 1F: 3 clusters Score -6128980 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -6129373.500000 Penalty: 5175.846191
	Iteration 2Q: 3 clusters Score -6129374 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -6129804.500000 Penalty: 5175.846191
	Iteration 3Q: 3 clusters Score -6129804 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -6130323.500000 Penalty: 5175.846191
	Iteration 4Q: 3 clusters Score -6130324 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -6131027.000000 Penalty: 5175.846191
	Iteration 5Q: 3 clusters Score -6131027 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -6132150.500000 Penalty: 5175.846191
	Iteration 6F: 3 clusters Score -6132150 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -6133808.000000 Penalty: 5175.846191
	Iteration 7F: 3 clusters Score -6133808 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -6136063.000000 Penalty: 5175.846191
	Iteration 8F: 3 clusters Score -6136063 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -6138385.000000 Penalty: 5175.846191
	Iteration 9F: 3 clusters Score -6138385 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -6140001.000000 Penalty: 5175.846191
	Iteration 10F: 3 clusters Score -6140001 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -6140852.500000 Penalty: 5175.846191
	Iteration 11Q: 3 clusters Score -6140852 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -6141237.500000 Penalty: 5175.846191
	Iteration 12Q: 3 clusters Score -6141238 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -6141415.000000 Penalty: 5175.846191
	Iteration 13Q: 3 clusters Score -6141415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -6141527.000000 Penalty: 5175.846191
	Iteration 14Q: 3 clusters Score -6141527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -6141559.500000 Penalty: 5175.846191
	Iteration 15Q: 3 clusters Score -6141560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -6141572.000000 Penalty: 5175.846191
	Iteration 16Q: 3 clusters Score -6141572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -6141591.000000 Penalty: 5175.846191
	Iteration 17Q: 3 clusters Score -6141591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -6141599.000000 Penalty: 5175.846191
	Iteration 18Q: 3 clusters Score -6141599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -6141612.000000 Penalty: 5175.846191
	Iteration 19Q: 3 clusters Score -6141612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -6141617.000000 Penalty: 5175.846191
	Iteration 20F: 3 clusters Score -6141617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -6141627.500000 Penalty: 5175.846191
	Iteration 21Q: 3 clusters Score -6141628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -6141630.500000 Penalty: 5175.846191
	Iteration 22Q: 3 clusters Score -6141630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -6141635.000000 Penalty: 5175.846191
	Iteration 23Q: 3 clusters Score -6141635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -6141638.000000 Penalty: 5175.846191
	Iteration 24Q: 3 clusters Score -6141638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -6141638.000000 Penalty: 5175.846191
	Iteration 25F: 3 clusters Score -6141638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (56935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Entering Unmasked Estep 
Score: -10641158.000000 Penalty: 2715.516846
	Iteration 0F: 2 clusters Score -1.064116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -10608565.000000 Penalty: 5431.033691
	Iteration 0F: 3 clusters Score -1.060856e+07 nChanged 26402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -10623631.000000 Penalty: 5431.033691
	Iteration 1F: 3 clusters Score -1.062363e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -10624764.000000 Penalty: 5431.033691
	Iteration 2Q: 3 clusters Score -1.062476e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -10625988.000000 Penalty: 5431.033691
	Iteration 3F: 3 clusters Score -1.062599e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -10627605.000000 Penalty: 5431.033691
	Iteration 4F: 3 clusters Score -1.06276e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -10629919.000000 Penalty: 5431.033691
	Iteration 5F: 3 clusters Score -1.062992e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -10633459.000000 Penalty: 5431.033691
	Iteration 6F: 3 clusters Score -1.063346e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -10637348.000000 Penalty: 5431.033691
	Iteration 7F: 3 clusters Score -1.063735e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -10640014.000000 Penalty: 5431.033691
	Iteration 8F: 3 clusters Score -1.064001e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -10641023.000000 Penalty: 5431.033691
	Iteration 9Q: 3 clusters Score -1.064102e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -10641562.000000 Penalty: 5431.033691
	Iteration 10Q: 3 clusters Score -1.064156e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -10641852.000000 Penalty: 5431.033691
	Iteration 11Q: 3 clusters Score -1.064185e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -10642048.000000 Penalty: 5431.033691
	Iteration 12Q: 3 clusters Score -1.064205e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -10642386.000000 Penalty: 5431.033691
	Iteration 13Q: 3 clusters Score -1.064239e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -10642436.000000 Penalty: 5431.033691
	Iteration 14Q: 3 clusters Score -1.064244e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -10642547.000000 Penalty: 5431.033691
	Iteration 15Q: 3 clusters Score -1.064255e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -10642585.000000 Penalty: 5431.033691
	Iteration 16Q: 3 clusters Score -1.064258e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -10642695.000000 Penalty: 5431.033691
	Iteration 17Q: 3 clusters Score -1.06427e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -10642650.000000 Penalty: 5431.033691
	Iteration 18Q: 3 clusters Score -1.064265e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -10642604.000000 Penalty: 5431.033691
	Iteration 19Q: 3 clusters Score -1.06426e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -10642618.000000 Penalty: 5431.033691
	Iteration 20F: 3 clusters Score -1.064262e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -10642509.000000 Penalty: 5431.033691
	Iteration 21Q: 3 clusters Score -1.064251e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -10642610.000000 Penalty: 5431.033691
	Iteration 22Q: 3 clusters Score -1.064261e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -10642628.000000 Penalty: 5431.033691
	Iteration 23Q: 3 clusters Score -1.064263e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -10642713.000000 Penalty: 5431.033691
	Iteration 24Q: 3 clusters Score -1.064271e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -10642721.000000 Penalty: 5431.033691
	Iteration 25Q: 3 clusters Score -1.064272e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -10642735.000000 Penalty: 5431.033691
	Iteration 26Q: 3 clusters Score -1.064274e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -10642779.000000 Penalty: 5431.033691
	Iteration 27Q: 3 clusters Score -1.064278e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -10642845.000000 Penalty: 5431.033691
	Iteration 28Q: 3 clusters Score -1.064284e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -10642880.000000 Penalty: 5431.033691
	Iteration 29Q: 3 clusters Score -1.064288e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -10642891.000000 Penalty: 5431.033691
	Iteration 30Q: 3 clusters Score -1.064289e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -10642879.000000 Penalty: 5431.033691
	Iteration 31Q: 3 clusters Score -1.064288e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -10642908.000000 Penalty: 5431.033691
	Iteration 32Q: 3 clusters Score -1.064291e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -10642911.000000 Penalty: 5431.033691
	Iteration 33Q: 3 clusters Score -1.064291e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -10642934.000000 Penalty: 5431.033691
	Iteration 34Q: 3 clusters Score -1.064293e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -10642941.000000 Penalty: 5431.033691
	Iteration 35Q: 3 clusters Score -1.064294e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -10642920.000000 Penalty: 5431.033691
	Iteration 36Q: 3 clusters Score -1.064292e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -10642935.000000 Penalty: 5431.033691
	Iteration 37Q: 3 clusters Score -1.064294e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -10642932.000000 Penalty: 5431.033691
	Iteration 38Q: 3 clusters Score -1.064293e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -10642919.000000 Penalty: 5431.033691
	Iteration 39Q: 3 clusters Score -1.064292e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -10642909.000000 Penalty: 5431.033691
	Iteration 40F: 3 clusters Score -1.064291e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -10642927.000000 Penalty: 5431.033691
	Iteration 41Q: 3 clusters Score -1.064293e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -10642911.000000 Penalty: 5431.033691
	Iteration 42Q: 3 clusters Score -1.064291e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -10642918.000000 Penalty: 5431.033691
	Iteration 43Q: 3 clusters Score -1.064292e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -10642915.000000 Penalty: 5431.033691
	Iteration 44Q: 3 clusters Score -1.064292e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -10642916.000000 Penalty: 5431.033691
	Iteration 45Q: 3 clusters Score -1.064292e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -10642909.000000 Penalty: 5431.033691
	Iteration 46Q: 3 clusters Score -1.064291e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -10642899.000000 Penalty: 5431.033691
	Iteration 47Q: 3 clusters Score -1.06429e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -10642912.000000 Penalty: 5431.033691
	Iteration 48Q: 3 clusters Score -1.064291e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -10642917.000000 Penalty: 5431.033691
	Iteration 49Q: 3 clusters Score -1.064292e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -10642908.000000 Penalty: 5431.033691
	Iteration 50Q: 3 clusters Score -1.064291e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -10642931.000000 Penalty: 5431.033691
	Iteration 51Q: 3 clusters Score -1.064293e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -10642921.000000 Penalty: 5431.033691
	Iteration 52Q: 3 clusters Score -1.064292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -10642898.000000 Penalty: 5431.033691
	Iteration 53Q: 3 clusters Score -1.06429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -10642889.000000 Penalty: 5431.033691
	Iteration 54Q: 3 clusters Score -1.064289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -10642875.000000 Penalty: 5431.033691
	Iteration 55Q: 3 clusters Score -1.064288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -10642875.000000 Penalty: 5431.033691
	Iteration 56Q: 3 clusters Score -1.064288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -10642865.000000 Penalty: 5431.033691
	Iteration 57Q: 3 clusters Score -1.064286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -10642866.000000 Penalty: 5431.033691
	Iteration 58Q: 3 clusters Score -1.064287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -10642867.000000 Penalty: 5431.033691
	Iteration 59Q: 3 clusters Score -1.064287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -10642880.000000 Penalty: 5431.033691
	Iteration 60F: 3 clusters Score -1.064288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -10642865.000000 Penalty: 5431.033691
	Iteration 61Q: 3 clusters Score -1.064286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -10642876.000000 Penalty: 5431.033691
	Iteration 62Q: 3 clusters Score -1.064288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -10642868.000000 Penalty: 5431.033691
	Iteration 63Q: 3 clusters Score -1.064287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -10642862.000000 Penalty: 5431.033691
	Iteration 64Q: 3 clusters Score -1.064286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -10642869.000000 Penalty: 5431.033691
	Iteration 65Q: 3 clusters Score -1.064287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -10642867.000000 Penalty: 5431.033691
	Iteration 66Q: 3 clusters Score -1.064287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -10642861.000000 Penalty: 5431.033691
	Iteration 67Q: 3 clusters Score -1.064286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -10642851.000000 Penalty: 5431.033691
	Iteration 68Q: 3 clusters Score -1.064285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -10642856.000000 Penalty: 5431.033691
	Iteration 69Q: 3 clusters Score -1.064286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -10642856.000000 Penalty: 5431.033691
	Iteration 70F: 3 clusters Score -1.064286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 48464 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45125 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8963 members 
Mstep: Class 8 contains 17532 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43348 members 
Mstep: Class 12 contains 25150 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 51272 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51296 members 
Mstep: Class 19 contains 34036 members 
Mstep: Class 20 contains 9420 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 44486 members 
Mstep: Class 23 contains 26900 members 
Mstep: Class 24 contains 48935 members 
Mstep: Class 25 contains 47101 members 
Mstep: Class 26 contains 47515 members 
Entering Unmasked Estep 
Score: -110180976.000000 Penalty: 85816.687500
Splitting cluster 20 changes total score from -110180344.000000 to -110180976.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -108611.531250 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -108611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -106997.906250 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -106997.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -107256.023438 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -107256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -107363.687500 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -107363.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107453.570312 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -107453.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107532.226562 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -107532.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107579.976562 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -107580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -107624.296875 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -107624.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -107641.710938 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -107641.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107650.953125 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -107651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -107657.375000 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -107657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -107667.562500 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -107667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -107674.351562 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -107674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107677.046875 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -107677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -107679.015625 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -107679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -107679.015625 Penalty: 3197.076904
	Iteration 14F: 3 clusters Score -107679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Entering Unmasked Estep 
Score: -8218377.000000 Penalty: 2654.326416
	Iteration 0F: 2 clusters Score -8218377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -8188374.500000 Penalty: 5308.652832
	Iteration 0F: 3 clusters Score -8188374 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -8199639.500000 Penalty: 5308.652832
	Iteration 1F: 3 clusters Score -8199640 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -8200282.500000 Penalty: 5308.652832
	Iteration 2Q: 3 clusters Score -8200282 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -8200971.000000 Penalty: 5308.652832
	Iteration 3Q: 3 clusters Score -8200971 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -8202052.000000 Penalty: 5308.652832
	Iteration 4Q: 3 clusters Score -8202052 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -8203633.500000 Penalty: 5308.652832
	Iteration 5F: 3 clusters Score -8203634 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -8205940.500000 Penalty: 5308.652832
	Iteration 6F: 3 clusters Score -8205940 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -8208800.000000 Penalty: 5308.652832
	Iteration 7F: 3 clusters Score -8208800 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -8211556.500000 Penalty: 5308.652832
	Iteration 8F: 3 clusters Score -8211556 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -8213591.500000 Penalty: 5308.652832
	Iteration 9Q: 3 clusters Score -8213592 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -8214722.000000 Penalty: 5308.652832
	Iteration 10Q: 3 clusters Score -8214722 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -8215342.000000 Penalty: 5308.652832
	Iteration 11Q: 3 clusters Score -8215342 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -8215646.500000 Penalty: 5308.652832
	Iteration 12Q: 3 clusters Score -8215646 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8215818.000000 Penalty: 5308.652832
	Iteration 13Q: 3 clusters Score -8215818 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -8215919.000000 Penalty: 5308.652832
	Iteration 14Q: 3 clusters Score -8215919 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -8215966.000000 Penalty: 5308.652832
	Iteration 15Q: 3 clusters Score -8215966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -8215998.000000 Penalty: 5308.652832
	Iteration 16Q: 3 clusters Score -8215998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -8216017.000000 Penalty: 5308.652832
	Iteration 17Q: 3 clusters Score -8216017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -8216035.000000 Penalty: 5308.652832
	Iteration 18Q: 3 clusters Score -8216035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8216052.500000 Penalty: 5308.652832
	Iteration 19Q: 3 clusters Score -8216052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -8216052.500000 Penalty: 5308.652832
	Iteration 20F: 3 clusters Score -8216052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8216061.500000 Penalty: 5308.652832
	Iteration 21Q: 3 clusters Score -8216062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -8216075.000000 Penalty: 5308.652832
	Iteration 22Q: 3 clusters Score -8216075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -8216082.000000 Penalty: 5308.652832
	Iteration 23Q: 3 clusters Score -8216082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -8216095.500000 Penalty: 5308.652832
	Iteration 24Q: 3 clusters Score -8216096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8216088.500000 Penalty: 5308.652832
	Iteration 25Q: 3 clusters Score -8216088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -8216092.500000 Penalty: 5308.652832
	Iteration 26Q: 3 clusters Score -8216092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -8216091.000000 Penalty: 5308.652832
	Iteration 27Q: 3 clusters Score -8216091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8216097.000000 Penalty: 5308.652832
	Iteration 28Q: 3 clusters Score -8216097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -8216097.000000 Penalty: 5308.652832
	Iteration 29Q: 3 clusters Score -8216097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -8216097.000000 Penalty: 5308.652832
	Iteration 30F: 3 clusters Score -8216097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Entering Unmasked Estep 
Score: -4991345.500000 Penalty: 2529.570557
	Iteration 0F: 2 clusters Score -4991346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -4972766.000000 Penalty: 5059.141113
	Iteration 0F: 3 clusters Score -4972766 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -4979481.000000 Penalty: 5059.141113
	Iteration 1F: 3 clusters Score -4979481 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -4980332.000000 Penalty: 5059.141113
	Iteration 2F: 3 clusters Score -4980332 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -4981423.500000 Penalty: 5059.141113
	Iteration 3F: 3 clusters Score -4981424 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -4982807.000000 Penalty: 5059.141113
	Iteration 4F: 3 clusters Score -4982807 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -4984669.000000 Penalty: 5059.141113
	Iteration 5F: 3 clusters Score -4984669 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4986945.000000 Penalty: 5059.141113
	Iteration 6F: 3 clusters Score -4986945 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -4989000.500000 Penalty: 5059.141113
	Iteration 7F: 3 clusters Score -4989000 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -4990197.000000 Penalty: 5059.141113
	Iteration 8F: 3 clusters Score -4990197 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -4990647.000000 Penalty: 5059.141113
	Iteration 9Q: 3 clusters Score -4990647 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -4990823.500000 Penalty: 5059.141113
	Iteration 10Q: 3 clusters Score -4990824 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -4990919.000000 Penalty: 5059.141113
	Iteration 11Q: 3 clusters Score -4990919 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -4990947.500000 Penalty: 5059.141113
	Iteration 12Q: 3 clusters Score -4990948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -4990976.500000 Penalty: 5059.141113
	Iteration 13Q: 3 clusters Score -4990976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -4990993.000000 Penalty: 5059.141113
	Iteration 14Q: 3 clusters Score -4990993 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -4990984.000000 Penalty: 5059.141113
	Iteration 15Q: 3 clusters Score -4990984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -4991010.500000 Penalty: 5059.141113
	Iteration 16Q: 3 clusters Score -4991010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -4991009.000000 Penalty: 5059.141113
	Iteration 17Q: 3 clusters Score -4991009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -4991010.000000 Penalty: 5059.141113
	Iteration 18Q: 3 clusters Score -4991010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -4991014.000000 Penalty: 5059.141113
	Iteration 19Q: 3 clusters Score -4991014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -4991005.500000 Penalty: 5059.141113
	Iteration 20F: 3 clusters Score -4991006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -4991011.500000 Penalty: 5059.141113
	Iteration 21Q: 3 clusters Score -4991012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -4991013.500000 Penalty: 5059.141113
	Iteration 22Q: 3 clusters Score -4991014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -4991013.000000 Penalty: 5059.141113
	Iteration 23Q: 3 clusters Score -4991013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4991018.500000 Penalty: 5059.141113
	Iteration 24Q: 3 clusters Score -4991018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -4991022.500000 Penalty: 5059.141113
	Iteration 25Q: 3 clusters Score -4991022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -4991022.000000 Penalty: 5059.141113
	Iteration 26Q: 3 clusters Score -4991022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -4991028.000000 Penalty: 5059.141113
	Iteration 27Q: 3 clusters Score -4991028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4991023.500000 Penalty: 5059.141113
	Iteration 28Q: 3 clusters Score -4991024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -4991031.000000 Penalty: 5059.141113
	Iteration 29Q: 3 clusters Score -4991031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -4991032.000000 Penalty: 5059.141113
	Iteration 30Q: 3 clusters Score -4991032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -4991035.000000 Penalty: 5059.141113
	Iteration 31Q: 3 clusters Score -4991035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -4991036.500000 Penalty: 5059.141113
	Iteration 32Q: 3 clusters Score -4991036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -4991031.500000 Penalty: 5059.141113
	Iteration 33Q: 3 clusters Score -4991032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -4991034.500000 Penalty: 5059.141113
	Iteration 34Q: 3 clusters Score -4991034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -4991034.000000 Penalty: 5059.141113
	Iteration 35Q: 3 clusters Score -4991034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -4991034.000000 Penalty: 5059.141113
	Iteration 36F: 3 clusters Score -4991034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Entering Unmasked Estep 
Score: -9142572.000000 Penalty: 2677.965576
	Iteration 0F: 2 clusters Score -9142572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -9110791.000000 Penalty: 5355.931152
	Iteration 0F: 3 clusters Score -9110791 nChanged 22543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -9123383.000000 Penalty: 5355.931152
	Iteration 1F: 3 clusters Score -9123383 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -9123948.000000 Penalty: 5355.931152
	Iteration 2Q: 3 clusters Score -9123948 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -9124568.000000 Penalty: 5355.931152
	Iteration 3Q: 3 clusters Score -9124568 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -9125282.000000 Penalty: 5355.931152
	Iteration 4Q: 3 clusters Score -9125282 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -9126001.000000 Penalty: 5355.931152
	Iteration 5Q: 3 clusters Score -9126001 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -9126762.000000 Penalty: 5355.931152
	Iteration 6Q: 3 clusters Score -9126762 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -9127675.000000 Penalty: 5355.931152
	Iteration 7Q: 3 clusters Score -9127675 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -9128675.000000 Penalty: 5355.931152
	Iteration 8Q: 3 clusters Score -9128675 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -9130003.000000 Penalty: 5355.931152
	Iteration 9Q: 3 clusters Score -9130003 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -9131432.000000 Penalty: 5355.931152
	Iteration 10Q: 3 clusters Score -9131432 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -9132765.000000 Penalty: 5355.931152
	Iteration 11Q: 3 clusters Score -9132765 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -9133559.000000 Penalty: 5355.931152
	Iteration 12Q: 3 clusters Score -9133559 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -9133901.000000 Penalty: 5355.931152
	Iteration 13Q: 3 clusters Score -9133901 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -9134100.000000 Penalty: 5355.931152
	Iteration 14Q: 3 clusters Score -9134100 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -9134273.000000 Penalty: 5355.931152
	Iteration 15Q: 3 clusters Score -9134273 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -9134409.000000 Penalty: 5355.931152
	Iteration 16Q: 3 clusters Score -9134409 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -9134578.000000 Penalty: 5355.931152
	Iteration 17Q: 3 clusters Score -9134578 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -9134817.000000 Penalty: 5355.931152
	Iteration 18Q: 3 clusters Score -9134817 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -9135027.000000 Penalty: 5355.931152
	Iteration 19Q: 3 clusters Score -9135027 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -9135320.000000 Penalty: 5355.931152
	Iteration 20F: 3 clusters Score -9135320 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -9135648.000000 Penalty: 5355.931152
	Iteration 21Q: 3 clusters Score -9135648 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -9135999.000000 Penalty: 5355.931152
	Iteration 22Q: 3 clusters Score -9135999 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -9136350.000000 Penalty: 5355.931152
	Iteration 23Q: 3 clusters Score -9136350 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -9136855.000000 Penalty: 5355.931152
	Iteration 24Q: 3 clusters Score -9136855 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -9137293.000000 Penalty: 5355.931152
	Iteration 25Q: 3 clusters Score -9137293 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -9137679.000000 Penalty: 5355.931152
	Iteration 26Q: 3 clusters Score -9137679 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -9138070.000000 Penalty: 5355.931152
	Iteration 27Q: 3 clusters Score -9138070 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -9138396.000000 Penalty: 5355.931152
	Iteration 28Q: 3 clusters Score -9138396 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -9138695.000000 Penalty: 5355.931152
	Iteration 29Q: 3 clusters Score -9138695 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -9138962.000000 Penalty: 5355.931152
	Iteration 30Q: 3 clusters Score -9138962 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -9139184.000000 Penalty: 5355.931152
	Iteration 31Q: 3 clusters Score -9139184 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -9139387.000000 Penalty: 5355.931152
	Iteration 32Q: 3 clusters Score -9139387 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -9139575.000000 Penalty: 5355.931152
	Iteration 33Q: 3 clusters Score -9139575 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -9139744.000000 Penalty: 5355.931152
	Iteration 34Q: 3 clusters Score -9139744 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -9139949.000000 Penalty: 5355.931152
	Iteration 35Q: 3 clusters Score -9139949 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -9140122.000000 Penalty: 5355.931152
	Iteration 36Q: 3 clusters Score -9140122 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -9140290.000000 Penalty: 5355.931152
	Iteration 37Q: 3 clusters Score -9140290 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -9140407.000000 Penalty: 5355.931152
	Iteration 38Q: 3 clusters Score -9140407 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -9140432.000000 Penalty: 5355.931152
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9140497 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9140550 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9140577 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9140591 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9140557 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9140568 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9140546 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9140582 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9140559 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9140601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9140588 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9140579 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9140570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9140576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9140589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9140590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9140597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9140593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9140597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -9140585.000000 Penalty: 5355.931152
	Iteration 59Q: 3 clusters Score -9140585 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9140590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -9140572.000000 Penalty: 5355.931152
	Iteration 61Q: 3 clusters Score -9140572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9140568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9140573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9140561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9140558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9140545 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9140545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9140547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9140553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -9140563.000000 Penalty: 5355.931152
	Iteration 70Q: 3 clusters Score -9140563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -9140556.000000 Penalty: 5355.931152
	Iteration 71Q: 3 clusters Score -9140556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9140556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -9140551.000000 Penalty: 5355.931152
	Iteration 73Q: 3 clusters Score -9140551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9140558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -9140526.000000 Penalty: 5355.931152
	Iteration 75Q: 3 clusters Score -9140526 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -9140501.000000 Penalty: 5355.931152
	Iteration 76Q: 3 clusters Score -9140501 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -9140516.000000 Penalty: 5355.931152
	Iteration 77Q: 3 clusters Score -9140516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -9140498.000000 Penalty: 5355.931152
	Iteration 78Q: 3 clusters Score -9140498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9140489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -9140510.000000 Penalty: 5355.931152
	Iteration 80F: 3 clusters Score -9140510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -9140511.000000 Penalty: 5355.931152
	Iteration 81Q: 3 clusters Score -9140511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9140507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -9140505.000000 Penalty: 5355.931152
	Iteration 83Q: 3 clusters Score -9140505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9140511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9140489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -9140495.000000 Penalty: 5355.931152
	Iteration 86Q: 3 clusters Score -9140495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9140489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -9140427.000000 Penalty: 5355.931152
	Iteration 88Q: 3 clusters Score -9140427 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -9140422.000000 Penalty: 5355.931152
	Iteration 89Q: 3 clusters Score -9140422 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9140370 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9140357 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9140410 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9140371 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9140291 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9140368 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -9140414.000000 Penalty: 5355.931152
	Iteration 96Q: 3 clusters Score -9140414 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -9140392.000000 Penalty: 5355.931152
	Iteration 97Q: 3 clusters Score -9140392 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -9140393.000000 Penalty: 5355.931152
	Iteration 98Q: 3 clusters Score -9140393 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -9140425.000000 Penalty: 5355.931152
	Iteration 99Q: 3 clusters Score -9140425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -9140433.000000 Penalty: 5355.931152
	Iteration 100F: 3 clusters Score -9140433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -9140460.000000 Penalty: 5355.931152
	Iteration 101Q: 3 clusters Score -9140460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -9140476.000000 Penalty: 5355.931152
	Iteration 102Q: 3 clusters Score -9140476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -9140461.000000 Penalty: 5355.931152
	Iteration 103Q: 3 clusters Score -9140461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -9140475.000000 Penalty: 5355.931152
	Iteration 104Q: 3 clusters Score -9140475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -9140478.000000 Penalty: 5355.931152
	Iteration 105Q: 3 clusters Score -9140478 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -9140481.000000 Penalty: 5355.931152
	Iteration 106Q: 3 clusters Score -9140481 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -9140470.000000 Penalty: 5355.931152
	Iteration 107Q: 3 clusters Score -9140470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9140475 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -9140471.000000 Penalty: 5355.931152
	Iteration 109Q: 3 clusters Score -9140471 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -9140468.000000 Penalty: 5355.931152
	Iteration 110Q: 3 clusters Score -9140468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -9140461.000000 Penalty: 5355.931152
	Iteration 111Q: 3 clusters Score -9140461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -9140475.000000 Penalty: 5355.931152
	Iteration 112Q: 3 clusters Score -9140475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -9140477.000000 Penalty: 5355.931152
	Iteration 113Q: 3 clusters Score -9140477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -9140477.000000 Penalty: 5355.931152
	Iteration 114Q: 3 clusters Score -9140477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -9140494.000000 Penalty: 5355.931152
	Iteration 115Q: 3 clusters Score -9140494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -9140490.000000 Penalty: 5355.931152
	Iteration 116Q: 3 clusters Score -9140490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9140486 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
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	Iteration 118F: 3 clusters Score -9140486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47101 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8776775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8745669 nChanged 21690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8757581 nChanged 1958
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8758097 nChanged 1727
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8758600 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -8759049.000000 Penalty: 5336.984863
	Iteration 4Q: 3 clusters Score -8759049 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -8759480.000000 Penalty: 5336.984863
	Iteration 5Q: 3 clusters Score -8759480 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -8759959.000000 Penalty: 5336.984863
	Iteration 6Q: 3 clusters Score -8759959 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -8760554.000000 Penalty: 5336.984863
	Iteration 7Q: 3 clusters Score -8760554 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -8761292.000000 Penalty: 5336.984863
	Iteration 8Q: 3 clusters Score -8761292 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -8762469.000000 Penalty: 5336.984863
	Iteration 9Q: 3 clusters Score -8762469 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -8763876.000000 Penalty: 5336.984863
	Iteration 10Q: 3 clusters Score -8763876 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -8765553.000000 Penalty: 5336.984863
	Iteration 11Q: 3 clusters Score -8765553 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8767051 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -8768263.000000 Penalty: 5336.984863
	Iteration 13Q: 3 clusters Score -8768263 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -8769242.000000 Penalty: 5336.984863
	Iteration 14Q: 3 clusters Score -8769242 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8769958 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -8770609.000000 Penalty: 5336.984863
	Iteration 16Q: 3 clusters Score -8770609 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -8771152.000000 Penalty: 5336.984863
	Iteration 17Q: 3 clusters Score -8771152 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -8771633.000000 Penalty: 5336.984863
	Iteration 18Q: 3 clusters Score -8771633 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -8772085.000000 Penalty: 5336.984863
	Iteration 19Q: 3 clusters Score -8772085 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -8772558.000000 Penalty: 5336.984863
	Iteration 20F: 3 clusters Score -8772558 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -8772971.000000 Penalty: 5336.984863
	Iteration 21Q: 3 clusters Score -8772971 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -8773320.000000 Penalty: 5336.984863
	Iteration 22Q: 3 clusters Score -8773320 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -8773701.000000 Penalty: 5336.984863
	Iteration 23Q: 3 clusters Score -8773701 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -8774021.000000 Penalty: 5336.984863
	Iteration 24Q: 3 clusters Score -8774021 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -8774251.000000 Penalty: 5336.984863
	Iteration 25Q: 3 clusters Score -8774251 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -8774397.000000 Penalty: 5336.984863
	Iteration 26Q: 3 clusters Score -8774397 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -8774482.000000 Penalty: 5336.984863
	Iteration 27Q: 3 clusters Score -8774482 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -8774565.000000 Penalty: 5336.984863
	Iteration 28Q: 3 clusters Score -8774565 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -8774599.000000 Penalty: 5336.984863
	Iteration 29Q: 3 clusters Score -8774599 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -8774626.000000 Penalty: 5336.984863
	Iteration 30Q: 3 clusters Score -8774626 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -8774637.000000 Penalty: 5336.984863
	Iteration 31Q: 3 clusters Score -8774637 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -8774612.000000 Penalty: 5336.984863
	Iteration 32Q: 3 clusters Score -8774612 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -8774620.000000 Penalty: 5336.984863
	Iteration 33Q: 3 clusters Score -8774620 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -8774679.000000 Penalty: 5336.984863
	Iteration 34Q: 3 clusters Score -8774679 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -8774652.000000 Penalty: 5336.984863
	Iteration 35Q: 3 clusters Score -8774652 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -8774655.000000 Penalty: 5336.984863
	Iteration 36Q: 3 clusters Score -8774655 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -8774630.000000 Penalty: 5336.984863
	Iteration 37Q: 3 clusters Score -8774630 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -8774625.000000 Penalty: 5336.984863
	Iteration 38Q: 3 clusters Score -8774625 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -8774581.000000 Penalty: 5336.984863
	Iteration 39Q: 3 clusters Score -8774581 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -8774588.000000 Penalty: 5336.984863
	Iteration 40F: 3 clusters Score -8774588 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -8774599.000000 Penalty: 5336.984863
	Iteration 41Q: 3 clusters Score -8774599 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -8774583.000000 Penalty: 5336.984863
	Iteration 42Q: 3 clusters Score -8774583 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -8774588.000000 Penalty: 5336.984863
	Iteration 43Q: 3 clusters Score -8774588 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -8774570.000000 Penalty: 5336.984863
	Iteration 44Q: 3 clusters Score -8774570 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -8774582.000000 Penalty: 5336.984863
	Iteration 45Q: 3 clusters Score -8774582 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -8774583.000000 Penalty: 5336.984863
	Iteration 46Q: 3 clusters Score -8774583 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -8774588.000000 Penalty: 5336.984863
	Iteration 47Q: 3 clusters Score -8774588 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -8774565.000000 Penalty: 5336.984863
	Iteration 48Q: 3 clusters Score -8774565 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -8774548.000000 Penalty: 5336.984863
	Iteration 49Q: 3 clusters Score -8774548 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -8774565.000000 Penalty: 5336.984863
	Iteration 50Q: 3 clusters Score -8774565 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -8774605.000000 Penalty: 5336.984863
	Iteration 51Q: 3 clusters Score -8774605 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -8774602.000000 Penalty: 5336.984863
	Iteration 52Q: 3 clusters Score -8774602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -8774597.000000 Penalty: 5336.984863
	Iteration 53Q: 3 clusters Score -8774597 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -8774593.000000 Penalty: 5336.984863
	Iteration 54Q: 3 clusters Score -8774593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -8774599.000000 Penalty: 5336.984863
	Iteration 55Q: 3 clusters Score -8774599 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -8774600.000000 Penalty: 5336.984863
	Iteration 56Q: 3 clusters Score -8774600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -8774591.000000 Penalty: 5336.984863
	Iteration 57Q: 3 clusters Score -8774591 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -8774609.000000 Penalty: 5336.984863
	Iteration 58Q: 3 clusters Score -8774609 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -8774619.000000 Penalty: 5336.984863
	Iteration 59Q: 3 clusters Score -8774619 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -8774626.000000 Penalty: 5336.984863
	Iteration 60F: 3 clusters Score -8774626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -8774623.000000 Penalty: 5336.984863
	Iteration 61Q: 3 clusters Score -8774623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -8774608.000000 Penalty: 5336.984863
	Iteration 62Q: 3 clusters Score -8774608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -8774619.000000 Penalty: 5336.984863
	Iteration 63Q: 3 clusters Score -8774619 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -8774614.000000 Penalty: 5336.984863
	Iteration 64Q: 3 clusters Score -8774614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -8774599.000000 Penalty: 5336.984863
	Iteration 65Q: 3 clusters Score -8774599 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -8774594.000000 Penalty: 5336.984863
	Iteration 66Q: 3 clusters Score -8774594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -8774569.000000 Penalty: 5336.984863
	Iteration 67Q: 3 clusters Score -8774569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -8774568.000000 Penalty: 5336.984863
	Iteration 68Q: 3 clusters Score -8774568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -8774558.000000 Penalty: 5336.984863
	Iteration 69Q: 3 clusters Score -8774558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -8774544.000000 Penalty: 5336.984863
	Iteration 70Q: 3 clusters Score -8774544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -8774562.000000 Penalty: 5336.984863
	Iteration 71Q: 3 clusters Score -8774562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -8774560.000000 Penalty: 5336.984863
	Iteration 72Q: 3 clusters Score -8774560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -8774562.000000 Penalty: 5336.984863
	Iteration 73Q: 3 clusters Score -8774562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -8774567.000000 Penalty: 5336.984863
	Iteration 74Q: 3 clusters Score -8774567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -8774566.000000 Penalty: 5336.984863
	Iteration 75Q: 3 clusters Score -8774566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -8774575.000000 Penalty: 5336.984863
	Iteration 76Q: 3 clusters Score -8774575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -8774568.000000 Penalty: 5336.984863
	Iteration 77Q: 3 clusters Score -8774568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -8774553.000000 Penalty: 5336.984863
	Iteration 78Q: 3 clusters Score -8774553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -8774562.000000 Penalty: 5336.984863
	Iteration 79Q: 3 clusters Score -8774562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -8774555.000000 Penalty: 5336.984863
	Iteration 80F: 3 clusters Score -8774555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -8774541.000000 Penalty: 5336.984863
	Iteration 81Q: 3 clusters Score -8774541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -8774549.000000 Penalty: 5336.984863
	Iteration 82Q: 3 clusters Score -8774549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -8774548.000000 Penalty: 5336.984863
	Iteration 83Q: 3 clusters Score -8774548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -8774554.000000 Penalty: 5336.984863
	Iteration 84Q: 3 clusters Score -8774554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -8774549.000000 Penalty: 5336.984863
	Iteration 85Q: 3 clusters Score -8774549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -8774553.000000 Penalty: 5336.984863
	Iteration 86Q: 3 clusters Score -8774553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -8774552.000000 Penalty: 5336.984863
	Iteration 87Q: 3 clusters Score -8774552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -8774545.000000 Penalty: 5336.984863
	Iteration 88Q: 3 clusters Score -8774545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8774548 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8774548 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -8774546.000000 Penalty: 5336.984863
	Iteration 91Q: 3 clusters Score -8774546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8774545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -8774543.000000 Penalty: 5336.984863
	Iteration 93Q: 3 clusters Score -8774543 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40651 members 
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Entering Unmasked Estep 
Score: -8774541.000000 Penalty: 5336.984863
	Iteration 94Q: 3 clusters Score -8774541 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
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	Iteration 95F: 3 clusters Score -8774541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 48464 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45125 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8963 members 
Mstep: Class 8 contains 17532 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43348 members 
Mstep: Class 12 contains 25150 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 51272 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51296 members 
Mstep: Class 19 contains 34036 members 
Mstep: Class 20 contains 9420 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 44486 members 
Mstep: Class 23 contains 26900 members 
Mstep: Class 24 contains 48935 members 
Mstep: Class 25 contains 47101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181656.000000 Penalty: 85816.687500
Iteration 159Q: 27 clusters Score -1.101817e+08 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 48753 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45066 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8932 members 
Mstep: Class 8 contains 17775 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43328 members 
Mstep: Class 12 contains 24840 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 51773 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51316 members 
Mstep: Class 19 contains 34055 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 44407 members 
Mstep: Class 23 contains 27000 members 
Mstep: Class 24 contains 48578 members 
Mstep: Class 25 contains 47264 members 
Mstep: Class 26 contains 46900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182336.000000 Penalty: 85816.687500
Iteration 160F: 27 clusters Score -1.101823e+08 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 48948 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44856 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8854 members 
Mstep: Class 8 contains 17797 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43226 members 
Mstep: Class 12 contains 24454 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 51766 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51156 members 
Mstep: Class 19 contains 34025 members 
Mstep: Class 20 contains 9886 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 27090 members 
Mstep: Class 24 contains 48304 members 
Mstep: Class 25 contains 47351 members 
Mstep: Class 26 contains 48093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182760.000000 Penalty: 85816.687500
Iteration 161Q: 27 clusters Score -1.101828e+08 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 49092 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44687 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8806 members 
Mstep: Class 8 contains 17788 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43166 members 
Mstep: Class 12 contains 24040 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 51743 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 51127 members 
Mstep: Class 19 contains 34005 members 
Mstep: Class 20 contains 10003 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 44138 members 
Mstep: Class 23 contains 27191 members 
Mstep: Class 24 contains 48138 members 
Mstep: Class 25 contains 47374 members 
Mstep: Class 26 contains 49087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182560.000000 Penalty: 85816.687500
Iteration 162Q: 27 clusters Score -1.101826e+08 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 49100 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44587 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 17684 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43131 members 
Mstep: Class 12 contains 23609 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 51527 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2622 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51153 members 
Mstep: Class 19 contains 33998 members 
Mstep: Class 20 contains 10238 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 44025 members 
Mstep: Class 23 contains 27300 members 
Mstep: Class 24 contains 47948 members 
Mstep: Class 25 contains 47369 members 
Mstep: Class 26 contains 50210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182200.000000 Penalty: 85816.687500
Iteration 163Q: 27 clusters Score -1.101822e+08 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 49082 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44505 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8759 members 
Mstep: Class 8 contains 17549 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43108 members 
Mstep: Class 12 contains 23215 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 51265 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2619 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 51181 members 
Mstep: Class 19 contains 33989 members 
Mstep: Class 20 contains 10433 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 43914 members 
Mstep: Class 23 contains 27397 members 
Mstep: Class 24 contains 47738 members 
Mstep: Class 25 contains 47413 members 
Mstep: Class 26 contains 51329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182528.000000 Penalty: 85816.687500
Iteration 164Q: 27 clusters Score -1.101825e+08 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 49043 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44464 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8731 members 
Mstep: Class 8 contains 17436 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43057 members 
Mstep: Class 12 contains 22777 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 51010 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2619 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 51207 members 
Mstep: Class 19 contains 33976 members 
Mstep: Class 20 contains 10616 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 43853 members 
Mstep: Class 23 contains 27510 members 
Mstep: Class 24 contains 47614 members 
Mstep: Class 25 contains 47391 members 
Mstep: Class 26 contains 52360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182616.000000 Penalty: 85816.687500
Iteration 165Q: 27 clusters Score -1.101826e+08 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 49071 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44447 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8693 members 
Mstep: Class 8 contains 17293 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43019 members 
Mstep: Class 12 contains 22292 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 50843 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2619 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51255 members 
Mstep: Class 19 contains 33955 members 
Mstep: Class 20 contains 10846 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 43810 members 
Mstep: Class 23 contains 27619 members 
Mstep: Class 24 contains 47553 members 
Mstep: Class 25 contains 47341 members 
Mstep: Class 26 contains 53169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182984.000000 Penalty: 85816.687500
Iteration 166Q: 27 clusters Score -1.10183e+08 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 49050 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44481 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8678 members 
Mstep: Class 8 contains 17070 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43013 members 
Mstep: Class 12 contains 21793 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 50590 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2619 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51299 members 
Mstep: Class 19 contains 33932 members 
Mstep: Class 20 contains 11094 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 43720 members 
Mstep: Class 23 contains 27724 members 
Mstep: Class 24 contains 47528 members 
Mstep: Class 25 contains 47281 members 
Mstep: Class 26 contains 54013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182480.000000 Penalty: 85816.687500
Iteration 167Q: 27 clusters Score -1.101825e+08 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 48922 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44525 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 16783 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43007 members 
Mstep: Class 12 contains 21306 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 50256 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2618 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51361 members 
Mstep: Class 19 contains 33925 members 
Mstep: Class 20 contains 11415 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 43647 members 
Mstep: Class 23 contains 27812 members 
Mstep: Class 24 contains 47574 members 
Mstep: Class 25 contains 47245 members 
Mstep: Class 26 contains 54915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182224.000000 Penalty: 85816.687500
Iteration 168Q: 27 clusters Score -1.101822e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 48848 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44555 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8626 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43034 members 
Mstep: Class 12 contains 20807 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49960 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51410 members 
Mstep: Class 19 contains 33930 members 
Mstep: Class 20 contains 11759 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 43575 members 
Mstep: Class 23 contains 27895 members 
Mstep: Class 24 contains 47551 members 
Mstep: Class 25 contains 47197 members 
Mstep: Class 26 contains 55721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181968.000000 Penalty: 85816.687500
Iteration 169Q: 27 clusters Score -1.10182e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 48835 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44622 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8616 members 
Mstep: Class 8 contains 16248 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43066 members 
Mstep: Class 12 contains 20356 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49713 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51491 members 
Mstep: Class 19 contains 33913 members 
Mstep: Class 20 contains 12086 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 43460 members 
Mstep: Class 23 contains 27968 members 
Mstep: Class 24 contains 47521 members 
Mstep: Class 25 contains 47152 members 
Mstep: Class 26 contains 56317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182112.000000 Penalty: 85816.687500
Iteration 170Q: 27 clusters Score -1.101821e+08 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 48881 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44659 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 16094 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43106 members 
Mstep: Class 12 contains 19936 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49565 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51531 members 
Mstep: Class 19 contains 33908 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 43371 members 
Mstep: Class 23 contains 28053 members 
Mstep: Class 24 contains 47570 members 
Mstep: Class 25 contains 47156 members 
Mstep: Class 26 contains 56460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182112.000000 Penalty: 85816.687500
Iteration 171Q: 27 clusters Score -1.101821e+08 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 48900 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44730 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 15937 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43137 members 
Mstep: Class 12 contains 19560 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49449 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51569 members 
Mstep: Class 19 contains 33900 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 43299 members 
Mstep: Class 23 contains 28125 members 
Mstep: Class 24 contains 47538 members 
Mstep: Class 25 contains 47113 members 
Mstep: Class 26 contains 56708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182256.000000 Penalty: 85816.687500
Iteration 172Q: 27 clusters Score -1.101823e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 48933 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44832 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 15838 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43154 members 
Mstep: Class 12 contains 19202 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49438 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51597 members 
Mstep: Class 19 contains 33885 members 
Mstep: Class 20 contains 13228 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 43200 members 
Mstep: Class 23 contains 28183 members 
Mstep: Class 24 contains 47576 members 
Mstep: Class 25 contains 47086 members 
Mstep: Class 26 contains 56620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182616.000000 Penalty: 85816.687500
Iteration 173Q: 27 clusters Score -1.101826e+08 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 48934 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44941 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 15761 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43156 members 
Mstep: Class 12 contains 18824 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49406 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 51634 members 
Mstep: Class 19 contains 33872 members 
Mstep: Class 20 contains 13546 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 43097 members 
Mstep: Class 23 contains 28232 members 
Mstep: Class 24 contains 47568 members 
Mstep: Class 25 contains 47050 members 
Mstep: Class 26 contains 56741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182784.000000 Penalty: 85816.687500
Iteration 174Q: 27 clusters Score -1.101828e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 48951 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45100 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 15715 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43172 members 
Mstep: Class 12 contains 18481 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49417 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 51653 members 
Mstep: Class 19 contains 33858 members 
Mstep: Class 20 contains 13877 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 43010 members 
Mstep: Class 23 contains 28261 members 
Mstep: Class 24 contains 47491 members 
Mstep: Class 25 contains 47020 members 
Mstep: Class 26 contains 56790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182736.000000 Penalty: 85816.687500
Iteration 175Q: 27 clusters Score -1.101827e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 48952 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45247 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8588 members 
Mstep: Class 8 contains 15703 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43163 members 
Mstep: Class 12 contains 18152 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49489 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 51669 members 
Mstep: Class 19 contains 33842 members 
Mstep: Class 20 contains 14180 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 42930 members 
Mstep: Class 23 contains 28307 members 
Mstep: Class 24 contains 47444 members 
Mstep: Class 25 contains 47019 members 
Mstep: Class 26 contains 56733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182760.000000 Penalty: 85816.687500
Iteration 176Q: 27 clusters Score -1.101828e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 48960 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45379 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 15681 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43157 members 
Mstep: Class 12 contains 17840 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49542 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 51700 members 
Mstep: Class 19 contains 33845 members 
Mstep: Class 20 contains 14498 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 42839 members 
Mstep: Class 23 contains 28351 members 
Mstep: Class 24 contains 47414 members 
Mstep: Class 25 contains 47014 members 
Mstep: Class 26 contains 56630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182536.000000 Penalty: 85816.687500
Iteration 177Q: 27 clusters Score -1.101825e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 48994 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45502 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8557 members 
Mstep: Class 8 contains 15663 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43134 members 
Mstep: Class 12 contains 17536 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49576 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51708 members 
Mstep: Class 19 contains 33844 members 
Mstep: Class 20 contains 14777 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 42753 members 
Mstep: Class 23 contains 28394 members 
Mstep: Class 24 contains 47379 members 
Mstep: Class 25 contains 46994 members 
Mstep: Class 26 contains 56628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182528.000000 Penalty: 85816.687500
Iteration 178Q: 27 clusters Score -1.101825e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 49008 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45591 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8547 members 
Mstep: Class 8 contains 15684 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43081 members 
Mstep: Class 12 contains 17244 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49618 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51732 members 
Mstep: Class 19 contains 33836 members 
Mstep: Class 20 contains 15033 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 42675 members 
Mstep: Class 23 contains 28441 members 
Mstep: Class 24 contains 47368 members 
Mstep: Class 25 contains 46948 members 
Mstep: Class 26 contains 56652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182528.000000 Penalty: 85816.687500
Iteration 179Q: 27 clusters Score -1.101825e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 49055 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45695 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8536 members 
Mstep: Class 8 contains 15696 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 43011 members 
Mstep: Class 12 contains 16948 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49617 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 33837 members 
Mstep: Class 20 contains 15349 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 42577 members 
Mstep: Class 23 contains 28498 members 
Mstep: Class 24 contains 47385 members 
Mstep: Class 25 contains 46878 members 
Mstep: Class 26 contains 56617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182832.000000 Penalty: 85816.687500
Iteration 180F: 27 clusters Score -1.101828e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 49133 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45820 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8529 members 
Mstep: Class 8 contains 15733 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 42942 members 
Mstep: Class 12 contains 16615 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49603 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51773 members 
Mstep: Class 19 contains 33827 members 
Mstep: Class 20 contains 15770 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 42471 members 
Mstep: Class 23 contains 28532 members 
Mstep: Class 24 contains 47407 members 
Mstep: Class 25 contains 46838 members 
Mstep: Class 26 contains 56487 members 
Entering Unmasked Estep 
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Score: -110182848.000000 Penalty: 85816.687500
Iteration 181Q: 27 clusters Score -1.101828e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 49224 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45940 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 15784 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 42863 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49595 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51801 members 
Mstep: Class 19 contains 33819 members 
Mstep: Class 20 contains 16199 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 42385 members 
Mstep: Class 23 contains 28558 members 
Mstep: Class 24 contains 47442 members 
Mstep: Class 25 contains 46805 members 
Mstep: Class 26 contains 56328 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 27 clusters Score -1.101829e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 49349 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46033 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8507 members 
Mstep: Class 8 contains 15806 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 42782 members 
Mstep: Class 12 contains 15977 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49633 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51868 members 
Mstep: Class 19 contains 33824 members 
Mstep: Class 20 contains 16669 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 42295 members 
Mstep: Class 23 contains 28575 members 
Mstep: Class 24 contains 47445 members 
Mstep: Class 25 contains 46803 members 
Mstep: Class 26 contains 56085 members 
Entering Unmasked Estep 
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Iteration 183Q: 27 clusters Score -1.10183e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 49473 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46114 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8504 members 
Mstep: Class 8 contains 15824 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 42701 members 
Mstep: Class 12 contains 15703 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49696 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51900 members 
Mstep: Class 19 contains 33826 members 
Mstep: Class 20 contains 17103 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 42197 members 
Mstep: Class 23 contains 28589 members 
Mstep: Class 24 contains 47468 members 
Mstep: Class 25 contains 46794 members 
Mstep: Class 26 contains 55870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183184.000000 Penalty: 85816.687500
Iteration 184Q: 27 clusters Score -1.101832e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 49577 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46208 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8496 members 
Mstep: Class 8 contains 15837 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 42584 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49774 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51936 members 
Mstep: Class 19 contains 33818 members 
Mstep: Class 20 contains 17542 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 42125 members 
Mstep: Class 23 contains 28593 members 
Mstep: Class 24 contains 47443 members 
Mstep: Class 25 contains 46789 members 
Mstep: Class 26 contains 55730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183160.000000 Penalty: 85816.687500
Iteration 185Q: 27 clusters Score -1.101832e+08 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 49675 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46289 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8489 members 
Mstep: Class 8 contains 15865 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 42484 members 
Mstep: Class 12 contains 15135 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49827 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51964 members 
Mstep: Class 19 contains 33820 members 
Mstep: Class 20 contains 17951 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 42051 members 
Mstep: Class 23 contains 28597 members 
Mstep: Class 24 contains 47325 members 
Mstep: Class 25 contains 46788 members 
Mstep: Class 26 contains 55728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183176.000000 Penalty: 85816.687500
Iteration 186Q: 27 clusters Score -1.101832e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 49778 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46392 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8484 members 
Mstep: Class 8 contains 15869 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 42364 members 
Mstep: Class 12 contains 14874 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49905 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2614 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 52005 members 
Mstep: Class 19 contains 33808 members 
Mstep: Class 20 contains 18391 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 41993 members 
Mstep: Class 23 contains 28602 members 
Mstep: Class 24 contains 47271 members 
Mstep: Class 25 contains 46728 members 
Mstep: Class 26 contains 55638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183256.000000 Penalty: 85816.687500
Iteration 187Q: 27 clusters Score -1.101833e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 49873 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46492 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8478 members 
Mstep: Class 8 contains 15871 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 42253 members 
Mstep: Class 12 contains 14612 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 50037 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 52023 members 
Mstep: Class 19 contains 33804 members 
Mstep: Class 20 contains 18832 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 41911 members 
Mstep: Class 23 contains 28602 members 
Mstep: Class 24 contains 47247 members 
Mstep: Class 25 contains 46641 members 
Mstep: Class 26 contains 55530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183296.000000 Penalty: 85816.687500
Iteration 188Q: 27 clusters Score -1.101833e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 49967 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46567 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8476 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 42145 members 
Mstep: Class 12 contains 14385 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 50199 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52051 members 
Mstep: Class 19 contains 33796 members 
Mstep: Class 20 contains 19272 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 41814 members 
Mstep: Class 23 contains 28587 members 
Mstep: Class 24 contains 47257 members 
Mstep: Class 25 contains 46574 members 
Mstep: Class 26 contains 55345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183160.000000 Penalty: 85816.687500
Iteration 189Q: 27 clusters Score -1.101832e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 50069 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46648 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8469 members 
Mstep: Class 8 contains 15878 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 42028 members 
Mstep: Class 12 contains 14153 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 50340 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2611 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52069 members 
Mstep: Class 19 contains 33792 members 
Mstep: Class 20 contains 19706 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 41721 members 
Mstep: Class 23 contains 28561 members 
Mstep: Class 24 contains 47239 members 
Mstep: Class 25 contains 46539 members 
Mstep: Class 26 contains 55193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183352.000000 Penalty: 85816.687500
Iteration 190Q: 27 clusters Score -1.101834e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 50191 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46720 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8458 members 
Mstep: Class 8 contains 15852 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41926 members 
Mstep: Class 12 contains 13965 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50396 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52079 members 
Mstep: Class 19 contains 33791 members 
Mstep: Class 20 contains 20163 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 41625 members 
Mstep: Class 23 contains 28536 members 
Mstep: Class 24 contains 47263 members 
Mstep: Class 25 contains 46488 members 
Mstep: Class 26 contains 54992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183464.000000 Penalty: 85816.687500
Iteration 191Q: 27 clusters Score -1.101835e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 50274 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46758 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8444 members 
Mstep: Class 8 contains 15861 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41846 members 
Mstep: Class 12 contains 13764 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50458 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52099 members 
Mstep: Class 19 contains 33778 members 
Mstep: Class 20 contains 20596 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 41540 members 
Mstep: Class 23 contains 28543 members 
Mstep: Class 24 contains 47310 members 
Mstep: Class 25 contains 46430 members 
Mstep: Class 26 contains 54749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183504.000000 Penalty: 85816.687500
Iteration 192Q: 27 clusters Score -1.101835e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 50359 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46780 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8445 members 
Mstep: Class 8 contains 15879 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41768 members 
Mstep: Class 12 contains 13552 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50512 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52140 members 
Mstep: Class 19 contains 33767 members 
Mstep: Class 20 contains 20986 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 41436 members 
Mstep: Class 23 contains 28541 members 
Mstep: Class 24 contains 47351 members 
Mstep: Class 25 contains 46410 members 
Mstep: Class 26 contains 54517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183520.000000 Penalty: 85816.687500
Iteration 193Q: 27 clusters Score -1.101835e+08 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 50417 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46818 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8443 members 
Mstep: Class 8 contains 15908 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41694 members 
Mstep: Class 12 contains 13336 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50569 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52146 members 
Mstep: Class 19 contains 33762 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 41345 members 
Mstep: Class 23 contains 28539 members 
Mstep: Class 24 contains 47382 members 
Mstep: Class 25 contains 46390 members 
Mstep: Class 26 contains 54341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183400.000000 Penalty: 85816.687500
Iteration 194Q: 27 clusters Score -1.101834e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 50496 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46864 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8447 members 
Mstep: Class 8 contains 15938 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41624 members 
Mstep: Class 12 contains 13087 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50596 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52167 members 
Mstep: Class 19 contains 33757 members 
Mstep: Class 20 contains 21601 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 41259 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 47393 members 
Mstep: Class 25 contains 46383 members 
Mstep: Class 26 contains 54185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183656.000000 Penalty: 85816.687500
Iteration 195Q: 27 clusters Score -1.101837e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 50586 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46876 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8450 members 
Mstep: Class 8 contains 15954 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41566 members 
Mstep: Class 12 contains 12849 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50619 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52176 members 
Mstep: Class 19 contains 33742 members 
Mstep: Class 20 contains 21865 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 41188 members 
Mstep: Class 23 contains 28550 members 
Mstep: Class 24 contains 47352 members 
Mstep: Class 25 contains 46379 members 
Mstep: Class 26 contains 54125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183584.000000 Penalty: 85816.687500
Iteration 196Q: 27 clusters Score -1.101836e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 50679 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46845 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8447 members 
Mstep: Class 8 contains 15981 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41526 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50636 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52192 members 
Mstep: Class 19 contains 33739 members 
Mstep: Class 20 contains 22194 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 41110 members 
Mstep: Class 23 contains 28558 members 
Mstep: Class 24 contains 47228 members 
Mstep: Class 25 contains 46335 members 
Mstep: Class 26 contains 54102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183672.000000 Penalty: 85816.687500
Iteration 197Q: 27 clusters Score -1.101837e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 50764 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46799 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8435 members 
Mstep: Class 8 contains 16005 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41462 members 
Mstep: Class 12 contains 12433 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50670 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52190 members 
Mstep: Class 19 contains 33733 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 41051 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 47062 members 
Mstep: Class 25 contains 46282 members 
Mstep: Class 26 contains 54166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183696.000000 Penalty: 85816.687500
Iteration 198Q: 27 clusters Score -1.101837e+08 nChanged 1899
Entering ConstructFrom: 
Score: -110183696.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (42317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Entering Unmasked Estep 
Score: -7898145.500000 Penalty: 2641.930176
	Iteration 0F: 2 clusters Score -7898146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -7869778.000000 Penalty: 5283.860352
	Iteration 0F: 3 clusters Score -7869778 nChanged 19512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -7880364.000000 Penalty: 5283.860352
	Iteration 1F: 3 clusters Score -7880364 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -7880800.500000 Penalty: 5283.860352
	Iteration 2Q: 3 clusters Score -7880800 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -7881178.500000 Penalty: 5283.860352
	Iteration 3Q: 3 clusters Score -7881178 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -7881445.500000 Penalty: 5283.860352
	Iteration 4Q: 3 clusters Score -7881446 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -7881795.500000 Penalty: 5283.860352
	Iteration 5Q: 3 clusters Score -7881796 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -7882162.500000 Penalty: 5283.860352
	Iteration 6Q: 3 clusters Score -7882162 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -7882569.500000 Penalty: 5283.860352
	Iteration 7Q: 3 clusters Score -7882570 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -7883134.000000 Penalty: 5283.860352
	Iteration 8Q: 3 clusters Score -7883134 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -7884038.500000 Penalty: 5283.860352
	Iteration 9Q: 3 clusters Score -7884038 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -7885297.500000 Penalty: 5283.860352
	Iteration 10Q: 3 clusters Score -7885298 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -7886996.500000 Penalty: 5283.860352
	Iteration 11F: 3 clusters Score -7886996 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -7889017.500000 Penalty: 5283.860352
	Iteration 12F: 3 clusters Score -7889018 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -7890888.000000 Penalty: 5283.860352
	Iteration 13F: 3 clusters Score -7890888 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -7892496.500000 Penalty: 5283.860352
	Iteration 14Q: 3 clusters Score -7892496 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -7893579.000000 Penalty: 5283.860352
	Iteration 15Q: 3 clusters Score -7893579 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7894339.500000 Penalty: 5283.860352
	Iteration 16Q: 3 clusters Score -7894340 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7894929.500000 Penalty: 5283.860352
	Iteration 17Q: 3 clusters Score -7894930 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7895275.000000 Penalty: 5283.860352
	Iteration 18Q: 3 clusters Score -7895275 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7895452.000000 Penalty: 5283.860352
	Iteration 19Q: 3 clusters Score -7895452 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7895560.500000 Penalty: 5283.860352
	Iteration 20F: 3 clusters Score -7895560 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7895632.500000 Penalty: 5283.860352
	Iteration 21Q: 3 clusters Score -7895632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7895678.000000 Penalty: 5283.860352
	Iteration 22Q: 3 clusters Score -7895678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7895717.000000 Penalty: 5283.860352
	Iteration 23Q: 3 clusters Score -7895717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7895740.500000 Penalty: 5283.860352
	Iteration 24Q: 3 clusters Score -7895740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7895750.500000 Penalty: 5283.860352
	Iteration 25Q: 3 clusters Score -7895750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7895766.500000 Penalty: 5283.860352
	Iteration 26Q: 3 clusters Score -7895766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7895764.500000 Penalty: 5283.860352
	Iteration 27Q: 3 clusters Score -7895764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7895775.500000 Penalty: 5283.860352
	Iteration 28Q: 3 clusters Score -7895776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7895785.500000 Penalty: 5283.860352
	Iteration 29Q: 3 clusters Score -7895786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7895790.000000 Penalty: 5283.860352
	Iteration 30Q: 3 clusters Score -7895790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7895795.000000 Penalty: 5283.860352
	Iteration 31Q: 3 clusters Score -7895795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7895799.500000 Penalty: 5283.860352
	Iteration 32Q: 3 clusters Score -7895800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7895798.000000 Penalty: 5283.860352
	Iteration 33Q: 3 clusters Score -7895798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7895812.500000 Penalty: 5283.860352
	Iteration 34Q: 3 clusters Score -7895812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7895811.000000 Penalty: 5283.860352
	Iteration 35Q: 3 clusters Score -7895811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7895809.000000 Penalty: 5283.860352
	Iteration 36Q: 3 clusters Score -7895809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7895809.000000 Penalty: 5283.860352
	Iteration 37Q: 3 clusters Score -7895809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7895809.000000 Penalty: 5283.860352
	Iteration 38F: 3 clusters Score -7895809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Entering Unmasked Estep 
Score: -9506185.000000 Penalty: 2687.270996
	Iteration 0F: 2 clusters Score -9506185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -9474331.000000 Penalty: 5374.541992
	Iteration 0F: 3 clusters Score -9474331 nChanged 23692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -9487243.000000 Penalty: 5374.541992
	Iteration 1F: 3 clusters Score -9487243 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -9487800.000000 Penalty: 5374.541992
	Iteration 2Q: 3 clusters Score -9487800 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -9488296.000000 Penalty: 5374.541992
	Iteration 3Q: 3 clusters Score -9488296 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -9488744.000000 Penalty: 5374.541992
	Iteration 4Q: 3 clusters Score -9488744 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -9489217.000000 Penalty: 5374.541992
	Iteration 5Q: 3 clusters Score -9489217 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -9489622.000000 Penalty: 5374.541992
	Iteration 6Q: 3 clusters Score -9489622 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -9490125.000000 Penalty: 5374.541992
	Iteration 7Q: 3 clusters Score -9490125 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -9490756.000000 Penalty: 5374.541992
	Iteration 8Q: 3 clusters Score -9490756 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -9491581.000000 Penalty: 5374.541992
	Iteration 9Q: 3 clusters Score -9491581 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -9492874.000000 Penalty: 5374.541992
	Iteration 10Q: 3 clusters Score -9492874 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -9494697.000000 Penalty: 5374.541992
	Iteration 11F: 3 clusters Score -9494697 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -9496753.000000 Penalty: 5374.541992
	Iteration 12F: 3 clusters Score -9496753 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -9498619.000000 Penalty: 5374.541992
	Iteration 13F: 3 clusters Score -9498619 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -9500111.000000 Penalty: 5374.541992
	Iteration 14Q: 3 clusters Score -9500111 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -9501235.000000 Penalty: 5374.541992
	Iteration 15Q: 3 clusters Score -9501235 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -9502054.000000 Penalty: 5374.541992
	Iteration 16Q: 3 clusters Score -9502054 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -9502668.000000 Penalty: 5374.541992
	Iteration 17Q: 3 clusters Score -9502668 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -9503092.000000 Penalty: 5374.541992
	Iteration 18Q: 3 clusters Score -9503092 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -9503286.000000 Penalty: 5374.541992
	Iteration 19Q: 3 clusters Score -9503286 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -9503466.000000 Penalty: 5374.541992
	Iteration 20F: 3 clusters Score -9503466 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -9503555.000000 Penalty: 5374.541992
	Iteration 21Q: 3 clusters Score -9503555 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -9503642.000000 Penalty: 5374.541992
	Iteration 22Q: 3 clusters Score -9503642 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -9503732.000000 Penalty: 5374.541992
	Iteration 23Q: 3 clusters Score -9503732 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -9503813.000000 Penalty: 5374.541992
	Iteration 24Q: 3 clusters Score -9503813 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -9503839.000000 Penalty: 5374.541992
	Iteration 25Q: 3 clusters Score -9503839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -9503872.000000 Penalty: 5374.541992
	Iteration 26Q: 3 clusters Score -9503872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -9503920.000000 Penalty: 5374.541992
	Iteration 27Q: 3 clusters Score -9503920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -9503962.000000 Penalty: 5374.541992
	Iteration 28Q: 3 clusters Score -9503962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -9503986.000000 Penalty: 5374.541992
	Iteration 29Q: 3 clusters Score -9503986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -9503990.000000 Penalty: 5374.541992
	Iteration 30Q: 3 clusters Score -9503990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -9504010.000000 Penalty: 5374.541992
	Iteration 31Q: 3 clusters Score -9504010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -9504033.000000 Penalty: 5374.541992
	Iteration 32Q: 3 clusters Score -9504033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -9504039.000000 Penalty: 5374.541992
	Iteration 33Q: 3 clusters Score -9504039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -9504042.000000 Penalty: 5374.541992
	Iteration 34Q: 3 clusters Score -9504042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -9504043.000000 Penalty: 5374.541992
	Iteration 35Q: 3 clusters Score -9504043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -9504053.000000 Penalty: 5374.541992
	Iteration 36Q: 3 clusters Score -9504053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -9504050.000000 Penalty: 5374.541992
	Iteration 37Q: 3 clusters Score -9504050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -9504050.000000 Penalty: 5374.541992
	Iteration 38F: 3 clusters Score -9504050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -203575.187500 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -203575.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -201475.546875 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -201475.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -201858.093750 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -201858.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -201996.031250 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -201996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202110.140625 Penalty: 3541.271484
	Iteration 3F: 3 clusters Score -202110.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -202197.156250 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -202197.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -202260.671875 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -202260.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -202348.343750 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -202348.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -202417.109375 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -202417.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -202464.656250 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -202464.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -202504.156250 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -202504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -202535.671875 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -202535.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -202561.046875 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -202561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -202583.265625 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -202583.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -202600.953125 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -202601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -202625.265625 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -202625.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -202643.906250 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -202643.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -202665.046875 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -202665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -202689.640625 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -202689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -202713.906250 Penalty: 3541.271484
	Iteration 18Q: 3 clusters Score -202713.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -202724.359375 Penalty: 3541.271484
	Iteration 19Q: 3 clusters Score -202724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -202729.468750 Penalty: 3541.271484
	Iteration 20F: 3 clusters Score -202729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -202736.046875 Penalty: 3541.271484
	Iteration 21Q: 3 clusters Score -202736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -202739.250000 Penalty: 3541.271484
	Iteration 22Q: 3 clusters Score -202739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -202743.875000 Penalty: 3541.271484
	Iteration 23Q: 3 clusters Score -202743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -202745.625000 Penalty: 3541.271484
	Iteration 24Q: 3 clusters Score -202745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -202746.265625 Penalty: 3541.271484
	Iteration 25Q: 3 clusters Score -202746.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -202748.468750 Penalty: 3541.271484
	Iteration 26Q: 3 clusters Score -202748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -202751.609375 Penalty: 3541.271484
	Iteration 27Q: 3 clusters Score -202751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -202752.765625 Penalty: 3541.271484
	Iteration 28Q: 3 clusters Score -202752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -202753.390625 Penalty: 3541.271484
	Iteration 29Q: 3 clusters Score -202753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -202753.390625 Penalty: 3541.271484
	Iteration 30F: 3 clusters Score -202753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -51528.132812 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -51528.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50232.214844 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -50232.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50344.601562 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -50344.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50364.417969 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -50364.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50377.074219 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -50377.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50396.820312 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -50396.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50418.332031 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -50418.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50427.199219 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -50427.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50427.199219 Penalty: 2843.737305
	Iteration 7F: 3 clusters Score -50427.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Entering Unmasked Estep 
Score: -8712000.000000 Penalty: 2666.642578
	Iteration 0F: 2 clusters Score -8712000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -8680954.000000 Penalty: 5333.285156
	Iteration 0F: 3 clusters Score -8680954 nChanged 21598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -8692901.000000 Penalty: 5333.285156
	Iteration 1F: 3 clusters Score -8692901 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -8693422.000000 Penalty: 5333.285156
	Iteration 2Q: 3 clusters Score -8693422 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -8693936.000000 Penalty: 5333.285156
	Iteration 3Q: 3 clusters Score -8693936 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -8694439.000000 Penalty: 5333.285156
	Iteration 4Q: 3 clusters Score -8694439 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -8695027.000000 Penalty: 5333.285156
	Iteration 5Q: 3 clusters Score -8695027 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -8695902.000000 Penalty: 5333.285156
	Iteration 6Q: 3 clusters Score -8695902 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -8696924.000000 Penalty: 5333.285156
	Iteration 7Q: 3 clusters Score -8696924 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -8698419.000000 Penalty: 5333.285156
	Iteration 8F: 3 clusters Score -8698419 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -8700527.000000 Penalty: 5333.285156
	Iteration 9F: 3 clusters Score -8700527 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -8703049.000000 Penalty: 5333.285156
	Iteration 10F: 3 clusters Score -8703049 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -8705452.000000 Penalty: 5333.285156
	Iteration 11F: 3 clusters Score -8705452 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -8707319.000000 Penalty: 5333.285156
	Iteration 12Q: 3 clusters Score -8707319 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8708468.000000 Penalty: 5333.285156
	Iteration 13Q: 3 clusters Score -8708468 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8709063.000000 Penalty: 5333.285156
	Iteration 14Q: 3 clusters Score -8709063 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8709338.000000 Penalty: 5333.285156
	Iteration 15Q: 3 clusters Score -8709338 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8709490.000000 Penalty: 5333.285156
	Iteration 16Q: 3 clusters Score -8709490 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8709575.000000 Penalty: 5333.285156
	Iteration 17Q: 3 clusters Score -8709575 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8709625.000000 Penalty: 5333.285156
	Iteration 18Q: 3 clusters Score -8709625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8709666.000000 Penalty: 5333.285156
	Iteration 19Q: 3 clusters Score -8709666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8709680.000000 Penalty: 5333.285156
	Iteration 20F: 3 clusters Score -8709680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8709688.000000 Penalty: 5333.285156
	Iteration 21Q: 3 clusters Score -8709688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8709687.000000 Penalty: 5333.285156
	Iteration 22Q: 3 clusters Score -8709687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8709699.000000 Penalty: 5333.285156
	Iteration 23Q: 3 clusters Score -8709699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8709708.000000 Penalty: 5333.285156
	Iteration 24Q: 3 clusters Score -8709708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8709710.000000 Penalty: 5333.285156
	Iteration 25Q: 3 clusters Score -8709710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8709709.000000 Penalty: 5333.285156
	Iteration 26Q: 3 clusters Score -8709709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8709713.000000 Penalty: 5333.285156
	Iteration 27Q: 3 clusters Score -8709713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8709718.000000 Penalty: 5333.285156
	Iteration 28Q: 3 clusters Score -8709718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8709717.000000 Penalty: 5333.285156
	Iteration 29Q: 3 clusters Score -8709717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8709719.000000 Penalty: 5333.285156
	Iteration 30Q: 3 clusters Score -8709719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8709717.000000 Penalty: 5333.285156
	Iteration 31Q: 3 clusters Score -8709717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8709717.000000 Penalty: 5333.285156
	Iteration 32F: 3 clusters Score -8709717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26795.060547 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -26795.06 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 177 members 
Entering Unmasked Estep 
Score: -25570.359375 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -25570.36 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25737.431641 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -25737.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25878.705078 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -25878.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25957.281250 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -25957.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26018.865234 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -26018.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26062.789062 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -26062.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26082.824219 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -26082.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26094.935547 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -26094.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26105.589844 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -26105.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26106.917969 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -26106.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26106.917969 Penalty: 2885.287109
	Iteration 10F: 3 clusters Score -26106.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Entering Unmasked Estep 
Score: -1570852.000000 Penalty: 2241.838379
	Iteration 0F: 2 clusters Score -1570852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1564159.125000 Penalty: 4483.676758
	Iteration 0F: 3 clusters Score -1564159 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1565983.125000 Penalty: 4483.676758
	Iteration 1F: 3 clusters Score -1565983 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1566230.625000 Penalty: 4483.676758
	Iteration 2F: 3 clusters Score -1566231 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1566375.625000 Penalty: 4483.676758
	Iteration 3Q: 3 clusters Score -1566376 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1566497.125000 Penalty: 4483.676758
	Iteration 4Q: 3 clusters Score -1566497 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1566587.250000 Penalty: 4483.676758
	Iteration 5Q: 3 clusters Score -1566587 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1566667.625000 Penalty: 4483.676758
	Iteration 6Q: 3 clusters Score -1566668 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1566743.125000 Penalty: 4483.676758
	Iteration 7Q: 3 clusters Score -1566743 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1566812.750000 Penalty: 4483.676758
	Iteration 8Q: 3 clusters Score -1566813 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1566871.125000 Penalty: 4483.676758
	Iteration 9Q: 3 clusters Score -1566871 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1566934.375000 Penalty: 4483.676758
	Iteration 10Q: 3 clusters Score -1566934 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1567007.000000 Penalty: 4483.676758
	Iteration 11Q: 3 clusters Score -1567007 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1567078.125000 Penalty: 4483.676758
	Iteration 12Q: 3 clusters Score -1567078 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1567167.750000 Penalty: 4483.676758
	Iteration 13Q: 3 clusters Score -1567168 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1567291.375000 Penalty: 4483.676758
	Iteration 14Q: 3 clusters Score -1567291 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1567437.625000 Penalty: 4483.676758
	Iteration 15Q: 3 clusters Score -1567438 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1567580.000000 Penalty: 4483.676758
	Iteration 16Q: 3 clusters Score -1567580 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1567710.875000 Penalty: 4483.676758
	Iteration 17Q: 3 clusters Score -1567711 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1567834.375000 Penalty: 4483.676758
	Iteration 18Q: 3 clusters Score -1567834 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1567946.875000 Penalty: 4483.676758
	Iteration 19Q: 3 clusters Score -1567947 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1568044.250000 Penalty: 4483.676758
	Iteration 20F: 3 clusters Score -1568044 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1568154.000000 Penalty: 4483.676758
	Iteration 21Q: 3 clusters Score -1568154 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1568255.375000 Penalty: 4483.676758
	Iteration 22Q: 3 clusters Score -1568255 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1568362.625000 Penalty: 4483.676758
	Iteration 23Q: 3 clusters Score -1568363 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1568444.125000 Penalty: 4483.676758
	Iteration 24Q: 3 clusters Score -1568444 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1568501.875000 Penalty: 4483.676758
	Iteration 25Q: 3 clusters Score -1568502 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1568556.500000 Penalty: 4483.676758
	Iteration 26Q: 3 clusters Score -1568556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1568609.750000 Penalty: 4483.676758
	Iteration 27Q: 3 clusters Score -1568610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1568663.875000 Penalty: 4483.676758
	Iteration 28Q: 3 clusters Score -1568664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1568724.250000 Penalty: 4483.676758
	Iteration 29Q: 3 clusters Score -1568724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1568761.875000 Penalty: 4483.676758
	Iteration 30Q: 3 clusters Score -1568762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1568800.375000 Penalty: 4483.676758
	Iteration 31Q: 3 clusters Score -1568800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1568832.500000 Penalty: 4483.676758
	Iteration 32Q: 3 clusters Score -1568832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1568849.875000 Penalty: 4483.676758
	Iteration 33Q: 3 clusters Score -1568850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1568859.875000 Penalty: 4483.676758
	Iteration 34Q: 3 clusters Score -1568860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1568869.125000 Penalty: 4483.676758
	Iteration 35Q: 3 clusters Score -1568869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1568870.375000 Penalty: 4483.676758
	Iteration 36Q: 3 clusters Score -1568870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1568870.125000 Penalty: 4483.676758
	Iteration 37Q: 3 clusters Score -1568870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1568872.125000 Penalty: 4483.676758
	Iteration 38Q: 3 clusters Score -1568872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1568874.875000 Penalty: 4483.676758
	Iteration 39Q: 3 clusters Score -1568875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1568878.000000 Penalty: 4483.676758
	Iteration 40F: 3 clusters Score -1568878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1568881.250000 Penalty: 4483.676758
	Iteration 41Q: 3 clusters Score -1568881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1568884.875000 Penalty: 4483.676758
	Iteration 42Q: 3 clusters Score -1568885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1568885.625000 Penalty: 4483.676758
	Iteration 43Q: 3 clusters Score -1568886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1568889.250000 Penalty: 4483.676758
	Iteration 44Q: 3 clusters Score -1568889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1568895.875000 Penalty: 4483.676758
	Iteration 45Q: 3 clusters Score -1568896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1568894.000000 Penalty: 4483.676758
	Iteration 46Q: 3 clusters Score -1568894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1568896.000000 Penalty: 4483.676758
	Iteration 47Q: 3 clusters Score -1568896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1568896.000000 Penalty: 4483.676758
	Iteration 48F: 3 clusters Score -1568896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Entering Unmasked Estep 
Score: -3024560.750000 Penalty: 2401.360107
	Iteration 0F: 2 clusters Score -3024561 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 8056 members 
Entering Unmasked Estep 
Score: -3013137.500000 Penalty: 4802.720215
	Iteration 0F: 3 clusters Score -3013138 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3016720.750000 Penalty: 4802.720215
	Iteration 1F: 3 clusters Score -3016721 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3017067.000000 Penalty: 4802.720215
	Iteration 2F: 3 clusters Score -3017067 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3017306.250000 Penalty: 4802.720215
	Iteration 3Q: 3 clusters Score -3017306 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3017493.750000 Penalty: 4802.720215
	Iteration 4Q: 3 clusters Score -3017494 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3017671.000000 Penalty: 4802.720215
	Iteration 5Q: 3 clusters Score -3017671 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3017827.500000 Penalty: 4802.720215
	Iteration 6Q: 3 clusters Score -3017828 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3017974.500000 Penalty: 4802.720215
	Iteration 7Q: 3 clusters Score -3017974 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3018154.750000 Penalty: 4802.720215
	Iteration 8Q: 3 clusters Score -3018155 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3018299.500000 Penalty: 4802.720215
	Iteration 9Q: 3 clusters Score -3018300 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3018530.000000 Penalty: 4802.720215
	Iteration 10Q: 3 clusters Score -3018530 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3018818.250000 Penalty: 4802.720215
	Iteration 11Q: 3 clusters Score -3018818 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3019164.250000 Penalty: 4802.720215
	Iteration 12Q: 3 clusters Score -3019164 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3019545.000000 Penalty: 4802.720215
	Iteration 13Q: 3 clusters Score -3019545 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3019945.750000 Penalty: 4802.720215
	Iteration 14Q: 3 clusters Score -3019946 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3020286.250000 Penalty: 4802.720215
	Iteration 15Q: 3 clusters Score -3020286 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3020526.000000 Penalty: 4802.720215
	Iteration 16Q: 3 clusters Score -3020526 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -3020669.000000 Penalty: 4802.720215
	Iteration 17Q: 3 clusters Score -3020669 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3020781.000000 Penalty: 4802.720215
	Iteration 18Q: 3 clusters Score -3020781 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3020892.000000 Penalty: 4802.720215
	Iteration 19Q: 3 clusters Score -3020892 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3020982.000000 Penalty: 4802.720215
	Iteration 20F: 3 clusters Score -3020982 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3021086.000000 Penalty: 4802.720215
	Iteration 21Q: 3 clusters Score -3021086 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3021195.000000 Penalty: 4802.720215
	Iteration 22Q: 3 clusters Score -3021195 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3021303.000000 Penalty: 4802.720215
	Iteration 23Q: 3 clusters Score -3021303 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -3021424.750000 Penalty: 4802.720215
	Iteration 24Q: 3 clusters Score -3021425 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3021502.250000 Penalty: 4802.720215
	Iteration 25Q: 3 clusters Score -3021502 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3021567.250000 Penalty: 4802.720215
	Iteration 26Q: 3 clusters Score -3021567 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3021620.500000 Penalty: 4802.720215
	Iteration 27Q: 3 clusters Score -3021620 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3021680.000000 Penalty: 4802.720215
	Iteration 28Q: 3 clusters Score -3021680 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3021724.500000 Penalty: 4802.720215
	Iteration 29Q: 3 clusters Score -3021724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3021775.500000 Penalty: 4802.720215
	Iteration 30Q: 3 clusters Score -3021776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3021806.750000 Penalty: 4802.720215
	Iteration 31Q: 3 clusters Score -3021807 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3021850.500000 Penalty: 4802.720215
	Iteration 32Q: 3 clusters Score -3021850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3021882.500000 Penalty: 4802.720215
	Iteration 33Q: 3 clusters Score -3021882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3021896.750000 Penalty: 4802.720215
	Iteration 34Q: 3 clusters Score -3021897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3021910.750000 Penalty: 4802.720215
	Iteration 35Q: 3 clusters Score -3021911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3021916.250000 Penalty: 4802.720215
	Iteration 36Q: 3 clusters Score -3021916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3021931.250000 Penalty: 4802.720215
	Iteration 37Q: 3 clusters Score -3021931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3021945.750000 Penalty: 4802.720215
	Iteration 38Q: 3 clusters Score -3021946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3021962.250000 Penalty: 4802.720215
	Iteration 39Q: 3 clusters Score -3021962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3021978.000000 Penalty: 4802.720215
	Iteration 40F: 3 clusters Score -3021978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3021991.750000 Penalty: 4802.720215
	Iteration 41Q: 3 clusters Score -3021992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3022005.250000 Penalty: 4802.720215
	Iteration 42Q: 3 clusters Score -3022005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3022012.250000 Penalty: 4802.720215
	Iteration 43Q: 3 clusters Score -3022012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3022011.500000 Penalty: 4802.720215
	Iteration 44Q: 3 clusters Score -3022012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3022017.000000 Penalty: 4802.720215
	Iteration 45Q: 3 clusters Score -3022017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3022023.750000 Penalty: 4802.720215
	Iteration 46Q: 3 clusters Score -3022024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3022024.750000 Penalty: 4802.720215
	Iteration 47Q: 3 clusters Score -3022025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3022028.000000 Penalty: 4802.720215
	Iteration 48Q: 3 clusters Score -3022028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3022035.750000 Penalty: 4802.720215
	Iteration 49Q: 3 clusters Score -3022036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3022043.500000 Penalty: 4802.720215
	Iteration 50Q: 3 clusters Score -3022044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3022055.500000 Penalty: 4802.720215
	Iteration 51Q: 3 clusters Score -3022056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3022053.250000 Penalty: 4802.720215
	Iteration 52Q: 3 clusters Score -3022053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3022071.250000 Penalty: 4802.720215
	Iteration 53Q: 3 clusters Score -3022071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3022072.750000 Penalty: 4802.720215
	Iteration 54Q: 3 clusters Score -3022073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3022079.500000 Penalty: 4802.720215
	Iteration 55Q: 3 clusters Score -3022080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3022086.250000 Penalty: 4802.720215
	Iteration 56Q: 3 clusters Score -3022086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3022100.500000 Penalty: 4802.720215
	Iteration 57Q: 3 clusters Score -3022100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3022104.750000 Penalty: 4802.720215
	Iteration 58Q: 3 clusters Score -3022105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3022104.000000 Penalty: 4802.720215
	Iteration 59Q: 3 clusters Score -3022104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3022109.250000 Penalty: 4802.720215
	Iteration 60F: 3 clusters Score -3022109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3022109.750000 Penalty: 4802.720215
	Iteration 61Q: 3 clusters Score -3022110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3022111.750000 Penalty: 4802.720215
	Iteration 62Q: 3 clusters Score -3022112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3022108.000000 Penalty: 4802.720215
	Iteration 63Q: 3 clusters Score -3022108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3022120.000000 Penalty: 4802.720215
	Iteration 64Q: 3 clusters Score -3022120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3022128.500000 Penalty: 4802.720215
	Iteration 65Q: 3 clusters Score -3022128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3022136.250000 Penalty: 4802.720215
	Iteration 66Q: 3 clusters Score -3022136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3022140.500000 Penalty: 4802.720215
	Iteration 67Q: 3 clusters Score -3022140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3022136.000000 Penalty: 4802.720215
	Iteration 68Q: 3 clusters Score -3022136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3022147.000000 Penalty: 4802.720215
	Iteration 69Q: 3 clusters Score -3022147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3022150.000000 Penalty: 4802.720215
	Iteration 70Q: 3 clusters Score -3022150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3022162.500000 Penalty: 4802.720215
	Iteration 71Q: 3 clusters Score -3022162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3022167.750000 Penalty: 4802.720215
	Iteration 72Q: 3 clusters Score -3022168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3022166.500000 Penalty: 4802.720215
	Iteration 73Q: 3 clusters Score -3022166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3022169.250000 Penalty: 4802.720215
	Iteration 74Q: 3 clusters Score -3022169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3022178.250000 Penalty: 4802.720215
	Iteration 75Q: 3 clusters Score -3022178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3022175.750000 Penalty: 4802.720215
	Iteration 76Q: 3 clusters Score -3022176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3022179.500000 Penalty: 4802.720215
	Iteration 77Q: 3 clusters Score -3022180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3022179.000000 Penalty: 4802.720215
	Iteration 78Q: 3 clusters Score -3022179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3022180.500000 Penalty: 4802.720215
	Iteration 79Q: 3 clusters Score -3022180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3022181.500000 Penalty: 4802.720215
	Iteration 80F: 3 clusters Score -3022182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3022179.250000 Penalty: 4802.720215
	Iteration 81Q: 3 clusters Score -3022179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3022179.750000 Penalty: 4802.720215
	Iteration 82Q: 3 clusters Score -3022180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3022183.500000 Penalty: 4802.720215
	Iteration 83Q: 3 clusters Score -3022184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3022181.000000 Penalty: 4802.720215
	Iteration 84Q: 3 clusters Score -3022181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3022179.750000 Penalty: 4802.720215
	Iteration 85Q: 3 clusters Score -3022180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3022181.750000 Penalty: 4802.720215
	Iteration 86Q: 3 clusters Score -3022182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3022184.250000 Penalty: 4802.720215
	Iteration 87Q: 3 clusters Score -3022184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3022188.250000 Penalty: 4802.720215
	Iteration 88Q: 3 clusters Score -3022188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3022187.500000 Penalty: 4802.720215
	Iteration 89Q: 3 clusters Score -3022188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3022187.750000 Penalty: 4802.720215
	Iteration 90Q: 3 clusters Score -3022188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3022187.750000 Penalty: 4802.720215
	Iteration 91F: 3 clusters Score -3022188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -56234.574219 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -56234.57 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 205 members 
Entering Unmasked Estep 
Score: -54927.437500 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -54927.44 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55248.214844 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -55248.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55448.578125 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -55448.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55592.917969 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -55592.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55664.214844 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -55664.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55704.851562 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -55704.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55716.550781 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -55716.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55721.996094 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -55722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55727.425781 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -55727.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55729.027344 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -55729.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55730.476562 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -55730.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55732.187500 Penalty: 2971.766357
	Iteration 11F: 3 clusters Score -55732.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55745.929688 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -55745.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55749.687500 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -55749.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55749.687500 Penalty: 2971.766357
	Iteration 14F: 3 clusters Score -55749.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -57477.996094 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -57478 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 255 members 
Entering Unmasked Estep 
Score: -56055.769531 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -56055.77 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56464.789062 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -56464.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56647.839844 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -56647.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56743.871094 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -56743.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56808.996094 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -56809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56831.996094 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -56832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56841.312500 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -56841.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56842.785156 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -56842.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56843.589844 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -56843.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56843.589844 Penalty: 3101.899170
	Iteration 9F: 3 clusters Score -56843.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Entering Unmasked Estep 
Score: -7706365.000000 Penalty: 2636.442871
	Iteration 0F: 2 clusters Score -7706365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -7678753.500000 Penalty: 5272.885742
	Iteration 0F: 3 clusters Score -7678754 nChanged 19011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -7689466.500000 Penalty: 5272.885742
	Iteration 1F: 3 clusters Score -7689466 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -7690209.000000 Penalty: 5272.885742
	Iteration 2Q: 3 clusters Score -7690209 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -7691061.000000 Penalty: 5272.885742
	Iteration 3Q: 3 clusters Score -7691061 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -7692095.000000 Penalty: 5272.885742
	Iteration 4Q: 3 clusters Score -7692095 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -7693327.000000 Penalty: 5272.885742
	Iteration 5F: 3 clusters Score -7693327 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -7694753.500000 Penalty: 5272.885742
	Iteration 6F: 3 clusters Score -7694754 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -7696483.000000 Penalty: 5272.885742
	Iteration 7F: 3 clusters Score -7696483 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -7698136.000000 Penalty: 5272.885742
	Iteration 8F: 3 clusters Score -7698136 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -7699448.500000 Penalty: 5272.885742
	Iteration 9Q: 3 clusters Score -7699448 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -7700368.500000 Penalty: 5272.885742
	Iteration 10Q: 3 clusters Score -7700368 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -7700906.500000 Penalty: 5272.885742
	Iteration 11Q: 3 clusters Score -7700906 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -7701441.000000 Penalty: 5272.885742
	Iteration 12Q: 3 clusters Score -7701441 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -7701934.000000 Penalty: 5272.885742
	Iteration 13Q: 3 clusters Score -7701934 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -7702418.000000 Penalty: 5272.885742
	Iteration 14Q: 3 clusters Score -7702418 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -7702867.000000 Penalty: 5272.885742
	Iteration 15Q: 3 clusters Score -7702867 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -7703265.000000 Penalty: 5272.885742
	Iteration 16Q: 3 clusters Score -7703265 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -7703553.000000 Penalty: 5272.885742
	Iteration 17Q: 3 clusters Score -7703553 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -7703833.500000 Penalty: 5272.885742
	Iteration 18Q: 3 clusters Score -7703834 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -7704039.000000 Penalty: 5272.885742
	Iteration 19Q: 3 clusters Score -7704039 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -7704202.500000 Penalty: 5272.885742
	Iteration 20F: 3 clusters Score -7704202 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -7704333.000000 Penalty: 5272.885742
	Iteration 21Q: 3 clusters Score -7704333 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -7704388.000000 Penalty: 5272.885742
	Iteration 22Q: 3 clusters Score -7704388 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -7704456.000000 Penalty: 5272.885742
	Iteration 23Q: 3 clusters Score -7704456 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -7704503.000000 Penalty: 5272.885742
	Iteration 24Q: 3 clusters Score -7704503 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -7704555.500000 Penalty: 5272.885742
	Iteration 25Q: 3 clusters Score -7704556 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -7704559.500000 Penalty: 5272.885742
	Iteration 26Q: 3 clusters Score -7704560 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7704603.500000 Penalty: 5272.885742
	Iteration 27Q: 3 clusters Score -7704604 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -7704580.500000 Penalty: 5272.885742
	Iteration 28Q: 3 clusters Score -7704580 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -7704603.500000 Penalty: 5272.885742
	Iteration 29Q: 3 clusters Score -7704604 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -7704614.500000 Penalty: 5272.885742
	Iteration 30Q: 3 clusters Score -7704614 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -7704600.500000 Penalty: 5272.885742
	Iteration 31Q: 3 clusters Score -7704600 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -7704607.000000 Penalty: 5272.885742
	Iteration 32Q: 3 clusters Score -7704607 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -7704619.500000 Penalty: 5272.885742
	Iteration 33Q: 3 clusters Score -7704620 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -7704642.000000 Penalty: 5272.885742
	Iteration 34Q: 3 clusters Score -7704642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -7704621.000000 Penalty: 5272.885742
	Iteration 35Q: 3 clusters Score -7704621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -7704624.500000 Penalty: 5272.885742
	Iteration 36Q: 3 clusters Score -7704624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -7704617.500000 Penalty: 5272.885742
	Iteration 37Q: 3 clusters Score -7704618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -7704621.500000 Penalty: 5272.885742
	Iteration 38Q: 3 clusters Score -7704622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -7704622.500000 Penalty: 5272.885742
	Iteration 39Q: 3 clusters Score -7704622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -7704625.000000 Penalty: 5272.885742
	Iteration 40F: 3 clusters Score -7704625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -7704617.500000 Penalty: 5272.885742
	Iteration 41Q: 3 clusters Score -7704618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -7704623.500000 Penalty: 5272.885742
	Iteration 42Q: 3 clusters Score -7704624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7704607.000000 Penalty: 5272.885742
	Iteration 43Q: 3 clusters Score -7704607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -7704618.000000 Penalty: 5272.885742
	Iteration 44Q: 3 clusters Score -7704618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -7704620.000000 Penalty: 5272.885742
	Iteration 45Q: 3 clusters Score -7704620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -7704612.000000 Penalty: 5272.885742
	Iteration 46Q: 3 clusters Score -7704612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -7704610.500000 Penalty: 5272.885742
	Iteration 47Q: 3 clusters Score -7704610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -7704615.500000 Penalty: 5272.885742
	Iteration 48Q: 3 clusters Score -7704616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -7704621.500000 Penalty: 5272.885742
	Iteration 49Q: 3 clusters Score -7704622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -7704619.500000 Penalty: 5272.885742
	Iteration 50Q: 3 clusters Score -7704620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -7704617.000000 Penalty: 5272.885742
	Iteration 51Q: 3 clusters Score -7704617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -7704616.500000 Penalty: 5272.885742
	Iteration 52Q: 3 clusters Score -7704616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -7704606.000000 Penalty: 5272.885742
	Iteration 53Q: 3 clusters Score -7704606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -7704601.500000 Penalty: 5272.885742
	Iteration 54Q: 3 clusters Score -7704602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -7704606.500000 Penalty: 5272.885742
	Iteration 55Q: 3 clusters Score -7704606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7704609.000000 Penalty: 5272.885742
	Iteration 56Q: 3 clusters Score -7704609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -7704609.000000 Penalty: 5272.885742
	Iteration 57Q: 3 clusters Score -7704609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -7704609.000000 Penalty: 5272.885742
	Iteration 58Q: 3 clusters Score -7704609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -7704609.000000 Penalty: 5272.885742
	Iteration 59Q: 3 clusters Score -7704609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7704600.000000 Penalty: 5272.885742
	Iteration 60F: 3 clusters Score -7704600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -7704609.000000 Penalty: 5272.885742
	Iteration 61Q: 3 clusters Score -7704609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -7704612.500000 Penalty: 5272.885742
	Iteration 62Q: 3 clusters Score -7704612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -7704617.500000 Penalty: 5272.885742
	Iteration 63Q: 3 clusters Score -7704618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -7704618.000000 Penalty: 5272.885742
	Iteration 64Q: 3 clusters Score -7704618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -7704613.000000 Penalty: 5272.885742
	Iteration 65Q: 3 clusters Score -7704613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -7704620.000000 Penalty: 5272.885742
	Iteration 66Q: 3 clusters Score -7704620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -7704620.000000 Penalty: 5272.885742
	Iteration 67F: 3 clusters Score -7704620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Entering Unmasked Estep 
Score: -2280569.750000 Penalty: 2334.392578
	Iteration 0F: 2 clusters Score -2280570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2271485.750000 Penalty: 4668.785156
	Iteration 0F: 3 clusters Score -2271486 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2274176.250000 Penalty: 4668.785156
	Iteration 1F: 3 clusters Score -2274176 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2274547.750000 Penalty: 4668.785156
	Iteration 2F: 3 clusters Score -2274548 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2274905.750000 Penalty: 4668.785156
	Iteration 3F: 3 clusters Score -2274906 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2275226.000000 Penalty: 4668.785156
	Iteration 4Q: 3 clusters Score -2275226 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2275560.500000 Penalty: 4668.785156
	Iteration 5Q: 3 clusters Score -2275560 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2275947.250000 Penalty: 4668.785156
	Iteration 6Q: 3 clusters Score -2275947 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2276446.500000 Penalty: 4668.785156
	Iteration 7F: 3 clusters Score -2276446 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2276946.000000 Penalty: 4668.785156
	Iteration 8Q: 3 clusters Score -2276946 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2277378.250000 Penalty: 4668.785156
	Iteration 9Q: 3 clusters Score -2277378 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2277704.500000 Penalty: 4668.785156
	Iteration 10Q: 3 clusters Score -2277704 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2277927.000000 Penalty: 4668.785156
	Iteration 11Q: 3 clusters Score -2277927 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2278112.000000 Penalty: 4668.785156
	Iteration 12Q: 3 clusters Score -2278112 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2278235.000000 Penalty: 4668.785156
	Iteration 13Q: 3 clusters Score -2278235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2278308.750000 Penalty: 4668.785156
	Iteration 14Q: 3 clusters Score -2278309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2278355.250000 Penalty: 4668.785156
	Iteration 15Q: 3 clusters Score -2278355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2278388.000000 Penalty: 4668.785156
	Iteration 16Q: 3 clusters Score -2278388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2278415.250000 Penalty: 4668.785156
	Iteration 17Q: 3 clusters Score -2278415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2278443.250000 Penalty: 4668.785156
	Iteration 18Q: 3 clusters Score -2278443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2278465.250000 Penalty: 4668.785156
	Iteration 19Q: 3 clusters Score -2278465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2278479.250000 Penalty: 4668.785156
	Iteration 20F: 3 clusters Score -2278479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2278489.000000 Penalty: 4668.785156
	Iteration 21Q: 3 clusters Score -2278489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2278499.500000 Penalty: 4668.785156
	Iteration 22Q: 3 clusters Score -2278500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2278511.500000 Penalty: 4668.785156
	Iteration 23Q: 3 clusters Score -2278512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2278521.250000 Penalty: 4668.785156
	Iteration 24Q: 3 clusters Score -2278521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2278521.250000 Penalty: 4668.785156
	Iteration 25Q: 3 clusters Score -2278521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2278520.500000 Penalty: 4668.785156
	Iteration 26Q: 3 clusters Score -2278520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2278520.500000 Penalty: 4668.785156
	Iteration 27F: 3 clusters Score -2278520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -77803.265625 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -77803.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76377.671875 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -76377.67 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76552.539062 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -76552.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76616.257812 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -76616.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76672.195312 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -76672.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76720.250000 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -76720.25 nChanged 23
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: -76787.078125 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -76787.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76854.312500 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -76854.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76863.273438 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -76863.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76869.804688 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -76869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76872.257812 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -76872.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76880.820312 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -76880.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76882.367188 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -76882.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76882.367188 Penalty: 3048.579346
	Iteration 12F: 3 clusters Score -76882.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Entering Unmasked Estep 
Score: -9487739.000000 Penalty: 2686.522949
	Iteration 0F: 2 clusters Score -9487739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -9455898.000000 Penalty: 5373.045898
	Iteration 0F: 3 clusters Score -9455898 nChanged 23475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -9468762.000000 Penalty: 5373.045898
	Iteration 1F: 3 clusters Score -9468762 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -9469366.000000 Penalty: 5373.045898
	Iteration 2Q: 3 clusters Score -9469366 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -9469876.000000 Penalty: 5373.045898
	Iteration 3Q: 3 clusters Score -9469876 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -9470348.000000 Penalty: 5373.045898
	Iteration 4Q: 3 clusters Score -9470348 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -9470814.000000 Penalty: 5373.045898
	Iteration 5Q: 3 clusters Score -9470814 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -9471417.000000 Penalty: 5373.045898
	Iteration 6Q: 3 clusters Score -9471417 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -9472096.000000 Penalty: 5373.045898
	Iteration 7Q: 3 clusters Score -9472096 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -9472985.000000 Penalty: 5373.045898
	Iteration 8Q: 3 clusters Score -9472985 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -9474116.000000 Penalty: 5373.045898
	Iteration 9Q: 3 clusters Score -9474116 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -9475414.000000 Penalty: 5373.045898
	Iteration 10Q: 3 clusters Score -9475414 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -9476750.000000 Penalty: 5373.045898
	Iteration 11Q: 3 clusters Score -9476750 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -9478113.000000 Penalty: 5373.045898
	Iteration 12Q: 3 clusters Score -9478113 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -9479272.000000 Penalty: 5373.045898
	Iteration 13Q: 3 clusters Score -9479272 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -9480177.000000 Penalty: 5373.045898
	Iteration 14Q: 3 clusters Score -9480177 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -9480814.000000 Penalty: 5373.045898
	Iteration 15Q: 3 clusters Score -9480814 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -9481347.000000 Penalty: 5373.045898
	Iteration 16Q: 3 clusters Score -9481347 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -9481907.000000 Penalty: 5373.045898
	Iteration 17Q: 3 clusters Score -9481907 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -9482467.000000 Penalty: 5373.045898
	Iteration 18Q: 3 clusters Score -9482467 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -9483012.000000 Penalty: 5373.045898
	Iteration 19Q: 3 clusters Score -9483012 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -9483533.000000 Penalty: 5373.045898
	Iteration 20F: 3 clusters Score -9483533 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -9484075.000000 Penalty: 5373.045898
	Iteration 21Q: 3 clusters Score -9484075 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -9484638.000000 Penalty: 5373.045898
	Iteration 22Q: 3 clusters Score -9484638 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -9485115.000000 Penalty: 5373.045898
	Iteration 23Q: 3 clusters Score -9485115 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -9485437.000000 Penalty: 5373.045898
	Iteration 24Q: 3 clusters Score -9485437 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -9485637.000000 Penalty: 5373.045898
	Iteration 25Q: 3 clusters Score -9485637 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -9485677.000000 Penalty: 5373.045898
	Iteration 26Q: 3 clusters Score -9485677 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -9485760.000000 Penalty: 5373.045898
	Iteration 27Q: 3 clusters Score -9485760 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9485833.000000 Penalty: 5373.045898
	Iteration 28Q: 3 clusters Score -9485833 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9485845.000000 Penalty: 5373.045898
	Iteration 29Q: 3 clusters Score -9485845 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9485857.000000 Penalty: 5373.045898
	Iteration 30Q: 3 clusters Score -9485857 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9485893.000000 Penalty: 5373.045898
	Iteration 31Q: 3 clusters Score -9485893 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9485886.000000 Penalty: 5373.045898
	Iteration 32Q: 3 clusters Score -9485886 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9485874.000000 Penalty: 5373.045898
	Iteration 33Q: 3 clusters Score -9485874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9485839.000000 Penalty: 5373.045898
	Iteration 34Q: 3 clusters Score -9485839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9485875.000000 Penalty: 5373.045898
	Iteration 35Q: 3 clusters Score -9485875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9485891.000000 Penalty: 5373.045898
	Iteration 36Q: 3 clusters Score -9485891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9485879.000000 Penalty: 5373.045898
	Iteration 37Q: 3 clusters Score -9485879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9485902.000000 Penalty: 5373.045898
	Iteration 38Q: 3 clusters Score -9485902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9485916.000000 Penalty: 5373.045898
	Iteration 39Q: 3 clusters Score -9485916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9485923.000000 Penalty: 5373.045898
	Iteration 40F: 3 clusters Score -9485923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9485910.000000 Penalty: 5373.045898
	Iteration 41Q: 3 clusters Score -9485910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9485908.000000 Penalty: 5373.045898
	Iteration 42Q: 3 clusters Score -9485908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9485921.000000 Penalty: 5373.045898
	Iteration 43Q: 3 clusters Score -9485921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9485922.000000 Penalty: 5373.045898
	Iteration 44Q: 3 clusters Score -9485922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9485911.000000 Penalty: 5373.045898
	Iteration 45Q: 3 clusters Score -9485911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9485916.000000 Penalty: 5373.045898
	Iteration 46Q: 3 clusters Score -9485916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9485910.000000 Penalty: 5373.045898
	Iteration 47Q: 3 clusters Score -9485910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9485917.000000 Penalty: 5373.045898
	Iteration 48Q: 3 clusters Score -9485917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9485915.000000 Penalty: 5373.045898
	Iteration 49Q: 3 clusters Score -9485915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -9485919.000000 Penalty: 5373.045898
	Iteration 50Q: 3 clusters Score -9485919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9485923.000000 Penalty: 5373.045898
	Iteration 51Q: 3 clusters Score -9485923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9485922.000000 Penalty: 5373.045898
	Iteration 52Q: 3 clusters Score -9485922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -9485923.000000 Penalty: 5373.045898
	Iteration 53Q: 3 clusters Score -9485923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9485919.000000 Penalty: 5373.045898
	Iteration 54Q: 3 clusters Score -9485919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9485918.000000 Penalty: 5373.045898
	Iteration 55Q: 3 clusters Score -9485918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9485921.000000 Penalty: 5373.045898
	Iteration 56Q: 3 clusters Score -9485921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9485920.000000 Penalty: 5373.045898
	Iteration 57Q: 3 clusters Score -9485920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9485921.000000 Penalty: 5373.045898
	Iteration 58Q: 3 clusters Score -9485921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9485924.000000 Penalty: 5373.045898
	Iteration 59Q: 3 clusters Score -9485924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9485919.000000 Penalty: 5373.045898
	Iteration 60F: 3 clusters Score -9485919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9485926.000000 Penalty: 5373.045898
	Iteration 61Q: 3 clusters Score -9485926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9485921.000000 Penalty: 5373.045898
	Iteration 62Q: 3 clusters Score -9485921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9485923.000000 Penalty: 5373.045898
	Iteration 63Q: 3 clusters Score -9485923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9485941.000000 Penalty: 5373.045898
	Iteration 64Q: 3 clusters Score -9485941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9485918.000000 Penalty: 5373.045898
	Iteration 65Q: 3 clusters Score -9485918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9485928.000000 Penalty: 5373.045898
	Iteration 66Q: 3 clusters Score -9485928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9485926.000000 Penalty: 5373.045898
	Iteration 67Q: 3 clusters Score -9485926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9485926.000000 Penalty: 5373.045898
	Iteration 68F: 3 clusters Score -9485926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -98260.304688 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -98260.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96707.843750 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -96707.84 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97405.843750 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -97405.84 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97907.562500 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -97907.56 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98188.695312 Penalty: 3266.056396
	Iteration 3F: 3 clusters Score -98188.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -98348.781250 Penalty: 3266.056396
	Iteration 4F: 3 clusters Score -98348.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98427.281250 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -98427.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -98450.750000 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -98450.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98459.601562 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -98459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98474.921875 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -98474.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98493.648438 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -98493.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -98498.320312 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -98498.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98503.570312 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -98503.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -98507.148438 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -98507.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98507.679688 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -98507.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98507.679688 Penalty: 3266.056396
	Iteration 14F: 3 clusters Score -98507.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 50806 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46751 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8431 members 
Mstep: Class 8 contains 16041 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41391 members 
Mstep: Class 12 contains 12245 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50653 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52163 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 22818 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 40962 members 
Mstep: Class 23 contains 28533 members 
Mstep: Class 24 contains 47103 members 
Mstep: Class 25 contains 46156 members 
Mstep: Class 26 contains 54173 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
Score: -110182200.000000 Penalty: 89117.335938
Splitting cluster 15 changes total score from -110183696.000000 to -110182200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -455171.093750 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -455171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -452129.593750 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -452129.6 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -452690.406250 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -452690.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -452850.250000 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -452850.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -452967.718750 Penalty: 3902.464111
	Iteration 3Q: 3 clusters Score -452967.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -453040.968750 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -453041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -453096.187500 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -453096.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -453151.437500 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -453151.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -453210.125000 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -453210.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -453272.187500 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -453272.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -453323.906250 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -453323.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -453367.281250 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -453367.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -453400.750000 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -453400.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -453426.437500 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -453426.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -453446.187500 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -453446.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -453469.750000 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -453469.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -453492.187500 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -453492.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -453511.687500 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -453511.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -453528.750000 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -453528.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -453540.656250 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -453540.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -453553.781250 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -453553.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -453561.031250 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -453561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -453567.031250 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -453567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -453576.531250 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -453576.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -453587.125000 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -453587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -453596.437500 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -453596.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -453608.625000 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -453608.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -453620.843750 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -453620.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -453632.000000 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -453632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -453642.062500 Penalty: 3902.464111
	Iteration 28Q: 3 clusters Score -453642.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -453649.781250 Penalty: 3902.464111
	Iteration 29Q: 3 clusters Score -453649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -453654.437500 Penalty: 3902.464111
	Iteration 30Q: 3 clusters Score -453654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -453658.156250 Penalty: 3902.464111
	Iteration 31Q: 3 clusters Score -453658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -453658.468750 Penalty: 3902.464111
	Iteration 32Q: 3 clusters Score -453658.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -453661.437500 Penalty: 3902.464111
	Iteration 33Q: 3 clusters Score -453661.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -453662.937500 Penalty: 3902.464111
	Iteration 34Q: 3 clusters Score -453662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -453663.531250 Penalty: 3902.464111
	Iteration 35Q: 3 clusters Score -453663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -453665.750000 Penalty: 3902.464111
	Iteration 36Q: 3 clusters Score -453665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -453666.437500 Penalty: 3902.464111
	Iteration 37Q: 3 clusters Score -453666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -453667.125000 Penalty: 3902.464111
	Iteration 38Q: 3 clusters Score -453667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -453667.156250 Penalty: 3902.464111
	Iteration 39Q: 3 clusters Score -453667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -453667.156250 Penalty: 3902.464111
	Iteration 40F: 3 clusters Score -453667.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -188287.468750 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -188287.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -186303.031250 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -186303 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -186749.968750 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -186750 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -186884.515625 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -186884.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -186941.406250 Penalty: 3462.117676
	Iteration 3Q: 3 clusters Score -186941.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -186974.859375 Penalty: 3462.117676
	Iteration 4Q: 3 clusters Score -186974.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -187003.000000 Penalty: 3462.117676
	Iteration 5Q: 3 clusters Score -187003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -187013.953125 Penalty: 3462.117676
	Iteration 6Q: 3 clusters Score -187014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -187020.859375 Penalty: 3462.117676
	Iteration 7Q: 3 clusters Score -187020.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -187036.703125 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -187036.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -187049.875000 Penalty: 3462.117676
	Iteration 9Q: 3 clusters Score -187049.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -187061.671875 Penalty: 3462.117676
	Iteration 10Q: 3 clusters Score -187061.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -187073.625000 Penalty: 3462.117676
	Iteration 11Q: 3 clusters Score -187073.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -187077.562500 Penalty: 3462.117676
	Iteration 12Q: 3 clusters Score -187077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -187079.031250 Penalty: 3462.117676
	Iteration 13Q: 3 clusters Score -187079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187081.093750 Penalty: 3462.117676
	Iteration 14Q: 3 clusters Score -187081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187081.093750 Penalty: 3462.117676
	Iteration 15F: 3 clusters Score -187081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Entering Unmasked Estep 
Score: -9601558.000000 Penalty: 2693.807861
	Iteration 0F: 2 clusters Score -9601558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -9567625.000000 Penalty: 5387.615723
	Iteration 0F: 3 clusters Score -9567625 nChanged 24198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -9581041.000000 Penalty: 5387.615723
	Iteration 1F: 3 clusters Score -9581041 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -9581500.000000 Penalty: 5387.615723
	Iteration 2Q: 3 clusters Score -9581500 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -9581997.000000 Penalty: 5387.615723
	Iteration 3Q: 3 clusters Score -9581997 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -9582444.000000 Penalty: 5387.615723
	Iteration 4Q: 3 clusters Score -9582444 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -9582899.000000 Penalty: 5387.615723
	Iteration 5Q: 3 clusters Score -9582899 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -9583606.000000 Penalty: 5387.615723
	Iteration 6Q: 3 clusters Score -9583606 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -9584668.000000 Penalty: 5387.615723
	Iteration 7Q: 3 clusters Score -9584668 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -9586148.000000 Penalty: 5387.615723
	Iteration 8Q: 3 clusters Score -9586148 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -9588326.000000 Penalty: 5387.615723
	Iteration 9F: 3 clusters Score -9588326 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -9591129.000000 Penalty: 5387.615723
	Iteration 10F: 3 clusters Score -9591129 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -9593642.000000 Penalty: 5387.615723
	Iteration 11F: 3 clusters Score -9593642 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -9594734.000000 Penalty: 5387.615723
	Iteration 12Q: 3 clusters Score -9594734 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -9595267.000000 Penalty: 5387.615723
	Iteration 13Q: 3 clusters Score -9595267 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -9595581.000000 Penalty: 5387.615723
	Iteration 14Q: 3 clusters Score -9595581 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -9595834.000000 Penalty: 5387.615723
	Iteration 15Q: 3 clusters Score -9595834 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -9596190.000000 Penalty: 5387.615723
	Iteration 16Q: 3 clusters Score -9596190 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -9596493.000000 Penalty: 5387.615723
	Iteration 17Q: 3 clusters Score -9596493 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -9596796.000000 Penalty: 5387.615723
	Iteration 18Q: 3 clusters Score -9596796 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -9597092.000000 Penalty: 5387.615723
	Iteration 19Q: 3 clusters Score -9597092 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -9597403.000000 Penalty: 5387.615723
	Iteration 20F: 3 clusters Score -9597403 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -9597634.000000 Penalty: 5387.615723
	Iteration 21Q: 3 clusters Score -9597634 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -9597835.000000 Penalty: 5387.615723
	Iteration 22Q: 3 clusters Score -9597835 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -9598066.000000 Penalty: 5387.615723
	Iteration 23Q: 3 clusters Score -9598066 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -9598215.000000 Penalty: 5387.615723
	Iteration 24Q: 3 clusters Score -9598215 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -9598293.000000 Penalty: 5387.615723
	Iteration 25Q: 3 clusters Score -9598293 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -9598397.000000 Penalty: 5387.615723
	Iteration 26Q: 3 clusters Score -9598397 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -9598468.000000 Penalty: 5387.615723
	Iteration 27Q: 3 clusters Score -9598468 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -9598559.000000 Penalty: 5387.615723
	Iteration 28Q: 3 clusters Score -9598559 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -9598614.000000 Penalty: 5387.615723
	Iteration 29Q: 3 clusters Score -9598614 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -9598686.000000 Penalty: 5387.615723
	Iteration 30Q: 3 clusters Score -9598686 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -9598740.000000 Penalty: 5387.615723
	Iteration 31Q: 3 clusters Score -9598740 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -9598788.000000 Penalty: 5387.615723
	Iteration 32Q: 3 clusters Score -9598788 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -9598843.000000 Penalty: 5387.615723
	Iteration 33Q: 3 clusters Score -9598843 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -9598878.000000 Penalty: 5387.615723
	Iteration 34Q: 3 clusters Score -9598878 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -9598918.000000 Penalty: 5387.615723
	Iteration 35Q: 3 clusters Score -9598918 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -9598944.000000 Penalty: 5387.615723
	Iteration 36Q: 3 clusters Score -9598944 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -9599000.000000 Penalty: 5387.615723
	Iteration 37Q: 3 clusters Score -9599000 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -9599032.000000 Penalty: 5387.615723
	Iteration 38Q: 3 clusters Score -9599032 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -9599059.000000 Penalty: 5387.615723
	Iteration 39Q: 3 clusters Score -9599059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -9599073.000000 Penalty: 5387.615723
	Iteration 40F: 3 clusters Score -9599073 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -9599098.000000 Penalty: 5387.615723
	Iteration 41Q: 3 clusters Score -9599098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -9599108.000000 Penalty: 5387.615723
	Iteration 42Q: 3 clusters Score -9599108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -9599131.000000 Penalty: 5387.615723
	Iteration 43Q: 3 clusters Score -9599131 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -9599131.000000 Penalty: 5387.615723
	Iteration 44Q: 3 clusters Score -9599131 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -9599165.000000 Penalty: 5387.615723
	Iteration 45Q: 3 clusters Score -9599165 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -9599199.000000 Penalty: 5387.615723
	Iteration 46Q: 3 clusters Score -9599199 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -9599199.000000 Penalty: 5387.615723
	Iteration 47Q: 3 clusters Score -9599199 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -9599239.000000 Penalty: 5387.615723
	Iteration 48Q: 3 clusters Score -9599239 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -9599261.000000 Penalty: 5387.615723
	Iteration 49Q: 3 clusters Score -9599261 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -9599304.000000 Penalty: 5387.615723
	Iteration 50Q: 3 clusters Score -9599304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -9599300.000000 Penalty: 5387.615723
	Iteration 51Q: 3 clusters Score -9599300 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -9599294.000000 Penalty: 5387.615723
	Iteration 52Q: 3 clusters Score -9599294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -9599282.000000 Penalty: 5387.615723
	Iteration 53Q: 3 clusters Score -9599282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -9599288.000000 Penalty: 5387.615723
	Iteration 54Q: 3 clusters Score -9599288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -9599313.000000 Penalty: 5387.615723
	Iteration 55Q: 3 clusters Score -9599313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -9599334.000000 Penalty: 5387.615723
	Iteration 56Q: 3 clusters Score -9599334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -9599343.000000 Penalty: 5387.615723
	Iteration 57Q: 3 clusters Score -9599343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -9599349.000000 Penalty: 5387.615723
	Iteration 58Q: 3 clusters Score -9599349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -9599370.000000 Penalty: 5387.615723
	Iteration 59Q: 3 clusters Score -9599370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -9599370.000000 Penalty: 5387.615723
	Iteration 60F: 3 clusters Score -9599370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -9599396.000000 Penalty: 5387.615723
	Iteration 61Q: 3 clusters Score -9599396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -9599401.000000 Penalty: 5387.615723
	Iteration 62Q: 3 clusters Score -9599401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -9599406.000000 Penalty: 5387.615723
	Iteration 63Q: 3 clusters Score -9599406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -9599400.000000 Penalty: 5387.615723
	Iteration 64Q: 3 clusters Score -9599400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -9599424.000000 Penalty: 5387.615723
	Iteration 65Q: 3 clusters Score -9599424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -9599437.000000 Penalty: 5387.615723
	Iteration 66Q: 3 clusters Score -9599437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -9599437.000000 Penalty: 5387.615723
	Iteration 67Q: 3 clusters Score -9599437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -9599458.000000 Penalty: 5387.615723
	Iteration 68Q: 3 clusters Score -9599458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -9599479.000000 Penalty: 5387.615723
	Iteration 69Q: 3 clusters Score -9599479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -9599503.000000 Penalty: 5387.615723
	Iteration 70Q: 3 clusters Score -9599503 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -9599501.000000 Penalty: 5387.615723
	Iteration 71Q: 3 clusters Score -9599501 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -9599514.000000 Penalty: 5387.615723
	Iteration 72Q: 3 clusters Score -9599514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -9599513.000000 Penalty: 5387.615723
	Iteration 73Q: 3 clusters Score -9599513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -9599522.000000 Penalty: 5387.615723
	Iteration 74Q: 3 clusters Score -9599522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -9599531.000000 Penalty: 5387.615723
	Iteration 75Q: 3 clusters Score -9599531 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -9599542.000000 Penalty: 5387.615723
	Iteration 76Q: 3 clusters Score -9599542 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -9599605.000000 Penalty: 5387.615723
	Iteration 77Q: 3 clusters Score -9599605 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -9599633.000000 Penalty: 5387.615723
	Iteration 78Q: 3 clusters Score -9599633 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -9599650.000000 Penalty: 5387.615723
	Iteration 79Q: 3 clusters Score -9599650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -9599644.000000 Penalty: 5387.615723
	Iteration 80F: 3 clusters Score -9599644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -9599672.000000 Penalty: 5387.615723
	Iteration 81Q: 3 clusters Score -9599672 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -9599704.000000 Penalty: 5387.615723
	Iteration 82Q: 3 clusters Score -9599704 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -9599719.000000 Penalty: 5387.615723
	Iteration 83Q: 3 clusters Score -9599719 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -9599722.000000 Penalty: 5387.615723
	Iteration 84Q: 3 clusters Score -9599722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -9599730.000000 Penalty: 5387.615723
	Iteration 85Q: 3 clusters Score -9599730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -9599760.000000 Penalty: 5387.615723
	Iteration 86Q: 3 clusters Score -9599760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -9599766.000000 Penalty: 5387.615723
	Iteration 87Q: 3 clusters Score -9599766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -9599775.000000 Penalty: 5387.615723
	Iteration 88Q: 3 clusters Score -9599775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -9599762.000000 Penalty: 5387.615723
	Iteration 89Q: 3 clusters Score -9599762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -9599769.000000 Penalty: 5387.615723
	Iteration 90Q: 3 clusters Score -9599769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -9599770.000000 Penalty: 5387.615723
	Iteration 91Q: 3 clusters Score -9599770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -9599781.000000 Penalty: 5387.615723
	Iteration 92Q: 3 clusters Score -9599781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -9599780.000000 Penalty: 5387.615723
	Iteration 93Q: 3 clusters Score -9599780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -9599791.000000 Penalty: 5387.615723
	Iteration 94Q: 3 clusters Score -9599791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -9599796.000000 Penalty: 5387.615723
	Iteration 95Q: 3 clusters Score -9599796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -9599789.000000 Penalty: 5387.615723
	Iteration 96Q: 3 clusters Score -9599789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -9599778.000000 Penalty: 5387.615723
	Iteration 97Q: 3 clusters Score -9599778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -9599787.000000 Penalty: 5387.615723
	Iteration 98Q: 3 clusters Score -9599787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -9599799.000000 Penalty: 5387.615723
	Iteration 99Q: 3 clusters Score -9599799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -9599794.000000 Penalty: 5387.615723
	Iteration 100F: 3 clusters Score -9599794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -9599799.000000 Penalty: 5387.615723
	Iteration 101Q: 3 clusters Score -9599799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -9599805.000000 Penalty: 5387.615723
	Iteration 102Q: 3 clusters Score -9599805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -9599821.000000 Penalty: 5387.615723
	Iteration 103Q: 3 clusters Score -9599821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -9599802.000000 Penalty: 5387.615723
	Iteration 104Q: 3 clusters Score -9599802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -9599819.000000 Penalty: 5387.615723
	Iteration 105Q: 3 clusters Score -9599819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -9599825.000000 Penalty: 5387.615723
	Iteration 106Q: 3 clusters Score -9599825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -9599835.000000 Penalty: 5387.615723
	Iteration 107Q: 3 clusters Score -9599835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -9599839.000000 Penalty: 5387.615723
	Iteration 108Q: 3 clusters Score -9599839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -9599833.000000 Penalty: 5387.615723
	Iteration 109Q: 3 clusters Score -9599833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -9599851.000000 Penalty: 5387.615723
	Iteration 110Q: 3 clusters Score -9599851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -9599851.000000 Penalty: 5387.615723
	Iteration 111Q: 3 clusters Score -9599851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -9599860.000000 Penalty: 5387.615723
	Iteration 112Q: 3 clusters Score -9599860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -9599863.000000 Penalty: 5387.615723
	Iteration 113Q: 3 clusters Score -9599863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -9599865.000000 Penalty: 5387.615723
	Iteration 114Q: 3 clusters Score -9599865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -9599872.000000 Penalty: 5387.615723
	Iteration 115Q: 3 clusters Score -9599872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -9599870.000000 Penalty: 5387.615723
	Iteration 116Q: 3 clusters Score -9599870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -9599873.000000 Penalty: 5387.615723
	Iteration 117Q: 3 clusters Score -9599873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -9599871.000000 Penalty: 5387.615723
	Iteration 118Q: 3 clusters Score -9599871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -9599873.000000 Penalty: 5387.615723
	Iteration 119Q: 3 clusters Score -9599873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -9599876.000000 Penalty: 5387.615723
	Iteration 120F: 3 clusters Score -9599876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -9599882.000000 Penalty: 5387.615723
	Iteration 121Q: 3 clusters Score -9599882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -9599882.000000 Penalty: 5387.615723
	Iteration 122F: 3 clusters Score -9599882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Entering Unmasked Estep 
Score: -6089046.000000 Penalty: 2585.720215
	Iteration 0F: 2 clusters Score -6089046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -6065884.500000 Penalty: 5171.440430
	Iteration 0F: 3 clusters Score -6065884 nChanged 15385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -6074470.000000 Penalty: 5171.440430
	Iteration 1F: 3 clusters Score -6074470 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -6075022.000000 Penalty: 5171.440430
	Iteration 2Q: 3 clusters Score -6075022 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -6075616.500000 Penalty: 5171.440430
	Iteration 3Q: 3 clusters Score -6075616 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -6076311.000000 Penalty: 5171.440430
	Iteration 4Q: 3 clusters Score -6076311 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -6077329.500000 Penalty: 5171.440430
	Iteration 5F: 3 clusters Score -6077330 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -6078809.000000 Penalty: 5171.440430
	Iteration 6F: 3 clusters Score -6078809 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -6080958.500000 Penalty: 5171.440430
	Iteration 7F: 3 clusters Score -6080958 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -6083184.500000 Penalty: 5171.440430
	Iteration 8F: 3 clusters Score -6083184 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -6084978.500000 Penalty: 5171.440430
	Iteration 9F: 3 clusters Score -6084978 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -6085966.500000 Penalty: 5171.440430
	Iteration 10Q: 3 clusters Score -6085966 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -6086389.500000 Penalty: 5171.440430
	Iteration 11Q: 3 clusters Score -6086390 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -6086534.000000 Penalty: 5171.440430
	Iteration 12Q: 3 clusters Score -6086534 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -6086599.500000 Penalty: 5171.440430
	Iteration 13Q: 3 clusters Score -6086600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -6086634.000000 Penalty: 5171.440430
	Iteration 14Q: 3 clusters Score -6086634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -6086657.500000 Penalty: 5171.440430
	Iteration 15Q: 3 clusters Score -6086658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -6086660.500000 Penalty: 5171.440430
	Iteration 16Q: 3 clusters Score -6086660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -6086690.500000 Penalty: 5171.440430
	Iteration 17Q: 3 clusters Score -6086690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -6086708.500000 Penalty: 5171.440430
	Iteration 18Q: 3 clusters Score -6086708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -6086713.500000 Penalty: 5171.440430
	Iteration 19Q: 3 clusters Score -6086714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -6086726.000000 Penalty: 5171.440430
	Iteration 20F: 3 clusters Score -6086726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -6086728.000000 Penalty: 5171.440430
	Iteration 21Q: 3 clusters Score -6086728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -6086730.000000 Penalty: 5171.440430
	Iteration 22Q: 3 clusters Score -6086730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -6086732.500000 Penalty: 5171.440430
	Iteration 23Q: 3 clusters Score -6086732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -6086732.500000 Penalty: 5171.440430
	Iteration 24F: 3 clusters Score -6086732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Entering Unmasked Estep 
Score: -4285238.500000 Penalty: 2488.755615
	Iteration 0F: 2 clusters Score -4285238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -4269549.500000 Penalty: 4977.511230
	Iteration 0F: 3 clusters Score -4269550 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -4275140.000000 Penalty: 4977.511230
	Iteration 1F: 3 clusters Score -4275140 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -4275894.500000 Penalty: 4977.511230
	Iteration 2F: 3 clusters Score -4275894 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -4276858.500000 Penalty: 4977.511230
	Iteration 3F: 3 clusters Score -4276858 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -4278353.000000 Penalty: 4977.511230
	Iteration 4F: 3 clusters Score -4278353 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -4280296.000000 Penalty: 4977.511230
	Iteration 5F: 3 clusters Score -4280296 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4281433.000000 Penalty: 4977.511230
	Iteration 6F: 3 clusters Score -4281433 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -4281895.500000 Penalty: 4977.511230
	Iteration 7Q: 3 clusters Score -4281896 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -4282164.000000 Penalty: 4977.511230
	Iteration 8Q: 3 clusters Score -4282164 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -4282330.000000 Penalty: 4977.511230
	Iteration 9Q: 3 clusters Score -4282330 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -4282392.500000 Penalty: 4977.511230
	Iteration 10Q: 3 clusters Score -4282392 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -4282441.000000 Penalty: 4977.511230
	Iteration 11Q: 3 clusters Score -4282441 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -4282475.500000 Penalty: 4977.511230
	Iteration 12Q: 3 clusters Score -4282476 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -4282436.000000 Penalty: 4977.511230
	Iteration 13Q: 3 clusters Score -4282436 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4282416.500000 Penalty: 4977.511230
	Iteration 14Q: 3 clusters Score -4282416 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -4282414.500000 Penalty: 4977.511230
	Iteration 15Q: 3 clusters Score -4282414 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -4282424.500000 Penalty: 4977.511230
	Iteration 16Q: 3 clusters Score -4282424 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -4282510.000000 Penalty: 4977.511230
	Iteration 17Q: 3 clusters Score -4282510 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -4282595.000000 Penalty: 4977.511230
	Iteration 18Q: 3 clusters Score -4282595 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4282592.500000 Penalty: 4977.511230
	Iteration 19Q: 3 clusters Score -4282592 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4282628.000000 Penalty: 4977.511230
	Iteration 20F: 3 clusters Score -4282628 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -4282626.500000 Penalty: 4977.511230
	Iteration 21Q: 3 clusters Score -4282626 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4282651.500000 Penalty: 4977.511230
	Iteration 22Q: 3 clusters Score -4282652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4282660.000000 Penalty: 4977.511230
	Iteration 23Q: 3 clusters Score -4282660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4282656.000000 Penalty: 4977.511230
	Iteration 24Q: 3 clusters Score -4282656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -4282657.500000 Penalty: 4977.511230
	Iteration 25Q: 3 clusters Score -4282658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -4282669.000000 Penalty: 4977.511230
	Iteration 26Q: 3 clusters Score -4282669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4282668.500000 Penalty: 4977.511230
	Iteration 27Q: 3 clusters Score -4282668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -4282675.000000 Penalty: 4977.511230
	Iteration 28Q: 3 clusters Score -4282675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4282671.500000 Penalty: 4977.511230
	Iteration 29Q: 3 clusters Score -4282672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -4282676.500000 Penalty: 4977.511230
	Iteration 30Q: 3 clusters Score -4282676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -4282672.000000 Penalty: 4977.511230
	Iteration 31Q: 3 clusters Score -4282672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4282671.500000 Penalty: 4977.511230
	Iteration 32Q: 3 clusters Score -4282672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4282678.000000 Penalty: 4977.511230
	Iteration 33Q: 3 clusters Score -4282678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4282678.000000 Penalty: 4977.511230
	Iteration 34F: 3 clusters Score -4282678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -107186.421875 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -107186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -105627.367188 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -105627.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -105923.523438 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -105923.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -106012.992188 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -106013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -106070.203125 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -106070.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -106095.468750 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -106095.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -106108.578125 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -106108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106118.039062 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -106118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106119.328125 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -106119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106125.000000 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -106125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106131.632812 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -106131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106134.515625 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -106134.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106137.195312 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -106137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106138.781250 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -106138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106138.781250 Penalty: 3190.738281
	Iteration 13F: 3 clusters Score -106138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Entering Unmasked Estep 
Score: -7566772.000000 Penalty: 2633.859375
	Iteration 0F: 2 clusters Score -7566772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -7539092.000000 Penalty: 5267.718750
	Iteration 0F: 3 clusters Score -7539092 nChanged 18684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -7549276.500000 Penalty: 5267.718750
	Iteration 1F: 3 clusters Score -7549276 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -7549776.000000 Penalty: 5267.718750
	Iteration 2Q: 3 clusters Score -7549776 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -7550447.500000 Penalty: 5267.718750
	Iteration 3Q: 3 clusters Score -7550448 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -7551311.500000 Penalty: 5267.718750
	Iteration 4Q: 3 clusters Score -7551312 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -7552494.000000 Penalty: 5267.718750
	Iteration 5F: 3 clusters Score -7552494 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -7554009.500000 Penalty: 5267.718750
	Iteration 6F: 3 clusters Score -7554010 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -7555977.500000 Penalty: 5267.718750
	Iteration 7F: 3 clusters Score -7555978 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -7558508.000000 Penalty: 5267.718750
	Iteration 8F: 3 clusters Score -7558508 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -7561084.000000 Penalty: 5267.718750
	Iteration 9F: 3 clusters Score -7561084 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -7562722.000000 Penalty: 5267.718750
	Iteration 10Q: 3 clusters Score -7562722 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -7563413.000000 Penalty: 5267.718750
	Iteration 11Q: 3 clusters Score -7563413 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -7563753.500000 Penalty: 5267.718750
	Iteration 12Q: 3 clusters Score -7563754 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -7563971.500000 Penalty: 5267.718750
	Iteration 13Q: 3 clusters Score -7563972 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -7564117.000000 Penalty: 5267.718750
	Iteration 14Q: 3 clusters Score -7564117 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -7564204.500000 Penalty: 5267.718750
	Iteration 15Q: 3 clusters Score -7564204 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -7564322.000000 Penalty: 5267.718750
	Iteration 16Q: 3 clusters Score -7564322 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -7564396.000000 Penalty: 5267.718750
	Iteration 17Q: 3 clusters Score -7564396 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -7564445.000000 Penalty: 5267.718750
	Iteration 18Q: 3 clusters Score -7564445 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -7564528.500000 Penalty: 5267.718750
	Iteration 19Q: 3 clusters Score -7564528 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -7564573.500000 Penalty: 5267.718750
	Iteration 20F: 3 clusters Score -7564574 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -7564611.000000 Penalty: 5267.718750
	Iteration 21Q: 3 clusters Score -7564611 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -7564649.500000 Penalty: 5267.718750
	Iteration 22Q: 3 clusters Score -7564650 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -7564719.500000 Penalty: 5267.718750
	Iteration 23Q: 3 clusters Score -7564720 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -7564744.500000 Penalty: 5267.718750
	Iteration 24Q: 3 clusters Score -7564744 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -7564767.000000 Penalty: 5267.718750
	Iteration 25Q: 3 clusters Score -7564767 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -7564813.000000 Penalty: 5267.718750
	Iteration 26Q: 3 clusters Score -7564813 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -7564842.500000 Penalty: 5267.718750
	Iteration 27Q: 3 clusters Score -7564842 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -7564862.500000 Penalty: 5267.718750
	Iteration 28Q: 3 clusters Score -7564862 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -7564874.500000 Penalty: 5267.718750
	Iteration 29Q: 3 clusters Score -7564874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -7564900.000000 Penalty: 5267.718750
	Iteration 30Q: 3 clusters Score -7564900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -7564917.500000 Penalty: 5267.718750
	Iteration 31Q: 3 clusters Score -7564918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -7564940.000000 Penalty: 5267.718750
	Iteration 32Q: 3 clusters Score -7564940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -7564958.000000 Penalty: 5267.718750
	Iteration 33Q: 3 clusters Score -7564958 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -7564984.000000 Penalty: 5267.718750
	Iteration 34Q: 3 clusters Score -7564984 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -7564983.500000 Penalty: 5267.718750
	Iteration 35Q: 3 clusters Score -7564984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7565009.500000 Penalty: 5267.718750
	Iteration 36Q: 3 clusters Score -7565010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -7565014.500000 Penalty: 5267.718750
	Iteration 37Q: 3 clusters Score -7565014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -7565024.000000 Penalty: 5267.718750
	Iteration 38Q: 3 clusters Score -7565024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7565039.500000 Penalty: 5267.718750
	Iteration 39Q: 3 clusters Score -7565040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -7565021.000000 Penalty: 5267.718750
	Iteration 40F: 3 clusters Score -7565021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -7565036.500000 Penalty: 5267.718750
	Iteration 41Q: 3 clusters Score -7565036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -7565034.500000 Penalty: 5267.718750
	Iteration 42Q: 3 clusters Score -7565034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -7565050.500000 Penalty: 5267.718750
	Iteration 43Q: 3 clusters Score -7565050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -7565051.500000 Penalty: 5267.718750
	Iteration 44Q: 3 clusters Score -7565052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -7565061.000000 Penalty: 5267.718750
	Iteration 45Q: 3 clusters Score -7565061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -7565059.000000 Penalty: 5267.718750
	Iteration 46Q: 3 clusters Score -7565059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -7565055.500000 Penalty: 5267.718750
	Iteration 47Q: 3 clusters Score -7565056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7565060.000000 Penalty: 5267.718750
	Iteration 48Q: 3 clusters Score -7565060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -7565074.000000 Penalty: 5267.718750
	Iteration 49Q: 3 clusters Score -7565074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -7565076.500000 Penalty: 5267.718750
	Iteration 50Q: 3 clusters Score -7565076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7565064.500000 Penalty: 5267.718750
	Iteration 51Q: 3 clusters Score -7565064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7565069.000000 Penalty: 5267.718750
	Iteration 52Q: 3 clusters Score -7565069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -7565067.000000 Penalty: 5267.718750
	Iteration 53Q: 3 clusters Score -7565067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7565068.500000 Penalty: 5267.718750
	Iteration 54Q: 3 clusters Score -7565068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -7565078.000000 Penalty: 5267.718750
	Iteration 55Q: 3 clusters Score -7565078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7565078.000000 Penalty: 5267.718750
	Iteration 56Q: 3 clusters Score -7565078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7565081.000000 Penalty: 5267.718750
	Iteration 57Q: 3 clusters Score -7565081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7565091.000000 Penalty: 5267.718750
	Iteration 58Q: 3 clusters Score -7565091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7565087.000000 Penalty: 5267.718750
	Iteration 59Q: 3 clusters Score -7565087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -7565078.000000 Penalty: 5267.718750
	Iteration 60F: 3 clusters Score -7565078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -7565075.500000 Penalty: 5267.718750
	Iteration 61Q: 3 clusters Score -7565076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -7565086.500000 Penalty: 5267.718750
	Iteration 62Q: 3 clusters Score -7565086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -7565095.000000 Penalty: 5267.718750
	Iteration 63Q: 3 clusters Score -7565095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -7565090.500000 Penalty: 5267.718750
	Iteration 64Q: 3 clusters Score -7565090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -7565095.500000 Penalty: 5267.718750
	Iteration 65Q: 3 clusters Score -7565096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7565099.500000 Penalty: 5267.718750
	Iteration 66Q: 3 clusters Score -7565100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -7565100.500000 Penalty: 5267.718750
	Iteration 67Q: 3 clusters Score -7565100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -7565095.500000 Penalty: 5267.718750
	Iteration 68Q: 3 clusters Score -7565096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7565097.000000 Penalty: 5267.718750
	Iteration 69Q: 3 clusters Score -7565097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7565112.000000 Penalty: 5267.718750
	Iteration 70Q: 3 clusters Score -7565112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7565113.000000 Penalty: 5267.718750
	Iteration 71Q: 3 clusters Score -7565113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7565112.500000 Penalty: 5267.718750
	Iteration 72Q: 3 clusters Score -7565112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7565118.000000 Penalty: 5267.718750
	Iteration 73Q: 3 clusters Score -7565118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -7565116.000000 Penalty: 5267.718750
	Iteration 74Q: 3 clusters Score -7565116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7565112.000000 Penalty: 5267.718750
	Iteration 75Q: 3 clusters Score -7565112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7565114.500000 Penalty: 5267.718750
	Iteration 76Q: 3 clusters Score -7565114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7565117.000000 Penalty: 5267.718750
	Iteration 77Q: 3 clusters Score -7565117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7565116.000000 Penalty: 5267.718750
	Iteration 78Q: 3 clusters Score -7565116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -7565113.500000 Penalty: 5267.718750
	Iteration 79Q: 3 clusters Score -7565114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7565108.000000 Penalty: 5267.718750
	Iteration 80F: 3 clusters Score -7565108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -7565108.000000 Penalty: 5267.718750
	Iteration 81Q: 3 clusters Score -7565108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7565098.500000 Penalty: 5267.718750
	Iteration 82Q: 3 clusters Score -7565098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7565108.500000 Penalty: 5267.718750
	Iteration 83Q: 3 clusters Score -7565108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -7565106.000000 Penalty: 5267.718750
	Iteration 84Q: 3 clusters Score -7565106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7565112.500000 Penalty: 5267.718750
	Iteration 85Q: 3 clusters Score -7565112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7565112.500000 Penalty: 5267.718750
	Iteration 86F: 3 clusters Score -7565112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Entering Unmasked Estep 
Score: -5294034.000000 Penalty: 2544.186523
	Iteration 0F: 2 clusters Score -5294034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5274535.500000 Penalty: 5088.373047
	Iteration 0F: 3 clusters Score -5274536 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -5281683.500000 Penalty: 5088.373047
	Iteration 1F: 3 clusters Score -5281684 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5282802.500000 Penalty: 5088.373047
	Iteration 2F: 3 clusters Score -5282802 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -5284432.500000 Penalty: 5088.373047
	Iteration 3F: 3 clusters Score -5284432 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -5286475.000000 Penalty: 5088.373047
	Iteration 4F: 3 clusters Score -5286475 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -5288806.500000 Penalty: 5088.373047
	Iteration 5F: 3 clusters Score -5288806 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -5291033.500000 Penalty: 5088.373047
	Iteration 6F: 3 clusters Score -5291034 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -5292736.000000 Penalty: 5088.373047
	Iteration 7F: 3 clusters Score -5292736 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -5293471.000000 Penalty: 5088.373047
	Iteration 8Q: 3 clusters Score -5293471 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -5293678.500000 Penalty: 5088.373047
	Iteration 9Q: 3 clusters Score -5293678 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -5293764.500000 Penalty: 5088.373047
	Iteration 10Q: 3 clusters Score -5293764 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5293775.000000 Penalty: 5088.373047
	Iteration 11Q: 3 clusters Score -5293775 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -5293793.500000 Penalty: 5088.373047
	Iteration 12Q: 3 clusters Score -5293794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -5293791.500000 Penalty: 5088.373047
	Iteration 13Q: 3 clusters Score -5293792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -5293800.000000 Penalty: 5088.373047
	Iteration 14Q: 3 clusters Score -5293800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -5293800.500000 Penalty: 5088.373047
	Iteration 15Q: 3 clusters Score -5293800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -5293800.000000 Penalty: 5088.373047
	Iteration 16Q: 3 clusters Score -5293800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -5293800.500000 Penalty: 5088.373047
	Iteration 17Q: 3 clusters Score -5293800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -5293804.500000 Penalty: 5088.373047
	Iteration 18Q: 3 clusters Score -5293804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -5293808.500000 Penalty: 5088.373047
	Iteration 19Q: 3 clusters Score -5293808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -5293814.500000 Penalty: 5088.373047
	Iteration 20F: 3 clusters Score -5293814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -5293813.000000 Penalty: 5088.373047
	Iteration 21Q: 3 clusters Score -5293813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -5293822.000000 Penalty: 5088.373047
	Iteration 22Q: 3 clusters Score -5293822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -5293819.000000 Penalty: 5088.373047
	Iteration 23Q: 3 clusters Score -5293819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -5293822.000000 Penalty: 5088.373047
	Iteration 24Q: 3 clusters Score -5293822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -5293821.000000 Penalty: 5088.373047
	Iteration 25Q: 3 clusters Score -5293821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -5293822.500000 Penalty: 5088.373047
	Iteration 26Q: 3 clusters Score -5293822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -5293820.500000 Penalty: 5088.373047
	Iteration 27Q: 3 clusters Score -5293820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5293825.500000 Penalty: 5088.373047
	Iteration 28Q: 3 clusters Score -5293826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -5293823.000000 Penalty: 5088.373047
	Iteration 29Q: 3 clusters Score -5293823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -5293823.000000 Penalty: 5088.373047
	Iteration 30F: 3 clusters Score -5293823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (47103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Entering Unmasked Estep 
Score: -8800437.000000 Penalty: 2668.502686
	Iteration 0F: 2 clusters Score -8800437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -8769427.000000 Penalty: 5337.005371
	Iteration 0F: 3 clusters Score -8769427 nChanged 21674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -8781444.000000 Penalty: 5337.005371
	Iteration 1F: 3 clusters Score -8781444 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -8782074.000000 Penalty: 5337.005371
	Iteration 2Q: 3 clusters Score -8782074 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -8782668.000000 Penalty: 5337.005371
	Iteration 3Q: 3 clusters Score -8782668 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -8783442.000000 Penalty: 5337.005371
	Iteration 4Q: 3 clusters Score -8783442 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -8784382.000000 Penalty: 5337.005371
	Iteration 5Q: 3 clusters Score -8784382 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -8785600.000000 Penalty: 5337.005371
	Iteration 6Q: 3 clusters Score -8785600 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -8787322.000000 Penalty: 5337.005371
	Iteration 7F: 3 clusters Score -8787322 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -8789294.000000 Penalty: 5337.005371
	Iteration 8F: 3 clusters Score -8789294 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -8791369.000000 Penalty: 5337.005371
	Iteration 9F: 3 clusters Score -8791369 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -8793318.000000 Penalty: 5337.005371
	Iteration 10Q: 3 clusters Score -8793318 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -8794649.000000 Penalty: 5337.005371
	Iteration 11Q: 3 clusters Score -8794649 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -8795480.000000 Penalty: 5337.005371
	Iteration 12Q: 3 clusters Score -8795480 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -8795961.000000 Penalty: 5337.005371
	Iteration 13Q: 3 clusters Score -8795961 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -8796362.000000 Penalty: 5337.005371
	Iteration 14Q: 3 clusters Score -8796362 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -8796691.000000 Penalty: 5337.005371
	Iteration 15Q: 3 clusters Score -8796691 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -8796909.000000 Penalty: 5337.005371
	Iteration 16Q: 3 clusters Score -8796909 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -8797083.000000 Penalty: 5337.005371
	Iteration 17Q: 3 clusters Score -8797083 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -8797205.000000 Penalty: 5337.005371
	Iteration 18Q: 3 clusters Score -8797205 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -8797339.000000 Penalty: 5337.005371
	Iteration 19Q: 3 clusters Score -8797339 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -8797495.000000 Penalty: 5337.005371
	Iteration 20F: 3 clusters Score -8797495 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -8797604.000000 Penalty: 5337.005371
	Iteration 21Q: 3 clusters Score -8797604 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -8797668.000000 Penalty: 5337.005371
	Iteration 22Q: 3 clusters Score -8797668 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -8797726.000000 Penalty: 5337.005371
	Iteration 23Q: 3 clusters Score -8797726 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -8797759.000000 Penalty: 5337.005371
	Iteration 24Q: 3 clusters Score -8797759 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -8797826.000000 Penalty: 5337.005371
	Iteration 25Q: 3 clusters Score -8797826 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -8797835.000000 Penalty: 5337.005371
	Iteration 26Q: 3 clusters Score -8797835 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -8797880.000000 Penalty: 5337.005371
	Iteration 27Q: 3 clusters Score -8797880 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -8797899.000000 Penalty: 5337.005371
	Iteration 28Q: 3 clusters Score -8797899 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -8797932.000000 Penalty: 5337.005371
	Iteration 29Q: 3 clusters Score -8797932 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -8797971.000000 Penalty: 5337.005371
	Iteration 30Q: 3 clusters Score -8797971 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -8798001.000000 Penalty: 5337.005371
	Iteration 31Q: 3 clusters Score -8798001 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -8797997.000000 Penalty: 5337.005371
	Iteration 32Q: 3 clusters Score -8797997 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -8798008.000000 Penalty: 5337.005371
	Iteration 33Q: 3 clusters Score -8798008 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -8798034.000000 Penalty: 5337.005371
	Iteration 34Q: 3 clusters Score -8798034 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -8798056.000000 Penalty: 5337.005371
	Iteration 35Q: 3 clusters Score -8798056 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -8798088.000000 Penalty: 5337.005371
	Iteration 36Q: 3 clusters Score -8798088 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -8798094.000000 Penalty: 5337.005371
	Iteration 37Q: 3 clusters Score -8798094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -8798091.000000 Penalty: 5337.005371
	Iteration 38Q: 3 clusters Score -8798091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -8798140.000000 Penalty: 5337.005371
	Iteration 39Q: 3 clusters Score -8798140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -8798130.000000 Penalty: 5337.005371
	Iteration 40F: 3 clusters Score -8798130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -8798156.000000 Penalty: 5337.005371
	Iteration 41Q: 3 clusters Score -8798156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -8798171.000000 Penalty: 5337.005371
	Iteration 42Q: 3 clusters Score -8798171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -8798176.000000 Penalty: 5337.005371
	Iteration 43Q: 3 clusters Score -8798176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -8798184.000000 Penalty: 5337.005371
	Iteration 44Q: 3 clusters Score -8798184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -8798167.000000 Penalty: 5337.005371
	Iteration 45Q: 3 clusters Score -8798167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -8798152.000000 Penalty: 5337.005371
	Iteration 46Q: 3 clusters Score -8798152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -8798153.000000 Penalty: 5337.005371
	Iteration 47Q: 3 clusters Score -8798153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -8798143.000000 Penalty: 5337.005371
	Iteration 48Q: 3 clusters Score -8798143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -8798139.000000 Penalty: 5337.005371
	Iteration 49Q: 3 clusters Score -8798139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -8798142.000000 Penalty: 5337.005371
	Iteration 50Q: 3 clusters Score -8798142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -8798152.000000 Penalty: 5337.005371
	Iteration 51Q: 3 clusters Score -8798152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -8798161.000000 Penalty: 5337.005371
	Iteration 52Q: 3 clusters Score -8798161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -8798161.000000 Penalty: 5337.005371
	Iteration 53F: 3 clusters Score -8798161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (46156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Entering Unmasked Estep 
Score: -8602007.000000 Penalty: 2663.466064
	Iteration 0F: 2 clusters Score -8602007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -8571098.000000 Penalty: 5326.932129
	Iteration 0F: 3 clusters Score -8571098 nChanged 21288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8582903.000000 Penalty: 5326.932129
	Iteration 1F: 3 clusters Score -8582903 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -8583429.000000 Penalty: 5326.932129
	Iteration 2Q: 3 clusters Score -8583429 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -8583900.000000 Penalty: 5326.932129
	Iteration 3Q: 3 clusters Score -8583900 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -8584355.000000 Penalty: 5326.932129
	Iteration 4Q: 3 clusters Score -8584355 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -8584837.000000 Penalty: 5326.932129
	Iteration 5Q: 3 clusters Score -8584837 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -8585300.000000 Penalty: 5326.932129
	Iteration 6Q: 3 clusters Score -8585300 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -8585836.000000 Penalty: 5326.932129
	Iteration 7Q: 3 clusters Score -8585836 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -8586383.000000 Penalty: 5326.932129
	Iteration 8Q: 3 clusters Score -8586383 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -8586936.000000 Penalty: 5326.932129
	Iteration 9Q: 3 clusters Score -8586936 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -8587627.000000 Penalty: 5326.932129
	Iteration 10Q: 3 clusters Score -8587627 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -8588318.000000 Penalty: 5326.932129
	Iteration 11Q: 3 clusters Score -8588318 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -8589184.000000 Penalty: 5326.932129
	Iteration 12Q: 3 clusters Score -8589184 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -8590127.000000 Penalty: 5326.932129
	Iteration 13Q: 3 clusters Score -8590127 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -8591128.000000 Penalty: 5326.932129
	Iteration 14Q: 3 clusters Score -8591128 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -8592142.000000 Penalty: 5326.932129
	Iteration 15Q: 3 clusters Score -8592142 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -8593016.000000 Penalty: 5326.932129
	Iteration 16Q: 3 clusters Score -8593016 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -8593912.000000 Penalty: 5326.932129
	Iteration 17Q: 3 clusters Score -8593912 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -8594757.000000 Penalty: 5326.932129
	Iteration 18Q: 3 clusters Score -8594757 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -8595560.000000 Penalty: 5326.932129
	Iteration 19Q: 3 clusters Score -8595560 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -8596374.000000 Penalty: 5326.932129
	Iteration 20F: 3 clusters Score -8596374 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -8597138.000000 Penalty: 5326.932129
	Iteration 21Q: 3 clusters Score -8597138 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -8597865.000000 Penalty: 5326.932129
	Iteration 22Q: 3 clusters Score -8597865 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8598386.000000 Penalty: 5326.932129
	Iteration 23Q: 3 clusters Score -8598386 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8598794.000000 Penalty: 5326.932129
	Iteration 24Q: 3 clusters Score -8598794 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8599019.000000 Penalty: 5326.932129
	Iteration 25Q: 3 clusters Score -8599019 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8599202.000000 Penalty: 5326.932129
	Iteration 26Q: 3 clusters Score -8599202 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8599323.000000 Penalty: 5326.932129
	Iteration 27Q: 3 clusters Score -8599323 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8599401.000000 Penalty: 5326.932129
	Iteration 28Q: 3 clusters Score -8599401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8599462.000000 Penalty: 5326.932129
	Iteration 29Q: 3 clusters Score -8599462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8599516.000000 Penalty: 5326.932129
	Iteration 30Q: 3 clusters Score -8599516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8599553.000000 Penalty: 5326.932129
	Iteration 31Q: 3 clusters Score -8599553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8599590.000000 Penalty: 5326.932129
	Iteration 32Q: 3 clusters Score -8599590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8599599.000000 Penalty: 5326.932129
	Iteration 33Q: 3 clusters Score -8599599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8599628.000000 Penalty: 5326.932129
	Iteration 34Q: 3 clusters Score -8599628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8599649.000000 Penalty: 5326.932129
	Iteration 35Q: 3 clusters Score -8599649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8599662.000000 Penalty: 5326.932129
	Iteration 36Q: 3 clusters Score -8599662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8599675.000000 Penalty: 5326.932129
	Iteration 37Q: 3 clusters Score -8599675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8599680.000000 Penalty: 5326.932129
	Iteration 38Q: 3 clusters Score -8599680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8599697.000000 Penalty: 5326.932129
	Iteration 39Q: 3 clusters Score -8599697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8599707.000000 Penalty: 5326.932129
	Iteration 40F: 3 clusters Score -8599707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8599722.000000 Penalty: 5326.932129
	Iteration 41Q: 3 clusters Score -8599722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8599722.000000 Penalty: 5326.932129
	Iteration 42Q: 3 clusters Score -8599722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8599722.000000 Penalty: 5326.932129
	Iteration 43Q: 3 clusters Score -8599722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8599724.000000 Penalty: 5326.932129
	Iteration 44Q: 3 clusters Score -8599724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8599719.000000 Penalty: 5326.932129
	Iteration 45Q: 3 clusters Score -8599719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8599719.000000 Penalty: 5326.932129
	Iteration 46Q: 3 clusters Score -8599719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8599719.000000 Penalty: 5326.932129
	Iteration 47F: 3 clusters Score -8599719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (54173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Entering Unmasked Estep 
Score: -10125185.000000 Penalty: 2703.184570
	Iteration 0F: 2 clusters Score -1.012518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -10092508.000000 Penalty: 5406.369141
	Iteration 0F: 3 clusters Score -1.009251e+07 nChanged 25180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -10106508.000000 Penalty: 5406.369141
	Iteration 1F: 3 clusters Score -1.010651e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -10107072.000000 Penalty: 5406.369141
	Iteration 2Q: 3 clusters Score -1.010707e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -10107657.000000 Penalty: 5406.369141
	Iteration 3Q: 3 clusters Score -1.010766e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -10108301.000000 Penalty: 5406.369141
	Iteration 4Q: 3 clusters Score -1.01083e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -10109198.000000 Penalty: 5406.369141
	Iteration 5Q: 3 clusters Score -1.01092e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -10110470.000000 Penalty: 5406.369141
	Iteration 6Q: 3 clusters Score -1.011047e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -10112344.000000 Penalty: 5406.369141
	Iteration 7F: 3 clusters Score -1.011234e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -10114771.000000 Penalty: 5406.369141
	Iteration 8F: 3 clusters Score -1.011477e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -10117907.000000 Penalty: 5406.369141
	Iteration 9F: 3 clusters Score -1.011791e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -10120500.000000 Penalty: 5406.369141
	Iteration 10F: 3 clusters Score -1.01205e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -10121758.000000 Penalty: 5406.369141
	Iteration 11Q: 3 clusters Score -1.012176e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -10122414.000000 Penalty: 5406.369141
	Iteration 12Q: 3 clusters Score -1.012241e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -10122661.000000 Penalty: 5406.369141
	Iteration 13Q: 3 clusters Score -1.012266e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -10122767.000000 Penalty: 5406.369141
	Iteration 14Q: 3 clusters Score -1.012277e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -10122825.000000 Penalty: 5406.369141
	Iteration 15Q: 3 clusters Score -1.012282e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -10122869.000000 Penalty: 5406.369141
	Iteration 16Q: 3 clusters Score -1.012287e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -10122912.000000 Penalty: 5406.369141
	Iteration 17Q: 3 clusters Score -1.012291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -10122922.000000 Penalty: 5406.369141
	Iteration 18Q: 3 clusters Score -1.012292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -10122943.000000 Penalty: 5406.369141
	Iteration 19Q: 3 clusters Score -1.012294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -10122949.000000 Penalty: 5406.369141
	Iteration 20F: 3 clusters Score -1.012295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -10122957.000000 Penalty: 5406.369141
	Iteration 21Q: 3 clusters Score -1.012296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -10122960.000000 Penalty: 5406.369141
	Iteration 22Q: 3 clusters Score -1.012296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -10122960.000000 Penalty: 5406.369141
	Iteration 23F: 3 clusters Score -1.012296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 50806 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46751 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8431 members 
Mstep: Class 8 contains 16041 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41391 members 
Mstep: Class 12 contains 12245 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50653 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52163 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 22818 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 40962 members 
Mstep: Class 23 contains 28533 members 
Mstep: Class 24 contains 47103 members 
Mstep: Class 25 contains 46156 members 
Mstep: Class 26 contains 54173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183680.000000 Penalty: 85816.687500
Iteration 199Q: 27 clusters Score -1.101837e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 50887 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46696 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 16079 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41337 members 
Mstep: Class 12 contains 12076 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50626 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52148 members 
Mstep: Class 19 contains 33723 members 
Mstep: Class 20 contains 23165 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 40869 members 
Mstep: Class 23 contains 28535 members 
Mstep: Class 24 contains 47084 members 
Mstep: Class 25 contains 46034 members 
Mstep: Class 26 contains 54155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183512.000000 Penalty: 85816.687500
Iteration 200F: 27 clusters Score -1.101835e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 50941 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46648 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8417 members 
Mstep: Class 8 contains 16104 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41284 members 
Mstep: Class 12 contains 11910 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50580 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52115 members 
Mstep: Class 19 contains 33723 members 
Mstep: Class 20 contains 23471 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 40796 members 
Mstep: Class 23 contains 28522 members 
Mstep: Class 24 contains 47055 members 
Mstep: Class 25 contains 45936 members 
Mstep: Class 26 contains 54177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183432.000000 Penalty: 85816.687500
Iteration 201Q: 27 clusters Score -1.101834e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 50987 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46572 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8418 members 
Mstep: Class 8 contains 16122 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41235 members 
Mstep: Class 12 contains 11742 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50543 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52092 members 
Mstep: Class 19 contains 33722 members 
Mstep: Class 20 contains 23863 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 40725 members 
Mstep: Class 23 contains 28468 members 
Mstep: Class 24 contains 46955 members 
Mstep: Class 25 contains 45869 members 
Mstep: Class 26 contains 54230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183552.000000 Penalty: 85816.687500
Iteration 202Q: 27 clusters Score -1.101836e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 51045 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46520 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8414 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41201 members 
Mstep: Class 12 contains 11574 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50500 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52072 members 
Mstep: Class 19 contains 33715 members 
Mstep: Class 20 contains 24259 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 40648 members 
Mstep: Class 23 contains 28440 members 
Mstep: Class 24 contains 46843 members 
Mstep: Class 25 contains 45753 members 
Mstep: Class 26 contains 54273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183352.000000 Penalty: 85816.687500
Iteration 203Q: 27 clusters Score -1.101834e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 51096 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46425 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8392 members 
Mstep: Class 8 contains 16169 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41144 members 
Mstep: Class 12 contains 11419 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50441 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52060 members 
Mstep: Class 19 contains 33699 members 
Mstep: Class 20 contains 24719 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 40582 members 
Mstep: Class 23 contains 28406 members 
Mstep: Class 24 contains 46792 members 
Mstep: Class 25 contains 45636 members 
Mstep: Class 26 contains 54271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183216.000000 Penalty: 85816.687500
Iteration 204Q: 27 clusters Score -1.101832e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 51129 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46322 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8371 members 
Mstep: Class 8 contains 16179 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41091 members 
Mstep: Class 12 contains 11257 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50439 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 52046 members 
Mstep: Class 19 contains 33695 members 
Mstep: Class 20 contains 25104 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 40491 members 
Mstep: Class 23 contains 28345 members 
Mstep: Class 24 contains 46759 members 
Mstep: Class 25 contains 45593 members 
Mstep: Class 26 contains 54241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183456.000000 Penalty: 85816.687500
Iteration 205Q: 27 clusters Score -1.101835e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 51145 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46235 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8355 members 
Mstep: Class 8 contains 16204 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41062 members 
Mstep: Class 12 contains 11128 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50400 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 52006 members 
Mstep: Class 19 contains 33692 members 
Mstep: Class 20 contains 25540 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 40407 members 
Mstep: Class 23 contains 28261 members 
Mstep: Class 24 contains 46633 members 
Mstep: Class 25 contains 45562 members 
Mstep: Class 26 contains 54232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183512.000000 Penalty: 85816.687500
Iteration 206Q: 27 clusters Score -1.101835e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 51145 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46162 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8341 members 
Mstep: Class 8 contains 16217 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 41006 members 
Mstep: Class 12 contains 11007 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50351 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51972 members 
Mstep: Class 19 contains 33687 members 
Mstep: Class 20 contains 26042 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 40334 members 
Mstep: Class 23 contains 28193 members 
Mstep: Class 24 contains 46369 members 
Mstep: Class 25 contains 45483 members 
Mstep: Class 26 contains 54347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183544.000000 Penalty: 85816.687500
Iteration 207Q: 27 clusters Score -1.101835e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 51122 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46082 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8322 members 
Mstep: Class 8 contains 16230 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 40922 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50303 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2611 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51933 members 
Mstep: Class 19 contains 33685 members 
Mstep: Class 20 contains 26617 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 40255 members 
Mstep: Class 23 contains 28136 members 
Mstep: Class 24 contains 46046 members 
Mstep: Class 25 contains 45348 members 
Mstep: Class 26 contains 54547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183624.000000 Penalty: 85816.687500
Iteration 208Q: 27 clusters Score -1.101836e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 51131 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46003 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8298 members 
Mstep: Class 8 contains 16229 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 40837 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50222 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2610 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51932 members 
Mstep: Class 19 contains 33672 members 
Mstep: Class 20 contains 27179 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 40175 members 
Mstep: Class 23 contains 28119 members 
Mstep: Class 24 contains 45856 members 
Mstep: Class 25 contains 45100 members 
Mstep: Class 26 contains 54720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183720.000000 Penalty: 85816.687500
Iteration 209Q: 27 clusters Score -1.101837e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 51170 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45896 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8283 members 
Mstep: Class 8 contains 16209 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 40746 members 
Mstep: Class 12 contains 10626 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50145 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51901 members 
Mstep: Class 19 contains 33655 members 
Mstep: Class 20 contains 27850 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 40112 members 
Mstep: Class 23 contains 28131 members 
Mstep: Class 24 contains 45563 members 
Mstep: Class 25 contains 44777 members 
Mstep: Class 26 contains 54989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183632.000000 Penalty: 85816.687500
Iteration 210Q: 27 clusters Score -1.101836e+08 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 51221 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45772 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8267 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 40616 members 
Mstep: Class 12 contains 10520 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 50073 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51857 members 
Mstep: Class 19 contains 33649 members 
Mstep: Class 20 contains 28696 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 40041 members 
Mstep: Class 23 contains 28162 members 
Mstep: Class 24 contains 45298 members 
Mstep: Class 25 contains 44380 members 
Mstep: Class 26 contains 55116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184000.000000 Penalty: 85816.687500
Iteration 211Q: 27 clusters Score -1.10184e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 51301 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45629 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8255 members 
Mstep: Class 8 contains 16121 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 40496 members 
Mstep: Class 12 contains 10414 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49940 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2608 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51823 members 
Mstep: Class 19 contains 33639 members 
Mstep: Class 20 contains 29490 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 39957 members 
Mstep: Class 23 contains 28173 members 
Mstep: Class 24 contains 45054 members 
Mstep: Class 25 contains 44041 members 
Mstep: Class 26 contains 55281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183912.000000 Penalty: 85816.687500
Iteration 212Q: 27 clusters Score -1.101839e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 51363 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45479 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8244 members 
Mstep: Class 8 contains 16078 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 40374 members 
Mstep: Class 12 contains 10304 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49833 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51779 members 
Mstep: Class 19 contains 33628 members 
Mstep: Class 20 contains 30278 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 39890 members 
Mstep: Class 23 contains 28216 members 
Mstep: Class 24 contains 44868 members 
Mstep: Class 25 contains 43742 members 
Mstep: Class 26 contains 55299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184224.000000 Penalty: 85816.687500
Iteration 213Q: 27 clusters Score -1.101842e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 51414 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45348 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8242 members 
Mstep: Class 8 contains 16003 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 40237 members 
Mstep: Class 12 contains 10202 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49742 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51748 members 
Mstep: Class 19 contains 33611 members 
Mstep: Class 20 contains 30984 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 39845 members 
Mstep: Class 23 contains 28284 members 
Mstep: Class 24 contains 44726 members 
Mstep: Class 25 contains 43547 members 
Mstep: Class 26 contains 55199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183992.000000 Penalty: 85816.687500
Iteration 214Q: 27 clusters Score -1.10184e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 51516 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45268 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8244 members 
Mstep: Class 8 contains 15940 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 40129 members 
Mstep: Class 12 contains 10091 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49616 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51728 members 
Mstep: Class 19 contains 33584 members 
Mstep: Class 20 contains 31705 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 39784 members 
Mstep: Class 23 contains 28347 members 
Mstep: Class 24 contains 44532 members 
Mstep: Class 25 contains 43358 members 
Mstep: Class 26 contains 55087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184456.000000 Penalty: 85816.687500
Iteration 215Q: 27 clusters Score -1.101845e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 51599 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45216 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 15879 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 40018 members 
Mstep: Class 12 contains 9990 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49493 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51720 members 
Mstep: Class 19 contains 33564 members 
Mstep: Class 20 contains 32487 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 39724 members 
Mstep: Class 23 contains 28393 members 
Mstep: Class 24 contains 44436 members 
Mstep: Class 25 contains 43177 members 
Mstep: Class 26 contains 54794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184960.000000 Penalty: 85816.687500
Iteration 216Q: 27 clusters Score -1.10185e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 51651 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45206 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 15840 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 39934 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49360 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51717 members 
Mstep: Class 19 contains 33557 members 
Mstep: Class 20 contains 33228 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 39674 members 
Mstep: Class 23 contains 28435 members 
Mstep: Class 24 contains 44470 members 
Mstep: Class 25 contains 43000 members 
Mstep: Class 26 contains 54366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185536.000000 Penalty: 85816.687500
Iteration 217Q: 27 clusters Score -1.101855e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 51702 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45212 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8198 members 
Mstep: Class 8 contains 15810 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 39841 members 
Mstep: Class 12 contains 9784 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49282 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51702 members 
Mstep: Class 19 contains 33543 members 
Mstep: Class 20 contains 33918 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 39613 members 
Mstep: Class 23 contains 28478 members 
Mstep: Class 24 contains 44411 members 
Mstep: Class 25 contains 42868 members 
Mstep: Class 26 contains 54035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185560.000000 Penalty: 85816.687500
Iteration 218Q: 27 clusters Score -1.101856e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 51779 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45215 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8172 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 39737 members 
Mstep: Class 12 contains 9690 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49235 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51722 members 
Mstep: Class 19 contains 33527 members 
Mstep: Class 20 contains 34565 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 39539 members 
Mstep: Class 23 contains 28514 members 
Mstep: Class 24 contains 44376 members 
Mstep: Class 25 contains 42724 members 
Mstep: Class 26 contains 53681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185920.000000 Penalty: 85816.687500
Iteration 219Q: 27 clusters Score -1.101859e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 51891 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45238 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 15771 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 39635 members 
Mstep: Class 12 contains 9592 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49207 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2606 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51723 members 
Mstep: Class 19 contains 33516 members 
Mstep: Class 20 contains 35073 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 39463 members 
Mstep: Class 23 contains 28547 members 
Mstep: Class 24 contains 44185 members 
Mstep: Class 25 contains 42606 members 
Mstep: Class 26 contains 53494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186408.000000 Penalty: 85816.687500
Iteration 220F: 27 clusters Score -1.101864e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 51975 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45288 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 8 contains 15778 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 39524 members 
Mstep: Class 12 contains 9484 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49208 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51728 members 
Mstep: Class 19 contains 33508 members 
Mstep: Class 20 contains 35559 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 39371 members 
Mstep: Class 23 contains 28574 members 
Mstep: Class 24 contains 43916 members 
Mstep: Class 25 contains 42503 members 
Mstep: Class 26 contains 53396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186168.000000 Penalty: 85816.687500
Iteration 221Q: 27 clusters Score -1.101862e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 52090 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45303 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8121 members 
Mstep: Class 8 contains 15770 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 39420 members 
Mstep: Class 12 contains 9412 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49181 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2601 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51741 members 
Mstep: Class 19 contains 33485 members 
Mstep: Class 20 contains 35996 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 39297 members 
Mstep: Class 23 contains 28608 members 
Mstep: Class 24 contains 43586 members 
Mstep: Class 25 contains 42392 members 
Mstep: Class 26 contains 53424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186008.000000 Penalty: 85816.687500
Iteration 222Q: 27 clusters Score -1.10186e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 52150 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45339 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 15770 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 39302 members 
Mstep: Class 12 contains 9342 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49141 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51761 members 
Mstep: Class 19 contains 33471 members 
Mstep: Class 20 contains 36477 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 39213 members 
Mstep: Class 23 contains 28640 members 
Mstep: Class 24 contains 43351 members 
Mstep: Class 25 contains 42224 members 
Mstep: Class 26 contains 53427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185784.000000 Penalty: 85816.687500
Iteration 223Q: 27 clusters Score -1.101858e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 52198 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45360 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 15781 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 39191 members 
Mstep: Class 12 contains 9266 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49123 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51787 members 
Mstep: Class 19 contains 33457 members 
Mstep: Class 20 contains 36970 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 39125 members 
Mstep: Class 23 contains 28687 members 
Mstep: Class 24 contains 43101 members 
Mstep: Class 25 contains 42051 members 
Mstep: Class 26 contains 53446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185784.000000 Penalty: 85816.687500
Iteration 224Q: 27 clusters Score -1.101858e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 52251 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45371 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 15796 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 39068 members 
Mstep: Class 12 contains 9203 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49083 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51821 members 
Mstep: Class 19 contains 33440 members 
Mstep: Class 20 contains 37451 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 39036 members 
Mstep: Class 23 contains 28735 members 
Mstep: Class 24 contains 42870 members 
Mstep: Class 25 contains 41882 members 
Mstep: Class 26 contains 53442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185840.000000 Penalty: 85816.687500
Iteration 225Q: 27 clusters Score -1.101858e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 52329 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45386 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 15781 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38971 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49098 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51850 members 
Mstep: Class 19 contains 33438 members 
Mstep: Class 20 contains 37919 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 38943 members 
Mstep: Class 23 contains 28781 members 
Mstep: Class 24 contains 42487 members 
Mstep: Class 25 contains 41753 members 
Mstep: Class 26 contains 53544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185680.000000 Penalty: 85816.687500
Iteration 226Q: 27 clusters Score -1.101857e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 52394 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45419 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 15792 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38880 members 
Mstep: Class 12 contains 9076 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49057 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51860 members 
Mstep: Class 19 contains 33433 members 
Mstep: Class 20 contains 38360 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 38872 members 
Mstep: Class 23 contains 28814 members 
Mstep: Class 24 contains 42065 members 
Mstep: Class 25 contains 41670 members 
Mstep: Class 26 contains 53688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185752.000000 Penalty: 85816.687500
Iteration 227Q: 27 clusters Score -1.101858e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 52456 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45425 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8065 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38798 members 
Mstep: Class 12 contains 9009 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49038 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2598 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51867 members 
Mstep: Class 19 contains 33430 members 
Mstep: Class 20 contains 38856 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 38806 members 
Mstep: Class 23 contains 28843 members 
Mstep: Class 24 contains 41608 members 
Mstep: Class 25 contains 41603 members 
Mstep: Class 26 contains 53811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185880.000000 Penalty: 85816.687500
Iteration 228Q: 27 clusters Score -1.101859e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 52513 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45428 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38702 members 
Mstep: Class 12 contains 8960 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48975 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51901 members 
Mstep: Class 19 contains 33418 members 
Mstep: Class 20 contains 39417 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 38743 members 
Mstep: Class 23 contains 28886 members 
Mstep: Class 24 contains 41100 members 
Mstep: Class 25 contains 41518 members 
Mstep: Class 26 contains 54014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185752.000000 Penalty: 85816.687500
Iteration 229Q: 27 clusters Score -1.101858e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 52531 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45402 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8080 members 
Mstep: Class 8 contains 15734 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 8908 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48928 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51928 members 
Mstep: Class 19 contains 33409 members 
Mstep: Class 20 contains 40076 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 38689 members 
Mstep: Class 23 contains 28921 members 
Mstep: Class 24 contains 40479 members 
Mstep: Class 25 contains 41452 members 
Mstep: Class 26 contains 54261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185432.000000 Penalty: 85816.687500
Iteration 230Q: 27 clusters Score -1.101854e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 52532 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45397 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8097 members 
Mstep: Class 8 contains 15726 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38541 members 
Mstep: Class 12 contains 8852 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48869 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51957 members 
Mstep: Class 19 contains 33397 members 
Mstep: Class 20 contains 40701 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 38670 members 
Mstep: Class 23 contains 28961 members 
Mstep: Class 24 contains 39922 members 
Mstep: Class 25 contains 41392 members 
Mstep: Class 26 contains 54434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185432.000000 Penalty: 85816.687500
Iteration 231Q: 27 clusters Score -1.101854e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 52530 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45379 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8119 members 
Mstep: Class 8 contains 15723 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38444 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48788 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51985 members 
Mstep: Class 19 contains 33393 members 
Mstep: Class 20 contains 41354 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 38643 members 
Mstep: Class 23 contains 28996 members 
Mstep: Class 24 contains 39285 members 
Mstep: Class 25 contains 41350 members 
Mstep: Class 26 contains 54674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185304.000000 Penalty: 85816.687500
Iteration 232Q: 27 clusters Score -1.101853e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 52527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45351 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8126 members 
Mstep: Class 8 contains 15725 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38373 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48716 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51987 members 
Mstep: Class 19 contains 33387 members 
Mstep: Class 20 contains 41953 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 38625 members 
Mstep: Class 23 contains 29027 members 
Mstep: Class 24 contains 38591 members 
Mstep: Class 25 contains 41395 members 
Mstep: Class 26 contains 54941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184616.000000 Penalty: 85816.687500
Iteration 233Q: 27 clusters Score -1.101846e+08 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 52535 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45334 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8125 members 
Mstep: Class 8 contains 15761 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38315 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48645 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 51971 members 
Mstep: Class 19 contains 33386 members 
Mstep: Class 20 contains 42473 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 38590 members 
Mstep: Class 23 contains 29063 members 
Mstep: Class 24 contains 37862 members 
Mstep: Class 25 contains 41505 members 
Mstep: Class 26 contains 55214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184304.000000 Penalty: 85816.687500
Iteration 234Q: 27 clusters Score -1.101843e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 52543 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45329 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8143 members 
Mstep: Class 8 contains 15766 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38256 members 
Mstep: Class 12 contains 8659 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48590 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 52003 members 
Mstep: Class 19 contains 33376 members 
Mstep: Class 20 contains 42845 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 38545 members 
Mstep: Class 23 contains 29083 members 
Mstep: Class 24 contains 37103 members 
Mstep: Class 25 contains 41756 members 
Mstep: Class 26 contains 55487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184360.000000 Penalty: 85816.687500
Iteration 235Q: 27 clusters Score -1.101844e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 52577 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45344 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8137 members 
Mstep: Class 8 contains 15778 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38190 members 
Mstep: Class 12 contains 8618 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48572 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 52028 members 
Mstep: Class 19 contains 33371 members 
Mstep: Class 20 contains 43181 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 38516 members 
Mstep: Class 23 contains 29105 members 
Mstep: Class 24 contains 36365 members 
Mstep: Class 25 contains 42065 members 
Mstep: Class 26 contains 55649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184072.000000 Penalty: 85816.687500
Iteration 236Q: 27 clusters Score -1.101841e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 52599 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45358 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8139 members 
Mstep: Class 8 contains 15797 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38136 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48538 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52039 members 
Mstep: Class 19 contains 33368 members 
Mstep: Class 20 contains 43447 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 38480 members 
Mstep: Class 23 contains 29113 members 
Mstep: Class 24 contains 35675 members 
Mstep: Class 25 contains 42442 members 
Mstep: Class 26 contains 55808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183824.000000 Penalty: 85816.687500
Iteration 237Q: 27 clusters Score -1.101838e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 52637 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45376 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8137 members 
Mstep: Class 8 contains 15856 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38075 members 
Mstep: Class 12 contains 8525 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48529 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52066 members 
Mstep: Class 19 contains 33355 members 
Mstep: Class 20 contains 43704 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 38457 members 
Mstep: Class 23 contains 29131 members 
Mstep: Class 24 contains 34977 members 
Mstep: Class 25 contains 42775 members 
Mstep: Class 26 contains 55963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183560.000000 Penalty: 85816.687500
Iteration 238Q: 27 clusters Score -1.101836e+08 nChanged 1706
Entering ConstructFrom: 
Score: -110183560.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (46689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Entering Unmasked Estep 
Score: -8705018.000000 Penalty: 2666.313477
	Iteration 0F: 2 clusters Score -8705018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -8674269.000000 Penalty: 5332.626953
	Iteration 0F: 3 clusters Score -8674269 nChanged 21545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -8686422.000000 Penalty: 5332.626953
	Iteration 1F: 3 clusters Score -8686422 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -8686990.000000 Penalty: 5332.626953
	Iteration 2Q: 3 clusters Score -8686990 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -8687529.000000 Penalty: 5332.626953
	Iteration 3Q: 3 clusters Score -8687529 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -8688045.000000 Penalty: 5332.626953
	Iteration 4Q: 3 clusters Score -8688045 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -8688618.000000 Penalty: 5332.626953
	Iteration 5Q: 3 clusters Score -8688618 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -8689406.000000 Penalty: 5332.626953
	Iteration 6Q: 3 clusters Score -8689406 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -8690404.000000 Penalty: 5332.626953
	Iteration 7Q: 3 clusters Score -8690404 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -8691762.000000 Penalty: 5332.626953
	Iteration 8Q: 3 clusters Score -8691762 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -8693604.000000 Penalty: 5332.626953
	Iteration 9F: 3 clusters Score -8693604 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -8695492.000000 Penalty: 5332.626953
	Iteration 10F: 3 clusters Score -8695492 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -8697127.000000 Penalty: 5332.626953
	Iteration 11Q: 3 clusters Score -8697127 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -8698376.000000 Penalty: 5332.626953
	Iteration 12Q: 3 clusters Score -8698376 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -8699333.000000 Penalty: 5332.626953
	Iteration 13Q: 3 clusters Score -8699333 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -8700082.000000 Penalty: 5332.626953
	Iteration 14Q: 3 clusters Score -8700082 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -8700665.000000 Penalty: 5332.626953
	Iteration 15Q: 3 clusters Score -8700665 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8701107.000000 Penalty: 5332.626953
	Iteration 16Q: 3 clusters Score -8701107 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8701445.000000 Penalty: 5332.626953
	Iteration 17Q: 3 clusters Score -8701445 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -8701787.000000 Penalty: 5332.626953
	Iteration 18Q: 3 clusters Score -8701787 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8701985.000000 Penalty: 5332.626953
	Iteration 19Q: 3 clusters Score -8701985 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8702145.000000 Penalty: 5332.626953
	Iteration 20F: 3 clusters Score -8702145 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -8702289.000000 Penalty: 5332.626953
	Iteration 21Q: 3 clusters Score -8702289 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -8702407.000000 Penalty: 5332.626953
	Iteration 22Q: 3 clusters Score -8702407 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -8702481.000000 Penalty: 5332.626953
	Iteration 23Q: 3 clusters Score -8702481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -8702529.000000 Penalty: 5332.626953
	Iteration 24Q: 3 clusters Score -8702529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -8702573.000000 Penalty: 5332.626953
	Iteration 25Q: 3 clusters Score -8702573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -8702591.000000 Penalty: 5332.626953
	Iteration 26Q: 3 clusters Score -8702591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -8702626.000000 Penalty: 5332.626953
	Iteration 27Q: 3 clusters Score -8702626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -8702661.000000 Penalty: 5332.626953
	Iteration 28Q: 3 clusters Score -8702661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -8702680.000000 Penalty: 5332.626953
	Iteration 29Q: 3 clusters Score -8702680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -8702673.000000 Penalty: 5332.626953
	Iteration 30Q: 3 clusters Score -8702673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -8702668.000000 Penalty: 5332.626953
	Iteration 31Q: 3 clusters Score -8702668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8702684.000000 Penalty: 5332.626953
	Iteration 32Q: 3 clusters Score -8702684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -8702685.000000 Penalty: 5332.626953
	Iteration 33Q: 3 clusters Score -8702685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8702698.000000 Penalty: 5332.626953
	Iteration 34Q: 3 clusters Score -8702698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8702698.000000 Penalty: 5332.626953
	Iteration 35Q: 3 clusters Score -8702698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -8702700.000000 Penalty: 5332.626953
	Iteration 36Q: 3 clusters Score -8702700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -8702712.000000 Penalty: 5332.626953
	Iteration 37Q: 3 clusters Score -8702712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8702722.000000 Penalty: 5332.626953
	Iteration 38Q: 3 clusters Score -8702722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -8702726.000000 Penalty: 5332.626953
	Iteration 39Q: 3 clusters Score -8702726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -8702719.000000 Penalty: 5332.626953
	Iteration 40F: 3 clusters Score -8702719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -8702729.000000 Penalty: 5332.626953
	Iteration 41Q: 3 clusters Score -8702729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -8702733.000000 Penalty: 5332.626953
	Iteration 42Q: 3 clusters Score -8702733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -8702735.000000 Penalty: 5332.626953
	Iteration 43Q: 3 clusters Score -8702735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -8702735.000000 Penalty: 5332.626953
	Iteration 44Q: 3 clusters Score -8702735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -8702742.000000 Penalty: 5332.626953
	Iteration 45Q: 3 clusters Score -8702742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -8702740.000000 Penalty: 5332.626953
	Iteration 46Q: 3 clusters Score -8702740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -8702745.000000 Penalty: 5332.626953
	Iteration 47Q: 3 clusters Score -8702745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -8702747.000000 Penalty: 5332.626953
	Iteration 48Q: 3 clusters Score -8702747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -8702746.000000 Penalty: 5332.626953
	Iteration 49Q: 3 clusters Score -8702746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -8702752.000000 Penalty: 5332.626953
	Iteration 50Q: 3 clusters Score -8702752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -8702744.000000 Penalty: 5332.626953
	Iteration 51Q: 3 clusters Score -8702744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -8702744.000000 Penalty: 5332.626953
	Iteration 52F: 3 clusters Score -8702744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Entering Unmasked Estep 
Score: -9849430.000000 Penalty: 2696.131348
	Iteration 0F: 2 clusters Score -9849430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -9817696.000000 Penalty: 5392.262695
	Iteration 0F: 3 clusters Score -9817696 nChanged 24452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -9831268.000000 Penalty: 5392.262695
	Iteration 1F: 3 clusters Score -9831268 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -9831990.000000 Penalty: 5392.262695
	Iteration 2Q: 3 clusters Score -9831990 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -9832819.000000 Penalty: 5392.262695
	Iteration 3Q: 3 clusters Score -9832819 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -9833999.000000 Penalty: 5392.262695
	Iteration 4Q: 3 clusters Score -9833999 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -9835659.000000 Penalty: 5392.262695
	Iteration 5F: 3 clusters Score -9835659 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -9838349.000000 Penalty: 5392.262695
	Iteration 6F: 3 clusters Score -9838349 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -9841856.000000 Penalty: 5392.262695
	Iteration 7F: 3 clusters Score -9841856 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -9844754.000000 Penalty: 5392.262695
	Iteration 8F: 3 clusters Score -9844754 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -9846160.000000 Penalty: 5392.262695
	Iteration 9Q: 3 clusters Score -9846160 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -9846848.000000 Penalty: 5392.262695
	Iteration 10Q: 3 clusters Score -9846848 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -9847241.000000 Penalty: 5392.262695
	Iteration 11Q: 3 clusters Score -9847241 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -9847568.000000 Penalty: 5392.262695
	Iteration 12Q: 3 clusters Score -9847568 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -9847852.000000 Penalty: 5392.262695
	Iteration 13Q: 3 clusters Score -9847852 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -9848005.000000 Penalty: 5392.262695
	Iteration 14Q: 3 clusters Score -9848005 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -9848098.000000 Penalty: 5392.262695
	Iteration 15Q: 3 clusters Score -9848098 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -9848226.000000 Penalty: 5392.262695
	Iteration 16Q: 3 clusters Score -9848226 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -9848253.000000 Penalty: 5392.262695
	Iteration 17Q: 3 clusters Score -9848253 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -9848298.000000 Penalty: 5392.262695
	Iteration 18Q: 3 clusters Score -9848298 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -9848336.000000 Penalty: 5392.262695
	Iteration 19Q: 3 clusters Score -9848336 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -9848333.000000 Penalty: 5392.262695
	Iteration 20F: 3 clusters Score -9848333 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -9848332.000000 Penalty: 5392.262695
	Iteration 21Q: 3 clusters Score -9848332 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -9848344.000000 Penalty: 5392.262695
	Iteration 22Q: 3 clusters Score -9848344 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -9848356.000000 Penalty: 5392.262695
	Iteration 23Q: 3 clusters Score -9848356 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -9848366.000000 Penalty: 5392.262695
	Iteration 24Q: 3 clusters Score -9848366 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -9848353.000000 Penalty: 5392.262695
	Iteration 25Q: 3 clusters Score -9848353 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -9848390.000000 Penalty: 5392.262695
	Iteration 26Q: 3 clusters Score -9848390 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -9848405.000000 Penalty: 5392.262695
	Iteration 27Q: 3 clusters Score -9848405 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -9848389.000000 Penalty: 5392.262695
	Iteration 28Q: 3 clusters Score -9848389 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -9848385.000000 Penalty: 5392.262695
	Iteration 29Q: 3 clusters Score -9848385 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -9848409.000000 Penalty: 5392.262695
	Iteration 30Q: 3 clusters Score -9848409 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -9848374.000000 Penalty: 5392.262695
	Iteration 31Q: 3 clusters Score -9848374 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -9848385.000000 Penalty: 5392.262695
	Iteration 32Q: 3 clusters Score -9848385 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -9848362.000000 Penalty: 5392.262695
	Iteration 33Q: 3 clusters Score -9848362 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -9848385.000000 Penalty: 5392.262695
	Iteration 34Q: 3 clusters Score -9848385 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -9848384.000000 Penalty: 5392.262695
	Iteration 35Q: 3 clusters Score -9848384 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -9848404.000000 Penalty: 5392.262695
	Iteration 36Q: 3 clusters Score -9848404 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -9848396.000000 Penalty: 5392.262695
	Iteration 37Q: 3 clusters Score -9848396 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -9848405.000000 Penalty: 5392.262695
	Iteration 38Q: 3 clusters Score -9848405 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -9848405.000000 Penalty: 5392.262695
	Iteration 39Q: 3 clusters Score -9848405 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -9848392.000000 Penalty: 5392.262695
	Iteration 40F: 3 clusters Score -9848392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -9848396.000000 Penalty: 5392.262695
	Iteration 41Q: 3 clusters Score -9848396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -9848384.000000 Penalty: 5392.262695
	Iteration 42Q: 3 clusters Score -9848384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -9848387.000000 Penalty: 5392.262695
	Iteration 43Q: 3 clusters Score -9848387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -9848399.000000 Penalty: 5392.262695
	Iteration 44Q: 3 clusters Score -9848399 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -9848392.000000 Penalty: 5392.262695
	Iteration 45Q: 3 clusters Score -9848392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -9848396.000000 Penalty: 5392.262695
	Iteration 46Q: 3 clusters Score -9848396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -9848391.000000 Penalty: 5392.262695
	Iteration 47Q: 3 clusters Score -9848391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -9848416.000000 Penalty: 5392.262695
	Iteration 48Q: 3 clusters Score -9848416 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -9848384.000000 Penalty: 5392.262695
	Iteration 49Q: 3 clusters Score -9848384 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -9848372.000000 Penalty: 5392.262695
	Iteration 50Q: 3 clusters Score -9848372 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -9848352.000000 Penalty: 5392.262695
	Iteration 51Q: 3 clusters Score -9848352 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -9848361.000000 Penalty: 5392.262695
	Iteration 52Q: 3 clusters Score -9848361 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -9848379.000000 Penalty: 5392.262695
	Iteration 53Q: 3 clusters Score -9848379 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -9848381.000000 Penalty: 5392.262695
	Iteration 54Q: 3 clusters Score -9848381 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -9848373.000000 Penalty: 5392.262695
	Iteration 55Q: 3 clusters Score -9848373 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -9848359.000000 Penalty: 5392.262695
	Iteration 56Q: 3 clusters Score -9848359 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -9848321.000000 Penalty: 5392.262695
	Iteration 57Q: 3 clusters Score -9848321 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -9848308.000000 Penalty: 5392.262695
	Iteration 58Q: 3 clusters Score -9848308 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -9848313.000000 Penalty: 5392.262695
	Iteration 59Q: 3 clusters Score -9848313 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -9848314.000000 Penalty: 5392.262695
	Iteration 60F: 3 clusters Score -9848314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -9848311.000000 Penalty: 5392.262695
	Iteration 61Q: 3 clusters Score -9848311 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -9848282.000000 Penalty: 5392.262695
	Iteration 62Q: 3 clusters Score -9848282 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -9848291.000000 Penalty: 5392.262695
	Iteration 63Q: 3 clusters Score -9848291 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -9848258.000000 Penalty: 5392.262695
	Iteration 64Q: 3 clusters Score -9848258 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -9848282.000000 Penalty: 5392.262695
	Iteration 65Q: 3 clusters Score -9848282 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -9848272.000000 Penalty: 5392.262695
	Iteration 66Q: 3 clusters Score -9848272 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -9848263.000000 Penalty: 5392.262695
	Iteration 67Q: 3 clusters Score -9848263 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -9848272.000000 Penalty: 5392.262695
	Iteration 68Q: 3 clusters Score -9848272 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -9848283.000000 Penalty: 5392.262695
	Iteration 69Q: 3 clusters Score -9848283 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -9848286.000000 Penalty: 5392.262695
	Iteration 70Q: 3 clusters Score -9848286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -9848307.000000 Penalty: 5392.262695
	Iteration 71Q: 3 clusters Score -9848307 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -9848314.000000 Penalty: 5392.262695
	Iteration 72Q: 3 clusters Score -9848314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -9848306.000000 Penalty: 5392.262695
	Iteration 73Q: 3 clusters Score -9848306 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -9848313.000000 Penalty: 5392.262695
	Iteration 74Q: 3 clusters Score -9848313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -9848304.000000 Penalty: 5392.262695
	Iteration 75Q: 3 clusters Score -9848304 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -9848297.000000 Penalty: 5392.262695
	Iteration 76Q: 3 clusters Score -9848297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -9848300.000000 Penalty: 5392.262695
	Iteration 77Q: 3 clusters Score -9848300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -9848318.000000 Penalty: 5392.262695
	Iteration 78Q: 3 clusters Score -9848318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -9848311.000000 Penalty: 5392.262695
	Iteration 79Q: 3 clusters Score -9848311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -9848324.000000 Penalty: 5392.262695
	Iteration 80F: 3 clusters Score -9848324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -9848334.000000 Penalty: 5392.262695
	Iteration 81Q: 3 clusters Score -9848334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -9848323.000000 Penalty: 5392.262695
	Iteration 82Q: 3 clusters Score -9848323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -9848335.000000 Penalty: 5392.262695
	Iteration 83Q: 3 clusters Score -9848335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -9848333.000000 Penalty: 5392.262695
	Iteration 84Q: 3 clusters Score -9848333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -9848331.000000 Penalty: 5392.262695
	Iteration 85Q: 3 clusters Score -9848331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -9848325.000000 Penalty: 5392.262695
	Iteration 86Q: 3 clusters Score -9848325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -9848325.000000 Penalty: 5392.262695
	Iteration 87Q: 3 clusters Score -9848325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -9848317.000000 Penalty: 5392.262695
	Iteration 88Q: 3 clusters Score -9848317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -9848320.000000 Penalty: 5392.262695
	Iteration 89Q: 3 clusters Score -9848320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -9848307.000000 Penalty: 5392.262695
	Iteration 90Q: 3 clusters Score -9848307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -9848309.000000 Penalty: 5392.262695
	Iteration 91Q: 3 clusters Score -9848309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -9848322.000000 Penalty: 5392.262695
	Iteration 92Q: 3 clusters Score -9848322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -9848321.000000 Penalty: 5392.262695
	Iteration 93Q: 3 clusters Score -9848321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -9848324.000000 Penalty: 5392.262695
	Iteration 94Q: 3 clusters Score -9848324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -9848315.000000 Penalty: 5392.262695
	Iteration 95Q: 3 clusters Score -9848315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -9848315.000000 Penalty: 5392.262695
	Iteration 96F: 3 clusters Score -9848315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -203575.187500 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -203575.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -201495.406250 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -201495.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -201907.640625 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -201907.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -202031.984375 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -202032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -202111.703125 Penalty: 3541.271484
	Iteration 3Q: 3 clusters Score -202111.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -202178.000000 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -202178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -202253.046875 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -202253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -202311.328125 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -202311.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -202361.031250 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -202361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -202403.265625 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -202403.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -202449.671875 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -202449.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -202498.828125 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -202498.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -202551.046875 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -202551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -202583.000000 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -202583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -202616.875000 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -202616.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -202704.906250 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -202704.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -202752.937500 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -202752.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -202777.328125 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -202777.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -202788.109375 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -202788.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -202806.906250 Penalty: 3541.271484
	Iteration 18Q: 3 clusters Score -202806.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -202826.015625 Penalty: 3541.271484
	Iteration 19Q: 3 clusters Score -202826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -202835.171875 Penalty: 3541.271484
	Iteration 20F: 3 clusters Score -202835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -202846.359375 Penalty: 3541.271484
	Iteration 21Q: 3 clusters Score -202846.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -202859.109375 Penalty: 3541.271484
	Iteration 22Q: 3 clusters Score -202859.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -202870.906250 Penalty: 3541.271484
	Iteration 23Q: 3 clusters Score -202870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -202875.687500 Penalty: 3541.271484
	Iteration 24Q: 3 clusters Score -202875.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -202880.781250 Penalty: 3541.271484
	Iteration 25Q: 3 clusters Score -202880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -202887.703125 Penalty: 3541.271484
	Iteration 26Q: 3 clusters Score -202887.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -202893.703125 Penalty: 3541.271484
	Iteration 27Q: 3 clusters Score -202893.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -202901.359375 Penalty: 3541.271484
	Iteration 28Q: 3 clusters Score -202901.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -202909.953125 Penalty: 3541.271484
	Iteration 29Q: 3 clusters Score -202910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -202911.125000 Penalty: 3541.271484
	Iteration 30Q: 3 clusters Score -202911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -202912.656250 Penalty: 3541.271484
	Iteration 31Q: 3 clusters Score -202912.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -202912.656250 Penalty: 3541.271484
	Iteration 32F: 3 clusters Score -202912.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -51528.132812 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -51528.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50254.765625 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -50254.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50370.078125 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -50370.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50429.097656 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -50429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50435.917969 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -50435.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50443.843750 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -50443.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50443.843750 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -50443.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Entering Unmasked Estep 
Score: -8457566.000000 Penalty: 2659.326660
	Iteration 0F: 2 clusters Score -8457566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -8427245.000000 Penalty: 5318.653320
	Iteration 0F: 3 clusters Score -8427245 nChanged 20961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -8438708.000000 Penalty: 5318.653320
	Iteration 1F: 3 clusters Score -8438708 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -8439185.000000 Penalty: 5318.653320
	Iteration 2Q: 3 clusters Score -8439185 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -8439606.000000 Penalty: 5318.653320
	Iteration 3Q: 3 clusters Score -8439606 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -8439968.000000 Penalty: 5318.653320
	Iteration 4Q: 3 clusters Score -8439968 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -8440309.000000 Penalty: 5318.653320
	Iteration 5Q: 3 clusters Score -8440309 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -8440682.000000 Penalty: 5318.653320
	Iteration 6Q: 3 clusters Score -8440682 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -8441125.000000 Penalty: 5318.653320
	Iteration 7Q: 3 clusters Score -8441125 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -8441783.000000 Penalty: 5318.653320
	Iteration 8Q: 3 clusters Score -8441783 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -8442693.000000 Penalty: 5318.653320
	Iteration 9Q: 3 clusters Score -8442693 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -8443792.000000 Penalty: 5318.653320
	Iteration 10Q: 3 clusters Score -8443792 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -8445147.000000 Penalty: 5318.653320
	Iteration 11Q: 3 clusters Score -8445147 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -8446661.000000 Penalty: 5318.653320
	Iteration 12Q: 3 clusters Score -8446661 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -8447908.000000 Penalty: 5318.653320
	Iteration 13Q: 3 clusters Score -8447908 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -8448956.000000 Penalty: 5318.653320
	Iteration 14Q: 3 clusters Score -8448956 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -8449869.000000 Penalty: 5318.653320
	Iteration 15Q: 3 clusters Score -8449869 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -8450523.000000 Penalty: 5318.653320
	Iteration 16Q: 3 clusters Score -8450523 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -8451067.000000 Penalty: 5318.653320
	Iteration 17Q: 3 clusters Score -8451067 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -8451456.000000 Penalty: 5318.653320
	Iteration 18Q: 3 clusters Score -8451456 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -8451758.000000 Penalty: 5318.653320
	Iteration 19Q: 3 clusters Score -8451758 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -8452008.000000 Penalty: 5318.653320
	Iteration 20F: 3 clusters Score -8452008 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -8452223.000000 Penalty: 5318.653320
	Iteration 21Q: 3 clusters Score -8452223 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -8452422.000000 Penalty: 5318.653320
	Iteration 22Q: 3 clusters Score -8452422 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -8452655.000000 Penalty: 5318.653320
	Iteration 23Q: 3 clusters Score -8452655 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -8452897.000000 Penalty: 5318.653320
	Iteration 24Q: 3 clusters Score -8452897 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8453163.000000 Penalty: 5318.653320
	Iteration 25Q: 3 clusters Score -8453163 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -8453385.000000 Penalty: 5318.653320
	Iteration 26Q: 3 clusters Score -8453385 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -8453581.000000 Penalty: 5318.653320
	Iteration 27Q: 3 clusters Score -8453581 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8453812.000000 Penalty: 5318.653320
	Iteration 28Q: 3 clusters Score -8453812 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8453994.000000 Penalty: 5318.653320
	Iteration 29Q: 3 clusters Score -8453994 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8454206.000000 Penalty: 5318.653320
	Iteration 30Q: 3 clusters Score -8454206 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8454361.000000 Penalty: 5318.653320
	Iteration 31Q: 3 clusters Score -8454361 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8454523.000000 Penalty: 5318.653320
	Iteration 32Q: 3 clusters Score -8454523 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8454652.000000 Penalty: 5318.653320
	Iteration 33Q: 3 clusters Score -8454652 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8454750.000000 Penalty: 5318.653320
	Iteration 34Q: 3 clusters Score -8454750 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8454814.000000 Penalty: 5318.653320
	Iteration 35Q: 3 clusters Score -8454814 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8454871.000000 Penalty: 5318.653320
	Iteration 36Q: 3 clusters Score -8454871 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8454947.000000 Penalty: 5318.653320
	Iteration 37Q: 3 clusters Score -8454947 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8454974.000000 Penalty: 5318.653320
	Iteration 38Q: 3 clusters Score -8454974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8455013.000000 Penalty: 5318.653320
	Iteration 39Q: 3 clusters Score -8455013 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8455068.000000 Penalty: 5318.653320
	Iteration 40F: 3 clusters Score -8455068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8455114.000000 Penalty: 5318.653320
	Iteration 41Q: 3 clusters Score -8455114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8455145.000000 Penalty: 5318.653320
	Iteration 42Q: 3 clusters Score -8455145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8455158.000000 Penalty: 5318.653320
	Iteration 43Q: 3 clusters Score -8455158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8455185.000000 Penalty: 5318.653320
	Iteration 44Q: 3 clusters Score -8455185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8455195.000000 Penalty: 5318.653320
	Iteration 45Q: 3 clusters Score -8455195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8455209.000000 Penalty: 5318.653320
	Iteration 46Q: 3 clusters Score -8455209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8455225.000000 Penalty: 5318.653320
	Iteration 47Q: 3 clusters Score -8455225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8455222.000000 Penalty: 5318.653320
	Iteration 48Q: 3 clusters Score -8455222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8455235.000000 Penalty: 5318.653320
	Iteration 49Q: 3 clusters Score -8455235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8455241.000000 Penalty: 5318.653320
	Iteration 50Q: 3 clusters Score -8455241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8455249.000000 Penalty: 5318.653320
	Iteration 51Q: 3 clusters Score -8455249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8455251.000000 Penalty: 5318.653320
	Iteration 52Q: 3 clusters Score -8455251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8455252.000000 Penalty: 5318.653320
	Iteration 53Q: 3 clusters Score -8455252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8455262.000000 Penalty: 5318.653320
	Iteration 54Q: 3 clusters Score -8455262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8455269.000000 Penalty: 5318.653320
	Iteration 55Q: 3 clusters Score -8455269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8455279.000000 Penalty: 5318.653320
	Iteration 56Q: 3 clusters Score -8455279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8455287.000000 Penalty: 5318.653320
	Iteration 57Q: 3 clusters Score -8455287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8455290.000000 Penalty: 5318.653320
	Iteration 58Q: 3 clusters Score -8455290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8455295.000000 Penalty: 5318.653320
	Iteration 59Q: 3 clusters Score -8455295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8455298.000000 Penalty: 5318.653320
	Iteration 60F: 3 clusters Score -8455298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8455295.000000 Penalty: 5318.653320
	Iteration 61Q: 3 clusters Score -8455295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8455300.000000 Penalty: 5318.653320
	Iteration 62Q: 3 clusters Score -8455300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8455308.000000 Penalty: 5318.653320
	Iteration 63Q: 3 clusters Score -8455308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8455303.000000 Penalty: 5318.653320
	Iteration 64Q: 3 clusters Score -8455303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8455306.000000 Penalty: 5318.653320
	Iteration 65Q: 3 clusters Score -8455306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8455309.000000 Penalty: 5318.653320
	Iteration 66Q: 3 clusters Score -8455309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8455307.000000 Penalty: 5318.653320
	Iteration 67Q: 3 clusters Score -8455307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8455307.000000 Penalty: 5318.653320
	Iteration 68F: 3 clusters Score -8455307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26795.060547 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -26795.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25623.343750 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -25623.34 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25820.796875 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -25820.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25907.115234 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -25907.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25959.453125 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -25959.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26004.769531 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -26004.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26047.802734 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -26047.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26080.939453 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -26080.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26090.265625 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -26090.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26138.132812 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -26138.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26140.601562 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -26140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26145.220703 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -26145.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26173.203125 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -26173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26176.214844 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -26176.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26176.214844 Penalty: 2885.287109
	Iteration 13F: 3 clusters Score -26176.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Entering Unmasked Estep 
Score: -1515680.500000 Penalty: 2232.822266
	Iteration 0F: 2 clusters Score -1515680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1509173.500000 Penalty: 4465.644531
	Iteration 0F: 3 clusters Score -1509174 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1510932.500000 Penalty: 4465.644531
	Iteration 1F: 3 clusters Score -1510932 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1511167.500000 Penalty: 4465.644531
	Iteration 2F: 3 clusters Score -1511168 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1511326.500000 Penalty: 4465.644531
	Iteration 3Q: 3 clusters Score -1511326 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1511436.500000 Penalty: 4465.644531
	Iteration 4Q: 3 clusters Score -1511436 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1511520.750000 Penalty: 4465.644531
	Iteration 5Q: 3 clusters Score -1511521 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1511591.125000 Penalty: 4465.644531
	Iteration 6Q: 3 clusters Score -1511591 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1511669.500000 Penalty: 4465.644531
	Iteration 7Q: 3 clusters Score -1511670 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1511739.875000 Penalty: 4465.644531
	Iteration 8Q: 3 clusters Score -1511740 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1511817.750000 Penalty: 4465.644531
	Iteration 9Q: 3 clusters Score -1511818 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1511901.500000 Penalty: 4465.644531
	Iteration 10Q: 3 clusters Score -1511902 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1512002.375000 Penalty: 4465.644531
	Iteration 11Q: 3 clusters Score -1512002 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1512135.125000 Penalty: 4465.644531
	Iteration 12Q: 3 clusters Score -1512135 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1512312.750000 Penalty: 4465.644531
	Iteration 13Q: 3 clusters Score -1512313 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1512486.750000 Penalty: 4465.644531
	Iteration 14Q: 3 clusters Score -1512487 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1512688.875000 Penalty: 4465.644531
	Iteration 15Q: 3 clusters Score -1512689 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1512890.125000 Penalty: 4465.644531
	Iteration 16Q: 3 clusters Score -1512890 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1513047.000000 Penalty: 4465.644531
	Iteration 17Q: 3 clusters Score -1513047 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1513212.375000 Penalty: 4465.644531
	Iteration 18Q: 3 clusters Score -1513212 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1513359.375000 Penalty: 4465.644531
	Iteration 19Q: 3 clusters Score -1513359 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1513483.750000 Penalty: 4465.644531
	Iteration 20F: 3 clusters Score -1513484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1513548.500000 Penalty: 4465.644531
	Iteration 21Q: 3 clusters Score -1513548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1513600.375000 Penalty: 4465.644531
	Iteration 22Q: 3 clusters Score -1513600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1513639.250000 Penalty: 4465.644531
	Iteration 23Q: 3 clusters Score -1513639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1513663.125000 Penalty: 4465.644531
	Iteration 24Q: 3 clusters Score -1513663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1513674.250000 Penalty: 4465.644531
	Iteration 25Q: 3 clusters Score -1513674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1513688.625000 Penalty: 4465.644531
	Iteration 26Q: 3 clusters Score -1513689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1513694.375000 Penalty: 4465.644531
	Iteration 27Q: 3 clusters Score -1513694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1513697.500000 Penalty: 4465.644531
	Iteration 28Q: 3 clusters Score -1513698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1513700.625000 Penalty: 4465.644531
	Iteration 29Q: 3 clusters Score -1513701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1513703.125000 Penalty: 4465.644531
	Iteration 30Q: 3 clusters Score -1513703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1513703.250000 Penalty: 4465.644531
	Iteration 31Q: 3 clusters Score -1513703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1513705.000000 Penalty: 4465.644531
	Iteration 32Q: 3 clusters Score -1513705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1513704.875000 Penalty: 4465.644531
	Iteration 33Q: 3 clusters Score -1513705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1513706.000000 Penalty: 4465.644531
	Iteration 34Q: 3 clusters Score -1513706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1513706.375000 Penalty: 4465.644531
	Iteration 35Q: 3 clusters Score -1513706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1513708.750000 Penalty: 4465.644531
	Iteration 36Q: 3 clusters Score -1513709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1513713.125000 Penalty: 4465.644531
	Iteration 37Q: 3 clusters Score -1513713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1513713.125000 Penalty: 4465.644531
	Iteration 38F: 3 clusters Score -1513713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Entering Unmasked Estep 
Score: -2999284.250000 Penalty: 2399.310791
	Iteration 0F: 2 clusters Score -2999284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2987953.000000 Penalty: 4798.621582
	Iteration 0F: 3 clusters Score -2987953 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2991603.000000 Penalty: 4798.621582
	Iteration 1F: 3 clusters Score -2991603 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2992038.500000 Penalty: 4798.621582
	Iteration 2F: 3 clusters Score -2992038 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2992408.500000 Penalty: 4798.621582
	Iteration 3F: 3 clusters Score -2992408 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2992722.000000 Penalty: 4798.621582
	Iteration 4Q: 3 clusters Score -2992722 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2993065.000000 Penalty: 4798.621582
	Iteration 5Q: 3 clusters Score -2993065 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2993446.750000 Penalty: 4798.621582
	Iteration 6Q: 3 clusters Score -2993447 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2993936.250000 Penalty: 4798.621582
	Iteration 7Q: 3 clusters Score -2993936 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2994565.500000 Penalty: 4798.621582
	Iteration 8F: 3 clusters Score -2994566 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2995264.500000 Penalty: 4798.621582
	Iteration 9F: 3 clusters Score -2995264 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2995904.000000 Penalty: 4798.621582
	Iteration 10Q: 3 clusters Score -2995904 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2996395.250000 Penalty: 4798.621582
	Iteration 11Q: 3 clusters Score -2996395 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2996710.000000 Penalty: 4798.621582
	Iteration 12Q: 3 clusters Score -2996710 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2996898.750000 Penalty: 4798.621582
	Iteration 13Q: 3 clusters Score -2996899 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2996986.750000 Penalty: 4798.621582
	Iteration 14Q: 3 clusters Score -2996987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2997050.750000 Penalty: 4798.621582
	Iteration 15Q: 3 clusters Score -2997051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2997091.250000 Penalty: 4798.621582
	Iteration 16Q: 3 clusters Score -2997091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2997103.250000 Penalty: 4798.621582
	Iteration 17Q: 3 clusters Score -2997103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2997127.250000 Penalty: 4798.621582
	Iteration 18Q: 3 clusters Score -2997127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2997132.000000 Penalty: 4798.621582
	Iteration 19Q: 3 clusters Score -2997132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2997140.750000 Penalty: 4798.621582
	Iteration 20F: 3 clusters Score -2997141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2997142.250000 Penalty: 4798.621582
	Iteration 21Q: 3 clusters Score -2997142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2997154.500000 Penalty: 4798.621582
	Iteration 22Q: 3 clusters Score -2997154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2997163.750000 Penalty: 4798.621582
	Iteration 23Q: 3 clusters Score -2997164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2997166.500000 Penalty: 4798.621582
	Iteration 24Q: 3 clusters Score -2997166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2997166.250000 Penalty: 4798.621582
	Iteration 25Q: 3 clusters Score -2997166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2997170.500000 Penalty: 4798.621582
	Iteration 26Q: 3 clusters Score -2997170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2997176.000000 Penalty: 4798.621582
	Iteration 27Q: 3 clusters Score -2997176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2997182.500000 Penalty: 4798.621582
	Iteration 28Q: 3 clusters Score -2997182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2997189.500000 Penalty: 4798.621582
	Iteration 29Q: 3 clusters Score -2997190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2997193.000000 Penalty: 4798.621582
	Iteration 30Q: 3 clusters Score -2997193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2997199.250000 Penalty: 4798.621582
	Iteration 31Q: 3 clusters Score -2997199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2997198.250000 Penalty: 4798.621582
	Iteration 32Q: 3 clusters Score -2997198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2997198.250000 Penalty: 4798.621582
	Iteration 33F: 3 clusters Score -2997198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -56234.574219 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -56234.57 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 198 members 
Entering Unmasked Estep 
Score: -54965.539062 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -54965.54 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55309.882812 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -55309.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55425.894531 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -55425.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55552.304688 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -55552.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55580.441406 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -55580.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55618.609375 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -55618.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55653.613281 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -55653.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55717.132812 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -55717.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55817.859375 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -55817.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55850.460938 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -55850.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55915.296875 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -55915.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55960.074219 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -55960.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55991.585938 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -55991.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56019.781250 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -56019.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -56051.046875 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -56051.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56149.937500 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -56149.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -56224.964844 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -56224.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56305.410156 Penalty: 2971.766357
	Iteration 17Q: 3 clusters Score -56305.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56390.218750 Penalty: 2971.766357
	Iteration 18Q: 3 clusters Score -56390.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56420.980469 Penalty: 2971.766357
	Iteration 19Q: 3 clusters Score -56420.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56495.109375 Penalty: 2971.766357
	Iteration 20F: 3 clusters Score -56495.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56628.921875 Penalty: 2971.766357
	Iteration 21Q: 3 clusters Score -56628.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56743.382812 Penalty: 2971.766357
	Iteration 22Q: 3 clusters Score -56743.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56812.503906 Penalty: 2971.766357
	Iteration 23Q: 3 clusters Score -56812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56838.597656 Penalty: 2971.766357
	Iteration 24Q: 3 clusters Score -56838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56892.863281 Penalty: 2971.766357
	Iteration 25F: 3 clusters Score -56892.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57012.367188 Penalty: 2971.766357
	Iteration 26Q: 3 clusters Score -57012.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57029.281250 Penalty: 2971.766357
	Iteration 27Q: 3 clusters Score -57029.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57033.222656 Penalty: 2971.766357
	Iteration 28Q: 3 clusters Score -57033.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57033.222656 Penalty: 2971.766357
	Iteration 29F: 3 clusters Score -57033.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 52654 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45392 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8130 members 
Mstep: Class 8 contains 15909 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38025 members 
Mstep: Class 12 contains 8469 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48549 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52083 members 
Mstep: Class 19 contains 33342 members 
Mstep: Class 20 contains 43964 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 38434 members 
Mstep: Class 23 contains 29155 members 
Mstep: Class 24 contains 34323 members 
Mstep: Class 25 contains 43130 members 
Mstep: Class 26 contains 56047 members 
Mstep: Class 27 contains 221 members 
Entering Unmasked Estep 
Score: -110182224.000000 Penalty: 89117.335938
Splitting cluster 9 changes total score from -110183560.000000 to -110182224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -57477.996094 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -57478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56051.679688 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -56051.68 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56334.003906 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -56334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56434.554688 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -56434.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56545.867188 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -56545.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56632.578125 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -56632.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56700.851562 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -56700.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56754.785156 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -56754.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56826.257812 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -56826.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56857.695312 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -56857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56876.746094 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -56876.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56885.941406 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -56885.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56885.941406 Penalty: 3101.899170
	Iteration 11F: 3 clusters Score -56885.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Entering Unmasked Estep 
Score: -7080263.000000 Penalty: 2615.407959
	Iteration 0F: 2 clusters Score -7080263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -7054813.000000 Penalty: 5230.815918
	Iteration 0F: 3 clusters Score -7054813 nChanged 17429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -7064225.500000 Penalty: 5230.815918
	Iteration 1F: 3 clusters Score -7064226 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -7064702.500000 Penalty: 5230.815918
	Iteration 2Q: 3 clusters Score -7064702 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -7065079.500000 Penalty: 5230.815918
	Iteration 3Q: 3 clusters Score -7065080 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -7065501.500000 Penalty: 5230.815918
	Iteration 4Q: 3 clusters Score -7065502 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -7065898.500000 Penalty: 5230.815918
	Iteration 5Q: 3 clusters Score -7065898 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -7066396.000000 Penalty: 5230.815918
	Iteration 6Q: 3 clusters Score -7066396 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -7066917.500000 Penalty: 5230.815918
	Iteration 7Q: 3 clusters Score -7066918 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -7067639.000000 Penalty: 5230.815918
	Iteration 8Q: 3 clusters Score -7067639 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -7068508.000000 Penalty: 5230.815918
	Iteration 9Q: 3 clusters Score -7068508 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -7069541.000000 Penalty: 5230.815918
	Iteration 10Q: 3 clusters Score -7069541 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -7070634.000000 Penalty: 5230.815918
	Iteration 11F: 3 clusters Score -7070634 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -7071916.000000 Penalty: 5230.815918
	Iteration 12F: 3 clusters Score -7071916 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -7073093.500000 Penalty: 5230.815918
	Iteration 13Q: 3 clusters Score -7073094 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -7074222.000000 Penalty: 5230.815918
	Iteration 14Q: 3 clusters Score -7074222 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -7074940.000000 Penalty: 5230.815918
	Iteration 15Q: 3 clusters Score -7074940 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -7075411.000000 Penalty: 5230.815918
	Iteration 16Q: 3 clusters Score -7075411 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -7075745.000000 Penalty: 5230.815918
	Iteration 17Q: 3 clusters Score -7075745 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -7076038.500000 Penalty: 5230.815918
	Iteration 18Q: 3 clusters Score -7076038 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -7076324.000000 Penalty: 5230.815918
	Iteration 19Q: 3 clusters Score -7076324 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -7076610.000000 Penalty: 5230.815918
	Iteration 20F: 3 clusters Score -7076610 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -7076907.500000 Penalty: 5230.815918
	Iteration 21Q: 3 clusters Score -7076908 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -7077208.500000 Penalty: 5230.815918
	Iteration 22Q: 3 clusters Score -7077208 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -7077483.000000 Penalty: 5230.815918
	Iteration 23Q: 3 clusters Score -7077483 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -7077751.500000 Penalty: 5230.815918
	Iteration 24Q: 3 clusters Score -7077752 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -7077953.500000 Penalty: 5230.815918
	Iteration 25Q: 3 clusters Score -7077954 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -7078083.000000 Penalty: 5230.815918
	Iteration 26Q: 3 clusters Score -7078083 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -7078201.000000 Penalty: 5230.815918
	Iteration 27Q: 3 clusters Score -7078201 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -7078249.500000 Penalty: 5230.815918
	Iteration 28Q: 3 clusters Score -7078250 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -7078298.000000 Penalty: 5230.815918
	Iteration 29Q: 3 clusters Score -7078298 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -7078357.500000 Penalty: 5230.815918
	Iteration 30Q: 3 clusters Score -7078358 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -7078362.000000 Penalty: 5230.815918
	Iteration 31Q: 3 clusters Score -7078362 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -7078374.000000 Penalty: 5230.815918
	Iteration 32Q: 3 clusters Score -7078374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -7078417.000000 Penalty: 5230.815918
	Iteration 33Q: 3 clusters Score -7078417 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -7078434.500000 Penalty: 5230.815918
	Iteration 34Q: 3 clusters Score -7078434 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -7078439.500000 Penalty: 5230.815918
	Iteration 35Q: 3 clusters Score -7078440 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -7078454.000000 Penalty: 5230.815918
	Iteration 36Q: 3 clusters Score -7078454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -7078448.500000 Penalty: 5230.815918
	Iteration 37Q: 3 clusters Score -7078448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -7078467.000000 Penalty: 5230.815918
	Iteration 38Q: 3 clusters Score -7078467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -7078459.000000 Penalty: 5230.815918
	Iteration 39Q: 3 clusters Score -7078459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -7078483.000000 Penalty: 5230.815918
	Iteration 40F: 3 clusters Score -7078483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -7078500.500000 Penalty: 5230.815918
	Iteration 41Q: 3 clusters Score -7078500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -7078502.000000 Penalty: 5230.815918
	Iteration 42Q: 3 clusters Score -7078502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -7078502.000000 Penalty: 5230.815918
	Iteration 43Q: 3 clusters Score -7078502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -7078516.000000 Penalty: 5230.815918
	Iteration 44Q: 3 clusters Score -7078516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -7078522.000000 Penalty: 5230.815918
	Iteration 45Q: 3 clusters Score -7078522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7078510.500000 Penalty: 5230.815918
	Iteration 46Q: 3 clusters Score -7078510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -7078503.500000 Penalty: 5230.815918
	Iteration 47Q: 3 clusters Score -7078504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -7078513.000000 Penalty: 5230.815918
	Iteration 48Q: 3 clusters Score -7078513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -7078503.000000 Penalty: 5230.815918
	Iteration 49Q: 3 clusters Score -7078503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -7078513.500000 Penalty: 5230.815918
	Iteration 50Q: 3 clusters Score -7078514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -7078506.500000 Penalty: 5230.815918
	Iteration 51Q: 3 clusters Score -7078506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -7078485.000000 Penalty: 5230.815918
	Iteration 52Q: 3 clusters Score -7078485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -7078491.500000 Penalty: 5230.815918
	Iteration 53Q: 3 clusters Score -7078492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -7078488.500000 Penalty: 5230.815918
	Iteration 54Q: 3 clusters Score -7078488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -7078496.500000 Penalty: 5230.815918
	Iteration 55Q: 3 clusters Score -7078496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -7078505.500000 Penalty: 5230.815918
	Iteration 56Q: 3 clusters Score -7078506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -7078505.000000 Penalty: 5230.815918
	Iteration 57Q: 3 clusters Score -7078505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -7078519.000000 Penalty: 5230.815918
	Iteration 58Q: 3 clusters Score -7078519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -7078522.500000 Penalty: 5230.815918
	Iteration 59Q: 3 clusters Score -7078522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -7078528.500000 Penalty: 5230.815918
	Iteration 60F: 3 clusters Score -7078528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -7078526.500000 Penalty: 5230.815918
	Iteration 61Q: 3 clusters Score -7078526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -7078531.000000 Penalty: 5230.815918
	Iteration 62Q: 3 clusters Score -7078531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -7078534.500000 Penalty: 5230.815918
	Iteration 63Q: 3 clusters Score -7078534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -7078538.500000 Penalty: 5230.815918
	Iteration 64Q: 3 clusters Score -7078538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -7078540.500000 Penalty: 5230.815918
	Iteration 65Q: 3 clusters Score -7078540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -7078540.500000 Penalty: 5230.815918
	Iteration 66F: 3 clusters Score -7078540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Entering Unmasked Estep 
Score: -1580083.250000 Penalty: 2242.953613
	Iteration 0F: 2 clusters Score -1580083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1573340.250000 Penalty: 4485.907227
	Iteration 0F: 3 clusters Score -1573340 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1575132.875000 Penalty: 4485.907227
	Iteration 1F: 3 clusters Score -1575133 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1575424.875000 Penalty: 4485.907227
	Iteration 2F: 3 clusters Score -1575425 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1575628.375000 Penalty: 4485.907227
	Iteration 3F: 3 clusters Score -1575628 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1575763.125000 Penalty: 4485.907227
	Iteration 4Q: 3 clusters Score -1575763 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1575873.375000 Penalty: 4485.907227
	Iteration 5Q: 3 clusters Score -1575873 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1575989.000000 Penalty: 4485.907227
	Iteration 6Q: 3 clusters Score -1575989 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1576102.500000 Penalty: 4485.907227
	Iteration 7Q: 3 clusters Score -1576102 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1576204.000000 Penalty: 4485.907227
	Iteration 8Q: 3 clusters Score -1576204 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1576312.625000 Penalty: 4485.907227
	Iteration 9Q: 3 clusters Score -1576313 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1576417.250000 Penalty: 4485.907227
	Iteration 10Q: 3 clusters Score -1576417 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1576532.750000 Penalty: 4485.907227
	Iteration 11Q: 3 clusters Score -1576533 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1576661.250000 Penalty: 4485.907227
	Iteration 12Q: 3 clusters Score -1576661 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1576810.500000 Penalty: 4485.907227
	Iteration 13Q: 3 clusters Score -1576810 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1577001.250000 Penalty: 4485.907227
	Iteration 14Q: 3 clusters Score -1577001 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1577176.750000 Penalty: 4485.907227
	Iteration 15Q: 3 clusters Score -1577177 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1577359.125000 Penalty: 4485.907227
	Iteration 16Q: 3 clusters Score -1577359 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1577516.750000 Penalty: 4485.907227
	Iteration 17Q: 3 clusters Score -1577517 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1577628.875000 Penalty: 4485.907227
	Iteration 18Q: 3 clusters Score -1577629 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1577705.375000 Penalty: 4485.907227
	Iteration 19Q: 3 clusters Score -1577705 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1577757.750000 Penalty: 4485.907227
	Iteration 20F: 3 clusters Score -1577758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1577807.750000 Penalty: 4485.907227
	Iteration 21Q: 3 clusters Score -1577808 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1577841.625000 Penalty: 4485.907227
	Iteration 22Q: 3 clusters Score -1577842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1577873.500000 Penalty: 4485.907227
	Iteration 23Q: 3 clusters Score -1577874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1577895.000000 Penalty: 4485.907227
	Iteration 24Q: 3 clusters Score -1577895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1577915.250000 Penalty: 4485.907227
	Iteration 25Q: 3 clusters Score -1577915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1577934.625000 Penalty: 4485.907227
	Iteration 26Q: 3 clusters Score -1577935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1577951.750000 Penalty: 4485.907227
	Iteration 27Q: 3 clusters Score -1577952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1577962.375000 Penalty: 4485.907227
	Iteration 28Q: 3 clusters Score -1577962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1577973.250000 Penalty: 4485.907227
	Iteration 29Q: 3 clusters Score -1577973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1577982.375000 Penalty: 4485.907227
	Iteration 30Q: 3 clusters Score -1577982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1577993.750000 Penalty: 4485.907227
	Iteration 31Q: 3 clusters Score -1577994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1577997.500000 Penalty: 4485.907227
	Iteration 32Q: 3 clusters Score -1577998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1578006.250000 Penalty: 4485.907227
	Iteration 33Q: 3 clusters Score -1578006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1578013.000000 Penalty: 4485.907227
	Iteration 34Q: 3 clusters Score -1578013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1578020.125000 Penalty: 4485.907227
	Iteration 35Q: 3 clusters Score -1578020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1578024.000000 Penalty: 4485.907227
	Iteration 36Q: 3 clusters Score -1578024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1578025.250000 Penalty: 4485.907227
	Iteration 37Q: 3 clusters Score -1578025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1578026.875000 Penalty: 4485.907227
	Iteration 38Q: 3 clusters Score -1578027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1578031.250000 Penalty: 4485.907227
	Iteration 39Q: 3 clusters Score -1578031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1578033.750000 Penalty: 4485.907227
	Iteration 40F: 3 clusters Score -1578034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1578031.125000 Penalty: 4485.907227
	Iteration 41Q: 3 clusters Score -1578031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1578034.625000 Penalty: 4485.907227
	Iteration 42Q: 3 clusters Score -1578035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1578034.625000 Penalty: 4485.907227
	Iteration 43Q: 3 clusters Score -1578035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1578035.500000 Penalty: 4485.907227
	Iteration 44Q: 3 clusters Score -1578036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1578035.875000 Penalty: 4485.907227
	Iteration 45Q: 3 clusters Score -1578036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1578035.500000 Penalty: 4485.907227
	Iteration 46Q: 3 clusters Score -1578036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1578038.750000 Penalty: 4485.907227
	Iteration 47Q: 3 clusters Score -1578039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1578041.625000 Penalty: 4485.907227
	Iteration 48Q: 3 clusters Score -1578042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1578042.000000 Penalty: 4485.907227
	Iteration 49Q: 3 clusters Score -1578042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1578041.625000 Penalty: 4485.907227
	Iteration 50Q: 3 clusters Score -1578042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1578039.750000 Penalty: 4485.907227
	Iteration 51Q: 3 clusters Score -1578040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1578040.125000 Penalty: 4485.907227
	Iteration 52Q: 3 clusters Score -1578040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1578040.125000 Penalty: 4485.907227
	Iteration 53F: 3 clusters Score -1578040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -77803.265625 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -77803.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -76329.507812 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -76329.51 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -76557.078125 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -76557.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -76629.117188 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -76629.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -76671.937500 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -76671.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -76700.601562 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -76700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -76711.492188 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -76711.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -76739.640625 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -76739.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -76777.156250 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -76777.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -76793.484375 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -76793.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -76812.007812 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -76812.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -76826.648438 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -76826.65 nChanged 4
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: -76840.562500 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -76840.56 nChanged 6
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: -76881.296875 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -76881.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -76913.859375 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -76913.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -76931.312500 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -76931.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76941.406250 Penalty: 3048.579346
	Iteration 15Q: 3 clusters Score -76941.41 nChanged 1
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: -76944.546875 Penalty: 3048.579346
	Iteration 16Q: 3 clusters Score -76944.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76946.242188 Penalty: 3048.579346
	Iteration 17Q: 3 clusters Score -76946.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76946.242188 Penalty: 3048.579346
	Iteration 18F: 3 clusters Score -76946.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Entering Unmasked Estep 
Score: -9094312.000000 Penalty: 2676.001465
	Iteration 0F: 2 clusters Score -9094312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -9062830.000000 Penalty: 5352.002930
	Iteration 0F: 3 clusters Score -9062830 nChanged 22514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -9075203.000000 Penalty: 5352.002930
	Iteration 1F: 3 clusters Score -9075203 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -9075753.000000 Penalty: 5352.002930
	Iteration 2Q: 3 clusters Score -9075753 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -9076377.000000 Penalty: 5352.002930
	Iteration 3Q: 3 clusters Score -9076377 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -9077191.000000 Penalty: 5352.002930
	Iteration 4Q: 3 clusters Score -9077191 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -9078136.000000 Penalty: 5352.002930
	Iteration 5Q: 3 clusters Score -9078136 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -9079263.000000 Penalty: 5352.002930
	Iteration 6F: 3 clusters Score -9079263 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -9080803.000000 Penalty: 5352.002930
	Iteration 7F: 3 clusters Score -9080803 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -9082567.000000 Penalty: 5352.002930
	Iteration 8F: 3 clusters Score -9082567 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -9084628.000000 Penalty: 5352.002930
	Iteration 9F: 3 clusters Score -9084628 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -9086811.000000 Penalty: 5352.002930
	Iteration 10F: 3 clusters Score -9086811 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -9088700.000000 Penalty: 5352.002930
	Iteration 11Q: 3 clusters Score -9088700 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -9090123.000000 Penalty: 5352.002930
	Iteration 12Q: 3 clusters Score -9090123 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -9091084.000000 Penalty: 5352.002930
	Iteration 13Q: 3 clusters Score -9091084 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -9091502.000000 Penalty: 5352.002930
	Iteration 14Q: 3 clusters Score -9091502 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -9091783.000000 Penalty: 5352.002930
	Iteration 15Q: 3 clusters Score -9091783 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -9091893.000000 Penalty: 5352.002930
	Iteration 16Q: 3 clusters Score -9091893 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -9091962.000000 Penalty: 5352.002930
	Iteration 17Q: 3 clusters Score -9091962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -9092020.000000 Penalty: 5352.002930
	Iteration 18Q: 3 clusters Score -9092020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -9092051.000000 Penalty: 5352.002930
	Iteration 19Q: 3 clusters Score -9092051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -9092069.000000 Penalty: 5352.002930
	Iteration 20F: 3 clusters Score -9092069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -9092073.000000 Penalty: 5352.002930
	Iteration 21Q: 3 clusters Score -9092073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -9092081.000000 Penalty: 5352.002930
	Iteration 22Q: 3 clusters Score -9092081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -9092088.000000 Penalty: 5352.002930
	Iteration 23Q: 3 clusters Score -9092088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -9092094.000000 Penalty: 5352.002930
	Iteration 24Q: 3 clusters Score -9092094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -9092102.000000 Penalty: 5352.002930
	Iteration 25Q: 3 clusters Score -9092102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -9092105.000000 Penalty: 5352.002930
	Iteration 26Q: 3 clusters Score -9092105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -9092105.000000 Penalty: 5352.002930
	Iteration 27Q: 3 clusters Score -9092105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -9092105.000000 Penalty: 5352.002930
	Iteration 28Q: 3 clusters Score -9092105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -9092106.000000 Penalty: 5352.002930
	Iteration 29Q: 3 clusters Score -9092106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -9092104.000000 Penalty: 5352.002930
	Iteration 30Q: 3 clusters Score -9092104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -9092113.000000 Penalty: 5352.002930
	Iteration 31Q: 3 clusters Score -9092113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -9092111.000000 Penalty: 5352.002930
	Iteration 32Q: 3 clusters Score -9092111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -9092118.000000 Penalty: 5352.002930
	Iteration 33Q: 3 clusters Score -9092118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -9092119.000000 Penalty: 5352.002930
	Iteration 34Q: 3 clusters Score -9092119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -9092118.000000 Penalty: 5352.002930
	Iteration 35Q: 3 clusters Score -9092118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -9092124.000000 Penalty: 5352.002930
	Iteration 36Q: 3 clusters Score -9092124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -9092135.000000 Penalty: 5352.002930
	Iteration 37Q: 3 clusters Score -9092135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -9092125.000000 Penalty: 5352.002930
	Iteration 38Q: 3 clusters Score -9092125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -9092126.000000 Penalty: 5352.002930
	Iteration 39Q: 3 clusters Score -9092126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -9092123.000000 Penalty: 5352.002930
	Iteration 40F: 3 clusters Score -9092123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -9092126.000000 Penalty: 5352.002930
	Iteration 41Q: 3 clusters Score -9092126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -9092126.000000 Penalty: 5352.002930
	Iteration 42F: 3 clusters Score -9092126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -98260.304688 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -98260.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96698.351562 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -96698.35 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97098.476562 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -97098.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97250.695312 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -97250.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97314.679688 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -97314.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -97343.578125 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -97343.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97374.867188 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -97374.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97396.265625 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -97396.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97413.648438 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -97413.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97433.304688 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -97433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97450.968750 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -97450.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97461.656250 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -97461.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97477.375000 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -97477.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97487.406250 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -97487.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97495.406250 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -97495.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97498.601562 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -97498.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97501.101562 Penalty: 3266.056396
	Iteration 15Q: 3 clusters Score -97501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97504.984375 Penalty: 3266.056396
	Iteration 16Q: 3 clusters Score -97504.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97511.656250 Penalty: 3266.056396
	Iteration 17Q: 3 clusters Score -97511.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97534.187500 Penalty: 3266.056396
	Iteration 18Q: 3 clusters Score -97534.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97548.546875 Penalty: 3266.056396
	Iteration 19Q: 3 clusters Score -97548.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -97556.570312 Penalty: 3266.056396
	Iteration 20F: 3 clusters Score -97556.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97572.046875 Penalty: 3266.056396
	Iteration 21Q: 3 clusters Score -97572.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97580.171875 Penalty: 3266.056396
	Iteration 22Q: 3 clusters Score -97580.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97592.843750 Penalty: 3266.056396
	Iteration 23Q: 3 clusters Score -97592.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97618.132812 Penalty: 3266.056396
	Iteration 24Q: 3 clusters Score -97618.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97666.007812 Penalty: 3266.056396
	Iteration 25Q: 3 clusters Score -97666.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97715.125000 Penalty: 3266.056396
	Iteration 26Q: 3 clusters Score -97715.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97796.382812 Penalty: 3266.056396
	Iteration 27Q: 3 clusters Score -97796.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97949.046875 Penalty: 3266.056396
	Iteration 28Q: 3 clusters Score -97949.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98086.445312 Penalty: 3266.056396
	Iteration 29Q: 3 clusters Score -98086.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -98171.023438 Penalty: 3266.056396
	Iteration 30Q: 3 clusters Score -98171.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98231.625000 Penalty: 3266.056396
	Iteration 31Q: 3 clusters Score -98231.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -98267.632812 Penalty: 3266.056396
	Iteration 32Q: 3 clusters Score -98267.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98275.039062 Penalty: 3266.056396
	Iteration 33Q: 3 clusters Score -98275.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -98280.093750 Penalty: 3266.056396
	Iteration 34Q: 3 clusters Score -98280.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -98292.757812 Penalty: 3266.056396
	Iteration 35F: 3 clusters Score -98292.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98324.765625 Penalty: 3266.056396
	Iteration 36Q: 3 clusters Score -98324.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -98349.054688 Penalty: 3266.056396
	Iteration 37Q: 3 clusters Score -98349.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -98357.257812 Penalty: 3266.056396
	Iteration 38Q: 3 clusters Score -98357.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98368.507812 Penalty: 3266.056396
	Iteration 39Q: 3 clusters Score -98368.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -98420.125000 Penalty: 3266.056396
	Iteration 40F: 3 clusters Score -98420.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98526.992188 Penalty: 3266.056396
	Iteration 41Q: 3 clusters Score -98526.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98547.726562 Penalty: 3266.056396
	Iteration 42Q: 3 clusters Score -98547.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98550.335938 Penalty: 3266.056396
	Iteration 43Q: 3 clusters Score -98550.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98550.335938 Penalty: 3266.056396
	Iteration 44F: 3 clusters Score -98550.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 52654 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45392 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8130 members 
Mstep: Class 8 contains 15909 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38025 members 
Mstep: Class 12 contains 8469 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48549 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52083 members 
Mstep: Class 19 contains 33342 members 
Mstep: Class 20 contains 43964 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 38434 members 
Mstep: Class 23 contains 29155 members 
Mstep: Class 24 contains 34323 members 
Mstep: Class 25 contains 43130 members 
Mstep: Class 26 contains 56047 members 
Mstep: Class 27 contains 343 members 
Entering Unmasked Estep 
Score: -110181952.000000 Penalty: 89117.335938
Splitting cluster 15 changes total score from -110183560.000000 to -110181952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -452156.343750 Penalty: 1949.612793
	Iteration 0F: 2 clusters Score -452156.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -449154.437500 Penalty: 3899.225586
	Iteration 0F: 3 clusters Score -449154.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -449675.500000 Penalty: 3899.225586
	Iteration 1F: 3 clusters Score -449675.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -449844.281250 Penalty: 3899.225586
	Iteration 2F: 3 clusters Score -449844.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -449956.468750 Penalty: 3899.225586
	Iteration 3F: 3 clusters Score -449956.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -450038.937500 Penalty: 3899.225586
	Iteration 4Q: 3 clusters Score -450038.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -450101.562500 Penalty: 3899.225586
	Iteration 5Q: 3 clusters Score -450101.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -450162.843750 Penalty: 3899.225586
	Iteration 6Q: 3 clusters Score -450162.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -450217.250000 Penalty: 3899.225586
	Iteration 7Q: 3 clusters Score -450217.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -450258.500000 Penalty: 3899.225586
	Iteration 8Q: 3 clusters Score -450258.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -450304.031250 Penalty: 3899.225586
	Iteration 9Q: 3 clusters Score -450304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -450341.906250 Penalty: 3899.225586
	Iteration 10Q: 3 clusters Score -450341.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -450379.281250 Penalty: 3899.225586
	Iteration 11Q: 3 clusters Score -450379.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -450422.562500 Penalty: 3899.225586
	Iteration 12Q: 3 clusters Score -450422.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -450453.656250 Penalty: 3899.225586
	Iteration 13Q: 3 clusters Score -450453.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -450472.812500 Penalty: 3899.225586
	Iteration 14Q: 3 clusters Score -450472.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -450485.937500 Penalty: 3899.225586
	Iteration 15Q: 3 clusters Score -450485.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -450498.750000 Penalty: 3899.225586
	Iteration 16Q: 3 clusters Score -450498.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -450513.218750 Penalty: 3899.225586
	Iteration 17Q: 3 clusters Score -450513.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -450527.156250 Penalty: 3899.225586
	Iteration 18Q: 3 clusters Score -450527.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -450539.875000 Penalty: 3899.225586
	Iteration 19Q: 3 clusters Score -450539.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -450547.531250 Penalty: 3899.225586
	Iteration 20F: 3 clusters Score -450547.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -450552.843750 Penalty: 3899.225586
	Iteration 21Q: 3 clusters Score -450552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -450557.000000 Penalty: 3899.225586
	Iteration 22Q: 3 clusters Score -450557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -450559.968750 Penalty: 3899.225586
	Iteration 23Q: 3 clusters Score -450560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -450563.812500 Penalty: 3899.225586
	Iteration 24Q: 3 clusters Score -450563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -450567.156250 Penalty: 3899.225586
	Iteration 25Q: 3 clusters Score -450567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -450569.812500 Penalty: 3899.225586
	Iteration 26Q: 3 clusters Score -450569.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -450574.343750 Penalty: 3899.225586
	Iteration 27Q: 3 clusters Score -450574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -450576.250000 Penalty: 3899.225586
	Iteration 28Q: 3 clusters Score -450576.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -450581.093750 Penalty: 3899.225586
	Iteration 29Q: 3 clusters Score -450581.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -450586.281250 Penalty: 3899.225586
	Iteration 30Q: 3 clusters Score -450586.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -450590.437500 Penalty: 3899.225586
	Iteration 31Q: 3 clusters Score -450590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -450595.218750 Penalty: 3899.225586
	Iteration 32Q: 3 clusters Score -450595.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -450599.000000 Penalty: 3899.225586
	Iteration 33Q: 3 clusters Score -450599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -450603.031250 Penalty: 3899.225586
	Iteration 34Q: 3 clusters Score -450603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -450609.968750 Penalty: 3899.225586
	Iteration 35Q: 3 clusters Score -450610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -450614.125000 Penalty: 3899.225586
	Iteration 36Q: 3 clusters Score -450614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -450618.750000 Penalty: 3899.225586
	Iteration 37Q: 3 clusters Score -450618.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -450627.406250 Penalty: 3899.225586
	Iteration 38Q: 3 clusters Score -450627.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -450636.218750 Penalty: 3899.225586
	Iteration 39Q: 3 clusters Score -450636.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -450641.687500 Penalty: 3899.225586
	Iteration 40F: 3 clusters Score -450641.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -450646.187500 Penalty: 3899.225586
	Iteration 41Q: 3 clusters Score -450646.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -450652.562500 Penalty: 3899.225586
	Iteration 42Q: 3 clusters Score -450652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -450655.968750 Penalty: 3899.225586
	Iteration 43Q: 3 clusters Score -450656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -450661.718750 Penalty: 3899.225586
	Iteration 44Q: 3 clusters Score -450661.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -450665.125000 Penalty: 3899.225586
	Iteration 45Q: 3 clusters Score -450665.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -450671.156250 Penalty: 3899.225586
	Iteration 46Q: 3 clusters Score -450671.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -450677.406250 Penalty: 3899.225586
	Iteration 47Q: 3 clusters Score -450677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -450683.062500 Penalty: 3899.225586
	Iteration 48Q: 3 clusters Score -450683.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -450687.468750 Penalty: 3899.225586
	Iteration 49Q: 3 clusters Score -450687.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -450691.343750 Penalty: 3899.225586
	Iteration 50Q: 3 clusters Score -450691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -450695.625000 Penalty: 3899.225586
	Iteration 51Q: 3 clusters Score -450695.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -450700.687500 Penalty: 3899.225586
	Iteration 52Q: 3 clusters Score -450700.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -450707.812500 Penalty: 3899.225586
	Iteration 53Q: 3 clusters Score -450707.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -450721.593750 Penalty: 3899.225586
	Iteration 54Q: 3 clusters Score -450721.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -450735.343750 Penalty: 3899.225586
	Iteration 55Q: 3 clusters Score -450735.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -450746.593750 Penalty: 3899.225586
	Iteration 56Q: 3 clusters Score -450746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -450754.343750 Penalty: 3899.225586
	Iteration 57Q: 3 clusters Score -450754.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -450763.781250 Penalty: 3899.225586
	Iteration 58Q: 3 clusters Score -450763.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -450769.625000 Penalty: 3899.225586
	Iteration 59Q: 3 clusters Score -450769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -450773.312500 Penalty: 3899.225586
	Iteration 60F: 3 clusters Score -450773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -450774.031250 Penalty: 3899.225586
	Iteration 61Q: 3 clusters Score -450774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -450774.031250 Penalty: 3899.225586
	Iteration 62F: 3 clusters Score -450774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -188292.093750 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -188292.1 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 523 members 
Entering Unmasked Estep 
Score: -186333.437500 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -186333.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -186683.156250 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -186683.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -186821.390625 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -186821.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -186906.421875 Penalty: 3462.117676
	Iteration 3Q: 3 clusters Score -186906.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -186942.593750 Penalty: 3462.117676
	Iteration 4Q: 3 clusters Score -186942.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -186960.484375 Penalty: 3462.117676
	Iteration 5Q: 3 clusters Score -186960.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -186974.156250 Penalty: 3462.117676
	Iteration 6Q: 3 clusters Score -186974.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -186989.031250 Penalty: 3462.117676
	Iteration 7Q: 3 clusters Score -186989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -186995.234375 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -186995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -186998.000000 Penalty: 3462.117676
	Iteration 9Q: 3 clusters Score -186998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -186998.000000 Penalty: 3462.117676
	Iteration 10F: 3 clusters Score -186998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Entering Unmasked Estep 
Score: -9586501.000000 Penalty: 2693.427246
	Iteration 0F: 2 clusters Score -9586501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -9553047.000000 Penalty: 5386.854492
	Iteration 0F: 3 clusters Score -9553047 nChanged 23909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -9566042.000000 Penalty: 5386.854492
	Iteration 1F: 3 clusters Score -9566042 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -9566441.000000 Penalty: 5386.854492
	Iteration 2Q: 3 clusters Score -9566441 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -9566948.000000 Penalty: 5386.854492
	Iteration 3Q: 3 clusters Score -9566948 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -9567428.000000 Penalty: 5386.854492
	Iteration 4Q: 3 clusters Score -9567428 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -9568010.000000 Penalty: 5386.854492
	Iteration 5Q: 3 clusters Score -9568010 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -9568743.000000 Penalty: 5386.854492
	Iteration 6Q: 3 clusters Score -9568743 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -9569967.000000 Penalty: 5386.854492
	Iteration 7Q: 3 clusters Score -9569967 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -9571843.000000 Penalty: 5386.854492
	Iteration 8F: 3 clusters Score -9571843 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -9574605.000000 Penalty: 5386.854492
	Iteration 9F: 3 clusters Score -9574605 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -9577460.000000 Penalty: 5386.854492
	Iteration 10F: 3 clusters Score -9577460 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -9579104.000000 Penalty: 5386.854492
	Iteration 11F: 3 clusters Score -9579104 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -9579966.000000 Penalty: 5386.854492
	Iteration 12Q: 3 clusters Score -9579966 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -9580553.000000 Penalty: 5386.854492
	Iteration 13Q: 3 clusters Score -9580553 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -9581060.000000 Penalty: 5386.854492
	Iteration 14Q: 3 clusters Score -9581060 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -9581507.000000 Penalty: 5386.854492
	Iteration 15Q: 3 clusters Score -9581507 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -9581907.000000 Penalty: 5386.854492
	Iteration 16Q: 3 clusters Score -9581907 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -9582290.000000 Penalty: 5386.854492
	Iteration 17Q: 3 clusters Score -9582290 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -9582631.000000 Penalty: 5386.854492
	Iteration 18Q: 3 clusters Score -9582631 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -9582880.000000 Penalty: 5386.854492
	Iteration 19Q: 3 clusters Score -9582880 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -9583097.000000 Penalty: 5386.854492
	Iteration 20F: 3 clusters Score -9583097 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -9583256.000000 Penalty: 5386.854492
	Iteration 21Q: 3 clusters Score -9583256 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -9583400.000000 Penalty: 5386.854492
	Iteration 22Q: 3 clusters Score -9583400 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -9583514.000000 Penalty: 5386.854492
	Iteration 23Q: 3 clusters Score -9583514 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -9583627.000000 Penalty: 5386.854492
	Iteration 24Q: 3 clusters Score -9583627 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -9583689.000000 Penalty: 5386.854492
	Iteration 25Q: 3 clusters Score -9583689 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -9583763.000000 Penalty: 5386.854492
	Iteration 26Q: 3 clusters Score -9583763 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -9583827.000000 Penalty: 5386.854492
	Iteration 27Q: 3 clusters Score -9583827 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -9583884.000000 Penalty: 5386.854492
	Iteration 28Q: 3 clusters Score -9583884 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -9583934.000000 Penalty: 5386.854492
	Iteration 29Q: 3 clusters Score -9583934 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -9583986.000000 Penalty: 5386.854492
	Iteration 30Q: 3 clusters Score -9583986 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -9584034.000000 Penalty: 5386.854492
	Iteration 31Q: 3 clusters Score -9584034 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -9584051.000000 Penalty: 5386.854492
	Iteration 32Q: 3 clusters Score -9584051 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -9584069.000000 Penalty: 5386.854492
	Iteration 33Q: 3 clusters Score -9584069 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -9584121.000000 Penalty: 5386.854492
	Iteration 34Q: 3 clusters Score -9584121 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -9584141.000000 Penalty: 5386.854492
	Iteration 35Q: 3 clusters Score -9584141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -9584163.000000 Penalty: 5386.854492
	Iteration 36Q: 3 clusters Score -9584163 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -9584156.000000 Penalty: 5386.854492
	Iteration 37Q: 3 clusters Score -9584156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -9584154.000000 Penalty: 5386.854492
	Iteration 38Q: 3 clusters Score -9584154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -9584176.000000 Penalty: 5386.854492
	Iteration 39Q: 3 clusters Score -9584176 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -9584200.000000 Penalty: 5386.854492
	Iteration 40F: 3 clusters Score -9584200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -9584220.000000 Penalty: 5386.854492
	Iteration 41Q: 3 clusters Score -9584220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -9584228.000000 Penalty: 5386.854492
	Iteration 42Q: 3 clusters Score -9584228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -9584223.000000 Penalty: 5386.854492
	Iteration 43Q: 3 clusters Score -9584223 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -9584238.000000 Penalty: 5386.854492
	Iteration 44Q: 3 clusters Score -9584238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -9584249.000000 Penalty: 5386.854492
	Iteration 45Q: 3 clusters Score -9584249 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -9584261.000000 Penalty: 5386.854492
	Iteration 46Q: 3 clusters Score -9584261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -9584283.000000 Penalty: 5386.854492
	Iteration 47Q: 3 clusters Score -9584283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -9584291.000000 Penalty: 5386.854492
	Iteration 48Q: 3 clusters Score -9584291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -9584295.000000 Penalty: 5386.854492
	Iteration 49Q: 3 clusters Score -9584295 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9584296 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9584303 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9584328 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9584326 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9584320 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9584321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9584306 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9584314 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9584336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9584339 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9584346 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9584353 nChanged 25
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Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9584348 nChanged 26
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Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9584353 nChanged 29
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Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9584354 nChanged 26
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Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9584347 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9584344 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9584371 nChanged 26
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Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9584380 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9584371 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9584381 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9584385 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9584396 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9584407 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9584418 nChanged 15
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Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9584423 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9584424 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9584430 nChanged 17
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Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9584430 nChanged 12
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Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9584429 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9584440 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9584450 nChanged 15
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Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9584465 nChanged 9
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Mstep: Class 1 contains 42421 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9584463 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42429 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9584470 nChanged 12
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Mstep: Class 1 contains 42441 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9584463 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9584463 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9584457 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9584462 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9584461 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9584460 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9584479 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9584487 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42591 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9584496 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9584492 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42641 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9584503 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9584499 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42701 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9584535 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42732 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9584541 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42768 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9584538 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -9584531.000000 Penalty: 5386.854492
	Iteration 100F: 3 clusters Score -9584531 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9584536 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9584523 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9584521 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9584520 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9584533 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9584549 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43054 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9584561 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9584569 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9584563 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9584583 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9584593 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9584608 nChanged 30
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Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9584610 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43324 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9584631 nChanged 27
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Mstep: Class 1 contains 43351 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9584628 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43379 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9584632 nChanged 29
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Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9584633 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9584642 nChanged 21
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9584652 nChanged 22
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9584675 nChanged 23
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9584664 nChanged 19
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Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9584684 nChanged 18
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Mstep: Class 1 contains 43535 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9584680 nChanged 20
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9584683 nChanged 20
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9584695 nChanged 13
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9584700 nChanged 17
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9584700 nChanged 12
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9584712 nChanged 11
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9584706 nChanged 5
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9584711 nChanged 4
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Mstep: Class 1 contains 43637 members 
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	Iteration 131Q: 3 clusters Score -9584700 nChanged 4
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	Iteration 132Q: 3 clusters Score -9584708 nChanged 5
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	Iteration 133Q: 3 clusters Score -9584711 nChanged 4
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9584713 nChanged 7
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	Iteration 135Q: 3 clusters Score -9584712 nChanged 15
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9584710 nChanged 12
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9584717 nChanged 13
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Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9584722 nChanged 6
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9584719 nChanged 7
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9584709 nChanged 7
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9584708 nChanged 6
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9584704 nChanged 6
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9584693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -9584708.000000 Penalty: 5386.854492
	Iteration 144Q: 3 clusters Score -9584708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -9584708.000000 Penalty: 5386.854492
	Iteration 145Q: 3 clusters Score -9584708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -9584703.000000 Penalty: 5386.854492
	Iteration 146Q: 3 clusters Score -9584703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -9584706.000000 Penalty: 5386.854492
	Iteration 147Q: 3 clusters Score -9584706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -9584707.000000 Penalty: 5386.854492
	Iteration 148Q: 3 clusters Score -9584707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -9584703.000000 Penalty: 5386.854492
	Iteration 149Q: 3 clusters Score -9584703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -9584721.000000 Penalty: 5386.854492
	Iteration 150Q: 3 clusters Score -9584721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -9584731.000000 Penalty: 5386.854492
	Iteration 151Q: 3 clusters Score -9584731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -9584740.000000 Penalty: 5386.854492
	Iteration 152Q: 3 clusters Score -9584740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -9584748.000000 Penalty: 5386.854492
	Iteration 153Q: 3 clusters Score -9584748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -9584748.000000 Penalty: 5386.854492
	Iteration 154Q: 3 clusters Score -9584748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -9584743.000000 Penalty: 5386.854492
	Iteration 155Q: 3 clusters Score -9584743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -9584751.000000 Penalty: 5386.854492
	Iteration 156Q: 3 clusters Score -9584751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -9584750.000000 Penalty: 5386.854492
	Iteration 157Q: 3 clusters Score -9584750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -9584742.000000 Penalty: 5386.854492
	Iteration 158Q: 3 clusters Score -9584742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -9584754.000000 Penalty: 5386.854492
	Iteration 159Q: 3 clusters Score -9584754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -9584757.000000 Penalty: 5386.854492
	Iteration 160F: 3 clusters Score -9584757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -9584763.000000 Penalty: 5386.854492
	Iteration 161Q: 3 clusters Score -9584763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -9584768.000000 Penalty: 5386.854492
	Iteration 162Q: 3 clusters Score -9584768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -9584771.000000 Penalty: 5386.854492
	Iteration 163Q: 3 clusters Score -9584771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -9584789.000000 Penalty: 5386.854492
	Iteration 164Q: 3 clusters Score -9584789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -9584793.000000 Penalty: 5386.854492
	Iteration 165Q: 3 clusters Score -9584793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -9584797.000000 Penalty: 5386.854492
	Iteration 166Q: 3 clusters Score -9584797 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -9584803.000000 Penalty: 5386.854492
	Iteration 167Q: 3 clusters Score -9584803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -9584800.000000 Penalty: 5386.854492
	Iteration 168Q: 3 clusters Score -9584800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -9584807.000000 Penalty: 5386.854492
	Iteration 169Q: 3 clusters Score -9584807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -9584810.000000 Penalty: 5386.854492
	Iteration 170Q: 3 clusters Score -9584810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -9584807.000000 Penalty: 5386.854492
	Iteration 171Q: 3 clusters Score -9584807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -9584812.000000 Penalty: 5386.854492
	Iteration 172Q: 3 clusters Score -9584812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -9584807.000000 Penalty: 5386.854492
	Iteration 173Q: 3 clusters Score -9584807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -9584804.000000 Penalty: 5386.854492
	Iteration 174Q: 3 clusters Score -9584804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -9584798.000000 Penalty: 5386.854492
	Iteration 175Q: 3 clusters Score -9584798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -9584806.000000 Penalty: 5386.854492
	Iteration 176Q: 3 clusters Score -9584806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -9584807.000000 Penalty: 5386.854492
	Iteration 177Q: 3 clusters Score -9584807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -9584816.000000 Penalty: 5386.854492
	Iteration 178Q: 3 clusters Score -9584816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -9584805.000000 Penalty: 5386.854492
	Iteration 179Q: 3 clusters Score -9584805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -9584801.000000 Penalty: 5386.854492
	Iteration 180F: 3 clusters Score -9584801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -9584802.000000 Penalty: 5386.854492
	Iteration 181Q: 3 clusters Score -9584802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -9584822.000000 Penalty: 5386.854492
	Iteration 182Q: 3 clusters Score -9584822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -9584819.000000 Penalty: 5386.854492
	Iteration 183Q: 3 clusters Score -9584819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -9584819.000000 Penalty: 5386.854492
	Iteration 184Q: 3 clusters Score -9584819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -9584830.000000 Penalty: 5386.854492
	Iteration 185Q: 3 clusters Score -9584830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -9584834.000000 Penalty: 5386.854492
	Iteration 186Q: 3 clusters Score -9584834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -9584851.000000 Penalty: 5386.854492
	Iteration 187Q: 3 clusters Score -9584851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -9584846.000000 Penalty: 5386.854492
	Iteration 188Q: 3 clusters Score -9584846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -9584841.000000 Penalty: 5386.854492
	Iteration 189Q: 3 clusters Score -9584841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -9584860.000000 Penalty: 5386.854492
	Iteration 190Q: 3 clusters Score -9584860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -9584860.000000 Penalty: 5386.854492
	Iteration 191Q: 3 clusters Score -9584860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -9584842.000000 Penalty: 5386.854492
	Iteration 192Q: 3 clusters Score -9584842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -9584847.000000 Penalty: 5386.854492
	Iteration 193Q: 3 clusters Score -9584847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -9584848.000000 Penalty: 5386.854492
	Iteration 194Q: 3 clusters Score -9584848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -9584853.000000 Penalty: 5386.854492
	Iteration 195Q: 3 clusters Score -9584853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -9584861.000000 Penalty: 5386.854492
	Iteration 196Q: 3 clusters Score -9584861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -9584860.000000 Penalty: 5386.854492
	Iteration 197Q: 3 clusters Score -9584860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -9584861.000000 Penalty: 5386.854492
	Iteration 198Q: 3 clusters Score -9584861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -9584870.000000 Penalty: 5386.854492
	Iteration 199Q: 3 clusters Score -9584870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -9584864.000000 Penalty: 5386.854492
	Iteration 200F: 3 clusters Score -9584864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -9584870.000000 Penalty: 5386.854492
	Iteration 201Q: 3 clusters Score -9584870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -9584870.000000 Penalty: 5386.854492
	Iteration 202Q: 3 clusters Score -9584870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -9584872.000000 Penalty: 5386.854492
	Iteration 203Q: 3 clusters Score -9584872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -9584896.000000 Penalty: 5386.854492
	Iteration 204Q: 3 clusters Score -9584896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -9584890.000000 Penalty: 5386.854492
	Iteration 205Q: 3 clusters Score -9584890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -9584889.000000 Penalty: 5386.854492
	Iteration 206Q: 3 clusters Score -9584889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -9584892.000000 Penalty: 5386.854492
	Iteration 207Q: 3 clusters Score -9584892 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -9584893.000000 Penalty: 5386.854492
	Iteration 208Q: 3 clusters Score -9584893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -9584903.000000 Penalty: 5386.854492
	Iteration 209Q: 3 clusters Score -9584903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -9584895.000000 Penalty: 5386.854492
	Iteration 210Q: 3 clusters Score -9584895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -9584887.000000 Penalty: 5386.854492
	Iteration 211Q: 3 clusters Score -9584887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -9584889.000000 Penalty: 5386.854492
	Iteration 212Q: 3 clusters Score -9584889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -9584888.000000 Penalty: 5386.854492
	Iteration 213Q: 3 clusters Score -9584888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -9584885.000000 Penalty: 5386.854492
	Iteration 214Q: 3 clusters Score -9584885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -9584897.000000 Penalty: 5386.854492
	Iteration 215Q: 3 clusters Score -9584897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -9584907.000000 Penalty: 5386.854492
	Iteration 216Q: 3 clusters Score -9584907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9584906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9584907 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9584901 nChanged 0
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Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9584901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33342 members 
Entering Unmasked Estep 
Score: -6017830.500000 Penalty: 2582.813965
	Iteration 0F: 2 clusters Score -6017830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5995101 nChanged 15059
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6003406 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6003916 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6004438 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6005127 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -6005996.000000 Penalty: 5165.627930
	Iteration 5F: 3 clusters Score -6005996 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -6007196.000000 Penalty: 5165.627930
	Iteration 6F: 3 clusters Score -6007196 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -6008884.000000 Penalty: 5165.627930
	Iteration 7F: 3 clusters Score -6008884 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -6010973.000000 Penalty: 5165.627930
	Iteration 8F: 3 clusters Score -6010973 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6012943.500000 Penalty: 5165.627930
	Iteration 9F: 3 clusters Score -6012944 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6014218.000000 Penalty: 5165.627930
	Iteration 10Q: 3 clusters Score -6014218 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6014889.000000 Penalty: 5165.627930
	Iteration 11Q: 3 clusters Score -6014889 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6015224.500000 Penalty: 5165.627930
	Iteration 12Q: 3 clusters Score -6015224 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6015429.000000 Penalty: 5165.627930
	Iteration 13Q: 3 clusters Score -6015429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6015551.500000 Penalty: 5165.627930
	Iteration 14Q: 3 clusters Score -6015552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6015613.000000 Penalty: 5165.627930
	Iteration 15Q: 3 clusters Score -6015613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6015638.000000 Penalty: 5165.627930
	Iteration 16Q: 3 clusters Score -6015638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6015648.000000 Penalty: 5165.627930
	Iteration 17Q: 3 clusters Score -6015648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6015660.500000 Penalty: 5165.627930
	Iteration 18Q: 3 clusters Score -6015660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6015664.000000 Penalty: 5165.627930
	Iteration 19Q: 3 clusters Score -6015664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6015671.000000 Penalty: 5165.627930
	Iteration 20F: 3 clusters Score -6015671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6015684.000000 Penalty: 5165.627930
	Iteration 21Q: 3 clusters Score -6015684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6015678.500000 Penalty: 5165.627930
	Iteration 22Q: 3 clusters Score -6015678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6015681.500000 Penalty: 5165.627930
	Iteration 23Q: 3 clusters Score -6015682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6015688.000000 Penalty: 5165.627930
	Iteration 24Q: 3 clusters Score -6015688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6015688.000000 Penalty: 5165.627930
	Iteration 25F: 3 clusters Score -6015688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Entering Unmasked Estep 
Score: -8223787.000000 Penalty: 2651.399414
	Iteration 0F: 2 clusters Score -8223787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -8194523.000000 Penalty: 5302.798828
	Iteration 0F: 3 clusters Score -8194523 nChanged 20367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8205851.500000 Penalty: 5302.798828
	Iteration 1F: 3 clusters Score -8205852 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -8206531.000000 Penalty: 5302.798828
	Iteration 2Q: 3 clusters Score -8206531 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -8207187.000000 Penalty: 5302.798828
	Iteration 3Q: 3 clusters Score -8207187 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -8207934.500000 Penalty: 5302.798828
	Iteration 4Q: 3 clusters Score -8207934 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -8208913.000000 Penalty: 5302.798828
	Iteration 5Q: 3 clusters Score -8208913 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -8210149.500000 Penalty: 5302.798828
	Iteration 6F: 3 clusters Score -8210150 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -8211726.000000 Penalty: 5302.798828
	Iteration 7F: 3 clusters Score -8211726 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -8213373.000000 Penalty: 5302.798828
	Iteration 8F: 3 clusters Score -8213373 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -8214873.500000 Penalty: 5302.798828
	Iteration 9Q: 3 clusters Score -8214874 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -8215941.000000 Penalty: 5302.798828
	Iteration 10Q: 3 clusters Score -8215941 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -8216548.000000 Penalty: 5302.798828
	Iteration 11Q: 3 clusters Score -8216548 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -8216869.000000 Penalty: 5302.798828
	Iteration 12Q: 3 clusters Score -8216869 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -8217157.000000 Penalty: 5302.798828
	Iteration 13Q: 3 clusters Score -8217157 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -8217469.500000 Penalty: 5302.798828
	Iteration 14Q: 3 clusters Score -8217470 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -8217797.500000 Penalty: 5302.798828
	Iteration 15Q: 3 clusters Score -8217798 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -8218102.500000 Penalty: 5302.798828
	Iteration 16Q: 3 clusters Score -8218102 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -8218465.500000 Penalty: 5302.798828
	Iteration 17Q: 3 clusters Score -8218466 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -8218854.000000 Penalty: 5302.798828
	Iteration 18Q: 3 clusters Score -8218854 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -8219158.000000 Penalty: 5302.798828
	Iteration 19Q: 3 clusters Score -8219158 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -8219456.000000 Penalty: 5302.798828
	Iteration 20F: 3 clusters Score -8219456 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -8219740.000000 Penalty: 5302.798828
	Iteration 21Q: 3 clusters Score -8219740 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -8219994.500000 Penalty: 5302.798828
	Iteration 22Q: 3 clusters Score -8219994 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -8220190.500000 Penalty: 5302.798828
	Iteration 23Q: 3 clusters Score -8220190 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -8220390.000000 Penalty: 5302.798828
	Iteration 24Q: 3 clusters Score -8220390 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -8220545.500000 Penalty: 5302.798828
	Iteration 25Q: 3 clusters Score -8220546 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -8220644.500000 Penalty: 5302.798828
	Iteration 26Q: 3 clusters Score -8220644 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -8220780.500000 Penalty: 5302.798828
	Iteration 27Q: 3 clusters Score -8220780 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -8220881.000000 Penalty: 5302.798828
	Iteration 28Q: 3 clusters Score -8220881 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -8221009.500000 Penalty: 5302.798828
	Iteration 29Q: 3 clusters Score -8221010 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -8221139.500000 Penalty: 5302.798828
	Iteration 30Q: 3 clusters Score -8221140 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -8221219.000000 Penalty: 5302.798828
	Iteration 31Q: 3 clusters Score -8221219 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -8221294.000000 Penalty: 5302.798828
	Iteration 32Q: 3 clusters Score -8221294 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -8221309.500000 Penalty: 5302.798828
	Iteration 33Q: 3 clusters Score -8221310 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -8221310.500000 Penalty: 5302.798828
	Iteration 34Q: 3 clusters Score -8221310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -8221307.000000 Penalty: 5302.798828
	Iteration 35Q: 3 clusters Score -8221307 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -8221329.000000 Penalty: 5302.798828
	Iteration 36Q: 3 clusters Score -8221329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -8221318.000000 Penalty: 5302.798828
	Iteration 37Q: 3 clusters Score -8221318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -8221329.000000 Penalty: 5302.798828
	Iteration 38Q: 3 clusters Score -8221329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -8221355.000000 Penalty: 5302.798828
	Iteration 39Q: 3 clusters Score -8221355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -8221339.500000 Penalty: 5302.798828
	Iteration 40F: 3 clusters Score -8221340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -8221347.500000 Penalty: 5302.798828
	Iteration 41Q: 3 clusters Score -8221348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -8221361.000000 Penalty: 5302.798828
	Iteration 42Q: 3 clusters Score -8221361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -8221381.000000 Penalty: 5302.798828
	Iteration 43Q: 3 clusters Score -8221381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -8221371.000000 Penalty: 5302.798828
	Iteration 44Q: 3 clusters Score -8221371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -8221371.500000 Penalty: 5302.798828
	Iteration 45Q: 3 clusters Score -8221372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -8221379.000000 Penalty: 5302.798828
	Iteration 46Q: 3 clusters Score -8221379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -8221376.000000 Penalty: 5302.798828
	Iteration 47Q: 3 clusters Score -8221376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -8221372.000000 Penalty: 5302.798828
	Iteration 48Q: 3 clusters Score -8221372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -8221381.000000 Penalty: 5302.798828
	Iteration 49Q: 3 clusters Score -8221381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -8221375.500000 Penalty: 5302.798828
	Iteration 50Q: 3 clusters Score -8221376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -8221371.000000 Penalty: 5302.798828
	Iteration 51Q: 3 clusters Score -8221371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -8221365.500000 Penalty: 5302.798828
	Iteration 52Q: 3 clusters Score -8221366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -8221371.000000 Penalty: 5302.798828
	Iteration 53Q: 3 clusters Score -8221371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -8221384.000000 Penalty: 5302.798828
	Iteration 54Q: 3 clusters Score -8221384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -8221380.500000 Penalty: 5302.798828
	Iteration 55Q: 3 clusters Score -8221380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -8221383.500000 Penalty: 5302.798828
	Iteration 56Q: 3 clusters Score -8221384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -8221381.500000 Penalty: 5302.798828
	Iteration 57Q: 3 clusters Score -8221382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -8221377.500000 Penalty: 5302.798828
	Iteration 58Q: 3 clusters Score -8221378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -8221376.000000 Penalty: 5302.798828
	Iteration 59Q: 3 clusters Score -8221376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -8221374.000000 Penalty: 5302.798828
	Iteration 60F: 3 clusters Score -8221374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -8221374.500000 Penalty: 5302.798828
	Iteration 61Q: 3 clusters Score -8221374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -8221369.500000 Penalty: 5302.798828
	Iteration 62Q: 3 clusters Score -8221370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -8221361.500000 Penalty: 5302.798828
	Iteration 63Q: 3 clusters Score -8221362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -8221357.500000 Penalty: 5302.798828
	Iteration 64Q: 3 clusters Score -8221358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -8221349.000000 Penalty: 5302.798828
	Iteration 65Q: 3 clusters Score -8221349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -8221337.000000 Penalty: 5302.798828
	Iteration 66Q: 3 clusters Score -8221337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -8221337.000000 Penalty: 5302.798828
	Iteration 67F: 3 clusters Score -8221337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -107203.867188 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -107203.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105676.875000 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -105676.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -105988.367188 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -105988.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106095.632812 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -106095.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -106139.000000 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -106139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -106221.851562 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -106221.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -106272.421875 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -106272.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106317.992188 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -106318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106347.203125 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -106347.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106393.093750 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -106393.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106412.804688 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -106412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -106431.296875 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -106431.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -106444.921875 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -106444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -106452.601562 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -106452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -106460.085938 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -106460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -106465.500000 Penalty: 3190.738281
	Iteration 14Q: 3 clusters Score -106465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -106473.867188 Penalty: 3190.738281
	Iteration 15Q: 3 clusters Score -106473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -106484.531250 Penalty: 3190.738281
	Iteration 16Q: 3 clusters Score -106484.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -106484.531250 Penalty: 3190.738281
	Iteration 17F: 3 clusters Score -106484.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Entering Unmasked Estep 
Score: -7099478.000000 Penalty: 2618.061035
	Iteration 0F: 2 clusters Score -7099478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -7073453.500000 Penalty: 5236.122070
	Iteration 0F: 3 clusters Score -7073454 nChanged 17570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -7083239.000000 Penalty: 5236.122070
	Iteration 1F: 3 clusters Score -7083239 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -7083791.500000 Penalty: 5236.122070
	Iteration 2Q: 3 clusters Score -7083792 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -7084484.000000 Penalty: 5236.122070
	Iteration 3Q: 3 clusters Score -7084484 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -7085541.500000 Penalty: 5236.122070
	Iteration 4F: 3 clusters Score -7085542 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -7087241.000000 Penalty: 5236.122070
	Iteration 5F: 3 clusters Score -7087241 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -7089714.000000 Penalty: 5236.122070
	Iteration 6F: 3 clusters Score -7089714 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -7092528.500000 Penalty: 5236.122070
	Iteration 7F: 3 clusters Score -7092528 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7094712.000000 Penalty: 5236.122070
	Iteration 8F: 3 clusters Score -7094712 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7096073.500000 Penalty: 5236.122070
	Iteration 9Q: 3 clusters Score -7096074 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7096912.000000 Penalty: 5236.122070
	Iteration 10Q: 3 clusters Score -7096912 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7097408.500000 Penalty: 5236.122070
	Iteration 11Q: 3 clusters Score -7097408 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7097590.500000 Penalty: 5236.122070
	Iteration 12Q: 3 clusters Score -7097590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7097636.000000 Penalty: 5236.122070
	Iteration 13Q: 3 clusters Score -7097636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7097674.000000 Penalty: 5236.122070
	Iteration 14Q: 3 clusters Score -7097674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7097721.500000 Penalty: 5236.122070
	Iteration 15Q: 3 clusters Score -7097722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7097742.500000 Penalty: 5236.122070
	Iteration 16Q: 3 clusters Score -7097742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7097767.500000 Penalty: 5236.122070
	Iteration 17Q: 3 clusters Score -7097768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7097775.000000 Penalty: 5236.122070
	Iteration 18Q: 3 clusters Score -7097775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7097789.500000 Penalty: 5236.122070
	Iteration 19Q: 3 clusters Score -7097790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7097801.000000 Penalty: 5236.122070
	Iteration 20F: 3 clusters Score -7097801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7097810.500000 Penalty: 5236.122070
	Iteration 21Q: 3 clusters Score -7097810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7097811.000000 Penalty: 5236.122070
	Iteration 22Q: 3 clusters Score -7097811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7097815.000000 Penalty: 5236.122070
	Iteration 23Q: 3 clusters Score -7097815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7097824.000000 Penalty: 5236.122070
	Iteration 24Q: 3 clusters Score -7097824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7097819.500000 Penalty: 5236.122070
	Iteration 25Q: 3 clusters Score -7097820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7097812.500000 Penalty: 5236.122070
	Iteration 26Q: 3 clusters Score -7097812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7097812.000000 Penalty: 5236.122070
	Iteration 27Q: 3 clusters Score -7097812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7097813.500000 Penalty: 5236.122070
	Iteration 28Q: 3 clusters Score -7097814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7097813.500000 Penalty: 5236.122070
	Iteration 29Q: 3 clusters Score -7097814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7097813.000000 Penalty: 5236.122070
	Iteration 30Q: 3 clusters Score -7097813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7097816.500000 Penalty: 5236.122070
	Iteration 31Q: 3 clusters Score -7097816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7097817.500000 Penalty: 5236.122070
	Iteration 32Q: 3 clusters Score -7097818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7097814.500000 Penalty: 5236.122070
	Iteration 33Q: 3 clusters Score -7097814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7097818.000000 Penalty: 5236.122070
	Iteration 34Q: 3 clusters Score -7097818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7097818.500000 Penalty: 5236.122070
	Iteration 35Q: 3 clusters Score -7097818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7097813.500000 Penalty: 5236.122070
	Iteration 36Q: 3 clusters Score -7097814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7097813.500000 Penalty: 5236.122070
	Iteration 37F: 3 clusters Score -7097814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Entering Unmasked Estep 
Score: -5409145.500000 Penalty: 2549.534668
	Iteration 0F: 2 clusters Score -5409146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -5389113.500000 Penalty: 5099.069336
	Iteration 0F: 3 clusters Score -5389114 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -5396194.500000 Penalty: 5099.069336
	Iteration 1F: 3 clusters Score -5396194 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -5396745.500000 Penalty: 5099.069336
	Iteration 2Q: 3 clusters Score -5396746 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -5397458.500000 Penalty: 5099.069336
	Iteration 3Q: 3 clusters Score -5397458 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -5398664.500000 Penalty: 5099.069336
	Iteration 4F: 3 clusters Score -5398664 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -5400390.000000 Penalty: 5099.069336
	Iteration 5F: 3 clusters Score -5400390 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -5402653.000000 Penalty: 5099.069336
	Iteration 6F: 3 clusters Score -5402653 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -5405095.500000 Penalty: 5099.069336
	Iteration 7F: 3 clusters Score -5405096 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -5407338.500000 Penalty: 5099.069336
	Iteration 8F: 3 clusters Score -5407338 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5408438.000000 Penalty: 5099.069336
	Iteration 9Q: 3 clusters Score -5408438 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -5408770.000000 Penalty: 5099.069336
	Iteration 10Q: 3 clusters Score -5408770 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5408862.500000 Penalty: 5099.069336
	Iteration 11Q: 3 clusters Score -5408862 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -5408933.500000 Penalty: 5099.069336
	Iteration 12Q: 3 clusters Score -5408934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -5408955.000000 Penalty: 5099.069336
	Iteration 13Q: 3 clusters Score -5408955 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5408966.500000 Penalty: 5099.069336
	Iteration 14Q: 3 clusters Score -5408966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5408980.000000 Penalty: 5099.069336
	Iteration 15Q: 3 clusters Score -5408980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -5408996.500000 Penalty: 5099.069336
	Iteration 16Q: 3 clusters Score -5408996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -5408994.500000 Penalty: 5099.069336
	Iteration 17Q: 3 clusters Score -5408994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -5409010.000000 Penalty: 5099.069336
	Iteration 18Q: 3 clusters Score -5409010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5409014.000000 Penalty: 5099.069336
	Iteration 19Q: 3 clusters Score -5409014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -5409007.500000 Penalty: 5099.069336
	Iteration 20F: 3 clusters Score -5409008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -5409011.000000 Penalty: 5099.069336
	Iteration 21Q: 3 clusters Score -5409011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -5409006.500000 Penalty: 5099.069336
	Iteration 22Q: 3 clusters Score -5409006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -5409004.000000 Penalty: 5099.069336
	Iteration 23Q: 3 clusters Score -5409004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -5409005.500000 Penalty: 5099.069336
	Iteration 24Q: 3 clusters Score -5409006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -5409005.500000 Penalty: 5099.069336
	Iteration 25F: 3 clusters Score -5409006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Entering Unmasked Estep 
Score: -6419140.500000 Penalty: 2590.005615
	Iteration 0F: 2 clusters Score -6419140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -6395903.000000 Penalty: 5180.011230
	Iteration 0F: 3 clusters Score -6395903 nChanged 15572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -6404146.500000 Penalty: 5180.011230
	Iteration 1F: 3 clusters Score -6404146 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -6404590.000000 Penalty: 5180.011230
	Iteration 2Q: 3 clusters Score -6404590 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -6404934.000000 Penalty: 5180.011230
	Iteration 3Q: 3 clusters Score -6404934 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -6405215.000000 Penalty: 5180.011230
	Iteration 4Q: 3 clusters Score -6405215 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -6405447.500000 Penalty: 5180.011230
	Iteration 5Q: 3 clusters Score -6405448 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -6405671.000000 Penalty: 5180.011230
	Iteration 6Q: 3 clusters Score -6405671 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -6405937.500000 Penalty: 5180.011230
	Iteration 7Q: 3 clusters Score -6405938 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -6406174.000000 Penalty: 5180.011230
	Iteration 8Q: 3 clusters Score -6406174 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -6406449.500000 Penalty: 5180.011230
	Iteration 9Q: 3 clusters Score -6406450 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -6406753.500000 Penalty: 5180.011230
	Iteration 10Q: 3 clusters Score -6406754 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -6407092.500000 Penalty: 5180.011230
	Iteration 11Q: 3 clusters Score -6407092 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -6407505.000000 Penalty: 5180.011230
	Iteration 12Q: 3 clusters Score -6407505 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -6408051.000000 Penalty: 5180.011230
	Iteration 13Q: 3 clusters Score -6408051 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -6408806.500000 Penalty: 5180.011230
	Iteration 14Q: 3 clusters Score -6408806 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -6409701.500000 Penalty: 5180.011230
	Iteration 15Q: 3 clusters Score -6409702 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -6410634.000000 Penalty: 5180.011230
	Iteration 16Q: 3 clusters Score -6410634 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -6411312.500000 Penalty: 5180.011230
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6411839 nChanged 840
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -6412215.500000 Penalty: 5180.011230
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6412754 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -6413065.500000 Penalty: 5180.011230
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6413386 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -6414026.500000 Penalty: 5180.011230
	Iteration 25Q: 3 clusters Score -6414026 nChanged 487
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6414311 nChanged 441
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6414580 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6414762 nChanged 374
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Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6414993 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6415152 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6415313 nChanged 260
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -6415423.500000 Penalty: 5180.011230
	Iteration 32Q: 3 clusters Score -6415424 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6415521 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6415603 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6415688 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6415724 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6415824 nChanged 204
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Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6415930 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6415968 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -6416047.500000 Penalty: 5180.011230
	Iteration 40F: 3 clusters Score -6416048 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6416095 nChanged 138
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Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6416153 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6416234 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6416311 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6416382 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6416439 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6416480 nChanged 124
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Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6416522 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -6416573.500000 Penalty: 5180.011230
	Iteration 49Q: 3 clusters Score -6416574 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6416634 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6416664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6416702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6416736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6416771 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6416814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6416830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -6416825.500000 Penalty: 5180.011230
	Iteration 57Q: 3 clusters Score -6416826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6416830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -6416842.000000 Penalty: 5180.011230
	Iteration 59Q: 3 clusters Score -6416842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -6416849.000000 Penalty: 5180.011230
	Iteration 60F: 3 clusters Score -6416849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -6416866.000000 Penalty: 5180.011230
	Iteration 61Q: 3 clusters Score -6416866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -6416858.500000 Penalty: 5180.011230
	Iteration 62Q: 3 clusters Score -6416858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6416866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -6416876.500000 Penalty: 5180.011230
	Iteration 64Q: 3 clusters Score -6416876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -6416890.500000 Penalty: 5180.011230
	Iteration 65Q: 3 clusters Score -6416890 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6416886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -6416894.500000 Penalty: 5180.011230
	Iteration 67Q: 3 clusters Score -6416894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6416896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6416895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -6416901.000000 Penalty: 5180.011230
	Iteration 70Q: 3 clusters Score -6416901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -6416908.500000 Penalty: 5180.011230
	Iteration 71Q: 3 clusters Score -6416908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -6416916.500000 Penalty: 5180.011230
	Iteration 72Q: 3 clusters Score -6416916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6416916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -6416923.000000 Penalty: 5180.011230
	Iteration 74Q: 3 clusters Score -6416923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -6416928.000000 Penalty: 5180.011230
	Iteration 75Q: 3 clusters Score -6416928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -6416933.000000 Penalty: 5180.011230
	Iteration 76Q: 3 clusters Score -6416933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -6416940.500000 Penalty: 5180.011230
	Iteration 77Q: 3 clusters Score -6416940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -6416938.000000 Penalty: 5180.011230
	Iteration 78Q: 3 clusters Score -6416938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -6416945.500000 Penalty: 5180.011230
	Iteration 79Q: 3 clusters Score -6416946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -6416928.500000 Penalty: 5180.011230
	Iteration 80F: 3 clusters Score -6416928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6416940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -6416939.000000 Penalty: 5180.011230
	Iteration 82Q: 3 clusters Score -6416939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6416939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -6416954.500000 Penalty: 5180.011230
	Iteration 84Q: 3 clusters Score -6416954 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -6416957.000000 Penalty: 5180.011230
	Iteration 85Q: 3 clusters Score -6416957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6416968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -6416958.000000 Penalty: 5180.011230
	Iteration 87Q: 3 clusters Score -6416958 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -6416962.500000 Penalty: 5180.011230
	Iteration 88Q: 3 clusters Score -6416962 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6416968 nChanged 12
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Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -6416964.500000 Penalty: 5180.011230
	Iteration 90Q: 3 clusters Score -6416964 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6416968 nChanged 12
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Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -6416977.000000 Penalty: 5180.011230
	Iteration 92Q: 3 clusters Score -6416977 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -6416983.500000 Penalty: 5180.011230
	Iteration 93Q: 3 clusters Score -6416984 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -6416981.500000 Penalty: 5180.011230
	Iteration 94Q: 3 clusters Score -6416982 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -6417003.500000 Penalty: 5180.011230
	Iteration 95Q: 3 clusters Score -6417004 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6417020 nChanged 11
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Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6417010 nChanged 15
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Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 33451 members 
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	Iteration 98Q: 3 clusters Score -6417010 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6417010 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -6417000.000000 Penalty: 5180.011230
	Iteration 100F: 3 clusters Score -6417000 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -6417011.500000 Penalty: 5180.011230
	Iteration 101Q: 3 clusters Score -6417012 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -6417024.500000 Penalty: 5180.011230
	Iteration 102Q: 3 clusters Score -6417024 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
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Entering Unmasked Estep 
Score: -6417013.000000 Penalty: 5180.011230
	Iteration 103Q: 3 clusters Score -6417013 nChanged 5
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Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6417010 nChanged 4
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Mstep: Class 1 contains 819 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6417014 nChanged 6
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Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6417013 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -6417026.000000 Penalty: 5180.011230
	Iteration 107Q: 3 clusters Score -6417026 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -6417019.500000 Penalty: 5180.011230
	Iteration 108Q: 3 clusters Score -6417020 nChanged 6
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Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6417024 nChanged 2
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Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -6417027.000000 Penalty: 5180.011230
	Iteration 110Q: 3 clusters Score -6417027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -6417029.000000 Penalty: 5180.011230
	Iteration 111Q: 3 clusters Score -6417029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -6417021.000000 Penalty: 5180.011230
	Iteration 112Q: 3 clusters Score -6417021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -6417026.500000 Penalty: 5180.011230
	Iteration 113Q: 3 clusters Score -6417026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -6417024.500000 Penalty: 5180.011230
	Iteration 114Q: 3 clusters Score -6417024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -6417036.000000 Penalty: 5180.011230
	Iteration 115Q: 3 clusters Score -6417036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -6417035.500000 Penalty: 5180.011230
	Iteration 116Q: 3 clusters Score -6417036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -6417035.000000 Penalty: 5180.011230
	Iteration 117Q: 3 clusters Score -6417035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -6417037.500000 Penalty: 5180.011230
	Iteration 118Q: 3 clusters Score -6417038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -6417042.000000 Penalty: 5180.011230
	Iteration 119Q: 3 clusters Score -6417042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -6417045.000000 Penalty: 5180.011230
	Iteration 120F: 3 clusters Score -6417045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -6417039.000000 Penalty: 5180.011230
	Iteration 121Q: 3 clusters Score -6417039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -6417033.500000 Penalty: 5180.011230
	Iteration 122Q: 3 clusters Score -6417034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -6417035.000000 Penalty: 5180.011230
	Iteration 123Q: 3 clusters Score -6417035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -6417041.500000 Penalty: 5180.011230
	Iteration 124Q: 3 clusters Score -6417042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -6417043.000000 Penalty: 5180.011230
	Iteration 125Q: 3 clusters Score -6417043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -6417042.500000 Penalty: 5180.011230
	Iteration 126Q: 3 clusters Score -6417042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -6417041.000000 Penalty: 5180.011230
	Iteration 127Q: 3 clusters Score -6417041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -6417043.000000 Penalty: 5180.011230
	Iteration 128Q: 3 clusters Score -6417043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -6417042.000000 Penalty: 5180.011230
	Iteration 129Q: 3 clusters Score -6417042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -6417043.500000 Penalty: 5180.011230
	Iteration 130Q: 3 clusters Score -6417044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -6417046.000000 Penalty: 5180.011230
	Iteration 131Q: 3 clusters Score -6417046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -6417046.000000 Penalty: 5180.011230
	Iteration 132F: 3 clusters Score -6417046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Entering Unmasked Estep 
Score: -8041612.000000 Penalty: 2646.649658
	Iteration 0F: 2 clusters Score -8041612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -8012738.500000 Penalty: 5293.299316
	Iteration 0F: 3 clusters Score -8012738 nChanged 19820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -8023616.500000 Penalty: 5293.299316
	Iteration 1F: 3 clusters Score -8023616 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -8024172.500000 Penalty: 5293.299316
	Iteration 2Q: 3 clusters Score -8024172 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -8024670.000000 Penalty: 5293.299316
	Iteration 3Q: 3 clusters Score -8024670 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -8025262.000000 Penalty: 5293.299316
	Iteration 4Q: 3 clusters Score -8025262 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -8025884.000000 Penalty: 5293.299316
	Iteration 5Q: 3 clusters Score -8025884 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -8026661.500000 Penalty: 5293.299316
	Iteration 6Q: 3 clusters Score -8026662 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -8027777.000000 Penalty: 5293.299316
	Iteration 7Q: 3 clusters Score -8027777 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -8029209.500000 Penalty: 5293.299316
	Iteration 8F: 3 clusters Score -8029210 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -8030789.500000 Penalty: 5293.299316
	Iteration 9F: 3 clusters Score -8030790 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -8032211.500000 Penalty: 5293.299316
	Iteration 10Q: 3 clusters Score -8032212 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -8033476.000000 Penalty: 5293.299316
	Iteration 11Q: 3 clusters Score -8033476 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -8034351.500000 Penalty: 5293.299316
	Iteration 12Q: 3 clusters Score -8034352 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -8034891.000000 Penalty: 5293.299316
	Iteration 13Q: 3 clusters Score -8034891 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -8035316.500000 Penalty: 5293.299316
	Iteration 14Q: 3 clusters Score -8035316 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -8035689.500000 Penalty: 5293.299316
	Iteration 15Q: 3 clusters Score -8035690 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -8036030.500000 Penalty: 5293.299316
	Iteration 16Q: 3 clusters Score -8036030 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -8036361.500000 Penalty: 5293.299316
	Iteration 17Q: 3 clusters Score -8036362 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -8036657.500000 Penalty: 5293.299316
	Iteration 18Q: 3 clusters Score -8036658 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -8036894.000000 Penalty: 5293.299316
	Iteration 19Q: 3 clusters Score -8036894 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -8037137.500000 Penalty: 5293.299316
	Iteration 20F: 3 clusters Score -8037138 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -8037422.000000 Penalty: 5293.299316
	Iteration 21Q: 3 clusters Score -8037422 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -8037731.500000 Penalty: 5293.299316
	Iteration 22Q: 3 clusters Score -8037732 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -8038003.500000 Penalty: 5293.299316
	Iteration 23Q: 3 clusters Score -8038004 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -8038314.000000 Penalty: 5293.299316
	Iteration 24Q: 3 clusters Score -8038314 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -8038597.500000 Penalty: 5293.299316
	Iteration 25Q: 3 clusters Score -8038598 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -8038804.500000 Penalty: 5293.299316
	Iteration 26Q: 3 clusters Score -8038804 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -8038945.500000 Penalty: 5293.299316
	Iteration 27Q: 3 clusters Score -8038946 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -8039022.500000 Penalty: 5293.299316
	Iteration 28Q: 3 clusters Score -8039022 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -8039082.500000 Penalty: 5293.299316
	Iteration 29Q: 3 clusters Score -8039082 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -8039103.500000 Penalty: 5293.299316
	Iteration 30Q: 3 clusters Score -8039104 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -8039117.000000 Penalty: 5293.299316
	Iteration 31Q: 3 clusters Score -8039117 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -8039107.000000 Penalty: 5293.299316
	Iteration 32Q: 3 clusters Score -8039107 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -8039125.000000 Penalty: 5293.299316
	Iteration 33Q: 3 clusters Score -8039125 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -8039119.000000 Penalty: 5293.299316
	Iteration 34Q: 3 clusters Score -8039119 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -8039125.000000 Penalty: 5293.299316
	Iteration 35Q: 3 clusters Score -8039125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -8039125.500000 Penalty: 5293.299316
	Iteration 36Q: 3 clusters Score -8039126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -8039127.500000 Penalty: 5293.299316
	Iteration 37Q: 3 clusters Score -8039128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -8039125.500000 Penalty: 5293.299316
	Iteration 38Q: 3 clusters Score -8039126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -8039120.000000 Penalty: 5293.299316
	Iteration 39Q: 3 clusters Score -8039120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -8039150.000000 Penalty: 5293.299316
	Iteration 40F: 3 clusters Score -8039150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -8039168.000000 Penalty: 5293.299316
	Iteration 41Q: 3 clusters Score -8039168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -8039173.000000 Penalty: 5293.299316
	Iteration 42Q: 3 clusters Score -8039173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -8039194.500000 Penalty: 5293.299316
	Iteration 43Q: 3 clusters Score -8039194 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -8039188.500000 Penalty: 5293.299316
	Iteration 44Q: 3 clusters Score -8039188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -8039176.500000 Penalty: 5293.299316
	Iteration 45Q: 3 clusters Score -8039176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -8039169.000000 Penalty: 5293.299316
	Iteration 46Q: 3 clusters Score -8039169 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -8039164.500000 Penalty: 5293.299316
	Iteration 47Q: 3 clusters Score -8039164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -8039163.500000 Penalty: 5293.299316
	Iteration 48Q: 3 clusters Score -8039164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -8039145.000000 Penalty: 5293.299316
	Iteration 49Q: 3 clusters Score -8039145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -8039159.500000 Penalty: 5293.299316
	Iteration 50Q: 3 clusters Score -8039160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -8039150.500000 Penalty: 5293.299316
	Iteration 51Q: 3 clusters Score -8039150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -8039160.500000 Penalty: 5293.299316
	Iteration 52Q: 3 clusters Score -8039160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -8039161.000000 Penalty: 5293.299316
	Iteration 53Q: 3 clusters Score -8039161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -8039165.000000 Penalty: 5293.299316
	Iteration 54Q: 3 clusters Score -8039165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -8039165.000000 Penalty: 5293.299316
	Iteration 55Q: 3 clusters Score -8039165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -8039186.000000 Penalty: 5293.299316
	Iteration 56Q: 3 clusters Score -8039186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -8039183.500000 Penalty: 5293.299316
	Iteration 57Q: 3 clusters Score -8039184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -8039182.500000 Penalty: 5293.299316
	Iteration 58Q: 3 clusters Score -8039182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -8039177.500000 Penalty: 5293.299316
	Iteration 59Q: 3 clusters Score -8039178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -8039176.500000 Penalty: 5293.299316
	Iteration 60F: 3 clusters Score -8039176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -8039187.000000 Penalty: 5293.299316
	Iteration 61Q: 3 clusters Score -8039187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -8039188.500000 Penalty: 5293.299316
	Iteration 62Q: 3 clusters Score -8039188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -8039187.000000 Penalty: 5293.299316
	Iteration 63Q: 3 clusters Score -8039187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -8039194.000000 Penalty: 5293.299316
	Iteration 64Q: 3 clusters Score -8039194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -8039195.000000 Penalty: 5293.299316
	Iteration 65Q: 3 clusters Score -8039195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -8039192.500000 Penalty: 5293.299316
	Iteration 66Q: 3 clusters Score -8039192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -8039192.500000 Penalty: 5293.299316
	Iteration 67Q: 3 clusters Score -8039192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -8039191.500000 Penalty: 5293.299316
	Iteration 68Q: 3 clusters Score -8039192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -8039189.500000 Penalty: 5293.299316
	Iteration 69Q: 3 clusters Score -8039190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -8039182.000000 Penalty: 5293.299316
	Iteration 70Q: 3 clusters Score -8039182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -8039184.500000 Penalty: 5293.299316
	Iteration 71Q: 3 clusters Score -8039184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -8039187.500000 Penalty: 5293.299316
	Iteration 72Q: 3 clusters Score -8039188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -8039194.000000 Penalty: 5293.299316
	Iteration 73Q: 3 clusters Score -8039194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -8039198.500000 Penalty: 5293.299316
	Iteration 74Q: 3 clusters Score -8039198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -8039196.500000 Penalty: 5293.299316
	Iteration 75Q: 3 clusters Score -8039196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -8039195.500000 Penalty: 5293.299316
	Iteration 76Q: 3 clusters Score -8039196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -8039188.500000 Penalty: 5293.299316
	Iteration 77Q: 3 clusters Score -8039188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -8039189.000000 Penalty: 5293.299316
	Iteration 78Q: 3 clusters Score -8039189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -8039190.000000 Penalty: 5293.299316
	Iteration 79Q: 3 clusters Score -8039190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -8039189.500000 Penalty: 5293.299316
	Iteration 80F: 3 clusters Score -8039190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -8039200.000000 Penalty: 5293.299316
	Iteration 81Q: 3 clusters Score -8039200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -8039191.500000 Penalty: 5293.299316
	Iteration 82Q: 3 clusters Score -8039192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -8039194.500000 Penalty: 5293.299316
	Iteration 83Q: 3 clusters Score -8039194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -8039184.500000 Penalty: 5293.299316
	Iteration 84Q: 3 clusters Score -8039184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -8039188.000000 Penalty: 5293.299316
	Iteration 85Q: 3 clusters Score -8039188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -8039194.500000 Penalty: 5293.299316
	Iteration 86Q: 3 clusters Score -8039194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -8039185.500000 Penalty: 5293.299316
	Iteration 87Q: 3 clusters Score -8039186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -8039192.000000 Penalty: 5293.299316
	Iteration 88Q: 3 clusters Score -8039192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -8039191.500000 Penalty: 5293.299316
	Iteration 89Q: 3 clusters Score -8039192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -8039189.500000 Penalty: 5293.299316
	Iteration 90Q: 3 clusters Score -8039190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -8039192.500000 Penalty: 5293.299316
	Iteration 91Q: 3 clusters Score -8039192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -8039184.000000 Penalty: 5293.299316
	Iteration 92Q: 3 clusters Score -8039184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -8039190.500000 Penalty: 5293.299316
	Iteration 93Q: 3 clusters Score -8039190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -8039190.500000 Penalty: 5293.299316
	Iteration 94Q: 3 clusters Score -8039190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -8039183.000000 Penalty: 5293.299316
	Iteration 95Q: 3 clusters Score -8039183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -8039183.500000 Penalty: 5293.299316
	Iteration 96Q: 3 clusters Score -8039184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -8039186.500000 Penalty: 5293.299316
	Iteration 97Q: 3 clusters Score -8039186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -8039188.500000 Penalty: 5293.299316
	Iteration 98Q: 3 clusters Score -8039188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -8039192.500000 Penalty: 5293.299316
	Iteration 99Q: 3 clusters Score -8039192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -8039200.500000 Penalty: 5293.299316
	Iteration 100F: 3 clusters Score -8039200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -8039206.000000 Penalty: 5293.299316
	Iteration 101Q: 3 clusters Score -8039206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -8039202.500000 Penalty: 5293.299316
	Iteration 102Q: 3 clusters Score -8039202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -8039209.500000 Penalty: 5293.299316
	Iteration 103Q: 3 clusters Score -8039210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -8039212.500000 Penalty: 5293.299316
	Iteration 104Q: 3 clusters Score -8039212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -8039208.500000 Penalty: 5293.299316
	Iteration 105Q: 3 clusters Score -8039208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -8039206.000000 Penalty: 5293.299316
	Iteration 106Q: 3 clusters Score -8039206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -8039212.000000 Penalty: 5293.299316
	Iteration 107Q: 3 clusters Score -8039212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -8039216.000000 Penalty: 5293.299316
	Iteration 108Q: 3 clusters Score -8039216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -8039215.000000 Penalty: 5293.299316
	Iteration 109Q: 3 clusters Score -8039215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -8039224.500000 Penalty: 5293.299316
	Iteration 110Q: 3 clusters Score -8039224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -8039221.000000 Penalty: 5293.299316
	Iteration 111Q: 3 clusters Score -8039221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -8039218.500000 Penalty: 5293.299316
	Iteration 112Q: 3 clusters Score -8039218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -8039215.500000 Penalty: 5293.299316
	Iteration 113Q: 3 clusters Score -8039216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -8039215.000000 Penalty: 5293.299316
	Iteration 114Q: 3 clusters Score -8039215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -8039215.000000 Penalty: 5293.299316
	Iteration 115Q: 3 clusters Score -8039215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -8039218.500000 Penalty: 5293.299316
	Iteration 116Q: 3 clusters Score -8039218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -8039213.000000 Penalty: 5293.299316
	Iteration 117Q: 3 clusters Score -8039213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -8039213.000000 Penalty: 5293.299316
	Iteration 118Q: 3 clusters Score -8039213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -8039213.000000 Penalty: 5293.299316
	Iteration 119F: 3 clusters Score -8039213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (56047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Entering Unmasked Estep 
Score: -10471863.000000 Penalty: 2711.618408
	Iteration 0F: 2 clusters Score -1.047186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -10439451.000000 Penalty: 5423.236816
	Iteration 0F: 3 clusters Score -1.043945e+07 nChanged 26011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -10454107.000000 Penalty: 5423.236816
	Iteration 1F: 3 clusters Score -1.045411e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -10454750.000000 Penalty: 5423.236816
	Iteration 2Q: 3 clusters Score -1.045475e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -10455249.000000 Penalty: 5423.236816
	Iteration 3Q: 3 clusters Score -1.045525e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -10455888.000000 Penalty: 5423.236816
	Iteration 4Q: 3 clusters Score -1.045589e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -10456583.000000 Penalty: 5423.236816
	Iteration 5Q: 3 clusters Score -1.045658e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -10457600.000000 Penalty: 5423.236816
	Iteration 6Q: 3 clusters Score -1.04576e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -10458883.000000 Penalty: 5423.236816
	Iteration 7Q: 3 clusters Score -1.045888e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -10460846.000000 Penalty: 5423.236816
	Iteration 8F: 3 clusters Score -1.046085e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -10463520.000000 Penalty: 5423.236816
	Iteration 9F: 3 clusters Score -1.046352e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -10466466.000000 Penalty: 5423.236816
	Iteration 10F: 3 clusters Score -1.046647e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -10469149.000000 Penalty: 5423.236816
	Iteration 11F: 3 clusters Score -1.046915e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -10470395.000000 Penalty: 5423.236816
	Iteration 12Q: 3 clusters Score -1.04704e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -10471071.000000 Penalty: 5423.236816
	Iteration 13Q: 3 clusters Score -1.047107e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -10471419.000000 Penalty: 5423.236816
	Iteration 14Q: 3 clusters Score -1.047142e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -10471545.000000 Penalty: 5423.236816
	Iteration 15Q: 3 clusters Score -1.047154e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -10471545.000000 Penalty: 5423.236816
	Iteration 16Q: 3 clusters Score -1.047154e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -10471398.000000 Penalty: 5423.236816
	Iteration 17Q: 3 clusters Score -1.04714e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -10471307.000000 Penalty: 5423.236816
	Iteration 18Q: 3 clusters Score -1.047131e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -10471211.000000 Penalty: 5423.236816
	Iteration 19Q: 3 clusters Score -1.047121e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -10471180.000000 Penalty: 5423.236816
	Iteration 20F: 3 clusters Score -1.047118e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -10471157.000000 Penalty: 5423.236816
	Iteration 21Q: 3 clusters Score -1.047116e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -10471133.000000 Penalty: 5423.236816
	Iteration 22Q: 3 clusters Score -1.047113e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -10471102.000000 Penalty: 5423.236816
	Iteration 23Q: 3 clusters Score -1.04711e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -10471064.000000 Penalty: 5423.236816
	Iteration 24Q: 3 clusters Score -1.047106e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -10471036.000000 Penalty: 5423.236816
	Iteration 25Q: 3 clusters Score -1.047104e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -10471015.000000 Penalty: 5423.236816
	Iteration 26Q: 3 clusters Score -1.047102e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -10470983.000000 Penalty: 5423.236816
	Iteration 27Q: 3 clusters Score -1.047098e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -10470950.000000 Penalty: 5423.236816
	Iteration 28Q: 3 clusters Score -1.047095e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -10470914.000000 Penalty: 5423.236816
	Iteration 29Q: 3 clusters Score -1.047091e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -10470895.000000 Penalty: 5423.236816
	Iteration 30Q: 3 clusters Score -1.04709e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -10470888.000000 Penalty: 5423.236816
	Iteration 31Q: 3 clusters Score -1.047089e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -10470873.000000 Penalty: 5423.236816
	Iteration 32Q: 3 clusters Score -1.047087e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -10470872.000000 Penalty: 5423.236816
	Iteration 33Q: 3 clusters Score -1.047087e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -10470849.000000 Penalty: 5423.236816
	Iteration 34Q: 3 clusters Score -1.047085e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -10470867.000000 Penalty: 5423.236816
	Iteration 35Q: 3 clusters Score -1.047087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -10470865.000000 Penalty: 5423.236816
	Iteration 36Q: 3 clusters Score -1.047086e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -10470862.000000 Penalty: 5423.236816
	Iteration 37Q: 3 clusters Score -1.047086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -10470852.000000 Penalty: 5423.236816
	Iteration 38Q: 3 clusters Score -1.047085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -10470853.000000 Penalty: 5423.236816
	Iteration 39Q: 3 clusters Score -1.047085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -10470849.000000 Penalty: 5423.236816
	Iteration 40F: 3 clusters Score -1.047085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -10470849.000000 Penalty: 5423.236816
	Iteration 41Q: 3 clusters Score -1.047085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -10470841.000000 Penalty: 5423.236816
	Iteration 42Q: 3 clusters Score -1.047084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -10470845.000000 Penalty: 5423.236816
	Iteration 43Q: 3 clusters Score -1.047084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -10470845.000000 Penalty: 5423.236816
	Iteration 44F: 3 clusters Score -1.047084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 52654 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45392 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8130 members 
Mstep: Class 8 contains 15909 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38025 members 
Mstep: Class 12 contains 8469 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48549 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52083 members 
Mstep: Class 19 contains 33342 members 
Mstep: Class 20 contains 43964 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 38434 members 
Mstep: Class 23 contains 29155 members 
Mstep: Class 24 contains 34323 members 
Mstep: Class 25 contains 43130 members 
Mstep: Class 26 contains 56047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183336.000000 Penalty: 85816.687500
Iteration 239Q: 27 clusters Score -1.101833e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 52679 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45388 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 8 contains 15953 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37981 members 
Mstep: Class 12 contains 8425 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48567 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52086 members 
Mstep: Class 19 contains 33346 members 
Mstep: Class 20 contains 44197 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 38422 members 
Mstep: Class 23 contains 29177 members 
Mstep: Class 24 contains 33804 members 
Mstep: Class 25 contains 43485 members 
Mstep: Class 26 contains 56021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183480.000000 Penalty: 85816.687500
Iteration 240F: 27 clusters Score -1.101835e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 52698 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45396 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 8 contains 15995 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37928 members 
Mstep: Class 12 contains 8373 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48599 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52083 members 
Mstep: Class 19 contains 33346 members 
Mstep: Class 20 contains 44334 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 38394 members 
Mstep: Class 23 contains 29181 members 
Mstep: Class 24 contains 33337 members 
Mstep: Class 25 contains 43916 members 
Mstep: Class 26 contains 55979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183432.000000 Penalty: 85816.687500
Iteration 241Q: 27 clusters Score -1.101834e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 52721 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45367 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8139 members 
Mstep: Class 8 contains 16020 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37867 members 
Mstep: Class 12 contains 8327 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48629 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52090 members 
Mstep: Class 19 contains 33348 members 
Mstep: Class 20 contains 44592 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 38372 members 
Mstep: Class 23 contains 29203 members 
Mstep: Class 24 contains 32856 members 
Mstep: Class 25 contains 44229 members 
Mstep: Class 26 contains 55951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183520.000000 Penalty: 85816.687500
Iteration 242Q: 27 clusters Score -1.101835e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 52736 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45309 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8145 members 
Mstep: Class 8 contains 16072 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37822 members 
Mstep: Class 12 contains 8282 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48649 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52097 members 
Mstep: Class 19 contains 33342 members 
Mstep: Class 20 contains 44899 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 38365 members 
Mstep: Class 23 contains 29191 members 
Mstep: Class 24 contains 32497 members 
Mstep: Class 25 contains 44441 members 
Mstep: Class 26 contains 55876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183576.000000 Penalty: 85816.687500
Iteration 243Q: 27 clusters Score -1.101836e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 52755 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45299 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8147 members 
Mstep: Class 8 contains 16112 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37772 members 
Mstep: Class 12 contains 8230 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48623 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 52105 members 
Mstep: Class 19 contains 33335 members 
Mstep: Class 20 contains 45228 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 38360 members 
Mstep: Class 23 contains 29197 members 
Mstep: Class 24 contains 32154 members 
Mstep: Class 25 contains 44641 members 
Mstep: Class 26 contains 55781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183384.000000 Penalty: 85816.687500
Iteration 244Q: 27 clusters Score -1.101834e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 52767 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45292 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8148 members 
Mstep: Class 8 contains 16141 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37737 members 
Mstep: Class 12 contains 8195 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48612 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52101 members 
Mstep: Class 19 contains 33335 members 
Mstep: Class 20 contains 45549 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 38363 members 
Mstep: Class 23 contains 29211 members 
Mstep: Class 24 contains 31709 members 
Mstep: Class 25 contains 44854 members 
Mstep: Class 26 contains 55756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183288.000000 Penalty: 85816.687500
Iteration 245Q: 27 clusters Score -1.101833e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 52774 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45281 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8146 members 
Mstep: Class 8 contains 16157 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37722 members 
Mstep: Class 12 contains 8166 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48648 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52096 members 
Mstep: Class 19 contains 33336 members 
Mstep: Class 20 contains 45880 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 38354 members 
Mstep: Class 23 contains 29242 members 
Mstep: Class 24 contains 31280 members 
Mstep: Class 25 contains 44955 members 
Mstep: Class 26 contains 55748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183208.000000 Penalty: 85816.687500
Iteration 246Q: 27 clusters Score -1.101832e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 52758 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45269 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8156 members 
Mstep: Class 8 contains 16184 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37706 members 
Mstep: Class 12 contains 8133 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48698 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52096 members 
Mstep: Class 19 contains 33328 members 
Mstep: Class 20 contains 46209 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 38350 members 
Mstep: Class 23 contains 29255 members 
Mstep: Class 24 contains 30968 members 
Mstep: Class 25 contains 45075 members 
Mstep: Class 26 contains 55617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183264.000000 Penalty: 85816.687500
Iteration 247Q: 27 clusters Score -1.101833e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 52774 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45243 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8167 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37690 members 
Mstep: Class 12 contains 8106 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48721 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52075 members 
Mstep: Class 19 contains 33327 members 
Mstep: Class 20 contains 46577 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38342 members 
Mstep: Class 23 contains 29266 members 
Mstep: Class 24 contains 30820 members 
Mstep: Class 25 contains 45130 members 
Mstep: Class 26 contains 55393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183616.000000 Penalty: 85816.687500
Iteration 248Q: 27 clusters Score -1.101836e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 52769 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45251 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8178 members 
Mstep: Class 8 contains 16240 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37657 members 
Mstep: Class 12 contains 8071 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48739 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52050 members 
Mstep: Class 19 contains 33327 members 
Mstep: Class 20 contains 47029 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 38318 members 
Mstep: Class 23 contains 29284 members 
Mstep: Class 24 contains 30797 members 
Mstep: Class 25 contains 45147 members 
Mstep: Class 26 contains 55015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183960.000000 Penalty: 85816.687500
Iteration 249Q: 27 clusters Score -1.10184e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 52766 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45263 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8182 members 
Mstep: Class 8 contains 16287 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37625 members 
Mstep: Class 12 contains 8026 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48787 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52036 members 
Mstep: Class 19 contains 33321 members 
Mstep: Class 20 contains 47551 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 38303 members 
Mstep: Class 23 contains 29302 members 
Mstep: Class 24 contains 30950 members 
Mstep: Class 25 contains 45153 members 
Mstep: Class 26 contains 54361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184664.000000 Penalty: 85816.687500
Iteration 250Q: 27 clusters Score -1.101847e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 52780 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45289 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8182 members 
Mstep: Class 8 contains 16328 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37574 members 
Mstep: Class 12 contains 7978 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48805 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52008 members 
Mstep: Class 19 contains 33313 members 
Mstep: Class 20 contains 48034 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 38293 members 
Mstep: Class 23 contains 29321 members 
Mstep: Class 24 contains 31293 members 
Mstep: Class 25 contains 45181 members 
Mstep: Class 26 contains 53566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185392.000000 Penalty: 85816.687500
Iteration 251Q: 27 clusters Score -1.101854e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 52824 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45316 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8186 members 
Mstep: Class 8 contains 16402 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37532 members 
Mstep: Class 12 contains 7921 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48914 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51979 members 
Mstep: Class 19 contains 33303 members 
Mstep: Class 20 contains 48175 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 38288 members 
Mstep: Class 23 contains 29337 members 
Mstep: Class 24 contains 31627 members 
Mstep: Class 25 contains 45233 members 
Mstep: Class 26 contains 52916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185600.000000 Penalty: 85816.687500
Iteration 252Q: 27 clusters Score -1.101856e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 52855 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45351 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8186 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37485 members 
Mstep: Class 12 contains 7884 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48961 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51978 members 
Mstep: Class 19 contains 33289 members 
Mstep: Class 20 contains 48070 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 38262 members 
Mstep: Class 23 contains 29358 members 
Mstep: Class 24 contains 31957 members 
Mstep: Class 25 contains 45332 members 
Mstep: Class 26 contains 52510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185880.000000 Penalty: 85816.687500
Iteration 253Q: 27 clusters Score -1.101859e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 52840 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45334 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8187 members 
Mstep: Class 8 contains 16526 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37436 members 
Mstep: Class 12 contains 7840 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48993 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51989 members 
Mstep: Class 19 contains 33284 members 
Mstep: Class 20 contains 48068 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 38235 members 
Mstep: Class 23 contains 29364 members 
Mstep: Class 24 contains 32326 members 
Mstep: Class 25 contains 45410 members 
Mstep: Class 26 contains 52123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186184.000000 Penalty: 85816.687500
Iteration 254Q: 27 clusters Score -1.101862e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 52823 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45306 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8188 members 
Mstep: Class 8 contains 16586 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37385 members 
Mstep: Class 12 contains 7800 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 49033 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51987 members 
Mstep: Class 19 contains 33276 members 
Mstep: Class 20 contains 47937 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 38195 members 
Mstep: Class 23 contains 29357 members 
Mstep: Class 24 contains 32742 members 
Mstep: Class 25 contains 45491 members 
Mstep: Class 26 contains 51825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186336.000000 Penalty: 85816.687500
Iteration 255Q: 27 clusters Score -1.101863e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 52831 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45260 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8177 members 
Mstep: Class 8 contains 16645 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37331 members 
Mstep: Class 12 contains 7757 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49084 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51965 members 
Mstep: Class 19 contains 33270 members 
Mstep: Class 20 contains 47856 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 38147 members 
Mstep: Class 23 contains 29348 members 
Mstep: Class 24 contains 33083 members 
Mstep: Class 25 contains 45566 members 
Mstep: Class 26 contains 51609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186544.000000 Penalty: 85816.687500
Iteration 256Q: 27 clusters Score -1.101865e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 52833 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45235 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8158 members 
Mstep: Class 8 contains 16699 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37285 members 
Mstep: Class 12 contains 7695 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49085 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51949 members 
Mstep: Class 19 contains 33256 members 
Mstep: Class 20 contains 47839 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 38098 members 
Mstep: Class 23 contains 29328 members 
Mstep: Class 24 contains 33407 members 
Mstep: Class 25 contains 45646 members 
Mstep: Class 26 contains 51424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186672.000000 Penalty: 85816.687500
Iteration 257Q: 27 clusters Score -1.101867e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 52831 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45220 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8140 members 
Mstep: Class 8 contains 16729 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37246 members 
Mstep: Class 12 contains 7631 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49102 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51932 members 
Mstep: Class 19 contains 33244 members 
Mstep: Class 20 contains 47780 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 38038 members 
Mstep: Class 23 contains 29300 members 
Mstep: Class 24 contains 33798 members 
Mstep: Class 25 contains 45765 members 
Mstep: Class 26 contains 51201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187056.000000 Penalty: 85816.687500
Iteration 258Q: 27 clusters Score -1.101871e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 52796 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45202 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8116 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37208 members 
Mstep: Class 12 contains 7571 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49068 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51928 members 
Mstep: Class 19 contains 33232 members 
Mstep: Class 20 contains 47734 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 37964 members 
Mstep: Class 23 contains 29270 members 
Mstep: Class 24 contains 34134 members 
Mstep: Class 25 contains 45902 members 
Mstep: Class 26 contains 51107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187024.000000 Penalty: 85816.687500
Iteration 259Q: 27 clusters Score -1.10187e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 52779 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45167 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8102 members 
Mstep: Class 8 contains 16772 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37170 members 
Mstep: Class 12 contains 7527 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49057 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51922 members 
Mstep: Class 19 contains 33227 members 
Mstep: Class 20 contains 47623 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 37874 members 
Mstep: Class 23 contains 29250 members 
Mstep: Class 24 contains 34489 members 
Mstep: Class 25 contains 45998 members 
Mstep: Class 26 contains 51031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187320.000000 Penalty: 85816.687500
Iteration 260F: 27 clusters Score -1.101873e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 52752 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45147 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8082 members 
Mstep: Class 8 contains 16838 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37115 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49063 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51915 members 
Mstep: Class 19 contains 33213 members 
Mstep: Class 20 contains 47462 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 37796 members 
Mstep: Class 23 contains 29236 members 
Mstep: Class 24 contains 34809 members 
Mstep: Class 25 contains 46153 members 
Mstep: Class 26 contains 50958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187520.000000 Penalty: 85816.687500
Iteration 261Q: 27 clusters Score -1.101875e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 52731 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45133 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37065 members 
Mstep: Class 12 contains 7435 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49088 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51905 members 
Mstep: Class 19 contains 33206 members 
Mstep: Class 20 contains 47289 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 37716 members 
Mstep: Class 23 contains 29222 members 
Mstep: Class 24 contains 35187 members 
Mstep: Class 25 contains 46266 members 
Mstep: Class 26 contains 50844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187760.000000 Penalty: 85816.687500
Iteration 262Q: 27 clusters Score -1.101878e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 52684 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45107 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8064 members 
Mstep: Class 8 contains 16967 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37054 members 
Mstep: Class 12 contains 7403 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49176 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51887 members 
Mstep: Class 19 contains 33193 members 
Mstep: Class 20 contains 47004 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 37642 members 
Mstep: Class 23 contains 29225 members 
Mstep: Class 24 contains 35511 members 
Mstep: Class 25 contains 46401 members 
Mstep: Class 26 contains 50778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187944.000000 Penalty: 85816.687500
Iteration 263Q: 27 clusters Score -1.101879e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 52643 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45085 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8045 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37047 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49233 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51859 members 
Mstep: Class 19 contains 33184 members 
Mstep: Class 20 contains 46741 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 37594 members 
Mstep: Class 23 contains 29230 members 
Mstep: Class 24 contains 35701 members 
Mstep: Class 25 contains 46492 members 
Mstep: Class 26 contains 50887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187936.000000 Penalty: 85816.687500
Iteration 264Q: 27 clusters Score -1.101879e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 52586 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45072 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8021 members 
Mstep: Class 8 contains 17089 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 12 contains 7331 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49259 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51819 members 
Mstep: Class 19 contains 33169 members 
Mstep: Class 20 contains 46604 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 37546 members 
Mstep: Class 23 contains 29234 members 
Mstep: Class 24 contains 35789 members 
Mstep: Class 25 contains 46555 members 
Mstep: Class 26 contains 51081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187784.000000 Penalty: 85816.687500
Iteration 265Q: 27 clusters Score -1.101878e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 52479 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45066 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 8003 members 
Mstep: Class 8 contains 17099 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37079 members 
Mstep: Class 12 contains 7292 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49263 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51795 members 
Mstep: Class 19 contains 33150 members 
Mstep: Class 20 contains 46535 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 37503 members 
Mstep: Class 23 contains 29225 members 
Mstep: Class 24 contains 35841 members 
Mstep: Class 25 contains 46622 members 
Mstep: Class 26 contains 51310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187848.000000 Penalty: 85816.687500
Iteration 266Q: 27 clusters Score -1.101878e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 52413 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45075 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7988 members 
Mstep: Class 8 contains 17133 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37071 members 
Mstep: Class 12 contains 7258 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49291 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51792 members 
Mstep: Class 19 contains 33127 members 
Mstep: Class 20 contains 46430 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 37474 members 
Mstep: Class 23 contains 29216 members 
Mstep: Class 24 contains 35824 members 
Mstep: Class 25 contains 46689 members 
Mstep: Class 26 contains 51537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187800.000000 Penalty: 85816.687500
Iteration 267Q: 27 clusters Score -1.101878e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 52378 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45049 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7975 members 
Mstep: Class 8 contains 17193 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37071 members 
Mstep: Class 12 contains 7219 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49290 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51789 members 
Mstep: Class 19 contains 33117 members 
Mstep: Class 20 contains 46337 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 37458 members 
Mstep: Class 23 contains 29221 members 
Mstep: Class 24 contains 35756 members 
Mstep: Class 25 contains 46738 members 
Mstep: Class 26 contains 51808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187896.000000 Penalty: 85816.687500
Iteration 268Q: 27 clusters Score -1.101879e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 52337 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45028 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7964 members 
Mstep: Class 8 contains 17205 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37072 members 
Mstep: Class 12 contains 7186 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49331 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51785 members 
Mstep: Class 19 contains 33102 members 
Mstep: Class 20 contains 46236 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 37438 members 
Mstep: Class 23 contains 29226 members 
Mstep: Class 24 contains 35644 members 
Mstep: Class 25 contains 46813 members 
Mstep: Class 26 contains 52085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188136.000000 Penalty: 85816.687500
Iteration 269Q: 27 clusters Score -1.101881e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 52289 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44983 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7957 members 
Mstep: Class 8 contains 17238 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37067 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49374 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51784 members 
Mstep: Class 19 contains 33096 members 
Mstep: Class 20 contains 46103 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 37416 members 
Mstep: Class 23 contains 29245 members 
Mstep: Class 24 contains 35519 members 
Mstep: Class 25 contains 46856 members 
Mstep: Class 26 contains 52410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187824.000000 Penalty: 85816.687500
Iteration 270Q: 27 clusters Score -1.101878e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 52252 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44939 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 17276 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37078 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49412 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51772 members 
Mstep: Class 19 contains 33099 members 
Mstep: Class 20 contains 46050 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 37382 members 
Mstep: Class 23 contains 29275 members 
Mstep: Class 24 contains 35315 members 
Mstep: Class 25 contains 46917 members 
Mstep: Class 26 contains 52731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187616.000000 Penalty: 85816.687500
Iteration 271Q: 27 clusters Score -1.101876e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 52222 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44894 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7938 members 
Mstep: Class 8 contains 17288 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37074 members 
Mstep: Class 12 contains 7100 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49450 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51750 members 
Mstep: Class 19 contains 33092 members 
Mstep: Class 20 contains 46078 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 37359 members 
Mstep: Class 23 contains 29301 members 
Mstep: Class 24 contains 35094 members 
Mstep: Class 25 contains 47020 members 
Mstep: Class 26 contains 53007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187312.000000 Penalty: 85816.687500
Iteration 272Q: 27 clusters Score -1.101873e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 52191 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44866 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7927 members 
Mstep: Class 8 contains 17281 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37087 members 
Mstep: Class 12 contains 7073 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 49426 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51739 members 
Mstep: Class 19 contains 33093 members 
Mstep: Class 20 contains 46162 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 37331 members 
Mstep: Class 23 contains 29336 members 
Mstep: Class 24 contains 34875 members 
Mstep: Class 25 contains 47121 members 
Mstep: Class 26 contains 53227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187352.000000 Penalty: 85816.687500
Iteration 273Q: 27 clusters Score -1.101874e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 52162 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44838 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7917 members 
Mstep: Class 8 contains 17249 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37096 members 
Mstep: Class 12 contains 7050 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 49368 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51727 members 
Mstep: Class 19 contains 33083 members 
Mstep: Class 20 contains 46324 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 29391 members 
Mstep: Class 24 contains 34661 members 
Mstep: Class 25 contains 47203 members 
Mstep: Class 26 contains 53375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187488.000000 Penalty: 85816.687500
Iteration 274Q: 27 clusters Score -1.101875e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 52136 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44821 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7910 members 
Mstep: Class 8 contains 17228 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37115 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 49323 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51717 members 
Mstep: Class 19 contains 33082 members 
Mstep: Class 20 contains 46475 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 37279 members 
Mstep: Class 23 contains 29426 members 
Mstep: Class 24 contains 34543 members 
Mstep: Class 25 contains 47266 members 
Mstep: Class 26 contains 53440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187312.000000 Penalty: 85816.687500
Iteration 275Q: 27 clusters Score -1.101873e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 52116 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44820 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7903 members 
Mstep: Class 8 contains 17218 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37104 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 49257 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51711 members 
Mstep: Class 19 contains 33087 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 37246 members 
Mstep: Class 23 contains 29460 members 
Mstep: Class 24 contains 34495 members 
Mstep: Class 25 contains 47329 members 
Mstep: Class 26 contains 53354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187568.000000 Penalty: 85816.687500
Iteration 276Q: 27 clusters Score -1.101876e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 52090 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44801 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7895 members 
Mstep: Class 8 contains 17231 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37087 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 49200 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51725 members 
Mstep: Class 19 contains 33080 members 
Mstep: Class 20 contains 46922 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 37212 members 
Mstep: Class 23 contains 29485 members 
Mstep: Class 24 contains 34523 members 
Mstep: Class 25 contains 47362 members 
Mstep: Class 26 contains 53195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187520.000000 Penalty: 85816.687500
Iteration 277Q: 27 clusters Score -1.101875e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 52072 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44774 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7888 members 
Mstep: Class 8 contains 17250 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37080 members 
Mstep: Class 12 contains 6930 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 49168 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51733 members 
Mstep: Class 19 contains 33067 members 
Mstep: Class 20 contains 47140 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 37171 members 
Mstep: Class 23 contains 29505 members 
Mstep: Class 24 contains 34595 members 
Mstep: Class 25 contains 47411 members 
Mstep: Class 26 contains 52988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187448.000000 Penalty: 85816.687500
Iteration 278Q: 27 clusters Score -1.101874e+08 nChanged 1597
Entering ConstructFrom: 
Score: -110187448.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (45508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Entering Unmasked Estep 
Score: -8483993.000000 Penalty: 2659.959473
	Iteration 0F: 2 clusters Score -8483993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -8453817.000000 Penalty: 5319.918945
	Iteration 0F: 3 clusters Score -8453817 nChanged 20862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -8465347.000000 Penalty: 5319.918945
	Iteration 1F: 3 clusters Score -8465347 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -8465998.000000 Penalty: 5319.918945
	Iteration 2Q: 3 clusters Score -8465998 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -8466718.000000 Penalty: 5319.918945
	Iteration 3Q: 3 clusters Score -8466718 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -8467712.000000 Penalty: 5319.918945
	Iteration 4Q: 3 clusters Score -8467712 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -8469031.000000 Penalty: 5319.918945
	Iteration 5Q: 3 clusters Score -8469031 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -8470596.000000 Penalty: 5319.918945
	Iteration 6F: 3 clusters Score -8470596 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -8472384.000000 Penalty: 5319.918945
	Iteration 7F: 3 clusters Score -8472384 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -8474226.000000 Penalty: 5319.918945
	Iteration 8F: 3 clusters Score -8474226 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -8475940.000000 Penalty: 5319.918945
	Iteration 9Q: 3 clusters Score -8475940 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -8477320.000000 Penalty: 5319.918945
	Iteration 10Q: 3 clusters Score -8477320 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -8478386.000000 Penalty: 5319.918945
	Iteration 11Q: 3 clusters Score -8478386 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -8479117.000000 Penalty: 5319.918945
	Iteration 12Q: 3 clusters Score -8479117 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -8479586.000000 Penalty: 5319.918945
	Iteration 13Q: 3 clusters Score -8479586 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -8479881.000000 Penalty: 5319.918945
	Iteration 14Q: 3 clusters Score -8479881 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -8480091.000000 Penalty: 5319.918945
	Iteration 15Q: 3 clusters Score -8480091 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -8480221.000000 Penalty: 5319.918945
	Iteration 16Q: 3 clusters Score -8480221 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -8480328.000000 Penalty: 5319.918945
	Iteration 17Q: 3 clusters Score -8480328 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -8480427.000000 Penalty: 5319.918945
	Iteration 18Q: 3 clusters Score -8480427 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -8480527.000000 Penalty: 5319.918945
	Iteration 19Q: 3 clusters Score -8480527 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -8480604.000000 Penalty: 5319.918945
	Iteration 20F: 3 clusters Score -8480604 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -8480656.000000 Penalty: 5319.918945
	Iteration 21Q: 3 clusters Score -8480656 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -8480693.000000 Penalty: 5319.918945
	Iteration 22Q: 3 clusters Score -8480693 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -8480741.000000 Penalty: 5319.918945
	Iteration 23Q: 3 clusters Score -8480741 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -8480803.000000 Penalty: 5319.918945
	Iteration 24Q: 3 clusters Score -8480803 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -8480825.000000 Penalty: 5319.918945
	Iteration 25Q: 3 clusters Score -8480825 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -8480852.000000 Penalty: 5319.918945
	Iteration 26Q: 3 clusters Score -8480852 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -8480843.000000 Penalty: 5319.918945
	Iteration 27Q: 3 clusters Score -8480843 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -8480854.000000 Penalty: 5319.918945
	Iteration 28Q: 3 clusters Score -8480854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -8480862.000000 Penalty: 5319.918945
	Iteration 29Q: 3 clusters Score -8480862 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -8480891.000000 Penalty: 5319.918945
	Iteration 30Q: 3 clusters Score -8480891 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -8480893.000000 Penalty: 5319.918945
	Iteration 31Q: 3 clusters Score -8480893 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -8480900.000000 Penalty: 5319.918945
	Iteration 32Q: 3 clusters Score -8480900 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -8480910.000000 Penalty: 5319.918945
	Iteration 33Q: 3 clusters Score -8480910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8480930.000000 Penalty: 5319.918945
	Iteration 34Q: 3 clusters Score -8480930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -8480965.000000 Penalty: 5319.918945
	Iteration 35Q: 3 clusters Score -8480965 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -8480973.000000 Penalty: 5319.918945
	Iteration 36Q: 3 clusters Score -8480973 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -8480970.000000 Penalty: 5319.918945
	Iteration 37Q: 3 clusters Score -8480970 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -8480988.000000 Penalty: 5319.918945
	Iteration 38Q: 3 clusters Score -8480988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -8481004.000000 Penalty: 5319.918945
	Iteration 39Q: 3 clusters Score -8481004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -8481005.000000 Penalty: 5319.918945
	Iteration 40F: 3 clusters Score -8481005 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -8481011.000000 Penalty: 5319.918945
	Iteration 41Q: 3 clusters Score -8481011 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -8481030.000000 Penalty: 5319.918945
	Iteration 42Q: 3 clusters Score -8481030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8481022.000000 Penalty: 5319.918945
	Iteration 43Q: 3 clusters Score -8481022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -8481029.000000 Penalty: 5319.918945
	Iteration 44Q: 3 clusters Score -8481029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -8481025.000000 Penalty: 5319.918945
	Iteration 45Q: 3 clusters Score -8481025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -8481034.000000 Penalty: 5319.918945
	Iteration 46Q: 3 clusters Score -8481034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -8481043.000000 Penalty: 5319.918945
	Iteration 47Q: 3 clusters Score -8481043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8481036.000000 Penalty: 5319.918945
	Iteration 48Q: 3 clusters Score -8481036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -8481046.000000 Penalty: 5319.918945
	Iteration 49Q: 3 clusters Score -8481046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -8481045.000000 Penalty: 5319.918945
	Iteration 50Q: 3 clusters Score -8481045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -8481046.000000 Penalty: 5319.918945
	Iteration 51Q: 3 clusters Score -8481046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -8481048.000000 Penalty: 5319.918945
	Iteration 52Q: 3 clusters Score -8481048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -8481052.000000 Penalty: 5319.918945
	Iteration 53Q: 3 clusters Score -8481052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -8481044.000000 Penalty: 5319.918945
	Iteration 54Q: 3 clusters Score -8481044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -8481047.000000 Penalty: 5319.918945
	Iteration 55Q: 3 clusters Score -8481047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -8481038.000000 Penalty: 5319.918945
	Iteration 56Q: 3 clusters Score -8481038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8481050.000000 Penalty: 5319.918945
	Iteration 57Q: 3 clusters Score -8481050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -8481063.000000 Penalty: 5319.918945
	Iteration 58Q: 3 clusters Score -8481063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -8481064.000000 Penalty: 5319.918945
	Iteration 59Q: 3 clusters Score -8481064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8481064.000000 Penalty: 5319.918945
	Iteration 60F: 3 clusters Score -8481064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -8481061.000000 Penalty: 5319.918945
	Iteration 61Q: 3 clusters Score -8481061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -8481070.000000 Penalty: 5319.918945
	Iteration 62Q: 3 clusters Score -8481070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -8481078.000000 Penalty: 5319.918945
	Iteration 63Q: 3 clusters Score -8481078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -8481077.000000 Penalty: 5319.918945
	Iteration 64Q: 3 clusters Score -8481077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -8481075.000000 Penalty: 5319.918945
	Iteration 65Q: 3 clusters Score -8481075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -8481070.000000 Penalty: 5319.918945
	Iteration 66Q: 3 clusters Score -8481070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -8481070.000000 Penalty: 5319.918945
	Iteration 67Q: 3 clusters Score -8481070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8481072.000000 Penalty: 5319.918945
	Iteration 68Q: 3 clusters Score -8481072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8481071.000000 Penalty: 5319.918945
	Iteration 69Q: 3 clusters Score -8481071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -8481065.000000 Penalty: 5319.918945
	Iteration 70Q: 3 clusters Score -8481065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -8481069.000000 Penalty: 5319.918945
	Iteration 71Q: 3 clusters Score -8481069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -8481049.000000 Penalty: 5319.918945
	Iteration 72Q: 3 clusters Score -8481049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -8481064.000000 Penalty: 5319.918945
	Iteration 73Q: 3 clusters Score -8481064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -8481067.000000 Penalty: 5319.918945
	Iteration 74Q: 3 clusters Score -8481067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -8481080.000000 Penalty: 5319.918945
	Iteration 75Q: 3 clusters Score -8481080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -8481079.000000 Penalty: 5319.918945
	Iteration 76Q: 3 clusters Score -8481079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -8481081.000000 Penalty: 5319.918945
	Iteration 77Q: 3 clusters Score -8481081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -8481088.000000 Penalty: 5319.918945
	Iteration 78Q: 3 clusters Score -8481088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -8481095.000000 Penalty: 5319.918945
	Iteration 79Q: 3 clusters Score -8481095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -8481088.000000 Penalty: 5319.918945
	Iteration 80F: 3 clusters Score -8481088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -8481083.000000 Penalty: 5319.918945
	Iteration 81Q: 3 clusters Score -8481083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -8481084.000000 Penalty: 5319.918945
	Iteration 82Q: 3 clusters Score -8481084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -8481092.000000 Penalty: 5319.918945
	Iteration 83Q: 3 clusters Score -8481092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -8481092.000000 Penalty: 5319.918945
	Iteration 84Q: 3 clusters Score -8481092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -8481091.000000 Penalty: 5319.918945
	Iteration 85Q: 3 clusters Score -8481091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -8481091.000000 Penalty: 5319.918945
	Iteration 86F: 3 clusters Score -8481091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Entering Unmasked Estep 
Score: -9735768.000000 Penalty: 2693.284424
	Iteration 0F: 2 clusters Score -9735768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -9703957.000000 Penalty: 5386.568848
	Iteration 0F: 3 clusters Score -9703957 nChanged 24167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -9717421.000000 Penalty: 5386.568848
	Iteration 1F: 3 clusters Score -9717421 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -9717951.000000 Penalty: 5386.568848
	Iteration 2Q: 3 clusters Score -9717951 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -9718479.000000 Penalty: 5386.568848
	Iteration 3Q: 3 clusters Score -9718479 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -9719087.000000 Penalty: 5386.568848
	Iteration 4Q: 3 clusters Score -9719087 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -9719797.000000 Penalty: 5386.568848
	Iteration 5Q: 3 clusters Score -9719797 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -9720881.000000 Penalty: 5386.568848
	Iteration 6Q: 3 clusters Score -9720881 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -9722449.000000 Penalty: 5386.568848
	Iteration 7F: 3 clusters Score -9722449 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -9724714.000000 Penalty: 5386.568848
	Iteration 8F: 3 clusters Score -9724714 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -9727304.000000 Penalty: 5386.568848
	Iteration 9F: 3 clusters Score -9727304 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -9729584.000000 Penalty: 5386.568848
	Iteration 10F: 3 clusters Score -9729584 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -9730909.000000 Penalty: 5386.568848
	Iteration 11Q: 3 clusters Score -9730909 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -9731651.000000 Penalty: 5386.568848
	Iteration 12Q: 3 clusters Score -9731651 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -9732079.000000 Penalty: 5386.568848
	Iteration 13Q: 3 clusters Score -9732079 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -9732375.000000 Penalty: 5386.568848
	Iteration 14Q: 3 clusters Score -9732375 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -9732713.000000 Penalty: 5386.568848
	Iteration 15Q: 3 clusters Score -9732713 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -9732921.000000 Penalty: 5386.568848
	Iteration 16Q: 3 clusters Score -9732921 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -9733087.000000 Penalty: 5386.568848
	Iteration 17Q: 3 clusters Score -9733087 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -9733265.000000 Penalty: 5386.568848
	Iteration 18Q: 3 clusters Score -9733265 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -9733438.000000 Penalty: 5386.568848
	Iteration 19Q: 3 clusters Score -9733438 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -9733545.000000 Penalty: 5386.568848
	Iteration 20F: 3 clusters Score -9733545 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9733659 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9733743 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9733790 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9733836 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9733883 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -9733934.000000 Penalty: 5386.568848
	Iteration 26Q: 3 clusters Score -9733934 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9733982 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9733973 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -9733965.000000 Penalty: 5386.568848
	Iteration 29Q: 3 clusters Score -9733965 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -9733976.000000 Penalty: 5386.568848
	Iteration 30Q: 3 clusters Score -9733976 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -9734012.000000 Penalty: 5386.568848
	Iteration 31Q: 3 clusters Score -9734012 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -9734041.000000 Penalty: 5386.568848
	Iteration 32Q: 3 clusters Score -9734041 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -9734043.000000 Penalty: 5386.568848
	Iteration 33Q: 3 clusters Score -9734043 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -9734067.000000 Penalty: 5386.568848
	Iteration 34Q: 3 clusters Score -9734067 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9734082 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -9734106.000000 Penalty: 5386.568848
	Iteration 36Q: 3 clusters Score -9734106 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -9734112.000000 Penalty: 5386.568848
	Iteration 37Q: 3 clusters Score -9734112 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -9734103.000000 Penalty: 5386.568848
	Iteration 38Q: 3 clusters Score -9734103 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -9734110.000000 Penalty: 5386.568848
	Iteration 39Q: 3 clusters Score -9734110 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -9734161.000000 Penalty: 5386.568848
	Iteration 40F: 3 clusters Score -9734161 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -9734187.000000 Penalty: 5386.568848
	Iteration 41Q: 3 clusters Score -9734187 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -9734218.000000 Penalty: 5386.568848
	Iteration 42Q: 3 clusters Score -9734218 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -9734278.000000 Penalty: 5386.568848
	Iteration 43Q: 3 clusters Score -9734278 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -9734315.000000 Penalty: 5386.568848
	Iteration 44Q: 3 clusters Score -9734315 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -9734347.000000 Penalty: 5386.568848
	Iteration 45Q: 3 clusters Score -9734347 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -9734366.000000 Penalty: 5386.568848
	Iteration 46Q: 3 clusters Score -9734366 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -9734370.000000 Penalty: 5386.568848
	Iteration 47Q: 3 clusters Score -9734370 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -9734358.000000 Penalty: 5386.568848
	Iteration 48Q: 3 clusters Score -9734358 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -9734380.000000 Penalty: 5386.568848
	Iteration 49Q: 3 clusters Score -9734380 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -9734410.000000 Penalty: 5386.568848
	Iteration 50Q: 3 clusters Score -9734410 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -9734415.000000 Penalty: 5386.568848
	Iteration 51Q: 3 clusters Score -9734415 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -9734403.000000 Penalty: 5386.568848
	Iteration 52Q: 3 clusters Score -9734403 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9734404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -9734421.000000 Penalty: 5386.568848
	Iteration 54Q: 3 clusters Score -9734421 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -9734431.000000 Penalty: 5386.568848
	Iteration 55Q: 3 clusters Score -9734431 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -9734414.000000 Penalty: 5386.568848
	Iteration 56Q: 3 clusters Score -9734414 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -9734391.000000 Penalty: 5386.568848
	Iteration 57Q: 3 clusters Score -9734391 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -9734382.000000 Penalty: 5386.568848
	Iteration 58Q: 3 clusters Score -9734382 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -9734421.000000 Penalty: 5386.568848
	Iteration 59Q: 3 clusters Score -9734421 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -9734422.000000 Penalty: 5386.568848
	Iteration 60F: 3 clusters Score -9734422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -9734428.000000 Penalty: 5386.568848
	Iteration 61Q: 3 clusters Score -9734428 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -9734447.000000 Penalty: 5386.568848
	Iteration 62Q: 3 clusters Score -9734447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -9734452.000000 Penalty: 5386.568848
	Iteration 63Q: 3 clusters Score -9734452 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -9734473.000000 Penalty: 5386.568848
	Iteration 64Q: 3 clusters Score -9734473 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -9734505.000000 Penalty: 5386.568848
	Iteration 65Q: 3 clusters Score -9734505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -9734509.000000 Penalty: 5386.568848
	Iteration 66Q: 3 clusters Score -9734509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -9734500.000000 Penalty: 5386.568848
	Iteration 67Q: 3 clusters Score -9734500 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -9734487.000000 Penalty: 5386.568848
	Iteration 68Q: 3 clusters Score -9734487 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9734505 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -9734480.000000 Penalty: 5386.568848
	Iteration 70Q: 3 clusters Score -9734480 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9734494 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -9734474.000000 Penalty: 5386.568848
	Iteration 72Q: 3 clusters Score -9734474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -9734479.000000 Penalty: 5386.568848
	Iteration 73Q: 3 clusters Score -9734479 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9734473 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -9734455.000000 Penalty: 5386.568848
	Iteration 75Q: 3 clusters Score -9734455 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -9734448.000000 Penalty: 5386.568848
	Iteration 76Q: 3 clusters Score -9734448 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -9734450.000000 Penalty: 5386.568848
	Iteration 77Q: 3 clusters Score -9734450 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -9734444.000000 Penalty: 5386.568848
	Iteration 78Q: 3 clusters Score -9734444 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -9734438.000000 Penalty: 5386.568848
	Iteration 79Q: 3 clusters Score -9734438 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -9734424.000000 Penalty: 5386.568848
	Iteration 80F: 3 clusters Score -9734424 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -9734420.000000 Penalty: 5386.568848
	Iteration 81Q: 3 clusters Score -9734420 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9734438 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -9734464.000000 Penalty: 5386.568848
	Iteration 83Q: 3 clusters Score -9734464 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -9734505.000000 Penalty: 5386.568848
	Iteration 84Q: 3 clusters Score -9734505 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -9734493.000000 Penalty: 5386.568848
	Iteration 85Q: 3 clusters Score -9734493 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -9734482.000000 Penalty: 5386.568848
	Iteration 86Q: 3 clusters Score -9734482 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -9734479.000000 Penalty: 5386.568848
	Iteration 87Q: 3 clusters Score -9734479 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9734474 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -9734475.000000 Penalty: 5386.568848
	Iteration 89Q: 3 clusters Score -9734475 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -9734483.000000 Penalty: 5386.568848
	Iteration 90Q: 3 clusters Score -9734483 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -9734496.000000 Penalty: 5386.568848
	Iteration 91Q: 3 clusters Score -9734496 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -9734495.000000 Penalty: 5386.568848
	Iteration 92Q: 3 clusters Score -9734495 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -9734499.000000 Penalty: 5386.568848
	Iteration 93Q: 3 clusters Score -9734499 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9734493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -9734504.000000 Penalty: 5386.568848
	Iteration 95Q: 3 clusters Score -9734504 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -9734484.000000 Penalty: 5386.568848
	Iteration 96Q: 3 clusters Score -9734484 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -9734489.000000 Penalty: 5386.568848
	Iteration 97Q: 3 clusters Score -9734489 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -9734482.000000 Penalty: 5386.568848
	Iteration 98Q: 3 clusters Score -9734482 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -9734467.000000 Penalty: 5386.568848
	Iteration 99Q: 3 clusters Score -9734467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -9734491.000000 Penalty: 5386.568848
	Iteration 100F: 3 clusters Score -9734491 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -9734484.000000 Penalty: 5386.568848
	Iteration 101Q: 3 clusters Score -9734484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -9734492.000000 Penalty: 5386.568848
	Iteration 102Q: 3 clusters Score -9734492 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -9734483.000000 Penalty: 5386.568848
	Iteration 103Q: 3 clusters Score -9734483 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -9734496.000000 Penalty: 5386.568848
	Iteration 104Q: 3 clusters Score -9734496 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -9734492.000000 Penalty: 5386.568848
	Iteration 105Q: 3 clusters Score -9734492 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9734491 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -9734486.000000 Penalty: 5386.568848
	Iteration 107Q: 3 clusters Score -9734486 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -9734488.000000 Penalty: 5386.568848
	Iteration 108Q: 3 clusters Score -9734488 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -9734485.000000 Penalty: 5386.568848
	Iteration 109Q: 3 clusters Score -9734485 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9734491 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -9734498.000000 Penalty: 5386.568848
	Iteration 111Q: 3 clusters Score -9734498 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -9734502.000000 Penalty: 5386.568848
	Iteration 112Q: 3 clusters Score -9734502 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -9734494.000000 Penalty: 5386.568848
	Iteration 113Q: 3 clusters Score -9734494 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -9734486.000000 Penalty: 5386.568848
	Iteration 114Q: 3 clusters Score -9734486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -9734484.000000 Penalty: 5386.568848
	Iteration 115Q: 3 clusters Score -9734484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -9734488.000000 Penalty: 5386.568848
	Iteration 116Q: 3 clusters Score -9734488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -9734486.000000 Penalty: 5386.568848
	Iteration 117Q: 3 clusters Score -9734486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -9734482.000000 Penalty: 5386.568848
	Iteration 118Q: 3 clusters Score -9734482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -9734488.000000 Penalty: 5386.568848
	Iteration 119Q: 3 clusters Score -9734488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -9734488.000000 Penalty: 5386.568848
	Iteration 120F: 3 clusters Score -9734488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -203575.187500 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -203575.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -201479.171875 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -201479.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -201908.843750 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -201908.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -202118.203125 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -202118.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -202287.718750 Penalty: 3541.271484
	Iteration 3F: 3 clusters Score -202287.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -202382.843750 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -202382.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -202482.781250 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -202482.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -202581.281250 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -202581.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -202660.687500 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -202660.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -202727.796875 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -202727.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -202774.093750 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -202774.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -202820.046875 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -202820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -202861.828125 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -202861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -202873.375000 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -202873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -202881.734375 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -202881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -202886.421875 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -202886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -202888.656250 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -202888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -202891.906250 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -202891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -202892.937500 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -202892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -202893.546875 Penalty: 3541.271484
	Iteration 18Q: 3 clusters Score -202893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -202894.640625 Penalty: 3541.271484
	Iteration 19F: 3 clusters Score -202894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -202902.968750 Penalty: 3541.271484
	Iteration 20F: 3 clusters Score -202903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -202906.906250 Penalty: 3541.271484
	Iteration 21Q: 3 clusters Score -202906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -202908.328125 Penalty: 3541.271484
	Iteration 22Q: 3 clusters Score -202908.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -202908.328125 Penalty: 3541.271484
	Iteration 23F: 3 clusters Score -202908.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -51528.132812 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -51528.13 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 150 members 
Entering Unmasked Estep 
Score: -50235.636719 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -50235.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50357.292969 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -50357.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50412.480469 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -50412.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50431.156250 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -50431.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50431.156250 Penalty: 2843.737305
	Iteration 4F: 3 clusters Score -50431.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -8342745.500000 Penalty: 2655.865967
	Iteration 0F: 2 clusters Score -8342746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -8312890.000000 Penalty: 5311.731934
	Iteration 0F: 3 clusters Score -8312890 nChanged 20424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -8324209.000000 Penalty: 5311.731934
	Iteration 1F: 3 clusters Score -8324209 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -8324745.000000 Penalty: 5311.731934
	Iteration 2Q: 3 clusters Score -8324745 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -8325321.000000 Penalty: 5311.731934
	Iteration 3Q: 3 clusters Score -8325321 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -8325978.000000 Penalty: 5311.731934
	Iteration 4Q: 3 clusters Score -8325978 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -8326888.000000 Penalty: 5311.731934
	Iteration 5Q: 3 clusters Score -8326888 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -8328314.500000 Penalty: 5311.731934
	Iteration 6F: 3 clusters Score -8328314 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -8330206.000000 Penalty: 5311.731934
	Iteration 7F: 3 clusters Score -8330206 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -8332276.000000 Penalty: 5311.731934
	Iteration 8F: 3 clusters Score -8332276 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -8334220.000000 Penalty: 5311.731934
	Iteration 9F: 3 clusters Score -8334220 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -8335718.000000 Penalty: 5311.731934
	Iteration 10Q: 3 clusters Score -8335718 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -8336803.000000 Penalty: 5311.731934
	Iteration 11Q: 3 clusters Score -8336803 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -8337441.000000 Penalty: 5311.731934
	Iteration 12Q: 3 clusters Score -8337441 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -8337931.000000 Penalty: 5311.731934
	Iteration 13Q: 3 clusters Score -8337931 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -8338269.500000 Penalty: 5311.731934
	Iteration 14Q: 3 clusters Score -8338270 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -8338567.500000 Penalty: 5311.731934
	Iteration 15Q: 3 clusters Score -8338568 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -8338895.500000 Penalty: 5311.731934
	Iteration 16Q: 3 clusters Score -8338896 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -8339173.500000 Penalty: 5311.731934
	Iteration 17Q: 3 clusters Score -8339174 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -8339385.000000 Penalty: 5311.731934
	Iteration 18Q: 3 clusters Score -8339385 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -8339597.500000 Penalty: 5311.731934
	Iteration 19Q: 3 clusters Score -8339598 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -8339775.500000 Penalty: 5311.731934
	Iteration 20F: 3 clusters Score -8339776 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -8339890.000000 Penalty: 5311.731934
	Iteration 21Q: 3 clusters Score -8339890 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -8339981.500000 Penalty: 5311.731934
	Iteration 22Q: 3 clusters Score -8339982 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -8340080.000000 Penalty: 5311.731934
	Iteration 23Q: 3 clusters Score -8340080 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8340164.500000 Penalty: 5311.731934
	Iteration 24Q: 3 clusters Score -8340164 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -8340229.500000 Penalty: 5311.731934
	Iteration 25Q: 3 clusters Score -8340230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8340270.000000 Penalty: 5311.731934
	Iteration 26Q: 3 clusters Score -8340270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -8340319.000000 Penalty: 5311.731934
	Iteration 27Q: 3 clusters Score -8340319 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8340352.500000 Penalty: 5311.731934
	Iteration 28Q: 3 clusters Score -8340352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -8340387.500000 Penalty: 5311.731934
	Iteration 29Q: 3 clusters Score -8340388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -8340396.500000 Penalty: 5311.731934
	Iteration 30Q: 3 clusters Score -8340396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -8340411.000000 Penalty: 5311.731934
	Iteration 31Q: 3 clusters Score -8340411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8340423.000000 Penalty: 5311.731934
	Iteration 32Q: 3 clusters Score -8340423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8340433.500000 Penalty: 5311.731934
	Iteration 33Q: 3 clusters Score -8340434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8340449.000000 Penalty: 5311.731934
	Iteration 34Q: 3 clusters Score -8340449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -8340460.000000 Penalty: 5311.731934
	Iteration 35Q: 3 clusters Score -8340460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -8340451.000000 Penalty: 5311.731934
	Iteration 36Q: 3 clusters Score -8340451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -8340451.500000 Penalty: 5311.731934
	Iteration 37Q: 3 clusters Score -8340452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -8340452.000000 Penalty: 5311.731934
	Iteration 38Q: 3 clusters Score -8340452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -8340457.000000 Penalty: 5311.731934
	Iteration 39Q: 3 clusters Score -8340457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -8340455.000000 Penalty: 5311.731934
	Iteration 40F: 3 clusters Score -8340455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -8340458.500000 Penalty: 5311.731934
	Iteration 41Q: 3 clusters Score -8340458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8340459.000000 Penalty: 5311.731934
	Iteration 42Q: 3 clusters Score -8340459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -8340454.000000 Penalty: 5311.731934
	Iteration 43Q: 3 clusters Score -8340454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -8340452.000000 Penalty: 5311.731934
	Iteration 44Q: 3 clusters Score -8340452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8340450.000000 Penalty: 5311.731934
	Iteration 45Q: 3 clusters Score -8340450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8340447.500000 Penalty: 5311.731934
	Iteration 46Q: 3 clusters Score -8340448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8340462.000000 Penalty: 5311.731934
	Iteration 47Q: 3 clusters Score -8340462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8340463.500000 Penalty: 5311.731934
	Iteration 48Q: 3 clusters Score -8340464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -8340460.000000 Penalty: 5311.731934
	Iteration 49Q: 3 clusters Score -8340460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -8340457.000000 Penalty: 5311.731934
	Iteration 50Q: 3 clusters Score -8340457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -8340459.500000 Penalty: 5311.731934
	Iteration 51Q: 3 clusters Score -8340460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8340461.000000 Penalty: 5311.731934
	Iteration 52Q: 3 clusters Score -8340461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -8340461.500000 Penalty: 5311.731934
	Iteration 53Q: 3 clusters Score -8340462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8340457.500000 Penalty: 5311.731934
	Iteration 54Q: 3 clusters Score -8340458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -8340467.000000 Penalty: 5311.731934
	Iteration 55Q: 3 clusters Score -8340467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -8340467.000000 Penalty: 5311.731934
	Iteration 56F: 3 clusters Score -8340467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26795.060547 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -26795.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25652.636719 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -25652.64 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25966.976562 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -25966.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26022.906250 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -26022.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26044.648438 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -26044.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26059.640625 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -26059.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26070.832031 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -26070.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26092.904297 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -26092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26095.060547 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -26095.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26100.951172 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -26100.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26104.390625 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -26104.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26105.748047 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -26105.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26105.748047 Penalty: 2885.287109
	Iteration 11F: 3 clusters Score -26105.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Entering Unmasked Estep 
Score: -1470417.000000 Penalty: 2225.233887
	Iteration 0F: 2 clusters Score -1470417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1464067.500000 Penalty: 4450.467773
	Iteration 0F: 3 clusters Score -1464068 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1465735.375000 Penalty: 4450.467773
	Iteration 1F: 3 clusters Score -1465735 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1465990.125000 Penalty: 4450.467773
	Iteration 2F: 3 clusters Score -1465990 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1466151.375000 Penalty: 4450.467773
	Iteration 3Q: 3 clusters Score -1466151 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1466288.875000 Penalty: 4450.467773
	Iteration 4Q: 3 clusters Score -1466289 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1466414.000000 Penalty: 4450.467773
	Iteration 5Q: 3 clusters Score -1466414 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1466553.500000 Penalty: 4450.467773
	Iteration 6Q: 3 clusters Score -1466554 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1466700.125000 Penalty: 4450.467773
	Iteration 7Q: 3 clusters Score -1466700 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1466877.000000 Penalty: 4450.467773
	Iteration 8Q: 3 clusters Score -1466877 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1467071.625000 Penalty: 4450.467773
	Iteration 9Q: 3 clusters Score -1467072 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1467281.875000 Penalty: 4450.467773
	Iteration 10Q: 3 clusters Score -1467282 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1467517.125000 Penalty: 4450.467773
	Iteration 11Q: 3 clusters Score -1467517 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1467749.250000 Penalty: 4450.467773
	Iteration 12Q: 3 clusters Score -1467749 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1467972.625000 Penalty: 4450.467773
	Iteration 13Q: 3 clusters Score -1467973 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1468165.000000 Penalty: 4450.467773
	Iteration 14Q: 3 clusters Score -1468165 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1468284.250000 Penalty: 4450.467773
	Iteration 15Q: 3 clusters Score -1468284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1468373.750000 Penalty: 4450.467773
	Iteration 16Q: 3 clusters Score -1468374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1468449.125000 Penalty: 4450.467773
	Iteration 17Q: 3 clusters Score -1468449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1468501.000000 Penalty: 4450.467773
	Iteration 18Q: 3 clusters Score -1468501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1468531.875000 Penalty: 4450.467773
	Iteration 19Q: 3 clusters Score -1468532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1468551.750000 Penalty: 4450.467773
	Iteration 20F: 3 clusters Score -1468552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1468563.625000 Penalty: 4450.467773
	Iteration 21Q: 3 clusters Score -1468564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1468573.750000 Penalty: 4450.467773
	Iteration 22Q: 3 clusters Score -1468574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1468580.500000 Penalty: 4450.467773
	Iteration 23Q: 3 clusters Score -1468580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1468585.875000 Penalty: 4450.467773
	Iteration 24Q: 3 clusters Score -1468586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1468590.875000 Penalty: 4450.467773
	Iteration 25Q: 3 clusters Score -1468591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1468596.375000 Penalty: 4450.467773
	Iteration 26Q: 3 clusters Score -1468596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1468600.000000 Penalty: 4450.467773
	Iteration 27Q: 3 clusters Score -1468600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1468604.750000 Penalty: 4450.467773
	Iteration 28Q: 3 clusters Score -1468605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1468605.000000 Penalty: 4450.467773
	Iteration 29Q: 3 clusters Score -1468605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1468608.000000 Penalty: 4450.467773
	Iteration 30Q: 3 clusters Score -1468608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1468607.750000 Penalty: 4450.467773
	Iteration 31Q: 3 clusters Score -1468608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1468608.125000 Penalty: 4450.467773
	Iteration 32Q: 3 clusters Score -1468608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1468609.750000 Penalty: 4450.467773
	Iteration 33Q: 3 clusters Score -1468610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1468613.000000 Penalty: 4450.467773
	Iteration 34Q: 3 clusters Score -1468613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1468613.375000 Penalty: 4450.467773
	Iteration 35Q: 3 clusters Score -1468613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1468616.750000 Penalty: 4450.467773
	Iteration 36Q: 3 clusters Score -1468617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1468618.375000 Penalty: 4450.467773
	Iteration 37Q: 3 clusters Score -1468618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1468618.750000 Penalty: 4450.467773
	Iteration 38Q: 3 clusters Score -1468619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1468618.750000 Penalty: 4450.467773
	Iteration 39F: 3 clusters Score -1468619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Entering Unmasked Estep 
Score: -3262456.000000 Penalty: 2420.227539
	Iteration 0F: 2 clusters Score -3262456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3250037.500000 Penalty: 4840.455078
	Iteration 0F: 3 clusters Score -3250038 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3254086.000000 Penalty: 4840.455078
	Iteration 1F: 3 clusters Score -3254086 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3254450.500000 Penalty: 4840.455078
	Iteration 2F: 3 clusters Score -3254450 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3254743.500000 Penalty: 4840.455078
	Iteration 3Q: 3 clusters Score -3254744 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3254964.000000 Penalty: 4840.455078
	Iteration 4Q: 3 clusters Score -3254964 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3255179.500000 Penalty: 4840.455078
	Iteration 5Q: 3 clusters Score -3255180 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3255421.250000 Penalty: 4840.455078
	Iteration 6Q: 3 clusters Score -3255421 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3255726.000000 Penalty: 4840.455078
	Iteration 7Q: 3 clusters Score -3255726 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3256144.500000 Penalty: 4840.455078
	Iteration 8Q: 3 clusters Score -3256144 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3256661.750000 Penalty: 4840.455078
	Iteration 9F: 3 clusters Score -3256662 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3257309.750000 Penalty: 4840.455078
	Iteration 10F: 3 clusters Score -3257310 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3258016.750000 Penalty: 4840.455078
	Iteration 11F: 3 clusters Score -3258017 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3258762.750000 Penalty: 4840.455078
	Iteration 12Q: 3 clusters Score -3258763 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3259395.500000 Penalty: 4840.455078
	Iteration 13Q: 3 clusters Score -3259396 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3259762.000000 Penalty: 4840.455078
	Iteration 14Q: 3 clusters Score -3259762 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3259988.500000 Penalty: 4840.455078
	Iteration 15Q: 3 clusters Score -3259988 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3260109.500000 Penalty: 4840.455078
	Iteration 16Q: 3 clusters Score -3260110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3260169.750000 Penalty: 4840.455078
	Iteration 17Q: 3 clusters Score -3260170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3260201.750000 Penalty: 4840.455078
	Iteration 18Q: 3 clusters Score -3260202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3260232.500000 Penalty: 4840.455078
	Iteration 19Q: 3 clusters Score -3260232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3260251.000000 Penalty: 4840.455078
	Iteration 20F: 3 clusters Score -3260251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3260265.750000 Penalty: 4840.455078
	Iteration 21Q: 3 clusters Score -3260266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3260275.500000 Penalty: 4840.455078
	Iteration 22Q: 3 clusters Score -3260276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3260288.500000 Penalty: 4840.455078
	Iteration 23Q: 3 clusters Score -3260288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3260293.000000 Penalty: 4840.455078
	Iteration 24Q: 3 clusters Score -3260293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3260300.250000 Penalty: 4840.455078
	Iteration 25Q: 3 clusters Score -3260300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3260307.500000 Penalty: 4840.455078
	Iteration 26Q: 3 clusters Score -3260308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3260317.500000 Penalty: 4840.455078
	Iteration 27Q: 3 clusters Score -3260318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3260320.750000 Penalty: 4840.455078
	Iteration 28Q: 3 clusters Score -3260321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3260321.000000 Penalty: 4840.455078
	Iteration 29Q: 3 clusters Score -3260321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3260322.000000 Penalty: 4840.455078
	Iteration 30Q: 3 clusters Score -3260322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3260324.500000 Penalty: 4840.455078
	Iteration 31Q: 3 clusters Score -3260324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3260332.750000 Penalty: 4840.455078
	Iteration 32Q: 3 clusters Score -3260333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3260342.000000 Penalty: 4840.455078
	Iteration 33Q: 3 clusters Score -3260342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3260346.750000 Penalty: 4840.455078
	Iteration 34Q: 3 clusters Score -3260347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3260346.750000 Penalty: 4840.455078
	Iteration 35Q: 3 clusters Score -3260347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3260346.750000 Penalty: 4840.455078
	Iteration 36F: 3 clusters Score -3260347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -56234.574219 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -56234.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55015.027344 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -55015.03 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55682.128906 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -55682.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55985.000000 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -55985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56148.003906 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -56148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56250.304688 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -56250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56351.968750 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -56351.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56404.312500 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -56404.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56501.011719 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -56501.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56576.617188 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -56576.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56613.054688 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -56613.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56614.761719 Penalty: 2971.766357
	Iteration 10F: 3 clusters Score -56614.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56649.515625 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -56649.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56743.652344 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -56743.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56763.085938 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -56763.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56799.449219 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -56799.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56806.191406 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -56806.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56806.191406 Penalty: 2971.766357
	Iteration 16F: 3 clusters Score -56806.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 52053 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44763 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7885 members 
Mstep: Class 8 contains 17309 members 
Mstep: Class 9 contains 149 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37065 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49176 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51731 members 
Mstep: Class 19 contains 33055 members 
Mstep: Class 20 contains 47254 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 37152 members 
Mstep: Class 23 contains 29535 members 
Mstep: Class 24 contains 34825 members 
Mstep: Class 25 contains 47457 members 
Mstep: Class 26 contains 52628 members 
Mstep: Class 27 contains 251 members 
Entering Unmasked Estep 
Score: -110186408.000000 Penalty: 89117.335938
Splitting cluster 9 changes total score from -110187448.000000 to -110186408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -57477.996094 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -57478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56048.382812 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -56048.38 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56405.480469 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -56405.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56548.253906 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -56548.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56632.906250 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -56632.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56668.585938 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -56668.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56691.535156 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -56691.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56700.320312 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -56700.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56712.921875 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -56712.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56759.296875 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -56759.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56816.136719 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -56816.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56834.050781 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -56834.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56835.707031 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -56835.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56836.070312 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -56836.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56836.070312 Penalty: 3101.899170
	Iteration 13F: 3 clusters Score -56836.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Entering Unmasked Estep 
Score: -6900815.500000 Penalty: 2609.066406
	Iteration 0F: 2 clusters Score -6900816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -6875688.000000 Penalty: 5218.132812
	Iteration 0F: 3 clusters Score -6875688 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -6884877.000000 Penalty: 5218.132812
	Iteration 1F: 3 clusters Score -6884877 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -6885444.000000 Penalty: 5218.132812
	Iteration 2Q: 3 clusters Score -6885444 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -6885926.500000 Penalty: 5218.132812
	Iteration 3Q: 3 clusters Score -6885926 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -6886499.500000 Penalty: 5218.132812
	Iteration 4Q: 3 clusters Score -6886500 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -6887300.000000 Penalty: 5218.132812
	Iteration 5Q: 3 clusters Score -6887300 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -6888360.000000 Penalty: 5218.132812
	Iteration 6F: 3 clusters Score -6888360 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -6889851.500000 Penalty: 5218.132812
	Iteration 7F: 3 clusters Score -6889852 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -6891773.500000 Penalty: 5218.132812
	Iteration 8F: 3 clusters Score -6891774 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -6893908.000000 Penalty: 5218.132812
	Iteration 9F: 3 clusters Score -6893908 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -6895929.000000 Penalty: 5218.132812
	Iteration 10F: 3 clusters Score -6895929 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -6897212.000000 Penalty: 5218.132812
	Iteration 11Q: 3 clusters Score -6897212 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -6897895.500000 Penalty: 5218.132812
	Iteration 12Q: 3 clusters Score -6897896 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -6898283.000000 Penalty: 5218.132812
	Iteration 13Q: 3 clusters Score -6898283 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6898489.000000 Penalty: 5218.132812
	Iteration 14Q: 3 clusters Score -6898489 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6898651.000000 Penalty: 5218.132812
	Iteration 15Q: 3 clusters Score -6898651 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -6898758.000000 Penalty: 5218.132812
	Iteration 16Q: 3 clusters Score -6898758 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -6898799.500000 Penalty: 5218.132812
	Iteration 17Q: 3 clusters Score -6898800 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6898857.500000 Penalty: 5218.132812
	Iteration 18Q: 3 clusters Score -6898858 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6898908.500000 Penalty: 5218.132812
	Iteration 19Q: 3 clusters Score -6898908 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6898945.500000 Penalty: 5218.132812
	Iteration 20F: 3 clusters Score -6898946 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6898987.500000 Penalty: 5218.132812
	Iteration 21Q: 3 clusters Score -6898988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6899006.000000 Penalty: 5218.132812
	Iteration 22Q: 3 clusters Score -6899006 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6899032.000000 Penalty: 5218.132812
	Iteration 23Q: 3 clusters Score -6899032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6899034.500000 Penalty: 5218.132812
	Iteration 24Q: 3 clusters Score -6899034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6899028.500000 Penalty: 5218.132812
	Iteration 25Q: 3 clusters Score -6899028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6899042.500000 Penalty: 5218.132812
	Iteration 26Q: 3 clusters Score -6899042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6899056.000000 Penalty: 5218.132812
	Iteration 27Q: 3 clusters Score -6899056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6899063.500000 Penalty: 5218.132812
	Iteration 28Q: 3 clusters Score -6899064 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6899086.500000 Penalty: 5218.132812
	Iteration 29Q: 3 clusters Score -6899086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6899072.000000 Penalty: 5218.132812
	Iteration 30Q: 3 clusters Score -6899072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6899079.000000 Penalty: 5218.132812
	Iteration 31Q: 3 clusters Score -6899079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6899081.500000 Penalty: 5218.132812
	Iteration 32Q: 3 clusters Score -6899082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6899091.000000 Penalty: 5218.132812
	Iteration 33Q: 3 clusters Score -6899091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6899073.500000 Penalty: 5218.132812
	Iteration 34Q: 3 clusters Score -6899074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6899088.500000 Penalty: 5218.132812
	Iteration 35Q: 3 clusters Score -6899088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6899087.000000 Penalty: 5218.132812
	Iteration 36Q: 3 clusters Score -6899087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6899091.500000 Penalty: 5218.132812
	Iteration 37Q: 3 clusters Score -6899092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6899102.000000 Penalty: 5218.132812
	Iteration 38Q: 3 clusters Score -6899102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6899103.000000 Penalty: 5218.132812
	Iteration 39Q: 3 clusters Score -6899103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6899102.500000 Penalty: 5218.132812
	Iteration 40F: 3 clusters Score -6899102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6899090.000000 Penalty: 5218.132812
	Iteration 41Q: 3 clusters Score -6899090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6899080.500000 Penalty: 5218.132812
	Iteration 42Q: 3 clusters Score -6899080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6899086.000000 Penalty: 5218.132812
	Iteration 43Q: 3 clusters Score -6899086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6899095.000000 Penalty: 5218.132812
	Iteration 44Q: 3 clusters Score -6899095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6899084.500000 Penalty: 5218.132812
	Iteration 45Q: 3 clusters Score -6899084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6899086.000000 Penalty: 5218.132812
	Iteration 46Q: 3 clusters Score -6899086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6899083.500000 Penalty: 5218.132812
	Iteration 47Q: 3 clusters Score -6899084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6899083.000000 Penalty: 5218.132812
	Iteration 48Q: 3 clusters Score -6899083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6899080.000000 Penalty: 5218.132812
	Iteration 49Q: 3 clusters Score -6899080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6899080.500000 Penalty: 5218.132812
	Iteration 50Q: 3 clusters Score -6899080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6899080.000000 Penalty: 5218.132812
	Iteration 51Q: 3 clusters Score -6899080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6899081.000000 Penalty: 5218.132812
	Iteration 52Q: 3 clusters Score -6899081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6899075.500000 Penalty: 5218.132812
	Iteration 53Q: 3 clusters Score -6899076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6899083.000000 Penalty: 5218.132812
	Iteration 54Q: 3 clusters Score -6899083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6899081.000000 Penalty: 5218.132812
	Iteration 55Q: 3 clusters Score -6899081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6899079.500000 Penalty: 5218.132812
	Iteration 56Q: 3 clusters Score -6899080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6899075.000000 Penalty: 5218.132812
	Iteration 57Q: 3 clusters Score -6899075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6899080.000000 Penalty: 5218.132812
	Iteration 58Q: 3 clusters Score -6899080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6899077.500000 Penalty: 5218.132812
	Iteration 59Q: 3 clusters Score -6899078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6899075.500000 Penalty: 5218.132812
	Iteration 60F: 3 clusters Score -6899076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6899092.500000 Penalty: 5218.132812
	Iteration 61Q: 3 clusters Score -6899092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6899094.500000 Penalty: 5218.132812
	Iteration 62Q: 3 clusters Score -6899094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6899101.000000 Penalty: 5218.132812
	Iteration 63Q: 3 clusters Score -6899101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6899097.000000 Penalty: 5218.132812
	Iteration 64Q: 3 clusters Score -6899097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6899095.000000 Penalty: 5218.132812
	Iteration 65Q: 3 clusters Score -6899095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6899102.000000 Penalty: 5218.132812
	Iteration 66Q: 3 clusters Score -6899102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6899112.500000 Penalty: 5218.132812
	Iteration 67Q: 3 clusters Score -6899112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6899110.000000 Penalty: 5218.132812
	Iteration 68Q: 3 clusters Score -6899110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6899110.500000 Penalty: 5218.132812
	Iteration 69Q: 3 clusters Score -6899110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6899107.500000 Penalty: 5218.132812
	Iteration 70Q: 3 clusters Score -6899108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6899113.000000 Penalty: 5218.132812
	Iteration 71Q: 3 clusters Score -6899113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6899110.500000 Penalty: 5218.132812
	Iteration 72Q: 3 clusters Score -6899110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6899115.500000 Penalty: 5218.132812
	Iteration 73Q: 3 clusters Score -6899116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6899113.500000 Penalty: 5218.132812
	Iteration 74Q: 3 clusters Score -6899114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6899112.500000 Penalty: 5218.132812
	Iteration 75Q: 3 clusters Score -6899112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6899117.000000 Penalty: 5218.132812
	Iteration 76Q: 3 clusters Score -6899117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6899118.000000 Penalty: 5218.132812
	Iteration 77Q: 3 clusters Score -6899118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6899115.000000 Penalty: 5218.132812
	Iteration 78Q: 3 clusters Score -6899115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6899111.000000 Penalty: 5218.132812
	Iteration 79Q: 3 clusters Score -6899111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6899115.000000 Penalty: 5218.132812
	Iteration 80F: 3 clusters Score -6899115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6899115.500000 Penalty: 5218.132812
	Iteration 81Q: 3 clusters Score -6899116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6899113.500000 Penalty: 5218.132812
	Iteration 82Q: 3 clusters Score -6899114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6899113.000000 Penalty: 5218.132812
	Iteration 83Q: 3 clusters Score -6899113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6899112.000000 Penalty: 5218.132812
	Iteration 84Q: 3 clusters Score -6899112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6899118.500000 Penalty: 5218.132812
	Iteration 85Q: 3 clusters Score -6899118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6899122.000000 Penalty: 5218.132812
	Iteration 86Q: 3 clusters Score -6899122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6899119.000000 Penalty: 5218.132812
	Iteration 87Q: 3 clusters Score -6899119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6899119.000000 Penalty: 5218.132812
	Iteration 88Q: 3 clusters Score -6899119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6899118.000000 Penalty: 5218.132812
	Iteration 89Q: 3 clusters Score -6899118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6899118.000000 Penalty: 5218.132812
	Iteration 90F: 3 clusters Score -6899118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -1287511.625000 Penalty: 2191.960693
	Iteration 0F: 2 clusters Score -1287512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1281747.250000 Penalty: 4383.921387
	Iteration 0F: 3 clusters Score -1281747 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1283289.750000 Penalty: 4383.921387
	Iteration 1F: 3 clusters Score -1283290 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1283548.375000 Penalty: 4383.921387
	Iteration 2F: 3 clusters Score -1283548 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1283701.625000 Penalty: 4383.921387
	Iteration 3Q: 3 clusters Score -1283702 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1283801.625000 Penalty: 4383.921387
	Iteration 4Q: 3 clusters Score -1283802 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1283891.125000 Penalty: 4383.921387
	Iteration 5Q: 3 clusters Score -1283891 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1283965.875000 Penalty: 4383.921387
	Iteration 6Q: 3 clusters Score -1283966 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1284037.500000 Penalty: 4383.921387
	Iteration 7Q: 3 clusters Score -1284038 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1284107.000000 Penalty: 4383.921387
	Iteration 8Q: 3 clusters Score -1284107 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1284170.125000 Penalty: 4383.921387
	Iteration 9Q: 3 clusters Score -1284170 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1284250.750000 Penalty: 4383.921387
	Iteration 10Q: 3 clusters Score -1284251 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1284348.625000 Penalty: 4383.921387
	Iteration 11Q: 3 clusters Score -1284349 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1284461.625000 Penalty: 4383.921387
	Iteration 12Q: 3 clusters Score -1284462 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1284578.375000 Penalty: 4383.921387
	Iteration 13Q: 3 clusters Score -1284578 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1284718.000000 Penalty: 4383.921387
	Iteration 14Q: 3 clusters Score -1284718 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1284845.750000 Penalty: 4383.921387
	Iteration 15Q: 3 clusters Score -1284846 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1284942.875000 Penalty: 4383.921387
	Iteration 16Q: 3 clusters Score -1284943 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1285033.500000 Penalty: 4383.921387
	Iteration 17Q: 3 clusters Score -1285034 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1285138.375000 Penalty: 4383.921387
	Iteration 18Q: 3 clusters Score -1285138 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1285238.625000 Penalty: 4383.921387
	Iteration 19Q: 3 clusters Score -1285239 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1285322.500000 Penalty: 4383.921387
	Iteration 20F: 3 clusters Score -1285322 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1285387.750000 Penalty: 4383.921387
	Iteration 21Q: 3 clusters Score -1285388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1285437.875000 Penalty: 4383.921387
	Iteration 22Q: 3 clusters Score -1285438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1285481.500000 Penalty: 4383.921387
	Iteration 23Q: 3 clusters Score -1285482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1285506.875000 Penalty: 4383.921387
	Iteration 24Q: 3 clusters Score -1285507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1285529.000000 Penalty: 4383.921387
	Iteration 25Q: 3 clusters Score -1285529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1285548.375000 Penalty: 4383.921387
	Iteration 26Q: 3 clusters Score -1285548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1285569.000000 Penalty: 4383.921387
	Iteration 27Q: 3 clusters Score -1285569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1285587.375000 Penalty: 4383.921387
	Iteration 28Q: 3 clusters Score -1285587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1285603.000000 Penalty: 4383.921387
	Iteration 29Q: 3 clusters Score -1285603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1285608.125000 Penalty: 4383.921387
	Iteration 30Q: 3 clusters Score -1285608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1285616.250000 Penalty: 4383.921387
	Iteration 31Q: 3 clusters Score -1285616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1285620.125000 Penalty: 4383.921387
	Iteration 32Q: 3 clusters Score -1285620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1285621.250000 Penalty: 4383.921387
	Iteration 33Q: 3 clusters Score -1285621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1285622.250000 Penalty: 4383.921387
	Iteration 34Q: 3 clusters Score -1285622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1285622.250000 Penalty: 4383.921387
	Iteration 35Q: 3 clusters Score -1285622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1285624.125000 Penalty: 4383.921387
	Iteration 36Q: 3 clusters Score -1285624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1285625.000000 Penalty: 4383.921387
	Iteration 37Q: 3 clusters Score -1285625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1285627.125000 Penalty: 4383.921387
	Iteration 38Q: 3 clusters Score -1285627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1285628.500000 Penalty: 4383.921387
	Iteration 39Q: 3 clusters Score -1285628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1285628.625000 Penalty: 4383.921387
	Iteration 40F: 3 clusters Score -1285629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1285631.875000 Penalty: 4383.921387
	Iteration 41Q: 3 clusters Score -1285632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1285631.875000 Penalty: 4383.921387
	Iteration 42Q: 3 clusters Score -1285632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1285631.500000 Penalty: 4383.921387
	Iteration 43Q: 3 clusters Score -1285632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1285631.500000 Penalty: 4383.921387
	Iteration 44F: 3 clusters Score -1285632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -77985.750000 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -77985.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -76536.085938 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -76536.09 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76758.867188 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -76758.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76915.492188 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -76915.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77024.820312 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -77024.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -77086.812500 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -77086.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -77145.976562 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -77145.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -77182.617188 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -77182.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -77230.125000 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -77230.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77267.554688 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -77267.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -77282.164062 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -77282.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77290.210938 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -77290.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77290.210938 Penalty: 3049.640381
	Iteration 11F: 3 clusters Score -77290.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Entering Unmasked Estep 
Score: -9208456.000000 Penalty: 2679.183838
	Iteration 0F: 2 clusters Score -9208456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -9176865.000000 Penalty: 5358.367676
	Iteration 0F: 3 clusters Score -9176865 nChanged 22632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -9189233.000000 Penalty: 5358.367676
	Iteration 1F: 3 clusters Score -9189233 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -9189702.000000 Penalty: 5358.367676
	Iteration 2Q: 3 clusters Score -9189702 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -9190106.000000 Penalty: 5358.367676
	Iteration 3Q: 3 clusters Score -9190106 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -9190404.000000 Penalty: 5358.367676
	Iteration 4Q: 3 clusters Score -9190404 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -9190700.000000 Penalty: 5358.367676
	Iteration 5Q: 3 clusters Score -9190700 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -9190985.000000 Penalty: 5358.367676
	Iteration 6Q: 3 clusters Score -9190985 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -9191295.000000 Penalty: 5358.367676
	Iteration 7Q: 3 clusters Score -9191295 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -9191577.000000 Penalty: 5358.367676
	Iteration 8Q: 3 clusters Score -9191577 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -9192113.000000 Penalty: 5358.367676
	Iteration 9Q: 3 clusters Score -9192113 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -9193024.000000 Penalty: 5358.367676
	Iteration 10Q: 3 clusters Score -9193024 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -9194502.000000 Penalty: 5358.367676
	Iteration 11F: 3 clusters Score -9194502 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -9196605.000000 Penalty: 5358.367676
	Iteration 12F: 3 clusters Score -9196605 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -9198889.000000 Penalty: 5358.367676
	Iteration 13F: 3 clusters Score -9198889 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -9201237.000000 Penalty: 5358.367676
	Iteration 14F: 3 clusters Score -9201237 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -9203242.000000 Penalty: 5358.367676
	Iteration 15Q: 3 clusters Score -9203242 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -9204639.000000 Penalty: 5358.367676
	Iteration 16Q: 3 clusters Score -9204639 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9205423.000000 Penalty: 5358.367676
	Iteration 17Q: 3 clusters Score -9205423 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9205766.000000 Penalty: 5358.367676
	Iteration 18Q: 3 clusters Score -9205766 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9206004.000000 Penalty: 5358.367676
	Iteration 19Q: 3 clusters Score -9206004 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9206091.000000 Penalty: 5358.367676
	Iteration 20F: 3 clusters Score -9206091 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9206179.000000 Penalty: 5358.367676
	Iteration 21Q: 3 clusters Score -9206179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9206215.000000 Penalty: 5358.367676
	Iteration 22Q: 3 clusters Score -9206215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9206242.000000 Penalty: 5358.367676
	Iteration 23Q: 3 clusters Score -9206242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9206256.000000 Penalty: 5358.367676
	Iteration 24Q: 3 clusters Score -9206256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9206261.000000 Penalty: 5358.367676
	Iteration 25Q: 3 clusters Score -9206261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9206266.000000 Penalty: 5358.367676
	Iteration 26Q: 3 clusters Score -9206266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9206288.000000 Penalty: 5358.367676
	Iteration 27Q: 3 clusters Score -9206288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9206300.000000 Penalty: 5358.367676
	Iteration 28Q: 3 clusters Score -9206300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9206290.000000 Penalty: 5358.367676
	Iteration 29Q: 3 clusters Score -9206290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9206289.000000 Penalty: 5358.367676
	Iteration 30Q: 3 clusters Score -9206289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9206294.000000 Penalty: 5358.367676
	Iteration 31Q: 3 clusters Score -9206294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9206294.000000 Penalty: 5358.367676
	Iteration 32Q: 3 clusters Score -9206294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9206292.000000 Penalty: 5358.367676
	Iteration 33Q: 3 clusters Score -9206292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9206292.000000 Penalty: 5358.367676
	Iteration 34Q: 3 clusters Score -9206292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9206297.000000 Penalty: 5358.367676
	Iteration 35Q: 3 clusters Score -9206297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9206297.000000 Penalty: 5358.367676
	Iteration 36Q: 3 clusters Score -9206297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9206304.000000 Penalty: 5358.367676
	Iteration 37Q: 3 clusters Score -9206304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9206300.000000 Penalty: 5358.367676
	Iteration 38Q: 3 clusters Score -9206300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9206300.000000 Penalty: 5358.367676
	Iteration 39F: 3 clusters Score -9206300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -98260.304688 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -98260.3 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: -96660.859375 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -96660.86 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97085.562500 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -97085.56 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97242.671875 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -97242.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97287.031250 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -97287.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97332.796875 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -97332.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97347.117188 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -97347.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97359.445312 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -97359.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97362.117188 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -97362.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97364.257812 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -97364.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97367.906250 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -97367.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -97370.195312 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -97370.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97374.398438 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -97374.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97375.703125 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -97375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97376.890625 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -97376.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97377.703125 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -97377.7 nChanged 1
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: -97378.445312 Penalty: 3266.056396
	Iteration 15Q: 3 clusters Score -97378.45 nChanged 2
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: -97384.906250 Penalty: 3266.056396
	Iteration 16Q: 3 clusters Score -97384.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97392.085938 Penalty: 3266.056396
	Iteration 17Q: 3 clusters Score -97392.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97393.726562 Penalty: 3266.056396
	Iteration 18Q: 3 clusters Score -97393.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97395.148438 Penalty: 3266.056396
	Iteration 19Q: 3 clusters Score -97395.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97397.007812 Penalty: 3266.056396
	Iteration 20F: 3 clusters Score -97397.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97401.914062 Penalty: 3266.056396
	Iteration 21Q: 3 clusters Score -97401.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97408.039062 Penalty: 3266.056396
	Iteration 22Q: 3 clusters Score -97408.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97408.835938 Penalty: 3266.056396
	Iteration 23Q: 3 clusters Score -97408.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97408.835938 Penalty: 3266.056396
	Iteration 24F: 3 clusters Score -97408.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -451977.687500 Penalty: 1949.517090
	Iteration 0F: 2 clusters Score -451977.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -448976.687500 Penalty: 3899.034180
	Iteration 0F: 3 clusters Score -448976.7 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -449571.156250 Penalty: 3899.034180
	Iteration 1F: 3 clusters Score -449571.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -449778.718750 Penalty: 3899.034180
	Iteration 2F: 3 clusters Score -449778.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -449908.281250 Penalty: 3899.034180
	Iteration 3F: 3 clusters Score -449908.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -450013.593750 Penalty: 3899.034180
	Iteration 4Q: 3 clusters Score -450013.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -450097.750000 Penalty: 3899.034180
	Iteration 5Q: 3 clusters Score -450097.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -450179.218750 Penalty: 3899.034180
	Iteration 6Q: 3 clusters Score -450179.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -450250.250000 Penalty: 3899.034180
	Iteration 7Q: 3 clusters Score -450250.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -450301.875000 Penalty: 3899.034180
	Iteration 8Q: 3 clusters Score -450301.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -450343.437500 Penalty: 3899.034180
	Iteration 9Q: 3 clusters Score -450343.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -450369.937500 Penalty: 3899.034180
	Iteration 10Q: 3 clusters Score -450369.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -450399.343750 Penalty: 3899.034180
	Iteration 11Q: 3 clusters Score -450399.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -450421.156250 Penalty: 3899.034180
	Iteration 12Q: 3 clusters Score -450421.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -450439.531250 Penalty: 3899.034180
	Iteration 13Q: 3 clusters Score -450439.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -450454.375000 Penalty: 3899.034180
	Iteration 14Q: 3 clusters Score -450454.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -450467.187500 Penalty: 3899.034180
	Iteration 15Q: 3 clusters Score -450467.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -450482.406250 Penalty: 3899.034180
	Iteration 16Q: 3 clusters Score -450482.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -450487.000000 Penalty: 3899.034180
	Iteration 17Q: 3 clusters Score -450487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -450490.593750 Penalty: 3899.034180
	Iteration 18Q: 3 clusters Score -450490.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -450494.625000 Penalty: 3899.034180
	Iteration 19Q: 3 clusters Score -450494.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -450497.750000 Penalty: 3899.034180
	Iteration 20F: 3 clusters Score -450497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -450502.750000 Penalty: 3899.034180
	Iteration 21Q: 3 clusters Score -450502.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -450507.781250 Penalty: 3899.034180
	Iteration 22Q: 3 clusters Score -450507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -450508.656250 Penalty: 3899.034180
	Iteration 23Q: 3 clusters Score -450508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -450509.593750 Penalty: 3899.034180
	Iteration 24Q: 3 clusters Score -450509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -450509.593750 Penalty: 3899.034180
	Iteration 25F: 3 clusters Score -450509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -187591.359375 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -187591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -185590.484375 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -185590.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -185861.828125 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -185861.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -185969.953125 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -185970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -186029.218750 Penalty: 3460.268555
	Iteration 3Q: 3 clusters Score -186029.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -186057.296875 Penalty: 3460.268555
	Iteration 4Q: 3 clusters Score -186057.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -186085.125000 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -186085.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -186132.046875 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -186132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -186175.484375 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -186175.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -186197.171875 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -186197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -186211.703125 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -186211.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -186228.109375 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -186228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -186231.968750 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -186232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -186233.515625 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -186233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -186234.453125 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -186234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -186234.453125 Penalty: 3460.268555
	Iteration 14F: 3 clusters Score -186234.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Entering Unmasked Estep 
Score: -9521264.000000 Penalty: 2691.745361
	Iteration 0F: 2 clusters Score -9521264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -9487677.000000 Penalty: 5383.490723
	Iteration 0F: 3 clusters Score -9487677 nChanged 23982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -9501114.000000 Penalty: 5383.490723
	Iteration 1F: 3 clusters Score -9501114 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -9501468.000000 Penalty: 5383.490723
	Iteration 2Q: 3 clusters Score -9501468 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -9501840.000000 Penalty: 5383.490723
	Iteration 3Q: 3 clusters Score -9501840 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -9502172.000000 Penalty: 5383.490723
	Iteration 4Q: 3 clusters Score -9502172 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -9502479.000000 Penalty: 5383.490723
	Iteration 5Q: 3 clusters Score -9502479 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -9502762.000000 Penalty: 5383.490723
	Iteration 6Q: 3 clusters Score -9502762 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -9503106.000000 Penalty: 5383.490723
	Iteration 7Q: 3 clusters Score -9503106 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -9503518.000000 Penalty: 5383.490723
	Iteration 8Q: 3 clusters Score -9503518 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -9503995.000000 Penalty: 5383.490723
	Iteration 9Q: 3 clusters Score -9503995 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -9504718.000000 Penalty: 5383.490723
	Iteration 10Q: 3 clusters Score -9504718 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -9505896.000000 Penalty: 5383.490723
	Iteration 11Q: 3 clusters Score -9505896 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -9507376.000000 Penalty: 5383.490723
	Iteration 12Q: 3 clusters Score -9507376 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -9509271.000000 Penalty: 5383.490723
	Iteration 13F: 3 clusters Score -9509271 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -9511206.000000 Penalty: 5383.490723
	Iteration 14F: 3 clusters Score -9511206 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -9512673.000000 Penalty: 5383.490723
	Iteration 15F: 3 clusters Score -9512673 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -9513339.000000 Penalty: 5383.490723
	Iteration 16Q: 3 clusters Score -9513339 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -9513644.000000 Penalty: 5383.490723
	Iteration 17Q: 3 clusters Score -9513644 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -9513914.000000 Penalty: 5383.490723
	Iteration 18Q: 3 clusters Score -9513914 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -9514150.000000 Penalty: 5383.490723
	Iteration 19Q: 3 clusters Score -9514150 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -9514486.000000 Penalty: 5383.490723
	Iteration 20F: 3 clusters Score -9514486 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -9514773.000000 Penalty: 5383.490723
	Iteration 21Q: 3 clusters Score -9514773 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -9515203.000000 Penalty: 5383.490723
	Iteration 22Q: 3 clusters Score -9515203 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -9515602.000000 Penalty: 5383.490723
	Iteration 23Q: 3 clusters Score -9515602 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -9515970.000000 Penalty: 5383.490723
	Iteration 24Q: 3 clusters Score -9515970 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -9516382.000000 Penalty: 5383.490723
	Iteration 25Q: 3 clusters Score -9516382 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -9516694.000000 Penalty: 5383.490723
	Iteration 26Q: 3 clusters Score -9516694 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -9516961.000000 Penalty: 5383.490723
	Iteration 27Q: 3 clusters Score -9516961 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -9517221.000000 Penalty: 5383.490723
	Iteration 28Q: 3 clusters Score -9517221 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -9517436.000000 Penalty: 5383.490723
	Iteration 29Q: 3 clusters Score -9517436 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -9517585.000000 Penalty: 5383.490723
	Iteration 30Q: 3 clusters Score -9517585 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -9517760.000000 Penalty: 5383.490723
	Iteration 31Q: 3 clusters Score -9517760 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -9517889.000000 Penalty: 5383.490723
	Iteration 32Q: 3 clusters Score -9517889 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -9517965.000000 Penalty: 5383.490723
	Iteration 33Q: 3 clusters Score -9517965 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -9518051.000000 Penalty: 5383.490723
	Iteration 34Q: 3 clusters Score -9518051 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -9518150.000000 Penalty: 5383.490723
	Iteration 35Q: 3 clusters Score -9518150 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -9518236.000000 Penalty: 5383.490723
	Iteration 36Q: 3 clusters Score -9518236 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -9518255.000000 Penalty: 5383.490723
	Iteration 37Q: 3 clusters Score -9518255 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -9518304.000000 Penalty: 5383.490723
	Iteration 38Q: 3 clusters Score -9518304 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -9518336.000000 Penalty: 5383.490723
	Iteration 39Q: 3 clusters Score -9518336 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -9518361.000000 Penalty: 5383.490723
	Iteration 40F: 3 clusters Score -9518361 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -9518402.000000 Penalty: 5383.490723
	Iteration 41Q: 3 clusters Score -9518402 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -9518434.000000 Penalty: 5383.490723
	Iteration 42Q: 3 clusters Score -9518434 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -9518481.000000 Penalty: 5383.490723
	Iteration 43Q: 3 clusters Score -9518481 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -9518525.000000 Penalty: 5383.490723
	Iteration 44Q: 3 clusters Score -9518525 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -9518564.000000 Penalty: 5383.490723
	Iteration 45Q: 3 clusters Score -9518564 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -9518589.000000 Penalty: 5383.490723
	Iteration 46Q: 3 clusters Score -9518589 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -9518635.000000 Penalty: 5383.490723
	Iteration 47Q: 3 clusters Score -9518635 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -9518653.000000 Penalty: 5383.490723
	Iteration 48Q: 3 clusters Score -9518653 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -9518665.000000 Penalty: 5383.490723
	Iteration 49Q: 3 clusters Score -9518665 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -9518676.000000 Penalty: 5383.490723
	Iteration 50Q: 3 clusters Score -9518676 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -9518741.000000 Penalty: 5383.490723
	Iteration 51Q: 3 clusters Score -9518741 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -9518790.000000 Penalty: 5383.490723
	Iteration 52Q: 3 clusters Score -9518790 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -9518795.000000 Penalty: 5383.490723
	Iteration 53Q: 3 clusters Score -9518795 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -9518819.000000 Penalty: 5383.490723
	Iteration 54Q: 3 clusters Score -9518819 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -9518839.000000 Penalty: 5383.490723
	Iteration 55Q: 3 clusters Score -9518839 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -9518852.000000 Penalty: 5383.490723
	Iteration 56Q: 3 clusters Score -9518852 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -9518874.000000 Penalty: 5383.490723
	Iteration 57Q: 3 clusters Score -9518874 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -9518890.000000 Penalty: 5383.490723
	Iteration 58Q: 3 clusters Score -9518890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -9518920.000000 Penalty: 5383.490723
	Iteration 59Q: 3 clusters Score -9518920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -9518942.000000 Penalty: 5383.490723
	Iteration 60F: 3 clusters Score -9518942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -9518962.000000 Penalty: 5383.490723
	Iteration 61Q: 3 clusters Score -9518962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -9518967.000000 Penalty: 5383.490723
	Iteration 62Q: 3 clusters Score -9518967 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -9518995.000000 Penalty: 5383.490723
	Iteration 63Q: 3 clusters Score -9518995 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -9519016.000000 Penalty: 5383.490723
	Iteration 64Q: 3 clusters Score -9519016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -9519008.000000 Penalty: 5383.490723
	Iteration 65Q: 3 clusters Score -9519008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -9519007.000000 Penalty: 5383.490723
	Iteration 66Q: 3 clusters Score -9519007 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -9519023.000000 Penalty: 5383.490723
	Iteration 67Q: 3 clusters Score -9519023 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9519059 nChanged 56
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Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41756 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41818 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41930 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9519110 nChanged 36
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9519131 nChanged 32
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Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42239 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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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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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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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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	Iteration 127Q: 3 clusters Score -9519252 nChanged 8
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	Iteration 139Q: 3 clusters Score -9519342 nChanged 26
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	Iteration 140F: 3 clusters Score -9519358 nChanged 19
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Entering Unmasked Estep 
Score: -9519504.000000 Penalty: 5383.490723
	Iteration 161Q: 3 clusters Score -9519504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -9519513.000000 Penalty: 5383.490723
	Iteration 162Q: 3 clusters Score -9519513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -9519525.000000 Penalty: 5383.490723
	Iteration 163Q: 3 clusters Score -9519525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -9519531.000000 Penalty: 5383.490723
	Iteration 164Q: 3 clusters Score -9519531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -9519540.000000 Penalty: 5383.490723
	Iteration 165Q: 3 clusters Score -9519540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -9519547.000000 Penalty: 5383.490723
	Iteration 166Q: 3 clusters Score -9519547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -9519547.000000 Penalty: 5383.490723
	Iteration 167Q: 3 clusters Score -9519547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -9519541.000000 Penalty: 5383.490723
	Iteration 168Q: 3 clusters Score -9519541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -9519548.000000 Penalty: 5383.490723
	Iteration 169Q: 3 clusters Score -9519548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -9519553.000000 Penalty: 5383.490723
	Iteration 170Q: 3 clusters Score -9519553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -9519559.000000 Penalty: 5383.490723
	Iteration 171Q: 3 clusters Score -9519559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -9519562.000000 Penalty: 5383.490723
	Iteration 172Q: 3 clusters Score -9519562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -9519564.000000 Penalty: 5383.490723
	Iteration 173Q: 3 clusters Score -9519564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -9519568.000000 Penalty: 5383.490723
	Iteration 174Q: 3 clusters Score -9519568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -9519568.000000 Penalty: 5383.490723
	Iteration 175Q: 3 clusters Score -9519568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -9519568.000000 Penalty: 5383.490723
	Iteration 176Q: 3 clusters Score -9519568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -9519568.000000 Penalty: 5383.490723
	Iteration 177Q: 3 clusters Score -9519568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -9519565.000000 Penalty: 5383.490723
	Iteration 178Q: 3 clusters Score -9519565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -9519564.000000 Penalty: 5383.490723
	Iteration 179Q: 3 clusters Score -9519564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -9519562.000000 Penalty: 5383.490723
	Iteration 180F: 3 clusters Score -9519562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -9519563.000000 Penalty: 5383.490723
	Iteration 181Q: 3 clusters Score -9519563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -9519568.000000 Penalty: 5383.490723
	Iteration 182Q: 3 clusters Score -9519568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -9519561.000000 Penalty: 5383.490723
	Iteration 183Q: 3 clusters Score -9519561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -9519570.000000 Penalty: 5383.490723
	Iteration 184Q: 3 clusters Score -9519570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -9519568.000000 Penalty: 5383.490723
	Iteration 185Q: 3 clusters Score -9519568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -9519579.000000 Penalty: 5383.490723
	Iteration 186Q: 3 clusters Score -9519579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -9519580.000000 Penalty: 5383.490723
	Iteration 187Q: 3 clusters Score -9519580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -9519581.000000 Penalty: 5383.490723
	Iteration 188Q: 3 clusters Score -9519581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -9519573.000000 Penalty: 5383.490723
	Iteration 189Q: 3 clusters Score -9519573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -9519572.000000 Penalty: 5383.490723
	Iteration 190Q: 3 clusters Score -9519572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -9519572.000000 Penalty: 5383.490723
	Iteration 191F: 3 clusters Score -9519572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Entering Unmasked Estep 
Score: -5965841.500000 Penalty: 2580.670166
	Iteration 0F: 2 clusters Score -5965842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -5943280.500000 Penalty: 5161.340332
	Iteration 0F: 3 clusters Score -5943280 nChanged 15011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -5951518.500000 Penalty: 5161.340332
	Iteration 1F: 3 clusters Score -5951518 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -5951952.000000 Penalty: 5161.340332
	Iteration 2Q: 3 clusters Score -5951952 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -5952332.500000 Penalty: 5161.340332
	Iteration 3Q: 3 clusters Score -5952332 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -5952739.000000 Penalty: 5161.340332
	Iteration 4Q: 3 clusters Score -5952739 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -5953151.500000 Penalty: 5161.340332
	Iteration 5Q: 3 clusters Score -5953152 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -5953701.500000 Penalty: 5161.340332
	Iteration 6Q: 3 clusters Score -5953702 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -5954477.500000 Penalty: 5161.340332
	Iteration 7Q: 3 clusters Score -5954478 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -5955512.000000 Penalty: 5161.340332
	Iteration 8F: 3 clusters Score -5955512 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -5957021.500000 Penalty: 5161.340332
	Iteration 9F: 3 clusters Score -5957022 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -5958768.000000 Penalty: 5161.340332
	Iteration 10F: 3 clusters Score -5958768 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -5960467.500000 Penalty: 5161.340332
	Iteration 11F: 3 clusters Score -5960468 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -5961821.000000 Penalty: 5161.340332
	Iteration 12Q: 3 clusters Score -5961821 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -5962709.500000 Penalty: 5161.340332
	Iteration 13Q: 3 clusters Score -5962710 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -5963212.000000 Penalty: 5161.340332
	Iteration 14Q: 3 clusters Score -5963212 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -5963444.500000 Penalty: 5161.340332
	Iteration 15Q: 3 clusters Score -5963444 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -5963560.000000 Penalty: 5161.340332
	Iteration 16Q: 3 clusters Score -5963560 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -5963611.000000 Penalty: 5161.340332
	Iteration 17Q: 3 clusters Score -5963611 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -5963650.500000 Penalty: 5161.340332
	Iteration 18Q: 3 clusters Score -5963650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -5963655.000000 Penalty: 5161.340332
	Iteration 19Q: 3 clusters Score -5963655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -5963670.500000 Penalty: 5161.340332
	Iteration 20F: 3 clusters Score -5963670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -5963669.000000 Penalty: 5161.340332
	Iteration 21Q: 3 clusters Score -5963669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -5963676.000000 Penalty: 5161.340332
	Iteration 22Q: 3 clusters Score -5963676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -5963679.500000 Penalty: 5161.340332
	Iteration 23Q: 3 clusters Score -5963680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -5963682.500000 Penalty: 5161.340332
	Iteration 24Q: 3 clusters Score -5963682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -5963689.000000 Penalty: 5161.340332
	Iteration 25Q: 3 clusters Score -5963689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -5963693.000000 Penalty: 5161.340332
	Iteration 26Q: 3 clusters Score -5963693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -5963697.000000 Penalty: 5161.340332
	Iteration 27Q: 3 clusters Score -5963697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -5963698.000000 Penalty: 5161.340332
	Iteration 28Q: 3 clusters Score -5963698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -5963686.500000 Penalty: 5161.340332
	Iteration 29Q: 3 clusters Score -5963686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -5963693.500000 Penalty: 5161.340332
	Iteration 30Q: 3 clusters Score -5963694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -5963695.000000 Penalty: 5161.340332
	Iteration 31Q: 3 clusters Score -5963695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -5963698.000000 Penalty: 5161.340332
	Iteration 32Q: 3 clusters Score -5963698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -5963693.500000 Penalty: 5161.340332
	Iteration 33Q: 3 clusters Score -5963694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -5963693.500000 Penalty: 5161.340332
	Iteration 34F: 3 clusters Score -5963694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Entering Unmasked Estep 
Score: -8837320.000000 Penalty: 2669.296387
	Iteration 0F: 2 clusters Score -8837320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -8805917.000000 Penalty: 5338.592773
	Iteration 0F: 3 clusters Score -8805917 nChanged 21649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -8817896.000000 Penalty: 5338.592773
	Iteration 1F: 3 clusters Score -8817896 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -8818356.000000 Penalty: 5338.592773
	Iteration 2Q: 3 clusters Score -8818356 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -8818758.000000 Penalty: 5338.592773
	Iteration 3Q: 3 clusters Score -8818758 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -8819182.000000 Penalty: 5338.592773
	Iteration 4Q: 3 clusters Score -8819182 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -8819576.000000 Penalty: 5338.592773
	Iteration 5Q: 3 clusters Score -8819576 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -8819956.000000 Penalty: 5338.592773
	Iteration 6Q: 3 clusters Score -8819956 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -8820306.000000 Penalty: 5338.592773
	Iteration 7Q: 3 clusters Score -8820306 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -8820714.000000 Penalty: 5338.592773
	Iteration 8Q: 3 clusters Score -8820714 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -8821085.000000 Penalty: 5338.592773
	Iteration 9Q: 3 clusters Score -8821085 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -8821533.000000 Penalty: 5338.592773
	Iteration 10Q: 3 clusters Score -8821533 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -8821946.000000 Penalty: 5338.592773
	Iteration 11Q: 3 clusters Score -8821946 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -8822465.000000 Penalty: 5338.592773
	Iteration 12Q: 3 clusters Score -8822465 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8823069.000000 Penalty: 5338.592773
	Iteration 13Q: 3 clusters Score -8823069 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -8823784.000000 Penalty: 5338.592773
	Iteration 14Q: 3 clusters Score -8823784 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -8824731.000000 Penalty: 5338.592773
	Iteration 15Q: 3 clusters Score -8824731 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -8825843.000000 Penalty: 5338.592773
	Iteration 16Q: 3 clusters Score -8825843 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -8826704.000000 Penalty: 5338.592773
	Iteration 17Q: 3 clusters Score -8826704 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -8827083.000000 Penalty: 5338.592773
	Iteration 18Q: 3 clusters Score -8827083 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -8827250.000000 Penalty: 5338.592773
	Iteration 19Q: 3 clusters Score -8827250 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -8827339.000000 Penalty: 5338.592773
	Iteration 20F: 3 clusters Score -8827339 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -8827399.000000 Penalty: 5338.592773
	Iteration 21Q: 3 clusters Score -8827399 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -8827439.000000 Penalty: 5338.592773
	Iteration 22Q: 3 clusters Score -8827439 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8827449.000000 Penalty: 5338.592773
	Iteration 23Q: 3 clusters Score -8827449 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -8827471.000000 Penalty: 5338.592773
	Iteration 24Q: 3 clusters Score -8827471 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -8827455.000000 Penalty: 5338.592773
	Iteration 25Q: 3 clusters Score -8827455 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -8827479.000000 Penalty: 5338.592773
	Iteration 26Q: 3 clusters Score -8827479 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -8827505.000000 Penalty: 5338.592773
	Iteration 27Q: 3 clusters Score -8827505 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -8827539.000000 Penalty: 5338.592773
	Iteration 28Q: 3 clusters Score -8827539 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -8827566.000000 Penalty: 5338.592773
	Iteration 29Q: 3 clusters Score -8827566 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -8827617.000000 Penalty: 5338.592773
	Iteration 30Q: 3 clusters Score -8827617 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -8827619.000000 Penalty: 5338.592773
	Iteration 31Q: 3 clusters Score -8827619 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -8827633.000000 Penalty: 5338.592773
	Iteration 32Q: 3 clusters Score -8827633 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -8827683.000000 Penalty: 5338.592773
	Iteration 33Q: 3 clusters Score -8827683 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -8827716.000000 Penalty: 5338.592773
	Iteration 34Q: 3 clusters Score -8827716 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -8827738.000000 Penalty: 5338.592773
	Iteration 35Q: 3 clusters Score -8827738 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -8827754.000000 Penalty: 5338.592773
	Iteration 36Q: 3 clusters Score -8827754 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -8827812.000000 Penalty: 5338.592773
	Iteration 37Q: 3 clusters Score -8827812 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -8827860.000000 Penalty: 5338.592773
	Iteration 38Q: 3 clusters Score -8827860 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -8827892.000000 Penalty: 5338.592773
	Iteration 39Q: 3 clusters Score -8827892 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -8827981.000000 Penalty: 5338.592773
	Iteration 40F: 3 clusters Score -8827981 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -8828067.000000 Penalty: 5338.592773
	Iteration 41Q: 3 clusters Score -8828067 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -8828143.000000 Penalty: 5338.592773
	Iteration 42Q: 3 clusters Score -8828143 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -8828205.000000 Penalty: 5338.592773
	Iteration 43Q: 3 clusters Score -8828205 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -8828307.000000 Penalty: 5338.592773
	Iteration 44Q: 3 clusters Score -8828307 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -8828406.000000 Penalty: 5338.592773
	Iteration 45Q: 3 clusters Score -8828406 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -8828513.000000 Penalty: 5338.592773
	Iteration 46Q: 3 clusters Score -8828513 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -8828614.000000 Penalty: 5338.592773
	Iteration 47Q: 3 clusters Score -8828614 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -8828727.000000 Penalty: 5338.592773
	Iteration 48Q: 3 clusters Score -8828727 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -8828876.000000 Penalty: 5338.592773
	Iteration 49Q: 3 clusters Score -8828876 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -8828997.000000 Penalty: 5338.592773
	Iteration 50Q: 3 clusters Score -8828997 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -8829137.000000 Penalty: 5338.592773
	Iteration 51Q: 3 clusters Score -8829137 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -8829234.000000 Penalty: 5338.592773
	Iteration 52Q: 3 clusters Score -8829234 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -8829332.000000 Penalty: 5338.592773
	Iteration 53Q: 3 clusters Score -8829332 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -8829469.000000 Penalty: 5338.592773
	Iteration 54Q: 3 clusters Score -8829469 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -8829583.000000 Penalty: 5338.592773
	Iteration 55Q: 3 clusters Score -8829583 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -8829770.000000 Penalty: 5338.592773
	Iteration 56Q: 3 clusters Score -8829770 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -8829962.000000 Penalty: 5338.592773
	Iteration 57Q: 3 clusters Score -8829962 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -8830171.000000 Penalty: 5338.592773
	Iteration 58Q: 3 clusters Score -8830171 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -8830402.000000 Penalty: 5338.592773
	Iteration 59Q: 3 clusters Score -8830402 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -8830662.000000 Penalty: 5338.592773
	Iteration 60F: 3 clusters Score -8830662 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -8830932.000000 Penalty: 5338.592773
	Iteration 61Q: 3 clusters Score -8830932 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -8831283.000000 Penalty: 5338.592773
	Iteration 62Q: 3 clusters Score -8831283 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -8831650.000000 Penalty: 5338.592773
	Iteration 63Q: 3 clusters Score -8831650 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -8831963.000000 Penalty: 5338.592773
	Iteration 64Q: 3 clusters Score -8831963 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -8832335.000000 Penalty: 5338.592773
	Iteration 65Q: 3 clusters Score -8832335 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -8832651.000000 Penalty: 5338.592773
	Iteration 66Q: 3 clusters Score -8832651 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8833129.000000 Penalty: 5338.592773
	Iteration 67Q: 3 clusters Score -8833129 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8833538.000000 Penalty: 5338.592773
	Iteration 68Q: 3 clusters Score -8833538 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8833747.000000 Penalty: 5338.592773
	Iteration 69Q: 3 clusters Score -8833747 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8833900.000000 Penalty: 5338.592773
	Iteration 70Q: 3 clusters Score -8833900 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8834212.000000 Penalty: 5338.592773
	Iteration 71Q: 3 clusters Score -8834212 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8834489.000000 Penalty: 5338.592773
	Iteration 72Q: 3 clusters Score -8834489 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8834652.000000 Penalty: 5338.592773
	Iteration 73Q: 3 clusters Score -8834652 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8834746.000000 Penalty: 5338.592773
	Iteration 74Q: 3 clusters Score -8834746 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8834795.000000 Penalty: 5338.592773
	Iteration 75Q: 3 clusters Score -8834795 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8834864.000000 Penalty: 5338.592773
	Iteration 76Q: 3 clusters Score -8834864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8834895.000000 Penalty: 5338.592773
	Iteration 77Q: 3 clusters Score -8834895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8834920.000000 Penalty: 5338.592773
	Iteration 78Q: 3 clusters Score -8834920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8834931.000000 Penalty: 5338.592773
	Iteration 79Q: 3 clusters Score -8834931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8834945.000000 Penalty: 5338.592773
	Iteration 80F: 3 clusters Score -8834945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8834961.000000 Penalty: 5338.592773
	Iteration 81Q: 3 clusters Score -8834961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8834979.000000 Penalty: 5338.592773
	Iteration 82Q: 3 clusters Score -8834979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8834991.000000 Penalty: 5338.592773
	Iteration 83Q: 3 clusters Score -8834991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8834999.000000 Penalty: 5338.592773
	Iteration 84Q: 3 clusters Score -8834999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8834995.000000 Penalty: 5338.592773
	Iteration 85Q: 3 clusters Score -8834995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8835016.000000 Penalty: 5338.592773
	Iteration 86Q: 3 clusters Score -8835016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8835011.000000 Penalty: 5338.592773
	Iteration 87Q: 3 clusters Score -8835011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8835017.000000 Penalty: 5338.592773
	Iteration 88Q: 3 clusters Score -8835017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8835011.000000 Penalty: 5338.592773
	Iteration 89Q: 3 clusters Score -8835011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8835012.000000 Penalty: 5338.592773
	Iteration 90Q: 3 clusters Score -8835012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8835022.000000 Penalty: 5338.592773
	Iteration 91Q: 3 clusters Score -8835022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8835022.000000 Penalty: 5338.592773
	Iteration 92Q: 3 clusters Score -8835022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8835027.000000 Penalty: 5338.592773
	Iteration 93Q: 3 clusters Score -8835027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8835023.000000 Penalty: 5338.592773
	Iteration 94Q: 3 clusters Score -8835023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8835023.000000 Penalty: 5338.592773
	Iteration 95F: 3 clusters Score -8835023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -108619.210938 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -108619.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107021.109375 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -107021.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107434.273438 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -107434.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -107618.320312 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -107618.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -107718.789062 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -107718.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -107749.312500 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -107749.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -107765.625000 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -107765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -107770.210938 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -107770.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -107785.578125 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -107785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -107789.585938 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -107789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -107792.226562 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -107792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -107794.414062 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -107794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -107795.804688 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -107795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -107795.804688 Penalty: 3197.076904
	Iteration 12F: 3 clusters Score -107795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Entering Unmasked Estep 
Score: -6860684.000000 Penalty: 2609.647705
	Iteration 0F: 2 clusters Score -6860684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -6835316.500000 Penalty: 5219.295410
	Iteration 0F: 3 clusters Score -6835316 nChanged 16951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -6844919.500000 Penalty: 5219.295410
	Iteration 1F: 3 clusters Score -6844920 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -6845757.500000 Penalty: 5219.295410
	Iteration 2Q: 3 clusters Score -6845758 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -6846755.000000 Penalty: 5219.295410
	Iteration 3Q: 3 clusters Score -6846755 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -6847937.500000 Penalty: 5219.295410
	Iteration 4F: 3 clusters Score -6847938 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -6849277.500000 Penalty: 5219.295410
	Iteration 5F: 3 clusters Score -6849278 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -6850762.000000 Penalty: 5219.295410
	Iteration 6F: 3 clusters Score -6850762 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -6852490.000000 Penalty: 5219.295410
	Iteration 7F: 3 clusters Score -6852490 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -6854140.000000 Penalty: 5219.295410
	Iteration 8F: 3 clusters Score -6854140 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -6855388.500000 Penalty: 5219.295410
	Iteration 9Q: 3 clusters Score -6855388 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -6856129.500000 Penalty: 5219.295410
	Iteration 10Q: 3 clusters Score -6856130 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -6856550.000000 Penalty: 5219.295410
	Iteration 11Q: 3 clusters Score -6856550 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -6856888.000000 Penalty: 5219.295410
	Iteration 12Q: 3 clusters Score -6856888 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -6857160.500000 Penalty: 5219.295410
	Iteration 13Q: 3 clusters Score -6857160 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -6857431.500000 Penalty: 5219.295410
	Iteration 14Q: 3 clusters Score -6857432 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -6857625.000000 Penalty: 5219.295410
	Iteration 15Q: 3 clusters Score -6857625 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -6857757.000000 Penalty: 5219.295410
	Iteration 16Q: 3 clusters Score -6857757 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -6857837.000000 Penalty: 5219.295410
	Iteration 17Q: 3 clusters Score -6857837 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -6857960.500000 Penalty: 5219.295410
	Iteration 18Q: 3 clusters Score -6857960 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -6858042.000000 Penalty: 5219.295410
	Iteration 19Q: 3 clusters Score -6858042 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -6858129.500000 Penalty: 5219.295410
	Iteration 20F: 3 clusters Score -6858130 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -6858191.000000 Penalty: 5219.295410
	Iteration 21Q: 3 clusters Score -6858191 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -6858250.000000 Penalty: 5219.295410
	Iteration 22Q: 3 clusters Score -6858250 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -6858294.500000 Penalty: 5219.295410
	Iteration 23Q: 3 clusters Score -6858294 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -6858346.000000 Penalty: 5219.295410
	Iteration 24Q: 3 clusters Score -6858346 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -6858420.500000 Penalty: 5219.295410
	Iteration 25Q: 3 clusters Score -6858420 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -6858478.000000 Penalty: 5219.295410
	Iteration 26Q: 3 clusters Score -6858478 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -6858511.000000 Penalty: 5219.295410
	Iteration 27Q: 3 clusters Score -6858511 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -6858558.000000 Penalty: 5219.295410
	Iteration 28Q: 3 clusters Score -6858558 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -6858619.500000 Penalty: 5219.295410
	Iteration 29Q: 3 clusters Score -6858620 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -6858647.500000 Penalty: 5219.295410
	Iteration 30Q: 3 clusters Score -6858648 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6858659.000000 Penalty: 5219.295410
	Iteration 31Q: 3 clusters Score -6858659 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -6858686.500000 Penalty: 5219.295410
	Iteration 32Q: 3 clusters Score -6858686 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -6858710.000000 Penalty: 5219.295410
	Iteration 33Q: 3 clusters Score -6858710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -6858725.500000 Penalty: 5219.295410
	Iteration 34Q: 3 clusters Score -6858726 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -6858749.000000 Penalty: 5219.295410
	Iteration 35Q: 3 clusters Score -6858749 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -6858759.000000 Penalty: 5219.295410
	Iteration 36Q: 3 clusters Score -6858759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -6858753.500000 Penalty: 5219.295410
	Iteration 37Q: 3 clusters Score -6858754 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -6858755.000000 Penalty: 5219.295410
	Iteration 38Q: 3 clusters Score -6858755 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -6858777.500000 Penalty: 5219.295410
	Iteration 39Q: 3 clusters Score -6858778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -6858787.000000 Penalty: 5219.295410
	Iteration 40F: 3 clusters Score -6858787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -6858816.000000 Penalty: 5219.295410
	Iteration 41Q: 3 clusters Score -6858816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -6858817.500000 Penalty: 5219.295410
	Iteration 42Q: 3 clusters Score -6858818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -6858819.500000 Penalty: 5219.295410
	Iteration 43Q: 3 clusters Score -6858820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -6858814.000000 Penalty: 5219.295410
	Iteration 44Q: 3 clusters Score -6858814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -6858841.000000 Penalty: 5219.295410
	Iteration 45Q: 3 clusters Score -6858841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -6858833.500000 Penalty: 5219.295410
	Iteration 46Q: 3 clusters Score -6858834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -6858850.500000 Penalty: 5219.295410
	Iteration 47Q: 3 clusters Score -6858850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -6858854.500000 Penalty: 5219.295410
	Iteration 48Q: 3 clusters Score -6858854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -6858873.000000 Penalty: 5219.295410
	Iteration 49Q: 3 clusters Score -6858873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -6858882.000000 Penalty: 5219.295410
	Iteration 50Q: 3 clusters Score -6858882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -6858881.500000 Penalty: 5219.295410
	Iteration 51Q: 3 clusters Score -6858882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -6858884.500000 Penalty: 5219.295410
	Iteration 52Q: 3 clusters Score -6858884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -6858883.000000 Penalty: 5219.295410
	Iteration 53Q: 3 clusters Score -6858883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6858877.000000 Penalty: 5219.295410
	Iteration 54Q: 3 clusters Score -6858877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -6858876.500000 Penalty: 5219.295410
	Iteration 55Q: 3 clusters Score -6858876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -6858881.500000 Penalty: 5219.295410
	Iteration 56Q: 3 clusters Score -6858882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -6858896.500000 Penalty: 5219.295410
	Iteration 57Q: 3 clusters Score -6858896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -6858898.000000 Penalty: 5219.295410
	Iteration 58Q: 3 clusters Score -6858898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -6858896.000000 Penalty: 5219.295410
	Iteration 59Q: 3 clusters Score -6858896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -6858899.500000 Penalty: 5219.295410
	Iteration 60F: 3 clusters Score -6858900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -6858903.500000 Penalty: 5219.295410
	Iteration 61Q: 3 clusters Score -6858904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -6858907.000000 Penalty: 5219.295410
	Iteration 62Q: 3 clusters Score -6858907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -6858900.000000 Penalty: 5219.295410
	Iteration 63Q: 3 clusters Score -6858900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -6858908.000000 Penalty: 5219.295410
	Iteration 64Q: 3 clusters Score -6858908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -6858905.500000 Penalty: 5219.295410
	Iteration 65Q: 3 clusters Score -6858906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -6858919.500000 Penalty: 5219.295410
	Iteration 66Q: 3 clusters Score -6858920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -6858915.500000 Penalty: 5219.295410
	Iteration 67Q: 3 clusters Score -6858916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -6858934.000000 Penalty: 5219.295410
	Iteration 68Q: 3 clusters Score -6858934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -6858937.000000 Penalty: 5219.295410
	Iteration 69Q: 3 clusters Score -6858937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -6858937.000000 Penalty: 5219.295410
	Iteration 70Q: 3 clusters Score -6858937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -6858930.500000 Penalty: 5219.295410
	Iteration 71Q: 3 clusters Score -6858930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -6858935.000000 Penalty: 5219.295410
	Iteration 72Q: 3 clusters Score -6858935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -6858944.000000 Penalty: 5219.295410
	Iteration 73Q: 3 clusters Score -6858944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -6858959.500000 Penalty: 5219.295410
	Iteration 74Q: 3 clusters Score -6858960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -6858967.500000 Penalty: 5219.295410
	Iteration 75Q: 3 clusters Score -6858968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -6858967.000000 Penalty: 5219.295410
	Iteration 76Q: 3 clusters Score -6858967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -6858971.500000 Penalty: 5219.295410
	Iteration 77Q: 3 clusters Score -6858972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -6858973.000000 Penalty: 5219.295410
	Iteration 78Q: 3 clusters Score -6858973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -6858970.000000 Penalty: 5219.295410
	Iteration 79Q: 3 clusters Score -6858970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -6858967.500000 Penalty: 5219.295410
	Iteration 80F: 3 clusters Score -6858968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Entering Unmasked Estep 
Score: -5479838.000000 Penalty: 2552.746094
	Iteration 0F: 2 clusters Score -5479838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -5459811.500000 Penalty: 5105.492188
	Iteration 0F: 3 clusters Score -5459812 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -5466751.000000 Penalty: 5105.492188
	Iteration 1F: 3 clusters Score -5466751 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -5467237.500000 Penalty: 5105.492188
	Iteration 2Q: 3 clusters Score -5467238 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -5467959.000000 Penalty: 5105.492188
	Iteration 3Q: 3 clusters Score -5467959 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -5469053.000000 Penalty: 5105.492188
	Iteration 4Q: 3 clusters Score -5469053 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -5470454.500000 Penalty: 5105.492188
	Iteration 5F: 3 clusters Score -5470454 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -5472095.500000 Penalty: 5105.492188
	Iteration 6F: 3 clusters Score -5472096 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -5473878.500000 Penalty: 5105.492188
	Iteration 7F: 3 clusters Score -5473878 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -5475741.500000 Penalty: 5105.492188
	Iteration 8F: 3 clusters Score -5475742 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -5477482.000000 Penalty: 5105.492188
	Iteration 9F: 3 clusters Score -5477482 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -5478573.000000 Penalty: 5105.492188
	Iteration 10F: 3 clusters Score -5478573 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -5479035.500000 Penalty: 5105.492188
	Iteration 11Q: 3 clusters Score -5479036 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -5479275.500000 Penalty: 5105.492188
	Iteration 12Q: 3 clusters Score -5479276 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5479352.500000 Penalty: 5105.492188
	Iteration 13Q: 3 clusters Score -5479352 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -5479418.000000 Penalty: 5105.492188
	Iteration 14Q: 3 clusters Score -5479418 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -5479446.000000 Penalty: 5105.492188
	Iteration 15Q: 3 clusters Score -5479446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5479459.000000 Penalty: 5105.492188
	Iteration 16Q: 3 clusters Score -5479459 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -5479474.000000 Penalty: 5105.492188
	Iteration 17Q: 3 clusters Score -5479474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -5479493.500000 Penalty: 5105.492188
	Iteration 18Q: 3 clusters Score -5479494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5479503.000000 Penalty: 5105.492188
	Iteration 19Q: 3 clusters Score -5479503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -5479493.000000 Penalty: 5105.492188
	Iteration 20F: 3 clusters Score -5479493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -5479494.500000 Penalty: 5105.492188
	Iteration 21Q: 3 clusters Score -5479494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -5479497.500000 Penalty: 5105.492188
	Iteration 22Q: 3 clusters Score -5479498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -5479509.500000 Penalty: 5105.492188
	Iteration 23Q: 3 clusters Score -5479510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -5479516.000000 Penalty: 5105.492188
	Iteration 24Q: 3 clusters Score -5479516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5479514.000000 Penalty: 5105.492188
	Iteration 25Q: 3 clusters Score -5479514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -5479504.500000 Penalty: 5105.492188
	Iteration 26Q: 3 clusters Score -5479504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -5479517.000000 Penalty: 5105.492188
	Iteration 27Q: 3 clusters Score -5479517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -5479512.000000 Penalty: 5105.492188
	Iteration 28Q: 3 clusters Score -5479512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5479518.500000 Penalty: 5105.492188
	Iteration 29Q: 3 clusters Score -5479518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -5479521.000000 Penalty: 5105.492188
	Iteration 30Q: 3 clusters Score -5479521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -5479516.500000 Penalty: 5105.492188
	Iteration 31Q: 3 clusters Score -5479516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -5479515.500000 Penalty: 5105.492188
	Iteration 32Q: 3 clusters Score -5479516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -5479519.000000 Penalty: 5105.492188
	Iteration 33Q: 3 clusters Score -5479519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -5479511.500000 Penalty: 5105.492188
	Iteration 34Q: 3 clusters Score -5479512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -5479516.000000 Penalty: 5105.492188
	Iteration 35Q: 3 clusters Score -5479516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -5479517.000000 Penalty: 5105.492188
	Iteration 36Q: 3 clusters Score -5479517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -5479520.000000 Penalty: 5105.492188
	Iteration 37Q: 3 clusters Score -5479520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -5479526.000000 Penalty: 5105.492188
	Iteration 38Q: 3 clusters Score -5479526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5479526.500000 Penalty: 5105.492188
	Iteration 39Q: 3 clusters Score -5479526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -5479523.500000 Penalty: 5105.492188
	Iteration 40F: 3 clusters Score -5479524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -5479525.000000 Penalty: 5105.492188
	Iteration 41Q: 3 clusters Score -5479525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -5479523.500000 Penalty: 5105.492188
	Iteration 42Q: 3 clusters Score -5479524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5479518.000000 Penalty: 5105.492188
	Iteration 43Q: 3 clusters Score -5479518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -5479522.000000 Penalty: 5105.492188
	Iteration 44Q: 3 clusters Score -5479522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -5479532.500000 Penalty: 5105.492188
	Iteration 45Q: 3 clusters Score -5479532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5479525.000000 Penalty: 5105.492188
	Iteration 46Q: 3 clusters Score -5479525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5479520.000000 Penalty: 5105.492188
	Iteration 47Q: 3 clusters Score -5479520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -5479521.500000 Penalty: 5105.492188
	Iteration 48Q: 3 clusters Score -5479522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -5479532.500000 Penalty: 5105.492188
	Iteration 49Q: 3 clusters Score -5479532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -5479529.500000 Penalty: 5105.492188
	Iteration 50Q: 3 clusters Score -5479530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -5479522.000000 Penalty: 5105.492188
	Iteration 51Q: 3 clusters Score -5479522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -5479526.500000 Penalty: 5105.492188
	Iteration 52Q: 3 clusters Score -5479526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -5479532.000000 Penalty: 5105.492188
	Iteration 53Q: 3 clusters Score -5479532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -5479536.000000 Penalty: 5105.492188
	Iteration 54Q: 3 clusters Score -5479536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -5479542.000000 Penalty: 5105.492188
	Iteration 55Q: 3 clusters Score -5479542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -5479538.500000 Penalty: 5105.492188
	Iteration 56Q: 3 clusters Score -5479538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -5479533.500000 Penalty: 5105.492188
	Iteration 57Q: 3 clusters Score -5479534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -5479534.000000 Penalty: 5105.492188
	Iteration 58Q: 3 clusters Score -5479534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -5479540.500000 Penalty: 5105.492188
	Iteration 59Q: 3 clusters Score -5479540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -5479535.500000 Penalty: 5105.492188
	Iteration 60F: 3 clusters Score -5479536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -5479549.500000 Penalty: 5105.492188
	Iteration 61Q: 3 clusters Score -5479550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -5479547.500000 Penalty: 5105.492188
	Iteration 62Q: 3 clusters Score -5479548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -5479550.500000 Penalty: 5105.492188
	Iteration 63Q: 3 clusters Score -5479550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -5479551.000000 Penalty: 5105.492188
	Iteration 64Q: 3 clusters Score -5479551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -5479551.500000 Penalty: 5105.492188
	Iteration 65Q: 3 clusters Score -5479552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -5479554.500000 Penalty: 5105.492188
	Iteration 66Q: 3 clusters Score -5479554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -5479556.000000 Penalty: 5105.492188
	Iteration 67Q: 3 clusters Score -5479556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -5479559.000000 Penalty: 5105.492188
	Iteration 68Q: 3 clusters Score -5479559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5479562.000000 Penalty: 5105.492188
	Iteration 69Q: 3 clusters Score -5479562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -5479562.000000 Penalty: 5105.492188
	Iteration 70Q: 3 clusters Score -5479562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -5479571.500000 Penalty: 5105.492188
	Iteration 71Q: 3 clusters Score -5479572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -5479574.500000 Penalty: 5105.492188
	Iteration 72Q: 3 clusters Score -5479574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -5479573.500000 Penalty: 5105.492188
	Iteration 73Q: 3 clusters Score -5479574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5479584.500000 Penalty: 5105.492188
	Iteration 74Q: 3 clusters Score -5479584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -5479583.500000 Penalty: 5105.492188
	Iteration 75Q: 3 clusters Score -5479584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5479582.000000 Penalty: 5105.492188
	Iteration 76Q: 3 clusters Score -5479582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -5479583.000000 Penalty: 5105.492188
	Iteration 77Q: 3 clusters Score -5479583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -5479580.000000 Penalty: 5105.492188
	Iteration 78Q: 3 clusters Score -5479580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -5479578.000000 Penalty: 5105.492188
	Iteration 79Q: 3 clusters Score -5479578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -5479576.500000 Penalty: 5105.492188
	Iteration 80F: 3 clusters Score -5479576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -5479571.000000 Penalty: 5105.492188
	Iteration 81Q: 3 clusters Score -5479571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -5479564.500000 Penalty: 5105.492188
	Iteration 82Q: 3 clusters Score -5479564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -5479566.000000 Penalty: 5105.492188
	Iteration 83Q: 3 clusters Score -5479566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -5479565.500000 Penalty: 5105.492188
	Iteration 84Q: 3 clusters Score -5479566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5479567.500000 Penalty: 5105.492188
	Iteration 85Q: 3 clusters Score -5479568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5479569.500000 Penalty: 5105.492188
	Iteration 86Q: 3 clusters Score -5479570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -5479573.500000 Penalty: 5105.492188
	Iteration 87Q: 3 clusters Score -5479574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -5479571.500000 Penalty: 5105.492188
	Iteration 88Q: 3 clusters Score -5479572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5479563.500000 Penalty: 5105.492188
	Iteration 89Q: 3 clusters Score -5479564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -5479567.000000 Penalty: 5105.492188
	Iteration 90Q: 3 clusters Score -5479567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -5479567.000000 Penalty: 5105.492188
	Iteration 91F: 3 clusters Score -5479567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Entering Unmasked Estep 
Score: -6515374.000000 Penalty: 2593.606445
	Iteration 0F: 2 clusters Score -6515374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -6491706.000000 Penalty: 5187.212891
	Iteration 0F: 3 clusters Score -6491706 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6500151.000000 Penalty: 5187.212891
	Iteration 1F: 3 clusters Score -6500151 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -6500552.500000 Penalty: 5187.212891
	Iteration 2Q: 3 clusters Score -6500552 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -6501031.500000 Penalty: 5187.212891
	Iteration 3Q: 3 clusters Score -6501032 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -6501441.500000 Penalty: 5187.212891
	Iteration 4Q: 3 clusters Score -6501442 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -6501970.000000 Penalty: 5187.212891
	Iteration 5Q: 3 clusters Score -6501970 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -6502598.000000 Penalty: 5187.212891
	Iteration 6Q: 3 clusters Score -6502598 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -6503547.500000 Penalty: 5187.212891
	Iteration 7Q: 3 clusters Score -6503548 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -6504813.000000 Penalty: 5187.212891
	Iteration 8F: 3 clusters Score -6504813 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6506664.000000 Penalty: 5187.212891
	Iteration 9F: 3 clusters Score -6506664 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -6508723.000000 Penalty: 5187.212891
	Iteration 10F: 3 clusters Score -6508723 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -6510578.000000 Penalty: 5187.212891
	Iteration 11F: 3 clusters Score -6510578 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6511784.500000 Penalty: 5187.212891
	Iteration 12Q: 3 clusters Score -6511784 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6512433.500000 Penalty: 5187.212891
	Iteration 13Q: 3 clusters Score -6512434 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6512733.000000 Penalty: 5187.212891
	Iteration 14Q: 3 clusters Score -6512733 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6512903.500000 Penalty: 5187.212891
	Iteration 15Q: 3 clusters Score -6512904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6512982.500000 Penalty: 5187.212891
	Iteration 16Q: 3 clusters Score -6512982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6513018.000000 Penalty: 5187.212891
	Iteration 17Q: 3 clusters Score -6513018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6513031.500000 Penalty: 5187.212891
	Iteration 18Q: 3 clusters Score -6513032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6513058.000000 Penalty: 5187.212891
	Iteration 19Q: 3 clusters Score -6513058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6513082.500000 Penalty: 5187.212891
	Iteration 20F: 3 clusters Score -6513082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6513090.000000 Penalty: 5187.212891
	Iteration 21Q: 3 clusters Score -6513090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6513100.500000 Penalty: 5187.212891
	Iteration 22Q: 3 clusters Score -6513100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6513102.000000 Penalty: 5187.212891
	Iteration 23Q: 3 clusters Score -6513102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6513097.500000 Penalty: 5187.212891
	Iteration 24Q: 3 clusters Score -6513098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6513106.500000 Penalty: 5187.212891
	Iteration 25Q: 3 clusters Score -6513106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6513121.500000 Penalty: 5187.212891
	Iteration 26Q: 3 clusters Score -6513122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6513121.000000 Penalty: 5187.212891
	Iteration 27Q: 3 clusters Score -6513121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6513130.500000 Penalty: 5187.212891
	Iteration 28Q: 3 clusters Score -6513130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6513130.500000 Penalty: 5187.212891
	Iteration 29F: 3 clusters Score -6513130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Entering Unmasked Estep 
Score: -8843449.000000 Penalty: 2670.359619
	Iteration 0F: 2 clusters Score -8843449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -8811818.000000 Penalty: 5340.719238
	Iteration 0F: 3 clusters Score -8811818 nChanged 22075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -8824089.000000 Penalty: 5340.719238
	Iteration 1F: 3 clusters Score -8824089 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -8824727.000000 Penalty: 5340.719238
	Iteration 2Q: 3 clusters Score -8824727 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -8825366.000000 Penalty: 5340.719238
	Iteration 3Q: 3 clusters Score -8825366 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -8826045.000000 Penalty: 5340.719238
	Iteration 4Q: 3 clusters Score -8826045 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -8826663.000000 Penalty: 5340.719238
	Iteration 5Q: 3 clusters Score -8826663 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -8827382.000000 Penalty: 5340.719238
	Iteration 6Q: 3 clusters Score -8827382 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -8828107.000000 Penalty: 5340.719238
	Iteration 7Q: 3 clusters Score -8828107 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -8828904.000000 Penalty: 5340.719238
	Iteration 8Q: 3 clusters Score -8828904 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -8829567.000000 Penalty: 5340.719238
	Iteration 9Q: 3 clusters Score -8829567 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -8830259.000000 Penalty: 5340.719238
	Iteration 10Q: 3 clusters Score -8830259 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -8830958.000000 Penalty: 5340.719238
	Iteration 11Q: 3 clusters Score -8830958 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -8831701.000000 Penalty: 5340.719238
	Iteration 12Q: 3 clusters Score -8831701 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -8832470.000000 Penalty: 5340.719238
	Iteration 13Q: 3 clusters Score -8832470 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -8833239.000000 Penalty: 5340.719238
	Iteration 14Q: 3 clusters Score -8833239 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -8834062.000000 Penalty: 5340.719238
	Iteration 15Q: 3 clusters Score -8834062 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -8834732.000000 Penalty: 5340.719238
	Iteration 16Q: 3 clusters Score -8834732 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -8835300.000000 Penalty: 5340.719238
	Iteration 17Q: 3 clusters Score -8835300 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -8835769.000000 Penalty: 5340.719238
	Iteration 18Q: 3 clusters Score -8835769 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -8836124.000000 Penalty: 5340.719238
	Iteration 19Q: 3 clusters Score -8836124 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -8836338.000000 Penalty: 5340.719238
	Iteration 20F: 3 clusters Score -8836338 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -8836564.000000 Penalty: 5340.719238
	Iteration 21Q: 3 clusters Score -8836564 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -8836759.000000 Penalty: 5340.719238
	Iteration 22Q: 3 clusters Score -8836759 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -8837003.000000 Penalty: 5340.719238
	Iteration 23Q: 3 clusters Score -8837003 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -8837205.000000 Penalty: 5340.719238
	Iteration 24Q: 3 clusters Score -8837205 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -8837486.000000 Penalty: 5340.719238
	Iteration 25Q: 3 clusters Score -8837486 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -8837740.000000 Penalty: 5340.719238
	Iteration 26Q: 3 clusters Score -8837740 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -8837996.000000 Penalty: 5340.719238
	Iteration 27Q: 3 clusters Score -8837996 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -8838285.000000 Penalty: 5340.719238
	Iteration 28Q: 3 clusters Score -8838285 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -8838536.000000 Penalty: 5340.719238
	Iteration 29Q: 3 clusters Score -8838536 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8838798.000000 Penalty: 5340.719238
	Iteration 30Q: 3 clusters Score -8838798 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8839119.000000 Penalty: 5340.719238
	Iteration 31Q: 3 clusters Score -8839119 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8839399.000000 Penalty: 5340.719238
	Iteration 32Q: 3 clusters Score -8839399 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -8839683.000000 Penalty: 5340.719238
	Iteration 33Q: 3 clusters Score -8839683 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -8839934.000000 Penalty: 5340.719238
	Iteration 34Q: 3 clusters Score -8839934 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -8840187.000000 Penalty: 5340.719238
	Iteration 35Q: 3 clusters Score -8840187 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -8840399.000000 Penalty: 5340.719238
	Iteration 36Q: 3 clusters Score -8840399 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -8840574.000000 Penalty: 5340.719238
	Iteration 37Q: 3 clusters Score -8840574 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -8840699.000000 Penalty: 5340.719238
	Iteration 38Q: 3 clusters Score -8840699 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8840783.000000 Penalty: 5340.719238
	Iteration 39Q: 3 clusters Score -8840783 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8840865.000000 Penalty: 5340.719238
	Iteration 40F: 3 clusters Score -8840865 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -8840915.000000 Penalty: 5340.719238
	Iteration 41Q: 3 clusters Score -8840915 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -8840967.000000 Penalty: 5340.719238
	Iteration 42Q: 3 clusters Score -8840967 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -8840986.000000 Penalty: 5340.719238
	Iteration 43Q: 3 clusters Score -8840986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -8840999.000000 Penalty: 5340.719238
	Iteration 44Q: 3 clusters Score -8840999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -8841015.000000 Penalty: 5340.719238
	Iteration 45Q: 3 clusters Score -8841015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -8841018.000000 Penalty: 5340.719238
	Iteration 46Q: 3 clusters Score -8841018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -8841024.000000 Penalty: 5340.719238
	Iteration 47Q: 3 clusters Score -8841024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -8841040.000000 Penalty: 5340.719238
	Iteration 48Q: 3 clusters Score -8841040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -8841046.000000 Penalty: 5340.719238
	Iteration 49Q: 3 clusters Score -8841046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -8841062.000000 Penalty: 5340.719238
	Iteration 50Q: 3 clusters Score -8841062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -8841078.000000 Penalty: 5340.719238
	Iteration 51Q: 3 clusters Score -8841078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -8841082.000000 Penalty: 5340.719238
	Iteration 52Q: 3 clusters Score -8841082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -8841092.000000 Penalty: 5340.719238
	Iteration 53Q: 3 clusters Score -8841092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -8841084.000000 Penalty: 5340.719238
	Iteration 54Q: 3 clusters Score -8841084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -8841097.000000 Penalty: 5340.719238
	Iteration 55Q: 3 clusters Score -8841097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -8841111.000000 Penalty: 5340.719238
	Iteration 56Q: 3 clusters Score -8841111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -8841111.000000 Penalty: 5340.719238
	Iteration 57Q: 3 clusters Score -8841111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -8841113.000000 Penalty: 5340.719238
	Iteration 58Q: 3 clusters Score -8841113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -8841118.000000 Penalty: 5340.719238
	Iteration 59Q: 3 clusters Score -8841118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -8841125.000000 Penalty: 5340.719238
	Iteration 60F: 3 clusters Score -8841125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -8841127.000000 Penalty: 5340.719238
	Iteration 61Q: 3 clusters Score -8841127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -8841131.000000 Penalty: 5340.719238
	Iteration 62Q: 3 clusters Score -8841131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -8841141.000000 Penalty: 5340.719238
	Iteration 63Q: 3 clusters Score -8841141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -8841130.000000 Penalty: 5340.719238
	Iteration 64Q: 3 clusters Score -8841130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -8841140.000000 Penalty: 5340.719238
	Iteration 65Q: 3 clusters Score -8841140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -8841140.000000 Penalty: 5340.719238
	Iteration 66F: 3 clusters Score -8841140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (52628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Entering Unmasked Estep 
Score: -9837460.000000 Penalty: 2696.008789
	Iteration 0F: 2 clusters Score -9837460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -9804832.000000 Penalty: 5392.017578
	Iteration 0F: 3 clusters Score -9804832 nChanged 24417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -9818585.000000 Penalty: 5392.017578
	Iteration 1F: 3 clusters Score -9818585 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -9819308.000000 Penalty: 5392.017578
	Iteration 2Q: 3 clusters Score -9819308 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -9820241.000000 Penalty: 5392.017578
	Iteration 3Q: 3 clusters Score -9820241 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -9821436.000000 Penalty: 5392.017578
	Iteration 4Q: 3 clusters Score -9821436 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -9823169.000000 Penalty: 5392.017578
	Iteration 5F: 3 clusters Score -9823169 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -9825492.000000 Penalty: 5392.017578
	Iteration 6F: 3 clusters Score -9825492 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -9828384.000000 Penalty: 5392.017578
	Iteration 7F: 3 clusters Score -9828384 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -9832012.000000 Penalty: 5392.017578
	Iteration 8F: 3 clusters Score -9832012 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -9833915.000000 Penalty: 5392.017578
	Iteration 9F: 3 clusters Score -9833915 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9834629.000000 Penalty: 5392.017578
	Iteration 10Q: 3 clusters Score -9834629 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9834949.000000 Penalty: 5392.017578
	Iteration 11Q: 3 clusters Score -9834949 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9835057.000000 Penalty: 5392.017578
	Iteration 12Q: 3 clusters Score -9835057 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9835129.000000 Penalty: 5392.017578
	Iteration 13Q: 3 clusters Score -9835129 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9835159.000000 Penalty: 5392.017578
	Iteration 14Q: 3 clusters Score -9835159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9835174.000000 Penalty: 5392.017578
	Iteration 15Q: 3 clusters Score -9835174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9835165.000000 Penalty: 5392.017578
	Iteration 16Q: 3 clusters Score -9835165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9835176.000000 Penalty: 5392.017578
	Iteration 17Q: 3 clusters Score -9835176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9835188.000000 Penalty: 5392.017578
	Iteration 18Q: 3 clusters Score -9835188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9835190.000000 Penalty: 5392.017578
	Iteration 19Q: 3 clusters Score -9835190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9835191.000000 Penalty: 5392.017578
	Iteration 20F: 3 clusters Score -9835191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9835193.000000 Penalty: 5392.017578
	Iteration 21Q: 3 clusters Score -9835193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9835199.000000 Penalty: 5392.017578
	Iteration 22Q: 3 clusters Score -9835199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9835203.000000 Penalty: 5392.017578
	Iteration 23Q: 3 clusters Score -9835203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9835203.000000 Penalty: 5392.017578
	Iteration 24Q: 3 clusters Score -9835203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9835206.000000 Penalty: 5392.017578
	Iteration 25Q: 3 clusters Score -9835206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9835206.000000 Penalty: 5392.017578
	Iteration 26F: 3 clusters Score -9835206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 52053 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44763 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7885 members 
Mstep: Class 8 contains 17309 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37065 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49176 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51731 members 
Mstep: Class 19 contains 33055 members 
Mstep: Class 20 contains 47254 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 37152 members 
Mstep: Class 23 contains 29535 members 
Mstep: Class 24 contains 34825 members 
Mstep: Class 25 contains 47457 members 
Mstep: Class 26 contains 52628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187664.000000 Penalty: 85816.687500
Iteration 279Q: 27 clusters Score -1.101877e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 52031 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44756 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7880 members 
Mstep: Class 8 contains 17372 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37062 members 
Mstep: Class 12 contains 6868 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49194 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51737 members 
Mstep: Class 19 contains 33047 members 
Mstep: Class 20 contains 47306 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 37113 members 
Mstep: Class 23 contains 29584 members 
Mstep: Class 24 contains 35057 members 
Mstep: Class 25 contains 47482 members 
Mstep: Class 26 contains 52307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188072.000000 Penalty: 85816.687500
Iteration 280F: 27 clusters Score -1.101881e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 52061 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44755 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 17433 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37058 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49196 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 51734 members 
Mstep: Class 19 contains 33048 members 
Mstep: Class 20 contains 47356 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 37071 members 
Mstep: Class 23 contains 29639 members 
Mstep: Class 24 contains 35257 members 
Mstep: Class 25 contains 47484 members 
Mstep: Class 26 contains 52052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188440.000000 Penalty: 85816.687500
Iteration 281Q: 27 clusters Score -1.101884e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 52078 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7861 members 
Mstep: Class 8 contains 17521 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37050 members 
Mstep: Class 12 contains 6809 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49234 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 51740 members 
Mstep: Class 19 contains 33042 members 
Mstep: Class 20 contains 47339 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 37030 members 
Mstep: Class 23 contains 29678 members 
Mstep: Class 24 contains 35472 members 
Mstep: Class 25 contains 47493 members 
Mstep: Class 26 contains 51822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188648.000000 Penalty: 85816.687500
Iteration 282Q: 27 clusters Score -1.101886e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 52086 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44720 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7853 members 
Mstep: Class 8 contains 17611 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37049 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49295 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 33041 members 
Mstep: Class 20 contains 47266 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 36957 members 
Mstep: Class 23 contains 29709 members 
Mstep: Class 24 contains 35701 members 
Mstep: Class 25 contains 47510 members 
Mstep: Class 26 contains 51630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188776.000000 Penalty: 85816.687500
Iteration 283Q: 27 clusters Score -1.101888e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 52068 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44719 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7843 members 
Mstep: Class 8 contains 17698 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37056 members 
Mstep: Class 12 contains 6775 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49319 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 51744 members 
Mstep: Class 19 contains 33041 members 
Mstep: Class 20 contains 47236 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 36900 members 
Mstep: Class 23 contains 29732 members 
Mstep: Class 24 contains 35916 members 
Mstep: Class 25 contains 47475 members 
Mstep: Class 26 contains 51491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188952.000000 Penalty: 85816.687500
Iteration 284Q: 27 clusters Score -1.10189e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 52039 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44704 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7827 members 
Mstep: Class 8 contains 17787 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37049 members 
Mstep: Class 12 contains 6755 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49351 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 51754 members 
Mstep: Class 19 contains 33041 members 
Mstep: Class 20 contains 47153 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 36858 members 
Mstep: Class 23 contains 29747 members 
Mstep: Class 24 contains 36153 members 
Mstep: Class 25 contains 47460 members 
Mstep: Class 26 contains 51363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188976.000000 Penalty: 85816.687500
Iteration 285Q: 27 clusters Score -1.10189e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 52003 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44713 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7815 members 
Mstep: Class 8 contains 17833 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37046 members 
Mstep: Class 12 contains 6745 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49313 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 51755 members 
Mstep: Class 19 contains 33038 members 
Mstep: Class 20 contains 47076 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 36846 members 
Mstep: Class 23 contains 29758 members 
Mstep: Class 24 contains 36338 members 
Mstep: Class 25 contains 47451 members 
Mstep: Class 26 contains 51339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189112.000000 Penalty: 85816.687500
Iteration 286Q: 27 clusters Score -1.101891e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 51956 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44719 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7812 members 
Mstep: Class 8 contains 17876 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37063 members 
Mstep: Class 12 contains 6735 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49293 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 51763 members 
Mstep: Class 19 contains 33027 members 
Mstep: Class 20 contains 47003 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 36824 members 
Mstep: Class 23 contains 29778 members 
Mstep: Class 24 contains 36439 members 
Mstep: Class 25 contains 47419 members 
Mstep: Class 26 contains 51403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189088.000000 Penalty: 85816.687500
Iteration 287Q: 27 clusters Score -1.101891e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 51920 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44738 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7800 members 
Mstep: Class 8 contains 17937 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 12 contains 6722 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49292 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 33014 members 
Mstep: Class 20 contains 46913 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 36790 members 
Mstep: Class 23 contains 29780 members 
Mstep: Class 24 contains 36510 members 
Mstep: Class 25 contains 47379 members 
Mstep: Class 26 contains 51503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189288.000000 Penalty: 85816.687500
Iteration 288Q: 27 clusters Score -1.101893e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 51901 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44747 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7793 members 
Mstep: Class 8 contains 18013 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37044 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49308 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 51770 members 
Mstep: Class 19 contains 33009 members 
Mstep: Class 20 contains 46856 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 36736 members 
Mstep: Class 23 contains 29767 members 
Mstep: Class 24 contains 36579 members 
Mstep: Class 25 contains 47332 members 
Mstep: Class 26 contains 51565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189352.000000 Penalty: 85816.687500
Iteration 289Q: 27 clusters Score -1.101894e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 51893 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44796 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7777 members 
Mstep: Class 8 contains 18060 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37020 members 
Mstep: Class 12 contains 6679 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49292 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 51786 members 
Mstep: Class 19 contains 33007 members 
Mstep: Class 20 contains 46872 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 36696 members 
Mstep: Class 23 contains 29760 members 
Mstep: Class 24 contains 36636 members 
Mstep: Class 25 contains 47278 members 
Mstep: Class 26 contains 51604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189328.000000 Penalty: 85816.687500
Iteration 290Q: 27 clusters Score -1.101893e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 51901 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44833 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7769 members 
Mstep: Class 8 contains 18111 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 37003 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49278 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 51796 members 
Mstep: Class 19 contains 33009 members 
Mstep: Class 20 contains 46862 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 36636 members 
Mstep: Class 23 contains 29745 members 
Mstep: Class 24 contains 36666 members 
Mstep: Class 25 contains 47244 members 
Mstep: Class 26 contains 51689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189232.000000 Penalty: 85816.687500
Iteration 291Q: 27 clusters Score -1.101892e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 51914 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44869 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7758 members 
Mstep: Class 8 contains 18178 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36992 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49261 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51803 members 
Mstep: Class 19 contains 33002 members 
Mstep: Class 20 contains 46818 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 29731 members 
Mstep: Class 24 contains 36695 members 
Mstep: Class 25 contains 47230 members 
Mstep: Class 26 contains 51743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189264.000000 Penalty: 85816.687500
Iteration 292Q: 27 clusters Score -1.101893e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 51934 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44872 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7748 members 
Mstep: Class 8 contains 18233 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36974 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49252 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51808 members 
Mstep: Class 19 contains 32998 members 
Mstep: Class 20 contains 46791 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 36541 members 
Mstep: Class 23 contains 29711 members 
Mstep: Class 24 contains 36722 members 
Mstep: Class 25 contains 47200 members 
Mstep: Class 26 contains 51835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189232.000000 Penalty: 85816.687500
Iteration 293Q: 27 clusters Score -1.101892e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 51964 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44867 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7738 members 
Mstep: Class 8 contains 18303 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36972 members 
Mstep: Class 12 contains 6605 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49253 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2592 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51817 members 
Mstep: Class 19 contains 32996 members 
Mstep: Class 20 contains 46763 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 36492 members 
Mstep: Class 23 contains 29692 members 
Mstep: Class 24 contains 36764 members 
Mstep: Class 25 contains 47185 members 
Mstep: Class 26 contains 51858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189328.000000 Penalty: 85816.687500
Iteration 294Q: 27 clusters Score -1.101893e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 51988 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44865 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7729 members 
Mstep: Class 8 contains 18367 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36966 members 
Mstep: Class 12 contains 6575 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49267 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51827 members 
Mstep: Class 19 contains 32993 members 
Mstep: Class 20 contains 46687 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 36440 members 
Mstep: Class 23 contains 29680 members 
Mstep: Class 24 contains 36761 members 
Mstep: Class 25 contains 47184 members 
Mstep: Class 26 contains 51947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189096.000000 Penalty: 85816.687500
Iteration 295Q: 27 clusters Score -1.101891e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 51995 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44885 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7716 members 
Mstep: Class 8 contains 18429 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36949 members 
Mstep: Class 12 contains 6558 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49248 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51818 members 
Mstep: Class 19 contains 32989 members 
Mstep: Class 20 contains 46657 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 36387 members 
Mstep: Class 23 contains 29676 members 
Mstep: Class 24 contains 36735 members 
Mstep: Class 25 contains 47162 members 
Mstep: Class 26 contains 52057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189200.000000 Penalty: 85816.687500
Iteration 296Q: 27 clusters Score -1.101892e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 52006 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44903 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7702 members 
Mstep: Class 8 contains 18485 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36937 members 
Mstep: Class 12 contains 6532 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49236 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51801 members 
Mstep: Class 19 contains 32983 members 
Mstep: Class 20 contains 46648 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 36335 members 
Mstep: Class 23 contains 29670 members 
Mstep: Class 24 contains 36722 members 
Mstep: Class 25 contains 47127 members 
Mstep: Class 26 contains 52163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189096.000000 Penalty: 85816.687500
Iteration 297Q: 27 clusters Score -1.101891e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 52009 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44930 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7696 members 
Mstep: Class 8 contains 18521 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36911 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49203 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51794 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 46659 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 29663 members 
Mstep: Class 24 contains 36681 members 
Mstep: Class 25 contains 47108 members 
Mstep: Class 26 contains 52294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189152.000000 Penalty: 85816.687500
Iteration 298Q: 27 clusters Score -1.101892e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 52041 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44959 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7691 members 
Mstep: Class 8 contains 18552 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36877 members 
Mstep: Class 12 contains 6499 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49225 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51767 members 
Mstep: Class 19 contains 32958 members 
Mstep: Class 20 contains 46694 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 36264 members 
Mstep: Class 23 contains 29648 members 
Mstep: Class 24 contains 36642 members 
Mstep: Class 25 contains 47093 members 
Mstep: Class 26 contains 52372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189216.000000 Penalty: 85816.687500
Iteration 299Q: 27 clusters Score -1.101892e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 52054 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44928 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7683 members 
Mstep: Class 8 contains 18568 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36852 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49246 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51758 members 
Mstep: Class 19 contains 32958 members 
Mstep: Class 20 contains 46725 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 36239 members 
Mstep: Class 23 contains 29636 members 
Mstep: Class 24 contains 36605 members 
Mstep: Class 25 contains 47092 members 
Mstep: Class 26 contains 52466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189160.000000 Penalty: 85816.687500
Iteration 300F: 27 clusters Score -1.101892e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 52061 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44914 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7679 members 
Mstep: Class 8 contains 18581 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36836 members 
Mstep: Class 12 contains 6468 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49245 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2591 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51746 members 
Mstep: Class 19 contains 32954 members 
Mstep: Class 20 contains 46790 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 36227 members 
Mstep: Class 23 contains 29621 members 
Mstep: Class 24 contains 36612 members 
Mstep: Class 25 contains 47067 members 
Mstep: Class 26 contains 52528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189160.000000 Penalty: 85816.687500
Iteration 301Q: 27 clusters Score -1.101892e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 52066 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44895 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7671 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36817 members 
Mstep: Class 12 contains 6455 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49249 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2590 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51745 members 
Mstep: Class 19 contains 32951 members 
Mstep: Class 20 contains 46866 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 36215 members 
Mstep: Class 23 contains 29612 members 
Mstep: Class 24 contains 36599 members 
Mstep: Class 25 contains 47055 members 
Mstep: Class 26 contains 52553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189104.000000 Penalty: 85816.687500
Iteration 302Q: 27 clusters Score -1.101891e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 52068 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44857 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7671 members 
Mstep: Class 8 contains 18631 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36798 members 
Mstep: Class 12 contains 6437 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49266 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51732 members 
Mstep: Class 19 contains 32948 members 
Mstep: Class 20 contains 46930 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 36195 members 
Mstep: Class 23 contains 29600 members 
Mstep: Class 24 contains 36627 members 
Mstep: Class 25 contains 47035 members 
Mstep: Class 26 contains 52556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189200.000000 Penalty: 85816.687500
Iteration 303Q: 27 clusters Score -1.101892e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 52050 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44847 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7672 members 
Mstep: Class 8 contains 18683 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36769 members 
Mstep: Class 12 contains 6416 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49255 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 51710 members 
Mstep: Class 19 contains 32950 members 
Mstep: Class 20 contains 47008 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 36178 members 
Mstep: Class 23 contains 29596 members 
Mstep: Class 24 contains 36628 members 
Mstep: Class 25 contains 47014 members 
Mstep: Class 26 contains 52567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189368.000000 Penalty: 85816.687500
Iteration 304Q: 27 clusters Score -1.101894e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 52065 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44798 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7675 members 
Mstep: Class 8 contains 18709 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36733 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49284 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51705 members 
Mstep: Class 19 contains 32942 members 
Mstep: Class 20 contains 47069 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 36155 members 
Mstep: Class 23 contains 29583 members 
Mstep: Class 24 contains 36614 members 
Mstep: Class 25 contains 47019 members 
Mstep: Class 26 contains 52598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189176.000000 Penalty: 85816.687500
Iteration 305Q: 27 clusters Score -1.101892e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 52081 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44774 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7669 members 
Mstep: Class 8 contains 18752 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36714 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49264 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51706 members 
Mstep: Class 19 contains 32929 members 
Mstep: Class 20 contains 47125 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 36138 members 
Mstep: Class 23 contains 29577 members 
Mstep: Class 24 contains 36631 members 
Mstep: Class 25 contains 47026 members 
Mstep: Class 26 contains 52573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189064.000000 Penalty: 85816.687500
Iteration 306Q: 27 clusters Score -1.101891e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 52072 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44759 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7668 members 
Mstep: Class 8 contains 18814 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36687 members 
Mstep: Class 12 contains 6380 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49245 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51699 members 
Mstep: Class 19 contains 32916 members 
Mstep: Class 20 contains 47218 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 36120 members 
Mstep: Class 23 contains 29576 members 
Mstep: Class 24 contains 36667 members 
Mstep: Class 25 contains 47025 members 
Mstep: Class 26 contains 52507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189056.000000 Penalty: 85816.687500
Iteration 307Q: 27 clusters Score -1.101891e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 52073 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44754 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 18865 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36667 members 
Mstep: Class 12 contains 6366 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49228 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51678 members 
Mstep: Class 19 contains 32907 members 
Mstep: Class 20 contains 47300 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 36099 members 
Mstep: Class 23 contains 29574 members 
Mstep: Class 24 contains 36733 members 
Mstep: Class 25 contains 47027 members 
Mstep: Class 26 contains 52409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189088.000000 Penalty: 85816.687500
Iteration 308Q: 27 clusters Score -1.101891e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 52091 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44744 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7660 members 
Mstep: Class 8 contains 18933 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36635 members 
Mstep: Class 12 contains 6355 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49238 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51654 members 
Mstep: Class 19 contains 32897 members 
Mstep: Class 20 contains 47284 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 36083 members 
Mstep: Class 23 contains 29572 members 
Mstep: Class 24 contains 36793 members 
Mstep: Class 25 contains 47026 members 
Mstep: Class 26 contains 52371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189200.000000 Penalty: 85816.687500
Iteration 309Q: 27 clusters Score -1.101892e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 52105 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7658 members 
Mstep: Class 8 contains 18988 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36598 members 
Mstep: Class 12 contains 6345 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49247 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51643 members 
Mstep: Class 19 contains 32884 members 
Mstep: Class 20 contains 47314 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 36059 members 
Mstep: Class 23 contains 29573 members 
Mstep: Class 24 contains 36827 members 
Mstep: Class 25 contains 47029 members 
Mstep: Class 26 contains 52331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189296.000000 Penalty: 85816.687500
Iteration 310Q: 27 clusters Score -1.101893e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 52122 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44741 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36573 members 
Mstep: Class 12 contains 6333 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49260 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51646 members 
Mstep: Class 19 contains 32878 members 
Mstep: Class 20 contains 47308 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 36042 members 
Mstep: Class 23 contains 29570 members 
Mstep: Class 24 contains 36882 members 
Mstep: Class 25 contains 47027 members 
Mstep: Class 26 contains 52302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189368.000000 Penalty: 85816.687500
Iteration 311Q: 27 clusters Score -1.101894e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 52122 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7655 members 
Mstep: Class 8 contains 19075 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36547 members 
Mstep: Class 12 contains 6321 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49259 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51644 members 
Mstep: Class 19 contains 32874 members 
Mstep: Class 20 contains 47309 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 29567 members 
Mstep: Class 24 contains 36922 members 
Mstep: Class 25 contains 47019 members 
Mstep: Class 26 contains 52298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189424.000000 Penalty: 85816.687500
Iteration 312Q: 27 clusters Score -1.101894e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 52147 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44754 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7654 members 
Mstep: Class 8 contains 19128 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36524 members 
Mstep: Class 12 contains 6314 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49242 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51639 members 
Mstep: Class 19 contains 32867 members 
Mstep: Class 20 contains 47302 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35983 members 
Mstep: Class 23 contains 29562 members 
Mstep: Class 24 contains 36961 members 
Mstep: Class 25 contains 47022 members 
Mstep: Class 26 contains 52292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189592.000000 Penalty: 85816.687500
Iteration 313Q: 27 clusters Score -1.101896e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 52147 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44756 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 19186 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36503 members 
Mstep: Class 12 contains 6302 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49252 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51634 members 
Mstep: Class 19 contains 32864 members 
Mstep: Class 20 contains 47259 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35956 members 
Mstep: Class 23 contains 29561 members 
Mstep: Class 24 contains 37018 members 
Mstep: Class 25 contains 47035 members 
Mstep: Class 26 contains 52281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189568.000000 Penalty: 85816.687500
Iteration 314Q: 27 clusters Score -1.101896e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 52105 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44764 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 19259 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36483 members 
Mstep: Class 12 contains 6296 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49255 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51634 members 
Mstep: Class 19 contains 32860 members 
Mstep: Class 20 contains 47219 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35935 members 
Mstep: Class 23 contains 29559 members 
Mstep: Class 24 contains 37096 members 
Mstep: Class 25 contains 47032 members 
Mstep: Class 26 contains 52267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189640.000000 Penalty: 85816.687500
Iteration 315Q: 27 clusters Score -1.101896e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 52094 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44770 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 19319 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36466 members 
Mstep: Class 12 contains 6290 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49269 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51634 members 
Mstep: Class 19 contains 32852 members 
Mstep: Class 20 contains 47194 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35911 members 
Mstep: Class 23 contains 29561 members 
Mstep: Class 24 contains 37157 members 
Mstep: Class 25 contains 47036 members 
Mstep: Class 26 contains 52231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189624.000000 Penalty: 85816.687500
Iteration 316Q: 27 clusters Score -1.101896e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 52081 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44789 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7639 members 
Mstep: Class 8 contains 19369 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36462 members 
Mstep: Class 12 contains 6284 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49284 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51628 members 
Mstep: Class 19 contains 32841 members 
Mstep: Class 20 contains 47174 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35891 members 
Mstep: Class 23 contains 29556 members 
Mstep: Class 24 contains 37237 members 
Mstep: Class 25 contains 47023 members 
Mstep: Class 26 contains 52208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189696.000000 Penalty: 85816.687500
Iteration 317Q: 27 clusters Score -1.101897e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 52071 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44790 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7635 members 
Mstep: Class 8 contains 19409 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36450 members 
Mstep: Class 12 contains 6273 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49292 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51618 members 
Mstep: Class 19 contains 32838 members 
Mstep: Class 20 contains 47203 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35871 members 
Mstep: Class 23 contains 29555 members 
Mstep: Class 24 contains 37268 members 
Mstep: Class 25 contains 47015 members 
Mstep: Class 26 contains 52189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189648.000000 Penalty: 85816.687500
Iteration 318Q: 27 clusters Score -1.101896e+08 nChanged 602
Entering ConstructFrom: 
Score: -110189648.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (44806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Entering Unmasked Estep 
Score: -8352313.000000 Penalty: 2656.104248
	Iteration 0F: 2 clusters Score -8352313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -8322735.500000 Penalty: 5312.208496
	Iteration 0F: 3 clusters Score -8322736 nChanged 20509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -8333963.000000 Penalty: 5312.208496
	Iteration 1F: 3 clusters Score -8333963 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -8334491.000000 Penalty: 5312.208496
	Iteration 2Q: 3 clusters Score -8334491 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -8335088.500000 Penalty: 5312.208496
	Iteration 3Q: 3 clusters Score -8335088 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -8335715.000000 Penalty: 5312.208496
	Iteration 4Q: 3 clusters Score -8335715 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -8336538.000000 Penalty: 5312.208496
	Iteration 5Q: 3 clusters Score -8336538 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -8337512.500000 Penalty: 5312.208496
	Iteration 6Q: 3 clusters Score -8337512 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -8338629.000000 Penalty: 5312.208496
	Iteration 7Q: 3 clusters Score -8338629 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -8339982.000000 Penalty: 5312.208496
	Iteration 8Q: 3 clusters Score -8339982 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -8341707.500000 Penalty: 5312.208496
	Iteration 9F: 3 clusters Score -8341708 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -8343687.500000 Penalty: 5312.208496
	Iteration 10F: 3 clusters Score -8343688 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -8345395.000000 Penalty: 5312.208496
	Iteration 11F: 3 clusters Score -8345395 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -8346606.500000 Penalty: 5312.208496
	Iteration 12Q: 3 clusters Score -8346606 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -8347322.500000 Penalty: 5312.208496
	Iteration 13Q: 3 clusters Score -8347322 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -8347655.500000 Penalty: 5312.208496
	Iteration 14Q: 3 clusters Score -8347656 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -8347892.500000 Penalty: 5312.208496
	Iteration 15Q: 3 clusters Score -8347892 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -8348113.500000 Penalty: 5312.208496
	Iteration 16Q: 3 clusters Score -8348114 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -8348294.000000 Penalty: 5312.208496
	Iteration 17Q: 3 clusters Score -8348294 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -8348423.000000 Penalty: 5312.208496
	Iteration 18Q: 3 clusters Score -8348423 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -8348536.000000 Penalty: 5312.208496
	Iteration 19Q: 3 clusters Score -8348536 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -8348585.500000 Penalty: 5312.208496
	Iteration 20F: 3 clusters Score -8348586 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -8348661.500000 Penalty: 5312.208496
	Iteration 21Q: 3 clusters Score -8348662 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -8348725.500000 Penalty: 5312.208496
	Iteration 22Q: 3 clusters Score -8348726 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -8348748.000000 Penalty: 5312.208496
	Iteration 23Q: 3 clusters Score -8348748 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -8348749.000000 Penalty: 5312.208496
	Iteration 24Q: 3 clusters Score -8348749 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -8348780.500000 Penalty: 5312.208496
	Iteration 25Q: 3 clusters Score -8348780 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -8348801.000000 Penalty: 5312.208496
	Iteration 26Q: 3 clusters Score -8348801 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -8348798.500000 Penalty: 5312.208496
	Iteration 27Q: 3 clusters Score -8348798 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -8348815.500000 Penalty: 5312.208496
	Iteration 28Q: 3 clusters Score -8348816 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -8348813.000000 Penalty: 5312.208496
	Iteration 29Q: 3 clusters Score -8348813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -8348819.000000 Penalty: 5312.208496
	Iteration 30Q: 3 clusters Score -8348819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -8348836.000000 Penalty: 5312.208496
	Iteration 31Q: 3 clusters Score -8348836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -8348847.000000 Penalty: 5312.208496
	Iteration 32Q: 3 clusters Score -8348847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -8348855.000000 Penalty: 5312.208496
	Iteration 33Q: 3 clusters Score -8348855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -8348855.500000 Penalty: 5312.208496
	Iteration 34Q: 3 clusters Score -8348856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -8348851.000000 Penalty: 5312.208496
	Iteration 35Q: 3 clusters Score -8348851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -8348856.000000 Penalty: 5312.208496
	Iteration 36Q: 3 clusters Score -8348856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -8348863.000000 Penalty: 5312.208496
	Iteration 37Q: 3 clusters Score -8348863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -8348857.000000 Penalty: 5312.208496
	Iteration 38Q: 3 clusters Score -8348857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -8348856.500000 Penalty: 5312.208496
	Iteration 39Q: 3 clusters Score -8348856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -8348855.500000 Penalty: 5312.208496
	Iteration 40F: 3 clusters Score -8348856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -8348858.500000 Penalty: 5312.208496
	Iteration 41Q: 3 clusters Score -8348858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -8348865.000000 Penalty: 5312.208496
	Iteration 42Q: 3 clusters Score -8348865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -8348852.000000 Penalty: 5312.208496
	Iteration 43Q: 3 clusters Score -8348852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -8348851.000000 Penalty: 5312.208496
	Iteration 44Q: 3 clusters Score -8348851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -8348852.500000 Penalty: 5312.208496
	Iteration 45Q: 3 clusters Score -8348852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -8348863.000000 Penalty: 5312.208496
	Iteration 46Q: 3 clusters Score -8348863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -8348867.000000 Penalty: 5312.208496
	Iteration 47Q: 3 clusters Score -8348867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -8348861.000000 Penalty: 5312.208496
	Iteration 48Q: 3 clusters Score -8348861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -8348860.000000 Penalty: 5312.208496
	Iteration 49Q: 3 clusters Score -8348860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -8348864.000000 Penalty: 5312.208496
	Iteration 50Q: 3 clusters Score -8348864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -8348863.500000 Penalty: 5312.208496
	Iteration 51Q: 3 clusters Score -8348864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -8348864.500000 Penalty: 5312.208496
	Iteration 52Q: 3 clusters Score -8348864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -8348870.000000 Penalty: 5312.208496
	Iteration 53Q: 3 clusters Score -8348870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -8348868.500000 Penalty: 5312.208496
	Iteration 54Q: 3 clusters Score -8348868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -8348869.000000 Penalty: 5312.208496
	Iteration 55Q: 3 clusters Score -8348869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -8348866.000000 Penalty: 5312.208496
	Iteration 56Q: 3 clusters Score -8348866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -8348877.000000 Penalty: 5312.208496
	Iteration 57Q: 3 clusters Score -8348877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -8348866.500000 Penalty: 5312.208496
	Iteration 58Q: 3 clusters Score -8348866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -8348866.500000 Penalty: 5312.208496
	Iteration 59F: 3 clusters Score -8348866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Entering Unmasked Estep 
Score: -9735490.000000 Penalty: 2693.327148
	Iteration 0F: 2 clusters Score -9735490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -9703805.000000 Penalty: 5386.654297
	Iteration 0F: 3 clusters Score -9703805 nChanged 24180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -9717374.000000 Penalty: 5386.654297
	Iteration 1F: 3 clusters Score -9717374 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -9717943.000000 Penalty: 5386.654297
	Iteration 2Q: 3 clusters Score -9717943 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -9718548.000000 Penalty: 5386.654297
	Iteration 3Q: 3 clusters Score -9718548 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -9719281.000000 Penalty: 5386.654297
	Iteration 4Q: 3 clusters Score -9719281 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -9720175.000000 Penalty: 5386.654297
	Iteration 5Q: 3 clusters Score -9720175 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -9721528.000000 Penalty: 5386.654297
	Iteration 6F: 3 clusters Score -9721528 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -9723577.000000 Penalty: 5386.654297
	Iteration 7F: 3 clusters Score -9723577 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -9726150.000000 Penalty: 5386.654297
	Iteration 8F: 3 clusters Score -9726150 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -9729243.000000 Penalty: 5386.654297
	Iteration 9F: 3 clusters Score -9729243 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -9731525.000000 Penalty: 5386.654297
	Iteration 10F: 3 clusters Score -9731525 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9732421.000000 Penalty: 5386.654297
	Iteration 11Q: 3 clusters Score -9732421 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9732771.000000 Penalty: 5386.654297
	Iteration 12Q: 3 clusters Score -9732771 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9732957.000000 Penalty: 5386.654297
	Iteration 13Q: 3 clusters Score -9732957 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9733052.000000 Penalty: 5386.654297
	Iteration 14Q: 3 clusters Score -9733052 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9733130.000000 Penalty: 5386.654297
	Iteration 15Q: 3 clusters Score -9733130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9733140.000000 Penalty: 5386.654297
	Iteration 16Q: 3 clusters Score -9733140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9733161.000000 Penalty: 5386.654297
	Iteration 17Q: 3 clusters Score -9733161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9733199.000000 Penalty: 5386.654297
	Iteration 18Q: 3 clusters Score -9733199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9733239.000000 Penalty: 5386.654297
	Iteration 19Q: 3 clusters Score -9733239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9733250.000000 Penalty: 5386.654297
	Iteration 20F: 3 clusters Score -9733250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9733251.000000 Penalty: 5386.654297
	Iteration 21Q: 3 clusters Score -9733251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9733257.000000 Penalty: 5386.654297
	Iteration 22Q: 3 clusters Score -9733257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9733260.000000 Penalty: 5386.654297
	Iteration 23Q: 3 clusters Score -9733260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9733266.000000 Penalty: 5386.654297
	Iteration 24Q: 3 clusters Score -9733266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9733271.000000 Penalty: 5386.654297
	Iteration 25Q: 3 clusters Score -9733271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9733269.000000 Penalty: 5386.654297
	Iteration 26Q: 3 clusters Score -9733269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9733271.000000 Penalty: 5386.654297
	Iteration 27Q: 3 clusters Score -9733271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9733271.000000 Penalty: 5386.654297
	Iteration 28F: 3 clusters Score -9733271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -203237.234375 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -203237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -201160.125000 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -201160.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -201711.421875 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -201711.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -202052.093750 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -202052.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -202278.000000 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -202278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -202426.609375 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -202426.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -202528.281250 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -202528.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202555.500000 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -202555.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -202571.078125 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -202571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202583.046875 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -202583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202585.765625 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -202585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202585.765625 Penalty: 3540.484131
	Iteration 10F: 3 clusters Score -202585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -51528.132812 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -51528.13 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 152 members 
Entering Unmasked Estep 
Score: -50246.058594 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -50246.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50317.050781 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -50317.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50385.089844 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -50385.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50432.109375 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -50432.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50468.277344 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -50468.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50493.562500 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -50493.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50512.117188 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -50512.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50521.246094 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -50521.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50534.523438 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -50534.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50549.972656 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -50549.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50564.601562 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -50564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50570.164062 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -50570.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50574.210938 Penalty: 2843.737305
	Iteration 12Q: 3 clusters Score -50574.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50574.210938 Penalty: 2843.737305
	Iteration 13F: 3 clusters Score -50574.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Entering Unmasked Estep 
Score: -8347371.500000 Penalty: 2655.998779
	Iteration 0F: 2 clusters Score -8347372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -8317461.500000 Penalty: 5311.997559
	Iteration 0F: 3 clusters Score -8317462 nChanged 20533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -8328788.000000 Penalty: 5311.997559
	Iteration 1F: 3 clusters Score -8328788 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -8329575.000000 Penalty: 5311.997559
	Iteration 2Q: 3 clusters Score -8329575 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -8330660.000000 Penalty: 5311.997559
	Iteration 3F: 3 clusters Score -8330660 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -8332258.500000 Penalty: 5311.997559
	Iteration 4F: 3 clusters Score -8332258 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -8334630.000000 Penalty: 5311.997559
	Iteration 5F: 3 clusters Score -8334630 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -8337540.000000 Penalty: 5311.997559
	Iteration 6F: 3 clusters Score -8337540 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -8340534.000000 Penalty: 5311.997559
	Iteration 7F: 3 clusters Score -8340534 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -8342510.500000 Penalty: 5311.997559
	Iteration 8Q: 3 clusters Score -8342510 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -8343346.500000 Penalty: 5311.997559
	Iteration 9Q: 3 clusters Score -8343346 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -8343712.000000 Penalty: 5311.997559
	Iteration 10Q: 3 clusters Score -8343712 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -8343919.000000 Penalty: 5311.997559
	Iteration 11Q: 3 clusters Score -8343919 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -8344092.500000 Penalty: 5311.997559
	Iteration 12Q: 3 clusters Score -8344092 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -8344179.500000 Penalty: 5311.997559
	Iteration 13Q: 3 clusters Score -8344180 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -8344255.500000 Penalty: 5311.997559
	Iteration 14Q: 3 clusters Score -8344256 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -8344298.500000 Penalty: 5311.997559
	Iteration 15Q: 3 clusters Score -8344298 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -8344328.000000 Penalty: 5311.997559
	Iteration 16Q: 3 clusters Score -8344328 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -8344349.500000 Penalty: 5311.997559
	Iteration 17Q: 3 clusters Score -8344350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -8344359.500000 Penalty: 5311.997559
	Iteration 18Q: 3 clusters Score -8344360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -8344367.000000 Penalty: 5311.997559
	Iteration 19Q: 3 clusters Score -8344367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -8344372.500000 Penalty: 5311.997559
	Iteration 20F: 3 clusters Score -8344372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -8344384.500000 Penalty: 5311.997559
	Iteration 21Q: 3 clusters Score -8344384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -8344409.000000 Penalty: 5311.997559
	Iteration 22Q: 3 clusters Score -8344409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -8344394.000000 Penalty: 5311.997559
	Iteration 23Q: 3 clusters Score -8344394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -8344399.500000 Penalty: 5311.997559
	Iteration 24Q: 3 clusters Score -8344400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -8344392.000000 Penalty: 5311.997559
	Iteration 25Q: 3 clusters Score -8344392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -8344413.500000 Penalty: 5311.997559
	Iteration 26Q: 3 clusters Score -8344414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -8344412.000000 Penalty: 5311.997559
	Iteration 27Q: 3 clusters Score -8344412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -8344401.500000 Penalty: 5311.997559
	Iteration 28Q: 3 clusters Score -8344402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -8344413.500000 Penalty: 5311.997559
	Iteration 29Q: 3 clusters Score -8344414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -8344417.000000 Penalty: 5311.997559
	Iteration 30Q: 3 clusters Score -8344417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -8344435.000000 Penalty: 5311.997559
	Iteration 31Q: 3 clusters Score -8344435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -8344432.000000 Penalty: 5311.997559
	Iteration 32Q: 3 clusters Score -8344432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -8344452.500000 Penalty: 5311.997559
	Iteration 33Q: 3 clusters Score -8344452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -8344446.500000 Penalty: 5311.997559
	Iteration 34Q: 3 clusters Score -8344446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -8344441.500000 Penalty: 5311.997559
	Iteration 35Q: 3 clusters Score -8344442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -8344445.000000 Penalty: 5311.997559
	Iteration 36Q: 3 clusters Score -8344445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -8344446.500000 Penalty: 5311.997559
	Iteration 37Q: 3 clusters Score -8344446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -8344441.500000 Penalty: 5311.997559
	Iteration 38Q: 3 clusters Score -8344442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -8344452.500000 Penalty: 5311.997559
	Iteration 39Q: 3 clusters Score -8344452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -8344466.000000 Penalty: 5311.997559
	Iteration 40F: 3 clusters Score -8344466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -8344458.500000 Penalty: 5311.997559
	Iteration 41Q: 3 clusters Score -8344458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -8344460.000000 Penalty: 5311.997559
	Iteration 42Q: 3 clusters Score -8344460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -8344467.000000 Penalty: 5311.997559
	Iteration 43Q: 3 clusters Score -8344467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -8344486.000000 Penalty: 5311.997559
	Iteration 44Q: 3 clusters Score -8344486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -8344492.500000 Penalty: 5311.997559
	Iteration 45Q: 3 clusters Score -8344492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -8344494.500000 Penalty: 5311.997559
	Iteration 46Q: 3 clusters Score -8344494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -8344495.500000 Penalty: 5311.997559
	Iteration 47Q: 3 clusters Score -8344496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -8344498.500000 Penalty: 5311.997559
	Iteration 48Q: 3 clusters Score -8344498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -8344500.500000 Penalty: 5311.997559
	Iteration 49Q: 3 clusters Score -8344500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -8344513.000000 Penalty: 5311.997559
	Iteration 50Q: 3 clusters Score -8344513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -8344502.000000 Penalty: 5311.997559
	Iteration 51Q: 3 clusters Score -8344502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -8344509.500000 Penalty: 5311.997559
	Iteration 52Q: 3 clusters Score -8344510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -8344509.000000 Penalty: 5311.997559
	Iteration 53Q: 3 clusters Score -8344509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -8344519.000000 Penalty: 5311.997559
	Iteration 54Q: 3 clusters Score -8344519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -8344519.500000 Penalty: 5311.997559
	Iteration 55Q: 3 clusters Score -8344520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -8344524.000000 Penalty: 5311.997559
	Iteration 56Q: 3 clusters Score -8344524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -8344522.000000 Penalty: 5311.997559
	Iteration 57Q: 3 clusters Score -8344522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -8344525.000000 Penalty: 5311.997559
	Iteration 58Q: 3 clusters Score -8344525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -8344515.000000 Penalty: 5311.997559
	Iteration 59Q: 3 clusters Score -8344515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -8344524.500000 Penalty: 5311.997559
	Iteration 60F: 3 clusters Score -8344524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -8344526.000000 Penalty: 5311.997559
	Iteration 61Q: 3 clusters Score -8344526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -8344525.000000 Penalty: 5311.997559
	Iteration 62Q: 3 clusters Score -8344525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -8344536.500000 Penalty: 5311.997559
	Iteration 63Q: 3 clusters Score -8344536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -8344541.000000 Penalty: 5311.997559
	Iteration 64Q: 3 clusters Score -8344541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -8344548.000000 Penalty: 5311.997559
	Iteration 65Q: 3 clusters Score -8344548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -8344548.000000 Penalty: 5311.997559
	Iteration 66Q: 3 clusters Score -8344548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -8344539.000000 Penalty: 5311.997559
	Iteration 67Q: 3 clusters Score -8344539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -8344540.000000 Penalty: 5311.997559
	Iteration 68Q: 3 clusters Score -8344540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -8344548.500000 Penalty: 5311.997559
	Iteration 69Q: 3 clusters Score -8344548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -8344550.000000 Penalty: 5311.997559
	Iteration 70Q: 3 clusters Score -8344550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -8344547.000000 Penalty: 5311.997559
	Iteration 71Q: 3 clusters Score -8344547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -8344544.000000 Penalty: 5311.997559
	Iteration 72Q: 3 clusters Score -8344544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -8344526.500000 Penalty: 5311.997559
	Iteration 73Q: 3 clusters Score -8344526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -8344528.500000 Penalty: 5311.997559
	Iteration 74Q: 3 clusters Score -8344528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -8344526.000000 Penalty: 5311.997559
	Iteration 75Q: 3 clusters Score -8344526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -8344529.000000 Penalty: 5311.997559
	Iteration 76Q: 3 clusters Score -8344529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -8344525.500000 Penalty: 5311.997559
	Iteration 77Q: 3 clusters Score -8344526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -8344534.500000 Penalty: 5311.997559
	Iteration 78Q: 3 clusters Score -8344534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -8344523.000000 Penalty: 5311.997559
	Iteration 79Q: 3 clusters Score -8344523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -8344518.000000 Penalty: 5311.997559
	Iteration 80F: 3 clusters Score -8344518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -8344515.500000 Penalty: 5311.997559
	Iteration 81Q: 3 clusters Score -8344516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -8344526.000000 Penalty: 5311.997559
	Iteration 82Q: 3 clusters Score -8344526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -8344520.500000 Penalty: 5311.997559
	Iteration 83Q: 3 clusters Score -8344520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -8344526.500000 Penalty: 5311.997559
	Iteration 84Q: 3 clusters Score -8344526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -8344526.000000 Penalty: 5311.997559
	Iteration 85Q: 3 clusters Score -8344526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -8344525.000000 Penalty: 5311.997559
	Iteration 86Q: 3 clusters Score -8344525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -8344530.000000 Penalty: 5311.997559
	Iteration 87Q: 3 clusters Score -8344530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -8344525.000000 Penalty: 5311.997559
	Iteration 88Q: 3 clusters Score -8344525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8344525.000000 Penalty: 5311.997559
	Iteration 89Q: 3 clusters Score -8344525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8344525.000000 Penalty: 5311.997559
	Iteration 90F: 3 clusters Score -8344525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26795.060547 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -26795.06 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 173 members 
Entering Unmasked Estep 
Score: -25612.357422 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -25612.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25846.187500 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -25846.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25960.283203 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -25960.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26022.228516 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -26022.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26053.066406 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -26053.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26061.886719 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -26061.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26075.123047 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -26075.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26080.623047 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -26080.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26084.441406 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -26084.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26090.453125 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -26090.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26097.439453 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -26097.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26151.937500 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -26151.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26164.785156 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -26164.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26170.179688 Penalty: 2885.287109
	Iteration 13Q: 3 clusters Score -26170.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26170.179688 Penalty: 2885.287109
	Iteration 14F: 3 clusters Score -26170.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Entering Unmasked Estep 
Score: -1423364.625000 Penalty: 2217.178467
	Iteration 0F: 2 clusters Score -1423365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1417223.625000 Penalty: 4434.356934
	Iteration 0F: 3 clusters Score -1417224 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1418824.125000 Penalty: 4434.356934
	Iteration 1F: 3 clusters Score -1418824 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1419043.500000 Penalty: 4434.356934
	Iteration 2F: 3 clusters Score -1419044 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1419189.375000 Penalty: 4434.356934
	Iteration 3Q: 3 clusters Score -1419189 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1419306.625000 Penalty: 4434.356934
	Iteration 4Q: 3 clusters Score -1419307 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1419417.750000 Penalty: 4434.356934
	Iteration 5Q: 3 clusters Score -1419418 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1419529.625000 Penalty: 4434.356934
	Iteration 6Q: 3 clusters Score -1419530 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1419648.750000 Penalty: 4434.356934
	Iteration 7Q: 3 clusters Score -1419649 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1419770.250000 Penalty: 4434.356934
	Iteration 8Q: 3 clusters Score -1419770 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1419894.000000 Penalty: 4434.356934
	Iteration 9Q: 3 clusters Score -1419894 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1420038.500000 Penalty: 4434.356934
	Iteration 10Q: 3 clusters Score -1420038 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1420165.500000 Penalty: 4434.356934
	Iteration 11Q: 3 clusters Score -1420166 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1420315.375000 Penalty: 4434.356934
	Iteration 12Q: 3 clusters Score -1420315 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1420470.875000 Penalty: 4434.356934
	Iteration 13Q: 3 clusters Score -1420471 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1420622.625000 Penalty: 4434.356934
	Iteration 14Q: 3 clusters Score -1420623 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1420770.875000 Penalty: 4434.356934
	Iteration 15Q: 3 clusters Score -1420771 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1420931.250000 Penalty: 4434.356934
	Iteration 16Q: 3 clusters Score -1420931 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1421068.125000 Penalty: 4434.356934
	Iteration 17Q: 3 clusters Score -1421068 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1421178.375000 Penalty: 4434.356934
	Iteration 18Q: 3 clusters Score -1421178 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1421277.375000 Penalty: 4434.356934
	Iteration 19Q: 3 clusters Score -1421277 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1421334.625000 Penalty: 4434.356934
	Iteration 20F: 3 clusters Score -1421335 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1421368.125000 Penalty: 4434.356934
	Iteration 21Q: 3 clusters Score -1421368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1421395.875000 Penalty: 4434.356934
	Iteration 22Q: 3 clusters Score -1421396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1421415.500000 Penalty: 4434.356934
	Iteration 23Q: 3 clusters Score -1421416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1421431.500000 Penalty: 4434.356934
	Iteration 24Q: 3 clusters Score -1421432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1421438.750000 Penalty: 4434.356934
	Iteration 25Q: 3 clusters Score -1421439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1421448.250000 Penalty: 4434.356934
	Iteration 26Q: 3 clusters Score -1421448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1421453.875000 Penalty: 4434.356934
	Iteration 27Q: 3 clusters Score -1421454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1421458.375000 Penalty: 4434.356934
	Iteration 28Q: 3 clusters Score -1421458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1421458.375000 Penalty: 4434.356934
	Iteration 29Q: 3 clusters Score -1421458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1421459.625000 Penalty: 4434.356934
	Iteration 30Q: 3 clusters Score -1421460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1421459.000000 Penalty: 4434.356934
	Iteration 31Q: 3 clusters Score -1421459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1421461.250000 Penalty: 4434.356934
	Iteration 32Q: 3 clusters Score -1421461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1421468.000000 Penalty: 4434.356934
	Iteration 33Q: 3 clusters Score -1421468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1421470.375000 Penalty: 4434.356934
	Iteration 34Q: 3 clusters Score -1421470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1421474.875000 Penalty: 4434.356934
	Iteration 35Q: 3 clusters Score -1421475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1421475.375000 Penalty: 4434.356934
	Iteration 36Q: 3 clusters Score -1421475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1421480.250000 Penalty: 4434.356934
	Iteration 37Q: 3 clusters Score -1421480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1421479.625000 Penalty: 4434.356934
	Iteration 38Q: 3 clusters Score -1421480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1421485.375000 Penalty: 4434.356934
	Iteration 39Q: 3 clusters Score -1421485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1421483.500000 Penalty: 4434.356934
	Iteration 40F: 3 clusters Score -1421484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1421482.250000 Penalty: 4434.356934
	Iteration 41Q: 3 clusters Score -1421482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1421483.875000 Penalty: 4434.356934
	Iteration 42Q: 3 clusters Score -1421484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1421483.875000 Penalty: 4434.356934
	Iteration 43F: 3 clusters Score -1421484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Entering Unmasked Estep 
Score: -3663801.500000 Penalty: 2449.149414
	Iteration 0F: 2 clusters Score -3663802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3649966.250000 Penalty: 4898.298828
	Iteration 0F: 3 clusters Score -3649966 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3654715.500000 Penalty: 4898.298828
	Iteration 1F: 3 clusters Score -3654716 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3655099.250000 Penalty: 4898.298828
	Iteration 2F: 3 clusters Score -3655099 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3655388.000000 Penalty: 4898.298828
	Iteration 3Q: 3 clusters Score -3655388 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3655614.000000 Penalty: 4898.298828
	Iteration 4Q: 3 clusters Score -3655614 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3655850.750000 Penalty: 4898.298828
	Iteration 5Q: 3 clusters Score -3655851 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -3656070.500000 Penalty: 4898.298828
	Iteration 6Q: 3 clusters Score -3656070 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3656302.750000 Penalty: 4898.298828
	Iteration 7Q: 3 clusters Score -3656303 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3656623.000000 Penalty: 4898.298828
	Iteration 8Q: 3 clusters Score -3656623 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3657044.250000 Penalty: 4898.298828
	Iteration 9Q: 3 clusters Score -3657044 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3657623.500000 Penalty: 4898.298828
	Iteration 10F: 3 clusters Score -3657624 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3658387.750000 Penalty: 4898.298828
	Iteration 11F: 3 clusters Score -3658388 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3659227.750000 Penalty: 4898.298828
	Iteration 12F: 3 clusters Score -3659228 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3660049.000000 Penalty: 4898.298828
	Iteration 13Q: 3 clusters Score -3660049 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3660674.500000 Penalty: 4898.298828
	Iteration 14Q: 3 clusters Score -3660674 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3661094.000000 Penalty: 4898.298828
	Iteration 15Q: 3 clusters Score -3661094 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3661350.000000 Penalty: 4898.298828
	Iteration 16Q: 3 clusters Score -3661350 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3661482.000000 Penalty: 4898.298828
	Iteration 17Q: 3 clusters Score -3661482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -3661544.750000 Penalty: 4898.298828
	Iteration 18Q: 3 clusters Score -3661545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3661583.500000 Penalty: 4898.298828
	Iteration 19Q: 3 clusters Score -3661584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3661614.250000 Penalty: 4898.298828
	Iteration 20F: 3 clusters Score -3661614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3661623.500000 Penalty: 4898.298828
	Iteration 21Q: 3 clusters Score -3661624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3661631.750000 Penalty: 4898.298828
	Iteration 22Q: 3 clusters Score -3661632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3661634.500000 Penalty: 4898.298828
	Iteration 23Q: 3 clusters Score -3661634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3661636.500000 Penalty: 4898.298828
	Iteration 24Q: 3 clusters Score -3661636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3661642.500000 Penalty: 4898.298828
	Iteration 25Q: 3 clusters Score -3661642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3661645.250000 Penalty: 4898.298828
	Iteration 26Q: 3 clusters Score -3661645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3661645.750000 Penalty: 4898.298828
	Iteration 27Q: 3 clusters Score -3661646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3661648.500000 Penalty: 4898.298828
	Iteration 28Q: 3 clusters Score -3661648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3661653.500000 Penalty: 4898.298828
	Iteration 29Q: 3 clusters Score -3661654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3661662.750000 Penalty: 4898.298828
	Iteration 30Q: 3 clusters Score -3661663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3661671.000000 Penalty: 4898.298828
	Iteration 31Q: 3 clusters Score -3661671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3661672.500000 Penalty: 4898.298828
	Iteration 32Q: 3 clusters Score -3661672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3661672.500000 Penalty: 4898.298828
	Iteration 33Q: 3 clusters Score -3661672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3661675.500000 Penalty: 4898.298828
	Iteration 34Q: 3 clusters Score -3661676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3661675.500000 Penalty: 4898.298828
	Iteration 35F: 3 clusters Score -3661676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -56234.574219 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -56234.57 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 190 members 
Entering Unmasked Estep 
Score: -54909.726562 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -54909.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55361.917969 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -55361.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55747.878906 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -55747.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55953.718750 Penalty: 2971.766357
	Iteration 3F: 3 clusters Score -55953.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56041.390625 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -56041.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -56100.050781 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -56100.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -56121.007812 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -56121.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -56122.300781 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -56122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -56125.027344 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -56125.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -56139.183594 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -56139.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -56140.621094 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -56140.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -56142.578125 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -56142.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -56170.125000 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -56170.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -56175.898438 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -56175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -56178.082031 Penalty: 2971.766357
	Iteration 14F: 3 clusters Score -56178.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -56189.316406 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -56189.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -56197.996094 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -56198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -56197.996094 Penalty: 2971.766357
	Iteration 17F: 3 clusters Score -56198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -57477.996094 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -57478 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 263 members 
Entering Unmasked Estep 
Score: -56037.261719 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -56037.26 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56410.421875 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -56410.42 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56689.035156 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -56689.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56854.015625 Penalty: 3101.899170
	Iteration 3F: 3 clusters Score -56854.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56940.304688 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -56940.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57060.847656 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -57060.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57134.531250 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -57134.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57180.039062 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -57180.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57200.457031 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -57200.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57221.921875 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -57221.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57272.660156 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -57272.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57290.140625 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -57290.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57290.140625 Penalty: 3101.899170
	Iteration 12F: 3 clusters Score -57290.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Entering Unmasked Estep 
Score: -6785016.000000 Penalty: 2604.875977
	Iteration 0F: 2 clusters Score -6785016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -6760494.500000 Penalty: 5209.751953
	Iteration 0F: 3 clusters Score -6760494 nChanged 16614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -6769479.500000 Penalty: 5209.751953
	Iteration 1F: 3 clusters Score -6769480 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -6769960.000000 Penalty: 5209.751953
	Iteration 2Q: 3 clusters Score -6769960 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -6770447.500000 Penalty: 5209.751953
	Iteration 3Q: 3 clusters Score -6770448 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -6771027.000000 Penalty: 5209.751953
	Iteration 4Q: 3 clusters Score -6771027 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -6771797.500000 Penalty: 5209.751953
	Iteration 5Q: 3 clusters Score -6771798 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -6772739.000000 Penalty: 5209.751953
	Iteration 6Q: 3 clusters Score -6772739 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -6773773.000000 Penalty: 5209.751953
	Iteration 7F: 3 clusters Score -6773773 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -6774990.500000 Penalty: 5209.751953
	Iteration 8F: 3 clusters Score -6774990 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -6776444.500000 Penalty: 5209.751953
	Iteration 9F: 3 clusters Score -6776444 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -6777929.500000 Penalty: 5209.751953
	Iteration 10F: 3 clusters Score -6777930 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -6779030.500000 Penalty: 5209.751953
	Iteration 11F: 3 clusters Score -6779030 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -6779639.500000 Penalty: 5209.751953
	Iteration 12Q: 3 clusters Score -6779640 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -6779972.500000 Penalty: 5209.751953
	Iteration 13Q: 3 clusters Score -6779972 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -6780212.000000 Penalty: 5209.751953
	Iteration 14Q: 3 clusters Score -6780212 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -6780443.500000 Penalty: 5209.751953
	Iteration 15Q: 3 clusters Score -6780444 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -6780697.500000 Penalty: 5209.751953
	Iteration 16Q: 3 clusters Score -6780698 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -6780910.000000 Penalty: 5209.751953
	Iteration 17Q: 3 clusters Score -6780910 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -6781155.000000 Penalty: 5209.751953
	Iteration 18Q: 3 clusters Score -6781155 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -6781348.500000 Penalty: 5209.751953
	Iteration 19Q: 3 clusters Score -6781348 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -6781520.000000 Penalty: 5209.751953
	Iteration 20F: 3 clusters Score -6781520 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -6781645.500000 Penalty: 5209.751953
	Iteration 21Q: 3 clusters Score -6781646 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -6781805.500000 Penalty: 5209.751953
	Iteration 22Q: 3 clusters Score -6781806 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -6781937.500000 Penalty: 5209.751953
	Iteration 23Q: 3 clusters Score -6781938 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -6782046.500000 Penalty: 5209.751953
	Iteration 24Q: 3 clusters Score -6782046 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -6782198.000000 Penalty: 5209.751953
	Iteration 25Q: 3 clusters Score -6782198 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -6782317.000000 Penalty: 5209.751953
	Iteration 26Q: 3 clusters Score -6782317 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -6782482.500000 Penalty: 5209.751953
	Iteration 27Q: 3 clusters Score -6782482 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -6782568.500000 Penalty: 5209.751953
	Iteration 28Q: 3 clusters Score -6782568 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -6782656.500000 Penalty: 5209.751953
	Iteration 29Q: 3 clusters Score -6782656 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -6782746.500000 Penalty: 5209.751953
	Iteration 30Q: 3 clusters Score -6782746 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -6782820.500000 Penalty: 5209.751953
	Iteration 31Q: 3 clusters Score -6782820 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -6782899.500000 Penalty: 5209.751953
	Iteration 32Q: 3 clusters Score -6782900 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -6782959.000000 Penalty: 5209.751953
	Iteration 33Q: 3 clusters Score -6782959 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -6783006.500000 Penalty: 5209.751953
	Iteration 34Q: 3 clusters Score -6783006 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -6783093.000000 Penalty: 5209.751953
	Iteration 35Q: 3 clusters Score -6783093 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6783151.000000 Penalty: 5209.751953
	Iteration 36Q: 3 clusters Score -6783151 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -6783185.000000 Penalty: 5209.751953
	Iteration 37Q: 3 clusters Score -6783185 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -6783222.000000 Penalty: 5209.751953
	Iteration 38Q: 3 clusters Score -6783222 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6783234.000000 Penalty: 5209.751953
	Iteration 39Q: 3 clusters Score -6783234 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6783256.000000 Penalty: 5209.751953
	Iteration 40F: 3 clusters Score -6783256 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6783294.500000 Penalty: 5209.751953
	Iteration 41Q: 3 clusters Score -6783294 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6783316.500000 Penalty: 5209.751953
	Iteration 42Q: 3 clusters Score -6783316 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6783341.000000 Penalty: 5209.751953
	Iteration 43Q: 3 clusters Score -6783341 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -6783339.000000 Penalty: 5209.751953
	Iteration 44Q: 3 clusters Score -6783339 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6783352.500000 Penalty: 5209.751953
	Iteration 45Q: 3 clusters Score -6783352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6783356.500000 Penalty: 5209.751953
	Iteration 46Q: 3 clusters Score -6783356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6783356.000000 Penalty: 5209.751953
	Iteration 47Q: 3 clusters Score -6783356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6783383.500000 Penalty: 5209.751953
	Iteration 48Q: 3 clusters Score -6783384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6783380.500000 Penalty: 5209.751953
	Iteration 49Q: 3 clusters Score -6783380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6783395.500000 Penalty: 5209.751953
	Iteration 50Q: 3 clusters Score -6783396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6783395.500000 Penalty: 5209.751953
	Iteration 51Q: 3 clusters Score -6783396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6783395.500000 Penalty: 5209.751953
	Iteration 52Q: 3 clusters Score -6783396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6783402.500000 Penalty: 5209.751953
	Iteration 53Q: 3 clusters Score -6783402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6783402.000000 Penalty: 5209.751953
	Iteration 54Q: 3 clusters Score -6783402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6783405.000000 Penalty: 5209.751953
	Iteration 55Q: 3 clusters Score -6783405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6783408.000000 Penalty: 5209.751953
	Iteration 56Q: 3 clusters Score -6783408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6783411.500000 Penalty: 5209.751953
	Iteration 57Q: 3 clusters Score -6783412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6783414.000000 Penalty: 5209.751953
	Iteration 58Q: 3 clusters Score -6783414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6783411.500000 Penalty: 5209.751953
	Iteration 59Q: 3 clusters Score -6783412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6783407.000000 Penalty: 5209.751953
	Iteration 60F: 3 clusters Score -6783407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6783414.500000 Penalty: 5209.751953
	Iteration 61Q: 3 clusters Score -6783414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6783405.000000 Penalty: 5209.751953
	Iteration 62Q: 3 clusters Score -6783405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6783401.500000 Penalty: 5209.751953
	Iteration 63Q: 3 clusters Score -6783402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6783407.500000 Penalty: 5209.751953
	Iteration 64Q: 3 clusters Score -6783408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6783414.000000 Penalty: 5209.751953
	Iteration 65Q: 3 clusters Score -6783414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6783398.000000 Penalty: 5209.751953
	Iteration 66Q: 3 clusters Score -6783398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6783418.000000 Penalty: 5209.751953
	Iteration 67Q: 3 clusters Score -6783418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6783418.000000 Penalty: 5209.751953
	Iteration 68Q: 3 clusters Score -6783418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6783414.500000 Penalty: 5209.751953
	Iteration 69Q: 3 clusters Score -6783414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6783417.500000 Penalty: 5209.751953
	Iteration 70Q: 3 clusters Score -6783418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6783414.500000 Penalty: 5209.751953
	Iteration 71Q: 3 clusters Score -6783414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6783419.500000 Penalty: 5209.751953
	Iteration 72Q: 3 clusters Score -6783420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6783418.000000 Penalty: 5209.751953
	Iteration 73Q: 3 clusters Score -6783418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6783418.500000 Penalty: 5209.751953
	Iteration 74Q: 3 clusters Score -6783418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6783422.000000 Penalty: 5209.751953
	Iteration 75Q: 3 clusters Score -6783422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6783418.000000 Penalty: 5209.751953
	Iteration 76Q: 3 clusters Score -6783418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6783421.500000 Penalty: 5209.751953
	Iteration 77Q: 3 clusters Score -6783422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6783434.000000 Penalty: 5209.751953
	Iteration 78Q: 3 clusters Score -6783434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6783427.000000 Penalty: 5209.751953
	Iteration 79Q: 3 clusters Score -6783427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6783418.000000 Penalty: 5209.751953
	Iteration 80F: 3 clusters Score -6783418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6783426.000000 Penalty: 5209.751953
	Iteration 81Q: 3 clusters Score -6783426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6783439.500000 Penalty: 5209.751953
	Iteration 82Q: 3 clusters Score -6783440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6783434.000000 Penalty: 5209.751953
	Iteration 83Q: 3 clusters Score -6783434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6783432.500000 Penalty: 5209.751953
	Iteration 84Q: 3 clusters Score -6783432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6783432.000000 Penalty: 5209.751953
	Iteration 85Q: 3 clusters Score -6783432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6783438.500000 Penalty: 5209.751953
	Iteration 86Q: 3 clusters Score -6783438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6783434.000000 Penalty: 5209.751953
	Iteration 87Q: 3 clusters Score -6783434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6783429.000000 Penalty: 5209.751953
	Iteration 88Q: 3 clusters Score -6783429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6783443.000000 Penalty: 5209.751953
	Iteration 89Q: 3 clusters Score -6783443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6783442.500000 Penalty: 5209.751953
	Iteration 90Q: 3 clusters Score -6783442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6783446.500000 Penalty: 5209.751953
	Iteration 91Q: 3 clusters Score -6783446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6783450.000000 Penalty: 5209.751953
	Iteration 92Q: 3 clusters Score -6783450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6783450.000000 Penalty: 5209.751953
	Iteration 93Q: 3 clusters Score -6783450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6783450.500000 Penalty: 5209.751953
	Iteration 94Q: 3 clusters Score -6783450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6783452.000000 Penalty: 5209.751953
	Iteration 95Q: 3 clusters Score -6783452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6783454.000000 Penalty: 5209.751953
	Iteration 96Q: 3 clusters Score -6783454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6783454.000000 Penalty: 5209.751953
	Iteration 97Q: 3 clusters Score -6783454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6783452.000000 Penalty: 5209.751953
	Iteration 98Q: 3 clusters Score -6783452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6783449.500000 Penalty: 5209.751953
	Iteration 99Q: 3 clusters Score -6783450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6783446.500000 Penalty: 5209.751953
	Iteration 100F: 3 clusters Score -6783446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6783450.000000 Penalty: 5209.751953
	Iteration 101Q: 3 clusters Score -6783450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6783451.000000 Penalty: 5209.751953
	Iteration 102Q: 3 clusters Score -6783451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6783456.500000 Penalty: 5209.751953
	Iteration 103Q: 3 clusters Score -6783456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6783456.500000 Penalty: 5209.751953
	Iteration 104F: 3 clusters Score -6783456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Entering Unmasked Estep 
Score: -1170043.875000 Penalty: 2168.039551
	Iteration 0F: 2 clusters Score -1170044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1164751.875000 Penalty: 4336.079102
	Iteration 0F: 3 clusters Score -1164752 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1166057.750000 Penalty: 4336.079102
	Iteration 1F: 3 clusters Score -1166058 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1166321.000000 Penalty: 4336.079102
	Iteration 2F: 3 clusters Score -1166321 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1166500.000000 Penalty: 4336.079102
	Iteration 3F: 3 clusters Score -1166500 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1166636.125000 Penalty: 4336.079102
	Iteration 4Q: 3 clusters Score -1166636 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1166772.750000 Penalty: 4336.079102
	Iteration 5Q: 3 clusters Score -1166773 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1166921.375000 Penalty: 4336.079102
	Iteration 6Q: 3 clusters Score -1166921 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1167066.125000 Penalty: 4336.079102
	Iteration 7Q: 3 clusters Score -1167066 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1167207.750000 Penalty: 4336.079102
	Iteration 8Q: 3 clusters Score -1167208 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1167336.875000 Penalty: 4336.079102
	Iteration 9Q: 3 clusters Score -1167337 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1167459.125000 Penalty: 4336.079102
	Iteration 10Q: 3 clusters Score -1167459 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1167567.500000 Penalty: 4336.079102
	Iteration 11Q: 3 clusters Score -1167568 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1167654.000000 Penalty: 4336.079102
	Iteration 12Q: 3 clusters Score -1167654 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1167720.250000 Penalty: 4336.079102
	Iteration 13Q: 3 clusters Score -1167720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1167785.625000 Penalty: 4336.079102
	Iteration 14Q: 3 clusters Score -1167786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1167845.125000 Penalty: 4336.079102
	Iteration 15Q: 3 clusters Score -1167845 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1167898.000000 Penalty: 4336.079102
	Iteration 16Q: 3 clusters Score -1167898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1167947.375000 Penalty: 4336.079102
	Iteration 17Q: 3 clusters Score -1167947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1167980.000000 Penalty: 4336.079102
	Iteration 18Q: 3 clusters Score -1167980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1168000.875000 Penalty: 4336.079102
	Iteration 19Q: 3 clusters Score -1168001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1168018.250000 Penalty: 4336.079102
	Iteration 20F: 3 clusters Score -1168018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1168030.625000 Penalty: 4336.079102
	Iteration 21Q: 3 clusters Score -1168031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1168040.125000 Penalty: 4336.079102
	Iteration 22Q: 3 clusters Score -1168040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1168060.000000 Penalty: 4336.079102
	Iteration 23Q: 3 clusters Score -1168060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1168069.125000 Penalty: 4336.079102
	Iteration 24Q: 3 clusters Score -1168069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1168078.500000 Penalty: 4336.079102
	Iteration 25Q: 3 clusters Score -1168078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1168078.500000 Penalty: 4336.079102
	Iteration 26Q: 3 clusters Score -1168078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1168081.375000 Penalty: 4336.079102
	Iteration 27Q: 3 clusters Score -1168081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1168084.250000 Penalty: 4336.079102
	Iteration 28Q: 3 clusters Score -1168084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1168087.750000 Penalty: 4336.079102
	Iteration 29Q: 3 clusters Score -1168088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1168087.750000 Penalty: 4336.079102
	Iteration 30F: 3 clusters Score -1168088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -77985.750000 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -77985.75 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 234 members 
Entering Unmasked Estep 
Score: -76581.695312 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -76581.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -76854.015625 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -76854.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -77006.835938 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -77006.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -77091.562500 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -77091.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -77155.414062 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -77155.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -77200.976562 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -77200.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -77213.359375 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -77213.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -77232.140625 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -77232.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -77241.343750 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -77241.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -77248.437500 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -77248.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -77254.695312 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -77254.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -77254.695312 Penalty: 3049.640381
	Iteration 11F: 3 clusters Score -77254.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Entering Unmasked Estep 
Score: -9225813.000000 Penalty: 2679.687500
	Iteration 0F: 2 clusters Score -9225813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -9194183.000000 Penalty: 5359.375000
	Iteration 0F: 3 clusters Score -9194183 nChanged 22775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -9206834.000000 Penalty: 5359.375000
	Iteration 1F: 3 clusters Score -9206834 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -9207485.000000 Penalty: 5359.375000
	Iteration 2Q: 3 clusters Score -9207485 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -9208237.000000 Penalty: 5359.375000
	Iteration 3Q: 3 clusters Score -9208237 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -9209072.000000 Penalty: 5359.375000
	Iteration 4Q: 3 clusters Score -9209072 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -9210209.000000 Penalty: 5359.375000
	Iteration 5Q: 3 clusters Score -9210209 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -9211844.000000 Penalty: 5359.375000
	Iteration 6F: 3 clusters Score -9211844 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -9213918.000000 Penalty: 5359.375000
	Iteration 7F: 3 clusters Score -9213918 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -9216141.000000 Penalty: 5359.375000
	Iteration 8F: 3 clusters Score -9216141 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -9217989.000000 Penalty: 5359.375000
	Iteration 9Q: 3 clusters Score -9217989 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -9219284.000000 Penalty: 5359.375000
	Iteration 10Q: 3 clusters Score -9219284 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -9220190.000000 Penalty: 5359.375000
	Iteration 11Q: 3 clusters Score -9220190 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -9220833.000000 Penalty: 5359.375000
	Iteration 12Q: 3 clusters Score -9220833 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -9221313.000000 Penalty: 5359.375000
	Iteration 13Q: 3 clusters Score -9221313 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -9221747.000000 Penalty: 5359.375000
	Iteration 14Q: 3 clusters Score -9221747 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -9222138.000000 Penalty: 5359.375000
	Iteration 15Q: 3 clusters Score -9222138 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -9222616.000000 Penalty: 5359.375000
	Iteration 16Q: 3 clusters Score -9222616 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -9223010.000000 Penalty: 5359.375000
	Iteration 17Q: 3 clusters Score -9223010 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -9223307.000000 Penalty: 5359.375000
	Iteration 18Q: 3 clusters Score -9223307 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -9223522.000000 Penalty: 5359.375000
	Iteration 19Q: 3 clusters Score -9223522 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -9223666.000000 Penalty: 5359.375000
	Iteration 20F: 3 clusters Score -9223666 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -9223800.000000 Penalty: 5359.375000
	Iteration 21Q: 3 clusters Score -9223800 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -9223952.000000 Penalty: 5359.375000
	Iteration 22Q: 3 clusters Score -9223952 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -9224045.000000 Penalty: 5359.375000
	Iteration 23Q: 3 clusters Score -9224045 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -9224107.000000 Penalty: 5359.375000
	Iteration 24Q: 3 clusters Score -9224107 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -9224120.000000 Penalty: 5359.375000
	Iteration 25Q: 3 clusters Score -9224120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -9224134.000000 Penalty: 5359.375000
	Iteration 26Q: 3 clusters Score -9224134 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -9224141.000000 Penalty: 5359.375000
	Iteration 27Q: 3 clusters Score -9224141 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -9224148.000000 Penalty: 5359.375000
	Iteration 28Q: 3 clusters Score -9224148 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -9224150.000000 Penalty: 5359.375000
	Iteration 29Q: 3 clusters Score -9224150 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -9224160.000000 Penalty: 5359.375000
	Iteration 30Q: 3 clusters Score -9224160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -9224172.000000 Penalty: 5359.375000
	Iteration 31Q: 3 clusters Score -9224172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -9224180.000000 Penalty: 5359.375000
	Iteration 32Q: 3 clusters Score -9224180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -9224179.000000 Penalty: 5359.375000
	Iteration 33Q: 3 clusters Score -9224179 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -9224167.000000 Penalty: 5359.375000
	Iteration 34Q: 3 clusters Score -9224167 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -9224139.000000 Penalty: 5359.375000
	Iteration 35Q: 3 clusters Score -9224139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -9224154.000000 Penalty: 5359.375000
	Iteration 36Q: 3 clusters Score -9224154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -9224132.000000 Penalty: 5359.375000
	Iteration 37Q: 3 clusters Score -9224132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -9224130.000000 Penalty: 5359.375000
	Iteration 38Q: 3 clusters Score -9224130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -9224129.000000 Penalty: 5359.375000
	Iteration 39Q: 3 clusters Score -9224129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -9224134.000000 Penalty: 5359.375000
	Iteration 40F: 3 clusters Score -9224134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -9224146.000000 Penalty: 5359.375000
	Iteration 41Q: 3 clusters Score -9224146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -9224136.000000 Penalty: 5359.375000
	Iteration 42Q: 3 clusters Score -9224136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -9224123.000000 Penalty: 5359.375000
	Iteration 43Q: 3 clusters Score -9224123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -9224114.000000 Penalty: 5359.375000
	Iteration 44Q: 3 clusters Score -9224114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -9224108.000000 Penalty: 5359.375000
	Iteration 45Q: 3 clusters Score -9224108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -9224118.000000 Penalty: 5359.375000
	Iteration 46Q: 3 clusters Score -9224118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -9224116.000000 Penalty: 5359.375000
	Iteration 47Q: 3 clusters Score -9224116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -9224123.000000 Penalty: 5359.375000
	Iteration 48Q: 3 clusters Score -9224123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -9224107.000000 Penalty: 5359.375000
	Iteration 49Q: 3 clusters Score -9224107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -9224118.000000 Penalty: 5359.375000
	Iteration 50Q: 3 clusters Score -9224118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -9224121.000000 Penalty: 5359.375000
	Iteration 51Q: 3 clusters Score -9224121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -9224113.000000 Penalty: 5359.375000
	Iteration 52Q: 3 clusters Score -9224113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -9224121.000000 Penalty: 5359.375000
	Iteration 53Q: 3 clusters Score -9224121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -9224107.000000 Penalty: 5359.375000
	Iteration 54Q: 3 clusters Score -9224107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -9224105.000000 Penalty: 5359.375000
	Iteration 55Q: 3 clusters Score -9224105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -9224110.000000 Penalty: 5359.375000
	Iteration 56Q: 3 clusters Score -9224110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -9224110.000000 Penalty: 5359.375000
	Iteration 57Q: 3 clusters Score -9224110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -9224122.000000 Penalty: 5359.375000
	Iteration 58Q: 3 clusters Score -9224122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -9224123.000000 Penalty: 5359.375000
	Iteration 59Q: 3 clusters Score -9224123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -9224107.000000 Penalty: 5359.375000
	Iteration 60F: 3 clusters Score -9224107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -9224107.000000 Penalty: 5359.375000
	Iteration 61Q: 3 clusters Score -9224107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -9224087.000000 Penalty: 5359.375000
	Iteration 62Q: 3 clusters Score -9224087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -9224091.000000 Penalty: 5359.375000
	Iteration 63Q: 3 clusters Score -9224091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -9224084.000000 Penalty: 5359.375000
	Iteration 64Q: 3 clusters Score -9224084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -9224095.000000 Penalty: 5359.375000
	Iteration 65Q: 3 clusters Score -9224095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -9224089.000000 Penalty: 5359.375000
	Iteration 66Q: 3 clusters Score -9224089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -9224082.000000 Penalty: 5359.375000
	Iteration 67Q: 3 clusters Score -9224082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -9224077.000000 Penalty: 5359.375000
	Iteration 68Q: 3 clusters Score -9224077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -9224080.000000 Penalty: 5359.375000
	Iteration 69Q: 3 clusters Score -9224080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -9224091.000000 Penalty: 5359.375000
	Iteration 70Q: 3 clusters Score -9224091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -9224086.000000 Penalty: 5359.375000
	Iteration 71Q: 3 clusters Score -9224086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -9224084.000000 Penalty: 5359.375000
	Iteration 72Q: 3 clusters Score -9224084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -9224090.000000 Penalty: 5359.375000
	Iteration 73Q: 3 clusters Score -9224090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -9224096.000000 Penalty: 5359.375000
	Iteration 74Q: 3 clusters Score -9224096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -9224088.000000 Penalty: 5359.375000
	Iteration 75Q: 3 clusters Score -9224088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -9224090.000000 Penalty: 5359.375000
	Iteration 76Q: 3 clusters Score -9224090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -9224100.000000 Penalty: 5359.375000
	Iteration 77Q: 3 clusters Score -9224100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -9224085.000000 Penalty: 5359.375000
	Iteration 78Q: 3 clusters Score -9224085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -9224096.000000 Penalty: 5359.375000
	Iteration 79Q: 3 clusters Score -9224096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -9224095.000000 Penalty: 5359.375000
	Iteration 80F: 3 clusters Score -9224095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -9224088.000000 Penalty: 5359.375000
	Iteration 81Q: 3 clusters Score -9224088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -9224088.000000 Penalty: 5359.375000
	Iteration 82F: 3 clusters Score -9224088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -98260.304688 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -98260.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96646.976562 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -96646.98 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97057.164062 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -97057.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97281.023438 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -97281.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97495.531250 Penalty: 3266.056396
	Iteration 3F: 3 clusters Score -97495.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97623.218750 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -97623.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97798.656250 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -97798.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98104.953125 Penalty: 3266.056396
	Iteration 6F: 3 clusters Score -98104.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98319.460938 Penalty: 3266.056396
	Iteration 7F: 3 clusters Score -98319.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -98487.320312 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -98487.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98553.976562 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -98553.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98607.750000 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -98607.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -98631.468750 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -98631.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98635.007812 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -98635.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98635.007812 Penalty: 3266.056396
	Iteration 13F: 3 clusters Score -98635.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 52062 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44787 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7633 members 
Mstep: Class 8 contains 19450 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36444 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49276 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51598 members 
Mstep: Class 19 contains 32833 members 
Mstep: Class 20 contains 47235 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35861 members 
Mstep: Class 23 contains 29551 members 
Mstep: Class 24 contains 37322 members 
Mstep: Class 25 contains 46997 members 
Mstep: Class 26 contains 52173 members 
Mstep: Class 27 contains 307 members 
Entering Unmasked Estep 
Score: -110188112.000000 Penalty: 89117.335938
Splitting cluster 15 changes total score from -110189648.000000 to -110188112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -450906.406250 Penalty: 1948.942871
	Iteration 0F: 2 clusters Score -450906.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -447879.437500 Penalty: 3897.885742
	Iteration 0F: 3 clusters Score -447879.4 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -448567.093750 Penalty: 3897.885742
	Iteration 1F: 3 clusters Score -448567.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -448744.156250 Penalty: 3897.885742
	Iteration 2F: 3 clusters Score -448744.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -448837.468750 Penalty: 3897.885742
	Iteration 3Q: 3 clusters Score -448837.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -448916.750000 Penalty: 3897.885742
	Iteration 4Q: 3 clusters Score -448916.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -448987.062500 Penalty: 3897.885742
	Iteration 5Q: 3 clusters Score -448987.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -449042.531250 Penalty: 3897.885742
	Iteration 6Q: 3 clusters Score -449042.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -449094.656250 Penalty: 3897.885742
	Iteration 7Q: 3 clusters Score -449094.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -449146.781250 Penalty: 3897.885742
	Iteration 8Q: 3 clusters Score -449146.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -449199.562500 Penalty: 3897.885742
	Iteration 9Q: 3 clusters Score -449199.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -449240.468750 Penalty: 3897.885742
	Iteration 10Q: 3 clusters Score -449240.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -449280.937500 Penalty: 3897.885742
	Iteration 11Q: 3 clusters Score -449280.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -449321.906250 Penalty: 3897.885742
	Iteration 12Q: 3 clusters Score -449321.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -449364.812500 Penalty: 3897.885742
	Iteration 13Q: 3 clusters Score -449364.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -449397.937500 Penalty: 3897.885742
	Iteration 14Q: 3 clusters Score -449397.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -449427.906250 Penalty: 3897.885742
	Iteration 15Q: 3 clusters Score -449427.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -449445.750000 Penalty: 3897.885742
	Iteration 16Q: 3 clusters Score -449445.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -449460.687500 Penalty: 3897.885742
	Iteration 17Q: 3 clusters Score -449460.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -449476.781250 Penalty: 3897.885742
	Iteration 18Q: 3 clusters Score -449476.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -449492.593750 Penalty: 3897.885742
	Iteration 19Q: 3 clusters Score -449492.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -449505.843750 Penalty: 3897.885742
	Iteration 20F: 3 clusters Score -449505.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -449518.093750 Penalty: 3897.885742
	Iteration 21Q: 3 clusters Score -449518.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -449527.750000 Penalty: 3897.885742
	Iteration 22Q: 3 clusters Score -449527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -449531.000000 Penalty: 3897.885742
	Iteration 23Q: 3 clusters Score -449531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -449532.906250 Penalty: 3897.885742
	Iteration 24Q: 3 clusters Score -449532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -449533.500000 Penalty: 3897.885742
	Iteration 25Q: 3 clusters Score -449533.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -449534.781250 Penalty: 3897.885742
	Iteration 26Q: 3 clusters Score -449534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -449535.843750 Penalty: 3897.885742
	Iteration 27Q: 3 clusters Score -449535.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -449537.906250 Penalty: 3897.885742
	Iteration 28Q: 3 clusters Score -449537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -449537.968750 Penalty: 3897.885742
	Iteration 29Q: 3 clusters Score -449538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -449539.000000 Penalty: 3897.885742
	Iteration 30Q: 3 clusters Score -449539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -449539.500000 Penalty: 3897.885742
	Iteration 31Q: 3 clusters Score -449539.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -449539.875000 Penalty: 3897.885742
	Iteration 32Q: 3 clusters Score -449539.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -449539.875000 Penalty: 3897.885742
	Iteration 33F: 3 clusters Score -449539.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -187760.671875 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -187760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -185792.484375 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -185792.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -186211.859375 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -186211.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -186451.921875 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -186451.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -186544.421875 Penalty: 3460.731689
	Iteration 3F: 3 clusters Score -186544.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -186612.062500 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -186612.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -186659.015625 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -186659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -186685.046875 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -186685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -186708.140625 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -186708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -186723.281250 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -186723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -186728.750000 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -186728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186730.421875 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -186730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -186731.859375 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -186731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -186734.890625 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -186734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186738.859375 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -186738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186741.421875 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -186741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186741.421875 Penalty: 3460.731689
	Iteration 15F: 3 clusters Score -186741.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Entering Unmasked Estep 
Score: -9496091.000000 Penalty: 2691.107178
	Iteration 0F: 2 clusters Score -9496091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -9462501.000000 Penalty: 5382.214355
	Iteration 0F: 3 clusters Score -9462501 nChanged 23885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -9475751.000000 Penalty: 5382.214355
	Iteration 1F: 3 clusters Score -9475751 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -9476169.000000 Penalty: 5382.214355
	Iteration 2Q: 3 clusters Score -9476169 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -9476613.000000 Penalty: 5382.214355
	Iteration 3Q: 3 clusters Score -9476613 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -9477100.000000 Penalty: 5382.214355
	Iteration 4Q: 3 clusters Score -9477100 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -9477675.000000 Penalty: 5382.214355
	Iteration 5Q: 3 clusters Score -9477675 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -9478350.000000 Penalty: 5382.214355
	Iteration 6Q: 3 clusters Score -9478350 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -9479407.000000 Penalty: 5382.214355
	Iteration 7Q: 3 clusters Score -9479407 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -9480764.000000 Penalty: 5382.214355
	Iteration 8Q: 3 clusters Score -9480764 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -9482590.000000 Penalty: 5382.214355
	Iteration 9Q: 3 clusters Score -9482590 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -9484711.000000 Penalty: 5382.214355
	Iteration 10F: 3 clusters Score -9484711 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -9486651.000000 Penalty: 5382.214355
	Iteration 11F: 3 clusters Score -9486651 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -9488212.000000 Penalty: 5382.214355
	Iteration 12Q: 3 clusters Score -9488212 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -9489396.000000 Penalty: 5382.214355
	Iteration 13Q: 3 clusters Score -9489396 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -9490218.000000 Penalty: 5382.214355
	Iteration 14Q: 3 clusters Score -9490218 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -9490850.000000 Penalty: 5382.214355
	Iteration 15Q: 3 clusters Score -9490850 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -9491327.000000 Penalty: 5382.214355
	Iteration 16Q: 3 clusters Score -9491327 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -9491799.000000 Penalty: 5382.214355
	Iteration 17Q: 3 clusters Score -9491799 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -9492209.000000 Penalty: 5382.214355
	Iteration 18Q: 3 clusters Score -9492209 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -9492573.000000 Penalty: 5382.214355
	Iteration 19Q: 3 clusters Score -9492573 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -9492865.000000 Penalty: 5382.214355
	Iteration 20F: 3 clusters Score -9492865 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -9493073.000000 Penalty: 5382.214355
	Iteration 21Q: 3 clusters Score -9493073 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -9493223.000000 Penalty: 5382.214355
	Iteration 22Q: 3 clusters Score -9493223 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -9493383.000000 Penalty: 5382.214355
	Iteration 23Q: 3 clusters Score -9493383 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -9493516.000000 Penalty: 5382.214355
	Iteration 24Q: 3 clusters Score -9493516 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -9493627.000000 Penalty: 5382.214355
	Iteration 25Q: 3 clusters Score -9493627 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -9493697.000000 Penalty: 5382.214355
	Iteration 26Q: 3 clusters Score -9493697 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -9493757.000000 Penalty: 5382.214355
	Iteration 27Q: 3 clusters Score -9493757 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -9493814.000000 Penalty: 5382.214355
	Iteration 28Q: 3 clusters Score -9493814 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -9493860.000000 Penalty: 5382.214355
	Iteration 29Q: 3 clusters Score -9493860 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -9493905.000000 Penalty: 5382.214355
	Iteration 30Q: 3 clusters Score -9493905 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -9493931.000000 Penalty: 5382.214355
	Iteration 31Q: 3 clusters Score -9493931 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -9493946.000000 Penalty: 5382.214355
	Iteration 32Q: 3 clusters Score -9493946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -9493949.000000 Penalty: 5382.214355
	Iteration 33Q: 3 clusters Score -9493949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -9493959.000000 Penalty: 5382.214355
	Iteration 34Q: 3 clusters Score -9493959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -9493973.000000 Penalty: 5382.214355
	Iteration 35Q: 3 clusters Score -9493973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -9494011.000000 Penalty: 5382.214355
	Iteration 36Q: 3 clusters Score -9494011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -9494010.000000 Penalty: 5382.214355
	Iteration 37Q: 3 clusters Score -9494010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -9494008.000000 Penalty: 5382.214355
	Iteration 38Q: 3 clusters Score -9494008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -9494012.000000 Penalty: 5382.214355
	Iteration 39Q: 3 clusters Score -9494012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -9494027.000000 Penalty: 5382.214355
	Iteration 40F: 3 clusters Score -9494027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -9494046.000000 Penalty: 5382.214355
	Iteration 41Q: 3 clusters Score -9494046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -9494034.000000 Penalty: 5382.214355
	Iteration 42Q: 3 clusters Score -9494034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -9494038.000000 Penalty: 5382.214355
	Iteration 43Q: 3 clusters Score -9494038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -9494071.000000 Penalty: 5382.214355
	Iteration 44Q: 3 clusters Score -9494071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -9494066.000000 Penalty: 5382.214355
	Iteration 45Q: 3 clusters Score -9494066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -9494072.000000 Penalty: 5382.214355
	Iteration 46Q: 3 clusters Score -9494072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -9494049.000000 Penalty: 5382.214355
	Iteration 47Q: 3 clusters Score -9494049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9494054.000000 Penalty: 5382.214355
	Iteration 48Q: 3 clusters Score -9494054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -9494068.000000 Penalty: 5382.214355
	Iteration 49Q: 3 clusters Score -9494068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -9494069.000000 Penalty: 5382.214355
	Iteration 50Q: 3 clusters Score -9494069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -9494078.000000 Penalty: 5382.214355
	Iteration 51Q: 3 clusters Score -9494078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -9494081.000000 Penalty: 5382.214355
	Iteration 52Q: 3 clusters Score -9494081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -9494086.000000 Penalty: 5382.214355
	Iteration 53Q: 3 clusters Score -9494086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -9494086.000000 Penalty: 5382.214355
	Iteration 54Q: 3 clusters Score -9494086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -9494086.000000 Penalty: 5382.214355
	Iteration 55F: 3 clusters Score -9494086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Entering Unmasked Estep 
Score: -5925546.500000 Penalty: 2578.998779
	Iteration 0F: 2 clusters Score -5925546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -5903254.000000 Penalty: 5157.997559
	Iteration 0F: 3 clusters Score -5903254 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -5911058.500000 Penalty: 5157.997559
	Iteration 1F: 3 clusters Score -5911058 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -5911400.000000 Penalty: 5157.997559
	Iteration 2Q: 3 clusters Score -5911400 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5911800.000000 Penalty: 5157.997559
	Iteration 3Q: 3 clusters Score -5911800 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -5912178.500000 Penalty: 5157.997559
	Iteration 4Q: 3 clusters Score -5912178 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -5912635.500000 Penalty: 5157.997559
	Iteration 5Q: 3 clusters Score -5912636 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -5913195.000000 Penalty: 5157.997559
	Iteration 6Q: 3 clusters Score -5913195 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5914008.000000 Penalty: 5157.997559
	Iteration 7Q: 3 clusters Score -5914008 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -5915089.000000 Penalty: 5157.997559
	Iteration 8F: 3 clusters Score -5915089 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -5916668.000000 Penalty: 5157.997559
	Iteration 9F: 3 clusters Score -5916668 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5918521.000000 Penalty: 5157.997559
	Iteration 10F: 3 clusters Score -5918521 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -5920239.500000 Penalty: 5157.997559
	Iteration 11F: 3 clusters Score -5920240 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5921532.500000 Penalty: 5157.997559
	Iteration 12Q: 3 clusters Score -5921532 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -5922306.500000 Penalty: 5157.997559
	Iteration 13Q: 3 clusters Score -5922306 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -5922719.500000 Penalty: 5157.997559
	Iteration 14Q: 3 clusters Score -5922720 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -5922955.000000 Penalty: 5157.997559
	Iteration 15Q: 3 clusters Score -5922955 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -5923109.500000 Penalty: 5157.997559
	Iteration 16Q: 3 clusters Score -5923110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -5923219.500000 Penalty: 5157.997559
	Iteration 17Q: 3 clusters Score -5923220 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -5923290.500000 Penalty: 5157.997559
	Iteration 18Q: 3 clusters Score -5923290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -5923348.500000 Penalty: 5157.997559
	Iteration 19Q: 3 clusters Score -5923348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -5923398.500000 Penalty: 5157.997559
	Iteration 20F: 3 clusters Score -5923398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -5923429.500000 Penalty: 5157.997559
	Iteration 21Q: 3 clusters Score -5923430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -5923438.500000 Penalty: 5157.997559
	Iteration 22Q: 3 clusters Score -5923438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -5923444.000000 Penalty: 5157.997559
	Iteration 23Q: 3 clusters Score -5923444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -5923455.000000 Penalty: 5157.997559
	Iteration 24Q: 3 clusters Score -5923455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -5923451.500000 Penalty: 5157.997559
	Iteration 25Q: 3 clusters Score -5923452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -5923451.500000 Penalty: 5157.997559
	Iteration 26F: 3 clusters Score -5923452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Entering Unmasked Estep 
Score: -8834534.000000 Penalty: 2669.197021
	Iteration 0F: 2 clusters Score -8834534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -8803377.000000 Penalty: 5338.394043
	Iteration 0F: 3 clusters Score -8803377 nChanged 21733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -8815269.000000 Penalty: 5338.394043
	Iteration 1F: 3 clusters Score -8815269 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -8815719.000000 Penalty: 5338.394043
	Iteration 2Q: 3 clusters Score -8815719 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -8816150.000000 Penalty: 5338.394043
	Iteration 3Q: 3 clusters Score -8816150 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -8816732.000000 Penalty: 5338.394043
	Iteration 4Q: 3 clusters Score -8816732 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -8817387.000000 Penalty: 5338.394043
	Iteration 5Q: 3 clusters Score -8817387 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -8818272.000000 Penalty: 5338.394043
	Iteration 6Q: 3 clusters Score -8818272 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -8819468.000000 Penalty: 5338.394043
	Iteration 7Q: 3 clusters Score -8819468 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -8821309.000000 Penalty: 5338.394043
	Iteration 8F: 3 clusters Score -8821309 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -8823475.000000 Penalty: 5338.394043
	Iteration 9F: 3 clusters Score -8823475 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -8826019.000000 Penalty: 5338.394043
	Iteration 10F: 3 clusters Score -8826019 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -8828057.000000 Penalty: 5338.394043
	Iteration 11F: 3 clusters Score -8828057 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8829738.000000 Penalty: 5338.394043
	Iteration 12Q: 3 clusters Score -8829738 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8830710.000000 Penalty: 5338.394043
	Iteration 13Q: 3 clusters Score -8830710 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8831344.000000 Penalty: 5338.394043
	Iteration 14Q: 3 clusters Score -8831344 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8831768.000000 Penalty: 5338.394043
	Iteration 15Q: 3 clusters Score -8831768 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8831956.000000 Penalty: 5338.394043
	Iteration 16Q: 3 clusters Score -8831956 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8832084.000000 Penalty: 5338.394043
	Iteration 17Q: 3 clusters Score -8832084 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8832148.000000 Penalty: 5338.394043
	Iteration 18Q: 3 clusters Score -8832148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8832189.000000 Penalty: 5338.394043
	Iteration 19Q: 3 clusters Score -8832189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8832231.000000 Penalty: 5338.394043
	Iteration 20F: 3 clusters Score -8832231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8832245.000000 Penalty: 5338.394043
	Iteration 21Q: 3 clusters Score -8832245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8832254.000000 Penalty: 5338.394043
	Iteration 22Q: 3 clusters Score -8832254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8832271.000000 Penalty: 5338.394043
	Iteration 23Q: 3 clusters Score -8832271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8832279.000000 Penalty: 5338.394043
	Iteration 24Q: 3 clusters Score -8832279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8832284.000000 Penalty: 5338.394043
	Iteration 25Q: 3 clusters Score -8832284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8832286.000000 Penalty: 5338.394043
	Iteration 26Q: 3 clusters Score -8832286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8832288.000000 Penalty: 5338.394043
	Iteration 27Q: 3 clusters Score -8832288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8832288.000000 Penalty: 5338.394043
	Iteration 28F: 3 clusters Score -8832288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -110243.171875 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -110243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -108644.664062 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -108644.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -108974.976562 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -108975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -109132.054688 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -109132.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -109210.250000 Penalty: 3204.112793
	Iteration 3Q: 3 clusters Score -109210.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -109301.656250 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -109301.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -109402.781250 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -109402.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -109473.484375 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -109473.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -109535.359375 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -109535.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -109589.367188 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -109589.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -109623.804688 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -109623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -109648.085938 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -109648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -109657.085938 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -109657.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -109659.976562 Penalty: 3204.112793
	Iteration 12Q: 3 clusters Score -109660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -109659.976562 Penalty: 3204.112793
	Iteration 13F: 3 clusters Score -109660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Entering Unmasked Estep 
Score: -6621917.500000 Penalty: 2600.876709
	Iteration 0F: 2 clusters Score -6621918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -6597461.000000 Penalty: 5201.753418
	Iteration 0F: 3 clusters Score -6597461 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -6606294.500000 Penalty: 5201.753418
	Iteration 1F: 3 clusters Score -6606294 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -6606745.500000 Penalty: 5201.753418
	Iteration 2Q: 3 clusters Score -6606746 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -6607192.500000 Penalty: 5201.753418
	Iteration 3Q: 3 clusters Score -6607192 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -6607662.000000 Penalty: 5201.753418
	Iteration 4Q: 3 clusters Score -6607662 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -6608153.000000 Penalty: 5201.753418
	Iteration 5Q: 3 clusters Score -6608153 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -6608903.000000 Penalty: 5201.753418
	Iteration 6Q: 3 clusters Score -6608903 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -6609935.500000 Penalty: 5201.753418
	Iteration 7Q: 3 clusters Score -6609936 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -6611090.000000 Penalty: 5201.753418
	Iteration 8Q: 3 clusters Score -6611090 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -6612413.000000 Penalty: 5201.753418
	Iteration 9F: 3 clusters Score -6612413 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -6613578.500000 Penalty: 5201.753418
	Iteration 10Q: 3 clusters Score -6613578 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -6614571.500000 Penalty: 5201.753418
	Iteration 11Q: 3 clusters Score -6614572 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -6615320.000000 Penalty: 5201.753418
	Iteration 12Q: 3 clusters Score -6615320 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -6615763.000000 Penalty: 5201.753418
	Iteration 13Q: 3 clusters Score -6615763 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -6616048.000000 Penalty: 5201.753418
	Iteration 14Q: 3 clusters Score -6616048 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -6616262.500000 Penalty: 5201.753418
	Iteration 15Q: 3 clusters Score -6616262 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -6616503.000000 Penalty: 5201.753418
	Iteration 16Q: 3 clusters Score -6616503 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -6616658.000000 Penalty: 5201.753418
	Iteration 17Q: 3 clusters Score -6616658 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -6616813.000000 Penalty: 5201.753418
	Iteration 18Q: 3 clusters Score -6616813 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -6616963.000000 Penalty: 5201.753418
	Iteration 19Q: 3 clusters Score -6616963 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -6617159.500000 Penalty: 5201.753418
	Iteration 20F: 3 clusters Score -6617160 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -6617342.000000 Penalty: 5201.753418
	Iteration 21Q: 3 clusters Score -6617342 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -6617483.000000 Penalty: 5201.753418
	Iteration 22Q: 3 clusters Score -6617483 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -6617600.000000 Penalty: 5201.753418
	Iteration 23Q: 3 clusters Score -6617600 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -6617743.500000 Penalty: 5201.753418
	Iteration 24Q: 3 clusters Score -6617744 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -6617865.500000 Penalty: 5201.753418
	Iteration 25Q: 3 clusters Score -6617866 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -6617978.000000 Penalty: 5201.753418
	Iteration 26Q: 3 clusters Score -6617978 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -6618074.500000 Penalty: 5201.753418
	Iteration 27Q: 3 clusters Score -6618074 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -6618133.500000 Penalty: 5201.753418
	Iteration 28Q: 3 clusters Score -6618134 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -6618220.500000 Penalty: 5201.753418
	Iteration 29Q: 3 clusters Score -6618220 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -6618306.500000 Penalty: 5201.753418
	Iteration 30Q: 3 clusters Score -6618306 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -6618377.000000 Penalty: 5201.753418
	Iteration 31Q: 3 clusters Score -6618377 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -6618432.500000 Penalty: 5201.753418
	Iteration 32Q: 3 clusters Score -6618432 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -6618515.500000 Penalty: 5201.753418
	Iteration 33Q: 3 clusters Score -6618516 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -6618601.000000 Penalty: 5201.753418
	Iteration 34Q: 3 clusters Score -6618601 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -6618686.500000 Penalty: 5201.753418
	Iteration 35Q: 3 clusters Score -6618686 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -6618734.000000 Penalty: 5201.753418
	Iteration 36Q: 3 clusters Score -6618734 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -6618796.000000 Penalty: 5201.753418
	Iteration 37Q: 3 clusters Score -6618796 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -6618874.000000 Penalty: 5201.753418
	Iteration 38Q: 3 clusters Score -6618874 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -6618943.000000 Penalty: 5201.753418
	Iteration 39Q: 3 clusters Score -6618943 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -6619002.500000 Penalty: 5201.753418
	Iteration 40F: 3 clusters Score -6619002 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -6619067.500000 Penalty: 5201.753418
	Iteration 41Q: 3 clusters Score -6619068 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -6619117.000000 Penalty: 5201.753418
	Iteration 42Q: 3 clusters Score -6619117 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -6619172.500000 Penalty: 5201.753418
	Iteration 43Q: 3 clusters Score -6619172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -6619221.000000 Penalty: 5201.753418
	Iteration 44Q: 3 clusters Score -6619221 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -6619266.500000 Penalty: 5201.753418
	Iteration 45Q: 3 clusters Score -6619266 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6619316.000000 Penalty: 5201.753418
	Iteration 46Q: 3 clusters Score -6619316 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -6619362.000000 Penalty: 5201.753418
	Iteration 47Q: 3 clusters Score -6619362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -6619405.000000 Penalty: 5201.753418
	Iteration 48Q: 3 clusters Score -6619405 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -6619441.500000 Penalty: 5201.753418
	Iteration 49Q: 3 clusters Score -6619442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -6619490.500000 Penalty: 5201.753418
	Iteration 50Q: 3 clusters Score -6619490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -6619517.500000 Penalty: 5201.753418
	Iteration 51Q: 3 clusters Score -6619518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -6619543.000000 Penalty: 5201.753418
	Iteration 52Q: 3 clusters Score -6619543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -6619562.500000 Penalty: 5201.753418
	Iteration 53Q: 3 clusters Score -6619562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -6619583.000000 Penalty: 5201.753418
	Iteration 54Q: 3 clusters Score -6619583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -6619586.000000 Penalty: 5201.753418
	Iteration 55Q: 3 clusters Score -6619586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -6619594.000000 Penalty: 5201.753418
	Iteration 56Q: 3 clusters Score -6619594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -6619610.500000 Penalty: 5201.753418
	Iteration 57Q: 3 clusters Score -6619610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -6619617.000000 Penalty: 5201.753418
	Iteration 58Q: 3 clusters Score -6619617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -6619618.500000 Penalty: 5201.753418
	Iteration 59Q: 3 clusters Score -6619618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -6619620.500000 Penalty: 5201.753418
	Iteration 60F: 3 clusters Score -6619620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -6619630.000000 Penalty: 5201.753418
	Iteration 61Q: 3 clusters Score -6619630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -6619635.500000 Penalty: 5201.753418
	Iteration 62Q: 3 clusters Score -6619636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -6619634.500000 Penalty: 5201.753418
	Iteration 63Q: 3 clusters Score -6619634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -6619641.000000 Penalty: 5201.753418
	Iteration 64Q: 3 clusters Score -6619641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -6619642.000000 Penalty: 5201.753418
	Iteration 65Q: 3 clusters Score -6619642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -6619642.500000 Penalty: 5201.753418
	Iteration 66Q: 3 clusters Score -6619642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -6619636.000000 Penalty: 5201.753418
	Iteration 67Q: 3 clusters Score -6619636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -6619635.500000 Penalty: 5201.753418
	Iteration 68Q: 3 clusters Score -6619636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -6619648.000000 Penalty: 5201.753418
	Iteration 69Q: 3 clusters Score -6619648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -6619649.500000 Penalty: 5201.753418
	Iteration 70Q: 3 clusters Score -6619650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -6619660.000000 Penalty: 5201.753418
	Iteration 71Q: 3 clusters Score -6619660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -6619668.500000 Penalty: 5201.753418
	Iteration 72Q: 3 clusters Score -6619668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -6619664.000000 Penalty: 5201.753418
	Iteration 73Q: 3 clusters Score -6619664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -6619674.500000 Penalty: 5201.753418
	Iteration 74Q: 3 clusters Score -6619674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -6619677.000000 Penalty: 5201.753418
	Iteration 75Q: 3 clusters Score -6619677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -6619682.500000 Penalty: 5201.753418
	Iteration 76Q: 3 clusters Score -6619682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -6619682.500000 Penalty: 5201.753418
	Iteration 77Q: 3 clusters Score -6619682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -6619687.000000 Penalty: 5201.753418
	Iteration 78Q: 3 clusters Score -6619687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -6619696.500000 Penalty: 5201.753418
	Iteration 79Q: 3 clusters Score -6619696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -6619701.000000 Penalty: 5201.753418
	Iteration 80F: 3 clusters Score -6619701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -6619700.500000 Penalty: 5201.753418
	Iteration 81Q: 3 clusters Score -6619700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -6619698.000000 Penalty: 5201.753418
	Iteration 82Q: 3 clusters Score -6619698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -6619701.000000 Penalty: 5201.753418
	Iteration 83Q: 3 clusters Score -6619701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -6619704.000000 Penalty: 5201.753418
	Iteration 84Q: 3 clusters Score -6619704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -6619709.000000 Penalty: 5201.753418
	Iteration 85Q: 3 clusters Score -6619709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -6619712.000000 Penalty: 5201.753418
	Iteration 86Q: 3 clusters Score -6619712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -6619711.500000 Penalty: 5201.753418
	Iteration 87Q: 3 clusters Score -6619712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -6619718.000000 Penalty: 5201.753418
	Iteration 88Q: 3 clusters Score -6619718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -6619716.000000 Penalty: 5201.753418
	Iteration 89Q: 3 clusters Score -6619716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -6619712.500000 Penalty: 5201.753418
	Iteration 90Q: 3 clusters Score -6619712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -6619716.000000 Penalty: 5201.753418
	Iteration 91Q: 3 clusters Score -6619716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -6619716.000000 Penalty: 5201.753418
	Iteration 92Q: 3 clusters Score -6619716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -6619719.000000 Penalty: 5201.753418
	Iteration 93Q: 3 clusters Score -6619719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -6619723.500000 Penalty: 5201.753418
	Iteration 94Q: 3 clusters Score -6619724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -6619721.000000 Penalty: 5201.753418
	Iteration 95Q: 3 clusters Score -6619721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -6619724.000000 Penalty: 5201.753418
	Iteration 96Q: 3 clusters Score -6619724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -6619724.000000 Penalty: 5201.753418
	Iteration 97Q: 3 clusters Score -6619724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -6619724.000000 Penalty: 5201.753418
	Iteration 98F: 3 clusters Score -6619724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Entering Unmasked Estep 
Score: -5482760.500000 Penalty: 2552.880371
	Iteration 0F: 2 clusters Score -5482760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -5462439.000000 Penalty: 5105.760742
	Iteration 0F: 3 clusters Score -5462439 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -5469544.500000 Penalty: 5105.760742
	Iteration 1F: 3 clusters Score -5469544 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -5469897.000000 Penalty: 5105.760742
	Iteration 2Q: 3 clusters Score -5469897 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -5470194.500000 Penalty: 5105.760742
	Iteration 3Q: 3 clusters Score -5470194 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -5470460.500000 Penalty: 5105.760742
	Iteration 4Q: 3 clusters Score -5470460 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -5470834.500000 Penalty: 5105.760742
	Iteration 5Q: 3 clusters Score -5470834 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5471381.000000 Penalty: 5105.760742
	Iteration 6Q: 3 clusters Score -5471381 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -5472140.000000 Penalty: 5105.760742
	Iteration 7Q: 3 clusters Score -5472140 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -5473075.500000 Penalty: 5105.760742
	Iteration 8Q: 3 clusters Score -5473076 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -5474055.500000 Penalty: 5105.760742
	Iteration 9Q: 3 clusters Score -5474056 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -5475133.500000 Penalty: 5105.760742
	Iteration 10Q: 3 clusters Score -5475134 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -5476208.500000 Penalty: 5105.760742
	Iteration 11F: 3 clusters Score -5476208 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -5477379.000000 Penalty: 5105.760742
	Iteration 12F: 3 clusters Score -5477379 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -5478511.000000 Penalty: 5105.760742
	Iteration 13F: 3 clusters Score -5478511 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -5479489.500000 Penalty: 5105.760742
	Iteration 14F: 3 clusters Score -5479490 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -5480109.000000 Penalty: 5105.760742
	Iteration 15Q: 3 clusters Score -5480109 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -5480501.000000 Penalty: 5105.760742
	Iteration 16Q: 3 clusters Score -5480501 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -5480759.000000 Penalty: 5105.760742
	Iteration 17Q: 3 clusters Score -5480759 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -5481006.000000 Penalty: 5105.760742
	Iteration 18Q: 3 clusters Score -5481006 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -5481261.000000 Penalty: 5105.760742
	Iteration 19Q: 3 clusters Score -5481261 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -5481561.000000 Penalty: 5105.760742
	Iteration 20F: 3 clusters Score -5481561 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -5481782.000000 Penalty: 5105.760742
	Iteration 21Q: 3 clusters Score -5481782 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -5481918.500000 Penalty: 5105.760742
	Iteration 22Q: 3 clusters Score -5481918 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -5482007.500000 Penalty: 5105.760742
	Iteration 23Q: 3 clusters Score -5482008 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -5482052.000000 Penalty: 5105.760742
	Iteration 24Q: 3 clusters Score -5482052 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -5482084.000000 Penalty: 5105.760742
	Iteration 25Q: 3 clusters Score -5482084 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -5482098.500000 Penalty: 5105.760742
	Iteration 26Q: 3 clusters Score -5482098 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -5482127.000000 Penalty: 5105.760742
	Iteration 27Q: 3 clusters Score -5482127 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -5482128.000000 Penalty: 5105.760742
	Iteration 28Q: 3 clusters Score -5482128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -5482139.000000 Penalty: 5105.760742
	Iteration 29Q: 3 clusters Score -5482139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -5482162.000000 Penalty: 5105.760742
	Iteration 30Q: 3 clusters Score -5482162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -5482179.000000 Penalty: 5105.760742
	Iteration 31Q: 3 clusters Score -5482179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -5482180.000000 Penalty: 5105.760742
	Iteration 32Q: 3 clusters Score -5482180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -5482180.500000 Penalty: 5105.760742
	Iteration 33Q: 3 clusters Score -5482180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -5482188.000000 Penalty: 5105.760742
	Iteration 34Q: 3 clusters Score -5482188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -5482191.000000 Penalty: 5105.760742
	Iteration 35Q: 3 clusters Score -5482191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -5482193.500000 Penalty: 5105.760742
	Iteration 36Q: 3 clusters Score -5482194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -5482207.000000 Penalty: 5105.760742
	Iteration 37Q: 3 clusters Score -5482207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -5482213.000000 Penalty: 5105.760742
	Iteration 38Q: 3 clusters Score -5482213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -5482216.500000 Penalty: 5105.760742
	Iteration 39Q: 3 clusters Score -5482216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -5482220.500000 Penalty: 5105.760742
	Iteration 40F: 3 clusters Score -5482220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -5482219.500000 Penalty: 5105.760742
	Iteration 41Q: 3 clusters Score -5482220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -5482225.000000 Penalty: 5105.760742
	Iteration 42Q: 3 clusters Score -5482225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -5482236.000000 Penalty: 5105.760742
	Iteration 43Q: 3 clusters Score -5482236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -5482237.000000 Penalty: 5105.760742
	Iteration 44Q: 3 clusters Score -5482237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -5482262.000000 Penalty: 5105.760742
	Iteration 45Q: 3 clusters Score -5482262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -5482269.500000 Penalty: 5105.760742
	Iteration 46Q: 3 clusters Score -5482270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -5482266.500000 Penalty: 5105.760742
	Iteration 47Q: 3 clusters Score -5482266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -5482274.000000 Penalty: 5105.760742
	Iteration 48Q: 3 clusters Score -5482274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -5482278.000000 Penalty: 5105.760742
	Iteration 49Q: 3 clusters Score -5482278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -5482281.000000 Penalty: 5105.760742
	Iteration 50Q: 3 clusters Score -5482281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -5482279.000000 Penalty: 5105.760742
	Iteration 51Q: 3 clusters Score -5482279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -5482291.500000 Penalty: 5105.760742
	Iteration 52Q: 3 clusters Score -5482292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -5482279.500000 Penalty: 5105.760742
	Iteration 53Q: 3 clusters Score -5482280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -5482281.500000 Penalty: 5105.760742
	Iteration 54Q: 3 clusters Score -5482282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -5482273.500000 Penalty: 5105.760742
	Iteration 55Q: 3 clusters Score -5482274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5482288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -5482287.500000 Penalty: 5105.760742
	Iteration 57Q: 3 clusters Score -5482288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -5482299.500000 Penalty: 5105.760742
	Iteration 58Q: 3 clusters Score -5482300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -5482296.500000 Penalty: 5105.760742
	Iteration 59Q: 3 clusters Score -5482296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -5482291.000000 Penalty: 5105.760742
	Iteration 60F: 3 clusters Score -5482291 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -5482292.500000 Penalty: 5105.760742
	Iteration 61Q: 3 clusters Score -5482292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -5482306.500000 Penalty: 5105.760742
	Iteration 62Q: 3 clusters Score -5482306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -5482320.000000 Penalty: 5105.760742
	Iteration 63Q: 3 clusters Score -5482320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -5482318.000000 Penalty: 5105.760742
	Iteration 64Q: 3 clusters Score -5482318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5482321.500000 Penalty: 5105.760742
	Iteration 65Q: 3 clusters Score -5482322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5482314.000000 Penalty: 5105.760742
	Iteration 66Q: 3 clusters Score -5482314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -5482311.000000 Penalty: 5105.760742
	Iteration 67Q: 3 clusters Score -5482311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -5482314.000000 Penalty: 5105.760742
	Iteration 68Q: 3 clusters Score -5482314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -5482320.000000 Penalty: 5105.760742
	Iteration 69Q: 3 clusters Score -5482320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -5482324.000000 Penalty: 5105.760742
	Iteration 70Q: 3 clusters Score -5482324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -5482327.500000 Penalty: 5105.760742
	Iteration 71Q: 3 clusters Score -5482328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -5482320.500000 Penalty: 5105.760742
	Iteration 72Q: 3 clusters Score -5482320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -5482323.000000 Penalty: 5105.760742
	Iteration 73Q: 3 clusters Score -5482323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -5482325.000000 Penalty: 5105.760742
	Iteration 74Q: 3 clusters Score -5482325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -5482333.000000 Penalty: 5105.760742
	Iteration 75Q: 3 clusters Score -5482333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -5482336.500000 Penalty: 5105.760742
	Iteration 76Q: 3 clusters Score -5482336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -5482345.500000 Penalty: 5105.760742
	Iteration 77Q: 3 clusters Score -5482346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -5482347.500000 Penalty: 5105.760742
	Iteration 78Q: 3 clusters Score -5482348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -5482351.500000 Penalty: 5105.760742
	Iteration 79Q: 3 clusters Score -5482352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -5482349.500000 Penalty: 5105.760742
	Iteration 80F: 3 clusters Score -5482350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5482351.500000 Penalty: 5105.760742
	Iteration 81Q: 3 clusters Score -5482352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -5482369.500000 Penalty: 5105.760742
	Iteration 82Q: 3 clusters Score -5482370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -5482372.000000 Penalty: 5105.760742
	Iteration 83Q: 3 clusters Score -5482372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -5482371.000000 Penalty: 5105.760742
	Iteration 84Q: 3 clusters Score -5482371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -5482375.000000 Penalty: 5105.760742
	Iteration 85Q: 3 clusters Score -5482375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -5482381.000000 Penalty: 5105.760742
	Iteration 86Q: 3 clusters Score -5482381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -5482383.500000 Penalty: 5105.760742
	Iteration 87Q: 3 clusters Score -5482384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -5482383.500000 Penalty: 5105.760742
	Iteration 88Q: 3 clusters Score -5482384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -5482385.500000 Penalty: 5105.760742
	Iteration 89Q: 3 clusters Score -5482386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -5482393.500000 Penalty: 5105.760742
	Iteration 90Q: 3 clusters Score -5482394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5482384.500000 Penalty: 5105.760742
	Iteration 91Q: 3 clusters Score -5482384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5482389.000000 Penalty: 5105.760742
	Iteration 92Q: 3 clusters Score -5482389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -5482392.500000 Penalty: 5105.760742
	Iteration 93Q: 3 clusters Score -5482392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -5482396.500000 Penalty: 5105.760742
	Iteration 94Q: 3 clusters Score -5482396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -5482393.000000 Penalty: 5105.760742
	Iteration 95Q: 3 clusters Score -5482393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5482394.000000 Penalty: 5105.760742
	Iteration 96Q: 3 clusters Score -5482394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -5482380.000000 Penalty: 5105.760742
	Iteration 97Q: 3 clusters Score -5482380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -5482384.500000 Penalty: 5105.760742
	Iteration 98Q: 3 clusters Score -5482384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5482393.000000 Penalty: 5105.760742
	Iteration 99Q: 3 clusters Score -5482393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -5482396.000000 Penalty: 5105.760742
	Iteration 100F: 3 clusters Score -5482396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -5482398.000000 Penalty: 5105.760742
	Iteration 101Q: 3 clusters Score -5482398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -5482400.500000 Penalty: 5105.760742
	Iteration 102Q: 3 clusters Score -5482400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -5482399.000000 Penalty: 5105.760742
	Iteration 103Q: 3 clusters Score -5482399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -5482395.000000 Penalty: 5105.760742
	Iteration 104Q: 3 clusters Score -5482395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -5482403.000000 Penalty: 5105.760742
	Iteration 105Q: 3 clusters Score -5482403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -5482412.000000 Penalty: 5105.760742
	Iteration 106Q: 3 clusters Score -5482412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5482412.000000 Penalty: 5105.760742
	Iteration 107Q: 3 clusters Score -5482412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -5482408.000000 Penalty: 5105.760742
	Iteration 108Q: 3 clusters Score -5482408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -5482415.000000 Penalty: 5105.760742
	Iteration 109Q: 3 clusters Score -5482415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -5482413.000000 Penalty: 5105.760742
	Iteration 110Q: 3 clusters Score -5482413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -5482416.500000 Penalty: 5105.760742
	Iteration 111Q: 3 clusters Score -5482416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -5482425.000000 Penalty: 5105.760742
	Iteration 112Q: 3 clusters Score -5482425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -5482414.000000 Penalty: 5105.760742
	Iteration 113Q: 3 clusters Score -5482414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -5482417.000000 Penalty: 5105.760742
	Iteration 114Q: 3 clusters Score -5482417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -5482408.500000 Penalty: 5105.760742
	Iteration 115Q: 3 clusters Score -5482408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -5482409.500000 Penalty: 5105.760742
	Iteration 116Q: 3 clusters Score -5482410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -5482412.000000 Penalty: 5105.760742
	Iteration 117Q: 3 clusters Score -5482412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -5482421.000000 Penalty: 5105.760742
	Iteration 118Q: 3 clusters Score -5482421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -5482424.500000 Penalty: 5105.760742
	Iteration 119Q: 3 clusters Score -5482424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -5482424.500000 Penalty: 5105.760742
	Iteration 120F: 3 clusters Score -5482424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5482421.000000 Penalty: 5105.760742
	Iteration 121Q: 3 clusters Score -5482421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -5482426.000000 Penalty: 5105.760742
	Iteration 122Q: 3 clusters Score -5482426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5482424.500000 Penalty: 5105.760742
	Iteration 123Q: 3 clusters Score -5482424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -5482420.500000 Penalty: 5105.760742
	Iteration 124Q: 3 clusters Score -5482420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -5482428.000000 Penalty: 5105.760742
	Iteration 125Q: 3 clusters Score -5482428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -5482426.000000 Penalty: 5105.760742
	Iteration 126Q: 3 clusters Score -5482426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -5482420.000000 Penalty: 5105.760742
	Iteration 127Q: 3 clusters Score -5482420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -5482410.500000 Penalty: 5105.760742
	Iteration 128Q: 3 clusters Score -5482410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -5482409.500000 Penalty: 5105.760742
	Iteration 129Q: 3 clusters Score -5482410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5482408.500000 Penalty: 5105.760742
	Iteration 130Q: 3 clusters Score -5482408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -5482412.000000 Penalty: 5105.760742
	Iteration 131Q: 3 clusters Score -5482412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -5482418.000000 Penalty: 5105.760742
	Iteration 132Q: 3 clusters Score -5482418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -5482420.000000 Penalty: 5105.760742
	Iteration 133Q: 3 clusters Score -5482420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -5482418.000000 Penalty: 5105.760742
	Iteration 134Q: 3 clusters Score -5482418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -5482420.500000 Penalty: 5105.760742
	Iteration 135Q: 3 clusters Score -5482420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -5482423.000000 Penalty: 5105.760742
	Iteration 136Q: 3 clusters Score -5482423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -5482424.000000 Penalty: 5105.760742
	Iteration 137Q: 3 clusters Score -5482424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -5482420.000000 Penalty: 5105.760742
	Iteration 138Q: 3 clusters Score -5482420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -5482428.500000 Penalty: 5105.760742
	Iteration 139Q: 3 clusters Score -5482428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -5482424.500000 Penalty: 5105.760742
	Iteration 140F: 3 clusters Score -5482424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -5482431.000000 Penalty: 5105.760742
	Iteration 141Q: 3 clusters Score -5482431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -5482425.500000 Penalty: 5105.760742
	Iteration 142Q: 3 clusters Score -5482426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -5482427.000000 Penalty: 5105.760742
	Iteration 143Q: 3 clusters Score -5482427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -5482426.500000 Penalty: 5105.760742
	Iteration 144Q: 3 clusters Score -5482426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -5482429.000000 Penalty: 5105.760742
	Iteration 145Q: 3 clusters Score -5482429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -5482429.000000 Penalty: 5105.760742
	Iteration 146F: 3 clusters Score -5482429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37322 members 
Entering Unmasked Estep 
Score: -6979966.500000 Penalty: 2610.779785
	Iteration 0F: 2 clusters Score -6979966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -6954821.000000 Penalty: 5221.559570
	Iteration 0F: 3 clusters Score -6954821 nChanged 17137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -6964240.500000 Penalty: 5221.559570
	Iteration 1F: 3 clusters Score -6964240 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -6964866.000000 Penalty: 5221.559570
	Iteration 2Q: 3 clusters Score -6964866 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -6965433.000000 Penalty: 5221.559570
	Iteration 3Q: 3 clusters Score -6965433 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -6966045.500000 Penalty: 5221.559570
	Iteration 4Q: 3 clusters Score -6966046 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -6966785.000000 Penalty: 5221.559570
	Iteration 5Q: 3 clusters Score -6966785 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -6967665.500000 Penalty: 5221.559570
	Iteration 6Q: 3 clusters Score -6967666 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -6968968.000000 Penalty: 5221.559570
	Iteration 7Q: 3 clusters Score -6968968 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -6970548.000000 Penalty: 5221.559570
	Iteration 8F: 3 clusters Score -6970548 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -6971926.000000 Penalty: 5221.559570
	Iteration 9F: 3 clusters Score -6971926 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -6972805.000000 Penalty: 5221.559570
	Iteration 10Q: 3 clusters Score -6972805 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -6973556.500000 Penalty: 5221.559570
	Iteration 11Q: 3 clusters Score -6973556 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -6974289.500000 Penalty: 5221.559570
	Iteration 12Q: 3 clusters Score -6974290 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -6975075.000000 Penalty: 5221.559570
	Iteration 13Q: 3 clusters Score -6975075 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -6975776.500000 Penalty: 5221.559570
	Iteration 14Q: 3 clusters Score -6975776 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -6976375.500000 Penalty: 5221.559570
	Iteration 15Q: 3 clusters Score -6976376 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -6976732.000000 Penalty: 5221.559570
	Iteration 16Q: 3 clusters Score -6976732 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -6976997.500000 Penalty: 5221.559570
	Iteration 17Q: 3 clusters Score -6976998 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -6977132.500000 Penalty: 5221.559570
	Iteration 18Q: 3 clusters Score -6977132 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -6977243.000000 Penalty: 5221.559570
	Iteration 19Q: 3 clusters Score -6977243 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -6977306.000000 Penalty: 5221.559570
	Iteration 20F: 3 clusters Score -6977306 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -6977313.000000 Penalty: 5221.559570
	Iteration 21Q: 3 clusters Score -6977313 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -6977347.500000 Penalty: 5221.559570
	Iteration 22Q: 3 clusters Score -6977348 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -6977337.500000 Penalty: 5221.559570
	Iteration 23Q: 3 clusters Score -6977338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -6977351.500000 Penalty: 5221.559570
	Iteration 24Q: 3 clusters Score -6977352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -6977356.000000 Penalty: 5221.559570
	Iteration 25Q: 3 clusters Score -6977356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -6977333.500000 Penalty: 5221.559570
	Iteration 26Q: 3 clusters Score -6977334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -6977333.000000 Penalty: 5221.559570
	Iteration 27Q: 3 clusters Score -6977333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -6977323.000000 Penalty: 5221.559570
	Iteration 28Q: 3 clusters Score -6977323 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -6977343.500000 Penalty: 5221.559570
	Iteration 29Q: 3 clusters Score -6977344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -6977356.000000 Penalty: 5221.559570
	Iteration 30Q: 3 clusters Score -6977356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -6977349.500000 Penalty: 5221.559570
	Iteration 31Q: 3 clusters Score -6977350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -6977337.000000 Penalty: 5221.559570
	Iteration 32Q: 3 clusters Score -6977337 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -6977345.500000 Penalty: 5221.559570
	Iteration 33Q: 3 clusters Score -6977346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -6977325.500000 Penalty: 5221.559570
	Iteration 34Q: 3 clusters Score -6977326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -6977317.000000 Penalty: 5221.559570
	Iteration 35Q: 3 clusters Score -6977317 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -6977320.500000 Penalty: 5221.559570
	Iteration 36Q: 3 clusters Score -6977320 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -6977332.500000 Penalty: 5221.559570
	Iteration 37Q: 3 clusters Score -6977332 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -6977318.500000 Penalty: 5221.559570
	Iteration 38Q: 3 clusters Score -6977318 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -6977308.000000 Penalty: 5221.559570
	Iteration 39Q: 3 clusters Score -6977308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -6977302.500000 Penalty: 5221.559570
	Iteration 40F: 3 clusters Score -6977302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -6977311.000000 Penalty: 5221.559570
	Iteration 41Q: 3 clusters Score -6977311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -6977304.500000 Penalty: 5221.559570
	Iteration 42Q: 3 clusters Score -6977304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -6977323.000000 Penalty: 5221.559570
	Iteration 43Q: 3 clusters Score -6977323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -6977327.000000 Penalty: 5221.559570
	Iteration 44Q: 3 clusters Score -6977327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -6977324.500000 Penalty: 5221.559570
	Iteration 45Q: 3 clusters Score -6977324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -6977331.000000 Penalty: 5221.559570
	Iteration 46Q: 3 clusters Score -6977331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -6977338.000000 Penalty: 5221.559570
	Iteration 47Q: 3 clusters Score -6977338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -6977333.000000 Penalty: 5221.559570
	Iteration 48Q: 3 clusters Score -6977333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -6977321.500000 Penalty: 5221.559570
	Iteration 49Q: 3 clusters Score -6977322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -6977327.000000 Penalty: 5221.559570
	Iteration 50Q: 3 clusters Score -6977327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -6977324.000000 Penalty: 5221.559570
	Iteration 51Q: 3 clusters Score -6977324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -6977324.000000 Penalty: 5221.559570
	Iteration 52F: 3 clusters Score -6977324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (46997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Entering Unmasked Estep 
Score: -8757549.000000 Penalty: 2667.944092
	Iteration 0F: 2 clusters Score -8757549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -8726354.000000 Penalty: 5335.888184
	Iteration 0F: 3 clusters Score -8726354 nChanged 21675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -8738265.000000 Penalty: 5335.888184
	Iteration 1F: 3 clusters Score -8738265 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -8738797.000000 Penalty: 5335.888184
	Iteration 2Q: 3 clusters Score -8738797 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -8739342.000000 Penalty: 5335.888184
	Iteration 3Q: 3 clusters Score -8739342 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -8740002.000000 Penalty: 5335.888184
	Iteration 4Q: 3 clusters Score -8740002 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -8740559.000000 Penalty: 5335.888184
	Iteration 5Q: 3 clusters Score -8740559 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -8741196.000000 Penalty: 5335.888184
	Iteration 6Q: 3 clusters Score -8741196 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -8742107.000000 Penalty: 5335.888184
	Iteration 7Q: 3 clusters Score -8742107 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -8742902.000000 Penalty: 5335.888184
	Iteration 8Q: 3 clusters Score -8742902 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -8743891.000000 Penalty: 5335.888184
	Iteration 9Q: 3 clusters Score -8743891 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -8744828.000000 Penalty: 5335.888184
	Iteration 10Q: 3 clusters Score -8744828 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -8745718.000000 Penalty: 5335.888184
	Iteration 11Q: 3 clusters Score -8745718 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -8746598.000000 Penalty: 5335.888184
	Iteration 12Q: 3 clusters Score -8746598 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -8747288.000000 Penalty: 5335.888184
	Iteration 13Q: 3 clusters Score -8747288 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -8747777.000000 Penalty: 5335.888184
	Iteration 14Q: 3 clusters Score -8747777 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -8747990.000000 Penalty: 5335.888184
	Iteration 15Q: 3 clusters Score -8747990 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -8748144.000000 Penalty: 5335.888184
	Iteration 16Q: 3 clusters Score -8748144 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -8748213.000000 Penalty: 5335.888184
	Iteration 17Q: 3 clusters Score -8748213 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -8748268.000000 Penalty: 5335.888184
	Iteration 18Q: 3 clusters Score -8748268 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -8748302.000000 Penalty: 5335.888184
	Iteration 19Q: 3 clusters Score -8748302 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -8748350.000000 Penalty: 5335.888184
	Iteration 20F: 3 clusters Score -8748350 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -8748410.000000 Penalty: 5335.888184
	Iteration 21Q: 3 clusters Score -8748410 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -8748431.000000 Penalty: 5335.888184
	Iteration 22Q: 3 clusters Score -8748431 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -8748467.000000 Penalty: 5335.888184
	Iteration 23Q: 3 clusters Score -8748467 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -8748484.000000 Penalty: 5335.888184
	Iteration 24Q: 3 clusters Score -8748484 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -8748477.000000 Penalty: 5335.888184
	Iteration 25Q: 3 clusters Score -8748477 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -8748479.000000 Penalty: 5335.888184
	Iteration 26Q: 3 clusters Score -8748479 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -8748495.000000 Penalty: 5335.888184
	Iteration 27Q: 3 clusters Score -8748495 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -8748547.000000 Penalty: 5335.888184
	Iteration 28Q: 3 clusters Score -8748547 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -8748535.000000 Penalty: 5335.888184
	Iteration 29Q: 3 clusters Score -8748535 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -8748588.000000 Penalty: 5335.888184
	Iteration 30Q: 3 clusters Score -8748588 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -8748565.000000 Penalty: 5335.888184
	Iteration 31Q: 3 clusters Score -8748565 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -8748578.000000 Penalty: 5335.888184
	Iteration 32Q: 3 clusters Score -8748578 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -8748623.000000 Penalty: 5335.888184
	Iteration 33Q: 3 clusters Score -8748623 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -8748633.000000 Penalty: 5335.888184
	Iteration 34Q: 3 clusters Score -8748633 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -8748661.000000 Penalty: 5335.888184
	Iteration 35Q: 3 clusters Score -8748661 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -8748687.000000 Penalty: 5335.888184
	Iteration 36Q: 3 clusters Score -8748687 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -8748726.000000 Penalty: 5335.888184
	Iteration 37Q: 3 clusters Score -8748726 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -8748733.000000 Penalty: 5335.888184
	Iteration 38Q: 3 clusters Score -8748733 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -8748793.000000 Penalty: 5335.888184
	Iteration 39Q: 3 clusters Score -8748793 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -8748805.000000 Penalty: 5335.888184
	Iteration 40F: 3 clusters Score -8748805 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -8748833.000000 Penalty: 5335.888184
	Iteration 41Q: 3 clusters Score -8748833 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -8748953.000000 Penalty: 5335.888184
	Iteration 42Q: 3 clusters Score -8748953 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -8749026.000000 Penalty: 5335.888184
	Iteration 43Q: 3 clusters Score -8749026 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -8749138.000000 Penalty: 5335.888184
	Iteration 44Q: 3 clusters Score -8749138 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -8749316.000000 Penalty: 5335.888184
	Iteration 45Q: 3 clusters Score -8749316 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -8749553.000000 Penalty: 5335.888184
	Iteration 46Q: 3 clusters Score -8749553 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -8749873.000000 Penalty: 5335.888184
	Iteration 47Q: 3 clusters Score -8749873 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -8750288.000000 Penalty: 5335.888184
	Iteration 48Q: 3 clusters Score -8750288 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -8751015.000000 Penalty: 5335.888184
	Iteration 49Q: 3 clusters Score -8751015 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -8751940.000000 Penalty: 5335.888184
	Iteration 50Q: 3 clusters Score -8751940 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -8752988.000000 Penalty: 5335.888184
	Iteration 51Q: 3 clusters Score -8752988 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -8753876.000000 Penalty: 5335.888184
	Iteration 52Q: 3 clusters Score -8753876 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -8754442.000000 Penalty: 5335.888184
	Iteration 53Q: 3 clusters Score -8754442 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -8754708.000000 Penalty: 5335.888184
	Iteration 54Q: 3 clusters Score -8754708 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -8754973.000000 Penalty: 5335.888184
	Iteration 55Q: 3 clusters Score -8754973 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -8755072.000000 Penalty: 5335.888184
	Iteration 56Q: 3 clusters Score -8755072 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -8755131.000000 Penalty: 5335.888184
	Iteration 57Q: 3 clusters Score -8755131 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -8755144.000000 Penalty: 5335.888184
	Iteration 58Q: 3 clusters Score -8755144 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -8755144.000000 Penalty: 5335.888184
	Iteration 59Q: 3 clusters Score -8755144 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -8755219.000000 Penalty: 5335.888184
	Iteration 60F: 3 clusters Score -8755219 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -8755234.000000 Penalty: 5335.888184
	Iteration 61Q: 3 clusters Score -8755234 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -8755272.000000 Penalty: 5335.888184
	Iteration 62Q: 3 clusters Score -8755272 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -8755268.000000 Penalty: 5335.888184
	Iteration 63Q: 3 clusters Score -8755268 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -8755305.000000 Penalty: 5335.888184
	Iteration 64Q: 3 clusters Score -8755305 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -8755282.000000 Penalty: 5335.888184
	Iteration 65Q: 3 clusters Score -8755282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -8755284.000000 Penalty: 5335.888184
	Iteration 66Q: 3 clusters Score -8755284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -8755297.000000 Penalty: 5335.888184
	Iteration 67Q: 3 clusters Score -8755297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -8755303.000000 Penalty: 5335.888184
	Iteration 68Q: 3 clusters Score -8755303 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -8755303.000000 Penalty: 5335.888184
	Iteration 69Q: 3 clusters Score -8755303 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -8755282.000000 Penalty: 5335.888184
	Iteration 70Q: 3 clusters Score -8755282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -8755281.000000 Penalty: 5335.888184
	Iteration 71Q: 3 clusters Score -8755281 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -8755252.000000 Penalty: 5335.888184
	Iteration 72Q: 3 clusters Score -8755252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -8755287.000000 Penalty: 5335.888184
	Iteration 73Q: 3 clusters Score -8755287 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -8755283.000000 Penalty: 5335.888184
	Iteration 74Q: 3 clusters Score -8755283 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -8755257.000000 Penalty: 5335.888184
	Iteration 75Q: 3 clusters Score -8755257 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -8755258.000000 Penalty: 5335.888184
	Iteration 76Q: 3 clusters Score -8755258 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -8755256.000000 Penalty: 5335.888184
	Iteration 77Q: 3 clusters Score -8755256 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -8755246.000000 Penalty: 5335.888184
	Iteration 78Q: 3 clusters Score -8755246 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -8755223.000000 Penalty: 5335.888184
	Iteration 79Q: 3 clusters Score -8755223 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -8755235.000000 Penalty: 5335.888184
	Iteration 80F: 3 clusters Score -8755235 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -8755249.000000 Penalty: 5335.888184
	Iteration 81Q: 3 clusters Score -8755249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -8755283.000000 Penalty: 5335.888184
	Iteration 82Q: 3 clusters Score -8755283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -8755294.000000 Penalty: 5335.888184
	Iteration 83Q: 3 clusters Score -8755294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -8755296.000000 Penalty: 5335.888184
	Iteration 84Q: 3 clusters Score -8755296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -8755296.000000 Penalty: 5335.888184
	Iteration 85Q: 3 clusters Score -8755296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -8755297.000000 Penalty: 5335.888184
	Iteration 86Q: 3 clusters Score -8755297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -8755295.000000 Penalty: 5335.888184
	Iteration 87Q: 3 clusters Score -8755295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -8755293.000000 Penalty: 5335.888184
	Iteration 88Q: 3 clusters Score -8755293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -8755301.000000 Penalty: 5335.888184
	Iteration 89Q: 3 clusters Score -8755301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -8755295.000000 Penalty: 5335.888184
	Iteration 90Q: 3 clusters Score -8755295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -8755310.000000 Penalty: 5335.888184
	Iteration 91Q: 3 clusters Score -8755310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -8755304.000000 Penalty: 5335.888184
	Iteration 92Q: 3 clusters Score -8755304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -8755304.000000 Penalty: 5335.888184
	Iteration 93Q: 3 clusters Score -8755304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -8755316.000000 Penalty: 5335.888184
	Iteration 94Q: 3 clusters Score -8755316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -8755308.000000 Penalty: 5335.888184
	Iteration 95Q: 3 clusters Score -8755308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -8755304.000000 Penalty: 5335.888184
	Iteration 96Q: 3 clusters Score -8755304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -8755315.000000 Penalty: 5335.888184
	Iteration 97Q: 3 clusters Score -8755315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -8755313.000000 Penalty: 5335.888184
	Iteration 98Q: 3 clusters Score -8755313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -8755313.000000 Penalty: 5335.888184
	Iteration 99Q: 3 clusters Score -8755313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -8755310.000000 Penalty: 5335.888184
	Iteration 100F: 3 clusters Score -8755310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -8755296.000000 Penalty: 5335.888184
	Iteration 101Q: 3 clusters Score -8755296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -8755298.000000 Penalty: 5335.888184
	Iteration 102Q: 3 clusters Score -8755298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -8755297.000000 Penalty: 5335.888184
	Iteration 103Q: 3 clusters Score -8755297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -8755290.000000 Penalty: 5335.888184
	Iteration 104Q: 3 clusters Score -8755290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -8755281.000000 Penalty: 5335.888184
	Iteration 105Q: 3 clusters Score -8755281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -8755279.000000 Penalty: 5335.888184
	Iteration 106Q: 3 clusters Score -8755279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -8755288.000000 Penalty: 5335.888184
	Iteration 107Q: 3 clusters Score -8755288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -8755284.000000 Penalty: 5335.888184
	Iteration 108Q: 3 clusters Score -8755284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -8755281.000000 Penalty: 5335.888184
	Iteration 109Q: 3 clusters Score -8755281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -8755283.000000 Penalty: 5335.888184
	Iteration 110Q: 3 clusters Score -8755283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -8755280.000000 Penalty: 5335.888184
	Iteration 111Q: 3 clusters Score -8755280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -8755292.000000 Penalty: 5335.888184
	Iteration 112Q: 3 clusters Score -8755292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -8755292.000000 Penalty: 5335.888184
	Iteration 113F: 3 clusters Score -8755292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (52173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Entering Unmasked Estep 
Score: -9753335.000000 Penalty: 2693.855469
	Iteration 0F: 2 clusters Score -9753335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -9720413.000000 Penalty: 5387.710938
	Iteration 0F: 3 clusters Score -9720413 nChanged 24574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -9734359.000000 Penalty: 5387.710938
	Iteration 1F: 3 clusters Score -9734359 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -9735152.000000 Penalty: 5387.710938
	Iteration 2Q: 3 clusters Score -9735152 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -9735880.000000 Penalty: 5387.710938
	Iteration 3Q: 3 clusters Score -9735880 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -9736660.000000 Penalty: 5387.710938
	Iteration 4Q: 3 clusters Score -9736660 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -9737588.000000 Penalty: 5387.710938
	Iteration 5Q: 3 clusters Score -9737588 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -9738654.000000 Penalty: 5387.710938
	Iteration 6Q: 3 clusters Score -9738654 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -9740090.000000 Penalty: 5387.710938
	Iteration 7Q: 3 clusters Score -9740090 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -9741605.000000 Penalty: 5387.710938
	Iteration 8Q: 3 clusters Score -9741605 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -9743040.000000 Penalty: 5387.710938
	Iteration 9Q: 3 clusters Score -9743040 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -9744288.000000 Penalty: 5387.710938
	Iteration 10Q: 3 clusters Score -9744288 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -9745119.000000 Penalty: 5387.710938
	Iteration 11Q: 3 clusters Score -9745119 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -9745661.000000 Penalty: 5387.710938
	Iteration 12Q: 3 clusters Score -9745661 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -9746010.000000 Penalty: 5387.710938
	Iteration 13Q: 3 clusters Score -9746010 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -9746295.000000 Penalty: 5387.710938
	Iteration 14Q: 3 clusters Score -9746295 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -9746545.000000 Penalty: 5387.710938
	Iteration 15Q: 3 clusters Score -9746545 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -9746775.000000 Penalty: 5387.710938
	Iteration 16Q: 3 clusters Score -9746775 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -9747178.000000 Penalty: 5387.710938
	Iteration 17Q: 3 clusters Score -9747178 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -9747541.000000 Penalty: 5387.710938
	Iteration 18Q: 3 clusters Score -9747541 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -9748427.000000 Penalty: 5387.710938
	Iteration 19Q: 3 clusters Score -9748427 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -9748994.000000 Penalty: 5387.710938
	Iteration 20F: 3 clusters Score -9748994 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -9749523.000000 Penalty: 5387.710938
	Iteration 21Q: 3 clusters Score -9749523 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -9749837.000000 Penalty: 5387.710938
	Iteration 22Q: 3 clusters Score -9749837 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -9750137.000000 Penalty: 5387.710938
	Iteration 23Q: 3 clusters Score -9750137 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -9750389.000000 Penalty: 5387.710938
	Iteration 24Q: 3 clusters Score -9750389 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9750486.000000 Penalty: 5387.710938
	Iteration 25Q: 3 clusters Score -9750486 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9750631.000000 Penalty: 5387.710938
	Iteration 26Q: 3 clusters Score -9750631 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9750749.000000 Penalty: 5387.710938
	Iteration 27Q: 3 clusters Score -9750749 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -9750820.000000 Penalty: 5387.710938
	Iteration 28Q: 3 clusters Score -9750820 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9750935.000000 Penalty: 5387.710938
	Iteration 29Q: 3 clusters Score -9750935 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9751030.000000 Penalty: 5387.710938
	Iteration 30Q: 3 clusters Score -9751030 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9751055.000000 Penalty: 5387.710938
	Iteration 31Q: 3 clusters Score -9751055 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9751069.000000 Penalty: 5387.710938
	Iteration 32Q: 3 clusters Score -9751069 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9751119.000000 Penalty: 5387.710938
	Iteration 33Q: 3 clusters Score -9751119 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9751157.000000 Penalty: 5387.710938
	Iteration 34Q: 3 clusters Score -9751157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9751160.000000 Penalty: 5387.710938
	Iteration 35Q: 3 clusters Score -9751160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9751176.000000 Penalty: 5387.710938
	Iteration 36Q: 3 clusters Score -9751176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9751191.000000 Penalty: 5387.710938
	Iteration 37Q: 3 clusters Score -9751191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9751195.000000 Penalty: 5387.710938
	Iteration 38Q: 3 clusters Score -9751195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9751192.000000 Penalty: 5387.710938
	Iteration 39Q: 3 clusters Score -9751192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9751196.000000 Penalty: 5387.710938
	Iteration 40F: 3 clusters Score -9751196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9751199.000000 Penalty: 5387.710938
	Iteration 41Q: 3 clusters Score -9751199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9751210.000000 Penalty: 5387.710938
	Iteration 42Q: 3 clusters Score -9751210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9751204.000000 Penalty: 5387.710938
	Iteration 43Q: 3 clusters Score -9751204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9751202.000000 Penalty: 5387.710938
	Iteration 44Q: 3 clusters Score -9751202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9751207.000000 Penalty: 5387.710938
	Iteration 45Q: 3 clusters Score -9751207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9751210.000000 Penalty: 5387.710938
	Iteration 46Q: 3 clusters Score -9751210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9751203.000000 Penalty: 5387.710938
	Iteration 47Q: 3 clusters Score -9751203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9751216.000000 Penalty: 5387.710938
	Iteration 48Q: 3 clusters Score -9751216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9751221.000000 Penalty: 5387.710938
	Iteration 49Q: 3 clusters Score -9751221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9751224.000000 Penalty: 5387.710938
	Iteration 50Q: 3 clusters Score -9751224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9751225.000000 Penalty: 5387.710938
	Iteration 51Q: 3 clusters Score -9751225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9751227.000000 Penalty: 5387.710938
	Iteration 52Q: 3 clusters Score -9751227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9751227.000000 Penalty: 5387.710938
	Iteration 53Q: 3 clusters Score -9751227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9751233.000000 Penalty: 5387.710938
	Iteration 54Q: 3 clusters Score -9751233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9751229.000000 Penalty: 5387.710938
	Iteration 55Q: 3 clusters Score -9751229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9751230.000000 Penalty: 5387.710938
	Iteration 56Q: 3 clusters Score -9751230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9751239.000000 Penalty: 5387.710938
	Iteration 57Q: 3 clusters Score -9751239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9751231.000000 Penalty: 5387.710938
	Iteration 58Q: 3 clusters Score -9751231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9751235.000000 Penalty: 5387.710938
	Iteration 59Q: 3 clusters Score -9751235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9751239.000000 Penalty: 5387.710938
	Iteration 60F: 3 clusters Score -9751239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9751235.000000 Penalty: 5387.710938
	Iteration 61Q: 3 clusters Score -9751235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9751235.000000 Penalty: 5387.710938
	Iteration 62F: 3 clusters Score -9751235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 52062 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44787 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7633 members 
Mstep: Class 8 contains 19450 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36444 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49276 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51598 members 
Mstep: Class 19 contains 32833 members 
Mstep: Class 20 contains 47235 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35861 members 
Mstep: Class 23 contains 29551 members 
Mstep: Class 24 contains 37322 members 
Mstep: Class 25 contains 46997 members 
Mstep: Class 26 contains 52173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189464.000000 Penalty: 85816.687500
Iteration 319Q: 27 clusters Score -1.101895e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 52059 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44753 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 19501 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36446 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49269 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51594 members 
Mstep: Class 19 contains 32828 members 
Mstep: Class 20 contains 47249 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35842 members 
Mstep: Class 23 contains 29538 members 
Mstep: Class 24 contains 37374 members 
Mstep: Class 25 contains 46979 members 
Mstep: Class 26 contains 52181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189680.000000 Penalty: 85816.687500
Iteration 320F: 27 clusters Score -1.101897e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 52044 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44725 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7625 members 
Mstep: Class 8 contains 19546 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36451 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49281 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51591 members 
Mstep: Class 19 contains 32820 members 
Mstep: Class 20 contains 47268 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35825 members 
Mstep: Class 23 contains 29534 members 
Mstep: Class 24 contains 37420 members 
Mstep: Class 25 contains 46959 members 
Mstep: Class 26 contains 52166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189536.000000 Penalty: 85816.687500
Iteration 321Q: 27 clusters Score -1.101895e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 52027 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44705 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7623 members 
Mstep: Class 8 contains 19588 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36456 members 
Mstep: Class 12 contains 6249 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49279 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51583 members 
Mstep: Class 19 contains 32817 members 
Mstep: Class 20 contains 47269 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35810 members 
Mstep: Class 23 contains 29525 members 
Mstep: Class 24 contains 37457 members 
Mstep: Class 25 contains 46954 members 
Mstep: Class 26 contains 52173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189784.000000 Penalty: 85816.687500
Iteration 322Q: 27 clusters Score -1.101898e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 52006 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44689 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7615 members 
Mstep: Class 8 contains 19639 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36469 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49272 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51585 members 
Mstep: Class 19 contains 32814 members 
Mstep: Class 20 contains 47281 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35804 members 
Mstep: Class 23 contains 29520 members 
Mstep: Class 24 contains 37494 members 
Mstep: Class 25 contains 46939 members 
Mstep: Class 26 contains 52151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189640.000000 Penalty: 85816.687500
Iteration 323Q: 27 clusters Score -1.101896e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 51986 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44686 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7612 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36481 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49258 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51587 members 
Mstep: Class 19 contains 32815 members 
Mstep: Class 20 contains 47290 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35790 members 
Mstep: Class 23 contains 29509 members 
Mstep: Class 24 contains 37510 members 
Mstep: Class 25 contains 46939 members 
Mstep: Class 26 contains 52138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189624.000000 Penalty: 85816.687500
Iteration 324Q: 27 clusters Score -1.101896e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 51977 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44694 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7609 members 
Mstep: Class 8 contains 19772 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36487 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49225 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51583 members 
Mstep: Class 19 contains 32813 members 
Mstep: Class 20 contains 47283 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35774 members 
Mstep: Class 23 contains 29498 members 
Mstep: Class 24 contains 37552 members 
Mstep: Class 25 contains 46928 members 
Mstep: Class 26 contains 52131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189576.000000 Penalty: 85816.687500
Iteration 325Q: 27 clusters Score -1.101896e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 51994 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44699 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7607 members 
Mstep: Class 8 contains 19823 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36483 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49206 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51573 members 
Mstep: Class 19 contains 32815 members 
Mstep: Class 20 contains 47260 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 35756 members 
Mstep: Class 23 contains 29479 members 
Mstep: Class 24 contains 37578 members 
Mstep: Class 25 contains 46941 members 
Mstep: Class 26 contains 52133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189776.000000 Penalty: 85816.687500
Iteration 326Q: 27 clusters Score -1.101898e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 52006 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44704 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7606 members 
Mstep: Class 8 contains 19847 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36487 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49204 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51571 members 
Mstep: Class 19 contains 32814 members 
Mstep: Class 20 contains 47236 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 35747 members 
Mstep: Class 23 contains 29473 members 
Mstep: Class 24 contains 37602 members 
Mstep: Class 25 contains 46934 members 
Mstep: Class 26 contains 52136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189728.000000 Penalty: 85816.687500
Iteration 327Q: 27 clusters Score -1.101897e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 52015 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44720 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 19857 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36491 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49189 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51577 members 
Mstep: Class 19 contains 32814 members 
Mstep: Class 20 contains 47224 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 35737 members 
Mstep: Class 23 contains 29461 members 
Mstep: Class 24 contains 37629 members 
Mstep: Class 25 contains 46932 members 
Mstep: Class 26 contains 52146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189824.000000 Penalty: 85816.687500
Iteration 328Q: 27 clusters Score -1.101898e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 51983 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44738 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 19887 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36486 members 
Mstep: Class 12 contains 6232 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49173 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51576 members 
Mstep: Class 19 contains 32814 members 
Mstep: Class 20 contains 47222 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 35734 members 
Mstep: Class 23 contains 29455 members 
Mstep: Class 24 contains 37649 members 
Mstep: Class 25 contains 46932 members 
Mstep: Class 26 contains 52161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189952.000000 Penalty: 85816.687500
Iteration 329Q: 27 clusters Score -1.1019e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 51962 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44734 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7599 members 
Mstep: Class 8 contains 19902 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36484 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49167 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51578 members 
Mstep: Class 19 contains 32814 members 
Mstep: Class 20 contains 47213 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35724 members 
Mstep: Class 23 contains 29450 members 
Mstep: Class 24 contains 37667 members 
Mstep: Class 25 contains 46937 members 
Mstep: Class 26 contains 52183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190024.000000 Penalty: 85816.687500
Iteration 330Q: 27 clusters Score -1.1019e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 51952 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44736 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7603 members 
Mstep: Class 8 contains 19923 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36477 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49161 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51574 members 
Mstep: Class 19 contains 32819 members 
Mstep: Class 20 contains 47210 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35718 members 
Mstep: Class 23 contains 29444 members 
Mstep: Class 24 contains 37695 members 
Mstep: Class 25 contains 46936 members 
Mstep: Class 26 contains 52169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190104.000000 Penalty: 85816.687500
Iteration 331Q: 27 clusters Score -1.101901e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 51968 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44741 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7600 members 
Mstep: Class 8 contains 19952 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36477 members 
Mstep: Class 12 contains 6232 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49115 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51572 members 
Mstep: Class 19 contains 32820 members 
Mstep: Class 20 contains 47206 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35712 members 
Mstep: Class 23 contains 29438 members 
Mstep: Class 24 contains 37721 members 
Mstep: Class 25 contains 46931 members 
Mstep: Class 26 contains 52165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190080.000000 Penalty: 85816.687500
Iteration 332Q: 27 clusters Score -1.101901e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 51986 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 19997 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36471 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49081 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51567 members 
Mstep: Class 19 contains 32815 members 
Mstep: Class 20 contains 47213 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35704 members 
Mstep: Class 23 contains 29431 members 
Mstep: Class 24 contains 37751 members 
Mstep: Class 25 contains 46916 members 
Mstep: Class 26 contains 52146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190360.000000 Penalty: 85816.687500
Iteration 333Q: 27 clusters Score -1.101904e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 51974 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44735 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7585 members 
Mstep: Class 8 contains 20060 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36478 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49076 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51558 members 
Mstep: Class 19 contains 32812 members 
Mstep: Class 20 contains 47229 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35696 members 
Mstep: Class 23 contains 29423 members 
Mstep: Class 24 contains 37776 members 
Mstep: Class 25 contains 46906 members 
Mstep: Class 26 contains 52119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190248.000000 Penalty: 85816.687500
Iteration 334Q: 27 clusters Score -1.101902e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 51984 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44716 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 20131 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36483 members 
Mstep: Class 12 contains 6227 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49072 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51560 members 
Mstep: Class 19 contains 32806 members 
Mstep: Class 20 contains 47236 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35690 members 
Mstep: Class 23 contains 29418 members 
Mstep: Class 24 contains 37801 members 
Mstep: Class 25 contains 46889 members 
Mstep: Class 26 contains 52092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190248.000000 Penalty: 85816.687500
Iteration 335Q: 27 clusters Score -1.101902e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 51982 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44720 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7572 members 
Mstep: Class 8 contains 20188 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36494 members 
Mstep: Class 12 contains 6221 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49062 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51554 members 
Mstep: Class 19 contains 32801 members 
Mstep: Class 20 contains 47230 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35690 members 
Mstep: Class 23 contains 29409 members 
Mstep: Class 24 contains 37834 members 
Mstep: Class 25 contains 46880 members 
Mstep: Class 26 contains 52069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190248.000000 Penalty: 85816.687500
Iteration 336Q: 27 clusters Score -1.101902e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 52006 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44719 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7567 members 
Mstep: Class 8 contains 20226 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36483 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49045 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51558 members 
Mstep: Class 19 contains 32797 members 
Mstep: Class 20 contains 47215 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35682 members 
Mstep: Class 23 contains 29388 members 
Mstep: Class 24 contains 37868 members 
Mstep: Class 25 contains 46876 members 
Mstep: Class 26 contains 52086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190192.000000 Penalty: 85816.687500
Iteration 337Q: 27 clusters Score -1.101902e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 52006 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44719 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7569 members 
Mstep: Class 8 contains 20256 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36485 members 
Mstep: Class 12 contains 6198 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49042 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51543 members 
Mstep: Class 19 contains 32792 members 
Mstep: Class 20 contains 47220 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35683 members 
Mstep: Class 23 contains 29369 members 
Mstep: Class 24 contains 37900 members 
Mstep: Class 25 contains 46857 members 
Mstep: Class 26 contains 52088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190216.000000 Penalty: 85816.687500
Iteration 338Q: 27 clusters Score -1.101902e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 51985 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44699 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7569 members 
Mstep: Class 8 contains 20312 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36494 members 
Mstep: Class 12 contains 6192 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51536 members 
Mstep: Class 19 contains 32791 members 
Mstep: Class 20 contains 47225 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35673 members 
Mstep: Class 23 contains 29357 members 
Mstep: Class 24 contains 37928 members 
Mstep: Class 25 contains 46837 members 
Mstep: Class 26 contains 52101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190168.000000 Penalty: 85816.687500
Iteration 339Q: 27 clusters Score -1.101902e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 51965 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44686 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7566 members 
Mstep: Class 8 contains 20360 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36500 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49070 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51519 members 
Mstep: Class 19 contains 32789 members 
Mstep: Class 20 contains 47224 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35667 members 
Mstep: Class 23 contains 29333 members 
Mstep: Class 24 contains 37956 members 
Mstep: Class 25 contains 46825 members 
Mstep: Class 26 contains 52113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190208.000000 Penalty: 85816.687500
Iteration 340F: 27 clusters Score -1.101902e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 51956 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44689 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7563 members 
Mstep: Class 8 contains 20395 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36498 members 
Mstep: Class 12 contains 6172 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49097 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51503 members 
Mstep: Class 19 contains 32782 members 
Mstep: Class 20 contains 47240 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35665 members 
Mstep: Class 23 contains 29316 members 
Mstep: Class 24 contains 38010 members 
Mstep: Class 25 contains 46767 members 
Mstep: Class 26 contains 52128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190400.000000 Penalty: 85816.687500
Iteration 341Q: 27 clusters Score -1.101904e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 51942 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44687 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7560 members 
Mstep: Class 8 contains 20449 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36502 members 
Mstep: Class 12 contains 6164 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49106 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51492 members 
Mstep: Class 19 contains 32783 members 
Mstep: Class 20 contains 47280 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35657 members 
Mstep: Class 23 contains 29281 members 
Mstep: Class 24 contains 38064 members 
Mstep: Class 25 contains 46703 members 
Mstep: Class 26 contains 52124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190528.000000 Penalty: 85816.687500
Iteration 342Q: 27 clusters Score -1.101905e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 51922 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44694 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7559 members 
Mstep: Class 8 contains 20482 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36505 members 
Mstep: Class 12 contains 6162 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49110 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51492 members 
Mstep: Class 19 contains 32776 members 
Mstep: Class 20 contains 47322 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35649 members 
Mstep: Class 23 contains 29244 members 
Mstep: Class 24 contains 38153 members 
Mstep: Class 25 contains 46598 members 
Mstep: Class 26 contains 52153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190400.000000 Penalty: 85816.687500
Iteration 343Q: 27 clusters Score -1.101904e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 51938 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44684 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7556 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 6155 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49097 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51485 members 
Mstep: Class 19 contains 32771 members 
Mstep: Class 20 contains 47355 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35646 members 
Mstep: Class 23 contains 29200 members 
Mstep: Class 24 contains 38262 members 
Mstep: Class 25 contains 46500 members 
Mstep: Class 26 contains 52174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190232.000000 Penalty: 85816.687500
Iteration 344Q: 27 clusters Score -1.101902e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 51957 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7554 members 
Mstep: Class 8 contains 20518 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36493 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49094 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51495 members 
Mstep: Class 19 contains 32767 members 
Mstep: Class 20 contains 47419 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35645 members 
Mstep: Class 23 contains 29153 members 
Mstep: Class 24 contains 38362 members 
Mstep: Class 25 contains 46393 members 
Mstep: Class 26 contains 52176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190000.000000 Penalty: 85816.687500
Iteration 345Q: 27 clusters Score -1.1019e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 51967 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44651 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7548 members 
Mstep: Class 8 contains 20534 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36485 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49102 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51504 members 
Mstep: Class 19 contains 32757 members 
Mstep: Class 20 contains 47480 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35639 members 
Mstep: Class 23 contains 29107 members 
Mstep: Class 24 contains 38500 members 
Mstep: Class 25 contains 46274 members 
Mstep: Class 26 contains 52180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190264.000000 Penalty: 85816.687500
Iteration 346Q: 27 clusters Score -1.101903e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 51966 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44612 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7541 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36479 members 
Mstep: Class 12 contains 6135 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49107 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51515 members 
Mstep: Class 19 contains 32754 members 
Mstep: Class 20 contains 47540 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35635 members 
Mstep: Class 23 contains 29054 members 
Mstep: Class 24 contains 38655 members 
Mstep: Class 25 contains 46149 members 
Mstep: Class 26 contains 52172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190240.000000 Penalty: 85816.687500
Iteration 347Q: 27 clusters Score -1.101902e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 51947 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44597 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7531 members 
Mstep: Class 8 contains 20582 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36472 members 
Mstep: Class 12 contains 6133 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49128 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51522 members 
Mstep: Class 19 contains 32747 members 
Mstep: Class 20 contains 47616 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35621 members 
Mstep: Class 23 contains 29003 members 
Mstep: Class 24 contains 38810 members 
Mstep: Class 25 contains 46025 members 
Mstep: Class 26 contains 52132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190104.000000 Penalty: 85816.687500
Iteration 348Q: 27 clusters Score -1.101901e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 51942 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44563 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7523 members 
Mstep: Class 8 contains 20615 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36473 members 
Mstep: Class 12 contains 6129 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49161 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51524 members 
Mstep: Class 19 contains 32745 members 
Mstep: Class 20 contains 47668 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35608 members 
Mstep: Class 23 contains 28950 members 
Mstep: Class 24 contains 38974 members 
Mstep: Class 25 contains 45874 members 
Mstep: Class 26 contains 52112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190120.000000 Penalty: 85816.687500
Iteration 349Q: 27 clusters Score -1.101901e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 51945 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44539 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7509 members 
Mstep: Class 8 contains 20661 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36466 members 
Mstep: Class 12 contains 6119 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49167 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51523 members 
Mstep: Class 19 contains 32741 members 
Mstep: Class 20 contains 47710 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35596 members 
Mstep: Class 23 contains 28899 members 
Mstep: Class 24 contains 39116 members 
Mstep: Class 25 contains 45765 members 
Mstep: Class 26 contains 52095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190248.000000 Penalty: 85816.687500
Iteration 350Q: 27 clusters Score -1.101902e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 51951 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44521 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 20713 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36458 members 
Mstep: Class 12 contains 6113 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49157 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51524 members 
Mstep: Class 19 contains 32740 members 
Mstep: Class 20 contains 47745 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35580 members 
Mstep: Class 23 contains 28832 members 
Mstep: Class 24 contains 39307 members 
Mstep: Class 25 contains 45644 members 
Mstep: Class 26 contains 52065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190072.000000 Penalty: 85816.687500
Iteration 351Q: 27 clusters Score -1.101901e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 51945 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44507 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 20749 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36458 members 
Mstep: Class 12 contains 6102 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49164 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51539 members 
Mstep: Class 19 contains 32746 members 
Mstep: Class 20 contains 47818 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35559 members 
Mstep: Class 23 contains 28786 members 
Mstep: Class 24 contains 39530 members 
Mstep: Class 25 contains 45428 members 
Mstep: Class 26 contains 52034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189888.000000 Penalty: 85816.687500
Iteration 352Q: 27 clusters Score -1.101899e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 51944 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44495 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7479 members 
Mstep: Class 8 contains 20777 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36465 members 
Mstep: Class 12 contains 6097 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49172 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51543 members 
Mstep: Class 19 contains 32749 members 
Mstep: Class 20 contains 47925 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 35545 members 
Mstep: Class 23 contains 28778 members 
Mstep: Class 24 contains 39752 members 
Mstep: Class 25 contains 45189 members 
Mstep: Class 26 contains 51956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189848.000000 Penalty: 85816.687500
Iteration 353Q: 27 clusters Score -1.101898e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 51934 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44483 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7475 members 
Mstep: Class 8 contains 20805 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36462 members 
Mstep: Class 12 contains 6087 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49182 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51544 members 
Mstep: Class 19 contains 32746 members 
Mstep: Class 20 contains 48091 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 35522 members 
Mstep: Class 23 contains 28790 members 
Mstep: Class 24 contains 39902 members 
Mstep: Class 25 contains 44997 members 
Mstep: Class 26 contains 51855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189872.000000 Penalty: 85816.687500
Iteration 354Q: 27 clusters Score -1.101899e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 51930 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44480 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7468 members 
Mstep: Class 8 contains 20832 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36461 members 
Mstep: Class 12 contains 6073 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49187 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51535 members 
Mstep: Class 19 contains 32744 members 
Mstep: Class 20 contains 48250 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 35495 members 
Mstep: Class 23 contains 28798 members 
Mstep: Class 24 contains 40020 members 
Mstep: Class 25 contains 44822 members 
Mstep: Class 26 contains 51792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189760.000000 Penalty: 85816.687500
Iteration 355Q: 27 clusters Score -1.101898e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 51900 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44485 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7467 members 
Mstep: Class 8 contains 20860 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36463 members 
Mstep: Class 12 contains 6072 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49185 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51534 members 
Mstep: Class 19 contains 32749 members 
Mstep: Class 20 contains 48311 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 35489 members 
Mstep: Class 23 contains 28813 members 
Mstep: Class 24 contains 40125 members 
Mstep: Class 25 contains 44652 members 
Mstep: Class 26 contains 51819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189848.000000 Penalty: 85816.687500
Iteration 356Q: 27 clusters Score -1.101898e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 51870 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44507 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 20881 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36457 members 
Mstep: Class 12 contains 6064 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49190 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51531 members 
Mstep: Class 19 contains 32743 members 
Mstep: Class 20 contains 48427 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 35474 members 
Mstep: Class 23 contains 28805 members 
Mstep: Class 24 contains 40251 members 
Mstep: Class 25 contains 44483 members 
Mstep: Class 26 contains 51797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189920.000000 Penalty: 85816.687500
Iteration 357Q: 27 clusters Score -1.101899e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 51852 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44533 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7462 members 
Mstep: Class 8 contains 20892 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36452 members 
Mstep: Class 12 contains 6052 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49192 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2586 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51540 members 
Mstep: Class 19 contains 32735 members 
Mstep: Class 20 contains 48545 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 35457 members 
Mstep: Class 23 contains 28803 members 
Mstep: Class 24 contains 40377 members 
Mstep: Class 25 contains 44300 members 
Mstep: Class 26 contains 51766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189848.000000 Penalty: 85816.687500
Iteration 358Q: 27 clusters Score -1.101898e+08 nChanged 768
Entering ConstructFrom: 
Score: -110189848.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (44320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Entering Unmasked Estep 
Score: -8260879.500000 Penalty: 2653.399414
	Iteration 0F: 2 clusters Score -8260880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -8231622.000000 Penalty: 5306.798828
	Iteration 0F: 3 clusters Score -8231622 nChanged 20215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -8242533.500000 Penalty: 5306.798828
	Iteration 1F: 3 clusters Score -8242534 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -8243016.000000 Penalty: 5306.798828
	Iteration 2Q: 3 clusters Score -8243016 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -8243471.000000 Penalty: 5306.798828
	Iteration 3Q: 3 clusters Score -8243471 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -8243932.000000 Penalty: 5306.798828
	Iteration 4Q: 3 clusters Score -8243932 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -8244566.000000 Penalty: 5306.798828
	Iteration 5Q: 3 clusters Score -8244566 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -8245382.500000 Penalty: 5306.798828
	Iteration 6Q: 3 clusters Score -8245382 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -8246466.500000 Penalty: 5306.798828
	Iteration 7Q: 3 clusters Score -8246466 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -8248050.500000 Penalty: 5306.798828
	Iteration 8F: 3 clusters Score -8248050 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -8250235.000000 Penalty: 5306.798828
	Iteration 9F: 3 clusters Score -8250235 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -8252754.500000 Penalty: 5306.798828
	Iteration 10F: 3 clusters Score -8252754 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -8254845.500000 Penalty: 5306.798828
	Iteration 11F: 3 clusters Score -8254846 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -8256140.500000 Penalty: 5306.798828
	Iteration 12Q: 3 clusters Score -8256140 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -8256863.500000 Penalty: 5306.798828
	Iteration 13Q: 3 clusters Score -8256864 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -8257387.000000 Penalty: 5306.798828
	Iteration 14Q: 3 clusters Score -8257387 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -8257709.500000 Penalty: 5306.798828
	Iteration 15Q: 3 clusters Score -8257710 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -8257959.000000 Penalty: 5306.798828
	Iteration 16Q: 3 clusters Score -8257959 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -8258110.000000 Penalty: 5306.798828
	Iteration 17Q: 3 clusters Score -8258110 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -8258186.500000 Penalty: 5306.798828
	Iteration 18Q: 3 clusters Score -8258186 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -8258279.500000 Penalty: 5306.798828
	Iteration 19Q: 3 clusters Score -8258280 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -8258318.500000 Penalty: 5306.798828
	Iteration 20F: 3 clusters Score -8258318 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -8258336.500000 Penalty: 5306.798828
	Iteration 21Q: 3 clusters Score -8258336 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -8258385.000000 Penalty: 5306.798828
	Iteration 22Q: 3 clusters Score -8258385 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -8258409.500000 Penalty: 5306.798828
	Iteration 23Q: 3 clusters Score -8258410 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -8258449.000000 Penalty: 5306.798828
	Iteration 24Q: 3 clusters Score -8258449 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -8258451.500000 Penalty: 5306.798828
	Iteration 25Q: 3 clusters Score -8258452 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -8258471.000000 Penalty: 5306.798828
	Iteration 26Q: 3 clusters Score -8258471 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -8258501.500000 Penalty: 5306.798828
	Iteration 27Q: 3 clusters Score -8258502 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -8258516.500000 Penalty: 5306.798828
	Iteration 28Q: 3 clusters Score -8258516 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -8258588.000000 Penalty: 5306.798828
	Iteration 29Q: 3 clusters Score -8258588 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -8258593.500000 Penalty: 5306.798828
	Iteration 30Q: 3 clusters Score -8258594 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -8258613.500000 Penalty: 5306.798828
	Iteration 31Q: 3 clusters Score -8258614 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -8258579.000000 Penalty: 5306.798828
	Iteration 32Q: 3 clusters Score -8258579 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -8258615.500000 Penalty: 5306.798828
	Iteration 33Q: 3 clusters Score -8258616 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -8258620.000000 Penalty: 5306.798828
	Iteration 34Q: 3 clusters Score -8258620 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -8258641.500000 Penalty: 5306.798828
	Iteration 35Q: 3 clusters Score -8258642 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -8258658.000000 Penalty: 5306.798828
	Iteration 36Q: 3 clusters Score -8258658 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -8258664.500000 Penalty: 5306.798828
	Iteration 37Q: 3 clusters Score -8258664 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -8258686.000000 Penalty: 5306.798828
	Iteration 38Q: 3 clusters Score -8258686 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -8258696.000000 Penalty: 5306.798828
	Iteration 39Q: 3 clusters Score -8258696 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -8258693.500000 Penalty: 5306.798828
	Iteration 40F: 3 clusters Score -8258694 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -8258700.500000 Penalty: 5306.798828
	Iteration 41Q: 3 clusters Score -8258700 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -8258734.000000 Penalty: 5306.798828
	Iteration 42Q: 3 clusters Score -8258734 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -8258721.500000 Penalty: 5306.798828
	Iteration 43Q: 3 clusters Score -8258722 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -8258738.000000 Penalty: 5306.798828
	Iteration 44Q: 3 clusters Score -8258738 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -8258755.000000 Penalty: 5306.798828
	Iteration 45Q: 3 clusters Score -8258755 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -8258744.000000 Penalty: 5306.798828
	Iteration 46Q: 3 clusters Score -8258744 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -8258779.500000 Penalty: 5306.798828
	Iteration 47Q: 3 clusters Score -8258780 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -8258810.000000 Penalty: 5306.798828
	Iteration 48Q: 3 clusters Score -8258810 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -8258818.000000 Penalty: 5306.798828
	Iteration 49Q: 3 clusters Score -8258818 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8258835.500000 Penalty: 5306.798828
	Iteration 50Q: 3 clusters Score -8258836 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -8258859.000000 Penalty: 5306.798828
	Iteration 51Q: 3 clusters Score -8258859 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -8258884.500000 Penalty: 5306.798828
	Iteration 52Q: 3 clusters Score -8258884 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -8258897.500000 Penalty: 5306.798828
	Iteration 53Q: 3 clusters Score -8258898 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -8258889.500000 Penalty: 5306.798828
	Iteration 54Q: 3 clusters Score -8258890 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -8258895.000000 Penalty: 5306.798828
	Iteration 55Q: 3 clusters Score -8258895 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8258893.000000 Penalty: 5306.798828
	Iteration 56Q: 3 clusters Score -8258893 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -8258904.000000 Penalty: 5306.798828
	Iteration 57Q: 3 clusters Score -8258904 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -8258913.500000 Penalty: 5306.798828
	Iteration 58Q: 3 clusters Score -8258914 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -8258902.500000 Penalty: 5306.798828
	Iteration 59Q: 3 clusters Score -8258902 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -8258900.500000 Penalty: 5306.798828
	Iteration 60F: 3 clusters Score -8258900 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -8258905.000000 Penalty: 5306.798828
	Iteration 61Q: 3 clusters Score -8258905 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -8258896.000000 Penalty: 5306.798828
	Iteration 62Q: 3 clusters Score -8258896 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8258910.500000 Penalty: 5306.798828
	Iteration 63Q: 3 clusters Score -8258910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8258909.000000 Penalty: 5306.798828
	Iteration 64Q: 3 clusters Score -8258909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8258929.500000 Penalty: 5306.798828
	Iteration 65Q: 3 clusters Score -8258930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8258927.500000 Penalty: 5306.798828
	Iteration 66Q: 3 clusters Score -8258928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8258910.500000 Penalty: 5306.798828
	Iteration 67Q: 3 clusters Score -8258910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -8258924.500000 Penalty: 5306.798828
	Iteration 68Q: 3 clusters Score -8258924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8258932.000000 Penalty: 5306.798828
	Iteration 69Q: 3 clusters Score -8258932 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8258922 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8258930 nChanged 21
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Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8258932 nChanged 16
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Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8258912 nChanged 14
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Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8258925 nChanged 26
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Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8258912 nChanged 11
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Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8258913 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8258913 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8258906 nChanged 7
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Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8258900 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8258896 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8258895 nChanged 5
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Mstep: Class 1 contains 41250 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8258892 nChanged 4
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Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8258896 nChanged 7
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Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8258901 nChanged 9
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Mstep: Class 1 contains 41270 members 
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	Iteration 85Q: 3 clusters Score -8258910 nChanged 5
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	Iteration 86Q: 3 clusters Score -8258910 nChanged 10
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Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8258906 nChanged 3
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Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8258914 nChanged 2
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Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8258912 nChanged 5
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Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8258908 nChanged 2
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Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8258904 nChanged 3
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Mstep: Class 1 contains 41300 members 
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	Iteration 92Q: 3 clusters Score -8258904 nChanged 2
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Mstep: Class 1 contains 41302 members 
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	Iteration 93Q: 3 clusters Score -8258904 nChanged 2
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Mstep: Class 1 contains 41304 members 
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	Iteration 94Q: 3 clusters Score -8258900 nChanged 4
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Mstep: Class 1 contains 41308 members 
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	Iteration 95Q: 3 clusters Score -8258904 nChanged 3
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Mstep: Class 1 contains 41311 members 
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	Iteration 96Q: 3 clusters Score -8258908 nChanged 3
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Mstep: Class 1 contains 41314 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8258904 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41320 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8258914 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8258904 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41343 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8258900 nChanged 11
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Mstep: Class 1 contains 41352 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8258896 nChanged 12
Entering Unmasked Mstep 
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	Iteration 102Q: 3 clusters Score -8258892 nChanged 13
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	Iteration 103Q: 3 clusters Score -8258896 nChanged 13
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Mstep: Class 1 contains 41388 members 
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	Iteration 104Q: 3 clusters Score -8258900 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41406 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8258904 nChanged 13
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Mstep: Class 1 contains 41419 members 
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	Iteration 106Q: 3 clusters Score -8258898 nChanged 17
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8258913 nChanged 14
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	Iteration 108Q: 3 clusters Score -8258914 nChanged 15
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	Iteration 109Q: 3 clusters Score -8258917 nChanged 15
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	Iteration 110Q: 3 clusters Score -8258909 nChanged 9
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	Iteration 111Q: 3 clusters Score -8258916 nChanged 11
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Mstep: Class 1 contains 41496 members 
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	Iteration 112Q: 3 clusters Score -8258912 nChanged 13
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Mstep: Class 1 contains 41509 members 
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	Iteration 113Q: 3 clusters Score -8258906 nChanged 12
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	Iteration 114Q: 3 clusters Score -8258921 nChanged 17
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	Iteration 115Q: 3 clusters Score -8258919 nChanged 12
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	Iteration 116Q: 3 clusters Score -8258924 nChanged 14
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	Iteration 117Q: 3 clusters Score -8258923 nChanged 12
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	Iteration 118Q: 3 clusters Score -8258924 nChanged 12
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	Iteration 119Q: 3 clusters Score -8258922 nChanged 18
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	Iteration 120F: 3 clusters Score -8258926 nChanged 17
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	Iteration 121Q: 3 clusters Score -8258932 nChanged 18
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	Iteration 122Q: 3 clusters Score -8258942 nChanged 20
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	Iteration 123Q: 3 clusters Score -8258940 nChanged 17
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	Iteration 124Q: 3 clusters Score -8258936 nChanged 21
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	Iteration 125Q: 3 clusters Score -8258948 nChanged 16
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	Iteration 126Q: 3 clusters Score -8258944 nChanged 18
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	Iteration 127Q: 3 clusters Score -8258938 nChanged 14
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	Iteration 128Q: 3 clusters Score -8258932 nChanged 12
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8258928 nChanged 7
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	Iteration 130Q: 3 clusters Score -8258936 nChanged 12
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	Iteration 131Q: 3 clusters Score -8258932 nChanged 14
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	Iteration 132Q: 3 clusters Score -8258934 nChanged 12
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	Iteration 133Q: 3 clusters Score -8258929 nChanged 14
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	Iteration 134Q: 3 clusters Score -8258939 nChanged 7
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	Iteration 135Q: 3 clusters Score -8258941 nChanged 9
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	Iteration 136Q: 3 clusters Score -8258934 nChanged 12
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	Iteration 137Q: 3 clusters Score -8258936 nChanged 12
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	Iteration 138Q: 3 clusters Score -8258952 nChanged 15
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	Iteration 139Q: 3 clusters Score -8258944 nChanged 10
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	Iteration 140F: 3 clusters Score -8258942 nChanged 15
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	Iteration 141Q: 3 clusters Score -8258948 nChanged 14
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	Iteration 142Q: 3 clusters Score -8258950 nChanged 14
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	Iteration 143Q: 3 clusters Score -8258952 nChanged 10
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	Iteration 144Q: 3 clusters Score -8258954 nChanged 6
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	Iteration 145Q: 3 clusters Score -8258956 nChanged 7
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	Iteration 146Q: 3 clusters Score -8258958 nChanged 6
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	Iteration 147Q: 3 clusters Score -8258962 nChanged 10
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	Iteration 148Q: 3 clusters Score -8258962 nChanged 12
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	Iteration 149Q: 3 clusters Score -8258965 nChanged 12
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	Iteration 150Q: 3 clusters Score -8258959 nChanged 8
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	Iteration 151Q: 3 clusters Score -8258954 nChanged 4
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	Iteration 152Q: 3 clusters Score -8258960 nChanged 2
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	Iteration 153Q: 3 clusters Score -8258953 nChanged 6
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	Iteration 154Q: 3 clusters Score -8258950 nChanged 6
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	Iteration 155Q: 3 clusters Score -8258952 nChanged 7
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	Iteration 156Q: 3 clusters Score -8258957 nChanged 9
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	Iteration 157Q: 3 clusters Score -8258959 nChanged 5
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	Iteration 158Q: 3 clusters Score -8258956 nChanged 7
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	Iteration 159Q: 3 clusters Score -8258954 nChanged 5
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	Iteration 160F: 3 clusters Score -8258958 nChanged 4
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	Iteration 161Q: 3 clusters Score -8258958 nChanged 3
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Score: -8258951.500000 Penalty: 5306.798828
	Iteration 162Q: 3 clusters Score -8258952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8258958.000000 Penalty: 5306.798828
	Iteration 163Q: 3 clusters Score -8258958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8258967.000000 Penalty: 5306.798828
	Iteration 164Q: 3 clusters Score -8258967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8258966.500000 Penalty: 5306.798828
	Iteration 165Q: 3 clusters Score -8258966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8258962.000000 Penalty: 5306.798828
	Iteration 166Q: 3 clusters Score -8258962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8258963.500000 Penalty: 5306.798828
	Iteration 167Q: 3 clusters Score -8258964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8258962.500000 Penalty: 5306.798828
	Iteration 168Q: 3 clusters Score -8258962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8258963.000000 Penalty: 5306.798828
	Iteration 169Q: 3 clusters Score -8258963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8258965.000000 Penalty: 5306.798828
	Iteration 170Q: 3 clusters Score -8258965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8258969.500000 Penalty: 5306.798828
	Iteration 171Q: 3 clusters Score -8258970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8258969.500000 Penalty: 5306.798828
	Iteration 172F: 3 clusters Score -8258970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Entering Unmasked Estep 
Score: -9697229.000000 Penalty: 2692.334473
	Iteration 0F: 2 clusters Score -9697229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -9665409.000000 Penalty: 5384.668945
	Iteration 0F: 3 clusters Score -9665409 nChanged 24090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -9678883.000000 Penalty: 5384.668945
	Iteration 1F: 3 clusters Score -9678883 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -9679931.000000 Penalty: 5384.668945
	Iteration 2F: 3 clusters Score -9679931 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -9681389.000000 Penalty: 5384.668945
	Iteration 3F: 3 clusters Score -9681389 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -9683479.000000 Penalty: 5384.668945
	Iteration 4F: 3 clusters Score -9683479 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -9686326.000000 Penalty: 5384.668945
	Iteration 5F: 3 clusters Score -9686326 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -9689659.000000 Penalty: 5384.668945
	Iteration 6F: 3 clusters Score -9689659 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -9692453.000000 Penalty: 5384.668945
	Iteration 7F: 3 clusters Score -9692453 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -9694164.000000 Penalty: 5384.668945
	Iteration 8Q: 3 clusters Score -9694164 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -9694742.000000 Penalty: 5384.668945
	Iteration 9Q: 3 clusters Score -9694742 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9694908.000000 Penalty: 5384.668945
	Iteration 10Q: 3 clusters Score -9694908 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9694994.000000 Penalty: 5384.668945
	Iteration 11Q: 3 clusters Score -9694994 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9695018.000000 Penalty: 5384.668945
	Iteration 12Q: 3 clusters Score -9695018 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9695067.000000 Penalty: 5384.668945
	Iteration 13Q: 3 clusters Score -9695067 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9695067.000000 Penalty: 5384.668945
	Iteration 14Q: 3 clusters Score -9695067 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9695081.000000 Penalty: 5384.668945
	Iteration 15Q: 3 clusters Score -9695081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9695121.000000 Penalty: 5384.668945
	Iteration 16Q: 3 clusters Score -9695121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9695123.000000 Penalty: 5384.668945
	Iteration 17Q: 3 clusters Score -9695123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9695149.000000 Penalty: 5384.668945
	Iteration 18Q: 3 clusters Score -9695149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9695147.000000 Penalty: 5384.668945
	Iteration 19Q: 3 clusters Score -9695147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9695165.000000 Penalty: 5384.668945
	Iteration 20F: 3 clusters Score -9695165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9695174.000000 Penalty: 5384.668945
	Iteration 21Q: 3 clusters Score -9695174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9695186.000000 Penalty: 5384.668945
	Iteration 22Q: 3 clusters Score -9695186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9695188.000000 Penalty: 5384.668945
	Iteration 23Q: 3 clusters Score -9695188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9695186.000000 Penalty: 5384.668945
	Iteration 24Q: 3 clusters Score -9695186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9695191.000000 Penalty: 5384.668945
	Iteration 25Q: 3 clusters Score -9695191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9695209.000000 Penalty: 5384.668945
	Iteration 26Q: 3 clusters Score -9695209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9695220.000000 Penalty: 5384.668945
	Iteration 27Q: 3 clusters Score -9695220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9695217.000000 Penalty: 5384.668945
	Iteration 28Q: 3 clusters Score -9695217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9695239.000000 Penalty: 5384.668945
	Iteration 29Q: 3 clusters Score -9695239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9695238.000000 Penalty: 5384.668945
	Iteration 30Q: 3 clusters Score -9695238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9695234.000000 Penalty: 5384.668945
	Iteration 31Q: 3 clusters Score -9695234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9695234.000000 Penalty: 5384.668945
	Iteration 32Q: 3 clusters Score -9695234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9695239.000000 Penalty: 5384.668945
	Iteration 33Q: 3 clusters Score -9695239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9695244.000000 Penalty: 5384.668945
	Iteration 34Q: 3 clusters Score -9695244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9695240.000000 Penalty: 5384.668945
	Iteration 35Q: 3 clusters Score -9695240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9695241.000000 Penalty: 5384.668945
	Iteration 36Q: 3 clusters Score -9695241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9695241.000000 Penalty: 5384.668945
	Iteration 37F: 3 clusters Score -9695241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -203237.234375 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -203237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -201161.421875 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -201161.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -201576.375000 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -201576.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -201761.531250 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -201761.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -201880.656250 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -201880.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -201952.953125 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -201953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -202011.171875 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -202011.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -202055.515625 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -202055.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -202105.578125 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -202105.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -202153.296875 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -202153.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -202217.250000 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -202217.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -202267.281250 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -202267.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -202292.812500 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -202292.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -202315.312500 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -202315.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -202332.109375 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -202332.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -202351.484375 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -202351.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -202371.390625 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -202371.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -202393.531250 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -202393.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -202414.218750 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -202414.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -202427.968750 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -202428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -202440.390625 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -202440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -202442.812500 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -202442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -202445.640625 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -202445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -202446.843750 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -202446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -202447.750000 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -202447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -202447.750000 Penalty: 3540.484131
	Iteration 24F: 3 clusters Score -202447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -51528.132812 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -51528.13 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 153 members 
Entering Unmasked Estep 
Score: -50239.640625 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -50239.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50336.132812 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -50336.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50366.957031 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -50366.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50380.121094 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -50380.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50384.773438 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -50384.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50384.773438 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -50384.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Entering Unmasked Estep 
Score: -8302021.000000 Penalty: 2654.588623
	Iteration 0F: 2 clusters Score -8302021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -8272227.000000 Penalty: 5309.177246
	Iteration 0F: 3 clusters Score -8272227 nChanged 20405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -8283496.000000 Penalty: 5309.177246
	Iteration 1F: 3 clusters Score -8283496 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8283960.000000 Penalty: 5309.177246
	Iteration 2Q: 3 clusters Score -8283960 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -8284311.500000 Penalty: 5309.177246
	Iteration 3Q: 3 clusters Score -8284312 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -8284615.000000 Penalty: 5309.177246
	Iteration 4Q: 3 clusters Score -8284615 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -8284970.500000 Penalty: 5309.177246
	Iteration 5Q: 3 clusters Score -8284970 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -8285340.500000 Penalty: 5309.177246
	Iteration 6Q: 3 clusters Score -8285340 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -8285803.500000 Penalty: 5309.177246
	Iteration 7Q: 3 clusters Score -8285804 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8286381 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8287286 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8288542 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8290077 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -8291882 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -8293856 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
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	Iteration 14F: 3 clusters Score -8295332 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8296117 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8296482 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8296748 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8297008 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8297188 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8297340 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8297418 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8297493 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8297580 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8297629 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8297709 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8297768 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8297815 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8297830 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8297860 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8297908 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8297930 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8297966 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8298020 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8298030 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8298060 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8298118 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8298170 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8298206 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8298224 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8298245 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8298264 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8298266 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8298326 nChanged 262
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Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8298374 nChanged 237
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Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -8298419.500000 Penalty: 5309.177246
	Iteration 45Q: 3 clusters Score -8298420 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8298431 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8298430 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8298478 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8298498 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8298488 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8298499 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8298543 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8298564 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8298621 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8298620 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8298626 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8298647 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8298692 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8298720 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8298724 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8298758 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8298786 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8298814 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8298838 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8298860 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8298886 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8298892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8298897 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8298900 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8298908 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -8298931.000000 Penalty: 5309.177246
	Iteration 71Q: 3 clusters Score -8298931 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8298952 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -8298954.000000 Penalty: 5309.177246
	Iteration 73Q: 3 clusters Score -8298954 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8298948 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8298952 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8298944 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8298959 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8298944 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8298952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8298990 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8298998 nChanged 73
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Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8298997 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8298999 nChanged 77
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Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8299006 nChanged 72
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Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8298986 nChanged 54
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Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8299008 nChanged 55
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Mstep: Class 1 contains 36873 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8299041 nChanged 63
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Mstep: Class 1 contains 36932 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8299035 nChanged 55
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Mstep: Class 1 contains 36985 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8299026 nChanged 38
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Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8299032 nChanged 30
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Mstep: Class 1 contains 37053 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8299034 nChanged 35
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Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8299040 nChanged 34
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8299038 nChanged 32
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Mstep: Class 1 contains 37154 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8299034 nChanged 37
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Mstep: Class 1 contains 37187 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8299052 nChanged 35
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Mstep: Class 1 contains 37222 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8299046 nChanged 36
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Mstep: Class 1 contains 37256 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8299039 nChanged 49
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8299056 nChanged 56
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Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8299063 nChanged 70
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Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8299056 nChanged 69
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8299046 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8299051 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8299054 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8299042 nChanged 28
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Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8299047 nChanged 25
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Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8299066 nChanged 25
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Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8299056 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 6801 members 
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	Iteration 108Q: 3 clusters Score -8299060 nChanged 14
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Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8299068 nChanged 18
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Mstep: Class 1 contains 37764 members 
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Entering Unmasked Estep 
Score: -8299081.000000 Penalty: 5309.177246
	Iteration 110Q: 3 clusters Score -8299081 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8299079 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8299092 nChanged 34
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Mstep: Class 1 contains 37839 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8299072 nChanged 24
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Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -8299094.000000 Penalty: 5309.177246
	Iteration 114Q: 3 clusters Score -8299094 nChanged 14
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Mstep: Class 1 contains 37875 members 
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Entering Unmasked Estep 
Score: -8299086.500000 Penalty: 5309.177246
	Iteration 115Q: 3 clusters Score -8299086 nChanged 6
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Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8299088 nChanged 7
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Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -8299082.500000 Penalty: 5309.177246
	Iteration 117Q: 3 clusters Score -8299082 nChanged 7
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Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8299080 nChanged 7
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Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8299087 nChanged 7
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Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8299089 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8299080 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8299072 nChanged 10
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Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -8299085.500000 Penalty: 5309.177246
	Iteration 123Q: 3 clusters Score -8299086 nChanged 10
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Mstep: Class 1 contains 37946 members 
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Entering Unmasked Estep 
Score: -8299083.000000 Penalty: 5309.177246
	Iteration 124Q: 3 clusters Score -8299083 nChanged 10
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Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -8299096.000000 Penalty: 5309.177246
	Iteration 125Q: 3 clusters Score -8299096 nChanged 6
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Mstep: Class 1 contains 37962 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8299105 nChanged 9
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Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8299105 nChanged 14
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8299095 nChanged 16
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Mstep: Class 1 contains 38001 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8299102 nChanged 11
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Mstep: Class 1 contains 38012 members 
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	Iteration 130Q: 3 clusters Score -8299105 nChanged 11
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	Iteration 131Q: 3 clusters Score -8299104 nChanged 14
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	Iteration 132Q: 3 clusters Score -8299108 nChanged 9
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	Iteration 133Q: 3 clusters Score -8299108 nChanged 9
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	Iteration 134Q: 3 clusters Score -8299104 nChanged 12
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Mstep: Class 1 contains 38065 members 
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	Iteration 135Q: 3 clusters Score -8299110 nChanged 11
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Mstep: Class 1 contains 38076 members 
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	Iteration 136Q: 3 clusters Score -8299106 nChanged 12
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	Iteration 137Q: 3 clusters Score -8299108 nChanged 12
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8299119 nChanged 13
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Mstep: Class 2 contains 6420 members 
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	Iteration 139Q: 3 clusters Score -8299113 nChanged 12
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Mstep: Class 1 contains 38125 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8299112 nChanged 19
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Mstep: Class 1 contains 38144 members 
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	Iteration 141Q: 3 clusters Score -8299114 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 6374 members 
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	Iteration 142Q: 3 clusters Score -8299110 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 6351 members 
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	Iteration 143Q: 3 clusters Score -8299116 nChanged 17
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Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 6334 members 
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	Iteration 144Q: 3 clusters Score -8299116 nChanged 9
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Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -8299129.000000 Penalty: 5309.177246
	Iteration 145Q: 3 clusters Score -8299129 nChanged 8
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Mstep: Class 1 contains 38216 members 
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	Iteration 146Q: 3 clusters Score -8299132 nChanged 5
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Mstep: Class 1 contains 38221 members 
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	Iteration 147Q: 3 clusters Score -8299130 nChanged 9
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Mstep: Class 1 contains 38230 members 
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Score: -8299124.500000 Penalty: 5309.177246
	Iteration 148Q: 3 clusters Score -8299124 nChanged 14
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Mstep: Class 1 contains 38244 members 
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Entering Unmasked Estep 
Score: -8299121.000000 Penalty: 5309.177246
	Iteration 149Q: 3 clusters Score -8299121 nChanged 10
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Mstep: Class 1 contains 38252 members 
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	Iteration 150Q: 3 clusters Score -8299124 nChanged 11
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Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 6270 members 
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	Iteration 151Q: 3 clusters Score -8299132 nChanged 14
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Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 6256 members 
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	Iteration 152Q: 3 clusters Score -8299131 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38295 members 
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Score: -8299139.000000 Penalty: 5309.177246
	Iteration 153Q: 3 clusters Score -8299139 nChanged 11
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	Iteration 154Q: 3 clusters Score -8299138 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38321 members 
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	Iteration 155Q: 3 clusters Score -8299142 nChanged 18
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Mstep: Class 1 contains 38339 members 
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	Iteration 156Q: 3 clusters Score -8299142 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38358 members 
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Entering Unmasked Estep 
Score: -8299151.000000 Penalty: 5309.177246
	Iteration 157Q: 3 clusters Score -8299151 nChanged 18
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	Iteration 158Q: 3 clusters Score -8299132 nChanged 21
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	Iteration 159Q: 3 clusters Score -8299150 nChanged 22
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Mstep: Class 1 contains 38417 members 
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	Iteration 160F: 3 clusters Score -8299140 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38447 members 
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Score: -8299143.000000 Penalty: 5309.177246
	Iteration 161Q: 3 clusters Score -8299143 nChanged 29
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Mstep: Class 1 contains 38476 members 
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	Iteration 162Q: 3 clusters Score -8299144 nChanged 33
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Mstep: Class 1 contains 38509 members 
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	Iteration 163Q: 3 clusters Score -8299160 nChanged 29
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Mstep: Class 1 contains 38538 members 
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Score: -8299157.500000 Penalty: 5309.177246
	Iteration 164Q: 3 clusters Score -8299158 nChanged 20
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Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -8299154.000000 Penalty: 5309.177246
	Iteration 165Q: 3 clusters Score -8299154 nChanged 27
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Score: -8299162.000000 Penalty: 5309.177246
	Iteration 166Q: 3 clusters Score -8299162 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38613 members 
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	Iteration 167Q: 3 clusters Score -8299154 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38646 members 
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Score: -8299173.500000 Penalty: 5309.177246
	Iteration 168Q: 3 clusters Score -8299174 nChanged 17
Entering Unmasked Mstep 
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	Iteration 169Q: 3 clusters Score -8299172 nChanged 23
Entering Unmasked Mstep 
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Score: -8299182.500000 Penalty: 5309.177246
	Iteration 170Q: 3 clusters Score -8299182 nChanged 26
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Entering Unmasked Estep 
Score: -8299200.000000 Penalty: 5309.177246
	Iteration 171Q: 3 clusters Score -8299200 nChanged 20
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Score: -8299196.000000 Penalty: 5309.177246
	Iteration 172Q: 3 clusters Score -8299196 nChanged 25
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	Iteration 173Q: 3 clusters Score -8299198 nChanged 26
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Score: -8299194.500000 Penalty: 5309.177246
	Iteration 174Q: 3 clusters Score -8299194 nChanged 21
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Mstep: Class 1 contains 38800 members 
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	Iteration 175Q: 3 clusters Score -8299207 nChanged 15
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	Iteration 176Q: 3 clusters Score -8299202 nChanged 15
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	Iteration 177Q: 3 clusters Score -8299212 nChanged 17
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	Iteration 178Q: 3 clusters Score -8299211 nChanged 17
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	Iteration 179Q: 3 clusters Score -8299204 nChanged 18
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	Iteration 180F: 3 clusters Score -8299212 nChanged 18
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	Iteration 181Q: 3 clusters Score -8299220 nChanged 17
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	Iteration 182Q: 3 clusters Score -8299208 nChanged 27
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Entering Unmasked Estep 
Score: -8299224.000000 Penalty: 5309.177246
	Iteration 183Q: 3 clusters Score -8299224 nChanged 26
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Score: -8299233.500000 Penalty: 5309.177246
	Iteration 184Q: 3 clusters Score -8299234 nChanged 25
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	Iteration 185Q: 3 clusters Score -8299232 nChanged 17
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	Iteration 186Q: 3 clusters Score -8299238 nChanged 11
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	Iteration 187Q: 3 clusters Score -8299238 nChanged 12
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	Iteration 188Q: 3 clusters Score -8299246 nChanged 14
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	Iteration 189Q: 3 clusters Score -8299248 nChanged 16
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8299243 nChanged 18
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	Iteration 191Q: 3 clusters Score -8299248 nChanged 13
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	Iteration 192Q: 3 clusters Score -8299246 nChanged 13
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	Iteration 193Q: 3 clusters Score -8299248 nChanged 7
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	Iteration 194Q: 3 clusters Score -8299250 nChanged 6
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	Iteration 195Q: 3 clusters Score -8299246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -8299247.000000 Penalty: 5309.177246
	Iteration 196Q: 3 clusters Score -8299247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -8299243.500000 Penalty: 5309.177246
	Iteration 197Q: 3 clusters Score -8299244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -8299253.000000 Penalty: 5309.177246
	Iteration 198Q: 3 clusters Score -8299253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -8299246.500000 Penalty: 5309.177246
	Iteration 199Q: 3 clusters Score -8299246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -8299258.000000 Penalty: 5309.177246
	Iteration 200F: 3 clusters Score -8299258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -8299258.000000 Penalty: 5309.177246
	Iteration 201Q: 3 clusters Score -8299258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -8299258.000000 Penalty: 5309.177246
	Iteration 202F: 3 clusters Score -8299258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26795.060547 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -26795.06 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 177 members 
Entering Unmasked Estep 
Score: -25664.027344 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -25664.03 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25853.037109 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -25853.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25935.857422 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -25935.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26008.355469 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -26008.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26059.496094 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -26059.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26109.501953 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -26109.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26136.935547 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -26136.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26167.378906 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -26167.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26191.414062 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -26191.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26235.853516 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -26235.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26242.849609 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -26242.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26242.849609 Penalty: 2885.287109
	Iteration 11F: 3 clusters Score -26242.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Entering Unmasked Estep 
Score: -1391376.625000 Penalty: 2211.559570
	Iteration 0F: 2 clusters Score -1391377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1385301.875000 Penalty: 4423.119141
	Iteration 0F: 3 clusters Score -1385302 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1386895.625000 Penalty: 4423.119141
	Iteration 1F: 3 clusters Score -1386896 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1387111.875000 Penalty: 4423.119141
	Iteration 2F: 3 clusters Score -1387112 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1387249.500000 Penalty: 4423.119141
	Iteration 3Q: 3 clusters Score -1387250 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1387336.125000 Penalty: 4423.119141
	Iteration 4Q: 3 clusters Score -1387336 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1387398.000000 Penalty: 4423.119141
	Iteration 5Q: 3 clusters Score -1387398 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1387445.125000 Penalty: 4423.119141
	Iteration 6Q: 3 clusters Score -1387445 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1387481.125000 Penalty: 4423.119141
	Iteration 7Q: 3 clusters Score -1387481 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1387502.000000 Penalty: 4423.119141
	Iteration 8Q: 3 clusters Score -1387502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1387524.000000 Penalty: 4423.119141
	Iteration 9Q: 3 clusters Score -1387524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1387535.375000 Penalty: 4423.119141
	Iteration 10Q: 3 clusters Score -1387535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1387551.625000 Penalty: 4423.119141
	Iteration 11Q: 3 clusters Score -1387552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1387573.375000 Penalty: 4423.119141
	Iteration 12Q: 3 clusters Score -1387573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1387589.250000 Penalty: 4423.119141
	Iteration 13Q: 3 clusters Score -1387589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1387596.250000 Penalty: 4423.119141
	Iteration 14Q: 3 clusters Score -1387596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1387610.250000 Penalty: 4423.119141
	Iteration 15Q: 3 clusters Score -1387610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1387617.250000 Penalty: 4423.119141
	Iteration 16Q: 3 clusters Score -1387617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1387628.000000 Penalty: 4423.119141
	Iteration 17Q: 3 clusters Score -1387628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1387633.875000 Penalty: 4423.119141
	Iteration 18Q: 3 clusters Score -1387634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1387639.625000 Penalty: 4423.119141
	Iteration 19Q: 3 clusters Score -1387640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1387648.375000 Penalty: 4423.119141
	Iteration 20F: 3 clusters Score -1387648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1387654.000000 Penalty: 4423.119141
	Iteration 21Q: 3 clusters Score -1387654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1387662.125000 Penalty: 4423.119141
	Iteration 22Q: 3 clusters Score -1387662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1387667.750000 Penalty: 4423.119141
	Iteration 23Q: 3 clusters Score -1387668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1387677.625000 Penalty: 4423.119141
	Iteration 24Q: 3 clusters Score -1387678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1387686.625000 Penalty: 4423.119141
	Iteration 25Q: 3 clusters Score -1387687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1387688.125000 Penalty: 4423.119141
	Iteration 26Q: 3 clusters Score -1387688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1387694.750000 Penalty: 4423.119141
	Iteration 27Q: 3 clusters Score -1387695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1387703.000000 Penalty: 4423.119141
	Iteration 28Q: 3 clusters Score -1387703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1387710.375000 Penalty: 4423.119141
	Iteration 29Q: 3 clusters Score -1387710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1387722.750000 Penalty: 4423.119141
	Iteration 30Q: 3 clusters Score -1387723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1387735.500000 Penalty: 4423.119141
	Iteration 31Q: 3 clusters Score -1387736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1387754.125000 Penalty: 4423.119141
	Iteration 32Q: 3 clusters Score -1387754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1387767.750000 Penalty: 4423.119141
	Iteration 33Q: 3 clusters Score -1387768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1387784.625000 Penalty: 4423.119141
	Iteration 34Q: 3 clusters Score -1387785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1387800.875000 Penalty: 4423.119141
	Iteration 35Q: 3 clusters Score -1387801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1387809.500000 Penalty: 4423.119141
	Iteration 36Q: 3 clusters Score -1387810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1387815.375000 Penalty: 4423.119141
	Iteration 37Q: 3 clusters Score -1387815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1387825.000000 Penalty: 4423.119141
	Iteration 38Q: 3 clusters Score -1387825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1387835.375000 Penalty: 4423.119141
	Iteration 39Q: 3 clusters Score -1387835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1387840.625000 Penalty: 4423.119141
	Iteration 40F: 3 clusters Score -1387841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1387852.125000 Penalty: 4423.119141
	Iteration 41Q: 3 clusters Score -1387852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1387857.875000 Penalty: 4423.119141
	Iteration 42Q: 3 clusters Score -1387858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1387863.000000 Penalty: 4423.119141
	Iteration 43Q: 3 clusters Score -1387863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1387871.750000 Penalty: 4423.119141
	Iteration 44Q: 3 clusters Score -1387872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1387879.000000 Penalty: 4423.119141
	Iteration 45Q: 3 clusters Score -1387879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1387882.375000 Penalty: 4423.119141
	Iteration 46Q: 3 clusters Score -1387882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1387887.375000 Penalty: 4423.119141
	Iteration 47Q: 3 clusters Score -1387887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1387895.625000 Penalty: 4423.119141
	Iteration 48Q: 3 clusters Score -1387896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1387903.500000 Penalty: 4423.119141
	Iteration 49Q: 3 clusters Score -1387904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1387912.125000 Penalty: 4423.119141
	Iteration 50Q: 3 clusters Score -1387912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1387929.000000 Penalty: 4423.119141
	Iteration 51Q: 3 clusters Score -1387929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1387941.125000 Penalty: 4423.119141
	Iteration 52Q: 3 clusters Score -1387941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1387952.750000 Penalty: 4423.119141
	Iteration 53Q: 3 clusters Score -1387953 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1387969.375000 Penalty: 4423.119141
	Iteration 54Q: 3 clusters Score -1387969 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1387982.000000 Penalty: 4423.119141
	Iteration 55Q: 3 clusters Score -1387982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1388003.375000 Penalty: 4423.119141
	Iteration 56Q: 3 clusters Score -1388003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1388022.750000 Penalty: 4423.119141
	Iteration 57Q: 3 clusters Score -1388023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1388054.750000 Penalty: 4423.119141
	Iteration 58Q: 3 clusters Score -1388055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1388075.750000 Penalty: 4423.119141
	Iteration 59Q: 3 clusters Score -1388076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1388105.000000 Penalty: 4423.119141
	Iteration 60F: 3 clusters Score -1388105 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1388132.000000 Penalty: 4423.119141
	Iteration 61Q: 3 clusters Score -1388132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1388162.625000 Penalty: 4423.119141
	Iteration 62Q: 3 clusters Score -1388163 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1388197.125000 Penalty: 4423.119141
	Iteration 63Q: 3 clusters Score -1388197 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1388230.125000 Penalty: 4423.119141
	Iteration 64Q: 3 clusters Score -1388230 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1388270.875000 Penalty: 4423.119141
	Iteration 65Q: 3 clusters Score -1388271 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1388311.500000 Penalty: 4423.119141
	Iteration 66Q: 3 clusters Score -1388312 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1388348.500000 Penalty: 4423.119141
	Iteration 67Q: 3 clusters Score -1388348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1388387.500000 Penalty: 4423.119141
	Iteration 68Q: 3 clusters Score -1388388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1388434.125000 Penalty: 4423.119141
	Iteration 69Q: 3 clusters Score -1388434 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1388469.750000 Penalty: 4423.119141
	Iteration 70Q: 3 clusters Score -1388470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1388516.000000 Penalty: 4423.119141
	Iteration 71Q: 3 clusters Score -1388516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1388556.000000 Penalty: 4423.119141
	Iteration 72Q: 3 clusters Score -1388556 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1388592.500000 Penalty: 4423.119141
	Iteration 73Q: 3 clusters Score -1388592 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1388628.000000 Penalty: 4423.119141
	Iteration 74Q: 3 clusters Score -1388628 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1388664.875000 Penalty: 4423.119141
	Iteration 75Q: 3 clusters Score -1388665 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1388696.500000 Penalty: 4423.119141
	Iteration 76Q: 3 clusters Score -1388696 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1388729.125000 Penalty: 4423.119141
	Iteration 77Q: 3 clusters Score -1388729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1388758.375000 Penalty: 4423.119141
	Iteration 78Q: 3 clusters Score -1388758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1388775.125000 Penalty: 4423.119141
	Iteration 79Q: 3 clusters Score -1388775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1388791.125000 Penalty: 4423.119141
	Iteration 80F: 3 clusters Score -1388791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1388804.250000 Penalty: 4423.119141
	Iteration 81Q: 3 clusters Score -1388804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1388810.875000 Penalty: 4423.119141
	Iteration 82Q: 3 clusters Score -1388811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1388817.875000 Penalty: 4423.119141
	Iteration 83Q: 3 clusters Score -1388818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1388833.375000 Penalty: 4423.119141
	Iteration 84Q: 3 clusters Score -1388833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1388837.875000 Penalty: 4423.119141
	Iteration 85Q: 3 clusters Score -1388838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1388851.625000 Penalty: 4423.119141
	Iteration 86Q: 3 clusters Score -1388852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1388865.000000 Penalty: 4423.119141
	Iteration 87Q: 3 clusters Score -1388865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1388873.250000 Penalty: 4423.119141
	Iteration 88Q: 3 clusters Score -1388873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1388884.125000 Penalty: 4423.119141
	Iteration 89Q: 3 clusters Score -1388884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1388890.625000 Penalty: 4423.119141
	Iteration 90Q: 3 clusters Score -1388891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1388899.125000 Penalty: 4423.119141
	Iteration 91Q: 3 clusters Score -1388899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1388904.375000 Penalty: 4423.119141
	Iteration 92Q: 3 clusters Score -1388904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1388908.375000 Penalty: 4423.119141
	Iteration 93Q: 3 clusters Score -1388908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1388915.875000 Penalty: 4423.119141
	Iteration 94Q: 3 clusters Score -1388916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1388919.875000 Penalty: 4423.119141
	Iteration 95Q: 3 clusters Score -1388920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1388919.125000 Penalty: 4423.119141
	Iteration 96Q: 3 clusters Score -1388919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1388927.875000 Penalty: 4423.119141
	Iteration 97Q: 3 clusters Score -1388928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1388929.750000 Penalty: 4423.119141
	Iteration 98Q: 3 clusters Score -1388930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1388936.875000 Penalty: 4423.119141
	Iteration 99Q: 3 clusters Score -1388937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1388941.375000 Penalty: 4423.119141
	Iteration 100F: 3 clusters Score -1388941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1388941.625000 Penalty: 4423.119141
	Iteration 101Q: 3 clusters Score -1388942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1388950.750000 Penalty: 4423.119141
	Iteration 102Q: 3 clusters Score -1388951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1388954.875000 Penalty: 4423.119141
	Iteration 103Q: 3 clusters Score -1388955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1388957.125000 Penalty: 4423.119141
	Iteration 104Q: 3 clusters Score -1388957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1388963.125000 Penalty: 4423.119141
	Iteration 105Q: 3 clusters Score -1388963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1388962.250000 Penalty: 4423.119141
	Iteration 106Q: 3 clusters Score -1388962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1388964.875000 Penalty: 4423.119141
	Iteration 107Q: 3 clusters Score -1388965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1388968.500000 Penalty: 4423.119141
	Iteration 108Q: 3 clusters Score -1388968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1388968.375000 Penalty: 4423.119141
	Iteration 109Q: 3 clusters Score -1388968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1388972.750000 Penalty: 4423.119141
	Iteration 110Q: 3 clusters Score -1388973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1388975.500000 Penalty: 4423.119141
	Iteration 111Q: 3 clusters Score -1388976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1388977.625000 Penalty: 4423.119141
	Iteration 112Q: 3 clusters Score -1388978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1388977.500000 Penalty: 4423.119141
	Iteration 113Q: 3 clusters Score -1388978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1388979.625000 Penalty: 4423.119141
	Iteration 114Q: 3 clusters Score -1388980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1388977.250000 Penalty: 4423.119141
	Iteration 115Q: 3 clusters Score -1388977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1388979.625000 Penalty: 4423.119141
	Iteration 116Q: 3 clusters Score -1388980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1388979.875000 Penalty: 4423.119141
	Iteration 117Q: 3 clusters Score -1388980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1388980.000000 Penalty: 4423.119141
	Iteration 118Q: 3 clusters Score -1388980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1388983.500000 Penalty: 4423.119141
	Iteration 119Q: 3 clusters Score -1388984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1388984.250000 Penalty: 4423.119141
	Iteration 120F: 3 clusters Score -1388984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1388985.875000 Penalty: 4423.119141
	Iteration 121Q: 3 clusters Score -1388986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1388990.500000 Penalty: 4423.119141
	Iteration 122Q: 3 clusters Score -1388990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1388991.000000 Penalty: 4423.119141
	Iteration 123Q: 3 clusters Score -1388991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1388991.625000 Penalty: 4423.119141
	Iteration 124Q: 3 clusters Score -1388992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1388992.750000 Penalty: 4423.119141
	Iteration 125Q: 3 clusters Score -1388993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1388992.125000 Penalty: 4423.119141
	Iteration 126Q: 3 clusters Score -1388992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1388993.750000 Penalty: 4423.119141
	Iteration 127Q: 3 clusters Score -1388994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1388996.875000 Penalty: 4423.119141
	Iteration 128Q: 3 clusters Score -1388997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1388996.875000 Penalty: 4423.119141
	Iteration 129Q: 3 clusters Score -1388997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1388996.125000 Penalty: 4423.119141
	Iteration 130Q: 3 clusters Score -1388996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1388998.625000 Penalty: 4423.119141
	Iteration 131Q: 3 clusters Score -1388999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1389001.625000 Penalty: 4423.119141
	Iteration 132Q: 3 clusters Score -1389002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1389003.375000 Penalty: 4423.119141
	Iteration 133Q: 3 clusters Score -1389003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1389000.500000 Penalty: 4423.119141
	Iteration 134Q: 3 clusters Score -1389000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1389003.500000 Penalty: 4423.119141
	Iteration 135Q: 3 clusters Score -1389004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1389002.625000 Penalty: 4423.119141
	Iteration 136Q: 3 clusters Score -1389003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1389004.875000 Penalty: 4423.119141
	Iteration 137Q: 3 clusters Score -1389005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1389005.625000 Penalty: 4423.119141
	Iteration 138Q: 3 clusters Score -1389006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1389005.125000 Penalty: 4423.119141
	Iteration 139Q: 3 clusters Score -1389005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1389004.125000 Penalty: 4423.119141
	Iteration 140F: 3 clusters Score -1389004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1389007.000000 Penalty: 4423.119141
	Iteration 141Q: 3 clusters Score -1389007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1389009.750000 Penalty: 4423.119141
	Iteration 142Q: 3 clusters Score -1389010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1389010.750000 Penalty: 4423.119141
	Iteration 143Q: 3 clusters Score -1389011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1389009.625000 Penalty: 4423.119141
	Iteration 144Q: 3 clusters Score -1389010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1389007.750000 Penalty: 4423.119141
	Iteration 145Q: 3 clusters Score -1389008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1389007.750000 Penalty: 4423.119141
	Iteration 146Q: 3 clusters Score -1389008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1389010.000000 Penalty: 4423.119141
	Iteration 147Q: 3 clusters Score -1389010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1389011.250000 Penalty: 4423.119141
	Iteration 148Q: 3 clusters Score -1389011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1389009.625000 Penalty: 4423.119141
	Iteration 149Q: 3 clusters Score -1389010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1389009.625000 Penalty: 4423.119141
	Iteration 150F: 3 clusters Score -1389010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Entering Unmasked Estep 
Score: -3936176.500000 Penalty: 2467.028564
	Iteration 0F: 2 clusters Score -3936176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3921538.750000 Penalty: 4934.057129
	Iteration 0F: 3 clusters Score -3921539 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3926411.750000 Penalty: 4934.057129
	Iteration 1F: 3 clusters Score -3926412 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3926792.500000 Penalty: 4934.057129
	Iteration 2F: 3 clusters Score -3926792 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3927072.250000 Penalty: 4934.057129
	Iteration 3Q: 3 clusters Score -3927072 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3927315.250000 Penalty: 4934.057129
	Iteration 4Q: 3 clusters Score -3927315 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3927566.250000 Penalty: 4934.057129
	Iteration 5Q: 3 clusters Score -3927566 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3927815.500000 Penalty: 4934.057129
	Iteration 6Q: 3 clusters Score -3927816 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3928084.250000 Penalty: 4934.057129
	Iteration 7Q: 3 clusters Score -3928084 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3928440.000000 Penalty: 4934.057129
	Iteration 8Q: 3 clusters Score -3928440 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3928889.750000 Penalty: 4934.057129
	Iteration 9Q: 3 clusters Score -3928890 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3929455.500000 Penalty: 4934.057129
	Iteration 10Q: 3 clusters Score -3929456 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3930146.500000 Penalty: 4934.057129
	Iteration 11Q: 3 clusters Score -3930146 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3931011.750000 Penalty: 4934.057129
	Iteration 12F: 3 clusters Score -3931012 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3931875.250000 Penalty: 4934.057129
	Iteration 13Q: 3 clusters Score -3931875 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3932676.750000 Penalty: 4934.057129
	Iteration 14Q: 3 clusters Score -3932677 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3933218.250000 Penalty: 4934.057129
	Iteration 15Q: 3 clusters Score -3933218 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3933531.750000 Penalty: 4934.057129
	Iteration 16Q: 3 clusters Score -3933532 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3933712.750000 Penalty: 4934.057129
	Iteration 17Q: 3 clusters Score -3933713 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3933816.000000 Penalty: 4934.057129
	Iteration 18Q: 3 clusters Score -3933816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3933867.250000 Penalty: 4934.057129
	Iteration 19Q: 3 clusters Score -3933867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3933895.250000 Penalty: 4934.057129
	Iteration 20F: 3 clusters Score -3933895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3933929.250000 Penalty: 4934.057129
	Iteration 21Q: 3 clusters Score -3933929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3933943.750000 Penalty: 4934.057129
	Iteration 22Q: 3 clusters Score -3933944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3933956.250000 Penalty: 4934.057129
	Iteration 23Q: 3 clusters Score -3933956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3933961.000000 Penalty: 4934.057129
	Iteration 24Q: 3 clusters Score -3933961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3933963.750000 Penalty: 4934.057129
	Iteration 25Q: 3 clusters Score -3933964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3933969.500000 Penalty: 4934.057129
	Iteration 26Q: 3 clusters Score -3933970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3933971.750000 Penalty: 4934.057129
	Iteration 27Q: 3 clusters Score -3933972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3933978.000000 Penalty: 4934.057129
	Iteration 28Q: 3 clusters Score -3933978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3933978.250000 Penalty: 4934.057129
	Iteration 29Q: 3 clusters Score -3933978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3933980.250000 Penalty: 4934.057129
	Iteration 30Q: 3 clusters Score -3933980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3933983.250000 Penalty: 4934.057129
	Iteration 31Q: 3 clusters Score -3933983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3933987.000000 Penalty: 4934.057129
	Iteration 32Q: 3 clusters Score -3933987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3933985.250000 Penalty: 4934.057129
	Iteration 33Q: 3 clusters Score -3933985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3933985.250000 Penalty: 4934.057129
	Iteration 34F: 3 clusters Score -3933985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -56234.574219 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -56234.57 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 194 members 
Entering Unmasked Estep 
Score: -54988.406250 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -54988.41 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55322.062500 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -55322.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55422.199219 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -55422.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55497.894531 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -55497.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55526.828125 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -55526.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55551.128906 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -55551.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55592.808594 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -55592.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55615.398438 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -55615.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55630.214844 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -55630.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55634.167969 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -55634.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55643.140625 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -55643.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55643.835938 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -55643.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55649.753906 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -55649.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55681.679688 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -55681.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55718.273438 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -55718.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55764.429688 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -55764.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55842.292969 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -55842.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55899.550781 Penalty: 2971.766357
	Iteration 17Q: 3 clusters Score -55899.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55967.742188 Penalty: 2971.766357
	Iteration 18Q: 3 clusters Score -55967.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56017.714844 Penalty: 2971.766357
	Iteration 19Q: 3 clusters Score -56017.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56061.359375 Penalty: 2971.766357
	Iteration 20F: 3 clusters Score -56061.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56219.394531 Penalty: 2971.766357
	Iteration 21Q: 3 clusters Score -56219.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56449.558594 Penalty: 2971.766357
	Iteration 22Q: 3 clusters Score -56449.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56571.066406 Penalty: 2971.766357
	Iteration 23Q: 3 clusters Score -56571.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56633.136719 Penalty: 2971.766357
	Iteration 24Q: 3 clusters Score -56633.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56660.453125 Penalty: 2971.766357
	Iteration 25Q: 3 clusters Score -56660.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56668.625000 Penalty: 2971.766357
	Iteration 26Q: 3 clusters Score -56668.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56672.125000 Penalty: 2971.766357
	Iteration 27Q: 3 clusters Score -56672.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56687.718750 Penalty: 2971.766357
	Iteration 28F: 3 clusters Score -56687.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56773.890625 Penalty: 2971.766357
	Iteration 29Q: 3 clusters Score -56773.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56849.699219 Penalty: 2971.766357
	Iteration 30Q: 3 clusters Score -56849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56989.160156 Penalty: 2971.766357
	Iteration 31Q: 3 clusters Score -56989.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56995.328125 Penalty: 2971.766357
	Iteration 32Q: 3 clusters Score -56995.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57004.882812 Penalty: 2971.766357
	Iteration 33Q: 3 clusters Score -57004.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57004.882812 Penalty: 2971.766357
	Iteration 34F: 3 clusters Score -57004.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 51854 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44533 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7462 members 
Mstep: Class 8 contains 20904 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36434 members 
Mstep: Class 12 contains 6043 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49206 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51547 members 
Mstep: Class 19 contains 32737 members 
Mstep: Class 20 contains 48600 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 35437 members 
Mstep: Class 23 contains 28805 members 
Mstep: Class 24 contains 40459 members 
Mstep: Class 25 contains 44163 members 
Mstep: Class 26 contains 51790 members 
Mstep: Class 27 contains 222 members 
Entering Unmasked Estep 
Score: -110188568.000000 Penalty: 89117.335938
Splitting cluster 9 changes total score from -110189848.000000 to -110188568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -57477.996094 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -57478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56030.652344 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -56030.65 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56332.250000 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -56332.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56478.894531 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -56478.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56569.429688 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -56569.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56612.632812 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -56612.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56636.519531 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -56636.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56646.589844 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -56646.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56651.695312 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -56651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56655.488281 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -56655.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56683.531250 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -56683.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56711.230469 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -56711.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56739.328125 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -56739.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56771.359375 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -56771.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56800.824219 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -56800.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56821.136719 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -56821.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56830.828125 Penalty: 3101.899170
	Iteration 15Q: 3 clusters Score -56830.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56844.718750 Penalty: 3101.899170
	Iteration 16Q: 3 clusters Score -56844.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56849.492188 Penalty: 3101.899170
	Iteration 17Q: 3 clusters Score -56849.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56854.789062 Penalty: 3101.899170
	Iteration 18Q: 3 clusters Score -56854.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56863.246094 Penalty: 3101.899170
	Iteration 19Q: 3 clusters Score -56863.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56863.246094 Penalty: 3101.899170
	Iteration 20F: 3 clusters Score -56863.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Entering Unmasked Estep 
Score: -6782666.000000 Penalty: 2604.807861
	Iteration 0F: 2 clusters Score -6782666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -6758238.500000 Penalty: 5209.615723
	Iteration 0F: 3 clusters Score -6758238 nChanged 16426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -6767561.000000 Penalty: 5209.615723
	Iteration 1F: 3 clusters Score -6767561 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -6768594.000000 Penalty: 5209.615723
	Iteration 2F: 3 clusters Score -6768594 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -6769994.000000 Penalty: 5209.615723
	Iteration 3F: 3 clusters Score -6769994 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -6771950.000000 Penalty: 5209.615723
	Iteration 4F: 3 clusters Score -6771950 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -6774159.500000 Penalty: 5209.615723
	Iteration 5F: 3 clusters Score -6774160 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -6776326.000000 Penalty: 5209.615723
	Iteration 6F: 3 clusters Score -6776326 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -6778071.500000 Penalty: 5209.615723
	Iteration 7F: 3 clusters Score -6778072 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -6779122.500000 Penalty: 5209.615723
	Iteration 8Q: 3 clusters Score -6779122 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -6779728.500000 Penalty: 5209.615723
	Iteration 9Q: 3 clusters Score -6779728 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -6780029.500000 Penalty: 5209.615723
	Iteration 10Q: 3 clusters Score -6780030 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -6780191.500000 Penalty: 5209.615723
	Iteration 11Q: 3 clusters Score -6780192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -6780275.500000 Penalty: 5209.615723
	Iteration 12Q: 3 clusters Score -6780276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -6780313.500000 Penalty: 5209.615723
	Iteration 13Q: 3 clusters Score -6780314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -6780338.500000 Penalty: 5209.615723
	Iteration 14Q: 3 clusters Score -6780338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -6780356.000000 Penalty: 5209.615723
	Iteration 15Q: 3 clusters Score -6780356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -6780369.000000 Penalty: 5209.615723
	Iteration 16Q: 3 clusters Score -6780369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -6780387.500000 Penalty: 5209.615723
	Iteration 17Q: 3 clusters Score -6780388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -6780394.500000 Penalty: 5209.615723
	Iteration 18Q: 3 clusters Score -6780394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -6780408.000000 Penalty: 5209.615723
	Iteration 19Q: 3 clusters Score -6780408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -6780408.000000 Penalty: 5209.615723
	Iteration 20F: 3 clusters Score -6780408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -6780411.500000 Penalty: 5209.615723
	Iteration 21Q: 3 clusters Score -6780412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -6780418.500000 Penalty: 5209.615723
	Iteration 22Q: 3 clusters Score -6780418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -6780411.500000 Penalty: 5209.615723
	Iteration 23Q: 3 clusters Score -6780412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -6780419.000000 Penalty: 5209.615723
	Iteration 24Q: 3 clusters Score -6780419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -6780426.500000 Penalty: 5209.615723
	Iteration 25Q: 3 clusters Score -6780426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -6780432.500000 Penalty: 5209.615723
	Iteration 26Q: 3 clusters Score -6780432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -6780442.000000 Penalty: 5209.615723
	Iteration 27Q: 3 clusters Score -6780442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -6780441.000000 Penalty: 5209.615723
	Iteration 28Q: 3 clusters Score -6780441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -6780441.000000 Penalty: 5209.615723
	Iteration 29F: 3 clusters Score -6780441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1129312.375000 Penalty: 2159.250488
	Iteration 0F: 2 clusters Score -1129312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1124120.000000 Penalty: 4318.500977
	Iteration 0F: 3 clusters Score -1124120 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1125439.375000 Penalty: 4318.500977
	Iteration 1F: 3 clusters Score -1125439 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1125652.250000 Penalty: 4318.500977
	Iteration 2F: 3 clusters Score -1125652 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1125786.875000 Penalty: 4318.500977
	Iteration 3Q: 3 clusters Score -1125787 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1125874.750000 Penalty: 4318.500977
	Iteration 4Q: 3 clusters Score -1125875 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1125952.000000 Penalty: 4318.500977
	Iteration 5Q: 3 clusters Score -1125952 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1126015.125000 Penalty: 4318.500977
	Iteration 6Q: 3 clusters Score -1126015 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1126066.875000 Penalty: 4318.500977
	Iteration 7Q: 3 clusters Score -1126067 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1126121.750000 Penalty: 4318.500977
	Iteration 8Q: 3 clusters Score -1126122 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1126166.125000 Penalty: 4318.500977
	Iteration 9Q: 3 clusters Score -1126166 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1126207.500000 Penalty: 4318.500977
	Iteration 10Q: 3 clusters Score -1126208 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1126250.875000 Penalty: 4318.500977
	Iteration 11Q: 3 clusters Score -1126251 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1126297.125000 Penalty: 4318.500977
	Iteration 12Q: 3 clusters Score -1126297 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1126343.125000 Penalty: 4318.500977
	Iteration 13Q: 3 clusters Score -1126343 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1126404.750000 Penalty: 4318.500977
	Iteration 14Q: 3 clusters Score -1126405 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1126470.125000 Penalty: 4318.500977
	Iteration 15Q: 3 clusters Score -1126470 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1126556.750000 Penalty: 4318.500977
	Iteration 16Q: 3 clusters Score -1126557 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1126650.250000 Penalty: 4318.500977
	Iteration 17Q: 3 clusters Score -1126650 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1126758.625000 Penalty: 4318.500977
	Iteration 18Q: 3 clusters Score -1126759 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1126863.750000 Penalty: 4318.500977
	Iteration 19Q: 3 clusters Score -1126864 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1126962.000000 Penalty: 4318.500977
	Iteration 20F: 3 clusters Score -1126962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1127055.625000 Penalty: 4318.500977
	Iteration 21Q: 3 clusters Score -1127056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1127121.000000 Penalty: 4318.500977
	Iteration 22Q: 3 clusters Score -1127121 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1127174.250000 Penalty: 4318.500977
	Iteration 23Q: 3 clusters Score -1127174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1127212.250000 Penalty: 4318.500977
	Iteration 24Q: 3 clusters Score -1127212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1127248.625000 Penalty: 4318.500977
	Iteration 25Q: 3 clusters Score -1127249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1127265.500000 Penalty: 4318.500977
	Iteration 26Q: 3 clusters Score -1127266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1127281.375000 Penalty: 4318.500977
	Iteration 27Q: 3 clusters Score -1127281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1127285.875000 Penalty: 4318.500977
	Iteration 28Q: 3 clusters Score -1127286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1127291.750000 Penalty: 4318.500977
	Iteration 29Q: 3 clusters Score -1127292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1127291.375000 Penalty: 4318.500977
	Iteration 30Q: 3 clusters Score -1127291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1127291.750000 Penalty: 4318.500977
	Iteration 31Q: 3 clusters Score -1127292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1127297.250000 Penalty: 4318.500977
	Iteration 32Q: 3 clusters Score -1127297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1127301.500000 Penalty: 4318.500977
	Iteration 33Q: 3 clusters Score -1127302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1127303.375000 Penalty: 4318.500977
	Iteration 34Q: 3 clusters Score -1127303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1127305.125000 Penalty: 4318.500977
	Iteration 35Q: 3 clusters Score -1127305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1127306.000000 Penalty: 4318.500977
	Iteration 36Q: 3 clusters Score -1127306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1127306.000000 Penalty: 4318.500977
	Iteration 37Q: 3 clusters Score -1127306 nChanged 1
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: -1127307.750000 Penalty: 4318.500977
	Iteration 38Q: 3 clusters Score -1127308 nChanged 0
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: -1127307.750000 Penalty: 4318.500977
	Iteration 39F: 3 clusters Score -1127308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -77985.750000 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -77985.75 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 246 members 
Entering Unmasked Estep 
Score: -76550.578125 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -76550.58 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76776.781250 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -76776.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76889.429688 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -76889.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76937.632812 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -76937.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76948.695312 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -76948.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76961.070312 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -76961.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76963.445312 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -76963.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76963.445312 Penalty: 3049.640381
	Iteration 7F: 3 clusters Score -76963.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Entering Unmasked Estep 
Score: -9211453.000000 Penalty: 2679.335205
	Iteration 0F: 2 clusters Score -9211453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -9179874.000000 Penalty: 5358.670410
	Iteration 0F: 3 clusters Score -9179874 nChanged 22603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -9192311.000000 Penalty: 5358.670410
	Iteration 1F: 3 clusters Score -9192311 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -9192797.000000 Penalty: 5358.670410
	Iteration 2Q: 3 clusters Score -9192797 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -9193304.000000 Penalty: 5358.670410
	Iteration 3Q: 3 clusters Score -9193304 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -9193757.000000 Penalty: 5358.670410
	Iteration 4Q: 3 clusters Score -9193757 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -9194228.000000 Penalty: 5358.670410
	Iteration 5Q: 3 clusters Score -9194228 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -9194677.000000 Penalty: 5358.670410
	Iteration 6Q: 3 clusters Score -9194677 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -9195041.000000 Penalty: 5358.670410
	Iteration 7Q: 3 clusters Score -9195041 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -9195458.000000 Penalty: 5358.670410
	Iteration 8Q: 3 clusters Score -9195458 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -9195990.000000 Penalty: 5358.670410
	Iteration 9Q: 3 clusters Score -9195990 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -9196644.000000 Penalty: 5358.670410
	Iteration 10Q: 3 clusters Score -9196644 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -9197386.000000 Penalty: 5358.670410
	Iteration 11Q: 3 clusters Score -9197386 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -9198368.000000 Penalty: 5358.670410
	Iteration 12Q: 3 clusters Score -9198368 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -9199488.000000 Penalty: 5358.670410
	Iteration 13Q: 3 clusters Score -9199488 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -9200758.000000 Penalty: 5358.670410
	Iteration 14Q: 3 clusters Score -9200758 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -9202175.000000 Penalty: 5358.670410
	Iteration 15Q: 3 clusters Score -9202175 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -9203401.000000 Penalty: 5358.670410
	Iteration 16Q: 3 clusters Score -9203401 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -9204182.000000 Penalty: 5358.670410
	Iteration 17Q: 3 clusters Score -9204182 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -9204610.000000 Penalty: 5358.670410
	Iteration 18Q: 3 clusters Score -9204610 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -9204895.000000 Penalty: 5358.670410
	Iteration 19Q: 3 clusters Score -9204895 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -9205121.000000 Penalty: 5358.670410
	Iteration 20F: 3 clusters Score -9205121 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -9205382.000000 Penalty: 5358.670410
	Iteration 21Q: 3 clusters Score -9205382 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -9205633.000000 Penalty: 5358.670410
	Iteration 22Q: 3 clusters Score -9205633 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -9205932.000000 Penalty: 5358.670410
	Iteration 23Q: 3 clusters Score -9205932 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -9206211.000000 Penalty: 5358.670410
	Iteration 24Q: 3 clusters Score -9206211 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -9206523.000000 Penalty: 5358.670410
	Iteration 25Q: 3 clusters Score -9206523 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -9206827.000000 Penalty: 5358.670410
	Iteration 26Q: 3 clusters Score -9206827 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -9207114.000000 Penalty: 5358.670410
	Iteration 27Q: 3 clusters Score -9207114 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -9207495.000000 Penalty: 5358.670410
	Iteration 28Q: 3 clusters Score -9207495 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -9207767.000000 Penalty: 5358.670410
	Iteration 29Q: 3 clusters Score -9207767 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -9208079.000000 Penalty: 5358.670410
	Iteration 30Q: 3 clusters Score -9208079 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -9208419.000000 Penalty: 5358.670410
	Iteration 31Q: 3 clusters Score -9208419 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -9208600.000000 Penalty: 5358.670410
	Iteration 32Q: 3 clusters Score -9208600 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -9208756.000000 Penalty: 5358.670410
	Iteration 33Q: 3 clusters Score -9208756 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -9208845.000000 Penalty: 5358.670410
	Iteration 34Q: 3 clusters Score -9208845 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -9208920.000000 Penalty: 5358.670410
	Iteration 35Q: 3 clusters Score -9208920 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -9208975.000000 Penalty: 5358.670410
	Iteration 36Q: 3 clusters Score -9208975 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -9209022.000000 Penalty: 5358.670410
	Iteration 37Q: 3 clusters Score -9209022 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -9209068.000000 Penalty: 5358.670410
	Iteration 38Q: 3 clusters Score -9209068 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9209101.000000 Penalty: 5358.670410
	Iteration 39Q: 3 clusters Score -9209101 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -9209132.000000 Penalty: 5358.670410
	Iteration 40F: 3 clusters Score -9209132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -9209139.000000 Penalty: 5358.670410
	Iteration 41Q: 3 clusters Score -9209139 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -9209171.000000 Penalty: 5358.670410
	Iteration 42Q: 3 clusters Score -9209171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -9209185.000000 Penalty: 5358.670410
	Iteration 43Q: 3 clusters Score -9209185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -9209199.000000 Penalty: 5358.670410
	Iteration 44Q: 3 clusters Score -9209199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -9209211.000000 Penalty: 5358.670410
	Iteration 45Q: 3 clusters Score -9209211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -9209224.000000 Penalty: 5358.670410
	Iteration 46Q: 3 clusters Score -9209224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -9209240.000000 Penalty: 5358.670410
	Iteration 47Q: 3 clusters Score -9209240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -9209253.000000 Penalty: 5358.670410
	Iteration 48Q: 3 clusters Score -9209253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -9209252.000000 Penalty: 5358.670410
	Iteration 49Q: 3 clusters Score -9209252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -9209252.000000 Penalty: 5358.670410
	Iteration 50Q: 3 clusters Score -9209252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -9209265.000000 Penalty: 5358.670410
	Iteration 51Q: 3 clusters Score -9209265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -9209268.000000 Penalty: 5358.670410
	Iteration 52Q: 3 clusters Score -9209268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -9209281.000000 Penalty: 5358.670410
	Iteration 53Q: 3 clusters Score -9209281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -9209276.000000 Penalty: 5358.670410
	Iteration 54Q: 3 clusters Score -9209276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -9209276.000000 Penalty: 5358.670410
	Iteration 55Q: 3 clusters Score -9209276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -9209278.000000 Penalty: 5358.670410
	Iteration 56Q: 3 clusters Score -9209278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -9209279.000000 Penalty: 5358.670410
	Iteration 57Q: 3 clusters Score -9209279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -9209283.000000 Penalty: 5358.670410
	Iteration 58Q: 3 clusters Score -9209283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -9209288.000000 Penalty: 5358.670410
	Iteration 59Q: 3 clusters Score -9209288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -9209287.000000 Penalty: 5358.670410
	Iteration 60F: 3 clusters Score -9209287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -9209288.000000 Penalty: 5358.670410
	Iteration 61Q: 3 clusters Score -9209288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -9209280.000000 Penalty: 5358.670410
	Iteration 62Q: 3 clusters Score -9209280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -9209284.000000 Penalty: 5358.670410
	Iteration 63Q: 3 clusters Score -9209284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -9209284.000000 Penalty: 5358.670410
	Iteration 64F: 3 clusters Score -9209284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -98260.304688 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -98260.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -96621.492188 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -96621.49 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97016.984375 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -97016.98 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97313.750000 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -97313.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -97590.515625 Penalty: 3266.056396
	Iteration 3F: 3 clusters Score -97590.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97785.328125 Penalty: 3266.056396
	Iteration 4F: 3 clusters Score -97785.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97901.140625 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -97901.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -97957.929688 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -97957.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98017.664062 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -98017.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98045.242188 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -98045.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98067.773438 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -98067.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98090.515625 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -98090.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -98124.195312 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -98124.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -98153.093750 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -98153.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98162.835938 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -98162.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98172.718750 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -98172.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -98180.828125 Penalty: 3266.056396
	Iteration 15Q: 3 clusters Score -98180.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98188.132812 Penalty: 3266.056396
	Iteration 16Q: 3 clusters Score -98188.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98192.875000 Penalty: 3266.056396
	Iteration 17Q: 3 clusters Score -98192.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98202.078125 Penalty: 3266.056396
	Iteration 18Q: 3 clusters Score -98202.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -98231.968750 Penalty: 3266.056396
	Iteration 19Q: 3 clusters Score -98231.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -98237.710938 Penalty: 3266.056396
	Iteration 20F: 3 clusters Score -98237.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -98254.617188 Penalty: 3266.056396
	Iteration 21Q: 3 clusters Score -98254.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98278.773438 Penalty: 3266.056396
	Iteration 22Q: 3 clusters Score -98278.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98289.023438 Penalty: 3266.056396
	Iteration 23Q: 3 clusters Score -98289.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -98295.640625 Penalty: 3266.056396
	Iteration 24Q: 3 clusters Score -98295.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98309.023438 Penalty: 3266.056396
	Iteration 25Q: 3 clusters Score -98309.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -98316.695312 Penalty: 3266.056396
	Iteration 26Q: 3 clusters Score -98316.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98331.710938 Penalty: 3266.056396
	Iteration 27Q: 3 clusters Score -98331.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -98342.703125 Penalty: 3266.056396
	Iteration 28Q: 3 clusters Score -98342.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -98342.703125 Penalty: 3266.056396
	Iteration 29F: 3 clusters Score -98342.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 51854 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44533 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7462 members 
Mstep: Class 8 contains 20904 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36434 members 
Mstep: Class 12 contains 6043 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49206 members 
Mstep: Class 15 contains 397 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51547 members 
Mstep: Class 19 contains 32737 members 
Mstep: Class 20 contains 48600 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 35437 members 
Mstep: Class 23 contains 28805 members 
Mstep: Class 24 contains 40459 members 
Mstep: Class 25 contains 44163 members 
Mstep: Class 26 contains 51790 members 
Mstep: Class 27 contains 327 members 
Entering Unmasked Estep 
Score: -110188048.000000 Penalty: 89117.335938
Splitting cluster 15 changes total score from -110189848.000000 to -110188048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -450390.687500 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -450390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -447389.343750 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -447389.3 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -447915.750000 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -447915.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -448062.968750 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -448063 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -448155.062500 Penalty: 3897.310547
	Iteration 3Q: 3 clusters Score -448155.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -448221.000000 Penalty: 3897.310547
	Iteration 4Q: 3 clusters Score -448221 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -448263.812500 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -448263.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -448298.531250 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -448298.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -448321.093750 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -448321.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -448335.000000 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -448335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -448345.968750 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -448346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -448356.656250 Penalty: 3897.310547
	Iteration 10Q: 3 clusters Score -448356.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -448368.500000 Penalty: 3897.310547
	Iteration 11Q: 3 clusters Score -448368.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -448379.281250 Penalty: 3897.310547
	Iteration 12Q: 3 clusters Score -448379.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -448392.937500 Penalty: 3897.310547
	Iteration 13Q: 3 clusters Score -448392.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -448408.687500 Penalty: 3897.310547
	Iteration 14Q: 3 clusters Score -448408.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -448425.968750 Penalty: 3897.310547
	Iteration 15Q: 3 clusters Score -448426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -448441.500000 Penalty: 3897.310547
	Iteration 16Q: 3 clusters Score -448441.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -448454.312500 Penalty: 3897.310547
	Iteration 17Q: 3 clusters Score -448454.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -448466.281250 Penalty: 3897.310547
	Iteration 18Q: 3 clusters Score -448466.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -448478.843750 Penalty: 3897.310547
	Iteration 19Q: 3 clusters Score -448478.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -448488.031250 Penalty: 3897.310547
	Iteration 20F: 3 clusters Score -448488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -448499.500000 Penalty: 3897.310547
	Iteration 21Q: 3 clusters Score -448499.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -448507.593750 Penalty: 3897.310547
	Iteration 22Q: 3 clusters Score -448507.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -448513.468750 Penalty: 3897.310547
	Iteration 23Q: 3 clusters Score -448513.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -448519.250000 Penalty: 3897.310547
	Iteration 24Q: 3 clusters Score -448519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -448522.687500 Penalty: 3897.310547
	Iteration 25Q: 3 clusters Score -448522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -448525.812500 Penalty: 3897.310547
	Iteration 26Q: 3 clusters Score -448525.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -448530.156250 Penalty: 3897.310547
	Iteration 27Q: 3 clusters Score -448530.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -448540.625000 Penalty: 3897.310547
	Iteration 28Q: 3 clusters Score -448540.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -448550.843750 Penalty: 3897.310547
	Iteration 29Q: 3 clusters Score -448550.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -448559.468750 Penalty: 3897.310547
	Iteration 30Q: 3 clusters Score -448559.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -448565.343750 Penalty: 3897.310547
	Iteration 31Q: 3 clusters Score -448565.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -448569.843750 Penalty: 3897.310547
	Iteration 32Q: 3 clusters Score -448569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -448571.625000 Penalty: 3897.310547
	Iteration 33Q: 3 clusters Score -448571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -448574.562500 Penalty: 3897.310547
	Iteration 34Q: 3 clusters Score -448574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -448577.187500 Penalty: 3897.310547
	Iteration 35Q: 3 clusters Score -448577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -448578.187500 Penalty: 3897.310547
	Iteration 36Q: 3 clusters Score -448578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -448581.687500 Penalty: 3897.310547
	Iteration 37Q: 3 clusters Score -448581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -448581.593750 Penalty: 3897.310547
	Iteration 38Q: 3 clusters Score -448581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -448581.593750 Penalty: 3897.310547
	Iteration 39F: 3 clusters Score -448581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -187942.875000 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -187942.9 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 514 members 
Entering Unmasked Estep 
Score: -185979.625000 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -185979.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -186385.921875 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -186385.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -186508.328125 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -186508.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -186556.359375 Penalty: 3461.194092
	Iteration 3Q: 3 clusters Score -186556.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -186586.718750 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -186586.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -186606.281250 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -186606.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -186619.906250 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -186619.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -186627.921875 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -186627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -186630.390625 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -186630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -186634.890625 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -186634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -186634.890625 Penalty: 3461.194092
	Iteration 10F: 3 clusters Score -186634.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Entering Unmasked Estep 
Score: -9486473.000000 Penalty: 2690.861816
	Iteration 0F: 2 clusters Score -9486473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -9452642.000000 Penalty: 5381.723633
	Iteration 0F: 3 clusters Score -9452642 nChanged 24034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -9466071.000000 Penalty: 5381.723633
	Iteration 1F: 3 clusters Score -9466071 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -9466553.000000 Penalty: 5381.723633
	Iteration 2Q: 3 clusters Score -9466553 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -9466941.000000 Penalty: 5381.723633
	Iteration 3Q: 3 clusters Score -9466941 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -9467403.000000 Penalty: 5381.723633
	Iteration 4Q: 3 clusters Score -9467403 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -9467953.000000 Penalty: 5381.723633
	Iteration 5Q: 3 clusters Score -9467953 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -9468772.000000 Penalty: 5381.723633
	Iteration 6Q: 3 clusters Score -9468772 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -9469973.000000 Penalty: 5381.723633
	Iteration 7Q: 3 clusters Score -9469973 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -9471735.000000 Penalty: 5381.723633
	Iteration 8F: 3 clusters Score -9471735 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -9474089.000000 Penalty: 5381.723633
	Iteration 9F: 3 clusters Score -9474089 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -9476651.000000 Penalty: 5381.723633
	Iteration 10F: 3 clusters Score -9476651 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -9478647.000000 Penalty: 5381.723633
	Iteration 11F: 3 clusters Score -9478647 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -9479670.000000 Penalty: 5381.723633
	Iteration 12Q: 3 clusters Score -9479670 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -9480311.000000 Penalty: 5381.723633
	Iteration 13Q: 3 clusters Score -9480311 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -9480917.000000 Penalty: 5381.723633
	Iteration 14Q: 3 clusters Score -9480917 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -9481553.000000 Penalty: 5381.723633
	Iteration 15Q: 3 clusters Score -9481553 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -9482162.000000 Penalty: 5381.723633
	Iteration 16Q: 3 clusters Score -9482162 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -9482667.000000 Penalty: 5381.723633
	Iteration 17Q: 3 clusters Score -9482667 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -9483113.000000 Penalty: 5381.723633
	Iteration 18Q: 3 clusters Score -9483113 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -9483389.000000 Penalty: 5381.723633
	Iteration 19Q: 3 clusters Score -9483389 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -9483620.000000 Penalty: 5381.723633
	Iteration 20F: 3 clusters Score -9483620 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -9483780.000000 Penalty: 5381.723633
	Iteration 21Q: 3 clusters Score -9483780 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -9483871.000000 Penalty: 5381.723633
	Iteration 22Q: 3 clusters Score -9483871 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -9483966.000000 Penalty: 5381.723633
	Iteration 23Q: 3 clusters Score -9483966 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -9484005.000000 Penalty: 5381.723633
	Iteration 24Q: 3 clusters Score -9484005 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -9484045.000000 Penalty: 5381.723633
	Iteration 25Q: 3 clusters Score -9484045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -9484088.000000 Penalty: 5381.723633
	Iteration 26Q: 3 clusters Score -9484088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -9484098.000000 Penalty: 5381.723633
	Iteration 27Q: 3 clusters Score -9484098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -9484104.000000 Penalty: 5381.723633
	Iteration 28Q: 3 clusters Score -9484104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -9484120.000000 Penalty: 5381.723633
	Iteration 29Q: 3 clusters Score -9484120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -9484166.000000 Penalty: 5381.723633
	Iteration 30Q: 3 clusters Score -9484166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -9484177.000000 Penalty: 5381.723633
	Iteration 31Q: 3 clusters Score -9484177 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -9484183.000000 Penalty: 5381.723633
	Iteration 32Q: 3 clusters Score -9484183 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -9484198.000000 Penalty: 5381.723633
	Iteration 33Q: 3 clusters Score -9484198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -9484213.000000 Penalty: 5381.723633
	Iteration 34Q: 3 clusters Score -9484213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -9484228.000000 Penalty: 5381.723633
	Iteration 35Q: 3 clusters Score -9484228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -9484233.000000 Penalty: 5381.723633
	Iteration 36Q: 3 clusters Score -9484233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -9484262.000000 Penalty: 5381.723633
	Iteration 37Q: 3 clusters Score -9484262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -9484281.000000 Penalty: 5381.723633
	Iteration 38Q: 3 clusters Score -9484281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -9484295.000000 Penalty: 5381.723633
	Iteration 39Q: 3 clusters Score -9484295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -9484303.000000 Penalty: 5381.723633
	Iteration 40F: 3 clusters Score -9484303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -9484302.000000 Penalty: 5381.723633
	Iteration 41Q: 3 clusters Score -9484302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -9484314.000000 Penalty: 5381.723633
	Iteration 42Q: 3 clusters Score -9484314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -9484322.000000 Penalty: 5381.723633
	Iteration 43Q: 3 clusters Score -9484322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -9484342.000000 Penalty: 5381.723633
	Iteration 44Q: 3 clusters Score -9484342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -9484351.000000 Penalty: 5381.723633
	Iteration 45Q: 3 clusters Score -9484351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -9484354.000000 Penalty: 5381.723633
	Iteration 46Q: 3 clusters Score -9484354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -9484363.000000 Penalty: 5381.723633
	Iteration 47Q: 3 clusters Score -9484363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -9484355.000000 Penalty: 5381.723633
	Iteration 48Q: 3 clusters Score -9484355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -9484370.000000 Penalty: 5381.723633
	Iteration 49Q: 3 clusters Score -9484370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -9484368.000000 Penalty: 5381.723633
	Iteration 50Q: 3 clusters Score -9484368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -9484377.000000 Penalty: 5381.723633
	Iteration 51Q: 3 clusters Score -9484377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -9484369.000000 Penalty: 5381.723633
	Iteration 52Q: 3 clusters Score -9484369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -9484381.000000 Penalty: 5381.723633
	Iteration 53Q: 3 clusters Score -9484381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -9484391.000000 Penalty: 5381.723633
	Iteration 54Q: 3 clusters Score -9484391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -9484401.000000 Penalty: 5381.723633
	Iteration 55Q: 3 clusters Score -9484401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -9484403.000000 Penalty: 5381.723633
	Iteration 56Q: 3 clusters Score -9484403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -9484422.000000 Penalty: 5381.723633
	Iteration 57Q: 3 clusters Score -9484422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -9484436.000000 Penalty: 5381.723633
	Iteration 58Q: 3 clusters Score -9484436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -9484452.000000 Penalty: 5381.723633
	Iteration 59Q: 3 clusters Score -9484452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -9484455.000000 Penalty: 5381.723633
	Iteration 60F: 3 clusters Score -9484455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -9484459.000000 Penalty: 5381.723633
	Iteration 61Q: 3 clusters Score -9484459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -9484449.000000 Penalty: 5381.723633
	Iteration 62Q: 3 clusters Score -9484449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -9484459.000000 Penalty: 5381.723633
	Iteration 63Q: 3 clusters Score -9484459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -9484475.000000 Penalty: 5381.723633
	Iteration 64Q: 3 clusters Score -9484475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -9484489.000000 Penalty: 5381.723633
	Iteration 65Q: 3 clusters Score -9484489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -9484507.000000 Penalty: 5381.723633
	Iteration 66Q: 3 clusters Score -9484507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -9484495.000000 Penalty: 5381.723633
	Iteration 67Q: 3 clusters Score -9484495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -9484496.000000 Penalty: 5381.723633
	Iteration 68Q: 3 clusters Score -9484496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -9484504.000000 Penalty: 5381.723633
	Iteration 69Q: 3 clusters Score -9484504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -9484508.000000 Penalty: 5381.723633
	Iteration 70Q: 3 clusters Score -9484508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -9484501.000000 Penalty: 5381.723633
	Iteration 71Q: 3 clusters Score -9484501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -9484515.000000 Penalty: 5381.723633
	Iteration 72Q: 3 clusters Score -9484515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -9484518.000000 Penalty: 5381.723633
	Iteration 73Q: 3 clusters Score -9484518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -9484507.000000 Penalty: 5381.723633
	Iteration 74Q: 3 clusters Score -9484507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -9484506.000000 Penalty: 5381.723633
	Iteration 75Q: 3 clusters Score -9484506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -9484512.000000 Penalty: 5381.723633
	Iteration 76Q: 3 clusters Score -9484512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -9484518.000000 Penalty: 5381.723633
	Iteration 77Q: 3 clusters Score -9484518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -9484518.000000 Penalty: 5381.723633
	Iteration 78Q: 3 clusters Score -9484518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -9484518.000000 Penalty: 5381.723633
	Iteration 79Q: 3 clusters Score -9484518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -9484514.000000 Penalty: 5381.723633
	Iteration 80F: 3 clusters Score -9484514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -9484514.000000 Penalty: 5381.723633
	Iteration 81Q: 3 clusters Score -9484514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -9484517.000000 Penalty: 5381.723633
	Iteration 82Q: 3 clusters Score -9484517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -9484515.000000 Penalty: 5381.723633
	Iteration 83Q: 3 clusters Score -9484515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -9484523.000000 Penalty: 5381.723633
	Iteration 84Q: 3 clusters Score -9484523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -9484522.000000 Penalty: 5381.723633
	Iteration 85Q: 3 clusters Score -9484522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -9484521.000000 Penalty: 5381.723633
	Iteration 86Q: 3 clusters Score -9484521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -9484520.000000 Penalty: 5381.723633
	Iteration 87Q: 3 clusters Score -9484520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -9484528.000000 Penalty: 5381.723633
	Iteration 88Q: 3 clusters Score -9484528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -9484532.000000 Penalty: 5381.723633
	Iteration 89Q: 3 clusters Score -9484532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -9484532.000000 Penalty: 5381.723633
	Iteration 90Q: 3 clusters Score -9484532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -9484532.000000 Penalty: 5381.723633
	Iteration 91Q: 3 clusters Score -9484532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -9484532.000000 Penalty: 5381.723633
	Iteration 92F: 3 clusters Score -9484532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Entering Unmasked Estep 
Score: -5908139.000000 Penalty: 2578.272705
	Iteration 0F: 2 clusters Score -5908139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -5885547.500000 Penalty: 5156.545410
	Iteration 0F: 3 clusters Score -5885548 nChanged 15082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -5893784.500000 Penalty: 5156.545410
	Iteration 1F: 3 clusters Score -5893784 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -5894278.000000 Penalty: 5156.545410
	Iteration 2Q: 3 clusters Score -5894278 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -5894837.500000 Penalty: 5156.545410
	Iteration 3Q: 3 clusters Score -5894838 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -5895539.000000 Penalty: 5156.545410
	Iteration 4Q: 3 clusters Score -5895539 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -5896488.000000 Penalty: 5156.545410
	Iteration 5F: 3 clusters Score -5896488 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -5897954.000000 Penalty: 5156.545410
	Iteration 6F: 3 clusters Score -5897954 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -5900048.000000 Penalty: 5156.545410
	Iteration 7F: 3 clusters Score -5900048 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5902269.500000 Penalty: 5156.545410
	Iteration 8F: 3 clusters Score -5902270 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5903989.000000 Penalty: 5156.545410
	Iteration 9F: 3 clusters Score -5903989 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5905025.000000 Penalty: 5156.545410
	Iteration 10Q: 3 clusters Score -5905025 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5905533.000000 Penalty: 5156.545410
	Iteration 11Q: 3 clusters Score -5905533 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5905766.000000 Penalty: 5156.545410
	Iteration 12Q: 3 clusters Score -5905766 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5905861.000000 Penalty: 5156.545410
	Iteration 13Q: 3 clusters Score -5905861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5905908.500000 Penalty: 5156.545410
	Iteration 14Q: 3 clusters Score -5905908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5905946.500000 Penalty: 5156.545410
	Iteration 15Q: 3 clusters Score -5905946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5905964.500000 Penalty: 5156.545410
	Iteration 16Q: 3 clusters Score -5905964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5905987.000000 Penalty: 5156.545410
	Iteration 17Q: 3 clusters Score -5905987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5906000.500000 Penalty: 5156.545410
	Iteration 18Q: 3 clusters Score -5906000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5906006.500000 Penalty: 5156.545410
	Iteration 19Q: 3 clusters Score -5906006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5906020.000000 Penalty: 5156.545410
	Iteration 20F: 3 clusters Score -5906020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5906030.000000 Penalty: 5156.545410
	Iteration 21Q: 3 clusters Score -5906030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5906035.000000 Penalty: 5156.545410
	Iteration 22Q: 3 clusters Score -5906035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5906027.000000 Penalty: 5156.545410
	Iteration 23Q: 3 clusters Score -5906027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5906028.500000 Penalty: 5156.545410
	Iteration 24Q: 3 clusters Score -5906028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5906030.000000 Penalty: 5156.545410
	Iteration 25Q: 3 clusters Score -5906030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5906030.000000 Penalty: 5156.545410
	Iteration 26F: 3 clusters Score -5906030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Entering Unmasked Estep 
Score: -9088505.000000 Penalty: 2676.261963
	Iteration 0F: 2 clusters Score -9088505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -9056740.000000 Penalty: 5352.523926
	Iteration 0F: 3 clusters Score -9056740 nChanged 22678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -9069492.000000 Penalty: 5352.523926
	Iteration 1F: 3 clusters Score -9069492 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -9070483.000000 Penalty: 5352.523926
	Iteration 2Q: 3 clusters Score -9070483 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -9071724.000000 Penalty: 5352.523926
	Iteration 3F: 3 clusters Score -9071724 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -9073827.000000 Penalty: 5352.523926
	Iteration 4F: 3 clusters Score -9073827 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -9077400.000000 Penalty: 5352.523926
	Iteration 5F: 3 clusters Score -9077400 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -9082056.000000 Penalty: 5352.523926
	Iteration 6F: 3 clusters Score -9082056 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -9084877.000000 Penalty: 5352.523926
	Iteration 7F: 3 clusters Score -9084877 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -9085775.000000 Penalty: 5352.523926
	Iteration 8Q: 3 clusters Score -9085775 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -9086142.000000 Penalty: 5352.523926
	Iteration 9Q: 3 clusters Score -9086142 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -9086331.000000 Penalty: 5352.523926
	Iteration 10Q: 3 clusters Score -9086331 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -9086422.000000 Penalty: 5352.523926
	Iteration 11Q: 3 clusters Score -9086422 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -9086455.000000 Penalty: 5352.523926
	Iteration 12Q: 3 clusters Score -9086455 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -9086524.000000 Penalty: 5352.523926
	Iteration 13Q: 3 clusters Score -9086524 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -9086533.000000 Penalty: 5352.523926
	Iteration 14Q: 3 clusters Score -9086533 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -9086563.000000 Penalty: 5352.523926
	Iteration 15Q: 3 clusters Score -9086563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -9086565.000000 Penalty: 5352.523926
	Iteration 16Q: 3 clusters Score -9086565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -9086566.000000 Penalty: 5352.523926
	Iteration 17Q: 3 clusters Score -9086566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -9086548.000000 Penalty: 5352.523926
	Iteration 18Q: 3 clusters Score -9086548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -9086559.000000 Penalty: 5352.523926
	Iteration 19Q: 3 clusters Score -9086559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -9086558.000000 Penalty: 5352.523926
	Iteration 20F: 3 clusters Score -9086558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -9086552.000000 Penalty: 5352.523926
	Iteration 21Q: 3 clusters Score -9086552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -9086555.000000 Penalty: 5352.523926
	Iteration 22Q: 3 clusters Score -9086555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -9086545.000000 Penalty: 5352.523926
	Iteration 23Q: 3 clusters Score -9086545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -9086544.000000 Penalty: 5352.523926
	Iteration 24Q: 3 clusters Score -9086544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -9086540.000000 Penalty: 5352.523926
	Iteration 25Q: 3 clusters Score -9086540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -9086546.000000 Penalty: 5352.523926
	Iteration 26Q: 3 clusters Score -9086546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -9086553.000000 Penalty: 5352.523926
	Iteration 27Q: 3 clusters Score -9086553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -9086553.000000 Penalty: 5352.523926
	Iteration 28Q: 3 clusters Score -9086553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -9086554.000000 Penalty: 5352.523926
	Iteration 29Q: 3 clusters Score -9086554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -9086556.000000 Penalty: 5352.523926
	Iteration 30Q: 3 clusters Score -9086556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -9086555.000000 Penalty: 5352.523926
	Iteration 31Q: 3 clusters Score -9086555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -9086555.000000 Penalty: 5352.523926
	Iteration 32F: 3 clusters Score -9086555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -109693.656250 Penalty: 1600.889282
	Iteration 0F: 2 clusters Score -109693.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -108146.109375 Penalty: 3201.778564
	Iteration 0F: 3 clusters Score -108146.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -108488.046875 Penalty: 3201.778564
	Iteration 1F: 3 clusters Score -108488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -108686.921875 Penalty: 3201.778564
	Iteration 2F: 3 clusters Score -108686.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -108782.546875 Penalty: 3201.778564
	Iteration 3Q: 3 clusters Score -108782.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -108858.750000 Penalty: 3201.778564
	Iteration 4Q: 3 clusters Score -108858.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -108913.500000 Penalty: 3201.778564
	Iteration 5Q: 3 clusters Score -108913.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -108930.945312 Penalty: 3201.778564
	Iteration 6Q: 3 clusters Score -108930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -108939.257812 Penalty: 3201.778564
	Iteration 7Q: 3 clusters Score -108939.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -108946.710938 Penalty: 3201.778564
	Iteration 8Q: 3 clusters Score -108946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -108946.710938 Penalty: 3201.778564
	Iteration 9F: 3 clusters Score -108946.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Entering Unmasked Estep 
Score: -6543013.000000 Penalty: 2597.926758
	Iteration 0F: 2 clusters Score -6543013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -6518867.000000 Penalty: 5195.853516
	Iteration 0F: 3 clusters Score -6518867 nChanged 16071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -6527806.000000 Penalty: 5195.853516
	Iteration 1F: 3 clusters Score -6527806 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -6528357.500000 Penalty: 5195.853516
	Iteration 2Q: 3 clusters Score -6528358 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -6528947.500000 Penalty: 5195.853516
	Iteration 3Q: 3 clusters Score -6528948 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -6529524.500000 Penalty: 5195.853516
	Iteration 4Q: 3 clusters Score -6529524 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -6530344.500000 Penalty: 5195.853516
	Iteration 5Q: 3 clusters Score -6530344 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -6531223.000000 Penalty: 5195.853516
	Iteration 6Q: 3 clusters Score -6531223 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -6532314.500000 Penalty: 5195.853516
	Iteration 7Q: 3 clusters Score -6532314 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -6533435.000000 Penalty: 5195.853516
	Iteration 8F: 3 clusters Score -6533435 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -6534594.000000 Penalty: 5195.853516
	Iteration 9F: 3 clusters Score -6534594 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -6535565.000000 Penalty: 5195.853516
	Iteration 10F: 3 clusters Score -6535565 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -6536242.500000 Penalty: 5195.853516
	Iteration 11Q: 3 clusters Score -6536242 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -6536501.000000 Penalty: 5195.853516
	Iteration 12Q: 3 clusters Score -6536501 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -6536621.500000 Penalty: 5195.853516
	Iteration 13Q: 3 clusters Score -6536622 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -6536692.500000 Penalty: 5195.853516
	Iteration 14Q: 3 clusters Score -6536692 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -6536732.500000 Penalty: 5195.853516
	Iteration 15Q: 3 clusters Score -6536732 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -6536768.000000 Penalty: 5195.853516
	Iteration 16Q: 3 clusters Score -6536768 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -6536801.500000 Penalty: 5195.853516
	Iteration 17Q: 3 clusters Score -6536802 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -6536834.500000 Penalty: 5195.853516
	Iteration 18Q: 3 clusters Score -6536834 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -6536870.500000 Penalty: 5195.853516
	Iteration 19Q: 3 clusters Score -6536870 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -6536879.000000 Penalty: 5195.853516
	Iteration 20F: 3 clusters Score -6536879 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -6536888.000000 Penalty: 5195.853516
	Iteration 21Q: 3 clusters Score -6536888 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -6536901.000000 Penalty: 5195.853516
	Iteration 22Q: 3 clusters Score -6536901 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -6536942.500000 Penalty: 5195.853516
	Iteration 23Q: 3 clusters Score -6536942 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -6536967.000000 Penalty: 5195.853516
	Iteration 24Q: 3 clusters Score -6536967 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -6536992.000000 Penalty: 5195.853516
	Iteration 25Q: 3 clusters Score -6536992 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -6537013.000000 Penalty: 5195.853516
	Iteration 26Q: 3 clusters Score -6537013 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -6537035.500000 Penalty: 5195.853516
	Iteration 27Q: 3 clusters Score -6537036 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -6537047.500000 Penalty: 5195.853516
	Iteration 28Q: 3 clusters Score -6537048 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -6537080.000000 Penalty: 5195.853516
	Iteration 29Q: 3 clusters Score -6537080 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -6537124.500000 Penalty: 5195.853516
	Iteration 30Q: 3 clusters Score -6537124 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -6537158.000000 Penalty: 5195.853516
	Iteration 31Q: 3 clusters Score -6537158 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -6537197.000000 Penalty: 5195.853516
	Iteration 32Q: 3 clusters Score -6537197 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -6537245.500000 Penalty: 5195.853516
	Iteration 33Q: 3 clusters Score -6537246 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -6537291.000000 Penalty: 5195.853516
	Iteration 34Q: 3 clusters Score -6537291 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -6537306.500000 Penalty: 5195.853516
	Iteration 35Q: 3 clusters Score -6537306 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -6537321.000000 Penalty: 5195.853516
	Iteration 36Q: 3 clusters Score -6537321 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -6537346.000000 Penalty: 5195.853516
	Iteration 37Q: 3 clusters Score -6537346 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -6537390.500000 Penalty: 5195.853516
	Iteration 38Q: 3 clusters Score -6537390 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -6537431.000000 Penalty: 5195.853516
	Iteration 39Q: 3 clusters Score -6537431 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -6537491.500000 Penalty: 5195.853516
	Iteration 40F: 3 clusters Score -6537492 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -6537564.000000 Penalty: 5195.853516
	Iteration 41Q: 3 clusters Score -6537564 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -6537614.500000 Penalty: 5195.853516
	Iteration 42Q: 3 clusters Score -6537614 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -6537673.000000 Penalty: 5195.853516
	Iteration 43Q: 3 clusters Score -6537673 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -6537747.000000 Penalty: 5195.853516
	Iteration 44Q: 3 clusters Score -6537747 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -6537834.000000 Penalty: 5195.853516
	Iteration 45Q: 3 clusters Score -6537834 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -6537917.000000 Penalty: 5195.853516
	Iteration 46Q: 3 clusters Score -6537917 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -6537996.000000 Penalty: 5195.853516
	Iteration 47Q: 3 clusters Score -6537996 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -6538083.000000 Penalty: 5195.853516
	Iteration 48Q: 3 clusters Score -6538083 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -6538217.500000 Penalty: 5195.853516
	Iteration 49Q: 3 clusters Score -6538218 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -6538331.500000 Penalty: 5195.853516
	Iteration 50Q: 3 clusters Score -6538332 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -6538469.000000 Penalty: 5195.853516
	Iteration 51Q: 3 clusters Score -6538469 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -6538677.000000 Penalty: 5195.853516
	Iteration 52Q: 3 clusters Score -6538677 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -6538854.000000 Penalty: 5195.853516
	Iteration 53Q: 3 clusters Score -6538854 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -6539069.500000 Penalty: 5195.853516
	Iteration 54Q: 3 clusters Score -6539070 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -6539290.500000 Penalty: 5195.853516
	Iteration 55Q: 3 clusters Score -6539290 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -6539568.500000 Penalty: 5195.853516
	Iteration 56Q: 3 clusters Score -6539568 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -6539793.000000 Penalty: 5195.853516
	Iteration 57Q: 3 clusters Score -6539793 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -6539977.000000 Penalty: 5195.853516
	Iteration 58Q: 3 clusters Score -6539977 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -6540125.000000 Penalty: 5195.853516
	Iteration 59Q: 3 clusters Score -6540125 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -6540245.500000 Penalty: 5195.853516
	Iteration 60F: 3 clusters Score -6540246 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -6540326.500000 Penalty: 5195.853516
	Iteration 61Q: 3 clusters Score -6540326 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -6540406.500000 Penalty: 5195.853516
	Iteration 62Q: 3 clusters Score -6540406 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -6540486.000000 Penalty: 5195.853516
	Iteration 63Q: 3 clusters Score -6540486 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -6540577.000000 Penalty: 5195.853516
	Iteration 64Q: 3 clusters Score -6540577 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -6540647.000000 Penalty: 5195.853516
	Iteration 65Q: 3 clusters Score -6540647 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -6540690.000000 Penalty: 5195.853516
	Iteration 66Q: 3 clusters Score -6540690 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -6540751.500000 Penalty: 5195.853516
	Iteration 67Q: 3 clusters Score -6540752 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -6540795.000000 Penalty: 5195.853516
	Iteration 68Q: 3 clusters Score -6540795 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -6540839.000000 Penalty: 5195.853516
	Iteration 69Q: 3 clusters Score -6540839 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -6540880.500000 Penalty: 5195.853516
	Iteration 70Q: 3 clusters Score -6540880 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -6540916.500000 Penalty: 5195.853516
	Iteration 71Q: 3 clusters Score -6540916 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -6540939.000000 Penalty: 5195.853516
	Iteration 72Q: 3 clusters Score -6540939 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -6540961.000000 Penalty: 5195.853516
	Iteration 73Q: 3 clusters Score -6540961 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -6540991.500000 Penalty: 5195.853516
	Iteration 74Q: 3 clusters Score -6540992 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -6541009.000000 Penalty: 5195.853516
	Iteration 75Q: 3 clusters Score -6541009 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -6541044.000000 Penalty: 5195.853516
	Iteration 76Q: 3 clusters Score -6541044 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -6541059.000000 Penalty: 5195.853516
	Iteration 77Q: 3 clusters Score -6541059 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -6541078.000000 Penalty: 5195.853516
	Iteration 78Q: 3 clusters Score -6541078 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -6541098.000000 Penalty: 5195.853516
	Iteration 79Q: 3 clusters Score -6541098 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -6541106.500000 Penalty: 5195.853516
	Iteration 80F: 3 clusters Score -6541106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -6541115.500000 Penalty: 5195.853516
	Iteration 81Q: 3 clusters Score -6541116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -6541132.000000 Penalty: 5195.853516
	Iteration 82Q: 3 clusters Score -6541132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -6541151.500000 Penalty: 5195.853516
	Iteration 83Q: 3 clusters Score -6541152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -6541152.000000 Penalty: 5195.853516
	Iteration 84Q: 3 clusters Score -6541152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6541158.000000 Penalty: 5195.853516
	Iteration 85Q: 3 clusters Score -6541158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -6541156.000000 Penalty: 5195.853516
	Iteration 86Q: 3 clusters Score -6541156 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -6541177.500000 Penalty: 5195.853516
	Iteration 87Q: 3 clusters Score -6541178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -6541181.500000 Penalty: 5195.853516
	Iteration 88Q: 3 clusters Score -6541182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -6541195.500000 Penalty: 5195.853516
	Iteration 89Q: 3 clusters Score -6541196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6541198.500000 Penalty: 5195.853516
	Iteration 90Q: 3 clusters Score -6541198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -6541203.000000 Penalty: 5195.853516
	Iteration 91Q: 3 clusters Score -6541203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -6541225.500000 Penalty: 5195.853516
	Iteration 92Q: 3 clusters Score -6541226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -6541215.500000 Penalty: 5195.853516
	Iteration 93Q: 3 clusters Score -6541216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -6541223.500000 Penalty: 5195.853516
	Iteration 94Q: 3 clusters Score -6541224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -6541244.500000 Penalty: 5195.853516
	Iteration 95Q: 3 clusters Score -6541244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6541235.500000 Penalty: 5195.853516
	Iteration 96Q: 3 clusters Score -6541236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -6541244.500000 Penalty: 5195.853516
	Iteration 97Q: 3 clusters Score -6541244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -6541245.000000 Penalty: 5195.853516
	Iteration 98Q: 3 clusters Score -6541245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -6541236.500000 Penalty: 5195.853516
	Iteration 99Q: 3 clusters Score -6541236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6541234.000000 Penalty: 5195.853516
	Iteration 100F: 3 clusters Score -6541234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -6541233.500000 Penalty: 5195.853516
	Iteration 101Q: 3 clusters Score -6541234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -6541218.500000 Penalty: 5195.853516
	Iteration 102Q: 3 clusters Score -6541218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -6541228.500000 Penalty: 5195.853516
	Iteration 103Q: 3 clusters Score -6541228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -6541229.000000 Penalty: 5195.853516
	Iteration 104Q: 3 clusters Score -6541229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -6541236.000000 Penalty: 5195.853516
	Iteration 105Q: 3 clusters Score -6541236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6541238.500000 Penalty: 5195.853516
	Iteration 106Q: 3 clusters Score -6541238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6541231.000000 Penalty: 5195.853516
	Iteration 107Q: 3 clusters Score -6541231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6541237.000000 Penalty: 5195.853516
	Iteration 108Q: 3 clusters Score -6541237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -6541245.000000 Penalty: 5195.853516
	Iteration 109Q: 3 clusters Score -6541245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -6541254.000000 Penalty: 5195.853516
	Iteration 110Q: 3 clusters Score -6541254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -6541249.500000 Penalty: 5195.853516
	Iteration 111Q: 3 clusters Score -6541250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6541251.500000 Penalty: 5195.853516
	Iteration 112Q: 3 clusters Score -6541252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6541247.500000 Penalty: 5195.853516
	Iteration 113Q: 3 clusters Score -6541248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -6541246.000000 Penalty: 5195.853516
	Iteration 114Q: 3 clusters Score -6541246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6541251.500000 Penalty: 5195.853516
	Iteration 115Q: 3 clusters Score -6541252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6541256.000000 Penalty: 5195.853516
	Iteration 116Q: 3 clusters Score -6541256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -6541252.500000 Penalty: 5195.853516
	Iteration 117Q: 3 clusters Score -6541252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -6541259.000000 Penalty: 5195.853516
	Iteration 118Q: 3 clusters Score -6541259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6541260.500000 Penalty: 5195.853516
	Iteration 119Q: 3 clusters Score -6541260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -6541262.000000 Penalty: 5195.853516
	Iteration 120F: 3 clusters Score -6541262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6541259.500000 Penalty: 5195.853516
	Iteration 121Q: 3 clusters Score -6541260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -6541258.500000 Penalty: 5195.853516
	Iteration 122Q: 3 clusters Score -6541258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -6541248.500000 Penalty: 5195.853516
	Iteration 123Q: 3 clusters Score -6541248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -6541249.500000 Penalty: 5195.853516
	Iteration 124Q: 3 clusters Score -6541250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6541252.500000 Penalty: 5195.853516
	Iteration 125Q: 3 clusters Score -6541252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -6541254.500000 Penalty: 5195.853516
	Iteration 126Q: 3 clusters Score -6541254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -6541254.500000 Penalty: 5195.853516
	Iteration 127F: 3 clusters Score -6541254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Entering Unmasked Estep 
Score: -5344217.500000 Penalty: 2546.539307
	Iteration 0F: 2 clusters Score -5344218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -5324483.500000 Penalty: 5093.078613
	Iteration 0F: 3 clusters Score -5324484 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -5331311.000000 Penalty: 5093.078613
	Iteration 1F: 3 clusters Score -5331311 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -5331780.500000 Penalty: 5093.078613
	Iteration 2Q: 3 clusters Score -5331780 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -5332271.000000 Penalty: 5093.078613
	Iteration 3Q: 3 clusters Score -5332271 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -5332848.000000 Penalty: 5093.078613
	Iteration 4Q: 3 clusters Score -5332848 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -5333672.000000 Penalty: 5093.078613
	Iteration 5Q: 3 clusters Score -5333672 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -5334736.500000 Penalty: 5093.078613
	Iteration 6Q: 3 clusters Score -5334736 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -5335727.500000 Penalty: 5093.078613
	Iteration 7Q: 3 clusters Score -5335728 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -5336549.000000 Penalty: 5093.078613
	Iteration 8Q: 3 clusters Score -5336549 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -5337260.000000 Penalty: 5093.078613
	Iteration 9Q: 3 clusters Score -5337260 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -5338002.500000 Penalty: 5093.078613
	Iteration 10Q: 3 clusters Score -5338002 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -5338760.500000 Penalty: 5093.078613
	Iteration 11Q: 3 clusters Score -5338760 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -5339553.000000 Penalty: 5093.078613
	Iteration 12Q: 3 clusters Score -5339553 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -5340288.500000 Penalty: 5093.078613
	Iteration 13Q: 3 clusters Score -5340288 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -5340768.500000 Penalty: 5093.078613
	Iteration 14Q: 3 clusters Score -5340768 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -5341175.000000 Penalty: 5093.078613
	Iteration 15Q: 3 clusters Score -5341175 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -5341506.000000 Penalty: 5093.078613
	Iteration 16Q: 3 clusters Score -5341506 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5341884.000000 Penalty: 5093.078613
	Iteration 17Q: 3 clusters Score -5341884 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -5342278.000000 Penalty: 5093.078613
	Iteration 18Q: 3 clusters Score -5342278 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -5342699.000000 Penalty: 5093.078613
	Iteration 19Q: 3 clusters Score -5342699 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -5343044.500000 Penalty: 5093.078613
	Iteration 20F: 3 clusters Score -5343044 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -5343309.000000 Penalty: 5093.078613
	Iteration 21Q: 3 clusters Score -5343309 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -5343439.500000 Penalty: 5093.078613
	Iteration 22Q: 3 clusters Score -5343440 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -5343504.500000 Penalty: 5093.078613
	Iteration 23Q: 3 clusters Score -5343504 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -5343560.000000 Penalty: 5093.078613
	Iteration 24Q: 3 clusters Score -5343560 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -5343598.000000 Penalty: 5093.078613
	Iteration 25Q: 3 clusters Score -5343598 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -5343612.500000 Penalty: 5093.078613
	Iteration 26Q: 3 clusters Score -5343612 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -5343622.500000 Penalty: 5093.078613
	Iteration 27Q: 3 clusters Score -5343622 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5343626.500000 Penalty: 5093.078613
	Iteration 28Q: 3 clusters Score -5343626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -5343635.500000 Penalty: 5093.078613
	Iteration 29Q: 3 clusters Score -5343636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -5343647.000000 Penalty: 5093.078613
	Iteration 30Q: 3 clusters Score -5343647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -5343660.000000 Penalty: 5093.078613
	Iteration 31Q: 3 clusters Score -5343660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -5343663.000000 Penalty: 5093.078613
	Iteration 32Q: 3 clusters Score -5343663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -5343668.000000 Penalty: 5093.078613
	Iteration 33Q: 3 clusters Score -5343668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -5343667.500000 Penalty: 5093.078613
	Iteration 34Q: 3 clusters Score -5343668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -5343676.000000 Penalty: 5093.078613
	Iteration 35Q: 3 clusters Score -5343676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -5343680.000000 Penalty: 5093.078613
	Iteration 36Q: 3 clusters Score -5343680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5343680.000000 Penalty: 5093.078613
	Iteration 37Q: 3 clusters Score -5343680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -5343682.000000 Penalty: 5093.078613
	Iteration 38Q: 3 clusters Score -5343682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -5343677.000000 Penalty: 5093.078613
	Iteration 39Q: 3 clusters Score -5343677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -5343685.500000 Penalty: 5093.078613
	Iteration 40F: 3 clusters Score -5343686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5343687.500000 Penalty: 5093.078613
	Iteration 41Q: 3 clusters Score -5343688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -5343686.000000 Penalty: 5093.078613
	Iteration 42Q: 3 clusters Score -5343686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -5343683.500000 Penalty: 5093.078613
	Iteration 43Q: 3 clusters Score -5343684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -5343680.000000 Penalty: 5093.078613
	Iteration 44Q: 3 clusters Score -5343680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -5343678.000000 Penalty: 5093.078613
	Iteration 45Q: 3 clusters Score -5343678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -5343680.000000 Penalty: 5093.078613
	Iteration 46Q: 3 clusters Score -5343680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -5343679.000000 Penalty: 5093.078613
	Iteration 47Q: 3 clusters Score -5343679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -5343676.500000 Penalty: 5093.078613
	Iteration 48Q: 3 clusters Score -5343676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -5343674.500000 Penalty: 5093.078613
	Iteration 49Q: 3 clusters Score -5343674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -5343680.500000 Penalty: 5093.078613
	Iteration 50Q: 3 clusters Score -5343680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -5343686.500000 Penalty: 5093.078613
	Iteration 51Q: 3 clusters Score -5343686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -5343689.500000 Penalty: 5093.078613
	Iteration 52Q: 3 clusters Score -5343690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -5343705.500000 Penalty: 5093.078613
	Iteration 53Q: 3 clusters Score -5343706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -5343705.500000 Penalty: 5093.078613
	Iteration 54Q: 3 clusters Score -5343706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -5343708.000000 Penalty: 5093.078613
	Iteration 55Q: 3 clusters Score -5343708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -5343707.000000 Penalty: 5093.078613
	Iteration 56Q: 3 clusters Score -5343707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -5343704.500000 Penalty: 5093.078613
	Iteration 57Q: 3 clusters Score -5343704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5343702.000000 Penalty: 5093.078613
	Iteration 58Q: 3 clusters Score -5343702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -5343705.000000 Penalty: 5093.078613
	Iteration 59Q: 3 clusters Score -5343705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -5343700.000000 Penalty: 5093.078613
	Iteration 60F: 3 clusters Score -5343700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -5343705.000000 Penalty: 5093.078613
	Iteration 61Q: 3 clusters Score -5343705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -5343706.500000 Penalty: 5093.078613
	Iteration 62Q: 3 clusters Score -5343706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -5343707.500000 Penalty: 5093.078613
	Iteration 63Q: 3 clusters Score -5343708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -5343705.000000 Penalty: 5093.078613
	Iteration 64Q: 3 clusters Score -5343705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -5343714.000000 Penalty: 5093.078613
	Iteration 65Q: 3 clusters Score -5343714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -5343717.500000 Penalty: 5093.078613
	Iteration 66Q: 3 clusters Score -5343718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -5343714.500000 Penalty: 5093.078613
	Iteration 67Q: 3 clusters Score -5343714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -5343709.500000 Penalty: 5093.078613
	Iteration 68Q: 3 clusters Score -5343710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -5343712.000000 Penalty: 5093.078613
	Iteration 69Q: 3 clusters Score -5343712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -5343720.500000 Penalty: 5093.078613
	Iteration 70Q: 3 clusters Score -5343720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -5343724.000000 Penalty: 5093.078613
	Iteration 71Q: 3 clusters Score -5343724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5343719.000000 Penalty: 5093.078613
	Iteration 72Q: 3 clusters Score -5343719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -5343729.000000 Penalty: 5093.078613
	Iteration 73Q: 3 clusters Score -5343729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -5343724.000000 Penalty: 5093.078613
	Iteration 74Q: 3 clusters Score -5343724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -5343729.500000 Penalty: 5093.078613
	Iteration 75Q: 3 clusters Score -5343730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5343736.500000 Penalty: 5093.078613
	Iteration 76Q: 3 clusters Score -5343736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -5343735.000000 Penalty: 5093.078613
	Iteration 77Q: 3 clusters Score -5343735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -5343732.000000 Penalty: 5093.078613
	Iteration 78Q: 3 clusters Score -5343732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -5343733.500000 Penalty: 5093.078613
	Iteration 79Q: 3 clusters Score -5343734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5343735.000000 Penalty: 5093.078613
	Iteration 80F: 3 clusters Score -5343735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -5343743.000000 Penalty: 5093.078613
	Iteration 81Q: 3 clusters Score -5343743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -5343740.500000 Penalty: 5093.078613
	Iteration 82Q: 3 clusters Score -5343740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5343742.500000 Penalty: 5093.078613
	Iteration 83Q: 3 clusters Score -5343742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -5343743.000000 Penalty: 5093.078613
	Iteration 84Q: 3 clusters Score -5343743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -5343748.500000 Penalty: 5093.078613
	Iteration 85Q: 3 clusters Score -5343748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5343750.500000 Penalty: 5093.078613
	Iteration 86Q: 3 clusters Score -5343750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -5343746.000000 Penalty: 5093.078613
	Iteration 87Q: 3 clusters Score -5343746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -5343744.500000 Penalty: 5093.078613
	Iteration 88Q: 3 clusters Score -5343744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -5343747.000000 Penalty: 5093.078613
	Iteration 89Q: 3 clusters Score -5343747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5343747.000000 Penalty: 5093.078613
	Iteration 90Q: 3 clusters Score -5343747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5343747.000000 Penalty: 5093.078613
	Iteration 91F: 3 clusters Score -5343747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Entering Unmasked Estep 
Score: -7562324.000000 Penalty: 2630.795166
	Iteration 0F: 2 clusters Score -7562324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -7535095.000000 Penalty: 5261.590332
	Iteration 0F: 3 clusters Score -7535095 nChanged 18378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -7545317.500000 Penalty: 5261.590332
	Iteration 1F: 3 clusters Score -7545318 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -7545822.500000 Penalty: 5261.590332
	Iteration 2Q: 3 clusters Score -7545822 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -7546323.000000 Penalty: 5261.590332
	Iteration 3Q: 3 clusters Score -7546323 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -7546934.000000 Penalty: 5261.590332
	Iteration 4Q: 3 clusters Score -7546934 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -7547677.000000 Penalty: 5261.590332
	Iteration 5Q: 3 clusters Score -7547677 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -7548460.000000 Penalty: 5261.590332
	Iteration 6Q: 3 clusters Score -7548460 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -7549476.500000 Penalty: 5261.590332
	Iteration 7Q: 3 clusters Score -7549476 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -7550776.000000 Penalty: 5261.590332
	Iteration 8Q: 3 clusters Score -7550776 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -7552264.500000 Penalty: 5261.590332
	Iteration 9F: 3 clusters Score -7552264 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -7553827.500000 Penalty: 5261.590332
	Iteration 10Q: 3 clusters Score -7553828 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -7555058.000000 Penalty: 5261.590332
	Iteration 11Q: 3 clusters Score -7555058 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -7555955.500000 Penalty: 5261.590332
	Iteration 12Q: 3 clusters Score -7555956 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -7556695.500000 Penalty: 5261.590332
	Iteration 13Q: 3 clusters Score -7556696 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -7557386.000000 Penalty: 5261.590332
	Iteration 14Q: 3 clusters Score -7557386 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -7558105.000000 Penalty: 5261.590332
	Iteration 15Q: 3 clusters Score -7558105 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -7558717.500000 Penalty: 5261.590332
	Iteration 16Q: 3 clusters Score -7558718 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -7559076.500000 Penalty: 5261.590332
	Iteration 17Q: 3 clusters Score -7559076 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -7559304.500000 Penalty: 5261.590332
	Iteration 18Q: 3 clusters Score -7559304 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -7559513.000000 Penalty: 5261.590332
	Iteration 19Q: 3 clusters Score -7559513 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -7559563.000000 Penalty: 5261.590332
	Iteration 20F: 3 clusters Score -7559563 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -7559603.500000 Penalty: 5261.590332
	Iteration 21Q: 3 clusters Score -7559604 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -7559658.000000 Penalty: 5261.590332
	Iteration 22Q: 3 clusters Score -7559658 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -7559663.500000 Penalty: 5261.590332
	Iteration 23Q: 3 clusters Score -7559664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -7559679.000000 Penalty: 5261.590332
	Iteration 24Q: 3 clusters Score -7559679 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -7559655.000000 Penalty: 5261.590332
	Iteration 25Q: 3 clusters Score -7559655 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -7559635.500000 Penalty: 5261.590332
	Iteration 26Q: 3 clusters Score -7559636 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -7559654.500000 Penalty: 5261.590332
	Iteration 27Q: 3 clusters Score -7559654 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -7559670.500000 Penalty: 5261.590332
	Iteration 28Q: 3 clusters Score -7559670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -7559664.000000 Penalty: 5261.590332
	Iteration 29Q: 3 clusters Score -7559664 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -7559680.500000 Penalty: 5261.590332
	Iteration 30Q: 3 clusters Score -7559680 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -7559653.500000 Penalty: 5261.590332
	Iteration 31Q: 3 clusters Score -7559654 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -7559672.000000 Penalty: 5261.590332
	Iteration 32Q: 3 clusters Score -7559672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -7559676.500000 Penalty: 5261.590332
	Iteration 33Q: 3 clusters Score -7559676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -7559670.000000 Penalty: 5261.590332
	Iteration 34Q: 3 clusters Score -7559670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -7559691.000000 Penalty: 5261.590332
	Iteration 35Q: 3 clusters Score -7559691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -7559690.500000 Penalty: 5261.590332
	Iteration 36Q: 3 clusters Score -7559690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -7559674.000000 Penalty: 5261.590332
	Iteration 37Q: 3 clusters Score -7559674 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -7559666.500000 Penalty: 5261.590332
	Iteration 38Q: 3 clusters Score -7559666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -7559677.000000 Penalty: 5261.590332
	Iteration 39Q: 3 clusters Score -7559677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -7559679.000000 Penalty: 5261.590332
	Iteration 40F: 3 clusters Score -7559679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -7559676.500000 Penalty: 5261.590332
	Iteration 41Q: 3 clusters Score -7559676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -7559691.500000 Penalty: 5261.590332
	Iteration 42Q: 3 clusters Score -7559692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -7559693.500000 Penalty: 5261.590332
	Iteration 43Q: 3 clusters Score -7559694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -7559700.000000 Penalty: 5261.590332
	Iteration 44Q: 3 clusters Score -7559700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -7559693.500000 Penalty: 5261.590332
	Iteration 45Q: 3 clusters Score -7559694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -7559695.500000 Penalty: 5261.590332
	Iteration 46Q: 3 clusters Score -7559696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -7559687.500000 Penalty: 5261.590332
	Iteration 47Q: 3 clusters Score -7559688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -7559689.000000 Penalty: 5261.590332
	Iteration 48Q: 3 clusters Score -7559689 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -7559685.000000 Penalty: 5261.590332
	Iteration 49Q: 3 clusters Score -7559685 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -7559664.500000 Penalty: 5261.590332
	Iteration 50Q: 3 clusters Score -7559664 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -7559652.500000 Penalty: 5261.590332
	Iteration 51Q: 3 clusters Score -7559652 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -7559631.500000 Penalty: 5261.590332
	Iteration 52Q: 3 clusters Score -7559632 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -7559632.000000 Penalty: 5261.590332
	Iteration 53Q: 3 clusters Score -7559632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -7559631.000000 Penalty: 5261.590332
	Iteration 54Q: 3 clusters Score -7559631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -7559660.000000 Penalty: 5261.590332
	Iteration 55Q: 3 clusters Score -7559660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -7559635.000000 Penalty: 5261.590332
	Iteration 56Q: 3 clusters Score -7559635 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -7559611.000000 Penalty: 5261.590332
	Iteration 57Q: 3 clusters Score -7559611 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -7559601.500000 Penalty: 5261.590332
	Iteration 58Q: 3 clusters Score -7559602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -7559599.000000 Penalty: 5261.590332
	Iteration 59Q: 3 clusters Score -7559599 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -7559629.000000 Penalty: 5261.590332
	Iteration 60F: 3 clusters Score -7559629 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -7559626.000000 Penalty: 5261.590332
	Iteration 61Q: 3 clusters Score -7559626 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -7559626.000000 Penalty: 5261.590332
	Iteration 62Q: 3 clusters Score -7559626 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -7559635.000000 Penalty: 5261.590332
	Iteration 63Q: 3 clusters Score -7559635 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -7559619.500000 Penalty: 5261.590332
	Iteration 64Q: 3 clusters Score -7559620 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -7559628.000000 Penalty: 5261.590332
	Iteration 65Q: 3 clusters Score -7559628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -7559647.000000 Penalty: 5261.590332
	Iteration 66Q: 3 clusters Score -7559647 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -7559641.000000 Penalty: 5261.590332
	Iteration 67Q: 3 clusters Score -7559641 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -7559644.000000 Penalty: 5261.590332
	Iteration 68Q: 3 clusters Score -7559644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -7559624.000000 Penalty: 5261.590332
	Iteration 69Q: 3 clusters Score -7559624 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -7559636.500000 Penalty: 5261.590332
	Iteration 70Q: 3 clusters Score -7559636 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -7559639.500000 Penalty: 5261.590332
	Iteration 71Q: 3 clusters Score -7559640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -7559639.500000 Penalty: 5261.590332
	Iteration 72Q: 3 clusters Score -7559640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -7559627.000000 Penalty: 5261.590332
	Iteration 73Q: 3 clusters Score -7559627 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -7559637.000000 Penalty: 5261.590332
	Iteration 74Q: 3 clusters Score -7559637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -7559637.000000 Penalty: 5261.590332
	Iteration 75Q: 3 clusters Score -7559637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -7559637.500000 Penalty: 5261.590332
	Iteration 76Q: 3 clusters Score -7559638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -7559637.000000 Penalty: 5261.590332
	Iteration 77Q: 3 clusters Score -7559637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -7559644.000000 Penalty: 5261.590332
	Iteration 78Q: 3 clusters Score -7559644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -7559634.000000 Penalty: 5261.590332
	Iteration 79Q: 3 clusters Score -7559634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -7559636.000000 Penalty: 5261.590332
	Iteration 80F: 3 clusters Score -7559636 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -7559620.000000 Penalty: 5261.590332
	Iteration 81Q: 3 clusters Score -7559620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -7559597.500000 Penalty: 5261.590332
	Iteration 82Q: 3 clusters Score -7559598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -7559616.000000 Penalty: 5261.590332
	Iteration 83Q: 3 clusters Score -7559616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -7559612.500000 Penalty: 5261.590332
	Iteration 84Q: 3 clusters Score -7559612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -7559596.000000 Penalty: 5261.590332
	Iteration 85Q: 3 clusters Score -7559596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -7559604.000000 Penalty: 5261.590332
	Iteration 86Q: 3 clusters Score -7559604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -7559614.500000 Penalty: 5261.590332
	Iteration 87Q: 3 clusters Score -7559614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -7559623.500000 Penalty: 5261.590332
	Iteration 88Q: 3 clusters Score -7559624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -7559608.500000 Penalty: 5261.590332
	Iteration 89Q: 3 clusters Score -7559608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -7559609.000000 Penalty: 5261.590332
	Iteration 90Q: 3 clusters Score -7559609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -7559609.000000 Penalty: 5261.590332
	Iteration 91Q: 3 clusters Score -7559609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -7559609.000000 Penalty: 5261.590332
	Iteration 92F: 3 clusters Score -7559609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Entering Unmasked Estep 
Score: -8231249.500000 Penalty: 2652.519287
	Iteration 0F: 2 clusters Score -8231250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -8201852.000000 Penalty: 5305.038574
	Iteration 0F: 3 clusters Score -8201852 nChanged 20276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -8213158.000000 Penalty: 5305.038574
	Iteration 1F: 3 clusters Score -8213158 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -8214091.500000 Penalty: 5305.038574
	Iteration 2Q: 3 clusters Score -8214092 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -8215531.500000 Penalty: 5305.038574
	Iteration 3F: 3 clusters Score -8215532 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -8217921.000000 Penalty: 5305.038574
	Iteration 4F: 3 clusters Score -8217921 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -8221105.000000 Penalty: 5305.038574
	Iteration 5F: 3 clusters Score -8221105 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -8224317.500000 Penalty: 5305.038574
	Iteration 6F: 3 clusters Score -8224318 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -8226695.000000 Penalty: 5305.038574
	Iteration 7F: 3 clusters Score -8226695 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -8227920.500000 Penalty: 5305.038574
	Iteration 8Q: 3 clusters Score -8227920 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -8228417.000000 Penalty: 5305.038574
	Iteration 9Q: 3 clusters Score -8228417 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -8228630.000000 Penalty: 5305.038574
	Iteration 10Q: 3 clusters Score -8228630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8228737.500000 Penalty: 5305.038574
	Iteration 11Q: 3 clusters Score -8228738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -8228781.500000 Penalty: 5305.038574
	Iteration 12Q: 3 clusters Score -8228782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -8228840.000000 Penalty: 5305.038574
	Iteration 13Q: 3 clusters Score -8228840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -8228865.500000 Penalty: 5305.038574
	Iteration 14Q: 3 clusters Score -8228866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8228895.000000 Penalty: 5305.038574
	Iteration 15Q: 3 clusters Score -8228895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -8228909.000000 Penalty: 5305.038574
	Iteration 16Q: 3 clusters Score -8228909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -8228923.500000 Penalty: 5305.038574
	Iteration 17Q: 3 clusters Score -8228924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -8228926.500000 Penalty: 5305.038574
	Iteration 18Q: 3 clusters Score -8228926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -8228931.500000 Penalty: 5305.038574
	Iteration 19Q: 3 clusters Score -8228932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -8228932.500000 Penalty: 5305.038574
	Iteration 20F: 3 clusters Score -8228932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Entering Unmasked Estep 
Score: -9682292.000000 Penalty: 2692.028320
	Iteration 0F: 2 clusters Score -9682292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -9649625.000000 Penalty: 5384.056641
	Iteration 0F: 3 clusters Score -9649625 nChanged 23924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -9662956.000000 Penalty: 5384.056641
	Iteration 1F: 3 clusters Score -9662956 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -9663449.000000 Penalty: 5384.056641
	Iteration 2Q: 3 clusters Score -9663449 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -9663867.000000 Penalty: 5384.056641
	Iteration 3Q: 3 clusters Score -9663867 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -9664292.000000 Penalty: 5384.056641
	Iteration 4Q: 3 clusters Score -9664292 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -9664765.000000 Penalty: 5384.056641
	Iteration 5Q: 3 clusters Score -9664765 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -9665393.000000 Penalty: 5384.056641
	Iteration 6Q: 3 clusters Score -9665393 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -9666073.000000 Penalty: 5384.056641
	Iteration 7Q: 3 clusters Score -9666073 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -9667031.000000 Penalty: 5384.056641
	Iteration 8Q: 3 clusters Score -9667031 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -9668614.000000 Penalty: 5384.056641
	Iteration 9Q: 3 clusters Score -9668614 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -9670915.000000 Penalty: 5384.056641
	Iteration 10F: 3 clusters Score -9670915 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -9673725.000000 Penalty: 5384.056641
	Iteration 11F: 3 clusters Score -9673725 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -9676068.000000 Penalty: 5384.056641
	Iteration 12F: 3 clusters Score -9676068 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -9677392.000000 Penalty: 5384.056641
	Iteration 13Q: 3 clusters Score -9677392 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -9678345.000000 Penalty: 5384.056641
	Iteration 14Q: 3 clusters Score -9678345 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -9679165.000000 Penalty: 5384.056641
	Iteration 15Q: 3 clusters Score -9679165 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -9679847.000000 Penalty: 5384.056641
	Iteration 16Q: 3 clusters Score -9679847 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -9680317.000000 Penalty: 5384.056641
	Iteration 17Q: 3 clusters Score -9680317 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -9680656.000000 Penalty: 5384.056641
	Iteration 18Q: 3 clusters Score -9680656 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -9680799.000000 Penalty: 5384.056641
	Iteration 19Q: 3 clusters Score -9680799 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -9680917.000000 Penalty: 5384.056641
	Iteration 20F: 3 clusters Score -9680917 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -9680966.000000 Penalty: 5384.056641
	Iteration 21Q: 3 clusters Score -9680966 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -9681030.000000 Penalty: 5384.056641
	Iteration 22Q: 3 clusters Score -9681030 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -9681012.000000 Penalty: 5384.056641
	Iteration 23Q: 3 clusters Score -9681012 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -9681070.000000 Penalty: 5384.056641
	Iteration 24Q: 3 clusters Score -9681070 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -9681093.000000 Penalty: 5384.056641
	Iteration 25Q: 3 clusters Score -9681093 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -9681098.000000 Penalty: 5384.056641
	Iteration 26Q: 3 clusters Score -9681098 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -9681076.000000 Penalty: 5384.056641
	Iteration 27Q: 3 clusters Score -9681076 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -9681117.000000 Penalty: 5384.056641
	Iteration 28Q: 3 clusters Score -9681117 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -9681141.000000 Penalty: 5384.056641
	Iteration 29Q: 3 clusters Score -9681141 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -9681074.000000 Penalty: 5384.056641
	Iteration 30Q: 3 clusters Score -9681074 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -9681109.000000 Penalty: 5384.056641
	Iteration 31Q: 3 clusters Score -9681109 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -9681047.000000 Penalty: 5384.056641
	Iteration 32Q: 3 clusters Score -9681047 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -9681077.000000 Penalty: 5384.056641
	Iteration 33Q: 3 clusters Score -9681077 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -9681042.000000 Penalty: 5384.056641
	Iteration 34Q: 3 clusters Score -9681042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -9681031.000000 Penalty: 5384.056641
	Iteration 35Q: 3 clusters Score -9681031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -9681041.000000 Penalty: 5384.056641
	Iteration 36Q: 3 clusters Score -9681041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -9681022.000000 Penalty: 5384.056641
	Iteration 37Q: 3 clusters Score -9681022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -9681023.000000 Penalty: 5384.056641
	Iteration 38Q: 3 clusters Score -9681023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -9681018.000000 Penalty: 5384.056641
	Iteration 39Q: 3 clusters Score -9681018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -9680999.000000 Penalty: 5384.056641
	Iteration 40F: 3 clusters Score -9680999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -9681002.000000 Penalty: 5384.056641
	Iteration 41Q: 3 clusters Score -9681002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -9681002.000000 Penalty: 5384.056641
	Iteration 42Q: 3 clusters Score -9681002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -9681014.000000 Penalty: 5384.056641
	Iteration 43Q: 3 clusters Score -9681014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -9681018.000000 Penalty: 5384.056641
	Iteration 44Q: 3 clusters Score -9681018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -9681019.000000 Penalty: 5384.056641
	Iteration 45Q: 3 clusters Score -9681019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -9681017.000000 Penalty: 5384.056641
	Iteration 46Q: 3 clusters Score -9681017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -9681021.000000 Penalty: 5384.056641
	Iteration 47Q: 3 clusters Score -9681021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -9681026.000000 Penalty: 5384.056641
	Iteration 48Q: 3 clusters Score -9681026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -9681025.000000 Penalty: 5384.056641
	Iteration 49Q: 3 clusters Score -9681025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -9681002.000000 Penalty: 5384.056641
	Iteration 50Q: 3 clusters Score -9681002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -9681035.000000 Penalty: 5384.056641
	Iteration 51Q: 3 clusters Score -9681035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -9681022.000000 Penalty: 5384.056641
	Iteration 52Q: 3 clusters Score -9681022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -9681017.000000 Penalty: 5384.056641
	Iteration 53Q: 3 clusters Score -9681017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -9681039.000000 Penalty: 5384.056641
	Iteration 54Q: 3 clusters Score -9681039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -9681034.000000 Penalty: 5384.056641
	Iteration 55Q: 3 clusters Score -9681034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -9681049.000000 Penalty: 5384.056641
	Iteration 56Q: 3 clusters Score -9681049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -9681045.000000 Penalty: 5384.056641
	Iteration 57Q: 3 clusters Score -9681045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -9681057.000000 Penalty: 5384.056641
	Iteration 58Q: 3 clusters Score -9681057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -9681060.000000 Penalty: 5384.056641
	Iteration 59Q: 3 clusters Score -9681060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -9681039.000000 Penalty: 5384.056641
	Iteration 60F: 3 clusters Score -9681039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -9681044.000000 Penalty: 5384.056641
	Iteration 61Q: 3 clusters Score -9681044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -9681063.000000 Penalty: 5384.056641
	Iteration 62Q: 3 clusters Score -9681063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -9681058.000000 Penalty: 5384.056641
	Iteration 63Q: 3 clusters Score -9681058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -9681061.000000 Penalty: 5384.056641
	Iteration 64Q: 3 clusters Score -9681061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -9681055.000000 Penalty: 5384.056641
	Iteration 65Q: 3 clusters Score -9681055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -9681070.000000 Penalty: 5384.056641
	Iteration 66Q: 3 clusters Score -9681070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -9681077.000000 Penalty: 5384.056641
	Iteration 67Q: 3 clusters Score -9681077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -9681086.000000 Penalty: 5384.056641
	Iteration 68Q: 3 clusters Score -9681086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -9681088.000000 Penalty: 5384.056641
	Iteration 69Q: 3 clusters Score -9681088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -9681084.000000 Penalty: 5384.056641
	Iteration 70Q: 3 clusters Score -9681084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -9681079.000000 Penalty: 5384.056641
	Iteration 71Q: 3 clusters Score -9681079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -9681085.000000 Penalty: 5384.056641
	Iteration 72Q: 3 clusters Score -9681085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -9681069.000000 Penalty: 5384.056641
	Iteration 73Q: 3 clusters Score -9681069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -9681081.000000 Penalty: 5384.056641
	Iteration 74Q: 3 clusters Score -9681081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -9681086.000000 Penalty: 5384.056641
	Iteration 75Q: 3 clusters Score -9681086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -9681078.000000 Penalty: 5384.056641
	Iteration 76Q: 3 clusters Score -9681078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -9681077.000000 Penalty: 5384.056641
	Iteration 77Q: 3 clusters Score -9681077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -9681081.000000 Penalty: 5384.056641
	Iteration 78Q: 3 clusters Score -9681081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -9681089.000000 Penalty: 5384.056641
	Iteration 79Q: 3 clusters Score -9681089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -9681061.000000 Penalty: 5384.056641
	Iteration 80F: 3 clusters Score -9681061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -9681051.000000 Penalty: 5384.056641
	Iteration 81Q: 3 clusters Score -9681051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -9681060.000000 Penalty: 5384.056641
	Iteration 82Q: 3 clusters Score -9681060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -9681069.000000 Penalty: 5384.056641
	Iteration 83Q: 3 clusters Score -9681069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -9681075.000000 Penalty: 5384.056641
	Iteration 84Q: 3 clusters Score -9681075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -9681070.000000 Penalty: 5384.056641
	Iteration 85Q: 3 clusters Score -9681070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -9681070.000000 Penalty: 5384.056641
	Iteration 86F: 3 clusters Score -9681070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 51854 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44533 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7462 members 
Mstep: Class 8 contains 20904 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36434 members 
Mstep: Class 12 contains 6043 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49206 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51547 members 
Mstep: Class 19 contains 32737 members 
Mstep: Class 20 contains 48600 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 35437 members 
Mstep: Class 23 contains 28805 members 
Mstep: Class 24 contains 40459 members 
Mstep: Class 25 contains 44163 members 
Mstep: Class 26 contains 51790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189648.000000 Penalty: 85816.687500
Iteration 359Q: 27 clusters Score -1.101896e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 51853 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44542 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7459 members 
Mstep: Class 8 contains 20932 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36430 members 
Mstep: Class 12 contains 6031 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49198 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51546 members 
Mstep: Class 19 contains 32740 members 
Mstep: Class 20 contains 48679 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 35415 members 
Mstep: Class 23 contains 28811 members 
Mstep: Class 24 contains 40532 members 
Mstep: Class 25 contains 44035 members 
Mstep: Class 26 contains 51794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189584.000000 Penalty: 85816.687500
Iteration 360F: 27 clusters Score -1.101896e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 51875 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44559 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7454 members 
Mstep: Class 8 contains 20942 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36418 members 
Mstep: Class 12 contains 6023 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49177 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51573 members 
Mstep: Class 19 contains 32736 members 
Mstep: Class 20 contains 48741 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 35390 members 
Mstep: Class 23 contains 28818 members 
Mstep: Class 24 contains 40673 members 
Mstep: Class 25 contains 43872 members 
Mstep: Class 26 contains 51761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189520.000000 Penalty: 85816.687500
Iteration 361Q: 27 clusters Score -1.101895e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 51893 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44574 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 20951 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36418 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49178 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51579 members 
Mstep: Class 19 contains 32733 members 
Mstep: Class 20 contains 48791 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 35367 members 
Mstep: Class 23 contains 28833 members 
Mstep: Class 24 contains 40777 members 
Mstep: Class 25 contains 43754 members 
Mstep: Class 26 contains 51721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189584.000000 Penalty: 85816.687500
Iteration 362Q: 27 clusters Score -1.101896e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 51910 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44573 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7440 members 
Mstep: Class 8 contains 20980 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36408 members 
Mstep: Class 12 contains 6006 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49178 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51598 members 
Mstep: Class 19 contains 32734 members 
Mstep: Class 20 contains 48861 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 35341 members 
Mstep: Class 23 contains 28856 members 
Mstep: Class 24 contains 40893 members 
Mstep: Class 25 contains 43633 members 
Mstep: Class 26 contains 51644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189488.000000 Penalty: 85816.687500
Iteration 363Q: 27 clusters Score -1.101895e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 51924 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44585 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7434 members 
Mstep: Class 8 contains 20998 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36397 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49150 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51601 members 
Mstep: Class 19 contains 32728 members 
Mstep: Class 20 contains 48981 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 35320 members 
Mstep: Class 23 contains 28872 members 
Mstep: Class 24 contains 41009 members 
Mstep: Class 25 contains 43520 members 
Mstep: Class 26 contains 51553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189360.000000 Penalty: 85816.687500
Iteration 364Q: 27 clusters Score -1.101894e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 51938 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44618 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7428 members 
Mstep: Class 8 contains 21022 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36375 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49145 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51606 members 
Mstep: Class 19 contains 32720 members 
Mstep: Class 20 contains 49103 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 35291 members 
Mstep: Class 23 contains 28894 members 
Mstep: Class 24 contains 41162 members 
Mstep: Class 25 contains 43395 members 
Mstep: Class 26 contains 51386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189432.000000 Penalty: 85816.687500
Iteration 365Q: 27 clusters Score -1.101894e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 51953 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44645 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7418 members 
Mstep: Class 8 contains 21058 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36352 members 
Mstep: Class 12 contains 5994 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49162 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51614 members 
Mstep: Class 19 contains 32709 members 
Mstep: Class 20 contains 49246 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 35256 members 
Mstep: Class 23 contains 28904 members 
Mstep: Class 24 contains 41369 members 
Mstep: Class 25 contains 43241 members 
Mstep: Class 26 contains 51182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189432.000000 Penalty: 85816.687500
Iteration 366Q: 27 clusters Score -1.101894e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 51949 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44675 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7414 members 
Mstep: Class 8 contains 21068 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36313 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49127 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2584 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51615 members 
Mstep: Class 19 contains 32703 members 
Mstep: Class 20 contains 49423 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 35223 members 
Mstep: Class 23 contains 28926 members 
Mstep: Class 24 contains 41546 members 
Mstep: Class 25 contains 43072 members 
Mstep: Class 26 contains 51048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189520.000000 Penalty: 85816.687500
Iteration 367Q: 27 clusters Score -1.101895e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 51957 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44733 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7406 members 
Mstep: Class 8 contains 21073 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36280 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49098 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2583 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51607 members 
Mstep: Class 19 contains 32689 members 
Mstep: Class 20 contains 49591 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 35192 members 
Mstep: Class 23 contains 28957 members 
Mstep: Class 24 contains 41764 members 
Mstep: Class 25 contains 42897 members 
Mstep: Class 26 contains 50865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189696.000000 Penalty: 85816.687500
Iteration 368Q: 27 clusters Score -1.101897e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 51999 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44744 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7394 members 
Mstep: Class 8 contains 21083 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36238 members 
Mstep: Class 12 contains 5977 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49106 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2582 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51612 members 
Mstep: Class 19 contains 32674 members 
Mstep: Class 20 contains 49759 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 35161 members 
Mstep: Class 23 contains 28990 members 
Mstep: Class 24 contains 41965 members 
Mstep: Class 25 contains 42707 members 
Mstep: Class 26 contains 50687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189504.000000 Penalty: 85816.687500
Iteration 369Q: 27 clusters Score -1.101895e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 52027 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44764 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7382 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36180 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49094 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51618 members 
Mstep: Class 19 contains 32667 members 
Mstep: Class 20 contains 49889 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35127 members 
Mstep: Class 23 contains 29020 members 
Mstep: Class 24 contains 42141 members 
Mstep: Class 25 contains 42504 members 
Mstep: Class 26 contains 50643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189680.000000 Penalty: 85816.687500
Iteration 370Q: 27 clusters Score -1.101897e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 52056 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44826 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7368 members 
Mstep: Class 8 contains 21064 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36104 members 
Mstep: Class 12 contains 5956 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49125 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51643 members 
Mstep: Class 19 contains 32655 members 
Mstep: Class 20 contains 49929 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 35101 members 
Mstep: Class 23 contains 29044 members 
Mstep: Class 24 contains 42326 members 
Mstep: Class 25 contains 42300 members 
Mstep: Class 26 contains 50608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189648.000000 Penalty: 85816.687500
Iteration 371Q: 27 clusters Score -1.101896e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 52069 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 44917 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7364 members 
Mstep: Class 8 contains 21075 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36008 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49132 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51658 members 
Mstep: Class 19 contains 32655 members 
Mstep: Class 20 contains 49958 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 35085 members 
Mstep: Class 23 contains 29079 members 
Mstep: Class 24 contains 42534 members 
Mstep: Class 25 contains 42097 members 
Mstep: Class 26 contains 50533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189424.000000 Penalty: 85816.687500
Iteration 372Q: 27 clusters Score -1.101894e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 52074 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45006 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7360 members 
Mstep: Class 8 contains 21098 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 35898 members 
Mstep: Class 12 contains 5939 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49138 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51680 members 
Mstep: Class 19 contains 32649 members 
Mstep: Class 20 contains 49965 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35073 members 
Mstep: Class 23 contains 29099 members 
Mstep: Class 24 contains 42762 members 
Mstep: Class 25 contains 41910 members 
Mstep: Class 26 contains 50461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189232.000000 Penalty: 85816.687500
Iteration 373Q: 27 clusters Score -1.101892e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 52097 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45091 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7351 members 
Mstep: Class 8 contains 21130 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 35761 members 
Mstep: Class 12 contains 5937 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49175 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51698 members 
Mstep: Class 19 contains 32643 members 
Mstep: Class 20 contains 49935 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 35064 members 
Mstep: Class 23 contains 29111 members 
Mstep: Class 24 contains 42958 members 
Mstep: Class 25 contains 41723 members 
Mstep: Class 26 contains 50430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189248.000000 Penalty: 85816.687500
Iteration 374Q: 27 clusters Score -1.101892e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 52122 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45165 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7341 members 
Mstep: Class 8 contains 21178 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 35607 members 
Mstep: Class 12 contains 5935 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49226 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51718 members 
Mstep: Class 19 contains 32639 members 
Mstep: Class 20 contains 49948 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 35050 members 
Mstep: Class 23 contains 29126 members 
Mstep: Class 24 contains 43150 members 
Mstep: Class 25 contains 41525 members 
Mstep: Class 26 contains 50375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189424.000000 Penalty: 85816.687500
Iteration 375Q: 27 clusters Score -1.101894e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 52159 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45212 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7330 members 
Mstep: Class 8 contains 21215 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 35451 members 
Mstep: Class 12 contains 5928 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49238 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51747 members 
Mstep: Class 19 contains 32635 members 
Mstep: Class 20 contains 49965 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 35030 members 
Mstep: Class 23 contains 29131 members 
Mstep: Class 24 contains 43338 members 
Mstep: Class 25 contains 41353 members 
Mstep: Class 26 contains 50365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189112.000000 Penalty: 85816.687500
Iteration 376Q: 27 clusters Score -1.101891e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 52194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45283 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7327 members 
Mstep: Class 8 contains 21261 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 35287 members 
Mstep: Class 12 contains 5919 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49290 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51767 members 
Mstep: Class 19 contains 32626 members 
Mstep: Class 20 contains 49984 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 35006 members 
Mstep: Class 23 contains 29129 members 
Mstep: Class 24 contains 43519 members 
Mstep: Class 25 contains 41185 members 
Mstep: Class 26 contains 50307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189296.000000 Penalty: 85816.687500
Iteration 377Q: 27 clusters Score -1.101893e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 52220 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45365 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7321 members 
Mstep: Class 8 contains 21308 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 5915 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49301 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51800 members 
Mstep: Class 19 contains 32618 members 
Mstep: Class 20 contains 50008 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 34985 members 
Mstep: Class 23 contains 29140 members 
Mstep: Class 24 contains 43645 members 
Mstep: Class 25 contains 41034 members 
Mstep: Class 26 contains 50292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189464.000000 Penalty: 85816.687500
Iteration 378Q: 27 clusters Score -1.101895e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 52260 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45465 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7312 members 
Mstep: Class 8 contains 21350 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 34924 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49317 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51823 members 
Mstep: Class 19 contains 32625 members 
Mstep: Class 20 contains 49994 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34958 members 
Mstep: Class 23 contains 29147 members 
Mstep: Class 24 contains 43759 members 
Mstep: Class 25 contains 40915 members 
Mstep: Class 26 contains 50306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189352.000000 Penalty: 85816.687500
Iteration 379Q: 27 clusters Score -1.101894e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 52309 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45584 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 21398 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 34679 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49353 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51838 members 
Mstep: Class 19 contains 32623 members 
Mstep: Class 20 contains 49978 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34952 members 
Mstep: Class 23 contains 29177 members 
Mstep: Class 24 contains 43807 members 
Mstep: Class 25 contains 40831 members 
Mstep: Class 26 contains 50325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189408.000000 Penalty: 85816.687500
Iteration 380F: 27 clusters Score -1.101894e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 52333 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45725 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 21454 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 34438 members 
Mstep: Class 12 contains 5908 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49361 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51847 members 
Mstep: Class 19 contains 32631 members 
Mstep: Class 20 contains 49974 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34938 members 
Mstep: Class 23 contains 29200 members 
Mstep: Class 24 contains 43880 members 
Mstep: Class 25 contains 40741 members 
Mstep: Class 26 contains 50329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189392.000000 Penalty: 85816.687500
Iteration 381Q: 27 clusters Score -1.101894e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 52383 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 45901 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 21503 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 34169 members 
Mstep: Class 12 contains 5903 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49333 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51876 members 
Mstep: Class 19 contains 32628 members 
Mstep: Class 20 contains 49951 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34923 members 
Mstep: Class 23 contains 29219 members 
Mstep: Class 24 contains 43936 members 
Mstep: Class 25 contains 40696 members 
Mstep: Class 26 contains 50360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189256.000000 Penalty: 85816.687500
Iteration 382Q: 27 clusters Score -1.101893e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 52398 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46084 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7283 members 
Mstep: Class 8 contains 21547 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 33922 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49332 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51897 members 
Mstep: Class 19 contains 32625 members 
Mstep: Class 20 contains 49926 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34916 members 
Mstep: Class 23 contains 29243 members 
Mstep: Class 24 contains 44028 members 
Mstep: Class 25 contains 40641 members 
Mstep: Class 26 contains 50380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189432.000000 Penalty: 85816.687500
Iteration 383Q: 27 clusters Score -1.101894e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 52399 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46233 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 21600 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 33689 members 
Mstep: Class 12 contains 5866 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49315 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51923 members 
Mstep: Class 19 contains 32623 members 
Mstep: Class 20 contains 49920 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34907 members 
Mstep: Class 23 contains 29263 members 
Mstep: Class 24 contains 44066 members 
Mstep: Class 25 contains 40618 members 
Mstep: Class 26 contains 50381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189584.000000 Penalty: 85816.687500
Iteration 384Q: 27 clusters Score -1.101896e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 52414 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46423 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7263 members 
Mstep: Class 8 contains 21645 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 33399 members 
Mstep: Class 12 contains 5853 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49260 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51949 members 
Mstep: Class 19 contains 32619 members 
Mstep: Class 20 contains 49920 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34904 members 
Mstep: Class 23 contains 29276 members 
Mstep: Class 24 contains 44095 members 
Mstep: Class 25 contains 40592 members 
Mstep: Class 26 contains 50405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189632.000000 Penalty: 85816.687500
Iteration 385Q: 27 clusters Score -1.101896e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 52435 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46659 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7255 members 
Mstep: Class 8 contains 21694 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 33064 members 
Mstep: Class 12 contains 5839 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49193 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51987 members 
Mstep: Class 19 contains 32613 members 
Mstep: Class 20 contains 49923 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34917 members 
Mstep: Class 23 contains 29289 members 
Mstep: Class 24 contains 44123 members 
Mstep: Class 25 contains 40549 members 
Mstep: Class 26 contains 50424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189544.000000 Penalty: 85816.687500
Iteration 386Q: 27 clusters Score -1.101895e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 52377 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 46921 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7259 members 
Mstep: Class 8 contains 21783 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 32698 members 
Mstep: Class 12 contains 5837 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49113 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52033 members 
Mstep: Class 19 contains 32607 members 
Mstep: Class 20 contains 49947 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 34925 members 
Mstep: Class 23 contains 29298 members 
Mstep: Class 24 contains 44159 members 
Mstep: Class 25 contains 40508 members 
Mstep: Class 26 contains 50429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189728.000000 Penalty: 85816.687500
Iteration 387Q: 27 clusters Score -1.101897e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 52415 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 47172 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7263 members 
Mstep: Class 8 contains 21849 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 32301 members 
Mstep: Class 12 contains 5821 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49061 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52079 members 
Mstep: Class 19 contains 32600 members 
Mstep: Class 20 contains 49953 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 34929 members 
Mstep: Class 23 contains 29311 members 
Mstep: Class 24 contains 44216 members 
Mstep: Class 25 contains 40470 members 
Mstep: Class 26 contains 50407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189744.000000 Penalty: 85816.687500
Iteration 388Q: 27 clusters Score -1.101897e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 52429 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 47458 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 21907 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 31860 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49036 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52125 members 
Mstep: Class 19 contains 32594 members 
Mstep: Class 20 contains 49963 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34923 members 
Mstep: Class 23 contains 29320 members 
Mstep: Class 24 contains 44291 members 
Mstep: Class 25 contains 40421 members 
Mstep: Class 26 contains 50383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189976.000000 Penalty: 85816.687500
Iteration 389Q: 27 clusters Score -1.1019e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 52443 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 47716 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7262 members 
Mstep: Class 8 contains 21969 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 31472 members 
Mstep: Class 12 contains 5790 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 49014 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52164 members 
Mstep: Class 19 contains 32582 members 
Mstep: Class 20 contains 49972 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 34913 members 
Mstep: Class 23 contains 29338 members 
Mstep: Class 24 contains 44361 members 
Mstep: Class 25 contains 40383 members 
Mstep: Class 26 contains 50349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190104.000000 Penalty: 85816.687500
Iteration 390Q: 27 clusters Score -1.101901e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 52478 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 47945 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7259 members 
Mstep: Class 8 contains 22007 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 31091 members 
Mstep: Class 12 contains 5770 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48997 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52201 members 
Mstep: Class 19 contains 32572 members 
Mstep: Class 20 contains 49974 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34912 members 
Mstep: Class 23 contains 29370 members 
Mstep: Class 24 contains 44406 members 
Mstep: Class 25 contains 40335 members 
Mstep: Class 26 contains 50346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190184.000000 Penalty: 85816.687500
Iteration 391Q: 27 clusters Score -1.101902e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 52507 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48160 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7256 members 
Mstep: Class 8 contains 22055 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 30742 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48951 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52235 members 
Mstep: Class 19 contains 32570 members 
Mstep: Class 20 contains 49953 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34931 members 
Mstep: Class 23 contains 29385 members 
Mstep: Class 24 contains 44468 members 
Mstep: Class 25 contains 40291 members 
Mstep: Class 26 contains 50352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190080.000000 Penalty: 85816.687500
Iteration 392Q: 27 clusters Score -1.101901e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 52536 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48342 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7254 members 
Mstep: Class 8 contains 22148 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 30410 members 
Mstep: Class 12 contains 5733 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48860 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52264 members 
Mstep: Class 19 contains 32570 members 
Mstep: Class 20 contains 49938 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34960 members 
Mstep: Class 23 contains 29396 members 
Mstep: Class 24 contains 44524 members 
Mstep: Class 25 contains 40246 members 
Mstep: Class 26 contains 50382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190272.000000 Penalty: 85816.687500
Iteration 393Q: 27 clusters Score -1.101903e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 52603 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48519 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7262 members 
Mstep: Class 8 contains 22233 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 30117 members 
Mstep: Class 12 contains 5724 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48747 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52310 members 
Mstep: Class 19 contains 32568 members 
Mstep: Class 20 contains 49912 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 34972 members 
Mstep: Class 23 contains 29407 members 
Mstep: Class 24 contains 44572 members 
Mstep: Class 25 contains 40207 members 
Mstep: Class 26 contains 50394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190544.000000 Penalty: 85816.687500
Iteration 394Q: 27 clusters Score -1.101905e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 52692 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48669 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7257 members 
Mstep: Class 8 contains 22317 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 29883 members 
Mstep: Class 12 contains 5715 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48655 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52352 members 
Mstep: Class 19 contains 32559 members 
Mstep: Class 20 contains 49856 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 34997 members 
Mstep: Class 23 contains 29418 members 
Mstep: Class 24 contains 44601 members 
Mstep: Class 25 contains 40185 members 
Mstep: Class 26 contains 50419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190880.000000 Penalty: 85816.687500
Iteration 395Q: 27 clusters Score -1.101909e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 52772 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48833 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7254 members 
Mstep: Class 8 contains 22374 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 29683 members 
Mstep: Class 12 contains 5711 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48522 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52407 members 
Mstep: Class 19 contains 32547 members 
Mstep: Class 20 contains 49833 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 35035 members 
Mstep: Class 23 contains 29417 members 
Mstep: Class 24 contains 44595 members 
Mstep: Class 25 contains 40190 members 
Mstep: Class 26 contains 50453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190736.000000 Penalty: 85816.687500
Iteration 396Q: 27 clusters Score -1.101907e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 52860 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48975 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7253 members 
Mstep: Class 8 contains 22441 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 29517 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48391 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52449 members 
Mstep: Class 19 contains 32539 members 
Mstep: Class 20 contains 49791 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 35076 members 
Mstep: Class 23 contains 29421 members 
Mstep: Class 24 contains 44588 members 
Mstep: Class 25 contains 40185 members 
Mstep: Class 26 contains 50474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190568.000000 Penalty: 85816.687500
Iteration 397Q: 27 clusters Score -1.101906e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 52966 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 49074 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7256 members 
Mstep: Class 8 contains 22511 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 29386 members 
Mstep: Class 12 contains 5675 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48262 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52492 members 
Mstep: Class 19 contains 32526 members 
Mstep: Class 20 contains 49759 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 35114 members 
Mstep: Class 23 contains 29420 members 
Mstep: Class 24 contains 44574 members 
Mstep: Class 25 contains 40191 members 
Mstep: Class 26 contains 50486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190432.000000 Penalty: 85816.687500
Iteration 398Q: 27 clusters Score -1.101904e+08 nChanged 2041
Entering ConstructFrom: 
Score: -110190432.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (44595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Entering Unmasked Estep 
Score: -8310731.500000 Penalty: 2654.933350
	Iteration 0F: 2 clusters Score -8310732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -8281207.500000 Penalty: 5309.866699
	Iteration 0F: 3 clusters Score -8281208 nChanged 20379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -8292392.000000 Penalty: 5309.866699
	Iteration 1F: 3 clusters Score -8292392 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -8292807.500000 Penalty: 5309.866699
	Iteration 2Q: 3 clusters Score -8292808 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -8293256.000000 Penalty: 5309.866699
	Iteration 3Q: 3 clusters Score -8293256 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -8293806.000000 Penalty: 5309.866699
	Iteration 4Q: 3 clusters Score -8293806 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -8294481.000000 Penalty: 5309.866699
	Iteration 5Q: 3 clusters Score -8294481 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -8295614.500000 Penalty: 5309.866699
	Iteration 6Q: 3 clusters Score -8295614 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -8297385.500000 Penalty: 5309.866699
	Iteration 7F: 3 clusters Score -8297386 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -8300026.000000 Penalty: 5309.866699
	Iteration 8F: 3 clusters Score -8300026 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -8302962.000000 Penalty: 5309.866699
	Iteration 9F: 3 clusters Score -8302962 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -8305390.000000 Penalty: 5309.866699
	Iteration 10F: 3 clusters Score -8305390 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8306987.500000 Penalty: 5309.866699
	Iteration 11Q: 3 clusters Score -8306988 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -8307693.500000 Penalty: 5309.866699
	Iteration 12Q: 3 clusters Score -8307694 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -8308051.000000 Penalty: 5309.866699
	Iteration 13Q: 3 clusters Score -8308051 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -8308222.000000 Penalty: 5309.866699
	Iteration 14Q: 3 clusters Score -8308222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -8308321.000000 Penalty: 5309.866699
	Iteration 15Q: 3 clusters Score -8308321 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -8308372.000000 Penalty: 5309.866699
	Iteration 16Q: 3 clusters Score -8308372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -8308401.000000 Penalty: 5309.866699
	Iteration 17Q: 3 clusters Score -8308401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8308423.000000 Penalty: 5309.866699
	Iteration 18Q: 3 clusters Score -8308423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -8308436.500000 Penalty: 5309.866699
	Iteration 19Q: 3 clusters Score -8308436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -8308449.000000 Penalty: 5309.866699
	Iteration 20F: 3 clusters Score -8308449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -8308471.500000 Penalty: 5309.866699
	Iteration 21Q: 3 clusters Score -8308472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -8308488.000000 Penalty: 5309.866699
	Iteration 22Q: 3 clusters Score -8308488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -8308490.500000 Penalty: 5309.866699
	Iteration 23Q: 3 clusters Score -8308490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -8308494.000000 Penalty: 5309.866699
	Iteration 24Q: 3 clusters Score -8308494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -8308496.000000 Penalty: 5309.866699
	Iteration 25Q: 3 clusters Score -8308496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -8308491.500000 Penalty: 5309.866699
	Iteration 26Q: 3 clusters Score -8308492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -8308491.500000 Penalty: 5309.866699
	Iteration 27F: 3 clusters Score -8308492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (53043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Entering Unmasked Estep 
Score: -9917188.000000 Penalty: 2697.957031
	Iteration 0F: 2 clusters Score -9917188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -9885502.000000 Penalty: 5395.914062
	Iteration 0F: 3 clusters Score -9885502 nChanged 24431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -9898878.000000 Penalty: 5395.914062
	Iteration 1F: 3 clusters Score -9898878 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -9899325.000000 Penalty: 5395.914062
	Iteration 2Q: 3 clusters Score -9899325 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -9899839.000000 Penalty: 5395.914062
	Iteration 3Q: 3 clusters Score -9899839 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -9900354.000000 Penalty: 5395.914062
	Iteration 4Q: 3 clusters Score -9900354 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -9901023.000000 Penalty: 5395.914062
	Iteration 5Q: 3 clusters Score -9901023 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11272 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11067 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10542 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10318 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9871 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9745 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9647 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9539 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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Entering Unmasked Estep 
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Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9056 members 
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Mstep: Class 1 contains 8917 members 
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Mstep: Class 1 contains 8797 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8598 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8252 members 
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Mstep: Class 1 contains 8115 members 
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Mstep: Class 1 contains 7961 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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Score: -9916183.000000 Penalty: 5395.914062
	Iteration 99Q: 3 clusters Score -9916183 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -9916169.000000 Penalty: 5395.914062
	Iteration 100F: 3 clusters Score -9916169 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -9916132.000000 Penalty: 5395.914062
	Iteration 101Q: 3 clusters Score -9916132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -9916111.000000 Penalty: 5395.914062
	Iteration 102Q: 3 clusters Score -9916111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -9916111.000000 Penalty: 5395.914062
	Iteration 103Q: 3 clusters Score -9916111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -9916086.000000 Penalty: 5395.914062
	Iteration 104Q: 3 clusters Score -9916086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -9916062.000000 Penalty: 5395.914062
	Iteration 105Q: 3 clusters Score -9916062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -9916031.000000 Penalty: 5395.914062
	Iteration 106Q: 3 clusters Score -9916031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -9916037.000000 Penalty: 5395.914062
	Iteration 107Q: 3 clusters Score -9916037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -9916004.000000 Penalty: 5395.914062
	Iteration 108Q: 3 clusters Score -9916004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -9915997.000000 Penalty: 5395.914062
	Iteration 109Q: 3 clusters Score -9915997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -9915980.000000 Penalty: 5395.914062
	Iteration 110Q: 3 clusters Score -9915980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -9915979.000000 Penalty: 5395.914062
	Iteration 111Q: 3 clusters Score -9915979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -9915975.000000 Penalty: 5395.914062
	Iteration 112Q: 3 clusters Score -9915975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -9915973.000000 Penalty: 5395.914062
	Iteration 113Q: 3 clusters Score -9915973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -9915964.000000 Penalty: 5395.914062
	Iteration 114Q: 3 clusters Score -9915964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -9915962.000000 Penalty: 5395.914062
	Iteration 115Q: 3 clusters Score -9915962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -9915959.000000 Penalty: 5395.914062
	Iteration 116Q: 3 clusters Score -9915959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -9915955.000000 Penalty: 5395.914062
	Iteration 117Q: 3 clusters Score -9915955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -9915961.000000 Penalty: 5395.914062
	Iteration 118Q: 3 clusters Score -9915961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -9915953.000000 Penalty: 5395.914062
	Iteration 119Q: 3 clusters Score -9915953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -9915938.000000 Penalty: 5395.914062
	Iteration 120F: 3 clusters Score -9915938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -9915946.000000 Penalty: 5395.914062
	Iteration 121Q: 3 clusters Score -9915946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -9915946.000000 Penalty: 5395.914062
	Iteration 122Q: 3 clusters Score -9915946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -9915936.000000 Penalty: 5395.914062
	Iteration 123Q: 3 clusters Score -9915936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -9915932.000000 Penalty: 5395.914062
	Iteration 124Q: 3 clusters Score -9915932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -9915916.000000 Penalty: 5395.914062
	Iteration 125Q: 3 clusters Score -9915916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -9915905.000000 Penalty: 5395.914062
	Iteration 126Q: 3 clusters Score -9915905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -9915892.000000 Penalty: 5395.914062
	Iteration 127Q: 3 clusters Score -9915892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -9915884.000000 Penalty: 5395.914062
	Iteration 128Q: 3 clusters Score -9915884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -9915887.000000 Penalty: 5395.914062
	Iteration 129Q: 3 clusters Score -9915887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -9915885.000000 Penalty: 5395.914062
	Iteration 130Q: 3 clusters Score -9915885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -9915886.000000 Penalty: 5395.914062
	Iteration 131Q: 3 clusters Score -9915886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -9915875.000000 Penalty: 5395.914062
	Iteration 132Q: 3 clusters Score -9915875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -9915873.000000 Penalty: 5395.914062
	Iteration 133Q: 3 clusters Score -9915873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -9915882.000000 Penalty: 5395.914062
	Iteration 134Q: 3 clusters Score -9915882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -9915878.000000 Penalty: 5395.914062
	Iteration 135Q: 3 clusters Score -9915878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -9915883.000000 Penalty: 5395.914062
	Iteration 136Q: 3 clusters Score -9915883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -9915884.000000 Penalty: 5395.914062
	Iteration 137Q: 3 clusters Score -9915884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -9915873.000000 Penalty: 5395.914062
	Iteration 138Q: 3 clusters Score -9915873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -9915877.000000 Penalty: 5395.914062
	Iteration 139Q: 3 clusters Score -9915877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -9915871.000000 Penalty: 5395.914062
	Iteration 140F: 3 clusters Score -9915871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -9915866.000000 Penalty: 5395.914062
	Iteration 141Q: 3 clusters Score -9915866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -9915864.000000 Penalty: 5395.914062
	Iteration 142Q: 3 clusters Score -9915864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -9915863.000000 Penalty: 5395.914062
	Iteration 143Q: 3 clusters Score -9915863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -9915855.000000 Penalty: 5395.914062
	Iteration 144Q: 3 clusters Score -9915855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -9915854.000000 Penalty: 5395.914062
	Iteration 145Q: 3 clusters Score -9915854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -9915858.000000 Penalty: 5395.914062
	Iteration 146Q: 3 clusters Score -9915858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -9915863.000000 Penalty: 5395.914062
	Iteration 147Q: 3 clusters Score -9915863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -9915867.000000 Penalty: 5395.914062
	Iteration 148Q: 3 clusters Score -9915867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -9915862.000000 Penalty: 5395.914062
	Iteration 149Q: 3 clusters Score -9915862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -9915854.000000 Penalty: 5395.914062
	Iteration 150Q: 3 clusters Score -9915854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -9915852.000000 Penalty: 5395.914062
	Iteration 151Q: 3 clusters Score -9915852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -9915851.000000 Penalty: 5395.914062
	Iteration 152Q: 3 clusters Score -9915851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -9915854.000000 Penalty: 5395.914062
	Iteration 153Q: 3 clusters Score -9915854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -9915849.000000 Penalty: 5395.914062
	Iteration 154Q: 3 clusters Score -9915849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -9915852.000000 Penalty: 5395.914062
	Iteration 155Q: 3 clusters Score -9915852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -9915842.000000 Penalty: 5395.914062
	Iteration 156Q: 3 clusters Score -9915842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -9915847.000000 Penalty: 5395.914062
	Iteration 157Q: 3 clusters Score -9915847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -9915838.000000 Penalty: 5395.914062
	Iteration 158Q: 3 clusters Score -9915838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -9915853.000000 Penalty: 5395.914062
	Iteration 159Q: 3 clusters Score -9915853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -9915824.000000 Penalty: 5395.914062
	Iteration 160F: 3 clusters Score -9915824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -9915826.000000 Penalty: 5395.914062
	Iteration 161Q: 3 clusters Score -9915826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -9915824.000000 Penalty: 5395.914062
	Iteration 162Q: 3 clusters Score -9915824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -9915815.000000 Penalty: 5395.914062
	Iteration 163Q: 3 clusters Score -9915815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -9915821.000000 Penalty: 5395.914062
	Iteration 164Q: 3 clusters Score -9915821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -9915816.000000 Penalty: 5395.914062
	Iteration 165Q: 3 clusters Score -9915816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -9915815.000000 Penalty: 5395.914062
	Iteration 166Q: 3 clusters Score -9915815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -9915813.000000 Penalty: 5395.914062
	Iteration 167Q: 3 clusters Score -9915813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -9915814.000000 Penalty: 5395.914062
	Iteration 168Q: 3 clusters Score -9915814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -9915819.000000 Penalty: 5395.914062
	Iteration 169Q: 3 clusters Score -9915819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -9915821.000000 Penalty: 5395.914062
	Iteration 170Q: 3 clusters Score -9915821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -9915816.000000 Penalty: 5395.914062
	Iteration 171Q: 3 clusters Score -9915816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -9915820.000000 Penalty: 5395.914062
	Iteration 172Q: 3 clusters Score -9915820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -9915821.000000 Penalty: 5395.914062
	Iteration 173Q: 3 clusters Score -9915821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -9915818.000000 Penalty: 5395.914062
	Iteration 174Q: 3 clusters Score -9915818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -9915828.000000 Penalty: 5395.914062
	Iteration 175Q: 3 clusters Score -9915828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -9915828.000000 Penalty: 5395.914062
	Iteration 176F: 3 clusters Score -9915828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -203237.234375 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -203237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -201187.140625 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -201187.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -201583.218750 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -201583.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -201699.843750 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -201699.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -201773.843750 Penalty: 3540.484131
	Iteration 3Q: 3 clusters Score -201773.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -201845.218750 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -201845.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -201914.984375 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -201915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -201975.281250 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -201975.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -202026.062500 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -202026.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -202069.484375 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -202069.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -202123.843750 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -202123.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -202201.078125 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -202201.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -202296.046875 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -202296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -202347.718750 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -202347.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -202395.000000 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -202395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -202435.468750 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -202435.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -202470.250000 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -202470.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -202488.562500 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -202488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -202498.328125 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -202498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -202501.687500 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -202501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -202504.562500 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -202504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -202511.281250 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -202511.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -202525.875000 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -202525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -202534.937500 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -202534.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -202542.750000 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -202542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -202554.046875 Penalty: 3540.484131
	Iteration 24Q: 3 clusters Score -202554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -202569.078125 Penalty: 3540.484131
	Iteration 25Q: 3 clusters Score -202569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -202581.406250 Penalty: 3540.484131
	Iteration 26Q: 3 clusters Score -202581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -202586.781250 Penalty: 3540.484131
	Iteration 27Q: 3 clusters Score -202586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -202590.984375 Penalty: 3540.484131
	Iteration 28Q: 3 clusters Score -202591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -202592.328125 Penalty: 3540.484131
	Iteration 29Q: 3 clusters Score -202592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -202593.984375 Penalty: 3540.484131
	Iteration 30Q: 3 clusters Score -202594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -202597.390625 Penalty: 3540.484131
	Iteration 31Q: 3 clusters Score -202597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -202597.390625 Penalty: 3540.484131
	Iteration 32F: 3 clusters Score -202597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -51528.132812 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -51528.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50237.816406 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -50237.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50384.792969 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -50384.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50448.859375 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -50448.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50453.464844 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -50453.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50460.003906 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -50460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50470.218750 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -50470.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50474.160156 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -50474.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50482.343750 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -50482.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50490.265625 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -50490.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50498.218750 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -50498.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50502.035156 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -50502.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50504.992188 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -50504.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50504.992188 Penalty: 2843.737305
	Iteration 12F: 3 clusters Score -50504.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Entering Unmasked Estep 
Score: -9161108.000000 Penalty: 2678.931641
	Iteration 0F: 2 clusters Score -9161108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -9129683.000000 Penalty: 5357.863281
	Iteration 0F: 3 clusters Score -9129683 nChanged 22684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -9142000.000000 Penalty: 5357.863281
	Iteration 1F: 3 clusters Score -9142000 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -9142433.000000 Penalty: 5357.863281
	Iteration 2Q: 3 clusters Score -9142433 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -9142827.000000 Penalty: 5357.863281
	Iteration 3Q: 3 clusters Score -9142827 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -9143168.000000 Penalty: 5357.863281
	Iteration 4Q: 3 clusters Score -9143168 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -9143544.000000 Penalty: 5357.863281
	Iteration 5Q: 3 clusters Score -9143544 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -9143978.000000 Penalty: 5357.863281
	Iteration 6Q: 3 clusters Score -9143978 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -9144567.000000 Penalty: 5357.863281
	Iteration 7Q: 3 clusters Score -9144567 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -9145451.000000 Penalty: 5357.863281
	Iteration 8Q: 3 clusters Score -9145451 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -9146708.000000 Penalty: 5357.863281
	Iteration 9Q: 3 clusters Score -9146708 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -9148511.000000 Penalty: 5357.863281
	Iteration 10F: 3 clusters Score -9148511 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -9150604.000000 Penalty: 5357.863281
	Iteration 11F: 3 clusters Score -9150604 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -9152667.000000 Penalty: 5357.863281
	Iteration 12F: 3 clusters Score -9152667 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -9154482.000000 Penalty: 5357.863281
	Iteration 13Q: 3 clusters Score -9154482 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -9155782.000000 Penalty: 5357.863281
	Iteration 14Q: 3 clusters Score -9155782 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -9156780.000000 Penalty: 5357.863281
	Iteration 15Q: 3 clusters Score -9156780 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9157587.000000 Penalty: 5357.863281
	Iteration 16Q: 3 clusters Score -9157587 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -9158074.000000 Penalty: 5357.863281
	Iteration 17Q: 3 clusters Score -9158074 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9158364.000000 Penalty: 5357.863281
	Iteration 18Q: 3 clusters Score -9158364 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9158536.000000 Penalty: 5357.863281
	Iteration 19Q: 3 clusters Score -9158536 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9158626.000000 Penalty: 5357.863281
	Iteration 20F: 3 clusters Score -9158626 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9158690.000000 Penalty: 5357.863281
	Iteration 21Q: 3 clusters Score -9158690 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9158765.000000 Penalty: 5357.863281
	Iteration 22Q: 3 clusters Score -9158765 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9158790.000000 Penalty: 5357.863281
	Iteration 23Q: 3 clusters Score -9158790 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9158835.000000 Penalty: 5357.863281
	Iteration 24Q: 3 clusters Score -9158835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9158834.000000 Penalty: 5357.863281
	Iteration 25Q: 3 clusters Score -9158834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9158867.000000 Penalty: 5357.863281
	Iteration 26Q: 3 clusters Score -9158867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9158865.000000 Penalty: 5357.863281
	Iteration 27Q: 3 clusters Score -9158865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9158893.000000 Penalty: 5357.863281
	Iteration 28Q: 3 clusters Score -9158893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9158920.000000 Penalty: 5357.863281
	Iteration 29Q: 3 clusters Score -9158920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9158929.000000 Penalty: 5357.863281
	Iteration 30Q: 3 clusters Score -9158929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9158931.000000 Penalty: 5357.863281
	Iteration 31Q: 3 clusters Score -9158931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9158940.000000 Penalty: 5357.863281
	Iteration 32Q: 3 clusters Score -9158940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9158935.000000 Penalty: 5357.863281
	Iteration 33Q: 3 clusters Score -9158935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9158943.000000 Penalty: 5357.863281
	Iteration 34Q: 3 clusters Score -9158943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9158940.000000 Penalty: 5357.863281
	Iteration 35Q: 3 clusters Score -9158940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9158947.000000 Penalty: 5357.863281
	Iteration 36Q: 3 clusters Score -9158947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9158947.000000 Penalty: 5357.863281
	Iteration 37Q: 3 clusters Score -9158947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9158944.000000 Penalty: 5357.863281
	Iteration 38Q: 3 clusters Score -9158944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9158941.000000 Penalty: 5357.863281
	Iteration 39Q: 3 clusters Score -9158941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9158941.000000 Penalty: 5357.863281
	Iteration 40F: 3 clusters Score -9158941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26795.060547 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -26795.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25582.121094 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -25582.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25854.509766 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -25854.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26061.351562 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -26061.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26098.355469 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -26098.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26114.728516 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -26114.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26130.152344 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -26130.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26131.181641 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -26131.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26131.181641 Penalty: 2885.287109
	Iteration 7F: 3 clusters Score -26131.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Entering Unmasked Estep 
Score: -1353364.875000 Penalty: 2204.651123
	Iteration 0F: 2 clusters Score -1353365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1347415.000000 Penalty: 4409.302246
	Iteration 0F: 3 clusters Score -1347415 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1348960.375000 Penalty: 4409.302246
	Iteration 1F: 3 clusters Score -1348960 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1349192.750000 Penalty: 4409.302246
	Iteration 2F: 3 clusters Score -1349193 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1349363.250000 Penalty: 4409.302246
	Iteration 3Q: 3 clusters Score -1349363 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1349498.875000 Penalty: 4409.302246
	Iteration 4Q: 3 clusters Score -1349499 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1349635.750000 Penalty: 4409.302246
	Iteration 5Q: 3 clusters Score -1349636 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1349758.250000 Penalty: 4409.302246
	Iteration 6Q: 3 clusters Score -1349758 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1349888.375000 Penalty: 4409.302246
	Iteration 7Q: 3 clusters Score -1349888 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1350055.750000 Penalty: 4409.302246
	Iteration 8Q: 3 clusters Score -1350056 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1350241.875000 Penalty: 4409.302246
	Iteration 9Q: 3 clusters Score -1350242 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1350443.875000 Penalty: 4409.302246
	Iteration 10Q: 3 clusters Score -1350444 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1350624.375000 Penalty: 4409.302246
	Iteration 11Q: 3 clusters Score -1350624 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1350803.875000 Penalty: 4409.302246
	Iteration 12Q: 3 clusters Score -1350804 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1350951.250000 Penalty: 4409.302246
	Iteration 13Q: 3 clusters Score -1350951 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1351062.375000 Penalty: 4409.302246
	Iteration 14Q: 3 clusters Score -1351062 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1351169.000000 Penalty: 4409.302246
	Iteration 15Q: 3 clusters Score -1351169 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1351251.625000 Penalty: 4409.302246
	Iteration 16Q: 3 clusters Score -1351252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1351302.875000 Penalty: 4409.302246
	Iteration 17Q: 3 clusters Score -1351303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1351342.250000 Penalty: 4409.302246
	Iteration 18Q: 3 clusters Score -1351342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1351375.875000 Penalty: 4409.302246
	Iteration 19Q: 3 clusters Score -1351376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1351399.375000 Penalty: 4409.302246
	Iteration 20F: 3 clusters Score -1351399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1351413.375000 Penalty: 4409.302246
	Iteration 21Q: 3 clusters Score -1351413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1351429.000000 Penalty: 4409.302246
	Iteration 22Q: 3 clusters Score -1351429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1351445.750000 Penalty: 4409.302246
	Iteration 23Q: 3 clusters Score -1351446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1351461.125000 Penalty: 4409.302246
	Iteration 24Q: 3 clusters Score -1351461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1351471.500000 Penalty: 4409.302246
	Iteration 25Q: 3 clusters Score -1351472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1351486.125000 Penalty: 4409.302246
	Iteration 26Q: 3 clusters Score -1351486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1351497.625000 Penalty: 4409.302246
	Iteration 27Q: 3 clusters Score -1351498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1351501.875000 Penalty: 4409.302246
	Iteration 28Q: 3 clusters Score -1351502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1351502.750000 Penalty: 4409.302246
	Iteration 29Q: 3 clusters Score -1351503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1351503.750000 Penalty: 4409.302246
	Iteration 30Q: 3 clusters Score -1351504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1351506.000000 Penalty: 4409.302246
	Iteration 31Q: 3 clusters Score -1351506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1351506.750000 Penalty: 4409.302246
	Iteration 32Q: 3 clusters Score -1351507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1351506.750000 Penalty: 4409.302246
	Iteration 33F: 3 clusters Score -1351507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Entering Unmasked Estep 
Score: -4248674.500000 Penalty: 2486.067383
	Iteration 0F: 2 clusters Score -4248674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -4232939.500000 Penalty: 4972.134766
	Iteration 0F: 3 clusters Score -4232940 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -4238294.500000 Penalty: 4972.134766
	Iteration 1F: 3 clusters Score -4238294 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4238703.000000 Penalty: 4972.134766
	Iteration 2F: 3 clusters Score -4238703 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -4238997.000000 Penalty: 4972.134766
	Iteration 3Q: 3 clusters Score -4238997 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -4239205.500000 Penalty: 4972.134766
	Iteration 4Q: 3 clusters Score -4239206 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4239401.000000 Penalty: 4972.134766
	Iteration 5Q: 3 clusters Score -4239401 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4239619.000000 Penalty: 4972.134766
	Iteration 6Q: 3 clusters Score -4239619 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -4239804.000000 Penalty: 4972.134766
	Iteration 7Q: 3 clusters Score -4239804 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -4239979.500000 Penalty: 4972.134766
	Iteration 8Q: 3 clusters Score -4239980 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -4240147.000000 Penalty: 4972.134766
	Iteration 9Q: 3 clusters Score -4240147 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4240398.500000 Penalty: 4972.134766
	Iteration 10Q: 3 clusters Score -4240398 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4240686.000000 Penalty: 4972.134766
	Iteration 11Q: 3 clusters Score -4240686 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -4241055.500000 Penalty: 4972.134766
	Iteration 12Q: 3 clusters Score -4241056 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4241610.000000 Penalty: 4972.134766
	Iteration 13Q: 3 clusters Score -4241610 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4242261.500000 Penalty: 4972.134766
	Iteration 14Q: 3 clusters Score -4242262 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4243057.000000 Penalty: 4972.134766
	Iteration 15Q: 3 clusters Score -4243057 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4243903.500000 Penalty: 4972.134766
	Iteration 16Q: 3 clusters Score -4243904 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4244765.500000 Penalty: 4972.134766
	Iteration 17Q: 3 clusters Score -4244766 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4245419.500000 Penalty: 4972.134766
	Iteration 18Q: 3 clusters Score -4245420 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -4245881.500000 Penalty: 4972.134766
	Iteration 19Q: 3 clusters Score -4245882 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -4246156.000000 Penalty: 4972.134766
	Iteration 20F: 3 clusters Score -4246156 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -4246304.000000 Penalty: 4972.134766
	Iteration 21Q: 3 clusters Score -4246304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4246368.000000 Penalty: 4972.134766
	Iteration 22Q: 3 clusters Score -4246368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4246403.000000 Penalty: 4972.134766
	Iteration 23Q: 3 clusters Score -4246403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4246426.500000 Penalty: 4972.134766
	Iteration 24Q: 3 clusters Score -4246426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -4246455.000000 Penalty: 4972.134766
	Iteration 25Q: 3 clusters Score -4246455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -4246488.500000 Penalty: 4972.134766
	Iteration 26Q: 3 clusters Score -4246488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4246496.500000 Penalty: 4972.134766
	Iteration 27Q: 3 clusters Score -4246496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4246498.500000 Penalty: 4972.134766
	Iteration 28Q: 3 clusters Score -4246498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4246496.500000 Penalty: 4972.134766
	Iteration 29Q: 3 clusters Score -4246496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4246496.500000 Penalty: 4972.134766
	Iteration 30F: 3 clusters Score -4246496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -56234.574219 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -56234.57 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 193 members 
Entering Unmasked Estep 
Score: -54986.468750 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -54986.47 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55295.683594 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -55295.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -55383.472656 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -55383.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55470.554688 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -55470.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55494.550781 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -55494.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55514.570312 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -55514.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55577.433594 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -55577.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55615.527344 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -55615.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55636.910156 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -55636.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55653.203125 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -55653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55660.097656 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -55660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55674.382812 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -55674.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55678.097656 Penalty: 2971.766357
	Iteration 12F: 3 clusters Score -55678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55701.308594 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -55701.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55728.113281 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -55728.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55735.593750 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -55735.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55752.664062 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -55752.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55780.375000 Penalty: 2971.766357
	Iteration 17Q: 3 clusters Score -55780.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55804.394531 Penalty: 2971.766357
	Iteration 18Q: 3 clusters Score -55804.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55810.343750 Penalty: 2971.766357
	Iteration 19F: 3 clusters Score -55810.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55821.992188 Penalty: 2971.766357
	Iteration 20F: 3 clusters Score -55821.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55841.734375 Penalty: 2971.766357
	Iteration 21Q: 3 clusters Score -55841.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55857.542969 Penalty: 2971.766357
	Iteration 22Q: 3 clusters Score -55857.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55860.312500 Penalty: 2971.766357
	Iteration 23Q: 3 clusters Score -55860.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55860.312500 Penalty: 2971.766357
	Iteration 24F: 3 clusters Score -55860.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -57477.996094 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -57478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56067.808594 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -56067.81 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56397.601562 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -56397.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56637.132812 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -56637.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56721.125000 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -56721.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56784.207031 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -56784.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56849.316406 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -56849.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56880.070312 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -56880.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56907.710938 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -56907.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56914.558594 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -56914.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56921.890625 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -56921.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56937.683594 Penalty: 3101.899170
	Iteration 10F: 3 clusters Score -56937.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56966.031250 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -56966.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57006.648438 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -57006.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57021.695312 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -57021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57021.695312 Penalty: 3101.899170
	Iteration 14F: 3 clusters Score -57021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Entering Unmasked Estep 
Score: -5451847.000000 Penalty: 2550.646484
	Iteration 0F: 2 clusters Score -5451847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -5431916.000000 Penalty: 5101.292969
	Iteration 0F: 3 clusters Score -5431916 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -5439151.000000 Penalty: 5101.292969
	Iteration 1F: 3 clusters Score -5439151 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -5439802.000000 Penalty: 5101.292969
	Iteration 2Q: 3 clusters Score -5439802 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -5440532.000000 Penalty: 5101.292969
	Iteration 3Q: 3 clusters Score -5440532 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5441474.000000 Penalty: 5101.292969
	Iteration 4F: 3 clusters Score -5441474 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -5442417.500000 Penalty: 5101.292969
	Iteration 5F: 3 clusters Score -5442418 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -5443435.500000 Penalty: 5101.292969
	Iteration 6F: 3 clusters Score -5443436 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -5444744.000000 Penalty: 5101.292969
	Iteration 7F: 3 clusters Score -5444744 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -5446150.500000 Penalty: 5101.292969
	Iteration 8F: 3 clusters Score -5446150 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -5447540.500000 Penalty: 5101.292969
	Iteration 9F: 3 clusters Score -5447540 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -5448494.500000 Penalty: 5101.292969
	Iteration 10Q: 3 clusters Score -5448494 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -5449031.000000 Penalty: 5101.292969
	Iteration 11Q: 3 clusters Score -5449031 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -5449331.000000 Penalty: 5101.292969
	Iteration 12Q: 3 clusters Score -5449331 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -5449577.000000 Penalty: 5101.292969
	Iteration 13Q: 3 clusters Score -5449577 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -5449707.500000 Penalty: 5101.292969
	Iteration 14Q: 3 clusters Score -5449708 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -5449792.000000 Penalty: 5101.292969
	Iteration 15Q: 3 clusters Score -5449792 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -5449846.500000 Penalty: 5101.292969
	Iteration 16Q: 3 clusters Score -5449846 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -5449889.000000 Penalty: 5101.292969
	Iteration 17Q: 3 clusters Score -5449889 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -5449952.500000 Penalty: 5101.292969
	Iteration 18Q: 3 clusters Score -5449952 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -5449972.500000 Penalty: 5101.292969
	Iteration 19Q: 3 clusters Score -5449972 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -5449997.000000 Penalty: 5101.292969
	Iteration 20F: 3 clusters Score -5449997 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -5450042.500000 Penalty: 5101.292969
	Iteration 21Q: 3 clusters Score -5450042 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -5450065.500000 Penalty: 5101.292969
	Iteration 22Q: 3 clusters Score -5450066 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -5450076.500000 Penalty: 5101.292969
	Iteration 23Q: 3 clusters Score -5450076 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -5450105.500000 Penalty: 5101.292969
	Iteration 24Q: 3 clusters Score -5450106 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -5450130.000000 Penalty: 5101.292969
	Iteration 25Q: 3 clusters Score -5450130 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -5450134.500000 Penalty: 5101.292969
	Iteration 26Q: 3 clusters Score -5450134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -5450174.500000 Penalty: 5101.292969
	Iteration 27Q: 3 clusters Score -5450174 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -5450193.500000 Penalty: 5101.292969
	Iteration 28Q: 3 clusters Score -5450194 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -5450213.000000 Penalty: 5101.292969
	Iteration 29Q: 3 clusters Score -5450213 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -5450234.000000 Penalty: 5101.292969
	Iteration 30Q: 3 clusters Score -5450234 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -5450244.500000 Penalty: 5101.292969
	Iteration 31Q: 3 clusters Score -5450244 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -5450255.500000 Penalty: 5101.292969
	Iteration 32Q: 3 clusters Score -5450256 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -5450290.500000 Penalty: 5101.292969
	Iteration 33Q: 3 clusters Score -5450290 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -5450319.000000 Penalty: 5101.292969
	Iteration 34Q: 3 clusters Score -5450319 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -5450339.500000 Penalty: 5101.292969
	Iteration 35Q: 3 clusters Score -5450340 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -5450363.500000 Penalty: 5101.292969
	Iteration 36Q: 3 clusters Score -5450364 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -5450408.500000 Penalty: 5101.292969
	Iteration 37Q: 3 clusters Score -5450408 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -5450448.500000 Penalty: 5101.292969
	Iteration 38Q: 3 clusters Score -5450448 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -5450470.000000 Penalty: 5101.292969
	Iteration 39Q: 3 clusters Score -5450470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5450480.500000 Penalty: 5101.292969
	Iteration 40F: 3 clusters Score -5450480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -5450500.000000 Penalty: 5101.292969
	Iteration 41Q: 3 clusters Score -5450500 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -5450531.000000 Penalty: 5101.292969
	Iteration 42Q: 3 clusters Score -5450531 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -5450556.500000 Penalty: 5101.292969
	Iteration 43Q: 3 clusters Score -5450556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -5450564.500000 Penalty: 5101.292969
	Iteration 44Q: 3 clusters Score -5450564 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -5450589.500000 Penalty: 5101.292969
	Iteration 45Q: 3 clusters Score -5450590 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -5450592.500000 Penalty: 5101.292969
	Iteration 46Q: 3 clusters Score -5450592 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -5450608.000000 Penalty: 5101.292969
	Iteration 47Q: 3 clusters Score -5450608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -5450630.000000 Penalty: 5101.292969
	Iteration 48Q: 3 clusters Score -5450630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5450631.000000 Penalty: 5101.292969
	Iteration 49Q: 3 clusters Score -5450631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -5450644.500000 Penalty: 5101.292969
	Iteration 50Q: 3 clusters Score -5450644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -5450653.000000 Penalty: 5101.292969
	Iteration 51Q: 3 clusters Score -5450653 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5450657.000000 Penalty: 5101.292969
	Iteration 52Q: 3 clusters Score -5450657 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5450668.500000 Penalty: 5101.292969
	Iteration 53Q: 3 clusters Score -5450668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5450689.000000 Penalty: 5101.292969
	Iteration 54Q: 3 clusters Score -5450689 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5450688.000000 Penalty: 5101.292969
	Iteration 55Q: 3 clusters Score -5450688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5450678.500000 Penalty: 5101.292969
	Iteration 56Q: 3 clusters Score -5450678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -5450697.500000 Penalty: 5101.292969
	Iteration 57Q: 3 clusters Score -5450698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5450698.500000 Penalty: 5101.292969
	Iteration 58Q: 3 clusters Score -5450698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5450701.500000 Penalty: 5101.292969
	Iteration 59Q: 3 clusters Score -5450702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -5450695.000000 Penalty: 5101.292969
	Iteration 60F: 3 clusters Score -5450695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -5450699.500000 Penalty: 5101.292969
	Iteration 61Q: 3 clusters Score -5450700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5450707.000000 Penalty: 5101.292969
	Iteration 62Q: 3 clusters Score -5450707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -5450711.000000 Penalty: 5101.292969
	Iteration 63Q: 3 clusters Score -5450711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -5450719.000000 Penalty: 5101.292969
	Iteration 64Q: 3 clusters Score -5450719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -5450718.500000 Penalty: 5101.292969
	Iteration 65Q: 3 clusters Score -5450718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5450713.000000 Penalty: 5101.292969
	Iteration 66Q: 3 clusters Score -5450713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5450714.500000 Penalty: 5101.292969
	Iteration 67Q: 3 clusters Score -5450714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -5450711.500000 Penalty: 5101.292969
	Iteration 68Q: 3 clusters Score -5450712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -5450713.500000 Penalty: 5101.292969
	Iteration 69Q: 3 clusters Score -5450714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -5450723.500000 Penalty: 5101.292969
	Iteration 70Q: 3 clusters Score -5450724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5450725.000000 Penalty: 5101.292969
	Iteration 71Q: 3 clusters Score -5450725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5450723.500000 Penalty: 5101.292969
	Iteration 72Q: 3 clusters Score -5450724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5450728.500000 Penalty: 5101.292969
	Iteration 73Q: 3 clusters Score -5450728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -5450716.500000 Penalty: 5101.292969
	Iteration 74Q: 3 clusters Score -5450716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5450721.000000 Penalty: 5101.292969
	Iteration 75Q: 3 clusters Score -5450721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -5450735.500000 Penalty: 5101.292969
	Iteration 76Q: 3 clusters Score -5450736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5450730.000000 Penalty: 5101.292969
	Iteration 77Q: 3 clusters Score -5450730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5450731.500000 Penalty: 5101.292969
	Iteration 78Q: 3 clusters Score -5450732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5450735.500000 Penalty: 5101.292969
	Iteration 79Q: 3 clusters Score -5450736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -5450731.500000 Penalty: 5101.292969
	Iteration 80F: 3 clusters Score -5450732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5450725.500000 Penalty: 5101.292969
	Iteration 81Q: 3 clusters Score -5450726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -5450730.000000 Penalty: 5101.292969
	Iteration 82Q: 3 clusters Score -5450730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5450735.500000 Penalty: 5101.292969
	Iteration 83Q: 3 clusters Score -5450736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5450737.500000 Penalty: 5101.292969
	Iteration 84Q: 3 clusters Score -5450738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -5450731.500000 Penalty: 5101.292969
	Iteration 85Q: 3 clusters Score -5450732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5450735.500000 Penalty: 5101.292969
	Iteration 86Q: 3 clusters Score -5450736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5450734.500000 Penalty: 5101.292969
	Iteration 87Q: 3 clusters Score -5450734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5450735.500000 Penalty: 5101.292969
	Iteration 88Q: 3 clusters Score -5450736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5450732.500000 Penalty: 5101.292969
	Iteration 89Q: 3 clusters Score -5450732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5450738.000000 Penalty: 5101.292969
	Iteration 90Q: 3 clusters Score -5450738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5450740.000000 Penalty: 5101.292969
	Iteration 91Q: 3 clusters Score -5450740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5450741.500000 Penalty: 5101.292969
	Iteration 92Q: 3 clusters Score -5450742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -5450741.000000 Penalty: 5101.292969
	Iteration 93Q: 3 clusters Score -5450741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -5450739.000000 Penalty: 5101.292969
	Iteration 94Q: 3 clusters Score -5450739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5450744.500000 Penalty: 5101.292969
	Iteration 95Q: 3 clusters Score -5450744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5450743.500000 Penalty: 5101.292969
	Iteration 96Q: 3 clusters Score -5450744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5450750.500000 Penalty: 5101.292969
	Iteration 97Q: 3 clusters Score -5450750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5450743.500000 Penalty: 5101.292969
	Iteration 98Q: 3 clusters Score -5450744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -5450745.000000 Penalty: 5101.292969
	Iteration 99Q: 3 clusters Score -5450745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5450743.500000 Penalty: 5101.292969
	Iteration 100F: 3 clusters Score -5450744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -5450745.000000 Penalty: 5101.292969
	Iteration 101Q: 3 clusters Score -5450745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5450749.000000 Penalty: 5101.292969
	Iteration 102Q: 3 clusters Score -5450749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5450741.500000 Penalty: 5101.292969
	Iteration 103Q: 3 clusters Score -5450742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5450741.500000 Penalty: 5101.292969
	Iteration 104Q: 3 clusters Score -5450742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5450740.000000 Penalty: 5101.292969
	Iteration 105Q: 3 clusters Score -5450740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5450747.000000 Penalty: 5101.292969
	Iteration 106Q: 3 clusters Score -5450747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5450753.000000 Penalty: 5101.292969
	Iteration 107Q: 3 clusters Score -5450753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5450749.500000 Penalty: 5101.292969
	Iteration 108Q: 3 clusters Score -5450750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5450744.500000 Penalty: 5101.292969
	Iteration 109Q: 3 clusters Score -5450744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5450740.000000 Penalty: 5101.292969
	Iteration 110Q: 3 clusters Score -5450740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5450743.000000 Penalty: 5101.292969
	Iteration 111Q: 3 clusters Score -5450743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5450744.000000 Penalty: 5101.292969
	Iteration 112Q: 3 clusters Score -5450744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -5450747.000000 Penalty: 5101.292969
	Iteration 113Q: 3 clusters Score -5450747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5450750.500000 Penalty: 5101.292969
	Iteration 114Q: 3 clusters Score -5450750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5450754.500000 Penalty: 5101.292969
	Iteration 115Q: 3 clusters Score -5450754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5450757.000000 Penalty: 5101.292969
	Iteration 116Q: 3 clusters Score -5450757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5450756.000000 Penalty: 5101.292969
	Iteration 117Q: 3 clusters Score -5450756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -5450753.000000 Penalty: 5101.292969
	Iteration 118Q: 3 clusters Score -5450753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -5450750.500000 Penalty: 5101.292969
	Iteration 119Q: 3 clusters Score -5450750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5450756.500000 Penalty: 5101.292969
	Iteration 120F: 3 clusters Score -5450756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Entering Unmasked Estep 
Score: -1058546.500000 Penalty: 2143.056152
	Iteration 0F: 2 clusters Score -1058546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1053568.125000 Penalty: 4286.112305
	Iteration 0F: 3 clusters Score -1053568 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1054733.125000 Penalty: 4286.112305
	Iteration 1F: 3 clusters Score -1054733 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1054934.375000 Penalty: 4286.112305
	Iteration 2F: 3 clusters Score -1054934 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1055064.000000 Penalty: 4286.112305
	Iteration 3Q: 3 clusters Score -1055064 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1055148.875000 Penalty: 4286.112305
	Iteration 4Q: 3 clusters Score -1055149 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1055199.875000 Penalty: 4286.112305
	Iteration 5Q: 3 clusters Score -1055200 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1055254.375000 Penalty: 4286.112305
	Iteration 6Q: 3 clusters Score -1055254 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1055288.875000 Penalty: 4286.112305
	Iteration 7Q: 3 clusters Score -1055289 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1055319.875000 Penalty: 4286.112305
	Iteration 8Q: 3 clusters Score -1055320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1055347.000000 Penalty: 4286.112305
	Iteration 9Q: 3 clusters Score -1055347 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1055374.000000 Penalty: 4286.112305
	Iteration 10Q: 3 clusters Score -1055374 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1055411.500000 Penalty: 4286.112305
	Iteration 11Q: 3 clusters Score -1055412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1055434.000000 Penalty: 4286.112305
	Iteration 12Q: 3 clusters Score -1055434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1055457.625000 Penalty: 4286.112305
	Iteration 13Q: 3 clusters Score -1055458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1055482.625000 Penalty: 4286.112305
	Iteration 14Q: 3 clusters Score -1055483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1055502.625000 Penalty: 4286.112305
	Iteration 15Q: 3 clusters Score -1055503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1055520.250000 Penalty: 4286.112305
	Iteration 16Q: 3 clusters Score -1055520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1055538.250000 Penalty: 4286.112305
	Iteration 17Q: 3 clusters Score -1055538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1055551.875000 Penalty: 4286.112305
	Iteration 18Q: 3 clusters Score -1055552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1055559.625000 Penalty: 4286.112305
	Iteration 19Q: 3 clusters Score -1055560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1055569.000000 Penalty: 4286.112305
	Iteration 20F: 3 clusters Score -1055569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1055578.250000 Penalty: 4286.112305
	Iteration 21Q: 3 clusters Score -1055578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1055586.625000 Penalty: 4286.112305
	Iteration 22Q: 3 clusters Score -1055587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1055593.875000 Penalty: 4286.112305
	Iteration 23Q: 3 clusters Score -1055594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1055598.500000 Penalty: 4286.112305
	Iteration 24Q: 3 clusters Score -1055598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1055606.500000 Penalty: 4286.112305
	Iteration 25Q: 3 clusters Score -1055606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1055614.875000 Penalty: 4286.112305
	Iteration 26Q: 3 clusters Score -1055615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1055625.625000 Penalty: 4286.112305
	Iteration 27Q: 3 clusters Score -1055626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1055632.250000 Penalty: 4286.112305
	Iteration 28Q: 3 clusters Score -1055632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1055638.000000 Penalty: 4286.112305
	Iteration 29Q: 3 clusters Score -1055638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1055650.625000 Penalty: 4286.112305
	Iteration 30Q: 3 clusters Score -1055651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1055665.375000 Penalty: 4286.112305
	Iteration 31Q: 3 clusters Score -1055665 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1055682.625000 Penalty: 4286.112305
	Iteration 32Q: 3 clusters Score -1055683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1055700.875000 Penalty: 4286.112305
	Iteration 33Q: 3 clusters Score -1055701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1055720.625000 Penalty: 4286.112305
	Iteration 34Q: 3 clusters Score -1055721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1055739.750000 Penalty: 4286.112305
	Iteration 35Q: 3 clusters Score -1055740 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1055759.875000 Penalty: 4286.112305
	Iteration 36Q: 3 clusters Score -1055760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1055778.375000 Penalty: 4286.112305
	Iteration 37Q: 3 clusters Score -1055778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1055806.375000 Penalty: 4286.112305
	Iteration 38Q: 3 clusters Score -1055806 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1055844.500000 Penalty: 4286.112305
	Iteration 39Q: 3 clusters Score -1055844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1055884.125000 Penalty: 4286.112305
	Iteration 40F: 3 clusters Score -1055884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1055919.000000 Penalty: 4286.112305
	Iteration 41Q: 3 clusters Score -1055919 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1055953.250000 Penalty: 4286.112305
	Iteration 42Q: 3 clusters Score -1055953 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1055992.750000 Penalty: 4286.112305
	Iteration 43Q: 3 clusters Score -1055993 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1056034.625000 Penalty: 4286.112305
	Iteration 44Q: 3 clusters Score -1056035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1056087.125000 Penalty: 4286.112305
	Iteration 45Q: 3 clusters Score -1056087 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1056145.125000 Penalty: 4286.112305
	Iteration 46Q: 3 clusters Score -1056145 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1056203.000000 Penalty: 4286.112305
	Iteration 47Q: 3 clusters Score -1056203 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1056256.250000 Penalty: 4286.112305
	Iteration 48Q: 3 clusters Score -1056256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1056311.375000 Penalty: 4286.112305
	Iteration 49Q: 3 clusters Score -1056311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1056352.000000 Penalty: 4286.112305
	Iteration 50Q: 3 clusters Score -1056352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1056383.000000 Penalty: 4286.112305
	Iteration 51Q: 3 clusters Score -1056383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1056405.500000 Penalty: 4286.112305
	Iteration 52Q: 3 clusters Score -1056406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1056427.250000 Penalty: 4286.112305
	Iteration 53Q: 3 clusters Score -1056427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1056454.750000 Penalty: 4286.112305
	Iteration 54Q: 3 clusters Score -1056455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1056475.625000 Penalty: 4286.112305
	Iteration 55Q: 3 clusters Score -1056476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1056495.250000 Penalty: 4286.112305
	Iteration 56Q: 3 clusters Score -1056495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1056509.750000 Penalty: 4286.112305
	Iteration 57Q: 3 clusters Score -1056510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1056521.500000 Penalty: 4286.112305
	Iteration 58Q: 3 clusters Score -1056522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1056535.875000 Penalty: 4286.112305
	Iteration 59Q: 3 clusters Score -1056536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1056550.750000 Penalty: 4286.112305
	Iteration 60F: 3 clusters Score -1056551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1056563.500000 Penalty: 4286.112305
	Iteration 61Q: 3 clusters Score -1056564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1056577.625000 Penalty: 4286.112305
	Iteration 62Q: 3 clusters Score -1056578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1056586.875000 Penalty: 4286.112305
	Iteration 63Q: 3 clusters Score -1056587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1056591.750000 Penalty: 4286.112305
	Iteration 64Q: 3 clusters Score -1056592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1056598.750000 Penalty: 4286.112305
	Iteration 65Q: 3 clusters Score -1056599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1056603.375000 Penalty: 4286.112305
	Iteration 66Q: 3 clusters Score -1056603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1056607.375000 Penalty: 4286.112305
	Iteration 67Q: 3 clusters Score -1056607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1056607.875000 Penalty: 4286.112305
	Iteration 68Q: 3 clusters Score -1056608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1056609.375000 Penalty: 4286.112305
	Iteration 69Q: 3 clusters Score -1056609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1056610.625000 Penalty: 4286.112305
	Iteration 70Q: 3 clusters Score -1056611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1056613.625000 Penalty: 4286.112305
	Iteration 71Q: 3 clusters Score -1056614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1056613.625000 Penalty: 4286.112305
	Iteration 72F: 3 clusters Score -1056614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -77985.750000 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -77985.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76550.335938 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -76550.34 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -76786.382812 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -76786.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -76860.968750 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -76860.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -76911.382812 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -76911.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -76933.851562 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -76933.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -76942.546875 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -76942.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -76947.148438 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -76947.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -76961.117188 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -76961.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -76961.117188 Penalty: 3049.640381
	Iteration 8F: 3 clusters Score -76961.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Entering Unmasked Estep 
Score: -9009299.000000 Penalty: 2673.872559
	Iteration 0F: 2 clusters Score -9009299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -8977978.000000 Penalty: 5347.745117
	Iteration 0F: 3 clusters Score -8977978 nChanged 22303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -8990130.000000 Penalty: 5347.745117
	Iteration 1F: 3 clusters Score -8990130 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -8990677.000000 Penalty: 5347.745117
	Iteration 2Q: 3 clusters Score -8990677 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -8991319.000000 Penalty: 5347.745117
	Iteration 3Q: 3 clusters Score -8991319 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -8992083.000000 Penalty: 5347.745117
	Iteration 4Q: 3 clusters Score -8992083 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -8993303.000000 Penalty: 5347.745117
	Iteration 5F: 3 clusters Score -8993303 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -8995375.000000 Penalty: 5347.745117
	Iteration 6F: 3 clusters Score -8995375 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -8998389.000000 Penalty: 5347.745117
	Iteration 7F: 3 clusters Score -8998389 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -9001899.000000 Penalty: 5347.745117
	Iteration 8F: 3 clusters Score -9001899 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9004933.000000 Penalty: 5347.745117
	Iteration 9F: 3 clusters Score -9004933 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9006276.000000 Penalty: 5347.745117
	Iteration 10Q: 3 clusters Score -9006276 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9006672.000000 Penalty: 5347.745117
	Iteration 11Q: 3 clusters Score -9006672 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9006844.000000 Penalty: 5347.745117
	Iteration 12Q: 3 clusters Score -9006844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9006918.000000 Penalty: 5347.745117
	Iteration 13Q: 3 clusters Score -9006918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9006958.000000 Penalty: 5347.745117
	Iteration 14Q: 3 clusters Score -9006958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9006967.000000 Penalty: 5347.745117
	Iteration 15Q: 3 clusters Score -9006967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9006986.000000 Penalty: 5347.745117
	Iteration 16Q: 3 clusters Score -9006986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9006982.000000 Penalty: 5347.745117
	Iteration 17Q: 3 clusters Score -9006982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9006992.000000 Penalty: 5347.745117
	Iteration 18Q: 3 clusters Score -9006992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9006995.000000 Penalty: 5347.745117
	Iteration 19Q: 3 clusters Score -9006995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9006995.000000 Penalty: 5347.745117
	Iteration 20F: 3 clusters Score -9006995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -98260.304688 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -98260.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96600.000000 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -96600 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97008.937500 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -97008.94 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97212.195312 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -97212.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -97376.054688 Penalty: 3266.056396
	Iteration 3F: 3 clusters Score -97376.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -97531.476562 Penalty: 3266.056396
	Iteration 4F: 3 clusters Score -97531.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97639.593750 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -97639.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97717.515625 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -97717.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97796.242188 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -97796.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97876.242188 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -97876.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -97996.742188 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -97996.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -98064.132812 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -98064.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98129.546875 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -98129.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -98296.976562 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -98296.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98411.234375 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -98411.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98435.265625 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -98435.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98442.875000 Penalty: 3266.056396
	Iteration 15Q: 3 clusters Score -98442.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98448.773438 Penalty: 3266.056396
	Iteration 16Q: 3 clusters Score -98448.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98452.914062 Penalty: 3266.056396
	Iteration 17Q: 3 clusters Score -98452.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98454.148438 Penalty: 3266.056396
	Iteration 18F: 3 clusters Score -98454.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98462.609375 Penalty: 3266.056396
	Iteration 19Q: 3 clusters Score -98462.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98475.804688 Penalty: 3266.056396
	Iteration 20F: 3 clusters Score -98475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98501.398438 Penalty: 3266.056396
	Iteration 21Q: 3 clusters Score -98501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98538.093750 Penalty: 3266.056396
	Iteration 22Q: 3 clusters Score -98538.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -98576.835938 Penalty: 3266.056396
	Iteration 23Q: 3 clusters Score -98576.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -98603.960938 Penalty: 3266.056396
	Iteration 24Q: 3 clusters Score -98603.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -98649.648438 Penalty: 3266.056396
	Iteration 25Q: 3 clusters Score -98649.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98661.765625 Penalty: 3266.056396
	Iteration 26Q: 3 clusters Score -98661.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98665.007812 Penalty: 3266.056396
	Iteration 27Q: 3 clusters Score -98665.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98672.703125 Penalty: 3266.056396
	Iteration 28Q: 3 clusters Score -98672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98674.687500 Penalty: 3266.056396
	Iteration 29Q: 3 clusters Score -98674.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98674.687500 Penalty: 3266.056396
	Iteration 30F: 3 clusters Score -98674.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 53043 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 49126 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7257 members 
Mstep: Class 8 contains 22572 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 29286 members 
Mstep: Class 12 contains 5661 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48134 members 
Mstep: Class 15 contains 412 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52532 members 
Mstep: Class 19 contains 32507 members 
Mstep: Class 20 contains 49762 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 35165 members 
Mstep: Class 23 contains 29426 members 
Mstep: Class 24 contains 44566 members 
Mstep: Class 25 contains 40188 members 
Mstep: Class 26 contains 50478 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
Score: -110188816.000000 Penalty: 89117.335938
Splitting cluster 15 changes total score from -110190432.000000 to -110188816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -448655.093750 Penalty: 1947.693970
	Iteration 0F: 2 clusters Score -448655.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -445640.000000 Penalty: 3895.387939
	Iteration 0F: 3 clusters Score -445640 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -446223.750000 Penalty: 3895.387939
	Iteration 1F: 3 clusters Score -446223.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -446368.687500 Penalty: 3895.387939
	Iteration 2F: 3 clusters Score -446368.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -446462.000000 Penalty: 3895.387939
	Iteration 3Q: 3 clusters Score -446462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -446536.031250 Penalty: 3895.387939
	Iteration 4Q: 3 clusters Score -446536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -446590.156250 Penalty: 3895.387939
	Iteration 5Q: 3 clusters Score -446590.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -446637.906250 Penalty: 3895.387939
	Iteration 6Q: 3 clusters Score -446637.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -446684.437500 Penalty: 3895.387939
	Iteration 7Q: 3 clusters Score -446684.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -446729.968750 Penalty: 3895.387939
	Iteration 8Q: 3 clusters Score -446730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -446781.906250 Penalty: 3895.387939
	Iteration 9Q: 3 clusters Score -446781.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -446824.500000 Penalty: 3895.387939
	Iteration 10Q: 3 clusters Score -446824.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -446868.093750 Penalty: 3895.387939
	Iteration 11Q: 3 clusters Score -446868.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -446924.125000 Penalty: 3895.387939
	Iteration 12Q: 3 clusters Score -446924.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -446990.656250 Penalty: 3895.387939
	Iteration 13Q: 3 clusters Score -446990.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -447052.406250 Penalty: 3895.387939
	Iteration 14Q: 3 clusters Score -447052.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -447092.875000 Penalty: 3895.387939
	Iteration 15Q: 3 clusters Score -447092.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -447125.125000 Penalty: 3895.387939
	Iteration 16Q: 3 clusters Score -447125.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -447140.031250 Penalty: 3895.387939
	Iteration 17Q: 3 clusters Score -447140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -447152.500000 Penalty: 3895.387939
	Iteration 18Q: 3 clusters Score -447152.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -447163.437500 Penalty: 3895.387939
	Iteration 19Q: 3 clusters Score -447163.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -447173.031250 Penalty: 3895.387939
	Iteration 20F: 3 clusters Score -447173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -447183.375000 Penalty: 3895.387939
	Iteration 21Q: 3 clusters Score -447183.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -447192.312500 Penalty: 3895.387939
	Iteration 22Q: 3 clusters Score -447192.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -447198.218750 Penalty: 3895.387939
	Iteration 23Q: 3 clusters Score -447198.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -447204.468750 Penalty: 3895.387939
	Iteration 24Q: 3 clusters Score -447204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -447209.187500 Penalty: 3895.387939
	Iteration 25Q: 3 clusters Score -447209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -447215.281250 Penalty: 3895.387939
	Iteration 26Q: 3 clusters Score -447215.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -447218.843750 Penalty: 3895.387939
	Iteration 27Q: 3 clusters Score -447218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -447225.406250 Penalty: 3895.387939
	Iteration 28Q: 3 clusters Score -447225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -447229.468750 Penalty: 3895.387939
	Iteration 29Q: 3 clusters Score -447229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -447233.375000 Penalty: 3895.387939
	Iteration 30Q: 3 clusters Score -447233.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -447236.843750 Penalty: 3895.387939
	Iteration 31Q: 3 clusters Score -447236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -447239.062500 Penalty: 3895.387939
	Iteration 32Q: 3 clusters Score -447239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -447241.375000 Penalty: 3895.387939
	Iteration 33Q: 3 clusters Score -447241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -447243.312500 Penalty: 3895.387939
	Iteration 34Q: 3 clusters Score -447243.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -447247.562500 Penalty: 3895.387939
	Iteration 35Q: 3 clusters Score -447247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -447249.562500 Penalty: 3895.387939
	Iteration 36Q: 3 clusters Score -447249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -447249.406250 Penalty: 3895.387939
	Iteration 37Q: 3 clusters Score -447249.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -447249.406250 Penalty: 3895.387939
	Iteration 38F: 3 clusters Score -447249.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -187785.281250 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -187785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -185844.140625 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -185844.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -186249.718750 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -186249.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -186349.171875 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -186349.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -186405.640625 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -186405.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -186444.093750 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -186444.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -186469.265625 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -186469.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -186483.718750 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -186483.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -186498.953125 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -186499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186514.406250 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -186514.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -186519.828125 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -186519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -186520.468750 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -186520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -186521.421875 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -186521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -186521.796875 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -186521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -186523.953125 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -186524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -186524.921875 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -186524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -186524.921875 Penalty: 3460.731689
	Iteration 15F: 3 clusters Score -186524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Entering Unmasked Estep 
Score: -9666803.000000 Penalty: 2695.556152
	Iteration 0F: 2 clusters Score -9666803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -9632867.000000 Penalty: 5391.112305
	Iteration 0F: 3 clusters Score -9632867 nChanged 24337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -9646538.000000 Penalty: 5391.112305
	Iteration 1F: 3 clusters Score -9646538 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -9647110.000000 Penalty: 5391.112305
	Iteration 2Q: 3 clusters Score -9647110 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -9647691.000000 Penalty: 5391.112305
	Iteration 3Q: 3 clusters Score -9647691 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -9648487.000000 Penalty: 5391.112305
	Iteration 4Q: 3 clusters Score -9648487 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -9649695.000000 Penalty: 5391.112305
	Iteration 5F: 3 clusters Score -9649695 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -9651616.000000 Penalty: 5391.112305
	Iteration 6F: 3 clusters Score -9651616 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -9654087.000000 Penalty: 5391.112305
	Iteration 7F: 3 clusters Score -9654087 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -9657195.000000 Penalty: 5391.112305
	Iteration 8F: 3 clusters Score -9657195 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -9660392.000000 Penalty: 5391.112305
	Iteration 9F: 3 clusters Score -9660392 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -9662635.000000 Penalty: 5391.112305
	Iteration 10Q: 3 clusters Score -9662635 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -9663597.000000 Penalty: 5391.112305
	Iteration 11Q: 3 clusters Score -9663597 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -9664087.000000 Penalty: 5391.112305
	Iteration 12Q: 3 clusters Score -9664087 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -9664426.000000 Penalty: 5391.112305
	Iteration 13Q: 3 clusters Score -9664426 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -9664631.000000 Penalty: 5391.112305
	Iteration 14Q: 3 clusters Score -9664631 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -9664766.000000 Penalty: 5391.112305
	Iteration 15Q: 3 clusters Score -9664766 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -9664854.000000 Penalty: 5391.112305
	Iteration 16Q: 3 clusters Score -9664854 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -9664875.000000 Penalty: 5391.112305
	Iteration 17Q: 3 clusters Score -9664875 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -9664936.000000 Penalty: 5391.112305
	Iteration 18Q: 3 clusters Score -9664936 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -9664973.000000 Penalty: 5391.112305
	Iteration 19Q: 3 clusters Score -9664973 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -9665009.000000 Penalty: 5391.112305
	Iteration 20F: 3 clusters Score -9665009 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -9665031.000000 Penalty: 5391.112305
	Iteration 21Q: 3 clusters Score -9665031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -9665048.000000 Penalty: 5391.112305
	Iteration 22Q: 3 clusters Score -9665048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -9665073.000000 Penalty: 5391.112305
	Iteration 23Q: 3 clusters Score -9665073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -9665102.000000 Penalty: 5391.112305
	Iteration 24Q: 3 clusters Score -9665102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -9665121.000000 Penalty: 5391.112305
	Iteration 25Q: 3 clusters Score -9665121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -9665141.000000 Penalty: 5391.112305
	Iteration 26Q: 3 clusters Score -9665141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -9665167.000000 Penalty: 5391.112305
	Iteration 27Q: 3 clusters Score -9665167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -9665155.000000 Penalty: 5391.112305
	Iteration 28Q: 3 clusters Score -9665155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -9665162.000000 Penalty: 5391.112305
	Iteration 29Q: 3 clusters Score -9665162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -9665158.000000 Penalty: 5391.112305
	Iteration 30Q: 3 clusters Score -9665158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -9665173.000000 Penalty: 5391.112305
	Iteration 31Q: 3 clusters Score -9665173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -9665166.000000 Penalty: 5391.112305
	Iteration 32Q: 3 clusters Score -9665166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -9665168.000000 Penalty: 5391.112305
	Iteration 33Q: 3 clusters Score -9665168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -9665178.000000 Penalty: 5391.112305
	Iteration 34Q: 3 clusters Score -9665178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -9665191.000000 Penalty: 5391.112305
	Iteration 35Q: 3 clusters Score -9665191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -9665200.000000 Penalty: 5391.112305
	Iteration 36Q: 3 clusters Score -9665200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -9665208.000000 Penalty: 5391.112305
	Iteration 37Q: 3 clusters Score -9665208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -9665215.000000 Penalty: 5391.112305
	Iteration 38Q: 3 clusters Score -9665215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -9665216.000000 Penalty: 5391.112305
	Iteration 39Q: 3 clusters Score -9665216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -9665213.000000 Penalty: 5391.112305
	Iteration 40F: 3 clusters Score -9665213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -9665225.000000 Penalty: 5391.112305
	Iteration 41Q: 3 clusters Score -9665225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -9665220.000000 Penalty: 5391.112305
	Iteration 42Q: 3 clusters Score -9665220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -9665218.000000 Penalty: 5391.112305
	Iteration 43Q: 3 clusters Score -9665218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -9665219.000000 Penalty: 5391.112305
	Iteration 44Q: 3 clusters Score -9665219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -9665210.000000 Penalty: 5391.112305
	Iteration 45Q: 3 clusters Score -9665210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -9665221.000000 Penalty: 5391.112305
	Iteration 46Q: 3 clusters Score -9665221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -9665220.000000 Penalty: 5391.112305
	Iteration 47Q: 3 clusters Score -9665220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -9665227.000000 Penalty: 5391.112305
	Iteration 48Q: 3 clusters Score -9665227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -9665220.000000 Penalty: 5391.112305
	Iteration 49Q: 3 clusters Score -9665220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -9665215.000000 Penalty: 5391.112305
	Iteration 50Q: 3 clusters Score -9665215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -9665213.000000 Penalty: 5391.112305
	Iteration 51Q: 3 clusters Score -9665213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -9665213.000000 Penalty: 5391.112305
	Iteration 52F: 3 clusters Score -9665213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Entering Unmasked Estep 
Score: -5866181.000000 Penalty: 2576.524170
	Iteration 0F: 2 clusters Score -5866181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -5843866.000000 Penalty: 5153.048340
	Iteration 0F: 3 clusters Score -5843866 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -5851924.000000 Penalty: 5153.048340
	Iteration 1F: 3 clusters Score -5851924 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -5852386.500000 Penalty: 5153.048340
	Iteration 2Q: 3 clusters Score -5852386 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -5852888.500000 Penalty: 5153.048340
	Iteration 3Q: 3 clusters Score -5852888 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -5853610.500000 Penalty: 5153.048340
	Iteration 4Q: 3 clusters Score -5853610 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -5854659.500000 Penalty: 5153.048340
	Iteration 5F: 3 clusters Score -5854660 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -5856159.000000 Penalty: 5153.048340
	Iteration 6F: 3 clusters Score -5856159 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -5858233.000000 Penalty: 5153.048340
	Iteration 7F: 3 clusters Score -5858233 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -5860472.500000 Penalty: 5153.048340
	Iteration 8F: 3 clusters Score -5860472 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -5862019.000000 Penalty: 5153.048340
	Iteration 9F: 3 clusters Score -5862019 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -5862924.000000 Penalty: 5153.048340
	Iteration 10Q: 3 clusters Score -5862924 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -5863448.500000 Penalty: 5153.048340
	Iteration 11Q: 3 clusters Score -5863448 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -5863669.000000 Penalty: 5153.048340
	Iteration 12Q: 3 clusters Score -5863669 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -5863772.500000 Penalty: 5153.048340
	Iteration 13Q: 3 clusters Score -5863772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -5863822.500000 Penalty: 5153.048340
	Iteration 14Q: 3 clusters Score -5863822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -5863847.500000 Penalty: 5153.048340
	Iteration 15Q: 3 clusters Score -5863848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -5863867.000000 Penalty: 5153.048340
	Iteration 16Q: 3 clusters Score -5863867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -5863871.500000 Penalty: 5153.048340
	Iteration 17Q: 3 clusters Score -5863872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -5863887.500000 Penalty: 5153.048340
	Iteration 18Q: 3 clusters Score -5863888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -5863891.000000 Penalty: 5153.048340
	Iteration 19Q: 3 clusters Score -5863891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -5863900.500000 Penalty: 5153.048340
	Iteration 20F: 3 clusters Score -5863900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -5863903.500000 Penalty: 5153.048340
	Iteration 21Q: 3 clusters Score -5863904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -5863901.500000 Penalty: 5153.048340
	Iteration 22Q: 3 clusters Score -5863902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -5863901.500000 Penalty: 5153.048340
	Iteration 23F: 3 clusters Score -5863902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Entering Unmasked Estep 
Score: -9303474.000000 Penalty: 2682.121826
	Iteration 0F: 2 clusters Score -9303474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -9271563.000000 Penalty: 5364.243652
	Iteration 0F: 3 clusters Score -9271563 nChanged 23081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -9284567.000000 Penalty: 5364.243652
	Iteration 1F: 3 clusters Score -9284567 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -9285222.000000 Penalty: 5364.243652
	Iteration 2Q: 3 clusters Score -9285222 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -9286011.000000 Penalty: 5364.243652
	Iteration 3Q: 3 clusters Score -9286011 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -9286924.000000 Penalty: 5364.243652
	Iteration 4Q: 3 clusters Score -9286924 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -9287924.000000 Penalty: 5364.243652
	Iteration 5Q: 3 clusters Score -9287924 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -9289071.000000 Penalty: 5364.243652
	Iteration 6F: 3 clusters Score -9289071 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -9290483.000000 Penalty: 5364.243652
	Iteration 7F: 3 clusters Score -9290483 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -9292084.000000 Penalty: 5364.243652
	Iteration 8F: 3 clusters Score -9292084 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -9293760.000000 Penalty: 5364.243652
	Iteration 9F: 3 clusters Score -9293760 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -9295375.000000 Penalty: 5364.243652
	Iteration 10F: 3 clusters Score -9295375 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -9296882.000000 Penalty: 5364.243652
	Iteration 11Q: 3 clusters Score -9296882 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -9298507.000000 Penalty: 5364.243652
	Iteration 12Q: 3 clusters Score -9298507 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -9299819.000000 Penalty: 5364.243652
	Iteration 13Q: 3 clusters Score -9299819 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9300526.000000 Penalty: 5364.243652
	Iteration 14Q: 3 clusters Score -9300526 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -9300812.000000 Penalty: 5364.243652
	Iteration 15Q: 3 clusters Score -9300812 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9301024.000000 Penalty: 5364.243652
	Iteration 16Q: 3 clusters Score -9301024 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9301108.000000 Penalty: 5364.243652
	Iteration 17Q: 3 clusters Score -9301108 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9301173.000000 Penalty: 5364.243652
	Iteration 18Q: 3 clusters Score -9301173 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9301214.000000 Penalty: 5364.243652
	Iteration 19Q: 3 clusters Score -9301214 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9301223.000000 Penalty: 5364.243652
	Iteration 20F: 3 clusters Score -9301223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9301254.000000 Penalty: 5364.243652
	Iteration 21Q: 3 clusters Score -9301254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9301279.000000 Penalty: 5364.243652
	Iteration 22Q: 3 clusters Score -9301279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9301314.000000 Penalty: 5364.243652
	Iteration 23Q: 3 clusters Score -9301314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9301326.000000 Penalty: 5364.243652
	Iteration 24Q: 3 clusters Score -9301326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9301335.000000 Penalty: 5364.243652
	Iteration 25Q: 3 clusters Score -9301335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9301353.000000 Penalty: 5364.243652
	Iteration 26Q: 3 clusters Score -9301353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9301348.000000 Penalty: 5364.243652
	Iteration 27Q: 3 clusters Score -9301348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9301350.000000 Penalty: 5364.243652
	Iteration 28Q: 3 clusters Score -9301350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9301341.000000 Penalty: 5364.243652
	Iteration 29Q: 3 clusters Score -9301341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9301350.000000 Penalty: 5364.243652
	Iteration 30Q: 3 clusters Score -9301350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9301356.000000 Penalty: 5364.243652
	Iteration 31Q: 3 clusters Score -9301356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9301364.000000 Penalty: 5364.243652
	Iteration 32Q: 3 clusters Score -9301364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9301362.000000 Penalty: 5364.243652
	Iteration 33Q: 3 clusters Score -9301362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9301365.000000 Penalty: 5364.243652
	Iteration 34Q: 3 clusters Score -9301365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9301361.000000 Penalty: 5364.243652
	Iteration 35Q: 3 clusters Score -9301361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9301357.000000 Penalty: 5364.243652
	Iteration 36Q: 3 clusters Score -9301357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9301363.000000 Penalty: 5364.243652
	Iteration 37Q: 3 clusters Score -9301363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9301368.000000 Penalty: 5364.243652
	Iteration 38Q: 3 clusters Score -9301368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9301368.000000 Penalty: 5364.243652
	Iteration 39F: 3 clusters Score -9301368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -110945.265625 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -110945.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -109309.531250 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -109309.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -109662.906250 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -109662.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109793.945312 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -109793.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -109865.453125 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -109865.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -109903.398438 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -109903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -109931.859375 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -109931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109947.601562 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -109947.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -109964.171875 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -109964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -109970.695312 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -109970.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -109974.195312 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -109974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -109975.156250 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -109975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -109975.156250 Penalty: 3207.207764
	Iteration 11F: 3 clusters Score -109975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Entering Unmasked Estep 
Score: -6492462.500000 Penalty: 2596.016113
	Iteration 0F: 2 clusters Score -6492462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -6468525.000000 Penalty: 5192.032227
	Iteration 0F: 3 clusters Score -6468525 nChanged 15882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -6476904.500000 Penalty: 5192.032227
	Iteration 1F: 3 clusters Score -6476904 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -6477223.500000 Penalty: 5192.032227
	Iteration 2Q: 3 clusters Score -6477224 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -6477545.500000 Penalty: 5192.032227
	Iteration 3Q: 3 clusters Score -6477546 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -6477811.000000 Penalty: 5192.032227
	Iteration 4Q: 3 clusters Score -6477811 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -6478046.500000 Penalty: 5192.032227
	Iteration 5Q: 3 clusters Score -6478046 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -6478270.500000 Penalty: 5192.032227
	Iteration 6Q: 3 clusters Score -6478270 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -6478504.500000 Penalty: 5192.032227
	Iteration 7Q: 3 clusters Score -6478504 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -6478804.500000 Penalty: 5192.032227
	Iteration 8Q: 3 clusters Score -6478804 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -6479167.500000 Penalty: 5192.032227
	Iteration 9Q: 3 clusters Score -6479168 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -6479724.500000 Penalty: 5192.032227
	Iteration 10Q: 3 clusters Score -6479724 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -6480705.500000 Penalty: 5192.032227
	Iteration 11Q: 3 clusters Score -6480706 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -6482211.500000 Penalty: 5192.032227
	Iteration 12F: 3 clusters Score -6482212 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -6484166.000000 Penalty: 5192.032227
	Iteration 13F: 3 clusters Score -6484166 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -6486328.500000 Penalty: 5192.032227
	Iteration 14F: 3 clusters Score -6486328 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6488146.500000 Penalty: 5192.032227
	Iteration 15F: 3 clusters Score -6488146 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6489283.000000 Penalty: 5192.032227
	Iteration 16Q: 3 clusters Score -6489283 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6489769.000000 Penalty: 5192.032227
	Iteration 17Q: 3 clusters Score -6489769 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6489956.000000 Penalty: 5192.032227
	Iteration 18Q: 3 clusters Score -6489956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6490045.000000 Penalty: 5192.032227
	Iteration 19Q: 3 clusters Score -6490045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6490115.000000 Penalty: 5192.032227
	Iteration 20F: 3 clusters Score -6490115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6490143.500000 Penalty: 5192.032227
	Iteration 21Q: 3 clusters Score -6490144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6490176.000000 Penalty: 5192.032227
	Iteration 22Q: 3 clusters Score -6490176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6490197.000000 Penalty: 5192.032227
	Iteration 23Q: 3 clusters Score -6490197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6490209.000000 Penalty: 5192.032227
	Iteration 24Q: 3 clusters Score -6490209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6490222.500000 Penalty: 5192.032227
	Iteration 25Q: 3 clusters Score -6490222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6490221.500000 Penalty: 5192.032227
	Iteration 26Q: 3 clusters Score -6490222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6490225.500000 Penalty: 5192.032227
	Iteration 27Q: 3 clusters Score -6490226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6490224.000000 Penalty: 5192.032227
	Iteration 28Q: 3 clusters Score -6490224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6490228.500000 Penalty: 5192.032227
	Iteration 29Q: 3 clusters Score -6490228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6490226.500000 Penalty: 5192.032227
	Iteration 30Q: 3 clusters Score -6490226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6490225.500000 Penalty: 5192.032227
	Iteration 31Q: 3 clusters Score -6490226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6490227.000000 Penalty: 5192.032227
	Iteration 32Q: 3 clusters Score -6490227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6490227.000000 Penalty: 5192.032227
	Iteration 33F: 3 clusters Score -6490227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Entering Unmasked Estep 
Score: -5459293.500000 Penalty: 2551.829102
	Iteration 0F: 2 clusters Score -5459294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -5439166.500000 Penalty: 5103.658203
	Iteration 0F: 3 clusters Score -5439166 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -5446816.500000 Penalty: 5103.658203
	Iteration 1F: 3 clusters Score -5446816 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -5448025.000000 Penalty: 5103.658203
	Iteration 2F: 3 clusters Score -5448025 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -5449735.000000 Penalty: 5103.658203
	Iteration 3F: 3 clusters Score -5449735 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -5451902.000000 Penalty: 5103.658203
	Iteration 4F: 3 clusters Score -5451902 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -5454381.000000 Penalty: 5103.658203
	Iteration 5F: 3 clusters Score -5454381 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -5456781.000000 Penalty: 5103.658203
	Iteration 6F: 3 clusters Score -5456781 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -5458202.500000 Penalty: 5103.658203
	Iteration 7F: 3 clusters Score -5458202 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -5458756.000000 Penalty: 5103.658203
	Iteration 8Q: 3 clusters Score -5458756 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -5458947.500000 Penalty: 5103.658203
	Iteration 9Q: 3 clusters Score -5458948 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5459030.500000 Penalty: 5103.658203
	Iteration 10Q: 3 clusters Score -5459030 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -5459072.000000 Penalty: 5103.658203
	Iteration 11Q: 3 clusters Score -5459072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -5459090.000000 Penalty: 5103.658203
	Iteration 12Q: 3 clusters Score -5459090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5459110.000000 Penalty: 5103.658203
	Iteration 13Q: 3 clusters Score -5459110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5459108.500000 Penalty: 5103.658203
	Iteration 14Q: 3 clusters Score -5459108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -5459131.500000 Penalty: 5103.658203
	Iteration 15Q: 3 clusters Score -5459132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -5459132.000000 Penalty: 5103.658203
	Iteration 16Q: 3 clusters Score -5459132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5459133.500000 Penalty: 5103.658203
	Iteration 17Q: 3 clusters Score -5459134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -5459142.000000 Penalty: 5103.658203
	Iteration 18Q: 3 clusters Score -5459142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -5459135.000000 Penalty: 5103.658203
	Iteration 19Q: 3 clusters Score -5459135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -5459133.000000 Penalty: 5103.658203
	Iteration 20F: 3 clusters Score -5459133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -5459132.000000 Penalty: 5103.658203
	Iteration 21Q: 3 clusters Score -5459132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -5459133.000000 Penalty: 5103.658203
	Iteration 22Q: 3 clusters Score -5459133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -5459134.500000 Penalty: 5103.658203
	Iteration 23Q: 3 clusters Score -5459134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -5459132.000000 Penalty: 5103.658203
	Iteration 24Q: 3 clusters Score -5459132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -5459133.000000 Penalty: 5103.658203
	Iteration 25Q: 3 clusters Score -5459133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -5459122.500000 Penalty: 5103.658203
	Iteration 26Q: 3 clusters Score -5459122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -5459130.500000 Penalty: 5103.658203
	Iteration 27Q: 3 clusters Score -5459130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -5459134.500000 Penalty: 5103.658203
	Iteration 28Q: 3 clusters Score -5459134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -5459134.000000 Penalty: 5103.658203
	Iteration 29Q: 3 clusters Score -5459134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -5459136.000000 Penalty: 5103.658203
	Iteration 30Q: 3 clusters Score -5459136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -5459130.500000 Penalty: 5103.658203
	Iteration 31Q: 3 clusters Score -5459130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -5459137.000000 Penalty: 5103.658203
	Iteration 32Q: 3 clusters Score -5459137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -5459132.000000 Penalty: 5103.658203
	Iteration 33Q: 3 clusters Score -5459132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5459133.000000 Penalty: 5103.658203
	Iteration 34Q: 3 clusters Score -5459133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -5459143.000000 Penalty: 5103.658203
	Iteration 35Q: 3 clusters Score -5459143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -5459139.000000 Penalty: 5103.658203
	Iteration 36Q: 3 clusters Score -5459139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -5459134.500000 Penalty: 5103.658203
	Iteration 37Q: 3 clusters Score -5459134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -5459131.000000 Penalty: 5103.658203
	Iteration 38Q: 3 clusters Score -5459131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5459132.500000 Penalty: 5103.658203
	Iteration 39Q: 3 clusters Score -5459132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5459133.000000 Penalty: 5103.658203
	Iteration 40F: 3 clusters Score -5459133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -5459133.000000 Penalty: 5103.658203
	Iteration 41Q: 3 clusters Score -5459133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -5459133.500000 Penalty: 5103.658203
	Iteration 42Q: 3 clusters Score -5459134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -5459133.500000 Penalty: 5103.658203
	Iteration 43F: 3 clusters Score -5459134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Entering Unmasked Estep 
Score: -8325015.500000 Penalty: 2654.772217
	Iteration 0F: 2 clusters Score -8325016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -8295159.500000 Penalty: 5309.544434
	Iteration 0F: 3 clusters Score -8295160 nChanged 20399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -8306714.000000 Penalty: 5309.544434
	Iteration 1F: 3 clusters Score -8306714 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -8307398.500000 Penalty: 5309.544434
	Iteration 2Q: 3 clusters Score -8307398 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -8308292.500000 Penalty: 5309.544434
	Iteration 3Q: 3 clusters Score -8308292 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -8309583.000000 Penalty: 5309.544434
	Iteration 4F: 3 clusters Score -8309583 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -8311433.000000 Penalty: 5309.544434
	Iteration 5F: 3 clusters Score -8311433 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -8313915.000000 Penalty: 5309.544434
	Iteration 6F: 3 clusters Score -8313915 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -8316698.500000 Penalty: 5309.544434
	Iteration 7F: 3 clusters Score -8316698 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -8319099.500000 Penalty: 5309.544434
	Iteration 8F: 3 clusters Score -8319100 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8320816.500000 Penalty: 5309.544434
	Iteration 9Q: 3 clusters Score -8320816 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8321734.000000 Penalty: 5309.544434
	Iteration 10Q: 3 clusters Score -8321734 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8322242.000000 Penalty: 5309.544434
	Iteration 11Q: 3 clusters Score -8322242 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8322413.000000 Penalty: 5309.544434
	Iteration 12Q: 3 clusters Score -8322413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8322517.500000 Penalty: 5309.544434
	Iteration 13Q: 3 clusters Score -8322518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8322565.000000 Penalty: 5309.544434
	Iteration 14Q: 3 clusters Score -8322565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8322600.000000 Penalty: 5309.544434
	Iteration 15Q: 3 clusters Score -8322600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8322624.000000 Penalty: 5309.544434
	Iteration 16Q: 3 clusters Score -8322624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8322618.500000 Penalty: 5309.544434
	Iteration 17Q: 3 clusters Score -8322618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8322634.500000 Penalty: 5309.544434
	Iteration 18Q: 3 clusters Score -8322634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8322644.500000 Penalty: 5309.544434
	Iteration 19Q: 3 clusters Score -8322644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8322656.000000 Penalty: 5309.544434
	Iteration 20F: 3 clusters Score -8322656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8322659.500000 Penalty: 5309.544434
	Iteration 21Q: 3 clusters Score -8322660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8322668.500000 Penalty: 5309.544434
	Iteration 22Q: 3 clusters Score -8322668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8322684.500000 Penalty: 5309.544434
	Iteration 23Q: 3 clusters Score -8322684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8322687.500000 Penalty: 5309.544434
	Iteration 24Q: 3 clusters Score -8322688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8322699.500000 Penalty: 5309.544434
	Iteration 25Q: 3 clusters Score -8322700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8322710.000000 Penalty: 5309.544434
	Iteration 26Q: 3 clusters Score -8322710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8322709.000000 Penalty: 5309.544434
	Iteration 27Q: 3 clusters Score -8322709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8322709.000000 Penalty: 5309.544434
	Iteration 28F: 3 clusters Score -8322709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Entering Unmasked Estep 
Score: -7493151.000000 Penalty: 2629.128418
	Iteration 0F: 2 clusters Score -7493151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -7466099.500000 Penalty: 5258.256836
	Iteration 0F: 3 clusters Score -7466100 nChanged 18391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -7476138.000000 Penalty: 5258.256836
	Iteration 1F: 3 clusters Score -7476138 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -7476627.500000 Penalty: 5258.256836
	Iteration 2Q: 3 clusters Score -7476628 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -7477261.000000 Penalty: 5258.256836
	Iteration 3Q: 3 clusters Score -7477261 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -7477932.000000 Penalty: 5258.256836
	Iteration 4Q: 3 clusters Score -7477932 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -7478880.500000 Penalty: 5258.256836
	Iteration 5Q: 3 clusters Score -7478880 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -7480267.500000 Penalty: 5258.256836
	Iteration 6F: 3 clusters Score -7480268 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -7482041.000000 Penalty: 5258.256836
	Iteration 7F: 3 clusters Score -7482041 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -7484203.000000 Penalty: 5258.256836
	Iteration 8F: 3 clusters Score -7484203 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -7486582.500000 Penalty: 5258.256836
	Iteration 9F: 3 clusters Score -7486582 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -7488307.500000 Penalty: 5258.256836
	Iteration 10Q: 3 clusters Score -7488308 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -7489433.500000 Penalty: 5258.256836
	Iteration 11Q: 3 clusters Score -7489434 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -7490104.500000 Penalty: 5258.256836
	Iteration 12Q: 3 clusters Score -7490104 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -7490422.500000 Penalty: 5258.256836
	Iteration 13Q: 3 clusters Score -7490422 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -7490582.000000 Penalty: 5258.256836
	Iteration 14Q: 3 clusters Score -7490582 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -7490670.500000 Penalty: 5258.256836
	Iteration 15Q: 3 clusters Score -7490670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -7490721.000000 Penalty: 5258.256836
	Iteration 16Q: 3 clusters Score -7490721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -7490730.000000 Penalty: 5258.256836
	Iteration 17Q: 3 clusters Score -7490730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -7490750.000000 Penalty: 5258.256836
	Iteration 18Q: 3 clusters Score -7490750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -7490761.000000 Penalty: 5258.256836
	Iteration 19Q: 3 clusters Score -7490761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -7490786.000000 Penalty: 5258.256836
	Iteration 20F: 3 clusters Score -7490786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -7490782.500000 Penalty: 5258.256836
	Iteration 21Q: 3 clusters Score -7490782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -7490786.500000 Penalty: 5258.256836
	Iteration 22Q: 3 clusters Score -7490786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -7490794.000000 Penalty: 5258.256836
	Iteration 23Q: 3 clusters Score -7490794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -7490799.500000 Penalty: 5258.256836
	Iteration 24Q: 3 clusters Score -7490800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -7490801.000000 Penalty: 5258.256836
	Iteration 25Q: 3 clusters Score -7490801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -7490809.000000 Penalty: 5258.256836
	Iteration 26Q: 3 clusters Score -7490809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -7490809.000000 Penalty: 5258.256836
	Iteration 27F: 3 clusters Score -7490809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Entering Unmasked Estep 
Score: -9439081.000000 Penalty: 2685.664795
	Iteration 0F: 2 clusters Score -9439081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -9406822.000000 Penalty: 5371.329590
	Iteration 0F: 3 clusters Score -9406822 nChanged 23272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -9419617.000000 Penalty: 5371.329590
	Iteration 1F: 3 clusters Score -9419617 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -9420126.000000 Penalty: 5371.329590
	Iteration 2Q: 3 clusters Score -9420126 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -9420663.000000 Penalty: 5371.329590
	Iteration 3Q: 3 clusters Score -9420663 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -9421087.000000 Penalty: 5371.329590
	Iteration 4Q: 3 clusters Score -9421087 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -9421457.000000 Penalty: 5371.329590
	Iteration 5Q: 3 clusters Score -9421457 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -9421979.000000 Penalty: 5371.329590
	Iteration 6Q: 3 clusters Score -9421979 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -9422607.000000 Penalty: 5371.329590
	Iteration 7Q: 3 clusters Score -9422607 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -9423509.000000 Penalty: 5371.329590
	Iteration 8Q: 3 clusters Score -9423509 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -9424733.000000 Penalty: 5371.329590
	Iteration 9Q: 3 clusters Score -9424733 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -9426502.000000 Penalty: 5371.329590
	Iteration 10F: 3 clusters Score -9426502 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -9428549.000000 Penalty: 5371.329590
	Iteration 11F: 3 clusters Score -9428549 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -9430456.000000 Penalty: 5371.329590
	Iteration 12F: 3 clusters Score -9430456 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -9431935.000000 Penalty: 5371.329590
	Iteration 13Q: 3 clusters Score -9431935 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -9432916.000000 Penalty: 5371.329590
	Iteration 14Q: 3 clusters Score -9432916 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -9433690.000000 Penalty: 5371.329590
	Iteration 15Q: 3 clusters Score -9433690 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -9434152.000000 Penalty: 5371.329590
	Iteration 16Q: 3 clusters Score -9434152 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -9434457.000000 Penalty: 5371.329590
	Iteration 17Q: 3 clusters Score -9434457 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -9434681.000000 Penalty: 5371.329590
	Iteration 18Q: 3 clusters Score -9434681 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -9434872.000000 Penalty: 5371.329590
	Iteration 19Q: 3 clusters Score -9434872 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -9435111.000000 Penalty: 5371.329590
	Iteration 20F: 3 clusters Score -9435111 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -9435291.000000 Penalty: 5371.329590
	Iteration 21Q: 3 clusters Score -9435291 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -9435554.000000 Penalty: 5371.329590
	Iteration 22Q: 3 clusters Score -9435554 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -9435690.000000 Penalty: 5371.329590
	Iteration 23Q: 3 clusters Score -9435690 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -9435840.000000 Penalty: 5371.329590
	Iteration 24Q: 3 clusters Score -9435840 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -9436011.000000 Penalty: 5371.329590
	Iteration 25Q: 3 clusters Score -9436011 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -9436226.000000 Penalty: 5371.329590
	Iteration 26Q: 3 clusters Score -9436226 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -9436407.000000 Penalty: 5371.329590
	Iteration 27Q: 3 clusters Score -9436407 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -9436544.000000 Penalty: 5371.329590
	Iteration 28Q: 3 clusters Score -9436544 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -9436610.000000 Penalty: 5371.329590
	Iteration 29Q: 3 clusters Score -9436610 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -9436632.000000 Penalty: 5371.329590
	Iteration 30Q: 3 clusters Score -9436632 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -9436619.000000 Penalty: 5371.329590
	Iteration 31Q: 3 clusters Score -9436619 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -9436724.000000 Penalty: 5371.329590
	Iteration 32Q: 3 clusters Score -9436724 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -9436765.000000 Penalty: 5371.329590
	Iteration 33Q: 3 clusters Score -9436765 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -9436771.000000 Penalty: 5371.329590
	Iteration 34Q: 3 clusters Score -9436771 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -9436755.000000 Penalty: 5371.329590
	Iteration 35Q: 3 clusters Score -9436755 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -9436765.000000 Penalty: 5371.329590
	Iteration 36Q: 3 clusters Score -9436765 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -9436743.000000 Penalty: 5371.329590
	Iteration 37Q: 3 clusters Score -9436743 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -9436775.000000 Penalty: 5371.329590
	Iteration 38Q: 3 clusters Score -9436775 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -9436790.000000 Penalty: 5371.329590
	Iteration 39Q: 3 clusters Score -9436790 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -9436955.000000 Penalty: 5371.329590
	Iteration 40F: 3 clusters Score -9436955 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -9437050.000000 Penalty: 5371.329590
	Iteration 41Q: 3 clusters Score -9437050 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -9437069.000000 Penalty: 5371.329590
	Iteration 42Q: 3 clusters Score -9437069 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -9437137.000000 Penalty: 5371.329590
	Iteration 43Q: 3 clusters Score -9437137 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -9437108.000000 Penalty: 5371.329590
	Iteration 44Q: 3 clusters Score -9437108 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -9437131.000000 Penalty: 5371.329590
	Iteration 45Q: 3 clusters Score -9437131 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -9437167.000000 Penalty: 5371.329590
	Iteration 46Q: 3 clusters Score -9437167 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -9437120.000000 Penalty: 5371.329590
	Iteration 47Q: 3 clusters Score -9437120 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -9437126.000000 Penalty: 5371.329590
	Iteration 48Q: 3 clusters Score -9437126 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -9437175.000000 Penalty: 5371.329590
	Iteration 49Q: 3 clusters Score -9437175 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -9437207.000000 Penalty: 5371.329590
	Iteration 50Q: 3 clusters Score -9437207 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -9437248.000000 Penalty: 5371.329590
	Iteration 51Q: 3 clusters Score -9437248 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -9437273.000000 Penalty: 5371.329590
	Iteration 52Q: 3 clusters Score -9437273 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -9437265.000000 Penalty: 5371.329590
	Iteration 53Q: 3 clusters Score -9437265 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -9437318.000000 Penalty: 5371.329590
	Iteration 54Q: 3 clusters Score -9437318 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -9437315.000000 Penalty: 5371.329590
	Iteration 55Q: 3 clusters Score -9437315 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -9437361.000000 Penalty: 5371.329590
	Iteration 56Q: 3 clusters Score -9437361 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -9437354.000000 Penalty: 5371.329590
	Iteration 57Q: 3 clusters Score -9437354 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -9437357.000000 Penalty: 5371.329590
	Iteration 58Q: 3 clusters Score -9437357 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -9437352.000000 Penalty: 5371.329590
	Iteration 59Q: 3 clusters Score -9437352 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -9437362.000000 Penalty: 5371.329590
	Iteration 60F: 3 clusters Score -9437362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -9437324.000000 Penalty: 5371.329590
	Iteration 61Q: 3 clusters Score -9437324 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -9437337.000000 Penalty: 5371.329590
	Iteration 62Q: 3 clusters Score -9437337 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -9437355.000000 Penalty: 5371.329590
	Iteration 63Q: 3 clusters Score -9437355 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -9437385.000000 Penalty: 5371.329590
	Iteration 64Q: 3 clusters Score -9437385 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -9437375.000000 Penalty: 5371.329590
	Iteration 65Q: 3 clusters Score -9437375 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -9437392.000000 Penalty: 5371.329590
	Iteration 66Q: 3 clusters Score -9437392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -9437385.000000 Penalty: 5371.329590
	Iteration 67Q: 3 clusters Score -9437385 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -9437397.000000 Penalty: 5371.329590
	Iteration 68Q: 3 clusters Score -9437397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -9437397.000000 Penalty: 5371.329590
	Iteration 69Q: 3 clusters Score -9437397 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -9437377.000000 Penalty: 5371.329590
	Iteration 70Q: 3 clusters Score -9437377 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -9437372.000000 Penalty: 5371.329590
	Iteration 71Q: 3 clusters Score -9437372 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -9437391.000000 Penalty: 5371.329590
	Iteration 72Q: 3 clusters Score -9437391 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -9437371.000000 Penalty: 5371.329590
	Iteration 73Q: 3 clusters Score -9437371 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -9437373.000000 Penalty: 5371.329590
	Iteration 74Q: 3 clusters Score -9437373 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -9437376.000000 Penalty: 5371.329590
	Iteration 75Q: 3 clusters Score -9437376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -9437335.000000 Penalty: 5371.329590
	Iteration 76Q: 3 clusters Score -9437335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -9437326.000000 Penalty: 5371.329590
	Iteration 77Q: 3 clusters Score -9437326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -9437336.000000 Penalty: 5371.329590
	Iteration 78Q: 3 clusters Score -9437336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -9437342.000000 Penalty: 5371.329590
	Iteration 79Q: 3 clusters Score -9437342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -9437336.000000 Penalty: 5371.329590
	Iteration 80F: 3 clusters Score -9437336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -9437330.000000 Penalty: 5371.329590
	Iteration 81Q: 3 clusters Score -9437330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -9437324.000000 Penalty: 5371.329590
	Iteration 82Q: 3 clusters Score -9437324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -9437333.000000 Penalty: 5371.329590
	Iteration 83Q: 3 clusters Score -9437333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -9437333.000000 Penalty: 5371.329590
	Iteration 84F: 3 clusters Score -9437333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 53043 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 49126 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7257 members 
Mstep: Class 8 contains 22572 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 29286 members 
Mstep: Class 12 contains 5661 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48134 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52532 members 
Mstep: Class 19 contains 32507 members 
Mstep: Class 20 contains 49762 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 35165 members 
Mstep: Class 23 contains 29426 members 
Mstep: Class 24 contains 44566 members 
Mstep: Class 25 contains 40188 members 
Mstep: Class 26 contains 50478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190208.000000 Penalty: 85816.687500
Iteration 399Q: 27 clusters Score -1.101902e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 53116 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 49185 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7261 members 
Mstep: Class 8 contains 22627 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 29167 members 
Mstep: Class 12 contains 5651 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48057 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52557 members 
Mstep: Class 19 contains 32495 members 
Mstep: Class 20 contains 49753 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 35201 members 
Mstep: Class 23 contains 29424 members 
Mstep: Class 24 contains 44565 members 
Mstep: Class 25 contains 40195 members 
Mstep: Class 26 contains 50471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190200.000000 Penalty: 85816.687500
Iteration 400F: 27 clusters Score -1.101902e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 53176 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 49220 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7267 members 
Mstep: Class 8 contains 22689 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 29035 members 
Mstep: Class 12 contains 5640 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 47996 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52588 members 
Mstep: Class 19 contains 32497 members 
Mstep: Class 20 contains 49767 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 35227 members 
Mstep: Class 23 contains 29420 members 
Mstep: Class 24 contains 44598 members 
Mstep: Class 25 contains 40182 members 
Mstep: Class 26 contains 50461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190272.000000 Penalty: 85816.687500
Iteration 401Q: 27 clusters Score -1.101903e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 53232 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 49154 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 22758 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 28932 members 
Mstep: Class 12 contains 5636 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 47994 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52619 members 
Mstep: Class 19 contains 32489 members 
Mstep: Class 20 contains 49758 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 35251 members 
Mstep: Class 23 contains 29423 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 40185 members 
Mstep: Class 26 contains 50450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190032.000000 Penalty: 85816.687500
Iteration 402Q: 27 clusters Score -1.1019e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 53336 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 49073 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7274 members 
Mstep: Class 8 contains 22821 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 28823 members 
Mstep: Class 12 contains 5630 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 47982 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52619 members 
Mstep: Class 19 contains 32479 members 
Mstep: Class 20 contains 49710 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 35295 members 
Mstep: Class 23 contains 29429 members 
Mstep: Class 24 contains 44635 members 
Mstep: Class 25 contains 40175 members 
Mstep: Class 26 contains 50457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190352.000000 Penalty: 85816.687500
Iteration 403Q: 27 clusters Score -1.101904e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 53396 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48994 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 8 contains 22930 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 28726 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 47960 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52625 members 
Mstep: Class 19 contains 32472 members 
Mstep: Class 20 contains 49699 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 35333 members 
Mstep: Class 23 contains 29433 members 
Mstep: Class 24 contains 44659 members 
Mstep: Class 25 contains 40171 members 
Mstep: Class 26 contains 50391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190320.000000 Penalty: 85816.687500
Iteration 404Q: 27 clusters Score -1.101903e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 53420 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48969 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7283 members 
Mstep: Class 8 contains 23019 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 28610 members 
Mstep: Class 12 contains 5626 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 47941 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52635 members 
Mstep: Class 19 contains 32465 members 
Mstep: Class 20 contains 49689 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 35384 members 
Mstep: Class 23 contains 29442 members 
Mstep: Class 24 contains 44670 members 
Mstep: Class 25 contains 40157 members 
Mstep: Class 26 contains 50298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190200.000000 Penalty: 85816.687500
Iteration 405Q: 27 clusters Score -1.101902e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 53460 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48866 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 23042 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 28519 members 
Mstep: Class 12 contains 5626 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 47958 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52653 members 
Mstep: Class 19 contains 32458 members 
Mstep: Class 20 contains 49686 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 35444 members 
Mstep: Class 23 contains 29446 members 
Mstep: Class 24 contains 44684 members 
Mstep: Class 25 contains 40150 members 
Mstep: Class 26 contains 50209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190416.000000 Penalty: 85816.687500
Iteration 406Q: 27 clusters Score -1.101904e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 53436 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48812 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7284 members 
Mstep: Class 8 contains 23087 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 28431 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 47984 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52671 members 
Mstep: Class 19 contains 32439 members 
Mstep: Class 20 contains 49671 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 35492 members 
Mstep: Class 23 contains 29449 members 
Mstep: Class 24 contains 44712 members 
Mstep: Class 25 contains 40135 members 
Mstep: Class 26 contains 50146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190496.000000 Penalty: 85816.687500
Iteration 407Q: 27 clusters Score -1.101905e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 53424 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48794 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 23116 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 28307 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48012 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52687 members 
Mstep: Class 19 contains 32427 members 
Mstep: Class 20 contains 49666 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 35536 members 
Mstep: Class 23 contains 29458 members 
Mstep: Class 24 contains 44732 members 
Mstep: Class 25 contains 40115 members 
Mstep: Class 26 contains 50102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190352.000000 Penalty: 85816.687500
Iteration 408Q: 27 clusters Score -1.101904e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 53317 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48746 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7281 members 
Mstep: Class 8 contains 23116 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 28214 members 
Mstep: Class 12 contains 5608 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48036 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52688 members 
Mstep: Class 19 contains 32422 members 
Mstep: Class 20 contains 49703 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 35600 members 
Mstep: Class 23 contains 29468 members 
Mstep: Class 24 contains 44767 members 
Mstep: Class 25 contains 40082 members 
Mstep: Class 26 contains 50082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190296.000000 Penalty: 85816.687500
Iteration 409Q: 27 clusters Score -1.101903e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 53250 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48706 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7284 members 
Mstep: Class 8 contains 23123 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 28102 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48049 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2573 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52721 members 
Mstep: Class 19 contains 32401 members 
Mstep: Class 20 contains 49735 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 35623 members 
Mstep: Class 23 contains 29469 members 
Mstep: Class 24 contains 44802 members 
Mstep: Class 25 contains 40064 members 
Mstep: Class 26 contains 50043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190520.000000 Penalty: 85816.687500
Iteration 410Q: 27 clusters Score -1.101905e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 53196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48646 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 23142 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27984 members 
Mstep: Class 12 contains 5591 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48105 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2573 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52715 members 
Mstep: Class 19 contains 32391 members 
Mstep: Class 20 contains 49743 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 35650 members 
Mstep: Class 23 contains 29492 members 
Mstep: Class 24 contains 44842 members 
Mstep: Class 25 contains 40032 members 
Mstep: Class 26 contains 50006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190408.000000 Penalty: 85816.687500
Iteration 411Q: 27 clusters Score -1.101904e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 53202 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48593 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 23147 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27855 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48178 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52712 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 49754 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 35662 members 
Mstep: Class 23 contains 29506 members 
Mstep: Class 24 contains 44894 members 
Mstep: Class 25 contains 40000 members 
Mstep: Class 26 contains 49941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190352.000000 Penalty: 85816.687500
Iteration 412Q: 27 clusters Score -1.101904e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 53178 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48553 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 23170 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27766 members 
Mstep: Class 12 contains 5582 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48212 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52720 members 
Mstep: Class 19 contains 32378 members 
Mstep: Class 20 contains 49779 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 35668 members 
Mstep: Class 23 contains 29527 members 
Mstep: Class 24 contains 44931 members 
Mstep: Class 25 contains 39966 members 
Mstep: Class 26 contains 49865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190608.000000 Penalty: 85816.687500
Iteration 413Q: 27 clusters Score -1.101906e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 53134 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48470 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 23195 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27696 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48212 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52743 members 
Mstep: Class 19 contains 32372 members 
Mstep: Class 20 contains 49854 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 35693 members 
Mstep: Class 23 contains 29549 members 
Mstep: Class 24 contains 44950 members 
Mstep: Class 25 contains 39916 members 
Mstep: Class 26 contains 49809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190360.000000 Penalty: 85816.687500
Iteration 414Q: 27 clusters Score -1.101904e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 53075 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48433 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7283 members 
Mstep: Class 8 contains 23224 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27623 members 
Mstep: Class 12 contains 5568 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48194 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52739 members 
Mstep: Class 19 contains 32362 members 
Mstep: Class 20 contains 49903 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 35746 members 
Mstep: Class 23 contains 29577 members 
Mstep: Class 24 contains 44965 members 
Mstep: Class 25 contains 39842 members 
Mstep: Class 26 contains 49809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190336.000000 Penalty: 85816.687500
Iteration 415Q: 27 clusters Score -1.101903e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 53060 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48411 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 23254 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 5562 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48178 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52739 members 
Mstep: Class 19 contains 32358 members 
Mstep: Class 20 contains 49984 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 35770 members 
Mstep: Class 23 contains 29613 members 
Mstep: Class 24 contains 45001 members 
Mstep: Class 25 contains 39763 members 
Mstep: Class 26 contains 49736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190408.000000 Penalty: 85816.687500
Iteration 416Q: 27 clusters Score -1.101904e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 53077 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48412 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7305 members 
Mstep: Class 8 contains 23284 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27491 members 
Mstep: Class 12 contains 5549 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48181 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52735 members 
Mstep: Class 19 contains 32354 members 
Mstep: Class 20 contains 50015 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 35793 members 
Mstep: Class 23 contains 29661 members 
Mstep: Class 24 contains 45050 members 
Mstep: Class 25 contains 39660 members 
Mstep: Class 26 contains 49666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190776.000000 Penalty: 85816.687500
Iteration 417Q: 27 clusters Score -1.101908e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 53033 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48413 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 23294 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27437 members 
Mstep: Class 12 contains 5544 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48181 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52743 members 
Mstep: Class 19 contains 32341 members 
Mstep: Class 20 contains 50056 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 35827 members 
Mstep: Class 23 contains 29700 members 
Mstep: Class 24 contains 45081 members 
Mstep: Class 25 contains 39587 members 
Mstep: Class 26 contains 49652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190832.000000 Penalty: 85816.687500
Iteration 418Q: 27 clusters Score -1.101908e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 52979 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48390 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7319 members 
Mstep: Class 8 contains 23326 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27381 members 
Mstep: Class 12 contains 5536 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48191 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52723 members 
Mstep: Class 19 contains 32324 members 
Mstep: Class 20 contains 50106 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 35890 members 
Mstep: Class 23 contains 29730 members 
Mstep: Class 24 contains 45127 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 49591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190776.000000 Penalty: 85816.687500
Iteration 419Q: 27 clusters Score -1.101908e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 52951 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48415 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7325 members 
Mstep: Class 8 contains 23346 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27296 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48188 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52695 members 
Mstep: Class 19 contains 32313 members 
Mstep: Class 20 contains 50103 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 35933 members 
Mstep: Class 23 contains 29762 members 
Mstep: Class 24 contains 45166 members 
Mstep: Class 25 contains 39454 members 
Mstep: Class 26 contains 49576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190744.000000 Penalty: 85816.687500
Iteration 420F: 27 clusters Score -1.101907e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 52957 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48409 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7337 members 
Mstep: Class 8 contains 23385 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27226 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48168 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52678 members 
Mstep: Class 19 contains 32306 members 
Mstep: Class 20 contains 50090 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 35964 members 
Mstep: Class 23 contains 29802 members 
Mstep: Class 24 contains 45199 members 
Mstep: Class 25 contains 39384 members 
Mstep: Class 26 contains 49557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190808.000000 Penalty: 85816.687500
Iteration 421Q: 27 clusters Score -1.101908e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 52958 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48410 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7348 members 
Mstep: Class 8 contains 23396 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27138 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48177 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52672 members 
Mstep: Class 19 contains 32293 members 
Mstep: Class 20 contains 50104 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 36008 members 
Mstep: Class 23 contains 29828 members 
Mstep: Class 24 contains 45218 members 
Mstep: Class 25 contains 39326 members 
Mstep: Class 26 contains 49558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190792.000000 Penalty: 85816.687500
Iteration 422Q: 27 clusters Score -1.101908e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 52964 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48377 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 23433 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 27051 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48201 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52655 members 
Mstep: Class 19 contains 32279 members 
Mstep: Class 20 contains 50133 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 36052 members 
Mstep: Class 23 contains 29857 members 
Mstep: Class 24 contains 45248 members 
Mstep: Class 25 contains 39250 members 
Mstep: Class 26 contains 49519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190800.000000 Penalty: 85816.687500
Iteration 423Q: 27 clusters Score -1.101908e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 52970 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48376 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7364 members 
Mstep: Class 8 contains 23444 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26970 members 
Mstep: Class 12 contains 5526 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48201 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52630 members 
Mstep: Class 19 contains 32266 members 
Mstep: Class 20 contains 50253 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 36090 members 
Mstep: Class 23 contains 29897 members 
Mstep: Class 24 contains 45270 members 
Mstep: Class 25 contains 39142 members 
Mstep: Class 26 contains 49480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190632.000000 Penalty: 85816.687500
Iteration 424Q: 27 clusters Score -1.101906e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 52967 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48345 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7367 members 
Mstep: Class 8 contains 23471 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26920 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48215 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52612 members 
Mstep: Class 19 contains 32254 members 
Mstep: Class 20 contains 50266 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 36146 members 
Mstep: Class 23 contains 29960 members 
Mstep: Class 24 contains 45277 members 
Mstep: Class 25 contains 39031 members 
Mstep: Class 26 contains 49505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190840.000000 Penalty: 85816.687500
Iteration 425Q: 27 clusters Score -1.101908e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 52929 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48299 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7377 members 
Mstep: Class 8 contains 23484 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26862 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48219 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52632 members 
Mstep: Class 19 contains 32248 members 
Mstep: Class 20 contains 50287 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 36188 members 
Mstep: Class 23 contains 30031 members 
Mstep: Class 24 contains 45285 members 
Mstep: Class 25 contains 38923 members 
Mstep: Class 26 contains 49530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190728.000000 Penalty: 85816.687500
Iteration 426Q: 27 clusters Score -1.101907e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 52877 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48265 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7389 members 
Mstep: Class 8 contains 23504 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26792 members 
Mstep: Class 12 contains 5498 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48234 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52640 members 
Mstep: Class 19 contains 32240 members 
Mstep: Class 20 contains 50280 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 36251 members 
Mstep: Class 23 contains 30103 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 38796 members 
Mstep: Class 26 contains 49591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190664.000000 Penalty: 85816.687500
Iteration 427Q: 27 clusters Score -1.101907e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 52869 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48241 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7394 members 
Mstep: Class 8 contains 23553 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26714 members 
Mstep: Class 12 contains 5495 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48247 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52644 members 
Mstep: Class 19 contains 32231 members 
Mstep: Class 20 contains 50288 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 36306 members 
Mstep: Class 23 contains 30182 members 
Mstep: Class 24 contains 45336 members 
Mstep: Class 25 contains 38670 members 
Mstep: Class 26 contains 49604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190624.000000 Penalty: 85816.687500
Iteration 428Q: 27 clusters Score -1.101906e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 52863 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48223 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7402 members 
Mstep: Class 8 contains 23566 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26659 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48277 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52630 members 
Mstep: Class 19 contains 32225 members 
Mstep: Class 20 contains 50349 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 36367 members 
Mstep: Class 23 contains 30282 members 
Mstep: Class 24 contains 45339 members 
Mstep: Class 25 contains 38501 members 
Mstep: Class 26 contains 49598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190688.000000 Penalty: 85816.687500
Iteration 429Q: 27 clusters Score -1.101907e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 52869 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48222 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7408 members 
Mstep: Class 8 contains 23557 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26583 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48291 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52640 members 
Mstep: Class 19 contains 32214 members 
Mstep: Class 20 contains 50451 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 36429 members 
Mstep: Class 23 contains 30382 members 
Mstep: Class 24 contains 45374 members 
Mstep: Class 25 contains 38308 members 
Mstep: Class 26 contains 49569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190512.000000 Penalty: 85816.687500
Iteration 430Q: 27 clusters Score -1.101905e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 52819 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48228 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7421 members 
Mstep: Class 8 contains 23589 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26545 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48284 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52662 members 
Mstep: Class 19 contains 32199 members 
Mstep: Class 20 contains 50522 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 36501 members 
Mstep: Class 23 contains 30518 members 
Mstep: Class 24 contains 45356 members 
Mstep: Class 25 contains 38094 members 
Mstep: Class 26 contains 49597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190464.000000 Penalty: 85816.687500
Iteration 431Q: 27 clusters Score -1.101905e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 52792 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48203 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7435 members 
Mstep: Class 8 contains 23601 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26508 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48287 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52673 members 
Mstep: Class 19 contains 32185 members 
Mstep: Class 20 contains 50574 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 30664 members 
Mstep: Class 24 contains 45283 members 
Mstep: Class 25 contains 37916 members 
Mstep: Class 26 contains 49644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190584.000000 Penalty: 85816.687500
Iteration 432Q: 27 clusters Score -1.101906e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 52759 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48179 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 23620 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26470 members 
Mstep: Class 12 contains 5464 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48293 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52694 members 
Mstep: Class 19 contains 32170 members 
Mstep: Class 20 contains 50576 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 36658 members 
Mstep: Class 23 contains 30807 members 
Mstep: Class 24 contains 45254 members 
Mstep: Class 25 contains 37762 members 
Mstep: Class 26 contains 49642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190352.000000 Penalty: 85816.687500
Iteration 433Q: 27 clusters Score -1.101904e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 52721 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48193 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7456 members 
Mstep: Class 8 contains 23649 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26410 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48285 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52685 members 
Mstep: Class 19 contains 32161 members 
Mstep: Class 20 contains 50552 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 36750 members 
Mstep: Class 23 contains 30970 members 
Mstep: Class 24 contains 45218 members 
Mstep: Class 25 contains 37595 members 
Mstep: Class 26 contains 49693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190352.000000 Penalty: 85816.687500
Iteration 434Q: 27 clusters Score -1.101904e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 52646 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48252 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7460 members 
Mstep: Class 8 contains 23676 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26352 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 48283 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52680 members 
Mstep: Class 19 contains 32144 members 
Mstep: Class 20 contains 50519 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 36866 members 
Mstep: Class 23 contains 31153 members 
Mstep: Class 24 contains 45129 members 
Mstep: Class 25 contains 37459 members 
Mstep: Class 26 contains 49741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190400.000000 Penalty: 85816.687500
Iteration 435Q: 27 clusters Score -1.101904e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 52581 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48293 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7463 members 
Mstep: Class 8 contains 23735 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26288 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48308 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52688 members 
Mstep: Class 19 contains 32136 members 
Mstep: Class 20 contains 50464 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 36975 members 
Mstep: Class 23 contains 31354 members 
Mstep: Class 24 contains 45078 members 
Mstep: Class 25 contains 37290 members 
Mstep: Class 26 contains 49766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190536.000000 Penalty: 85816.687500
Iteration 436Q: 27 clusters Score -1.101905e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 52534 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48361 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 23782 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26231 members 
Mstep: Class 12 contains 5431 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 48319 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52684 members 
Mstep: Class 19 contains 32129 members 
Mstep: Class 20 contains 50416 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 37072 members 
Mstep: Class 23 contains 31582 members 
Mstep: Class 24 contains 44984 members 
Mstep: Class 25 contains 37110 members 
Mstep: Class 26 contains 49828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190552.000000 Penalty: 85816.687500
Iteration 437Q: 27 clusters Score -1.101906e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 52440 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48408 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7483 members 
Mstep: Class 8 contains 23832 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26172 members 
Mstep: Class 12 contains 5423 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 48323 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52661 members 
Mstep: Class 19 contains 32127 members 
Mstep: Class 20 contains 50422 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 37157 members 
Mstep: Class 23 contains 31814 members 
Mstep: Class 24 contains 44916 members 
Mstep: Class 25 contains 36909 members 
Mstep: Class 26 contains 49899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190560.000000 Penalty: 85816.687500
Iteration 438Q: 27 clusters Score -1.101906e+08 nChanged 1540
Entering ConstructFrom: 
Score: -110190560.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (46234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Entering Unmasked Estep 
Score: -8617413.000000 Penalty: 2663.884766
	Iteration 0F: 2 clusters Score -8617413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -8586917.000000 Penalty: 5327.769531
	Iteration 0F: 3 clusters Score -8586917 nChanged 21215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8598603.000000 Penalty: 5327.769531
	Iteration 1F: 3 clusters Score -8598603 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -8599117.000000 Penalty: 5327.769531
	Iteration 2Q: 3 clusters Score -8599117 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -8599699.000000 Penalty: 5327.769531
	Iteration 3Q: 3 clusters Score -8599699 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -8600299.000000 Penalty: 5327.769531
	Iteration 4Q: 3 clusters Score -8600299 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -8601145.000000 Penalty: 5327.769531
	Iteration 5Q: 3 clusters Score -8601145 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -8602342.000000 Penalty: 5327.769531
	Iteration 6Q: 3 clusters Score -8602342 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -8603965.000000 Penalty: 5327.769531
	Iteration 7F: 3 clusters Score -8603965 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -8605830.000000 Penalty: 5327.769531
	Iteration 8F: 3 clusters Score -8605830 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -8607726.000000 Penalty: 5327.769531
	Iteration 9F: 3 clusters Score -8607726 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -8609569.000000 Penalty: 5327.769531
	Iteration 10F: 3 clusters Score -8609569 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -8611017.000000 Penalty: 5327.769531
	Iteration 11Q: 3 clusters Score -8611017 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -8611896.000000 Penalty: 5327.769531
	Iteration 12Q: 3 clusters Score -8611896 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -8612510.000000 Penalty: 5327.769531
	Iteration 13Q: 3 clusters Score -8612510 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -8612981.000000 Penalty: 5327.769531
	Iteration 14Q: 3 clusters Score -8612981 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -8613328.000000 Penalty: 5327.769531
	Iteration 15Q: 3 clusters Score -8613328 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -8613641.000000 Penalty: 5327.769531
	Iteration 16Q: 3 clusters Score -8613641 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -8613901.000000 Penalty: 5327.769531
	Iteration 17Q: 3 clusters Score -8613901 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8614060.000000 Penalty: 5327.769531
	Iteration 18Q: 3 clusters Score -8614060 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8614243.000000 Penalty: 5327.769531
	Iteration 19Q: 3 clusters Score -8614243 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8614386.000000 Penalty: 5327.769531
	Iteration 20F: 3 clusters Score -8614386 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8614542.000000 Penalty: 5327.769531
	Iteration 21Q: 3 clusters Score -8614542 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8614636.000000 Penalty: 5327.769531
	Iteration 22Q: 3 clusters Score -8614636 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8614707.000000 Penalty: 5327.769531
	Iteration 23Q: 3 clusters Score -8614707 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8614761.000000 Penalty: 5327.769531
	Iteration 24Q: 3 clusters Score -8614761 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8614802.000000 Penalty: 5327.769531
	Iteration 25Q: 3 clusters Score -8614802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8614842.000000 Penalty: 5327.769531
	Iteration 26Q: 3 clusters Score -8614842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8614880.000000 Penalty: 5327.769531
	Iteration 27Q: 3 clusters Score -8614880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8614917.000000 Penalty: 5327.769531
	Iteration 28Q: 3 clusters Score -8614917 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8614937.000000 Penalty: 5327.769531
	Iteration 29Q: 3 clusters Score -8614937 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8614983.000000 Penalty: 5327.769531
	Iteration 30Q: 3 clusters Score -8614983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8615009.000000 Penalty: 5327.769531
	Iteration 31Q: 3 clusters Score -8615009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8615029.000000 Penalty: 5327.769531
	Iteration 32Q: 3 clusters Score -8615029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8615060.000000 Penalty: 5327.769531
	Iteration 33Q: 3 clusters Score -8615060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8615093.000000 Penalty: 5327.769531
	Iteration 34Q: 3 clusters Score -8615093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8615096.000000 Penalty: 5327.769531
	Iteration 35Q: 3 clusters Score -8615096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8615102.000000 Penalty: 5327.769531
	Iteration 36Q: 3 clusters Score -8615102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8615112.000000 Penalty: 5327.769531
	Iteration 37Q: 3 clusters Score -8615112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8615130.000000 Penalty: 5327.769531
	Iteration 38Q: 3 clusters Score -8615130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8615140.000000 Penalty: 5327.769531
	Iteration 39Q: 3 clusters Score -8615140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8615153.000000 Penalty: 5327.769531
	Iteration 40F: 3 clusters Score -8615153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8615150.000000 Penalty: 5327.769531
	Iteration 41Q: 3 clusters Score -8615150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8615158.000000 Penalty: 5327.769531
	Iteration 42Q: 3 clusters Score -8615158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8615167.000000 Penalty: 5327.769531
	Iteration 43Q: 3 clusters Score -8615167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8615165.000000 Penalty: 5327.769531
	Iteration 44Q: 3 clusters Score -8615165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8615176.000000 Penalty: 5327.769531
	Iteration 45Q: 3 clusters Score -8615176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8615176.000000 Penalty: 5327.769531
	Iteration 46Q: 3 clusters Score -8615176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8615181.000000 Penalty: 5327.769531
	Iteration 47Q: 3 clusters Score -8615181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8615182.000000 Penalty: 5327.769531
	Iteration 48Q: 3 clusters Score -8615182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8615181.000000 Penalty: 5327.769531
	Iteration 49Q: 3 clusters Score -8615181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8615191.000000 Penalty: 5327.769531
	Iteration 50Q: 3 clusters Score -8615191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8615199.000000 Penalty: 5327.769531
	Iteration 51Q: 3 clusters Score -8615199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8615196.000000 Penalty: 5327.769531
	Iteration 52Q: 3 clusters Score -8615196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8615189.000000 Penalty: 5327.769531
	Iteration 53Q: 3 clusters Score -8615189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8615198.000000 Penalty: 5327.769531
	Iteration 54Q: 3 clusters Score -8615198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8615207.000000 Penalty: 5327.769531
	Iteration 55Q: 3 clusters Score -8615207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8615214.000000 Penalty: 5327.769531
	Iteration 56Q: 3 clusters Score -8615214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8615219.000000 Penalty: 5327.769531
	Iteration 57Q: 3 clusters Score -8615219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8615216.000000 Penalty: 5327.769531
	Iteration 58Q: 3 clusters Score -8615216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8615217.000000 Penalty: 5327.769531
	Iteration 59Q: 3 clusters Score -8615217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8615217.000000 Penalty: 5327.769531
	Iteration 60F: 3 clusters Score -8615217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Entering Unmasked Estep 
Score: -9792130.000000 Penalty: 2694.794678
	Iteration 0F: 2 clusters Score -9792130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -9760705.000000 Penalty: 5389.589355
	Iteration 0F: 3 clusters Score -9760705 nChanged 24205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -9774000.000000 Penalty: 5389.589355
	Iteration 1F: 3 clusters Score -9774000 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -9774465.000000 Penalty: 5389.589355
	Iteration 2Q: 3 clusters Score -9774465 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -9775011.000000 Penalty: 5389.589355
	Iteration 3Q: 3 clusters Score -9775011 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -9775570.000000 Penalty: 5389.589355
	Iteration 4Q: 3 clusters Score -9775570 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -9776220.000000 Penalty: 5389.589355
	Iteration 5Q: 3 clusters Score -9776220 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -9777043.000000 Penalty: 5389.589355
	Iteration 6Q: 3 clusters Score -9777043 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -9778231.000000 Penalty: 5389.589355
	Iteration 7Q: 3 clusters Score -9778231 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -9780195.000000 Penalty: 5389.589355
	Iteration 8F: 3 clusters Score -9780195 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -9783009.000000 Penalty: 5389.589355
	Iteration 9F: 3 clusters Score -9783009 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -9785975.000000 Penalty: 5389.589355
	Iteration 10F: 3 clusters Score -9785975 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -9787836.000000 Penalty: 5389.589355
	Iteration 11F: 3 clusters Score -9787836 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -9788686.000000 Penalty: 5389.589355
	Iteration 12Q: 3 clusters Score -9788686 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -9789216.000000 Penalty: 5389.589355
	Iteration 13Q: 3 clusters Score -9789216 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -9789572.000000 Penalty: 5389.589355
	Iteration 14Q: 3 clusters Score -9789572 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -9789935.000000 Penalty: 5389.589355
	Iteration 15Q: 3 clusters Score -9789935 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -9790170.000000 Penalty: 5389.589355
	Iteration 16Q: 3 clusters Score -9790170 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -9790447.000000 Penalty: 5389.589355
	Iteration 17Q: 3 clusters Score -9790447 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -9790631.000000 Penalty: 5389.589355
	Iteration 18Q: 3 clusters Score -9790631 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -9790727.000000 Penalty: 5389.589355
	Iteration 19Q: 3 clusters Score -9790727 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -9790800.000000 Penalty: 5389.589355
	Iteration 20F: 3 clusters Score -9790800 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -9790841.000000 Penalty: 5389.589355
	Iteration 21Q: 3 clusters Score -9790841 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -9790874.000000 Penalty: 5389.589355
	Iteration 22Q: 3 clusters Score -9790874 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -9790898.000000 Penalty: 5389.589355
	Iteration 23Q: 3 clusters Score -9790898 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -9790885.000000 Penalty: 5389.589355
	Iteration 24Q: 3 clusters Score -9790885 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -9790932.000000 Penalty: 5389.589355
	Iteration 25Q: 3 clusters Score -9790932 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -9790967.000000 Penalty: 5389.589355
	Iteration 26Q: 3 clusters Score -9790967 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -9790959.000000 Penalty: 5389.589355
	Iteration 27Q: 3 clusters Score -9790959 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -9790973.000000 Penalty: 5389.589355
	Iteration 28Q: 3 clusters Score -9790973 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -9790976.000000 Penalty: 5389.589355
	Iteration 29Q: 3 clusters Score -9790976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -9790989.000000 Penalty: 5389.589355
	Iteration 30Q: 3 clusters Score -9790989 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -9790990.000000 Penalty: 5389.589355
	Iteration 31Q: 3 clusters Score -9790990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -9790984.000000 Penalty: 5389.589355
	Iteration 32Q: 3 clusters Score -9790984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -9790999.000000 Penalty: 5389.589355
	Iteration 33Q: 3 clusters Score -9790999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -9790992.000000 Penalty: 5389.589355
	Iteration 34Q: 3 clusters Score -9790992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -9790981.000000 Penalty: 5389.589355
	Iteration 35Q: 3 clusters Score -9790981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -9790986.000000 Penalty: 5389.589355
	Iteration 36Q: 3 clusters Score -9790986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -9790985.000000 Penalty: 5389.589355
	Iteration 37Q: 3 clusters Score -9790985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -9790987.000000 Penalty: 5389.589355
	Iteration 38Q: 3 clusters Score -9790987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -9790998.000000 Penalty: 5389.589355
	Iteration 39Q: 3 clusters Score -9790998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -9790982.000000 Penalty: 5389.589355
	Iteration 40F: 3 clusters Score -9790982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -9790971.000000 Penalty: 5389.589355
	Iteration 41Q: 3 clusters Score -9790971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -9790979.000000 Penalty: 5389.589355
	Iteration 42Q: 3 clusters Score -9790979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -9790999.000000 Penalty: 5389.589355
	Iteration 43Q: 3 clusters Score -9790999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -9790985.000000 Penalty: 5389.589355
	Iteration 44Q: 3 clusters Score -9790985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -9790985.000000 Penalty: 5389.589355
	Iteration 45Q: 3 clusters Score -9790985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -9790987.000000 Penalty: 5389.589355
	Iteration 46Q: 3 clusters Score -9790987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -9790995.000000 Penalty: 5389.589355
	Iteration 47Q: 3 clusters Score -9790995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -9790992.000000 Penalty: 5389.589355
	Iteration 48Q: 3 clusters Score -9790992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -9790993.000000 Penalty: 5389.589355
	Iteration 49Q: 3 clusters Score -9790993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -9790999.000000 Penalty: 5389.589355
	Iteration 50Q: 3 clusters Score -9790999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -9791008.000000 Penalty: 5389.589355
	Iteration 51Q: 3 clusters Score -9791008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -9791000.000000 Penalty: 5389.589355
	Iteration 52Q: 3 clusters Score -9791000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -9790987.000000 Penalty: 5389.589355
	Iteration 53Q: 3 clusters Score -9790987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -9790989.000000 Penalty: 5389.589355
	Iteration 54Q: 3 clusters Score -9790989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -9790996.000000 Penalty: 5389.589355
	Iteration 55Q: 3 clusters Score -9790996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -9790997.000000 Penalty: 5389.589355
	Iteration 56Q: 3 clusters Score -9790997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -9790991.000000 Penalty: 5389.589355
	Iteration 57Q: 3 clusters Score -9790991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -9791006.000000 Penalty: 5389.589355
	Iteration 58Q: 3 clusters Score -9791006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -9791003.000000 Penalty: 5389.589355
	Iteration 59Q: 3 clusters Score -9791003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -9790998.000000 Penalty: 5389.589355
	Iteration 60F: 3 clusters Score -9790998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -9790996.000000 Penalty: 5389.589355
	Iteration 61Q: 3 clusters Score -9790996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -9791011.000000 Penalty: 5389.589355
	Iteration 62Q: 3 clusters Score -9791011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -9791018.000000 Penalty: 5389.589355
	Iteration 63Q: 3 clusters Score -9791018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -9791024.000000 Penalty: 5389.589355
	Iteration 64Q: 3 clusters Score -9791024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -9791018.000000 Penalty: 5389.589355
	Iteration 65Q: 3 clusters Score -9791018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -9791037.000000 Penalty: 5389.589355
	Iteration 66Q: 3 clusters Score -9791037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -9791038.000000 Penalty: 5389.589355
	Iteration 67Q: 3 clusters Score -9791038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -9791035.000000 Penalty: 5389.589355
	Iteration 68Q: 3 clusters Score -9791035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -9791045.000000 Penalty: 5389.589355
	Iteration 69Q: 3 clusters Score -9791045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -9791037.000000 Penalty: 5389.589355
	Iteration 70Q: 3 clusters Score -9791037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -9791034.000000 Penalty: 5389.589355
	Iteration 71Q: 3 clusters Score -9791034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -9791040.000000 Penalty: 5389.589355
	Iteration 72Q: 3 clusters Score -9791040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -9791036.000000 Penalty: 5389.589355
	Iteration 73Q: 3 clusters Score -9791036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -9791033.000000 Penalty: 5389.589355
	Iteration 74Q: 3 clusters Score -9791033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -9791035.000000 Penalty: 5389.589355
	Iteration 75Q: 3 clusters Score -9791035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -9791032.000000 Penalty: 5389.589355
	Iteration 76Q: 3 clusters Score -9791032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -9791031.000000 Penalty: 5389.589355
	Iteration 77Q: 3 clusters Score -9791031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -9791031.000000 Penalty: 5389.589355
	Iteration 78F: 3 clusters Score -9791031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -203237.234375 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -203237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -201149.328125 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -201149.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -201557.406250 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -201557.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -201712.515625 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -201712.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -201823.593750 Penalty: 3540.484131
	Iteration 3Q: 3 clusters Score -201823.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -201899.296875 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -201899.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -201948.625000 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -201948.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -201986.796875 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -201986.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -202006.062500 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -202006.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -202026.125000 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -202026.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -202049.875000 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -202049.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202075.687500 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -202075.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -202120.984375 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -202121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -202167.125000 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -202167.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -202189.703125 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -202189.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -202199.390625 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -202199.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -202214.078125 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -202214.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -202223.593750 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -202223.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -202230.390625 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -202230.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -202234.906250 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -202234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -202237.265625 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -202237.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -202237.265625 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -202237.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -51528.132812 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -51528.13 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 146 members 
Entering Unmasked Estep 
Score: -50245.480469 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -50245.48 nChanged 44
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: -50384.289062 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -50384.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50407.554688 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -50407.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50413.386719 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -50413.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50422.539062 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -50422.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50430.554688 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -50430.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -50434.425781 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -50434.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -50434.425781 Penalty: 2843.737305
	Iteration 7F: 3 clusters Score -50434.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Entering Unmasked Estep 
Score: -9038300.000000 Penalty: 2675.582275
	Iteration 0F: 2 clusters Score -9038300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -9006882.000000 Penalty: 5351.164551
	Iteration 0F: 3 clusters Score -9006882 nChanged 22511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -9019209.000000 Penalty: 5351.164551
	Iteration 1F: 3 clusters Score -9019209 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -9019757.000000 Penalty: 5351.164551
	Iteration 2Q: 3 clusters Score -9019757 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -9020292.000000 Penalty: 5351.164551
	Iteration 3Q: 3 clusters Score -9020292 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -9020819.000000 Penalty: 5351.164551
	Iteration 4Q: 3 clusters Score -9020819 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -9021469.000000 Penalty: 5351.164551
	Iteration 5Q: 3 clusters Score -9021469 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -9022171.000000 Penalty: 5351.164551
	Iteration 6Q: 3 clusters Score -9022171 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -9022966.000000 Penalty: 5351.164551
	Iteration 7Q: 3 clusters Score -9022966 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -9023974.000000 Penalty: 5351.164551
	Iteration 8Q: 3 clusters Score -9023974 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -9025315.000000 Penalty: 5351.164551
	Iteration 9Q: 3 clusters Score -9025315 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -9027182.000000 Penalty: 5351.164551
	Iteration 10F: 3 clusters Score -9027182 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -9028996.000000 Penalty: 5351.164551
	Iteration 11F: 3 clusters Score -9028996 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -9030734.000000 Penalty: 5351.164551
	Iteration 12Q: 3 clusters Score -9030734 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -9031799.000000 Penalty: 5351.164551
	Iteration 13Q: 3 clusters Score -9031799 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -9032498.000000 Penalty: 5351.164551
	Iteration 14Q: 3 clusters Score -9032498 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -9033112.000000 Penalty: 5351.164551
	Iteration 15Q: 3 clusters Score -9033112 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -9033653.000000 Penalty: 5351.164551
	Iteration 16Q: 3 clusters Score -9033653 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -9034134.000000 Penalty: 5351.164551
	Iteration 17Q: 3 clusters Score -9034134 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -9034491.000000 Penalty: 5351.164551
	Iteration 18Q: 3 clusters Score -9034491 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -9034781.000000 Penalty: 5351.164551
	Iteration 19Q: 3 clusters Score -9034781 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -9034944.000000 Penalty: 5351.164551
	Iteration 20F: 3 clusters Score -9034944 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -9035079.000000 Penalty: 5351.164551
	Iteration 21Q: 3 clusters Score -9035079 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -9035181.000000 Penalty: 5351.164551
	Iteration 22Q: 3 clusters Score -9035181 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -9035232.000000 Penalty: 5351.164551
	Iteration 23Q: 3 clusters Score -9035232 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -9035253.000000 Penalty: 5351.164551
	Iteration 24Q: 3 clusters Score -9035253 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -9035318.000000 Penalty: 5351.164551
	Iteration 25Q: 3 clusters Score -9035318 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -9035324.000000 Penalty: 5351.164551
	Iteration 26Q: 3 clusters Score -9035324 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -9035349.000000 Penalty: 5351.164551
	Iteration 27Q: 3 clusters Score -9035349 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -9035440.000000 Penalty: 5351.164551
	Iteration 28Q: 3 clusters Score -9035440 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -9035460.000000 Penalty: 5351.164551
	Iteration 29Q: 3 clusters Score -9035460 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -9035464.000000 Penalty: 5351.164551
	Iteration 30Q: 3 clusters Score -9035464 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -9035466.000000 Penalty: 5351.164551
	Iteration 31Q: 3 clusters Score -9035466 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -9035533.000000 Penalty: 5351.164551
	Iteration 32Q: 3 clusters Score -9035533 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -9035572.000000 Penalty: 5351.164551
	Iteration 33Q: 3 clusters Score -9035572 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -9035608.000000 Penalty: 5351.164551
	Iteration 34Q: 3 clusters Score -9035608 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -9035631.000000 Penalty: 5351.164551
	Iteration 35Q: 3 clusters Score -9035631 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -9035663.000000 Penalty: 5351.164551
	Iteration 36Q: 3 clusters Score -9035663 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -9035636.000000 Penalty: 5351.164551
	Iteration 37Q: 3 clusters Score -9035636 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -9035669.000000 Penalty: 5351.164551
	Iteration 38Q: 3 clusters Score -9035669 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -9035638.000000 Penalty: 5351.164551
	Iteration 39Q: 3 clusters Score -9035638 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -9035666.000000 Penalty: 5351.164551
	Iteration 40F: 3 clusters Score -9035666 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -9035680.000000 Penalty: 5351.164551
	Iteration 41Q: 3 clusters Score -9035680 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -9035656.000000 Penalty: 5351.164551
	Iteration 42Q: 3 clusters Score -9035656 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -9035668.000000 Penalty: 5351.164551
	Iteration 43Q: 3 clusters Score -9035668 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -9035710.000000 Penalty: 5351.164551
	Iteration 44Q: 3 clusters Score -9035710 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -9035659.000000 Penalty: 5351.164551
	Iteration 45Q: 3 clusters Score -9035659 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -9035667.000000 Penalty: 5351.164551
	Iteration 46Q: 3 clusters Score -9035667 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -9035695.000000 Penalty: 5351.164551
	Iteration 47Q: 3 clusters Score -9035695 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -9035717.000000 Penalty: 5351.164551
	Iteration 48Q: 3 clusters Score -9035717 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -9035737.000000 Penalty: 5351.164551
	Iteration 49Q: 3 clusters Score -9035737 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -9035714.000000 Penalty: 5351.164551
	Iteration 50Q: 3 clusters Score -9035714 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -9035732.000000 Penalty: 5351.164551
	Iteration 51Q: 3 clusters Score -9035732 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -9035734.000000 Penalty: 5351.164551
	Iteration 52Q: 3 clusters Score -9035734 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -9035763.000000 Penalty: 5351.164551
	Iteration 53Q: 3 clusters Score -9035763 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -9035745.000000 Penalty: 5351.164551
	Iteration 54Q: 3 clusters Score -9035745 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -9035755.000000 Penalty: 5351.164551
	Iteration 55Q: 3 clusters Score -9035755 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -9035774.000000 Penalty: 5351.164551
	Iteration 56Q: 3 clusters Score -9035774 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -9035777.000000 Penalty: 5351.164551
	Iteration 57Q: 3 clusters Score -9035777 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -9035796.000000 Penalty: 5351.164551
	Iteration 58Q: 3 clusters Score -9035796 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -9035809.000000 Penalty: 5351.164551
	Iteration 59Q: 3 clusters Score -9035809 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -9035806.000000 Penalty: 5351.164551
	Iteration 60F: 3 clusters Score -9035806 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -9035812.000000 Penalty: 5351.164551
	Iteration 61Q: 3 clusters Score -9035812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -9035813.000000 Penalty: 5351.164551
	Iteration 62Q: 3 clusters Score -9035813 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -9035807.000000 Penalty: 5351.164551
	Iteration 63Q: 3 clusters Score -9035807 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -9035820.000000 Penalty: 5351.164551
	Iteration 64Q: 3 clusters Score -9035820 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -9035853.000000 Penalty: 5351.164551
	Iteration 65Q: 3 clusters Score -9035853 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -9035838.000000 Penalty: 5351.164551
	Iteration 66Q: 3 clusters Score -9035838 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -9035816.000000 Penalty: 5351.164551
	Iteration 67Q: 3 clusters Score -9035816 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -9035823.000000 Penalty: 5351.164551
	Iteration 68Q: 3 clusters Score -9035823 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -9035816.000000 Penalty: 5351.164551
	Iteration 69Q: 3 clusters Score -9035816 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -9035807.000000 Penalty: 5351.164551
	Iteration 70Q: 3 clusters Score -9035807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -9035812.000000 Penalty: 5351.164551
	Iteration 71Q: 3 clusters Score -9035812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -9035821.000000 Penalty: 5351.164551
	Iteration 72Q: 3 clusters Score -9035821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -9035816.000000 Penalty: 5351.164551
	Iteration 73Q: 3 clusters Score -9035816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -9035819.000000 Penalty: 5351.164551
	Iteration 74Q: 3 clusters Score -9035819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -9035820.000000 Penalty: 5351.164551
	Iteration 75Q: 3 clusters Score -9035820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -9035824.000000 Penalty: 5351.164551
	Iteration 76Q: 3 clusters Score -9035824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -9035842.000000 Penalty: 5351.164551
	Iteration 77Q: 3 clusters Score -9035842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -9035839.000000 Penalty: 5351.164551
	Iteration 78Q: 3 clusters Score -9035839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -9035851.000000 Penalty: 5351.164551
	Iteration 79Q: 3 clusters Score -9035851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -9035859.000000 Penalty: 5351.164551
	Iteration 80F: 3 clusters Score -9035859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -9035866.000000 Penalty: 5351.164551
	Iteration 81Q: 3 clusters Score -9035866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -9035864.000000 Penalty: 5351.164551
	Iteration 82Q: 3 clusters Score -9035864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -9035880.000000 Penalty: 5351.164551
	Iteration 83Q: 3 clusters Score -9035880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -9035870.000000 Penalty: 5351.164551
	Iteration 84Q: 3 clusters Score -9035870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -9035887.000000 Penalty: 5351.164551
	Iteration 85Q: 3 clusters Score -9035887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -9035884.000000 Penalty: 5351.164551
	Iteration 86Q: 3 clusters Score -9035884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -9035885.000000 Penalty: 5351.164551
	Iteration 87Q: 3 clusters Score -9035885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -9035900.000000 Penalty: 5351.164551
	Iteration 88Q: 3 clusters Score -9035900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -9035897.000000 Penalty: 5351.164551
	Iteration 89Q: 3 clusters Score -9035897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -9035891.000000 Penalty: 5351.164551
	Iteration 90Q: 3 clusters Score -9035891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -9035898.000000 Penalty: 5351.164551
	Iteration 91Q: 3 clusters Score -9035898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -9035894.000000 Penalty: 5351.164551
	Iteration 92Q: 3 clusters Score -9035894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -9035902.000000 Penalty: 5351.164551
	Iteration 93Q: 3 clusters Score -9035902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -9035894.000000 Penalty: 5351.164551
	Iteration 94Q: 3 clusters Score -9035894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -9035891.000000 Penalty: 5351.164551
	Iteration 95Q: 3 clusters Score -9035891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -9035884.000000 Penalty: 5351.164551
	Iteration 96Q: 3 clusters Score -9035884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -9035886.000000 Penalty: 5351.164551
	Iteration 97Q: 3 clusters Score -9035886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -9035884.000000 Penalty: 5351.164551
	Iteration 98Q: 3 clusters Score -9035884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -9035893.000000 Penalty: 5351.164551
	Iteration 99Q: 3 clusters Score -9035893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -9035890.000000 Penalty: 5351.164551
	Iteration 100F: 3 clusters Score -9035890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -9035882.000000 Penalty: 5351.164551
	Iteration 101Q: 3 clusters Score -9035882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -9035869.000000 Penalty: 5351.164551
	Iteration 102Q: 3 clusters Score -9035869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -9035878.000000 Penalty: 5351.164551
	Iteration 103Q: 3 clusters Score -9035878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -9035872.000000 Penalty: 5351.164551
	Iteration 104Q: 3 clusters Score -9035872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -9035875.000000 Penalty: 5351.164551
	Iteration 105Q: 3 clusters Score -9035875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -9035870.000000 Penalty: 5351.164551
	Iteration 106Q: 3 clusters Score -9035870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -9035872.000000 Penalty: 5351.164551
	Iteration 107Q: 3 clusters Score -9035872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -9035871.000000 Penalty: 5351.164551
	Iteration 108Q: 3 clusters Score -9035871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -9035873.000000 Penalty: 5351.164551
	Iteration 109Q: 3 clusters Score -9035873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -9035875.000000 Penalty: 5351.164551
	Iteration 110Q: 3 clusters Score -9035875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -9035875.000000 Penalty: 5351.164551
	Iteration 111F: 3 clusters Score -9035875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26795.060547 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -26795.06 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 177 members 
Entering Unmasked Estep 
Score: -25668.431641 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -25668.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25909.843750 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -25909.84 nChanged 22
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: -25957.466797 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -25957.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25978.552734 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -25978.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25978.552734 Penalty: 2885.287109
	Iteration 4F: 3 clusters Score -25978.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Entering Unmasked Estep 
Score: -1398305.125000 Penalty: 2212.786377
	Iteration 0F: 2 clusters Score -1398305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1392167.000000 Penalty: 4425.572754
	Iteration 0F: 3 clusters Score -1392167 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1393845.250000 Penalty: 4425.572754
	Iteration 1F: 3 clusters Score -1393845 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1394128.500000 Penalty: 4425.572754
	Iteration 2F: 3 clusters Score -1394128 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1394306.375000 Penalty: 4425.572754
	Iteration 3F: 3 clusters Score -1394306 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1394462.000000 Penalty: 4425.572754
	Iteration 4Q: 3 clusters Score -1394462 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1394583.125000 Penalty: 4425.572754
	Iteration 5Q: 3 clusters Score -1394583 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1394672.625000 Penalty: 4425.572754
	Iteration 6Q: 3 clusters Score -1394673 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1394753.500000 Penalty: 4425.572754
	Iteration 7Q: 3 clusters Score -1394754 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1394847.750000 Penalty: 4425.572754
	Iteration 8Q: 3 clusters Score -1394848 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1394962.375000 Penalty: 4425.572754
	Iteration 9Q: 3 clusters Score -1394962 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1395097.000000 Penalty: 4425.572754
	Iteration 10Q: 3 clusters Score -1395097 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1395253.250000 Penalty: 4425.572754
	Iteration 11Q: 3 clusters Score -1395253 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1395437.000000 Penalty: 4425.572754
	Iteration 12Q: 3 clusters Score -1395437 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1395618.500000 Penalty: 4425.572754
	Iteration 13Q: 3 clusters Score -1395618 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1395778.625000 Penalty: 4425.572754
	Iteration 14Q: 3 clusters Score -1395779 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1395909.625000 Penalty: 4425.572754
	Iteration 15Q: 3 clusters Score -1395910 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1396032.750000 Penalty: 4425.572754
	Iteration 16Q: 3 clusters Score -1396033 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1396155.250000 Penalty: 4425.572754
	Iteration 17Q: 3 clusters Score -1396155 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1396253.875000 Penalty: 4425.572754
	Iteration 18Q: 3 clusters Score -1396254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1396315.625000 Penalty: 4425.572754
	Iteration 19Q: 3 clusters Score -1396316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1396374.875000 Penalty: 4425.572754
	Iteration 20F: 3 clusters Score -1396375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1396413.500000 Penalty: 4425.572754
	Iteration 21Q: 3 clusters Score -1396414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1396443.125000 Penalty: 4425.572754
	Iteration 22Q: 3 clusters Score -1396443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1396466.500000 Penalty: 4425.572754
	Iteration 23Q: 3 clusters Score -1396466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1396478.875000 Penalty: 4425.572754
	Iteration 24Q: 3 clusters Score -1396479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1396484.875000 Penalty: 4425.572754
	Iteration 25Q: 3 clusters Score -1396485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1396493.000000 Penalty: 4425.572754
	Iteration 26Q: 3 clusters Score -1396493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1396498.375000 Penalty: 4425.572754
	Iteration 27Q: 3 clusters Score -1396498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1396501.875000 Penalty: 4425.572754
	Iteration 28Q: 3 clusters Score -1396502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1396501.750000 Penalty: 4425.572754
	Iteration 29Q: 3 clusters Score -1396502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1396501.750000 Penalty: 4425.572754
	Iteration 30F: 3 clusters Score -1396502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Entering Unmasked Estep 
Score: -4497031.000000 Penalty: 2500.182861
	Iteration 0F: 2 clusters Score -4497031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4480356.500000 Penalty: 5000.365723
	Iteration 0F: 3 clusters Score -4480356 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4486014.500000 Penalty: 5000.365723
	Iteration 1F: 3 clusters Score -4486014 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -4486373.000000 Penalty: 5000.365723
	Iteration 2Q: 3 clusters Score -4486373 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -4486709.000000 Penalty: 5000.365723
	Iteration 3Q: 3 clusters Score -4486709 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -4486908.500000 Penalty: 5000.365723
	Iteration 4Q: 3 clusters Score -4486908 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -4487092.500000 Penalty: 5000.365723
	Iteration 5Q: 3 clusters Score -4487092 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -4487246.500000 Penalty: 5000.365723
	Iteration 6Q: 3 clusters Score -4487246 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4487424.000000 Penalty: 5000.365723
	Iteration 7Q: 3 clusters Score -4487424 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -4487569.000000 Penalty: 5000.365723
	Iteration 8Q: 3 clusters Score -4487569 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -4487741.500000 Penalty: 5000.365723
	Iteration 9Q: 3 clusters Score -4487742 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -4487981.000000 Penalty: 5000.365723
	Iteration 10Q: 3 clusters Score -4487981 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -4488264.000000 Penalty: 5000.365723
	Iteration 11Q: 3 clusters Score -4488264 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -4488699.000000 Penalty: 5000.365723
	Iteration 12Q: 3 clusters Score -4488699 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4489320.500000 Penalty: 5000.365723
	Iteration 13Q: 3 clusters Score -4489320 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -4490121.500000 Penalty: 5000.365723
	Iteration 14F: 3 clusters Score -4490122 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -4491056.500000 Penalty: 5000.365723
	Iteration 15F: 3 clusters Score -4491056 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4492047.500000 Penalty: 5000.365723
	Iteration 16F: 3 clusters Score -4492048 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4492971.500000 Penalty: 5000.365723
	Iteration 17Q: 3 clusters Score -4492972 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -4493669.000000 Penalty: 5000.365723
	Iteration 18Q: 3 clusters Score -4493669 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -4494144.500000 Penalty: 5000.365723
	Iteration 19Q: 3 clusters Score -4494144 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4494416.000000 Penalty: 5000.365723
	Iteration 20F: 3 clusters Score -4494416 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -4494592.000000 Penalty: 5000.365723
	Iteration 21Q: 3 clusters Score -4494592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4494697.000000 Penalty: 5000.365723
	Iteration 22Q: 3 clusters Score -4494697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -4494737.500000 Penalty: 5000.365723
	Iteration 23Q: 3 clusters Score -4494738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -4494770.500000 Penalty: 5000.365723
	Iteration 24Q: 3 clusters Score -4494770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4494790.500000 Penalty: 5000.365723
	Iteration 25Q: 3 clusters Score -4494790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -4494805.500000 Penalty: 5000.365723
	Iteration 26Q: 3 clusters Score -4494806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -4494818.000000 Penalty: 5000.365723
	Iteration 27Q: 3 clusters Score -4494818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -4494824.500000 Penalty: 5000.365723
	Iteration 28Q: 3 clusters Score -4494824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -4494831.000000 Penalty: 5000.365723
	Iteration 29Q: 3 clusters Score -4494831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4494833.000000 Penalty: 5000.365723
	Iteration 30Q: 3 clusters Score -4494833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -4494837.000000 Penalty: 5000.365723
	Iteration 31Q: 3 clusters Score -4494837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -4494837.000000 Penalty: 5000.365723
	Iteration 32F: 3 clusters Score -4494837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -56234.574219 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -56234.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54949.058594 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -54949.06 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55259.570312 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -55259.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55449.347656 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -55449.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55555.933594 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -55555.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55611.894531 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -55611.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55658.812500 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -55658.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55675.574219 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -55675.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55736.199219 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -55736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55836.347656 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -55836.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55878.804688 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -55878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55885.578125 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -55885.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55888.269531 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -55888.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55890.824219 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -55890.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55890.824219 Penalty: 2971.766357
	Iteration 13F: 3 clusters Score -55890.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -57477.996094 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -57478 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 255 members 
Entering Unmasked Estep 
Score: -56009.566406 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -56009.57 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56339.351562 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -56339.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56435.957031 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -56435.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56493.824219 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -56493.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56564.488281 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -56564.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56629.621094 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -56629.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56659.562500 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -56659.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56700.843750 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -56700.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56727.957031 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -56727.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56757.140625 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -56757.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56779.929688 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -56779.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56809.011719 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -56809.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56843.480469 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -56843.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56885.804688 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -56885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56894.554688 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -56894.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56909.082031 Penalty: 3101.899170
	Iteration 15Q: 3 clusters Score -56909.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56910.042969 Penalty: 3101.899170
	Iteration 16Q: 3 clusters Score -56910.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56911.320312 Penalty: 3101.899170
	Iteration 17Q: 3 clusters Score -56911.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56913.066406 Penalty: 3101.899170
	Iteration 18Q: 3 clusters Score -56913.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56915.496094 Penalty: 3101.899170
	Iteration 19F: 3 clusters Score -56915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56934.667969 Penalty: 3101.899170
	Iteration 20F: 3 clusters Score -56934.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56950.390625 Penalty: 3101.899170
	Iteration 21Q: 3 clusters Score -56950.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56959.472656 Penalty: 3101.899170
	Iteration 22Q: 3 clusters Score -56959.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56959.472656 Penalty: 3101.899170
	Iteration 23F: 3 clusters Score -56959.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Entering Unmasked Estep 
Score: -4864282.000000 Penalty: 2522.339844
	Iteration 0F: 2 clusters Score -4864282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -4846264.500000 Penalty: 5044.679688
	Iteration 0F: 3 clusters Score -4846264 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -4852649.000000 Penalty: 5044.679688
	Iteration 1F: 3 clusters Score -4852649 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4853345.000000 Penalty: 5044.679688
	Iteration 2F: 3 clusters Score -4853345 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -4854256.000000 Penalty: 5044.679688
	Iteration 3F: 3 clusters Score -4854256 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -4855356.500000 Penalty: 5044.679688
	Iteration 4F: 3 clusters Score -4855356 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -4856665.500000 Penalty: 5044.679688
	Iteration 5F: 3 clusters Score -4856666 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4858102.500000 Penalty: 5044.679688
	Iteration 6F: 3 clusters Score -4858102 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -4859622.000000 Penalty: 5044.679688
	Iteration 7F: 3 clusters Score -4859622 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -4860946.000000 Penalty: 5044.679688
	Iteration 8F: 3 clusters Score -4860946 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4861864.000000 Penalty: 5044.679688
	Iteration 9Q: 3 clusters Score -4861864 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4862331.000000 Penalty: 5044.679688
	Iteration 10Q: 3 clusters Score -4862331 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4862591.000000 Penalty: 5044.679688
	Iteration 11Q: 3 clusters Score -4862591 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -4862746.000000 Penalty: 5044.679688
	Iteration 12Q: 3 clusters Score -4862746 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -4862846.000000 Penalty: 5044.679688
	Iteration 13Q: 3 clusters Score -4862846 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4862893.000000 Penalty: 5044.679688
	Iteration 14Q: 3 clusters Score -4862893 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4862899.500000 Penalty: 5044.679688
	Iteration 15Q: 3 clusters Score -4862900 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -4862949.500000 Penalty: 5044.679688
	Iteration 16Q: 3 clusters Score -4862950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -4862969.500000 Penalty: 5044.679688
	Iteration 17Q: 3 clusters Score -4862970 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -4862986.500000 Penalty: 5044.679688
	Iteration 18Q: 3 clusters Score -4862986 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -4862998.500000 Penalty: 5044.679688
	Iteration 19Q: 3 clusters Score -4862998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4863024.500000 Penalty: 5044.679688
	Iteration 20F: 3 clusters Score -4863024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -4863041.500000 Penalty: 5044.679688
	Iteration 21Q: 3 clusters Score -4863042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4863048.500000 Penalty: 5044.679688
	Iteration 22Q: 3 clusters Score -4863048 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -4863043.000000 Penalty: 5044.679688
	Iteration 23Q: 3 clusters Score -4863043 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -4863054.500000 Penalty: 5044.679688
	Iteration 24Q: 3 clusters Score -4863054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -4863064.000000 Penalty: 5044.679688
	Iteration 25Q: 3 clusters Score -4863064 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -4863058.500000 Penalty: 5044.679688
	Iteration 26Q: 3 clusters Score -4863058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4863070.500000 Penalty: 5044.679688
	Iteration 27Q: 3 clusters Score -4863070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4863088.500000 Penalty: 5044.679688
	Iteration 28Q: 3 clusters Score -4863088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -4863113.000000 Penalty: 5044.679688
	Iteration 29Q: 3 clusters Score -4863113 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -4863125.500000 Penalty: 5044.679688
	Iteration 30Q: 3 clusters Score -4863126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -4863140.000000 Penalty: 5044.679688
	Iteration 31Q: 3 clusters Score -4863140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4863146.500000 Penalty: 5044.679688
	Iteration 32Q: 3 clusters Score -4863146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -4863150.000000 Penalty: 5044.679688
	Iteration 33Q: 3 clusters Score -4863150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4863155.000000 Penalty: 5044.679688
	Iteration 34Q: 3 clusters Score -4863155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4863175.500000 Penalty: 5044.679688
	Iteration 35Q: 3 clusters Score -4863176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4863188.500000 Penalty: 5044.679688
	Iteration 36Q: 3 clusters Score -4863188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4863201.500000 Penalty: 5044.679688
	Iteration 37Q: 3 clusters Score -4863202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -4863209.500000 Penalty: 5044.679688
	Iteration 38Q: 3 clusters Score -4863210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4863211.500000 Penalty: 5044.679688
	Iteration 39Q: 3 clusters Score -4863212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -4863217.000000 Penalty: 5044.679688
	Iteration 40F: 3 clusters Score -4863217 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4863232.000000 Penalty: 5044.679688
	Iteration 41Q: 3 clusters Score -4863232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4863234.500000 Penalty: 5044.679688
	Iteration 42Q: 3 clusters Score -4863234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -4863232.500000 Penalty: 5044.679688
	Iteration 43Q: 3 clusters Score -4863232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -4863248.500000 Penalty: 5044.679688
	Iteration 44Q: 3 clusters Score -4863248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -4863253.000000 Penalty: 5044.679688
	Iteration 45Q: 3 clusters Score -4863253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4863247.500000 Penalty: 5044.679688
	Iteration 46Q: 3 clusters Score -4863248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -4863251.500000 Penalty: 5044.679688
	Iteration 47Q: 3 clusters Score -4863252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4863241.500000 Penalty: 5044.679688
	Iteration 48Q: 3 clusters Score -4863242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4863249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4863249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4863248.500000 Penalty: 5044.679688
	Iteration 51Q: 3 clusters Score -4863248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4863257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4863256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4863263.500000 Penalty: 5044.679688
	Iteration 54Q: 3 clusters Score -4863264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -4863278.500000 Penalty: 5044.679688
	Iteration 55Q: 3 clusters Score -4863278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4863286.500000 Penalty: 5044.679688
	Iteration 56Q: 3 clusters Score -4863286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4863278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4863283.500000 Penalty: 5044.679688
	Iteration 58Q: 3 clusters Score -4863284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4863283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4863295.500000 Penalty: 5044.679688
	Iteration 60F: 3 clusters Score -4863296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4863302.000000 Penalty: 5044.679688
	Iteration 61Q: 3 clusters Score -4863302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4863299.000000 Penalty: 5044.679688
	Iteration 62Q: 3 clusters Score -4863299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4863301.500000 Penalty: 5044.679688
	Iteration 63Q: 3 clusters Score -4863302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -4863307.500000 Penalty: 5044.679688
	Iteration 64Q: 3 clusters Score -4863308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -4863316.500000 Penalty: 5044.679688
	Iteration 65Q: 3 clusters Score -4863316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4863307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -4863328.500000 Penalty: 5044.679688
	Iteration 67Q: 3 clusters Score -4863328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4863328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4863325.500000 Penalty: 5044.679688
	Iteration 69Q: 3 clusters Score -4863326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4863318.000000 Penalty: 5044.679688
	Iteration 70Q: 3 clusters Score -4863318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4863316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -4863314.500000 Penalty: 5044.679688
	Iteration 72Q: 3 clusters Score -4863314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -4863313.500000 Penalty: 5044.679688
	Iteration 73Q: 3 clusters Score -4863314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4863314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4863316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4863320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4863318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4863318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4863322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4863325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4863328 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4863329 nChanged 10
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Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4863329 nChanged 6
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Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4863328 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4863327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4863331.500000 Penalty: 5044.679688
	Iteration 86Q: 3 clusters Score -4863332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4863334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4863336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4863331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4863330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4863338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4863330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -4863335.000000 Penalty: 5044.679688
	Iteration 93Q: 3 clusters Score -4863335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4863334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4863336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4863337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -4863342.500000 Penalty: 5044.679688
	Iteration 97Q: 3 clusters Score -4863342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4863337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4863339.000000 Penalty: 5044.679688
	Iteration 99Q: 3 clusters Score -4863339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4863342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4863338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -4863332.500000 Penalty: 5044.679688
	Iteration 102Q: 3 clusters Score -4863332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4863334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4863338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -4863341.000000 Penalty: 5044.679688
	Iteration 105Q: 3 clusters Score -4863341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4863338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -4863331.500000 Penalty: 5044.679688
	Iteration 107Q: 3 clusters Score -4863332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -4863335.500000 Penalty: 5044.679688
	Iteration 108Q: 3 clusters Score -4863336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4863332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -4863346.000000 Penalty: 5044.679688
	Iteration 110Q: 3 clusters Score -4863346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -4863350.500000 Penalty: 5044.679688
	Iteration 111Q: 3 clusters Score -4863350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -4863352.000000 Penalty: 5044.679688
	Iteration 112Q: 3 clusters Score -4863352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4863348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4863349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -4863351.500000 Penalty: 5044.679688
	Iteration 115Q: 3 clusters Score -4863352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -4863353.500000 Penalty: 5044.679688
	Iteration 116Q: 3 clusters Score -4863354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4863354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -4863356.000000 Penalty: 5044.679688
	Iteration 118Q: 3 clusters Score -4863356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4863354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4863350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4863356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4863350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4863360.000000 Penalty: 5044.679688
	Iteration 123Q: 3 clusters Score -4863360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -4863352.000000 Penalty: 5044.679688
	Iteration 124Q: 3 clusters Score -4863352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -4863359.500000 Penalty: 5044.679688
	Iteration 125Q: 3 clusters Score -4863360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4863364.500000 Penalty: 5044.679688
	Iteration 126Q: 3 clusters Score -4863364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4863359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4863365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4863367.000000 Penalty: 5044.679688
	Iteration 129Q: 3 clusters Score -4863367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -4863368.000000 Penalty: 5044.679688
	Iteration 130Q: 3 clusters Score -4863368 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4863370.000000 Penalty: 5044.679688
	Iteration 131Q: 3 clusters Score -4863370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4863366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4863370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4863370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4863369.500000 Penalty: 5044.679688
	Iteration 135Q: 3 clusters Score -4863370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4863375.500000 Penalty: 5044.679688
	Iteration 136Q: 3 clusters Score -4863376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -4863372.000000 Penalty: 5044.679688
	Iteration 137Q: 3 clusters Score -4863372 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4863368.500000 Penalty: 5044.679688
	Iteration 138Q: 3 clusters Score -4863368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4863375 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4863376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -4863381.000000 Penalty: 5044.679688
	Iteration 141Q: 3 clusters Score -4863381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -4863382.000000 Penalty: 5044.679688
	Iteration 142Q: 3 clusters Score -4863382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -4863383.500000 Penalty: 5044.679688
	Iteration 143Q: 3 clusters Score -4863384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4863378.000000 Penalty: 5044.679688
	Iteration 144Q: 3 clusters Score -4863378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -4863377.500000 Penalty: 5044.679688
	Iteration 145Q: 3 clusters Score -4863378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -4863379.000000 Penalty: 5044.679688
	Iteration 146Q: 3 clusters Score -4863379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -4863380.500000 Penalty: 5044.679688
	Iteration 147Q: 3 clusters Score -4863380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4863379.000000 Penalty: 5044.679688
	Iteration 148Q: 3 clusters Score -4863379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4863379.000000 Penalty: 5044.679688
	Iteration 149F: 3 clusters Score -4863379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -1014308.125000 Penalty: 2132.358643
	Iteration 0F: 2 clusters Score -1014308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1009544.625000 Penalty: 4264.717285
	Iteration 0F: 3 clusters Score -1009545 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1010651.000000 Penalty: 4264.717285
	Iteration 1F: 3 clusters Score -1010651 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1010852.437500 Penalty: 4264.717285
	Iteration 2F: 3 clusters Score -1010852 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1010996.187500 Penalty: 4264.717285
	Iteration 3Q: 3 clusters Score -1010996 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1011092.812500 Penalty: 4264.717285
	Iteration 4Q: 3 clusters Score -1011093 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1011172.875000 Penalty: 4264.717285
	Iteration 5Q: 3 clusters Score -1011173 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1011243.875000 Penalty: 4264.717285
	Iteration 6Q: 3 clusters Score -1011244 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1011296.125000 Penalty: 4264.717285
	Iteration 7Q: 3 clusters Score -1011296 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1011335.937500 Penalty: 4264.717285
	Iteration 8Q: 3 clusters Score -1011336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1011366.250000 Penalty: 4264.717285
	Iteration 9Q: 3 clusters Score -1011366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1011395.375000 Penalty: 4264.717285
	Iteration 10Q: 3 clusters Score -1011395 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1011428.750000 Penalty: 4264.717285
	Iteration 11Q: 3 clusters Score -1011429 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1011458.625000 Penalty: 4264.717285
	Iteration 12Q: 3 clusters Score -1011459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1011483.062500 Penalty: 4264.717285
	Iteration 13Q: 3 clusters Score -1011483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1011512.625000 Penalty: 4264.717285
	Iteration 14Q: 3 clusters Score -1011513 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1011547.562500 Penalty: 4264.717285
	Iteration 15Q: 3 clusters Score -1011548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1011583.437500 Penalty: 4264.717285
	Iteration 16Q: 3 clusters Score -1011583 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1011631.000000 Penalty: 4264.717285
	Iteration 17Q: 3 clusters Score -1011631 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1011686.625000 Penalty: 4264.717285
	Iteration 18Q: 3 clusters Score -1011687 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1011752.250000 Penalty: 4264.717285
	Iteration 19Q: 3 clusters Score -1011752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1011819.562500 Penalty: 4264.717285
	Iteration 20F: 3 clusters Score -1011820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1011890.562500 Penalty: 4264.717285
	Iteration 21Q: 3 clusters Score -1011891 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1011950.187500 Penalty: 4264.717285
	Iteration 22Q: 3 clusters Score -1011950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1011992.625000 Penalty: 4264.717285
	Iteration 23Q: 3 clusters Score -1011993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1012047.437500 Penalty: 4264.717285
	Iteration 24Q: 3 clusters Score -1012047 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1012100.562500 Penalty: 4264.717285
	Iteration 25Q: 3 clusters Score -1012101 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1012141.500000 Penalty: 4264.717285
	Iteration 26Q: 3 clusters Score -1012142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1012179.250000 Penalty: 4264.717285
	Iteration 27Q: 3 clusters Score -1012179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1012206.187500 Penalty: 4264.717285
	Iteration 28Q: 3 clusters Score -1012206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1012231.562500 Penalty: 4264.717285
	Iteration 29Q: 3 clusters Score -1012232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1012260.625000 Penalty: 4264.717285
	Iteration 30Q: 3 clusters Score -1012261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1012282.937500 Penalty: 4264.717285
	Iteration 31Q: 3 clusters Score -1012283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1012303.937500 Penalty: 4264.717285
	Iteration 32Q: 3 clusters Score -1012304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1012319.562500 Penalty: 4264.717285
	Iteration 33Q: 3 clusters Score -1012320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1012339.687500 Penalty: 4264.717285
	Iteration 34Q: 3 clusters Score -1012340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1012355.062500 Penalty: 4264.717285
	Iteration 35Q: 3 clusters Score -1012355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1012373.500000 Penalty: 4264.717285
	Iteration 36Q: 3 clusters Score -1012374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1012393.812500 Penalty: 4264.717285
	Iteration 37Q: 3 clusters Score -1012394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1012405.812500 Penalty: 4264.717285
	Iteration 38Q: 3 clusters Score -1012406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1012415.500000 Penalty: 4264.717285
	Iteration 39Q: 3 clusters Score -1012416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1012416.062500 Penalty: 4264.717285
	Iteration 40F: 3 clusters Score -1012416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -77651.875000 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -77651.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -76212.742188 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -76212.74 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76480.929688 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -76480.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76608.703125 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -76608.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76710.039062 Penalty: 3047.516113
	Iteration 3F: 3 clusters Score -76710.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76782.148438 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -76782.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76859.125000 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -76859.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76926.421875 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -76926.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76950.304688 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -76950.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76986.890625 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -76986.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -77028.960938 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -77028.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77050.023438 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -77050.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77084.125000 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -77084.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77107.632812 Penalty: 3047.516113
	Iteration 12Q: 3 clusters Score -77107.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77136.960938 Penalty: 3047.516113
	Iteration 13Q: 3 clusters Score -77136.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77150.859375 Penalty: 3047.516113
	Iteration 14Q: 3 clusters Score -77150.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77164.382812 Penalty: 3047.516113
	Iteration 15Q: 3 clusters Score -77164.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77164.382812 Penalty: 3047.516113
	Iteration 16F: 3 clusters Score -77164.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Entering Unmasked Estep 
Score: -9038504.000000 Penalty: 2674.782959
	Iteration 0F: 2 clusters Score -9038504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -9006880.000000 Penalty: 5349.565918
	Iteration 0F: 3 clusters Score -9006880 nChanged 22406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -9019242.000000 Penalty: 5349.565918
	Iteration 1F: 3 clusters Score -9019242 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -9019768.000000 Penalty: 5349.565918
	Iteration 2Q: 3 clusters Score -9019768 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -9020286.000000 Penalty: 5349.565918
	Iteration 3Q: 3 clusters Score -9020286 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -9020697.000000 Penalty: 5349.565918
	Iteration 4Q: 3 clusters Score -9020697 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -9021121.000000 Penalty: 5349.565918
	Iteration 5Q: 3 clusters Score -9021121 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -9021587.000000 Penalty: 5349.565918
	Iteration 6Q: 3 clusters Score -9021587 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -9022222.000000 Penalty: 5349.565918
	Iteration 7Q: 3 clusters Score -9022222 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -9023136.000000 Penalty: 5349.565918
	Iteration 8Q: 3 clusters Score -9023136 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -9024614.000000 Penalty: 5349.565918
	Iteration 9F: 3 clusters Score -9024614 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -9026748.000000 Penalty: 5349.565918
	Iteration 10F: 3 clusters Score -9026748 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -9029389.000000 Penalty: 5349.565918
	Iteration 11F: 3 clusters Score -9029389 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -9032026.000000 Penalty: 5349.565918
	Iteration 12F: 3 clusters Score -9032026 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -9034241.000000 Penalty: 5349.565918
	Iteration 13F: 3 clusters Score -9034241 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -9035384.000000 Penalty: 5349.565918
	Iteration 14Q: 3 clusters Score -9035384 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -9035888.000000 Penalty: 5349.565918
	Iteration 15Q: 3 clusters Score -9035888 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -9036172.000000 Penalty: 5349.565918
	Iteration 16Q: 3 clusters Score -9036172 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -9036295.000000 Penalty: 5349.565918
	Iteration 17Q: 3 clusters Score -9036295 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -9036366.000000 Penalty: 5349.565918
	Iteration 18Q: 3 clusters Score -9036366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -9036396.000000 Penalty: 5349.565918
	Iteration 19Q: 3 clusters Score -9036396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -9036445.000000 Penalty: 5349.565918
	Iteration 20F: 3 clusters Score -9036445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -9036445.000000 Penalty: 5349.565918
	Iteration 21Q: 3 clusters Score -9036445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -9036459.000000 Penalty: 5349.565918
	Iteration 22Q: 3 clusters Score -9036459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -9036474.000000 Penalty: 5349.565918
	Iteration 23Q: 3 clusters Score -9036474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -9036489.000000 Penalty: 5349.565918
	Iteration 24Q: 3 clusters Score -9036489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -9036487.000000 Penalty: 5349.565918
	Iteration 25Q: 3 clusters Score -9036487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -9036493.000000 Penalty: 5349.565918
	Iteration 26Q: 3 clusters Score -9036493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -9036497.000000 Penalty: 5349.565918
	Iteration 27Q: 3 clusters Score -9036497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -9036497.000000 Penalty: 5349.565918
	Iteration 28Q: 3 clusters Score -9036497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -9036504.000000 Penalty: 5349.565918
	Iteration 29Q: 3 clusters Score -9036504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -9036496.000000 Penalty: 5349.565918
	Iteration 30Q: 3 clusters Score -9036496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -9036502.000000 Penalty: 5349.565918
	Iteration 31Q: 3 clusters Score -9036502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -9036507.000000 Penalty: 5349.565918
	Iteration 32Q: 3 clusters Score -9036507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -9036514.000000 Penalty: 5349.565918
	Iteration 33Q: 3 clusters Score -9036514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -9036522.000000 Penalty: 5349.565918
	Iteration 34Q: 3 clusters Score -9036522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -9036525.000000 Penalty: 5349.565918
	Iteration 35Q: 3 clusters Score -9036525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -9036520.000000 Penalty: 5349.565918
	Iteration 36Q: 3 clusters Score -9036520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -9036520.000000 Penalty: 5349.565918
	Iteration 37Q: 3 clusters Score -9036520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -9036523.000000 Penalty: 5349.565918
	Iteration 38Q: 3 clusters Score -9036523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -9036522.000000 Penalty: 5349.565918
	Iteration 39Q: 3 clusters Score -9036522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -9036519.000000 Penalty: 5349.565918
	Iteration 40F: 3 clusters Score -9036519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -9036523.000000 Penalty: 5349.565918
	Iteration 41Q: 3 clusters Score -9036523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -9036526.000000 Penalty: 5349.565918
	Iteration 42Q: 3 clusters Score -9036526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -9036521.000000 Penalty: 5349.565918
	Iteration 43Q: 3 clusters Score -9036521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -9036521.000000 Penalty: 5349.565918
	Iteration 44F: 3 clusters Score -9036521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -98260.304688 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -98260.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96661.226562 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -96661.23 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97118.015625 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -97118.02 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97329.812500 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -97329.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97479.968750 Penalty: 3266.056396
	Iteration 3F: 3 clusters Score -97479.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97601.398438 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -97601.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97679.945312 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -97679.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97697.328125 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -97697.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97707.210938 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -97707.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97708.687500 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -97708.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97711.882812 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -97711.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97713.109375 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -97713.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97713.914062 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -97713.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97714.890625 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -97714.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97714.890625 Penalty: 3266.056396
	Iteration 13F: 3 clusters Score -97714.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -447766.531250 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -447766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -444760.687500 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -444760.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -445366.593750 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -445366.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -445561.343750 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -445561.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -445702.968750 Penalty: 3894.424072
	Iteration 3F: 3 clusters Score -445703 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -445850.968750 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -445851 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -445964.312500 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -445964.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -446038.593750 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -446038.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -446076.687500 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -446076.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -446106.625000 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -446106.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -446126.093750 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -446126.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -446139.656250 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -446139.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -446150.937500 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -446150.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -446158.406250 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -446158.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -446169.187500 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -446169.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -446183.187500 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -446183.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -446192.218750 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -446192.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -446200.718750 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -446200.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -446207.562500 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -446207.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -446211.468750 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -446211.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -446215.968750 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -446216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -446218.937500 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -446218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -446222.093750 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -446222.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -446227.187500 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -446227.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -446232.406250 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -446232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -446235.593750 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -446235.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -446241.343750 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -446241.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -446253.437500 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -446253.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -446269.250000 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -446269.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -446280.312500 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -446280.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -446289.500000 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -446289.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -446302.375000 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -446302.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -446314.500000 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -446314.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -446328.843750 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -446328.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -446342.281250 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -446342.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -446350.218750 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -446350.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -446356.968750 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -446357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -446363.343750 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -446363.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -446367.343750 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -446367.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -446367.937500 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -446367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -446369.812500 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -446369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -446373.093750 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -446373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -446375.593750 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -446375.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -446376.375000 Penalty: 3894.424072
	Iteration 42Q: 3 clusters Score -446376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -446377.718750 Penalty: 3894.424072
	Iteration 43Q: 3 clusters Score -446377.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -446379.750000 Penalty: 3894.424072
	Iteration 44Q: 3 clusters Score -446379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -446381.812500 Penalty: 3894.424072
	Iteration 45Q: 3 clusters Score -446381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -446383.781250 Penalty: 3894.424072
	Iteration 46Q: 3 clusters Score -446383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -446385.250000 Penalty: 3894.424072
	Iteration 47Q: 3 clusters Score -446385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -446387.062500 Penalty: 3894.424072
	Iteration 48Q: 3 clusters Score -446387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -446388.343750 Penalty: 3894.424072
	Iteration 49Q: 3 clusters Score -446388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -446389.562500 Penalty: 3894.424072
	Iteration 50Q: 3 clusters Score -446389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -446390.750000 Penalty: 3894.424072
	Iteration 51Q: 3 clusters Score -446390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -446390.750000 Penalty: 3894.424072
	Iteration 52F: 3 clusters Score -446390.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -188144.625000 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -188144.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -186180.375000 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -186180.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -186566.953125 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -186567 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -186772.187500 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -186772.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -186850.218750 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -186850.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -186881.390625 Penalty: 3461.656006
	Iteration 4Q: 3 clusters Score -186881.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -186908.109375 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -186908.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -186942.031250 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -186942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -186972.484375 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -186972.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -187000.734375 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -187000.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -187027.656250 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -187027.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -187049.031250 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -187049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -187060.578125 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -187060.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -187069.765625 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -187069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -187076.796875 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -187076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -187081.796875 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -187081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -187090.390625 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -187090.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -187094.109375 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -187094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -187095.968750 Penalty: 3461.656006
	Iteration 17Q: 3 clusters Score -187096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -187098.078125 Penalty: 3461.656006
	Iteration 18Q: 3 clusters Score -187098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -187098.734375 Penalty: 3461.656006
	Iteration 19Q: 3 clusters Score -187098.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -187098.734375 Penalty: 3461.656006
	Iteration 20F: 3 clusters Score -187098.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Entering Unmasked Estep 
Score: -9689976.000000 Penalty: 2696.178467
	Iteration 0F: 2 clusters Score -9689976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -9656150.000000 Penalty: 5392.356934
	Iteration 0F: 3 clusters Score -9656150 nChanged 24287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -9669634.000000 Penalty: 5392.356934
	Iteration 1F: 3 clusters Score -9669634 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -9670422.000000 Penalty: 5392.356934
	Iteration 2Q: 3 clusters Score -9670422 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -9671396.000000 Penalty: 5392.356934
	Iteration 3Q: 3 clusters Score -9671396 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -9672696.000000 Penalty: 5392.356934
	Iteration 4Q: 3 clusters Score -9672696 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -9674299.000000 Penalty: 5392.356934
	Iteration 5F: 3 clusters Score -9674299 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -9676329.000000 Penalty: 5392.356934
	Iteration 6F: 3 clusters Score -9676329 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -9678679.000000 Penalty: 5392.356934
	Iteration 7F: 3 clusters Score -9678679 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -9680668.000000 Penalty: 5392.356934
	Iteration 8F: 3 clusters Score -9680668 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -9682035.000000 Penalty: 5392.356934
	Iteration 9F: 3 clusters Score -9682035 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -9682813.000000 Penalty: 5392.356934
	Iteration 10Q: 3 clusters Score -9682813 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -9683248.000000 Penalty: 5392.356934
	Iteration 11Q: 3 clusters Score -9683248 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -9683744.000000 Penalty: 5392.356934
	Iteration 12Q: 3 clusters Score -9683744 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -9684209.000000 Penalty: 5392.356934
	Iteration 13Q: 3 clusters Score -9684209 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -9684698.000000 Penalty: 5392.356934
	Iteration 14Q: 3 clusters Score -9684698 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -9685114.000000 Penalty: 5392.356934
	Iteration 15Q: 3 clusters Score -9685114 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -9685440.000000 Penalty: 5392.356934
	Iteration 16Q: 3 clusters Score -9685440 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -9685715.000000 Penalty: 5392.356934
	Iteration 17Q: 3 clusters Score -9685715 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -9685989.000000 Penalty: 5392.356934
	Iteration 18Q: 3 clusters Score -9685989 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -9686165.000000 Penalty: 5392.356934
	Iteration 19Q: 3 clusters Score -9686165 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -9686364.000000 Penalty: 5392.356934
	Iteration 20F: 3 clusters Score -9686364 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -9686451.000000 Penalty: 5392.356934
	Iteration 21Q: 3 clusters Score -9686451 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -9686557.000000 Penalty: 5392.356934
	Iteration 22Q: 3 clusters Score -9686557 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -9686678.000000 Penalty: 5392.356934
	Iteration 23Q: 3 clusters Score -9686678 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -9686741.000000 Penalty: 5392.356934
	Iteration 24Q: 3 clusters Score -9686741 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -9686851.000000 Penalty: 5392.356934
	Iteration 25Q: 3 clusters Score -9686851 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -9686938.000000 Penalty: 5392.356934
	Iteration 26Q: 3 clusters Score -9686938 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -9686973.000000 Penalty: 5392.356934
	Iteration 27Q: 3 clusters Score -9686973 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -9687043.000000 Penalty: 5392.356934
	Iteration 28Q: 3 clusters Score -9687043 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -9687094.000000 Penalty: 5392.356934
	Iteration 29Q: 3 clusters Score -9687094 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -9687163.000000 Penalty: 5392.356934
	Iteration 30Q: 3 clusters Score -9687163 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -9687226.000000 Penalty: 5392.356934
	Iteration 31Q: 3 clusters Score -9687226 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -9687267.000000 Penalty: 5392.356934
	Iteration 32Q: 3 clusters Score -9687267 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -9687311.000000 Penalty: 5392.356934
	Iteration 33Q: 3 clusters Score -9687311 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -9687341.000000 Penalty: 5392.356934
	Iteration 34Q: 3 clusters Score -9687341 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -9687390.000000 Penalty: 5392.356934
	Iteration 35Q: 3 clusters Score -9687390 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -9687438.000000 Penalty: 5392.356934
	Iteration 36Q: 3 clusters Score -9687438 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -9687470.000000 Penalty: 5392.356934
	Iteration 37Q: 3 clusters Score -9687470 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -9687528.000000 Penalty: 5392.356934
	Iteration 38Q: 3 clusters Score -9687528 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -9687568.000000 Penalty: 5392.356934
	Iteration 39Q: 3 clusters Score -9687568 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -9687615.000000 Penalty: 5392.356934
	Iteration 40F: 3 clusters Score -9687615 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -9687646.000000 Penalty: 5392.356934
	Iteration 41Q: 3 clusters Score -9687646 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -9687678.000000 Penalty: 5392.356934
	Iteration 42Q: 3 clusters Score -9687678 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -9687727.000000 Penalty: 5392.356934
	Iteration 43Q: 3 clusters Score -9687727 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -9687774.000000 Penalty: 5392.356934
	Iteration 44Q: 3 clusters Score -9687774 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -9687819.000000 Penalty: 5392.356934
	Iteration 45Q: 3 clusters Score -9687819 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -9687861.000000 Penalty: 5392.356934
	Iteration 46Q: 3 clusters Score -9687861 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -9687889.000000 Penalty: 5392.356934
	Iteration 47Q: 3 clusters Score -9687889 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -9687925.000000 Penalty: 5392.356934
	Iteration 48Q: 3 clusters Score -9687925 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -9687925.000000 Penalty: 5392.356934
	Iteration 49Q: 3 clusters Score -9687925 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -9687944.000000 Penalty: 5392.356934
	Iteration 50Q: 3 clusters Score -9687944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -9687963.000000 Penalty: 5392.356934
	Iteration 51Q: 3 clusters Score -9687963 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -9687971.000000 Penalty: 5392.356934
	Iteration 52Q: 3 clusters Score -9687971 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -9687982.000000 Penalty: 5392.356934
	Iteration 53Q: 3 clusters Score -9687982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -9687998.000000 Penalty: 5392.356934
	Iteration 54Q: 3 clusters Score -9687998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -9687999.000000 Penalty: 5392.356934
	Iteration 55Q: 3 clusters Score -9687999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -9688015.000000 Penalty: 5392.356934
	Iteration 56Q: 3 clusters Score -9688015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -9688025.000000 Penalty: 5392.356934
	Iteration 57Q: 3 clusters Score -9688025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -9688034.000000 Penalty: 5392.356934
	Iteration 58Q: 3 clusters Score -9688034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -9688057.000000 Penalty: 5392.356934
	Iteration 59Q: 3 clusters Score -9688057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -9688058.000000 Penalty: 5392.356934
	Iteration 60F: 3 clusters Score -9688058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -9688081.000000 Penalty: 5392.356934
	Iteration 61Q: 3 clusters Score -9688081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -9688095.000000 Penalty: 5392.356934
	Iteration 62Q: 3 clusters Score -9688095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -9688090.000000 Penalty: 5392.356934
	Iteration 63Q: 3 clusters Score -9688090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -9688099.000000 Penalty: 5392.356934
	Iteration 64Q: 3 clusters Score -9688099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -9688120.000000 Penalty: 5392.356934
	Iteration 65Q: 3 clusters Score -9688120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -9688140.000000 Penalty: 5392.356934
	Iteration 66Q: 3 clusters Score -9688140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -9688129.000000 Penalty: 5392.356934
	Iteration 67Q: 3 clusters Score -9688129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -9688136.000000 Penalty: 5392.356934
	Iteration 68Q: 3 clusters Score -9688136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -9688157.000000 Penalty: 5392.356934
	Iteration 69Q: 3 clusters Score -9688157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -9688184.000000 Penalty: 5392.356934
	Iteration 70Q: 3 clusters Score -9688184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -9688194.000000 Penalty: 5392.356934
	Iteration 71Q: 3 clusters Score -9688194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -9688198.000000 Penalty: 5392.356934
	Iteration 72Q: 3 clusters Score -9688198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -9688212.000000 Penalty: 5392.356934
	Iteration 73Q: 3 clusters Score -9688212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -9688231.000000 Penalty: 5392.356934
	Iteration 74Q: 3 clusters Score -9688231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -9688240.000000 Penalty: 5392.356934
	Iteration 75Q: 3 clusters Score -9688240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -9688245.000000 Penalty: 5392.356934
	Iteration 76Q: 3 clusters Score -9688245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -9688218.000000 Penalty: 5392.356934
	Iteration 77Q: 3 clusters Score -9688218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -9688221.000000 Penalty: 5392.356934
	Iteration 78Q: 3 clusters Score -9688221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -9688211.000000 Penalty: 5392.356934
	Iteration 79Q: 3 clusters Score -9688211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -9688223.000000 Penalty: 5392.356934
	Iteration 80F: 3 clusters Score -9688223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -9688222.000000 Penalty: 5392.356934
	Iteration 81Q: 3 clusters Score -9688222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -9688216.000000 Penalty: 5392.356934
	Iteration 82Q: 3 clusters Score -9688216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -9688229.000000 Penalty: 5392.356934
	Iteration 83Q: 3 clusters Score -9688229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -9688244.000000 Penalty: 5392.356934
	Iteration 84Q: 3 clusters Score -9688244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -9688230.000000 Penalty: 5392.356934
	Iteration 85Q: 3 clusters Score -9688230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -9688229.000000 Penalty: 5392.356934
	Iteration 86Q: 3 clusters Score -9688229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -9688224.000000 Penalty: 5392.356934
	Iteration 87Q: 3 clusters Score -9688224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -9688256.000000 Penalty: 5392.356934
	Iteration 88Q: 3 clusters Score -9688256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -9688253.000000 Penalty: 5392.356934
	Iteration 89Q: 3 clusters Score -9688253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -9688268.000000 Penalty: 5392.356934
	Iteration 90Q: 3 clusters Score -9688268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -9688257.000000 Penalty: 5392.356934
	Iteration 91Q: 3 clusters Score -9688257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -9688265.000000 Penalty: 5392.356934
	Iteration 92Q: 3 clusters Score -9688265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -9688280.000000 Penalty: 5392.356934
	Iteration 93Q: 3 clusters Score -9688280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -9688270.000000 Penalty: 5392.356934
	Iteration 94Q: 3 clusters Score -9688270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -9688296.000000 Penalty: 5392.356934
	Iteration 95Q: 3 clusters Score -9688296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -9688300.000000 Penalty: 5392.356934
	Iteration 96Q: 3 clusters Score -9688300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -9688290.000000 Penalty: 5392.356934
	Iteration 97Q: 3 clusters Score -9688290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -9688297.000000 Penalty: 5392.356934
	Iteration 98Q: 3 clusters Score -9688297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -9688293.000000 Penalty: 5392.356934
	Iteration 99Q: 3 clusters Score -9688293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -9688289.000000 Penalty: 5392.356934
	Iteration 100F: 3 clusters Score -9688289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -9688295.000000 Penalty: 5392.356934
	Iteration 101Q: 3 clusters Score -9688295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -9688300.000000 Penalty: 5392.356934
	Iteration 102Q: 3 clusters Score -9688300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -9688307.000000 Penalty: 5392.356934
	Iteration 103Q: 3 clusters Score -9688307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -9688328.000000 Penalty: 5392.356934
	Iteration 104Q: 3 clusters Score -9688328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -9688321.000000 Penalty: 5392.356934
	Iteration 105Q: 3 clusters Score -9688321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -9688329.000000 Penalty: 5392.356934
	Iteration 106Q: 3 clusters Score -9688329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -9688327.000000 Penalty: 5392.356934
	Iteration 107Q: 3 clusters Score -9688327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -9688325.000000 Penalty: 5392.356934
	Iteration 108Q: 3 clusters Score -9688325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -9688330.000000 Penalty: 5392.356934
	Iteration 109Q: 3 clusters Score -9688330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -9688328.000000 Penalty: 5392.356934
	Iteration 110Q: 3 clusters Score -9688328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -9688337.000000 Penalty: 5392.356934
	Iteration 111Q: 3 clusters Score -9688337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -9688340.000000 Penalty: 5392.356934
	Iteration 112Q: 3 clusters Score -9688340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -9688346.000000 Penalty: 5392.356934
	Iteration 113Q: 3 clusters Score -9688346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -9688352.000000 Penalty: 5392.356934
	Iteration 114Q: 3 clusters Score -9688352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -9688359.000000 Penalty: 5392.356934
	Iteration 115Q: 3 clusters Score -9688359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -9688349.000000 Penalty: 5392.356934
	Iteration 116Q: 3 clusters Score -9688349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -9688350.000000 Penalty: 5392.356934
	Iteration 117Q: 3 clusters Score -9688350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -9688354.000000 Penalty: 5392.356934
	Iteration 118Q: 3 clusters Score -9688354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -9688344.000000 Penalty: 5392.356934
	Iteration 119Q: 3 clusters Score -9688344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -9688344.000000 Penalty: 5392.356934
	Iteration 120F: 3 clusters Score -9688344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Entering Unmasked Estep 
Score: -5794660.500000 Penalty: 2573.500000
	Iteration 0F: 2 clusters Score -5794660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -5772733.000000 Penalty: 5147.000000
	Iteration 0F: 3 clusters Score -5772733 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -5780566.000000 Penalty: 5147.000000
	Iteration 1F: 3 clusters Score -5780566 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -5780920.500000 Penalty: 5147.000000
	Iteration 2Q: 3 clusters Score -5780920 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5781184.000000 Penalty: 5147.000000
	Iteration 3Q: 3 clusters Score -5781184 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -5781431.500000 Penalty: 5147.000000
	Iteration 4Q: 3 clusters Score -5781432 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -5781653.000000 Penalty: 5147.000000
	Iteration 5Q: 3 clusters Score -5781653 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -5781828.500000 Penalty: 5147.000000
	Iteration 6Q: 3 clusters Score -5781828 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -5782009.500000 Penalty: 5147.000000
	Iteration 7Q: 3 clusters Score -5782010 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -5782229.000000 Penalty: 5147.000000
	Iteration 8Q: 3 clusters Score -5782229 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -5782478.500000 Penalty: 5147.000000
	Iteration 9Q: 3 clusters Score -5782478 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -5782798.000000 Penalty: 5147.000000
	Iteration 10Q: 3 clusters Score -5782798 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -5783262.500000 Penalty: 5147.000000
	Iteration 11Q: 3 clusters Score -5783262 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -5784049.000000 Penalty: 5147.000000
	Iteration 12Q: 3 clusters Score -5784049 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -5785228.000000 Penalty: 5147.000000
	Iteration 13F: 3 clusters Score -5785228 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -5786632.500000 Penalty: 5147.000000
	Iteration 14F: 3 clusters Score -5786632 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -5788063.000000 Penalty: 5147.000000
	Iteration 15F: 3 clusters Score -5788063 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5789268.000000 Penalty: 5147.000000
	Iteration 16Q: 3 clusters Score -5789268 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5790214.500000 Penalty: 5147.000000
	Iteration 17Q: 3 clusters Score -5790214 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5790860.000000 Penalty: 5147.000000
	Iteration 18Q: 3 clusters Score -5790860 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5791354.500000 Penalty: 5147.000000
	Iteration 19Q: 3 clusters Score -5791354 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5791685.500000 Penalty: 5147.000000
	Iteration 20F: 3 clusters Score -5791686 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5791905.000000 Penalty: 5147.000000
	Iteration 21Q: 3 clusters Score -5791905 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5792080.500000 Penalty: 5147.000000
	Iteration 22Q: 3 clusters Score -5792080 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5792192.500000 Penalty: 5147.000000
	Iteration 23Q: 3 clusters Score -5792192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5792258.000000 Penalty: 5147.000000
	Iteration 24Q: 3 clusters Score -5792258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5792289.000000 Penalty: 5147.000000
	Iteration 25Q: 3 clusters Score -5792289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5792312.000000 Penalty: 5147.000000
	Iteration 26Q: 3 clusters Score -5792312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5792314.000000 Penalty: 5147.000000
	Iteration 27Q: 3 clusters Score -5792314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5792320.500000 Penalty: 5147.000000
	Iteration 28Q: 3 clusters Score -5792320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5792334.500000 Penalty: 5147.000000
	Iteration 29Q: 3 clusters Score -5792334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5792344.000000 Penalty: 5147.000000
	Iteration 30Q: 3 clusters Score -5792344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5792343.000000 Penalty: 5147.000000
	Iteration 31Q: 3 clusters Score -5792343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5792352.000000 Penalty: 5147.000000
	Iteration 32Q: 3 clusters Score -5792352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5792354.000000 Penalty: 5147.000000
	Iteration 33Q: 3 clusters Score -5792354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5792353.000000 Penalty: 5147.000000
	Iteration 34Q: 3 clusters Score -5792353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5792363.000000 Penalty: 5147.000000
	Iteration 35Q: 3 clusters Score -5792363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5792370.000000 Penalty: 5147.000000
	Iteration 36Q: 3 clusters Score -5792370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5792363.500000 Penalty: 5147.000000
	Iteration 37Q: 3 clusters Score -5792364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5792374.500000 Penalty: 5147.000000
	Iteration 38Q: 3 clusters Score -5792374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5792377.500000 Penalty: 5147.000000
	Iteration 39Q: 3 clusters Score -5792378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5792368.000000 Penalty: 5147.000000
	Iteration 40F: 3 clusters Score -5792368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5792377.500000 Penalty: 5147.000000
	Iteration 41Q: 3 clusters Score -5792378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5792369.000000 Penalty: 5147.000000
	Iteration 42Q: 3 clusters Score -5792369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5792382.500000 Penalty: 5147.000000
	Iteration 43Q: 3 clusters Score -5792382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5792388.000000 Penalty: 5147.000000
	Iteration 44Q: 3 clusters Score -5792388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5792397.500000 Penalty: 5147.000000
	Iteration 45Q: 3 clusters Score -5792398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5792408.500000 Penalty: 5147.000000
	Iteration 46Q: 3 clusters Score -5792408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5792407.000000 Penalty: 5147.000000
	Iteration 47Q: 3 clusters Score -5792407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5792410.500000 Penalty: 5147.000000
	Iteration 48Q: 3 clusters Score -5792410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5792411.500000 Penalty: 5147.000000
	Iteration 49Q: 3 clusters Score -5792412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5792412.500000 Penalty: 5147.000000
	Iteration 50Q: 3 clusters Score -5792412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5792415.000000 Penalty: 5147.000000
	Iteration 51Q: 3 clusters Score -5792415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5792413.000000 Penalty: 5147.000000
	Iteration 52Q: 3 clusters Score -5792413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5792413.000000 Penalty: 5147.000000
	Iteration 53F: 3 clusters Score -5792413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Entering Unmasked Estep 
Score: -9417547.000000 Penalty: 2685.143311
	Iteration 0F: 2 clusters Score -9417547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -9385464.000000 Penalty: 5370.286621
	Iteration 0F: 3 clusters Score -9385464 nChanged 23512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -9398588.000000 Penalty: 5370.286621
	Iteration 1F: 3 clusters Score -9398588 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -9399463.000000 Penalty: 5370.286621
	Iteration 2Q: 3 clusters Score -9399463 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -9400350.000000 Penalty: 5370.286621
	Iteration 3Q: 3 clusters Score -9400350 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -9401423.000000 Penalty: 5370.286621
	Iteration 4Q: 3 clusters Score -9401423 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -9402900.000000 Penalty: 5370.286621
	Iteration 5F: 3 clusters Score -9402900 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -9404624.000000 Penalty: 5370.286621
	Iteration 6F: 3 clusters Score -9404624 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -9406671.000000 Penalty: 5370.286621
	Iteration 7F: 3 clusters Score -9406671 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -9409033.000000 Penalty: 5370.286621
	Iteration 8F: 3 clusters Score -9409033 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -9411079.000000 Penalty: 5370.286621
	Iteration 9F: 3 clusters Score -9411079 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -9412674.000000 Penalty: 5370.286621
	Iteration 10Q: 3 clusters Score -9412674 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -9413840.000000 Penalty: 5370.286621
	Iteration 11Q: 3 clusters Score -9413840 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -9414678.000000 Penalty: 5370.286621
	Iteration 12Q: 3 clusters Score -9414678 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -9415316.000000 Penalty: 5370.286621
	Iteration 13Q: 3 clusters Score -9415316 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -9415766.000000 Penalty: 5370.286621
	Iteration 14Q: 3 clusters Score -9415766 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -9415942.000000 Penalty: 5370.286621
	Iteration 15Q: 3 clusters Score -9415942 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -9416171.000000 Penalty: 5370.286621
	Iteration 16Q: 3 clusters Score -9416171 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -9416237.000000 Penalty: 5370.286621
	Iteration 17Q: 3 clusters Score -9416237 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -9416254.000000 Penalty: 5370.286621
	Iteration 18Q: 3 clusters Score -9416254 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -9416370.000000 Penalty: 5370.286621
	Iteration 19Q: 3 clusters Score -9416370 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -9416413.000000 Penalty: 5370.286621
	Iteration 20F: 3 clusters Score -9416413 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -9416435.000000 Penalty: 5370.286621
	Iteration 21Q: 3 clusters Score -9416435 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -9416419.000000 Penalty: 5370.286621
	Iteration 22Q: 3 clusters Score -9416419 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -9416380.000000 Penalty: 5370.286621
	Iteration 23Q: 3 clusters Score -9416380 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -9416399.000000 Penalty: 5370.286621
	Iteration 24Q: 3 clusters Score -9416399 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -9416366.000000 Penalty: 5370.286621
	Iteration 25Q: 3 clusters Score -9416366 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -9416326.000000 Penalty: 5370.286621
	Iteration 26Q: 3 clusters Score -9416326 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -9416272.000000 Penalty: 5370.286621
	Iteration 27Q: 3 clusters Score -9416272 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -9416251.000000 Penalty: 5370.286621
	Iteration 28Q: 3 clusters Score -9416251 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -9416235.000000 Penalty: 5370.286621
	Iteration 29Q: 3 clusters Score -9416235 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -9416244.000000 Penalty: 5370.286621
	Iteration 30Q: 3 clusters Score -9416244 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -9416192.000000 Penalty: 5370.286621
	Iteration 31Q: 3 clusters Score -9416192 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -9416175.000000 Penalty: 5370.286621
	Iteration 32Q: 3 clusters Score -9416175 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -9416183.000000 Penalty: 5370.286621
	Iteration 33Q: 3 clusters Score -9416183 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -9416151.000000 Penalty: 5370.286621
	Iteration 34Q: 3 clusters Score -9416151 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -9416165.000000 Penalty: 5370.286621
	Iteration 35Q: 3 clusters Score -9416165 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -9416115.000000 Penalty: 5370.286621
	Iteration 36Q: 3 clusters Score -9416115 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -9416090.000000 Penalty: 5370.286621
	Iteration 37Q: 3 clusters Score -9416090 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -9416081.000000 Penalty: 5370.286621
	Iteration 38Q: 3 clusters Score -9416081 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -9416060.000000 Penalty: 5370.286621
	Iteration 39Q: 3 clusters Score -9416060 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -9416068.000000 Penalty: 5370.286621
	Iteration 40F: 3 clusters Score -9416068 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -9415983.000000 Penalty: 5370.286621
	Iteration 41Q: 3 clusters Score -9415983 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -9415962.000000 Penalty: 5370.286621
	Iteration 42Q: 3 clusters Score -9415962 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -9415937.000000 Penalty: 5370.286621
	Iteration 43Q: 3 clusters Score -9415937 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -9415890.000000 Penalty: 5370.286621
	Iteration 44Q: 3 clusters Score -9415890 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -9415878.000000 Penalty: 5370.286621
	Iteration 45Q: 3 clusters Score -9415878 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -9415860.000000 Penalty: 5370.286621
	Iteration 46Q: 3 clusters Score -9415860 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -9415793.000000 Penalty: 5370.286621
	Iteration 47Q: 3 clusters Score -9415793 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -9415736.000000 Penalty: 5370.286621
	Iteration 48Q: 3 clusters Score -9415736 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -9415678.000000 Penalty: 5370.286621
	Iteration 49Q: 3 clusters Score -9415678 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -9415681.000000 Penalty: 5370.286621
	Iteration 50Q: 3 clusters Score -9415681 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -9415698.000000 Penalty: 5370.286621
	Iteration 51Q: 3 clusters Score -9415698 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -9415706.000000 Penalty: 5370.286621
	Iteration 52Q: 3 clusters Score -9415706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -9415754.000000 Penalty: 5370.286621
	Iteration 53Q: 3 clusters Score -9415754 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -9415745.000000 Penalty: 5370.286621
	Iteration 54Q: 3 clusters Score -9415745 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -9415762.000000 Penalty: 5370.286621
	Iteration 55Q: 3 clusters Score -9415762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -9415809.000000 Penalty: 5370.286621
	Iteration 56Q: 3 clusters Score -9415809 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -9415843.000000 Penalty: 5370.286621
	Iteration 57Q: 3 clusters Score -9415843 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -9415859.000000 Penalty: 5370.286621
	Iteration 58Q: 3 clusters Score -9415859 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -9415895.000000 Penalty: 5370.286621
	Iteration 59Q: 3 clusters Score -9415895 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -9415922.000000 Penalty: 5370.286621
	Iteration 60F: 3 clusters Score -9415922 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -9415920.000000 Penalty: 5370.286621
	Iteration 61Q: 3 clusters Score -9415920 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -9415897.000000 Penalty: 5370.286621
	Iteration 62Q: 3 clusters Score -9415897 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -9415896.000000 Penalty: 5370.286621
	Iteration 63Q: 3 clusters Score -9415896 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -9415939.000000 Penalty: 5370.286621
	Iteration 64Q: 3 clusters Score -9415939 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -9415999.000000 Penalty: 5370.286621
	Iteration 65Q: 3 clusters Score -9415999 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -9416012.000000 Penalty: 5370.286621
	Iteration 66Q: 3 clusters Score -9416012 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -9416057.000000 Penalty: 5370.286621
	Iteration 67Q: 3 clusters Score -9416057 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -9416037.000000 Penalty: 5370.286621
	Iteration 68Q: 3 clusters Score -9416037 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -9416067.000000 Penalty: 5370.286621
	Iteration 69Q: 3 clusters Score -9416067 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -9416094.000000 Penalty: 5370.286621
	Iteration 70Q: 3 clusters Score -9416094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -9416079.000000 Penalty: 5370.286621
	Iteration 71Q: 3 clusters Score -9416079 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -9416091.000000 Penalty: 5370.286621
	Iteration 72Q: 3 clusters Score -9416091 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -9416075.000000 Penalty: 5370.286621
	Iteration 73Q: 3 clusters Score -9416075 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -9416074.000000 Penalty: 5370.286621
	Iteration 74Q: 3 clusters Score -9416074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -9416074.000000 Penalty: 5370.286621
	Iteration 75Q: 3 clusters Score -9416074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -9416057.000000 Penalty: 5370.286621
	Iteration 76Q: 3 clusters Score -9416057 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -9416059.000000 Penalty: 5370.286621
	Iteration 77Q: 3 clusters Score -9416059 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -9416056.000000 Penalty: 5370.286621
	Iteration 78Q: 3 clusters Score -9416056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9416026.000000 Penalty: 5370.286621
	Iteration 79Q: 3 clusters Score -9416026 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -9416013.000000 Penalty: 5370.286621
	Iteration 80F: 3 clusters Score -9416013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9415962.000000 Penalty: 5370.286621
	Iteration 81Q: 3 clusters Score -9415962 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -9415965.000000 Penalty: 5370.286621
	Iteration 82Q: 3 clusters Score -9415965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -9415959.000000 Penalty: 5370.286621
	Iteration 83Q: 3 clusters Score -9415959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -9415934.000000 Penalty: 5370.286621
	Iteration 84Q: 3 clusters Score -9415934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9415924.000000 Penalty: 5370.286621
	Iteration 85Q: 3 clusters Score -9415924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9415932.000000 Penalty: 5370.286621
	Iteration 86Q: 3 clusters Score -9415932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -9415925.000000 Penalty: 5370.286621
	Iteration 87Q: 3 clusters Score -9415925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9415895.000000 Penalty: 5370.286621
	Iteration 88Q: 3 clusters Score -9415895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9415900.000000 Penalty: 5370.286621
	Iteration 89Q: 3 clusters Score -9415900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9415890.000000 Penalty: 5370.286621
	Iteration 90Q: 3 clusters Score -9415890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9415878.000000 Penalty: 5370.286621
	Iteration 91Q: 3 clusters Score -9415878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9415851.000000 Penalty: 5370.286621
	Iteration 92Q: 3 clusters Score -9415851 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9415816.000000 Penalty: 5370.286621
	Iteration 93Q: 3 clusters Score -9415816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9415836.000000 Penalty: 5370.286621
	Iteration 94Q: 3 clusters Score -9415836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9415830.000000 Penalty: 5370.286621
	Iteration 95Q: 3 clusters Score -9415830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9415839.000000 Penalty: 5370.286621
	Iteration 96Q: 3 clusters Score -9415839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -9415833.000000 Penalty: 5370.286621
	Iteration 97Q: 3 clusters Score -9415833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9415869.000000 Penalty: 5370.286621
	Iteration 98Q: 3 clusters Score -9415869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9415840.000000 Penalty: 5370.286621
	Iteration 99Q: 3 clusters Score -9415840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9415844.000000 Penalty: 5370.286621
	Iteration 100F: 3 clusters Score -9415844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9415839.000000 Penalty: 5370.286621
	Iteration 101Q: 3 clusters Score -9415839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9415841.000000 Penalty: 5370.286621
	Iteration 102Q: 3 clusters Score -9415841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9415844.000000 Penalty: 5370.286621
	Iteration 103Q: 3 clusters Score -9415844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -9415849.000000 Penalty: 5370.286621
	Iteration 104Q: 3 clusters Score -9415849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9415855.000000 Penalty: 5370.286621
	Iteration 105Q: 3 clusters Score -9415855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9415858.000000 Penalty: 5370.286621
	Iteration 106Q: 3 clusters Score -9415858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9415863.000000 Penalty: 5370.286621
	Iteration 107Q: 3 clusters Score -9415863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9415859.000000 Penalty: 5370.286621
	Iteration 108Q: 3 clusters Score -9415859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9415861.000000 Penalty: 5370.286621
	Iteration 109Q: 3 clusters Score -9415861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9415853.000000 Penalty: 5370.286621
	Iteration 110Q: 3 clusters Score -9415853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9415862.000000 Penalty: 5370.286621
	Iteration 111Q: 3 clusters Score -9415862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -9415850.000000 Penalty: 5370.286621
	Iteration 112Q: 3 clusters Score -9415850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9415847.000000 Penalty: 5370.286621
	Iteration 113Q: 3 clusters Score -9415847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9415848.000000 Penalty: 5370.286621
	Iteration 114Q: 3 clusters Score -9415848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9415852.000000 Penalty: 5370.286621
	Iteration 115Q: 3 clusters Score -9415852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9415848.000000 Penalty: 5370.286621
	Iteration 116Q: 3 clusters Score -9415848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -9415860.000000 Penalty: 5370.286621
	Iteration 117Q: 3 clusters Score -9415860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -9415849.000000 Penalty: 5370.286621
	Iteration 118Q: 3 clusters Score -9415849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9415845.000000 Penalty: 5370.286621
	Iteration 119Q: 3 clusters Score -9415845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -9415849.000000 Penalty: 5370.286621
	Iteration 120F: 3 clusters Score -9415849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9415847.000000 Penalty: 5370.286621
	Iteration 121Q: 3 clusters Score -9415847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9415856.000000 Penalty: 5370.286621
	Iteration 122Q: 3 clusters Score -9415856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9415856.000000 Penalty: 5370.286621
	Iteration 123Q: 3 clusters Score -9415856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9415858.000000 Penalty: 5370.286621
	Iteration 124Q: 3 clusters Score -9415858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9415863.000000 Penalty: 5370.286621
	Iteration 125Q: 3 clusters Score -9415863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9415846.000000 Penalty: 5370.286621
	Iteration 126Q: 3 clusters Score -9415846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9415846.000000 Penalty: 5370.286621
	Iteration 127Q: 3 clusters Score -9415846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9415842.000000 Penalty: 5370.286621
	Iteration 128Q: 3 clusters Score -9415842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9415842.000000 Penalty: 5370.286621
	Iteration 129Q: 3 clusters Score -9415842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -9415832.000000 Penalty: 5370.286621
	Iteration 130Q: 3 clusters Score -9415832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9415838.000000 Penalty: 5370.286621
	Iteration 131Q: 3 clusters Score -9415838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9415838.000000 Penalty: 5370.286621
	Iteration 132F: 3 clusters Score -9415838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -111501.367188 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -111501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -109920.437500 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -109920.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -110175.062500 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -110175.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -110302.015625 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -110302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110385.351562 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -110385.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110431.945312 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -110431.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -110471.734375 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -110471.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -110498.765625 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -110498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110508.906250 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -110508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110514.414062 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -110514.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -110515.882812 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -110515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110516.859375 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -110516.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110516.859375 Penalty: 3209.516602
	Iteration 11F: 3 clusters Score -110516.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Entering Unmasked Estep 
Score: -6878704.500000 Penalty: 2610.354248
	Iteration 0F: 2 clusters Score -6878704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -6853381.000000 Penalty: 5220.708496
	Iteration 0F: 3 clusters Score -6853381 nChanged 16994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -6863001.500000 Penalty: 5220.708496
	Iteration 1F: 3 clusters Score -6863002 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -6863635.000000 Penalty: 5220.708496
	Iteration 2Q: 3 clusters Score -6863635 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -6864327.000000 Penalty: 5220.708496
	Iteration 3Q: 3 clusters Score -6864327 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -6865281.500000 Penalty: 5220.708496
	Iteration 4Q: 3 clusters Score -6865282 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -6866461.500000 Penalty: 5220.708496
	Iteration 5F: 3 clusters Score -6866462 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -6867841.000000 Penalty: 5220.708496
	Iteration 6F: 3 clusters Score -6867841 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -6869384.000000 Penalty: 5220.708496
	Iteration 7F: 3 clusters Score -6869384 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -6870951.500000 Penalty: 5220.708496
	Iteration 8F: 3 clusters Score -6870952 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -6871898.000000 Penalty: 5220.708496
	Iteration 9F: 3 clusters Score -6871898 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -6872323.000000 Penalty: 5220.708496
	Iteration 10Q: 3 clusters Score -6872323 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -6872505.500000 Penalty: 5220.708496
	Iteration 11Q: 3 clusters Score -6872506 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -6872565.500000 Penalty: 5220.708496
	Iteration 12Q: 3 clusters Score -6872566 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -6872621.500000 Penalty: 5220.708496
	Iteration 13Q: 3 clusters Score -6872622 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -6872671.500000 Penalty: 5220.708496
	Iteration 14Q: 3 clusters Score -6872672 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -6872706.500000 Penalty: 5220.708496
	Iteration 15Q: 3 clusters Score -6872706 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -6872734.500000 Penalty: 5220.708496
	Iteration 16Q: 3 clusters Score -6872734 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -6872760.000000 Penalty: 5220.708496
	Iteration 17Q: 3 clusters Score -6872760 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -6872817.000000 Penalty: 5220.708496
	Iteration 18Q: 3 clusters Score -6872817 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -6872847.500000 Penalty: 5220.708496
	Iteration 19Q: 3 clusters Score -6872848 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -6872887.500000 Penalty: 5220.708496
	Iteration 20F: 3 clusters Score -6872888 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -6872901.500000 Penalty: 5220.708496
	Iteration 21Q: 3 clusters Score -6872902 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -6872880.500000 Penalty: 5220.708496
	Iteration 22Q: 3 clusters Score -6872880 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -6872909.500000 Penalty: 5220.708496
	Iteration 23Q: 3 clusters Score -6872910 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -6872925.000000 Penalty: 5220.708496
	Iteration 24Q: 3 clusters Score -6872925 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -6872953.000000 Penalty: 5220.708496
	Iteration 25Q: 3 clusters Score -6872953 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -6872957.000000 Penalty: 5220.708496
	Iteration 26Q: 3 clusters Score -6872957 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -6872965.500000 Penalty: 5220.708496
	Iteration 27Q: 3 clusters Score -6872966 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -6872964.000000 Penalty: 5220.708496
	Iteration 28Q: 3 clusters Score -6872964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -6872962.000000 Penalty: 5220.708496
	Iteration 29Q: 3 clusters Score -6872962 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -6872988.000000 Penalty: 5220.708496
	Iteration 30Q: 3 clusters Score -6872988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -6873014.500000 Penalty: 5220.708496
	Iteration 31Q: 3 clusters Score -6873014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -6873022.000000 Penalty: 5220.708496
	Iteration 32Q: 3 clusters Score -6873022 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -6873036.500000 Penalty: 5220.708496
	Iteration 33Q: 3 clusters Score -6873036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -6873030.500000 Penalty: 5220.708496
	Iteration 34Q: 3 clusters Score -6873030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -6873040.500000 Penalty: 5220.708496
	Iteration 35Q: 3 clusters Score -6873040 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -6873041.000000 Penalty: 5220.708496
	Iteration 36Q: 3 clusters Score -6873041 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -6873055.000000 Penalty: 5220.708496
	Iteration 37Q: 3 clusters Score -6873055 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -6873047.000000 Penalty: 5220.708496
	Iteration 38Q: 3 clusters Score -6873047 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -6873066.000000 Penalty: 5220.708496
	Iteration 39Q: 3 clusters Score -6873066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -6873078.000000 Penalty: 5220.708496
	Iteration 40F: 3 clusters Score -6873078 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -6873093.000000 Penalty: 5220.708496
	Iteration 41Q: 3 clusters Score -6873093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -6873106.000000 Penalty: 5220.708496
	Iteration 42Q: 3 clusters Score -6873106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -6873102.500000 Penalty: 5220.708496
	Iteration 43Q: 3 clusters Score -6873102 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -6873100.000000 Penalty: 5220.708496
	Iteration 44Q: 3 clusters Score -6873100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -6873111.500000 Penalty: 5220.708496
	Iteration 45Q: 3 clusters Score -6873112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -6873135.500000 Penalty: 5220.708496
	Iteration 46Q: 3 clusters Score -6873136 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -6873137.000000 Penalty: 5220.708496
	Iteration 47Q: 3 clusters Score -6873137 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -6873133.000000 Penalty: 5220.708496
	Iteration 48Q: 3 clusters Score -6873133 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -6873135.000000 Penalty: 5220.708496
	Iteration 49Q: 3 clusters Score -6873135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -6873115.500000 Penalty: 5220.708496
	Iteration 50Q: 3 clusters Score -6873116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -6873121.000000 Penalty: 5220.708496
	Iteration 51Q: 3 clusters Score -6873121 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -6873132.500000 Penalty: 5220.708496
	Iteration 52Q: 3 clusters Score -6873132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -6873157.000000 Penalty: 5220.708496
	Iteration 53Q: 3 clusters Score -6873157 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -6873157.000000 Penalty: 5220.708496
	Iteration 54Q: 3 clusters Score -6873157 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -6873163.000000 Penalty: 5220.708496
	Iteration 55Q: 3 clusters Score -6873163 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -6873167.500000 Penalty: 5220.708496
	Iteration 56Q: 3 clusters Score -6873168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6873173.500000 Penalty: 5220.708496
	Iteration 57Q: 3 clusters Score -6873174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -6873194.500000 Penalty: 5220.708496
	Iteration 58Q: 3 clusters Score -6873194 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -6873202.500000 Penalty: 5220.708496
	Iteration 59Q: 3 clusters Score -6873202 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -6873230.000000 Penalty: 5220.708496
	Iteration 60F: 3 clusters Score -6873230 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -6873243.000000 Penalty: 5220.708496
	Iteration 61Q: 3 clusters Score -6873243 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -6873241.000000 Penalty: 5220.708496
	Iteration 62Q: 3 clusters Score -6873241 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -6873258.500000 Penalty: 5220.708496
	Iteration 63Q: 3 clusters Score -6873258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -6873267.500000 Penalty: 5220.708496
	Iteration 64Q: 3 clusters Score -6873268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6873278.500000 Penalty: 5220.708496
	Iteration 65Q: 3 clusters Score -6873278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -6873279.000000 Penalty: 5220.708496
	Iteration 66Q: 3 clusters Score -6873279 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -6873281.000000 Penalty: 5220.708496
	Iteration 67Q: 3 clusters Score -6873281 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -6873301.000000 Penalty: 5220.708496
	Iteration 68Q: 3 clusters Score -6873301 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6873301 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -6873328.500000 Penalty: 5220.708496
	Iteration 70Q: 3 clusters Score -6873328 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6873347 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -6873354.000000 Penalty: 5220.708496
	Iteration 72Q: 3 clusters Score -6873354 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6873364 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -6873373.500000 Penalty: 5220.708496
	Iteration 74Q: 3 clusters Score -6873374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6873403.000000 Penalty: 5220.708496
	Iteration 75Q: 3 clusters Score -6873403 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -6873416.000000 Penalty: 5220.708496
	Iteration 76Q: 3 clusters Score -6873416 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -6873459.500000 Penalty: 5220.708496
	Iteration 77Q: 3 clusters Score -6873460 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6873460 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6873464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -6873518.000000 Penalty: 5220.708496
	Iteration 80F: 3 clusters Score -6873518 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6873568 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -6873581.000000 Penalty: 5220.708496
	Iteration 82Q: 3 clusters Score -6873581 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -6873634.500000 Penalty: 5220.708496
	Iteration 83Q: 3 clusters Score -6873634 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -6873684.000000 Penalty: 5220.708496
	Iteration 84Q: 3 clusters Score -6873684 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -6873714.000000 Penalty: 5220.708496
	Iteration 85Q: 3 clusters Score -6873714 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -6873747.000000 Penalty: 5220.708496
	Iteration 86Q: 3 clusters Score -6873747 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6873768 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -6873837.000000 Penalty: 5220.708496
	Iteration 88Q: 3 clusters Score -6873837 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -6873903.500000 Penalty: 5220.708496
	Iteration 89Q: 3 clusters Score -6873904 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -6873975.000000 Penalty: 5220.708496
	Iteration 90Q: 3 clusters Score -6873975 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -6874032.000000 Penalty: 5220.708496
	Iteration 91Q: 3 clusters Score -6874032 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -6874104.500000 Penalty: 5220.708496
	Iteration 92Q: 3 clusters Score -6874104 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -6874172.500000 Penalty: 5220.708496
	Iteration 93Q: 3 clusters Score -6874172 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -6874261.500000 Penalty: 5220.708496
	Iteration 94Q: 3 clusters Score -6874262 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -6874342.000000 Penalty: 5220.708496
	Iteration 95Q: 3 clusters Score -6874342 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -6874454.500000 Penalty: 5220.708496
	Iteration 96Q: 3 clusters Score -6874454 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -6874556.000000 Penalty: 5220.708496
	Iteration 97Q: 3 clusters Score -6874556 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -6874611.000000 Penalty: 5220.708496
	Iteration 98Q: 3 clusters Score -6874611 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -6874689.000000 Penalty: 5220.708496
	Iteration 99Q: 3 clusters Score -6874689 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -6874762.500000 Penalty: 5220.708496
	Iteration 100F: 3 clusters Score -6874762 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -6874838.500000 Penalty: 5220.708496
	Iteration 101Q: 3 clusters Score -6874838 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -6874942.500000 Penalty: 5220.708496
	Iteration 102Q: 3 clusters Score -6874942 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -6875037.500000 Penalty: 5220.708496
	Iteration 103Q: 3 clusters Score -6875038 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -6875137.000000 Penalty: 5220.708496
	Iteration 104Q: 3 clusters Score -6875137 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -6875208.000000 Penalty: 5220.708496
	Iteration 105Q: 3 clusters Score -6875208 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -6875264.000000 Penalty: 5220.708496
	Iteration 106Q: 3 clusters Score -6875264 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -6875329.000000 Penalty: 5220.708496
	Iteration 107Q: 3 clusters Score -6875329 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -6875368.500000 Penalty: 5220.708496
	Iteration 108Q: 3 clusters Score -6875368 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -6875421.500000 Penalty: 5220.708496
	Iteration 109Q: 3 clusters Score -6875422 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -6875488.000000 Penalty: 5220.708496
	Iteration 110Q: 3 clusters Score -6875488 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -6875538.500000 Penalty: 5220.708496
	Iteration 111Q: 3 clusters Score -6875538 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -6875579.000000 Penalty: 5220.708496
	Iteration 112Q: 3 clusters Score -6875579 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -6875662.500000 Penalty: 5220.708496
	Iteration 113Q: 3 clusters Score -6875662 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -6875729.000000 Penalty: 5220.708496
	Iteration 114Q: 3 clusters Score -6875729 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -6875787.500000 Penalty: 5220.708496
	Iteration 115Q: 3 clusters Score -6875788 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -6875853.500000 Penalty: 5220.708496
	Iteration 116Q: 3 clusters Score -6875854 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -6875915.500000 Penalty: 5220.708496
	Iteration 117Q: 3 clusters Score -6875916 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6875972.000000 Penalty: 5220.708496
	Iteration 118Q: 3 clusters Score -6875972 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -6876036.000000 Penalty: 5220.708496
	Iteration 119Q: 3 clusters Score -6876036 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -6876071.500000 Penalty: 5220.708496
	Iteration 120F: 3 clusters Score -6876072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -6876075.500000 Penalty: 5220.708496
	Iteration 121Q: 3 clusters Score -6876076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -6876115.500000 Penalty: 5220.708496
	Iteration 122Q: 3 clusters Score -6876116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -6876148.000000 Penalty: 5220.708496
	Iteration 123Q: 3 clusters Score -6876148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -6876174.500000 Penalty: 5220.708496
	Iteration 124Q: 3 clusters Score -6876174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -6876185.500000 Penalty: 5220.708496
	Iteration 125Q: 3 clusters Score -6876186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -6876207.000000 Penalty: 5220.708496
	Iteration 126Q: 3 clusters Score -6876207 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -6876231.000000 Penalty: 5220.708496
	Iteration 127Q: 3 clusters Score -6876231 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -6876246.500000 Penalty: 5220.708496
	Iteration 128Q: 3 clusters Score -6876246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -6876269.000000 Penalty: 5220.708496
	Iteration 129Q: 3 clusters Score -6876269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -6876286.500000 Penalty: 5220.708496
	Iteration 130Q: 3 clusters Score -6876286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -6876295.000000 Penalty: 5220.708496
	Iteration 131Q: 3 clusters Score -6876295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -6876303.500000 Penalty: 5220.708496
	Iteration 132Q: 3 clusters Score -6876304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -6876301.500000 Penalty: 5220.708496
	Iteration 133Q: 3 clusters Score -6876302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -6876304.000000 Penalty: 5220.708496
	Iteration 134Q: 3 clusters Score -6876304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -6876317.500000 Penalty: 5220.708496
	Iteration 135Q: 3 clusters Score -6876318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -6876324.000000 Penalty: 5220.708496
	Iteration 136Q: 3 clusters Score -6876324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -6876330.000000 Penalty: 5220.708496
	Iteration 137Q: 3 clusters Score -6876330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -6876330.000000 Penalty: 5220.708496
	Iteration 138Q: 3 clusters Score -6876330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -6876332.000000 Penalty: 5220.708496
	Iteration 139Q: 3 clusters Score -6876332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -6876344.500000 Penalty: 5220.708496
	Iteration 140F: 3 clusters Score -6876344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -6876357.500000 Penalty: 5220.708496
	Iteration 141Q: 3 clusters Score -6876358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -6876366.500000 Penalty: 5220.708496
	Iteration 142Q: 3 clusters Score -6876366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -6876370.500000 Penalty: 5220.708496
	Iteration 143Q: 3 clusters Score -6876370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -6876374.500000 Penalty: 5220.708496
	Iteration 144Q: 3 clusters Score -6876374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -6876382.500000 Penalty: 5220.708496
	Iteration 145Q: 3 clusters Score -6876382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -6876385.500000 Penalty: 5220.708496
	Iteration 146Q: 3 clusters Score -6876386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -6876394.500000 Penalty: 5220.708496
	Iteration 147Q: 3 clusters Score -6876394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -6876400.500000 Penalty: 5220.708496
	Iteration 148Q: 3 clusters Score -6876400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -6876401.000000 Penalty: 5220.708496
	Iteration 149Q: 3 clusters Score -6876401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -6876408.500000 Penalty: 5220.708496
	Iteration 150Q: 3 clusters Score -6876408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -6876405.500000 Penalty: 5220.708496
	Iteration 151Q: 3 clusters Score -6876406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -6876406.000000 Penalty: 5220.708496
	Iteration 152Q: 3 clusters Score -6876406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -6876407.000000 Penalty: 5220.708496
	Iteration 153Q: 3 clusters Score -6876407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -6876407.000000 Penalty: 5220.708496
	Iteration 154F: 3 clusters Score -6876407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Entering Unmasked Estep 
Score: -5944845.500000 Penalty: 2572.958740
	Iteration 0F: 2 clusters Score -5944846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -5923080.000000 Penalty: 5145.917480
	Iteration 0F: 3 clusters Score -5923080 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -5930992.000000 Penalty: 5145.917480
	Iteration 1F: 3 clusters Score -5930992 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -5931755.500000 Penalty: 5145.917480
	Iteration 2Q: 3 clusters Score -5931756 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -5932836.500000 Penalty: 5145.917480
	Iteration 3Q: 3 clusters Score -5932836 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -5934260.000000 Penalty: 5145.917480
	Iteration 4Q: 3 clusters Score -5934260 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5935679.500000 Penalty: 5145.917480
	Iteration 5F: 3 clusters Score -5935680 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -5936977.000000 Penalty: 5145.917480
	Iteration 6F: 3 clusters Score -5936977 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -5938435.000000 Penalty: 5145.917480
	Iteration 7F: 3 clusters Score -5938435 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -5940109.500000 Penalty: 5145.917480
	Iteration 8F: 3 clusters Score -5940110 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5941621.500000 Penalty: 5145.917480
	Iteration 9F: 3 clusters Score -5941622 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -5942773.500000 Penalty: 5145.917480
	Iteration 10F: 3 clusters Score -5942774 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -5943458.500000 Penalty: 5145.917480
	Iteration 11Q: 3 clusters Score -5943458 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -5943869.000000 Penalty: 5145.917480
	Iteration 12Q: 3 clusters Score -5943869 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -5944120.000000 Penalty: 5145.917480
	Iteration 13Q: 3 clusters Score -5944120 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5944252.500000 Penalty: 5145.917480
	Iteration 14Q: 3 clusters Score -5944252 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -5944379.000000 Penalty: 5145.917480
	Iteration 15Q: 3 clusters Score -5944379 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -5944424.000000 Penalty: 5145.917480
	Iteration 16Q: 3 clusters Score -5944424 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -5944438.000000 Penalty: 5145.917480
	Iteration 17Q: 3 clusters Score -5944438 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -5944442.000000 Penalty: 5145.917480
	Iteration 18Q: 3 clusters Score -5944442 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5944460.500000 Penalty: 5145.917480
	Iteration 19Q: 3 clusters Score -5944460 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -5944460.500000 Penalty: 5145.917480
	Iteration 20F: 3 clusters Score -5944460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -5944464.500000 Penalty: 5145.917480
	Iteration 21Q: 3 clusters Score -5944464 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -5944498.000000 Penalty: 5145.917480
	Iteration 22Q: 3 clusters Score -5944498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -5944501.500000 Penalty: 5145.917480
	Iteration 23Q: 3 clusters Score -5944502 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -5944516.000000 Penalty: 5145.917480
	Iteration 24Q: 3 clusters Score -5944516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -5944536.500000 Penalty: 5145.917480
	Iteration 25Q: 3 clusters Score -5944536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -5944543.500000 Penalty: 5145.917480
	Iteration 26Q: 3 clusters Score -5944544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -5944568.000000 Penalty: 5145.917480
	Iteration 27Q: 3 clusters Score -5944568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -5944579.000000 Penalty: 5145.917480
	Iteration 28Q: 3 clusters Score -5944579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -5944585.000000 Penalty: 5145.917480
	Iteration 29Q: 3 clusters Score -5944585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5944581.500000 Penalty: 5145.917480
	Iteration 30Q: 3 clusters Score -5944582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -5944593.000000 Penalty: 5145.917480
	Iteration 31Q: 3 clusters Score -5944593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -5944595.000000 Penalty: 5145.917480
	Iteration 32Q: 3 clusters Score -5944595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -5944583.000000 Penalty: 5145.917480
	Iteration 33Q: 3 clusters Score -5944583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5944595.000000 Penalty: 5145.917480
	Iteration 34Q: 3 clusters Score -5944595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -5944589.500000 Penalty: 5145.917480
	Iteration 35Q: 3 clusters Score -5944590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -5944581.000000 Penalty: 5145.917480
	Iteration 36Q: 3 clusters Score -5944581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -5944589.500000 Penalty: 5145.917480
	Iteration 37Q: 3 clusters Score -5944590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -5944602.000000 Penalty: 5145.917480
	Iteration 38Q: 3 clusters Score -5944602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -5944612.500000 Penalty: 5145.917480
	Iteration 39Q: 3 clusters Score -5944612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -5944612.500000 Penalty: 5145.917480
	Iteration 40F: 3 clusters Score -5944612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -5944621.500000 Penalty: 5145.917480
	Iteration 41Q: 3 clusters Score -5944622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5944614.500000 Penalty: 5145.917480
	Iteration 42Q: 3 clusters Score -5944614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -5944616.500000 Penalty: 5145.917480
	Iteration 43Q: 3 clusters Score -5944616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -5944611.000000 Penalty: 5145.917480
	Iteration 44Q: 3 clusters Score -5944611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5944624.000000 Penalty: 5145.917480
	Iteration 45Q: 3 clusters Score -5944624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5944612.000000 Penalty: 5145.917480
	Iteration 46Q: 3 clusters Score -5944612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -5944622.500000 Penalty: 5145.917480
	Iteration 47Q: 3 clusters Score -5944622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -5944610.000000 Penalty: 5145.917480
	Iteration 48Q: 3 clusters Score -5944610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -5944619.500000 Penalty: 5145.917480
	Iteration 49Q: 3 clusters Score -5944620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5944623.500000 Penalty: 5145.917480
	Iteration 50Q: 3 clusters Score -5944624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -5944607.000000 Penalty: 5145.917480
	Iteration 51Q: 3 clusters Score -5944607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -5944603.000000 Penalty: 5145.917480
	Iteration 52Q: 3 clusters Score -5944603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -5944614.500000 Penalty: 5145.917480
	Iteration 53Q: 3 clusters Score -5944614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -5944625.500000 Penalty: 5145.917480
	Iteration 54Q: 3 clusters Score -5944626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5944616.000000 Penalty: 5145.917480
	Iteration 55Q: 3 clusters Score -5944616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -5944612.500000 Penalty: 5145.917480
	Iteration 56Q: 3 clusters Score -5944612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5944619.500000 Penalty: 5145.917480
	Iteration 57Q: 3 clusters Score -5944620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -5944634.000000 Penalty: 5145.917480
	Iteration 58Q: 3 clusters Score -5944634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -5944633.500000 Penalty: 5145.917480
	Iteration 59Q: 3 clusters Score -5944634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5944643.000000 Penalty: 5145.917480
	Iteration 60F: 3 clusters Score -5944643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -5944641.000000 Penalty: 5145.917480
	Iteration 61Q: 3 clusters Score -5944641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -5944632.500000 Penalty: 5145.917480
	Iteration 62Q: 3 clusters Score -5944632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -5944643.000000 Penalty: 5145.917480
	Iteration 63Q: 3 clusters Score -5944643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5944654.000000 Penalty: 5145.917480
	Iteration 64Q: 3 clusters Score -5944654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -5944662.000000 Penalty: 5145.917480
	Iteration 65Q: 3 clusters Score -5944662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -5944652.500000 Penalty: 5145.917480
	Iteration 66Q: 3 clusters Score -5944652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -5944652.500000 Penalty: 5145.917480
	Iteration 67Q: 3 clusters Score -5944652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5944648.000000 Penalty: 5145.917480
	Iteration 68Q: 3 clusters Score -5944648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -5944658.000000 Penalty: 5145.917480
	Iteration 69Q: 3 clusters Score -5944658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -5944655.500000 Penalty: 5145.917480
	Iteration 70Q: 3 clusters Score -5944656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -5944651.000000 Penalty: 5145.917480
	Iteration 71Q: 3 clusters Score -5944651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5944648.500000 Penalty: 5145.917480
	Iteration 72Q: 3 clusters Score -5944648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -5944653.000000 Penalty: 5145.917480
	Iteration 73Q: 3 clusters Score -5944653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -5944648.500000 Penalty: 5145.917480
	Iteration 74Q: 3 clusters Score -5944648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5944660.500000 Penalty: 5145.917480
	Iteration 75Q: 3 clusters Score -5944660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5944660.000000 Penalty: 5145.917480
	Iteration 76Q: 3 clusters Score -5944660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -5944659.500000 Penalty: 5145.917480
	Iteration 77Q: 3 clusters Score -5944660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -5944654.500000 Penalty: 5145.917480
	Iteration 78Q: 3 clusters Score -5944654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -5944661.500000 Penalty: 5145.917480
	Iteration 79Q: 3 clusters Score -5944662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -5944659.000000 Penalty: 5145.917480
	Iteration 80F: 3 clusters Score -5944659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -5944660.500000 Penalty: 5145.917480
	Iteration 81Q: 3 clusters Score -5944660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -5944660.000000 Penalty: 5145.917480
	Iteration 82Q: 3 clusters Score -5944660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -5944658.000000 Penalty: 5145.917480
	Iteration 83Q: 3 clusters Score -5944658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -5944662.500000 Penalty: 5145.917480
	Iteration 84Q: 3 clusters Score -5944662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -5944667.000000 Penalty: 5145.917480
	Iteration 85Q: 3 clusters Score -5944667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5944672.000000 Penalty: 5145.917480
	Iteration 86Q: 3 clusters Score -5944672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5944669.000000 Penalty: 5145.917480
	Iteration 87Q: 3 clusters Score -5944669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -5944660.000000 Penalty: 5145.917480
	Iteration 88Q: 3 clusters Score -5944660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -5944665.000000 Penalty: 5145.917480
	Iteration 89Q: 3 clusters Score -5944665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -5944665.500000 Penalty: 5145.917480
	Iteration 90Q: 3 clusters Score -5944666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -5944654.000000 Penalty: 5145.917480
	Iteration 91Q: 3 clusters Score -5944654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -5944660.000000 Penalty: 5145.917480
	Iteration 92Q: 3 clusters Score -5944660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5944657.000000 Penalty: 5145.917480
	Iteration 93Q: 3 clusters Score -5944657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5944661.500000 Penalty: 5145.917480
	Iteration 94Q: 3 clusters Score -5944662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -5944659.000000 Penalty: 5145.917480
	Iteration 95Q: 3 clusters Score -5944659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -5944653.000000 Penalty: 5145.917480
	Iteration 96Q: 3 clusters Score -5944653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5944652.500000 Penalty: 5145.917480
	Iteration 97Q: 3 clusters Score -5944652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -5944656.000000 Penalty: 5145.917480
	Iteration 98Q: 3 clusters Score -5944656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -5944656.000000 Penalty: 5145.917480
	Iteration 99F: 3 clusters Score -5944656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Entering Unmasked Estep 
Score: -8377069.500000 Penalty: 2656.325439
	Iteration 0F: 2 clusters Score -8377070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -8347055.500000 Penalty: 5312.650879
	Iteration 0F: 3 clusters Score -8347056 nChanged 20575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -8358379.500000 Penalty: 5312.650879
	Iteration 1F: 3 clusters Score -8358380 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -8358809.000000 Penalty: 5312.650879
	Iteration 2Q: 3 clusters Score -8358809 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -8359190.500000 Penalty: 5312.650879
	Iteration 3Q: 3 clusters Score -8359190 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -8359509.500000 Penalty: 5312.650879
	Iteration 4Q: 3 clusters Score -8359510 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -8359862.500000 Penalty: 5312.650879
	Iteration 5Q: 3 clusters Score -8359862 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -8360194.500000 Penalty: 5312.650879
	Iteration 6Q: 3 clusters Score -8360194 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -8360624.500000 Penalty: 5312.650879
	Iteration 7Q: 3 clusters Score -8360624 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -8361103.000000 Penalty: 5312.650879
	Iteration 8Q: 3 clusters Score -8361103 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -8361773.500000 Penalty: 5312.650879
	Iteration 9Q: 3 clusters Score -8361774 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -8362655.000000 Penalty: 5312.650879
	Iteration 10Q: 3 clusters Score -8362655 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -8364027.000000 Penalty: 5312.650879
	Iteration 11Q: 3 clusters Score -8364027 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -8365813.500000 Penalty: 5312.650879
	Iteration 12F: 3 clusters Score -8365814 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -8367800.000000 Penalty: 5312.650879
	Iteration 13F: 3 clusters Score -8367800 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -8369548.500000 Penalty: 5312.650879
	Iteration 14F: 3 clusters Score -8369548 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -8370900.500000 Penalty: 5312.650879
	Iteration 15Q: 3 clusters Score -8370900 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -8371923.500000 Penalty: 5312.650879
	Iteration 16Q: 3 clusters Score -8371924 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8372578.500000 Penalty: 5312.650879
	Iteration 17Q: 3 clusters Score -8372578 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8373152.000000 Penalty: 5312.650879
	Iteration 18Q: 3 clusters Score -8373152 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8373570.500000 Penalty: 5312.650879
	Iteration 19Q: 3 clusters Score -8373570 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8373848.500000 Penalty: 5312.650879
	Iteration 20F: 3 clusters Score -8373848 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8374086.500000 Penalty: 5312.650879
	Iteration 21Q: 3 clusters Score -8374086 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8374273.000000 Penalty: 5312.650879
	Iteration 22Q: 3 clusters Score -8374273 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8374361.000000 Penalty: 5312.650879
	Iteration 23Q: 3 clusters Score -8374361 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8374435.000000 Penalty: 5312.650879
	Iteration 24Q: 3 clusters Score -8374435 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8374502.000000 Penalty: 5312.650879
	Iteration 25Q: 3 clusters Score -8374502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8374568.500000 Penalty: 5312.650879
	Iteration 26Q: 3 clusters Score -8374568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8374615.500000 Penalty: 5312.650879
	Iteration 27Q: 3 clusters Score -8374616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8374635.000000 Penalty: 5312.650879
	Iteration 28Q: 3 clusters Score -8374635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8374664.500000 Penalty: 5312.650879
	Iteration 29Q: 3 clusters Score -8374664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8374694.000000 Penalty: 5312.650879
	Iteration 30Q: 3 clusters Score -8374694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8374698.000000 Penalty: 5312.650879
	Iteration 31Q: 3 clusters Score -8374698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8374706.000000 Penalty: 5312.650879
	Iteration 32Q: 3 clusters Score -8374706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8374719.500000 Penalty: 5312.650879
	Iteration 33Q: 3 clusters Score -8374720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8374723.000000 Penalty: 5312.650879
	Iteration 34Q: 3 clusters Score -8374723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8374730.500000 Penalty: 5312.650879
	Iteration 35Q: 3 clusters Score -8374730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8374738.000000 Penalty: 5312.650879
	Iteration 36Q: 3 clusters Score -8374738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8374738.000000 Penalty: 5312.650879
	Iteration 37Q: 3 clusters Score -8374738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8374754.000000 Penalty: 5312.650879
	Iteration 38Q: 3 clusters Score -8374754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8374766.500000 Penalty: 5312.650879
	Iteration 39Q: 3 clusters Score -8374766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8374762.000000 Penalty: 5312.650879
	Iteration 40F: 3 clusters Score -8374762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8374768.500000 Penalty: 5312.650879
	Iteration 41Q: 3 clusters Score -8374768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8374770.000000 Penalty: 5312.650879
	Iteration 42Q: 3 clusters Score -8374770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8374768.500000 Penalty: 5312.650879
	Iteration 43Q: 3 clusters Score -8374768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8374768.000000 Penalty: 5312.650879
	Iteration 44Q: 3 clusters Score -8374768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8374774.500000 Penalty: 5312.650879
	Iteration 45Q: 3 clusters Score -8374774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8374772.000000 Penalty: 5312.650879
	Iteration 46Q: 3 clusters Score -8374772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8374774.500000 Penalty: 5312.650879
	Iteration 47Q: 3 clusters Score -8374774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8374779.000000 Penalty: 5312.650879
	Iteration 48Q: 3 clusters Score -8374779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8374781.500000 Penalty: 5312.650879
	Iteration 49Q: 3 clusters Score -8374782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8374767.500000 Penalty: 5312.650879
	Iteration 50Q: 3 clusters Score -8374768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8374770.500000 Penalty: 5312.650879
	Iteration 51Q: 3 clusters Score -8374770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8374770.500000 Penalty: 5312.650879
	Iteration 52F: 3 clusters Score -8374770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Entering Unmasked Estep 
Score: -6853522.000000 Penalty: 2606.875244
	Iteration 0F: 2 clusters Score -6853522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -6828822.500000 Penalty: 5213.750488
	Iteration 0F: 3 clusters Score -6828822 nChanged 16662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -6837625.000000 Penalty: 5213.750488
	Iteration 1F: 3 clusters Score -6837625 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -6837953.500000 Penalty: 5213.750488
	Iteration 2Q: 3 clusters Score -6837954 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -6838303.000000 Penalty: 5213.750488
	Iteration 3Q: 3 clusters Score -6838303 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -6838572.000000 Penalty: 5213.750488
	Iteration 4Q: 3 clusters Score -6838572 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -6838879.500000 Penalty: 5213.750488
	Iteration 5Q: 3 clusters Score -6838880 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -6839177.000000 Penalty: 5213.750488
	Iteration 6Q: 3 clusters Score -6839177 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -6839593.500000 Penalty: 5213.750488
	Iteration 7Q: 3 clusters Score -6839594 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -6840093.000000 Penalty: 5213.750488
	Iteration 8Q: 3 clusters Score -6840093 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -6840799.500000 Penalty: 5213.750488
	Iteration 9Q: 3 clusters Score -6840800 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -6841760.500000 Penalty: 5213.750488
	Iteration 10Q: 3 clusters Score -6841760 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -6843228.000000 Penalty: 5213.750488
	Iteration 11F: 3 clusters Score -6843228 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -6845089.000000 Penalty: 5213.750488
	Iteration 12F: 3 clusters Score -6845089 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -6847079.500000 Penalty: 5213.750488
	Iteration 13F: 3 clusters Score -6847080 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -6848784.500000 Penalty: 5213.750488
	Iteration 14F: 3 clusters Score -6848784 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -6849860.000000 Penalty: 5213.750488
	Iteration 15Q: 3 clusters Score -6849860 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -6850500.000000 Penalty: 5213.750488
	Iteration 16Q: 3 clusters Score -6850500 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -6850816.500000 Penalty: 5213.750488
	Iteration 17Q: 3 clusters Score -6850816 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -6850985.000000 Penalty: 5213.750488
	Iteration 18Q: 3 clusters Score -6850985 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -6851109.000000 Penalty: 5213.750488
	Iteration 19Q: 3 clusters Score -6851109 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -6851181.500000 Penalty: 5213.750488
	Iteration 20F: 3 clusters Score -6851182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -6851204.500000 Penalty: 5213.750488
	Iteration 21Q: 3 clusters Score -6851204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -6851240.000000 Penalty: 5213.750488
	Iteration 22Q: 3 clusters Score -6851240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -6851261.500000 Penalty: 5213.750488
	Iteration 23Q: 3 clusters Score -6851262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -6851271.500000 Penalty: 5213.750488
	Iteration 24Q: 3 clusters Score -6851272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -6851288.500000 Penalty: 5213.750488
	Iteration 25Q: 3 clusters Score -6851288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -6851286.000000 Penalty: 5213.750488
	Iteration 26Q: 3 clusters Score -6851286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -6851287.500000 Penalty: 5213.750488
	Iteration 27Q: 3 clusters Score -6851288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -6851291.500000 Penalty: 5213.750488
	Iteration 28Q: 3 clusters Score -6851292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -6851287.500000 Penalty: 5213.750488
	Iteration 29Q: 3 clusters Score -6851288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -6851293.500000 Penalty: 5213.750488
	Iteration 30Q: 3 clusters Score -6851294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -6851297.500000 Penalty: 5213.750488
	Iteration 31Q: 3 clusters Score -6851298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -6851298.000000 Penalty: 5213.750488
	Iteration 32Q: 3 clusters Score -6851298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -6851298.000000 Penalty: 5213.750488
	Iteration 33F: 3 clusters Score -6851298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Entering Unmasked Estep 
Score: -9339894.000000 Penalty: 2683.007324
	Iteration 0F: 2 clusters Score -9339894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -9307835.000000 Penalty: 5366.014648
	Iteration 0F: 3 clusters Score -9307835 nChanged 23115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -9320866.000000 Penalty: 5366.014648
	Iteration 1F: 3 clusters Score -9320866 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -9321616.000000 Penalty: 5366.014648
	Iteration 2Q: 3 clusters Score -9321616 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -9322470.000000 Penalty: 5366.014648
	Iteration 3Q: 3 clusters Score -9322470 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -9323763.000000 Penalty: 5366.014648
	Iteration 4F: 3 clusters Score -9323763 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -9325345.000000 Penalty: 5366.014648
	Iteration 5F: 3 clusters Score -9325345 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -9327415.000000 Penalty: 5366.014648
	Iteration 6F: 3 clusters Score -9327415 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -9329855.000000 Penalty: 5366.014648
	Iteration 7F: 3 clusters Score -9329855 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -9332114.000000 Penalty: 5366.014648
	Iteration 8Q: 3 clusters Score -9332114 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -9333765.000000 Penalty: 5366.014648
	Iteration 9Q: 3 clusters Score -9333765 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -9334596.000000 Penalty: 5366.014648
	Iteration 10Q: 3 clusters Score -9334596 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -9335038.000000 Penalty: 5366.014648
	Iteration 11Q: 3 clusters Score -9335038 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -9335410.000000 Penalty: 5366.014648
	Iteration 12Q: 3 clusters Score -9335410 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -9335688.000000 Penalty: 5366.014648
	Iteration 13Q: 3 clusters Score -9335688 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -9336011.000000 Penalty: 5366.014648
	Iteration 14Q: 3 clusters Score -9336011 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -9336272.000000 Penalty: 5366.014648
	Iteration 15Q: 3 clusters Score -9336272 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -9336581.000000 Penalty: 5366.014648
	Iteration 16Q: 3 clusters Score -9336581 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -9336849.000000 Penalty: 5366.014648
	Iteration 17Q: 3 clusters Score -9336849 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -9337137.000000 Penalty: 5366.014648
	Iteration 18Q: 3 clusters Score -9337137 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -9337239.000000 Penalty: 5366.014648
	Iteration 19Q: 3 clusters Score -9337239 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -9337462.000000 Penalty: 5366.014648
	Iteration 20F: 3 clusters Score -9337462 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -9337529.000000 Penalty: 5366.014648
	Iteration 21Q: 3 clusters Score -9337529 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -9337630.000000 Penalty: 5366.014648
	Iteration 22Q: 3 clusters Score -9337630 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -9337626.000000 Penalty: 5366.014648
	Iteration 23Q: 3 clusters Score -9337626 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -9337698.000000 Penalty: 5366.014648
	Iteration 24Q: 3 clusters Score -9337698 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -9337687.000000 Penalty: 5366.014648
	Iteration 25Q: 3 clusters Score -9337687 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -9337696.000000 Penalty: 5366.014648
	Iteration 26Q: 3 clusters Score -9337696 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -9337695.000000 Penalty: 5366.014648
	Iteration 27Q: 3 clusters Score -9337695 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -9337731.000000 Penalty: 5366.014648
	Iteration 28Q: 3 clusters Score -9337731 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -9337759.000000 Penalty: 5366.014648
	Iteration 29Q: 3 clusters Score -9337759 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -9337696.000000 Penalty: 5366.014648
	Iteration 30Q: 3 clusters Score -9337696 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -9337780.000000 Penalty: 5366.014648
	Iteration 31Q: 3 clusters Score -9337780 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -9337826.000000 Penalty: 5366.014648
	Iteration 32Q: 3 clusters Score -9337826 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -9337843.000000 Penalty: 5366.014648
	Iteration 33Q: 3 clusters Score -9337843 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -9337843.000000 Penalty: 5366.014648
	Iteration 34Q: 3 clusters Score -9337843 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -9337855.000000 Penalty: 5366.014648
	Iteration 35Q: 3 clusters Score -9337855 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -9337854.000000 Penalty: 5366.014648
	Iteration 36Q: 3 clusters Score -9337854 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -9337881.000000 Penalty: 5366.014648
	Iteration 37Q: 3 clusters Score -9337881 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -9337893.000000 Penalty: 5366.014648
	Iteration 38Q: 3 clusters Score -9337893 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -9337899.000000 Penalty: 5366.014648
	Iteration 39Q: 3 clusters Score -9337899 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -9337897.000000 Penalty: 5366.014648
	Iteration 40F: 3 clusters Score -9337897 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -9337951.000000 Penalty: 5366.014648
	Iteration 41Q: 3 clusters Score -9337951 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -9337950.000000 Penalty: 5366.014648
	Iteration 42Q: 3 clusters Score -9337950 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -9337938.000000 Penalty: 5366.014648
	Iteration 43Q: 3 clusters Score -9337938 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -9337953.000000 Penalty: 5366.014648
	Iteration 44Q: 3 clusters Score -9337953 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -9337937.000000 Penalty: 5366.014648
	Iteration 45Q: 3 clusters Score -9337937 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -9337972.000000 Penalty: 5366.014648
	Iteration 46Q: 3 clusters Score -9337972 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -9338014.000000 Penalty: 5366.014648
	Iteration 47Q: 3 clusters Score -9338014 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -9338028.000000 Penalty: 5366.014648
	Iteration 48Q: 3 clusters Score -9338028 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -9338031.000000 Penalty: 5366.014648
	Iteration 49Q: 3 clusters Score -9338031 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -9338055.000000 Penalty: 5366.014648
	Iteration 50Q: 3 clusters Score -9338055 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -9338067.000000 Penalty: 5366.014648
	Iteration 51Q: 3 clusters Score -9338067 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -9338068.000000 Penalty: 5366.014648
	Iteration 52Q: 3 clusters Score -9338068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -9338033.000000 Penalty: 5366.014648
	Iteration 53Q: 3 clusters Score -9338033 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -9338015.000000 Penalty: 5366.014648
	Iteration 54Q: 3 clusters Score -9338015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -9338022.000000 Penalty: 5366.014648
	Iteration 55Q: 3 clusters Score -9338022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -9338028.000000 Penalty: 5366.014648
	Iteration 56Q: 3 clusters Score -9338028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -9338009.000000 Penalty: 5366.014648
	Iteration 57Q: 3 clusters Score -9338009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -9338033.000000 Penalty: 5366.014648
	Iteration 58Q: 3 clusters Score -9338033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -9338023.000000 Penalty: 5366.014648
	Iteration 59Q: 3 clusters Score -9338023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -9338013.000000 Penalty: 5366.014648
	Iteration 60F: 3 clusters Score -9338013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -9338025.000000 Penalty: 5366.014648
	Iteration 61Q: 3 clusters Score -9338025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -9338025.000000 Penalty: 5366.014648
	Iteration 62F: 3 clusters Score -9338025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 52371 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48467 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7499 members 
Mstep: Class 8 contains 23894 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26127 members 
Mstep: Class 12 contains 5422 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 48311 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52664 members 
Mstep: Class 19 contains 32113 members 
Mstep: Class 20 contains 50372 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 37258 members 
Mstep: Class 23 contains 32043 members 
Mstep: Class 24 contains 44846 members 
Mstep: Class 25 contains 36739 members 
Mstep: Class 26 contains 49940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190496.000000 Penalty: 85816.687500
Iteration 439Q: 27 clusters Score -1.101905e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 52255 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48497 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7507 members 
Mstep: Class 8 contains 23967 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26078 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 48288 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52675 members 
Mstep: Class 19 contains 32102 members 
Mstep: Class 20 contains 50319 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 37385 members 
Mstep: Class 23 contains 32287 members 
Mstep: Class 24 contains 44749 members 
Mstep: Class 25 contains 36584 members 
Mstep: Class 26 contains 49965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190368.000000 Penalty: 85816.687500
Iteration 440F: 27 clusters Score -1.101904e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 52184 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48508 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7512 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 26022 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 48260 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52652 members 
Mstep: Class 19 contains 32085 members 
Mstep: Class 20 contains 50310 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 37496 members 
Mstep: Class 23 contains 32518 members 
Mstep: Class 24 contains 44685 members 
Mstep: Class 25 contains 36394 members 
Mstep: Class 26 contains 49981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190624.000000 Penalty: 85816.687500
Iteration 441Q: 27 clusters Score -1.101906e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 52101 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48528 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7516 members 
Mstep: Class 8 contains 24134 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25957 members 
Mstep: Class 12 contains 5417 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 48220 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52612 members 
Mstep: Class 19 contains 32071 members 
Mstep: Class 20 contains 50301 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 37623 members 
Mstep: Class 23 contains 32722 members 
Mstep: Class 24 contains 44633 members 
Mstep: Class 25 contains 36227 members 
Mstep: Class 26 contains 49985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190664.000000 Penalty: 85816.687500
Iteration 442Q: 27 clusters Score -1.101907e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 51975 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48549 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7525 members 
Mstep: Class 8 contains 24209 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25894 members 
Mstep: Class 12 contains 5419 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 48178 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52590 members 
Mstep: Class 19 contains 32062 members 
Mstep: Class 20 contains 50249 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 37745 members 
Mstep: Class 23 contains 32894 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 36077 members 
Mstep: Class 26 contains 50030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190952.000000 Penalty: 85816.687500
Iteration 443Q: 27 clusters Score -1.10191e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 51873 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48587 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7534 members 
Mstep: Class 8 contains 24295 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25835 members 
Mstep: Class 12 contains 5423 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 48134 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52557 members 
Mstep: Class 19 contains 32047 members 
Mstep: Class 20 contains 50200 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 37872 members 
Mstep: Class 23 contains 33077 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 35898 members 
Mstep: Class 26 contains 50024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191288.000000 Penalty: 85816.687500
Iteration 444Q: 27 clusters Score -1.101913e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 51771 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48609 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7536 members 
Mstep: Class 8 contains 24371 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25759 members 
Mstep: Class 12 contains 5417 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 48130 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52527 members 
Mstep: Class 19 contains 32035 members 
Mstep: Class 20 contains 50160 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 38030 members 
Mstep: Class 23 contains 33267 members 
Mstep: Class 24 contains 44608 members 
Mstep: Class 25 contains 35724 members 
Mstep: Class 26 contains 50009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191256.000000 Penalty: 85816.687500
Iteration 445Q: 27 clusters Score -1.101913e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 51717 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48652 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7543 members 
Mstep: Class 8 contains 24444 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25686 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 48070 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52481 members 
Mstep: Class 19 contains 32026 members 
Mstep: Class 20 contains 50113 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 38158 members 
Mstep: Class 23 contains 33483 members 
Mstep: Class 24 contains 44559 members 
Mstep: Class 25 contains 35550 members 
Mstep: Class 26 contains 50003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191152.000000 Penalty: 85816.687500
Iteration 446Q: 27 clusters Score -1.101912e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 51653 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48692 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7544 members 
Mstep: Class 8 contains 24531 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25607 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 47988 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52453 members 
Mstep: Class 19 contains 32003 members 
Mstep: Class 20 contains 50076 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 38294 members 
Mstep: Class 23 contains 33702 members 
Mstep: Class 24 contains 44548 members 
Mstep: Class 25 contains 35352 members 
Mstep: Class 26 contains 50010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191312.000000 Penalty: 85816.687500
Iteration 447Q: 27 clusters Score -1.101913e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 51572 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48729 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7545 members 
Mstep: Class 8 contains 24597 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25543 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 47947 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52404 members 
Mstep: Class 19 contains 31984 members 
Mstep: Class 20 contains 50051 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 38431 members 
Mstep: Class 23 contains 33888 members 
Mstep: Class 24 contains 44537 members 
Mstep: Class 25 contains 35177 members 
Mstep: Class 26 contains 50010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191520.000000 Penalty: 85816.687500
Iteration 448Q: 27 clusters Score -1.101915e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 51469 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48725 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7544 members 
Mstep: Class 8 contains 24677 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25473 members 
Mstep: Class 12 contains 5401 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 47944 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52376 members 
Mstep: Class 19 contains 31958 members 
Mstep: Class 20 contains 50019 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38573 members 
Mstep: Class 23 contains 34098 members 
Mstep: Class 24 contains 44547 members 
Mstep: Class 25 contains 34972 members 
Mstep: Class 26 contains 49979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191496.000000 Penalty: 85816.687500
Iteration 449Q: 27 clusters Score -1.101915e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 51381 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48684 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7538 members 
Mstep: Class 8 contains 24751 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25404 members 
Mstep: Class 12 contains 5401 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 47917 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52338 members 
Mstep: Class 19 contains 31945 members 
Mstep: Class 20 contains 50014 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38686 members 
Mstep: Class 23 contains 34318 members 
Mstep: Class 24 contains 44535 members 
Mstep: Class 25 contains 34774 members 
Mstep: Class 26 contains 49979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191584.000000 Penalty: 85816.687500
Iteration 450Q: 27 clusters Score -1.101916e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 51293 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48649 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7545 members 
Mstep: Class 8 contains 24858 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25348 members 
Mstep: Class 12 contains 5392 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 47856 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52303 members 
Mstep: Class 19 contains 31931 members 
Mstep: Class 20 contains 50003 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38826 members 
Mstep: Class 23 contains 34524 members 
Mstep: Class 24 contains 44492 members 
Mstep: Class 25 contains 34616 members 
Mstep: Class 26 contains 49962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191768.000000 Penalty: 85816.687500
Iteration 451Q: 27 clusters Score -1.101918e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 51236 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48606 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7544 members 
Mstep: Class 8 contains 24997 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25292 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 47831 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52271 members 
Mstep: Class 19 contains 31921 members 
Mstep: Class 20 contains 49958 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38966 members 
Mstep: Class 23 contains 34689 members 
Mstep: Class 24 contains 44460 members 
Mstep: Class 25 contains 34484 members 
Mstep: Class 26 contains 49909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191952.000000 Penalty: 85816.687500
Iteration 452Q: 27 clusters Score -1.10192e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 51141 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48572 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7546 members 
Mstep: Class 8 contains 25192 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25226 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47825 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 52261 members 
Mstep: Class 19 contains 31903 members 
Mstep: Class 20 contains 49898 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 39125 members 
Mstep: Class 23 contains 34848 members 
Mstep: Class 24 contains 44458 members 
Mstep: Class 25 contains 34357 members 
Mstep: Class 26 contains 49801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192088.000000 Penalty: 85816.687500
Iteration 453Q: 27 clusters Score -1.101921e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 51039 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 48578 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7545 members 
Mstep: Class 8 contains 25402 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25155 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47781 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 52253 members 
Mstep: Class 19 contains 31880 members 
Mstep: Class 20 contains 49857 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 39259 members 
Mstep: Class 23 contains 35050 members 
Mstep: Class 24 contains 44408 members 
Mstep: Class 25 contains 34209 members 
Mstep: Class 26 contains 49734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192240.000000 Penalty: 85816.687500
Iteration 454Q: 27 clusters Score -1.101922e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 50967 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48570 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7531 members 
Mstep: Class 8 contains 25595 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25091 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47751 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52230 members 
Mstep: Class 19 contains 31860 members 
Mstep: Class 20 contains 49821 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 39405 members 
Mstep: Class 23 contains 35255 members 
Mstep: Class 24 contains 44338 members 
Mstep: Class 25 contains 34056 members 
Mstep: Class 26 contains 49672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192176.000000 Penalty: 85816.687500
Iteration 455Q: 27 clusters Score -1.101922e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 50883 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48555 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7521 members 
Mstep: Class 8 contains 25775 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 25015 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47719 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2567 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52198 members 
Mstep: Class 19 contains 31847 members 
Mstep: Class 20 contains 49791 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 39552 members 
Mstep: Class 23 contains 35431 members 
Mstep: Class 24 contains 44306 members 
Mstep: Class 25 contains 33915 members 
Mstep: Class 26 contains 49626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192456.000000 Penalty: 85816.687500
Iteration 456Q: 27 clusters Score -1.101925e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 50840 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48528 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7525 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 24940 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47653 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52175 members 
Mstep: Class 19 contains 31831 members 
Mstep: Class 20 contains 49753 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 39681 members 
Mstep: Class 23 contains 35634 members 
Mstep: Class 24 contains 44287 members 
Mstep: Class 25 contains 33749 members 
Mstep: Class 26 contains 49578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192456.000000 Penalty: 85816.687500
Iteration 457Q: 27 clusters Score -1.101925e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 50794 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48539 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7527 members 
Mstep: Class 8 contains 26135 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 24860 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47580 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2565 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52136 members 
Mstep: Class 19 contains 31811 members 
Mstep: Class 20 contains 49716 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 39842 members 
Mstep: Class 23 contains 35821 members 
Mstep: Class 24 contains 44276 members 
Mstep: Class 25 contains 33585 members 
Mstep: Class 26 contains 49505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192656.000000 Penalty: 85816.687500
Iteration 458Q: 27 clusters Score -1.101927e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 50749 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48515 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7533 members 
Mstep: Class 8 contains 26329 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 24773 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47518 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2565 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52109 members 
Mstep: Class 19 contains 31797 members 
Mstep: Class 20 contains 49698 members 
Mstep: Class 21 contains 653 members 
Mstep: Class 22 contains 40009 members 
Mstep: Class 23 contains 35970 members 
Mstep: Class 24 contains 44241 members 
Mstep: Class 25 contains 33452 members 
Mstep: Class 26 contains 49419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192912.000000 Penalty: 85816.687500
Iteration 459Q: 27 clusters Score -1.101929e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 50703 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48515 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7532 members 
Mstep: Class 8 contains 26560 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 24678 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47452 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2564 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 52080 members 
Mstep: Class 19 contains 31782 members 
Mstep: Class 20 contains 49643 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 40156 members 
Mstep: Class 23 contains 36095 members 
Mstep: Class 24 contains 44226 members 
Mstep: Class 25 contains 33333 members 
Mstep: Class 26 contains 49320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192904.000000 Penalty: 85816.687500
Iteration 460F: 27 clusters Score -1.101929e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 50700 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48542 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7527 members 
Mstep: Class 8 contains 26821 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 24574 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47335 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2562 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52049 members 
Mstep: Class 19 contains 31775 members 
Mstep: Class 20 contains 49598 members 
Mstep: Class 21 contains 653 members 
Mstep: Class 22 contains 40292 members 
Mstep: Class 23 contains 36200 members 
Mstep: Class 24 contains 44237 members 
Mstep: Class 25 contains 33226 members 
Mstep: Class 26 contains 49193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193280.000000 Penalty: 85816.687500
Iteration 461Q: 27 clusters Score -1.101933e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 50670 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48560 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7524 members 
Mstep: Class 8 contains 27092 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 24465 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47265 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2560 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52029 members 
Mstep: Class 19 contains 31772 members 
Mstep: Class 20 contains 49566 members 
Mstep: Class 21 contains 653 members 
Mstep: Class 22 contains 40398 members 
Mstep: Class 23 contains 36345 members 
Mstep: Class 24 contains 44228 members 
Mstep: Class 25 contains 33101 members 
Mstep: Class 26 contains 49091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193720.000000 Penalty: 85816.687500
Iteration 462Q: 27 clusters Score -1.101937e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 50670 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48553 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7519 members 
Mstep: Class 8 contains 27379 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 24362 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47213 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2558 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52016 members 
Mstep: Class 19 contains 31773 members 
Mstep: Class 20 contains 49509 members 
Mstep: Class 21 contains 653 members 
Mstep: Class 22 contains 40488 members 
Mstep: Class 23 contains 36496 members 
Mstep: Class 24 contains 44206 members 
Mstep: Class 25 contains 32970 members 
Mstep: Class 26 contains 48947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193776.000000 Penalty: 85816.687500
Iteration 463Q: 27 clusters Score -1.101938e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 50620 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48542 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7512 members 
Mstep: Class 8 contains 27684 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 24268 members 
Mstep: Class 12 contains 5333 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47157 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 52008 members 
Mstep: Class 19 contains 31764 members 
Mstep: Class 20 contains 49428 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 40587 members 
Mstep: Class 23 contains 36654 members 
Mstep: Class 24 contains 44170 members 
Mstep: Class 25 contains 32856 members 
Mstep: Class 26 contains 48872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193736.000000 Penalty: 85816.687500
Iteration 464Q: 27 clusters Score -1.101937e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 50626 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48542 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7503 members 
Mstep: Class 8 contains 27945 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 24195 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47119 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51969 members 
Mstep: Class 19 contains 31754 members 
Mstep: Class 20 contains 49344 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 40674 members 
Mstep: Class 23 contains 36778 members 
Mstep: Class 24 contains 44119 members 
Mstep: Class 25 contains 32752 members 
Mstep: Class 26 contains 48798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193568.000000 Penalty: 85816.687500
Iteration 465Q: 27 clusters Score -1.101936e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 50571 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48561 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7502 members 
Mstep: Class 8 contains 28270 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 24093 members 
Mstep: Class 12 contains 5316 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 47034 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51905 members 
Mstep: Class 19 contains 31751 members 
Mstep: Class 20 contains 49309 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 40761 members 
Mstep: Class 23 contains 36881 members 
Mstep: Class 24 contains 44080 members 
Mstep: Class 25 contains 32659 members 
Mstep: Class 26 contains 48739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193888.000000 Penalty: 85816.687500
Iteration 466Q: 27 clusters Score -1.101939e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 50521 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48578 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7502 members 
Mstep: Class 8 contains 28662 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 23993 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46906 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2556 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51833 members 
Mstep: Class 19 contains 31754 members 
Mstep: Class 20 contains 49300 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 40850 members 
Mstep: Class 23 contains 36979 members 
Mstep: Class 24 contains 43997 members 
Mstep: Class 25 contains 32582 members 
Mstep: Class 26 contains 48681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193856.000000 Penalty: 85816.687500
Iteration 467Q: 27 clusters Score -1.101939e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 50572 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48589 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 29040 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 23894 members 
Mstep: Class 12 contains 5324 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46750 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2556 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 51714 members 
Mstep: Class 19 contains 31752 members 
Mstep: Class 20 contains 49348 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 40938 members 
Mstep: Class 23 contains 37061 members 
Mstep: Class 24 contains 43920 members 
Mstep: Class 25 contains 32497 members 
Mstep: Class 26 contains 48603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193952.000000 Penalty: 85816.687500
Iteration 468Q: 27 clusters Score -1.10194e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 50622 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48620 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7497 members 
Mstep: Class 8 contains 29461 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 23767 members 
Mstep: Class 12 contains 5329 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46575 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2556 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51636 members 
Mstep: Class 19 contains 31738 members 
Mstep: Class 20 contains 49404 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 41049 members 
Mstep: Class 23 contains 37142 members 
Mstep: Class 24 contains 43853 members 
Mstep: Class 25 contains 32396 members 
Mstep: Class 26 contains 48420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194024.000000 Penalty: 85816.687500
Iteration 469Q: 27 clusters Score -1.10194e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 50714 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48666 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7477 members 
Mstep: Class 8 contains 29907 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 23644 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46430 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2556 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51566 members 
Mstep: Class 19 contains 31718 members 
Mstep: Class 20 contains 49375 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 41121 members 
Mstep: Class 23 contains 37230 members 
Mstep: Class 24 contains 43775 members 
Mstep: Class 25 contains 32306 members 
Mstep: Class 26 contains 48293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194080.000000 Penalty: 85816.687500
Iteration 470Q: 27 clusters Score -1.101941e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 50713 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48718 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7469 members 
Mstep: Class 8 contains 30337 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 23511 members 
Mstep: Class 12 contains 5327 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2556 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51518 members 
Mstep: Class 19 contains 31713 members 
Mstep: Class 20 contains 49382 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 41177 members 
Mstep: Class 23 contains 37295 members 
Mstep: Class 24 contains 43690 members 
Mstep: Class 25 contains 32218 members 
Mstep: Class 26 contains 48183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194296.000000 Penalty: 85816.687500
Iteration 471Q: 27 clusters Score -1.101943e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 50756 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48791 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7456 members 
Mstep: Class 8 contains 30760 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 23333 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46205 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2555 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51449 members 
Mstep: Class 19 contains 31695 members 
Mstep: Class 20 contains 49451 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 41213 members 
Mstep: Class 23 contains 37349 members 
Mstep: Class 24 contains 43643 members 
Mstep: Class 25 contains 32145 members 
Mstep: Class 26 contains 48112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194680.000000 Penalty: 85816.687500
Iteration 472Q: 27 clusters Score -1.101947e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 50880 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48865 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7444 members 
Mstep: Class 8 contains 31142 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 23142 members 
Mstep: Class 12 contains 5311 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46126 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2556 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51374 members 
Mstep: Class 19 contains 31684 members 
Mstep: Class 20 contains 49472 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 41268 members 
Mstep: Class 23 contains 37393 members 
Mstep: Class 24 contains 43615 members 
Mstep: Class 25 contains 32077 members 
Mstep: Class 26 contains 47997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194776.000000 Penalty: 85816.687500
Iteration 473Q: 27 clusters Score -1.101948e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 51055 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 48970 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7429 members 
Mstep: Class 8 contains 31426 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 22956 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45994 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2555 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51339 members 
Mstep: Class 19 contains 31679 members 
Mstep: Class 20 contains 49523 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 41309 members 
Mstep: Class 23 contains 37447 members 
Mstep: Class 24 contains 43587 members 
Mstep: Class 25 contains 32011 members 
Mstep: Class 26 contains 47867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194624.000000 Penalty: 85816.687500
Iteration 474Q: 27 clusters Score -1.101946e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 51199 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49091 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7420 members 
Mstep: Class 8 contains 31645 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 22757 members 
Mstep: Class 12 contains 5316 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45864 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51301 members 
Mstep: Class 19 contains 31685 members 
Mstep: Class 20 contains 49653 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 41328 members 
Mstep: Class 23 contains 37475 members 
Mstep: Class 24 contains 43543 members 
Mstep: Class 25 contains 31966 members 
Mstep: Class 26 contains 47768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194856.000000 Penalty: 85816.687500
Iteration 475Q: 27 clusters Score -1.101949e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 51305 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49196 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7404 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 22556 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45729 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51284 members 
Mstep: Class 19 contains 31697 members 
Mstep: Class 20 contains 49688 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 41361 members 
Mstep: Class 23 contains 37489 members 
Mstep: Class 24 contains 43521 members 
Mstep: Class 25 contains 31931 members 
Mstep: Class 26 contains 47709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194960.000000 Penalty: 85816.687500
Iteration 476Q: 27 clusters Score -1.10195e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 51453 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49278 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7384 members 
Mstep: Class 8 contains 31939 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 22353 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45561 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51259 members 
Mstep: Class 19 contains 31711 members 
Mstep: Class 20 contains 49810 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 41383 members 
Mstep: Class 23 contains 37500 members 
Mstep: Class 24 contains 43469 members 
Mstep: Class 25 contains 31890 members 
Mstep: Class 26 contains 47694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194720.000000 Penalty: 85816.687500
Iteration 477Q: 27 clusters Score -1.101947e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 51608 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49356 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7369 members 
Mstep: Class 8 contains 32062 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 22131 members 
Mstep: Class 12 contains 5310 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45338 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51275 members 
Mstep: Class 19 contains 31712 members 
Mstep: Class 20 contains 49956 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 41401 members 
Mstep: Class 23 contains 37515 members 
Mstep: Class 24 contains 43381 members 
Mstep: Class 25 contains 31839 members 
Mstep: Class 26 contains 47698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194416.000000 Penalty: 85816.687500
Iteration 478Q: 27 clusters Score -1.101944e+08 nChanged 1857
Entering ConstructFrom: 
Score: -110194416.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (46461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Entering Unmasked Estep 
Score: -8661328.000000 Penalty: 2665.099365
	Iteration 0F: 2 clusters Score -8661328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -8630792.000000 Penalty: 5330.198730
	Iteration 0F: 3 clusters Score -8630792 nChanged 21370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -8642585.000000 Penalty: 5330.198730
	Iteration 1F: 3 clusters Score -8642585 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -8643152.000000 Penalty: 5330.198730
	Iteration 2Q: 3 clusters Score -8643152 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8643796.000000 Penalty: 5330.198730
	Iteration 3Q: 3 clusters Score -8643796 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -8644601.000000 Penalty: 5330.198730
	Iteration 4Q: 3 clusters Score -8644601 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -8645704.000000 Penalty: 5330.198730
	Iteration 5Q: 3 clusters Score -8645704 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -8647118.000000 Penalty: 5330.198730
	Iteration 6F: 3 clusters Score -8647118 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -8648914.000000 Penalty: 5330.198730
	Iteration 7F: 3 clusters Score -8648914 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -8651099.000000 Penalty: 5330.198730
	Iteration 8F: 3 clusters Score -8651099 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -8653122.000000 Penalty: 5330.198730
	Iteration 9F: 3 clusters Score -8653122 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -8654418.000000 Penalty: 5330.198730
	Iteration 10Q: 3 clusters Score -8654418 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -8655129.000000 Penalty: 5330.198730
	Iteration 11Q: 3 clusters Score -8655129 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8655699 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8656214 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8656756 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8657362 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8657833 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8658225 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8658497 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8658700 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8658823 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8658922 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8659003 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -8659062.000000 Penalty: 5330.198730
	Iteration 23Q: 3 clusters Score -8659062 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8659094 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -8659130.000000 Penalty: 5330.198730
	Iteration 25Q: 3 clusters Score -8659130 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -8659181.000000 Penalty: 5330.198730
	Iteration 26Q: 3 clusters Score -8659181 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -8659223.000000 Penalty: 5330.198730
	Iteration 27Q: 3 clusters Score -8659223 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -8659233.000000 Penalty: 5330.198730
	Iteration 28Q: 3 clusters Score -8659233 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -8659259.000000 Penalty: 5330.198730
	Iteration 29Q: 3 clusters Score -8659259 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -8659272.000000 Penalty: 5330.198730
	Iteration 30Q: 3 clusters Score -8659272 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -8659297.000000 Penalty: 5330.198730
	Iteration 31Q: 3 clusters Score -8659297 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -8659319.000000 Penalty: 5330.198730
	Iteration 32Q: 3 clusters Score -8659319 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -8659341.000000 Penalty: 5330.198730
	Iteration 33Q: 3 clusters Score -8659341 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -8659342.000000 Penalty: 5330.198730
	Iteration 34Q: 3 clusters Score -8659342 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -8659324.000000 Penalty: 5330.198730
	Iteration 35Q: 3 clusters Score -8659324 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -8659347.000000 Penalty: 5330.198730
	Iteration 36Q: 3 clusters Score -8659347 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -8659361.000000 Penalty: 5330.198730
	Iteration 37Q: 3 clusters Score -8659361 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -8659349.000000 Penalty: 5330.198730
	Iteration 38Q: 3 clusters Score -8659349 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8659340 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8659336 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8659325 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -8659357.000000 Penalty: 5330.198730
	Iteration 42Q: 3 clusters Score -8659357 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8659396 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8659413 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8659402 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8659401 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8659394 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8659396 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -8659408.000000 Penalty: 5330.198730
	Iteration 49Q: 3 clusters Score -8659408 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -8659429.000000 Penalty: 5330.198730
	Iteration 50Q: 3 clusters Score -8659429 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -8659412.000000 Penalty: 5330.198730
	Iteration 51Q: 3 clusters Score -8659412 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -8659424.000000 Penalty: 5330.198730
	Iteration 52Q: 3 clusters Score -8659424 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8659436 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8659424 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8659440 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -8659447.000000 Penalty: 5330.198730
	Iteration 56Q: 3 clusters Score -8659447 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -8659445.000000 Penalty: 5330.198730
	Iteration 57Q: 3 clusters Score -8659445 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -8659444.000000 Penalty: 5330.198730
	Iteration 58Q: 3 clusters Score -8659444 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -8659453.000000 Penalty: 5330.198730
	Iteration 59Q: 3 clusters Score -8659453 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8659453 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -8659428.000000 Penalty: 5330.198730
	Iteration 61Q: 3 clusters Score -8659428 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8659441.000000 Penalty: 5330.198730
	Iteration 62Q: 3 clusters Score -8659441 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8659453 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -8659452.000000 Penalty: 5330.198730
	Iteration 64Q: 3 clusters Score -8659452 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -8659455.000000 Penalty: 5330.198730
	Iteration 65Q: 3 clusters Score -8659455 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -8659486.000000 Penalty: 5330.198730
	Iteration 66Q: 3 clusters Score -8659486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8659498 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8659493 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -8659518.000000 Penalty: 5330.198730
	Iteration 69Q: 3 clusters Score -8659518 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -8659535.000000 Penalty: 5330.198730
	Iteration 70Q: 3 clusters Score -8659535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8659536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8659551 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8659560 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8659581 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8659574 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8659583 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2981 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8659592 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8659574 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8659559 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8659570 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8659579.000000 Penalty: 5330.198730
	Iteration 81Q: 3 clusters Score -8659579 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8659571 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8659577 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8659570 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8659574 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8659588 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8659574 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8659578 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8659577 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8659577 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8659571 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8659579 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2672 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8659568 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8659580 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8659575 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8659575 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8659572 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8659561 nChanged 15
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Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8659548 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -8659543.000000 Penalty: 5330.198730
	Iteration 100F: 3 clusters Score -8659543 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2572 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8659551 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8659545 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2559 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8659545 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8659557.000000 Penalty: 5330.198730
	Iteration 104Q: 3 clusters Score -8659557 nChanged 14
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Entering Unmasked Estep 
Score: -8659550.000000 Penalty: 5330.198730
	Iteration 105Q: 3 clusters Score -8659550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -8659563.000000 Penalty: 5330.198730
	Iteration 106Q: 3 clusters Score -8659563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8659556.000000 Penalty: 5330.198730
	Iteration 107Q: 3 clusters Score -8659556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8659562.000000 Penalty: 5330.198730
	Iteration 108Q: 3 clusters Score -8659562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -8659563.000000 Penalty: 5330.198730
	Iteration 109Q: 3 clusters Score -8659563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -8659555.000000 Penalty: 5330.198730
	Iteration 110Q: 3 clusters Score -8659555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -8659561.000000 Penalty: 5330.198730
	Iteration 111Q: 3 clusters Score -8659561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -8659561.000000 Penalty: 5330.198730
	Iteration 112Q: 3 clusters Score -8659561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -8659568.000000 Penalty: 5330.198730
	Iteration 113Q: 3 clusters Score -8659568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -8659568.000000 Penalty: 5330.198730
	Iteration 114Q: 3 clusters Score -8659568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -8659561.000000 Penalty: 5330.198730
	Iteration 115Q: 3 clusters Score -8659561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8659564.000000 Penalty: 5330.198730
	Iteration 116Q: 3 clusters Score -8659564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8659564.000000 Penalty: 5330.198730
	Iteration 117Q: 3 clusters Score -8659564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8659561.000000 Penalty: 5330.198730
	Iteration 118Q: 3 clusters Score -8659561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -8659567.000000 Penalty: 5330.198730
	Iteration 119Q: 3 clusters Score -8659567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -8659570.000000 Penalty: 5330.198730
	Iteration 120F: 3 clusters Score -8659570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8659567.000000 Penalty: 5330.198730
	Iteration 121Q: 3 clusters Score -8659567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -8659558.000000 Penalty: 5330.198730
	Iteration 122Q: 3 clusters Score -8659558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -8659557.000000 Penalty: 5330.198730
	Iteration 123Q: 3 clusters Score -8659557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -8659563.000000 Penalty: 5330.198730
	Iteration 124Q: 3 clusters Score -8659563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -8659561.000000 Penalty: 5330.198730
	Iteration 125Q: 3 clusters Score -8659561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -8659562.000000 Penalty: 5330.198730
	Iteration 126Q: 3 clusters Score -8659562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -8659549.000000 Penalty: 5330.198730
	Iteration 127Q: 3 clusters Score -8659549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -8659542.000000 Penalty: 5330.198730
	Iteration 128Q: 3 clusters Score -8659542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -8659545.000000 Penalty: 5330.198730
	Iteration 129Q: 3 clusters Score -8659545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -8659550.000000 Penalty: 5330.198730
	Iteration 130Q: 3 clusters Score -8659550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -8659551.000000 Penalty: 5330.198730
	Iteration 131Q: 3 clusters Score -8659551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8659552.000000 Penalty: 5330.198730
	Iteration 132Q: 3 clusters Score -8659552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8659548.000000 Penalty: 5330.198730
	Iteration 133Q: 3 clusters Score -8659548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8659543.000000 Penalty: 5330.198730
	Iteration 134Q: 3 clusters Score -8659543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -8659542.000000 Penalty: 5330.198730
	Iteration 135Q: 3 clusters Score -8659542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -8659542.000000 Penalty: 5330.198730
	Iteration 136Q: 3 clusters Score -8659542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -8659542.000000 Penalty: 5330.198730
	Iteration 137F: 3 clusters Score -8659542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Entering Unmasked Estep 
Score: -9683888.000000 Penalty: 2691.994629
	Iteration 0F: 2 clusters Score -9683888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -9652499.000000 Penalty: 5383.989258
	Iteration 0F: 3 clusters Score -9652499 nChanged 24011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -9665601.000000 Penalty: 5383.989258
	Iteration 1F: 3 clusters Score -9665601 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -9666069.000000 Penalty: 5383.989258
	Iteration 2Q: 3 clusters Score -9666069 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -9666612.000000 Penalty: 5383.989258
	Iteration 3Q: 3 clusters Score -9666612 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -9667170.000000 Penalty: 5383.989258
	Iteration 4Q: 3 clusters Score -9667170 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -9667885.000000 Penalty: 5383.989258
	Iteration 5Q: 3 clusters Score -9667885 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -9668980.000000 Penalty: 5383.989258
	Iteration 6Q: 3 clusters Score -9668980 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -9670854.000000 Penalty: 5383.989258
	Iteration 7F: 3 clusters Score -9670854 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -9673560.000000 Penalty: 5383.989258
	Iteration 8F: 3 clusters Score -9673560 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -9676771.000000 Penalty: 5383.989258
	Iteration 9F: 3 clusters Score -9676771 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -9679786.000000 Penalty: 5383.989258
	Iteration 10F: 3 clusters Score -9679786 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -9680993.000000 Penalty: 5383.989258
	Iteration 11Q: 3 clusters Score -9680993 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -9681339.000000 Penalty: 5383.989258
	Iteration 12Q: 3 clusters Score -9681339 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -9681532.000000 Penalty: 5383.989258
	Iteration 13Q: 3 clusters Score -9681532 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -9681645.000000 Penalty: 5383.989258
	Iteration 14Q: 3 clusters Score -9681645 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -9681691.000000 Penalty: 5383.989258
	Iteration 15Q: 3 clusters Score -9681691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -9681700.000000 Penalty: 5383.989258
	Iteration 16Q: 3 clusters Score -9681700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -9681708.000000 Penalty: 5383.989258
	Iteration 17Q: 3 clusters Score -9681708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -9681722.000000 Penalty: 5383.989258
	Iteration 18Q: 3 clusters Score -9681722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -9681721.000000 Penalty: 5383.989258
	Iteration 19Q: 3 clusters Score -9681721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -9681738.000000 Penalty: 5383.989258
	Iteration 20F: 3 clusters Score -9681738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -9681746.000000 Penalty: 5383.989258
	Iteration 21Q: 3 clusters Score -9681746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -9681744.000000 Penalty: 5383.989258
	Iteration 22Q: 3 clusters Score -9681744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -9681761.000000 Penalty: 5383.989258
	Iteration 23Q: 3 clusters Score -9681761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -9681761.000000 Penalty: 5383.989258
	Iteration 24Q: 3 clusters Score -9681761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -9681773.000000 Penalty: 5383.989258
	Iteration 25Q: 3 clusters Score -9681773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -9681774.000000 Penalty: 5383.989258
	Iteration 26Q: 3 clusters Score -9681774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -9681774.000000 Penalty: 5383.989258
	Iteration 27F: 3 clusters Score -9681774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -202564.687500 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -202564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -200463.000000 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -200463 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -200846.687500 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -200846.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -201005.328125 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -201005.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -201149.015625 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -201149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -201263.718750 Penalty: 3538.906006
	Iteration 4Q: 3 clusters Score -201263.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -201390.859375 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -201390.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -201521.015625 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -201521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -201608.890625 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -201608.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -201674.859375 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -201674.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -201713.531250 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -201713.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -201733.718750 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -201733.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -201753.906250 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -201753.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -201771.703125 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -201771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -201784.984375 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -201785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -201790.218750 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -201790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -201797.109375 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -201797.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -201801.140625 Penalty: 3538.906006
	Iteration 16Q: 3 clusters Score -201801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -201804.187500 Penalty: 3538.906006
	Iteration 17Q: 3 clusters Score -201804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -201805.625000 Penalty: 3538.906006
	Iteration 18Q: 3 clusters Score -201805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -201806.312500 Penalty: 3538.906006
	Iteration 19Q: 3 clusters Score -201806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -201808.312500 Penalty: 3538.906006
	Iteration 20F: 3 clusters Score -201808.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -201809.265625 Penalty: 3538.906006
	Iteration 21Q: 3 clusters Score -201809.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -201809.265625 Penalty: 3538.906006
	Iteration 22F: 3 clusters Score -201809.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -51700.062500 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -51700.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50442.433594 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -50442.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50519.777344 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -50519.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50560.308594 Penalty: 2845.339844
	Iteration 2Q: 3 clusters Score -50560.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50566.945312 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -50566.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50585.566406 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -50585.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50592.324219 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -50592.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50608.687500 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -50608.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50611.875000 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -50611.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50611.875000 Penalty: 2845.339844
	Iteration 8F: 3 clusters Score -50611.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Entering Unmasked Estep 
Score: -9215995.000000 Penalty: 2680.521729
	Iteration 0F: 2 clusters Score -9215995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -9184684.000000 Penalty: 5361.043457
	Iteration 0F: 3 clusters Score -9184684 nChanged 22803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -9197316.000000 Penalty: 5361.043457
	Iteration 1F: 3 clusters Score -9197316 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -9197750.000000 Penalty: 5361.043457
	Iteration 2Q: 3 clusters Score -9197750 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -9198143.000000 Penalty: 5361.043457
	Iteration 3Q: 3 clusters Score -9198143 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -9198635.000000 Penalty: 5361.043457
	Iteration 4Q: 3 clusters Score -9198635 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -9199159.000000 Penalty: 5361.043457
	Iteration 5Q: 3 clusters Score -9199159 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -9199736.000000 Penalty: 5361.043457
	Iteration 6Q: 3 clusters Score -9199736 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -9200564.000000 Penalty: 5361.043457
	Iteration 7Q: 3 clusters Score -9200564 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -9201830.000000 Penalty: 5361.043457
	Iteration 8F: 3 clusters Score -9201830 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -9203971.000000 Penalty: 5361.043457
	Iteration 9F: 3 clusters Score -9203971 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -9206742.000000 Penalty: 5361.043457
	Iteration 10F: 3 clusters Score -9206742 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -9209810.000000 Penalty: 5361.043457
	Iteration 11F: 3 clusters Score -9209810 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -9211974.000000 Penalty: 5361.043457
	Iteration 12F: 3 clusters Score -9211974 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -9213006.000000 Penalty: 5361.043457
	Iteration 13Q: 3 clusters Score -9213006 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -9213400.000000 Penalty: 5361.043457
	Iteration 14Q: 3 clusters Score -9213400 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -9213556.000000 Penalty: 5361.043457
	Iteration 15Q: 3 clusters Score -9213556 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -9213659.000000 Penalty: 5361.043457
	Iteration 16Q: 3 clusters Score -9213659 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -9213711.000000 Penalty: 5361.043457
	Iteration 17Q: 3 clusters Score -9213711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -9213753.000000 Penalty: 5361.043457
	Iteration 18Q: 3 clusters Score -9213753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -9213758.000000 Penalty: 5361.043457
	Iteration 19Q: 3 clusters Score -9213758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -9213773.000000 Penalty: 5361.043457
	Iteration 20F: 3 clusters Score -9213773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -9213792.000000 Penalty: 5361.043457
	Iteration 21Q: 3 clusters Score -9213792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -9213804.000000 Penalty: 5361.043457
	Iteration 22Q: 3 clusters Score -9213804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -9213810.000000 Penalty: 5361.043457
	Iteration 23Q: 3 clusters Score -9213810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -9213824.000000 Penalty: 5361.043457
	Iteration 24Q: 3 clusters Score -9213824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -9213827.000000 Penalty: 5361.043457
	Iteration 25Q: 3 clusters Score -9213827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -9213832.000000 Penalty: 5361.043457
	Iteration 26Q: 3 clusters Score -9213832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -9213835.000000 Penalty: 5361.043457
	Iteration 27Q: 3 clusters Score -9213835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -9213835.000000 Penalty: 5361.043457
	Iteration 28Q: 3 clusters Score -9213835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -9213836.000000 Penalty: 5361.043457
	Iteration 29Q: 3 clusters Score -9213836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -9213836.000000 Penalty: 5361.043457
	Iteration 30F: 3 clusters Score -9213836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26795.060547 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -26795.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25715.705078 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -25715.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25909.666016 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -25909.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26076.599609 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -26076.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26177.246094 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -26177.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26219.736328 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -26219.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26257.500000 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -26257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26273.818359 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -26273.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26311.164062 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -26311.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26365.906250 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -26365.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26408.677734 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -26408.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26412.183594 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -26412.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26420.003906 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -26420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26426.218750 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -26426.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26426.218750 Penalty: 2885.287109
	Iteration 13F: 3 clusters Score -26426.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Entering Unmasked Estep 
Score: -1372038.625000 Penalty: 2208.112305
	Iteration 0F: 2 clusters Score -1372039 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 3713 members 
Entering Unmasked Estep 
Score: -1366016.750000 Penalty: 4416.224609
	Iteration 0F: 3 clusters Score -1366017 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1367635.875000 Penalty: 4416.224609
	Iteration 1F: 3 clusters Score -1367636 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1367918.375000 Penalty: 4416.224609
	Iteration 2F: 3 clusters Score -1367918 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1368068.625000 Penalty: 4416.224609
	Iteration 3Q: 3 clusters Score -1368069 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1368189.375000 Penalty: 4416.224609
	Iteration 4Q: 3 clusters Score -1368189 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1368284.000000 Penalty: 4416.224609
	Iteration 5Q: 3 clusters Score -1368284 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1368403.500000 Penalty: 4416.224609
	Iteration 6Q: 3 clusters Score -1368404 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1368509.875000 Penalty: 4416.224609
	Iteration 7Q: 3 clusters Score -1368510 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1368602.875000 Penalty: 4416.224609
	Iteration 8Q: 3 clusters Score -1368603 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1368680.125000 Penalty: 4416.224609
	Iteration 9Q: 3 clusters Score -1368680 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1368754.750000 Penalty: 4416.224609
	Iteration 10Q: 3 clusters Score -1368755 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1368816.000000 Penalty: 4416.224609
	Iteration 11Q: 3 clusters Score -1368816 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1368881.250000 Penalty: 4416.224609
	Iteration 12Q: 3 clusters Score -1368881 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1368953.375000 Penalty: 4416.224609
	Iteration 13Q: 3 clusters Score -1368953 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1369034.625000 Penalty: 4416.224609
	Iteration 14Q: 3 clusters Score -1369035 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1369107.000000 Penalty: 4416.224609
	Iteration 15Q: 3 clusters Score -1369107 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1369169.875000 Penalty: 4416.224609
	Iteration 16Q: 3 clusters Score -1369170 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1369255.750000 Penalty: 4416.224609
	Iteration 17Q: 3 clusters Score -1369256 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1369334.250000 Penalty: 4416.224609
	Iteration 18Q: 3 clusters Score -1369334 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1369411.875000 Penalty: 4416.224609
	Iteration 19Q: 3 clusters Score -1369412 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1369476.375000 Penalty: 4416.224609
	Iteration 20F: 3 clusters Score -1369476 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1369529.875000 Penalty: 4416.224609
	Iteration 21Q: 3 clusters Score -1369530 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1369590.750000 Penalty: 4416.224609
	Iteration 22Q: 3 clusters Score -1369591 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1369641.250000 Penalty: 4416.224609
	Iteration 23Q: 3 clusters Score -1369641 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1369686.875000 Penalty: 4416.224609
	Iteration 24Q: 3 clusters Score -1369687 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1369721.250000 Penalty: 4416.224609
	Iteration 25Q: 3 clusters Score -1369721 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1369748.500000 Penalty: 4416.224609
	Iteration 26Q: 3 clusters Score -1369748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1369771.750000 Penalty: 4416.224609
	Iteration 27Q: 3 clusters Score -1369772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1369789.750000 Penalty: 4416.224609
	Iteration 28Q: 3 clusters Score -1369790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1369803.500000 Penalty: 4416.224609
	Iteration 29Q: 3 clusters Score -1369804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1369816.500000 Penalty: 4416.224609
	Iteration 30Q: 3 clusters Score -1369816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1369825.375000 Penalty: 4416.224609
	Iteration 31Q: 3 clusters Score -1369825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1369835.875000 Penalty: 4416.224609
	Iteration 32Q: 3 clusters Score -1369836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1369847.625000 Penalty: 4416.224609
	Iteration 33Q: 3 clusters Score -1369848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1369857.000000 Penalty: 4416.224609
	Iteration 34Q: 3 clusters Score -1369857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1369863.125000 Penalty: 4416.224609
	Iteration 35Q: 3 clusters Score -1369863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1369870.125000 Penalty: 4416.224609
	Iteration 36Q: 3 clusters Score -1369870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1369876.750000 Penalty: 4416.224609
	Iteration 37Q: 3 clusters Score -1369877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1369883.625000 Penalty: 4416.224609
	Iteration 38Q: 3 clusters Score -1369884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1369884.375000 Penalty: 4416.224609
	Iteration 39Q: 3 clusters Score -1369884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1369888.875000 Penalty: 4416.224609
	Iteration 40F: 3 clusters Score -1369889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1369897.250000 Penalty: 4416.224609
	Iteration 41Q: 3 clusters Score -1369897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1369905.875000 Penalty: 4416.224609
	Iteration 42Q: 3 clusters Score -1369906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1369910.125000 Penalty: 4416.224609
	Iteration 43Q: 3 clusters Score -1369910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1369914.750000 Penalty: 4416.224609
	Iteration 44Q: 3 clusters Score -1369915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1369917.500000 Penalty: 4416.224609
	Iteration 45Q: 3 clusters Score -1369918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1369926.250000 Penalty: 4416.224609
	Iteration 46Q: 3 clusters Score -1369926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1369928.500000 Penalty: 4416.224609
	Iteration 47Q: 3 clusters Score -1369928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1369936.000000 Penalty: 4416.224609
	Iteration 48Q: 3 clusters Score -1369936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1369948.000000 Penalty: 4416.224609
	Iteration 49Q: 3 clusters Score -1369948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1369956.750000 Penalty: 4416.224609
	Iteration 50Q: 3 clusters Score -1369957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1369968.000000 Penalty: 4416.224609
	Iteration 51Q: 3 clusters Score -1369968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1369973.250000 Penalty: 4416.224609
	Iteration 52Q: 3 clusters Score -1369973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1369978.250000 Penalty: 4416.224609
	Iteration 53Q: 3 clusters Score -1369978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1369983.375000 Penalty: 4416.224609
	Iteration 54Q: 3 clusters Score -1369983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1369988.000000 Penalty: 4416.224609
	Iteration 55Q: 3 clusters Score -1369988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1369991.125000 Penalty: 4416.224609
	Iteration 56Q: 3 clusters Score -1369991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1369990.625000 Penalty: 4416.224609
	Iteration 57Q: 3 clusters Score -1369991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1369995.875000 Penalty: 4416.224609
	Iteration 58Q: 3 clusters Score -1369996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1369997.375000 Penalty: 4416.224609
	Iteration 59Q: 3 clusters Score -1369997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1369998.125000 Penalty: 4416.224609
	Iteration 60F: 3 clusters Score -1369998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1370001.500000 Penalty: 4416.224609
	Iteration 61Q: 3 clusters Score -1370002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1370002.875000 Penalty: 4416.224609
	Iteration 62Q: 3 clusters Score -1370003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1370001.125000 Penalty: 4416.224609
	Iteration 63Q: 3 clusters Score -1370001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1370003.875000 Penalty: 4416.224609
	Iteration 64Q: 3 clusters Score -1370004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1370005.750000 Penalty: 4416.224609
	Iteration 65Q: 3 clusters Score -1370006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1370006.000000 Penalty: 4416.224609
	Iteration 66Q: 3 clusters Score -1370006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1370011.125000 Penalty: 4416.224609
	Iteration 67Q: 3 clusters Score -1370011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1370012.750000 Penalty: 4416.224609
	Iteration 68Q: 3 clusters Score -1370013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1370017.500000 Penalty: 4416.224609
	Iteration 69Q: 3 clusters Score -1370018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1370015.875000 Penalty: 4416.224609
	Iteration 70Q: 3 clusters Score -1370016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1370013.375000 Penalty: 4416.224609
	Iteration 71Q: 3 clusters Score -1370013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1370013.375000 Penalty: 4416.224609
	Iteration 72F: 3 clusters Score -1370013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Entering Unmasked Estep 
Score: -6037641.000000 Penalty: 2573.747070
	Iteration 0F: 2 clusters Score -6037641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -6015814.500000 Penalty: 5147.494141
	Iteration 0F: 3 clusters Score -6015814 nChanged 14671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -6023774.500000 Penalty: 5147.494141
	Iteration 1F: 3 clusters Score -6023774 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -6024317.500000 Penalty: 5147.494141
	Iteration 2Q: 3 clusters Score -6024318 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -6024913.000000 Penalty: 5147.494141
	Iteration 3Q: 3 clusters Score -6024913 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -6025573.000000 Penalty: 5147.494141
	Iteration 4Q: 3 clusters Score -6025573 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -6026484.500000 Penalty: 5147.494141
	Iteration 5F: 3 clusters Score -6026484 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -6027677.500000 Penalty: 5147.494141
	Iteration 6F: 3 clusters Score -6027678 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -6029122.000000 Penalty: 5147.494141
	Iteration 7F: 3 clusters Score -6029122 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6030680.000000 Penalty: 5147.494141
	Iteration 8F: 3 clusters Score -6030680 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -6031962.000000 Penalty: 5147.494141
	Iteration 9Q: 3 clusters Score -6031962 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -6032889.500000 Penalty: 5147.494141
	Iteration 10Q: 3 clusters Score -6032890 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -6033485.000000 Penalty: 5147.494141
	Iteration 11Q: 3 clusters Score -6033485 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -6033923.000000 Penalty: 5147.494141
	Iteration 12Q: 3 clusters Score -6033923 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -6034248.500000 Penalty: 5147.494141
	Iteration 13Q: 3 clusters Score -6034248 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -6034485.000000 Penalty: 5147.494141
	Iteration 14Q: 3 clusters Score -6034485 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -6034672.000000 Penalty: 5147.494141
	Iteration 15Q: 3 clusters Score -6034672 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -6034775.500000 Penalty: 5147.494141
	Iteration 16Q: 3 clusters Score -6034776 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -6034911.000000 Penalty: 5147.494141
	Iteration 17Q: 3 clusters Score -6034911 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -6034971.500000 Penalty: 5147.494141
	Iteration 18Q: 3 clusters Score -6034972 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -6035065.500000 Penalty: 5147.494141
	Iteration 19Q: 3 clusters Score -6035066 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -6035127.500000 Penalty: 5147.494141
	Iteration 20F: 3 clusters Score -6035128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -6035172.000000 Penalty: 5147.494141
	Iteration 21Q: 3 clusters Score -6035172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -6035200.500000 Penalty: 5147.494141
	Iteration 22Q: 3 clusters Score -6035200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -6035226.000000 Penalty: 5147.494141
	Iteration 23Q: 3 clusters Score -6035226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -6035244.000000 Penalty: 5147.494141
	Iteration 24Q: 3 clusters Score -6035244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -6035259.000000 Penalty: 5147.494141
	Iteration 25Q: 3 clusters Score -6035259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -6035283.500000 Penalty: 5147.494141
	Iteration 26Q: 3 clusters Score -6035284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -6035275.000000 Penalty: 5147.494141
	Iteration 27Q: 3 clusters Score -6035275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -6035297.000000 Penalty: 5147.494141
	Iteration 28Q: 3 clusters Score -6035297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -6035317.500000 Penalty: 5147.494141
	Iteration 29Q: 3 clusters Score -6035318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -6035318.000000 Penalty: 5147.494141
	Iteration 30Q: 3 clusters Score -6035318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -6035314.000000 Penalty: 5147.494141
	Iteration 31Q: 3 clusters Score -6035314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -6035325.000000 Penalty: 5147.494141
	Iteration 32Q: 3 clusters Score -6035325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -6035337.000000 Penalty: 5147.494141
	Iteration 33Q: 3 clusters Score -6035337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -6035347.500000 Penalty: 5147.494141
	Iteration 34Q: 3 clusters Score -6035348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -6035357.500000 Penalty: 5147.494141
	Iteration 35Q: 3 clusters Score -6035358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -6035369.000000 Penalty: 5147.494141
	Iteration 36Q: 3 clusters Score -6035369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -6035378.500000 Penalty: 5147.494141
	Iteration 37Q: 3 clusters Score -6035378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -6035376.000000 Penalty: 5147.494141
	Iteration 38Q: 3 clusters Score -6035376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -6035388.500000 Penalty: 5147.494141
	Iteration 39Q: 3 clusters Score -6035388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -6035395.500000 Penalty: 5147.494141
	Iteration 40F: 3 clusters Score -6035396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -6035387.000000 Penalty: 5147.494141
	Iteration 41Q: 3 clusters Score -6035387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -6035389.000000 Penalty: 5147.494141
	Iteration 42Q: 3 clusters Score -6035389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -6035385.000000 Penalty: 5147.494141
	Iteration 43Q: 3 clusters Score -6035385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -6035389.000000 Penalty: 5147.494141
	Iteration 44Q: 3 clusters Score -6035389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -6035387.000000 Penalty: 5147.494141
	Iteration 45Q: 3 clusters Score -6035387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -6035389.500000 Penalty: 5147.494141
	Iteration 46Q: 3 clusters Score -6035390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -6035397.000000 Penalty: 5147.494141
	Iteration 47Q: 3 clusters Score -6035397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -6035400.500000 Penalty: 5147.494141
	Iteration 48Q: 3 clusters Score -6035400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -6035397.000000 Penalty: 5147.494141
	Iteration 49Q: 3 clusters Score -6035397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -6035401.500000 Penalty: 5147.494141
	Iteration 50Q: 3 clusters Score -6035402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -6035408.500000 Penalty: 5147.494141
	Iteration 51Q: 3 clusters Score -6035408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -6035414.000000 Penalty: 5147.494141
	Iteration 52Q: 3 clusters Score -6035414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -6035410.500000 Penalty: 5147.494141
	Iteration 53Q: 3 clusters Score -6035410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -6035423.000000 Penalty: 5147.494141
	Iteration 54Q: 3 clusters Score -6035423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -6035432.500000 Penalty: 5147.494141
	Iteration 55Q: 3 clusters Score -6035432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -6035428.000000 Penalty: 5147.494141
	Iteration 56Q: 3 clusters Score -6035428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -6035434.000000 Penalty: 5147.494141
	Iteration 57Q: 3 clusters Score -6035434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -6035433.500000 Penalty: 5147.494141
	Iteration 58Q: 3 clusters Score -6035434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -6035432.500000 Penalty: 5147.494141
	Iteration 59Q: 3 clusters Score -6035432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -6035429.500000 Penalty: 5147.494141
	Iteration 60F: 3 clusters Score -6035430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -6035433.500000 Penalty: 5147.494141
	Iteration 61Q: 3 clusters Score -6035434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -6035429.500000 Penalty: 5147.494141
	Iteration 62Q: 3 clusters Score -6035430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -6035442.500000 Penalty: 5147.494141
	Iteration 63Q: 3 clusters Score -6035442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -6035442.000000 Penalty: 5147.494141
	Iteration 64Q: 3 clusters Score -6035442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -6035445.500000 Penalty: 5147.494141
	Iteration 65Q: 3 clusters Score -6035446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -6035441.000000 Penalty: 5147.494141
	Iteration 66Q: 3 clusters Score -6035441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -6035449.000000 Penalty: 5147.494141
	Iteration 67Q: 3 clusters Score -6035449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -6035456.500000 Penalty: 5147.494141
	Iteration 68Q: 3 clusters Score -6035456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -6035454.000000 Penalty: 5147.494141
	Iteration 69Q: 3 clusters Score -6035454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -6035450.500000 Penalty: 5147.494141
	Iteration 70Q: 3 clusters Score -6035450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -6035450.500000 Penalty: 5147.494141
	Iteration 71Q: 3 clusters Score -6035450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -6035450.500000 Penalty: 5147.494141
	Iteration 72Q: 3 clusters Score -6035450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -6035447.500000 Penalty: 5147.494141
	Iteration 73Q: 3 clusters Score -6035448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -6035449.000000 Penalty: 5147.494141
	Iteration 74Q: 3 clusters Score -6035449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -6035447.000000 Penalty: 5147.494141
	Iteration 75Q: 3 clusters Score -6035447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -6035453.000000 Penalty: 5147.494141
	Iteration 76Q: 3 clusters Score -6035453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -6035454.000000 Penalty: 5147.494141
	Iteration 77Q: 3 clusters Score -6035454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -6035454.500000 Penalty: 5147.494141
	Iteration 78Q: 3 clusters Score -6035454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -6035453.000000 Penalty: 5147.494141
	Iteration 79Q: 3 clusters Score -6035453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -6035453.500000 Penalty: 5147.494141
	Iteration 80F: 3 clusters Score -6035454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -56234.574219 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -56234.57 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 181 members 
Entering Unmasked Estep 
Score: -54870.226562 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -54870.23 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55156.859375 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -55156.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55368.832031 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -55368.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55585.394531 Penalty: 2971.766357
	Iteration 3F: 3 clusters Score -55585.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55779.687500 Penalty: 2971.766357
	Iteration 4F: 3 clusters Score -55779.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -56030.640625 Penalty: 2971.766357
	Iteration 5F: 3 clusters Score -56030.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56234.582031 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -56234.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56397.066406 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -56397.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -56529.515625 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -56529.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56625.441406 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -56625.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56683.535156 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -56683.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56707.386719 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -56707.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56718.097656 Penalty: 2971.766357
	Iteration 12F: 3 clusters Score -56718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56753.476562 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -56753.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56766.636719 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -56766.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56795.312500 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -56795.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56825.019531 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -56825.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56927.863281 Penalty: 2971.766357
	Iteration 17Q: 3 clusters Score -56927.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56933.839844 Penalty: 2971.766357
	Iteration 18Q: 3 clusters Score -56933.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56938.488281 Penalty: 2971.766357
	Iteration 19Q: 3 clusters Score -56938.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56938.488281 Penalty: 2971.766357
	Iteration 20F: 3 clusters Score -56938.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 51783 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49442 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 32145 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 21871 members 
Mstep: Class 12 contains 5308 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45164 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51290 members 
Mstep: Class 19 contains 31712 members 
Mstep: Class 20 contains 50064 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 41403 members 
Mstep: Class 23 contains 37540 members 
Mstep: Class 24 contains 43347 members 
Mstep: Class 25 contains 31784 members 
Mstep: Class 26 contains 47640 members 
Mstep: Class 27 contains 213 members 
Entering Unmasked Estep 
Score: -110193432.000000 Penalty: 89117.335938
Splitting cluster 9 changes total score from -110194416.000000 to -110193432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -57477.996094 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -57478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56035.167969 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -56035.17 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56303.652344 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -56303.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56462.058594 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -56462.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56543.199219 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -56543.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56597.289062 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -56597.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56621.363281 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -56621.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56627.589844 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -56627.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56632.468750 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -56632.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56639.816406 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -56639.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56656.257812 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -56656.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56674.542969 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -56674.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56699.925781 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -56699.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56722.953125 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -56722.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56747.308594 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -56747.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56765.703125 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -56765.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56779.621094 Penalty: 3101.899170
	Iteration 15Q: 3 clusters Score -56779.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56804.398438 Penalty: 3101.899170
	Iteration 16Q: 3 clusters Score -56804.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56829.863281 Penalty: 3101.899170
	Iteration 17Q: 3 clusters Score -56829.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56841.515625 Penalty: 3101.899170
	Iteration 18Q: 3 clusters Score -56841.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56862.695312 Penalty: 3101.899170
	Iteration 19Q: 3 clusters Score -56862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56879.324219 Penalty: 3101.899170
	Iteration 20F: 3 clusters Score -56879.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56907.250000 Penalty: 3101.899170
	Iteration 21Q: 3 clusters Score -56907.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56955.335938 Penalty: 3101.899170
	Iteration 22Q: 3 clusters Score -56955.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57008.937500 Penalty: 3101.899170
	Iteration 23Q: 3 clusters Score -57008.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57095.882812 Penalty: 3101.899170
	Iteration 24Q: 3 clusters Score -57095.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57145.023438 Penalty: 3101.899170
	Iteration 25Q: 3 clusters Score -57145.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57167.050781 Penalty: 3101.899170
	Iteration 26Q: 3 clusters Score -57167.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57177.156250 Penalty: 3101.899170
	Iteration 27Q: 3 clusters Score -57177.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57178.109375 Penalty: 3101.899170
	Iteration 28Q: 3 clusters Score -57178.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57178.109375 Penalty: 3101.899170
	Iteration 29F: 3 clusters Score -57178.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Entering Unmasked Estep 
Score: -4073360.750000 Penalty: 2478.243408
	Iteration 0F: 2 clusters Score -4073361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -4058021.000000 Penalty: 4956.486816
	Iteration 0F: 3 clusters Score -4058021 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4063275.000000 Penalty: 4956.486816
	Iteration 1F: 3 clusters Score -4063275 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4063824.250000 Penalty: 4956.486816
	Iteration 2F: 3 clusters Score -4063824 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4064432.500000 Penalty: 4956.486816
	Iteration 3F: 3 clusters Score -4064432 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -4065146.750000 Penalty: 4956.486816
	Iteration 4F: 3 clusters Score -4065147 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -4065941.500000 Penalty: 4956.486816
	Iteration 5F: 3 clusters Score -4065942 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -4066784.500000 Penalty: 4956.486816
	Iteration 6F: 3 clusters Score -4066784 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4067697.000000 Penalty: 4956.486816
	Iteration 7F: 3 clusters Score -4067697 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -4068710.500000 Penalty: 4956.486816
	Iteration 8F: 3 clusters Score -4068710 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4069754.000000 Penalty: 4956.486816
	Iteration 9F: 3 clusters Score -4069754 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -4070627.250000 Penalty: 4956.486816
	Iteration 10F: 3 clusters Score -4070627 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -4071132.250000 Penalty: 4956.486816
	Iteration 11Q: 3 clusters Score -4071132 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -4071459.000000 Penalty: 4956.486816
	Iteration 12Q: 3 clusters Score -4071459 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -4071669.750000 Penalty: 4956.486816
	Iteration 13Q: 3 clusters Score -4071670 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -4071779.250000 Penalty: 4956.486816
	Iteration 14Q: 3 clusters Score -4071779 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -4071852.000000 Penalty: 4956.486816
	Iteration 15Q: 3 clusters Score -4071852 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4071910.500000 Penalty: 4956.486816
	Iteration 16Q: 3 clusters Score -4071910 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -4071917.750000 Penalty: 4956.486816
	Iteration 17Q: 3 clusters Score -4071918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4071938.250000 Penalty: 4956.486816
	Iteration 18Q: 3 clusters Score -4071938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -4071954.250000 Penalty: 4956.486816
	Iteration 19Q: 3 clusters Score -4071954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -4071956.250000 Penalty: 4956.486816
	Iteration 20F: 3 clusters Score -4071956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4071982.500000 Penalty: 4956.486816
	Iteration 21Q: 3 clusters Score -4071982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -4071993.250000 Penalty: 4956.486816
	Iteration 22Q: 3 clusters Score -4071993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4072014.500000 Penalty: 4956.486816
	Iteration 23Q: 3 clusters Score -4072014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4072017.500000 Penalty: 4956.486816
	Iteration 24Q: 3 clusters Score -4072018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4072035.750000 Penalty: 4956.486816
	Iteration 25Q: 3 clusters Score -4072036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -4072031.000000 Penalty: 4956.486816
	Iteration 26Q: 3 clusters Score -4072031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4072022.750000 Penalty: 4956.486816
	Iteration 27Q: 3 clusters Score -4072023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -4072032.250000 Penalty: 4956.486816
	Iteration 28Q: 3 clusters Score -4072032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -4072039.500000 Penalty: 4956.486816
	Iteration 29Q: 3 clusters Score -4072040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -4072048.500000 Penalty: 4956.486816
	Iteration 30Q: 3 clusters Score -4072048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4072052.250000 Penalty: 4956.486816
	Iteration 31Q: 3 clusters Score -4072052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4072053.750000 Penalty: 4956.486816
	Iteration 32Q: 3 clusters Score -4072054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4072053.500000 Penalty: 4956.486816
	Iteration 33Q: 3 clusters Score -4072054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4072065.750000 Penalty: 4956.486816
	Iteration 34Q: 3 clusters Score -4072066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4072079.250000 Penalty: 4956.486816
	Iteration 35Q: 3 clusters Score -4072079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -4072081.250000 Penalty: 4956.486816
	Iteration 36Q: 3 clusters Score -4072081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4072090.750000 Penalty: 4956.486816
	Iteration 37Q: 3 clusters Score -4072091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -4072094.750000 Penalty: 4956.486816
	Iteration 38Q: 3 clusters Score -4072095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4072091.250000 Penalty: 4956.486816
	Iteration 39Q: 3 clusters Score -4072091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4072088.500000 Penalty: 4956.486816
	Iteration 40F: 3 clusters Score -4072088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4072104.000000 Penalty: 4956.486816
	Iteration 41Q: 3 clusters Score -4072104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4072106.250000 Penalty: 4956.486816
	Iteration 42Q: 3 clusters Score -4072106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -4072106.250000 Penalty: 4956.486816
	Iteration 43Q: 3 clusters Score -4072106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4072111.000000 Penalty: 4956.486816
	Iteration 44Q: 3 clusters Score -4072111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4072118.500000 Penalty: 4956.486816
	Iteration 45Q: 3 clusters Score -4072118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -4072121.250000 Penalty: 4956.486816
	Iteration 46Q: 3 clusters Score -4072121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4072115.500000 Penalty: 4956.486816
	Iteration 47Q: 3 clusters Score -4072116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -4072124.250000 Penalty: 4956.486816
	Iteration 48Q: 3 clusters Score -4072124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4072128.750000 Penalty: 4956.486816
	Iteration 49Q: 3 clusters Score -4072129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4072136.500000 Penalty: 4956.486816
	Iteration 50Q: 3 clusters Score -4072136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -4072139.750000 Penalty: 4956.486816
	Iteration 51Q: 3 clusters Score -4072140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -4072139.750000 Penalty: 4956.486816
	Iteration 52Q: 3 clusters Score -4072140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4072141.250000 Penalty: 4956.486816
	Iteration 53Q: 3 clusters Score -4072141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -4072143.750000 Penalty: 4956.486816
	Iteration 54Q: 3 clusters Score -4072144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4072147.500000 Penalty: 4956.486816
	Iteration 55Q: 3 clusters Score -4072148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4072150.000000 Penalty: 4956.486816
	Iteration 56Q: 3 clusters Score -4072150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4072140.750000 Penalty: 4956.486816
	Iteration 57Q: 3 clusters Score -4072141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -4072153.250000 Penalty: 4956.486816
	Iteration 58Q: 3 clusters Score -4072153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4072151.750000 Penalty: 4956.486816
	Iteration 59Q: 3 clusters Score -4072152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4072159.250000 Penalty: 4956.486816
	Iteration 60F: 3 clusters Score -4072159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -4072149.000000 Penalty: 4956.486816
	Iteration 61Q: 3 clusters Score -4072149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4072159.250000 Penalty: 4956.486816
	Iteration 62Q: 3 clusters Score -4072159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -4072168.500000 Penalty: 4956.486816
	Iteration 63Q: 3 clusters Score -4072168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4072176.000000 Penalty: 4956.486816
	Iteration 64Q: 3 clusters Score -4072176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -4072186.750000 Penalty: 4956.486816
	Iteration 65Q: 3 clusters Score -4072187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -4072195.500000 Penalty: 4956.486816
	Iteration 66Q: 3 clusters Score -4072196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -4072201.750000 Penalty: 4956.486816
	Iteration 67Q: 3 clusters Score -4072202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4072209.750000 Penalty: 4956.486816
	Iteration 68Q: 3 clusters Score -4072210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4072203.750000 Penalty: 4956.486816
	Iteration 69Q: 3 clusters Score -4072204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -4072204.000000 Penalty: 4956.486816
	Iteration 70Q: 3 clusters Score -4072204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4072203.500000 Penalty: 4956.486816
	Iteration 71Q: 3 clusters Score -4072204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4072202.500000 Penalty: 4956.486816
	Iteration 72Q: 3 clusters Score -4072202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4072210.250000 Penalty: 4956.486816
	Iteration 73Q: 3 clusters Score -4072210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -4072201.500000 Penalty: 4956.486816
	Iteration 74Q: 3 clusters Score -4072202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4072202.000000 Penalty: 4956.486816
	Iteration 75Q: 3 clusters Score -4072202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4072200.750000 Penalty: 4956.486816
	Iteration 76Q: 3 clusters Score -4072201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -4072204.500000 Penalty: 4956.486816
	Iteration 77Q: 3 clusters Score -4072204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4072199.000000 Penalty: 4956.486816
	Iteration 78Q: 3 clusters Score -4072199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4072196.000000 Penalty: 4956.486816
	Iteration 79Q: 3 clusters Score -4072196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4072198.500000 Penalty: 4956.486816
	Iteration 80F: 3 clusters Score -4072198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -4072194.750000 Penalty: 4956.486816
	Iteration 81Q: 3 clusters Score -4072195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -4072199.500000 Penalty: 4956.486816
	Iteration 82Q: 3 clusters Score -4072200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -4072199.500000 Penalty: 4956.486816
	Iteration 83F: 3 clusters Score -4072200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -993307.500000 Penalty: 2127.088623
	Iteration 0F: 2 clusters Score -993307.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -988563.625000 Penalty: 4254.177246
	Iteration 0F: 3 clusters Score -988563.6 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -989682.312500 Penalty: 4254.177246
	Iteration 1F: 3 clusters Score -989682.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -989894.187500 Penalty: 4254.177246
	Iteration 2F: 3 clusters Score -989894.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -990016.750000 Penalty: 4254.177246
	Iteration 3Q: 3 clusters Score -990016.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -990083.562500 Penalty: 4254.177246
	Iteration 4Q: 3 clusters Score -990083.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -990137.375000 Penalty: 4254.177246
	Iteration 5Q: 3 clusters Score -990137.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -990171.812500 Penalty: 4254.177246
	Iteration 6Q: 3 clusters Score -990171.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -990210.125000 Penalty: 4254.177246
	Iteration 7Q: 3 clusters Score -990210.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -990241.500000 Penalty: 4254.177246
	Iteration 8Q: 3 clusters Score -990241.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -990271.625000 Penalty: 4254.177246
	Iteration 9Q: 3 clusters Score -990271.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -990297.312500 Penalty: 4254.177246
	Iteration 10Q: 3 clusters Score -990297.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -990318.375000 Penalty: 4254.177246
	Iteration 11Q: 3 clusters Score -990318.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -990334.687500 Penalty: 4254.177246
	Iteration 12Q: 3 clusters Score -990334.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -990348.750000 Penalty: 4254.177246
	Iteration 13Q: 3 clusters Score -990348.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -990369.125000 Penalty: 4254.177246
	Iteration 14Q: 3 clusters Score -990369.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -990384.687500 Penalty: 4254.177246
	Iteration 15Q: 3 clusters Score -990384.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -990401.437500 Penalty: 4254.177246
	Iteration 16Q: 3 clusters Score -990401.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -990417.625000 Penalty: 4254.177246
	Iteration 17Q: 3 clusters Score -990417.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -990433.375000 Penalty: 4254.177246
	Iteration 18Q: 3 clusters Score -990433.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -990448.812500 Penalty: 4254.177246
	Iteration 19Q: 3 clusters Score -990448.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -990466.125000 Penalty: 4254.177246
	Iteration 20F: 3 clusters Score -990466.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -990483.562500 Penalty: 4254.177246
	Iteration 21Q: 3 clusters Score -990483.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -990511.625000 Penalty: 4254.177246
	Iteration 22Q: 3 clusters Score -990511.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -990545.125000 Penalty: 4254.177246
	Iteration 23Q: 3 clusters Score -990545.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -990579.937500 Penalty: 4254.177246
	Iteration 24Q: 3 clusters Score -990579.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -990614.125000 Penalty: 4254.177246
	Iteration 25Q: 3 clusters Score -990614.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -990647.687500 Penalty: 4254.177246
	Iteration 26Q: 3 clusters Score -990647.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -990684.875000 Penalty: 4254.177246
	Iteration 27Q: 3 clusters Score -990684.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -990716.500000 Penalty: 4254.177246
	Iteration 28Q: 3 clusters Score -990716.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -990751.187500 Penalty: 4254.177246
	Iteration 29Q: 3 clusters Score -990751.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -990783.937500 Penalty: 4254.177246
	Iteration 30Q: 3 clusters Score -990783.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -990815.000000 Penalty: 4254.177246
	Iteration 31Q: 3 clusters Score -990815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -990848.437500 Penalty: 4254.177246
	Iteration 32Q: 3 clusters Score -990848.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -990886.625000 Penalty: 4254.177246
	Iteration 33Q: 3 clusters Score -990886.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -990931.312500 Penalty: 4254.177246
	Iteration 34Q: 3 clusters Score -990931.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -990971.750000 Penalty: 4254.177246
	Iteration 35Q: 3 clusters Score -990971.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -991014.312500 Penalty: 4254.177246
	Iteration 36Q: 3 clusters Score -991014.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -991049.625000 Penalty: 4254.177246
	Iteration 37Q: 3 clusters Score -991049.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -991084.875000 Penalty: 4254.177246
	Iteration 38Q: 3 clusters Score -991084.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -991112.625000 Penalty: 4254.177246
	Iteration 39Q: 3 clusters Score -991112.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -991134.312500 Penalty: 4254.177246
	Iteration 40F: 3 clusters Score -991134.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -991161.500000 Penalty: 4254.177246
	Iteration 41Q: 3 clusters Score -991161.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -991192.187500 Penalty: 4254.177246
	Iteration 42Q: 3 clusters Score -991192.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -991224.937500 Penalty: 4254.177246
	Iteration 43Q: 3 clusters Score -991224.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -991242.375000 Penalty: 4254.177246
	Iteration 44Q: 3 clusters Score -991242.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -991259.875000 Penalty: 4254.177246
	Iteration 45Q: 3 clusters Score -991259.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -991272.000000 Penalty: 4254.177246
	Iteration 46Q: 3 clusters Score -991272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -991279.000000 Penalty: 4254.177246
	Iteration 47Q: 3 clusters Score -991279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -991289.562500 Penalty: 4254.177246
	Iteration 48Q: 3 clusters Score -991289.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -991297.812500 Penalty: 4254.177246
	Iteration 49Q: 3 clusters Score -991297.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -991302.875000 Penalty: 4254.177246
	Iteration 50Q: 3 clusters Score -991302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -991302.250000 Penalty: 4254.177246
	Iteration 51Q: 3 clusters Score -991302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -991304.187500 Penalty: 4254.177246
	Iteration 52Q: 3 clusters Score -991304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -991305.750000 Penalty: 4254.177246
	Iteration 53Q: 3 clusters Score -991305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -991309.187500 Penalty: 4254.177246
	Iteration 54Q: 3 clusters Score -991309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -991313.375000 Penalty: 4254.177246
	Iteration 55Q: 3 clusters Score -991313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -991315.250000 Penalty: 4254.177246
	Iteration 56Q: 3 clusters Score -991315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -991318.875000 Penalty: 4254.177246
	Iteration 57Q: 3 clusters Score -991318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -991323.437500 Penalty: 4254.177246
	Iteration 58Q: 3 clusters Score -991323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -991324.375000 Penalty: 4254.177246
	Iteration 59Q: 3 clusters Score -991324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -991324.250000 Penalty: 4254.177246
	Iteration 60F: 3 clusters Score -991324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -991328.250000 Penalty: 4254.177246
	Iteration 61Q: 3 clusters Score -991328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -991330.562500 Penalty: 4254.177246
	Iteration 62Q: 3 clusters Score -991330.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -991332.437500 Penalty: 4254.177246
	Iteration 63Q: 3 clusters Score -991332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -991336.625000 Penalty: 4254.177246
	Iteration 64Q: 3 clusters Score -991336.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -991347.437500 Penalty: 4254.177246
	Iteration 65Q: 3 clusters Score -991347.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -991360.125000 Penalty: 4254.177246
	Iteration 66Q: 3 clusters Score -991360.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -991375.312500 Penalty: 4254.177246
	Iteration 67Q: 3 clusters Score -991375.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -991387.375000 Penalty: 4254.177246
	Iteration 68Q: 3 clusters Score -991387.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -991398.125000 Penalty: 4254.177246
	Iteration 69Q: 3 clusters Score -991398.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -991402.375000 Penalty: 4254.177246
	Iteration 70Q: 3 clusters Score -991402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -991410.750000 Penalty: 4254.177246
	Iteration 71Q: 3 clusters Score -991410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -991411.375000 Penalty: 4254.177246
	Iteration 72Q: 3 clusters Score -991411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -991414.937500 Penalty: 4254.177246
	Iteration 73Q: 3 clusters Score -991414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -991417.250000 Penalty: 4254.177246
	Iteration 74Q: 3 clusters Score -991417.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -991417.250000 Penalty: 4254.177246
	Iteration 75F: 3 clusters Score -991417.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -77469.679688 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -77469.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76103.703125 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -76103.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76303.953125 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -76303.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76366.453125 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -76366.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76377.976562 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -76377.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76382.617188 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -76382.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76384.273438 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -76384.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76384.273438 Penalty: 3046.450439
	Iteration 6F: 3 clusters Score -76384.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Entering Unmasked Estep 
Score: -8451893.000000 Penalty: 2658.077881
	Iteration 0F: 2 clusters Score -8451893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -8421720.000000 Penalty: 5316.155762
	Iteration 0F: 3 clusters Score -8421720 nChanged 20819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -8433127.000000 Penalty: 5316.155762
	Iteration 1F: 3 clusters Score -8433127 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -8433568.000000 Penalty: 5316.155762
	Iteration 2Q: 3 clusters Score -8433568 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -8433993.000000 Penalty: 5316.155762
	Iteration 3Q: 3 clusters Score -8433993 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -8434385.000000 Penalty: 5316.155762
	Iteration 4Q: 3 clusters Score -8434385 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -8434818.000000 Penalty: 5316.155762
	Iteration 5Q: 3 clusters Score -8434818 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -8435382.000000 Penalty: 5316.155762
	Iteration 6Q: 3 clusters Score -8435382 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -8436014.000000 Penalty: 5316.155762
	Iteration 7Q: 3 clusters Score -8436014 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -8437099.000000 Penalty: 5316.155762
	Iteration 8Q: 3 clusters Score -8437099 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -8438546.000000 Penalty: 5316.155762
	Iteration 9F: 3 clusters Score -8438546 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -8440420.000000 Penalty: 5316.155762
	Iteration 10F: 3 clusters Score -8440420 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -8442470.000000 Penalty: 5316.155762
	Iteration 11F: 3 clusters Score -8442470 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -8444376.000000 Penalty: 5316.155762
	Iteration 12Q: 3 clusters Score -8444376 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -8445707.000000 Penalty: 5316.155762
	Iteration 13Q: 3 clusters Score -8445707 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -8446610.000000 Penalty: 5316.155762
	Iteration 14Q: 3 clusters Score -8446610 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -8447301.000000 Penalty: 5316.155762
	Iteration 15Q: 3 clusters Score -8447301 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -8447818.000000 Penalty: 5316.155762
	Iteration 16Q: 3 clusters Score -8447818 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -8448211.000000 Penalty: 5316.155762
	Iteration 17Q: 3 clusters Score -8448211 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8448527.000000 Penalty: 5316.155762
	Iteration 18Q: 3 clusters Score -8448527 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8448784.000000 Penalty: 5316.155762
	Iteration 19Q: 3 clusters Score -8448784 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8448952.000000 Penalty: 5316.155762
	Iteration 20F: 3 clusters Score -8448952 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8449077.000000 Penalty: 5316.155762
	Iteration 21Q: 3 clusters Score -8449077 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8449155.000000 Penalty: 5316.155762
	Iteration 22Q: 3 clusters Score -8449155 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8449291.000000 Penalty: 5316.155762
	Iteration 23Q: 3 clusters Score -8449291 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8449388.000000 Penalty: 5316.155762
	Iteration 24Q: 3 clusters Score -8449388 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8449453.000000 Penalty: 5316.155762
	Iteration 25Q: 3 clusters Score -8449453 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8449527.000000 Penalty: 5316.155762
	Iteration 26Q: 3 clusters Score -8449527 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8449576.000000 Penalty: 5316.155762
	Iteration 27Q: 3 clusters Score -8449576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8449603.000000 Penalty: 5316.155762
	Iteration 28Q: 3 clusters Score -8449603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8449633.000000 Penalty: 5316.155762
	Iteration 29Q: 3 clusters Score -8449633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8449638.000000 Penalty: 5316.155762
	Iteration 30Q: 3 clusters Score -8449638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8449650.000000 Penalty: 5316.155762
	Iteration 31Q: 3 clusters Score -8449650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8449683.000000 Penalty: 5316.155762
	Iteration 32Q: 3 clusters Score -8449683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8449688.000000 Penalty: 5316.155762
	Iteration 33Q: 3 clusters Score -8449688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8449707.000000 Penalty: 5316.155762
	Iteration 34Q: 3 clusters Score -8449707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8449701.000000 Penalty: 5316.155762
	Iteration 35Q: 3 clusters Score -8449701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8449711.000000 Penalty: 5316.155762
	Iteration 36Q: 3 clusters Score -8449711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8449716.000000 Penalty: 5316.155762
	Iteration 37Q: 3 clusters Score -8449716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8449719.000000 Penalty: 5316.155762
	Iteration 38Q: 3 clusters Score -8449719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8449720.000000 Penalty: 5316.155762
	Iteration 39Q: 3 clusters Score -8449720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8449716.000000 Penalty: 5316.155762
	Iteration 40F: 3 clusters Score -8449716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8449717.000000 Penalty: 5316.155762
	Iteration 41Q: 3 clusters Score -8449717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8449719.000000 Penalty: 5316.155762
	Iteration 42Q: 3 clusters Score -8449719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8449727.000000 Penalty: 5316.155762
	Iteration 43Q: 3 clusters Score -8449727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8449729.000000 Penalty: 5316.155762
	Iteration 44Q: 3 clusters Score -8449729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8449729.000000 Penalty: 5316.155762
	Iteration 45F: 3 clusters Score -8449729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -98260.304688 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -98260.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96650.179688 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -96650.18 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97040.531250 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -97040.53 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97273.640625 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -97273.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97427.703125 Penalty: 3266.056396
	Iteration 3F: 3 clusters Score -97427.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97523.468750 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -97523.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97595.210938 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -97595.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97635.875000 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -97635.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97676.289062 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -97676.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97707.859375 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -97707.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97759.359375 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -97759.36 nChanged 12
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: -97790.101562 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -97790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97806.210938 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -97806.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97814.781250 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -97814.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97841.781250 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -97841.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97866.703125 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -97866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97868.890625 Penalty: 3266.056396
	Iteration 15Q: 3 clusters Score -97868.89 nChanged 4
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: -97874.781250 Penalty: 3266.056396
	Iteration 16Q: 3 clusters Score -97874.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97879.523438 Penalty: 3266.056396
	Iteration 17Q: 3 clusters Score -97879.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97882.203125 Penalty: 3266.056396
	Iteration 18Q: 3 clusters Score -97882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97886.968750 Penalty: 3266.056396
	Iteration 19Q: 3 clusters Score -97886.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97889.703125 Penalty: 3266.056396
	Iteration 20F: 3 clusters Score -97889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -444887.437500 Penalty: 1945.663208
	Iteration 0F: 2 clusters Score -444887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -441886.656250 Penalty: 3891.326416
	Iteration 0F: 3 clusters Score -441886.7 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -442454.593750 Penalty: 3891.326416
	Iteration 1F: 3 clusters Score -442454.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -442591.812500 Penalty: 3891.326416
	Iteration 2F: 3 clusters Score -442591.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -442670.531250 Penalty: 3891.326416
	Iteration 3Q: 3 clusters Score -442670.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -442753.406250 Penalty: 3891.326416
	Iteration 4Q: 3 clusters Score -442753.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -442811.687500 Penalty: 3891.326416
	Iteration 5Q: 3 clusters Score -442811.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -442876.812500 Penalty: 3891.326416
	Iteration 6Q: 3 clusters Score -442876.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -442932.437500 Penalty: 3891.326416
	Iteration 7Q: 3 clusters Score -442932.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -443001.968750 Penalty: 3891.326416
	Iteration 8Q: 3 clusters Score -443002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -443054.312500 Penalty: 3891.326416
	Iteration 9Q: 3 clusters Score -443054.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -443110.468750 Penalty: 3891.326416
	Iteration 10Q: 3 clusters Score -443110.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -443167.500000 Penalty: 3891.326416
	Iteration 11Q: 3 clusters Score -443167.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -443219.531250 Penalty: 3891.326416
	Iteration 12Q: 3 clusters Score -443219.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -443252.812500 Penalty: 3891.326416
	Iteration 13Q: 3 clusters Score -443252.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -443281.000000 Penalty: 3891.326416
	Iteration 14Q: 3 clusters Score -443281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -443306.125000 Penalty: 3891.326416
	Iteration 15Q: 3 clusters Score -443306.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -443329.375000 Penalty: 3891.326416
	Iteration 16Q: 3 clusters Score -443329.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -443350.687500 Penalty: 3891.326416
	Iteration 17Q: 3 clusters Score -443350.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -443375.687500 Penalty: 3891.326416
	Iteration 18Q: 3 clusters Score -443375.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -443392.968750 Penalty: 3891.326416
	Iteration 19Q: 3 clusters Score -443393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -443406.437500 Penalty: 3891.326416
	Iteration 20F: 3 clusters Score -443406.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -443422.468750 Penalty: 3891.326416
	Iteration 21Q: 3 clusters Score -443422.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -443437.437500 Penalty: 3891.326416
	Iteration 22Q: 3 clusters Score -443437.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -443455.437500 Penalty: 3891.326416
	Iteration 23Q: 3 clusters Score -443455.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -443471.750000 Penalty: 3891.326416
	Iteration 24Q: 3 clusters Score -443471.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -443483.531250 Penalty: 3891.326416
	Iteration 25Q: 3 clusters Score -443483.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -443493.875000 Penalty: 3891.326416
	Iteration 26Q: 3 clusters Score -443493.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -443508.718750 Penalty: 3891.326416
	Iteration 27Q: 3 clusters Score -443508.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -443515.750000 Penalty: 3891.326416
	Iteration 28Q: 3 clusters Score -443515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -443523.593750 Penalty: 3891.326416
	Iteration 29Q: 3 clusters Score -443523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -443526.687500 Penalty: 3891.326416
	Iteration 30Q: 3 clusters Score -443526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -443530.000000 Penalty: 3891.326416
	Iteration 31Q: 3 clusters Score -443530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -443533.312500 Penalty: 3891.326416
	Iteration 32Q: 3 clusters Score -443533.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -443535.093750 Penalty: 3891.326416
	Iteration 33Q: 3 clusters Score -443535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -443535.812500 Penalty: 3891.326416
	Iteration 34Q: 3 clusters Score -443535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -443536.406250 Penalty: 3891.326416
	Iteration 35Q: 3 clusters Score -443536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -443536.406250 Penalty: 3891.326416
	Iteration 36F: 3 clusters Score -443536.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -187962.640625 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -187962.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -186012.531250 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -186012.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -186423.812500 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -186423.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -186568.062500 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -186568.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186658.062500 Penalty: 3461.194092
	Iteration 3Q: 3 clusters Score -186658.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -186720.453125 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -186720.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -186750.000000 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -186750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -186760.281250 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -186760.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -186770.781250 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -186770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -186776.359375 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -186776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -186783.390625 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -186783.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -186787.875000 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -186787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -186789.515625 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -186789.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -186794.812500 Penalty: 3461.194092
	Iteration 12Q: 3 clusters Score -186794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -186801.843750 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -186801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -186806.218750 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -186806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -186810.265625 Penalty: 3461.194092
	Iteration 15Q: 3 clusters Score -186810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -186813.812500 Penalty: 3461.194092
	Iteration 16Q: 3 clusters Score -186813.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -186814.656250 Penalty: 3461.194092
	Iteration 17Q: 3 clusters Score -186814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -186815.312500 Penalty: 3461.194092
	Iteration 18Q: 3 clusters Score -186815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -186816.109375 Penalty: 3461.194092
	Iteration 19Q: 3 clusters Score -186816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -186819.234375 Penalty: 3461.194092
	Iteration 20F: 3 clusters Score -186819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -186821.656250 Penalty: 3461.194092
	Iteration 21Q: 3 clusters Score -186821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -186826.203125 Penalty: 3461.194092
	Iteration 22Q: 3 clusters Score -186826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -186828.546875 Penalty: 3461.194092
	Iteration 23Q: 3 clusters Score -186828.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -186828.546875 Penalty: 3461.194092
	Iteration 24F: 3 clusters Score -186828.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Entering Unmasked Estep 
Score: -9437829.000000 Penalty: 2689.622314
	Iteration 0F: 2 clusters Score -9437829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -9404538.000000 Penalty: 5379.244629
	Iteration 0F: 3 clusters Score -9404538 nChanged 23449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -9417391.000000 Penalty: 5379.244629
	Iteration 1F: 3 clusters Score -9417391 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -9417777.000000 Penalty: 5379.244629
	Iteration 2Q: 3 clusters Score -9417777 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -9418172.000000 Penalty: 5379.244629
	Iteration 3Q: 3 clusters Score -9418172 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -9418450.000000 Penalty: 5379.244629
	Iteration 4Q: 3 clusters Score -9418450 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -9418758.000000 Penalty: 5379.244629
	Iteration 5Q: 3 clusters Score -9418758 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -9419085.000000 Penalty: 5379.244629
	Iteration 6Q: 3 clusters Score -9419085 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -9419708.000000 Penalty: 5379.244629
	Iteration 7Q: 3 clusters Score -9419708 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -9420571.000000 Penalty: 5379.244629
	Iteration 8Q: 3 clusters Score -9420571 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -9421963.000000 Penalty: 5379.244629
	Iteration 9F: 3 clusters Score -9421963 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -9424345.000000 Penalty: 5379.244629
	Iteration 10F: 3 clusters Score -9424345 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -9427778.000000 Penalty: 5379.244629
	Iteration 11F: 3 clusters Score -9427778 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -9431565.000000 Penalty: 5379.244629
	Iteration 12F: 3 clusters Score -9431565 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -9433895.000000 Penalty: 5379.244629
	Iteration 13F: 3 clusters Score -9433895 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -9434768.000000 Penalty: 5379.244629
	Iteration 14Q: 3 clusters Score -9434768 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -9435095.000000 Penalty: 5379.244629
	Iteration 15Q: 3 clusters Score -9435095 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -9435259.000000 Penalty: 5379.244629
	Iteration 16Q: 3 clusters Score -9435259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -9435351.000000 Penalty: 5379.244629
	Iteration 17Q: 3 clusters Score -9435351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -9435411.000000 Penalty: 5379.244629
	Iteration 18Q: 3 clusters Score -9435411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -9435435.000000 Penalty: 5379.244629
	Iteration 19Q: 3 clusters Score -9435435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -9435441.000000 Penalty: 5379.244629
	Iteration 20F: 3 clusters Score -9435441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -9435460.000000 Penalty: 5379.244629
	Iteration 21Q: 3 clusters Score -9435460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -9435467.000000 Penalty: 5379.244629
	Iteration 22Q: 3 clusters Score -9435467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -9435467.000000 Penalty: 5379.244629
	Iteration 23F: 3 clusters Score -9435467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Entering Unmasked Estep 
Score: -5721919.500000 Penalty: 2570.383789
	Iteration 0F: 2 clusters Score -5721920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5700220.000000 Penalty: 5140.767578
	Iteration 0F: 3 clusters Score -5700220 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -5708061.000000 Penalty: 5140.767578
	Iteration 1F: 3 clusters Score -5708061 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5708440.000000 Penalty: 5140.767578
	Iteration 2Q: 3 clusters Score -5708440 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5708741.000000 Penalty: 5140.767578
	Iteration 3Q: 3 clusters Score -5708741 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -5708976.000000 Penalty: 5140.767578
	Iteration 4Q: 3 clusters Score -5708976 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -5709196.500000 Penalty: 5140.767578
	Iteration 5Q: 3 clusters Score -5709196 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -5709428.500000 Penalty: 5140.767578
	Iteration 6Q: 3 clusters Score -5709428 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -5709667.000000 Penalty: 5140.767578
	Iteration 7Q: 3 clusters Score -5709667 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -5709970.500000 Penalty: 5140.767578
	Iteration 8Q: 3 clusters Score -5709970 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -5710429.500000 Penalty: 5140.767578
	Iteration 9Q: 3 clusters Score -5710430 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -5711088.000000 Penalty: 5140.767578
	Iteration 10Q: 3 clusters Score -5711088 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -5712186.500000 Penalty: 5140.767578
	Iteration 11F: 3 clusters Score -5712186 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -5713716.500000 Penalty: 5140.767578
	Iteration 12F: 3 clusters Score -5713716 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -5715652.000000 Penalty: 5140.767578
	Iteration 13F: 3 clusters Score -5715652 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5717400.500000 Penalty: 5140.767578
	Iteration 14F: 3 clusters Score -5717400 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5718589.000000 Penalty: 5140.767578
	Iteration 15Q: 3 clusters Score -5718589 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5719093.000000 Penalty: 5140.767578
	Iteration 16Q: 3 clusters Score -5719093 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5719355.000000 Penalty: 5140.767578
	Iteration 17Q: 3 clusters Score -5719355 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5719519.000000 Penalty: 5140.767578
	Iteration 18Q: 3 clusters Score -5719519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5719584.000000 Penalty: 5140.767578
	Iteration 19Q: 3 clusters Score -5719584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5719607.500000 Penalty: 5140.767578
	Iteration 20F: 3 clusters Score -5719608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5719617.500000 Penalty: 5140.767578
	Iteration 21Q: 3 clusters Score -5719618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5719629.500000 Penalty: 5140.767578
	Iteration 22Q: 3 clusters Score -5719630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5719631.000000 Penalty: 5140.767578
	Iteration 23Q: 3 clusters Score -5719631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5719653.500000 Penalty: 5140.767578
	Iteration 24Q: 3 clusters Score -5719654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5719663.000000 Penalty: 5140.767578
	Iteration 25Q: 3 clusters Score -5719663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5719680.000000 Penalty: 5140.767578
	Iteration 26Q: 3 clusters Score -5719680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5719690.500000 Penalty: 5140.767578
	Iteration 27Q: 3 clusters Score -5719690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5719691.500000 Penalty: 5140.767578
	Iteration 28Q: 3 clusters Score -5719692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5719696.000000 Penalty: 5140.767578
	Iteration 29Q: 3 clusters Score -5719696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5719696.000000 Penalty: 5140.767578
	Iteration 30F: 3 clusters Score -5719696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Entering Unmasked Estep 
Score: -9359775.000000 Penalty: 2683.622314
	Iteration 0F: 2 clusters Score -9359775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -9327764.000000 Penalty: 5367.244629
	Iteration 0F: 3 clusters Score -9327764 nChanged 23140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -9340686.000000 Penalty: 5367.244629
	Iteration 1F: 3 clusters Score -9340686 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -9341310.000000 Penalty: 5367.244629
	Iteration 2Q: 3 clusters Score -9341310 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -9341863.000000 Penalty: 5367.244629
	Iteration 3Q: 3 clusters Score -9341863 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -9342615.000000 Penalty: 5367.244629
	Iteration 4Q: 3 clusters Score -9342615 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -9343407.000000 Penalty: 5367.244629
	Iteration 5Q: 3 clusters Score -9343407 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -9344212.000000 Penalty: 5367.244629
	Iteration 6Q: 3 clusters Score -9344212 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -9345101.000000 Penalty: 5367.244629
	Iteration 7Q: 3 clusters Score -9345101 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -9346133.000000 Penalty: 5367.244629
	Iteration 8Q: 3 clusters Score -9346133 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -9347444.000000 Penalty: 5367.244629
	Iteration 9Q: 3 clusters Score -9347444 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -9348958.000000 Penalty: 5367.244629
	Iteration 10F: 3 clusters Score -9348958 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -9350547.000000 Penalty: 5367.244629
	Iteration 11F: 3 clusters Score -9350547 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -9352278.000000 Penalty: 5367.244629
	Iteration 12F: 3 clusters Score -9352278 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -9353882.000000 Penalty: 5367.244629
	Iteration 13Q: 3 clusters Score -9353882 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -9355175.000000 Penalty: 5367.244629
	Iteration 14Q: 3 clusters Score -9355175 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -9356278.000000 Penalty: 5367.244629
	Iteration 15Q: 3 clusters Score -9356278 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -9356664.000000 Penalty: 5367.244629
	Iteration 16Q: 3 clusters Score -9356664 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -9356907.000000 Penalty: 5367.244629
	Iteration 17Q: 3 clusters Score -9356907 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9357020.000000 Penalty: 5367.244629
	Iteration 18Q: 3 clusters Score -9357020 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9357123.000000 Penalty: 5367.244629
	Iteration 19Q: 3 clusters Score -9357123 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9357221.000000 Penalty: 5367.244629
	Iteration 20F: 3 clusters Score -9357221 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9357305.000000 Penalty: 5367.244629
	Iteration 21Q: 3 clusters Score -9357305 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9357367.000000 Penalty: 5367.244629
	Iteration 22Q: 3 clusters Score -9357367 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9357415.000000 Penalty: 5367.244629
	Iteration 23Q: 3 clusters Score -9357415 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9357442.000000 Penalty: 5367.244629
	Iteration 24Q: 3 clusters Score -9357442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9357446.000000 Penalty: 5367.244629
	Iteration 25Q: 3 clusters Score -9357446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9357475.000000 Penalty: 5367.244629
	Iteration 26Q: 3 clusters Score -9357475 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9357483.000000 Penalty: 5367.244629
	Iteration 27Q: 3 clusters Score -9357483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9357480.000000 Penalty: 5367.244629
	Iteration 28Q: 3 clusters Score -9357480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9357499.000000 Penalty: 5367.244629
	Iteration 29Q: 3 clusters Score -9357499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9357506.000000 Penalty: 5367.244629
	Iteration 30Q: 3 clusters Score -9357506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9357527.000000 Penalty: 5367.244629
	Iteration 31Q: 3 clusters Score -9357527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9357526.000000 Penalty: 5367.244629
	Iteration 32Q: 3 clusters Score -9357526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9357520.000000 Penalty: 5367.244629
	Iteration 33Q: 3 clusters Score -9357520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9357529.000000 Penalty: 5367.244629
	Iteration 34Q: 3 clusters Score -9357529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9357528.000000 Penalty: 5367.244629
	Iteration 35Q: 3 clusters Score -9357528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9357533.000000 Penalty: 5367.244629
	Iteration 36Q: 3 clusters Score -9357533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9357527.000000 Penalty: 5367.244629
	Iteration 37Q: 3 clusters Score -9357527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9357536.000000 Penalty: 5367.244629
	Iteration 38Q: 3 clusters Score -9357536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9357539.000000 Penalty: 5367.244629
	Iteration 39Q: 3 clusters Score -9357539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9357542.000000 Penalty: 5367.244629
	Iteration 40F: 3 clusters Score -9357542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9357537.000000 Penalty: 5367.244629
	Iteration 41Q: 3 clusters Score -9357537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9357537.000000 Penalty: 5367.244629
	Iteration 42F: 3 clusters Score -9357537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -112883.828125 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -112883.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -111257.992188 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -111258 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -111533.156250 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -111533.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -111673.851562 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -111673.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -111783.945312 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -111783.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -111853.187500 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -111853.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -111902.710938 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -111902.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -111935.359375 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -111935.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -111951.468750 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -111951.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -111958.398438 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -111958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -111961.937500 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -111961.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -111961.937500 Penalty: 3215.621338
	Iteration 10F: 3 clusters Score -111961.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Entering Unmasked Estep 
Score: -7644093.500000 Penalty: 2636.514893
	Iteration 0F: 2 clusters Score -7644094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -7616054.000000 Penalty: 5273.029785
	Iteration 0F: 3 clusters Score -7616054 nChanged 19055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -7626846.500000 Penalty: 5273.029785
	Iteration 1F: 3 clusters Score -7626846 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -7627652.000000 Penalty: 5273.029785
	Iteration 2Q: 3 clusters Score -7627652 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -7628700.500000 Penalty: 5273.029785
	Iteration 3F: 3 clusters Score -7628700 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -7630137.000000 Penalty: 5273.029785
	Iteration 4F: 3 clusters Score -7630137 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -7632140.000000 Penalty: 5273.029785
	Iteration 5F: 3 clusters Score -7632140 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -7634715.000000 Penalty: 5273.029785
	Iteration 6F: 3 clusters Score -7634715 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -7637580.000000 Penalty: 5273.029785
	Iteration 7F: 3 clusters Score -7637580 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -7639788.500000 Penalty: 5273.029785
	Iteration 8F: 3 clusters Score -7639788 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -7640957.000000 Penalty: 5273.029785
	Iteration 9Q: 3 clusters Score -7640957 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -7641399.500000 Penalty: 5273.029785
	Iteration 10Q: 3 clusters Score -7641400 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -7641587.000000 Penalty: 5273.029785
	Iteration 11Q: 3 clusters Score -7641587 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -7641706.500000 Penalty: 5273.029785
	Iteration 12Q: 3 clusters Score -7641706 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -7641810.500000 Penalty: 5273.029785
	Iteration 13Q: 3 clusters Score -7641810 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -7641875.500000 Penalty: 5273.029785
	Iteration 14Q: 3 clusters Score -7641876 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -7641917.000000 Penalty: 5273.029785
	Iteration 15Q: 3 clusters Score -7641917 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -7641922.000000 Penalty: 5273.029785
	Iteration 16Q: 3 clusters Score -7641922 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -7641957.000000 Penalty: 5273.029785
	Iteration 17Q: 3 clusters Score -7641957 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -7641977.500000 Penalty: 5273.029785
	Iteration 18Q: 3 clusters Score -7641978 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -7641992.000000 Penalty: 5273.029785
	Iteration 19Q: 3 clusters Score -7641992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -7641999.000000 Penalty: 5273.029785
	Iteration 20F: 3 clusters Score -7641999 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -7642008.000000 Penalty: 5273.029785
	Iteration 21Q: 3 clusters Score -7642008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -7642016.500000 Penalty: 5273.029785
	Iteration 22Q: 3 clusters Score -7642016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -7642017.500000 Penalty: 5273.029785
	Iteration 23Q: 3 clusters Score -7642018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -7642033.500000 Penalty: 5273.029785
	Iteration 24Q: 3 clusters Score -7642034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -7642059.500000 Penalty: 5273.029785
	Iteration 25Q: 3 clusters Score -7642060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -7642052.000000 Penalty: 5273.029785
	Iteration 26Q: 3 clusters Score -7642052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -7642055.500000 Penalty: 5273.029785
	Iteration 27Q: 3 clusters Score -7642056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -7642051.000000 Penalty: 5273.029785
	Iteration 28Q: 3 clusters Score -7642051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -7642056.000000 Penalty: 5273.029785
	Iteration 29Q: 3 clusters Score -7642056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -7642075.500000 Penalty: 5273.029785
	Iteration 30Q: 3 clusters Score -7642076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -7642086.000000 Penalty: 5273.029785
	Iteration 31Q: 3 clusters Score -7642086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -7642075.500000 Penalty: 5273.029785
	Iteration 32Q: 3 clusters Score -7642076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -7642081.500000 Penalty: 5273.029785
	Iteration 33Q: 3 clusters Score -7642082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -7642085.500000 Penalty: 5273.029785
	Iteration 34Q: 3 clusters Score -7642086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -7642084.000000 Penalty: 5273.029785
	Iteration 35Q: 3 clusters Score -7642084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -7642082.000000 Penalty: 5273.029785
	Iteration 36Q: 3 clusters Score -7642082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -7642084.500000 Penalty: 5273.029785
	Iteration 37Q: 3 clusters Score -7642084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -7642097.500000 Penalty: 5273.029785
	Iteration 38Q: 3 clusters Score -7642098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -7642102.000000 Penalty: 5273.029785
	Iteration 39Q: 3 clusters Score -7642102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -7642095.000000 Penalty: 5273.029785
	Iteration 40F: 3 clusters Score -7642095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -7642101.500000 Penalty: 5273.029785
	Iteration 41Q: 3 clusters Score -7642102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -7642104.500000 Penalty: 5273.029785
	Iteration 42Q: 3 clusters Score -7642104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -7642102.000000 Penalty: 5273.029785
	Iteration 43Q: 3 clusters Score -7642102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -7642105.000000 Penalty: 5273.029785
	Iteration 44Q: 3 clusters Score -7642105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -7642105.000000 Penalty: 5273.029785
	Iteration 45Q: 3 clusters Score -7642105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -7642099.500000 Penalty: 5273.029785
	Iteration 46Q: 3 clusters Score -7642100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -7642102.500000 Penalty: 5273.029785
	Iteration 47Q: 3 clusters Score -7642102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -7642109.000000 Penalty: 5273.029785
	Iteration 48Q: 3 clusters Score -7642109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -7642119.000000 Penalty: 5273.029785
	Iteration 49Q: 3 clusters Score -7642119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -7642110.500000 Penalty: 5273.029785
	Iteration 50Q: 3 clusters Score -7642110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -7642108.500000 Penalty: 5273.029785
	Iteration 51Q: 3 clusters Score -7642108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -7642118.500000 Penalty: 5273.029785
	Iteration 52Q: 3 clusters Score -7642118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -7642125.000000 Penalty: 5273.029785
	Iteration 53Q: 3 clusters Score -7642125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -7642126.000000 Penalty: 5273.029785
	Iteration 54Q: 3 clusters Score -7642126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7642119.500000 Penalty: 5273.029785
	Iteration 55Q: 3 clusters Score -7642120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -7642123.000000 Penalty: 5273.029785
	Iteration 56Q: 3 clusters Score -7642123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -7642122.500000 Penalty: 5273.029785
	Iteration 57Q: 3 clusters Score -7642122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -7642123.000000 Penalty: 5273.029785
	Iteration 58Q: 3 clusters Score -7642123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -7642118.500000 Penalty: 5273.029785
	Iteration 59Q: 3 clusters Score -7642118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -7642122.000000 Penalty: 5273.029785
	Iteration 60F: 3 clusters Score -7642122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -7642126.000000 Penalty: 5273.029785
	Iteration 61Q: 3 clusters Score -7642126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -7642118.500000 Penalty: 5273.029785
	Iteration 62Q: 3 clusters Score -7642118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -7642119.000000 Penalty: 5273.029785
	Iteration 63Q: 3 clusters Score -7642119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -7642124.500000 Penalty: 5273.029785
	Iteration 64Q: 3 clusters Score -7642124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -7642127.500000 Penalty: 5273.029785
	Iteration 65Q: 3 clusters Score -7642128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -7642132.000000 Penalty: 5273.029785
	Iteration 66Q: 3 clusters Score -7642132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -7642133.000000 Penalty: 5273.029785
	Iteration 67Q: 3 clusters Score -7642133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -7642132.500000 Penalty: 5273.029785
	Iteration 68Q: 3 clusters Score -7642132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -7642146.000000 Penalty: 5273.029785
	Iteration 69Q: 3 clusters Score -7642146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -7642165.500000 Penalty: 5273.029785
	Iteration 70Q: 3 clusters Score -7642166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -7642172.500000 Penalty: 5273.029785
	Iteration 71Q: 3 clusters Score -7642172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -7642174.500000 Penalty: 5273.029785
	Iteration 72Q: 3 clusters Score -7642174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -7642174.500000 Penalty: 5273.029785
	Iteration 73Q: 3 clusters Score -7642174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -7642186.000000 Penalty: 5273.029785
	Iteration 74Q: 3 clusters Score -7642186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -7642185.000000 Penalty: 5273.029785
	Iteration 75Q: 3 clusters Score -7642185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -7642180.500000 Penalty: 5273.029785
	Iteration 76Q: 3 clusters Score -7642180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -7642185.500000 Penalty: 5273.029785
	Iteration 77Q: 3 clusters Score -7642186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -7642188.000000 Penalty: 5273.029785
	Iteration 78Q: 3 clusters Score -7642188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -7642187.000000 Penalty: 5273.029785
	Iteration 79Q: 3 clusters Score -7642187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -7642190.500000 Penalty: 5273.029785
	Iteration 80F: 3 clusters Score -7642190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -7642203.000000 Penalty: 5273.029785
	Iteration 81Q: 3 clusters Score -7642203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -7642202.500000 Penalty: 5273.029785
	Iteration 82Q: 3 clusters Score -7642202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -7642211.500000 Penalty: 5273.029785
	Iteration 83Q: 3 clusters Score -7642212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -7642208.000000 Penalty: 5273.029785
	Iteration 84Q: 3 clusters Score -7642208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -7642193.500000 Penalty: 5273.029785
	Iteration 85Q: 3 clusters Score -7642194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -7642202.000000 Penalty: 5273.029785
	Iteration 86Q: 3 clusters Score -7642202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -7642198.500000 Penalty: 5273.029785
	Iteration 87Q: 3 clusters Score -7642198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -7642198.000000 Penalty: 5273.029785
	Iteration 88Q: 3 clusters Score -7642198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -7642197.000000 Penalty: 5273.029785
	Iteration 89Q: 3 clusters Score -7642197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -7642213.500000 Penalty: 5273.029785
	Iteration 90Q: 3 clusters Score -7642214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -7642206.500000 Penalty: 5273.029785
	Iteration 91Q: 3 clusters Score -7642206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -7642213.500000 Penalty: 5273.029785
	Iteration 92Q: 3 clusters Score -7642214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -7642216.500000 Penalty: 5273.029785
	Iteration 93Q: 3 clusters Score -7642216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -7642215.000000 Penalty: 5273.029785
	Iteration 94Q: 3 clusters Score -7642215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -7642227.000000 Penalty: 5273.029785
	Iteration 95Q: 3 clusters Score -7642227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -7642231.000000 Penalty: 5273.029785
	Iteration 96Q: 3 clusters Score -7642231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -7642231.000000 Penalty: 5273.029785
	Iteration 97Q: 3 clusters Score -7642231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -7642228.500000 Penalty: 5273.029785
	Iteration 98Q: 3 clusters Score -7642228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -7642240.500000 Penalty: 5273.029785
	Iteration 99Q: 3 clusters Score -7642240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -7642235.000000 Penalty: 5273.029785
	Iteration 100F: 3 clusters Score -7642235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -7642256.000000 Penalty: 5273.029785
	Iteration 101Q: 3 clusters Score -7642256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -7642250.500000 Penalty: 5273.029785
	Iteration 102Q: 3 clusters Score -7642250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -7642251.000000 Penalty: 5273.029785
	Iteration 103Q: 3 clusters Score -7642251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -7642256.500000 Penalty: 5273.029785
	Iteration 104Q: 3 clusters Score -7642256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -7642262.500000 Penalty: 5273.029785
	Iteration 105Q: 3 clusters Score -7642262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -7642258.500000 Penalty: 5273.029785
	Iteration 106Q: 3 clusters Score -7642258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -7642255.500000 Penalty: 5273.029785
	Iteration 107Q: 3 clusters Score -7642256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -7642252.500000 Penalty: 5273.029785
	Iteration 108Q: 3 clusters Score -7642252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -7642260.500000 Penalty: 5273.029785
	Iteration 109Q: 3 clusters Score -7642260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -7642258.000000 Penalty: 5273.029785
	Iteration 110Q: 3 clusters Score -7642258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -7642260.500000 Penalty: 5273.029785
	Iteration 111Q: 3 clusters Score -7642260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -7642262.500000 Penalty: 5273.029785
	Iteration 112Q: 3 clusters Score -7642262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -7642267.500000 Penalty: 5273.029785
	Iteration 113Q: 3 clusters Score -7642268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -7642257.000000 Penalty: 5273.029785
	Iteration 114Q: 3 clusters Score -7642257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -7642260.500000 Penalty: 5273.029785
	Iteration 115Q: 3 clusters Score -7642260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -7642262.500000 Penalty: 5273.029785
	Iteration 116Q: 3 clusters Score -7642262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -7642267.500000 Penalty: 5273.029785
	Iteration 117Q: 3 clusters Score -7642268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -7642269.000000 Penalty: 5273.029785
	Iteration 118Q: 3 clusters Score -7642269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -7642269.500000 Penalty: 5273.029785
	Iteration 119Q: 3 clusters Score -7642270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -7642270.000000 Penalty: 5273.029785
	Iteration 120F: 3 clusters Score -7642270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -7642276.000000 Penalty: 5273.029785
	Iteration 121Q: 3 clusters Score -7642276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -7642270.500000 Penalty: 5273.029785
	Iteration 122Q: 3 clusters Score -7642270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -7642265.000000 Penalty: 5273.029785
	Iteration 123Q: 3 clusters Score -7642265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -7642270.500000 Penalty: 5273.029785
	Iteration 124Q: 3 clusters Score -7642270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -7642276.500000 Penalty: 5273.029785
	Iteration 125Q: 3 clusters Score -7642276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -7642273.000000 Penalty: 5273.029785
	Iteration 126Q: 3 clusters Score -7642273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -7642274.000000 Penalty: 5273.029785
	Iteration 127Q: 3 clusters Score -7642274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -7642274.000000 Penalty: 5273.029785
	Iteration 128F: 3 clusters Score -7642274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Entering Unmasked Estep 
Score: -6963696.000000 Penalty: 2612.224121
	Iteration 0F: 2 clusters Score -6963696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -6938382.000000 Penalty: 5224.448242
	Iteration 0F: 3 clusters Score -6938382 nChanged 17089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -6948290.500000 Penalty: 5224.448242
	Iteration 1F: 3 clusters Score -6948290 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -6950055.000000 Penalty: 5224.448242
	Iteration 2F: 3 clusters Score -6950055 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -6952826.000000 Penalty: 5224.448242
	Iteration 3F: 3 clusters Score -6952826 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -6956090.500000 Penalty: 5224.448242
	Iteration 4F: 3 clusters Score -6956090 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -6959523.500000 Penalty: 5224.448242
	Iteration 5F: 3 clusters Score -6959524 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6962559.000000 Penalty: 5224.448242
	Iteration 6F: 3 clusters Score -6962559 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -6963757.500000 Penalty: 5224.448242
	Iteration 7Q: 3 clusters Score -6963758 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -6963966.500000 Penalty: 5224.448242
	Iteration 8Q: 3 clusters Score -6963966 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -6964027.500000 Penalty: 5224.448242
	Iteration 9Q: 3 clusters Score -6964028 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -6964045.500000 Penalty: 5224.448242
	Iteration 10Q: 3 clusters Score -6964046 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -6964043.500000 Penalty: 5224.448242
	Iteration 11Q: 3 clusters Score -6964044 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -6964054.500000 Penalty: 5224.448242
	Iteration 12Q: 3 clusters Score -6964054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -6964051.500000 Penalty: 5224.448242
	Iteration 13Q: 3 clusters Score -6964052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -6964048.000000 Penalty: 5224.448242
	Iteration 14Q: 3 clusters Score -6964048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -6964040.000000 Penalty: 5224.448242
	Iteration 15Q: 3 clusters Score -6964040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -6964046.500000 Penalty: 5224.448242
	Iteration 16Q: 3 clusters Score -6964046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -6964046.000000 Penalty: 5224.448242
	Iteration 17Q: 3 clusters Score -6964046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -6964047.500000 Penalty: 5224.448242
	Iteration 18Q: 3 clusters Score -6964048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -6964045.500000 Penalty: 5224.448242
	Iteration 19Q: 3 clusters Score -6964046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -6964043.500000 Penalty: 5224.448242
	Iteration 20F: 3 clusters Score -6964044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -6964048.500000 Penalty: 5224.448242
	Iteration 21Q: 3 clusters Score -6964048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -6964048.500000 Penalty: 5224.448242
	Iteration 22F: 3 clusters Score -6964048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 51783 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49442 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 32145 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 21871 members 
Mstep: Class 12 contains 5308 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45164 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51290 members 
Mstep: Class 19 contains 31712 members 
Mstep: Class 20 contains 50064 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 41403 members 
Mstep: Class 23 contains 9000 members 
Mstep: Class 24 contains 43347 members 
Mstep: Class 25 contains 31784 members 
Mstep: Class 26 contains 47640 members 
Mstep: Class 27 contains 28540 members 
Entering Unmasked Estep 
Score: -110194232.000000 Penalty: 89117.335938
Splitting cluster 23 changes total score from -110194416.000000 to -110194232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (43347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Entering Unmasked Estep 
Score: -8099158.000000 Penalty: 2647.894043
	Iteration 0F: 2 clusters Score -8099158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -8070176.500000 Penalty: 5295.788086
	Iteration 0F: 3 clusters Score -8070176 nChanged 19958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -8081254.500000 Penalty: 5295.788086
	Iteration 1F: 3 clusters Score -8081254 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -8081871.500000 Penalty: 5295.788086
	Iteration 2Q: 3 clusters Score -8081872 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -8082526.500000 Penalty: 5295.788086
	Iteration 3Q: 3 clusters Score -8082526 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -8083334.000000 Penalty: 5295.788086
	Iteration 4Q: 3 clusters Score -8083334 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -8084709.500000 Penalty: 5295.788086
	Iteration 5F: 3 clusters Score -8084710 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8086739.000000 Penalty: 5295.788086
	Iteration 6F: 3 clusters Score -8086739 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -8089591.000000 Penalty: 5295.788086
	Iteration 7F: 3 clusters Score -8089591 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -8091732.000000 Penalty: 5295.788086
	Iteration 8F: 3 clusters Score -8091732 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -8093006.500000 Penalty: 5295.788086
	Iteration 9Q: 3 clusters Score -8093006 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -8094120.500000 Penalty: 5295.788086
	Iteration 10Q: 3 clusters Score -8094120 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -8095004.000000 Penalty: 5295.788086
	Iteration 11Q: 3 clusters Score -8095004 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -8095611.000000 Penalty: 5295.788086
	Iteration 12Q: 3 clusters Score -8095611 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -8096006.500000 Penalty: 5295.788086
	Iteration 13Q: 3 clusters Score -8096006 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -8096153.000000 Penalty: 5295.788086
	Iteration 14Q: 3 clusters Score -8096153 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -8096291.500000 Penalty: 5295.788086
	Iteration 15Q: 3 clusters Score -8096292 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -8096356.500000 Penalty: 5295.788086
	Iteration 16Q: 3 clusters Score -8096356 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -8096348.000000 Penalty: 5295.788086
	Iteration 17Q: 3 clusters Score -8096348 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -8096394.000000 Penalty: 5295.788086
	Iteration 18Q: 3 clusters Score -8096394 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -8096439.000000 Penalty: 5295.788086
	Iteration 19Q: 3 clusters Score -8096439 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -8096458.000000 Penalty: 5295.788086
	Iteration 20F: 3 clusters Score -8096458 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -8096454.500000 Penalty: 5295.788086
	Iteration 21Q: 3 clusters Score -8096454 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -8096459.000000 Penalty: 5295.788086
	Iteration 22Q: 3 clusters Score -8096459 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -8096477.000000 Penalty: 5295.788086
	Iteration 23Q: 3 clusters Score -8096477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -8096477.500000 Penalty: 5295.788086
	Iteration 24Q: 3 clusters Score -8096478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -8096487.500000 Penalty: 5295.788086
	Iteration 25Q: 3 clusters Score -8096488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -8096484.500000 Penalty: 5295.788086
	Iteration 26Q: 3 clusters Score -8096484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -8096478.000000 Penalty: 5295.788086
	Iteration 27Q: 3 clusters Score -8096478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -8096490.000000 Penalty: 5295.788086
	Iteration 28Q: 3 clusters Score -8096490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -8096489.000000 Penalty: 5295.788086
	Iteration 29Q: 3 clusters Score -8096489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -8096495.000000 Penalty: 5295.788086
	Iteration 30Q: 3 clusters Score -8096495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -8096483.000000 Penalty: 5295.788086
	Iteration 31Q: 3 clusters Score -8096483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -8096491.000000 Penalty: 5295.788086
	Iteration 32Q: 3 clusters Score -8096491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -8096494.500000 Penalty: 5295.788086
	Iteration 33Q: 3 clusters Score -8096494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -8096485.000000 Penalty: 5295.788086
	Iteration 34Q: 3 clusters Score -8096485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -8096495.000000 Penalty: 5295.788086
	Iteration 35Q: 3 clusters Score -8096495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -8096479.500000 Penalty: 5295.788086
	Iteration 36Q: 3 clusters Score -8096480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -8096479.500000 Penalty: 5295.788086
	Iteration 37Q: 3 clusters Score -8096480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -8096478.000000 Penalty: 5295.788086
	Iteration 38Q: 3 clusters Score -8096478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -8096474.000000 Penalty: 5295.788086
	Iteration 39Q: 3 clusters Score -8096474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -8096485.500000 Penalty: 5295.788086
	Iteration 40F: 3 clusters Score -8096486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -8096481.000000 Penalty: 5295.788086
	Iteration 41Q: 3 clusters Score -8096481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -8096484.500000 Penalty: 5295.788086
	Iteration 42Q: 3 clusters Score -8096484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -8096490.500000 Penalty: 5295.788086
	Iteration 43Q: 3 clusters Score -8096490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -8096479.500000 Penalty: 5295.788086
	Iteration 44Q: 3 clusters Score -8096480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -8096503.000000 Penalty: 5295.788086
	Iteration 45Q: 3 clusters Score -8096503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -8096489.000000 Penalty: 5295.788086
	Iteration 46Q: 3 clusters Score -8096489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -8096492.000000 Penalty: 5295.788086
	Iteration 47Q: 3 clusters Score -8096492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -8096492.000000 Penalty: 5295.788086
	Iteration 48F: 3 clusters Score -8096492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Entering Unmasked Estep 
Score: -5935011.500000 Penalty: 2570.946045
	Iteration 0F: 2 clusters Score -5935012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -5913478.500000 Penalty: 5141.892090
	Iteration 0F: 3 clusters Score -5913478 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -5921172.000000 Penalty: 5141.892090
	Iteration 1F: 3 clusters Score -5921172 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -5921576.500000 Penalty: 5141.892090
	Iteration 2Q: 3 clusters Score -5921576 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -5921959.500000 Penalty: 5141.892090
	Iteration 3Q: 3 clusters Score -5921960 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -5922248.500000 Penalty: 5141.892090
	Iteration 4Q: 3 clusters Score -5922248 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5922539.500000 Penalty: 5141.892090
	Iteration 5Q: 3 clusters Score -5922540 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -5922911.500000 Penalty: 5141.892090
	Iteration 6Q: 3 clusters Score -5922912 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5923379.500000 Penalty: 5141.892090
	Iteration 7Q: 3 clusters Score -5923380 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -5924017.000000 Penalty: 5141.892090
	Iteration 8Q: 3 clusters Score -5924017 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -5924779.000000 Penalty: 5141.892090
	Iteration 9Q: 3 clusters Score -5924779 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -5925745.500000 Penalty: 5141.892090
	Iteration 10Q: 3 clusters Score -5925746 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -5926971.000000 Penalty: 5141.892090
	Iteration 11Q: 3 clusters Score -5926971 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -5928115.500000 Penalty: 5141.892090
	Iteration 12Q: 3 clusters Score -5928116 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -5929041.500000 Penalty: 5141.892090
	Iteration 13Q: 3 clusters Score -5929042 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -5929842.000000 Penalty: 5141.892090
	Iteration 14Q: 3 clusters Score -5929842 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -5930483.000000 Penalty: 5141.892090
	Iteration 15Q: 3 clusters Score -5930483 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -5930873.500000 Penalty: 5141.892090
	Iteration 16Q: 3 clusters Score -5930874 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -5931139.000000 Penalty: 5141.892090
	Iteration 17Q: 3 clusters Score -5931139 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -5931351.000000 Penalty: 5141.892090
	Iteration 18Q: 3 clusters Score -5931351 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -5931533.500000 Penalty: 5141.892090
	Iteration 19Q: 3 clusters Score -5931534 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -5931702.500000 Penalty: 5141.892090
	Iteration 20F: 3 clusters Score -5931702 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -5931867.000000 Penalty: 5141.892090
	Iteration 21Q: 3 clusters Score -5931867 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -5931994.000000 Penalty: 5141.892090
	Iteration 22Q: 3 clusters Score -5931994 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -5932063.000000 Penalty: 5141.892090
	Iteration 23Q: 3 clusters Score -5932063 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -5932131.000000 Penalty: 5141.892090
	Iteration 24Q: 3 clusters Score -5932131 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -5932155.500000 Penalty: 5141.892090
	Iteration 25Q: 3 clusters Score -5932156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -5932155.000000 Penalty: 5141.892090
	Iteration 26Q: 3 clusters Score -5932155 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -5932154.500000 Penalty: 5141.892090
	Iteration 27Q: 3 clusters Score -5932154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -5932169.500000 Penalty: 5141.892090
	Iteration 28Q: 3 clusters Score -5932170 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -5932200.000000 Penalty: 5141.892090
	Iteration 29Q: 3 clusters Score -5932200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -5932204.000000 Penalty: 5141.892090
	Iteration 30Q: 3 clusters Score -5932204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -5932219.500000 Penalty: 5141.892090
	Iteration 31Q: 3 clusters Score -5932220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -5932232.000000 Penalty: 5141.892090
	Iteration 32Q: 3 clusters Score -5932232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -5932245.000000 Penalty: 5141.892090
	Iteration 33Q: 3 clusters Score -5932245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -5932249.000000 Penalty: 5141.892090
	Iteration 34Q: 3 clusters Score -5932249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -5932253.000000 Penalty: 5141.892090
	Iteration 35Q: 3 clusters Score -5932253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -5932260.000000 Penalty: 5141.892090
	Iteration 36Q: 3 clusters Score -5932260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -5932249.000000 Penalty: 5141.892090
	Iteration 37Q: 3 clusters Score -5932249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -5932248.500000 Penalty: 5141.892090
	Iteration 38Q: 3 clusters Score -5932248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -5932257.500000 Penalty: 5141.892090
	Iteration 39Q: 3 clusters Score -5932258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -5932276.000000 Penalty: 5141.892090
	Iteration 40F: 3 clusters Score -5932276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -5932277.500000 Penalty: 5141.892090
	Iteration 41Q: 3 clusters Score -5932278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -5932291.000000 Penalty: 5141.892090
	Iteration 42Q: 3 clusters Score -5932291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -5932290.000000 Penalty: 5141.892090
	Iteration 43Q: 3 clusters Score -5932290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -5932283.000000 Penalty: 5141.892090
	Iteration 44Q: 3 clusters Score -5932283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -5932291.500000 Penalty: 5141.892090
	Iteration 45Q: 3 clusters Score -5932292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -5932292.000000 Penalty: 5141.892090
	Iteration 46Q: 3 clusters Score -5932292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -5932289.500000 Penalty: 5141.892090
	Iteration 47Q: 3 clusters Score -5932290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -5932288.000000 Penalty: 5141.892090
	Iteration 48Q: 3 clusters Score -5932288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -5932287.000000 Penalty: 5141.892090
	Iteration 49Q: 3 clusters Score -5932287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -5932280.000000 Penalty: 5141.892090
	Iteration 50Q: 3 clusters Score -5932280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -5932281.500000 Penalty: 5141.892090
	Iteration 51Q: 3 clusters Score -5932282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -5932283.500000 Penalty: 5141.892090
	Iteration 52Q: 3 clusters Score -5932284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -5932277.500000 Penalty: 5141.892090
	Iteration 53Q: 3 clusters Score -5932278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -5932275.000000 Penalty: 5141.892090
	Iteration 54Q: 3 clusters Score -5932275 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -5932290.500000 Penalty: 5141.892090
	Iteration 55Q: 3 clusters Score -5932290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -5932286.000000 Penalty: 5141.892090
	Iteration 56Q: 3 clusters Score -5932286 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -5932275.500000 Penalty: 5141.892090
	Iteration 57Q: 3 clusters Score -5932276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -5932272.000000 Penalty: 5141.892090
	Iteration 58Q: 3 clusters Score -5932272 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -5932288.500000 Penalty: 5141.892090
	Iteration 59Q: 3 clusters Score -5932288 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -5932274.500000 Penalty: 5141.892090
	Iteration 60F: 3 clusters Score -5932274 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -5932262.000000 Penalty: 5141.892090
	Iteration 61Q: 3 clusters Score -5932262 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -5932283.000000 Penalty: 5141.892090
	Iteration 62Q: 3 clusters Score -5932283 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -5932300.500000 Penalty: 5141.892090
	Iteration 63Q: 3 clusters Score -5932300 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -5932299.000000 Penalty: 5141.892090
	Iteration 64Q: 3 clusters Score -5932299 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -5932301.500000 Penalty: 5141.892090
	Iteration 65Q: 3 clusters Score -5932302 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -5932298.500000 Penalty: 5141.892090
	Iteration 66Q: 3 clusters Score -5932298 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -5932314.000000 Penalty: 5141.892090
	Iteration 67Q: 3 clusters Score -5932314 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -5932312.000000 Penalty: 5141.892090
	Iteration 68Q: 3 clusters Score -5932312 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -5932333.500000 Penalty: 5141.892090
	Iteration 69Q: 3 clusters Score -5932334 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -5932345.500000 Penalty: 5141.892090
	Iteration 70Q: 3 clusters Score -5932346 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -5932368.000000 Penalty: 5141.892090
	Iteration 71Q: 3 clusters Score -5932368 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -5932368.500000 Penalty: 5141.892090
	Iteration 72Q: 3 clusters Score -5932368 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -5932353.000000 Penalty: 5141.892090
	Iteration 73Q: 3 clusters Score -5932353 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -5932364.000000 Penalty: 5141.892090
	Iteration 74Q: 3 clusters Score -5932364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -5932393.000000 Penalty: 5141.892090
	Iteration 75Q: 3 clusters Score -5932393 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -5932393.000000 Penalty: 5141.892090
	Iteration 76Q: 3 clusters Score -5932393 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -5932425.000000 Penalty: 5141.892090
	Iteration 77Q: 3 clusters Score -5932425 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -5932426.500000 Penalty: 5141.892090
	Iteration 78Q: 3 clusters Score -5932426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -5932419.500000 Penalty: 5141.892090
	Iteration 79Q: 3 clusters Score -5932420 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -5932417.000000 Penalty: 5141.892090
	Iteration 80F: 3 clusters Score -5932417 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -5932430.500000 Penalty: 5141.892090
	Iteration 81Q: 3 clusters Score -5932430 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -5932434.500000 Penalty: 5141.892090
	Iteration 82Q: 3 clusters Score -5932434 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -5932444.500000 Penalty: 5141.892090
	Iteration 83Q: 3 clusters Score -5932444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -5932462.500000 Penalty: 5141.892090
	Iteration 84Q: 3 clusters Score -5932462 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -5932480.500000 Penalty: 5141.892090
	Iteration 85Q: 3 clusters Score -5932480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -5932472.500000 Penalty: 5141.892090
	Iteration 86Q: 3 clusters Score -5932472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -5932479.500000 Penalty: 5141.892090
	Iteration 87Q: 3 clusters Score -5932480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -5932481.000000 Penalty: 5141.892090
	Iteration 88Q: 3 clusters Score -5932481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -5932483.000000 Penalty: 5141.892090
	Iteration 89Q: 3 clusters Score -5932483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5932483.000000 Penalty: 5141.892090
	Iteration 90Q: 3 clusters Score -5932483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -5932478.000000 Penalty: 5141.892090
	Iteration 91Q: 3 clusters Score -5932478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -5932475.500000 Penalty: 5141.892090
	Iteration 92Q: 3 clusters Score -5932476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -5932476.500000 Penalty: 5141.892090
	Iteration 93Q: 3 clusters Score -5932476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -5932472.500000 Penalty: 5141.892090
	Iteration 94Q: 3 clusters Score -5932472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -5932481.500000 Penalty: 5141.892090
	Iteration 95Q: 3 clusters Score -5932482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -5932479.000000 Penalty: 5141.892090
	Iteration 96Q: 3 clusters Score -5932479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -5932476.500000 Penalty: 5141.892090
	Iteration 97Q: 3 clusters Score -5932476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -5932475.500000 Penalty: 5141.892090
	Iteration 98Q: 3 clusters Score -5932476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -5932484.000000 Penalty: 5141.892090
	Iteration 99Q: 3 clusters Score -5932484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -5932469.500000 Penalty: 5141.892090
	Iteration 100F: 3 clusters Score -5932470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -5932476.500000 Penalty: 5141.892090
	Iteration 101Q: 3 clusters Score -5932476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -5932475.000000 Penalty: 5141.892090
	Iteration 102Q: 3 clusters Score -5932475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -5932470.000000 Penalty: 5141.892090
	Iteration 103Q: 3 clusters Score -5932470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -5932472.500000 Penalty: 5141.892090
	Iteration 104Q: 3 clusters Score -5932472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -5932468.500000 Penalty: 5141.892090
	Iteration 105Q: 3 clusters Score -5932468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -5932468.500000 Penalty: 5141.892090
	Iteration 106F: 3 clusters Score -5932468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (47640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Entering Unmasked Estep 
Score: -8913475.000000 Penalty: 2671.314209
	Iteration 0F: 2 clusters Score -8913475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -8882106.000000 Penalty: 5342.628418
	Iteration 0F: 3 clusters Score -8882106 nChanged 21959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -8894095.000000 Penalty: 5342.628418
	Iteration 1F: 3 clusters Score -8894095 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -8894710.000000 Penalty: 5342.628418
	Iteration 2Q: 3 clusters Score -8894710 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -8895441.000000 Penalty: 5342.628418
	Iteration 3Q: 3 clusters Score -8895441 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -8896353.000000 Penalty: 5342.628418
	Iteration 4Q: 3 clusters Score -8896353 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -8897890.000000 Penalty: 5342.628418
	Iteration 5F: 3 clusters Score -8897890 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -8900034.000000 Penalty: 5342.628418
	Iteration 6F: 3 clusters Score -8900034 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -8902786.000000 Penalty: 5342.628418
	Iteration 7F: 3 clusters Score -8902786 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -8905772.000000 Penalty: 5342.628418
	Iteration 8F: 3 clusters Score -8905772 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -8908237.000000 Penalty: 5342.628418
	Iteration 9F: 3 clusters Score -8908237 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -8909980.000000 Penalty: 5342.628418
	Iteration 10Q: 3 clusters Score -8909980 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -8910721.000000 Penalty: 5342.628418
	Iteration 11Q: 3 clusters Score -8910721 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -8910959.000000 Penalty: 5342.628418
	Iteration 12Q: 3 clusters Score -8910959 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -8911109.000000 Penalty: 5342.628418
	Iteration 13Q: 3 clusters Score -8911109 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -8911187.000000 Penalty: 5342.628418
	Iteration 14Q: 3 clusters Score -8911187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -8911210.000000 Penalty: 5342.628418
	Iteration 15Q: 3 clusters Score -8911210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -8911225.000000 Penalty: 5342.628418
	Iteration 16Q: 3 clusters Score -8911225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -8911238.000000 Penalty: 5342.628418
	Iteration 17Q: 3 clusters Score -8911238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -8911241.000000 Penalty: 5342.628418
	Iteration 18Q: 3 clusters Score -8911241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -8911239.000000 Penalty: 5342.628418
	Iteration 19Q: 3 clusters Score -8911239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -8911247.000000 Penalty: 5342.628418
	Iteration 20F: 3 clusters Score -8911247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -8911249.000000 Penalty: 5342.628418
	Iteration 21Q: 3 clusters Score -8911249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -8911239.000000 Penalty: 5342.628418
	Iteration 22Q: 3 clusters Score -8911239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -8911239.000000 Penalty: 5342.628418
	Iteration 23Q: 3 clusters Score -8911239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -8911239.000000 Penalty: 5342.628418
	Iteration 24F: 3 clusters Score -8911239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 51783 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49442 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 32145 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 21871 members 
Mstep: Class 12 contains 5308 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45164 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51290 members 
Mstep: Class 19 contains 31712 members 
Mstep: Class 20 contains 50064 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 41403 members 
Mstep: Class 23 contains 37540 members 
Mstep: Class 24 contains 43347 members 
Mstep: Class 25 contains 31784 members 
Mstep: Class 26 contains 47640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194616.000000 Penalty: 85816.687500
Iteration 479Q: 27 clusters Score -1.101946e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 51903 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49558 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7352 members 
Mstep: Class 8 contains 32226 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 21605 members 
Mstep: Class 12 contains 5300 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45061 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51319 members 
Mstep: Class 19 contains 31708 members 
Mstep: Class 20 contains 50132 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 41393 members 
Mstep: Class 23 contains 37557 members 
Mstep: Class 24 contains 43338 members 
Mstep: Class 25 contains 31710 members 
Mstep: Class 26 contains 47587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194416.000000 Penalty: 85816.687500
Iteration 480F: 27 clusters Score -1.101944e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 52030 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49654 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 32235 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 21332 members 
Mstep: Class 12 contains 5284 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45008 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51337 members 
Mstep: Class 19 contains 31709 members 
Mstep: Class 20 contains 50215 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 41417 members 
Mstep: Class 23 contains 37578 members 
Mstep: Class 24 contains 43314 members 
Mstep: Class 25 contains 31623 members 
Mstep: Class 26 contains 47565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193976.000000 Penalty: 85816.687500
Iteration 481Q: 27 clusters Score -1.10194e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 52058 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49769 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7345 members 
Mstep: Class 8 contains 32250 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 21071 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 44980 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2553 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51370 members 
Mstep: Class 19 contains 31712 members 
Mstep: Class 20 contains 50285 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 41451 members 
Mstep: Class 23 contains 37586 members 
Mstep: Class 24 contains 43303 members 
Mstep: Class 25 contains 31562 members 
Mstep: Class 26 contains 47535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193984.000000 Penalty: 85816.687500
Iteration 482Q: 27 clusters Score -1.10194e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 52144 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49847 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7343 members 
Mstep: Class 8 contains 32303 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 20810 members 
Mstep: Class 12 contains 5266 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 44947 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51397 members 
Mstep: Class 19 contains 31710 members 
Mstep: Class 20 contains 50263 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 41488 members 
Mstep: Class 23 contains 37603 members 
Mstep: Class 24 contains 43296 members 
Mstep: Class 25 contains 31486 members 
Mstep: Class 26 contains 47550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193712.000000 Penalty: 85816.687500
Iteration 483Q: 27 clusters Score -1.101937e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 52230 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49891 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 32329 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 20548 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 44968 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51412 members 
Mstep: Class 19 contains 31706 members 
Mstep: Class 20 contains 50303 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 41553 members 
Mstep: Class 23 contains 37602 members 
Mstep: Class 24 contains 43303 members 
Mstep: Class 25 contains 31407 members 
Mstep: Class 26 contains 47552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193536.000000 Penalty: 85816.687500
Iteration 484Q: 27 clusters Score -1.101935e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 52285 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49940 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7348 members 
Mstep: Class 8 contains 32366 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 20306 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45030 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51422 members 
Mstep: Class 19 contains 31706 members 
Mstep: Class 20 contains 50329 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 41617 members 
Mstep: Class 23 contains 37603 members 
Mstep: Class 24 contains 43316 members 
Mstep: Class 25 contains 31313 members 
Mstep: Class 26 contains 47550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193592.000000 Penalty: 85816.687500
Iteration 485Q: 27 clusters Score -1.101936e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 52337 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49992 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 32411 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 20058 members 
Mstep: Class 12 contains 5244 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45086 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51432 members 
Mstep: Class 19 contains 31711 members 
Mstep: Class 20 contains 50385 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 41681 members 
Mstep: Class 23 contains 37605 members 
Mstep: Class 24 contains 43297 members 
Mstep: Class 25 contains 31239 members 
Mstep: Class 26 contains 47539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193576.000000 Penalty: 85816.687500
Iteration 486Q: 27 clusters Score -1.101936e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 52404 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 50000 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 32495 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 19822 members 
Mstep: Class 12 contains 5241 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45117 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51464 members 
Mstep: Class 19 contains 31722 members 
Mstep: Class 20 contains 50424 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 41724 members 
Mstep: Class 23 contains 37593 members 
Mstep: Class 24 contains 43313 members 
Mstep: Class 25 contains 31131 members 
Mstep: Class 26 contains 47542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193152.000000 Penalty: 85816.687500
Iteration 487Q: 27 clusters Score -1.101932e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 52465 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49990 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7336 members 
Mstep: Class 8 contains 32583 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 19587 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45189 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51518 members 
Mstep: Class 19 contains 31721 members 
Mstep: Class 20 contains 50455 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 41770 members 
Mstep: Class 23 contains 37576 members 
Mstep: Class 24 contains 43350 members 
Mstep: Class 25 contains 31000 members 
Mstep: Class 26 contains 47508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193064.000000 Penalty: 85816.687500
Iteration 488Q: 27 clusters Score -1.101931e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 52528 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49978 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7336 members 
Mstep: Class 8 contains 32722 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 19363 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45246 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 51549 members 
Mstep: Class 19 contains 31720 members 
Mstep: Class 20 contains 50483 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 41795 members 
Mstep: Class 23 contains 37557 members 
Mstep: Class 24 contains 43353 members 
Mstep: Class 25 contains 30904 members 
Mstep: Class 26 contains 47462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192864.000000 Penalty: 85816.687500
Iteration 489Q: 27 clusters Score -1.101929e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 52616 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49989 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7343 members 
Mstep: Class 8 contains 32879 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 19119 members 
Mstep: Class 12 contains 5228 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45314 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51563 members 
Mstep: Class 19 contains 31728 members 
Mstep: Class 20 contains 50445 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 41830 members 
Mstep: Class 23 contains 37550 members 
Mstep: Class 24 contains 43378 members 
Mstep: Class 25 contains 30821 members 
Mstep: Class 26 contains 47365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192792.000000 Penalty: 85816.687500
Iteration 490Q: 27 clusters Score -1.101928e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 52722 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 50006 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7345 members 
Mstep: Class 8 contains 33046 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 18891 members 
Mstep: Class 12 contains 5214 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45412 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51569 members 
Mstep: Class 19 contains 31735 members 
Mstep: Class 20 contains 50394 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 41842 members 
Mstep: Class 23 contains 37556 members 
Mstep: Class 24 contains 43380 members 
Mstep: Class 25 contains 30739 members 
Mstep: Class 26 contains 47240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192584.000000 Penalty: 85816.687500
Iteration 491Q: 27 clusters Score -1.101926e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 52815 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49974 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7351 members 
Mstep: Class 8 contains 33271 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 18673 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45573 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51580 members 
Mstep: Class 19 contains 31746 members 
Mstep: Class 20 contains 50276 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 22 contains 41885 members 
Mstep: Class 23 contains 37557 members 
Mstep: Class 24 contains 43369 members 
Mstep: Class 25 contains 30672 members 
Mstep: Class 26 contains 47077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192720.000000 Penalty: 85816.687500
Iteration 492Q: 27 clusters Score -1.101927e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 52923 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49968 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 33625 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45768 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51576 members 
Mstep: Class 19 contains 31759 members 
Mstep: Class 20 contains 50035 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 41918 members 
Mstep: Class 23 contains 37542 members 
Mstep: Class 24 contains 43379 members 
Mstep: Class 25 contains 30601 members 
Mstep: Class 26 contains 46833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192216.000000 Penalty: 85816.687500
Iteration 493Q: 27 clusters Score -1.101922e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 52990 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49950 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7352 members 
Mstep: Class 8 contains 34004 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 45959 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51594 members 
Mstep: Class 19 contains 31778 members 
Mstep: Class 20 contains 49823 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 41961 members 
Mstep: Class 23 contains 37529 members 
Mstep: Class 24 contains 43364 members 
Mstep: Class 25 contains 30521 members 
Mstep: Class 26 contains 46591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192200.000000 Penalty: 85816.687500
Iteration 494Q: 27 clusters Score -1.101922e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 53016 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49926 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7345 members 
Mstep: Class 8 contains 34406 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 18062 members 
Mstep: Class 12 contains 5222 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46119 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51620 members 
Mstep: Class 19 contains 31778 members 
Mstep: Class 20 contains 49593 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 42028 members 
Mstep: Class 23 contains 37531 members 
Mstep: Class 24 contains 43284 members 
Mstep: Class 25 contains 30440 members 
Mstep: Class 26 contains 46452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192256.000000 Penalty: 85816.687500
Iteration 495Q: 27 clusters Score -1.101923e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 53053 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49872 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7350 members 
Mstep: Class 8 contains 34805 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 17880 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46271 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 51650 members 
Mstep: Class 19 contains 31777 members 
Mstep: Class 20 contains 49433 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 42088 members 
Mstep: Class 23 contains 37533 members 
Mstep: Class 24 contains 43194 members 
Mstep: Class 25 contains 30358 members 
Mstep: Class 26 contains 46297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192112.000000 Penalty: 85816.687500
Iteration 496Q: 27 clusters Score -1.101921e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 53109 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49816 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7342 members 
Mstep: Class 8 contains 35260 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 17713 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46452 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51684 members 
Mstep: Class 19 contains 31775 members 
Mstep: Class 20 contains 49174 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 42166 members 
Mstep: Class 23 contains 37523 members 
Mstep: Class 24 contains 43150 members 
Mstep: Class 25 contains 30257 members 
Mstep: Class 26 contains 46106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192224.000000 Penalty: 85816.687500
Iteration 497Q: 27 clusters Score -1.101922e+08 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 53103 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49747 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7337 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 17558 members 
Mstep: Class 12 contains 5235 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46632 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51696 members 
Mstep: Class 19 contains 31777 members 
Mstep: Class 20 contains 48927 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 42235 members 
Mstep: Class 23 contains 37501 members 
Mstep: Class 24 contains 42981 members 
Mstep: Class 25 contains 30177 members 
Mstep: Class 26 contains 46049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192544.000000 Penalty: 85816.687500
Iteration 498Q: 27 clusters Score -1.101925e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 53148 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49709 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7330 members 
Mstep: Class 8 contains 36399 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 17393 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46759 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51716 members 
Mstep: Class 19 contains 31770 members 
Mstep: Class 20 contains 48668 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 42284 members 
Mstep: Class 23 contains 37478 members 
Mstep: Class 24 contains 42787 members 
Mstep: Class 25 contains 30107 members 
Mstep: Class 26 contains 45903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192688.000000 Penalty: 85816.687500
Iteration 499Q: 27 clusters Score -1.101927e+08 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 53229 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 49672 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 7330 members 
Mstep: Class 8 contains 37099 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 17235 members 
Mstep: Class 12 contains 5244 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 46868 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 51730 members 
Mstep: Class 19 contains 31780 members 
Mstep: Class 20 contains 48194 members 
Mstep: Class 21 contains 663 members 
Mstep: Class 22 contains 42335 members 
Mstep: Class 23 contains 37465 members 
Mstep: Class 24 contains 42488 members 
Mstep: Class 25 contains 30093 members 
Mstep: Class 26 contains 45852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192760.000000 Penalty: 85816.687500
Iteration 500F: 27 clusters Score -1.101928e+08 nChanged 3529
Maximum iterations exceeded
--- Evaluating fit on full set of 1807857 points ---
Entering Unmasked Estep 
Score: -333295584.000000 Penalty: 92900.546875
21->27 Clusters: Score -333295584.000000, best is -333276800.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 602619 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 28644 members 
Mstep: Class 3 contains 28943 members 
Mstep: Class 4 contains 28752 members 
Mstep: Class 5 contains 28716 members 
Mstep: Class 6 contains 28688 members 
Mstep: Class 7 contains 28799 members 
Mstep: Class 8 contains 28817 members 
Mstep: Class 9 contains 28676 members 
Mstep: Class 10 contains 28848 members 
Mstep: Class 11 contains 28679 members 
Mstep: Class 12 contains 28698 members 
Mstep: Class 13 contains 28787 members 
Mstep: Class 14 contains 28744 members 
Mstep: Class 15 contains 28379 members 
Mstep: Class 16 contains 28855 members 
Mstep: Class 17 contains 28705 members 
Mstep: Class 18 contains 28701 members 
Mstep: Class 19 contains 28493 members 
Mstep: Class 20 contains 28597 members 
Mstep: Class 21 contains 28555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 632.510986 but Gain 3300.648438
Score: -104862280.000000 Penalty: 66012.835938
Iteration 0F: 21 clusters Score -1.048623e+08 nChanged 573728
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 398584 members 
Mstep: Class 3 contains 13385 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 3474 members 
Mstep: Class 9 contains 5096 members 
Mstep: Class 10 contains 70784 members 
Mstep: Class 11 contains 12049 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 10726 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 18036 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 19 contains 2235 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 23555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 588.117493 but Gain 3300.640625
Score: -108668424.000000 Penalty: 62712.195312
Iteration 1F: 20 clusters Score -1.086684e+08 nChanged 253297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1457 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 237409 members 
Mstep: Class 3 contains 17015 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 225122 members 
Mstep: Class 11 contains 13246 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 19866 members 
Mstep: Class 16 contains 728 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 969 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 41544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1761.824219 but Gain 3300.640625
Score: -108990232.000000 Penalty: 59411.554688
Iteration 2F: 19 clusters Score -1.089902e+08 nChanged 166465
Entering Unmasked Mstep 
Mstep: Class 0 contains 1027 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 184595 members 
Mstep: Class 3 contains 30516 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 1243 members 
Mstep: Class 9 contains 4091 members 
Mstep: Class 10 contains 183492 members 
Mstep: Class 11 contains 18563 members 
Mstep: Class 12 contains 2270 members 
Mstep: Class 13 contains 20167 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 30539 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 1599 members 
Mstep: Class 21 contains 94521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1796.940674 but Gain 3300.640625
Score: -109320976.000000 Penalty: 56110.914062
Iteration 3F: 18 clusters Score -1.09321e+08 nChanged 176497
Entering Unmasked Mstep 
Mstep: Class 0 contains 698 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 141977 members 
Mstep: Class 3 contains 49694 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 10 contains 126744 members 
Mstep: Class 11 contains 25276 members 
Mstep: Class 13 contains 25492 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 42036 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 922 members 
Mstep: Class 20 contains 1529 members 
Mstep: Class 21 contains 149555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2674.476562 but Gain 3300.644531
Score: -109435056.000000 Penalty: 52810.269531
Iteration 4F: 17 clusters Score -1.094351e+08 nChanged 167245
Entering Unmasked Mstep 
Mstep: Class 0 contains 505 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 118211 members 
Mstep: Class 3 contains 90271 members 
Mstep: Class 7 contains 3225 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 4159 members 
Mstep: Class 10 contains 109857 members 
Mstep: Class 11 contains 37896 members 
Mstep: Class 13 contains 36638 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 60191 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 1064 members 
Mstep: Class 20 contains 1497 members 
Mstep: Class 21 contains 105613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109603672.000000 Penalty: 52810.269531
Iteration 5F: 17 clusters Score -1.096037e+08 nChanged 117805
Entering Unmasked Mstep 
Mstep: Class 0 contains 371 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 97033 members 
Mstep: Class 3 contains 102933 members 
Mstep: Class 7 contains 3940 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 4201 members 
Mstep: Class 10 contains 88499 members 
Mstep: Class 11 contains 55615 members 
Mstep: Class 13 contains 50395 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 77044 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 19 contains 1105 members 
Mstep: Class 20 contains 1348 members 
Mstep: Class 21 contains 87215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109730576.000000 Penalty: 52810.269531
Iteration 6F: 17 clusters Score -1.097306e+08 nChanged 119636
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 89655 members 
Mstep: Class 3 contains 82662 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 78091 members 
Mstep: Class 11 contains 75386 members 
Mstep: Class 13 contains 66162 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 92922 members 
Mstep: Class 17 contains 1153 members 
Mstep: Class 18 contains 632 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 75594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109801880.000000 Penalty: 52810.269531
Iteration 7F: 17 clusters Score -1.098019e+08 nChanged 89692
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 81028 members 
Mstep: Class 3 contains 74546 members 
Mstep: Class 7 contains 5690 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 71313 members 
Mstep: Class 11 contains 79976 members 
Mstep: Class 13 contains 76682 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 106975 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 70643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109821456.000000 Penalty: 52810.269531
Iteration 8F: 17 clusters Score -1.098215e+08 nChanged 83967
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 78704 members 
Mstep: Class 3 contains 74494 members 
Mstep: Class 7 contains 6635 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 6344 members 
Mstep: Class 10 contains 74293 members 
Mstep: Class 11 contains 75058 members 
Mstep: Class 13 contains 74859 members 
Mstep: Class 14 contains 1038 members 
Mstep: Class 15 contains 107678 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1114 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 73461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109846112.000000 Penalty: 52810.269531
Iteration 9F: 17 clusters Score -1.098461e+08 nChanged 53607
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 76520 members 
Mstep: Class 3 contains 75719 members 
Mstep: Class 7 contains 7242 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 7422 members 
Mstep: Class 10 contains 77589 members 
Mstep: Class 11 contains 74646 members 
Mstep: Class 13 contains 69703 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 104865 members 
Mstep: Class 17 contains 1100 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 1124 members 
Mstep: Class 20 contains 1392 members 
Mstep: Class 21 contains 75178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109872208.000000 Penalty: 52810.269531
Iteration 10F: 17 clusters Score -1.098722e+08 nChanged 49248
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 74917 members 
Mstep: Class 3 contains 76291 members 
Mstep: Class 7 contains 7556 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 8519 members 
Mstep: Class 10 contains 78302 members 
Mstep: Class 11 contains 74929 members 
Mstep: Class 13 contains 67780 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 101644 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 597 members 
Mstep: Class 19 contains 1117 members 
Mstep: Class 20 contains 1408 members 
Mstep: Class 21 contains 74660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109899272.000000 Penalty: 52810.269531
Iteration 11F: 17 clusters Score -1.098993e+08 nChanged 46250
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 73212 members 
Mstep: Class 3 contains 75709 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 9698 members 
Mstep: Class 10 contains 77734 members 
Mstep: Class 11 contains 75263 members 
Mstep: Class 13 contains 66568 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 98972 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 1391 members 
Mstep: Class 21 contains 73743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109926584.000000 Penalty: 52810.269531
Iteration 12F: 17 clusters Score -1.099266e+08 nChanged 44590
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 71394 members 
Mstep: Class 3 contains 74381 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 10956 members 
Mstep: Class 10 contains 76475 members 
Mstep: Class 11 contains 75607 members 
Mstep: Class 13 contains 64711 members 
Mstep: Class 14 contains 939 members 
Mstep: Class 15 contains 95849 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 73075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109953120.000000 Penalty: 52810.269531
Iteration 13F: 17 clusters Score -1.099531e+08 nChanged 42232
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 69776 members 
Mstep: Class 3 contains 72731 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 12278 members 
Mstep: Class 10 contains 74820 members 
Mstep: Class 11 contains 75359 members 
Mstep: Class 13 contains 62230 members 
Mstep: Class 14 contains 926 members 
Mstep: Class 15 contains 92648 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 1063 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 71834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109977216.000000 Penalty: 52810.269531
Iteration 14F: 17 clusters Score -1.099772e+08 nChanged 41554
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 68378 members 
Mstep: Class 3 contains 70819 members 
Mstep: Class 7 contains 7490 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 13867 members 
Mstep: Class 10 contains 73324 members 
Mstep: Class 11 contains 74159 members 
Mstep: Class 13 contains 58895 members 
Mstep: Class 14 contains 908 members 
Mstep: Class 15 contains 88674 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 1039 members 
Mstep: Class 20 contains 1337 members 
Mstep: Class 21 contains 69933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109992376.000000 Penalty: 52810.269531
Iteration 15F: 17 clusters Score -1.099924e+08 nChanged 38321
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 83768 members 
Mstep: Class 2 contains 67069 members 
Mstep: Class 3 contains 68897 members 
Mstep: Class 7 contains 7442 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 71882 members 
Mstep: Class 11 contains 72624 members 
Mstep: Class 13 contains 55995 members 
Mstep: Class 14 contains 889 members 
Mstep: Class 15 contains 84774 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1068 members 
Mstep: Class 20 contains 1351 members 
Mstep: Class 21 contains 68166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109994392.000000 Penalty: 52810.269531
Iteration 16F: 17 clusters Score -1.099944e+08 nChanged 34569
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 65917 members 
Mstep: Class 3 contains 67609 members 
Mstep: Class 7 contains 7383 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 17628 members 
Mstep: Class 10 contains 71081 members 
Mstep: Class 11 contains 72011 members 
Mstep: Class 13 contains 55112 members 
Mstep: Class 14 contains 871 members 
Mstep: Class 15 contains 81202 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 1098 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 66851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109994296.000000 Penalty: 52810.269531
Iteration 17F: 17 clusters Score -1.099943e+08 nChanged 26172
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 65696 members 
Mstep: Class 3 contains 66890 members 
Mstep: Class 7 contains 7312 members 
Mstep: Class 8 contains 1604 members 
Mstep: Class 9 contains 19532 members 
Mstep: Class 10 contains 70867 members 
Mstep: Class 11 contains 73068 members 
Mstep: Class 13 contains 55340 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 79904 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 583 members 
Mstep: Class 19 contains 1122 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 66088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109992688.000000 Penalty: 52810.269531
Iteration 18Q: 17 clusters Score -1.099927e+08 nChanged 19673
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 66147 members 
Mstep: Class 3 contains 66619 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 1633 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 71235 members 
Mstep: Class 11 contains 73841 members 
Mstep: Class 13 contains 56037 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 79619 members 
Mstep: Class 17 contains 715 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 1151 members 
Mstep: Class 20 contains 1299 members 
Mstep: Class 21 contains 65409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109992808.000000 Penalty: 52810.269531
Iteration 19Q: 17 clusters Score -1.099928e+08 nChanged 16503
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 66793 members 
Mstep: Class 3 contains 66543 members 
Mstep: Class 7 contains 7134 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 22868 members 
Mstep: Class 10 contains 71598 members 
Mstep: Class 11 contains 73999 members 
Mstep: Class 13 contains 56683 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 79546 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 1295 members 
Mstep: Class 21 contains 64925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109993896.000000 Penalty: 52810.269531
Iteration 20F: 17 clusters Score -1.099939e+08 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 67406 members 
Mstep: Class 3 contains 66758 members 
Mstep: Class 7 contains 6998 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 24520 members 
Mstep: Class 10 contains 72069 members 
Mstep: Class 11 contains 74187 members 
Mstep: Class 13 contains 57286 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 79372 members 
Mstep: Class 17 contains 671 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 1189 members 
Mstep: Class 20 contains 1293 members 
Mstep: Class 21 contains 64635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109994296.000000 Penalty: 52810.269531
Iteration 21Q: 17 clusters Score -1.099943e+08 nChanged 14039
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 68194 members 
Mstep: Class 3 contains 67045 members 
Mstep: Class 7 contains 6833 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 26143 members 
Mstep: Class 10 contains 72427 members 
Mstep: Class 11 contains 74346 members 
Mstep: Class 13 contains 57627 members 
Mstep: Class 14 contains 727 members 
Mstep: Class 15 contains 78887 members 
Mstep: Class 17 contains 650 members 
Mstep: Class 18 contains 525 members 
Mstep: Class 19 contains 1199 members 
Mstep: Class 20 contains 1284 members 
Mstep: Class 21 contains 64327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109995608.000000 Penalty: 52810.269531
Iteration 22Q: 17 clusters Score -1.099956e+08 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78495 members 
Mstep: Class 2 contains 68882 members 
Mstep: Class 3 contains 67255 members 
Mstep: Class 7 contains 6651 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 9 contains 27776 members 
Mstep: Class 10 contains 72753 members 
Mstep: Class 11 contains 74489 members 
Mstep: Class 13 contains 57849 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 78342 members 
Mstep: Class 17 contains 633 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 1214 members 
Mstep: Class 20 contains 1276 members 
Mstep: Class 21 contains 63990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109997680.000000 Penalty: 52810.269531
Iteration 23Q: 17 clusters Score -1.099977e+08 nChanged 13047
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 69326 members 
Mstep: Class 3 contains 67472 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 1800 members 
Mstep: Class 9 contains 29482 members 
Mstep: Class 10 contains 72818 members 
Mstep: Class 11 contains 74606 members 
Mstep: Class 13 contains 58006 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 77810 members 
Mstep: Class 17 contains 627 members 
Mstep: Class 18 contains 492 members 
Mstep: Class 19 contains 1233 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 63782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109998280.000000 Penalty: 52810.269531
Iteration 24Q: 17 clusters Score -1.099983e+08 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 69517 members 
Mstep: Class 3 contains 67793 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 1821 members 
Mstep: Class 9 contains 31339 members 
Mstep: Class 10 contains 72776 members 
Mstep: Class 11 contains 74680 members 
Mstep: Class 13 contains 58126 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 77035 members 
Mstep: Class 17 contains 624 members 
Mstep: Class 18 contains 466 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 1256 members 
Mstep: Class 21 contains 63648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109999816.000000 Penalty: 52810.269531
Iteration 25Q: 17 clusters Score -1.099998e+08 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 69794 members 
Mstep: Class 3 contains 68041 members 
Mstep: Class 7 contains 5932 members 
Mstep: Class 8 contains 1835 members 
Mstep: Class 9 contains 33335 members 
Mstep: Class 10 contains 72827 members 
Mstep: Class 11 contains 74554 members 
Mstep: Class 13 contains 58125 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 76185 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 1268 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 63504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110002128.000000 Penalty: 52810.269531
Iteration 26Q: 17 clusters Score -1.100021e+08 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 69990 members 
Mstep: Class 3 contains 68222 members 
Mstep: Class 7 contains 5630 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 35498 members 
Mstep: Class 10 contains 72847 members 
Mstep: Class 11 contains 74561 members 
Mstep: Class 13 contains 58075 members 
Mstep: Class 14 contains 608 members 
Mstep: Class 15 contains 75330 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 434 members 
Mstep: Class 19 contains 1276 members 
Mstep: Class 20 contains 1253 members 
Mstep: Class 21 contains 63322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110003440.000000 Penalty: 52810.269531
Iteration 27Q: 17 clusters Score -1.100034e+08 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 70112 members 
Mstep: Class 3 contains 68224 members 
Mstep: Class 7 contains 5299 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 37862 members 
Mstep: Class 10 contains 72941 members 
Mstep: Class 11 contains 74507 members 
Mstep: Class 13 contains 57990 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 74413 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 1275 members 
Mstep: Class 20 contains 1254 members 
Mstep: Class 21 contains 63165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110005464.000000 Penalty: 52810.269531
Iteration 28Q: 17 clusters Score -1.100055e+08 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 70320 members 
Mstep: Class 3 contains 68087 members 
Mstep: Class 7 contains 5008 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 40300 members 
Mstep: Class 10 contains 72970 members 
Mstep: Class 11 contains 74469 members 
Mstep: Class 13 contains 57899 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 73366 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 1275 members 
Mstep: Class 20 contains 1254 members 
Mstep: Class 21 contains 63095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110007096.000000 Penalty: 52810.269531
Iteration 29Q: 17 clusters Score -1.100071e+08 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 70644 members 
Mstep: Class 3 contains 67892 members 
Mstep: Class 7 contains 4796 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 42661 members 
Mstep: Class 10 contains 72915 members 
Mstep: Class 11 contains 74489 members 
Mstep: Class 13 contains 57845 members 
Mstep: Class 14 contains 551 members 
Mstep: Class 15 contains 72399 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 1278 members 
Mstep: Class 20 contains 1254 members 
Mstep: Class 21 contains 63024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110008208.000000 Penalty: 52810.269531
Iteration 30Q: 17 clusters Score -1.100082e+08 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 68901 members 
Mstep: Class 2 contains 70973 members 
Mstep: Class 3 contains 67638 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 1824 members 
Mstep: Class 9 contains 44994 members 
Mstep: Class 10 contains 72927 members 
Mstep: Class 11 contains 74471 members 
Mstep: Class 13 contains 57748 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 71283 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1276 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 63038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110010080.000000 Penalty: 52810.269531
Iteration 31Q: 17 clusters Score -1.100101e+08 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 71256 members 
Mstep: Class 3 contains 67356 members 
Mstep: Class 7 contains 4622 members 
Mstep: Class 8 contains 1811 members 
Mstep: Class 9 contains 47218 members 
Mstep: Class 10 contains 72950 members 
Mstep: Class 11 contains 74387 members 
Mstep: Class 13 contains 57693 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 70322 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1275 members 
Mstep: Class 20 contains 1256 members 
Mstep: Class 21 contains 63018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110010808.000000 Penalty: 52810.269531
Iteration 32Q: 17 clusters Score -1.100108e+08 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 66621 members 
Mstep: Class 2 contains 71424 members 
Mstep: Class 3 contains 67135 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 1802 members 
Mstep: Class 9 contains 49371 members 
Mstep: Class 10 contains 73002 members 
Mstep: Class 11 contains 74325 members 
Mstep: Class 13 contains 57605 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 69624 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1268 members 
Mstep: Class 20 contains 1254 members 
Mstep: Class 21 contains 62987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110011864.000000 Penalty: 52810.269531
Iteration 33Q: 17 clusters Score -1.100119e+08 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 71545 members 
Mstep: Class 3 contains 66755 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 51448 members 
Mstep: Class 10 contains 73022 members 
Mstep: Class 11 contains 74318 members 
Mstep: Class 13 contains 57511 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 68933 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1266 members 
Mstep: Class 20 contains 1253 members 
Mstep: Class 21 contains 62940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110012792.000000 Penalty: 52810.269531
Iteration 34Q: 17 clusters Score -1.100128e+08 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 71778 members 
Mstep: Class 3 contains 66423 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 53497 members 
Mstep: Class 10 contains 72974 members 
Mstep: Class 11 contains 74243 members 
Mstep: Class 13 contains 57434 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 68189 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 1262 members 
Mstep: Class 20 contains 1253 members 
Mstep: Class 21 contains 62869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110012656.000000 Penalty: 52810.269531
Iteration 35Q: 17 clusters Score -1.100127e+08 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 72142 members 
Mstep: Class 3 contains 66100 members 
Mstep: Class 7 contains 4732 members 
Mstep: Class 8 contains 1781 members 
Mstep: Class 9 contains 55656 members 
Mstep: Class 10 contains 72917 members 
Mstep: Class 11 contains 74077 members 
Mstep: Class 13 contains 57354 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 67346 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 1260 members 
Mstep: Class 20 contains 1252 members 
Mstep: Class 21 contains 62785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110013440.000000 Penalty: 52810.269531
Iteration 36Q: 17 clusters Score -1.100134e+08 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 72290 members 
Mstep: Class 3 contains 65788 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 57967 members 
Mstep: Class 10 contains 72865 members 
Mstep: Class 11 contains 74003 members 
Mstep: Class 13 contains 57257 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 66416 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1260 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 62698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110014064.000000 Penalty: 52810.269531
Iteration 37Q: 17 clusters Score -1.100141e+08 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 72450 members 
Mstep: Class 3 contains 65490 members 
Mstep: Class 7 contains 5006 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 60462 members 
Mstep: Class 10 contains 72885 members 
Mstep: Class 11 contains 73935 members 
Mstep: Class 13 contains 57141 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 65216 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 62534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110015224.000000 Penalty: 52810.269531
Iteration 38Q: 17 clusters Score -1.100152e+08 nChanged 9620
Entering ConstructFrom: 
Score: -110015224.000000 Penalty: 52810.269531
Entering ConstructFrom: 
Trying to split cluster 1 (60568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Entering Unmasked Estep 
Score: -11203357.000000 Penalty: 2730.857422
	Iteration 0F: 2 clusters Score -1.120336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -11175699.000000 Penalty: 5461.714844
	Iteration 0F: 3 clusters Score -1.11757e+07 nChanged 28071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -11191006.000000 Penalty: 5461.714844
	Iteration 1F: 3 clusters Score -1.119101e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -11191434.000000 Penalty: 5461.714844
	Iteration 2Q: 3 clusters Score -1.119143e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -11191853.000000 Penalty: 5461.714844
	Iteration 3Q: 3 clusters Score -1.119185e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -11192353.000000 Penalty: 5461.714844
	Iteration 4Q: 3 clusters Score -1.119235e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -11192835.000000 Penalty: 5461.714844
	Iteration 5Q: 3 clusters Score -1.119284e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -11193404.000000 Penalty: 5461.714844
	Iteration 6Q: 3 clusters Score -1.11934e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -11194149.000000 Penalty: 5461.714844
	Iteration 7Q: 3 clusters Score -1.119415e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -11195098.000000 Penalty: 5461.714844
	Iteration 8Q: 3 clusters Score -1.11951e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -11196400.000000 Penalty: 5461.714844
	Iteration 9Q: 3 clusters Score -1.11964e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -11198096.000000 Penalty: 5461.714844
	Iteration 10Q: 3 clusters Score -1.11981e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -11200416.000000 Penalty: 5461.714844
	Iteration 11F: 3 clusters Score -1.120042e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -11202699.000000 Penalty: 5461.714844
	Iteration 12F: 3 clusters Score -1.12027e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -11204299.000000 Penalty: 5461.714844
	Iteration 13F: 3 clusters Score -1.12043e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -11205035.000000 Penalty: 5461.714844
	Iteration 14Q: 3 clusters Score -1.120504e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -11205394.000000 Penalty: 5461.714844
	Iteration 15Q: 3 clusters Score -1.120539e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -11205663.000000 Penalty: 5461.714844
	Iteration 16Q: 3 clusters Score -1.120566e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -11205875.000000 Penalty: 5461.714844
	Iteration 17Q: 3 clusters Score -1.120588e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -11206077.000000 Penalty: 5461.714844
	Iteration 18Q: 3 clusters Score -1.120608e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -11206300.000000 Penalty: 5461.714844
	Iteration 19Q: 3 clusters Score -1.12063e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -11206590.000000 Penalty: 5461.714844
	Iteration 20F: 3 clusters Score -1.120659e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -11206840.000000 Penalty: 5461.714844
	Iteration 21Q: 3 clusters Score -1.120684e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -11207142.000000 Penalty: 5461.714844
	Iteration 22Q: 3 clusters Score -1.120714e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -11207484.000000 Penalty: 5461.714844
	Iteration 23Q: 3 clusters Score -1.120748e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -11207922.000000 Penalty: 5461.714844
	Iteration 24Q: 3 clusters Score -1.120792e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -11208377.000000 Penalty: 5461.714844
	Iteration 25Q: 3 clusters Score -1.120838e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -11208831.000000 Penalty: 5461.714844
	Iteration 26Q: 3 clusters Score -1.120883e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -11209315.000000 Penalty: 5461.714844
	Iteration 27Q: 3 clusters Score -1.120932e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -11209784.000000 Penalty: 5461.714844
	Iteration 28Q: 3 clusters Score -1.120978e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -11210172.000000 Penalty: 5461.714844
	Iteration 29Q: 3 clusters Score -1.121017e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -11210196.000000 Penalty: 5461.714844
	Iteration 30Q: 3 clusters Score -1.12102e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -11209706.000000 Penalty: 5461.714844
	Iteration 31Q: 3 clusters Score -1.120971e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -11208793.000000 Penalty: 5461.714844
	Iteration 32Q: 3 clusters Score -1.120879e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -11207921.000000 Penalty: 5461.714844
	Iteration 33Q: 3 clusters Score -1.120792e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -11207253.000000 Penalty: 5461.714844
	Iteration 34Q: 3 clusters Score -1.120725e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -11206609.000000 Penalty: 5461.714844
	Iteration 35Q: 3 clusters Score -1.120661e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -11205906.000000 Penalty: 5461.714844
	Iteration 36Q: 3 clusters Score -1.120591e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -11205403.000000 Penalty: 5461.714844
	Iteration 37Q: 3 clusters Score -1.12054e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -11205004.000000 Penalty: 5461.714844
	Iteration 38Q: 3 clusters Score -1.1205e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -11204694.000000 Penalty: 5461.714844
	Iteration 39Q: 3 clusters Score -1.120469e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -11204814.000000 Penalty: 5461.714844
	Iteration 40F: 3 clusters Score -1.120481e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -11204340.000000 Penalty: 5461.714844
	Iteration 41Q: 3 clusters Score -1.120434e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -11203922.000000 Penalty: 5461.714844
	Iteration 42Q: 3 clusters Score -1.120392e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -11203615.000000 Penalty: 5461.714844
	Iteration 43Q: 3 clusters Score -1.120362e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -11203378.000000 Penalty: 5461.714844
	Iteration 44Q: 3 clusters Score -1.120338e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -11203209.000000 Penalty: 5461.714844
	Iteration 45Q: 3 clusters Score -1.120321e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -11203039.000000 Penalty: 5461.714844
	Iteration 46Q: 3 clusters Score -1.120304e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -11202922.000000 Penalty: 5461.714844
	Iteration 47Q: 3 clusters Score -1.120292e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -11202825.000000 Penalty: 5461.714844
	Iteration 48Q: 3 clusters Score -1.120282e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -11202719.000000 Penalty: 5461.714844
	Iteration 49Q: 3 clusters Score -1.120272e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -11202665.000000 Penalty: 5461.714844
	Iteration 50Q: 3 clusters Score -1.120266e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -11202548.000000 Penalty: 5461.714844
	Iteration 51Q: 3 clusters Score -1.120255e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -11202495.000000 Penalty: 5461.714844
	Iteration 52Q: 3 clusters Score -1.12025e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -11202436.000000 Penalty: 5461.714844
	Iteration 53Q: 3 clusters Score -1.120244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -11202393.000000 Penalty: 5461.714844
	Iteration 54Q: 3 clusters Score -1.120239e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -11202372.000000 Penalty: 5461.714844
	Iteration 55Q: 3 clusters Score -1.120237e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -11202329.000000 Penalty: 5461.714844
	Iteration 56Q: 3 clusters Score -1.120233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -11202315.000000 Penalty: 5461.714844
	Iteration 57Q: 3 clusters Score -1.120232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -11202303.000000 Penalty: 5461.714844
	Iteration 58Q: 3 clusters Score -1.12023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -11202287.000000 Penalty: 5461.714844
	Iteration 59Q: 3 clusters Score -1.120229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -11202290.000000 Penalty: 5461.714844
	Iteration 60F: 3 clusters Score -1.120229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -11202260.000000 Penalty: 5461.714844
	Iteration 61Q: 3 clusters Score -1.120226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -11202265.000000 Penalty: 5461.714844
	Iteration 62Q: 3 clusters Score -1.120226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -11202251.000000 Penalty: 5461.714844
	Iteration 63Q: 3 clusters Score -1.120225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -11202234.000000 Penalty: 5461.714844
	Iteration 64Q: 3 clusters Score -1.120223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -11202224.000000 Penalty: 5461.714844
	Iteration 65Q: 3 clusters Score -1.120222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -11202229.000000 Penalty: 5461.714844
	Iteration 66Q: 3 clusters Score -1.120223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -11202238.000000 Penalty: 5461.714844
	Iteration 67Q: 3 clusters Score -1.120224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -11202228.000000 Penalty: 5461.714844
	Iteration 68Q: 3 clusters Score -1.120223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -11202217.000000 Penalty: 5461.714844
	Iteration 69Q: 3 clusters Score -1.120222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -11202225.000000 Penalty: 5461.714844
	Iteration 70Q: 3 clusters Score -1.120222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -11202215.000000 Penalty: 5461.714844
	Iteration 71Q: 3 clusters Score -1.120222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -11202218.000000 Penalty: 5461.714844
	Iteration 72Q: 3 clusters Score -1.120222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -11202225.000000 Penalty: 5461.714844
	Iteration 73Q: 3 clusters Score -1.120222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -11202218.000000 Penalty: 5461.714844
	Iteration 74Q: 3 clusters Score -1.120222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -11202206.000000 Penalty: 5461.714844
	Iteration 75Q: 3 clusters Score -1.120221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -11202206.000000 Penalty: 5461.714844
	Iteration 76Q: 3 clusters Score -1.120221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -11202198.000000 Penalty: 5461.714844
	Iteration 77Q: 3 clusters Score -1.12022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -11202190.000000 Penalty: 5461.714844
	Iteration 78Q: 3 clusters Score -1.120219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -11202190.000000 Penalty: 5461.714844
	Iteration 79Q: 3 clusters Score -1.120219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -11202181.000000 Penalty: 5461.714844
	Iteration 80F: 3 clusters Score -1.120218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -11202168.000000 Penalty: 5461.714844
	Iteration 81Q: 3 clusters Score -1.120217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -11202156.000000 Penalty: 5461.714844
	Iteration 82Q: 3 clusters Score -1.120216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -11202147.000000 Penalty: 5461.714844
	Iteration 83Q: 3 clusters Score -1.120215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -11202144.000000 Penalty: 5461.714844
	Iteration 84Q: 3 clusters Score -1.120214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -11202137.000000 Penalty: 5461.714844
	Iteration 85Q: 3 clusters Score -1.120214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -11202133.000000 Penalty: 5461.714844
	Iteration 86Q: 3 clusters Score -1.120213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -11202129.000000 Penalty: 5461.714844
	Iteration 87Q: 3 clusters Score -1.120213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -11202132.000000 Penalty: 5461.714844
	Iteration 88Q: 3 clusters Score -1.120213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -11202135.000000 Penalty: 5461.714844
	Iteration 89Q: 3 clusters Score -1.120214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -11202121.000000 Penalty: 5461.714844
	Iteration 90Q: 3 clusters Score -1.120212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -11202121.000000 Penalty: 5461.714844
	Iteration 91Q: 3 clusters Score -1.120212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -11202129.000000 Penalty: 5461.714844
	Iteration 92Q: 3 clusters Score -1.120213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -11202129.000000 Penalty: 5461.714844
	Iteration 93Q: 3 clusters Score -1.120213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -11202127.000000 Penalty: 5461.714844
	Iteration 94Q: 3 clusters Score -1.120213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -11202117.000000 Penalty: 5461.714844
	Iteration 95Q: 3 clusters Score -1.120212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -11202117.000000 Penalty: 5461.714844
	Iteration 96Q: 3 clusters Score -1.120212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -11202117.000000 Penalty: 5461.714844
	Iteration 97F: 3 clusters Score -1.120212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Entering Unmasked Estep 
Score: -13600498.000000 Penalty: 2775.367188
	Iteration 0F: 2 clusters Score -1.36005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -13575686.000000 Penalty: 5550.734375
	Iteration 0F: 3 clusters Score -1.357569e+07 nChanged 34090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -13594786.000000 Penalty: 5550.734375
	Iteration 1F: 3 clusters Score -1.359479e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -13595407.000000 Penalty: 5550.734375
	Iteration 2Q: 3 clusters Score -1.359541e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -13596268.000000 Penalty: 5550.734375
	Iteration 3Q: 3 clusters Score -1.359627e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -13597449.000000 Penalty: 5550.734375
	Iteration 4Q: 3 clusters Score -1.359745e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -13599089.000000 Penalty: 5550.734375
	Iteration 5F: 3 clusters Score -1.359909e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -13601636.000000 Penalty: 5550.734375
	Iteration 6F: 3 clusters Score -1.360164e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -13604864.000000 Penalty: 5550.734375
	Iteration 7F: 3 clusters Score -1.360486e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -13607399.000000 Penalty: 5550.734375
	Iteration 8F: 3 clusters Score -1.36074e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -13609401.000000 Penalty: 5550.734375
	Iteration 9F: 3 clusters Score -1.36094e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -13610584.000000 Penalty: 5550.734375
	Iteration 10Q: 3 clusters Score -1.361058e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -13611186.000000 Penalty: 5550.734375
	Iteration 11Q: 3 clusters Score -1.361119e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -13611576.000000 Penalty: 5550.734375
	Iteration 12Q: 3 clusters Score -1.361158e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -13611780.000000 Penalty: 5550.734375
	Iteration 13Q: 3 clusters Score -1.361178e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -13611867.000000 Penalty: 5550.734375
	Iteration 14Q: 3 clusters Score -1.361187e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -13611943.000000 Penalty: 5550.734375
	Iteration 15Q: 3 clusters Score -1.361194e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -13611953.000000 Penalty: 5550.734375
	Iteration 16Q: 3 clusters Score -1.361195e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -13612001.000000 Penalty: 5550.734375
	Iteration 17Q: 3 clusters Score -1.3612e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -13612051.000000 Penalty: 5550.734375
	Iteration 18Q: 3 clusters Score -1.361205e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -13612101.000000 Penalty: 5550.734375
	Iteration 19Q: 3 clusters Score -1.36121e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -13612135.000000 Penalty: 5550.734375
	Iteration 20F: 3 clusters Score -1.361214e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -13612146.000000 Penalty: 5550.734375
	Iteration 21Q: 3 clusters Score -1.361215e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -13612212.000000 Penalty: 5550.734375
	Iteration 22Q: 3 clusters Score -1.361221e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -13612298.000000 Penalty: 5550.734375
	Iteration 23Q: 3 clusters Score -1.36123e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -13612315.000000 Penalty: 5550.734375
	Iteration 24Q: 3 clusters Score -1.361232e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -13612271.000000 Penalty: 5550.734375
	Iteration 25Q: 3 clusters Score -1.361227e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -13612291.000000 Penalty: 5550.734375
	Iteration 26Q: 3 clusters Score -1.361229e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -13612312.000000 Penalty: 5550.734375
	Iteration 27Q: 3 clusters Score -1.361231e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -13612315.000000 Penalty: 5550.734375
	Iteration 28Q: 3 clusters Score -1.361232e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -13612330.000000 Penalty: 5550.734375
	Iteration 29Q: 3 clusters Score -1.361233e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -13612300.000000 Penalty: 5550.734375
	Iteration 30Q: 3 clusters Score -1.36123e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -13612281.000000 Penalty: 5550.734375
	Iteration 31Q: 3 clusters Score -1.361228e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -13612288.000000 Penalty: 5550.734375
	Iteration 32Q: 3 clusters Score -1.361229e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -13612295.000000 Penalty: 5550.734375
	Iteration 33Q: 3 clusters Score -1.36123e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -13612292.000000 Penalty: 5550.734375
	Iteration 34Q: 3 clusters Score -1.361229e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -13612315.000000 Penalty: 5550.734375
	Iteration 35Q: 3 clusters Score -1.361232e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -13612365.000000 Penalty: 5550.734375
	Iteration 36Q: 3 clusters Score -1.361236e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -13612374.000000 Penalty: 5550.734375
	Iteration 37Q: 3 clusters Score -1.361237e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -13612359.000000 Penalty: 5550.734375
	Iteration 38Q: 3 clusters Score -1.361236e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -13612421.000000 Penalty: 5550.734375
	Iteration 39Q: 3 clusters Score -1.361242e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -13612435.000000 Penalty: 5550.734375
	Iteration 40F: 3 clusters Score -1.361244e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -13612419.000000 Penalty: 5550.734375
	Iteration 41Q: 3 clusters Score -1.361242e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -13612398.000000 Penalty: 5550.734375
	Iteration 42Q: 3 clusters Score -1.36124e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -13612426.000000 Penalty: 5550.734375
	Iteration 43Q: 3 clusters Score -1.361243e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -13612422.000000 Penalty: 5550.734375
	Iteration 44Q: 3 clusters Score -1.361242e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -13612408.000000 Penalty: 5550.734375
	Iteration 45Q: 3 clusters Score -1.361241e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -13612413.000000 Penalty: 5550.734375
	Iteration 46Q: 3 clusters Score -1.361241e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -13612389.000000 Penalty: 5550.734375
	Iteration 47Q: 3 clusters Score -1.361239e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -13612379.000000 Penalty: 5550.734375
	Iteration 48Q: 3 clusters Score -1.361238e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -13612351.000000 Penalty: 5550.734375
	Iteration 49Q: 3 clusters Score -1.361235e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -13612369.000000 Penalty: 5550.734375
	Iteration 50Q: 3 clusters Score -1.361237e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -13612336.000000 Penalty: 5550.734375
	Iteration 51Q: 3 clusters Score -1.361234e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -13612312.000000 Penalty: 5550.734375
	Iteration 52Q: 3 clusters Score -1.361231e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -13612283.000000 Penalty: 5550.734375
	Iteration 53Q: 3 clusters Score -1.361228e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -13612288.000000 Penalty: 5550.734375
	Iteration 54Q: 3 clusters Score -1.361229e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -13612299.000000 Penalty: 5550.734375
	Iteration 55Q: 3 clusters Score -1.36123e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -13612305.000000 Penalty: 5550.734375
	Iteration 56Q: 3 clusters Score -1.36123e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -13612307.000000 Penalty: 5550.734375
	Iteration 57Q: 3 clusters Score -1.361231e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -13612289.000000 Penalty: 5550.734375
	Iteration 58Q: 3 clusters Score -1.361229e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -13612279.000000 Penalty: 5550.734375
	Iteration 59Q: 3 clusters Score -1.361228e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -13612285.000000 Penalty: 5550.734375
	Iteration 60F: 3 clusters Score -1.361228e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -13612273.000000 Penalty: 5550.734375
	Iteration 61Q: 3 clusters Score -1.361227e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -13612274.000000 Penalty: 5550.734375
	Iteration 62Q: 3 clusters Score -1.361227e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -13612298.000000 Penalty: 5550.734375
	Iteration 63Q: 3 clusters Score -1.36123e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -13612294.000000 Penalty: 5550.734375
	Iteration 64Q: 3 clusters Score -1.361229e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -13612299.000000 Penalty: 5550.734375
	Iteration 65Q: 3 clusters Score -1.36123e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -13612281.000000 Penalty: 5550.734375
	Iteration 66Q: 3 clusters Score -1.361228e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -13612288.000000 Penalty: 5550.734375
	Iteration 67Q: 3 clusters Score -1.361229e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -13612295.000000 Penalty: 5550.734375
	Iteration 68Q: 3 clusters Score -1.36123e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -13612308.000000 Penalty: 5550.734375
	Iteration 69Q: 3 clusters Score -1.361231e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -13612309.000000 Penalty: 5550.734375
	Iteration 70Q: 3 clusters Score -1.361231e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -13612306.000000 Penalty: 5550.734375
	Iteration 71Q: 3 clusters Score -1.361231e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -13612316.000000 Penalty: 5550.734375
	Iteration 72Q: 3 clusters Score -1.361232e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -13612305.000000 Penalty: 5550.734375
	Iteration 73Q: 3 clusters Score -1.36123e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -13612298.000000 Penalty: 5550.734375
	Iteration 74Q: 3 clusters Score -1.36123e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -13612287.000000 Penalty: 5550.734375
	Iteration 75Q: 3 clusters Score -1.361229e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -13612278.000000 Penalty: 5550.734375
	Iteration 76Q: 3 clusters Score -1.361228e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -13612279.000000 Penalty: 5550.734375
	Iteration 77Q: 3 clusters Score -1.361228e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -13612287.000000 Penalty: 5550.734375
	Iteration 78Q: 3 clusters Score -1.361229e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -13612295.000000 Penalty: 5550.734375
	Iteration 79Q: 3 clusters Score -1.36123e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -13612306.000000 Penalty: 5550.734375
	Iteration 80F: 3 clusters Score -1.361231e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -13612308.000000 Penalty: 5550.734375
	Iteration 81Q: 3 clusters Score -1.361231e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -13612312.000000 Penalty: 5550.734375
	Iteration 82Q: 3 clusters Score -1.361231e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -13612275.000000 Penalty: 5550.734375
	Iteration 83Q: 3 clusters Score -1.361228e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -13612282.000000 Penalty: 5550.734375
	Iteration 84Q: 3 clusters Score -1.361228e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -13612274.000000 Penalty: 5550.734375
	Iteration 85Q: 3 clusters Score -1.361227e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -13612257.000000 Penalty: 5550.734375
	Iteration 86Q: 3 clusters Score -1.361226e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -13612242.000000 Penalty: 5550.734375
	Iteration 87Q: 3 clusters Score -1.361224e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -13612255.000000 Penalty: 5550.734375
	Iteration 88Q: 3 clusters Score -1.361226e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -13612247.000000 Penalty: 5550.734375
	Iteration 89Q: 3 clusters Score -1.361225e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -13612233.000000 Penalty: 5550.734375
	Iteration 90Q: 3 clusters Score -1.361223e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -13612264.000000 Penalty: 5550.734375
	Iteration 91Q: 3 clusters Score -1.361226e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -13612262.000000 Penalty: 5550.734375
	Iteration 92Q: 3 clusters Score -1.361226e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -13612260.000000 Penalty: 5550.734375
	Iteration 93Q: 3 clusters Score -1.361226e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -13612265.000000 Penalty: 5550.734375
	Iteration 94Q: 3 clusters Score -1.361226e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -13612244.000000 Penalty: 5550.734375
	Iteration 95Q: 3 clusters Score -1.361224e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -13612249.000000 Penalty: 5550.734375
	Iteration 96Q: 3 clusters Score -1.361225e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -13612247.000000 Penalty: 5550.734375
	Iteration 97Q: 3 clusters Score -1.361225e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -13612267.000000 Penalty: 5550.734375
	Iteration 98Q: 3 clusters Score -1.361227e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -13612229.000000 Penalty: 5550.734375
	Iteration 99Q: 3 clusters Score -1.361223e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -13612205.000000 Penalty: 5550.734375
	Iteration 100F: 3 clusters Score -1.36122e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -13612186.000000 Penalty: 5550.734375
	Iteration 101Q: 3 clusters Score -1.361219e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -13612206.000000 Penalty: 5550.734375
	Iteration 102Q: 3 clusters Score -1.361221e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -13612197.000000 Penalty: 5550.734375
	Iteration 103Q: 3 clusters Score -1.36122e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -13612182.000000 Penalty: 5550.734375
	Iteration 104Q: 3 clusters Score -1.361218e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -13612176.000000 Penalty: 5550.734375
	Iteration 105Q: 3 clusters Score -1.361218e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -13612214.000000 Penalty: 5550.734375
	Iteration 106Q: 3 clusters Score -1.361221e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -13612239.000000 Penalty: 5550.734375
	Iteration 107Q: 3 clusters Score -1.361224e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -13612214.000000 Penalty: 5550.734375
	Iteration 108Q: 3 clusters Score -1.361221e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -13612217.000000 Penalty: 5550.734375
	Iteration 109Q: 3 clusters Score -1.361222e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -13612220.000000 Penalty: 5550.734375
	Iteration 110Q: 3 clusters Score -1.361222e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -13612199.000000 Penalty: 5550.734375
	Iteration 111Q: 3 clusters Score -1.36122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -13612191.000000 Penalty: 5550.734375
	Iteration 112Q: 3 clusters Score -1.361219e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -13612194.000000 Penalty: 5550.734375
	Iteration 113Q: 3 clusters Score -1.361219e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -13612181.000000 Penalty: 5550.734375
	Iteration 114Q: 3 clusters Score -1.361218e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -13612206.000000 Penalty: 5550.734375
	Iteration 115Q: 3 clusters Score -1.361221e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -13612221.000000 Penalty: 5550.734375
	Iteration 116Q: 3 clusters Score -1.361222e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -13612222.000000 Penalty: 5550.734375
	Iteration 117Q: 3 clusters Score -1.361222e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -13612231.000000 Penalty: 5550.734375
	Iteration 118Q: 3 clusters Score -1.361223e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -13612216.000000 Penalty: 5550.734375
	Iteration 119Q: 3 clusters Score -1.361222e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -13612224.000000 Penalty: 5550.734375
	Iteration 120F: 3 clusters Score -1.361222e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -13612212.000000 Penalty: 5550.734375
	Iteration 121Q: 3 clusters Score -1.361221e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -13612194.000000 Penalty: 5550.734375
	Iteration 122Q: 3 clusters Score -1.361219e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -13612213.000000 Penalty: 5550.734375
	Iteration 123Q: 3 clusters Score -1.361221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -13612222.000000 Penalty: 5550.734375
	Iteration 124Q: 3 clusters Score -1.361222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -13612223.000000 Penalty: 5550.734375
	Iteration 125Q: 3 clusters Score -1.361222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -13612238.000000 Penalty: 5550.734375
	Iteration 126Q: 3 clusters Score -1.361224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -13612233.000000 Penalty: 5550.734375
	Iteration 127Q: 3 clusters Score -1.361223e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -13612209.000000 Penalty: 5550.734375
	Iteration 128Q: 3 clusters Score -1.361221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -13612224.000000 Penalty: 5550.734375
	Iteration 129Q: 3 clusters Score -1.361222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -13612239.000000 Penalty: 5550.734375
	Iteration 130Q: 3 clusters Score -1.361224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -13612232.000000 Penalty: 5550.734375
	Iteration 131Q: 3 clusters Score -1.361223e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -13612225.000000 Penalty: 5550.734375
	Iteration 132Q: 3 clusters Score -1.361222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -13612234.000000 Penalty: 5550.734375
	Iteration 133Q: 3 clusters Score -1.361223e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -13612244.000000 Penalty: 5550.734375
	Iteration 134Q: 3 clusters Score -1.361224e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -13612227.000000 Penalty: 5550.734375
	Iteration 135Q: 3 clusters Score -1.361223e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -13612228.000000 Penalty: 5550.734375
	Iteration 136Q: 3 clusters Score -1.361223e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -13612225.000000 Penalty: 5550.734375
	Iteration 137Q: 3 clusters Score -1.361222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -13612219.000000 Penalty: 5550.734375
	Iteration 138Q: 3 clusters Score -1.361222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -13612226.000000 Penalty: 5550.734375
	Iteration 139Q: 3 clusters Score -1.361223e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -13612225.000000 Penalty: 5550.734375
	Iteration 140F: 3 clusters Score -1.361222e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -13612204.000000 Penalty: 5550.734375
	Iteration 141Q: 3 clusters Score -1.36122e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -13612200.000000 Penalty: 5550.734375
	Iteration 142Q: 3 clusters Score -1.36122e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -13612218.000000 Penalty: 5550.734375
	Iteration 143Q: 3 clusters Score -1.361222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -13612222.000000 Penalty: 5550.734375
	Iteration 144Q: 3 clusters Score -1.361222e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -13612228.000000 Penalty: 5550.734375
	Iteration 145Q: 3 clusters Score -1.361223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -13612222.000000 Penalty: 5550.734375
	Iteration 146Q: 3 clusters Score -1.361222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -13612224.000000 Penalty: 5550.734375
	Iteration 147Q: 3 clusters Score -1.361222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -13612207.000000 Penalty: 5550.734375
	Iteration 148Q: 3 clusters Score -1.361221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -13612221.000000 Penalty: 5550.734375
	Iteration 149Q: 3 clusters Score -1.361222e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -13612210.000000 Penalty: 5550.734375
	Iteration 150Q: 3 clusters Score -1.361221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -13612200.000000 Penalty: 5550.734375
	Iteration 151Q: 3 clusters Score -1.36122e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -13612220.000000 Penalty: 5550.734375
	Iteration 152Q: 3 clusters Score -1.361222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -13612244.000000 Penalty: 5550.734375
	Iteration 153Q: 3 clusters Score -1.361224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -13612230.000000 Penalty: 5550.734375
	Iteration 154Q: 3 clusters Score -1.361223e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -13612229.000000 Penalty: 5550.734375
	Iteration 155Q: 3 clusters Score -1.361223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -13612230.000000 Penalty: 5550.734375
	Iteration 156Q: 3 clusters Score -1.361223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -13612219.000000 Penalty: 5550.734375
	Iteration 157Q: 3 clusters Score -1.361222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -13612226.000000 Penalty: 5550.734375
	Iteration 158Q: 3 clusters Score -1.361223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -13612222.000000 Penalty: 5550.734375
	Iteration 159Q: 3 clusters Score -1.361222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -13612221.000000 Penalty: 5550.734375
	Iteration 160F: 3 clusters Score -1.361222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -13612241.000000 Penalty: 5550.734375
	Iteration 161Q: 3 clusters Score -1.361224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -13612227.000000 Penalty: 5550.734375
	Iteration 162Q: 3 clusters Score -1.361223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -13612217.000000 Penalty: 5550.734375
	Iteration 163Q: 3 clusters Score -1.361222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -13612208.000000 Penalty: 5550.734375
	Iteration 164Q: 3 clusters Score -1.361221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -13612216.000000 Penalty: 5550.734375
	Iteration 165Q: 3 clusters Score -1.361222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -13612204.000000 Penalty: 5550.734375
	Iteration 166Q: 3 clusters Score -1.36122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -13612209.000000 Penalty: 5550.734375
	Iteration 167Q: 3 clusters Score -1.361221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -13612220.000000 Penalty: 5550.734375
	Iteration 168Q: 3 clusters Score -1.361222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -13612213.000000 Penalty: 5550.734375
	Iteration 169Q: 3 clusters Score -1.361221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -13612215.000000 Penalty: 5550.734375
	Iteration 170Q: 3 clusters Score -1.361222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -13612228.000000 Penalty: 5550.734375
	Iteration 171Q: 3 clusters Score -1.361223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -13612215.000000 Penalty: 5550.734375
	Iteration 172Q: 3 clusters Score -1.361222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -13612201.000000 Penalty: 5550.734375
	Iteration 173Q: 3 clusters Score -1.36122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -13612207.000000 Penalty: 5550.734375
	Iteration 174Q: 3 clusters Score -1.361221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -13612197.000000 Penalty: 5550.734375
	Iteration 175Q: 3 clusters Score -1.36122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -13612198.000000 Penalty: 5550.734375
	Iteration 176Q: 3 clusters Score -1.36122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -13612201.000000 Penalty: 5550.734375
	Iteration 177Q: 3 clusters Score -1.36122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -13612206.000000 Penalty: 5550.734375
	Iteration 178Q: 3 clusters Score -1.361221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -13612205.000000 Penalty: 5550.734375
	Iteration 179Q: 3 clusters Score -1.36122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -13612203.000000 Penalty: 5550.734375
	Iteration 180F: 3 clusters Score -1.36122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -13612212.000000 Penalty: 5550.734375
	Iteration 181Q: 3 clusters Score -1.361221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -13612221.000000 Penalty: 5550.734375
	Iteration 182Q: 3 clusters Score -1.361222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -13612217.000000 Penalty: 5550.734375
	Iteration 183Q: 3 clusters Score -1.361222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -13612217.000000 Penalty: 5550.734375
	Iteration 184F: 3 clusters Score -1.361222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 45089 members 
Mstep: Class 3 contains 65253 members 
Mstep: Class 4 contains 27386 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 63269 members 
Mstep: Class 10 contains 72800 members 
Mstep: Class 11 contains 73877 members 
Mstep: Class 13 contains 57139 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 63718 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 62418 members 
Entering Unmasked Estep 
Score: -110026464.000000 Penalty: 56110.914062
Splitting cluster 2 changes total score from -110015224.000000 to -110026464.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (65253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Entering Unmasked Estep 
Score: -12105136.000000 Penalty: 2749.334717
	Iteration 0F: 2 clusters Score -1.210514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -12072431.000000 Penalty: 5498.669434
	Iteration 0F: 3 clusters Score -1.207243e+07 nChanged 30251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -12089527.000000 Penalty: 5498.669434
	Iteration 1F: 3 clusters Score -1.208953e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -12090319.000000 Penalty: 5498.669434
	Iteration 2Q: 3 clusters Score -1.209032e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -12091351.000000 Penalty: 5498.669434
	Iteration 3Q: 3 clusters Score -1.209135e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -12092781.000000 Penalty: 5498.669434
	Iteration 4Q: 3 clusters Score -1.209278e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -12094738.000000 Penalty: 5498.669434
	Iteration 5F: 3 clusters Score -1.209474e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -12097658.000000 Penalty: 5498.669434
	Iteration 6F: 3 clusters Score -1.209766e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -12101458.000000 Penalty: 5498.669434
	Iteration 7F: 3 clusters Score -1.210146e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -12105027.000000 Penalty: 5498.669434
	Iteration 8F: 3 clusters Score -1.210503e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -12107386.000000 Penalty: 5498.669434
	Iteration 9F: 3 clusters Score -1.210739e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -12108470.000000 Penalty: 5498.669434
	Iteration 10Q: 3 clusters Score -1.210847e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -12109104.000000 Penalty: 5498.669434
	Iteration 11Q: 3 clusters Score -1.21091e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -12109434.000000 Penalty: 5498.669434
	Iteration 12Q: 3 clusters Score -1.210943e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -12109845.000000 Penalty: 5498.669434
	Iteration 13Q: 3 clusters Score -1.210984e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -12110021.000000 Penalty: 5498.669434
	Iteration 14Q: 3 clusters Score -1.211002e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -12110009.000000 Penalty: 5498.669434
	Iteration 15Q: 3 clusters Score -1.211001e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -12109878.000000 Penalty: 5498.669434
	Iteration 16Q: 3 clusters Score -1.210988e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -12109578.000000 Penalty: 5498.669434
	Iteration 17Q: 3 clusters Score -1.210958e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -12109179.000000 Penalty: 5498.669434
	Iteration 18Q: 3 clusters Score -1.210918e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -12108839.000000 Penalty: 5498.669434
	Iteration 19Q: 3 clusters Score -1.210884e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -12108567.000000 Penalty: 5498.669434
	Iteration 20F: 3 clusters Score -1.210857e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -12108222.000000 Penalty: 5498.669434
	Iteration 21Q: 3 clusters Score -1.210822e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -12107850.000000 Penalty: 5498.669434
	Iteration 22Q: 3 clusters Score -1.210785e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -12107413.000000 Penalty: 5498.669434
	Iteration 23Q: 3 clusters Score -1.210741e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -12107046.000000 Penalty: 5498.669434
	Iteration 24Q: 3 clusters Score -1.210705e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -12106733.000000 Penalty: 5498.669434
	Iteration 25Q: 3 clusters Score -1.210673e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -12106517.000000 Penalty: 5498.669434
	Iteration 26Q: 3 clusters Score -1.210652e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -12106292.000000 Penalty: 5498.669434
	Iteration 27Q: 3 clusters Score -1.210629e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 58458 members 
Entering Unmasked Estep 
Score: -12106075.000000 Penalty: 5498.669434
	Iteration 28Q: 3 clusters Score -1.210608e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -12105944.000000 Penalty: 5498.669434
	Iteration 29Q: 3 clusters Score -1.210594e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -12105753.000000 Penalty: 5498.669434
	Iteration 30Q: 3 clusters Score -1.210575e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -12105598.000000 Penalty: 5498.669434
	Iteration 31Q: 3 clusters Score -1.21056e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -12105455.000000 Penalty: 5498.669434
	Iteration 32Q: 3 clusters Score -1.210546e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -12105364.000000 Penalty: 5498.669434
	Iteration 33Q: 3 clusters Score -1.210536e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -12105279.000000 Penalty: 5498.669434
	Iteration 34Q: 3 clusters Score -1.210528e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -12105199.000000 Penalty: 5498.669434
	Iteration 35Q: 3 clusters Score -1.21052e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -12105168.000000 Penalty: 5498.669434
	Iteration 36Q: 3 clusters Score -1.210517e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -12105124.000000 Penalty: 5498.669434
	Iteration 37Q: 3 clusters Score -1.210512e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -12105105.000000 Penalty: 5498.669434
	Iteration 38Q: 3 clusters Score -1.21051e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -12105046.000000 Penalty: 5498.669434
	Iteration 39Q: 3 clusters Score -1.210505e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -12104999.000000 Penalty: 5498.669434
	Iteration 40F: 3 clusters Score -1.2105e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -12105003.000000 Penalty: 5498.669434
	Iteration 41Q: 3 clusters Score -1.2105e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -12104980.000000 Penalty: 5498.669434
	Iteration 42Q: 3 clusters Score -1.210498e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -12104985.000000 Penalty: 5498.669434
	Iteration 43Q: 3 clusters Score -1.210498e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -12104982.000000 Penalty: 5498.669434
	Iteration 44Q: 3 clusters Score -1.210498e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -12104964.000000 Penalty: 5498.669434
	Iteration 45Q: 3 clusters Score -1.210496e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -12104921.000000 Penalty: 5498.669434
	Iteration 46Q: 3 clusters Score -1.210492e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -12104927.000000 Penalty: 5498.669434
	Iteration 47Q: 3 clusters Score -1.210493e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -12104913.000000 Penalty: 5498.669434
	Iteration 48Q: 3 clusters Score -1.210491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -12104880.000000 Penalty: 5498.669434
	Iteration 49Q: 3 clusters Score -1.210488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -12104877.000000 Penalty: 5498.669434
	Iteration 50Q: 3 clusters Score -1.210488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -12104885.000000 Penalty: 5498.669434
	Iteration 51Q: 3 clusters Score -1.210488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -12104861.000000 Penalty: 5498.669434
	Iteration 52Q: 3 clusters Score -1.210486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -12104857.000000 Penalty: 5498.669434
	Iteration 53Q: 3 clusters Score -1.210486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -12104861.000000 Penalty: 5498.669434
	Iteration 54Q: 3 clusters Score -1.210486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -12104841.000000 Penalty: 5498.669434
	Iteration 55Q: 3 clusters Score -1.210484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -12104835.000000 Penalty: 5498.669434
	Iteration 56Q: 3 clusters Score -1.210484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -12104821.000000 Penalty: 5498.669434
	Iteration 57Q: 3 clusters Score -1.210482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -12104821.000000 Penalty: 5498.669434
	Iteration 58Q: 3 clusters Score -1.210482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -12104816.000000 Penalty: 5498.669434
	Iteration 59Q: 3 clusters Score -1.210482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -12104809.000000 Penalty: 5498.669434
	Iteration 60F: 3 clusters Score -1.210481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -12104798.000000 Penalty: 5498.669434
	Iteration 61Q: 3 clusters Score -1.21048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -12104796.000000 Penalty: 5498.669434
	Iteration 62Q: 3 clusters Score -1.21048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -12104794.000000 Penalty: 5498.669434
	Iteration 63Q: 3 clusters Score -1.210479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -12104792.000000 Penalty: 5498.669434
	Iteration 64Q: 3 clusters Score -1.210479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -12104794.000000 Penalty: 5498.669434
	Iteration 65Q: 3 clusters Score -1.210479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -12104800.000000 Penalty: 5498.669434
	Iteration 66Q: 3 clusters Score -1.21048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -12104790.000000 Penalty: 5498.669434
	Iteration 67Q: 3 clusters Score -1.210479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -12104796.000000 Penalty: 5498.669434
	Iteration 68Q: 3 clusters Score -1.21048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -12104796.000000 Penalty: 5498.669434
	Iteration 69F: 3 clusters Score -1.21048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Entering Unmasked Estep 
Score: -919577.375000 Penalty: 2122.276611
	Iteration 0F: 2 clusters Score -919577.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -914957.937500 Penalty: 4244.553223
	Iteration 0F: 3 clusters Score -914957.9 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -916012.437500 Penalty: 4244.553223
	Iteration 1F: 3 clusters Score -916012.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -916205.062500 Penalty: 4244.553223
	Iteration 2F: 3 clusters Score -916205.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -916358.875000 Penalty: 4244.553223
	Iteration 3Q: 3 clusters Score -916358.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -916488.250000 Penalty: 4244.553223
	Iteration 4Q: 3 clusters Score -916488.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -916597.125000 Penalty: 4244.553223
	Iteration 5Q: 3 clusters Score -916597.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -916724.937500 Penalty: 4244.553223
	Iteration 6Q: 3 clusters Score -916724.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -916857.125000 Penalty: 4244.553223
	Iteration 7Q: 3 clusters Score -916857.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -917023.187500 Penalty: 4244.553223
	Iteration 8Q: 3 clusters Score -917023.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -917211.562500 Penalty: 4244.553223
	Iteration 9Q: 3 clusters Score -917211.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -917431.312500 Penalty: 4244.553223
	Iteration 10Q: 3 clusters Score -917431.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -917662.812500 Penalty: 4244.553223
	Iteration 11Q: 3 clusters Score -917662.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -917825.687500 Penalty: 4244.553223
	Iteration 12Q: 3 clusters Score -917825.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -917937.500000 Penalty: 4244.553223
	Iteration 13Q: 3 clusters Score -917937.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -918012.187500 Penalty: 4244.553223
	Iteration 14Q: 3 clusters Score -918012.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -918054.062500 Penalty: 4244.553223
	Iteration 15Q: 3 clusters Score -918054.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -918087.250000 Penalty: 4244.553223
	Iteration 16Q: 3 clusters Score -918087.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -918103.375000 Penalty: 4244.553223
	Iteration 17Q: 3 clusters Score -918103.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -918114.625000 Penalty: 4244.553223
	Iteration 18Q: 3 clusters Score -918114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -918116.750000 Penalty: 4244.553223
	Iteration 19Q: 3 clusters Score -918116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -918120.812500 Penalty: 4244.553223
	Iteration 20F: 3 clusters Score -918120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -918121.062500 Penalty: 4244.553223
	Iteration 21Q: 3 clusters Score -918121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -918121.312500 Penalty: 4244.553223
	Iteration 22Q: 3 clusters Score -918121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -918123.062500 Penalty: 4244.553223
	Iteration 23Q: 3 clusters Score -918123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -918129.750000 Penalty: 4244.553223
	Iteration 24Q: 3 clusters Score -918129.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -918134.250000 Penalty: 4244.553223
	Iteration 25Q: 3 clusters Score -918134.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -918135.875000 Penalty: 4244.553223
	Iteration 26Q: 3 clusters Score -918135.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -918140.187500 Penalty: 4244.553223
	Iteration 27Q: 3 clusters Score -918140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -918143.187500 Penalty: 4244.553223
	Iteration 28Q: 3 clusters Score -918143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -918144.250000 Penalty: 4244.553223
	Iteration 29Q: 3 clusters Score -918144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -918145.812500 Penalty: 4244.553223
	Iteration 30Q: 3 clusters Score -918145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -918148.562500 Penalty: 4244.553223
	Iteration 31Q: 3 clusters Score -918148.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -918153.125000 Penalty: 4244.553223
	Iteration 32Q: 3 clusters Score -918153.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -918155.500000 Penalty: 4244.553223
	Iteration 33Q: 3 clusters Score -918155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -918155.812500 Penalty: 4244.553223
	Iteration 34Q: 3 clusters Score -918155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -918156.125000 Penalty: 4244.553223
	Iteration 35Q: 3 clusters Score -918156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -918157.312500 Penalty: 4244.553223
	Iteration 36Q: 3 clusters Score -918157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -918159.687500 Penalty: 4244.553223
	Iteration 37Q: 3 clusters Score -918159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -918161.312500 Penalty: 4244.553223
	Iteration 38Q: 3 clusters Score -918161.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -918162.937500 Penalty: 4244.553223
	Iteration 39Q: 3 clusters Score -918162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -918163.187500 Penalty: 4244.553223
	Iteration 40F: 3 clusters Score -918163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -918164.937500 Penalty: 4244.553223
	Iteration 41Q: 3 clusters Score -918164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -918163.312500 Penalty: 4244.553223
	Iteration 42Q: 3 clusters Score -918163.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -918163.312500 Penalty: 4244.553223
	Iteration 43F: 3 clusters Score -918163.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -288892.125000 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -288892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -286492.031250 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -286492 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -287239.343750 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -287239.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -287730.531250 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -287730.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -288116.000000 Penalty: 3713.360107
	Iteration 3F: 3 clusters Score -288116 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -288346.531250 Penalty: 3713.360107
	Iteration 4F: 3 clusters Score -288346.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -288500.562500 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -288500.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -288599.343750 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -288599.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -288700.125000 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -288700.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -288785.812500 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -288785.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -288834.000000 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -288834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -288875.750000 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -288875.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -288900.968750 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -288901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -288922.500000 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -288922.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288945.625000 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -288945.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -288969.781250 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -288969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -288984.437500 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -288984.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -288993.937500 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -288993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -289007.562500 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -289007.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -289015.406250 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -289015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -289026.437500 Penalty: 3713.360107
	Iteration 19Q: 3 clusters Score -289026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289040.593750 Penalty: 3713.360107
	Iteration 20F: 3 clusters Score -289040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -289047.187500 Penalty: 3713.360107
	Iteration 21Q: 3 clusters Score -289047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -289049.781250 Penalty: 3713.360107
	Iteration 22Q: 3 clusters Score -289049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -289050.312500 Penalty: 3713.360107
	Iteration 23Q: 3 clusters Score -289050.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -289055.906250 Penalty: 3713.360107
	Iteration 24Q: 3 clusters Score -289055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -289062.937500 Penalty: 3713.360107
	Iteration 25Q: 3 clusters Score -289062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -289067.500000 Penalty: 3713.360107
	Iteration 26Q: 3 clusters Score -289067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -289072.187500 Penalty: 3713.360107
	Iteration 27Q: 3 clusters Score -289072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -289077.531250 Penalty: 3713.360107
	Iteration 28Q: 3 clusters Score -289077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -289079.281250 Penalty: 3713.360107
	Iteration 29Q: 3 clusters Score -289079.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -289082.312500 Penalty: 3713.360107
	Iteration 30Q: 3 clusters Score -289082.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -289085.531250 Penalty: 3713.360107
	Iteration 31Q: 3 clusters Score -289085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -289085.531250 Penalty: 3713.360107
	Iteration 32F: 3 clusters Score -289085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 45089 members 
Mstep: Class 3 contains 65253 members 
Mstep: Class 4 contains 27386 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 63269 members 
Mstep: Class 10 contains 72800 members 
Mstep: Class 11 contains 73877 members 
Mstep: Class 13 contains 57139 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 63718 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 62418 members 
Entering Unmasked Estep 
Score: -110025312.000000 Penalty: 59411.554688
Splitting cluster 8 changes total score from -110015224.000000 to -110025312.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 9 (63269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Entering Unmasked Estep 
Score: -11490266.000000 Penalty: 2741.677490
	Iteration 0F: 2 clusters Score -1.149027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -11448396.000000 Penalty: 5483.354980
	Iteration 0F: 3 clusters Score -1.14484e+07 nChanged 29483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -11464951.000000 Penalty: 5483.354980
	Iteration 1F: 3 clusters Score -1.146495e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -11465676.000000 Penalty: 5483.354980
	Iteration 2Q: 3 clusters Score -1.146568e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -11466809.000000 Penalty: 5483.354980
	Iteration 3Q: 3 clusters Score -1.146681e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -11468328.000000 Penalty: 5483.354980
	Iteration 4F: 3 clusters Score -1.146833e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -11470715.000000 Penalty: 5483.354980
	Iteration 5F: 3 clusters Score -1.147072e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -11473858.000000 Penalty: 5483.354980
	Iteration 6F: 3 clusters Score -1.147386e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -11477142.000000 Penalty: 5483.354980
	Iteration 7F: 3 clusters Score -1.147714e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -11479846.000000 Penalty: 5483.354980
	Iteration 8F: 3 clusters Score -1.147985e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -11481736.000000 Penalty: 5483.354980
	Iteration 9Q: 3 clusters Score -1.148174e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -11483268.000000 Penalty: 5483.354980
	Iteration 10Q: 3 clusters Score -1.148327e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -11484682.000000 Penalty: 5483.354980
	Iteration 11Q: 3 clusters Score -1.148468e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -11486016.000000 Penalty: 5483.354980
	Iteration 12Q: 3 clusters Score -1.148602e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -11487021.000000 Penalty: 5483.354980
	Iteration 13Q: 3 clusters Score -1.148702e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -11487512.000000 Penalty: 5483.354980
	Iteration 14Q: 3 clusters Score -1.148751e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -11487760.000000 Penalty: 5483.354980
	Iteration 15Q: 3 clusters Score -1.148776e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -11487952.000000 Penalty: 5483.354980
	Iteration 16Q: 3 clusters Score -1.148795e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -11488039.000000 Penalty: 5483.354980
	Iteration 17Q: 3 clusters Score -1.148804e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -11488141.000000 Penalty: 5483.354980
	Iteration 18Q: 3 clusters Score -1.148814e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -11488205.000000 Penalty: 5483.354980
	Iteration 19Q: 3 clusters Score -1.14882e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -11488294.000000 Penalty: 5483.354980
	Iteration 20F: 3 clusters Score -1.148829e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -11488350.000000 Penalty: 5483.354980
	Iteration 21Q: 3 clusters Score -1.148835e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -11488419.000000 Penalty: 5483.354980
	Iteration 22Q: 3 clusters Score -1.148842e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -11488440.000000 Penalty: 5483.354980
	Iteration 23Q: 3 clusters Score -1.148844e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -11488467.000000 Penalty: 5483.354980
	Iteration 24Q: 3 clusters Score -1.148847e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -11488505.000000 Penalty: 5483.354980
	Iteration 25Q: 3 clusters Score -1.14885e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -11488513.000000 Penalty: 5483.354980
	Iteration 26Q: 3 clusters Score -1.148851e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -11488526.000000 Penalty: 5483.354980
	Iteration 27Q: 3 clusters Score -1.148853e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -11488537.000000 Penalty: 5483.354980
	Iteration 28Q: 3 clusters Score -1.148854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -11488537.000000 Penalty: 5483.354980
	Iteration 29Q: 3 clusters Score -1.148854e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -11488541.000000 Penalty: 5483.354980
	Iteration 30Q: 3 clusters Score -1.148854e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -11488544.000000 Penalty: 5483.354980
	Iteration 31Q: 3 clusters Score -1.148854e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -11488545.000000 Penalty: 5483.354980
	Iteration 32Q: 3 clusters Score -1.148854e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -11488552.000000 Penalty: 5483.354980
	Iteration 33Q: 3 clusters Score -1.148855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -11488547.000000 Penalty: 5483.354980
	Iteration 34Q: 3 clusters Score -1.148855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -11488550.000000 Penalty: 5483.354980
	Iteration 35Q: 3 clusters Score -1.148855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -11488560.000000 Penalty: 5483.354980
	Iteration 36Q: 3 clusters Score -1.148856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -11488570.000000 Penalty: 5483.354980
	Iteration 37Q: 3 clusters Score -1.148857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -11488581.000000 Penalty: 5483.354980
	Iteration 38Q: 3 clusters Score -1.148858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -11488579.000000 Penalty: 5483.354980
	Iteration 39Q: 3 clusters Score -1.148858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -11488572.000000 Penalty: 5483.354980
	Iteration 40F: 3 clusters Score -1.148857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -11488583.000000 Penalty: 5483.354980
	Iteration 41Q: 3 clusters Score -1.148858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -11488581.000000 Penalty: 5483.354980
	Iteration 42Q: 3 clusters Score -1.148858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -11488576.000000 Penalty: 5483.354980
	Iteration 43Q: 3 clusters Score -1.148858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -11488565.000000 Penalty: 5483.354980
	Iteration 44Q: 3 clusters Score -1.148856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -11488558.000000 Penalty: 5483.354980
	Iteration 45Q: 3 clusters Score -1.148856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -11488585.000000 Penalty: 5483.354980
	Iteration 46Q: 3 clusters Score -1.148858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -11488581.000000 Penalty: 5483.354980
	Iteration 47Q: 3 clusters Score -1.148858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -11488600.000000 Penalty: 5483.354980
	Iteration 48Q: 3 clusters Score -1.14886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -11488599.000000 Penalty: 5483.354980
	Iteration 49Q: 3 clusters Score -1.14886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -11488593.000000 Penalty: 5483.354980
	Iteration 50Q: 3 clusters Score -1.148859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -11488596.000000 Penalty: 5483.354980
	Iteration 51Q: 3 clusters Score -1.14886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -11488602.000000 Penalty: 5483.354980
	Iteration 52Q: 3 clusters Score -1.14886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -11488595.000000 Penalty: 5483.354980
	Iteration 53Q: 3 clusters Score -1.14886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -11488595.000000 Penalty: 5483.354980
	Iteration 54Q: 3 clusters Score -1.14886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 59997 members 
Entering Unmasked Estep 
Score: -11488603.000000 Penalty: 5483.354980
	Iteration 55Q: 3 clusters Score -1.14886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -11488595.000000 Penalty: 5483.354980
	Iteration 56Q: 3 clusters Score -1.14886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -11488598.000000 Penalty: 5483.354980
	Iteration 57Q: 3 clusters Score -1.14886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -11488598.000000 Penalty: 5483.354980
	Iteration 58F: 3 clusters Score -1.14886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Entering Unmasked Estep 
Score: -13517377.000000 Penalty: 2776.476807
	Iteration 0F: 2 clusters Score -1.351738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -13488725.000000 Penalty: 5552.953613
	Iteration 0F: 3 clusters Score -1.348872e+07 nChanged 34121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -13508374.000000 Penalty: 5552.953613
	Iteration 1F: 3 clusters Score -1.350837e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -13509469.000000 Penalty: 5552.953613
	Iteration 2Q: 3 clusters Score -1.350947e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -13510928.000000 Penalty: 5552.953613
	Iteration 3Q: 3 clusters Score -1.351093e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -13513243.000000 Penalty: 5552.953613
	Iteration 4F: 3 clusters Score -1.351324e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -13516621.000000 Penalty: 5552.953613
	Iteration 5F: 3 clusters Score -1.351662e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -13519990.000000 Penalty: 5552.953613
	Iteration 6F: 3 clusters Score -1.351999e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -13523104.000000 Penalty: 5552.953613
	Iteration 7F: 3 clusters Score -1.35231e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -13524895.000000 Penalty: 5552.953613
	Iteration 8F: 3 clusters Score -1.35249e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -13525440.000000 Penalty: 5552.953613
	Iteration 9Q: 3 clusters Score -1.352544e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -13525636.000000 Penalty: 5552.953613
	Iteration 10Q: 3 clusters Score -1.352564e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -13525703.000000 Penalty: 5552.953613
	Iteration 11Q: 3 clusters Score -1.35257e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -13525887.000000 Penalty: 5552.953613
	Iteration 12Q: 3 clusters Score -1.352589e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -13526027.000000 Penalty: 5552.953613
	Iteration 13Q: 3 clusters Score -1.352603e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -13526180.000000 Penalty: 5552.953613
	Iteration 14Q: 3 clusters Score -1.352618e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -13526267.000000 Penalty: 5552.953613
	Iteration 15Q: 3 clusters Score -1.352627e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -13526488.000000 Penalty: 5552.953613
	Iteration 16Q: 3 clusters Score -1.352649e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -13526662.000000 Penalty: 5552.953613
	Iteration 17Q: 3 clusters Score -1.352666e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -13526842.000000 Penalty: 5552.953613
	Iteration 18Q: 3 clusters Score -1.352684e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -13526998.000000 Penalty: 5552.953613
	Iteration 19Q: 3 clusters Score -1.3527e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -13527134.000000 Penalty: 5552.953613
	Iteration 20F: 3 clusters Score -1.352713e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -13527329.000000 Penalty: 5552.953613
	Iteration 21Q: 3 clusters Score -1.352733e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -13527493.000000 Penalty: 5552.953613
	Iteration 22Q: 3 clusters Score -1.352749e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -13527577.000000 Penalty: 5552.953613
	Iteration 23Q: 3 clusters Score -1.352758e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -13527717.000000 Penalty: 5552.953613
	Iteration 24Q: 3 clusters Score -1.352772e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -13527864.000000 Penalty: 5552.953613
	Iteration 25Q: 3 clusters Score -1.352786e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -13527963.000000 Penalty: 5552.953613
	Iteration 26Q: 3 clusters Score -1.352796e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -13528079.000000 Penalty: 5552.953613
	Iteration 27Q: 3 clusters Score -1.352808e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -13528266.000000 Penalty: 5552.953613
	Iteration 28Q: 3 clusters Score -1.352827e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -13528421.000000 Penalty: 5552.953613
	Iteration 29Q: 3 clusters Score -1.352842e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -13528580.000000 Penalty: 5552.953613
	Iteration 30Q: 3 clusters Score -1.352858e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -13528673.000000 Penalty: 5552.953613
	Iteration 31Q: 3 clusters Score -1.352867e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -13528753.000000 Penalty: 5552.953613
	Iteration 32Q: 3 clusters Score -1.352875e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -13528807.000000 Penalty: 5552.953613
	Iteration 33Q: 3 clusters Score -1.352881e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -13528842.000000 Penalty: 5552.953613
	Iteration 34Q: 3 clusters Score -1.352884e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -13528882.000000 Penalty: 5552.953613
	Iteration 35Q: 3 clusters Score -1.352888e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -13528925.000000 Penalty: 5552.953613
	Iteration 36Q: 3 clusters Score -1.352892e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -13528924.000000 Penalty: 5552.953613
	Iteration 37Q: 3 clusters Score -1.352892e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -13528946.000000 Penalty: 5552.953613
	Iteration 38Q: 3 clusters Score -1.352895e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -13528956.000000 Penalty: 5552.953613
	Iteration 39Q: 3 clusters Score -1.352896e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -13528998.000000 Penalty: 5552.953613
	Iteration 40F: 3 clusters Score -1.3529e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -13528991.000000 Penalty: 5552.953613
	Iteration 41Q: 3 clusters Score -1.352899e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -13529007.000000 Penalty: 5552.953613
	Iteration 42Q: 3 clusters Score -1.352901e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -13529027.000000 Penalty: 5552.953613
	Iteration 43Q: 3 clusters Score -1.352903e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -13529063.000000 Penalty: 5552.953613
	Iteration 44Q: 3 clusters Score -1.352906e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -13529065.000000 Penalty: 5552.953613
	Iteration 45Q: 3 clusters Score -1.352906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -13529073.000000 Penalty: 5552.953613
	Iteration 46Q: 3 clusters Score -1.352907e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -13529080.000000 Penalty: 5552.953613
	Iteration 47Q: 3 clusters Score -1.352908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -13529086.000000 Penalty: 5552.953613
	Iteration 48Q: 3 clusters Score -1.352909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -13529067.000000 Penalty: 5552.953613
	Iteration 49Q: 3 clusters Score -1.352907e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -13529059.000000 Penalty: 5552.953613
	Iteration 50Q: 3 clusters Score -1.352906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -13529059.000000 Penalty: 5552.953613
	Iteration 51Q: 3 clusters Score -1.352906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -13529052.000000 Penalty: 5552.953613
	Iteration 52Q: 3 clusters Score -1.352905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -13529049.000000 Penalty: 5552.953613
	Iteration 53Q: 3 clusters Score -1.352905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -13529045.000000 Penalty: 5552.953613
	Iteration 54Q: 3 clusters Score -1.352904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -13529066.000000 Penalty: 5552.953613
	Iteration 55Q: 3 clusters Score -1.352907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -13529062.000000 Penalty: 5552.953613
	Iteration 56Q: 3 clusters Score -1.352906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -13529061.000000 Penalty: 5552.953613
	Iteration 57Q: 3 clusters Score -1.352906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -13529059.000000 Penalty: 5552.953613
	Iteration 58Q: 3 clusters Score -1.352906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -13529067.000000 Penalty: 5552.953613
	Iteration 59Q: 3 clusters Score -1.352907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -13529068.000000 Penalty: 5552.953613
	Iteration 60F: 3 clusters Score -1.352907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -13529073.000000 Penalty: 5552.953613
	Iteration 61Q: 3 clusters Score -1.352907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -13529064.000000 Penalty: 5552.953613
	Iteration 62Q: 3 clusters Score -1.352906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -13529069.000000 Penalty: 5552.953613
	Iteration 63Q: 3 clusters Score -1.352907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -13529073.000000 Penalty: 5552.953613
	Iteration 64Q: 3 clusters Score -1.352907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -13529066.000000 Penalty: 5552.953613
	Iteration 65Q: 3 clusters Score -1.352907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -13529071.000000 Penalty: 5552.953613
	Iteration 66Q: 3 clusters Score -1.352907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -13529062.000000 Penalty: 5552.953613
	Iteration 67Q: 3 clusters Score -1.352906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -13529062.000000 Penalty: 5552.953613
	Iteration 68F: 3 clusters Score -1.352906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 45089 members 
Mstep: Class 3 contains 65253 members 
Mstep: Class 4 contains 27386 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 47660 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 63269 members 
Mstep: Class 10 contains 25140 members 
Mstep: Class 11 contains 73877 members 
Mstep: Class 13 contains 57139 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 63718 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 62418 members 
Entering Unmasked Estep 
Score: -110037192.000000 Penalty: 62712.195312
Splitting cluster 10 changes total score from -110015224.000000 to -110037192.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 11 (73877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Entering Unmasked Estep 
Score: -13727067.000000 Penalty: 2780.118896
	Iteration 0F: 2 clusters Score -1.372707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -13703836.000000 Penalty: 5560.237793
	Iteration 0F: 3 clusters Score -1.370384e+07 nChanged 34609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -13723525.000000 Penalty: 5560.237793
	Iteration 1F: 3 clusters Score -1.372352e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -13724661.000000 Penalty: 5560.237793
	Iteration 2Q: 3 clusters Score -1.372466e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -13726205.000000 Penalty: 5560.237793
	Iteration 3Q: 3 clusters Score -1.37262e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -13728302.000000 Penalty: 5560.237793
	Iteration 4F: 3 clusters Score -1.37283e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -13731091.000000 Penalty: 5560.237793
	Iteration 5F: 3 clusters Score -1.373109e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -13734544.000000 Penalty: 5560.237793
	Iteration 6F: 3 clusters Score -1.373454e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -13738165.000000 Penalty: 5560.237793
	Iteration 7F: 3 clusters Score -1.373816e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -13740710.000000 Penalty: 5560.237793
	Iteration 8F: 3 clusters Score -1.374071e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -13741874.000000 Penalty: 5560.237793
	Iteration 9Q: 3 clusters Score -1.374187e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -13742238.000000 Penalty: 5560.237793
	Iteration 10Q: 3 clusters Score -1.374224e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -13742472.000000 Penalty: 5560.237793
	Iteration 11Q: 3 clusters Score -1.374247e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -13742528.000000 Penalty: 5560.237793
	Iteration 12Q: 3 clusters Score -1.374253e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -13742629.000000 Penalty: 5560.237793
	Iteration 13Q: 3 clusters Score -1.374263e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -13742565.000000 Penalty: 5560.237793
	Iteration 14Q: 3 clusters Score -1.374256e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -13742252.000000 Penalty: 5560.237793
	Iteration 15Q: 3 clusters Score -1.374225e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -13741880.000000 Penalty: 5560.237793
	Iteration 16Q: 3 clusters Score -1.374188e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -13741621.000000 Penalty: 5560.237793
	Iteration 17Q: 3 clusters Score -1.374162e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -13741241.000000 Penalty: 5560.237793
	Iteration 18Q: 3 clusters Score -1.374124e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -13740865.000000 Penalty: 5560.237793
	Iteration 19Q: 3 clusters Score -1.374086e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -13740502.000000 Penalty: 5560.237793
	Iteration 20F: 3 clusters Score -1.37405e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -13740195.000000 Penalty: 5560.237793
	Iteration 21Q: 3 clusters Score -1.37402e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -13739881.000000 Penalty: 5560.237793
	Iteration 22Q: 3 clusters Score -1.373988e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -13739591.000000 Penalty: 5560.237793
	Iteration 23Q: 3 clusters Score -1.373959e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -13739357.000000 Penalty: 5560.237793
	Iteration 24Q: 3 clusters Score -1.373936e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -13739216.000000 Penalty: 5560.237793
	Iteration 25Q: 3 clusters Score -1.373922e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -13739028.000000 Penalty: 5560.237793
	Iteration 26Q: 3 clusters Score -1.373903e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -13738809.000000 Penalty: 5560.237793
	Iteration 27Q: 3 clusters Score -1.373881e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -13738721.000000 Penalty: 5560.237793
	Iteration 28Q: 3 clusters Score -1.373872e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -13738672.000000 Penalty: 5560.237793
	Iteration 29Q: 3 clusters Score -1.373867e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -13738646.000000 Penalty: 5560.237793
	Iteration 30Q: 3 clusters Score -1.373865e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -13738554.000000 Penalty: 5560.237793
	Iteration 31Q: 3 clusters Score -1.373855e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -13738534.000000 Penalty: 5560.237793
	Iteration 32Q: 3 clusters Score -1.373853e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -13738528.000000 Penalty: 5560.237793
	Iteration 33Q: 3 clusters Score -1.373853e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -13738539.000000 Penalty: 5560.237793
	Iteration 34Q: 3 clusters Score -1.373854e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -13738586.000000 Penalty: 5560.237793
	Iteration 35Q: 3 clusters Score -1.373859e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -13738632.000000 Penalty: 5560.237793
	Iteration 36Q: 3 clusters Score -1.373863e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -13738628.000000 Penalty: 5560.237793
	Iteration 37Q: 3 clusters Score -1.373863e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -13738658.000000 Penalty: 5560.237793
	Iteration 38Q: 3 clusters Score -1.373866e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -13738667.000000 Penalty: 5560.237793
	Iteration 39Q: 3 clusters Score -1.373867e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -13738711.000000 Penalty: 5560.237793
	Iteration 40F: 3 clusters Score -1.373871e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -13738688.000000 Penalty: 5560.237793
	Iteration 41Q: 3 clusters Score -1.373869e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -13738740.000000 Penalty: 5560.237793
	Iteration 42Q: 3 clusters Score -1.373874e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -13738786.000000 Penalty: 5560.237793
	Iteration 43Q: 3 clusters Score -1.373879e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -13738817.000000 Penalty: 5560.237793
	Iteration 44Q: 3 clusters Score -1.373882e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -13738831.000000 Penalty: 5560.237793
	Iteration 45Q: 3 clusters Score -1.373883e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -13738820.000000 Penalty: 5560.237793
	Iteration 46Q: 3 clusters Score -1.373882e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -13738843.000000 Penalty: 5560.237793
	Iteration 47Q: 3 clusters Score -1.373884e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -13738790.000000 Penalty: 5560.237793
	Iteration 48Q: 3 clusters Score -1.373879e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -13738782.000000 Penalty: 5560.237793
	Iteration 49Q: 3 clusters Score -1.373878e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -13738704.000000 Penalty: 5560.237793
	Iteration 50Q: 3 clusters Score -1.37387e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -13738724.000000 Penalty: 5560.237793
	Iteration 51Q: 3 clusters Score -1.373872e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -13738732.000000 Penalty: 5560.237793
	Iteration 52Q: 3 clusters Score -1.373873e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -13738743.000000 Penalty: 5560.237793
	Iteration 53Q: 3 clusters Score -1.373874e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -13738779.000000 Penalty: 5560.237793
	Iteration 54Q: 3 clusters Score -1.373878e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -13738819.000000 Penalty: 5560.237793
	Iteration 55Q: 3 clusters Score -1.373882e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -13738830.000000 Penalty: 5560.237793
	Iteration 56Q: 3 clusters Score -1.373883e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -13738843.000000 Penalty: 5560.237793
	Iteration 57Q: 3 clusters Score -1.373884e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -13738883.000000 Penalty: 5560.237793
	Iteration 58Q: 3 clusters Score -1.373888e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -13738924.000000 Penalty: 5560.237793
	Iteration 59Q: 3 clusters Score -1.373892e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -13738965.000000 Penalty: 5560.237793
	Iteration 60F: 3 clusters Score -1.373896e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -13739020.000000 Penalty: 5560.237793
	Iteration 61Q: 3 clusters Score -1.373902e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -13739088.000000 Penalty: 5560.237793
	Iteration 62Q: 3 clusters Score -1.373909e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -13739088.000000 Penalty: 5560.237793
	Iteration 63Q: 3 clusters Score -1.373909e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -13739149.000000 Penalty: 5560.237793
	Iteration 64Q: 3 clusters Score -1.373915e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -13739215.000000 Penalty: 5560.237793
	Iteration 65Q: 3 clusters Score -1.373922e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -13739242.000000 Penalty: 5560.237793
	Iteration 66Q: 3 clusters Score -1.373924e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -13739266.000000 Penalty: 5560.237793
	Iteration 67Q: 3 clusters Score -1.373927e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -13739339.000000 Penalty: 5560.237793
	Iteration 68Q: 3 clusters Score -1.373934e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -13739427.000000 Penalty: 5560.237793
	Iteration 69Q: 3 clusters Score -1.373943e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -13739510.000000 Penalty: 5560.237793
	Iteration 70Q: 3 clusters Score -1.373951e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -13739588.000000 Penalty: 5560.237793
	Iteration 71Q: 3 clusters Score -1.373959e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -13739646.000000 Penalty: 5560.237793
	Iteration 72Q: 3 clusters Score -1.373965e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -13739728.000000 Penalty: 5560.237793
	Iteration 73Q: 3 clusters Score -1.373973e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -13739816.000000 Penalty: 5560.237793
	Iteration 74Q: 3 clusters Score -1.373982e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -13739852.000000 Penalty: 5560.237793
	Iteration 75Q: 3 clusters Score -1.373985e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -13739863.000000 Penalty: 5560.237793
	Iteration 76Q: 3 clusters Score -1.373986e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -13739924.000000 Penalty: 5560.237793
	Iteration 77Q: 3 clusters Score -1.373992e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -13739949.000000 Penalty: 5560.237793
	Iteration 78Q: 3 clusters Score -1.373995e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -13740005.000000 Penalty: 5560.237793
	Iteration 79Q: 3 clusters Score -1.374e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -13740037.000000 Penalty: 5560.237793
	Iteration 80F: 3 clusters Score -1.374004e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -13740080.000000 Penalty: 5560.237793
	Iteration 81Q: 3 clusters Score -1.374008e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -13740144.000000 Penalty: 5560.237793
	Iteration 82Q: 3 clusters Score -1.374014e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -13740176.000000 Penalty: 5560.237793
	Iteration 83Q: 3 clusters Score -1.374018e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -13740225.000000 Penalty: 5560.237793
	Iteration 84Q: 3 clusters Score -1.374022e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -13740255.000000 Penalty: 5560.237793
	Iteration 85Q: 3 clusters Score -1.374026e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -13740299.000000 Penalty: 5560.237793
	Iteration 86Q: 3 clusters Score -1.37403e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -13740329.000000 Penalty: 5560.237793
	Iteration 87Q: 3 clusters Score -1.374033e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -13740351.000000 Penalty: 5560.237793
	Iteration 88Q: 3 clusters Score -1.374035e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -13740394.000000 Penalty: 5560.237793
	Iteration 89Q: 3 clusters Score -1.374039e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -13740460.000000 Penalty: 5560.237793
	Iteration 90Q: 3 clusters Score -1.374046e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -13740543.000000 Penalty: 5560.237793
	Iteration 91Q: 3 clusters Score -1.374054e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -13740592.000000 Penalty: 5560.237793
	Iteration 92Q: 3 clusters Score -1.374059e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -13740614.000000 Penalty: 5560.237793
	Iteration 93Q: 3 clusters Score -1.374061e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -13740624.000000 Penalty: 5560.237793
	Iteration 94Q: 3 clusters Score -1.374062e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -13740661.000000 Penalty: 5560.237793
	Iteration 95Q: 3 clusters Score -1.374066e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -13740664.000000 Penalty: 5560.237793
	Iteration 96Q: 3 clusters Score -1.374066e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -13740696.000000 Penalty: 5560.237793
	Iteration 97Q: 3 clusters Score -1.37407e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -13740701.000000 Penalty: 5560.237793
	Iteration 98Q: 3 clusters Score -1.37407e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -13740722.000000 Penalty: 5560.237793
	Iteration 99Q: 3 clusters Score -1.374072e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -13740758.000000 Penalty: 5560.237793
	Iteration 100F: 3 clusters Score -1.374076e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -13740814.000000 Penalty: 5560.237793
	Iteration 101Q: 3 clusters Score -1.374081e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -13740834.000000 Penalty: 5560.237793
	Iteration 102Q: 3 clusters Score -1.374083e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -13740867.000000 Penalty: 5560.237793
	Iteration 103Q: 3 clusters Score -1.374087e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -13740912.000000 Penalty: 5560.237793
	Iteration 104Q: 3 clusters Score -1.374091e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -13740912.000000 Penalty: 5560.237793
	Iteration 105Q: 3 clusters Score -1.374091e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -13740944.000000 Penalty: 5560.237793
	Iteration 106Q: 3 clusters Score -1.374094e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -13741006.000000 Penalty: 5560.237793
	Iteration 107Q: 3 clusters Score -1.374101e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -13741027.000000 Penalty: 5560.237793
	Iteration 108Q: 3 clusters Score -1.374103e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -13741052.000000 Penalty: 5560.237793
	Iteration 109Q: 3 clusters Score -1.374105e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -13741109.000000 Penalty: 5560.237793
	Iteration 110Q: 3 clusters Score -1.374111e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -13741108.000000 Penalty: 5560.237793
	Iteration 111Q: 3 clusters Score -1.374111e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -13741141.000000 Penalty: 5560.237793
	Iteration 112Q: 3 clusters Score -1.374114e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -13741149.000000 Penalty: 5560.237793
	Iteration 113Q: 3 clusters Score -1.374115e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -13741158.000000 Penalty: 5560.237793
	Iteration 114Q: 3 clusters Score -1.374116e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -13741172.000000 Penalty: 5560.237793
	Iteration 115Q: 3 clusters Score -1.374117e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -13741164.000000 Penalty: 5560.237793
	Iteration 116Q: 3 clusters Score -1.374116e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -13741166.000000 Penalty: 5560.237793
	Iteration 117Q: 3 clusters Score -1.374117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -13741163.000000 Penalty: 5560.237793
	Iteration 118Q: 3 clusters Score -1.374116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -13741169.000000 Penalty: 5560.237793
	Iteration 119Q: 3 clusters Score -1.374117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -13741152.000000 Penalty: 5560.237793
	Iteration 120F: 3 clusters Score -1.374115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -13741171.000000 Penalty: 5560.237793
	Iteration 121Q: 3 clusters Score -1.374117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -13741188.000000 Penalty: 5560.237793
	Iteration 122Q: 3 clusters Score -1.374119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -13741176.000000 Penalty: 5560.237793
	Iteration 123Q: 3 clusters Score -1.374118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -13741190.000000 Penalty: 5560.237793
	Iteration 124Q: 3 clusters Score -1.374119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -13741162.000000 Penalty: 5560.237793
	Iteration 125Q: 3 clusters Score -1.374116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -13741182.000000 Penalty: 5560.237793
	Iteration 126Q: 3 clusters Score -1.374118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -13741175.000000 Penalty: 5560.237793
	Iteration 127Q: 3 clusters Score -1.374118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -13741195.000000 Penalty: 5560.237793
	Iteration 128Q: 3 clusters Score -1.37412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -13741187.000000 Penalty: 5560.237793
	Iteration 129Q: 3 clusters Score -1.374119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -13741178.000000 Penalty: 5560.237793
	Iteration 130Q: 3 clusters Score -1.374118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -13741167.000000 Penalty: 5560.237793
	Iteration 131Q: 3 clusters Score -1.374117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -13741163.000000 Penalty: 5560.237793
	Iteration 132Q: 3 clusters Score -1.374116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -13741151.000000 Penalty: 5560.237793
	Iteration 133Q: 3 clusters Score -1.374115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -13741153.000000 Penalty: 5560.237793
	Iteration 134Q: 3 clusters Score -1.374115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -13741152.000000 Penalty: 5560.237793
	Iteration 135Q: 3 clusters Score -1.374115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -13741158.000000 Penalty: 5560.237793
	Iteration 136Q: 3 clusters Score -1.374116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -13741167.000000 Penalty: 5560.237793
	Iteration 137Q: 3 clusters Score -1.374117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -13741168.000000 Penalty: 5560.237793
	Iteration 138Q: 3 clusters Score -1.374117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -13741164.000000 Penalty: 5560.237793
	Iteration 139Q: 3 clusters Score -1.374116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -13741166.000000 Penalty: 5560.237793
	Iteration 140F: 3 clusters Score -1.374117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 45089 members 
Mstep: Class 3 contains 65253 members 
Mstep: Class 4 contains 27386 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 47660 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 63269 members 
Mstep: Class 10 contains 25140 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 51462 members 
Mstep: Class 13 contains 57139 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 63718 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 62418 members 
Entering Unmasked Estep 
Score: -110050912.000000 Penalty: 66012.835938
Splitting cluster 11 changes total score from -110015224.000000 to -110050912.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 13 (57139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Entering Unmasked Estep 
Score: -10659522.000000 Penalty: 2716.404053
	Iteration 0F: 2 clusters Score -1.065952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -10630694.000000 Penalty: 5432.808105
	Iteration 0F: 3 clusters Score -1.063069e+07 nChanged 26695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -10646237.000000 Penalty: 5432.808105
	Iteration 1F: 3 clusters Score -1.064624e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -10647425.000000 Penalty: 5432.808105
	Iteration 2F: 3 clusters Score -1.064742e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -10649030.000000 Penalty: 5432.808105
	Iteration 3F: 3 clusters Score -1.064903e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -10651395.000000 Penalty: 5432.808105
	Iteration 4F: 3 clusters Score -1.06514e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -10654560.000000 Penalty: 5432.808105
	Iteration 5F: 3 clusters Score -1.065456e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -10658021.000000 Penalty: 5432.808105
	Iteration 6F: 3 clusters Score -1.065802e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -10660400.000000 Penalty: 5432.808105
	Iteration 7F: 3 clusters Score -1.06604e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -10661073.000000 Penalty: 5432.808105
	Iteration 8Q: 3 clusters Score -1.066107e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -10660936.000000 Penalty: 5432.808105
	Iteration 9Q: 3 clusters Score -1.066094e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -10660603.000000 Penalty: 5432.808105
	Iteration 10Q: 3 clusters Score -1.06606e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -10660156.000000 Penalty: 5432.808105
	Iteration 11Q: 3 clusters Score -1.066016e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -10659830.000000 Penalty: 5432.808105
	Iteration 12Q: 3 clusters Score -1.065983e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -10659560.000000 Penalty: 5432.808105
	Iteration 13Q: 3 clusters Score -1.065956e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -10659261.000000 Penalty: 5432.808105
	Iteration 14Q: 3 clusters Score -1.065926e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -10659028.000000 Penalty: 5432.808105
	Iteration 15Q: 3 clusters Score -1.065903e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -10658954.000000 Penalty: 5432.808105
	Iteration 16Q: 3 clusters Score -1.065895e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -10658744.000000 Penalty: 5432.808105
	Iteration 17Q: 3 clusters Score -1.065874e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -10658653.000000 Penalty: 5432.808105
	Iteration 18Q: 3 clusters Score -1.065865e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -10658537.000000 Penalty: 5432.808105
	Iteration 19Q: 3 clusters Score -1.065854e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -10658445.000000 Penalty: 5432.808105
	Iteration 20F: 3 clusters Score -1.065844e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -10658426.000000 Penalty: 5432.808105
	Iteration 21Q: 3 clusters Score -1.065843e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -10658393.000000 Penalty: 5432.808105
	Iteration 22Q: 3 clusters Score -1.065839e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -10658364.000000 Penalty: 5432.808105
	Iteration 23Q: 3 clusters Score -1.065836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -10658345.000000 Penalty: 5432.808105
	Iteration 24Q: 3 clusters Score -1.065834e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -10658305.000000 Penalty: 5432.808105
	Iteration 25Q: 3 clusters Score -1.06583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -10658298.000000 Penalty: 5432.808105
	Iteration 26Q: 3 clusters Score -1.06583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -10658261.000000 Penalty: 5432.808105
	Iteration 27Q: 3 clusters Score -1.065826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -10658272.000000 Penalty: 5432.808105
	Iteration 28Q: 3 clusters Score -1.065827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -10658276.000000 Penalty: 5432.808105
	Iteration 29Q: 3 clusters Score -1.065828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -10658270.000000 Penalty: 5432.808105
	Iteration 30Q: 3 clusters Score -1.065827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -10658274.000000 Penalty: 5432.808105
	Iteration 31Q: 3 clusters Score -1.065827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -10658264.000000 Penalty: 5432.808105
	Iteration 32Q: 3 clusters Score -1.065826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -10658249.000000 Penalty: 5432.808105
	Iteration 33Q: 3 clusters Score -1.065825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -10658244.000000 Penalty: 5432.808105
	Iteration 34Q: 3 clusters Score -1.065824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -10658234.000000 Penalty: 5432.808105
	Iteration 35Q: 3 clusters Score -1.065823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -10658207.000000 Penalty: 5432.808105
	Iteration 36Q: 3 clusters Score -1.065821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -10658193.000000 Penalty: 5432.808105
	Iteration 37Q: 3 clusters Score -1.065819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -10658192.000000 Penalty: 5432.808105
	Iteration 38Q: 3 clusters Score -1.065819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -10658184.000000 Penalty: 5432.808105
	Iteration 39Q: 3 clusters Score -1.065818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -10658194.000000 Penalty: 5432.808105
	Iteration 40F: 3 clusters Score -1.065819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -10658184.000000 Penalty: 5432.808105
	Iteration 41Q: 3 clusters Score -1.065818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -10658188.000000 Penalty: 5432.808105
	Iteration 42Q: 3 clusters Score -1.065819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -10658179.000000 Penalty: 5432.808105
	Iteration 43Q: 3 clusters Score -1.065818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -10658173.000000 Penalty: 5432.808105
	Iteration 44Q: 3 clusters Score -1.065817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -10658177.000000 Penalty: 5432.808105
	Iteration 45Q: 3 clusters Score -1.065818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -10658174.000000 Penalty: 5432.808105
	Iteration 46Q: 3 clusters Score -1.065817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -10658162.000000 Penalty: 5432.808105
	Iteration 47Q: 3 clusters Score -1.065816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -10658167.000000 Penalty: 5432.808105
	Iteration 48Q: 3 clusters Score -1.065817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -10658161.000000 Penalty: 5432.808105
	Iteration 49Q: 3 clusters Score -1.065816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -10658156.000000 Penalty: 5432.808105
	Iteration 50Q: 3 clusters Score -1.065816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -10658149.000000 Penalty: 5432.808105
	Iteration 51Q: 3 clusters Score -1.065815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -10658149.000000 Penalty: 5432.808105
	Iteration 52Q: 3 clusters Score -1.065815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -10658149.000000 Penalty: 5432.808105
	Iteration 53F: 3 clusters Score -1.065815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -87864.750000 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -87864.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86450.953125 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -86450.95 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -86855.976562 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -86855.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -87131.937500 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -87131.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -87229.437500 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -87229.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -87263.320312 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -87263.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -87277.187500 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -87277.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -87291.500000 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -87291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -87293.343750 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -87293.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -87293.343750 Penalty: 3107.589355
	Iteration 8F: 3 clusters Score -87293.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Entering Unmasked Estep 
Score: -11764422.000000 Penalty: 2743.431152
	Iteration 0F: 2 clusters Score -1.176442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -11734060.000000 Penalty: 5486.862305
	Iteration 0F: 3 clusters Score -1.173406e+07 nChanged 29718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -11750615.000000 Penalty: 5486.862305
	Iteration 1F: 3 clusters Score -1.175062e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -11751306.000000 Penalty: 5486.862305
	Iteration 2Q: 3 clusters Score -1.175131e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -11752004.000000 Penalty: 5486.862305
	Iteration 3Q: 3 clusters Score -1.1752e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -11753071.000000 Penalty: 5486.862305
	Iteration 4Q: 3 clusters Score -1.175307e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -11754544.000000 Penalty: 5486.862305
	Iteration 5Q: 3 clusters Score -1.175454e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -11756506.000000 Penalty: 5486.862305
	Iteration 6F: 3 clusters Score -1.175651e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -11758963.000000 Penalty: 5486.862305
	Iteration 7F: 3 clusters Score -1.175896e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -11761703.000000 Penalty: 5486.862305
	Iteration 8F: 3 clusters Score -1.17617e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -11764449.000000 Penalty: 5486.862305
	Iteration 9F: 3 clusters Score -1.176445e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -11766521.000000 Penalty: 5486.862305
	Iteration 10F: 3 clusters Score -1.176652e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -11767479.000000 Penalty: 5486.862305
	Iteration 11Q: 3 clusters Score -1.176748e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -11767802.000000 Penalty: 5486.862305
	Iteration 12Q: 3 clusters Score -1.17678e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -11768060.000000 Penalty: 5486.862305
	Iteration 13Q: 3 clusters Score -1.176806e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -11768242.000000 Penalty: 5486.862305
	Iteration 14Q: 3 clusters Score -1.176824e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -11768481.000000 Penalty: 5486.862305
	Iteration 15Q: 3 clusters Score -1.176848e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -11768658.000000 Penalty: 5486.862305
	Iteration 16Q: 3 clusters Score -1.176866e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -11768828.000000 Penalty: 5486.862305
	Iteration 17Q: 3 clusters Score -1.176883e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -11768920.000000 Penalty: 5486.862305
	Iteration 18Q: 3 clusters Score -1.176892e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -11769055.000000 Penalty: 5486.862305
	Iteration 19Q: 3 clusters Score -1.176906e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -11769133.000000 Penalty: 5486.862305
	Iteration 20F: 3 clusters Score -1.176913e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -11769219.000000 Penalty: 5486.862305
	Iteration 21Q: 3 clusters Score -1.176922e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -11769397.000000 Penalty: 5486.862305
	Iteration 22Q: 3 clusters Score -1.17694e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -11769539.000000 Penalty: 5486.862305
	Iteration 23Q: 3 clusters Score -1.176954e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -11769706.000000 Penalty: 5486.862305
	Iteration 24Q: 3 clusters Score -1.176971e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -11769874.000000 Penalty: 5486.862305
	Iteration 25Q: 3 clusters Score -1.176987e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -11769991.000000 Penalty: 5486.862305
	Iteration 26Q: 3 clusters Score -1.176999e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -11770100.000000 Penalty: 5486.862305
	Iteration 27Q: 3 clusters Score -1.17701e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -11770252.000000 Penalty: 5486.862305
	Iteration 28Q: 3 clusters Score -1.177025e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -11770465.000000 Penalty: 5486.862305
	Iteration 29Q: 3 clusters Score -1.177046e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -11770575.000000 Penalty: 5486.862305
	Iteration 30Q: 3 clusters Score -1.177058e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -11770485.000000 Penalty: 5486.862305
	Iteration 31Q: 3 clusters Score -1.177048e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -11770220.000000 Penalty: 5486.862305
	Iteration 32Q: 3 clusters Score -1.177022e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -11769821.000000 Penalty: 5486.862305
	Iteration 33Q: 3 clusters Score -1.176982e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -11769128.000000 Penalty: 5486.862305
	Iteration 34Q: 3 clusters Score -1.176913e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -11768209.000000 Penalty: 5486.862305
	Iteration 35Q: 3 clusters Score -1.176821e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -11767302.000000 Penalty: 5486.862305
	Iteration 36Q: 3 clusters Score -1.17673e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -11766767.000000 Penalty: 5486.862305
	Iteration 37Q: 3 clusters Score -1.176677e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -11766361.000000 Penalty: 5486.862305
	Iteration 38Q: 3 clusters Score -1.176636e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -11766008.000000 Penalty: 5486.862305
	Iteration 39Q: 3 clusters Score -1.176601e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -11766406.000000 Penalty: 5486.862305
	Iteration 40F: 3 clusters Score -1.176641e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -11765858.000000 Penalty: 5486.862305
	Iteration 41Q: 3 clusters Score -1.176586e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -11765415.000000 Penalty: 5486.862305
	Iteration 42Q: 3 clusters Score -1.176542e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -11765027.000000 Penalty: 5486.862305
	Iteration 43Q: 3 clusters Score -1.176503e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -11764857.000000 Penalty: 5486.862305
	Iteration 44Q: 3 clusters Score -1.176486e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -11764656.000000 Penalty: 5486.862305
	Iteration 45Q: 3 clusters Score -1.176466e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -11764397.000000 Penalty: 5486.862305
	Iteration 46Q: 3 clusters Score -1.17644e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -11764213.000000 Penalty: 5486.862305
	Iteration 47Q: 3 clusters Score -1.176421e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -11764059.000000 Penalty: 5486.862305
	Iteration 48Q: 3 clusters Score -1.176406e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -11763957.000000 Penalty: 5486.862305
	Iteration 49Q: 3 clusters Score -1.176396e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -11763887.000000 Penalty: 5486.862305
	Iteration 50Q: 3 clusters Score -1.176389e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -11763816.000000 Penalty: 5486.862305
	Iteration 51Q: 3 clusters Score -1.176382e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -11763746.000000 Penalty: 5486.862305
	Iteration 52Q: 3 clusters Score -1.176375e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -11763674.000000 Penalty: 5486.862305
	Iteration 53Q: 3 clusters Score -1.176367e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -11763636.000000 Penalty: 5486.862305
	Iteration 54Q: 3 clusters Score -1.176364e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -11763585.000000 Penalty: 5486.862305
	Iteration 55Q: 3 clusters Score -1.176358e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -11763520.000000 Penalty: 5486.862305
	Iteration 56Q: 3 clusters Score -1.176352e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -11763495.000000 Penalty: 5486.862305
	Iteration 57Q: 3 clusters Score -1.17635e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -11763452.000000 Penalty: 5486.862305
	Iteration 58Q: 3 clusters Score -1.176345e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -11763436.000000 Penalty: 5486.862305
	Iteration 59Q: 3 clusters Score -1.176344e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -11763394.000000 Penalty: 5486.862305
	Iteration 60F: 3 clusters Score -1.176339e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -11763376.000000 Penalty: 5486.862305
	Iteration 61Q: 3 clusters Score -1.176338e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -11763348.000000 Penalty: 5486.862305
	Iteration 62Q: 3 clusters Score -1.176335e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -11763321.000000 Penalty: 5486.862305
	Iteration 63Q: 3 clusters Score -1.176332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -11763300.000000 Penalty: 5486.862305
	Iteration 64Q: 3 clusters Score -1.17633e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -11763263.000000 Penalty: 5486.862305
	Iteration 65Q: 3 clusters Score -1.176326e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -11763233.000000 Penalty: 5486.862305
	Iteration 66Q: 3 clusters Score -1.176323e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -11763219.000000 Penalty: 5486.862305
	Iteration 67Q: 3 clusters Score -1.176322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -11763228.000000 Penalty: 5486.862305
	Iteration 68Q: 3 clusters Score -1.176323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -11763212.000000 Penalty: 5486.862305
	Iteration 69Q: 3 clusters Score -1.176321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -11763208.000000 Penalty: 5486.862305
	Iteration 70Q: 3 clusters Score -1.176321e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -11763188.000000 Penalty: 5486.862305
	Iteration 71Q: 3 clusters Score -1.176319e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -11763155.000000 Penalty: 5486.862305
	Iteration 72Q: 3 clusters Score -1.176316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -11763153.000000 Penalty: 5486.862305
	Iteration 73Q: 3 clusters Score -1.176315e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -11763124.000000 Penalty: 5486.862305
	Iteration 74Q: 3 clusters Score -1.176312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -11763123.000000 Penalty: 5486.862305
	Iteration 75Q: 3 clusters Score -1.176312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -11763119.000000 Penalty: 5486.862305
	Iteration 76Q: 3 clusters Score -1.176312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -11763137.000000 Penalty: 5486.862305
	Iteration 77Q: 3 clusters Score -1.176314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -11763141.000000 Penalty: 5486.862305
	Iteration 78Q: 3 clusters Score -1.176314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -11763141.000000 Penalty: 5486.862305
	Iteration 79Q: 3 clusters Score -1.176314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -11763136.000000 Penalty: 5486.862305
	Iteration 80F: 3 clusters Score -1.176314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -11763132.000000 Penalty: 5486.862305
	Iteration 81Q: 3 clusters Score -1.176313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -11763137.000000 Penalty: 5486.862305
	Iteration 82Q: 3 clusters Score -1.176314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -11763137.000000 Penalty: 5486.862305
	Iteration 83Q: 3 clusters Score -1.176314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -11763142.000000 Penalty: 5486.862305
	Iteration 84Q: 3 clusters Score -1.176314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -11763115.000000 Penalty: 5486.862305
	Iteration 85Q: 3 clusters Score -1.176312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -11763123.000000 Penalty: 5486.862305
	Iteration 86Q: 3 clusters Score -1.176312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -11763104.000000 Penalty: 5486.862305
	Iteration 87Q: 3 clusters Score -1.17631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -11763112.000000 Penalty: 5486.862305
	Iteration 88Q: 3 clusters Score -1.176311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -11763083.000000 Penalty: 5486.862305
	Iteration 89Q: 3 clusters Score -1.176308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -11763081.000000 Penalty: 5486.862305
	Iteration 90Q: 3 clusters Score -1.176308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -11763087.000000 Penalty: 5486.862305
	Iteration 91Q: 3 clusters Score -1.176309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -11763068.000000 Penalty: 5486.862305
	Iteration 92Q: 3 clusters Score -1.176307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -11763066.000000 Penalty: 5486.862305
	Iteration 93Q: 3 clusters Score -1.176307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -11763067.000000 Penalty: 5486.862305
	Iteration 94Q: 3 clusters Score -1.176307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -11763060.000000 Penalty: 5486.862305
	Iteration 95Q: 3 clusters Score -1.176306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -11763050.000000 Penalty: 5486.862305
	Iteration 96Q: 3 clusters Score -1.176305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -11763053.000000 Penalty: 5486.862305
	Iteration 97Q: 3 clusters Score -1.176305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -11763052.000000 Penalty: 5486.862305
	Iteration 98Q: 3 clusters Score -1.176305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -11763056.000000 Penalty: 5486.862305
	Iteration 99Q: 3 clusters Score -1.176306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -11763056.000000 Penalty: 5486.862305
	Iteration 100F: 3 clusters Score -1.176306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -55825.648438 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -55825.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54492.601562 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -54492.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -55025.007812 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -55025.01 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55513.117188 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -55513.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -56077.953125 Penalty: 3190.738281
	Iteration 3F: 3 clusters Score -56077.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -56539.082031 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -56539.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -56734.410156 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -56734.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -56958.984375 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -56958.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -57072.523438 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -57072.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -57168.812500 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -57168.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -57212.496094 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -57212.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57256.285156 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -57256.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57271.835938 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -57271.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57275.265625 Penalty: 3190.738281
	Iteration 12F: 3 clusters Score -57275.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -57287.765625 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -57287.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57299.347656 Penalty: 3190.738281
	Iteration 14Q: 3 clusters Score -57299.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57299.347656 Penalty: 3190.738281
	Iteration 15F: 3 clusters Score -57299.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 45089 members 
Mstep: Class 3 contains 65253 members 
Mstep: Class 4 contains 27386 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 47660 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 63269 members 
Mstep: Class 10 contains 25140 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 51462 members 
Mstep: Class 13 contains 57139 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 63718 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 62418 members 
Entering Unmasked Estep 
Score: -110050608.000000 Penalty: 69313.484375
Splitting cluster 17 changes total score from -110015224.000000 to -110050608.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -70423.359375 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -70423.36 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 223 members 
Entering Unmasked Estep 
Score: -69089.296875 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -69089.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69382.101562 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -69382.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69586.757812 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -69586.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69879.570312 Penalty: 3005.324951
	Iteration 3F: 3 clusters Score -69879.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -70201.500000 Penalty: 3005.324951
	Iteration 4F: 3 clusters Score -70201.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -70432.343750 Penalty: 3005.324951
	Iteration 5F: 3 clusters Score -70432.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -70622.226562 Penalty: 3005.324951
	Iteration 6F: 3 clusters Score -70622.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -70689.875000 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -70689.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -70720.968750 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -70720.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -70720.968750 Penalty: 3005.324951
	Iteration 9F: 3 clusters Score -70720.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 45089 members 
Mstep: Class 3 contains 65253 members 
Mstep: Class 4 contains 27386 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 47660 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 63269 members 
Mstep: Class 10 contains 25140 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 51462 members 
Mstep: Class 13 contains 57139 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 63718 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 315 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 62418 members 
Mstep: Class 22 contains 113 members 
Entering Unmasked Estep 
Score: -110049072.000000 Penalty: 72614.125000
Splitting cluster 18 changes total score from -110015224.000000 to -110049072.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -218119.656250 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -218119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -216108.187500 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -216108.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -216622.515625 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -216622.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -216889.843750 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -216889.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -217010.796875 Penalty: 3540.090088
	Iteration 3F: 3 clusters Score -217010.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -217087.703125 Penalty: 3540.090088
	Iteration 4Q: 3 clusters Score -217087.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -217122.359375 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -217122.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -217151.390625 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -217151.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -217157.890625 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -217157.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -217165.171875 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -217165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -217170.093750 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -217170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -217172.234375 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -217172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -217174.343750 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -217174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -217176.546875 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -217176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -217178.078125 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -217178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -217179.640625 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -217179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -217180.765625 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -217180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -217184.296875 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -217184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -217185.578125 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -217185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -217189.781250 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -217189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -217191.296875 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -217191.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -217194.984375 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -217195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -217196.890625 Penalty: 3540.090088
	Iteration 21Q: 3 clusters Score -217196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -217197.375000 Penalty: 3540.090088
	Iteration 22Q: 3 clusters Score -217197.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -217197.375000 Penalty: 3540.090088
	Iteration 23F: 3 clusters Score -217197.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -163168.859375 Penalty: 1768.462891
	Iteration 0F: 2 clusters Score -163168.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -161294.750000 Penalty: 3536.925781
	Iteration 0F: 3 clusters Score -161294.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162140.000000 Penalty: 3536.925781
	Iteration 1F: 3 clusters Score -162140 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162517.234375 Penalty: 3536.925781
	Iteration 2F: 3 clusters Score -162517.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -162829.140625 Penalty: 3536.925781
	Iteration 3F: 3 clusters Score -162829.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -163047.171875 Penalty: 3536.925781
	Iteration 4F: 3 clusters Score -163047.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -163261.718750 Penalty: 3536.925781
	Iteration 5Q: 3 clusters Score -163261.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -163403.203125 Penalty: 3536.925781
	Iteration 6Q: 3 clusters Score -163403.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163537.671875 Penalty: 3536.925781
	Iteration 7Q: 3 clusters Score -163537.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163679.453125 Penalty: 3536.925781
	Iteration 8Q: 3 clusters Score -163679.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -163762.812500 Penalty: 3536.925781
	Iteration 9Q: 3 clusters Score -163762.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -163813.906250 Penalty: 3536.925781
	Iteration 10Q: 3 clusters Score -163813.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -163869.562500 Penalty: 3536.925781
	Iteration 11Q: 3 clusters Score -163869.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -163904.890625 Penalty: 3536.925781
	Iteration 12Q: 3 clusters Score -163904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -163925.375000 Penalty: 3536.925781
	Iteration 13Q: 3 clusters Score -163925.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -163938.796875 Penalty: 3536.925781
	Iteration 14Q: 3 clusters Score -163938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -163943.187500 Penalty: 3536.925781
	Iteration 15Q: 3 clusters Score -163943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -163944.953125 Penalty: 3536.925781
	Iteration 16Q: 3 clusters Score -163945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -163946.203125 Penalty: 3536.925781
	Iteration 17Q: 3 clusters Score -163946.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163946.671875 Penalty: 3536.925781
	Iteration 18Q: 3 clusters Score -163946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163953.500000 Penalty: 3536.925781
	Iteration 19F: 3 clusters Score -163953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -163972.218750 Penalty: 3536.925781
	Iteration 20F: 3 clusters Score -163972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -163998.718750 Penalty: 3536.925781
	Iteration 21Q: 3 clusters Score -163998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164018.750000 Penalty: 3536.925781
	Iteration 22Q: 3 clusters Score -164018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -164028.796875 Penalty: 3536.925781
	Iteration 23Q: 3 clusters Score -164028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -164046.812500 Penalty: 3536.925781
	Iteration 24Q: 3 clusters Score -164046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -164055.078125 Penalty: 3536.925781
	Iteration 25Q: 3 clusters Score -164055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -164064.437500 Penalty: 3536.925781
	Iteration 26Q: 3 clusters Score -164064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -164073.156250 Penalty: 3536.925781
	Iteration 27Q: 3 clusters Score -164073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -164082.468750 Penalty: 3536.925781
	Iteration 28Q: 3 clusters Score -164082.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -164085.812500 Penalty: 3536.925781
	Iteration 29Q: 3 clusters Score -164085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -164089.515625 Penalty: 3536.925781
	Iteration 30Q: 3 clusters Score -164089.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -164094.421875 Penalty: 3536.925781
	Iteration 31Q: 3 clusters Score -164094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -164094.421875 Penalty: 3536.925781
	Iteration 32F: 3 clusters Score -164094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 45089 members 
Mstep: Class 3 contains 65253 members 
Mstep: Class 4 contains 27386 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 47660 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 63269 members 
Mstep: Class 10 contains 25140 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 51462 members 
Mstep: Class 13 contains 57139 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 63718 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 315 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 575 members 
Mstep: Class 21 contains 62418 members 
Mstep: Class 22 contains 113 members 
Mstep: Class 23 contains 675 members 
Entering Unmasked Estep 
Score: -110048368.000000 Penalty: 75914.765625
Splitting cluster 20 changes total score from -110015224.000000 to -110048368.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 21 (62418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Entering Unmasked Estep 
Score: -11536190.000000 Penalty: 2738.319092
	Iteration 0F: 2 clusters Score -1.153619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -11505404.000000 Penalty: 5476.638184
	Iteration 0F: 3 clusters Score -1.15054e+07 nChanged 29000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -11521952.000000 Penalty: 5476.638184
	Iteration 1F: 3 clusters Score -1.152195e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -11523509.000000 Penalty: 5476.638184
	Iteration 2Q: 3 clusters Score -1.152351e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -11525570.000000 Penalty: 5476.638184
	Iteration 3F: 3 clusters Score -1.152557e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -11528293.000000 Penalty: 5476.638184
	Iteration 4F: 3 clusters Score -1.152829e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -11531521.000000 Penalty: 5476.638184
	Iteration 5F: 3 clusters Score -1.153152e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -11535121.000000 Penalty: 5476.638184
	Iteration 6F: 3 clusters Score -1.153512e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -11537691.000000 Penalty: 5476.638184
	Iteration 7F: 3 clusters Score -1.153769e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -11538796.000000 Penalty: 5476.638184
	Iteration 8Q: 3 clusters Score -1.15388e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -11539098.000000 Penalty: 5476.638184
	Iteration 9Q: 3 clusters Score -1.15391e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -11539311.000000 Penalty: 5476.638184
	Iteration 10Q: 3 clusters Score -1.153931e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -11539479.000000 Penalty: 5476.638184
	Iteration 11Q: 3 clusters Score -1.153948e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -11539688.000000 Penalty: 5476.638184
	Iteration 12Q: 3 clusters Score -1.153969e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -11539898.000000 Penalty: 5476.638184
	Iteration 13Q: 3 clusters Score -1.15399e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -11540063.000000 Penalty: 5476.638184
	Iteration 14Q: 3 clusters Score -1.154006e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -11540188.000000 Penalty: 5476.638184
	Iteration 15Q: 3 clusters Score -1.154019e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -11540381.000000 Penalty: 5476.638184
	Iteration 16Q: 3 clusters Score -1.154038e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -11540541.000000 Penalty: 5476.638184
	Iteration 17Q: 3 clusters Score -1.154054e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -11540687.000000 Penalty: 5476.638184
	Iteration 18Q: 3 clusters Score -1.154069e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -11540871.000000 Penalty: 5476.638184
	Iteration 19Q: 3 clusters Score -1.154087e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -11541026.000000 Penalty: 5476.638184
	Iteration 20F: 3 clusters Score -1.154103e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -11541119.000000 Penalty: 5476.638184
	Iteration 21Q: 3 clusters Score -1.154112e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -11541153.000000 Penalty: 5476.638184
	Iteration 22Q: 3 clusters Score -1.154115e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -11541279.000000 Penalty: 5476.638184
	Iteration 23Q: 3 clusters Score -1.154128e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -11541365.000000 Penalty: 5476.638184
	Iteration 24Q: 3 clusters Score -1.154136e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -11541461.000000 Penalty: 5476.638184
	Iteration 25Q: 3 clusters Score -1.154146e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -11541525.000000 Penalty: 5476.638184
	Iteration 26Q: 3 clusters Score -1.154152e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -11541632.000000 Penalty: 5476.638184
	Iteration 27Q: 3 clusters Score -1.154163e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -11541773.000000 Penalty: 5476.638184
	Iteration 28Q: 3 clusters Score -1.154177e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -11541930.000000 Penalty: 5476.638184
	Iteration 29Q: 3 clusters Score -1.154193e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -11541975.000000 Penalty: 5476.638184
	Iteration 30Q: 3 clusters Score -1.154198e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -11542037.000000 Penalty: 5476.638184
	Iteration 31Q: 3 clusters Score -1.154204e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -11542156.000000 Penalty: 5476.638184
	Iteration 32Q: 3 clusters Score -1.154216e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -11542112.000000 Penalty: 5476.638184
	Iteration 33Q: 3 clusters Score -1.154211e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -11542033.000000 Penalty: 5476.638184
	Iteration 34Q: 3 clusters Score -1.154203e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -11541968.000000 Penalty: 5476.638184
	Iteration 35Q: 3 clusters Score -1.154197e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -11541790.000000 Penalty: 5476.638184
	Iteration 36Q: 3 clusters Score -1.154179e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -11541633.000000 Penalty: 5476.638184
	Iteration 37Q: 3 clusters Score -1.154163e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -11541367.000000 Penalty: 5476.638184
	Iteration 38Q: 3 clusters Score -1.154137e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -11541062.000000 Penalty: 5476.638184
	Iteration 39Q: 3 clusters Score -1.154106e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -11540826.000000 Penalty: 5476.638184
	Iteration 40F: 3 clusters Score -1.154083e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -11540517.000000 Penalty: 5476.638184
	Iteration 41Q: 3 clusters Score -1.154052e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -11540314.000000 Penalty: 5476.638184
	Iteration 42Q: 3 clusters Score -1.154031e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -11540033.000000 Penalty: 5476.638184
	Iteration 43Q: 3 clusters Score -1.154003e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -11539817.000000 Penalty: 5476.638184
	Iteration 44Q: 3 clusters Score -1.153982e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -11539520.000000 Penalty: 5476.638184
	Iteration 45Q: 3 clusters Score -1.153952e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -11539306.000000 Penalty: 5476.638184
	Iteration 46Q: 3 clusters Score -1.153931e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -11539106.000000 Penalty: 5476.638184
	Iteration 47Q: 3 clusters Score -1.153911e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -11538959.000000 Penalty: 5476.638184
	Iteration 48Q: 3 clusters Score -1.153896e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -11538881.000000 Penalty: 5476.638184
	Iteration 49Q: 3 clusters Score -1.153888e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -11538668.000000 Penalty: 5476.638184
	Iteration 50Q: 3 clusters Score -1.153867e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -11538540.000000 Penalty: 5476.638184
	Iteration 51Q: 3 clusters Score -1.153854e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -11538375.000000 Penalty: 5476.638184
	Iteration 52Q: 3 clusters Score -1.153838e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -11538205.000000 Penalty: 5476.638184
	Iteration 53Q: 3 clusters Score -1.15382e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -11538068.000000 Penalty: 5476.638184
	Iteration 54Q: 3 clusters Score -1.153807e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -11537981.000000 Penalty: 5476.638184
	Iteration 55Q: 3 clusters Score -1.153798e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -11537819.000000 Penalty: 5476.638184
	Iteration 56Q: 3 clusters Score -1.153782e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -11537770.000000 Penalty: 5476.638184
	Iteration 57Q: 3 clusters Score -1.153777e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -11537686.000000 Penalty: 5476.638184
	Iteration 58Q: 3 clusters Score -1.153769e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -11537607.000000 Penalty: 5476.638184
	Iteration 59Q: 3 clusters Score -1.153761e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -11537558.000000 Penalty: 5476.638184
	Iteration 60F: 3 clusters Score -1.153756e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -11537471.000000 Penalty: 5476.638184
	Iteration 61Q: 3 clusters Score -1.153747e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -11537346.000000 Penalty: 5476.638184
	Iteration 62Q: 3 clusters Score -1.153735e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -11537240.000000 Penalty: 5476.638184
	Iteration 63Q: 3 clusters Score -1.153724e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -11537175.000000 Penalty: 5476.638184
	Iteration 64Q: 3 clusters Score -1.153718e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -11537138.000000 Penalty: 5476.638184
	Iteration 65Q: 3 clusters Score -1.153714e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -11537097.000000 Penalty: 5476.638184
	Iteration 66Q: 3 clusters Score -1.15371e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -11537036.000000 Penalty: 5476.638184
	Iteration 67Q: 3 clusters Score -1.153704e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -11536964.000000 Penalty: 5476.638184
	Iteration 68Q: 3 clusters Score -1.153696e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -11536920.000000 Penalty: 5476.638184
	Iteration 69Q: 3 clusters Score -1.153692e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -11536869.000000 Penalty: 5476.638184
	Iteration 70Q: 3 clusters Score -1.153687e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -11536794.000000 Penalty: 5476.638184
	Iteration 71Q: 3 clusters Score -1.153679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -11536734.000000 Penalty: 5476.638184
	Iteration 72Q: 3 clusters Score -1.153673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -11536716.000000 Penalty: 5476.638184
	Iteration 73Q: 3 clusters Score -1.153672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -11536687.000000 Penalty: 5476.638184
	Iteration 74Q: 3 clusters Score -1.153669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -11536653.000000 Penalty: 5476.638184
	Iteration 75Q: 3 clusters Score -1.153665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -11536623.000000 Penalty: 5476.638184
	Iteration 76Q: 3 clusters Score -1.153662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -11536598.000000 Penalty: 5476.638184
	Iteration 77Q: 3 clusters Score -1.15366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11536589.000000 Penalty: 5476.638184
	Iteration 78Q: 3 clusters Score -1.153659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -11536590.000000 Penalty: 5476.638184
	Iteration 79Q: 3 clusters Score -1.153659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -11536561.000000 Penalty: 5476.638184
	Iteration 80F: 3 clusters Score -1.153656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -11536547.000000 Penalty: 5476.638184
	Iteration 81Q: 3 clusters Score -1.153655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -11536552.000000 Penalty: 5476.638184
	Iteration 82Q: 3 clusters Score -1.153655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11536534.000000 Penalty: 5476.638184
	Iteration 83Q: 3 clusters Score -1.153653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -11536514.000000 Penalty: 5476.638184
	Iteration 84Q: 3 clusters Score -1.153651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -11536497.000000 Penalty: 5476.638184
	Iteration 85Q: 3 clusters Score -1.15365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -11536499.000000 Penalty: 5476.638184
	Iteration 86Q: 3 clusters Score -1.15365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -11536502.000000 Penalty: 5476.638184
	Iteration 87Q: 3 clusters Score -1.15365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -11536499.000000 Penalty: 5476.638184
	Iteration 88Q: 3 clusters Score -1.15365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -11536501.000000 Penalty: 5476.638184
	Iteration 89Q: 3 clusters Score -1.15365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -11536495.000000 Penalty: 5476.638184
	Iteration 90Q: 3 clusters Score -1.15365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -11536491.000000 Penalty: 5476.638184
	Iteration 91Q: 3 clusters Score -1.153649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -11536500.000000 Penalty: 5476.638184
	Iteration 92Q: 3 clusters Score -1.15365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11536503.000000 Penalty: 5476.638184
	Iteration 93Q: 3 clusters Score -1.15365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11536503.000000 Penalty: 5476.638184
	Iteration 94F: 3 clusters Score -1.15365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 45089 members 
Mstep: Class 3 contains 65253 members 
Mstep: Class 4 contains 27386 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 47660 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 63269 members 
Mstep: Class 10 contains 25140 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 51462 members 
Mstep: Class 13 contains 57139 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 63718 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 315 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 575 members 
Mstep: Class 21 contains 60446 members 
Mstep: Class 22 contains 113 members 
Mstep: Class 23 contains 675 members 
Mstep: Class 24 contains 1972 members 
Entering Unmasked Estep 
Score: -110048328.000000 Penalty: 79215.406250
Splitting cluster 21 changes total score from -110015224.000000 to -110048328.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 45089 members 
Mstep: Class 3 contains 65253 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 63269 members 
Mstep: Class 10 contains 25140 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 13 contains 57139 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 63718 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 315 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 575 members 
Mstep: Class 21 contains 60446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2998.267090 but Gain 3300.640625
Score: -110061144.000000 Penalty: 75914.765625
Iteration 39Q: 24 clusters Score -1.100611e+08 nChanged 28788
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 47977 members 
Mstep: Class 3 contains 65438 members 
Mstep: Class 4 contains 27141 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 46364 members 
Mstep: Class 7 contains 5466 members 
Mstep: Class 8 contains 727 members 
Mstep: Class 9 contains 65881 members 
Mstep: Class 10 contains 25826 members 
Mstep: Class 11 contains 23626 members 
Mstep: Class 12 contains 51111 members 
Mstep: Class 13 contains 56393 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 61108 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 610 members 
Mstep: Class 21 contains 60397 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110074984.000000 Penalty: 75914.765625
Iteration 40F: 24 clusters Score -1.10075e+08 nChanged 29874
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 48539 members 
Mstep: Class 3 contains 62628 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 6 contains 51484 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 68464 members 
Mstep: Class 10 contains 26341 members 
Mstep: Class 11 contains 24837 members 
Mstep: Class 12 contains 53732 members 
Mstep: Class 13 contains 52133 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 56860 members 
Mstep: Class 16 contains 416 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 1205 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 57769 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 2003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110086496.000000 Penalty: 75914.765625
Iteration 41Q: 24 clusters Score -1.100865e+08 nChanged 24807
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 49706 members 
Mstep: Class 3 contains 58986 members 
Mstep: Class 4 contains 36571 members 
Mstep: Class 5 contains 1375 members 
Mstep: Class 6 contains 54341 members 
Mstep: Class 7 contains 5752 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 70644 members 
Mstep: Class 10 contains 27811 members 
Mstep: Class 11 contains 26315 members 
Mstep: Class 12 contains 54134 members 
Mstep: Class 13 contains 48957 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 53376 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 234 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 1172 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 56033 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110096192.000000 Penalty: 75914.765625
Iteration 42Q: 24 clusters Score -1.100962e+08 nChanged 23348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 49859 members 
Mstep: Class 3 contains 55946 members 
Mstep: Class 4 contains 41736 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 55575 members 
Mstep: Class 7 contains 6092 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 72388 members 
Mstep: Class 10 contains 29558 members 
Mstep: Class 11 contains 27722 members 
Mstep: Class 12 contains 53898 members 
Mstep: Class 13 contains 46847 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 50522 members 
Mstep: Class 16 contains 423 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 470 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 54338 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 1972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110102680.000000 Penalty: 75914.765625
Iteration 43Q: 24 clusters Score -1.101027e+08 nChanged 22945
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 48808 members 
Mstep: Class 3 contains 53557 members 
Mstep: Class 4 contains 47385 members 
Mstep: Class 5 contains 1470 members 
Mstep: Class 6 contains 55414 members 
Mstep: Class 7 contains 6445 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 73632 members 
Mstep: Class 10 contains 31363 members 
Mstep: Class 11 contains 29050 members 
Mstep: Class 12 contains 52918 members 
Mstep: Class 13 contains 45946 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 48356 members 
Mstep: Class 16 contains 430 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 493 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 586 members 
Mstep: Class 21 contains 52671 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110107296.000000 Penalty: 75914.765625
Iteration 44Q: 24 clusters Score -1.101073e+08 nChanged 21907
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 47764 members 
Mstep: Class 3 contains 51490 members 
Mstep: Class 4 contains 53132 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 54038 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 74502 members 
Mstep: Class 10 contains 33153 members 
Mstep: Class 11 contains 30201 members 
Mstep: Class 12 contains 51608 members 
Mstep: Class 13 contains 45020 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 46839 members 
Mstep: Class 16 contains 436 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 581 members 
Mstep: Class 21 contains 51501 members 
Mstep: Class 23 contains 561 members 
Mstep: Class 24 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110110728.000000 Penalty: 75914.765625
Iteration 45Q: 24 clusters Score -1.101107e+08 nChanged 21609
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 47672 members 
Mstep: Class 3 contains 49579 members 
Mstep: Class 4 contains 56959 members 
Mstep: Class 5 contains 1562 members 
Mstep: Class 6 contains 52113 members 
Mstep: Class 7 contains 7146 members 
Mstep: Class 8 contains 840 members 
Mstep: Class 9 contains 75185 members 
Mstep: Class 10 contains 34933 members 
Mstep: Class 11 contains 31207 members 
Mstep: Class 12 contains 50500 members 
Mstep: Class 13 contains 44329 members 
Mstep: Class 14 contains 474 members 
Mstep: Class 15 contains 46066 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 234 members 
Mstep: Class 18 contains 528 members 
Mstep: Class 19 contains 1092 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 50785 members 
Mstep: Class 23 contains 556 members 
Mstep: Class 24 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110112456.000000 Penalty: 75914.765625
Iteration 46Q: 24 clusters Score -1.101125e+08 nChanged 18821
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 47966 members 
Mstep: Class 3 contains 48595 members 
Mstep: Class 4 contains 57727 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 50540 members 
Mstep: Class 7 contains 7422 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 75673 members 
Mstep: Class 10 contains 36733 members 
Mstep: Class 11 contains 32109 members 
Mstep: Class 12 contains 49999 members 
Mstep: Class 13 contains 44389 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 45403 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 576 members 
Mstep: Class 21 contains 50211 members 
Mstep: Class 23 contains 550 members 
Mstep: Class 24 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110114072.000000 Penalty: 75914.765625
Iteration 47Q: 24 clusters Score -1.101141e+08 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 48035 members 
Mstep: Class 3 contains 48399 members 
Mstep: Class 4 contains 56807 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 7701 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 75893 members 
Mstep: Class 10 contains 38533 members 
Mstep: Class 11 contains 32893 members 
Mstep: Class 12 contains 49638 members 
Mstep: Class 13 contains 44885 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 44977 members 
Mstep: Class 16 contains 447 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 1067 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 49683 members 
Mstep: Class 23 contains 550 members 
Mstep: Class 24 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110116288.000000 Penalty: 75914.765625
Iteration 48Q: 24 clusters Score -1.101163e+08 nChanged 13974
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 47851 members 
Mstep: Class 3 contains 48373 members 
Mstep: Class 4 contains 55585 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 49116 members 
Mstep: Class 7 contains 7944 members 
Mstep: Class 8 contains 864 members 
Mstep: Class 9 contains 76060 members 
Mstep: Class 10 contains 40290 members 
Mstep: Class 11 contains 33632 members 
Mstep: Class 12 contains 49119 members 
Mstep: Class 13 contains 45550 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 44658 members 
Mstep: Class 16 contains 446 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 1058 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 49218 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110119344.000000 Penalty: 75914.765625
Iteration 49Q: 24 clusters Score -1.101193e+08 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 47495 members 
Mstep: Class 3 contains 48342 members 
Mstep: Class 4 contains 54483 members 
Mstep: Class 5 contains 1739 members 
Mstep: Class 6 contains 48768 members 
Mstep: Class 7 contains 8174 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 76184 members 
Mstep: Class 10 contains 42113 members 
Mstep: Class 11 contains 34344 members 
Mstep: Class 12 contains 48564 members 
Mstep: Class 13 contains 46033 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 44321 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 48760 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 1895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110122184.000000 Penalty: 75914.765625
Iteration 50Q: 24 clusters Score -1.101222e+08 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 46900 members 
Mstep: Class 3 contains 48306 members 
Mstep: Class 4 contains 53596 members 
Mstep: Class 5 contains 1779 members 
Mstep: Class 6 contains 48565 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 876 members 
Mstep: Class 9 contains 76351 members 
Mstep: Class 10 contains 43934 members 
Mstep: Class 11 contains 35011 members 
Mstep: Class 12 contains 47982 members 
Mstep: Class 13 contains 46366 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 44014 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 1048 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 48304 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 1885 members 
Entering Unmasked Estep 
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Iteration 51Q: 24 clusters Score -1.101245e+08 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 46142 members 
Mstep: Class 3 contains 48248 members 
Mstep: Class 4 contains 52777 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 48504 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 882 members 
Mstep: Class 9 contains 76495 members 
Mstep: Class 10 contains 45811 members 
Mstep: Class 11 contains 35676 members 
Mstep: Class 12 contains 47443 members 
Mstep: Class 13 contains 46679 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 43624 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1051 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 47904 members 
Mstep: Class 23 contains 546 members 
Mstep: Class 24 contains 1882 members 
Entering Unmasked Estep 
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Iteration 52Q: 24 clusters Score -1.101263e+08 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 45374 members 
Mstep: Class 3 contains 48134 members 
Mstep: Class 4 contains 52127 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 48297 members 
Mstep: Class 7 contains 8806 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 76618 members 
Mstep: Class 10 contains 47907 members 
Mstep: Class 11 contains 36278 members 
Mstep: Class 12 contains 46968 members 
Mstep: Class 13 contains 46882 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 43175 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1054 members 
Mstep: Class 20 contains 568 members 
Mstep: Class 21 contains 47485 members 
Mstep: Class 23 contains 546 members 
Mstep: Class 24 contains 1874 members 
Entering Unmasked Estep 
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Iteration 53Q: 24 clusters Score -1.10128e+08 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 44330 members 
Mstep: Class 3 contains 48052 members 
Mstep: Class 4 contains 51566 members 
Mstep: Class 5 contains 1838 members 
Mstep: Class 6 contains 47791 members 
Mstep: Class 7 contains 9010 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 76700 members 
Mstep: Class 10 contains 50524 members 
Mstep: Class 11 contains 36868 members 
Mstep: Class 12 contains 46472 members 
Mstep: Class 13 contains 47149 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 42654 members 
Mstep: Class 16 contains 448 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1059 members 
Mstep: Class 20 contains 565 members 
Mstep: Class 21 contains 47018 members 
Mstep: Class 23 contains 545 members 
Mstep: Class 24 contains 1887 members 
Entering Unmasked Estep 
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Iteration 54Q: 24 clusters Score -1.101287e+08 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 43316 members 
Mstep: Class 3 contains 47916 members 
Mstep: Class 4 contains 51001 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 47311 members 
Mstep: Class 7 contains 9189 members 
Mstep: Class 8 contains 919 members 
Mstep: Class 9 contains 76866 members 
Mstep: Class 10 contains 52975 members 
Mstep: Class 11 contains 37494 members 
Mstep: Class 12 contains 46002 members 
Mstep: Class 13 contains 47342 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 42121 members 
Mstep: Class 16 contains 448 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1061 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 46659 members 
Mstep: Class 23 contains 546 members 
Mstep: Class 24 contains 1901 members 
Entering Unmasked Estep 
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Iteration 55Q: 24 clusters Score -1.101298e+08 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 42316 members 
Mstep: Class 3 contains 47736 members 
Mstep: Class 4 contains 50505 members 
Mstep: Class 5 contains 1858 members 
Mstep: Class 6 contains 47234 members 
Mstep: Class 7 contains 9356 members 
Mstep: Class 8 contains 937 members 
Mstep: Class 9 contains 77026 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 38088 members 
Mstep: Class 12 contains 45743 members 
Mstep: Class 13 contains 47462 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 41576 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1062 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 46399 members 
Mstep: Class 23 contains 545 members 
Mstep: Class 24 contains 1914 members 
Entering Unmasked Estep 
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Iteration 56Q: 24 clusters Score -1.101296e+08 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 41584 members 
Mstep: Class 3 contains 47543 members 
Mstep: Class 4 contains 49939 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 47363 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 77276 members 
Mstep: Class 10 contains 56134 members 
Mstep: Class 11 contains 38578 members 
Mstep: Class 12 contains 45503 members 
Mstep: Class 13 contains 47528 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 41041 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1063 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 46221 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 1912 members 
Entering Unmasked Estep 
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Iteration 57Q: 24 clusters Score -1.101303e+08 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 41250 members 
Mstep: Class 3 contains 47369 members 
Mstep: Class 4 contains 49467 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 47625 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 975 members 
Mstep: Class 9 contains 77502 members 
Mstep: Class 10 contains 56882 members 
Mstep: Class 11 contains 39052 members 
Mstep: Class 12 contains 45315 members 
Mstep: Class 13 contains 47458 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 40478 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1062 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 46135 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 1916 members 
Entering Unmasked Estep 
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Iteration 58Q: 24 clusters Score -1.101306e+08 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 41224 members 
Mstep: Class 3 contains 47206 members 
Mstep: Class 4 contains 49099 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 48017 members 
Mstep: Class 7 contains 9845 members 
Mstep: Class 8 contains 982 members 
Mstep: Class 9 contains 77735 members 
Mstep: Class 10 contains 57133 members 
Mstep: Class 11 contains 39469 members 
Mstep: Class 12 contains 45187 members 
Mstep: Class 13 contains 47389 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 39836 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1059 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 46149 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 1925 members 
Entering Unmasked Estep 
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Iteration 59Q: 24 clusters Score -1.101308e+08 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 41405 members 
Mstep: Class 3 contains 47064 members 
Mstep: Class 4 contains 48992 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 48266 members 
Mstep: Class 7 contains 10028 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 9 contains 78020 members 
Mstep: Class 10 contains 56903 members 
Mstep: Class 11 contains 39919 members 
Mstep: Class 12 contains 44898 members 
Mstep: Class 13 contains 47404 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 39246 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1060 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 46237 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 1925 members 
Entering Unmasked Estep 
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Iteration 60F: 24 clusters Score -1.101318e+08 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 41585 members 
Mstep: Class 3 contains 46652 members 
Mstep: Class 4 contains 49506 members 
Mstep: Class 5 contains 1944 members 
Mstep: Class 6 contains 48368 members 
Mstep: Class 7 contains 10203 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 78255 members 
Mstep: Class 10 contains 56768 members 
Mstep: Class 11 contains 40382 members 
Mstep: Class 12 contains 44656 members 
Mstep: Class 13 contains 47273 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 38645 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1060 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 46186 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 1937 members 
Entering Unmasked Estep 
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Iteration 61Q: 24 clusters Score -1.101329e+08 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 41886 members 
Mstep: Class 3 contains 46364 members 
Mstep: Class 4 contains 49722 members 
Mstep: Class 5 contains 1967 members 
Mstep: Class 6 contains 48551 members 
Mstep: Class 7 contains 10380 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 9 contains 78553 members 
Mstep: Class 10 contains 56349 members 
Mstep: Class 11 contains 40913 members 
Mstep: Class 12 contains 44538 members 
Mstep: Class 13 contains 47200 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 38023 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1058 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 46104 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 1949 members 
Entering Unmasked Estep 
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Iteration 62Q: 24 clusters Score -1.101329e+08 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 42308 members 
Mstep: Class 3 contains 46200 members 
Mstep: Class 4 contains 49803 members 
Mstep: Class 5 contains 1981 members 
Mstep: Class 6 contains 48675 members 
Mstep: Class 7 contains 10572 members 
Mstep: Class 8 contains 1001 members 
Mstep: Class 9 contains 78856 members 
Mstep: Class 10 contains 55814 members 
Mstep: Class 11 contains 41394 members 
Mstep: Class 12 contains 44506 members 
Mstep: Class 13 contains 47053 members 
Mstep: Class 14 contains 415 members 
Mstep: Class 15 contains 37422 members 
Mstep: Class 16 contains 446 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1061 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 46108 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 1955 members 
Entering Unmasked Estep 
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Iteration 63Q: 24 clusters Score -1.101328e+08 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 42765 members 
Mstep: Class 3 contains 46107 members 
Mstep: Class 4 contains 49822 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 48764 members 
Mstep: Class 7 contains 10776 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 79097 members 
Mstep: Class 10 contains 55141 members 
Mstep: Class 11 contains 41853 members 
Mstep: Class 12 contains 44569 members 
Mstep: Class 13 contains 47043 members 
Mstep: Class 14 contains 415 members 
Mstep: Class 15 contains 36848 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1063 members 
Mstep: Class 20 contains 559 members 
Mstep: Class 21 contains 46033 members 
Mstep: Class 23 contains 541 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
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Iteration 64Q: 24 clusters Score -1.101335e+08 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 43157 members 
Mstep: Class 3 contains 46073 members 
Mstep: Class 4 contains 49864 members 
Mstep: Class 5 contains 1999 members 
Mstep: Class 6 contains 48771 members 
Mstep: Class 7 contains 10985 members 
Mstep: Class 8 contains 1011 members 
Mstep: Class 9 contains 79322 members 
Mstep: Class 10 contains 54358 members 
Mstep: Class 11 contains 42385 members 
Mstep: Class 12 contains 44582 members 
Mstep: Class 13 contains 47229 members 
Mstep: Class 14 contains 413 members 
Mstep: Class 15 contains 36329 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1063 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 45879 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
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Iteration 65Q: 24 clusters Score -1.101336e+08 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 43573 members 
Mstep: Class 3 contains 46068 members 
Mstep: Class 4 contains 50022 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 48764 members 
Mstep: Class 7 contains 11206 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 9 contains 79405 members 
Mstep: Class 10 contains 53550 members 
Mstep: Class 11 contains 42904 members 
Mstep: Class 12 contains 44624 members 
Mstep: Class 13 contains 47338 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 35837 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1062 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45841 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 1963 members 
Entering Unmasked Estep 
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Iteration 66Q: 24 clusters Score -1.101344e+08 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 44031 members 
Mstep: Class 3 contains 46148 members 
Mstep: Class 4 contains 50120 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 48701 members 
Mstep: Class 7 contains 11465 members 
Mstep: Class 8 contains 1015 members 
Mstep: Class 9 contains 79479 members 
Mstep: Class 10 contains 52757 members 
Mstep: Class 11 contains 43466 members 
Mstep: Class 12 contains 44636 members 
Mstep: Class 13 contains 47499 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 35319 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1060 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45788 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 1972 members 
Entering Unmasked Estep 
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Iteration 67Q: 24 clusters Score -1.101345e+08 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 44403 members 
Mstep: Class 3 contains 46217 members 
Mstep: Class 4 contains 50171 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 48628 members 
Mstep: Class 7 contains 11744 members 
Mstep: Class 8 contains 1017 members 
Mstep: Class 9 contains 79507 members 
Mstep: Class 10 contains 52114 members 
Mstep: Class 11 contains 44020 members 
Mstep: Class 12 contains 44641 members 
Mstep: Class 13 contains 47737 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 34845 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1056 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45724 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 1982 members 
Entering Unmasked Estep 
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Iteration 68Q: 24 clusters Score -1.101353e+08 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 44757 members 
Mstep: Class 3 contains 46336 members 
Mstep: Class 4 contains 50233 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 48510 members 
Mstep: Class 7 contains 12046 members 
Mstep: Class 8 contains 1021 members 
Mstep: Class 9 contains 79474 members 
Mstep: Class 10 contains 51521 members 
Mstep: Class 11 contains 44517 members 
Mstep: Class 12 contains 44745 members 
Mstep: Class 13 contains 47916 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 34459 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1055 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45635 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 1982 members 
Entering Unmasked Estep 
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Iteration 69Q: 24 clusters Score -1.101352e+08 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 45114 members 
Mstep: Class 3 contains 46454 members 
Mstep: Class 4 contains 50342 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 48355 members 
Mstep: Class 7 contains 12326 members 
Mstep: Class 8 contains 1021 members 
Mstep: Class 9 contains 79408 members 
Mstep: Class 10 contains 51013 members 
Mstep: Class 11 contains 44922 members 
Mstep: Class 12 contains 44918 members 
Mstep: Class 13 contains 48089 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 34038 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45572 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2003 members 
Entering Unmasked Estep 
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Iteration 70Q: 24 clusters Score -1.101352e+08 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 45495 members 
Mstep: Class 3 contains 46557 members 
Mstep: Class 4 contains 50486 members 
Mstep: Class 5 contains 2023 members 
Mstep: Class 6 contains 48238 members 
Mstep: Class 7 contains 12646 members 
Mstep: Class 8 contains 1021 members 
Mstep: Class 9 contains 79189 members 
Mstep: Class 10 contains 50568 members 
Mstep: Class 11 contains 45283 members 
Mstep: Class 12 contains 45064 members 
Mstep: Class 13 contains 48257 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1050 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45523 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2012 members 
Entering Unmasked Estep 
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Iteration 71Q: 24 clusters Score -1.101353e+08 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 45872 members 
Mstep: Class 3 contains 46652 members 
Mstep: Class 4 contains 50621 members 
Mstep: Class 5 contains 2031 members 
Mstep: Class 6 contains 48113 members 
Mstep: Class 7 contains 12956 members 
Mstep: Class 8 contains 1023 members 
Mstep: Class 9 contains 78968 members 
Mstep: Class 10 contains 50212 members 
Mstep: Class 11 contains 45606 members 
Mstep: Class 12 contains 45203 members 
Mstep: Class 13 contains 48378 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 33375 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1048 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45513 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2016 members 
Entering Unmasked Estep 
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Iteration 72Q: 24 clusters Score -1.101351e+08 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 46338 members 
Mstep: Class 3 contains 46725 members 
Mstep: Class 4 contains 50658 members 
Mstep: Class 5 contains 2036 members 
Mstep: Class 6 contains 47975 members 
Mstep: Class 7 contains 13281 members 
Mstep: Class 8 contains 1024 members 
Mstep: Class 9 contains 78684 members 
Mstep: Class 10 contains 49839 members 
Mstep: Class 11 contains 45893 members 
Mstep: Class 12 contains 45412 members 
Mstep: Class 13 contains 48508 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 33105 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1047 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45559 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2026 members 
Entering Unmasked Estep 
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Iteration 73Q: 24 clusters Score -1.101347e+08 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 46825 members 
Mstep: Class 4 contains 50663 members 
Mstep: Class 5 contains 2041 members 
Mstep: Class 6 contains 47951 members 
Mstep: Class 7 contains 13657 members 
Mstep: Class 8 contains 1024 members 
Mstep: Class 9 contains 78283 members 
Mstep: Class 10 contains 49516 members 
Mstep: Class 11 contains 46131 members 
Mstep: Class 12 contains 45621 members 
Mstep: Class 13 contains 48542 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 32860 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1046 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45599 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2040 members 
Entering Unmasked Estep 
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Iteration 74Q: 24 clusters Score -1.101348e+08 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 47253 members 
Mstep: Class 3 contains 46935 members 
Mstep: Class 4 contains 50616 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 47979 members 
Mstep: Class 7 contains 14118 members 
Mstep: Class 8 contains 1025 members 
Mstep: Class 9 contains 77694 members 
Mstep: Class 10 contains 49215 members 
Mstep: Class 11 contains 46333 members 
Mstep: Class 12 contains 45907 members 
Mstep: Class 13 contains 48635 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 32663 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1046 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45607 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2058 members 
Entering Unmasked Estep 
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Iteration 75Q: 24 clusters Score -1.101346e+08 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 47695 members 
Mstep: Class 3 contains 47083 members 
Mstep: Class 4 contains 50575 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 47973 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 1029 members 
Mstep: Class 9 contains 76931 members 
Mstep: Class 10 contains 48962 members 
Mstep: Class 11 contains 46530 members 
Mstep: Class 12 contains 46171 members 
Mstep: Class 13 contains 48730 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 32541 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1046 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45619 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2084 members 
Entering Unmasked Estep 
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Iteration 76Q: 24 clusters Score -1.101348e+08 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 48132 members 
Mstep: Class 3 contains 47258 members 
Mstep: Class 4 contains 50422 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 47966 members 
Mstep: Class 7 contains 15147 members 
Mstep: Class 8 contains 1032 members 
Mstep: Class 9 contains 75959 members 
Mstep: Class 10 contains 48764 members 
Mstep: Class 11 contains 46659 members 
Mstep: Class 12 contains 46422 members 
Mstep: Class 13 contains 48844 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 32442 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1046 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45763 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110135472.000000 Penalty: 75914.765625
Iteration 77Q: 24 clusters Score -1.101355e+08 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 48485 members 
Mstep: Class 3 contains 47373 members 
Mstep: Class 4 contains 50404 members 
Mstep: Class 5 contains 2058 members 
Mstep: Class 6 contains 47887 members 
Mstep: Class 7 contains 15730 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 74916 members 
Mstep: Class 10 contains 48630 members 
Mstep: Class 11 contains 46758 members 
Mstep: Class 12 contains 46732 members 
Mstep: Class 13 contains 48954 members 
Mstep: Class 14 contains 407 members 
Mstep: Class 15 contains 32396 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1044 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45891 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110135976.000000 Penalty: 75914.765625
Iteration 78Q: 24 clusters Score -1.10136e+08 nChanged 7587
Entering ConstructFrom: 
Score: -110135976.000000 Penalty: 75914.765625
Entering ConstructFrom: 
Trying to split cluster 1 (38997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Entering Unmasked Estep 
Score: -7246110.500000 Penalty: 2621.667725
	Iteration 0F: 2 clusters Score -7246110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -7219798.000000 Penalty: 5243.335449
	Iteration 0F: 3 clusters Score -7219798 nChanged 17721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -7229502.000000 Penalty: 5243.335449
	Iteration 1F: 3 clusters Score -7229502 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -7230054.000000 Penalty: 5243.335449
	Iteration 2Q: 3 clusters Score -7230054 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -7230774.000000 Penalty: 5243.335449
	Iteration 3Q: 3 clusters Score -7230774 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -7231584.500000 Penalty: 5243.335449
	Iteration 4Q: 3 clusters Score -7231584 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -7232651.500000 Penalty: 5243.335449
	Iteration 5F: 3 clusters Score -7232652 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -7233956.500000 Penalty: 5243.335449
	Iteration 6F: 3 clusters Score -7233956 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -7235670.500000 Penalty: 5243.335449
	Iteration 7F: 3 clusters Score -7235670 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -7237671.000000 Penalty: 5243.335449
	Iteration 8F: 3 clusters Score -7237671 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -7239775.500000 Penalty: 5243.335449
	Iteration 9F: 3 clusters Score -7239776 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -7241161.500000 Penalty: 5243.335449
	Iteration 10Q: 3 clusters Score -7241162 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -7241889.000000 Penalty: 5243.335449
	Iteration 11Q: 3 clusters Score -7241889 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -7242252.500000 Penalty: 5243.335449
	Iteration 12Q: 3 clusters Score -7242252 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -7242505.500000 Penalty: 5243.335449
	Iteration 13Q: 3 clusters Score -7242506 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -7242705.500000 Penalty: 5243.335449
	Iteration 14Q: 3 clusters Score -7242706 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -7242925.000000 Penalty: 5243.335449
	Iteration 15Q: 3 clusters Score -7242925 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -7243076.500000 Penalty: 5243.335449
	Iteration 16Q: 3 clusters Score -7243076 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -7243276.500000 Penalty: 5243.335449
	Iteration 17Q: 3 clusters Score -7243276 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -7243341.500000 Penalty: 5243.335449
	Iteration 18Q: 3 clusters Score -7243342 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -7243416.000000 Penalty: 5243.335449
	Iteration 19Q: 3 clusters Score -7243416 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -7243527.000000 Penalty: 5243.335449
	Iteration 20F: 3 clusters Score -7243527 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -7243578.500000 Penalty: 5243.335449
	Iteration 21Q: 3 clusters Score -7243578 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -7243638.500000 Penalty: 5243.335449
	Iteration 22Q: 3 clusters Score -7243638 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -7243708.000000 Penalty: 5243.335449
	Iteration 23Q: 3 clusters Score -7243708 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -7243811.000000 Penalty: 5243.335449
	Iteration 24Q: 3 clusters Score -7243811 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -7243886.500000 Penalty: 5243.335449
	Iteration 25Q: 3 clusters Score -7243886 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -7243922.500000 Penalty: 5243.335449
	Iteration 26Q: 3 clusters Score -7243922 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -7243952.000000 Penalty: 5243.335449
	Iteration 27Q: 3 clusters Score -7243952 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -7244000.500000 Penalty: 5243.335449
	Iteration 28Q: 3 clusters Score -7244000 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -7244044.500000 Penalty: 5243.335449
	Iteration 29Q: 3 clusters Score -7244044 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -7244067.500000 Penalty: 5243.335449
	Iteration 30Q: 3 clusters Score -7244068 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -7244086.500000 Penalty: 5243.335449
	Iteration 31Q: 3 clusters Score -7244086 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -7244099.500000 Penalty: 5243.335449
	Iteration 32Q: 3 clusters Score -7244100 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -7244112.000000 Penalty: 5243.335449
	Iteration 33Q: 3 clusters Score -7244112 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -7244150.000000 Penalty: 5243.335449
	Iteration 34Q: 3 clusters Score -7244150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -7244159.500000 Penalty: 5243.335449
	Iteration 35Q: 3 clusters Score -7244160 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -7244158.500000 Penalty: 5243.335449
	Iteration 36Q: 3 clusters Score -7244158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7244171.500000 Penalty: 5243.335449
	Iteration 37Q: 3 clusters Score -7244172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -7244185.000000 Penalty: 5243.335449
	Iteration 38Q: 3 clusters Score -7244185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7244199.000000 Penalty: 5243.335449
	Iteration 39Q: 3 clusters Score -7244199 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7244204.500000 Penalty: 5243.335449
	Iteration 40F: 3 clusters Score -7244204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -7244223.000000 Penalty: 5243.335449
	Iteration 41Q: 3 clusters Score -7244223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -7244229.500000 Penalty: 5243.335449
	Iteration 42Q: 3 clusters Score -7244230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7244229.000000 Penalty: 5243.335449
	Iteration 43Q: 3 clusters Score -7244229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7244213.000000 Penalty: 5243.335449
	Iteration 44Q: 3 clusters Score -7244213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7244221.000000 Penalty: 5243.335449
	Iteration 45Q: 3 clusters Score -7244221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7244235.000000 Penalty: 5243.335449
	Iteration 46Q: 3 clusters Score -7244235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7244230.500000 Penalty: 5243.335449
	Iteration 47Q: 3 clusters Score -7244230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7244259.000000 Penalty: 5243.335449
	Iteration 48Q: 3 clusters Score -7244259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -7244252.500000 Penalty: 5243.335449
	Iteration 49Q: 3 clusters Score -7244252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7244251.500000 Penalty: 5243.335449
	Iteration 50Q: 3 clusters Score -7244252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7244242.500000 Penalty: 5243.335449
	Iteration 51Q: 3 clusters Score -7244242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7244239.500000 Penalty: 5243.335449
	Iteration 52Q: 3 clusters Score -7244240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7244248.500000 Penalty: 5243.335449
	Iteration 53Q: 3 clusters Score -7244248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7244249.500000 Penalty: 5243.335449
	Iteration 54Q: 3 clusters Score -7244250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7244249.000000 Penalty: 5243.335449
	Iteration 55Q: 3 clusters Score -7244249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7244253.500000 Penalty: 5243.335449
	Iteration 56Q: 3 clusters Score -7244254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7244264.000000 Penalty: 5243.335449
	Iteration 57Q: 3 clusters Score -7244264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -7244265.000000 Penalty: 5243.335449
	Iteration 58Q: 3 clusters Score -7244265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7244284.500000 Penalty: 5243.335449
	Iteration 59Q: 3 clusters Score -7244284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7244288.500000 Penalty: 5243.335449
	Iteration 60F: 3 clusters Score -7244288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7244298.000000 Penalty: 5243.335449
	Iteration 61Q: 3 clusters Score -7244298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7244306.500000 Penalty: 5243.335449
	Iteration 62Q: 3 clusters Score -7244306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7244306.000000 Penalty: 5243.335449
	Iteration 63Q: 3 clusters Score -7244306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7244305.500000 Penalty: 5243.335449
	Iteration 64Q: 3 clusters Score -7244306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7244310.000000 Penalty: 5243.335449
	Iteration 65Q: 3 clusters Score -7244310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7244309.000000 Penalty: 5243.335449
	Iteration 66Q: 3 clusters Score -7244309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7244307.500000 Penalty: 5243.335449
	Iteration 67Q: 3 clusters Score -7244308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7244309.000000 Penalty: 5243.335449
	Iteration 68Q: 3 clusters Score -7244309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7244310.500000 Penalty: 5243.335449
	Iteration 69Q: 3 clusters Score -7244310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7244319.500000 Penalty: 5243.335449
	Iteration 70Q: 3 clusters Score -7244320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7244324.000000 Penalty: 5243.335449
	Iteration 71Q: 3 clusters Score -7244324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7244318.000000 Penalty: 5243.335449
	Iteration 72Q: 3 clusters Score -7244318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7244316.000000 Penalty: 5243.335449
	Iteration 73Q: 3 clusters Score -7244316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7244318.000000 Penalty: 5243.335449
	Iteration 74Q: 3 clusters Score -7244318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7244319.500000 Penalty: 5243.335449
	Iteration 75Q: 3 clusters Score -7244320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7244326.500000 Penalty: 5243.335449
	Iteration 76Q: 3 clusters Score -7244326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7244319.500000 Penalty: 5243.335449
	Iteration 77Q: 3 clusters Score -7244320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7244318.000000 Penalty: 5243.335449
	Iteration 78Q: 3 clusters Score -7244318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7244324.500000 Penalty: 5243.335449
	Iteration 79Q: 3 clusters Score -7244324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7244323.500000 Penalty: 5243.335449
	Iteration 80F: 3 clusters Score -7244324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7244321.000000 Penalty: 5243.335449
	Iteration 81Q: 3 clusters Score -7244321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7244321.500000 Penalty: 5243.335449
	Iteration 82Q: 3 clusters Score -7244322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7244320.000000 Penalty: 5243.335449
	Iteration 83Q: 3 clusters Score -7244320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7244324.000000 Penalty: 5243.335449
	Iteration 84Q: 3 clusters Score -7244324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7244318.000000 Penalty: 5243.335449
	Iteration 85Q: 3 clusters Score -7244318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7244327.000000 Penalty: 5243.335449
	Iteration 86Q: 3 clusters Score -7244327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7244326.000000 Penalty: 5243.335449
	Iteration 87Q: 3 clusters Score -7244326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7244331.500000 Penalty: 5243.335449
	Iteration 88Q: 3 clusters Score -7244332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -7244332.000000 Penalty: 5243.335449
	Iteration 89Q: 3 clusters Score -7244332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -7244332.000000 Penalty: 5243.335449
	Iteration 90F: 3 clusters Score -7244332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Entering Unmasked Estep 
Score: -9168305.000000 Penalty: 2677.321045
	Iteration 0F: 2 clusters Score -9168305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -9137965.000000 Penalty: 5354.642090
	Iteration 0F: 3 clusters Score -9137965 nChanged 22483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -9150106.000000 Penalty: 5354.642090
	Iteration 1F: 3 clusters Score -9150106 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -9150565.000000 Penalty: 5354.642090
	Iteration 2Q: 3 clusters Score -9150565 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -9150940.000000 Penalty: 5354.642090
	Iteration 3Q: 3 clusters Score -9150940 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -9151405.000000 Penalty: 5354.642090
	Iteration 4Q: 3 clusters Score -9151405 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -9151786.000000 Penalty: 5354.642090
	Iteration 5Q: 3 clusters Score -9151786 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -9152115.000000 Penalty: 5354.642090
	Iteration 6Q: 3 clusters Score -9152115 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -9152501.000000 Penalty: 5354.642090
	Iteration 7Q: 3 clusters Score -9152501 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -9152846.000000 Penalty: 5354.642090
	Iteration 8Q: 3 clusters Score -9152846 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -9153227.000000 Penalty: 5354.642090
	Iteration 9Q: 3 clusters Score -9153227 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -9153743.000000 Penalty: 5354.642090
	Iteration 10Q: 3 clusters Score -9153743 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -9154402.000000 Penalty: 5354.642090
	Iteration 11Q: 3 clusters Score -9154402 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -9155201.000000 Penalty: 5354.642090
	Iteration 12Q: 3 clusters Score -9155201 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -9156285.000000 Penalty: 5354.642090
	Iteration 13Q: 3 clusters Score -9156285 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -9157613.000000 Penalty: 5354.642090
	Iteration 14Q: 3 clusters Score -9157613 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -9159075.000000 Penalty: 5354.642090
	Iteration 15Q: 3 clusters Score -9159075 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -9160400.000000 Penalty: 5354.642090
	Iteration 16Q: 3 clusters Score -9160400 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -9161452.000000 Penalty: 5354.642090
	Iteration 17Q: 3 clusters Score -9161452 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -9162185.000000 Penalty: 5354.642090
	Iteration 18Q: 3 clusters Score -9162185 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -9162779.000000 Penalty: 5354.642090
	Iteration 19Q: 3 clusters Score -9162779 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -9163336.000000 Penalty: 5354.642090
	Iteration 20F: 3 clusters Score -9163336 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -9163720.000000 Penalty: 5354.642090
	Iteration 21Q: 3 clusters Score -9163720 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -9164075.000000 Penalty: 5354.642090
	Iteration 22Q: 3 clusters Score -9164075 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -9164356.000000 Penalty: 5354.642090
	Iteration 23Q: 3 clusters Score -9164356 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -9164527.000000 Penalty: 5354.642090
	Iteration 24Q: 3 clusters Score -9164527 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -9164685.000000 Penalty: 5354.642090
	Iteration 25Q: 3 clusters Score -9164685 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -9164798.000000 Penalty: 5354.642090
	Iteration 26Q: 3 clusters Score -9164798 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -9164896.000000 Penalty: 5354.642090
	Iteration 27Q: 3 clusters Score -9164896 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -9164963.000000 Penalty: 5354.642090
	Iteration 28Q: 3 clusters Score -9164963 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -9165072.000000 Penalty: 5354.642090
	Iteration 29Q: 3 clusters Score -9165072 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -9165125.000000 Penalty: 5354.642090
	Iteration 30Q: 3 clusters Score -9165125 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -9165204.000000 Penalty: 5354.642090
	Iteration 31Q: 3 clusters Score -9165204 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -9165277.000000 Penalty: 5354.642090
	Iteration 32Q: 3 clusters Score -9165277 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -9165356.000000 Penalty: 5354.642090
	Iteration 33Q: 3 clusters Score -9165356 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -9165403.000000 Penalty: 5354.642090
	Iteration 34Q: 3 clusters Score -9165403 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -9165476.000000 Penalty: 5354.642090
	Iteration 35Q: 3 clusters Score -9165476 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -9165522.000000 Penalty: 5354.642090
	Iteration 36Q: 3 clusters Score -9165522 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -9165598.000000 Penalty: 5354.642090
	Iteration 37Q: 3 clusters Score -9165598 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -9165659.000000 Penalty: 5354.642090
	Iteration 38Q: 3 clusters Score -9165659 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -9165678.000000 Penalty: 5354.642090
	Iteration 39Q: 3 clusters Score -9165678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -9165694.000000 Penalty: 5354.642090
	Iteration 40F: 3 clusters Score -9165694 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -9165725.000000 Penalty: 5354.642090
	Iteration 41Q: 3 clusters Score -9165725 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -9165780.000000 Penalty: 5354.642090
	Iteration 42Q: 3 clusters Score -9165780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -9165819.000000 Penalty: 5354.642090
	Iteration 43Q: 3 clusters Score -9165819 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -9165880.000000 Penalty: 5354.642090
	Iteration 44Q: 3 clusters Score -9165880 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -9165912.000000 Penalty: 5354.642090
	Iteration 45Q: 3 clusters Score -9165912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -9165944.000000 Penalty: 5354.642090
	Iteration 46Q: 3 clusters Score -9165944 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -9165980.000000 Penalty: 5354.642090
	Iteration 47Q: 3 clusters Score -9165980 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -9166024.000000 Penalty: 5354.642090
	Iteration 48Q: 3 clusters Score -9166024 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -9166075.000000 Penalty: 5354.642090
	Iteration 49Q: 3 clusters Score -9166075 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -9166104.000000 Penalty: 5354.642090
	Iteration 50Q: 3 clusters Score -9166104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -9166135.000000 Penalty: 5354.642090
	Iteration 51Q: 3 clusters Score -9166135 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -9166170.000000 Penalty: 5354.642090
	Iteration 52Q: 3 clusters Score -9166170 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -9166197.000000 Penalty: 5354.642090
	Iteration 53Q: 3 clusters Score -9166197 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -9166227.000000 Penalty: 5354.642090
	Iteration 54Q: 3 clusters Score -9166227 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -9166235.000000 Penalty: 5354.642090
	Iteration 55Q: 3 clusters Score -9166235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -9166281.000000 Penalty: 5354.642090
	Iteration 56Q: 3 clusters Score -9166281 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -9166275.000000 Penalty: 5354.642090
	Iteration 57Q: 3 clusters Score -9166275 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -9166295.000000 Penalty: 5354.642090
	Iteration 58Q: 3 clusters Score -9166295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -9166307.000000 Penalty: 5354.642090
	Iteration 59Q: 3 clusters Score -9166307 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -9166311.000000 Penalty: 5354.642090
	Iteration 60F: 3 clusters Score -9166311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -9166319.000000 Penalty: 5354.642090
	Iteration 61Q: 3 clusters Score -9166319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -9166329.000000 Penalty: 5354.642090
	Iteration 62Q: 3 clusters Score -9166329 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -9166325.000000 Penalty: 5354.642090
	Iteration 63Q: 3 clusters Score -9166325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -9166343.000000 Penalty: 5354.642090
	Iteration 64Q: 3 clusters Score -9166343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -9166347.000000 Penalty: 5354.642090
	Iteration 65Q: 3 clusters Score -9166347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -9166358.000000 Penalty: 5354.642090
	Iteration 66Q: 3 clusters Score -9166358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -9166361.000000 Penalty: 5354.642090
	Iteration 67Q: 3 clusters Score -9166361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -9166373.000000 Penalty: 5354.642090
	Iteration 68Q: 3 clusters Score -9166373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -9166389.000000 Penalty: 5354.642090
	Iteration 69Q: 3 clusters Score -9166389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -9166399.000000 Penalty: 5354.642090
	Iteration 70Q: 3 clusters Score -9166399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -9166407.000000 Penalty: 5354.642090
	Iteration 71Q: 3 clusters Score -9166407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -9166418.000000 Penalty: 5354.642090
	Iteration 72Q: 3 clusters Score -9166418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -9166444.000000 Penalty: 5354.642090
	Iteration 73Q: 3 clusters Score -9166444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -9166452.000000 Penalty: 5354.642090
	Iteration 74Q: 3 clusters Score -9166452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -9166459.000000 Penalty: 5354.642090
	Iteration 75Q: 3 clusters Score -9166459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -9166484.000000 Penalty: 5354.642090
	Iteration 76Q: 3 clusters Score -9166484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -9166500.000000 Penalty: 5354.642090
	Iteration 77Q: 3 clusters Score -9166500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -9166502.000000 Penalty: 5354.642090
	Iteration 78Q: 3 clusters Score -9166502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -9166511.000000 Penalty: 5354.642090
	Iteration 79Q: 3 clusters Score -9166511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -9166503.000000 Penalty: 5354.642090
	Iteration 80F: 3 clusters Score -9166503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -9166523.000000 Penalty: 5354.642090
	Iteration 81Q: 3 clusters Score -9166523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -9166526.000000 Penalty: 5354.642090
	Iteration 82Q: 3 clusters Score -9166526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -9166544.000000 Penalty: 5354.642090
	Iteration 83Q: 3 clusters Score -9166544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -9166555.000000 Penalty: 5354.642090
	Iteration 84Q: 3 clusters Score -9166555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -9166545.000000 Penalty: 5354.642090
	Iteration 85Q: 3 clusters Score -9166545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -9166548.000000 Penalty: 5354.642090
	Iteration 86Q: 3 clusters Score -9166548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -9166557.000000 Penalty: 5354.642090
	Iteration 87Q: 3 clusters Score -9166557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -9166558.000000 Penalty: 5354.642090
	Iteration 88Q: 3 clusters Score -9166558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -9166558.000000 Penalty: 5354.642090
	Iteration 89Q: 3 clusters Score -9166558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -9166557.000000 Penalty: 5354.642090
	Iteration 90Q: 3 clusters Score -9166557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -9166557.000000 Penalty: 5354.642090
	Iteration 91Q: 3 clusters Score -9166557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -9166569.000000 Penalty: 5354.642090
	Iteration 92Q: 3 clusters Score -9166569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -9166563.000000 Penalty: 5354.642090
	Iteration 93Q: 3 clusters Score -9166563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -9166558.000000 Penalty: 5354.642090
	Iteration 94Q: 3 clusters Score -9166558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -9166570.000000 Penalty: 5354.642090
	Iteration 95Q: 3 clusters Score -9166570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -9166574.000000 Penalty: 5354.642090
	Iteration 96Q: 3 clusters Score -9166574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -9166580.000000 Penalty: 5354.642090
	Iteration 97Q: 3 clusters Score -9166580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -9166573.000000 Penalty: 5354.642090
	Iteration 98Q: 3 clusters Score -9166573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -9166593.000000 Penalty: 5354.642090
	Iteration 99Q: 3 clusters Score -9166593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -9166588.000000 Penalty: 5354.642090
	Iteration 100F: 3 clusters Score -9166588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Entering Unmasked Estep 
Score: -8792822.000000 Penalty: 2670.458984
	Iteration 0F: 2 clusters Score -8792822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -8761288.000000 Penalty: 5340.917969
	Iteration 0F: 3 clusters Score -8761288 nChanged 21832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -8773430.000000 Penalty: 5340.917969
	Iteration 1F: 3 clusters Score -8773430 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -8774102.000000 Penalty: 5340.917969
	Iteration 2Q: 3 clusters Score -8774102 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -8774737.000000 Penalty: 5340.917969
	Iteration 3Q: 3 clusters Score -8774737 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -8775529.000000 Penalty: 5340.917969
	Iteration 4Q: 3 clusters Score -8775529 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -8776552.000000 Penalty: 5340.917969
	Iteration 5Q: 3 clusters Score -8776552 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -8777848.000000 Penalty: 5340.917969
	Iteration 6F: 3 clusters Score -8777848 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -8779408.000000 Penalty: 5340.917969
	Iteration 7F: 3 clusters Score -8779408 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -8781287.000000 Penalty: 5340.917969
	Iteration 8F: 3 clusters Score -8781287 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -8783108.000000 Penalty: 5340.917969
	Iteration 9F: 3 clusters Score -8783108 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -8784990.000000 Penalty: 5340.917969
	Iteration 10F: 3 clusters Score -8784990 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -8786806.000000 Penalty: 5340.917969
	Iteration 11Q: 3 clusters Score -8786806 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -8788235.000000 Penalty: 5340.917969
	Iteration 12Q: 3 clusters Score -8788235 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -8789206.000000 Penalty: 5340.917969
	Iteration 13Q: 3 clusters Score -8789206 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -8789856.000000 Penalty: 5340.917969
	Iteration 14Q: 3 clusters Score -8789856 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -8790297.000000 Penalty: 5340.917969
	Iteration 15Q: 3 clusters Score -8790297 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -8790676.000000 Penalty: 5340.917969
	Iteration 16Q: 3 clusters Score -8790676 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -8790931.000000 Penalty: 5340.917969
	Iteration 17Q: 3 clusters Score -8790931 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -8791086.000000 Penalty: 5340.917969
	Iteration 18Q: 3 clusters Score -8791086 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -8791185.000000 Penalty: 5340.917969
	Iteration 19Q: 3 clusters Score -8791185 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -8791246.000000 Penalty: 5340.917969
	Iteration 20F: 3 clusters Score -8791246 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -8791333.000000 Penalty: 5340.917969
	Iteration 21Q: 3 clusters Score -8791333 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -8791372.000000 Penalty: 5340.917969
	Iteration 22Q: 3 clusters Score -8791372 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -8791442.000000 Penalty: 5340.917969
	Iteration 23Q: 3 clusters Score -8791442 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -8791472.000000 Penalty: 5340.917969
	Iteration 24Q: 3 clusters Score -8791472 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -8791511.000000 Penalty: 5340.917969
	Iteration 25Q: 3 clusters Score -8791511 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -8791514.000000 Penalty: 5340.917969
	Iteration 26Q: 3 clusters Score -8791514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -8791551.000000 Penalty: 5340.917969
	Iteration 27Q: 3 clusters Score -8791551 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -8791592.000000 Penalty: 5340.917969
	Iteration 28Q: 3 clusters Score -8791592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -8791614.000000 Penalty: 5340.917969
	Iteration 29Q: 3 clusters Score -8791614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8791640.000000 Penalty: 5340.917969
	Iteration 30Q: 3 clusters Score -8791640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -8791667.000000 Penalty: 5340.917969
	Iteration 31Q: 3 clusters Score -8791667 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -8791706.000000 Penalty: 5340.917969
	Iteration 32Q: 3 clusters Score -8791706 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -8791718.000000 Penalty: 5340.917969
	Iteration 33Q: 3 clusters Score -8791718 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -8791737.000000 Penalty: 5340.917969
	Iteration 34Q: 3 clusters Score -8791737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -8791732.000000 Penalty: 5340.917969
	Iteration 35Q: 3 clusters Score -8791732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -8791756.000000 Penalty: 5340.917969
	Iteration 36Q: 3 clusters Score -8791756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -8791764.000000 Penalty: 5340.917969
	Iteration 37Q: 3 clusters Score -8791764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -8791779.000000 Penalty: 5340.917969
	Iteration 38Q: 3 clusters Score -8791779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -8791797.000000 Penalty: 5340.917969
	Iteration 39Q: 3 clusters Score -8791797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -8791811.000000 Penalty: 5340.917969
	Iteration 40F: 3 clusters Score -8791811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -8791818.000000 Penalty: 5340.917969
	Iteration 41Q: 3 clusters Score -8791818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -8791829.000000 Penalty: 5340.917969
	Iteration 42Q: 3 clusters Score -8791829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -8791848.000000 Penalty: 5340.917969
	Iteration 43Q: 3 clusters Score -8791848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8791840.000000 Penalty: 5340.917969
	Iteration 44Q: 3 clusters Score -8791840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8791824.000000 Penalty: 5340.917969
	Iteration 45Q: 3 clusters Score -8791824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8791834.000000 Penalty: 5340.917969
	Iteration 46Q: 3 clusters Score -8791834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -8791843.000000 Penalty: 5340.917969
	Iteration 47Q: 3 clusters Score -8791843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -8791855.000000 Penalty: 5340.917969
	Iteration 48Q: 3 clusters Score -8791855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -8791847.000000 Penalty: 5340.917969
	Iteration 49Q: 3 clusters Score -8791847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -8791851.000000 Penalty: 5340.917969
	Iteration 50Q: 3 clusters Score -8791851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -8791857.000000 Penalty: 5340.917969
	Iteration 51Q: 3 clusters Score -8791857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -8791845.000000 Penalty: 5340.917969
	Iteration 52Q: 3 clusters Score -8791845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -8791854.000000 Penalty: 5340.917969
	Iteration 53Q: 3 clusters Score -8791854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -8791857.000000 Penalty: 5340.917969
	Iteration 54Q: 3 clusters Score -8791857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -8791858.000000 Penalty: 5340.917969
	Iteration 55Q: 3 clusters Score -8791858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -8791853.000000 Penalty: 5340.917969
	Iteration 56Q: 3 clusters Score -8791853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -8791853.000000 Penalty: 5340.917969
	Iteration 57Q: 3 clusters Score -8791853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -8791846.000000 Penalty: 5340.917969
	Iteration 58Q: 3 clusters Score -8791846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8791844.000000 Penalty: 5340.917969
	Iteration 59Q: 3 clusters Score -8791844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -8791851.000000 Penalty: 5340.917969
	Iteration 60F: 3 clusters Score -8791851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -8791847.000000 Penalty: 5340.917969
	Iteration 61Q: 3 clusters Score -8791847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -8791855.000000 Penalty: 5340.917969
	Iteration 62Q: 3 clusters Score -8791855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -8791856.000000 Penalty: 5340.917969
	Iteration 63Q: 3 clusters Score -8791856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -8791852.000000 Penalty: 5340.917969
	Iteration 64Q: 3 clusters Score -8791852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -8791851.000000 Penalty: 5340.917969
	Iteration 65Q: 3 clusters Score -8791851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -8791867.000000 Penalty: 5340.917969
	Iteration 66Q: 3 clusters Score -8791867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8791862.000000 Penalty: 5340.917969
	Iteration 67Q: 3 clusters Score -8791862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -8791869.000000 Penalty: 5340.917969
	Iteration 68Q: 3 clusters Score -8791869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -8791867.000000 Penalty: 5340.917969
	Iteration 69Q: 3 clusters Score -8791867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -8791871.000000 Penalty: 5340.917969
	Iteration 70Q: 3 clusters Score -8791871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8791858.000000 Penalty: 5340.917969
	Iteration 71Q: 3 clusters Score -8791858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -8791856.000000 Penalty: 5340.917969
	Iteration 72Q: 3 clusters Score -8791856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -8791860.000000 Penalty: 5340.917969
	Iteration 73Q: 3 clusters Score -8791860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8791888.000000 Penalty: 5340.917969
	Iteration 74Q: 3 clusters Score -8791888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -8791882.000000 Penalty: 5340.917969
	Iteration 75Q: 3 clusters Score -8791882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8791872.000000 Penalty: 5340.917969
	Iteration 76Q: 3 clusters Score -8791872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -8791878.000000 Penalty: 5340.917969
	Iteration 77Q: 3 clusters Score -8791878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8791878.000000 Penalty: 5340.917969
	Iteration 78Q: 3 clusters Score -8791878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -8791882.000000 Penalty: 5340.917969
	Iteration 79Q: 3 clusters Score -8791882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -8791882.000000 Penalty: 5340.917969
	Iteration 80F: 3 clusters Score -8791882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8791886.000000 Penalty: 5340.917969
	Iteration 81Q: 3 clusters Score -8791886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -8791900.000000 Penalty: 5340.917969
	Iteration 82Q: 3 clusters Score -8791900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -8791913.000000 Penalty: 5340.917969
	Iteration 83Q: 3 clusters Score -8791913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -8791904.000000 Penalty: 5340.917969
	Iteration 84Q: 3 clusters Score -8791904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -8791898.000000 Penalty: 5340.917969
	Iteration 85Q: 3 clusters Score -8791898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -8791906.000000 Penalty: 5340.917969
	Iteration 86Q: 3 clusters Score -8791906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8791910.000000 Penalty: 5340.917969
	Iteration 87Q: 3 clusters Score -8791910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8791910.000000 Penalty: 5340.917969
	Iteration 88Q: 3 clusters Score -8791910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8791915.000000 Penalty: 5340.917969
	Iteration 89Q: 3 clusters Score -8791915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8791921.000000 Penalty: 5340.917969
	Iteration 90Q: 3 clusters Score -8791921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -8791918.000000 Penalty: 5340.917969
	Iteration 91Q: 3 clusters Score -8791918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8791923.000000 Penalty: 5340.917969
	Iteration 92Q: 3 clusters Score -8791923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8791918.000000 Penalty: 5340.917969
	Iteration 93Q: 3 clusters Score -8791918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -8791921.000000 Penalty: 5340.917969
	Iteration 94Q: 3 clusters Score -8791921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -8791930.000000 Penalty: 5340.917969
	Iteration 95Q: 3 clusters Score -8791930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -8791933.000000 Penalty: 5340.917969
	Iteration 96Q: 3 clusters Score -8791933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -8791937.000000 Penalty: 5340.917969
	Iteration 97Q: 3 clusters Score -8791937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -8791948.000000 Penalty: 5340.917969
	Iteration 98Q: 3 clusters Score -8791948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -8791948.000000 Penalty: 5340.917969
	Iteration 99Q: 3 clusters Score -8791948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -8791942.000000 Penalty: 5340.917969
	Iteration 100F: 3 clusters Score -8791942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8791943.000000 Penalty: 5340.917969
	Iteration 101Q: 3 clusters Score -8791943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -8791933.000000 Penalty: 5340.917969
	Iteration 102Q: 3 clusters Score -8791933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8791935.000000 Penalty: 5340.917969
	Iteration 103Q: 3 clusters Score -8791935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -8791939.000000 Penalty: 5340.917969
	Iteration 104Q: 3 clusters Score -8791939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -8791939.000000 Penalty: 5340.917969
	Iteration 105F: 3 clusters Score -8791939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Entering Unmasked Estep 
Score: -9460263.000000 Penalty: 2685.054688
	Iteration 0F: 2 clusters Score -9460263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -9429302.000000 Penalty: 5370.109375
	Iteration 0F: 3 clusters Score -9429302 nChanged 23083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -9442321.000000 Penalty: 5370.109375
	Iteration 1F: 3 clusters Score -9442321 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -9443275.000000 Penalty: 5370.109375
	Iteration 2Q: 3 clusters Score -9443275 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -9444596.000000 Penalty: 5370.109375
	Iteration 3F: 3 clusters Score -9444596 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -9446409.000000 Penalty: 5370.109375
	Iteration 4F: 3 clusters Score -9446409 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -9448453.000000 Penalty: 5370.109375
	Iteration 5F: 3 clusters Score -9448453 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -9450899.000000 Penalty: 5370.109375
	Iteration 6F: 3 clusters Score -9450899 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -9453309.000000 Penalty: 5370.109375
	Iteration 7F: 3 clusters Score -9453309 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -9456109.000000 Penalty: 5370.109375
	Iteration 8F: 3 clusters Score -9456109 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9457192.000000 Penalty: 5370.109375
	Iteration 9Q: 3 clusters Score -9457192 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9457612.000000 Penalty: 5370.109375
	Iteration 10Q: 3 clusters Score -9457612 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9457718.000000 Penalty: 5370.109375
	Iteration 11Q: 3 clusters Score -9457718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9457833.000000 Penalty: 5370.109375
	Iteration 12Q: 3 clusters Score -9457833 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9457879.000000 Penalty: 5370.109375
	Iteration 13Q: 3 clusters Score -9457879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9457925.000000 Penalty: 5370.109375
	Iteration 14Q: 3 clusters Score -9457925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9457930.000000 Penalty: 5370.109375
	Iteration 15Q: 3 clusters Score -9457930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9457942.000000 Penalty: 5370.109375
	Iteration 16Q: 3 clusters Score -9457942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9457952.000000 Penalty: 5370.109375
	Iteration 17Q: 3 clusters Score -9457952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9457954.000000 Penalty: 5370.109375
	Iteration 18Q: 3 clusters Score -9457954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9457964.000000 Penalty: 5370.109375
	Iteration 19Q: 3 clusters Score -9457964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9457964.000000 Penalty: 5370.109375
	Iteration 20F: 3 clusters Score -9457964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -351209.937500 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -351209.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -348516.312500 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -348516.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -348993.375000 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -348993.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -349152.468750 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -349152.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -349271.250000 Penalty: 3784.468018
	Iteration 3F: 3 clusters Score -349271.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -349361.781250 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -349361.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -349442.031250 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -349442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -349510.875000 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -349510.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -349580.031250 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -349580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -349632.250000 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -349632.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -349675.468750 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -349675.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -349714.093750 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -349714.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -349749.906250 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -349749.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -349775.125000 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -349775.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -349796.531250 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -349796.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -349816.375000 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -349816.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -349841.468750 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -349841.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -349875.781250 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -349875.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -349911.250000 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -349911.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -349958.656250 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -349958.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -350002.687500 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -350002.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -350040.031250 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -350040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -350059.125000 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -350059.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -350082.625000 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -350082.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -350105.562500 Penalty: 3784.468018
	Iteration 23Q: 3 clusters Score -350105.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -350123.812500 Penalty: 3784.468018
	Iteration 24Q: 3 clusters Score -350123.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -350145.250000 Penalty: 3784.468018
	Iteration 25Q: 3 clusters Score -350145.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -350165.250000 Penalty: 3784.468018
	Iteration 26Q: 3 clusters Score -350165.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -350186.000000 Penalty: 3784.468018
	Iteration 27Q: 3 clusters Score -350186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -350198.281250 Penalty: 3784.468018
	Iteration 28Q: 3 clusters Score -350198.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -350212.312500 Penalty: 3784.468018
	Iteration 29Q: 3 clusters Score -350212.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -350230.593750 Penalty: 3784.468018
	Iteration 30Q: 3 clusters Score -350230.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -350241.437500 Penalty: 3784.468018
	Iteration 31Q: 3 clusters Score -350241.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -350249.625000 Penalty: 3784.468018
	Iteration 32Q: 3 clusters Score -350249.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -350254.687500 Penalty: 3784.468018
	Iteration 33Q: 3 clusters Score -350254.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -350255.593750 Penalty: 3784.468018
	Iteration 34Q: 3 clusters Score -350255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -350256.343750 Penalty: 3784.468018
	Iteration 35Q: 3 clusters Score -350256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -350256.843750 Penalty: 3784.468018
	Iteration 36Q: 3 clusters Score -350256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -350256.843750 Penalty: 3784.468018
	Iteration 37F: 3 clusters Score -350256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Entering Unmasked Estep 
Score: -8935419.000000 Penalty: 2672.492920
	Iteration 0F: 2 clusters Score -8935419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -8904147.000000 Penalty: 5344.985840
	Iteration 0F: 3 clusters Score -8904147 nChanged 22011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -8916261.000000 Penalty: 5344.985840
	Iteration 1F: 3 clusters Score -8916261 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -8916769.000000 Penalty: 5344.985840
	Iteration 2Q: 3 clusters Score -8916769 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -8917289.000000 Penalty: 5344.985840
	Iteration 3Q: 3 clusters Score -8917289 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -8917762.000000 Penalty: 5344.985840
	Iteration 4Q: 3 clusters Score -8917762 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -8918186.000000 Penalty: 5344.985840
	Iteration 5Q: 3 clusters Score -8918186 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -8918668.000000 Penalty: 5344.985840
	Iteration 6Q: 3 clusters Score -8918668 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -8919368.000000 Penalty: 5344.985840
	Iteration 7Q: 3 clusters Score -8919368 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -8920326.000000 Penalty: 5344.985840
	Iteration 8Q: 3 clusters Score -8920326 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -8921719.000000 Penalty: 5344.985840
	Iteration 9Q: 3 clusters Score -8921719 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -8923569.000000 Penalty: 5344.985840
	Iteration 10F: 3 clusters Score -8923569 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -8925830.000000 Penalty: 5344.985840
	Iteration 11F: 3 clusters Score -8925830 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -8927675.000000 Penalty: 5344.985840
	Iteration 12Q: 3 clusters Score -8927675 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -8928889.000000 Penalty: 5344.985840
	Iteration 13Q: 3 clusters Score -8928889 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -8929588.000000 Penalty: 5344.985840
	Iteration 14Q: 3 clusters Score -8929588 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -8930111.000000 Penalty: 5344.985840
	Iteration 15Q: 3 clusters Score -8930111 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -8930557.000000 Penalty: 5344.985840
	Iteration 16Q: 3 clusters Score -8930557 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -8930897.000000 Penalty: 5344.985840
	Iteration 17Q: 3 clusters Score -8930897 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -8931173.000000 Penalty: 5344.985840
	Iteration 18Q: 3 clusters Score -8931173 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -8931490.000000 Penalty: 5344.985840
	Iteration 19Q: 3 clusters Score -8931490 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -8931756.000000 Penalty: 5344.985840
	Iteration 20F: 3 clusters Score -8931756 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -8932018.000000 Penalty: 5344.985840
	Iteration 21Q: 3 clusters Score -8932018 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -8932274.000000 Penalty: 5344.985840
	Iteration 22Q: 3 clusters Score -8932274 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -8932447.000000 Penalty: 5344.985840
	Iteration 23Q: 3 clusters Score -8932447 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -8932624.000000 Penalty: 5344.985840
	Iteration 24Q: 3 clusters Score -8932624 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -8932796.000000 Penalty: 5344.985840
	Iteration 25Q: 3 clusters Score -8932796 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -8932956.000000 Penalty: 5344.985840
	Iteration 26Q: 3 clusters Score -8932956 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8933057.000000 Penalty: 5344.985840
	Iteration 27Q: 3 clusters Score -8933057 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8933157.000000 Penalty: 5344.985840
	Iteration 28Q: 3 clusters Score -8933157 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8933234.000000 Penalty: 5344.985840
	Iteration 29Q: 3 clusters Score -8933234 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8933286.000000 Penalty: 5344.985840
	Iteration 30Q: 3 clusters Score -8933286 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8933338.000000 Penalty: 5344.985840
	Iteration 31Q: 3 clusters Score -8933338 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8933416.000000 Penalty: 5344.985840
	Iteration 32Q: 3 clusters Score -8933416 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8933469.000000 Penalty: 5344.985840
	Iteration 33Q: 3 clusters Score -8933469 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8933528.000000 Penalty: 5344.985840
	Iteration 34Q: 3 clusters Score -8933528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8933525.000000 Penalty: 5344.985840
	Iteration 35Q: 3 clusters Score -8933525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8933539.000000 Penalty: 5344.985840
	Iteration 36Q: 3 clusters Score -8933539 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8933559.000000 Penalty: 5344.985840
	Iteration 37Q: 3 clusters Score -8933559 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8933567.000000 Penalty: 5344.985840
	Iteration 38Q: 3 clusters Score -8933567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8933576.000000 Penalty: 5344.985840
	Iteration 39Q: 3 clusters Score -8933576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8933579.000000 Penalty: 5344.985840
	Iteration 40F: 3 clusters Score -8933579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8933587.000000 Penalty: 5344.985840
	Iteration 41Q: 3 clusters Score -8933587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8933588.000000 Penalty: 5344.985840
	Iteration 42Q: 3 clusters Score -8933588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8933594.000000 Penalty: 5344.985840
	Iteration 43Q: 3 clusters Score -8933594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8933596.000000 Penalty: 5344.985840
	Iteration 44Q: 3 clusters Score -8933596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8933584.000000 Penalty: 5344.985840
	Iteration 45Q: 3 clusters Score -8933584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8933575.000000 Penalty: 5344.985840
	Iteration 46Q: 3 clusters Score -8933575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8933575.000000 Penalty: 5344.985840
	Iteration 47Q: 3 clusters Score -8933575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8933573.000000 Penalty: 5344.985840
	Iteration 48Q: 3 clusters Score -8933573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8933576.000000 Penalty: 5344.985840
	Iteration 49Q: 3 clusters Score -8933576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8933588.000000 Penalty: 5344.985840
	Iteration 50Q: 3 clusters Score -8933588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8933593.000000 Penalty: 5344.985840
	Iteration 51Q: 3 clusters Score -8933593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8933606.000000 Penalty: 5344.985840
	Iteration 52Q: 3 clusters Score -8933606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8933600.000000 Penalty: 5344.985840
	Iteration 53Q: 3 clusters Score -8933600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8933607.000000 Penalty: 5344.985840
	Iteration 54Q: 3 clusters Score -8933607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8933605.000000 Penalty: 5344.985840
	Iteration 55Q: 3 clusters Score -8933605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8933609.000000 Penalty: 5344.985840
	Iteration 56Q: 3 clusters Score -8933609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8933602.000000 Penalty: 5344.985840
	Iteration 57Q: 3 clusters Score -8933602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8933609.000000 Penalty: 5344.985840
	Iteration 58Q: 3 clusters Score -8933609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8933616.000000 Penalty: 5344.985840
	Iteration 59Q: 3 clusters Score -8933616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8933612.000000 Penalty: 5344.985840
	Iteration 60F: 3 clusters Score -8933612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8933609.000000 Penalty: 5344.985840
	Iteration 61Q: 3 clusters Score -8933609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8933607.000000 Penalty: 5344.985840
	Iteration 62Q: 3 clusters Score -8933607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8933612.000000 Penalty: 5344.985840
	Iteration 63Q: 3 clusters Score -8933612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8933614.000000 Penalty: 5344.985840
	Iteration 64Q: 3 clusters Score -8933614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8933611.000000 Penalty: 5344.985840
	Iteration 65Q: 3 clusters Score -8933611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8933612.000000 Penalty: 5344.985840
	Iteration 66Q: 3 clusters Score -8933612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8933618.000000 Penalty: 5344.985840
	Iteration 67Q: 3 clusters Score -8933618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8933618.000000 Penalty: 5344.985840
	Iteration 68F: 3 clusters Score -8933618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Entering Unmasked Estep 
Score: -2934272.250000 Penalty: 2406.046143
	Iteration 0F: 2 clusters Score -2934272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2922505.750000 Penalty: 4812.092285
	Iteration 0F: 3 clusters Score -2922506 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2926211.750000 Penalty: 4812.092285
	Iteration 1F: 3 clusters Score -2926212 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2926470.250000 Penalty: 4812.092285
	Iteration 2Q: 3 clusters Score -2926470 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2926673.500000 Penalty: 4812.092285
	Iteration 3Q: 3 clusters Score -2926674 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2926834.750000 Penalty: 4812.092285
	Iteration 4Q: 3 clusters Score -2926835 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2926965.250000 Penalty: 4812.092285
	Iteration 5Q: 3 clusters Score -2926965 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2927073.250000 Penalty: 4812.092285
	Iteration 6Q: 3 clusters Score -2927073 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2927188.750000 Penalty: 4812.092285
	Iteration 7Q: 3 clusters Score -2927189 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2927324.250000 Penalty: 4812.092285
	Iteration 8Q: 3 clusters Score -2927324 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2927440.750000 Penalty: 4812.092285
	Iteration 9Q: 3 clusters Score -2927441 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2927588.250000 Penalty: 4812.092285
	Iteration 10Q: 3 clusters Score -2927588 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2927741.750000 Penalty: 4812.092285
	Iteration 11Q: 3 clusters Score -2927742 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2927917.250000 Penalty: 4812.092285
	Iteration 12Q: 3 clusters Score -2927917 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2928134.250000 Penalty: 4812.092285
	Iteration 13Q: 3 clusters Score -2928134 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2928362.250000 Penalty: 4812.092285
	Iteration 14Q: 3 clusters Score -2928362 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2928624.750000 Penalty: 4812.092285
	Iteration 15Q: 3 clusters Score -2928625 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2928956.750000 Penalty: 4812.092285
	Iteration 16Q: 3 clusters Score -2928957 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2929342.500000 Penalty: 4812.092285
	Iteration 17Q: 3 clusters Score -2929342 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2929688.000000 Penalty: 4812.092285
	Iteration 18Q: 3 clusters Score -2929688 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2929988.000000 Penalty: 4812.092285
	Iteration 19Q: 3 clusters Score -2929988 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2930207.500000 Penalty: 4812.092285
	Iteration 20F: 3 clusters Score -2930208 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2930379.500000 Penalty: 4812.092285
	Iteration 21Q: 3 clusters Score -2930380 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2930525.000000 Penalty: 4812.092285
	Iteration 22Q: 3 clusters Score -2930525 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2930674.750000 Penalty: 4812.092285
	Iteration 23Q: 3 clusters Score -2930675 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2930874.000000 Penalty: 4812.092285
	Iteration 24Q: 3 clusters Score -2930874 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2931135.750000 Penalty: 4812.092285
	Iteration 25Q: 3 clusters Score -2931136 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2931385.500000 Penalty: 4812.092285
	Iteration 26Q: 3 clusters Score -2931386 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2931593.000000 Penalty: 4812.092285
	Iteration 27Q: 3 clusters Score -2931593 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2931760.250000 Penalty: 4812.092285
	Iteration 28Q: 3 clusters Score -2931760 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2931914.000000 Penalty: 4812.092285
	Iteration 29Q: 3 clusters Score -2931914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2932001.500000 Penalty: 4812.092285
	Iteration 30Q: 3 clusters Score -2932002 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2932078.250000 Penalty: 4812.092285
	Iteration 31Q: 3 clusters Score -2932078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2932135.000000 Penalty: 4812.092285
	Iteration 32Q: 3 clusters Score -2932135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2932204.000000 Penalty: 4812.092285
	Iteration 33Q: 3 clusters Score -2932204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2932245.750000 Penalty: 4812.092285
	Iteration 34Q: 3 clusters Score -2932246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2932276.250000 Penalty: 4812.092285
	Iteration 35Q: 3 clusters Score -2932276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2932301.000000 Penalty: 4812.092285
	Iteration 36Q: 3 clusters Score -2932301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2932325.250000 Penalty: 4812.092285
	Iteration 37Q: 3 clusters Score -2932325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2932354.250000 Penalty: 4812.092285
	Iteration 38Q: 3 clusters Score -2932354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2932362.000000 Penalty: 4812.092285
	Iteration 39Q: 3 clusters Score -2932362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2932368.000000 Penalty: 4812.092285
	Iteration 40F: 3 clusters Score -2932368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2932382.000000 Penalty: 4812.092285
	Iteration 41Q: 3 clusters Score -2932382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2932383.000000 Penalty: 4812.092285
	Iteration 42Q: 3 clusters Score -2932383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2932386.000000 Penalty: 4812.092285
	Iteration 43Q: 3 clusters Score -2932386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2932388.250000 Penalty: 4812.092285
	Iteration 44Q: 3 clusters Score -2932388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2932392.250000 Penalty: 4812.092285
	Iteration 45Q: 3 clusters Score -2932392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2932390.500000 Penalty: 4812.092285
	Iteration 46Q: 3 clusters Score -2932390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2932390.750000 Penalty: 4812.092285
	Iteration 47Q: 3 clusters Score -2932391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2932390.750000 Penalty: 4812.092285
	Iteration 48F: 3 clusters Score -2932391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -162695.234375 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -162695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160769.546875 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -160769.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -161126.671875 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -161126.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161347.281250 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -161347.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -161479.203125 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -161479.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -161574.640625 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -161574.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -161690.265625 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -161690.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -161788.625000 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -161788.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -161867.062500 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -161867.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -161935.718750 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -161935.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -161997.843750 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -161997.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162030.109375 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -162030.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -162071.968750 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -162072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162112.046875 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -162112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -162138.968750 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -162139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -162152.234375 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -162152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -162167.890625 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -162167.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -162198.312500 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -162198.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -162231.984375 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -162232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -162268.968750 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -162269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -162306.406250 Penalty: 3448.553467
	Iteration 19Q: 3 clusters Score -162306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -162333.421875 Penalty: 3448.553467
	Iteration 20F: 3 clusters Score -162333.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -162362.812500 Penalty: 3448.553467
	Iteration 21Q: 3 clusters Score -162362.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -162402.312500 Penalty: 3448.553467
	Iteration 22Q: 3 clusters Score -162402.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -162425.796875 Penalty: 3448.553467
	Iteration 23Q: 3 clusters Score -162425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -162435.656250 Penalty: 3448.553467
	Iteration 24Q: 3 clusters Score -162435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162438.078125 Penalty: 3448.553467
	Iteration 25Q: 3 clusters Score -162438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -162439.437500 Penalty: 3448.553467
	Iteration 26Q: 3 clusters Score -162439.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -162439.437500 Penalty: 3448.553467
	Iteration 27F: 3 clusters Score -162439.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Entering Unmasked Estep 
Score: -13471966.000000 Penalty: 2779.591309
	Iteration 0F: 2 clusters Score -1.347197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -13427983.000000 Penalty: 5559.182617
	Iteration 0F: 3 clusters Score -1.342798e+07 nChanged 34602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -13447324.000000 Penalty: 5559.182617
	Iteration 1F: 3 clusters Score -1.344732e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -13447942.000000 Penalty: 5559.182617
	Iteration 2Q: 3 clusters Score -1.344794e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -13448421.000000 Penalty: 5559.182617
	Iteration 3Q: 3 clusters Score -1.344842e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -13449143.000000 Penalty: 5559.182617
	Iteration 4Q: 3 clusters Score -1.344914e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -13450079.000000 Penalty: 5559.182617
	Iteration 5Q: 3 clusters Score -1.345008e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -13451816.000000 Penalty: 5559.182617
	Iteration 6Q: 3 clusters Score -1.345182e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -13453956.000000 Penalty: 5559.182617
	Iteration 7F: 3 clusters Score -1.345396e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -13456849.000000 Penalty: 5559.182617
	Iteration 8F: 3 clusters Score -1.345685e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -13460282.000000 Penalty: 5559.182617
	Iteration 9F: 3 clusters Score -1.346028e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -13463396.000000 Penalty: 5559.182617
	Iteration 10F: 3 clusters Score -1.34634e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -13465560.000000 Penalty: 5559.182617
	Iteration 11Q: 3 clusters Score -1.346556e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -13466739.000000 Penalty: 5559.182617
	Iteration 12Q: 3 clusters Score -1.346674e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -13467492.000000 Penalty: 5559.182617
	Iteration 13Q: 3 clusters Score -1.346749e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -13467989.000000 Penalty: 5559.182617
	Iteration 14Q: 3 clusters Score -1.346799e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -13468354.000000 Penalty: 5559.182617
	Iteration 15Q: 3 clusters Score -1.346835e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -13468598.000000 Penalty: 5559.182617
	Iteration 16Q: 3 clusters Score -1.34686e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -13468958.000000 Penalty: 5559.182617
	Iteration 17Q: 3 clusters Score -1.346896e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -13469140.000000 Penalty: 5559.182617
	Iteration 18Q: 3 clusters Score -1.346914e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -13469328.000000 Penalty: 5559.182617
	Iteration 19Q: 3 clusters Score -1.346933e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13469404.000000 Penalty: 5559.182617
	Iteration 20F: 3 clusters Score -1.34694e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -13469530.000000 Penalty: 5559.182617
	Iteration 21Q: 3 clusters Score -1.346953e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -13469630.000000 Penalty: 5559.182617
	Iteration 22Q: 3 clusters Score -1.346963e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -13469681.000000 Penalty: 5559.182617
	Iteration 23Q: 3 clusters Score -1.346968e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13469711.000000 Penalty: 5559.182617
	Iteration 24Q: 3 clusters Score -1.346971e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13469725.000000 Penalty: 5559.182617
	Iteration 25Q: 3 clusters Score -1.346972e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13469750.000000 Penalty: 5559.182617
	Iteration 26Q: 3 clusters Score -1.346975e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72486 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -13469766.000000 Penalty: 5559.182617
	Iteration 27Q: 3 clusters Score -1.346977e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -13469790.000000 Penalty: 5559.182617
	Iteration 28Q: 3 clusters Score -1.346979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13469788.000000 Penalty: 5559.182617
	Iteration 29Q: 3 clusters Score -1.346979e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -13469796.000000 Penalty: 5559.182617
	Iteration 30Q: 3 clusters Score -1.34698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13469807.000000 Penalty: 5559.182617
	Iteration 31Q: 3 clusters Score -1.346981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13469831.000000 Penalty: 5559.182617
	Iteration 32Q: 3 clusters Score -1.346983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13469835.000000 Penalty: 5559.182617
	Iteration 33Q: 3 clusters Score -1.346984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13469822.000000 Penalty: 5559.182617
	Iteration 34Q: 3 clusters Score -1.346982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13469828.000000 Penalty: 5559.182617
	Iteration 35Q: 3 clusters Score -1.346983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13469843.000000 Penalty: 5559.182617
	Iteration 36Q: 3 clusters Score -1.346984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13469846.000000 Penalty: 5559.182617
	Iteration 37Q: 3 clusters Score -1.346985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -13469849.000000 Penalty: 5559.182617
	Iteration 38Q: 3 clusters Score -1.346985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13469839.000000 Penalty: 5559.182617
	Iteration 39Q: 3 clusters Score -1.346984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13469839.000000 Penalty: 5559.182617
	Iteration 40F: 3 clusters Score -1.346984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48514 members 
Entering Unmasked Estep 
Score: -9000219.000000 Penalty: 2675.822754
	Iteration 0F: 2 clusters Score -9000219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8968478 nChanged 22480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8981147 nChanged 2280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8982314 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -8983994 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -8986083 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -8988937.000000 Penalty: 5351.645508
	Iteration 5F: 3 clusters Score -8988937 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -8992115.000000 Penalty: 5351.645508
	Iteration 6F: 3 clusters Score -8992115 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -8995140.000000 Penalty: 5351.645508
	Iteration 7F: 3 clusters Score -8995140 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -8997149.000000 Penalty: 5351.645508
	Iteration 8F: 3 clusters Score -8997149 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -8998057.000000 Penalty: 5351.645508
	Iteration 9Q: 3 clusters Score -8998057 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -8998467.000000 Penalty: 5351.645508
	Iteration 10Q: 3 clusters Score -8998467 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -8998711.000000 Penalty: 5351.645508
	Iteration 11Q: 3 clusters Score -8998711 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -8998901.000000 Penalty: 5351.645508
	Iteration 12Q: 3 clusters Score -8998901 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -8999028.000000 Penalty: 5351.645508
	Iteration 13Q: 3 clusters Score -8999028 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -8999124.000000 Penalty: 5351.645508
	Iteration 14Q: 3 clusters Score -8999124 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -8999227.000000 Penalty: 5351.645508
	Iteration 15Q: 3 clusters Score -8999227 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -8999220.000000 Penalty: 5351.645508
	Iteration 16Q: 3 clusters Score -8999220 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8999260 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -8999362.000000 Penalty: 5351.645508
	Iteration 18Q: 3 clusters Score -8999362 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -8999402.000000 Penalty: 5351.645508
	Iteration 19Q: 3 clusters Score -8999402 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -8999472.000000 Penalty: 5351.645508
	Iteration 20F: 3 clusters Score -8999472 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -8999532.000000 Penalty: 5351.645508
	Iteration 21Q: 3 clusters Score -8999532 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -8999574.000000 Penalty: 5351.645508
	Iteration 22Q: 3 clusters Score -8999574 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -8999609.000000 Penalty: 5351.645508
	Iteration 23Q: 3 clusters Score -8999609 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -8999639.000000 Penalty: 5351.645508
	Iteration 24Q: 3 clusters Score -8999639 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -8999651.000000 Penalty: 5351.645508
	Iteration 25Q: 3 clusters Score -8999651 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -8999722.000000 Penalty: 5351.645508
	Iteration 26Q: 3 clusters Score -8999722 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -8999775.000000 Penalty: 5351.645508
	Iteration 27Q: 3 clusters Score -8999775 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -8999782.000000 Penalty: 5351.645508
	Iteration 28Q: 3 clusters Score -8999782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -8999814.000000 Penalty: 5351.645508
	Iteration 29Q: 3 clusters Score -8999814 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -8999841.000000 Penalty: 5351.645508
	Iteration 30Q: 3 clusters Score -8999841 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -8999897.000000 Penalty: 5351.645508
	Iteration 31Q: 3 clusters Score -8999897 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -8999911.000000 Penalty: 5351.645508
	Iteration 32Q: 3 clusters Score -8999911 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -8999921.000000 Penalty: 5351.645508
	Iteration 33Q: 3 clusters Score -8999921 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -8999936.000000 Penalty: 5351.645508
	Iteration 34Q: 3 clusters Score -8999936 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -8999938.000000 Penalty: 5351.645508
	Iteration 35Q: 3 clusters Score -8999938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -8999956.000000 Penalty: 5351.645508
	Iteration 36Q: 3 clusters Score -8999956 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -8999957.000000 Penalty: 5351.645508
	Iteration 37Q: 3 clusters Score -8999957 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -8999962.000000 Penalty: 5351.645508
	Iteration 38Q: 3 clusters Score -8999962 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -8999992.000000 Penalty: 5351.645508
	Iteration 39Q: 3 clusters Score -8999992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -9000008.000000 Penalty: 5351.645508
	Iteration 40F: 3 clusters Score -9000008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -9000019.000000 Penalty: 5351.645508
	Iteration 41Q: 3 clusters Score -9000019 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -9000026.000000 Penalty: 5351.645508
	Iteration 42Q: 3 clusters Score -9000026 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -9000050.000000 Penalty: 5351.645508
	Iteration 43Q: 3 clusters Score -9000050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -9000068.000000 Penalty: 5351.645508
	Iteration 44Q: 3 clusters Score -9000068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -9000084.000000 Penalty: 5351.645508
	Iteration 45Q: 3 clusters Score -9000084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -9000061.000000 Penalty: 5351.645508
	Iteration 46Q: 3 clusters Score -9000061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -9000077.000000 Penalty: 5351.645508
	Iteration 47Q: 3 clusters Score -9000077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -9000082.000000 Penalty: 5351.645508
	Iteration 48Q: 3 clusters Score -9000082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -9000087.000000 Penalty: 5351.645508
	Iteration 49Q: 3 clusters Score -9000087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -9000086.000000 Penalty: 5351.645508
	Iteration 50Q: 3 clusters Score -9000086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -9000077.000000 Penalty: 5351.645508
	Iteration 51Q: 3 clusters Score -9000077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -9000074.000000 Penalty: 5351.645508
	Iteration 52Q: 3 clusters Score -9000074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -9000076.000000 Penalty: 5351.645508
	Iteration 53Q: 3 clusters Score -9000076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -9000079.000000 Penalty: 5351.645508
	Iteration 54Q: 3 clusters Score -9000079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -9000073.000000 Penalty: 5351.645508
	Iteration 55Q: 3 clusters Score -9000073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -9000065.000000 Penalty: 5351.645508
	Iteration 56Q: 3 clusters Score -9000065 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9000075 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -9000087.000000 Penalty: 5351.645508
	Iteration 58Q: 3 clusters Score -9000087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -9000082.000000 Penalty: 5351.645508
	Iteration 59Q: 3 clusters Score -9000082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -9000079.000000 Penalty: 5351.645508
	Iteration 60F: 3 clusters Score -9000079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -9000084.000000 Penalty: 5351.645508
	Iteration 61Q: 3 clusters Score -9000084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -9000085.000000 Penalty: 5351.645508
	Iteration 62Q: 3 clusters Score -9000085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -9000095.000000 Penalty: 5351.645508
	Iteration 63Q: 3 clusters Score -9000095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -9000099.000000 Penalty: 5351.645508
	Iteration 64Q: 3 clusters Score -9000099 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9000095 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9000095 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9000099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9000089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9000086 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9000084 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -9000072.000000 Penalty: 5351.645508
	Iteration 71Q: 3 clusters Score -9000072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9000072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -9000073.000000 Penalty: 5351.645508
	Iteration 73Q: 3 clusters Score -9000073 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -9000069.000000 Penalty: 5351.645508
	Iteration 74Q: 3 clusters Score -9000069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -9000077.000000 Penalty: 5351.645508
	Iteration 75Q: 3 clusters Score -9000077 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9000079 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9000079 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9000086 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -9000082.000000 Penalty: 5351.645508
	Iteration 79Q: 3 clusters Score -9000082 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -9000083.000000 Penalty: 5351.645508
	Iteration 80F: 3 clusters Score -9000083 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9000088 nChanged 7
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9000082 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9000067 nChanged 7
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9000070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -9000074.000000 Penalty: 5351.645508
	Iteration 85Q: 3 clusters Score -9000074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -9000083.000000 Penalty: 5351.645508
	Iteration 86Q: 3 clusters Score -9000083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -9000094.000000 Penalty: 5351.645508
	Iteration 87Q: 3 clusters Score -9000094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -9000091.000000 Penalty: 5351.645508
	Iteration 88Q: 3 clusters Score -9000091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9000092.000000 Penalty: 5351.645508
	Iteration 89Q: 3 clusters Score -9000092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -9000090.000000 Penalty: 5351.645508
	Iteration 90Q: 3 clusters Score -9000090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -9000090.000000 Penalty: 5351.645508
	Iteration 91F: 3 clusters Score -9000090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Entering Unmasked Estep 
Score: -8719512.000000 Penalty: 2667.135498
	Iteration 0F: 2 clusters Score -8719512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8689374.000000 Penalty: 5334.270996
	Iteration 0F: 3 clusters Score -8689374 nChanged 21545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -8701137.000000 Penalty: 5334.270996
	Iteration 1F: 3 clusters Score -8701137 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -8701801.000000 Penalty: 5334.270996
	Iteration 2Q: 3 clusters Score -8701801 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -8702749.000000 Penalty: 5334.270996
	Iteration 3Q: 3 clusters Score -8702749 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -8704040.000000 Penalty: 5334.270996
	Iteration 4Q: 3 clusters Score -8704040 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -8705828.000000 Penalty: 5334.270996
	Iteration 5F: 3 clusters Score -8705828 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -8708110.000000 Penalty: 5334.270996
	Iteration 6F: 3 clusters Score -8708110 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -8710379.000000 Penalty: 5334.270996
	Iteration 7F: 3 clusters Score -8710379 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -8712281.000000 Penalty: 5334.270996
	Iteration 8F: 3 clusters Score -8712281 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -8713673.000000 Penalty: 5334.270996
	Iteration 9Q: 3 clusters Score -8713673 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -8714595.000000 Penalty: 5334.270996
	Iteration 10Q: 3 clusters Score -8714595 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -8715284.000000 Penalty: 5334.270996
	Iteration 11Q: 3 clusters Score -8715284 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -8715741.000000 Penalty: 5334.270996
	Iteration 12Q: 3 clusters Score -8715741 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -8716073.000000 Penalty: 5334.270996
	Iteration 13Q: 3 clusters Score -8716073 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -8716293.000000 Penalty: 5334.270996
	Iteration 14Q: 3 clusters Score -8716293 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8716499.000000 Penalty: 5334.270996
	Iteration 15Q: 3 clusters Score -8716499 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8716630.000000 Penalty: 5334.270996
	Iteration 16Q: 3 clusters Score -8716630 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8716759.000000 Penalty: 5334.270996
	Iteration 17Q: 3 clusters Score -8716759 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8716861.000000 Penalty: 5334.270996
	Iteration 18Q: 3 clusters Score -8716861 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8716916.000000 Penalty: 5334.270996
	Iteration 19Q: 3 clusters Score -8716916 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8716967.000000 Penalty: 5334.270996
	Iteration 20F: 3 clusters Score -8716967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8717012.000000 Penalty: 5334.270996
	Iteration 21Q: 3 clusters Score -8717012 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8717057.000000 Penalty: 5334.270996
	Iteration 22Q: 3 clusters Score -8717057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8717101.000000 Penalty: 5334.270996
	Iteration 23Q: 3 clusters Score -8717101 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8717119.000000 Penalty: 5334.270996
	Iteration 24Q: 3 clusters Score -8717119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8717138.000000 Penalty: 5334.270996
	Iteration 25Q: 3 clusters Score -8717138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8717145.000000 Penalty: 5334.270996
	Iteration 26Q: 3 clusters Score -8717145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8717175.000000 Penalty: 5334.270996
	Iteration 27Q: 3 clusters Score -8717175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8717185.000000 Penalty: 5334.270996
	Iteration 28Q: 3 clusters Score -8717185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8717202.000000 Penalty: 5334.270996
	Iteration 29Q: 3 clusters Score -8717202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8717213.000000 Penalty: 5334.270996
	Iteration 30Q: 3 clusters Score -8717213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8717219.000000 Penalty: 5334.270996
	Iteration 31Q: 3 clusters Score -8717219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8717228.000000 Penalty: 5334.270996
	Iteration 32Q: 3 clusters Score -8717228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8717232.000000 Penalty: 5334.270996
	Iteration 33Q: 3 clusters Score -8717232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8717236.000000 Penalty: 5334.270996
	Iteration 34Q: 3 clusters Score -8717236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8717239.000000 Penalty: 5334.270996
	Iteration 35Q: 3 clusters Score -8717239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8717242.000000 Penalty: 5334.270996
	Iteration 36Q: 3 clusters Score -8717242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8717234.000000 Penalty: 5334.270996
	Iteration 37Q: 3 clusters Score -8717234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8717242.000000 Penalty: 5334.270996
	Iteration 38Q: 3 clusters Score -8717242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8717248.000000 Penalty: 5334.270996
	Iteration 39Q: 3 clusters Score -8717248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8717241.000000 Penalty: 5334.270996
	Iteration 40F: 3 clusters Score -8717241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8717249.000000 Penalty: 5334.270996
	Iteration 41Q: 3 clusters Score -8717249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8717250.000000 Penalty: 5334.270996
	Iteration 42Q: 3 clusters Score -8717250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8717256.000000 Penalty: 5334.270996
	Iteration 43Q: 3 clusters Score -8717256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8717251.000000 Penalty: 5334.270996
	Iteration 44Q: 3 clusters Score -8717251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8717260.000000 Penalty: 5334.270996
	Iteration 45Q: 3 clusters Score -8717260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8717261.000000 Penalty: 5334.270996
	Iteration 46Q: 3 clusters Score -8717261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8717265.000000 Penalty: 5334.270996
	Iteration 47Q: 3 clusters Score -8717265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8717265.000000 Penalty: 5334.270996
	Iteration 48Q: 3 clusters Score -8717265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8717267.000000 Penalty: 5334.270996
	Iteration 49Q: 3 clusters Score -8717267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8717267.000000 Penalty: 5334.270996
	Iteration 50Q: 3 clusters Score -8717267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8717267.000000 Penalty: 5334.270996
	Iteration 51F: 3 clusters Score -8717267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Entering Unmasked Estep 
Score: -8813699.000000 Penalty: 2668.766113
	Iteration 0F: 2 clusters Score -8813699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -8783154.000000 Penalty: 5337.532227
	Iteration 0F: 3 clusters Score -8783154 nChanged 21712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -8795128.000000 Penalty: 5337.532227
	Iteration 1F: 3 clusters Score -8795128 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -8795618.000000 Penalty: 5337.532227
	Iteration 2Q: 3 clusters Score -8795618 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -8796094.000000 Penalty: 5337.532227
	Iteration 3Q: 3 clusters Score -8796094 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -8796604.000000 Penalty: 5337.532227
	Iteration 4Q: 3 clusters Score -8796604 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -8797334.000000 Penalty: 5337.532227
	Iteration 5Q: 3 clusters Score -8797334 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -8798112.000000 Penalty: 5337.532227
	Iteration 6Q: 3 clusters Score -8798112 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -8799140.000000 Penalty: 5337.532227
	Iteration 7Q: 3 clusters Score -8799140 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -8800241.000000 Penalty: 5337.532227
	Iteration 8Q: 3 clusters Score -8800241 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -8801646.000000 Penalty: 5337.532227
	Iteration 9F: 3 clusters Score -8801646 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -8803193.000000 Penalty: 5337.532227
	Iteration 10F: 3 clusters Score -8803193 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -8804809.000000 Penalty: 5337.532227
	Iteration 11F: 3 clusters Score -8804809 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -8806079.000000 Penalty: 5337.532227
	Iteration 12Q: 3 clusters Score -8806079 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -8806757.000000 Penalty: 5337.532227
	Iteration 13Q: 3 clusters Score -8806757 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -8807014.000000 Penalty: 5337.532227
	Iteration 14Q: 3 clusters Score -8807014 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -8807267.000000 Penalty: 5337.532227
	Iteration 15Q: 3 clusters Score -8807267 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -8807463.000000 Penalty: 5337.532227
	Iteration 16Q: 3 clusters Score -8807463 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -8807611.000000 Penalty: 5337.532227
	Iteration 17Q: 3 clusters Score -8807611 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -8807797.000000 Penalty: 5337.532227
	Iteration 18Q: 3 clusters Score -8807797 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -8807971.000000 Penalty: 5337.532227
	Iteration 19Q: 3 clusters Score -8807971 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -8808113.000000 Penalty: 5337.532227
	Iteration 20F: 3 clusters Score -8808113 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -8808222.000000 Penalty: 5337.532227
	Iteration 21Q: 3 clusters Score -8808222 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -8808337.000000 Penalty: 5337.532227
	Iteration 22Q: 3 clusters Score -8808337 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -8808441.000000 Penalty: 5337.532227
	Iteration 23Q: 3 clusters Score -8808441 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -8808538.000000 Penalty: 5337.532227
	Iteration 24Q: 3 clusters Score -8808538 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -8808615.000000 Penalty: 5337.532227
	Iteration 25Q: 3 clusters Score -8808615 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -8808764.000000 Penalty: 5337.532227
	Iteration 26Q: 3 clusters Score -8808764 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -8808876.000000 Penalty: 5337.532227
	Iteration 27Q: 3 clusters Score -8808876 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -8808940.000000 Penalty: 5337.532227
	Iteration 28Q: 3 clusters Score -8808940 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -8809040.000000 Penalty: 5337.532227
	Iteration 29Q: 3 clusters Score -8809040 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -8809152.000000 Penalty: 5337.532227
	Iteration 30Q: 3 clusters Score -8809152 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -8809274.000000 Penalty: 5337.532227
	Iteration 31Q: 3 clusters Score -8809274 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -8809400.000000 Penalty: 5337.532227
	Iteration 32Q: 3 clusters Score -8809400 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8809465.000000 Penalty: 5337.532227
	Iteration 33Q: 3 clusters Score -8809465 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -8809556.000000 Penalty: 5337.532227
	Iteration 34Q: 3 clusters Score -8809556 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -8809658.000000 Penalty: 5337.532227
	Iteration 35Q: 3 clusters Score -8809658 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -8809778.000000 Penalty: 5337.532227
	Iteration 36Q: 3 clusters Score -8809778 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -8809947.000000 Penalty: 5337.532227
	Iteration 37Q: 3 clusters Score -8809947 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -8810044.000000 Penalty: 5337.532227
	Iteration 38Q: 3 clusters Score -8810044 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -8810139.000000 Penalty: 5337.532227
	Iteration 39Q: 3 clusters Score -8810139 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -8810231.000000 Penalty: 5337.532227
	Iteration 40F: 3 clusters Score -8810231 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -8810352.000000 Penalty: 5337.532227
	Iteration 41Q: 3 clusters Score -8810352 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -8810483.000000 Penalty: 5337.532227
	Iteration 42Q: 3 clusters Score -8810483 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -8810558.000000 Penalty: 5337.532227
	Iteration 43Q: 3 clusters Score -8810558 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8810625.000000 Penalty: 5337.532227
	Iteration 44Q: 3 clusters Score -8810625 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -8810748.000000 Penalty: 5337.532227
	Iteration 45Q: 3 clusters Score -8810748 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -8810809.000000 Penalty: 5337.532227
	Iteration 46Q: 3 clusters Score -8810809 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -8810879.000000 Penalty: 5337.532227
	Iteration 47Q: 3 clusters Score -8810879 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -8810967.000000 Penalty: 5337.532227
	Iteration 48Q: 3 clusters Score -8810967 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -8811047.000000 Penalty: 5337.532227
	Iteration 49Q: 3 clusters Score -8811047 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -8811146.000000 Penalty: 5337.532227
	Iteration 50Q: 3 clusters Score -8811146 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -8811211.000000 Penalty: 5337.532227
	Iteration 51Q: 3 clusters Score -8811211 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -8811283.000000 Penalty: 5337.532227
	Iteration 52Q: 3 clusters Score -8811283 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -8811338.000000 Penalty: 5337.532227
	Iteration 53Q: 3 clusters Score -8811338 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8811386.000000 Penalty: 5337.532227
	Iteration 54Q: 3 clusters Score -8811386 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -8811451.000000 Penalty: 5337.532227
	Iteration 55Q: 3 clusters Score -8811451 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -8811504.000000 Penalty: 5337.532227
	Iteration 56Q: 3 clusters Score -8811504 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -8811490.000000 Penalty: 5337.532227
	Iteration 57Q: 3 clusters Score -8811490 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -8811526.000000 Penalty: 5337.532227
	Iteration 58Q: 3 clusters Score -8811526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -8811568.000000 Penalty: 5337.532227
	Iteration 59Q: 3 clusters Score -8811568 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8811593.000000 Penalty: 5337.532227
	Iteration 60F: 3 clusters Score -8811593 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -8811634.000000 Penalty: 5337.532227
	Iteration 61Q: 3 clusters Score -8811634 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8811677.000000 Penalty: 5337.532227
	Iteration 62Q: 3 clusters Score -8811677 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -8811710.000000 Penalty: 5337.532227
	Iteration 63Q: 3 clusters Score -8811710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -8811754.000000 Penalty: 5337.532227
	Iteration 64Q: 3 clusters Score -8811754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -8811769.000000 Penalty: 5337.532227
	Iteration 65Q: 3 clusters Score -8811769 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -8811782.000000 Penalty: 5337.532227
	Iteration 66Q: 3 clusters Score -8811782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -8811811.000000 Penalty: 5337.532227
	Iteration 67Q: 3 clusters Score -8811811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -8811822.000000 Penalty: 5337.532227
	Iteration 68Q: 3 clusters Score -8811822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -8811812.000000 Penalty: 5337.532227
	Iteration 69Q: 3 clusters Score -8811812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -8811813.000000 Penalty: 5337.532227
	Iteration 70Q: 3 clusters Score -8811813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -8811827.000000 Penalty: 5337.532227
	Iteration 71Q: 3 clusters Score -8811827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -8811843.000000 Penalty: 5337.532227
	Iteration 72Q: 3 clusters Score -8811843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -8811865.000000 Penalty: 5337.532227
	Iteration 73Q: 3 clusters Score -8811865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -8811872.000000 Penalty: 5337.532227
	Iteration 74Q: 3 clusters Score -8811872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -8811893.000000 Penalty: 5337.532227
	Iteration 75Q: 3 clusters Score -8811893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8811894.000000 Penalty: 5337.532227
	Iteration 76Q: 3 clusters Score -8811894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -8811900.000000 Penalty: 5337.532227
	Iteration 77Q: 3 clusters Score -8811900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -8811904.000000 Penalty: 5337.532227
	Iteration 78Q: 3 clusters Score -8811904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8811901.000000 Penalty: 5337.532227
	Iteration 79Q: 3 clusters Score -8811901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -8811892.000000 Penalty: 5337.532227
	Iteration 80F: 3 clusters Score -8811892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -8811908.000000 Penalty: 5337.532227
	Iteration 81Q: 3 clusters Score -8811908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -8811924.000000 Penalty: 5337.532227
	Iteration 82Q: 3 clusters Score -8811924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -8811932.000000 Penalty: 5337.532227
	Iteration 83Q: 3 clusters Score -8811932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8811933.000000 Penalty: 5337.532227
	Iteration 84Q: 3 clusters Score -8811933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8811926.000000 Penalty: 5337.532227
	Iteration 85Q: 3 clusters Score -8811926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -8811938.000000 Penalty: 5337.532227
	Iteration 86Q: 3 clusters Score -8811938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -8811930.000000 Penalty: 5337.532227
	Iteration 87Q: 3 clusters Score -8811930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -8811938.000000 Penalty: 5337.532227
	Iteration 88Q: 3 clusters Score -8811938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -8811946.000000 Penalty: 5337.532227
	Iteration 89Q: 3 clusters Score -8811946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -8811942.000000 Penalty: 5337.532227
	Iteration 90Q: 3 clusters Score -8811942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -8811941.000000 Penalty: 5337.532227
	Iteration 91Q: 3 clusters Score -8811941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -8811944.000000 Penalty: 5337.532227
	Iteration 92Q: 3 clusters Score -8811944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -8811938.000000 Penalty: 5337.532227
	Iteration 93Q: 3 clusters Score -8811938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -8811939.000000 Penalty: 5337.532227
	Iteration 94Q: 3 clusters Score -8811939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -8811939.000000 Penalty: 5337.532227
	Iteration 95F: 3 clusters Score -8811939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Entering Unmasked Estep 
Score: -9165264.000000 Penalty: 2678.152832
	Iteration 0F: 2 clusters Score -9165264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -9134171.000000 Penalty: 5356.305664
	Iteration 0F: 3 clusters Score -9134171 nChanged 22458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -9146405.000000 Penalty: 5356.305664
	Iteration 1F: 3 clusters Score -9146405 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -9146960.000000 Penalty: 5356.305664
	Iteration 2Q: 3 clusters Score -9146960 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -9147452.000000 Penalty: 5356.305664
	Iteration 3Q: 3 clusters Score -9147452 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -9148073.000000 Penalty: 5356.305664
	Iteration 4Q: 3 clusters Score -9148073 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -9148912.000000 Penalty: 5356.305664
	Iteration 5Q: 3 clusters Score -9148912 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -9149954.000000 Penalty: 5356.305664
	Iteration 6Q: 3 clusters Score -9149954 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -9151464.000000 Penalty: 5356.305664
	Iteration 7F: 3 clusters Score -9151464 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -9153603.000000 Penalty: 5356.305664
	Iteration 8F: 3 clusters Score -9153603 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -9156132.000000 Penalty: 5356.305664
	Iteration 9F: 3 clusters Score -9156132 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -9158462.000000 Penalty: 5356.305664
	Iteration 10F: 3 clusters Score -9158462 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -9160242.000000 Penalty: 5356.305664
	Iteration 11Q: 3 clusters Score -9160242 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -9161541.000000 Penalty: 5356.305664
	Iteration 12Q: 3 clusters Score -9161541 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -9162361.000000 Penalty: 5356.305664
	Iteration 13Q: 3 clusters Score -9162361 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -9162763.000000 Penalty: 5356.305664
	Iteration 14Q: 3 clusters Score -9162763 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -9162954.000000 Penalty: 5356.305664
	Iteration 15Q: 3 clusters Score -9162954 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -9163057.000000 Penalty: 5356.305664
	Iteration 16Q: 3 clusters Score -9163057 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -9163132.000000 Penalty: 5356.305664
	Iteration 17Q: 3 clusters Score -9163132 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -9163189.000000 Penalty: 5356.305664
	Iteration 18Q: 3 clusters Score -9163189 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -9163222.000000 Penalty: 5356.305664
	Iteration 19Q: 3 clusters Score -9163222 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -9163251.000000 Penalty: 5356.305664
	Iteration 20F: 3 clusters Score -9163251 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -9163279.000000 Penalty: 5356.305664
	Iteration 21Q: 3 clusters Score -9163279 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -9163283.000000 Penalty: 5356.305664
	Iteration 22Q: 3 clusters Score -9163283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -9163302.000000 Penalty: 5356.305664
	Iteration 23Q: 3 clusters Score -9163302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -9163310.000000 Penalty: 5356.305664
	Iteration 24Q: 3 clusters Score -9163310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -9163313.000000 Penalty: 5356.305664
	Iteration 25Q: 3 clusters Score -9163313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -9163317.000000 Penalty: 5356.305664
	Iteration 26Q: 3 clusters Score -9163317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -9163335.000000 Penalty: 5356.305664
	Iteration 27Q: 3 clusters Score -9163335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -9163332.000000 Penalty: 5356.305664
	Iteration 28Q: 3 clusters Score -9163332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -9163338.000000 Penalty: 5356.305664
	Iteration 29Q: 3 clusters Score -9163338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -9163344.000000 Penalty: 5356.305664
	Iteration 30Q: 3 clusters Score -9163344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -9163360.000000 Penalty: 5356.305664
	Iteration 31Q: 3 clusters Score -9163360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -9163362.000000 Penalty: 5356.305664
	Iteration 32Q: 3 clusters Score -9163362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -9163363.000000 Penalty: 5356.305664
	Iteration 33Q: 3 clusters Score -9163363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -9163365.000000 Penalty: 5356.305664
	Iteration 34Q: 3 clusters Score -9163365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -9163364.000000 Penalty: 5356.305664
	Iteration 35Q: 3 clusters Score -9163364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -9163368.000000 Penalty: 5356.305664
	Iteration 36Q: 3 clusters Score -9163368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -9163368.000000 Penalty: 5356.305664
	Iteration 37Q: 3 clusters Score -9163368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -9163364.000000 Penalty: 5356.305664
	Iteration 38Q: 3 clusters Score -9163364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -9163367.000000 Penalty: 5356.305664
	Iteration 39Q: 3 clusters Score -9163367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -9163367.000000 Penalty: 5356.305664
	Iteration 40F: 3 clusters Score -9163367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -67266.882812 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -67266.88 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 169 members 
Entering Unmasked Estep 
Score: -65921.171875 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -65921.17 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66102.914062 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -66102.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -66184.171875 Penalty: 2979.151367
	Iteration 2F: 3 clusters Score -66184.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66227.828125 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -66227.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -66247.023438 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -66247.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -66265.601562 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -66265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -66268.945312 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -66268.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -66272.140625 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -66272.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -66280.820312 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -66280.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -66304.812500 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -66304.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -66311.562500 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -66311.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -66316.398438 Penalty: 2979.151367
	Iteration 11Q: 3 clusters Score -66316.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -66316.398438 Penalty: 2979.151367
	Iteration 12F: 3 clusters Score -66316.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Entering Unmasked Estep 
Score: -6030855.000000 Penalty: 2576.341309
	Iteration 0F: 2 clusters Score -6030855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -6008763.500000 Penalty: 5152.682617
	Iteration 0F: 3 clusters Score -6008764 nChanged 14822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -6016725.000000 Penalty: 5152.682617
	Iteration 1F: 3 clusters Score -6016725 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -6017080.000000 Penalty: 5152.682617
	Iteration 2Q: 3 clusters Score -6017080 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -6017384.500000 Penalty: 5152.682617
	Iteration 3Q: 3 clusters Score -6017384 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -6017703.500000 Penalty: 5152.682617
	Iteration 4Q: 3 clusters Score -6017704 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -6018044.500000 Penalty: 5152.682617
	Iteration 5Q: 3 clusters Score -6018044 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -6018446.000000 Penalty: 5152.682617
	Iteration 6Q: 3 clusters Score -6018446 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -6018917.500000 Penalty: 5152.682617
	Iteration 7Q: 3 clusters Score -6018918 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -6019641.500000 Penalty: 5152.682617
	Iteration 8Q: 3 clusters Score -6019642 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -6020705.000000 Penalty: 5152.682617
	Iteration 9F: 3 clusters Score -6020705 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -6022123.500000 Penalty: 5152.682617
	Iteration 10F: 3 clusters Score -6022124 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -6023736.000000 Penalty: 5152.682617
	Iteration 11F: 3 clusters Score -6023736 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -6025294.500000 Penalty: 5152.682617
	Iteration 12F: 3 clusters Score -6025294 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -6026507.500000 Penalty: 5152.682617
	Iteration 13Q: 3 clusters Score -6026508 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -6027290.000000 Penalty: 5152.682617
	Iteration 14Q: 3 clusters Score -6027290 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -6027761.500000 Penalty: 5152.682617
	Iteration 15Q: 3 clusters Score -6027762 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -6028092.500000 Penalty: 5152.682617
	Iteration 16Q: 3 clusters Score -6028092 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -6028268.000000 Penalty: 5152.682617
	Iteration 17Q: 3 clusters Score -6028268 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -6028359.000000 Penalty: 5152.682617
	Iteration 18Q: 3 clusters Score -6028359 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -6028412.000000 Penalty: 5152.682617
	Iteration 19Q: 3 clusters Score -6028412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -6028457.000000 Penalty: 5152.682617
	Iteration 20F: 3 clusters Score -6028457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -6028499.000000 Penalty: 5152.682617
	Iteration 21Q: 3 clusters Score -6028499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -6028520.500000 Penalty: 5152.682617
	Iteration 22Q: 3 clusters Score -6028520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -6028534.000000 Penalty: 5152.682617
	Iteration 23Q: 3 clusters Score -6028534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -6028554.000000 Penalty: 5152.682617
	Iteration 24Q: 3 clusters Score -6028554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -6028573.000000 Penalty: 5152.682617
	Iteration 25Q: 3 clusters Score -6028573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -6028578.000000 Penalty: 5152.682617
	Iteration 26Q: 3 clusters Score -6028578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -6028592.500000 Penalty: 5152.682617
	Iteration 27Q: 3 clusters Score -6028592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -6028605.500000 Penalty: 5152.682617
	Iteration 28Q: 3 clusters Score -6028606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -6028606.000000 Penalty: 5152.682617
	Iteration 29Q: 3 clusters Score -6028606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -6028608.000000 Penalty: 5152.682617
	Iteration 30Q: 3 clusters Score -6028608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -6028610.000000 Penalty: 5152.682617
	Iteration 31Q: 3 clusters Score -6028610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -6028612.000000 Penalty: 5152.682617
	Iteration 32Q: 3 clusters Score -6028612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -6028613.000000 Penalty: 5152.682617
	Iteration 33Q: 3 clusters Score -6028613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -6028614.500000 Penalty: 5152.682617
	Iteration 34Q: 3 clusters Score -6028614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -6028613.000000 Penalty: 5152.682617
	Iteration 35Q: 3 clusters Score -6028613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -6028613.000000 Penalty: 5152.682617
	Iteration 36Q: 3 clusters Score -6028613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -6028613.000000 Penalty: 5152.682617
	Iteration 37F: 3 clusters Score -6028613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -47368.062500 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -47368.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45967.492188 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -45967.49 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46284.894531 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -46284.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46497.074219 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -46497.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46644.472656 Penalty: 3032.386475
	Iteration 3F: 3 clusters Score -46644.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46733.867188 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -46733.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46795.398438 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -46795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46833.414062 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -46833.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46860.148438 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -46860.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46862.554688 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -46862.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46867.722656 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -46867.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46874.765625 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -46874.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46874.765625 Penalty: 3032.386475
	Iteration 11F: 3 clusters Score -46874.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -19094.111328 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -19094.11 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 116 members 
Entering Unmasked Estep 
Score: -18054.359375 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -18054.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18191.287109 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -18191.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18236.890625 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -18236.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18247.583984 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18247.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18247.583984 Penalty: 2744.561279
	Iteration 4F: 3 clusters Score -18247.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -105510.562500 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -105510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103898.632812 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -103898.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -104165.664062 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -104165.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104243.273438 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -104243.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -104270.945312 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -104270.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -104288.148438 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -104288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104297.054688 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -104297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -104300.007812 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -104300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -104300.007812 Penalty: 3179.446777
	Iteration 7F: 3 clusters Score -104300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -179828.937500 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -179828.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -177961.937500 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -177961.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -178384.609375 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -178384.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -178542.109375 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -178542.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -178623.250000 Penalty: 3445.222900
	Iteration 3Q: 3 clusters Score -178623.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -178649.000000 Penalty: 3445.222900
	Iteration 4Q: 3 clusters Score -178649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -178679.968750 Penalty: 3445.222900
	Iteration 5Q: 3 clusters Score -178680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -178743.484375 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -178743.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -178804.265625 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -178804.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -178858.968750 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -178859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -178898.250000 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -178898.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -178930.281250 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -178930.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -178952.156250 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -178952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -178967.906250 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -178967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -178981.593750 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -178981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -178985.250000 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -178985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -178990.046875 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -178990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -178995.187500 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -178995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -179004.296875 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -179004.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -179018.125000 Penalty: 3445.222900
	Iteration 18Q: 3 clusters Score -179018.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -179039.703125 Penalty: 3445.222900
	Iteration 19Q: 3 clusters Score -179039.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -179075.921875 Penalty: 3445.222900
	Iteration 20F: 3 clusters Score -179075.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -179139.515625 Penalty: 3445.222900
	Iteration 21Q: 3 clusters Score -179139.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -179233.328125 Penalty: 3445.222900
	Iteration 22Q: 3 clusters Score -179233.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -179324.046875 Penalty: 3445.222900
	Iteration 23Q: 3 clusters Score -179324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -179370.687500 Penalty: 3445.222900
	Iteration 24Q: 3 clusters Score -179370.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -179412.937500 Penalty: 3445.222900
	Iteration 25Q: 3 clusters Score -179412.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -179476.671875 Penalty: 3445.222900
	Iteration 26Q: 3 clusters Score -179476.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -179498.765625 Penalty: 3445.222900
	Iteration 27Q: 3 clusters Score -179498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -179540.015625 Penalty: 3445.222900
	Iteration 28Q: 3 clusters Score -179540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -179568.937500 Penalty: 3445.222900
	Iteration 29Q: 3 clusters Score -179568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -179572.390625 Penalty: 3445.222900
	Iteration 30Q: 3 clusters Score -179572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -179573.125000 Penalty: 3445.222900
	Iteration 31Q: 3 clusters Score -179573.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -179573.218750 Penalty: 3445.222900
	Iteration 32F: 3 clusters Score -179573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -179577.250000 Penalty: 3445.222900
	Iteration 33Q: 3 clusters Score -179577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -179599.484375 Penalty: 3445.222900
	Iteration 34Q: 3 clusters Score -179599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -179654.890625 Penalty: 3445.222900
	Iteration 35Q: 3 clusters Score -179654.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -179696.500000 Penalty: 3445.222900
	Iteration 36Q: 3 clusters Score -179696.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -179733.406250 Penalty: 3445.222900
	Iteration 37Q: 3 clusters Score -179733.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -179795.281250 Penalty: 3445.222900
	Iteration 38Q: 3 clusters Score -179795.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -179868.187500 Penalty: 3445.222900
	Iteration 39Q: 3 clusters Score -179868.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -179896.671875 Penalty: 3445.222900
	Iteration 40F: 3 clusters Score -179896.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -179907.468750 Penalty: 3445.222900
	Iteration 41Q: 3 clusters Score -179907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -179914.609375 Penalty: 3445.222900
	Iteration 42Q: 3 clusters Score -179914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -179919.187500 Penalty: 3445.222900
	Iteration 43Q: 3 clusters Score -179919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -179919.937500 Penalty: 3445.222900
	Iteration 44Q: 3 clusters Score -179919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -179919.937500 Penalty: 3445.222900
	Iteration 45F: 3 clusters Score -179919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 48808 members 
Mstep: Class 3 contains 47476 members 
Mstep: Class 4 contains 50354 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 47867 members 
Mstep: Class 7 contains 16347 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 73720 members 
Mstep: Class 10 contains 48514 members 
Mstep: Class 11 contains 46844 members 
Mstep: Class 12 contains 47153 members 
Mstep: Class 13 contains 48972 members 
Mstep: Class 14 contains 406 members 
Mstep: Class 15 contains 32483 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 654 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45962 members 
Mstep: Class 22 contains 385 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2151 members 
Entering Unmasked Estep 
Score: -110134272.000000 Penalty: 79215.406250
Splitting cluster 19 changes total score from -110135976.000000 to -110134272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -71220.156250 Penalty: 1567.104126
	Iteration 0F: 2 clusters Score -71220.16 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 290 members 
Entering Unmasked Estep 
Score: -69795.390625 Penalty: 3134.208252
	Iteration 0F: 3 clusters Score -69795.39 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70262.484375 Penalty: 3134.208252
	Iteration 1F: 3 clusters Score -70262.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70577.343750 Penalty: 3134.208252
	Iteration 2F: 3 clusters Score -70577.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70740.898438 Penalty: 3134.208252
	Iteration 3F: 3 clusters Score -70740.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70812.921875 Penalty: 3134.208252
	Iteration 4Q: 3 clusters Score -70812.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70861.023438 Penalty: 3134.208252
	Iteration 5Q: 3 clusters Score -70861.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70938.843750 Penalty: 3134.208252
	Iteration 6Q: 3 clusters Score -70938.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70968.335938 Penalty: 3134.208252
	Iteration 7Q: 3 clusters Score -70968.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70976.882812 Penalty: 3134.208252
	Iteration 8Q: 3 clusters Score -70976.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70988.554688 Penalty: 3134.208252
	Iteration 9Q: 3 clusters Score -70988.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70996.117188 Penalty: 3134.208252
	Iteration 10Q: 3 clusters Score -70996.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71004.117188 Penalty: 3134.208252
	Iteration 11Q: 3 clusters Score -71004.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71012.632812 Penalty: 3134.208252
	Iteration 12Q: 3 clusters Score -71012.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71012.632812 Penalty: 3134.208252
	Iteration 13F: 3 clusters Score -71012.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Entering Unmasked Estep 
Score: -8519428.000000 Penalty: 2662.421387
	Iteration 0F: 2 clusters Score -8519428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8488977.000000 Penalty: 5324.842773
	Iteration 0F: 3 clusters Score -8488977 nChanged 21128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -8500866.000000 Penalty: 5324.842773
	Iteration 1F: 3 clusters Score -8500866 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -8501429.000000 Penalty: 5324.842773
	Iteration 2Q: 3 clusters Score -8501429 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -8502100.000000 Penalty: 5324.842773
	Iteration 3Q: 3 clusters Score -8502100 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -8502975.000000 Penalty: 5324.842773
	Iteration 4Q: 3 clusters Score -8502975 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -8504476.000000 Penalty: 5324.842773
	Iteration 5F: 3 clusters Score -8504476 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -8506924.000000 Penalty: 5324.842773
	Iteration 6F: 3 clusters Score -8506924 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -8510091.000000 Penalty: 5324.842773
	Iteration 7F: 3 clusters Score -8510091 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -8513418.000000 Penalty: 5324.842773
	Iteration 8F: 3 clusters Score -8513418 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -8515534.000000 Penalty: 5324.842773
	Iteration 9Q: 3 clusters Score -8515534 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -8516416.000000 Penalty: 5324.842773
	Iteration 10Q: 3 clusters Score -8516416 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -8516728.000000 Penalty: 5324.842773
	Iteration 11Q: 3 clusters Score -8516728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -8516890.000000 Penalty: 5324.842773
	Iteration 12Q: 3 clusters Score -8516890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -8516969.000000 Penalty: 5324.842773
	Iteration 13Q: 3 clusters Score -8516969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8517008.000000 Penalty: 5324.842773
	Iteration 14Q: 3 clusters Score -8517008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -8517043.000000 Penalty: 5324.842773
	Iteration 15Q: 3 clusters Score -8517043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -8517043.000000 Penalty: 5324.842773
	Iteration 16Q: 3 clusters Score -8517043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -8517056.000000 Penalty: 5324.842773
	Iteration 17Q: 3 clusters Score -8517056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -8517056.000000 Penalty: 5324.842773
	Iteration 18Q: 3 clusters Score -8517056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -8517059.000000 Penalty: 5324.842773
	Iteration 19Q: 3 clusters Score -8517059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -8517058.000000 Penalty: 5324.842773
	Iteration 20F: 3 clusters Score -8517058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -8517059.000000 Penalty: 5324.842773
	Iteration 21Q: 3 clusters Score -8517059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8517062.000000 Penalty: 5324.842773
	Iteration 22Q: 3 clusters Score -8517062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8517063.000000 Penalty: 5324.842773
	Iteration 23Q: 3 clusters Score -8517063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8517063.000000 Penalty: 5324.842773
	Iteration 24F: 3 clusters Score -8517063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -73990.210938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -73990.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72499.781250 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -72499.78 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72806.039062 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -72806.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73018.804688 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -73018.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73170.515625 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -73170.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73266.492188 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -73266.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73436.351562 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -73436.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73502.765625 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -73502.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73525.421875 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -73525.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73555.601562 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -73555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73569.140625 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -73569.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73583.656250 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -73583.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73590.039062 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -73590.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73595.789062 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -73595.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73599.054688 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -73599.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73604.859375 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -73604.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73609.023438 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -73609.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73614.320312 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -73614.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73619.546875 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -73619.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73630.085938 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -73630.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73636.117188 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -73636.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73647.382812 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -73647.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73656.023438 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -73656.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73662.937500 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -73662.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73667.234375 Penalty: 3122.451904
	Iteration 23Q: 3 clusters Score -73667.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73671.226562 Penalty: 3122.451904
	Iteration 24Q: 3 clusters Score -73671.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73691.656250 Penalty: 3122.451904
	Iteration 25Q: 3 clusters Score -73691.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73703.164062 Penalty: 3122.451904
	Iteration 26Q: 3 clusters Score -73703.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73707.335938 Penalty: 3122.451904
	Iteration 27Q: 3 clusters Score -73707.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73709.812500 Penalty: 3122.451904
	Iteration 28Q: 3 clusters Score -73709.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73719.796875 Penalty: 3122.451904
	Iteration 29Q: 3 clusters Score -73719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73745.742188 Penalty: 3122.451904
	Iteration 30Q: 3 clusters Score -73745.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73758.109375 Penalty: 3122.451904
	Iteration 31Q: 3 clusters Score -73758.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73764.242188 Penalty: 3122.451904
	Iteration 32Q: 3 clusters Score -73764.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73764.242188 Penalty: 3122.451904
	Iteration 33F: 3 clusters Score -73764.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -396459.406250 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -396459.4 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 1079 members 
Entering Unmasked Estep 
Score: -393753.843750 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -393753.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -394239.718750 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -394239.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -394346.281250 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -394346.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -394410.031250 Penalty: 3806.149170
	Iteration 3Q: 3 clusters Score -394410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -394461.187500 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -394461.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -394496.812500 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -394496.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -394520.406250 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -394520.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -394534.875000 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -394534.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -394543.750000 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -394543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -394549.156250 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -394549.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -394554.156250 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -394554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -394559.031250 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -394559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -394561.437500 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -394561.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -394562.343750 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -394562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -394563.062500 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -394563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -394563.093750 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -394563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -394563.593750 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -394563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -394564.000000 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -394564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -394564.000000 Penalty: 3806.149170
	Iteration 18F: 3 clusters Score -394564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 48808 members 
Mstep: Class 3 contains 47476 members 
Mstep: Class 4 contains 50354 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 47867 members 
Mstep: Class 7 contains 16347 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 73720 members 
Mstep: Class 10 contains 48514 members 
Mstep: Class 11 contains 46844 members 
Mstep: Class 12 contains 47153 members 
Mstep: Class 13 contains 48972 members 
Mstep: Class 14 contains 406 members 
Mstep: Class 15 contains 32483 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1039 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45962 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136352.000000 Penalty: 75914.765625
Iteration 79Q: 24 clusters Score -1.101364e+08 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 49095 members 
Mstep: Class 3 contains 47592 members 
Mstep: Class 4 contains 50310 members 
Mstep: Class 5 contains 2065 members 
Mstep: Class 6 contains 47881 members 
Mstep: Class 7 contains 17043 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 72375 members 
Mstep: Class 10 contains 48417 members 
Mstep: Class 11 contains 46947 members 
Mstep: Class 12 contains 47614 members 
Mstep: Class 13 contains 48932 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 32688 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45965 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136840.000000 Penalty: 75914.765625
Iteration 80F: 24 clusters Score -1.101368e+08 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 49268 members 
Mstep: Class 3 contains 47730 members 
Mstep: Class 4 contains 50398 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 47917 members 
Mstep: Class 7 contains 17775 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 70895 members 
Mstep: Class 10 contains 48330 members 
Mstep: Class 11 contains 46966 members 
Mstep: Class 12 contains 48064 members 
Mstep: Class 13 contains 48916 members 
Mstep: Class 14 contains 406 members 
Mstep: Class 15 contains 33052 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 46013 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137272.000000 Penalty: 75914.765625
Iteration 81Q: 24 clusters Score -1.101373e+08 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 49442 members 
Mstep: Class 3 contains 47860 members 
Mstep: Class 4 contains 50476 members 
Mstep: Class 5 contains 2090 members 
Mstep: Class 6 contains 47967 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 69300 members 
Mstep: Class 10 contains 48286 members 
Mstep: Class 11 contains 47011 members 
Mstep: Class 12 contains 48456 members 
Mstep: Class 13 contains 48926 members 
Mstep: Class 14 contains 406 members 
Mstep: Class 15 contains 33526 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1034 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 46014 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137840.000000 Penalty: 75914.765625
Iteration 82Q: 24 clusters Score -1.101378e+08 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 49518 members 
Mstep: Class 3 contains 47976 members 
Mstep: Class 4 contains 50674 members 
Mstep: Class 5 contains 2101 members 
Mstep: Class 6 contains 48071 members 
Mstep: Class 7 contains 19338 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 67698 members 
Mstep: Class 10 contains 48261 members 
Mstep: Class 11 contains 47020 members 
Mstep: Class 12 contains 48782 members 
Mstep: Class 13 contains 48907 members 
Mstep: Class 14 contains 407 members 
Mstep: Class 15 contains 34060 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 46026 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137960.000000 Penalty: 75914.765625
Iteration 83Q: 24 clusters Score -1.10138e+08 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 49620 members 
Mstep: Class 3 contains 48074 members 
Mstep: Class 4 contains 50892 members 
Mstep: Class 5 contains 2119 members 
Mstep: Class 6 contains 48148 members 
Mstep: Class 7 contains 20155 members 
Mstep: Class 8 contains 1064 members 
Mstep: Class 9 contains 65991 members 
Mstep: Class 10 contains 48214 members 
Mstep: Class 11 contains 47019 members 
Mstep: Class 12 contains 49032 members 
Mstep: Class 13 contains 48892 members 
Mstep: Class 14 contains 407 members 
Mstep: Class 15 contains 34666 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1031 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 46054 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138400.000000 Penalty: 75914.765625
Iteration 84Q: 24 clusters Score -1.101384e+08 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 49726 members 
Mstep: Class 3 contains 48209 members 
Mstep: Class 4 contains 51126 members 
Mstep: Class 5 contains 2141 members 
Mstep: Class 6 contains 48174 members 
Mstep: Class 7 contains 20938 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 64228 members 
Mstep: Class 10 contains 48221 members 
Mstep: Class 11 contains 47067 members 
Mstep: Class 12 contains 49109 members 
Mstep: Class 13 contains 48940 members 
Mstep: Class 14 contains 407 members 
Mstep: Class 15 contains 35401 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1031 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 46028 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138696.000000 Penalty: 75914.765625
Iteration 85Q: 24 clusters Score -1.101387e+08 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 49885 members 
Mstep: Class 3 contains 48331 members 
Mstep: Class 4 contains 51331 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 48223 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 1068 members 
Mstep: Class 9 contains 62473 members 
Mstep: Class 10 contains 48217 members 
Mstep: Class 11 contains 47130 members 
Mstep: Class 12 contains 49163 members 
Mstep: Class 13 contains 48907 members 
Mstep: Class 14 contains 407 members 
Mstep: Class 15 contains 36202 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1030 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45942 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139392.000000 Penalty: 75914.765625
Iteration 86Q: 24 clusters Score -1.101394e+08 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 50078 members 
Mstep: Class 3 contains 48453 members 
Mstep: Class 4 contains 51517 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 48283 members 
Mstep: Class 7 contains 22363 members 
Mstep: Class 8 contains 1069 members 
Mstep: Class 9 contains 60721 members 
Mstep: Class 10 contains 48232 members 
Mstep: Class 11 contains 47140 members 
Mstep: Class 12 contains 49168 members 
Mstep: Class 13 contains 48886 members 
Mstep: Class 14 contains 407 members 
Mstep: Class 15 contains 37053 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45852 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139976.000000 Penalty: 75914.765625
Iteration 87Q: 24 clusters Score -1.1014e+08 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 50200 members 
Mstep: Class 3 contains 48503 members 
Mstep: Class 4 contains 51661 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 48407 members 
Mstep: Class 7 contains 23049 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 59045 members 
Mstep: Class 10 contains 48186 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 49209 members 
Mstep: Class 13 contains 48866 members 
Mstep: Class 14 contains 407 members 
Mstep: Class 15 contains 37937 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45776 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 24 clusters Score -1.101403e+08 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 50227 members 
Mstep: Class 3 contains 48520 members 
Mstep: Class 4 contains 51814 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 48474 members 
Mstep: Class 7 contains 23677 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 57493 members 
Mstep: Class 10 contains 48154 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 49191 members 
Mstep: Class 13 contains 48860 members 
Mstep: Class 14 contains 406 members 
Mstep: Class 15 contains 38872 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45736 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2293 members 
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Iteration 89Q: 24 clusters Score -1.101408e+08 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 50290 members 
Mstep: Class 3 contains 48578 members 
Mstep: Class 4 contains 51931 members 
Mstep: Class 5 contains 2233 members 
Mstep: Class 6 contains 48524 members 
Mstep: Class 7 contains 24241 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 56084 members 
Mstep: Class 10 contains 48116 members 
Mstep: Class 11 contains 47115 members 
Mstep: Class 12 contains 49138 members 
Mstep: Class 13 contains 48838 members 
Mstep: Class 14 contains 406 members 
Mstep: Class 15 contains 39804 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1030 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45676 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2316 members 
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Iteration 90Q: 24 clusters Score -1.101417e+08 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 50280 members 
Mstep: Class 3 contains 48577 members 
Mstep: Class 4 contains 52046 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 48501 members 
Mstep: Class 7 contains 24801 members 
Mstep: Class 8 contains 1078 members 
Mstep: Class 9 contains 54823 members 
Mstep: Class 10 contains 48128 members 
Mstep: Class 11 contains 47084 members 
Mstep: Class 12 contains 49127 members 
Mstep: Class 13 contains 48804 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 40721 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1032 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45580 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2340 members 
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Iteration 91Q: 24 clusters Score -1.101429e+08 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 50295 members 
Mstep: Class 3 contains 48597 members 
Mstep: Class 4 contains 52042 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 48480 members 
Mstep: Class 7 contains 25298 members 
Mstep: Class 8 contains 1079 members 
Mstep: Class 9 contains 53753 members 
Mstep: Class 10 contains 48205 members 
Mstep: Class 11 contains 47092 members 
Mstep: Class 12 contains 49047 members 
Mstep: Class 13 contains 48760 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 41639 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45481 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2344 members 
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Iteration 92Q: 24 clusters Score -1.101437e+08 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 50316 members 
Mstep: Class 3 contains 48563 members 
Mstep: Class 4 contains 52105 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 48439 members 
Mstep: Class 7 contains 25805 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 52901 members 
Mstep: Class 10 contains 48330 members 
Mstep: Class 11 contains 47077 members 
Mstep: Class 12 contains 48885 members 
Mstep: Class 13 contains 48639 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 42476 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45335 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2349 members 
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Iteration 93Q: 24 clusters Score -1.101444e+08 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 50321 members 
Mstep: Class 3 contains 48564 members 
Mstep: Class 4 contains 52060 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 48442 members 
Mstep: Class 7 contains 26229 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 52225 members 
Mstep: Class 10 contains 48402 members 
Mstep: Class 11 contains 47030 members 
Mstep: Class 12 contains 48771 members 
Mstep: Class 13 contains 48570 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 43265 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45187 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 2367 members 
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Iteration 94Q: 24 clusters Score -1.101448e+08 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 50182 members 
Mstep: Class 3 contains 48553 members 
Mstep: Class 4 contains 52087 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 48387 members 
Mstep: Class 7 contains 26625 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 51644 members 
Mstep: Class 10 contains 48548 members 
Mstep: Class 11 contains 46932 members 
Mstep: Class 12 contains 48726 members 
Mstep: Class 13 contains 48530 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 43996 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 45060 members 
Mstep: Class 23 contains 541 members 
Mstep: Class 24 contains 2383 members 
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Iteration 95Q: 24 clusters Score -1.101452e+08 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 50094 members 
Mstep: Class 3 contains 48568 members 
Mstep: Class 4 contains 52046 members 
Mstep: Class 5 contains 2304 members 
Mstep: Class 6 contains 48325 members 
Mstep: Class 7 contains 27007 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 51178 members 
Mstep: Class 10 contains 48603 members 
Mstep: Class 11 contains 46796 members 
Mstep: Class 12 contains 48674 members 
Mstep: Class 13 contains 48482 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 44651 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44993 members 
Mstep: Class 23 contains 541 members 
Mstep: Class 24 contains 2411 members 
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Iteration 96Q: 24 clusters Score -1.10146e+08 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 50006 members 
Mstep: Class 3 contains 48550 members 
Mstep: Class 4 contains 51907 members 
Mstep: Class 5 contains 2311 members 
Mstep: Class 6 contains 48307 members 
Mstep: Class 7 contains 27373 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 50830 members 
Mstep: Class 10 contains 48675 members 
Mstep: Class 11 contains 46600 members 
Mstep: Class 12 contains 48623 members 
Mstep: Class 13 contains 48501 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 45305 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44926 members 
Mstep: Class 23 contains 541 members 
Mstep: Class 24 contains 2428 members 
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Iteration 97Q: 24 clusters Score -1.101465e+08 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 49901 members 
Mstep: Class 3 contains 48563 members 
Mstep: Class 4 contains 51813 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 48278 members 
Mstep: Class 7 contains 27726 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 50555 members 
Mstep: Class 10 contains 48747 members 
Mstep: Class 11 contains 46354 members 
Mstep: Class 12 contains 48619 members 
Mstep: Class 13 contains 48492 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 45902 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44861 members 
Mstep: Class 23 contains 541 members 
Mstep: Class 24 contains 2440 members 
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Iteration 98Q: 24 clusters Score -1.101474e+08 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 49791 members 
Mstep: Class 3 contains 48549 members 
Mstep: Class 4 contains 51760 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 48333 members 
Mstep: Class 7 contains 28033 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 50389 members 
Mstep: Class 10 contains 48769 members 
Mstep: Class 11 contains 46119 members 
Mstep: Class 12 contains 48616 members 
Mstep: Class 13 contains 48477 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 46386 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44762 members 
Mstep: Class 23 contains 541 members 
Mstep: Class 24 contains 2450 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -1.101482e+08 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 49727 members 
Mstep: Class 3 contains 48517 members 
Mstep: Class 4 contains 51758 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 48358 members 
Mstep: Class 7 contains 28287 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 50402 members 
Mstep: Class 10 contains 48764 members 
Mstep: Class 11 contains 45849 members 
Mstep: Class 12 contains 48626 members 
Mstep: Class 13 contains 48459 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 46730 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44668 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2458 members 
Entering Unmasked Estep 
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Iteration 100F: 24 clusters Score -1.101486e+08 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 49707 members 
Mstep: Class 3 contains 48483 members 
Mstep: Class 4 contains 51754 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 48339 members 
Mstep: Class 7 contains 28521 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 50433 members 
Mstep: Class 10 contains 48748 members 
Mstep: Class 11 contains 45579 members 
Mstep: Class 12 contains 48674 members 
Mstep: Class 13 contains 48388 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47092 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44580 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2473 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -1.101491e+08 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 49679 members 
Mstep: Class 3 contains 48415 members 
Mstep: Class 4 contains 51733 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 48310 members 
Mstep: Class 7 contains 28712 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 50537 members 
Mstep: Class 10 contains 48747 members 
Mstep: Class 11 contains 45348 members 
Mstep: Class 12 contains 48720 members 
Mstep: Class 13 contains 48362 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47416 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44451 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2506 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -1.101492e+08 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 49639 members 
Mstep: Class 3 contains 48348 members 
Mstep: Class 4 contains 51665 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 48347 members 
Mstep: Class 7 contains 28867 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 50733 members 
Mstep: Class 10 contains 48731 members 
Mstep: Class 11 contains 45113 members 
Mstep: Class 12 contains 48748 members 
Mstep: Class 13 contains 48376 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47631 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44421 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2523 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -1.101504e+08 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 49600 members 
Mstep: Class 3 contains 48270 members 
Mstep: Class 4 contains 51619 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 48422 members 
Mstep: Class 7 contains 29017 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 50919 members 
Mstep: Class 10 contains 48684 members 
Mstep: Class 11 contains 44931 members 
Mstep: Class 12 contains 48716 members 
Mstep: Class 13 contains 48309 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47837 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44416 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2539 members 
Entering Unmasked Estep 
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Iteration 104Q: 24 clusters Score -1.101507e+08 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 49493 members 
Mstep: Class 3 contains 48182 members 
Mstep: Class 4 contains 51578 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 48540 members 
Mstep: Class 7 contains 29131 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 51098 members 
Mstep: Class 10 contains 48687 members 
Mstep: Class 11 contains 44770 members 
Mstep: Class 12 contains 48672 members 
Mstep: Class 13 contains 48319 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 48020 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44354 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2542 members 
Entering Unmasked Estep 
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Iteration 105Q: 24 clusters Score -1.101507e+08 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 49434 members 
Mstep: Class 3 contains 48091 members 
Mstep: Class 4 contains 51530 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 48640 members 
Mstep: Class 7 contains 29228 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 51302 members 
Mstep: Class 10 contains 48665 members 
Mstep: Class 11 contains 44628 members 
Mstep: Class 12 contains 48651 members 
Mstep: Class 13 contains 48324 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 48102 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44335 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2540 members 
Entering Unmasked Estep 
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Iteration 106Q: 24 clusters Score -1.101507e+08 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 49417 members 
Mstep: Class 3 contains 48039 members 
Mstep: Class 4 contains 51486 members 
Mstep: Class 5 contains 2383 members 
Mstep: Class 6 contains 48629 members 
Mstep: Class 7 contains 29329 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 51497 members 
Mstep: Class 10 contains 48656 members 
Mstep: Class 11 contains 44524 members 
Mstep: Class 12 contains 48625 members 
Mstep: Class 13 contains 48381 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 48121 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44332 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2553 members 
Entering Unmasked Estep 
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Iteration 107Q: 24 clusters Score -1.101508e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 49365 members 
Mstep: Class 3 contains 48010 members 
Mstep: Class 4 contains 51481 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 6 contains 48640 members 
Mstep: Class 7 contains 29393 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 51668 members 
Mstep: Class 10 contains 48679 members 
Mstep: Class 11 contains 44436 members 
Mstep: Class 12 contains 48643 members 
Mstep: Class 13 contains 48411 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 48079 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44318 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2557 members 
Entering Unmasked Estep 
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Iteration 108Q: 24 clusters Score -1.10151e+08 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 49304 members 
Mstep: Class 3 contains 47966 members 
Mstep: Class 4 contains 51469 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 48753 members 
Mstep: Class 7 contains 29438 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 51814 members 
Mstep: Class 10 contains 48651 members 
Mstep: Class 11 contains 44360 members 
Mstep: Class 12 contains 48650 members 
Mstep: Class 13 contains 48411 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 48034 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44333 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2573 members 
Entering Unmasked Estep 
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Iteration 109Q: 24 clusters Score -1.101513e+08 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 49243 members 
Mstep: Class 3 contains 47975 members 
Mstep: Class 4 contains 51484 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 48800 members 
Mstep: Class 7 contains 29475 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 51942 members 
Mstep: Class 10 contains 48620 members 
Mstep: Class 11 contains 44327 members 
Mstep: Class 12 contains 48662 members 
Mstep: Class 13 contains 48440 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47946 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44355 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2567 members 
Entering Unmasked Estep 
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Iteration 110Q: 24 clusters Score -1.101516e+08 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 49176 members 
Mstep: Class 3 contains 48003 members 
Mstep: Class 4 contains 51493 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 48802 members 
Mstep: Class 7 contains 29515 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 52074 members 
Mstep: Class 10 contains 48578 members 
Mstep: Class 11 contains 44319 members 
Mstep: Class 12 contains 48695 members 
Mstep: Class 13 contains 48474 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47870 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44396 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2558 members 
Entering Unmasked Estep 
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Iteration 111Q: 24 clusters Score -1.10152e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 49125 members 
Mstep: Class 3 contains 48051 members 
Mstep: Class 4 contains 51552 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 48837 members 
Mstep: Class 7 contains 29555 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 52180 members 
Mstep: Class 10 contains 48553 members 
Mstep: Class 11 contains 44307 members 
Mstep: Class 12 contains 48706 members 
Mstep: Class 13 contains 48454 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47801 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44394 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2548 members 
Entering Unmasked Estep 
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Iteration 112Q: 24 clusters Score -1.101519e+08 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 49103 members 
Mstep: Class 3 contains 48105 members 
Mstep: Class 4 contains 51516 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 6 contains 48897 members 
Mstep: Class 7 contains 29601 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 52251 members 
Mstep: Class 10 contains 48506 members 
Mstep: Class 11 contains 44306 members 
Mstep: Class 12 contains 48715 members 
Mstep: Class 13 contains 48448 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47790 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44411 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2537 members 
Entering Unmasked Estep 
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Iteration 113Q: 24 clusters Score -1.10152e+08 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 49072 members 
Mstep: Class 3 contains 48153 members 
Mstep: Class 4 contains 51470 members 
Mstep: Class 5 contains 2391 members 
Mstep: Class 6 contains 48935 members 
Mstep: Class 7 contains 29638 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 52348 members 
Mstep: Class 10 contains 48471 members 
Mstep: Class 11 contains 44341 members 
Mstep: Class 12 contains 48689 members 
Mstep: Class 13 contains 48502 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47722 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44433 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151984.000000 Penalty: 75914.765625
Iteration 114Q: 24 clusters Score -1.10152e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 49044 members 
Mstep: Class 3 contains 48190 members 
Mstep: Class 4 contains 51417 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 48995 members 
Mstep: Class 7 contains 29681 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 52423 members 
Mstep: Class 10 contains 48420 members 
Mstep: Class 11 contains 44376 members 
Mstep: Class 12 contains 48682 members 
Mstep: Class 13 contains 48523 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47629 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44514 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152064.000000 Penalty: 75914.765625
Iteration 115Q: 24 clusters Score -1.101521e+08 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 49038 members 
Mstep: Class 3 contains 48210 members 
Mstep: Class 4 contains 51403 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 49038 members 
Mstep: Class 7 contains 29729 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 52453 members 
Mstep: Class 10 contains 48376 members 
Mstep: Class 11 contains 44428 members 
Mstep: Class 12 contains 48690 members 
Mstep: Class 13 contains 48549 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47546 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44548 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152320.000000 Penalty: 75914.765625
Iteration 116Q: 24 clusters Score -1.101523e+08 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 49020 members 
Mstep: Class 3 contains 48211 members 
Mstep: Class 4 contains 51370 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 49120 members 
Mstep: Class 7 contains 29767 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 52409 members 
Mstep: Class 10 contains 48350 members 
Mstep: Class 11 contains 44466 members 
Mstep: Class 12 contains 48699 members 
Mstep: Class 13 contains 48609 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47528 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44595 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152712.000000 Penalty: 75914.765625
Iteration 117Q: 24 clusters Score -1.101527e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 49025 members 
Mstep: Class 3 contains 48201 members 
Mstep: Class 4 contains 51367 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 49161 members 
Mstep: Class 7 contains 29780 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52423 members 
Mstep: Class 10 contains 48359 members 
Mstep: Class 11 contains 44511 members 
Mstep: Class 12 contains 48723 members 
Mstep: Class 13 contains 48620 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47490 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44591 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153272.000000 Penalty: 75914.765625
Iteration 118Q: 24 clusters Score -1.101533e+08 nChanged 3346
Entering ConstructFrom: 
Score: -110153272.000000 Penalty: 75914.765625
Entering ConstructFrom: 
Trying to split cluster 1 (30419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Entering Unmasked Estep 
Score: -5669233.500000 Penalty: 2560.060059
	Iteration 0F: 2 clusters Score -5669234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -5648616.500000 Penalty: 5120.120117
	Iteration 0F: 3 clusters Score -5648616 nChanged 13718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -5656064.500000 Penalty: 5120.120117
	Iteration 1F: 3 clusters Score -5656064 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -5656616.000000 Penalty: 5120.120117
	Iteration 2Q: 3 clusters Score -5656616 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -5657217.500000 Penalty: 5120.120117
	Iteration 3Q: 3 clusters Score -5657218 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -5658034.500000 Penalty: 5120.120117
	Iteration 4Q: 3 clusters Score -5658034 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5658967.000000 Penalty: 5120.120117
	Iteration 5Q: 3 clusters Score -5658967 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -5660068.500000 Penalty: 5120.120117
	Iteration 6Q: 3 clusters Score -5660068 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -5661139.000000 Penalty: 5120.120117
	Iteration 7F: 3 clusters Score -5661139 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -5662117.500000 Penalty: 5120.120117
	Iteration 8Q: 3 clusters Score -5662118 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -5662891.500000 Penalty: 5120.120117
	Iteration 9Q: 3 clusters Score -5662892 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -5663535.000000 Penalty: 5120.120117
	Iteration 10Q: 3 clusters Score -5663535 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -5663998.000000 Penalty: 5120.120117
	Iteration 11Q: 3 clusters Score -5663998 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -5664303.000000 Penalty: 5120.120117
	Iteration 12Q: 3 clusters Score -5664303 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5664567.000000 Penalty: 5120.120117
	Iteration 13Q: 3 clusters Score -5664567 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -5664711.500000 Penalty: 5120.120117
	Iteration 14Q: 3 clusters Score -5664712 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -5664817.500000 Penalty: 5120.120117
	Iteration 15Q: 3 clusters Score -5664818 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5664866.000000 Penalty: 5120.120117
	Iteration 16Q: 3 clusters Score -5664866 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -5664869.000000 Penalty: 5120.120117
	Iteration 17Q: 3 clusters Score -5664869 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5664890.500000 Penalty: 5120.120117
	Iteration 18Q: 3 clusters Score -5664890 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -5664908.500000 Penalty: 5120.120117
	Iteration 19Q: 3 clusters Score -5664908 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5664933.500000 Penalty: 5120.120117
	Iteration 20F: 3 clusters Score -5664934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -5664950.500000 Penalty: 5120.120117
	Iteration 21Q: 3 clusters Score -5664950 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5665002.000000 Penalty: 5120.120117
	Iteration 22Q: 3 clusters Score -5665002 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -5664995.000000 Penalty: 5120.120117
	Iteration 23Q: 3 clusters Score -5664995 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5665013.000000 Penalty: 5120.120117
	Iteration 24Q: 3 clusters Score -5665013 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -5665029.000000 Penalty: 5120.120117
	Iteration 25Q: 3 clusters Score -5665029 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -5665023.000000 Penalty: 5120.120117
	Iteration 26Q: 3 clusters Score -5665023 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5665028.000000 Penalty: 5120.120117
	Iteration 27Q: 3 clusters Score -5665028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -5665054.000000 Penalty: 5120.120117
	Iteration 28Q: 3 clusters Score -5665054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -5665054.500000 Penalty: 5120.120117
	Iteration 29Q: 3 clusters Score -5665054 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5665081.500000 Penalty: 5120.120117
	Iteration 30Q: 3 clusters Score -5665082 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -5665094.500000 Penalty: 5120.120117
	Iteration 31Q: 3 clusters Score -5665094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5665120.000000 Penalty: 5120.120117
	Iteration 32Q: 3 clusters Score -5665120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -5665117.000000 Penalty: 5120.120117
	Iteration 33Q: 3 clusters Score -5665117 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -5665112.000000 Penalty: 5120.120117
	Iteration 34Q: 3 clusters Score -5665112 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -5665141.000000 Penalty: 5120.120117
	Iteration 35Q: 3 clusters Score -5665141 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -5665178.000000 Penalty: 5120.120117
	Iteration 36Q: 3 clusters Score -5665178 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -5665195.500000 Penalty: 5120.120117
	Iteration 37Q: 3 clusters Score -5665196 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -5665219.500000 Penalty: 5120.120117
	Iteration 38Q: 3 clusters Score -5665220 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -5665253.000000 Penalty: 5120.120117
	Iteration 39Q: 3 clusters Score -5665253 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -5665282.500000 Penalty: 5120.120117
	Iteration 40F: 3 clusters Score -5665282 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -5665308.500000 Penalty: 5120.120117
	Iteration 41Q: 3 clusters Score -5665308 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -5665371.000000 Penalty: 5120.120117
	Iteration 42Q: 3 clusters Score -5665371 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -5665414.000000 Penalty: 5120.120117
	Iteration 43Q: 3 clusters Score -5665414 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -5665437.000000 Penalty: 5120.120117
	Iteration 44Q: 3 clusters Score -5665437 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -5665467.000000 Penalty: 5120.120117
	Iteration 45Q: 3 clusters Score -5665467 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5665527.000000 Penalty: 5120.120117
	Iteration 46Q: 3 clusters Score -5665527 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -5665572.500000 Penalty: 5120.120117
	Iteration 47Q: 3 clusters Score -5665572 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -5665629.500000 Penalty: 5120.120117
	Iteration 48Q: 3 clusters Score -5665630 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -5665672.500000 Penalty: 5120.120117
	Iteration 49Q: 3 clusters Score -5665672 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -5665742.500000 Penalty: 5120.120117
	Iteration 50Q: 3 clusters Score -5665742 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -5665787.500000 Penalty: 5120.120117
	Iteration 51Q: 3 clusters Score -5665788 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -5665850.000000 Penalty: 5120.120117
	Iteration 52Q: 3 clusters Score -5665850 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5665925.000000 Penalty: 5120.120117
	Iteration 53Q: 3 clusters Score -5665925 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -5665965.000000 Penalty: 5120.120117
	Iteration 54Q: 3 clusters Score -5665965 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -5666016.500000 Penalty: 5120.120117
	Iteration 55Q: 3 clusters Score -5666016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -5666083.000000 Penalty: 5120.120117
	Iteration 56Q: 3 clusters Score -5666083 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -5666151.000000 Penalty: 5120.120117
	Iteration 57Q: 3 clusters Score -5666151 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -5666187.000000 Penalty: 5120.120117
	Iteration 58Q: 3 clusters Score -5666187 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -5666252.000000 Penalty: 5120.120117
	Iteration 59Q: 3 clusters Score -5666252 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -5666286.000000 Penalty: 5120.120117
	Iteration 60F: 3 clusters Score -5666286 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -5666335.500000 Penalty: 5120.120117
	Iteration 61Q: 3 clusters Score -5666336 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5666405.000000 Penalty: 5120.120117
	Iteration 62Q: 3 clusters Score -5666405 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5666466.000000 Penalty: 5120.120117
	Iteration 63Q: 3 clusters Score -5666466 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -5666535.000000 Penalty: 5120.120117
	Iteration 64Q: 3 clusters Score -5666535 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -5666588.000000 Penalty: 5120.120117
	Iteration 65Q: 3 clusters Score -5666588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -5666652.500000 Penalty: 5120.120117
	Iteration 66Q: 3 clusters Score -5666652 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -5666692.500000 Penalty: 5120.120117
	Iteration 67Q: 3 clusters Score -5666692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -5666721.000000 Penalty: 5120.120117
	Iteration 68Q: 3 clusters Score -5666721 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -5666766.500000 Penalty: 5120.120117
	Iteration 69Q: 3 clusters Score -5666766 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5666784.500000 Penalty: 5120.120117
	Iteration 70Q: 3 clusters Score -5666784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -5666817.500000 Penalty: 5120.120117
	Iteration 71Q: 3 clusters Score -5666818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -5666846.000000 Penalty: 5120.120117
	Iteration 72Q: 3 clusters Score -5666846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -5666869.000000 Penalty: 5120.120117
	Iteration 73Q: 3 clusters Score -5666869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -5666879.500000 Penalty: 5120.120117
	Iteration 74Q: 3 clusters Score -5666880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -5666894.500000 Penalty: 5120.120117
	Iteration 75Q: 3 clusters Score -5666894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -5666908.500000 Penalty: 5120.120117
	Iteration 76Q: 3 clusters Score -5666908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -5666922.000000 Penalty: 5120.120117
	Iteration 77Q: 3 clusters Score -5666922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -5666942.000000 Penalty: 5120.120117
	Iteration 78Q: 3 clusters Score -5666942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -5666947.000000 Penalty: 5120.120117
	Iteration 79Q: 3 clusters Score -5666947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -5666972.000000 Penalty: 5120.120117
	Iteration 80F: 3 clusters Score -5666972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -5666990.500000 Penalty: 5120.120117
	Iteration 81Q: 3 clusters Score -5666990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -5666995.500000 Penalty: 5120.120117
	Iteration 82Q: 3 clusters Score -5666996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -5667007.000000 Penalty: 5120.120117
	Iteration 83Q: 3 clusters Score -5667007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -5667010.500000 Penalty: 5120.120117
	Iteration 84Q: 3 clusters Score -5667010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -5667024.500000 Penalty: 5120.120117
	Iteration 85Q: 3 clusters Score -5667024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -5667030.500000 Penalty: 5120.120117
	Iteration 86Q: 3 clusters Score -5667030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -5667041.500000 Penalty: 5120.120117
	Iteration 87Q: 3 clusters Score -5667042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -5667043.500000 Penalty: 5120.120117
	Iteration 88Q: 3 clusters Score -5667044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -5667055.000000 Penalty: 5120.120117
	Iteration 89Q: 3 clusters Score -5667055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -5667064.500000 Penalty: 5120.120117
	Iteration 90Q: 3 clusters Score -5667064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -5667070.000000 Penalty: 5120.120117
	Iteration 91Q: 3 clusters Score -5667070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -5667073.000000 Penalty: 5120.120117
	Iteration 92Q: 3 clusters Score -5667073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -5667072.000000 Penalty: 5120.120117
	Iteration 93Q: 3 clusters Score -5667072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -5667075.500000 Penalty: 5120.120117
	Iteration 94Q: 3 clusters Score -5667076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -5667079.000000 Penalty: 5120.120117
	Iteration 95Q: 3 clusters Score -5667079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -5667077.000000 Penalty: 5120.120117
	Iteration 96Q: 3 clusters Score -5667077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5667084.500000 Penalty: 5120.120117
	Iteration 97Q: 3 clusters Score -5667084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -5667081.500000 Penalty: 5120.120117
	Iteration 98Q: 3 clusters Score -5667082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -5667083.500000 Penalty: 5120.120117
	Iteration 99Q: 3 clusters Score -5667084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -5667081.500000 Penalty: 5120.120117
	Iteration 100F: 3 clusters Score -5667082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -5667086.500000 Penalty: 5120.120117
	Iteration 101Q: 3 clusters Score -5667086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -5667087.500000 Penalty: 5120.120117
	Iteration 102Q: 3 clusters Score -5667088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -5667087.500000 Penalty: 5120.120117
	Iteration 103F: 3 clusters Score -5667088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Entering Unmasked Estep 
Score: -9210396.000000 Penalty: 2678.532471
	Iteration 0F: 2 clusters Score -9210396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -9179957.000000 Penalty: 5357.064941
	Iteration 0F: 3 clusters Score -9179957 nChanged 22713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -9192614.000000 Penalty: 5357.064941
	Iteration 1F: 3 clusters Score -9192614 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -9193227.000000 Penalty: 5357.064941
	Iteration 2Q: 3 clusters Score -9193227 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -9193994.000000 Penalty: 5357.064941
	Iteration 3Q: 3 clusters Score -9193994 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -9194926.000000 Penalty: 5357.064941
	Iteration 4Q: 3 clusters Score -9194926 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -9196104.000000 Penalty: 5357.064941
	Iteration 5Q: 3 clusters Score -9196104 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -9197479.000000 Penalty: 5357.064941
	Iteration 6F: 3 clusters Score -9197479 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -9199004.000000 Penalty: 5357.064941
	Iteration 7F: 3 clusters Score -9199004 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -9200554.000000 Penalty: 5357.064941
	Iteration 8F: 3 clusters Score -9200554 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -9202162.000000 Penalty: 5357.064941
	Iteration 9F: 3 clusters Score -9202162 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -9203484.000000 Penalty: 5357.064941
	Iteration 10Q: 3 clusters Score -9203484 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -9204424.000000 Penalty: 5357.064941
	Iteration 11Q: 3 clusters Score -9204424 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -9205155.000000 Penalty: 5357.064941
	Iteration 12Q: 3 clusters Score -9205155 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -9205636.000000 Penalty: 5357.064941
	Iteration 13Q: 3 clusters Score -9205636 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -9205991.000000 Penalty: 5357.064941
	Iteration 14Q: 3 clusters Score -9205991 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -9206243.000000 Penalty: 5357.064941
	Iteration 15Q: 3 clusters Score -9206243 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -9206358.000000 Penalty: 5357.064941
	Iteration 16Q: 3 clusters Score -9206358 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -9206452.000000 Penalty: 5357.064941
	Iteration 17Q: 3 clusters Score -9206452 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -9206548.000000 Penalty: 5357.064941
	Iteration 18Q: 3 clusters Score -9206548 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -9206621.000000 Penalty: 5357.064941
	Iteration 19Q: 3 clusters Score -9206621 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -9206647.000000 Penalty: 5357.064941
	Iteration 20F: 3 clusters Score -9206647 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -9206720.000000 Penalty: 5357.064941
	Iteration 21Q: 3 clusters Score -9206720 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -9206750.000000 Penalty: 5357.064941
	Iteration 22Q: 3 clusters Score -9206750 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -9206774.000000 Penalty: 5357.064941
	Iteration 23Q: 3 clusters Score -9206774 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -9206799.000000 Penalty: 5357.064941
	Iteration 24Q: 3 clusters Score -9206799 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -9206805.000000 Penalty: 5357.064941
	Iteration 25Q: 3 clusters Score -9206805 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -9206841.000000 Penalty: 5357.064941
	Iteration 26Q: 3 clusters Score -9206841 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -9206864.000000 Penalty: 5357.064941
	Iteration 27Q: 3 clusters Score -9206864 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -9206907.000000 Penalty: 5357.064941
	Iteration 28Q: 3 clusters Score -9206907 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -9206916.000000 Penalty: 5357.064941
	Iteration 29Q: 3 clusters Score -9206916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -9206954.000000 Penalty: 5357.064941
	Iteration 30Q: 3 clusters Score -9206954 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -9206969.000000 Penalty: 5357.064941
	Iteration 31Q: 3 clusters Score -9206969 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -9206997.000000 Penalty: 5357.064941
	Iteration 32Q: 3 clusters Score -9206997 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -9207008.000000 Penalty: 5357.064941
	Iteration 33Q: 3 clusters Score -9207008 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -9207034.000000 Penalty: 5357.064941
	Iteration 34Q: 3 clusters Score -9207034 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -9207054.000000 Penalty: 5357.064941
	Iteration 35Q: 3 clusters Score -9207054 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -9207064.000000 Penalty: 5357.064941
	Iteration 36Q: 3 clusters Score -9207064 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -9207059.000000 Penalty: 5357.064941
	Iteration 37Q: 3 clusters Score -9207059 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -9207097.000000 Penalty: 5357.064941
	Iteration 38Q: 3 clusters Score -9207097 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -9207123.000000 Penalty: 5357.064941
	Iteration 39Q: 3 clusters Score -9207123 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -9207130.000000 Penalty: 5357.064941
	Iteration 40F: 3 clusters Score -9207130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -9207137.000000 Penalty: 5357.064941
	Iteration 41Q: 3 clusters Score -9207137 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -9207131.000000 Penalty: 5357.064941
	Iteration 42Q: 3 clusters Score -9207131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -9207166.000000 Penalty: 5357.064941
	Iteration 43Q: 3 clusters Score -9207166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -9207176.000000 Penalty: 5357.064941
	Iteration 44Q: 3 clusters Score -9207176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -9207188.000000 Penalty: 5357.064941
	Iteration 45Q: 3 clusters Score -9207188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -9207211.000000 Penalty: 5357.064941
	Iteration 46Q: 3 clusters Score -9207211 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -9207217.000000 Penalty: 5357.064941
	Iteration 47Q: 3 clusters Score -9207217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -9207214.000000 Penalty: 5357.064941
	Iteration 48Q: 3 clusters Score -9207214 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -9207225.000000 Penalty: 5357.064941
	Iteration 49Q: 3 clusters Score -9207225 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -9207220.000000 Penalty: 5357.064941
	Iteration 50Q: 3 clusters Score -9207220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -9207251.000000 Penalty: 5357.064941
	Iteration 51Q: 3 clusters Score -9207251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -9207267.000000 Penalty: 5357.064941
	Iteration 52Q: 3 clusters Score -9207267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -9207301.000000 Penalty: 5357.064941
	Iteration 53Q: 3 clusters Score -9207301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -9207295.000000 Penalty: 5357.064941
	Iteration 54Q: 3 clusters Score -9207295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -9207310.000000 Penalty: 5357.064941
	Iteration 55Q: 3 clusters Score -9207310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -9207325.000000 Penalty: 5357.064941
	Iteration 56Q: 3 clusters Score -9207325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -9207323.000000 Penalty: 5357.064941
	Iteration 57Q: 3 clusters Score -9207323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -9207307.000000 Penalty: 5357.064941
	Iteration 58Q: 3 clusters Score -9207307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -9207316.000000 Penalty: 5357.064941
	Iteration 59Q: 3 clusters Score -9207316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -9207304.000000 Penalty: 5357.064941
	Iteration 60F: 3 clusters Score -9207304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -9207316.000000 Penalty: 5357.064941
	Iteration 61Q: 3 clusters Score -9207316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -9207319.000000 Penalty: 5357.064941
	Iteration 62Q: 3 clusters Score -9207319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -9207330.000000 Penalty: 5357.064941
	Iteration 63Q: 3 clusters Score -9207330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -9207331.000000 Penalty: 5357.064941
	Iteration 64Q: 3 clusters Score -9207331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -9207319.000000 Penalty: 5357.064941
	Iteration 65Q: 3 clusters Score -9207319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -9207325.000000 Penalty: 5357.064941
	Iteration 66Q: 3 clusters Score -9207325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -9207329.000000 Penalty: 5357.064941
	Iteration 67Q: 3 clusters Score -9207329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -9207324.000000 Penalty: 5357.064941
	Iteration 68Q: 3 clusters Score -9207324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -9207328.000000 Penalty: 5357.064941
	Iteration 69Q: 3 clusters Score -9207328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -9207334.000000 Penalty: 5357.064941
	Iteration 70Q: 3 clusters Score -9207334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -9207326.000000 Penalty: 5357.064941
	Iteration 71Q: 3 clusters Score -9207326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -9207329.000000 Penalty: 5357.064941
	Iteration 72Q: 3 clusters Score -9207329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -9207331.000000 Penalty: 5357.064941
	Iteration 73Q: 3 clusters Score -9207331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -9207326.000000 Penalty: 5357.064941
	Iteration 74Q: 3 clusters Score -9207326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -9207327.000000 Penalty: 5357.064941
	Iteration 75Q: 3 clusters Score -9207327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -9207327.000000 Penalty: 5357.064941
	Iteration 76Q: 3 clusters Score -9207327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -9207320.000000 Penalty: 5357.064941
	Iteration 77Q: 3 clusters Score -9207320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -9207333.000000 Penalty: 5357.064941
	Iteration 78Q: 3 clusters Score -9207333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -9207328.000000 Penalty: 5357.064941
	Iteration 79Q: 3 clusters Score -9207328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -9207327.000000 Penalty: 5357.064941
	Iteration 80F: 3 clusters Score -9207327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -9207332.000000 Penalty: 5357.064941
	Iteration 81Q: 3 clusters Score -9207332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -9207349.000000 Penalty: 5357.064941
	Iteration 82Q: 3 clusters Score -9207349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -9207350.000000 Penalty: 5357.064941
	Iteration 83Q: 3 clusters Score -9207350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -9207347.000000 Penalty: 5357.064941
	Iteration 84Q: 3 clusters Score -9207347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -9207333.000000 Penalty: 5357.064941
	Iteration 85Q: 3 clusters Score -9207333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -9207340.000000 Penalty: 5357.064941
	Iteration 86Q: 3 clusters Score -9207340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -9207331.000000 Penalty: 5357.064941
	Iteration 87Q: 3 clusters Score -9207331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -9207344.000000 Penalty: 5357.064941
	Iteration 88Q: 3 clusters Score -9207344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -9207340.000000 Penalty: 5357.064941
	Iteration 89Q: 3 clusters Score -9207340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -9207338.000000 Penalty: 5357.064941
	Iteration 90Q: 3 clusters Score -9207338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -9207342.000000 Penalty: 5357.064941
	Iteration 91Q: 3 clusters Score -9207342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -9207346.000000 Penalty: 5357.064941
	Iteration 92Q: 3 clusters Score -9207346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -9207354.000000 Penalty: 5357.064941
	Iteration 93Q: 3 clusters Score -9207354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -9207347.000000 Penalty: 5357.064941
	Iteration 94Q: 3 clusters Score -9207347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -9207343.000000 Penalty: 5357.064941
	Iteration 95Q: 3 clusters Score -9207343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -9207341.000000 Penalty: 5357.064941
	Iteration 96Q: 3 clusters Score -9207341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -9207340.000000 Penalty: 5357.064941
	Iteration 97Q: 3 clusters Score -9207340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -9207351.000000 Penalty: 5357.064941
	Iteration 98Q: 3 clusters Score -9207351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -9207356.000000 Penalty: 5357.064941
	Iteration 99Q: 3 clusters Score -9207356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -9207346.000000 Penalty: 5357.064941
	Iteration 100F: 3 clusters Score -9207346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -9207348.000000 Penalty: 5357.064941
	Iteration 101Q: 3 clusters Score -9207348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -9207344.000000 Penalty: 5357.064941
	Iteration 102Q: 3 clusters Score -9207344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -9207359.000000 Penalty: 5357.064941
	Iteration 103Q: 3 clusters Score -9207359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -9207368.000000 Penalty: 5357.064941
	Iteration 104Q: 3 clusters Score -9207368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -9207363.000000 Penalty: 5357.064941
	Iteration 105Q: 3 clusters Score -9207363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -9207363.000000 Penalty: 5357.064941
	Iteration 106Q: 3 clusters Score -9207363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -9207352.000000 Penalty: 5357.064941
	Iteration 107Q: 3 clusters Score -9207352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -9207363.000000 Penalty: 5357.064941
	Iteration 108Q: 3 clusters Score -9207363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -9207387.000000 Penalty: 5357.064941
	Iteration 109Q: 3 clusters Score -9207387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -9207382.000000 Penalty: 5357.064941
	Iteration 110Q: 3 clusters Score -9207382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -9207384.000000 Penalty: 5357.064941
	Iteration 111Q: 3 clusters Score -9207384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -9207385.000000 Penalty: 5357.064941
	Iteration 112Q: 3 clusters Score -9207385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -9207384.000000 Penalty: 5357.064941
	Iteration 113Q: 3 clusters Score -9207384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -9207394.000000 Penalty: 5357.064941
	Iteration 114Q: 3 clusters Score -9207394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -9207390.000000 Penalty: 5357.064941
	Iteration 115Q: 3 clusters Score -9207390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -9207390.000000 Penalty: 5357.064941
	Iteration 116Q: 3 clusters Score -9207390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -9207405.000000 Penalty: 5357.064941
	Iteration 117Q: 3 clusters Score -9207405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -9207394.000000 Penalty: 5357.064941
	Iteration 118Q: 3 clusters Score -9207394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -9207406.000000 Penalty: 5357.064941
	Iteration 119Q: 3 clusters Score -9207406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -9207384.000000 Penalty: 5357.064941
	Iteration 120F: 3 clusters Score -9207384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -9207383.000000 Penalty: 5357.064941
	Iteration 121Q: 3 clusters Score -9207383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -9207381.000000 Penalty: 5357.064941
	Iteration 122Q: 3 clusters Score -9207381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -9207381.000000 Penalty: 5357.064941
	Iteration 123Q: 3 clusters Score -9207381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -9207393.000000 Penalty: 5357.064941
	Iteration 124Q: 3 clusters Score -9207393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -9207402.000000 Penalty: 5357.064941
	Iteration 125Q: 3 clusters Score -9207402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -9207421.000000 Penalty: 5357.064941
	Iteration 126Q: 3 clusters Score -9207421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -9207421.000000 Penalty: 5357.064941
	Iteration 127Q: 3 clusters Score -9207421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -9207431.000000 Penalty: 5357.064941
	Iteration 128Q: 3 clusters Score -9207431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -9207431.000000 Penalty: 5357.064941
	Iteration 129Q: 3 clusters Score -9207431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -9207449.000000 Penalty: 5357.064941
	Iteration 130Q: 3 clusters Score -9207449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -9207450.000000 Penalty: 5357.064941
	Iteration 131Q: 3 clusters Score -9207450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -9207457.000000 Penalty: 5357.064941
	Iteration 132Q: 3 clusters Score -9207457 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -9207441.000000 Penalty: 5357.064941
	Iteration 133Q: 3 clusters Score -9207441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -9207454.000000 Penalty: 5357.064941
	Iteration 134Q: 3 clusters Score -9207454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -9207459.000000 Penalty: 5357.064941
	Iteration 135Q: 3 clusters Score -9207459 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -9207469.000000 Penalty: 5357.064941
	Iteration 136Q: 3 clusters Score -9207469 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -9207471.000000 Penalty: 5357.064941
	Iteration 137Q: 3 clusters Score -9207471 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9207469 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -9207492.000000 Penalty: 5357.064941
	Iteration 139Q: 3 clusters Score -9207492 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -9207472.000000 Penalty: 5357.064941
	Iteration 140F: 3 clusters Score -9207472 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9207472 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -9207477.000000 Penalty: 5357.064941
	Iteration 142Q: 3 clusters Score -9207477 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9207477 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -9207473.000000 Penalty: 5357.064941
	Iteration 144Q: 3 clusters Score -9207473 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -9207486.000000 Penalty: 5357.064941
	Iteration 145Q: 3 clusters Score -9207486 nChanged 36
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Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -9207484.000000 Penalty: 5357.064941
	Iteration 146Q: 3 clusters Score -9207484 nChanged 30
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Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -9207492.000000 Penalty: 5357.064941
	Iteration 147Q: 3 clusters Score -9207492 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -9207507.000000 Penalty: 5357.064941
	Iteration 148Q: 3 clusters Score -9207507 nChanged 18
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Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -9207521.000000 Penalty: 5357.064941
	Iteration 149Q: 3 clusters Score -9207521 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -9207514.000000 Penalty: 5357.064941
	Iteration 150Q: 3 clusters Score -9207514 nChanged 19
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Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -9207511.000000 Penalty: 5357.064941
	Iteration 151Q: 3 clusters Score -9207511 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -9207505.000000 Penalty: 5357.064941
	Iteration 152Q: 3 clusters Score -9207505 nChanged 10
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Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9207511 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -9207511.000000 Penalty: 5357.064941
	Iteration 154Q: 3 clusters Score -9207511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -9207513.000000 Penalty: 5357.064941
	Iteration 155Q: 3 clusters Score -9207513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -9207518.000000 Penalty: 5357.064941
	Iteration 156Q: 3 clusters Score -9207518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -9207514.000000 Penalty: 5357.064941
	Iteration 157Q: 3 clusters Score -9207514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -9207519.000000 Penalty: 5357.064941
	Iteration 158Q: 3 clusters Score -9207519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -9207516.000000 Penalty: 5357.064941
	Iteration 159Q: 3 clusters Score -9207516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -9207516.000000 Penalty: 5357.064941
	Iteration 160F: 3 clusters Score -9207516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Entering Unmasked Estep 
Score: -8928689.000000 Penalty: 2674.232910
	Iteration 0F: 2 clusters Score -8928689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -8896771.000000 Penalty: 5348.465820
	Iteration 0F: 3 clusters Score -8896771 nChanged 22302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -8909186.000000 Penalty: 5348.465820
	Iteration 1F: 3 clusters Score -8909186 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -8910157.000000 Penalty: 5348.465820
	Iteration 2Q: 3 clusters Score -8910157 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -8911496.000000 Penalty: 5348.465820
	Iteration 3Q: 3 clusters Score -8911496 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -8913041.000000 Penalty: 5348.465820
	Iteration 4F: 3 clusters Score -8913041 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -8914972.000000 Penalty: 5348.465820
	Iteration 5F: 3 clusters Score -8914972 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -8916942.000000 Penalty: 5348.465820
	Iteration 6F: 3 clusters Score -8916942 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -8919071.000000 Penalty: 5348.465820
	Iteration 7F: 3 clusters Score -8919071 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -8921019.000000 Penalty: 5348.465820
	Iteration 8F: 3 clusters Score -8921019 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -8922735.000000 Penalty: 5348.465820
	Iteration 9Q: 3 clusters Score -8922735 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -8924007.000000 Penalty: 5348.465820
	Iteration 10Q: 3 clusters Score -8924007 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8924979.000000 Penalty: 5348.465820
	Iteration 11Q: 3 clusters Score -8924979 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8925498.000000 Penalty: 5348.465820
	Iteration 12Q: 3 clusters Score -8925498 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8925851.000000 Penalty: 5348.465820
	Iteration 13Q: 3 clusters Score -8925851 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8926078.000000 Penalty: 5348.465820
	Iteration 14Q: 3 clusters Score -8926078 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8926181.000000 Penalty: 5348.465820
	Iteration 15Q: 3 clusters Score -8926181 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8926238.000000 Penalty: 5348.465820
	Iteration 16Q: 3 clusters Score -8926238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8926293.000000 Penalty: 5348.465820
	Iteration 17Q: 3 clusters Score -8926293 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8926337.000000 Penalty: 5348.465820
	Iteration 18Q: 3 clusters Score -8926337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8926381.000000 Penalty: 5348.465820
	Iteration 19Q: 3 clusters Score -8926381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8926408.000000 Penalty: 5348.465820
	Iteration 20F: 3 clusters Score -8926408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8926407.000000 Penalty: 5348.465820
	Iteration 21Q: 3 clusters Score -8926407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8926432.000000 Penalty: 5348.465820
	Iteration 22Q: 3 clusters Score -8926432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8926438.000000 Penalty: 5348.465820
	Iteration 23Q: 3 clusters Score -8926438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8926451.000000 Penalty: 5348.465820
	Iteration 24Q: 3 clusters Score -8926451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8926445.000000 Penalty: 5348.465820
	Iteration 25Q: 3 clusters Score -8926445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8926445.000000 Penalty: 5348.465820
	Iteration 26Q: 3 clusters Score -8926445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8926450.000000 Penalty: 5348.465820
	Iteration 27Q: 3 clusters Score -8926450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8926457.000000 Penalty: 5348.465820
	Iteration 28Q: 3 clusters Score -8926457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8926454.000000 Penalty: 5348.465820
	Iteration 29Q: 3 clusters Score -8926454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8926458.000000 Penalty: 5348.465820
	Iteration 30Q: 3 clusters Score -8926458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8926456.000000 Penalty: 5348.465820
	Iteration 31Q: 3 clusters Score -8926456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8926453.000000 Penalty: 5348.465820
	Iteration 32Q: 3 clusters Score -8926453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8926460.000000 Penalty: 5348.465820
	Iteration 33Q: 3 clusters Score -8926460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8926462.000000 Penalty: 5348.465820
	Iteration 34Q: 3 clusters Score -8926462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8926461.000000 Penalty: 5348.465820
	Iteration 35Q: 3 clusters Score -8926461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8926460.000000 Penalty: 5348.465820
	Iteration 36Q: 3 clusters Score -8926460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8926460.000000 Penalty: 5348.465820
	Iteration 37F: 3 clusters Score -8926460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Entering Unmasked Estep 
Score: -9624868.000000 Penalty: 2689.859131
	Iteration 0F: 2 clusters Score -9624868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -9593605.000000 Penalty: 5379.718262
	Iteration 0F: 3 clusters Score -9593605 nChanged 23796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -9606754.000000 Penalty: 5379.718262
	Iteration 1F: 3 clusters Score -9606754 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -9607240.000000 Penalty: 5379.718262
	Iteration 2Q: 3 clusters Score -9607240 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -9607720.000000 Penalty: 5379.718262
	Iteration 3Q: 3 clusters Score -9607720 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -9608237.000000 Penalty: 5379.718262
	Iteration 4Q: 3 clusters Score -9608237 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -9608802.000000 Penalty: 5379.718262
	Iteration 5Q: 3 clusters Score -9608802 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -9609526.000000 Penalty: 5379.718262
	Iteration 6Q: 3 clusters Score -9609526 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -9610697.000000 Penalty: 5379.718262
	Iteration 7Q: 3 clusters Score -9610697 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -9612413.000000 Penalty: 5379.718262
	Iteration 8F: 3 clusters Score -9612413 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -9614894.000000 Penalty: 5379.718262
	Iteration 9F: 3 clusters Score -9614894 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -9618075.000000 Penalty: 5379.718262
	Iteration 10F: 3 clusters Score -9618075 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -9620900.000000 Penalty: 5379.718262
	Iteration 11F: 3 clusters Score -9620900 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9622110.000000 Penalty: 5379.718262
	Iteration 12Q: 3 clusters Score -9622110 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9622519.000000 Penalty: 5379.718262
	Iteration 13Q: 3 clusters Score -9622519 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -9622772.000000 Penalty: 5379.718262
	Iteration 14Q: 3 clusters Score -9622772 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9622920.000000 Penalty: 5379.718262
	Iteration 15Q: 3 clusters Score -9622920 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9623111.000000 Penalty: 5379.718262
	Iteration 16Q: 3 clusters Score -9623111 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9623225.000000 Penalty: 5379.718262
	Iteration 17Q: 3 clusters Score -9623225 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9623291.000000 Penalty: 5379.718262
	Iteration 18Q: 3 clusters Score -9623291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9623333.000000 Penalty: 5379.718262
	Iteration 19Q: 3 clusters Score -9623333 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9623364.000000 Penalty: 5379.718262
	Iteration 20F: 3 clusters Score -9623364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9623437.000000 Penalty: 5379.718262
	Iteration 21Q: 3 clusters Score -9623437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9623446.000000 Penalty: 5379.718262
	Iteration 22Q: 3 clusters Score -9623446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9623471.000000 Penalty: 5379.718262
	Iteration 23Q: 3 clusters Score -9623471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9623476.000000 Penalty: 5379.718262
	Iteration 24Q: 3 clusters Score -9623476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9623500.000000 Penalty: 5379.718262
	Iteration 25Q: 3 clusters Score -9623500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9623523.000000 Penalty: 5379.718262
	Iteration 26Q: 3 clusters Score -9623523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9623543.000000 Penalty: 5379.718262
	Iteration 27Q: 3 clusters Score -9623543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9623558.000000 Penalty: 5379.718262
	Iteration 28Q: 3 clusters Score -9623558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9623559.000000 Penalty: 5379.718262
	Iteration 29Q: 3 clusters Score -9623559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9623568.000000 Penalty: 5379.718262
	Iteration 30Q: 3 clusters Score -9623568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9623570.000000 Penalty: 5379.718262
	Iteration 31Q: 3 clusters Score -9623570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9623567.000000 Penalty: 5379.718262
	Iteration 32Q: 3 clusters Score -9623567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9623573.000000 Penalty: 5379.718262
	Iteration 33Q: 3 clusters Score -9623573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9623586.000000 Penalty: 5379.718262
	Iteration 34Q: 3 clusters Score -9623586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9623588.000000 Penalty: 5379.718262
	Iteration 35Q: 3 clusters Score -9623588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9623588.000000 Penalty: 5379.718262
	Iteration 36Q: 3 clusters Score -9623588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9623590.000000 Penalty: 5379.718262
	Iteration 37Q: 3 clusters Score -9623590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9623601.000000 Penalty: 5379.718262
	Iteration 38Q: 3 clusters Score -9623601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9623603.000000 Penalty: 5379.718262
	Iteration 39Q: 3 clusters Score -9623603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9623596.000000 Penalty: 5379.718262
	Iteration 40F: 3 clusters Score -9623596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -410670.375000 Penalty: 1929.722290
	Iteration 0F: 2 clusters Score -410670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -407775.031250 Penalty: 3859.444580
	Iteration 0F: 3 clusters Score -407775 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -408398.687500 Penalty: 3859.444580
	Iteration 1F: 3 clusters Score -408398.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -408561.750000 Penalty: 3859.444580
	Iteration 2F: 3 clusters Score -408561.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -408652.875000 Penalty: 3859.444580
	Iteration 3Q: 3 clusters Score -408652.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -408695.781250 Penalty: 3859.444580
	Iteration 4Q: 3 clusters Score -408695.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -408740.562500 Penalty: 3859.444580
	Iteration 5Q: 3 clusters Score -408740.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -408798.812500 Penalty: 3859.444580
	Iteration 6Q: 3 clusters Score -408798.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -408853.625000 Penalty: 3859.444580
	Iteration 7Q: 3 clusters Score -408853.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -408912.593750 Penalty: 3859.444580
	Iteration 8Q: 3 clusters Score -408912.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -408961.375000 Penalty: 3859.444580
	Iteration 9Q: 3 clusters Score -408961.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -408989.968750 Penalty: 3859.444580
	Iteration 10Q: 3 clusters Score -408990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -409017.625000 Penalty: 3859.444580
	Iteration 11Q: 3 clusters Score -409017.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -409048.500000 Penalty: 3859.444580
	Iteration 12Q: 3 clusters Score -409048.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -409077.781250 Penalty: 3859.444580
	Iteration 13Q: 3 clusters Score -409077.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -409102.781250 Penalty: 3859.444580
	Iteration 14Q: 3 clusters Score -409102.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -409123.281250 Penalty: 3859.444580
	Iteration 15Q: 3 clusters Score -409123.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -409140.750000 Penalty: 3859.444580
	Iteration 16Q: 3 clusters Score -409140.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -409153.187500 Penalty: 3859.444580
	Iteration 17Q: 3 clusters Score -409153.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -409167.843750 Penalty: 3859.444580
	Iteration 18Q: 3 clusters Score -409167.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -409179.937500 Penalty: 3859.444580
	Iteration 19Q: 3 clusters Score -409179.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -409189.343750 Penalty: 3859.444580
	Iteration 20F: 3 clusters Score -409189.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -409202.500000 Penalty: 3859.444580
	Iteration 21Q: 3 clusters Score -409202.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -409216.718750 Penalty: 3859.444580
	Iteration 22Q: 3 clusters Score -409216.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -409225.750000 Penalty: 3859.444580
	Iteration 23Q: 3 clusters Score -409225.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -409231.406250 Penalty: 3859.444580
	Iteration 24Q: 3 clusters Score -409231.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -409237.343750 Penalty: 3859.444580
	Iteration 25Q: 3 clusters Score -409237.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -409238.875000 Penalty: 3859.444580
	Iteration 26Q: 3 clusters Score -409238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -409240.593750 Penalty: 3859.444580
	Iteration 27Q: 3 clusters Score -409240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -409243.593750 Penalty: 3859.444580
	Iteration 28Q: 3 clusters Score -409243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -409246.593750 Penalty: 3859.444580
	Iteration 29Q: 3 clusters Score -409246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -409248.843750 Penalty: 3859.444580
	Iteration 30Q: 3 clusters Score -409248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -409250.718750 Penalty: 3859.444580
	Iteration 31Q: 3 clusters Score -409250.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -409251.375000 Penalty: 3859.444580
	Iteration 32Q: 3 clusters Score -409251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -409252.687500 Penalty: 3859.444580
	Iteration 33Q: 3 clusters Score -409252.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -409252.937500 Penalty: 3859.444580
	Iteration 34Q: 3 clusters Score -409252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -409253.562500 Penalty: 3859.444580
	Iteration 35Q: 3 clusters Score -409253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -409256.906250 Penalty: 3859.444580
	Iteration 36Q: 3 clusters Score -409256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -409259.531250 Penalty: 3859.444580
	Iteration 37Q: 3 clusters Score -409259.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -409266.937500 Penalty: 3859.444580
	Iteration 38Q: 3 clusters Score -409266.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -409289.468750 Penalty: 3859.444580
	Iteration 39Q: 3 clusters Score -409289.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -409303.281250 Penalty: 3859.444580
	Iteration 40F: 3 clusters Score -409303.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -409320.781250 Penalty: 3859.444580
	Iteration 41Q: 3 clusters Score -409320.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -409339.343750 Penalty: 3859.444580
	Iteration 42Q: 3 clusters Score -409339.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -409365.906250 Penalty: 3859.444580
	Iteration 43Q: 3 clusters Score -409365.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -409385.062500 Penalty: 3859.444580
	Iteration 44Q: 3 clusters Score -409385.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -409394.250000 Penalty: 3859.444580
	Iteration 45Q: 3 clusters Score -409394.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -409406.406250 Penalty: 3859.444580
	Iteration 46Q: 3 clusters Score -409406.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -409418.468750 Penalty: 3859.444580
	Iteration 47Q: 3 clusters Score -409418.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -409427.250000 Penalty: 3859.444580
	Iteration 48Q: 3 clusters Score -409427.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -409436.500000 Penalty: 3859.444580
	Iteration 49Q: 3 clusters Score -409436.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -409446.781250 Penalty: 3859.444580
	Iteration 50Q: 3 clusters Score -409446.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -409457.437500 Penalty: 3859.444580
	Iteration 51Q: 3 clusters Score -409457.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -409470.281250 Penalty: 3859.444580
	Iteration 52Q: 3 clusters Score -409470.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -409480.125000 Penalty: 3859.444580
	Iteration 53Q: 3 clusters Score -409480.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -409488.875000 Penalty: 3859.444580
	Iteration 54Q: 3 clusters Score -409488.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -409506.000000 Penalty: 3859.444580
	Iteration 55Q: 3 clusters Score -409506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -409540.187500 Penalty: 3859.444580
	Iteration 56Q: 3 clusters Score -409540.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -409563.562500 Penalty: 3859.444580
	Iteration 57Q: 3 clusters Score -409563.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -409582.343750 Penalty: 3859.444580
	Iteration 58Q: 3 clusters Score -409582.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -409600.968750 Penalty: 3859.444580
	Iteration 59Q: 3 clusters Score -409601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -409616.062500 Penalty: 3859.444580
	Iteration 60F: 3 clusters Score -409616.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -409628.750000 Penalty: 3859.444580
	Iteration 61Q: 3 clusters Score -409628.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -409639.281250 Penalty: 3859.444580
	Iteration 62Q: 3 clusters Score -409639.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -409653.500000 Penalty: 3859.444580
	Iteration 63Q: 3 clusters Score -409653.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -409668.343750 Penalty: 3859.444580
	Iteration 64Q: 3 clusters Score -409668.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -409686.375000 Penalty: 3859.444580
	Iteration 65Q: 3 clusters Score -409686.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -409698.625000 Penalty: 3859.444580
	Iteration 66Q: 3 clusters Score -409698.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -409710.218750 Penalty: 3859.444580
	Iteration 67Q: 3 clusters Score -409710.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -409730.593750 Penalty: 3859.444580
	Iteration 68Q: 3 clusters Score -409730.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -409752.406250 Penalty: 3859.444580
	Iteration 69Q: 3 clusters Score -409752.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -409770.000000 Penalty: 3859.444580
	Iteration 70Q: 3 clusters Score -409770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -409791.656250 Penalty: 3859.444580
	Iteration 71Q: 3 clusters Score -409791.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -409815.656250 Penalty: 3859.444580
	Iteration 72Q: 3 clusters Score -409815.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -409830.812500 Penalty: 3859.444580
	Iteration 73Q: 3 clusters Score -409830.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -409844.531250 Penalty: 3859.444580
	Iteration 74Q: 3 clusters Score -409844.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -409860.062500 Penalty: 3859.444580
	Iteration 75Q: 3 clusters Score -409860.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -409875.937500 Penalty: 3859.444580
	Iteration 76Q: 3 clusters Score -409875.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -409880.937500 Penalty: 3859.444580
	Iteration 77Q: 3 clusters Score -409880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -409883.968750 Penalty: 3859.444580
	Iteration 78Q: 3 clusters Score -409884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -409884.781250 Penalty: 3859.444580
	Iteration 79Q: 3 clusters Score -409884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -409886.375000 Penalty: 3859.444580
	Iteration 80F: 3 clusters Score -409886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Entering Unmasked Estep 
Score: -9179835.000000 Penalty: 2679.284912
	Iteration 0F: 2 clusters Score -9179835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -9148342.000000 Penalty: 5358.569824
	Iteration 0F: 3 clusters Score -9148342 nChanged 22842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -9161022.000000 Penalty: 5358.569824
	Iteration 1F: 3 clusters Score -9161022 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -9161853.000000 Penalty: 5358.569824
	Iteration 2Q: 3 clusters Score -9161853 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -9162759.000000 Penalty: 5358.569824
	Iteration 3Q: 3 clusters Score -9162759 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -9164042.000000 Penalty: 5358.569824
	Iteration 4F: 3 clusters Score -9164042 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -9165971.000000 Penalty: 5358.569824
	Iteration 5F: 3 clusters Score -9165971 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -9168759.000000 Penalty: 5358.569824
	Iteration 6F: 3 clusters Score -9168759 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -9172049.000000 Penalty: 5358.569824
	Iteration 7F: 3 clusters Score -9172049 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -9174791.000000 Penalty: 5358.569824
	Iteration 8F: 3 clusters Score -9174791 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -9176553.000000 Penalty: 5358.569824
	Iteration 9Q: 3 clusters Score -9176553 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9177129.000000 Penalty: 5358.569824
	Iteration 10Q: 3 clusters Score -9177129 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9177349.000000 Penalty: 5358.569824
	Iteration 11Q: 3 clusters Score -9177349 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9177455.000000 Penalty: 5358.569824
	Iteration 12Q: 3 clusters Score -9177455 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9177516.000000 Penalty: 5358.569824
	Iteration 13Q: 3 clusters Score -9177516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9177555.000000 Penalty: 5358.569824
	Iteration 14Q: 3 clusters Score -9177555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9177570.000000 Penalty: 5358.569824
	Iteration 15Q: 3 clusters Score -9177570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9177592.000000 Penalty: 5358.569824
	Iteration 16Q: 3 clusters Score -9177592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9177590.000000 Penalty: 5358.569824
	Iteration 17Q: 3 clusters Score -9177590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9177589.000000 Penalty: 5358.569824
	Iteration 18Q: 3 clusters Score -9177589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9177595.000000 Penalty: 5358.569824
	Iteration 19Q: 3 clusters Score -9177595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9177602.000000 Penalty: 5358.569824
	Iteration 20F: 3 clusters Score -9177602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9177602.000000 Penalty: 5358.569824
	Iteration 21Q: 3 clusters Score -9177602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9177602.000000 Penalty: 5358.569824
	Iteration 22F: 3 clusters Score -9177602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Entering Unmasked Estep 
Score: -5367847.500000 Penalty: 2554.877930
	Iteration 0F: 2 clusters Score -5367848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -5347473.000000 Penalty: 5109.755859
	Iteration 0F: 3 clusters Score -5347473 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -5354542.500000 Penalty: 5109.755859
	Iteration 1F: 3 clusters Score -5354542 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5354873.500000 Penalty: 5109.755859
	Iteration 2Q: 3 clusters Score -5354874 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -5355185.500000 Penalty: 5109.755859
	Iteration 3Q: 3 clusters Score -5355186 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5355413.500000 Penalty: 5109.755859
	Iteration 4Q: 3 clusters Score -5355414 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -5355694.000000 Penalty: 5109.755859
	Iteration 5Q: 3 clusters Score -5355694 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -5355955.500000 Penalty: 5109.755859
	Iteration 6Q: 3 clusters Score -5355956 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -5356168.500000 Penalty: 5109.755859
	Iteration 7Q: 3 clusters Score -5356168 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5356479.000000 Penalty: 5109.755859
	Iteration 8Q: 3 clusters Score -5356479 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -5356714.500000 Penalty: 5109.755859
	Iteration 9Q: 3 clusters Score -5356714 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -5356970.000000 Penalty: 5109.755859
	Iteration 10Q: 3 clusters Score -5356970 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -5357204.500000 Penalty: 5109.755859
	Iteration 11Q: 3 clusters Score -5357204 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -5357445.500000 Penalty: 5109.755859
	Iteration 12Q: 3 clusters Score -5357446 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -5357696.000000 Penalty: 5109.755859
	Iteration 13Q: 3 clusters Score -5357696 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -5358011.500000 Penalty: 5109.755859
	Iteration 14Q: 3 clusters Score -5358012 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -5358434.500000 Penalty: 5109.755859
	Iteration 15Q: 3 clusters Score -5358434 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -5358951.000000 Penalty: 5109.755859
	Iteration 16Q: 3 clusters Score -5358951 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5359597.500000 Penalty: 5109.755859
	Iteration 17Q: 3 clusters Score -5359598 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -5360235.000000 Penalty: 5109.755859
	Iteration 18Q: 3 clusters Score -5360235 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -5360941.000000 Penalty: 5109.755859
	Iteration 19Q: 3 clusters Score -5360941 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -5361654.000000 Penalty: 5109.755859
	Iteration 20F: 3 clusters Score -5361654 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -5362330.500000 Penalty: 5109.755859
	Iteration 21Q: 3 clusters Score -5362330 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -5362860.500000 Penalty: 5109.755859
	Iteration 22Q: 3 clusters Score -5362860 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -5363325.000000 Penalty: 5109.755859
	Iteration 23Q: 3 clusters Score -5363325 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -5363744.000000 Penalty: 5109.755859
	Iteration 24Q: 3 clusters Score -5363744 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -5364139.000000 Penalty: 5109.755859
	Iteration 25Q: 3 clusters Score -5364139 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -5364443.000000 Penalty: 5109.755859
	Iteration 26Q: 3 clusters Score -5364443 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -5364711.500000 Penalty: 5109.755859
	Iteration 27Q: 3 clusters Score -5364712 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -5364929.000000 Penalty: 5109.755859
	Iteration 28Q: 3 clusters Score -5364929 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5365100.500000 Penalty: 5109.755859
	Iteration 29Q: 3 clusters Score -5365100 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -5365254.500000 Penalty: 5109.755859
	Iteration 30Q: 3 clusters Score -5365254 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -5365357.500000 Penalty: 5109.755859
	Iteration 31Q: 3 clusters Score -5365358 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5365428.000000 Penalty: 5109.755859
	Iteration 32Q: 3 clusters Score -5365428 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -5365493.500000 Penalty: 5109.755859
	Iteration 33Q: 3 clusters Score -5365494 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -5365547.500000 Penalty: 5109.755859
	Iteration 34Q: 3 clusters Score -5365548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -5365589.500000 Penalty: 5109.755859
	Iteration 35Q: 3 clusters Score -5365590 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -5365625.500000 Penalty: 5109.755859
	Iteration 36Q: 3 clusters Score -5365626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -5365646.500000 Penalty: 5109.755859
	Iteration 37Q: 3 clusters Score -5365646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5365679.000000 Penalty: 5109.755859
	Iteration 38Q: 3 clusters Score -5365679 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -5365706.500000 Penalty: 5109.755859
	Iteration 39Q: 3 clusters Score -5365706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -5365736.000000 Penalty: 5109.755859
	Iteration 40F: 3 clusters Score -5365736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -5365744.000000 Penalty: 5109.755859
	Iteration 41Q: 3 clusters Score -5365744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -5365758.500000 Penalty: 5109.755859
	Iteration 42Q: 3 clusters Score -5365758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -5365767.000000 Penalty: 5109.755859
	Iteration 43Q: 3 clusters Score -5365767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -5365774.000000 Penalty: 5109.755859
	Iteration 44Q: 3 clusters Score -5365774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -5365789.500000 Penalty: 5109.755859
	Iteration 45Q: 3 clusters Score -5365790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -5365794.000000 Penalty: 5109.755859
	Iteration 46Q: 3 clusters Score -5365794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5365793.000000 Penalty: 5109.755859
	Iteration 47Q: 3 clusters Score -5365793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -5365801.500000 Penalty: 5109.755859
	Iteration 48Q: 3 clusters Score -5365802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -5365812.500000 Penalty: 5109.755859
	Iteration 49Q: 3 clusters Score -5365812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -5365813.500000 Penalty: 5109.755859
	Iteration 50Q: 3 clusters Score -5365814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -5365805.500000 Penalty: 5109.755859
	Iteration 51Q: 3 clusters Score -5365806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -5365821.500000 Penalty: 5109.755859
	Iteration 52Q: 3 clusters Score -5365822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -5365815.500000 Penalty: 5109.755859
	Iteration 53Q: 3 clusters Score -5365816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -5365822.500000 Penalty: 5109.755859
	Iteration 54Q: 3 clusters Score -5365822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -5365827.000000 Penalty: 5109.755859
	Iteration 55Q: 3 clusters Score -5365827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5365832.000000 Penalty: 5109.755859
	Iteration 56Q: 3 clusters Score -5365832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -5365835.000000 Penalty: 5109.755859
	Iteration 57Q: 3 clusters Score -5365835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5365837.500000 Penalty: 5109.755859
	Iteration 58Q: 3 clusters Score -5365838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5365836.500000 Penalty: 5109.755859
	Iteration 59Q: 3 clusters Score -5365836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5365836.500000 Penalty: 5109.755859
	Iteration 60F: 3 clusters Score -5365836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -177561.078125 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -177561.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -175573.609375 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -175573.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175991.750000 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -175991.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -176146.609375 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -176146.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -176258.593750 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -176258.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -176352.125000 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -176352.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -176411.609375 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -176411.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -176461.062500 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -176461.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -176503.968750 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -176504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -176541.687500 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -176541.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -176591.156250 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -176591.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -176640.062500 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -176640.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -176662.859375 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -176662.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -176675.156250 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -176675.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -176690.156250 Penalty: 3489.929688
	Iteration 13Q: 3 clusters Score -176690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -176699.640625 Penalty: 3489.929688
	Iteration 14Q: 3 clusters Score -176699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -176703.015625 Penalty: 3489.929688
	Iteration 15Q: 3 clusters Score -176703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -176707.812500 Penalty: 3489.929688
	Iteration 16Q: 3 clusters Score -176707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -176714.546875 Penalty: 3489.929688
	Iteration 17Q: 3 clusters Score -176714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -176716.703125 Penalty: 3489.929688
	Iteration 18Q: 3 clusters Score -176716.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -176722.875000 Penalty: 3489.929688
	Iteration 19Q: 3 clusters Score -176722.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -176737.968750 Penalty: 3489.929688
	Iteration 20F: 3 clusters Score -176738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -176748.578125 Penalty: 3489.929688
	Iteration 21Q: 3 clusters Score -176748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -176761.062500 Penalty: 3489.929688
	Iteration 22Q: 3 clusters Score -176761.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -176782.000000 Penalty: 3489.929688
	Iteration 23Q: 3 clusters Score -176782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -176803.703125 Penalty: 3489.929688
	Iteration 24Q: 3 clusters Score -176803.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -176828.250000 Penalty: 3489.929688
	Iteration 25Q: 3 clusters Score -176828.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -176839.437500 Penalty: 3489.929688
	Iteration 26Q: 3 clusters Score -176839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -176849.671875 Penalty: 3489.929688
	Iteration 27Q: 3 clusters Score -176849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -176864.281250 Penalty: 3489.929688
	Iteration 28Q: 3 clusters Score -176864.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -176877.843750 Penalty: 3489.929688
	Iteration 29Q: 3 clusters Score -176877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -176881.671875 Penalty: 3489.929688
	Iteration 30Q: 3 clusters Score -176881.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -176883.125000 Penalty: 3489.929688
	Iteration 31Q: 3 clusters Score -176883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176890.375000 Penalty: 3489.929688
	Iteration 32Q: 3 clusters Score -176890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176892.546875 Penalty: 3489.929688
	Iteration 33Q: 3 clusters Score -176892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176892.546875 Penalty: 3489.929688
	Iteration 34F: 3 clusters Score -176892.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Entering Unmasked Estep 
Score: -9641398.000000 Penalty: 2695.050537
	Iteration 0F: 2 clusters Score -9641398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -9607715.000000 Penalty: 5390.101074
	Iteration 0F: 3 clusters Score -9607715 nChanged 24385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -9621042.000000 Penalty: 5390.101074
	Iteration 1F: 3 clusters Score -9621042 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -9621410.000000 Penalty: 5390.101074
	Iteration 2Q: 3 clusters Score -9621410 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -9621798.000000 Penalty: 5390.101074
	Iteration 3Q: 3 clusters Score -9621798 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -9622181.000000 Penalty: 5390.101074
	Iteration 4Q: 3 clusters Score -9622181 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -9622594.000000 Penalty: 5390.101074
	Iteration 5Q: 3 clusters Score -9622594 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -9623317.000000 Penalty: 5390.101074
	Iteration 6Q: 3 clusters Score -9623317 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -9624602.000000 Penalty: 5390.101074
	Iteration 7Q: 3 clusters Score -9624602 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -9626483.000000 Penalty: 5390.101074
	Iteration 8F: 3 clusters Score -9626483 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -9629127.000000 Penalty: 5390.101074
	Iteration 9F: 3 clusters Score -9629127 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -9632343.000000 Penalty: 5390.101074
	Iteration 10F: 3 clusters Score -9632343 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -9635770.000000 Penalty: 5390.101074
	Iteration 11F: 3 clusters Score -9635770 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -9637844.000000 Penalty: 5390.101074
	Iteration 12Q: 3 clusters Score -9637844 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -9638634.000000 Penalty: 5390.101074
	Iteration 13Q: 3 clusters Score -9638634 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -9638917.000000 Penalty: 5390.101074
	Iteration 14Q: 3 clusters Score -9638917 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -9639035.000000 Penalty: 5390.101074
	Iteration 15Q: 3 clusters Score -9639035 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -9639084.000000 Penalty: 5390.101074
	Iteration 16Q: 3 clusters Score -9639084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -9639121.000000 Penalty: 5390.101074
	Iteration 17Q: 3 clusters Score -9639121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -9639142.000000 Penalty: 5390.101074
	Iteration 18Q: 3 clusters Score -9639142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -9639151.000000 Penalty: 5390.101074
	Iteration 19Q: 3 clusters Score -9639151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -9639157.000000 Penalty: 5390.101074
	Iteration 20F: 3 clusters Score -9639157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -9639174.000000 Penalty: 5390.101074
	Iteration 21Q: 3 clusters Score -9639174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -9639171.000000 Penalty: 5390.101074
	Iteration 22Q: 3 clusters Score -9639171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -9639173.000000 Penalty: 5390.101074
	Iteration 23Q: 3 clusters Score -9639173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -9639173.000000 Penalty: 5390.101074
	Iteration 24F: 3 clusters Score -9639173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Entering Unmasked Estep 
Score: -8971444.000000 Penalty: 2675.013672
	Iteration 0F: 2 clusters Score -8971444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -8939875.000000 Penalty: 5350.027344
	Iteration 0F: 3 clusters Score -8939875 nChanged 22249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -8952340.000000 Penalty: 5350.027344
	Iteration 1F: 3 clusters Score -8952340 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -8953207.000000 Penalty: 5350.027344
	Iteration 2Q: 3 clusters Score -8953207 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -8954578.000000 Penalty: 5350.027344
	Iteration 3F: 3 clusters Score -8954578 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -8956921.000000 Penalty: 5350.027344
	Iteration 4F: 3 clusters Score -8956921 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -8960629.000000 Penalty: 5350.027344
	Iteration 5F: 3 clusters Score -8960629 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -8964940.000000 Penalty: 5350.027344
	Iteration 6F: 3 clusters Score -8964940 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -8968603.000000 Penalty: 5350.027344
	Iteration 7F: 3 clusters Score -8968603 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -8970783.000000 Penalty: 5350.027344
	Iteration 8Q: 3 clusters Score -8970783 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -8971371.000000 Penalty: 5350.027344
	Iteration 9Q: 3 clusters Score -8971371 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -8971522.000000 Penalty: 5350.027344
	Iteration 10Q: 3 clusters Score -8971522 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -8971565.000000 Penalty: 5350.027344
	Iteration 11Q: 3 clusters Score -8971565 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -8971614.000000 Penalty: 5350.027344
	Iteration 12Q: 3 clusters Score -8971614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8971650.000000 Penalty: 5350.027344
	Iteration 13Q: 3 clusters Score -8971650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -8971648.000000 Penalty: 5350.027344
	Iteration 14Q: 3 clusters Score -8971648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -8971668.000000 Penalty: 5350.027344
	Iteration 15Q: 3 clusters Score -8971668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -8971668.000000 Penalty: 5350.027344
	Iteration 16Q: 3 clusters Score -8971668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8971665.000000 Penalty: 5350.027344
	Iteration 17Q: 3 clusters Score -8971665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -8971673.000000 Penalty: 5350.027344
	Iteration 18Q: 3 clusters Score -8971673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -8971671.000000 Penalty: 5350.027344
	Iteration 19Q: 3 clusters Score -8971671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -8971683.000000 Penalty: 5350.027344
	Iteration 20F: 3 clusters Score -8971683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -8971679.000000 Penalty: 5350.027344
	Iteration 21Q: 3 clusters Score -8971679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -8971680.000000 Penalty: 5350.027344
	Iteration 22Q: 3 clusters Score -8971680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -8971678.000000 Penalty: 5350.027344
	Iteration 23Q: 3 clusters Score -8971678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -8971677.000000 Penalty: 5350.027344
	Iteration 24Q: 3 clusters Score -8971677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -8971677.000000 Penalty: 5350.027344
	Iteration 25F: 3 clusters Score -8971677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 49047 members 
Mstep: Class 3 contains 48204 members 
Mstep: Class 4 contains 51339 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 49196 members 
Mstep: Class 7 contains 29790 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52425 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 44579 members 
Mstep: Class 12 contains 48753 members 
Mstep: Class 13 contains 48622 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47450 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44578 members 
Mstep: Class 22 contains 42774 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2493 members 
Entering Unmasked Estep 
Score: -110152904.000000 Penalty: 79215.406250
Splitting cluster 10 changes total score from -110153272.000000 to -110152904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (44579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Entering Unmasked Estep 
Score: -8300011.500000 Penalty: 2654.844482
	Iteration 0F: 2 clusters Score -8300012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -8270814.000000 Penalty: 5309.688965
	Iteration 0F: 3 clusters Score -8270814 nChanged 20438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -8282291.500000 Penalty: 5309.688965
	Iteration 1F: 3 clusters Score -8282292 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -8283172.000000 Penalty: 5309.688965
	Iteration 2Q: 3 clusters Score -8283172 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -8284222.000000 Penalty: 5309.688965
	Iteration 3F: 3 clusters Score -8284222 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -8285518.000000 Penalty: 5309.688965
	Iteration 4F: 3 clusters Score -8285518 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -8286972.500000 Penalty: 5309.688965
	Iteration 5F: 3 clusters Score -8286972 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -8288753.500000 Penalty: 5309.688965
	Iteration 6F: 3 clusters Score -8288754 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -8290942.500000 Penalty: 5309.688965
	Iteration 7F: 3 clusters Score -8290942 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -8293343.500000 Penalty: 5309.688965
	Iteration 8F: 3 clusters Score -8293344 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -8295427.000000 Penalty: 5309.688965
	Iteration 9F: 3 clusters Score -8295427 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -8296644.000000 Penalty: 5309.688965
	Iteration 10Q: 3 clusters Score -8296644 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -8297310.000000 Penalty: 5309.688965
	Iteration 11Q: 3 clusters Score -8297310 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -8297731.000000 Penalty: 5309.688965
	Iteration 12Q: 3 clusters Score -8297731 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -8298008.000000 Penalty: 5309.688965
	Iteration 13Q: 3 clusters Score -8298008 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -8298193.000000 Penalty: 5309.688965
	Iteration 14Q: 3 clusters Score -8298193 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -8298272.000000 Penalty: 5309.688965
	Iteration 15Q: 3 clusters Score -8298272 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -8298310.500000 Penalty: 5309.688965
	Iteration 16Q: 3 clusters Score -8298310 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -8298404.000000 Penalty: 5309.688965
	Iteration 17Q: 3 clusters Score -8298404 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -8298466.000000 Penalty: 5309.688965
	Iteration 18Q: 3 clusters Score -8298466 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -8298517.000000 Penalty: 5309.688965
	Iteration 19Q: 3 clusters Score -8298517 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8298574.500000 Penalty: 5309.688965
	Iteration 20F: 3 clusters Score -8298574 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8298578.500000 Penalty: 5309.688965
	Iteration 21Q: 3 clusters Score -8298578 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8298617.000000 Penalty: 5309.688965
	Iteration 22Q: 3 clusters Score -8298617 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8298637.500000 Penalty: 5309.688965
	Iteration 23Q: 3 clusters Score -8298638 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8298620.500000 Penalty: 5309.688965
	Iteration 24Q: 3 clusters Score -8298620 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8298656.000000 Penalty: 5309.688965
	Iteration 25Q: 3 clusters Score -8298656 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -8298668.500000 Penalty: 5309.688965
	Iteration 26Q: 3 clusters Score -8298668 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -8298655.500000 Penalty: 5309.688965
	Iteration 27Q: 3 clusters Score -8298656 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8298664.000000 Penalty: 5309.688965
	Iteration 28Q: 3 clusters Score -8298664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8298682.500000 Penalty: 5309.688965
	Iteration 29Q: 3 clusters Score -8298682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8298687.000000 Penalty: 5309.688965
	Iteration 30Q: 3 clusters Score -8298687 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8298677.000000 Penalty: 5309.688965
	Iteration 31Q: 3 clusters Score -8298677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8298664.500000 Penalty: 5309.688965
	Iteration 32Q: 3 clusters Score -8298664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8298653.000000 Penalty: 5309.688965
	Iteration 33Q: 3 clusters Score -8298653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8298650.500000 Penalty: 5309.688965
	Iteration 34Q: 3 clusters Score -8298650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8298654.000000 Penalty: 5309.688965
	Iteration 35Q: 3 clusters Score -8298654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8298658.500000 Penalty: 5309.688965
	Iteration 36Q: 3 clusters Score -8298658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8298654.000000 Penalty: 5309.688965
	Iteration 37Q: 3 clusters Score -8298654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8298659.500000 Penalty: 5309.688965
	Iteration 38Q: 3 clusters Score -8298660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8298641.500000 Penalty: 5309.688965
	Iteration 39Q: 3 clusters Score -8298642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8298632.000000 Penalty: 5309.688965
	Iteration 40F: 3 clusters Score -8298632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8298638.000000 Penalty: 5309.688965
	Iteration 41Q: 3 clusters Score -8298638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8298649.000000 Penalty: 5309.688965
	Iteration 42Q: 3 clusters Score -8298649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8298650.000000 Penalty: 5309.688965
	Iteration 43Q: 3 clusters Score -8298650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8298650.000000 Penalty: 5309.688965
	Iteration 44Q: 3 clusters Score -8298650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8298656.000000 Penalty: 5309.688965
	Iteration 45Q: 3 clusters Score -8298656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8298648.500000 Penalty: 5309.688965
	Iteration 46Q: 3 clusters Score -8298648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8298657.000000 Penalty: 5309.688965
	Iteration 47Q: 3 clusters Score -8298657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8298658.000000 Penalty: 5309.688965
	Iteration 48Q: 3 clusters Score -8298658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8298661.500000 Penalty: 5309.688965
	Iteration 49Q: 3 clusters Score -8298662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8298679.500000 Penalty: 5309.688965
	Iteration 50Q: 3 clusters Score -8298680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8298682.500000 Penalty: 5309.688965
	Iteration 51Q: 3 clusters Score -8298682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8298681.500000 Penalty: 5309.688965
	Iteration 52Q: 3 clusters Score -8298682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8298668.500000 Penalty: 5309.688965
	Iteration 53Q: 3 clusters Score -8298668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8298678.500000 Penalty: 5309.688965
	Iteration 54Q: 3 clusters Score -8298678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8298688.000000 Penalty: 5309.688965
	Iteration 55Q: 3 clusters Score -8298688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8298682.000000 Penalty: 5309.688965
	Iteration 56Q: 3 clusters Score -8298682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8298670.500000 Penalty: 5309.688965
	Iteration 57Q: 3 clusters Score -8298670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8298670.000000 Penalty: 5309.688965
	Iteration 58Q: 3 clusters Score -8298670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8298666.500000 Penalty: 5309.688965
	Iteration 59Q: 3 clusters Score -8298666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8298665.000000 Penalty: 5309.688965
	Iteration 60F: 3 clusters Score -8298665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8298664.500000 Penalty: 5309.688965
	Iteration 61Q: 3 clusters Score -8298664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8298669.000000 Penalty: 5309.688965
	Iteration 62Q: 3 clusters Score -8298669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8298660.500000 Penalty: 5309.688965
	Iteration 63Q: 3 clusters Score -8298660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8298661.000000 Penalty: 5309.688965
	Iteration 64Q: 3 clusters Score -8298661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8298663.000000 Penalty: 5309.688965
	Iteration 65Q: 3 clusters Score -8298663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8298656.500000 Penalty: 5309.688965
	Iteration 66Q: 3 clusters Score -8298656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8298666.000000 Penalty: 5309.688965
	Iteration 67Q: 3 clusters Score -8298666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8298661.500000 Penalty: 5309.688965
	Iteration 68Q: 3 clusters Score -8298662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8298662.000000 Penalty: 5309.688965
	Iteration 69Q: 3 clusters Score -8298662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8298664.000000 Penalty: 5309.688965
	Iteration 70Q: 3 clusters Score -8298664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8298657.500000 Penalty: 5309.688965
	Iteration 71Q: 3 clusters Score -8298658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8298663.500000 Penalty: 5309.688965
	Iteration 72Q: 3 clusters Score -8298664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8298670.000000 Penalty: 5309.688965
	Iteration 73Q: 3 clusters Score -8298670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8298666.000000 Penalty: 5309.688965
	Iteration 74Q: 3 clusters Score -8298666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8298672.500000 Penalty: 5309.688965
	Iteration 75Q: 3 clusters Score -8298672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8298663.500000 Penalty: 5309.688965
	Iteration 76Q: 3 clusters Score -8298664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8298673.000000 Penalty: 5309.688965
	Iteration 77Q: 3 clusters Score -8298673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8298678.500000 Penalty: 5309.688965
	Iteration 78Q: 3 clusters Score -8298678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8298679.500000 Penalty: 5309.688965
	Iteration 79Q: 3 clusters Score -8298680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8298668.000000 Penalty: 5309.688965
	Iteration 80F: 3 clusters Score -8298668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8298670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8298670.000000 Penalty: 5309.688965
	Iteration 82F: 3 clusters Score -8298670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Entering Unmasked Estep 
Score: -9120713.000000 Penalty: 2677.041504
	Iteration 0F: 2 clusters Score -9120713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -9090058.000000 Penalty: 5354.083008
	Iteration 0F: 3 clusters Score -9090058 nChanged 22430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -9102200.000000 Penalty: 5354.083008
	Iteration 1F: 3 clusters Score -9102200 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -9102796.000000 Penalty: 5354.083008
	Iteration 2Q: 3 clusters Score -9102796 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -9103330.000000 Penalty: 5354.083008
	Iteration 3Q: 3 clusters Score -9103330 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -9104038.000000 Penalty: 5354.083008
	Iteration 4Q: 3 clusters Score -9104038 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -9104824.000000 Penalty: 5354.083008
	Iteration 5Q: 3 clusters Score -9104824 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -9105825.000000 Penalty: 5354.083008
	Iteration 6Q: 3 clusters Score -9105825 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -9107011.000000 Penalty: 5354.083008
	Iteration 7Q: 3 clusters Score -9107011 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -9108615.000000 Penalty: 5354.083008
	Iteration 8Q: 3 clusters Score -9108615 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -9110596.000000 Penalty: 5354.083008
	Iteration 9F: 3 clusters Score -9110596 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -9112458.000000 Penalty: 5354.083008
	Iteration 10F: 3 clusters Score -9112458 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -9114076.000000 Penalty: 5354.083008
	Iteration 11Q: 3 clusters Score -9114076 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -9115405.000000 Penalty: 5354.083008
	Iteration 12Q: 3 clusters Score -9115405 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -9116417.000000 Penalty: 5354.083008
	Iteration 13Q: 3 clusters Score -9116417 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -9117168.000000 Penalty: 5354.083008
	Iteration 14Q: 3 clusters Score -9117168 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -9117718.000000 Penalty: 5354.083008
	Iteration 15Q: 3 clusters Score -9117718 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -9118082.000000 Penalty: 5354.083008
	Iteration 16Q: 3 clusters Score -9118082 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -9118385.000000 Penalty: 5354.083008
	Iteration 17Q: 3 clusters Score -9118385 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -9118528.000000 Penalty: 5354.083008
	Iteration 18Q: 3 clusters Score -9118528 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -9118627.000000 Penalty: 5354.083008
	Iteration 19Q: 3 clusters Score -9118627 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9118717.000000 Penalty: 5354.083008
	Iteration 20F: 3 clusters Score -9118717 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -9118779.000000 Penalty: 5354.083008
	Iteration 21Q: 3 clusters Score -9118779 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -9118864.000000 Penalty: 5354.083008
	Iteration 22Q: 3 clusters Score -9118864 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9118907.000000 Penalty: 5354.083008
	Iteration 23Q: 3 clusters Score -9118907 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -9118963.000000 Penalty: 5354.083008
	Iteration 24Q: 3 clusters Score -9118963 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9118987.000000 Penalty: 5354.083008
	Iteration 25Q: 3 clusters Score -9118987 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9119034.000000 Penalty: 5354.083008
	Iteration 26Q: 3 clusters Score -9119034 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -9119044.000000 Penalty: 5354.083008
	Iteration 27Q: 3 clusters Score -9119044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9119048.000000 Penalty: 5354.083008
	Iteration 28Q: 3 clusters Score -9119048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9119086.000000 Penalty: 5354.083008
	Iteration 29Q: 3 clusters Score -9119086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9119076.000000 Penalty: 5354.083008
	Iteration 30Q: 3 clusters Score -9119076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9119104.000000 Penalty: 5354.083008
	Iteration 31Q: 3 clusters Score -9119104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9119110.000000 Penalty: 5354.083008
	Iteration 32Q: 3 clusters Score -9119110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9119099.000000 Penalty: 5354.083008
	Iteration 33Q: 3 clusters Score -9119099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9119123.000000 Penalty: 5354.083008
	Iteration 34Q: 3 clusters Score -9119123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9119120.000000 Penalty: 5354.083008
	Iteration 35Q: 3 clusters Score -9119120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9119109.000000 Penalty: 5354.083008
	Iteration 36Q: 3 clusters Score -9119109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9119097.000000 Penalty: 5354.083008
	Iteration 37Q: 3 clusters Score -9119097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9119118.000000 Penalty: 5354.083008
	Iteration 38Q: 3 clusters Score -9119118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9119110.000000 Penalty: 5354.083008
	Iteration 39Q: 3 clusters Score -9119110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9119109.000000 Penalty: 5354.083008
	Iteration 40F: 3 clusters Score -9119109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9119112.000000 Penalty: 5354.083008
	Iteration 41Q: 3 clusters Score -9119112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9119106.000000 Penalty: 5354.083008
	Iteration 42Q: 3 clusters Score -9119106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9119112.000000 Penalty: 5354.083008
	Iteration 43Q: 3 clusters Score -9119112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9119108.000000 Penalty: 5354.083008
	Iteration 44Q: 3 clusters Score -9119108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9119105.000000 Penalty: 5354.083008
	Iteration 45Q: 3 clusters Score -9119105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9119095.000000 Penalty: 5354.083008
	Iteration 46Q: 3 clusters Score -9119095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9119097.000000 Penalty: 5354.083008
	Iteration 47Q: 3 clusters Score -9119097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9119100.000000 Penalty: 5354.083008
	Iteration 48Q: 3 clusters Score -9119100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -9119095.000000 Penalty: 5354.083008
	Iteration 49Q: 3 clusters Score -9119095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9119086.000000 Penalty: 5354.083008
	Iteration 50Q: 3 clusters Score -9119086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9119093.000000 Penalty: 5354.083008
	Iteration 51Q: 3 clusters Score -9119093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9119095.000000 Penalty: 5354.083008
	Iteration 52Q: 3 clusters Score -9119095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9119102.000000 Penalty: 5354.083008
	Iteration 53Q: 3 clusters Score -9119102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9119095.000000 Penalty: 5354.083008
	Iteration 54Q: 3 clusters Score -9119095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9119098.000000 Penalty: 5354.083008
	Iteration 55Q: 3 clusters Score -9119098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9119105.000000 Penalty: 5354.083008
	Iteration 56Q: 3 clusters Score -9119105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9119102.000000 Penalty: 5354.083008
	Iteration 57Q: 3 clusters Score -9119102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9119113.000000 Penalty: 5354.083008
	Iteration 58Q: 3 clusters Score -9119113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9119107.000000 Penalty: 5354.083008
	Iteration 59Q: 3 clusters Score -9119107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9119111.000000 Penalty: 5354.083008
	Iteration 60F: 3 clusters Score -9119111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9119101.000000 Penalty: 5354.083008
	Iteration 61Q: 3 clusters Score -9119101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9119097.000000 Penalty: 5354.083008
	Iteration 62Q: 3 clusters Score -9119097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9119100.000000 Penalty: 5354.083008
	Iteration 63Q: 3 clusters Score -9119100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9119097.000000 Penalty: 5354.083008
	Iteration 64Q: 3 clusters Score -9119097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9119091.000000 Penalty: 5354.083008
	Iteration 65Q: 3 clusters Score -9119091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9119096.000000 Penalty: 5354.083008
	Iteration 66Q: 3 clusters Score -9119096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9119090.000000 Penalty: 5354.083008
	Iteration 67Q: 3 clusters Score -9119090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9119092.000000 Penalty: 5354.083008
	Iteration 68Q: 3 clusters Score -9119092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9119094.000000 Penalty: 5354.083008
	Iteration 69Q: 3 clusters Score -9119094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9119097.000000 Penalty: 5354.083008
	Iteration 70Q: 3 clusters Score -9119097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9119095.000000 Penalty: 5354.083008
	Iteration 71Q: 3 clusters Score -9119095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9119090.000000 Penalty: 5354.083008
	Iteration 72Q: 3 clusters Score -9119090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9119097.000000 Penalty: 5354.083008
	Iteration 73Q: 3 clusters Score -9119097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9119097.000000 Penalty: 5354.083008
	Iteration 74F: 3 clusters Score -9119097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Entering Unmasked Estep 
Score: -9106194.000000 Penalty: 2676.374023
	Iteration 0F: 2 clusters Score -9106194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -9074950.000000 Penalty: 5352.748047
	Iteration 0F: 3 clusters Score -9074950 nChanged 22431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -9087543.000000 Penalty: 5352.748047
	Iteration 1F: 3 clusters Score -9087543 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -9088133.000000 Penalty: 5352.748047
	Iteration 2Q: 3 clusters Score -9088133 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -9088662.000000 Penalty: 5352.748047
	Iteration 3Q: 3 clusters Score -9088662 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -9089285.000000 Penalty: 5352.748047
	Iteration 4Q: 3 clusters Score -9089285 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -9090162.000000 Penalty: 5352.748047
	Iteration 5Q: 3 clusters Score -9090162 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -9091571.000000 Penalty: 5352.748047
	Iteration 6F: 3 clusters Score -9091571 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -9093552.000000 Penalty: 5352.748047
	Iteration 7F: 3 clusters Score -9093552 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -9096152.000000 Penalty: 5352.748047
	Iteration 8F: 3 clusters Score -9096152 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -9098875.000000 Penalty: 5352.748047
	Iteration 9F: 3 clusters Score -9098875 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -9101165.000000 Penalty: 5352.748047
	Iteration 10F: 3 clusters Score -9101165 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -9102775.000000 Penalty: 5352.748047
	Iteration 11Q: 3 clusters Score -9102775 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -9103476.000000 Penalty: 5352.748047
	Iteration 12Q: 3 clusters Score -9103476 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -9103717.000000 Penalty: 5352.748047
	Iteration 13Q: 3 clusters Score -9103717 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -9103843.000000 Penalty: 5352.748047
	Iteration 14Q: 3 clusters Score -9103843 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -9103903.000000 Penalty: 5352.748047
	Iteration 15Q: 3 clusters Score -9103903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -9103959.000000 Penalty: 5352.748047
	Iteration 16Q: 3 clusters Score -9103959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -9103997.000000 Penalty: 5352.748047
	Iteration 17Q: 3 clusters Score -9103997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -9104018.000000 Penalty: 5352.748047
	Iteration 18Q: 3 clusters Score -9104018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -9104015.000000 Penalty: 5352.748047
	Iteration 19Q: 3 clusters Score -9104015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -9104034.000000 Penalty: 5352.748047
	Iteration 20F: 3 clusters Score -9104034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -9104032.000000 Penalty: 5352.748047
	Iteration 21Q: 3 clusters Score -9104032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -9104043.000000 Penalty: 5352.748047
	Iteration 22Q: 3 clusters Score -9104043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -9104038.000000 Penalty: 5352.748047
	Iteration 23Q: 3 clusters Score -9104038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -9104038.000000 Penalty: 5352.748047
	Iteration 24F: 3 clusters Score -9104038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -66914.734375 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -66914.73 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 212 members 
Entering Unmasked Estep 
Score: -65644.460938 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -65644.46 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -65976.914062 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -65976.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -66174.445312 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -66174.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -66353.804688 Penalty: 2976.701660
	Iteration 3F: 3 clusters Score -66353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -66407.937500 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -66407.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -66412.937500 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -66412.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -66417.156250 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -66417.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66420.125000 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -66420.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -66427.750000 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -66427.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -66427.750000 Penalty: 2976.701660
	Iteration 9F: 3 clusters Score -66427.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Entering Unmasked Estep 
Score: -8772977.000000 Penalty: 2670.323242
	Iteration 0F: 2 clusters Score -8772977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -8741540.000000 Penalty: 5340.646484
	Iteration 0F: 3 clusters Score -8741540 nChanged 21798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -8753519.000000 Penalty: 5340.646484
	Iteration 1F: 3 clusters Score -8753519 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -8754027.000000 Penalty: 5340.646484
	Iteration 2Q: 3 clusters Score -8754027 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -8754627.000000 Penalty: 5340.646484
	Iteration 3Q: 3 clusters Score -8754627 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -8755217.000000 Penalty: 5340.646484
	Iteration 4Q: 3 clusters Score -8755217 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -8756005.000000 Penalty: 5340.646484
	Iteration 5Q: 3 clusters Score -8756005 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -8757317.000000 Penalty: 5340.646484
	Iteration 6F: 3 clusters Score -8757317 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -8759150.000000 Penalty: 5340.646484
	Iteration 7F: 3 clusters Score -8759150 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -8761485.000000 Penalty: 5340.646484
	Iteration 8F: 3 clusters Score -8761485 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -8764162.000000 Penalty: 5340.646484
	Iteration 9F: 3 clusters Score -8764162 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -8766536.000000 Penalty: 5340.646484
	Iteration 10F: 3 clusters Score -8766536 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8768192.000000 Penalty: 5340.646484
	Iteration 11Q: 3 clusters Score -8768192 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8769233.000000 Penalty: 5340.646484
	Iteration 12Q: 3 clusters Score -8769233 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8769889.000000 Penalty: 5340.646484
	Iteration 13Q: 3 clusters Score -8769889 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8770239.000000 Penalty: 5340.646484
	Iteration 14Q: 3 clusters Score -8770239 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8770451.000000 Penalty: 5340.646484
	Iteration 15Q: 3 clusters Score -8770451 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8770533.000000 Penalty: 5340.646484
	Iteration 16Q: 3 clusters Score -8770533 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8770601.000000 Penalty: 5340.646484
	Iteration 17Q: 3 clusters Score -8770601 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8770665.000000 Penalty: 5340.646484
	Iteration 18Q: 3 clusters Score -8770665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8770684.000000 Penalty: 5340.646484
	Iteration 19Q: 3 clusters Score -8770684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8770722.000000 Penalty: 5340.646484
	Iteration 20F: 3 clusters Score -8770722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8770749.000000 Penalty: 5340.646484
	Iteration 21Q: 3 clusters Score -8770749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8770768.000000 Penalty: 5340.646484
	Iteration 22Q: 3 clusters Score -8770768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8770774.000000 Penalty: 5340.646484
	Iteration 23Q: 3 clusters Score -8770774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8770782.000000 Penalty: 5340.646484
	Iteration 24Q: 3 clusters Score -8770782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8770795.000000 Penalty: 5340.646484
	Iteration 25Q: 3 clusters Score -8770795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8770803.000000 Penalty: 5340.646484
	Iteration 26Q: 3 clusters Score -8770803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8770808.000000 Penalty: 5340.646484
	Iteration 27Q: 3 clusters Score -8770808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8770804.000000 Penalty: 5340.646484
	Iteration 28Q: 3 clusters Score -8770804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8770808.000000 Penalty: 5340.646484
	Iteration 29Q: 3 clusters Score -8770808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8770802.000000 Penalty: 5340.646484
	Iteration 30Q: 3 clusters Score -8770802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8770815.000000 Penalty: 5340.646484
	Iteration 31Q: 3 clusters Score -8770815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8770823.000000 Penalty: 5340.646484
	Iteration 32Q: 3 clusters Score -8770823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8770825.000000 Penalty: 5340.646484
	Iteration 33Q: 3 clusters Score -8770825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8770829.000000 Penalty: 5340.646484
	Iteration 34Q: 3 clusters Score -8770829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8770832.000000 Penalty: 5340.646484
	Iteration 35Q: 3 clusters Score -8770832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8770829.000000 Penalty: 5340.646484
	Iteration 36Q: 3 clusters Score -8770829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8770833.000000 Penalty: 5340.646484
	Iteration 37Q: 3 clusters Score -8770833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8770833.000000 Penalty: 5340.646484
	Iteration 38F: 3 clusters Score -8770833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -47368.062500 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -47368.06 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 238 members 
Entering Unmasked Estep 
Score: -45924.011719 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -45924.01 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46156.488281 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -46156.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46316.644531 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -46316.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46446.984375 Penalty: 3032.386475
	Iteration 3F: 3 clusters Score -46446.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46536.921875 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -46536.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46631.660156 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -46631.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46660.496094 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -46660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46692.132812 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -46692.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46713.296875 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -46713.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46739.441406 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -46739.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46739.441406 Penalty: 3032.386475
	Iteration 10F: 3 clusters Score -46739.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -19094.111328 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -19094.11 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 124 members 
Entering Unmasked Estep 
Score: -18032.824219 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -18032.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18175.716797 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -18175.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18204.666016 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -18204.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18219.089844 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18219.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18240.175781 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -18240.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18266.195312 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -18266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18277.541016 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -18277.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18322.107422 Penalty: 2744.561279
	Iteration 7Q: 3 clusters Score -18322.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18334.775391 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -18334.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18340.894531 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -18340.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18340.894531 Penalty: 2744.561279
	Iteration 10F: 3 clusters Score -18340.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -104649.921875 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -104649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103068.453125 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -103068.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -103317.109375 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -103317.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103410.664062 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -103410.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -103472.046875 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -103472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -103569.601562 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -103569.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -103626.320312 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -103626.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -103682.835938 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -103682.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -103715.695312 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -103715.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -103723.789062 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -103723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -103735.726562 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -103735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103741.335938 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -103741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -103745.664062 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -103745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -103746.367188 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -103746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -103747.265625 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -103747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -103748.062500 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -103748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -103749.343750 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -103749.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -103749.343750 Penalty: 3175.350830
	Iteration 16F: 3 clusters Score -103749.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -176016.859375 Penalty: 1717.303955
	Iteration 0F: 2 clusters Score -176016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174080.484375 Penalty: 3434.607910
	Iteration 0F: 3 clusters Score -174080.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -174463.765625 Penalty: 3434.607910
	Iteration 1F: 3 clusters Score -174463.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -174659.156250 Penalty: 3434.607910
	Iteration 2F: 3 clusters Score -174659.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -174847.328125 Penalty: 3434.607910
	Iteration 3F: 3 clusters Score -174847.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -175020.062500 Penalty: 3434.607910
	Iteration 4F: 3 clusters Score -175020.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -175111.062500 Penalty: 3434.607910
	Iteration 5F: 3 clusters Score -175111.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -175157.421875 Penalty: 3434.607910
	Iteration 6Q: 3 clusters Score -175157.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -175193.562500 Penalty: 3434.607910
	Iteration 7Q: 3 clusters Score -175193.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -175237.500000 Penalty: 3434.607910
	Iteration 8Q: 3 clusters Score -175237.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -175313.640625 Penalty: 3434.607910
	Iteration 9Q: 3 clusters Score -175313.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -175378.593750 Penalty: 3434.607910
	Iteration 10Q: 3 clusters Score -175378.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -175418.093750 Penalty: 3434.607910
	Iteration 11Q: 3 clusters Score -175418.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -175446.937500 Penalty: 3434.607910
	Iteration 12Q: 3 clusters Score -175446.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -175463.390625 Penalty: 3434.607910
	Iteration 13Q: 3 clusters Score -175463.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -175495.859375 Penalty: 3434.607910
	Iteration 14Q: 3 clusters Score -175495.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -175512.265625 Penalty: 3434.607910
	Iteration 15Q: 3 clusters Score -175512.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -175525.390625 Penalty: 3434.607910
	Iteration 16Q: 3 clusters Score -175525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -175539.953125 Penalty: 3434.607910
	Iteration 17Q: 3 clusters Score -175540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -175553.546875 Penalty: 3434.607910
	Iteration 18Q: 3 clusters Score -175553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -175564.843750 Penalty: 3434.607910
	Iteration 19Q: 3 clusters Score -175564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -175574.531250 Penalty: 3434.607910
	Iteration 20F: 3 clusters Score -175574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175584.718750 Penalty: 3434.607910
	Iteration 21Q: 3 clusters Score -175584.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -175591.109375 Penalty: 3434.607910
	Iteration 22Q: 3 clusters Score -175591.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175592.093750 Penalty: 3434.607910
	Iteration 23Q: 3 clusters Score -175592.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175592.093750 Penalty: 3434.607910
	Iteration 24F: 3 clusters Score -175592.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -71359.585938 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -71359.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69827.351562 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -69827.35 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70171.671875 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -70171.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70312.984375 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -70312.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70411.695312 Penalty: 3135.101074
	Iteration 3F: 3 clusters Score -70411.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70486.046875 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -70486.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70537.109375 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -70537.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70546.984375 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -70546.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70569.281250 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -70569.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70576.953125 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -70576.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70603.164062 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -70603.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70613.757812 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -70613.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70630.687500 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -70630.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70651.929688 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -70651.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70658.492188 Penalty: 3135.101074
	Iteration 13Q: 3 clusters Score -70658.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70659.171875 Penalty: 3135.101074
	Iteration 14F: 3 clusters Score -70659.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70671.382812 Penalty: 3135.101074
	Iteration 15Q: 3 clusters Score -70671.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70689.101562 Penalty: 3135.101074
	Iteration 16Q: 3 clusters Score -70689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70691.507812 Penalty: 3135.101074
	Iteration 17Q: 3 clusters Score -70691.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70696.359375 Penalty: 3135.101074
	Iteration 18Q: 3 clusters Score -70696.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70699.304688 Penalty: 3135.101074
	Iteration 19Q: 3 clusters Score -70699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70700.187500 Penalty: 3135.101074
	Iteration 20F: 3 clusters Score -70700.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Entering Unmasked Estep 
Score: -8267142.500000 Penalty: 2654.839111
	Iteration 0F: 2 clusters Score -8267142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -8237364.000000 Penalty: 5309.678223
	Iteration 0F: 3 clusters Score -8237364 nChanged 20642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -8248780.500000 Penalty: 5309.678223
	Iteration 1F: 3 clusters Score -8248780 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8249272.500000 Penalty: 5309.678223
	Iteration 2Q: 3 clusters Score -8249272 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -8249772.000000 Penalty: 5309.678223
	Iteration 3Q: 3 clusters Score -8249772 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -8250229.000000 Penalty: 5309.678223
	Iteration 4Q: 3 clusters Score -8250229 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8250755.500000 Penalty: 5309.678223
	Iteration 5Q: 3 clusters Score -8250756 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -8251356.000000 Penalty: 5309.678223
	Iteration 6Q: 3 clusters Score -8251356 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -8252111.000000 Penalty: 5309.678223
	Iteration 7Q: 3 clusters Score -8252111 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -8253159.000000 Penalty: 5309.678223
	Iteration 8Q: 3 clusters Score -8253159 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -8254485.000000 Penalty: 5309.678223
	Iteration 9Q: 3 clusters Score -8254485 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -8255958.000000 Penalty: 5309.678223
	Iteration 10F: 3 clusters Score -8255958 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -8257210.000000 Penalty: 5309.678223
	Iteration 11F: 3 clusters Score -8257210 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -8258143.000000 Penalty: 5309.678223
	Iteration 12Q: 3 clusters Score -8258143 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -8258562.000000 Penalty: 5309.678223
	Iteration 13Q: 3 clusters Score -8258562 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -8258819.500000 Penalty: 5309.678223
	Iteration 14Q: 3 clusters Score -8258820 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -8258992.500000 Penalty: 5309.678223
	Iteration 15Q: 3 clusters Score -8258992 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -8259200.500000 Penalty: 5309.678223
	Iteration 16Q: 3 clusters Score -8259200 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -8259368.500000 Penalty: 5309.678223
	Iteration 17Q: 3 clusters Score -8259368 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -8259547.500000 Penalty: 5309.678223
	Iteration 18Q: 3 clusters Score -8259548 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -8259699.000000 Penalty: 5309.678223
	Iteration 19Q: 3 clusters Score -8259699 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -8259874.500000 Penalty: 5309.678223
	Iteration 20F: 3 clusters Score -8259874 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -8260056.500000 Penalty: 5309.678223
	Iteration 21Q: 3 clusters Score -8260056 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -8260216.500000 Penalty: 5309.678223
	Iteration 22Q: 3 clusters Score -8260216 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -8260421.500000 Penalty: 5309.678223
	Iteration 23Q: 3 clusters Score -8260422 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -8260616.000000 Penalty: 5309.678223
	Iteration 24Q: 3 clusters Score -8260616 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -8260832.500000 Penalty: 5309.678223
	Iteration 25Q: 3 clusters Score -8260832 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -8261025.000000 Penalty: 5309.678223
	Iteration 26Q: 3 clusters Score -8261025 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -8261171.500000 Penalty: 5309.678223
	Iteration 27Q: 3 clusters Score -8261172 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -8261373.500000 Penalty: 5309.678223
	Iteration 28Q: 3 clusters Score -8261374 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -8261577.500000 Penalty: 5309.678223
	Iteration 29Q: 3 clusters Score -8261578 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -8261737.500000 Penalty: 5309.678223
	Iteration 30Q: 3 clusters Score -8261738 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -8261904.000000 Penalty: 5309.678223
	Iteration 31Q: 3 clusters Score -8261904 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -8262112.000000 Penalty: 5309.678223
	Iteration 32Q: 3 clusters Score -8262112 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -8262292.500000 Penalty: 5309.678223
	Iteration 33Q: 3 clusters Score -8262292 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -8262477.000000 Penalty: 5309.678223
	Iteration 34Q: 3 clusters Score -8262477 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -8262689.000000 Penalty: 5309.678223
	Iteration 35Q: 3 clusters Score -8262689 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -8262903.000000 Penalty: 5309.678223
	Iteration 36Q: 3 clusters Score -8262903 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -8263096.500000 Penalty: 5309.678223
	Iteration 37Q: 3 clusters Score -8263096 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -8263315.000000 Penalty: 5309.678223
	Iteration 38Q: 3 clusters Score -8263315 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -8263502.000000 Penalty: 5309.678223
	Iteration 39Q: 3 clusters Score -8263502 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -8263678.000000 Penalty: 5309.678223
	Iteration 40F: 3 clusters Score -8263678 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -8263841.000000 Penalty: 5309.678223
	Iteration 41Q: 3 clusters Score -8263841 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -8264004.000000 Penalty: 5309.678223
	Iteration 42Q: 3 clusters Score -8264004 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -8264151.500000 Penalty: 5309.678223
	Iteration 43Q: 3 clusters Score -8264152 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -8264249.000000 Penalty: 5309.678223
	Iteration 44Q: 3 clusters Score -8264249 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -8264354.500000 Penalty: 5309.678223
	Iteration 45Q: 3 clusters Score -8264354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -8264433.000000 Penalty: 5309.678223
	Iteration 46Q: 3 clusters Score -8264433 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -8264523.000000 Penalty: 5309.678223
	Iteration 47Q: 3 clusters Score -8264523 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -8264565.000000 Penalty: 5309.678223
	Iteration 48Q: 3 clusters Score -8264565 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -8264607.000000 Penalty: 5309.678223
	Iteration 49Q: 3 clusters Score -8264607 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8264650.000000 Penalty: 5309.678223
	Iteration 50Q: 3 clusters Score -8264650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8264674.500000 Penalty: 5309.678223
	Iteration 51Q: 3 clusters Score -8264674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -8264703.500000 Penalty: 5309.678223
	Iteration 52Q: 3 clusters Score -8264704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -8264729.000000 Penalty: 5309.678223
	Iteration 53Q: 3 clusters Score -8264729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -8264741.500000 Penalty: 5309.678223
	Iteration 54Q: 3 clusters Score -8264742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8264760.500000 Penalty: 5309.678223
	Iteration 55Q: 3 clusters Score -8264760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8264783.500000 Penalty: 5309.678223
	Iteration 56Q: 3 clusters Score -8264784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8264796.500000 Penalty: 5309.678223
	Iteration 57Q: 3 clusters Score -8264796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -8264790.000000 Penalty: 5309.678223
	Iteration 58Q: 3 clusters Score -8264790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8264796.500000 Penalty: 5309.678223
	Iteration 59Q: 3 clusters Score -8264796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -8264809.500000 Penalty: 5309.678223
	Iteration 60F: 3 clusters Score -8264810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -8264813.500000 Penalty: 5309.678223
	Iteration 61Q: 3 clusters Score -8264814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8264828.500000 Penalty: 5309.678223
	Iteration 62Q: 3 clusters Score -8264828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -8264829.500000 Penalty: 5309.678223
	Iteration 63Q: 3 clusters Score -8264830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8264831.000000 Penalty: 5309.678223
	Iteration 64Q: 3 clusters Score -8264831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8264832.000000 Penalty: 5309.678223
	Iteration 65Q: 3 clusters Score -8264832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8264838.500000 Penalty: 5309.678223
	Iteration 66Q: 3 clusters Score -8264838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8264844.000000 Penalty: 5309.678223
	Iteration 67Q: 3 clusters Score -8264844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8264848.500000 Penalty: 5309.678223
	Iteration 68Q: 3 clusters Score -8264848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8264856.500000 Penalty: 5309.678223
	Iteration 69Q: 3 clusters Score -8264856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -8264858.000000 Penalty: 5309.678223
	Iteration 70Q: 3 clusters Score -8264858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8264860.000000 Penalty: 5309.678223
	Iteration 71Q: 3 clusters Score -8264860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -8264861.000000 Penalty: 5309.678223
	Iteration 72Q: 3 clusters Score -8264861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -8264863.500000 Penalty: 5309.678223
	Iteration 73Q: 3 clusters Score -8264864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -8264870.000000 Penalty: 5309.678223
	Iteration 74Q: 3 clusters Score -8264870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8264876.000000 Penalty: 5309.678223
	Iteration 75Q: 3 clusters Score -8264876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -8264883.000000 Penalty: 5309.678223
	Iteration 76Q: 3 clusters Score -8264883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8264891.500000 Penalty: 5309.678223
	Iteration 77Q: 3 clusters Score -8264892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -8264900.500000 Penalty: 5309.678223
	Iteration 78Q: 3 clusters Score -8264900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -8264907.500000 Penalty: 5309.678223
	Iteration 79Q: 3 clusters Score -8264908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -8264904.000000 Penalty: 5309.678223
	Iteration 80F: 3 clusters Score -8264904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -8264907.500000 Penalty: 5309.678223
	Iteration 81Q: 3 clusters Score -8264908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -8264909.500000 Penalty: 5309.678223
	Iteration 82Q: 3 clusters Score -8264910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8264910.500000 Penalty: 5309.678223
	Iteration 83Q: 3 clusters Score -8264910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -8264910.500000 Penalty: 5309.678223
	Iteration 84Q: 3 clusters Score -8264910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -8264908.500000 Penalty: 5309.678223
	Iteration 85Q: 3 clusters Score -8264908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -8264907.000000 Penalty: 5309.678223
	Iteration 86Q: 3 clusters Score -8264907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8264912.000000 Penalty: 5309.678223
	Iteration 87Q: 3 clusters Score -8264912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8264912.000000 Penalty: 5309.678223
	Iteration 88F: 3 clusters Score -8264912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73705.304688 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72295.773438 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72295.77 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72617.453125 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72617.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72762.757812 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -72762.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72814.539062 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -72814.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72840.632812 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -72840.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72848.625000 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -72848.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72852.351562 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -72852.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72860.625000 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -72860.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72862.210938 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -72862.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72866.460938 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -72866.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72875.640625 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -72875.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72877.351562 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -72877.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -72878.328125 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -72878.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -72878.328125 Penalty: 3120.618408
	Iteration 13F: 3 clusters Score -72878.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Entering Unmasked Estep 
Score: -459519.812500 Penalty: 1939.667969
	Iteration 0F: 2 clusters Score -459519.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -456579.625000 Penalty: 3879.335938
	Iteration 0F: 3 clusters Score -456579.6 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -457144.312500 Penalty: 3879.335938
	Iteration 1F: 3 clusters Score -457144.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -457286.218750 Penalty: 3879.335938
	Iteration 2F: 3 clusters Score -457286.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -457365.000000 Penalty: 3879.335938
	Iteration 3Q: 3 clusters Score -457365 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -457410.281250 Penalty: 3879.335938
	Iteration 4Q: 3 clusters Score -457410.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -457436.187500 Penalty: 3879.335938
	Iteration 5Q: 3 clusters Score -457436.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -457451.781250 Penalty: 3879.335938
	Iteration 6Q: 3 clusters Score -457451.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -457460.906250 Penalty: 3879.335938
	Iteration 7Q: 3 clusters Score -457460.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -457470.968750 Penalty: 3879.335938
	Iteration 8Q: 3 clusters Score -457471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -457476.875000 Penalty: 3879.335938
	Iteration 9Q: 3 clusters Score -457476.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -457483.625000 Penalty: 3879.335938
	Iteration 10Q: 3 clusters Score -457483.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -457487.531250 Penalty: 3879.335938
	Iteration 11Q: 3 clusters Score -457487.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -457490.500000 Penalty: 3879.335938
	Iteration 12Q: 3 clusters Score -457490.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -457493.468750 Penalty: 3879.335938
	Iteration 13Q: 3 clusters Score -457493.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -457496.656250 Penalty: 3879.335938
	Iteration 14Q: 3 clusters Score -457496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -457498.843750 Penalty: 3879.335938
	Iteration 15Q: 3 clusters Score -457498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -457500.593750 Penalty: 3879.335938
	Iteration 16Q: 3 clusters Score -457500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -457500.968750 Penalty: 3879.335938
	Iteration 17Q: 3 clusters Score -457501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -457500.968750 Penalty: 3879.335938
	Iteration 18F: 3 clusters Score -457501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 49047 members 
Mstep: Class 3 contains 48204 members 
Mstep: Class 4 contains 51339 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 49196 members 
Mstep: Class 7 contains 29790 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52425 members 
Mstep: Class 10 contains 48356 members 
Mstep: Class 11 contains 44579 members 
Mstep: Class 12 contains 48753 members 
Mstep: Class 13 contains 48622 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47450 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44578 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153408.000000 Penalty: 75914.765625
Iteration 119Q: 24 clusters Score -1.101534e+08 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 49020 members 
Mstep: Class 3 contains 48217 members 
Mstep: Class 4 contains 51329 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 49216 members 
Mstep: Class 7 contains 29804 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52408 members 
Mstep: Class 10 contains 48359 members 
Mstep: Class 11 contains 44646 members 
Mstep: Class 12 contains 48751 members 
Mstep: Class 13 contains 48627 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47448 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44596 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153752.000000 Penalty: 75914.765625
Iteration 120F: 24 clusters Score -1.101538e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 48994 members 
Mstep: Class 3 contains 48137 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 49232 members 
Mstep: Class 7 contains 29825 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52405 members 
Mstep: Class 10 contains 48379 members 
Mstep: Class 11 contains 44717 members 
Mstep: Class 12 contains 48768 members 
Mstep: Class 13 contains 48666 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47414 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44604 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153640.000000 Penalty: 75914.765625
Iteration 121Q: 24 clusters Score -1.101536e+08 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 49004 members 
Mstep: Class 3 contains 48028 members 
Mstep: Class 4 contains 51313 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 49338 members 
Mstep: Class 7 contains 29846 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52381 members 
Mstep: Class 10 contains 48396 members 
Mstep: Class 11 contains 44782 members 
Mstep: Class 12 contains 48783 members 
Mstep: Class 13 contains 48663 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47407 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44590 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154040.000000 Penalty: 75914.765625
Iteration 122Q: 24 clusters Score -1.10154e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 48992 members 
Mstep: Class 3 contains 47948 members 
Mstep: Class 4 contains 51256 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 49405 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52333 members 
Mstep: Class 10 contains 48426 members 
Mstep: Class 11 contains 44856 members 
Mstep: Class 12 contains 48828 members 
Mstep: Class 13 contains 48701 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47409 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44602 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153880.000000 Penalty: 75914.765625
Iteration 123Q: 24 clusters Score -1.101539e+08 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 49031 members 
Mstep: Class 3 contains 47866 members 
Mstep: Class 4 contains 51204 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 49488 members 
Mstep: Class 7 contains 29878 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52306 members 
Mstep: Class 10 contains 48428 members 
Mstep: Class 11 contains 44930 members 
Mstep: Class 12 contains 48866 members 
Mstep: Class 13 contains 48653 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47420 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44611 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154048.000000 Penalty: 75914.765625
Iteration 124Q: 24 clusters Score -1.10154e+08 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 49149 members 
Mstep: Class 3 contains 47768 members 
Mstep: Class 4 contains 51080 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 49524 members 
Mstep: Class 7 contains 29902 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52288 members 
Mstep: Class 10 contains 48458 members 
Mstep: Class 11 contains 45011 members 
Mstep: Class 12 contains 48875 members 
Mstep: Class 13 contains 48672 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47419 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44604 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154512.000000 Penalty: 75914.765625
Iteration 125Q: 24 clusters Score -1.101545e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 49233 members 
Mstep: Class 3 contains 47662 members 
Mstep: Class 4 contains 50983 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 49585 members 
Mstep: Class 7 contains 29909 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52284 members 
Mstep: Class 10 contains 48526 members 
Mstep: Class 11 contains 45081 members 
Mstep: Class 12 contains 48829 members 
Mstep: Class 13 contains 48638 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47463 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44602 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154472.000000 Penalty: 75914.765625
Iteration 126Q: 24 clusters Score -1.101545e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 49268 members 
Mstep: Class 3 contains 47601 members 
Mstep: Class 4 contains 50954 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 49674 members 
Mstep: Class 7 contains 29931 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52277 members 
Mstep: Class 10 contains 48542 members 
Mstep: Class 11 contains 45116 members 
Mstep: Class 12 contains 48834 members 
Mstep: Class 13 contains 48574 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47472 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44618 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154824.000000 Penalty: 75914.765625
Iteration 127Q: 24 clusters Score -1.101548e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 49285 members 
Mstep: Class 3 contains 47534 members 
Mstep: Class 4 contains 50909 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 49768 members 
Mstep: Class 7 contains 29952 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52287 members 
Mstep: Class 10 contains 48558 members 
Mstep: Class 11 contains 45146 members 
Mstep: Class 12 contains 48831 members 
Mstep: Class 13 contains 48538 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47489 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154928.000000 Penalty: 75914.765625
Iteration 128Q: 24 clusters Score -1.101549e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 49271 members 
Mstep: Class 3 contains 47498 members 
Mstep: Class 4 contains 50901 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 49906 members 
Mstep: Class 7 contains 29970 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52274 members 
Mstep: Class 10 contains 48560 members 
Mstep: Class 11 contains 45167 members 
Mstep: Class 12 contains 48805 members 
Mstep: Class 13 contains 48521 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47487 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44640 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154832.000000 Penalty: 75914.765625
Iteration 129Q: 24 clusters Score -1.101548e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 49273 members 
Mstep: Class 3 contains 47460 members 
Mstep: Class 4 contains 50960 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 49994 members 
Mstep: Class 7 contains 29978 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52265 members 
Mstep: Class 10 contains 48560 members 
Mstep: Class 11 contains 45160 members 
Mstep: Class 12 contains 48817 members 
Mstep: Class 13 contains 48485 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47491 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44615 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154744.000000 Penalty: 75914.765625
Iteration 130Q: 24 clusters Score -1.101547e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 49288 members 
Mstep: Class 3 contains 47438 members 
Mstep: Class 4 contains 50987 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50067 members 
Mstep: Class 7 contains 29980 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52255 members 
Mstep: Class 10 contains 48555 members 
Mstep: Class 11 contains 45182 members 
Mstep: Class 12 contains 48744 members 
Mstep: Class 13 contains 48523 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47510 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44560 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155072.000000 Penalty: 75914.765625
Iteration 131Q: 24 clusters Score -1.101551e+08 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 49300 members 
Mstep: Class 3 contains 47430 members 
Mstep: Class 4 contains 51003 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50112 members 
Mstep: Class 7 contains 29984 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 52261 members 
Mstep: Class 10 contains 48545 members 
Mstep: Class 11 contains 45190 members 
Mstep: Class 12 contains 48710 members 
Mstep: Class 13 contains 48540 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47535 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44521 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155440.000000 Penalty: 75914.765625
Iteration 132Q: 24 clusters Score -1.101554e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 49319 members 
Mstep: Class 3 contains 47446 members 
Mstep: Class 4 contains 51108 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50101 members 
Mstep: Class 7 contains 29985 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52267 members 
Mstep: Class 10 contains 48533 members 
Mstep: Class 11 contains 45172 members 
Mstep: Class 12 contains 48678 members 
Mstep: Class 13 contains 48526 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47568 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44465 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155088.000000 Penalty: 75914.765625
Iteration 133Q: 24 clusters Score -1.101551e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 49361 members 
Mstep: Class 3 contains 47472 members 
Mstep: Class 4 contains 51129 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50128 members 
Mstep: Class 7 contains 29988 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52242 members 
Mstep: Class 10 contains 48499 members 
Mstep: Class 11 contains 45156 members 
Mstep: Class 12 contains 48645 members 
Mstep: Class 13 contains 48547 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47602 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44437 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154840.000000 Penalty: 75914.765625
Iteration 134Q: 24 clusters Score -1.101548e+08 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 49354 members 
Mstep: Class 3 contains 47509 members 
Mstep: Class 4 contains 51202 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50092 members 
Mstep: Class 7 contains 30005 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52223 members 
Mstep: Class 10 contains 48509 members 
Mstep: Class 11 contains 45127 members 
Mstep: Class 12 contains 48619 members 
Mstep: Class 13 contains 48586 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47609 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44387 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154888.000000 Penalty: 75914.765625
Iteration 135Q: 24 clusters Score -1.101549e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 49317 members 
Mstep: Class 3 contains 47558 members 
Mstep: Class 4 contains 51239 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50057 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52198 members 
Mstep: Class 10 contains 48584 members 
Mstep: Class 11 contains 45104 members 
Mstep: Class 12 contains 48567 members 
Mstep: Class 13 contains 48615 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47656 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44309 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154856.000000 Penalty: 75914.765625
Iteration 136Q: 24 clusters Score -1.101549e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 49301 members 
Mstep: Class 3 contains 47594 members 
Mstep: Class 4 contains 51273 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50093 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52211 members 
Mstep: Class 10 contains 48613 members 
Mstep: Class 11 contains 45066 members 
Mstep: Class 12 contains 48556 members 
Mstep: Class 13 contains 48606 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47677 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44225 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154736.000000 Penalty: 75914.765625
Iteration 137Q: 24 clusters Score -1.101547e+08 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 49278 members 
Mstep: Class 3 contains 47592 members 
Mstep: Class 4 contains 51336 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50106 members 
Mstep: Class 7 contains 30029 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52207 members 
Mstep: Class 10 contains 48601 members 
Mstep: Class 11 contains 45039 members 
Mstep: Class 12 contains 48610 members 
Mstep: Class 13 contains 48599 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47690 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154504.000000 Penalty: 75914.765625
Iteration 138Q: 24 clusters Score -1.101545e+08 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 49227 members 
Mstep: Class 3 contains 47556 members 
Mstep: Class 4 contains 51354 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50094 members 
Mstep: Class 7 contains 30039 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52214 members 
Mstep: Class 10 contains 48630 members 
Mstep: Class 11 contains 45001 members 
Mstep: Class 12 contains 48667 members 
Mstep: Class 13 contains 48618 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47748 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44110 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154560.000000 Penalty: 75914.765625
Iteration 139Q: 24 clusters Score -1.101546e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 49156 members 
Mstep: Class 3 contains 47560 members 
Mstep: Class 4 contains 51366 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50094 members 
Mstep: Class 7 contains 30051 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52206 members 
Mstep: Class 10 contains 48668 members 
Mstep: Class 11 contains 44980 members 
Mstep: Class 12 contains 48705 members 
Mstep: Class 13 contains 48619 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47795 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44063 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154384.000000 Penalty: 75914.765625
Iteration 140F: 24 clusters Score -1.101544e+08 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 49062 members 
Mstep: Class 3 contains 47539 members 
Mstep: Class 4 contains 51391 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50067 members 
Mstep: Class 7 contains 30073 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52207 members 
Mstep: Class 10 contains 48716 members 
Mstep: Class 11 contains 44975 members 
Mstep: Class 12 contains 48760 members 
Mstep: Class 13 contains 48627 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47835 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 44015 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2408 members 
Entering Unmasked Estep 
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Score: -110154208.000000 Penalty: 75914.765625
Iteration 141Q: 24 clusters Score -1.101542e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 47553 members 
Mstep: Class 4 contains 51385 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50046 members 
Mstep: Class 7 contains 30074 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52243 members 
Mstep: Class 10 contains 48811 members 
Mstep: Class 11 contains 44965 members 
Mstep: Class 12 contains 48806 members 
Mstep: Class 13 contains 48682 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47844 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43923 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154232.000000 Penalty: 75914.765625
Iteration 142Q: 24 clusters Score -1.101542e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 48784 members 
Mstep: Class 3 contains 47601 members 
Mstep: Class 4 contains 51342 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50063 members 
Mstep: Class 7 contains 30080 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52275 members 
Mstep: Class 10 contains 48907 members 
Mstep: Class 11 contains 44950 members 
Mstep: Class 12 contains 48872 members 
Mstep: Class 13 contains 48684 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47839 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43834 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154504.000000 Penalty: 75914.765625
Iteration 143Q: 24 clusters Score -1.101545e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 48687 members 
Mstep: Class 3 contains 47652 members 
Mstep: Class 4 contains 51298 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50091 members 
Mstep: Class 7 contains 30092 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52264 members 
Mstep: Class 10 contains 49010 members 
Mstep: Class 11 contains 44898 members 
Mstep: Class 12 contains 48930 members 
Mstep: Class 13 contains 48701 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47854 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43749 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2412 members 
Entering Unmasked Estep 
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Score: -110154664.000000 Penalty: 75914.765625
Iteration 144Q: 24 clusters Score -1.101547e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 48567 members 
Mstep: Class 3 contains 47667 members 
Mstep: Class 4 contains 51314 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50106 members 
Mstep: Class 7 contains 30105 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52274 members 
Mstep: Class 10 contains 49080 members 
Mstep: Class 11 contains 44849 members 
Mstep: Class 12 contains 48973 members 
Mstep: Class 13 contains 48736 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47885 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43673 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2411 members 
Entering Unmasked Estep 
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Score: -110154528.000000 Penalty: 75914.765625
Iteration 145Q: 24 clusters Score -1.101545e+08 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 48465 members 
Mstep: Class 3 contains 47660 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50155 members 
Mstep: Class 7 contains 30117 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52249 members 
Mstep: Class 10 contains 49121 members 
Mstep: Class 11 contains 44800 members 
Mstep: Class 12 contains 49029 members 
Mstep: Class 13 contains 48753 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47919 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43614 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2415 members 
Entering Unmasked Estep 
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Score: -110154528.000000 Penalty: 75914.765625
Iteration 146Q: 24 clusters Score -1.101545e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 48378 members 
Mstep: Class 3 contains 47674 members 
Mstep: Class 4 contains 51323 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 50171 members 
Mstep: Class 7 contains 30118 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52246 members 
Mstep: Class 10 contains 49184 members 
Mstep: Class 11 contains 44743 members 
Mstep: Class 12 contains 49064 members 
Mstep: Class 13 contains 48796 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47928 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43550 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154640.000000 Penalty: 75914.765625
Iteration 147Q: 24 clusters Score -1.101546e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 48235 members 
Mstep: Class 3 contains 47691 members 
Mstep: Class 4 contains 51359 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 50210 members 
Mstep: Class 7 contains 30129 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52247 members 
Mstep: Class 10 contains 49220 members 
Mstep: Class 11 contains 44719 members 
Mstep: Class 12 contains 49104 members 
Mstep: Class 13 contains 48776 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47943 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43524 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2421 members 
Entering Unmasked Estep 
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Iteration 148Q: 24 clusters Score -1.101544e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 48088 members 
Mstep: Class 3 contains 47713 members 
Mstep: Class 4 contains 51429 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 30131 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52268 members 
Mstep: Class 10 contains 49269 members 
Mstep: Class 11 contains 44688 members 
Mstep: Class 12 contains 49089 members 
Mstep: Class 13 contains 48721 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43524 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2425 members 
Entering Unmasked Estep 
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Iteration 149Q: 24 clusters Score -1.101546e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 47980 members 
Mstep: Class 3 contains 47691 members 
Mstep: Class 4 contains 51468 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 50313 members 
Mstep: Class 7 contains 30138 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52291 members 
Mstep: Class 10 contains 49290 members 
Mstep: Class 11 contains 44674 members 
Mstep: Class 12 contains 49106 members 
Mstep: Class 13 contains 48699 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47993 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43494 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2425 members 
Entering Unmasked Estep 
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Iteration 150Q: 24 clusters Score -1.101547e+08 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 47842 members 
Mstep: Class 3 contains 47660 members 
Mstep: Class 4 contains 51504 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 50414 members 
Mstep: Class 7 contains 30137 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52311 members 
Mstep: Class 10 contains 49288 members 
Mstep: Class 11 contains 44645 members 
Mstep: Class 12 contains 49105 members 
Mstep: Class 13 contains 48692 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 48029 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43478 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2432 members 
Entering Unmasked Estep 
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Iteration 151Q: 24 clusters Score -1.101545e+08 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 47731 members 
Mstep: Class 3 contains 47624 members 
Mstep: Class 4 contains 51513 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 50458 members 
Mstep: Class 7 contains 30140 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52323 members 
Mstep: Class 10 contains 49308 members 
Mstep: Class 11 contains 44617 members 
Mstep: Class 12 contains 49154 members 
Mstep: Class 13 contains 48706 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 48025 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43470 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154328.000000 Penalty: 75914.765625
Iteration 152Q: 24 clusters Score -1.101543e+08 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 47622 members 
Mstep: Class 3 contains 47629 members 
Mstep: Class 4 contains 51579 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 50528 members 
Mstep: Class 7 contains 30151 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52315 members 
Mstep: Class 10 contains 49289 members 
Mstep: Class 11 contains 44565 members 
Mstep: Class 12 contains 49201 members 
Mstep: Class 13 contains 48676 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 48029 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43463 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154272.000000 Penalty: 75914.765625
Iteration 153Q: 24 clusters Score -1.101543e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 47529 members 
Mstep: Class 3 contains 47671 members 
Mstep: Class 4 contains 51623 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 50583 members 
Mstep: Class 7 contains 30162 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52305 members 
Mstep: Class 10 contains 49321 members 
Mstep: Class 11 contains 44526 members 
Mstep: Class 12 contains 49230 members 
Mstep: Class 13 contains 48632 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 48016 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43414 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154176.000000 Penalty: 75914.765625
Iteration 154Q: 24 clusters Score -1.101542e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 47410 members 
Mstep: Class 3 contains 47730 members 
Mstep: Class 4 contains 51624 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 50596 members 
Mstep: Class 7 contains 30175 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52279 members 
Mstep: Class 10 contains 49363 members 
Mstep: Class 11 contains 44494 members 
Mstep: Class 12 contains 49275 members 
Mstep: Class 13 contains 48637 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 48020 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43373 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153896.000000 Penalty: 75914.765625
Iteration 155Q: 24 clusters Score -1.101539e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 47265 members 
Mstep: Class 3 contains 47788 members 
Mstep: Class 4 contains 51628 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 50653 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52236 members 
Mstep: Class 10 contains 49397 members 
Mstep: Class 11 contains 44481 members 
Mstep: Class 12 contains 49292 members 
Mstep: Class 13 contains 48665 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 48009 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43347 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154112.000000 Penalty: 75914.765625
Iteration 156Q: 24 clusters Score -1.101541e+08 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 47130 members 
Mstep: Class 3 contains 47833 members 
Mstep: Class 4 contains 51581 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 50732 members 
Mstep: Class 7 contains 30178 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52225 members 
Mstep: Class 10 contains 49476 members 
Mstep: Class 11 contains 44480 members 
Mstep: Class 12 contains 49321 members 
Mstep: Class 13 contains 48672 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47991 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43321 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153912.000000 Penalty: 75914.765625
Iteration 157Q: 24 clusters Score -1.101539e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 47013 members 
Mstep: Class 3 contains 47847 members 
Mstep: Class 4 contains 51563 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 50779 members 
Mstep: Class 7 contains 30179 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52250 members 
Mstep: Class 10 contains 49561 members 
Mstep: Class 11 contains 44473 members 
Mstep: Class 12 contains 49350 members 
Mstep: Class 13 contains 48659 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47974 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43281 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153688.000000 Penalty: 75914.765625
Iteration 158Q: 24 clusters Score -1.101537e+08 nChanged 2454
Entering ConstructFrom: 
Score: -110153688.000000 Penalty: 75914.765625
Entering ConstructFrom: 
Trying to split cluster 1 (29813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Entering Unmasked Estep 
Score: -5560535.500000 Penalty: 2555.069580
	Iteration 0F: 2 clusters Score -5560536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -5540087.000000 Penalty: 5110.139160
	Iteration 0F: 3 clusters Score -5540087 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -5547365.000000 Penalty: 5110.139160
	Iteration 1F: 3 clusters Score -5547365 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -5547823.500000 Penalty: 5110.139160
	Iteration 2Q: 3 clusters Score -5547824 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -5548229.000000 Penalty: 5110.139160
	Iteration 3Q: 3 clusters Score -5548229 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -5548534.500000 Penalty: 5110.139160
	Iteration 4Q: 3 clusters Score -5548534 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5548875.500000 Penalty: 5110.139160
	Iteration 5Q: 3 clusters Score -5548876 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -5549221.500000 Penalty: 5110.139160
	Iteration 6Q: 3 clusters Score -5549222 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -5549683.500000 Penalty: 5110.139160
	Iteration 7Q: 3 clusters Score -5549684 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -5550411.500000 Penalty: 5110.139160
	Iteration 8Q: 3 clusters Score -5550412 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -5551488.000000 Penalty: 5110.139160
	Iteration 9F: 3 clusters Score -5551488 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -5552771.500000 Penalty: 5110.139160
	Iteration 10F: 3 clusters Score -5552772 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -5554237.000000 Penalty: 5110.139160
	Iteration 11F: 3 clusters Score -5554237 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -5555486.000000 Penalty: 5110.139160
	Iteration 12F: 3 clusters Score -5555486 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -5556376.500000 Penalty: 5110.139160
	Iteration 13Q: 3 clusters Score -5556376 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5556997.500000 Penalty: 5110.139160
	Iteration 14Q: 3 clusters Score -5556998 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -5557453.500000 Penalty: 5110.139160
	Iteration 15Q: 3 clusters Score -5557454 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -5557847.500000 Penalty: 5110.139160
	Iteration 16Q: 3 clusters Score -5557848 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -5558118.000000 Penalty: 5110.139160
	Iteration 17Q: 3 clusters Score -5558118 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -5558339.500000 Penalty: 5110.139160
	Iteration 18Q: 3 clusters Score -5558340 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -5558476.000000 Penalty: 5110.139160
	Iteration 19Q: 3 clusters Score -5558476 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -5558566.000000 Penalty: 5110.139160
	Iteration 20F: 3 clusters Score -5558566 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -5558654.500000 Penalty: 5110.139160
	Iteration 21Q: 3 clusters Score -5558654 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -5558691.000000 Penalty: 5110.139160
	Iteration 22Q: 3 clusters Score -5558691 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -5558740.000000 Penalty: 5110.139160
	Iteration 23Q: 3 clusters Score -5558740 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -5558783.000000 Penalty: 5110.139160
	Iteration 24Q: 3 clusters Score -5558783 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -5558786.000000 Penalty: 5110.139160
	Iteration 25Q: 3 clusters Score -5558786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -5558797.000000 Penalty: 5110.139160
	Iteration 26Q: 3 clusters Score -5558797 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -5558819.000000 Penalty: 5110.139160
	Iteration 27Q: 3 clusters Score -5558819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -5558819.500000 Penalty: 5110.139160
	Iteration 28Q: 3 clusters Score -5558820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -5558831.500000 Penalty: 5110.139160
	Iteration 29Q: 3 clusters Score -5558832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -5558832.500000 Penalty: 5110.139160
	Iteration 30Q: 3 clusters Score -5558832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -5558841.500000 Penalty: 5110.139160
	Iteration 31Q: 3 clusters Score -5558842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -5558839.500000 Penalty: 5110.139160
	Iteration 32Q: 3 clusters Score -5558840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -5558847.000000 Penalty: 5110.139160
	Iteration 33Q: 3 clusters Score -5558847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -5558844.000000 Penalty: 5110.139160
	Iteration 34Q: 3 clusters Score -5558844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5558849.500000 Penalty: 5110.139160
	Iteration 35Q: 3 clusters Score -5558850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -5558852.500000 Penalty: 5110.139160
	Iteration 36Q: 3 clusters Score -5558852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -5558852.000000 Penalty: 5110.139160
	Iteration 37Q: 3 clusters Score -5558852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -5558868.000000 Penalty: 5110.139160
	Iteration 38Q: 3 clusters Score -5558868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5558889.500000 Penalty: 5110.139160
	Iteration 39Q: 3 clusters Score -5558890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -5558879.000000 Penalty: 5110.139160
	Iteration 40F: 3 clusters Score -5558879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -5558891.000000 Penalty: 5110.139160
	Iteration 41Q: 3 clusters Score -5558891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -5558872.000000 Penalty: 5110.139160
	Iteration 42Q: 3 clusters Score -5558872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -5558889.500000 Penalty: 5110.139160
	Iteration 43Q: 3 clusters Score -5558890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -5558884.000000 Penalty: 5110.139160
	Iteration 44Q: 3 clusters Score -5558884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -5558886.500000 Penalty: 5110.139160
	Iteration 45Q: 3 clusters Score -5558886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -5558890.000000 Penalty: 5110.139160
	Iteration 46Q: 3 clusters Score -5558890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -5558889.000000 Penalty: 5110.139160
	Iteration 47Q: 3 clusters Score -5558889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -5558883.000000 Penalty: 5110.139160
	Iteration 48Q: 3 clusters Score -5558883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -5558888.000000 Penalty: 5110.139160
	Iteration 49Q: 3 clusters Score -5558888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -5558892.500000 Penalty: 5110.139160
	Iteration 50Q: 3 clusters Score -5558892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -5558889.000000 Penalty: 5110.139160
	Iteration 51Q: 3 clusters Score -5558889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -5558892.000000 Penalty: 5110.139160
	Iteration 52Q: 3 clusters Score -5558892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -5558896.500000 Penalty: 5110.139160
	Iteration 53Q: 3 clusters Score -5558896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -5558894.000000 Penalty: 5110.139160
	Iteration 54Q: 3 clusters Score -5558894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -5558898.000000 Penalty: 5110.139160
	Iteration 55Q: 3 clusters Score -5558898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -5558898.500000 Penalty: 5110.139160
	Iteration 56Q: 3 clusters Score -5558898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -5558898.000000 Penalty: 5110.139160
	Iteration 57Q: 3 clusters Score -5558898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -5558898.500000 Penalty: 5110.139160
	Iteration 58Q: 3 clusters Score -5558898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5558906.000000 Penalty: 5110.139160
	Iteration 59Q: 3 clusters Score -5558906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -5558909.000000 Penalty: 5110.139160
	Iteration 60F: 3 clusters Score -5558909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -5558915.000000 Penalty: 5110.139160
	Iteration 61Q: 3 clusters Score -5558915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -5558916.000000 Penalty: 5110.139160
	Iteration 62Q: 3 clusters Score -5558916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5558916.000000 Penalty: 5110.139160
	Iteration 63Q: 3 clusters Score -5558916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -5558916.000000 Penalty: 5110.139160
	Iteration 64Q: 3 clusters Score -5558916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5558923.500000 Penalty: 5110.139160
	Iteration 65Q: 3 clusters Score -5558924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -5558928.500000 Penalty: 5110.139160
	Iteration 66Q: 3 clusters Score -5558928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -5558928.000000 Penalty: 5110.139160
	Iteration 67Q: 3 clusters Score -5558928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -5558929.500000 Penalty: 5110.139160
	Iteration 68Q: 3 clusters Score -5558930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -5558926.500000 Penalty: 5110.139160
	Iteration 69Q: 3 clusters Score -5558926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -5558926.500000 Penalty: 5110.139160
	Iteration 70F: 3 clusters Score -5558926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Entering Unmasked Estep 
Score: -8813485.000000 Penalty: 2667.241211
	Iteration 0F: 2 clusters Score -8813485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -8784328.000000 Penalty: 5334.482422
	Iteration 0F: 3 clusters Score -8784328 nChanged 21483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -8795995.000000 Penalty: 5334.482422
	Iteration 1F: 3 clusters Score -8795995 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -8796446.000000 Penalty: 5334.482422
	Iteration 2Q: 3 clusters Score -8796446 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -8796986.000000 Penalty: 5334.482422
	Iteration 3Q: 3 clusters Score -8796986 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -8797610.000000 Penalty: 5334.482422
	Iteration 4Q: 3 clusters Score -8797610 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -8798494.000000 Penalty: 5334.482422
	Iteration 5Q: 3 clusters Score -8798494 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -8799886.000000 Penalty: 5334.482422
	Iteration 6F: 3 clusters Score -8799886 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -8801875.000000 Penalty: 5334.482422
	Iteration 7F: 3 clusters Score -8801875 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -8804265.000000 Penalty: 5334.482422
	Iteration 8F: 3 clusters Score -8804265 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -8806371.000000 Penalty: 5334.482422
	Iteration 9F: 3 clusters Score -8806371 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -8808043.000000 Penalty: 5334.482422
	Iteration 10F: 3 clusters Score -8808043 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -8809247.000000 Penalty: 5334.482422
	Iteration 11Q: 3 clusters Score -8809247 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -8810011.000000 Penalty: 5334.482422
	Iteration 12Q: 3 clusters Score -8810011 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8810525.000000 Penalty: 5334.482422
	Iteration 13Q: 3 clusters Score -8810525 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -8810835.000000 Penalty: 5334.482422
	Iteration 14Q: 3 clusters Score -8810835 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -8810980.000000 Penalty: 5334.482422
	Iteration 15Q: 3 clusters Score -8810980 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8811069.000000 Penalty: 5334.482422
	Iteration 16Q: 3 clusters Score -8811069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8811132.000000 Penalty: 5334.482422
	Iteration 17Q: 3 clusters Score -8811132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -8811165.000000 Penalty: 5334.482422
	Iteration 18Q: 3 clusters Score -8811165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -8811190.000000 Penalty: 5334.482422
	Iteration 19Q: 3 clusters Score -8811190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -8811202.000000 Penalty: 5334.482422
	Iteration 20F: 3 clusters Score -8811202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -8811203.000000 Penalty: 5334.482422
	Iteration 21Q: 3 clusters Score -8811203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -8811206.000000 Penalty: 5334.482422
	Iteration 22Q: 3 clusters Score -8811206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8811208.000000 Penalty: 5334.482422
	Iteration 23Q: 3 clusters Score -8811208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -8811211.000000 Penalty: 5334.482422
	Iteration 24Q: 3 clusters Score -8811211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -8811216.000000 Penalty: 5334.482422
	Iteration 25Q: 3 clusters Score -8811216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -8811219.000000 Penalty: 5334.482422
	Iteration 26Q: 3 clusters Score -8811219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -8811229.000000 Penalty: 5334.482422
	Iteration 27Q: 3 clusters Score -8811229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8811229.000000 Penalty: 5334.482422
	Iteration 28Q: 3 clusters Score -8811229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8811233.000000 Penalty: 5334.482422
	Iteration 29Q: 3 clusters Score -8811233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -8811229.000000 Penalty: 5334.482422
	Iteration 30Q: 3 clusters Score -8811229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -8811229.000000 Penalty: 5334.482422
	Iteration 31F: 3 clusters Score -8811229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Entering Unmasked Estep 
Score: -8866859.000000 Penalty: 2672.425781
	Iteration 0F: 2 clusters Score -8866859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -8835338.000000 Penalty: 5344.851562
	Iteration 0F: 3 clusters Score -8835338 nChanged 22116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -8847916.000000 Penalty: 5344.851562
	Iteration 1F: 3 clusters Score -8847916 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -8849000.000000 Penalty: 5344.851562
	Iteration 2Q: 3 clusters Score -8849000 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -8850229.000000 Penalty: 5344.851562
	Iteration 3Q: 3 clusters Score -8850229 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -8851691.000000 Penalty: 5344.851562
	Iteration 4F: 3 clusters Score -8851691 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -8853438.000000 Penalty: 5344.851562
	Iteration 5F: 3 clusters Score -8853438 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -8855569.000000 Penalty: 5344.851562
	Iteration 6F: 3 clusters Score -8855569 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -8857946.000000 Penalty: 5344.851562
	Iteration 7F: 3 clusters Score -8857946 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -8859872.000000 Penalty: 5344.851562
	Iteration 8F: 3 clusters Score -8859872 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -8860966.000000 Penalty: 5344.851562
	Iteration 9Q: 3 clusters Score -8860966 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -8861520.000000 Penalty: 5344.851562
	Iteration 10Q: 3 clusters Score -8861520 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -8861825.000000 Penalty: 5344.851562
	Iteration 11Q: 3 clusters Score -8861825 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -8862117.000000 Penalty: 5344.851562
	Iteration 12Q: 3 clusters Score -8862117 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -8862441.000000 Penalty: 5344.851562
	Iteration 13Q: 3 clusters Score -8862441 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -8862690.000000 Penalty: 5344.851562
	Iteration 14Q: 3 clusters Score -8862690 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -8862972.000000 Penalty: 5344.851562
	Iteration 15Q: 3 clusters Score -8862972 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -8863203.000000 Penalty: 5344.851562
	Iteration 16Q: 3 clusters Score -8863203 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -8863444.000000 Penalty: 5344.851562
	Iteration 17Q: 3 clusters Score -8863444 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -8863689.000000 Penalty: 5344.851562
	Iteration 18Q: 3 clusters Score -8863689 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -8863963.000000 Penalty: 5344.851562
	Iteration 19Q: 3 clusters Score -8863963 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -8864165.000000 Penalty: 5344.851562
	Iteration 20F: 3 clusters Score -8864165 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -8864346.000000 Penalty: 5344.851562
	Iteration 21Q: 3 clusters Score -8864346 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -8864453.000000 Penalty: 5344.851562
	Iteration 22Q: 3 clusters Score -8864453 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -8864627.000000 Penalty: 5344.851562
	Iteration 23Q: 3 clusters Score -8864627 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -8864734.000000 Penalty: 5344.851562
	Iteration 24Q: 3 clusters Score -8864734 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -8864826.000000 Penalty: 5344.851562
	Iteration 25Q: 3 clusters Score -8864826 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -8864927.000000 Penalty: 5344.851562
	Iteration 26Q: 3 clusters Score -8864927 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -8864967.000000 Penalty: 5344.851562
	Iteration 27Q: 3 clusters Score -8864967 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -8865028.000000 Penalty: 5344.851562
	Iteration 28Q: 3 clusters Score -8865028 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -8865049.000000 Penalty: 5344.851562
	Iteration 29Q: 3 clusters Score -8865049 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -8865108.000000 Penalty: 5344.851562
	Iteration 30Q: 3 clusters Score -8865108 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -8865094.000000 Penalty: 5344.851562
	Iteration 31Q: 3 clusters Score -8865094 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -8865149.000000 Penalty: 5344.851562
	Iteration 32Q: 3 clusters Score -8865149 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -8865215.000000 Penalty: 5344.851562
	Iteration 33Q: 3 clusters Score -8865215 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -8865237.000000 Penalty: 5344.851562
	Iteration 34Q: 3 clusters Score -8865237 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -8865279.000000 Penalty: 5344.851562
	Iteration 35Q: 3 clusters Score -8865279 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -8865303.000000 Penalty: 5344.851562
	Iteration 36Q: 3 clusters Score -8865303 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -8865351.000000 Penalty: 5344.851562
	Iteration 37Q: 3 clusters Score -8865351 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -8865385.000000 Penalty: 5344.851562
	Iteration 38Q: 3 clusters Score -8865385 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -8865405.000000 Penalty: 5344.851562
	Iteration 39Q: 3 clusters Score -8865405 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8865422.000000 Penalty: 5344.851562
	Iteration 40F: 3 clusters Score -8865422 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8865447.000000 Penalty: 5344.851562
	Iteration 41Q: 3 clusters Score -8865447 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -8865466.000000 Penalty: 5344.851562
	Iteration 42Q: 3 clusters Score -8865466 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -8865507.000000 Penalty: 5344.851562
	Iteration 43Q: 3 clusters Score -8865507 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -8865540.000000 Penalty: 5344.851562
	Iteration 44Q: 3 clusters Score -8865540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -8865551.000000 Penalty: 5344.851562
	Iteration 45Q: 3 clusters Score -8865551 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -8865559.000000 Penalty: 5344.851562
	Iteration 46Q: 3 clusters Score -8865559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -8865575.000000 Penalty: 5344.851562
	Iteration 47Q: 3 clusters Score -8865575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -8865596.000000 Penalty: 5344.851562
	Iteration 48Q: 3 clusters Score -8865596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -8865585.000000 Penalty: 5344.851562
	Iteration 49Q: 3 clusters Score -8865585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -8865593.000000 Penalty: 5344.851562
	Iteration 50Q: 3 clusters Score -8865593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -8865609.000000 Penalty: 5344.851562
	Iteration 51Q: 3 clusters Score -8865609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -8865614.000000 Penalty: 5344.851562
	Iteration 52Q: 3 clusters Score -8865614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -8865627.000000 Penalty: 5344.851562
	Iteration 53Q: 3 clusters Score -8865627 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -8865633.000000 Penalty: 5344.851562
	Iteration 54Q: 3 clusters Score -8865633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8865624.000000 Penalty: 5344.851562
	Iteration 55Q: 3 clusters Score -8865624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -8865626.000000 Penalty: 5344.851562
	Iteration 56Q: 3 clusters Score -8865626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -8865640.000000 Penalty: 5344.851562
	Iteration 57Q: 3 clusters Score -8865640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8865650.000000 Penalty: 5344.851562
	Iteration 58Q: 3 clusters Score -8865650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -8865660.000000 Penalty: 5344.851562
	Iteration 59Q: 3 clusters Score -8865660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -8865646.000000 Penalty: 5344.851562
	Iteration 60F: 3 clusters Score -8865646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -8865677.000000 Penalty: 5344.851562
	Iteration 61Q: 3 clusters Score -8865677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -8865694.000000 Penalty: 5344.851562
	Iteration 62Q: 3 clusters Score -8865694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -8865698.000000 Penalty: 5344.851562
	Iteration 63Q: 3 clusters Score -8865698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -8865685.000000 Penalty: 5344.851562
	Iteration 64Q: 3 clusters Score -8865685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8865678.000000 Penalty: 5344.851562
	Iteration 65Q: 3 clusters Score -8865678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8865695.000000 Penalty: 5344.851562
	Iteration 66Q: 3 clusters Score -8865695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -8865694.000000 Penalty: 5344.851562
	Iteration 67Q: 3 clusters Score -8865694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -8865692.000000 Penalty: 5344.851562
	Iteration 68Q: 3 clusters Score -8865692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -8865689.000000 Penalty: 5344.851562
	Iteration 69Q: 3 clusters Score -8865689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -8865696.000000 Penalty: 5344.851562
	Iteration 70Q: 3 clusters Score -8865696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -8865692.000000 Penalty: 5344.851562
	Iteration 71Q: 3 clusters Score -8865692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -8865694.000000 Penalty: 5344.851562
	Iteration 72Q: 3 clusters Score -8865694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -8865712.000000 Penalty: 5344.851562
	Iteration 73Q: 3 clusters Score -8865712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -8865718.000000 Penalty: 5344.851562
	Iteration 74Q: 3 clusters Score -8865718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -8865710.000000 Penalty: 5344.851562
	Iteration 75Q: 3 clusters Score -8865710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -8865715.000000 Penalty: 5344.851562
	Iteration 76Q: 3 clusters Score -8865715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -8865718.000000 Penalty: 5344.851562
	Iteration 77Q: 3 clusters Score -8865718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -8865724.000000 Penalty: 5344.851562
	Iteration 78Q: 3 clusters Score -8865724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -8865734.000000 Penalty: 5344.851562
	Iteration 79Q: 3 clusters Score -8865734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -8865735.000000 Penalty: 5344.851562
	Iteration 80F: 3 clusters Score -8865735 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8865733.000000 Penalty: 5344.851562
	Iteration 81Q: 3 clusters Score -8865733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8865748.000000 Penalty: 5344.851562
	Iteration 82Q: 3 clusters Score -8865748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8865745.000000 Penalty: 5344.851562
	Iteration 83Q: 3 clusters Score -8865745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8865738.000000 Penalty: 5344.851562
	Iteration 84Q: 3 clusters Score -8865738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -8865735.000000 Penalty: 5344.851562
	Iteration 85Q: 3 clusters Score -8865735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -8865756.000000 Penalty: 5344.851562
	Iteration 86Q: 3 clusters Score -8865756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8865776.000000 Penalty: 5344.851562
	Iteration 87Q: 3 clusters Score -8865776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -8865769.000000 Penalty: 5344.851562
	Iteration 88Q: 3 clusters Score -8865769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8865768.000000 Penalty: 5344.851562
	Iteration 89Q: 3 clusters Score -8865768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -8865766.000000 Penalty: 5344.851562
	Iteration 90Q: 3 clusters Score -8865766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -8865771.000000 Penalty: 5344.851562
	Iteration 91Q: 3 clusters Score -8865771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8865776.000000 Penalty: 5344.851562
	Iteration 92Q: 3 clusters Score -8865776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -8865784.000000 Penalty: 5344.851562
	Iteration 93Q: 3 clusters Score -8865784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -8865785.000000 Penalty: 5344.851562
	Iteration 94Q: 3 clusters Score -8865785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8865785.000000 Penalty: 5344.851562
	Iteration 95Q: 3 clusters Score -8865785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8865783.000000 Penalty: 5344.851562
	Iteration 96Q: 3 clusters Score -8865783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -8865788.000000 Penalty: 5344.851562
	Iteration 97Q: 3 clusters Score -8865788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -8865789.000000 Penalty: 5344.851562
	Iteration 98Q: 3 clusters Score -8865789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8865787.000000 Penalty: 5344.851562
	Iteration 99Q: 3 clusters Score -8865787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -8865802.000000 Penalty: 5344.851562
	Iteration 100F: 3 clusters Score -8865802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8865805.000000 Penalty: 5344.851562
	Iteration 101Q: 3 clusters Score -8865805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -8865804.000000 Penalty: 5344.851562
	Iteration 102Q: 3 clusters Score -8865804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -8865807.000000 Penalty: 5344.851562
	Iteration 103Q: 3 clusters Score -8865807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8865812.000000 Penalty: 5344.851562
	Iteration 104Q: 3 clusters Score -8865812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -8865805.000000 Penalty: 5344.851562
	Iteration 105Q: 3 clusters Score -8865805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -8865811.000000 Penalty: 5344.851562
	Iteration 106Q: 3 clusters Score -8865811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8865813.000000 Penalty: 5344.851562
	Iteration 107Q: 3 clusters Score -8865813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -8865824.000000 Penalty: 5344.851562
	Iteration 108Q: 3 clusters Score -8865824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -8865818.000000 Penalty: 5344.851562
	Iteration 109Q: 3 clusters Score -8865818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -8865817.000000 Penalty: 5344.851562
	Iteration 110Q: 3 clusters Score -8865817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -8865823.000000 Penalty: 5344.851562
	Iteration 111Q: 3 clusters Score -8865823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -8865822.000000 Penalty: 5344.851562
	Iteration 112Q: 3 clusters Score -8865822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -8865827.000000 Penalty: 5344.851562
	Iteration 113Q: 3 clusters Score -8865827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -8865834.000000 Penalty: 5344.851562
	Iteration 114Q: 3 clusters Score -8865834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -8865837.000000 Penalty: 5344.851562
	Iteration 115Q: 3 clusters Score -8865837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -8865836.000000 Penalty: 5344.851562
	Iteration 116Q: 3 clusters Score -8865836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8865835.000000 Penalty: 5344.851562
	Iteration 117Q: 3 clusters Score -8865835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -8865831.000000 Penalty: 5344.851562
	Iteration 118Q: 3 clusters Score -8865831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -8865833.000000 Penalty: 5344.851562
	Iteration 119Q: 3 clusters Score -8865833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -8865833.000000 Penalty: 5344.851562
	Iteration 120F: 3 clusters Score -8865833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8865842.000000 Penalty: 5344.851562
	Iteration 121Q: 3 clusters Score -8865842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -8865845.000000 Penalty: 5344.851562
	Iteration 122Q: 3 clusters Score -8865845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -8865846.000000 Penalty: 5344.851562
	Iteration 123Q: 3 clusters Score -8865846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8865846.000000 Penalty: 5344.851562
	Iteration 124Q: 3 clusters Score -8865846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -8865846.000000 Penalty: 5344.851562
	Iteration 125Q: 3 clusters Score -8865846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -8865846.000000 Penalty: 5344.851562
	Iteration 126F: 3 clusters Score -8865846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51597 members 
Entering Unmasked Estep 
Score: -9651970.000000 Penalty: 2691.102295
	Iteration 0F: 2 clusters Score -9651970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -9620627.000000 Penalty: 5382.204590
	Iteration 0F: 3 clusters Score -9620627 nChanged 23913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -9633994.000000 Penalty: 5382.204590
	Iteration 1F: 3 clusters Score -9633994 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -9634471.000000 Penalty: 5382.204590
	Iteration 2Q: 3 clusters Score -9634471 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -9634993.000000 Penalty: 5382.204590
	Iteration 3Q: 3 clusters Score -9634993 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -9635483.000000 Penalty: 5382.204590
	Iteration 4Q: 3 clusters Score -9635483 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -9636006.000000 Penalty: 5382.204590
	Iteration 5Q: 3 clusters Score -9636006 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -9636640.000000 Penalty: 5382.204590
	Iteration 6Q: 3 clusters Score -9636640 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -9637386.000000 Penalty: 5382.204590
	Iteration 7Q: 3 clusters Score -9637386 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -9638503.000000 Penalty: 5382.204590
	Iteration 8Q: 3 clusters Score -9638503 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -9640233.000000 Penalty: 5382.204590
	Iteration 9F: 3 clusters Score -9640233 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -9642415.000000 Penalty: 5382.204590
	Iteration 10F: 3 clusters Score -9642415 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -9644753.000000 Penalty: 5382.204590
	Iteration 11F: 3 clusters Score -9644753 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -9646625.000000 Penalty: 5382.204590
	Iteration 12Q: 3 clusters Score -9646625 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -9647752.000000 Penalty: 5382.204590
	Iteration 13Q: 3 clusters Score -9647752 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -9648454.000000 Penalty: 5382.204590
	Iteration 14Q: 3 clusters Score -9648454 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -9648905.000000 Penalty: 5382.204590
	Iteration 15Q: 3 clusters Score -9648905 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -9649331.000000 Penalty: 5382.204590
	Iteration 16Q: 3 clusters Score -9649331 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -9649654.000000 Penalty: 5382.204590
	Iteration 17Q: 3 clusters Score -9649654 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -9649981.000000 Penalty: 5382.204590
	Iteration 18Q: 3 clusters Score -9649981 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -9650263.000000 Penalty: 5382.204590
	Iteration 19Q: 3 clusters Score -9650263 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -9650559.000000 Penalty: 5382.204590
	Iteration 20F: 3 clusters Score -9650559 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -9650712.000000 Penalty: 5382.204590
	Iteration 21Q: 3 clusters Score -9650712 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -9650871.000000 Penalty: 5382.204590
	Iteration 22Q: 3 clusters Score -9650871 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -9651035.000000 Penalty: 5382.204590
	Iteration 23Q: 3 clusters Score -9651035 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -9651144.000000 Penalty: 5382.204590
	Iteration 24Q: 3 clusters Score -9651144 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -9651231.000000 Penalty: 5382.204590
	Iteration 25Q: 3 clusters Score -9651231 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -9651284.000000 Penalty: 5382.204590
	Iteration 26Q: 3 clusters Score -9651284 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -9651385.000000 Penalty: 5382.204590
	Iteration 27Q: 3 clusters Score -9651385 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -9651458.000000 Penalty: 5382.204590
	Iteration 28Q: 3 clusters Score -9651458 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -9651475.000000 Penalty: 5382.204590
	Iteration 29Q: 3 clusters Score -9651475 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -9651426.000000 Penalty: 5382.204590
	Iteration 30Q: 3 clusters Score -9651426 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -9651431.000000 Penalty: 5382.204590
	Iteration 31Q: 3 clusters Score -9651431 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -9651504.000000 Penalty: 5382.204590
	Iteration 32Q: 3 clusters Score -9651504 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -9651503.000000 Penalty: 5382.204590
	Iteration 33Q: 3 clusters Score -9651503 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -9651458.000000 Penalty: 5382.204590
	Iteration 34Q: 3 clusters Score -9651458 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -9651336.000000 Penalty: 5382.204590
	Iteration 35Q: 3 clusters Score -9651336 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -9651261.000000 Penalty: 5382.204590
	Iteration 36Q: 3 clusters Score -9651261 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -9651202.000000 Penalty: 5382.204590
	Iteration 37Q: 3 clusters Score -9651202 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -9651136.000000 Penalty: 5382.204590
	Iteration 38Q: 3 clusters Score -9651136 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -9651077.000000 Penalty: 5382.204590
	Iteration 39Q: 3 clusters Score -9651077 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -9651000.000000 Penalty: 5382.204590
	Iteration 40F: 3 clusters Score -9651000 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -9650855.000000 Penalty: 5382.204590
	Iteration 41Q: 3 clusters Score -9650855 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -9650768.000000 Penalty: 5382.204590
	Iteration 42Q: 3 clusters Score -9650768 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -9650687.000000 Penalty: 5382.204590
	Iteration 43Q: 3 clusters Score -9650687 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -9650628.000000 Penalty: 5382.204590
	Iteration 44Q: 3 clusters Score -9650628 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -9650548.000000 Penalty: 5382.204590
	Iteration 45Q: 3 clusters Score -9650548 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -9650457.000000 Penalty: 5382.204590
	Iteration 46Q: 3 clusters Score -9650457 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -9650380.000000 Penalty: 5382.204590
	Iteration 47Q: 3 clusters Score -9650380 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -9650322.000000 Penalty: 5382.204590
	Iteration 48Q: 3 clusters Score -9650322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -9650285.000000 Penalty: 5382.204590
	Iteration 49Q: 3 clusters Score -9650285 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -9650258.000000 Penalty: 5382.204590
	Iteration 50Q: 3 clusters Score -9650258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -9650245.000000 Penalty: 5382.204590
	Iteration 51Q: 3 clusters Score -9650245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -9650204.000000 Penalty: 5382.204590
	Iteration 52Q: 3 clusters Score -9650204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -9650171.000000 Penalty: 5382.204590
	Iteration 53Q: 3 clusters Score -9650171 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -9650172.000000 Penalty: 5382.204590
	Iteration 54Q: 3 clusters Score -9650172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -9650144.000000 Penalty: 5382.204590
	Iteration 55Q: 3 clusters Score -9650144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -9650154.000000 Penalty: 5382.204590
	Iteration 56Q: 3 clusters Score -9650154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -9650136.000000 Penalty: 5382.204590
	Iteration 57Q: 3 clusters Score -9650136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -9650128.000000 Penalty: 5382.204590
	Iteration 58Q: 3 clusters Score -9650128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -9650128.000000 Penalty: 5382.204590
	Iteration 59Q: 3 clusters Score -9650128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -9650118.000000 Penalty: 5382.204590
	Iteration 60F: 3 clusters Score -9650118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -9650128.000000 Penalty: 5382.204590
	Iteration 61Q: 3 clusters Score -9650128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -9650125.000000 Penalty: 5382.204590
	Iteration 62Q: 3 clusters Score -9650125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -9650108.000000 Penalty: 5382.204590
	Iteration 63Q: 3 clusters Score -9650108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -9650104.000000 Penalty: 5382.204590
	Iteration 64Q: 3 clusters Score -9650104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -9650109.000000 Penalty: 5382.204590
	Iteration 65Q: 3 clusters Score -9650109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -9650111.000000 Penalty: 5382.204590
	Iteration 66Q: 3 clusters Score -9650111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -9650101.000000 Penalty: 5382.204590
	Iteration 67Q: 3 clusters Score -9650101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -9650108.000000 Penalty: 5382.204590
	Iteration 68Q: 3 clusters Score -9650108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -9650107.000000 Penalty: 5382.204590
	Iteration 69Q: 3 clusters Score -9650107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -9650095.000000 Penalty: 5382.204590
	Iteration 70Q: 3 clusters Score -9650095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -9650087.000000 Penalty: 5382.204590
	Iteration 71Q: 3 clusters Score -9650087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -9650097.000000 Penalty: 5382.204590
	Iteration 72Q: 3 clusters Score -9650097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -9650092.000000 Penalty: 5382.204590
	Iteration 73Q: 3 clusters Score -9650092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -9650094.000000 Penalty: 5382.204590
	Iteration 74Q: 3 clusters Score -9650094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -9650089.000000 Penalty: 5382.204590
	Iteration 75Q: 3 clusters Score -9650089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -9650097.000000 Penalty: 5382.204590
	Iteration 76Q: 3 clusters Score -9650097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -9650086.000000 Penalty: 5382.204590
	Iteration 77Q: 3 clusters Score -9650086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -9650089.000000 Penalty: 5382.204590
	Iteration 78Q: 3 clusters Score -9650089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -9650098.000000 Penalty: 5382.204590
	Iteration 79Q: 3 clusters Score -9650098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -9650098.000000 Penalty: 5382.204590
	Iteration 80F: 3 clusters Score -9650098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -412770.468750 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -412770.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -409890.187500 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -409890.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -410452.718750 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -410452.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -410680.968750 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -410681 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -410839.406250 Penalty: 3861.923828
	Iteration 3F: 3 clusters Score -410839.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -410984.375000 Penalty: 3861.923828
	Iteration 4F: 3 clusters Score -410984.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -411102.000000 Penalty: 3861.923828
	Iteration 5F: 3 clusters Score -411102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -411179.875000 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -411179.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -411273.375000 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -411273.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -411333.781250 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -411333.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -411372.718750 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -411372.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -411409.500000 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -411409.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -411442.437500 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -411442.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -411473.093750 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -411473.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -411494.437500 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -411494.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -411521.062500 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -411521.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -411532.281250 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -411532.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -411540.968750 Penalty: 3861.923828
	Iteration 16Q: 3 clusters Score -411541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -411548.375000 Penalty: 3861.923828
	Iteration 17Q: 3 clusters Score -411548.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -411556.468750 Penalty: 3861.923828
	Iteration 18Q: 3 clusters Score -411556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -411560.781250 Penalty: 3861.923828
	Iteration 19Q: 3 clusters Score -411560.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -411565.250000 Penalty: 3861.923828
	Iteration 20F: 3 clusters Score -411565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -411570.656250 Penalty: 3861.923828
	Iteration 21Q: 3 clusters Score -411570.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -411575.250000 Penalty: 3861.923828
	Iteration 22Q: 3 clusters Score -411575.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -411580.250000 Penalty: 3861.923828
	Iteration 23Q: 3 clusters Score -411580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -411582.343750 Penalty: 3861.923828
	Iteration 24Q: 3 clusters Score -411582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -411583.593750 Penalty: 3861.923828
	Iteration 25Q: 3 clusters Score -411583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -411583.531250 Penalty: 3861.923828
	Iteration 26Q: 3 clusters Score -411583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -411585.031250 Penalty: 3861.923828
	Iteration 27Q: 3 clusters Score -411585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -411586.343750 Penalty: 3861.923828
	Iteration 28Q: 3 clusters Score -411586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -411587.000000 Penalty: 3861.923828
	Iteration 29Q: 3 clusters Score -411587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -411587.218750 Penalty: 3861.923828
	Iteration 30Q: 3 clusters Score -411587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -411588.406250 Penalty: 3861.923828
	Iteration 31Q: 3 clusters Score -411588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -411591.062500 Penalty: 3861.923828
	Iteration 32Q: 3 clusters Score -411591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -411593.625000 Penalty: 3861.923828
	Iteration 33Q: 3 clusters Score -411593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -411596.500000 Penalty: 3861.923828
	Iteration 34Q: 3 clusters Score -411596.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -411598.343750 Penalty: 3861.923828
	Iteration 35Q: 3 clusters Score -411598.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -411599.718750 Penalty: 3861.923828
	Iteration 36Q: 3 clusters Score -411599.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -411599.718750 Penalty: 3861.923828
	Iteration 37F: 3 clusters Score -411599.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Entering Unmasked Estep 
Score: -9479325.000000 Penalty: 2687.305176
	Iteration 0F: 2 clusters Score -9479325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -9447736.000000 Penalty: 5374.610352
	Iteration 0F: 3 clusters Score -9447736 nChanged 23493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -9460690.000000 Penalty: 5374.610352
	Iteration 1F: 3 clusters Score -9460690 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -9461179.000000 Penalty: 5374.610352
	Iteration 2Q: 3 clusters Score -9461179 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -9461635.000000 Penalty: 5374.610352
	Iteration 3Q: 3 clusters Score -9461635 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -9462212.000000 Penalty: 5374.610352
	Iteration 4Q: 3 clusters Score -9462212 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -9462889.000000 Penalty: 5374.610352
	Iteration 5Q: 3 clusters Score -9462889 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -9463862.000000 Penalty: 5374.610352
	Iteration 6Q: 3 clusters Score -9463862 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -9465355.000000 Penalty: 5374.610352
	Iteration 7F: 3 clusters Score -9465355 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -9467508.000000 Penalty: 5374.610352
	Iteration 8F: 3 clusters Score -9467508 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -9470479.000000 Penalty: 5374.610352
	Iteration 9F: 3 clusters Score -9470479 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -9473535.000000 Penalty: 5374.610352
	Iteration 10F: 3 clusters Score -9473535 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -9475536.000000 Penalty: 5374.610352
	Iteration 11F: 3 clusters Score -9475536 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -9476404.000000 Penalty: 5374.610352
	Iteration 12Q: 3 clusters Score -9476404 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -9476700.000000 Penalty: 5374.610352
	Iteration 13Q: 3 clusters Score -9476700 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -9476875.000000 Penalty: 5374.610352
	Iteration 14Q: 3 clusters Score -9476875 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -9476960.000000 Penalty: 5374.610352
	Iteration 15Q: 3 clusters Score -9476960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -9476988.000000 Penalty: 5374.610352
	Iteration 16Q: 3 clusters Score -9476988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -9477045.000000 Penalty: 5374.610352
	Iteration 17Q: 3 clusters Score -9477045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -9477067.000000 Penalty: 5374.610352
	Iteration 18Q: 3 clusters Score -9477067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -9477100.000000 Penalty: 5374.610352
	Iteration 19Q: 3 clusters Score -9477100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -9477112.000000 Penalty: 5374.610352
	Iteration 20F: 3 clusters Score -9477112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -9477120.000000 Penalty: 5374.610352
	Iteration 21Q: 3 clusters Score -9477120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -9477126.000000 Penalty: 5374.610352
	Iteration 22Q: 3 clusters Score -9477126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -9477126.000000 Penalty: 5374.610352
	Iteration 23F: 3 clusters Score -9477126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Entering Unmasked Estep 
Score: -5438543.500000 Penalty: 2558.087402
	Iteration 0F: 2 clusters Score -5438544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -5417826.500000 Penalty: 5116.174805
	Iteration 0F: 3 clusters Score -5417826 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -5425290.500000 Penalty: 5116.174805
	Iteration 1F: 3 clusters Score -5425290 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -5425652.000000 Penalty: 5116.174805
	Iteration 2Q: 3 clusters Score -5425652 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -5425985.500000 Penalty: 5116.174805
	Iteration 3Q: 3 clusters Score -5425986 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -5426320.500000 Penalty: 5116.174805
	Iteration 4Q: 3 clusters Score -5426320 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -5426643.500000 Penalty: 5116.174805
	Iteration 5Q: 3 clusters Score -5426644 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -5426984.000000 Penalty: 5116.174805
	Iteration 6Q: 3 clusters Score -5426984 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5427407.500000 Penalty: 5116.174805
	Iteration 7Q: 3 clusters Score -5427408 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -5427883.000000 Penalty: 5116.174805
	Iteration 8Q: 3 clusters Score -5427883 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -5428517.000000 Penalty: 5116.174805
	Iteration 9Q: 3 clusters Score -5428517 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -5429461.000000 Penalty: 5116.174805
	Iteration 10F: 3 clusters Score -5429461 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -5430691.000000 Penalty: 5116.174805
	Iteration 11F: 3 clusters Score -5430691 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -5432235.000000 Penalty: 5116.174805
	Iteration 12F: 3 clusters Score -5432235 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5433807.000000 Penalty: 5116.174805
	Iteration 13F: 3 clusters Score -5433807 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5434897.500000 Penalty: 5116.174805
	Iteration 14Q: 3 clusters Score -5434898 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5435531.000000 Penalty: 5116.174805
	Iteration 15Q: 3 clusters Score -5435531 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5435860.000000 Penalty: 5116.174805
	Iteration 16Q: 3 clusters Score -5435860 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5436056.000000 Penalty: 5116.174805
	Iteration 17Q: 3 clusters Score -5436056 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5436151.500000 Penalty: 5116.174805
	Iteration 18Q: 3 clusters Score -5436152 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5436213.500000 Penalty: 5116.174805
	Iteration 19Q: 3 clusters Score -5436214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5436260.000000 Penalty: 5116.174805
	Iteration 20F: 3 clusters Score -5436260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5436283.500000 Penalty: 5116.174805
	Iteration 21Q: 3 clusters Score -5436284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5436299.000000 Penalty: 5116.174805
	Iteration 22Q: 3 clusters Score -5436299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5436310.500000 Penalty: 5116.174805
	Iteration 23Q: 3 clusters Score -5436310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5436318.000000 Penalty: 5116.174805
	Iteration 24Q: 3 clusters Score -5436318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5436330.500000 Penalty: 5116.174805
	Iteration 25Q: 3 clusters Score -5436330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5436329.500000 Penalty: 5116.174805
	Iteration 26Q: 3 clusters Score -5436330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5436345.000000 Penalty: 5116.174805
	Iteration 27Q: 3 clusters Score -5436345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5436356.500000 Penalty: 5116.174805
	Iteration 28Q: 3 clusters Score -5436356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5436355.500000 Penalty: 5116.174805
	Iteration 29Q: 3 clusters Score -5436356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5436357.500000 Penalty: 5116.174805
	Iteration 30Q: 3 clusters Score -5436358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5436357.500000 Penalty: 5116.174805
	Iteration 31F: 3 clusters Score -5436358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -177718.359375 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -177718.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -175760.906250 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -175760.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -176298.593750 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -176298.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -176595.578125 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -176595.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -176788.312500 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -176788.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -176894.937500 Penalty: 3490.365723
	Iteration 4Q: 3 clusters Score -176894.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -176951.218750 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -176951.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -177020.875000 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -177020.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -177074.562500 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -177074.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -177111.859375 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -177111.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -177153.593750 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -177153.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -177209.000000 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -177209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -177285.250000 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -177285.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -177422.734375 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -177422.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -177517.781250 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -177517.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -177567.843750 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -177567.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -177604.703125 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -177604.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -177626.156250 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -177626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -177634.500000 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -177634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -177646.156250 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -177646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -177671.078125 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -177671.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -177700.750000 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -177700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -177711.281250 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -177711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -177727.062500 Penalty: 3490.365723
	Iteration 22Q: 3 clusters Score -177727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -177737.390625 Penalty: 3490.365723
	Iteration 23Q: 3 clusters Score -177737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -177744.046875 Penalty: 3490.365723
	Iteration 24Q: 3 clusters Score -177744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -177758.625000 Penalty: 3490.365723
	Iteration 25Q: 3 clusters Score -177758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -177760.406250 Penalty: 3490.365723
	Iteration 26Q: 3 clusters Score -177760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177761.140625 Penalty: 3490.365723
	Iteration 27Q: 3 clusters Score -177761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177761.140625 Penalty: 3490.365723
	Iteration 28F: 3 clusters Score -177761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 46864 members 
Mstep: Class 3 contains 47854 members 
Mstep: Class 4 contains 51597 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 50813 members 
Mstep: Class 7 contains 30178 members 
Mstep: Class 8 contains 356 members 
Mstep: Class 9 contains 52247 members 
Mstep: Class 10 contains 49657 members 
Mstep: Class 11 contains 44466 members 
Mstep: Class 12 contains 49377 members 
Mstep: Class 13 contains 48616 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47987 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43267 members 
Mstep: Class 22 contains 782 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2497 members 
Entering Unmasked Estep 
Score: -110151808.000000 Penalty: 79215.406250
Splitting cluster 8 changes total score from -110153688.000000 to -110151808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (52247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Entering Unmasked Estep 
Score: -9609289.000000 Penalty: 2694.207031
	Iteration 0F: 2 clusters Score -9609289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -9575580.000000 Penalty: 5388.414062
	Iteration 0F: 3 clusters Score -9575580 nChanged 24155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -9588752.000000 Penalty: 5388.414062
	Iteration 1F: 3 clusters Score -9588752 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -9589176.000000 Penalty: 5388.414062
	Iteration 2Q: 3 clusters Score -9589176 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -9589478.000000 Penalty: 5388.414062
	Iteration 3Q: 3 clusters Score -9589478 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -9589830.000000 Penalty: 5388.414062
	Iteration 4Q: 3 clusters Score -9589830 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -9590081.000000 Penalty: 5388.414062
	Iteration 5Q: 3 clusters Score -9590081 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -9590323.000000 Penalty: 5388.414062
	Iteration 6Q: 3 clusters Score -9590323 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -9590613.000000 Penalty: 5388.414062
	Iteration 7Q: 3 clusters Score -9590613 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -9590892.000000 Penalty: 5388.414062
	Iteration 8Q: 3 clusters Score -9590892 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -9591267.000000 Penalty: 5388.414062
	Iteration 9Q: 3 clusters Score -9591267 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -9591654.000000 Penalty: 5388.414062
	Iteration 10Q: 3 clusters Score -9591654 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -9592238.000000 Penalty: 5388.414062
	Iteration 11Q: 3 clusters Score -9592238 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -9593272.000000 Penalty: 5388.414062
	Iteration 12Q: 3 clusters Score -9593272 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -9594933.000000 Penalty: 5388.414062
	Iteration 13Q: 3 clusters Score -9594933 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -9597272.000000 Penalty: 5388.414062
	Iteration 14F: 3 clusters Score -9597272 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -9600053.000000 Penalty: 5388.414062
	Iteration 15F: 3 clusters Score -9600053 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -9602528.000000 Penalty: 5388.414062
	Iteration 16F: 3 clusters Score -9602528 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -9604334.000000 Penalty: 5388.414062
	Iteration 17Q: 3 clusters Score -9604334 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -9605374.000000 Penalty: 5388.414062
	Iteration 18Q: 3 clusters Score -9605374 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -9606009.000000 Penalty: 5388.414062
	Iteration 19Q: 3 clusters Score -9606009 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -9606365.000000 Penalty: 5388.414062
	Iteration 20F: 3 clusters Score -9606365 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -9606728.000000 Penalty: 5388.414062
	Iteration 21Q: 3 clusters Score -9606728 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -9606855.000000 Penalty: 5388.414062
	Iteration 22Q: 3 clusters Score -9606855 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -9606988.000000 Penalty: 5388.414062
	Iteration 23Q: 3 clusters Score -9606988 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -9607065.000000 Penalty: 5388.414062
	Iteration 24Q: 3 clusters Score -9607065 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -9607098.000000 Penalty: 5388.414062
	Iteration 25Q: 3 clusters Score -9607098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -9607132.000000 Penalty: 5388.414062
	Iteration 26Q: 3 clusters Score -9607132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -9607150.000000 Penalty: 5388.414062
	Iteration 27Q: 3 clusters Score -9607150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -9607171.000000 Penalty: 5388.414062
	Iteration 28Q: 3 clusters Score -9607171 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -9607185.000000 Penalty: 5388.414062
	Iteration 29Q: 3 clusters Score -9607185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -9607211.000000 Penalty: 5388.414062
	Iteration 30Q: 3 clusters Score -9607211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -9607215.000000 Penalty: 5388.414062
	Iteration 31Q: 3 clusters Score -9607215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -9607204.000000 Penalty: 5388.414062
	Iteration 32Q: 3 clusters Score -9607204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -9607217.000000 Penalty: 5388.414062
	Iteration 33Q: 3 clusters Score -9607217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -9607219.000000 Penalty: 5388.414062
	Iteration 34Q: 3 clusters Score -9607219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -9607222.000000 Penalty: 5388.414062
	Iteration 35Q: 3 clusters Score -9607222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -9607216.000000 Penalty: 5388.414062
	Iteration 36Q: 3 clusters Score -9607216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -9607221.000000 Penalty: 5388.414062
	Iteration 37Q: 3 clusters Score -9607221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -9607226.000000 Penalty: 5388.414062
	Iteration 38Q: 3 clusters Score -9607226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -9607227.000000 Penalty: 5388.414062
	Iteration 39Q: 3 clusters Score -9607227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -9607240.000000 Penalty: 5388.414062
	Iteration 40F: 3 clusters Score -9607240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -9607267.000000 Penalty: 5388.414062
	Iteration 41Q: 3 clusters Score -9607267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -9607265.000000 Penalty: 5388.414062
	Iteration 42Q: 3 clusters Score -9607265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -9607282.000000 Penalty: 5388.414062
	Iteration 43Q: 3 clusters Score -9607282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -9607288.000000 Penalty: 5388.414062
	Iteration 44Q: 3 clusters Score -9607288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -9607292.000000 Penalty: 5388.414062
	Iteration 45Q: 3 clusters Score -9607292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -9607300.000000 Penalty: 5388.414062
	Iteration 46Q: 3 clusters Score -9607300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -9607306.000000 Penalty: 5388.414062
	Iteration 47Q: 3 clusters Score -9607306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -9607301.000000 Penalty: 5388.414062
	Iteration 48Q: 3 clusters Score -9607301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -9607303.000000 Penalty: 5388.414062
	Iteration 49Q: 3 clusters Score -9607303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -9607306.000000 Penalty: 5388.414062
	Iteration 50Q: 3 clusters Score -9607306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -9607304.000000 Penalty: 5388.414062
	Iteration 51Q: 3 clusters Score -9607304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -9607304.000000 Penalty: 5388.414062
	Iteration 52F: 3 clusters Score -9607304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -9216341.000000 Penalty: 2681.597900
	Iteration 0F: 2 clusters Score -9216341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -9184543.000000 Penalty: 5363.195801
	Iteration 0F: 3 clusters Score -9184543 nChanged 22947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -9197046.000000 Penalty: 5363.195801
	Iteration 1F: 3 clusters Score -9197046 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -9198022.000000 Penalty: 5363.195801
	Iteration 2Q: 3 clusters Score -9198022 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -9199474.000000 Penalty: 5363.195801
	Iteration 3Q: 3 clusters Score -9199474 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -9201528.000000 Penalty: 5363.195801
	Iteration 4F: 3 clusters Score -9201528 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -9204329.000000 Penalty: 5363.195801
	Iteration 5F: 3 clusters Score -9204329 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -9207335.000000 Penalty: 5363.195801
	Iteration 6F: 3 clusters Score -9207335 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -9210584.000000 Penalty: 5363.195801
	Iteration 7F: 3 clusters Score -9210584 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -9213226.000000 Penalty: 5363.195801
	Iteration 8F: 3 clusters Score -9213226 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -9214644.000000 Penalty: 5363.195801
	Iteration 9F: 3 clusters Score -9214644 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -9215195.000000 Penalty: 5363.195801
	Iteration 10Q: 3 clusters Score -9215195 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -9215373.000000 Penalty: 5363.195801
	Iteration 11Q: 3 clusters Score -9215373 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -9215576.000000 Penalty: 5363.195801
	Iteration 12Q: 3 clusters Score -9215576 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -9215689.000000 Penalty: 5363.195801
	Iteration 13Q: 3 clusters Score -9215689 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -9215842.000000 Penalty: 5363.195801
	Iteration 14Q: 3 clusters Score -9215842 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -9215925.000000 Penalty: 5363.195801
	Iteration 15Q: 3 clusters Score -9215925 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -9215968.000000 Penalty: 5363.195801
	Iteration 16Q: 3 clusters Score -9215968 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -9215980.000000 Penalty: 5363.195801
	Iteration 17Q: 3 clusters Score -9215980 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -9216004.000000 Penalty: 5363.195801
	Iteration 18Q: 3 clusters Score -9216004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -9216028.000000 Penalty: 5363.195801
	Iteration 19Q: 3 clusters Score -9216028 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -9216059.000000 Penalty: 5363.195801
	Iteration 20F: 3 clusters Score -9216059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -9216083.000000 Penalty: 5363.195801
	Iteration 21Q: 3 clusters Score -9216083 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -9216079.000000 Penalty: 5363.195801
	Iteration 22Q: 3 clusters Score -9216079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -9216116.000000 Penalty: 5363.195801
	Iteration 23Q: 3 clusters Score -9216116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -9216121.000000 Penalty: 5363.195801
	Iteration 24Q: 3 clusters Score -9216121 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -9216127.000000 Penalty: 5363.195801
	Iteration 25Q: 3 clusters Score -9216127 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -9216150.000000 Penalty: 5363.195801
	Iteration 26Q: 3 clusters Score -9216150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -9216166.000000 Penalty: 5363.195801
	Iteration 27Q: 3 clusters Score -9216166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -9216187.000000 Penalty: 5363.195801
	Iteration 28Q: 3 clusters Score -9216187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -9216181.000000 Penalty: 5363.195801
	Iteration 29Q: 3 clusters Score -9216181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -9216186.000000 Penalty: 5363.195801
	Iteration 30Q: 3 clusters Score -9216186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -9216198.000000 Penalty: 5363.195801
	Iteration 31Q: 3 clusters Score -9216198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -9216212.000000 Penalty: 5363.195801
	Iteration 32Q: 3 clusters Score -9216212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -9216205.000000 Penalty: 5363.195801
	Iteration 33Q: 3 clusters Score -9216205 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -9216227.000000 Penalty: 5363.195801
	Iteration 34Q: 3 clusters Score -9216227 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -9216218.000000 Penalty: 5363.195801
	Iteration 35Q: 3 clusters Score -9216218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -9216230.000000 Penalty: 5363.195801
	Iteration 36Q: 3 clusters Score -9216230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -9216245.000000 Penalty: 5363.195801
	Iteration 37Q: 3 clusters Score -9216245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -9216247.000000 Penalty: 5363.195801
	Iteration 38Q: 3 clusters Score -9216247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -9216258.000000 Penalty: 5363.195801
	Iteration 39Q: 3 clusters Score -9216258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -9216262.000000 Penalty: 5363.195801
	Iteration 40F: 3 clusters Score -9216262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -9216282.000000 Penalty: 5363.195801
	Iteration 41Q: 3 clusters Score -9216282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -9216301.000000 Penalty: 5363.195801
	Iteration 42Q: 3 clusters Score -9216301 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -9216298.000000 Penalty: 5363.195801
	Iteration 43Q: 3 clusters Score -9216298 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -9216316.000000 Penalty: 5363.195801
	Iteration 44Q: 3 clusters Score -9216316 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -9216330.000000 Penalty: 5363.195801
	Iteration 45Q: 3 clusters Score -9216330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -9216343.000000 Penalty: 5363.195801
	Iteration 46Q: 3 clusters Score -9216343 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -9216349.000000 Penalty: 5363.195801
	Iteration 47Q: 3 clusters Score -9216349 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -9216358.000000 Penalty: 5363.195801
	Iteration 48Q: 3 clusters Score -9216358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -9216371.000000 Penalty: 5363.195801
	Iteration 49Q: 3 clusters Score -9216371 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -9216390.000000 Penalty: 5363.195801
	Iteration 50Q: 3 clusters Score -9216390 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -9216437.000000 Penalty: 5363.195801
	Iteration 51Q: 3 clusters Score -9216437 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -9216451.000000 Penalty: 5363.195801
	Iteration 52Q: 3 clusters Score -9216451 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -9216487.000000 Penalty: 5363.195801
	Iteration 53Q: 3 clusters Score -9216487 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -9216504.000000 Penalty: 5363.195801
	Iteration 54Q: 3 clusters Score -9216504 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -9216538.000000 Penalty: 5363.195801
	Iteration 55Q: 3 clusters Score -9216538 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -9216538.000000 Penalty: 5363.195801
	Iteration 56Q: 3 clusters Score -9216538 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -9216556.000000 Penalty: 5363.195801
	Iteration 57Q: 3 clusters Score -9216556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -9216573.000000 Penalty: 5363.195801
	Iteration 58Q: 3 clusters Score -9216573 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -9216606.000000 Penalty: 5363.195801
	Iteration 59Q: 3 clusters Score -9216606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -9216616.000000 Penalty: 5363.195801
	Iteration 60F: 3 clusters Score -9216616 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -9216651.000000 Penalty: 5363.195801
	Iteration 61Q: 3 clusters Score -9216651 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -9216689.000000 Penalty: 5363.195801
	Iteration 62Q: 3 clusters Score -9216689 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -9216713.000000 Penalty: 5363.195801
	Iteration 63Q: 3 clusters Score -9216713 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -9216719.000000 Penalty: 5363.195801
	Iteration 64Q: 3 clusters Score -9216719 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -9216739.000000 Penalty: 5363.195801
	Iteration 65Q: 3 clusters Score -9216739 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -9216754.000000 Penalty: 5363.195801
	Iteration 66Q: 3 clusters Score -9216754 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -9216752.000000 Penalty: 5363.195801
	Iteration 67Q: 3 clusters Score -9216752 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -9216766.000000 Penalty: 5363.195801
	Iteration 68Q: 3 clusters Score -9216766 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -9216794.000000 Penalty: 5363.195801
	Iteration 69Q: 3 clusters Score -9216794 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -9216810.000000 Penalty: 5363.195801
	Iteration 70Q: 3 clusters Score -9216810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -9216830.000000 Penalty: 5363.195801
	Iteration 71Q: 3 clusters Score -9216830 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -9216860.000000 Penalty: 5363.195801
	Iteration 72Q: 3 clusters Score -9216860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -9216871.000000 Penalty: 5363.195801
	Iteration 73Q: 3 clusters Score -9216871 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -9216877.000000 Penalty: 5363.195801
	Iteration 74Q: 3 clusters Score -9216877 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -9216882.000000 Penalty: 5363.195801
	Iteration 75Q: 3 clusters Score -9216882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -9216909.000000 Penalty: 5363.195801
	Iteration 76Q: 3 clusters Score -9216909 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -9216911.000000 Penalty: 5363.195801
	Iteration 77Q: 3 clusters Score -9216911 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -9216886.000000 Penalty: 5363.195801
	Iteration 78Q: 3 clusters Score -9216886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -9216885.000000 Penalty: 5363.195801
	Iteration 79Q: 3 clusters Score -9216885 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -9216903.000000 Penalty: 5363.195801
	Iteration 80F: 3 clusters Score -9216903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -9216919.000000 Penalty: 5363.195801
	Iteration 81Q: 3 clusters Score -9216919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -9216911.000000 Penalty: 5363.195801
	Iteration 82Q: 3 clusters Score -9216911 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -9216905.000000 Penalty: 5363.195801
	Iteration 83Q: 3 clusters Score -9216905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -9216922.000000 Penalty: 5363.195801
	Iteration 84Q: 3 clusters Score -9216922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -9216929.000000 Penalty: 5363.195801
	Iteration 85Q: 3 clusters Score -9216929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -9216931.000000 Penalty: 5363.195801
	Iteration 86Q: 3 clusters Score -9216931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -9216913.000000 Penalty: 5363.195801
	Iteration 87Q: 3 clusters Score -9216913 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -9216930.000000 Penalty: 5363.195801
	Iteration 88Q: 3 clusters Score -9216930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -9216946.000000 Penalty: 5363.195801
	Iteration 89Q: 3 clusters Score -9216946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -9216971.000000 Penalty: 5363.195801
	Iteration 90Q: 3 clusters Score -9216971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -9216977.000000 Penalty: 5363.195801
	Iteration 91Q: 3 clusters Score -9216977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -9216989.000000 Penalty: 5363.195801
	Iteration 92Q: 3 clusters Score -9216989 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -9217010.000000 Penalty: 5363.195801
	Iteration 93Q: 3 clusters Score -9217010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -9216992.000000 Penalty: 5363.195801
	Iteration 94Q: 3 clusters Score -9216992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -9217002.000000 Penalty: 5363.195801
	Iteration 95Q: 3 clusters Score -9217002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -9217011.000000 Penalty: 5363.195801
	Iteration 96Q: 3 clusters Score -9217011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -9217009.000000 Penalty: 5363.195801
	Iteration 97Q: 3 clusters Score -9217009 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -9217019.000000 Penalty: 5363.195801
	Iteration 98Q: 3 clusters Score -9217019 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -9217020.000000 Penalty: 5363.195801
	Iteration 99Q: 3 clusters Score -9217020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -9217034.000000 Penalty: 5363.195801
	Iteration 100F: 3 clusters Score -9217034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -9217048.000000 Penalty: 5363.195801
	Iteration 101Q: 3 clusters Score -9217048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -9217051.000000 Penalty: 5363.195801
	Iteration 102Q: 3 clusters Score -9217051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -9217028.000000 Penalty: 5363.195801
	Iteration 103Q: 3 clusters Score -9217028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -9217034.000000 Penalty: 5363.195801
	Iteration 104Q: 3 clusters Score -9217034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -9217039.000000 Penalty: 5363.195801
	Iteration 105Q: 3 clusters Score -9217039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -9217037.000000 Penalty: 5363.195801
	Iteration 106Q: 3 clusters Score -9217037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -9217044.000000 Penalty: 5363.195801
	Iteration 107Q: 3 clusters Score -9217044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -9217032.000000 Penalty: 5363.195801
	Iteration 108Q: 3 clusters Score -9217032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -9217040.000000 Penalty: 5363.195801
	Iteration 109Q: 3 clusters Score -9217040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -9217052.000000 Penalty: 5363.195801
	Iteration 110Q: 3 clusters Score -9217052 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -9217061.000000 Penalty: 5363.195801
	Iteration 111Q: 3 clusters Score -9217061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -9217055.000000 Penalty: 5363.195801
	Iteration 112Q: 3 clusters Score -9217055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -9217060.000000 Penalty: 5363.195801
	Iteration 113Q: 3 clusters Score -9217060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -9217059.000000 Penalty: 5363.195801
	Iteration 114Q: 3 clusters Score -9217059 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -9217050.000000 Penalty: 5363.195801
	Iteration 115Q: 3 clusters Score -9217050 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -9217054.000000 Penalty: 5363.195801
	Iteration 116Q: 3 clusters Score -9217054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -9217049.000000 Penalty: 5363.195801
	Iteration 117Q: 3 clusters Score -9217049 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -9217051.000000 Penalty: 5363.195801
	Iteration 118Q: 3 clusters Score -9217051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -9217036.000000 Penalty: 5363.195801
	Iteration 119Q: 3 clusters Score -9217036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -9217053.000000 Penalty: 5363.195801
	Iteration 120F: 3 clusters Score -9217053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9217050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9217050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -9217052.000000 Penalty: 5363.195801
	Iteration 123Q: 3 clusters Score -9217052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -9217055.000000 Penalty: 5363.195801
	Iteration 124Q: 3 clusters Score -9217055 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -9217058.000000 Penalty: 5363.195801
	Iteration 125Q: 3 clusters Score -9217058 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -9217052.000000 Penalty: 5363.195801
	Iteration 126Q: 3 clusters Score -9217052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -9217051.000000 Penalty: 5363.195801
	Iteration 127Q: 3 clusters Score -9217051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -9217060.000000 Penalty: 5363.195801
	Iteration 128Q: 3 clusters Score -9217060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -9217060.000000 Penalty: 5363.195801
	Iteration 129Q: 3 clusters Score -9217060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -9217073.000000 Penalty: 5363.195801
	Iteration 130Q: 3 clusters Score -9217073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -9217063.000000 Penalty: 5363.195801
	Iteration 131Q: 3 clusters Score -9217063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -9217057.000000 Penalty: 5363.195801
	Iteration 132Q: 3 clusters Score -9217057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -9217061.000000 Penalty: 5363.195801
	Iteration 133Q: 3 clusters Score -9217061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -9217063.000000 Penalty: 5363.195801
	Iteration 134Q: 3 clusters Score -9217063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -9217068.000000 Penalty: 5363.195801
	Iteration 135Q: 3 clusters Score -9217068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -9217064.000000 Penalty: 5363.195801
	Iteration 136Q: 3 clusters Score -9217064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -9217080.000000 Penalty: 5363.195801
	Iteration 137Q: 3 clusters Score -9217080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -9217070.000000 Penalty: 5363.195801
	Iteration 138Q: 3 clusters Score -9217070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -9217076.000000 Penalty: 5363.195801
	Iteration 139Q: 3 clusters Score -9217076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -9217082.000000 Penalty: 5363.195801
	Iteration 140F: 3 clusters Score -9217082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -9217081.000000 Penalty: 5363.195801
	Iteration 141Q: 3 clusters Score -9217081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -9217081.000000 Penalty: 5363.195801
	Iteration 142F: 3 clusters Score -9217081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 46864 members 
Mstep: Class 3 contains 47854 members 
Mstep: Class 4 contains 51597 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 50813 members 
Mstep: Class 7 contains 30178 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52247 members 
Mstep: Class 10 contains 8959 members 
Mstep: Class 11 contains 44466 members 
Mstep: Class 12 contains 49377 members 
Mstep: Class 13 contains 48616 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47987 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43267 members 
Mstep: Class 22 contains 40698 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2497 members 
Entering Unmasked Estep 
Score: -110153704.000000 Penalty: 79215.406250
Splitting cluster 10 changes total score from -110153688.000000 to -110153704.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (44466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Entering Unmasked Estep 
Score: -8277417.500000 Penalty: 2654.215088
	Iteration 0F: 2 clusters Score -8277418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -8248260.500000 Penalty: 5308.430176
	Iteration 0F: 3 clusters Score -8248260 nChanged 20351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -8259499.000000 Penalty: 5308.430176
	Iteration 1F: 3 clusters Score -8259499 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -8260220.000000 Penalty: 5308.430176
	Iteration 2Q: 3 clusters Score -8260220 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -8261415.000000 Penalty: 5308.430176
	Iteration 3F: 3 clusters Score -8261415 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -8263141.500000 Penalty: 5308.430176
	Iteration 4F: 3 clusters Score -8263142 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -8265643.000000 Penalty: 5308.430176
	Iteration 5F: 3 clusters Score -8265643 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -8268703.500000 Penalty: 5308.430176
	Iteration 6F: 3 clusters Score -8268704 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -8271977.000000 Penalty: 5308.430176
	Iteration 7F: 3 clusters Score -8271977 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -8274456.000000 Penalty: 5308.430176
	Iteration 8F: 3 clusters Score -8274456 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -8275634.500000 Penalty: 5308.430176
	Iteration 9Q: 3 clusters Score -8275634 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -8276055.000000 Penalty: 5308.430176
	Iteration 10Q: 3 clusters Score -8276055 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -8276143.500000 Penalty: 5308.430176
	Iteration 11Q: 3 clusters Score -8276144 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -8276209.000000 Penalty: 5308.430176
	Iteration 12Q: 3 clusters Score -8276209 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -8276202.500000 Penalty: 5308.430176
	Iteration 13Q: 3 clusters Score -8276202 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -8276228.500000 Penalty: 5308.430176
	Iteration 14Q: 3 clusters Score -8276228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -8276260.000000 Penalty: 5308.430176
	Iteration 15Q: 3 clusters Score -8276260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -8276260.000000 Penalty: 5308.430176
	Iteration 16Q: 3 clusters Score -8276260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -8276245.000000 Penalty: 5308.430176
	Iteration 17Q: 3 clusters Score -8276245 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -8276228.500000 Penalty: 5308.430176
	Iteration 18Q: 3 clusters Score -8276228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -8276217.500000 Penalty: 5308.430176
	Iteration 19Q: 3 clusters Score -8276218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8276234.000000 Penalty: 5308.430176
	Iteration 20F: 3 clusters Score -8276234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -8276228.000000 Penalty: 5308.430176
	Iteration 21Q: 3 clusters Score -8276228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -8276238.500000 Penalty: 5308.430176
	Iteration 22Q: 3 clusters Score -8276238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -8276254.500000 Penalty: 5308.430176
	Iteration 23Q: 3 clusters Score -8276254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8276242.000000 Penalty: 5308.430176
	Iteration 24Q: 3 clusters Score -8276242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -8276255.000000 Penalty: 5308.430176
	Iteration 25Q: 3 clusters Score -8276255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -8276231.000000 Penalty: 5308.430176
	Iteration 26Q: 3 clusters Score -8276231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -8276229.500000 Penalty: 5308.430176
	Iteration 27Q: 3 clusters Score -8276230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -8276226.500000 Penalty: 5308.430176
	Iteration 28Q: 3 clusters Score -8276226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -8276216.500000 Penalty: 5308.430176
	Iteration 29Q: 3 clusters Score -8276216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -8276219.500000 Penalty: 5308.430176
	Iteration 30Q: 3 clusters Score -8276220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8276228.000000 Penalty: 5308.430176
	Iteration 31Q: 3 clusters Score -8276228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -8276236.500000 Penalty: 5308.430176
	Iteration 32Q: 3 clusters Score -8276236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -8276222.000000 Penalty: 5308.430176
	Iteration 33Q: 3 clusters Score -8276222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -8276222.500000 Penalty: 5308.430176
	Iteration 34Q: 3 clusters Score -8276222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8276216.000000 Penalty: 5308.430176
	Iteration 35Q: 3 clusters Score -8276216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -8276214.000000 Penalty: 5308.430176
	Iteration 36Q: 3 clusters Score -8276214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -8276214.000000 Penalty: 5308.430176
	Iteration 37Q: 3 clusters Score -8276214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -8276219.000000 Penalty: 5308.430176
	Iteration 38Q: 3 clusters Score -8276219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -8276221.000000 Penalty: 5308.430176
	Iteration 39Q: 3 clusters Score -8276221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -8276216.000000 Penalty: 5308.430176
	Iteration 40F: 3 clusters Score -8276216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -8276218.500000 Penalty: 5308.430176
	Iteration 41Q: 3 clusters Score -8276218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -8276219.500000 Penalty: 5308.430176
	Iteration 42Q: 3 clusters Score -8276220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -8276219.000000 Penalty: 5308.430176
	Iteration 43Q: 3 clusters Score -8276219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -8276219.000000 Penalty: 5308.430176
	Iteration 44F: 3 clusters Score -8276219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Entering Unmasked Estep 
Score: -9239228.000000 Penalty: 2680.195312
	Iteration 0F: 2 clusters Score -9239228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -9208327.000000 Penalty: 5360.390625
	Iteration 0F: 3 clusters Score -9208327 nChanged 22971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -9220986.000000 Penalty: 5360.390625
	Iteration 1F: 3 clusters Score -9220986 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -9221740.000000 Penalty: 5360.390625
	Iteration 2Q: 3 clusters Score -9221740 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -9222535.000000 Penalty: 5360.390625
	Iteration 3Q: 3 clusters Score -9222535 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -9223557.000000 Penalty: 5360.390625
	Iteration 4Q: 3 clusters Score -9223557 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -9225023.000000 Penalty: 5360.390625
	Iteration 5F: 3 clusters Score -9225023 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -9227360.000000 Penalty: 5360.390625
	Iteration 6F: 3 clusters Score -9227360 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -9230340.000000 Penalty: 5360.390625
	Iteration 7F: 3 clusters Score -9230340 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -9233683.000000 Penalty: 5360.390625
	Iteration 8F: 3 clusters Score -9233683 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -9235858.000000 Penalty: 5360.390625
	Iteration 9F: 3 clusters Score -9235858 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -9236508.000000 Penalty: 5360.390625
	Iteration 10Q: 3 clusters Score -9236508 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -9236745.000000 Penalty: 5360.390625
	Iteration 11Q: 3 clusters Score -9236745 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -9236831.000000 Penalty: 5360.390625
	Iteration 12Q: 3 clusters Score -9236831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -9236853.000000 Penalty: 5360.390625
	Iteration 13Q: 3 clusters Score -9236853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -9236906.000000 Penalty: 5360.390625
	Iteration 14Q: 3 clusters Score -9236906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -9236903.000000 Penalty: 5360.390625
	Iteration 15Q: 3 clusters Score -9236903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -9236910.000000 Penalty: 5360.390625
	Iteration 16Q: 3 clusters Score -9236910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -9236931.000000 Penalty: 5360.390625
	Iteration 17Q: 3 clusters Score -9236931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -9236928.000000 Penalty: 5360.390625
	Iteration 18Q: 3 clusters Score -9236928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -9236942.000000 Penalty: 5360.390625
	Iteration 19Q: 3 clusters Score -9236942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -9236944.000000 Penalty: 5360.390625
	Iteration 20F: 3 clusters Score -9236944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -9236950.000000 Penalty: 5360.390625
	Iteration 21Q: 3 clusters Score -9236950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -9236945.000000 Penalty: 5360.390625
	Iteration 22Q: 3 clusters Score -9236945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -9236950.000000 Penalty: 5360.390625
	Iteration 23Q: 3 clusters Score -9236950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -9236950.000000 Penalty: 5360.390625
	Iteration 24F: 3 clusters Score -9236950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Entering Unmasked Estep 
Score: -9110621.000000 Penalty: 2676.343506
	Iteration 0F: 2 clusters Score -9110621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -9079347.000000 Penalty: 5352.687012
	Iteration 0F: 3 clusters Score -9079347 nChanged 22470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -9091929.000000 Penalty: 5352.687012
	Iteration 1F: 3 clusters Score -9091929 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -9092628.000000 Penalty: 5352.687012
	Iteration 2Q: 3 clusters Score -9092628 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -9093098.000000 Penalty: 5352.687012
	Iteration 3Q: 3 clusters Score -9093098 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -9093714.000000 Penalty: 5352.687012
	Iteration 4Q: 3 clusters Score -9093714 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -9094517.000000 Penalty: 5352.687012
	Iteration 5Q: 3 clusters Score -9094517 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -9095763.000000 Penalty: 5352.687012
	Iteration 6Q: 3 clusters Score -9095763 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -9097634.000000 Penalty: 5352.687012
	Iteration 7F: 3 clusters Score -9097634 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -9100413.000000 Penalty: 5352.687012
	Iteration 8F: 3 clusters Score -9100413 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -9103705.000000 Penalty: 5352.687012
	Iteration 9F: 3 clusters Score -9103705 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -9106454.000000 Penalty: 5352.687012
	Iteration 10F: 3 clusters Score -9106454 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -9107627.000000 Penalty: 5352.687012
	Iteration 11Q: 3 clusters Score -9107627 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -9108009.000000 Penalty: 5352.687012
	Iteration 12Q: 3 clusters Score -9108009 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -9108172.000000 Penalty: 5352.687012
	Iteration 13Q: 3 clusters Score -9108172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -9108239.000000 Penalty: 5352.687012
	Iteration 14Q: 3 clusters Score -9108239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -9108269.000000 Penalty: 5352.687012
	Iteration 15Q: 3 clusters Score -9108269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -9108293.000000 Penalty: 5352.687012
	Iteration 16Q: 3 clusters Score -9108293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -9108307.000000 Penalty: 5352.687012
	Iteration 17Q: 3 clusters Score -9108307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -9108316.000000 Penalty: 5352.687012
	Iteration 18Q: 3 clusters Score -9108316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -9108328.000000 Penalty: 5352.687012
	Iteration 19Q: 3 clusters Score -9108328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -9108345.000000 Penalty: 5352.687012
	Iteration 20F: 3 clusters Score -9108345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -9108354.000000 Penalty: 5352.687012
	Iteration 21Q: 3 clusters Score -9108354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -9108361.000000 Penalty: 5352.687012
	Iteration 22Q: 3 clusters Score -9108361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -9108372.000000 Penalty: 5352.687012
	Iteration 23Q: 3 clusters Score -9108372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -9108387.000000 Penalty: 5352.687012
	Iteration 24Q: 3 clusters Score -9108387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -9108389.000000 Penalty: 5352.687012
	Iteration 25Q: 3 clusters Score -9108389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -9108384.000000 Penalty: 5352.687012
	Iteration 26Q: 3 clusters Score -9108384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9108394.000000 Penalty: 5352.687012
	Iteration 27Q: 3 clusters Score -9108394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -9108385.000000 Penalty: 5352.687012
	Iteration 28Q: 3 clusters Score -9108385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -9108402.000000 Penalty: 5352.687012
	Iteration 29Q: 3 clusters Score -9108402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -9108403.000000 Penalty: 5352.687012
	Iteration 30Q: 3 clusters Score -9108403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -9108402.000000 Penalty: 5352.687012
	Iteration 31Q: 3 clusters Score -9108402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -9108405.000000 Penalty: 5352.687012
	Iteration 32Q: 3 clusters Score -9108405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -9108405.000000 Penalty: 5352.687012
	Iteration 33F: 3 clusters Score -9108405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -66733.609375 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -66733.61 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 189 members 
Entering Unmasked Estep 
Score: -65413.917969 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -65413.92 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -65675.015625 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -65675.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -65719.468750 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -65719.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -65747.671875 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -65747.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -65783.945312 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -65783.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65791.742188 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -65791.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -65797.296875 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -65797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -65797.500000 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -65797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -65797.828125 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -65797.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -65797.828125 Penalty: 2975.472656
	Iteration 9F: 3 clusters Score -65797.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Entering Unmasked Estep 
Score: -8870362.000000 Penalty: 2673.114014
	Iteration 0F: 2 clusters Score -8870362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -8838485.000000 Penalty: 5346.228027
	Iteration 0F: 3 clusters Score -8838485 nChanged 22309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -8850961.000000 Penalty: 5346.228027
	Iteration 1F: 3 clusters Score -8850961 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -8851558.000000 Penalty: 5346.228027
	Iteration 2Q: 3 clusters Score -8851558 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -8852329.000000 Penalty: 5346.228027
	Iteration 3Q: 3 clusters Score -8852329 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -8853187.000000 Penalty: 5346.228027
	Iteration 4Q: 3 clusters Score -8853187 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -8854449.000000 Penalty: 5346.228027
	Iteration 5Q: 3 clusters Score -8854449 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -8856043.000000 Penalty: 5346.228027
	Iteration 6F: 3 clusters Score -8856043 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -8857986.000000 Penalty: 5346.228027
	Iteration 7F: 3 clusters Score -8857986 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -8860262.000000 Penalty: 5346.228027
	Iteration 8F: 3 clusters Score -8860262 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -8862491.000000 Penalty: 5346.228027
	Iteration 9F: 3 clusters Score -8862491 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -8864471.000000 Penalty: 5346.228027
	Iteration 10Q: 3 clusters Score -8864471 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -8865931.000000 Penalty: 5346.228027
	Iteration 11Q: 3 clusters Score -8865931 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8866880.000000 Penalty: 5346.228027
	Iteration 12Q: 3 clusters Score -8866880 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8867452.000000 Penalty: 5346.228027
	Iteration 13Q: 3 clusters Score -8867452 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8867688.000000 Penalty: 5346.228027
	Iteration 14Q: 3 clusters Score -8867688 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8867872.000000 Penalty: 5346.228027
	Iteration 15Q: 3 clusters Score -8867872 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8867990.000000 Penalty: 5346.228027
	Iteration 16Q: 3 clusters Score -8867990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8868058.000000 Penalty: 5346.228027
	Iteration 17Q: 3 clusters Score -8868058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8868096.000000 Penalty: 5346.228027
	Iteration 18Q: 3 clusters Score -8868096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8868137.000000 Penalty: 5346.228027
	Iteration 19Q: 3 clusters Score -8868137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8868151.000000 Penalty: 5346.228027
	Iteration 20F: 3 clusters Score -8868151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8868166.000000 Penalty: 5346.228027
	Iteration 21Q: 3 clusters Score -8868166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8868178.000000 Penalty: 5346.228027
	Iteration 22Q: 3 clusters Score -8868178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8868174.000000 Penalty: 5346.228027
	Iteration 23Q: 3 clusters Score -8868174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8868175.000000 Penalty: 5346.228027
	Iteration 24Q: 3 clusters Score -8868175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8868181.000000 Penalty: 5346.228027
	Iteration 25Q: 3 clusters Score -8868181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8868177.000000 Penalty: 5346.228027
	Iteration 26Q: 3 clusters Score -8868177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8868179.000000 Penalty: 5346.228027
	Iteration 27Q: 3 clusters Score -8868179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8868182.000000 Penalty: 5346.228027
	Iteration 28Q: 3 clusters Score -8868182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8868181.000000 Penalty: 5346.228027
	Iteration 29Q: 3 clusters Score -8868181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8868181.000000 Penalty: 5346.228027
	Iteration 30Q: 3 clusters Score -8868181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8868182.000000 Penalty: 5346.228027
	Iteration 31Q: 3 clusters Score -8868182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8868185.000000 Penalty: 5346.228027
	Iteration 32Q: 3 clusters Score -8868185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8868179.000000 Penalty: 5346.228027
	Iteration 33Q: 3 clusters Score -8868179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8868183.000000 Penalty: 5346.228027
	Iteration 34Q: 3 clusters Score -8868183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8868181.000000 Penalty: 5346.228027
	Iteration 35Q: 3 clusters Score -8868181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8868176.000000 Penalty: 5346.228027
	Iteration 36Q: 3 clusters Score -8868176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8868176.000000 Penalty: 5346.228027
	Iteration 37F: 3 clusters Score -8868176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -47368.062500 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -47368.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46009.203125 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -46009.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46316.843750 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -46316.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46466.199219 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -46466.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46612.753906 Penalty: 3032.386475
	Iteration 3F: 3 clusters Score -46612.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46694.355469 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -46694.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46746.941406 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -46746.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46750.820312 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -46750.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46750.820312 Penalty: 3032.386475
	Iteration 7F: 3 clusters Score -46750.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -19094.111328 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -19094.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17999.101562 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -17999.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18149.029297 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -18149.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18233.917969 Penalty: 2744.561279
	Iteration 2F: 3 clusters Score -18233.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18284.013672 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18284.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18307.576172 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -18307.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18318.750000 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -18318.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18321.191406 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -18321.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18336.138672 Penalty: 2744.561279
	Iteration 7Q: 3 clusters Score -18336.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18354.656250 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -18354.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18376.888672 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -18376.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18388.384766 Penalty: 2744.561279
	Iteration 10Q: 3 clusters Score -18388.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18407.214844 Penalty: 2744.561279
	Iteration 11Q: 3 clusters Score -18407.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18431.863281 Penalty: 2744.561279
	Iteration 12Q: 3 clusters Score -18431.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18434.648438 Penalty: 2744.561279
	Iteration 13Q: 3 clusters Score -18434.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18454.078125 Penalty: 2744.561279
	Iteration 14Q: 3 clusters Score -18454.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18454.078125 Penalty: 2744.561279
	Iteration 15F: 3 clusters Score -18454.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -104828.132812 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -104828.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103245.750000 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -103245.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103509.296875 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -103509.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103619.578125 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -103619.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -103704.265625 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -103704.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103810.531250 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -103810.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103949.000000 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -103949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104066.171875 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -104066.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104123.031250 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -104123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104194.421875 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -104194.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -104275.398438 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -104275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104295.312500 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -104295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104302.601562 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -104302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -104310.531250 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -104310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104318.414062 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -104318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104332.335938 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -104332.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104339.203125 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -104339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104347.671875 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -104347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104351.429688 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -104351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104351.429688 Penalty: 3176.172607
	Iteration 18F: 3 clusters Score -104351.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -176865.578125 Penalty: 1718.520142
	Iteration 0F: 2 clusters Score -176865.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -174934.000000 Penalty: 3437.040283
	Iteration 0F: 3 clusters Score -174934 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -175422.796875 Penalty: 3437.040283
	Iteration 1F: 3 clusters Score -175422.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -175645.078125 Penalty: 3437.040283
	Iteration 2F: 3 clusters Score -175645.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -175751.281250 Penalty: 3437.040283
	Iteration 3Q: 3 clusters Score -175751.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -175836.859375 Penalty: 3437.040283
	Iteration 4Q: 3 clusters Score -175836.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -175984.187500 Penalty: 3437.040283
	Iteration 5Q: 3 clusters Score -175984.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -176096.859375 Penalty: 3437.040283
	Iteration 6Q: 3 clusters Score -176096.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -176170.312500 Penalty: 3437.040283
	Iteration 7Q: 3 clusters Score -176170.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -176249.906250 Penalty: 3437.040283
	Iteration 8Q: 3 clusters Score -176249.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -176289.265625 Penalty: 3437.040283
	Iteration 9Q: 3 clusters Score -176289.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -176334.687500 Penalty: 3437.040283
	Iteration 10Q: 3 clusters Score -176334.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -176352.062500 Penalty: 3437.040283
	Iteration 11Q: 3 clusters Score -176352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -176360.875000 Penalty: 3437.040283
	Iteration 12Q: 3 clusters Score -176360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -176382.906250 Penalty: 3437.040283
	Iteration 13Q: 3 clusters Score -176382.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -176409.906250 Penalty: 3437.040283
	Iteration 14Q: 3 clusters Score -176409.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176471.843750 Penalty: 3437.040283
	Iteration 15Q: 3 clusters Score -176471.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -176511.203125 Penalty: 3437.040283
	Iteration 16Q: 3 clusters Score -176511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -176528.906250 Penalty: 3437.040283
	Iteration 17Q: 3 clusters Score -176528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -176539.750000 Penalty: 3437.040283
	Iteration 18Q: 3 clusters Score -176539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -176545.171875 Penalty: 3437.040283
	Iteration 19Q: 3 clusters Score -176545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176545.593750 Penalty: 3437.040283
	Iteration 20F: 3 clusters Score -176545.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -71359.585938 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -71359.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69917.101562 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -69917.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70358.242188 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -70358.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70522.250000 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -70522.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70679.640625 Penalty: 3135.101074
	Iteration 3F: 3 clusters Score -70679.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70756.382812 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -70756.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70835.351562 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -70835.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70865.453125 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -70865.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70911.117188 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -70911.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70949.375000 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -70949.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70965.164062 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -70965.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70966.351562 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -70966.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70966.656250 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -70966.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70966.656250 Penalty: 3135.101074
	Iteration 12F: 3 clusters Score -70966.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Entering Unmasked Estep 
Score: -8023926.500000 Penalty: 2647.436035
	Iteration 0F: 2 clusters Score -8023926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -7994875.000000 Penalty: 5294.872070
	Iteration 0F: 3 clusters Score -7994875 nChanged 19854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -8005904.000000 Penalty: 5294.872070
	Iteration 1F: 3 clusters Score -8005904 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -8006495.500000 Penalty: 5294.872070
	Iteration 2Q: 3 clusters Score -8006496 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -8007060.500000 Penalty: 5294.872070
	Iteration 3Q: 3 clusters Score -8007060 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -8007778.000000 Penalty: 5294.872070
	Iteration 4Q: 3 clusters Score -8007778 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -8008733.500000 Penalty: 5294.872070
	Iteration 5Q: 3 clusters Score -8008734 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -8009991.000000 Penalty: 5294.872070
	Iteration 6F: 3 clusters Score -8009991 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -8011668.000000 Penalty: 5294.872070
	Iteration 7F: 3 clusters Score -8011668 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -8013570.000000 Penalty: 5294.872070
	Iteration 8F: 3 clusters Score -8013570 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -8015439.000000 Penalty: 5294.872070
	Iteration 9F: 3 clusters Score -8015439 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -8016730.500000 Penalty: 5294.872070
	Iteration 10F: 3 clusters Score -8016730 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -8017441.000000 Penalty: 5294.872070
	Iteration 11Q: 3 clusters Score -8017441 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -8017830.000000 Penalty: 5294.872070
	Iteration 12Q: 3 clusters Score -8017830 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -8018155.500000 Penalty: 5294.872070
	Iteration 13Q: 3 clusters Score -8018156 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -8018443.000000 Penalty: 5294.872070
	Iteration 14Q: 3 clusters Score -8018443 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -8018640.500000 Penalty: 5294.872070
	Iteration 15Q: 3 clusters Score -8018640 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8018885 nChanged 552
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8019060 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -8019194.000000 Penalty: 5294.872070
	Iteration 18Q: 3 clusters Score -8019194 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8019280 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -8019395.000000 Penalty: 5294.872070
	Iteration 20F: 3 clusters Score -8019395 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -8019483.500000 Penalty: 5294.872070
	Iteration 21Q: 3 clusters Score -8019484 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -8019537.500000 Penalty: 5294.872070
	Iteration 22Q: 3 clusters Score -8019538 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -8019632.500000 Penalty: 5294.872070
	Iteration 23Q: 3 clusters Score -8019632 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -8019688.500000 Penalty: 5294.872070
	Iteration 24Q: 3 clusters Score -8019688 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8019726 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8019821 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -8019855.500000 Penalty: 5294.872070
	Iteration 27Q: 3 clusters Score -8019856 nChanged 298
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Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -8019872.500000 Penalty: 5294.872070
	Iteration 28Q: 3 clusters Score -8019872 nChanged 275
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Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8019922 nChanged 285
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Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8020030 nChanged 285
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8020114 nChanged 345
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Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8020198 nChanged 355
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -8020243.500000 Penalty: 5294.872070
	Iteration 33Q: 3 clusters Score -8020244 nChanged 372
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Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -8020356.000000 Penalty: 5294.872070
	Iteration 34Q: 3 clusters Score -8020356 nChanged 366
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Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -8020453.500000 Penalty: 5294.872070
	Iteration 35Q: 3 clusters Score -8020454 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8020576 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8020647 nChanged 312
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Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8020712 nChanged 306
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8020788 nChanged 305
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8020815 nChanged 255
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Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8020862 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -8020909.500000 Penalty: 5294.872070
	Iteration 42Q: 3 clusters Score -8020910 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8020951 nChanged 237
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Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8020999 nChanged 240
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Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8021023 nChanged 227
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Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8021064 nChanged 210
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Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8021101 nChanged 190
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Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8021126 nChanged 211
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Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8021150 nChanged 222
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Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8021181.500000 Penalty: 5294.872070
	Iteration 50Q: 3 clusters Score -8021182 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -8021209.500000 Penalty: 5294.872070
	Iteration 51Q: 3 clusters Score -8021210 nChanged 169
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Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8021235 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8021239 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -8021258.500000 Penalty: 5294.872070
	Iteration 54Q: 3 clusters Score -8021258 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -8021252.500000 Penalty: 5294.872070
	Iteration 55Q: 3 clusters Score -8021252 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -8021254.500000 Penalty: 5294.872070
	Iteration 56Q: 3 clusters Score -8021254 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8021259 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8021260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8021286 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -8021290.000000 Penalty: 5294.872070
	Iteration 60F: 3 clusters Score -8021290 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -8021299.500000 Penalty: 5294.872070
	Iteration 61Q: 3 clusters Score -8021300 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8021298 nChanged 119
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Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -8021314.500000 Penalty: 5294.872070
	Iteration 63Q: 3 clusters Score -8021314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -8021344.500000 Penalty: 5294.872070
	Iteration 64Q: 3 clusters Score -8021344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -8021341.500000 Penalty: 5294.872070
	Iteration 65Q: 3 clusters Score -8021342 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -8021328.500000 Penalty: 5294.872070
	Iteration 66Q: 3 clusters Score -8021328 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8021350 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8021350 nChanged 82
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Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8021360 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -8021345.500000 Penalty: 5294.872070
	Iteration 70Q: 3 clusters Score -8021346 nChanged 53
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Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8021345 nChanged 54
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Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8021346 nChanged 54
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Mstep: Class 1 contains 39366 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8021342 nChanged 59
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8021339 nChanged 54
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8021347 nChanged 49
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Entering Unmasked Estep 
Score: -8021348.500000 Penalty: 5294.872070
	Iteration 76Q: 3 clusters Score -8021348 nChanged 40
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Mstep: Class 1 contains 39568 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8021360 nChanged 46
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Mstep: Class 1 contains 39614 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8021360 nChanged 45
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Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -8021356.000000 Penalty: 5294.872070
	Iteration 79Q: 3 clusters Score -8021356 nChanged 47
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Mstep: Class 1 contains 39706 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8021364 nChanged 51
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Mstep: Class 1 contains 39755 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8021369 nChanged 50
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Mstep: Class 1 contains 39803 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8021374 nChanged 43
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Mstep: Class 1 contains 39846 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8021381 nChanged 52
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8021396 nChanged 55
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Mstep: Class 1 contains 39953 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8021412 nChanged 62
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Entering Unmasked Estep 
Score: -8021416.500000 Penalty: 5294.872070
	Iteration 86Q: 3 clusters Score -8021416 nChanged 58
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8021427 nChanged 60
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Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8021429 nChanged 55
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Entering Unmasked Estep 
Score: -8021425.500000 Penalty: 5294.872070
	Iteration 89Q: 3 clusters Score -8021426 nChanged 54
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	Iteration 90Q: 3 clusters Score -8021426 nChanged 49
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8021440 nChanged 51
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Mstep: Class 1 contains 40332 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8021431 nChanged 55
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	Iteration 93Q: 3 clusters Score -8021450 nChanged 50
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	Iteration 94Q: 3 clusters Score -8021459 nChanged 51
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	Iteration 95Q: 3 clusters Score -8021450 nChanged 37
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	Iteration 96Q: 3 clusters Score -8021465 nChanged 43
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8021462 nChanged 46
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	Iteration 98Q: 3 clusters Score -8021466 nChanged 46
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	Iteration 99Q: 3 clusters Score -8021468 nChanged 43
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Mstep: Class 2 contains 2572 members 
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	Iteration 100F: 3 clusters Score -8021454 nChanged 44
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Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8021462.500000 Penalty: 5294.872070
	Iteration 101Q: 3 clusters Score -8021462 nChanged 51
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Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8021466 nChanged 47
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Entering Unmasked Estep 
Score: -8021482.500000 Penalty: 5294.872070
	Iteration 103Q: 3 clusters Score -8021482 nChanged 35
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Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8021489 nChanged 36
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Entering Unmasked Estep 
Score: -8021508.500000 Penalty: 5294.872070
	Iteration 105Q: 3 clusters Score -8021508 nChanged 42
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Mstep: Class 1 contains 40944 members 
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Entering Unmasked Estep 
Score: -8021513.500000 Penalty: 5294.872070
	Iteration 106Q: 3 clusters Score -8021514 nChanged 46
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Mstep: Class 1 contains 40990 members 
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Entering Unmasked Estep 
Score: -8021512.500000 Penalty: 5294.872070
	Iteration 107Q: 3 clusters Score -8021512 nChanged 52
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8021506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8021512.000000 Penalty: 5294.872070
	Iteration 109Q: 3 clusters Score -8021512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8021512.500000 Penalty: 5294.872070
	Iteration 110Q: 3 clusters Score -8021512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8021513.500000 Penalty: 5294.872070
	Iteration 111Q: 3 clusters Score -8021514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8021527.000000 Penalty: 5294.872070
	Iteration 112Q: 3 clusters Score -8021527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8021533.000000 Penalty: 5294.872070
	Iteration 113Q: 3 clusters Score -8021533 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8021522.500000 Penalty: 5294.872070
	Iteration 114Q: 3 clusters Score -8021522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8021549.500000 Penalty: 5294.872070
	Iteration 115Q: 3 clusters Score -8021550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8021546.500000 Penalty: 5294.872070
	Iteration 116Q: 3 clusters Score -8021546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8021560.500000 Penalty: 5294.872070
	Iteration 117Q: 3 clusters Score -8021560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8021585.000000 Penalty: 5294.872070
	Iteration 118Q: 3 clusters Score -8021585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8021591.000000 Penalty: 5294.872070
	Iteration 119Q: 3 clusters Score -8021591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8021594.000000 Penalty: 5294.872070
	Iteration 120F: 3 clusters Score -8021594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8021606.000000 Penalty: 5294.872070
	Iteration 121Q: 3 clusters Score -8021606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8021616.500000 Penalty: 5294.872070
	Iteration 122Q: 3 clusters Score -8021616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8021612.000000 Penalty: 5294.872070
	Iteration 123Q: 3 clusters Score -8021612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8021623.500000 Penalty: 5294.872070
	Iteration 124Q: 3 clusters Score -8021624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8021628.000000 Penalty: 5294.872070
	Iteration 125Q: 3 clusters Score -8021628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8021627.000000 Penalty: 5294.872070
	Iteration 126Q: 3 clusters Score -8021627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8021641.500000 Penalty: 5294.872070
	Iteration 127Q: 3 clusters Score -8021642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8021644.500000 Penalty: 5294.872070
	Iteration 128Q: 3 clusters Score -8021644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8021644.000000 Penalty: 5294.872070
	Iteration 129Q: 3 clusters Score -8021644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8021637.000000 Penalty: 5294.872070
	Iteration 130Q: 3 clusters Score -8021637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8021647.500000 Penalty: 5294.872070
	Iteration 131Q: 3 clusters Score -8021648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8021636.000000 Penalty: 5294.872070
	Iteration 132Q: 3 clusters Score -8021636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8021641.000000 Penalty: 5294.872070
	Iteration 133Q: 3 clusters Score -8021641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8021628.500000 Penalty: 5294.872070
	Iteration 134Q: 3 clusters Score -8021628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8021639.500000 Penalty: 5294.872070
	Iteration 135Q: 3 clusters Score -8021640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8021649.500000 Penalty: 5294.872070
	Iteration 136Q: 3 clusters Score -8021650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8021644.500000 Penalty: 5294.872070
	Iteration 137Q: 3 clusters Score -8021644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8021642.000000 Penalty: 5294.872070
	Iteration 138Q: 3 clusters Score -8021642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8021652.000000 Penalty: 5294.872070
	Iteration 139Q: 3 clusters Score -8021652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8021638.500000 Penalty: 5294.872070
	Iteration 140F: 3 clusters Score -8021638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8021642.500000 Penalty: 5294.872070
	Iteration 141Q: 3 clusters Score -8021642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8021643.500000 Penalty: 5294.872070
	Iteration 142Q: 3 clusters Score -8021644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8021652.500000 Penalty: 5294.872070
	Iteration 143Q: 3 clusters Score -8021652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8021651.000000 Penalty: 5294.872070
	Iteration 144Q: 3 clusters Score -8021651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8021650.500000 Penalty: 5294.872070
	Iteration 145Q: 3 clusters Score -8021650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8021646.500000 Penalty: 5294.872070
	Iteration 146Q: 3 clusters Score -8021646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8021653.000000 Penalty: 5294.872070
	Iteration 147Q: 3 clusters Score -8021653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8021650.500000 Penalty: 5294.872070
	Iteration 148Q: 3 clusters Score -8021650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8021650.000000 Penalty: 5294.872070
	Iteration 149Q: 3 clusters Score -8021650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8021653.500000 Penalty: 5294.872070
	Iteration 150Q: 3 clusters Score -8021654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8021650.500000 Penalty: 5294.872070
	Iteration 151Q: 3 clusters Score -8021650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8021657.500000 Penalty: 5294.872070
	Iteration 152Q: 3 clusters Score -8021658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8021662.500000 Penalty: 5294.872070
	Iteration 153Q: 3 clusters Score -8021662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8021655.000000 Penalty: 5294.872070
	Iteration 154Q: 3 clusters Score -8021655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8021657.000000 Penalty: 5294.872070
	Iteration 155Q: 3 clusters Score -8021657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8021653.500000 Penalty: 5294.872070
	Iteration 156Q: 3 clusters Score -8021654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8021659.500000 Penalty: 5294.872070
	Iteration 157Q: 3 clusters Score -8021660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8021659.500000 Penalty: 5294.872070
	Iteration 158F: 3 clusters Score -8021660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73705.304688 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72240.093750 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72240.09 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72521.585938 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72521.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72674.609375 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -72674.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72752.101562 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -72752.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72814.820312 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -72814.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72873.429688 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -72873.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72909.421875 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -72909.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72924.882812 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -72924.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72931.898438 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -72931.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72934.179688 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -72934.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72954.781250 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -72954.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -72996.390625 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -72996.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73009.750000 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -73009.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -73021.921875 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -73021.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -73029.164062 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -73029.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -73037.664062 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -73037.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -73052.375000 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -73052.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -73077.984375 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -73077.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73110.218750 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -73110.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -73125.968750 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -73125.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73128.867188 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -73128.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73129.687500 Penalty: 3120.618408
	Iteration 21Q: 3 clusters Score -73129.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73129.687500 Penalty: 3120.618408
	Iteration 22F: 3 clusters Score -73129.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Entering Unmasked Estep 
Score: -460185.718750 Penalty: 1940.065674
	Iteration 0F: 2 clusters Score -460185.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -457208.812500 Penalty: 3880.131348
	Iteration 0F: 3 clusters Score -457208.8 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -457744.375000 Penalty: 3880.131348
	Iteration 1F: 3 clusters Score -457744.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -457864.781250 Penalty: 3880.131348
	Iteration 2F: 3 clusters Score -457864.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -457937.531250 Penalty: 3880.131348
	Iteration 3Q: 3 clusters Score -457937.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -457987.656250 Penalty: 3880.131348
	Iteration 4Q: 3 clusters Score -457987.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -458014.000000 Penalty: 3880.131348
	Iteration 5Q: 3 clusters Score -458014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -458039.937500 Penalty: 3880.131348
	Iteration 6Q: 3 clusters Score -458039.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -458057.750000 Penalty: 3880.131348
	Iteration 7Q: 3 clusters Score -458057.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -458065.437500 Penalty: 3880.131348
	Iteration 8Q: 3 clusters Score -458065.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -458071.906250 Penalty: 3880.131348
	Iteration 9Q: 3 clusters Score -458071.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -458079.187500 Penalty: 3880.131348
	Iteration 10Q: 3 clusters Score -458079.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -458087.343750 Penalty: 3880.131348
	Iteration 11Q: 3 clusters Score -458087.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -458095.500000 Penalty: 3880.131348
	Iteration 12Q: 3 clusters Score -458095.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -458101.500000 Penalty: 3880.131348
	Iteration 13Q: 3 clusters Score -458101.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -458112.562500 Penalty: 3880.131348
	Iteration 14Q: 3 clusters Score -458112.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -458125.937500 Penalty: 3880.131348
	Iteration 15Q: 3 clusters Score -458125.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -458138.875000 Penalty: 3880.131348
	Iteration 16Q: 3 clusters Score -458138.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -458149.656250 Penalty: 3880.131348
	Iteration 17Q: 3 clusters Score -458149.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -458159.843750 Penalty: 3880.131348
	Iteration 18Q: 3 clusters Score -458159.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -458166.000000 Penalty: 3880.131348
	Iteration 19Q: 3 clusters Score -458166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -458170.125000 Penalty: 3880.131348
	Iteration 20F: 3 clusters Score -458170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -458172.406250 Penalty: 3880.131348
	Iteration 21Q: 3 clusters Score -458172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -458173.531250 Penalty: 3880.131348
	Iteration 22Q: 3 clusters Score -458173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -458176.000000 Penalty: 3880.131348
	Iteration 23Q: 3 clusters Score -458176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -458177.250000 Penalty: 3880.131348
	Iteration 24Q: 3 clusters Score -458177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -458178.687500 Penalty: 3880.131348
	Iteration 25Q: 3 clusters Score -458178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -458181.062500 Penalty: 3880.131348
	Iteration 26Q: 3 clusters Score -458181.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -458182.062500 Penalty: 3880.131348
	Iteration 27Q: 3 clusters Score -458182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -458182.343750 Penalty: 3880.131348
	Iteration 28Q: 3 clusters Score -458182.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -458182.562500 Penalty: 3880.131348
	Iteration 29Q: 3 clusters Score -458182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -458182.718750 Penalty: 3880.131348
	Iteration 30Q: 3 clusters Score -458182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -458182.718750 Penalty: 3880.131348
	Iteration 31F: 3 clusters Score -458182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 46864 members 
Mstep: Class 3 contains 47854 members 
Mstep: Class 4 contains 51597 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 50813 members 
Mstep: Class 7 contains 30178 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52247 members 
Mstep: Class 10 contains 8959 members 
Mstep: Class 11 contains 44466 members 
Mstep: Class 12 contains 49377 members 
Mstep: Class 13 contains 48616 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47987 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43267 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154032.000000 Penalty: 79215.406250
Iteration 159Q: 25 clusters Score -1.10154e+08 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 46802 members 
Mstep: Class 3 contains 47863 members 
Mstep: Class 4 contains 51636 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 51025 members 
Mstep: Class 7 contains 30201 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52298 members 
Mstep: Class 10 contains 8904 members 
Mstep: Class 11 contains 44472 members 
Mstep: Class 12 contains 49363 members 
Mstep: Class 13 contains 48599 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 48030 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 43284 members 
Mstep: Class 22 contains 40386 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154296.000000 Penalty: 79215.406250
Iteration 160F: 25 clusters Score -1.101543e+08 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 46523 members 
Mstep: Class 3 contains 47890 members 
Mstep: Class 4 contains 51686 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 50672 members 
Mstep: Class 7 contains 30171 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52161 members 
Mstep: Class 10 contains 8876 members 
Mstep: Class 11 contains 44488 members 
Mstep: Class 12 contains 49370 members 
Mstep: Class 13 contains 48574 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 47937 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1030 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 42644 members 
Mstep: Class 22 contains 42083 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 25 clusters Score -1.10155e+08 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 46321 members 
Mstep: Class 3 contains 47923 members 
Mstep: Class 4 contains 51680 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 50527 members 
Mstep: Class 7 contains 30161 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 52054 members 
Mstep: Class 10 contains 8896 members 
Mstep: Class 11 contains 44479 members 
Mstep: Class 12 contains 49351 members 
Mstep: Class 13 contains 48565 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47837 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1030 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 42089 members 
Mstep: Class 22 contains 43414 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2481 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 25 clusters Score -1.101559e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 46120 members 
Mstep: Class 3 contains 47960 members 
Mstep: Class 4 contains 51596 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 50437 members 
Mstep: Class 7 contains 30143 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 51996 members 
Mstep: Class 10 contains 8904 members 
Mstep: Class 11 contains 44443 members 
Mstep: Class 12 contains 49323 members 
Mstep: Class 13 contains 48572 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47711 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1031 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 41603 members 
Mstep: Class 22 contains 44653 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156376.000000 Penalty: 79215.406250
Iteration 163Q: 25 clusters Score -1.101564e+08 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 45953 members 
Mstep: Class 3 contains 48018 members 
Mstep: Class 4 contains 51491 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 50358 members 
Mstep: Class 7 contains 30138 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 51974 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 11 contains 44412 members 
Mstep: Class 12 contains 49273 members 
Mstep: Class 13 contains 48645 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47579 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1031 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 41082 members 
Mstep: Class 22 contains 45822 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 25 clusters Score -1.101568e+08 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 45766 members 
Mstep: Class 3 contains 48049 members 
Mstep: Class 4 contains 51400 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 50310 members 
Mstep: Class 7 contains 30132 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 51945 members 
Mstep: Class 10 contains 8920 members 
Mstep: Class 11 contains 44406 members 
Mstep: Class 12 contains 49184 members 
Mstep: Class 13 contains 48690 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1034 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 40626 members 
Mstep: Class 22 contains 46921 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157000.000000 Penalty: 79215.406250
Iteration 165Q: 25 clusters Score -1.10157e+08 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 45591 members 
Mstep: Class 3 contains 48097 members 
Mstep: Class 4 contains 51359 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 50255 members 
Mstep: Class 7 contains 30127 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 51920 members 
Mstep: Class 10 contains 8899 members 
Mstep: Class 11 contains 44379 members 
Mstep: Class 12 contains 49160 members 
Mstep: Class 13 contains 48706 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 47369 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1034 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 40212 members 
Mstep: Class 22 contains 47873 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157120.000000 Penalty: 79215.406250
Iteration 166Q: 25 clusters Score -1.101571e+08 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 45441 members 
Mstep: Class 3 contains 48118 members 
Mstep: Class 4 contains 51281 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 50263 members 
Mstep: Class 7 contains 30115 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 51891 members 
Mstep: Class 10 contains 8863 members 
Mstep: Class 11 contains 44346 members 
Mstep: Class 12 contains 49140 members 
Mstep: Class 13 contains 48748 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 47301 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 39838 members 
Mstep: Class 22 contains 48721 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157072.000000 Penalty: 79215.406250
Iteration 167Q: 25 clusters Score -1.101571e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 45382 members 
Mstep: Class 3 contains 48098 members 
Mstep: Class 4 contains 51272 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 50332 members 
Mstep: Class 7 contains 30114 members 
Mstep: Class 8 contains 1142 members 
Mstep: Class 9 contains 51871 members 
Mstep: Class 10 contains 8772 members 
Mstep: Class 11 contains 44325 members 
Mstep: Class 12 contains 49077 members 
Mstep: Class 13 contains 48795 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 47252 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1030 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 39544 members 
Mstep: Class 22 contains 49359 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157048.000000 Penalty: 79215.406250
Iteration 168Q: 25 clusters Score -1.10157e+08 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 45292 members 
Mstep: Class 3 contains 48098 members 
Mstep: Class 4 contains 51260 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 50509 members 
Mstep: Class 7 contains 30117 members 
Mstep: Class 8 contains 1142 members 
Mstep: Class 9 contains 51816 members 
Mstep: Class 10 contains 8661 members 
Mstep: Class 11 contains 44306 members 
Mstep: Class 12 contains 49051 members 
Mstep: Class 13 contains 48837 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 47224 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 39288 members 
Mstep: Class 22 contains 49851 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157328.000000 Penalty: 79215.406250
Iteration 169Q: 25 clusters Score -1.101573e+08 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 45179 members 
Mstep: Class 3 contains 48066 members 
Mstep: Class 4 contains 51235 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 50671 members 
Mstep: Class 7 contains 30097 members 
Mstep: Class 8 contains 1142 members 
Mstep: Class 9 contains 51808 members 
Mstep: Class 10 contains 8548 members 
Mstep: Class 11 contains 44281 members 
Mstep: Class 12 contains 49059 members 
Mstep: Class 13 contains 48867 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 47234 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 39122 members 
Mstep: Class 22 contains 50249 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157080.000000 Penalty: 79215.406250
Iteration 170Q: 25 clusters Score -1.101571e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 45121 members 
Mstep: Class 3 contains 48028 members 
Mstep: Class 4 contains 51258 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 50781 members 
Mstep: Class 7 contains 30080 members 
Mstep: Class 8 contains 1142 members 
Mstep: Class 9 contains 51841 members 
Mstep: Class 10 contains 8442 members 
Mstep: Class 11 contains 44255 members 
Mstep: Class 12 contains 49095 members 
Mstep: Class 13 contains 48838 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 47220 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 39000 members 
Mstep: Class 22 contains 50547 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156920.000000 Penalty: 79215.406250
Iteration 171Q: 25 clusters Score -1.101569e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 45120 members 
Mstep: Class 3 contains 47982 members 
Mstep: Class 4 contains 51273 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 50865 members 
Mstep: Class 7 contains 30074 members 
Mstep: Class 8 contains 1143 members 
Mstep: Class 9 contains 51844 members 
Mstep: Class 10 contains 8338 members 
Mstep: Class 11 contains 44236 members 
Mstep: Class 12 contains 49095 members 
Mstep: Class 13 contains 48823 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 47237 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 38895 members 
Mstep: Class 22 contains 50785 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157168.000000 Penalty: 79215.406250
Iteration 172Q: 25 clusters Score -1.101572e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 45112 members 
Mstep: Class 3 contains 47917 members 
Mstep: Class 4 contains 51276 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 50941 members 
Mstep: Class 7 contains 30079 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 51859 members 
Mstep: Class 10 contains 8209 members 
Mstep: Class 11 contains 44225 members 
Mstep: Class 12 contains 49059 members 
Mstep: Class 13 contains 48849 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 47288 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 38844 members 
Mstep: Class 22 contains 50961 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 25 clusters Score -1.101571e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 45085 members 
Mstep: Class 3 contains 47863 members 
Mstep: Class 4 contains 51285 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 51053 members 
Mstep: Class 7 contains 30084 members 
Mstep: Class 8 contains 1147 members 
Mstep: Class 9 contains 51860 members 
Mstep: Class 10 contains 8063 members 
Mstep: Class 11 contains 44215 members 
Mstep: Class 12 contains 49067 members 
Mstep: Class 13 contains 48873 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 47333 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 38773 members 
Mstep: Class 22 contains 51104 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 25 clusters Score -1.101566e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 45069 members 
Mstep: Class 3 contains 47797 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 51108 members 
Mstep: Class 7 contains 30076 members 
Mstep: Class 8 contains 1148 members 
Mstep: Class 9 contains 51866 members 
Mstep: Class 10 contains 7927 members 
Mstep: Class 11 contains 44230 members 
Mstep: Class 12 contains 49009 members 
Mstep: Class 13 contains 48894 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 47415 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 38712 members 
Mstep: Class 22 contains 51268 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2570 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 25 clusters Score -1.101566e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 45073 members 
Mstep: Class 3 contains 47768 members 
Mstep: Class 4 contains 51279 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 51206 members 
Mstep: Class 7 contains 30079 members 
Mstep: Class 8 contains 1149 members 
Mstep: Class 9 contains 51903 members 
Mstep: Class 10 contains 7792 members 
Mstep: Class 11 contains 44232 members 
Mstep: Class 12 contains 48983 members 
Mstep: Class 13 contains 48899 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 47459 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38675 members 
Mstep: Class 22 contains 51379 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2584 members 
Entering Unmasked Estep 
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Iteration 176Q: 25 clusters Score -1.101564e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 45116 members 
Mstep: Class 3 contains 47749 members 
Mstep: Class 4 contains 51227 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 51285 members 
Mstep: Class 7 contains 30073 members 
Mstep: Class 8 contains 1151 members 
Mstep: Class 9 contains 51960 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 44241 members 
Mstep: Class 12 contains 48949 members 
Mstep: Class 13 contains 48896 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 47485 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38668 members 
Mstep: Class 22 contains 51469 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 25 clusters Score -1.101557e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 45188 members 
Mstep: Class 3 contains 47721 members 
Mstep: Class 4 contains 51170 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 51319 members 
Mstep: Class 7 contains 30075 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 9 contains 51964 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 44249 members 
Mstep: Class 12 contains 48948 members 
Mstep: Class 13 contains 48916 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 47514 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38647 members 
Mstep: Class 22 contains 51568 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 25 clusters Score -1.101556e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 45249 members 
Mstep: Class 3 contains 47715 members 
Mstep: Class 4 contains 51153 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 51318 members 
Mstep: Class 7 contains 30075 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 51975 members 
Mstep: Class 10 contains 7454 members 
Mstep: Class 11 contains 44249 members 
Mstep: Class 12 contains 48949 members 
Mstep: Class 13 contains 48928 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 47542 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38642 members 
Mstep: Class 22 contains 51630 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155256.000000 Penalty: 79215.406250
Iteration 179Q: 25 clusters Score -1.101553e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 45318 members 
Mstep: Class 3 contains 47688 members 
Mstep: Class 4 contains 51153 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 51333 members 
Mstep: Class 7 contains 30094 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51981 members 
Mstep: Class 10 contains 7365 members 
Mstep: Class 11 contains 44261 members 
Mstep: Class 12 contains 48936 members 
Mstep: Class 13 contains 48937 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 47558 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38607 members 
Mstep: Class 22 contains 51664 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155264.000000 Penalty: 79215.406250
Iteration 180F: 25 clusters Score -1.101553e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 45398 members 
Mstep: Class 3 contains 47680 members 
Mstep: Class 4 contains 51086 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 51301 members 
Mstep: Class 7 contains 30109 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 52015 members 
Mstep: Class 10 contains 7282 members 
Mstep: Class 11 contains 44269 members 
Mstep: Class 12 contains 48914 members 
Mstep: Class 13 contains 48971 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47568 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38619 members 
Mstep: Class 22 contains 51704 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155168.000000 Penalty: 79215.406250
Iteration 181Q: 25 clusters Score -1.101552e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 45474 members 
Mstep: Class 3 contains 47649 members 
Mstep: Class 4 contains 51064 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 51304 members 
Mstep: Class 7 contains 30117 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 52013 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 44267 members 
Mstep: Class 12 contains 48888 members 
Mstep: Class 13 contains 48986 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47566 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38639 members 
Mstep: Class 22 contains 51739 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155464.000000 Penalty: 79215.406250
Iteration 182Q: 25 clusters Score -1.101555e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 45543 members 
Mstep: Class 3 contains 47628 members 
Mstep: Class 4 contains 51043 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 51348 members 
Mstep: Class 7 contains 30118 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 52001 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 44265 members 
Mstep: Class 12 contains 48879 members 
Mstep: Class 13 contains 48985 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47564 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38672 members 
Mstep: Class 22 contains 51752 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155568.000000 Penalty: 79215.406250
Iteration 183Q: 25 clusters Score -1.101556e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 45637 members 
Mstep: Class 3 contains 47615 members 
Mstep: Class 4 contains 50995 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 51362 members 
Mstep: Class 7 contains 30109 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 52028 members 
Mstep: Class 10 contains 7078 members 
Mstep: Class 11 contains 44269 members 
Mstep: Class 12 contains 48864 members 
Mstep: Class 13 contains 48957 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47549 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38730 members 
Mstep: Class 22 contains 51758 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155680.000000 Penalty: 79215.406250
Iteration 184Q: 25 clusters Score -1.101557e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 45741 members 
Mstep: Class 3 contains 47640 members 
Mstep: Class 4 contains 50950 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 51347 members 
Mstep: Class 7 contains 30109 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 52019 members 
Mstep: Class 10 contains 7015 members 
Mstep: Class 11 contains 44294 members 
Mstep: Class 12 contains 48822 members 
Mstep: Class 13 contains 48922 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47561 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38791 members 
Mstep: Class 22 contains 51754 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155688.000000 Penalty: 79215.406250
Iteration 185Q: 25 clusters Score -1.101557e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 45858 members 
Mstep: Class 3 contains 47681 members 
Mstep: Class 4 contains 50869 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 51315 members 
Mstep: Class 7 contains 30109 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 52002 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 44330 members 
Mstep: Class 12 contains 48774 members 
Mstep: Class 13 contains 48879 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47554 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38886 members 
Mstep: Class 22 contains 51771 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155672.000000 Penalty: 79215.406250
Iteration 186Q: 25 clusters Score -1.101557e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 45998 members 
Mstep: Class 3 contains 47710 members 
Mstep: Class 4 contains 50818 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 51267 members 
Mstep: Class 7 contains 30102 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51970 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 48730 members 
Mstep: Class 13 contains 48828 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47559 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 38990 members 
Mstep: Class 22 contains 51758 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155456.000000 Penalty: 79215.406250
Iteration 187Q: 25 clusters Score -1.101555e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 46157 members 
Mstep: Class 3 contains 47749 members 
Mstep: Class 4 contains 50730 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 51198 members 
Mstep: Class 7 contains 30095 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51966 members 
Mstep: Class 10 contains 6827 members 
Mstep: Class 11 contains 44383 members 
Mstep: Class 12 contains 48720 members 
Mstep: Class 13 contains 48782 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47583 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 39054 members 
Mstep: Class 22 contains 51750 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155720.000000 Penalty: 79215.406250
Iteration 188Q: 25 clusters Score -1.101557e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 46368 members 
Mstep: Class 3 contains 47772 members 
Mstep: Class 4 contains 50657 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 51135 members 
Mstep: Class 7 contains 30083 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51950 members 
Mstep: Class 10 contains 6760 members 
Mstep: Class 11 contains 44405 members 
Mstep: Class 12 contains 48703 members 
Mstep: Class 13 contains 48716 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47582 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 39149 members 
Mstep: Class 22 contains 51737 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155888.000000 Penalty: 79215.406250
Iteration 189Q: 25 clusters Score -1.101559e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 46580 members 
Mstep: Class 3 contains 47806 members 
Mstep: Class 4 contains 50582 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 51060 members 
Mstep: Class 7 contains 30083 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51926 members 
Mstep: Class 10 contains 6700 members 
Mstep: Class 11 contains 44425 members 
Mstep: Class 12 contains 48704 members 
Mstep: Class 13 contains 48624 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47571 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 39274 members 
Mstep: Class 22 contains 51709 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155880.000000 Penalty: 79215.406250
Iteration 190Q: 25 clusters Score -1.101559e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 46771 members 
Mstep: Class 3 contains 47859 members 
Mstep: Class 4 contains 50453 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50953 members 
Mstep: Class 7 contains 30077 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51890 members 
Mstep: Class 10 contains 6646 members 
Mstep: Class 11 contains 44445 members 
Mstep: Class 12 contains 48684 members 
Mstep: Class 13 contains 48594 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47575 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 39396 members 
Mstep: Class 22 contains 51687 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156368.000000 Penalty: 79215.406250
Iteration 191Q: 25 clusters Score -1.101564e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 46981 members 
Mstep: Class 3 contains 47884 members 
Mstep: Class 4 contains 50356 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50823 members 
Mstep: Class 7 contains 30076 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51883 members 
Mstep: Class 10 contains 6589 members 
Mstep: Class 11 contains 44480 members 
Mstep: Class 12 contains 48635 members 
Mstep: Class 13 contains 48529 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47581 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 39548 members 
Mstep: Class 22 contains 51651 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156768.000000 Penalty: 79215.406250
Iteration 192Q: 25 clusters Score -1.101568e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 47166 members 
Mstep: Class 3 contains 47873 members 
Mstep: Class 4 contains 50259 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50691 members 
Mstep: Class 7 contains 30079 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51878 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 44501 members 
Mstep: Class 12 contains 48645 members 
Mstep: Class 13 contains 48486 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47552 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 39744 members 
Mstep: Class 22 contains 51587 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156952.000000 Penalty: 79215.406250
Iteration 193Q: 25 clusters Score -1.10157e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 47336 members 
Mstep: Class 3 contains 47845 members 
Mstep: Class 4 contains 50143 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 50574 members 
Mstep: Class 7 contains 30090 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51887 members 
Mstep: Class 10 contains 6486 members 
Mstep: Class 11 contains 44524 members 
Mstep: Class 12 contains 48670 members 
Mstep: Class 13 contains 48477 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47496 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 39954 members 
Mstep: Class 22 contains 51504 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157288.000000 Penalty: 79215.406250
Iteration 194Q: 25 clusters Score -1.101573e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 47473 members 
Mstep: Class 3 contains 47835 members 
Mstep: Class 4 contains 50037 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 50484 members 
Mstep: Class 7 contains 30093 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51886 members 
Mstep: Class 10 contains 6415 members 
Mstep: Class 11 contains 44532 members 
Mstep: Class 12 contains 48717 members 
Mstep: Class 13 contains 48422 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47456 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 40179 members 
Mstep: Class 22 contains 51457 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157208.000000 Penalty: 79215.406250
Iteration 195Q: 25 clusters Score -1.101572e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 47588 members 
Mstep: Class 3 contains 47780 members 
Mstep: Class 4 contains 50010 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 50372 members 
Mstep: Class 7 contains 30096 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51888 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 44529 members 
Mstep: Class 12 contains 48770 members 
Mstep: Class 13 contains 48414 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47400 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 40418 members 
Mstep: Class 22 contains 51377 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157032.000000 Penalty: 79215.406250
Iteration 196Q: 25 clusters Score -1.10157e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 47687 members 
Mstep: Class 3 contains 47712 members 
Mstep: Class 4 contains 50032 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 50283 members 
Mstep: Class 7 contains 30085 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51867 members 
Mstep: Class 10 contains 6292 members 
Mstep: Class 11 contains 44537 members 
Mstep: Class 12 contains 48803 members 
Mstep: Class 13 contains 48405 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47333 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 40646 members 
Mstep: Class 22 contains 51324 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157248.000000 Penalty: 79215.406250
Iteration 197Q: 25 clusters Score -1.101572e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 47792 members 
Mstep: Class 3 contains 47687 members 
Mstep: Class 4 contains 50004 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 50212 members 
Mstep: Class 7 contains 30089 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51834 members 
Mstep: Class 10 contains 6231 members 
Mstep: Class 11 contains 44544 members 
Mstep: Class 12 contains 48846 members 
Mstep: Class 13 contains 48371 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47297 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 40846 members 
Mstep: Class 22 contains 51276 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157296.000000 Penalty: 79215.406250
Iteration 198Q: 25 clusters Score -1.101573e+08 nChanged 2401
Entering ConstructFrom: 
Score: -110157296.000000 Penalty: 79215.406250
Entering ConstructFrom: 
Trying to split cluster 1 (27385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Entering Unmasked Estep 
Score: -5107205.500000 Penalty: 2534.002197
	Iteration 0F: 2 clusters Score -5107206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -5088358.500000 Penalty: 5068.004395
	Iteration 0F: 3 clusters Score -5088358 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -5095249.000000 Penalty: 5068.004395
	Iteration 1F: 3 clusters Score -5095249 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -5095807.500000 Penalty: 5068.004395
	Iteration 2F: 3 clusters Score -5095808 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5096339.500000 Penalty: 5068.004395
	Iteration 3Q: 3 clusters Score -5096340 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -5096796.000000 Penalty: 5068.004395
	Iteration 4Q: 3 clusters Score -5096796 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -5097322.000000 Penalty: 5068.004395
	Iteration 5Q: 3 clusters Score -5097322 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5097992.500000 Penalty: 5068.004395
	Iteration 6Q: 3 clusters Score -5097992 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -5098929.000000 Penalty: 5068.004395
	Iteration 7F: 3 clusters Score -5098929 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5100223.500000 Penalty: 5068.004395
	Iteration 8F: 3 clusters Score -5100224 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -5101860.000000 Penalty: 5068.004395
	Iteration 9F: 3 clusters Score -5101860 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -5103122.500000 Penalty: 5068.004395
	Iteration 10F: 3 clusters Score -5103122 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5103744.500000 Penalty: 5068.004395
	Iteration 11Q: 3 clusters Score -5103744 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -5104048.500000 Penalty: 5068.004395
	Iteration 12Q: 3 clusters Score -5104048 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -5104239.000000 Penalty: 5068.004395
	Iteration 13Q: 3 clusters Score -5104239 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -5104349.000000 Penalty: 5068.004395
	Iteration 14Q: 3 clusters Score -5104349 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -5104441.500000 Penalty: 5068.004395
	Iteration 15Q: 3 clusters Score -5104442 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5104515.500000 Penalty: 5068.004395
	Iteration 16Q: 3 clusters Score -5104516 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -5104589.500000 Penalty: 5068.004395
	Iteration 17Q: 3 clusters Score -5104590 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -5104649.000000 Penalty: 5068.004395
	Iteration 18Q: 3 clusters Score -5104649 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -5104692.500000 Penalty: 5068.004395
	Iteration 19Q: 3 clusters Score -5104692 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5104758.500000 Penalty: 5068.004395
	Iteration 20F: 3 clusters Score -5104758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5104772.500000 Penalty: 5068.004395
	Iteration 21Q: 3 clusters Score -5104772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5104808.000000 Penalty: 5068.004395
	Iteration 22Q: 3 clusters Score -5104808 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5104844.500000 Penalty: 5068.004395
	Iteration 23Q: 3 clusters Score -5104844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5104877.000000 Penalty: 5068.004395
	Iteration 24Q: 3 clusters Score -5104877 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5104892.000000 Penalty: 5068.004395
	Iteration 25Q: 3 clusters Score -5104892 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -5104924.000000 Penalty: 5068.004395
	Iteration 26Q: 3 clusters Score -5104924 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5104930.500000 Penalty: 5068.004395
	Iteration 27Q: 3 clusters Score -5104930 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -5104967.000000 Penalty: 5068.004395
	Iteration 28Q: 3 clusters Score -5104967 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5104997.500000 Penalty: 5068.004395
	Iteration 29Q: 3 clusters Score -5104998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -5105029.000000 Penalty: 5068.004395
	Iteration 30Q: 3 clusters Score -5105029 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -5105045.500000 Penalty: 5068.004395
	Iteration 31Q: 3 clusters Score -5105046 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -5105057.000000 Penalty: 5068.004395
	Iteration 32Q: 3 clusters Score -5105057 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5105083.500000 Penalty: 5068.004395
	Iteration 33Q: 3 clusters Score -5105084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -5105095.000000 Penalty: 5068.004395
	Iteration 34Q: 3 clusters Score -5105095 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -5105123.500000 Penalty: 5068.004395
	Iteration 35Q: 3 clusters Score -5105124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5105147.000000 Penalty: 5068.004395
	Iteration 36Q: 3 clusters Score -5105147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -5105174.500000 Penalty: 5068.004395
	Iteration 37Q: 3 clusters Score -5105174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -5105188.000000 Penalty: 5068.004395
	Iteration 38Q: 3 clusters Score -5105188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -5105202.500000 Penalty: 5068.004395
	Iteration 39Q: 3 clusters Score -5105202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -5105205.500000 Penalty: 5068.004395
	Iteration 40F: 3 clusters Score -5105206 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -5105227.000000 Penalty: 5068.004395
	Iteration 41Q: 3 clusters Score -5105227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -5105242.000000 Penalty: 5068.004395
	Iteration 42Q: 3 clusters Score -5105242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -5105257.000000 Penalty: 5068.004395
	Iteration 43Q: 3 clusters Score -5105257 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -5105264.000000 Penalty: 5068.004395
	Iteration 44Q: 3 clusters Score -5105264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -5105296.000000 Penalty: 5068.004395
	Iteration 45Q: 3 clusters Score -5105296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -5105309.500000 Penalty: 5068.004395
	Iteration 46Q: 3 clusters Score -5105310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -5105329.500000 Penalty: 5068.004395
	Iteration 47Q: 3 clusters Score -5105330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -5105334.000000 Penalty: 5068.004395
	Iteration 48Q: 3 clusters Score -5105334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -5105341.500000 Penalty: 5068.004395
	Iteration 49Q: 3 clusters Score -5105342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -5105345.000000 Penalty: 5068.004395
	Iteration 50Q: 3 clusters Score -5105345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -5105373.000000 Penalty: 5068.004395
	Iteration 51Q: 3 clusters Score -5105373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -5105388.000000 Penalty: 5068.004395
	Iteration 52Q: 3 clusters Score -5105388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -5105379.500000 Penalty: 5068.004395
	Iteration 53Q: 3 clusters Score -5105380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -5105387.500000 Penalty: 5068.004395
	Iteration 54Q: 3 clusters Score -5105388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -5105387.500000 Penalty: 5068.004395
	Iteration 55Q: 3 clusters Score -5105388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -5105392.000000 Penalty: 5068.004395
	Iteration 56Q: 3 clusters Score -5105392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -5105400.000000 Penalty: 5068.004395
	Iteration 57Q: 3 clusters Score -5105400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -5105408.000000 Penalty: 5068.004395
	Iteration 58Q: 3 clusters Score -5105408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -5105405.000000 Penalty: 5068.004395
	Iteration 59Q: 3 clusters Score -5105405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -5105400.000000 Penalty: 5068.004395
	Iteration 60F: 3 clusters Score -5105400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -5105409.500000 Penalty: 5068.004395
	Iteration 61Q: 3 clusters Score -5105410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -5105414.500000 Penalty: 5068.004395
	Iteration 62Q: 3 clusters Score -5105414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -5105421.000000 Penalty: 5068.004395
	Iteration 63Q: 3 clusters Score -5105421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -5105416.000000 Penalty: 5068.004395
	Iteration 64Q: 3 clusters Score -5105416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -5105413.000000 Penalty: 5068.004395
	Iteration 65Q: 3 clusters Score -5105413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -5105407.000000 Penalty: 5068.004395
	Iteration 66Q: 3 clusters Score -5105407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -5105402.000000 Penalty: 5068.004395
	Iteration 67Q: 3 clusters Score -5105402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -5105399.500000 Penalty: 5068.004395
	Iteration 68Q: 3 clusters Score -5105400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -5105404.500000 Penalty: 5068.004395
	Iteration 69Q: 3 clusters Score -5105404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -5105403.500000 Penalty: 5068.004395
	Iteration 70Q: 3 clusters Score -5105404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -5105395.000000 Penalty: 5068.004395
	Iteration 71Q: 3 clusters Score -5105395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -5105400.500000 Penalty: 5068.004395
	Iteration 72Q: 3 clusters Score -5105400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -5105401.000000 Penalty: 5068.004395
	Iteration 73Q: 3 clusters Score -5105401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -5105400.500000 Penalty: 5068.004395
	Iteration 74Q: 3 clusters Score -5105400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -5105402.000000 Penalty: 5068.004395
	Iteration 75Q: 3 clusters Score -5105402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -5105401.000000 Penalty: 5068.004395
	Iteration 76Q: 3 clusters Score -5105401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -5105398.500000 Penalty: 5068.004395
	Iteration 77Q: 3 clusters Score -5105398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -5105400.000000 Penalty: 5068.004395
	Iteration 78Q: 3 clusters Score -5105400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5105412.500000 Penalty: 5068.004395
	Iteration 79Q: 3 clusters Score -5105412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -5105418.000000 Penalty: 5068.004395
	Iteration 80F: 3 clusters Score -5105418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -5105409.000000 Penalty: 5068.004395
	Iteration 81Q: 3 clusters Score -5105409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -5105412.000000 Penalty: 5068.004395
	Iteration 82Q: 3 clusters Score -5105412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -5105420.500000 Penalty: 5068.004395
	Iteration 83Q: 3 clusters Score -5105420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -5105433.000000 Penalty: 5068.004395
	Iteration 84Q: 3 clusters Score -5105433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -5105434.000000 Penalty: 5068.004395
	Iteration 85Q: 3 clusters Score -5105434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -5105437.500000 Penalty: 5068.004395
	Iteration 86Q: 3 clusters Score -5105438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -5105443.000000 Penalty: 5068.004395
	Iteration 87Q: 3 clusters Score -5105443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -5105443.500000 Penalty: 5068.004395
	Iteration 88Q: 3 clusters Score -5105444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -5105445.500000 Penalty: 5068.004395
	Iteration 89Q: 3 clusters Score -5105446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -5105444.500000 Penalty: 5068.004395
	Iteration 90Q: 3 clusters Score -5105444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -5105446.500000 Penalty: 5068.004395
	Iteration 91Q: 3 clusters Score -5105446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -5105447.000000 Penalty: 5068.004395
	Iteration 92Q: 3 clusters Score -5105447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -5105447.000000 Penalty: 5068.004395
	Iteration 93F: 3 clusters Score -5105447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Entering Unmasked Estep 
Score: -9012338.000000 Penalty: 2672.534668
	Iteration 0F: 2 clusters Score -9012338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -8982532.000000 Penalty: 5345.069336
	Iteration 0F: 3 clusters Score -8982532 nChanged 22186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -8995028.000000 Penalty: 5345.069336
	Iteration 1F: 3 clusters Score -8995028 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -8995608.000000 Penalty: 5345.069336
	Iteration 2Q: 3 clusters Score -8995608 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -8996184.000000 Penalty: 5345.069336
	Iteration 3Q: 3 clusters Score -8996184 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -8997049.000000 Penalty: 5345.069336
	Iteration 4Q: 3 clusters Score -8997049 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -8997956.000000 Penalty: 5345.069336
	Iteration 5Q: 3 clusters Score -8997956 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -8999158.000000 Penalty: 5345.069336
	Iteration 6Q: 3 clusters Score -8999158 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -9000807.000000 Penalty: 5345.069336
	Iteration 7F: 3 clusters Score -9000807 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -9002932.000000 Penalty: 5345.069336
	Iteration 8F: 3 clusters Score -9002932 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -9005063.000000 Penalty: 5345.069336
	Iteration 9F: 3 clusters Score -9005063 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -9006481.000000 Penalty: 5345.069336
	Iteration 10F: 3 clusters Score -9006481 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -9007106.000000 Penalty: 5345.069336
	Iteration 11Q: 3 clusters Score -9007106 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -9007363.000000 Penalty: 5345.069336
	Iteration 12Q: 3 clusters Score -9007363 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -9007564.000000 Penalty: 5345.069336
	Iteration 13Q: 3 clusters Score -9007564 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -9007677.000000 Penalty: 5345.069336
	Iteration 14Q: 3 clusters Score -9007677 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -9007791.000000 Penalty: 5345.069336
	Iteration 15Q: 3 clusters Score -9007791 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -9007901.000000 Penalty: 5345.069336
	Iteration 16Q: 3 clusters Score -9007901 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -9007988.000000 Penalty: 5345.069336
	Iteration 17Q: 3 clusters Score -9007988 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -9008111.000000 Penalty: 5345.069336
	Iteration 18Q: 3 clusters Score -9008111 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -9008199.000000 Penalty: 5345.069336
	Iteration 19Q: 3 clusters Score -9008199 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -9008281.000000 Penalty: 5345.069336
	Iteration 20F: 3 clusters Score -9008281 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -9008296.000000 Penalty: 5345.069336
	Iteration 21Q: 3 clusters Score -9008296 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -9008353.000000 Penalty: 5345.069336
	Iteration 22Q: 3 clusters Score -9008353 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -9008364.000000 Penalty: 5345.069336
	Iteration 23Q: 3 clusters Score -9008364 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -9008392.000000 Penalty: 5345.069336
	Iteration 24Q: 3 clusters Score -9008392 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -9008411.000000 Penalty: 5345.069336
	Iteration 25Q: 3 clusters Score -9008411 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -9008462.000000 Penalty: 5345.069336
	Iteration 26Q: 3 clusters Score -9008462 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -9008454.000000 Penalty: 5345.069336
	Iteration 27Q: 3 clusters Score -9008454 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -9008476.000000 Penalty: 5345.069336
	Iteration 28Q: 3 clusters Score -9008476 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -9008493.000000 Penalty: 5345.069336
	Iteration 29Q: 3 clusters Score -9008493 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -9008516.000000 Penalty: 5345.069336
	Iteration 30Q: 3 clusters Score -9008516 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -9008514.000000 Penalty: 5345.069336
	Iteration 31Q: 3 clusters Score -9008514 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -9008517.000000 Penalty: 5345.069336
	Iteration 32Q: 3 clusters Score -9008517 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -9008526.000000 Penalty: 5345.069336
	Iteration 33Q: 3 clusters Score -9008526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -9008537.000000 Penalty: 5345.069336
	Iteration 34Q: 3 clusters Score -9008537 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -9008533.000000 Penalty: 5345.069336
	Iteration 35Q: 3 clusters Score -9008533 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -9008548.000000 Penalty: 5345.069336
	Iteration 36Q: 3 clusters Score -9008548 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -9008548.000000 Penalty: 5345.069336
	Iteration 37Q: 3 clusters Score -9008548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -9008542.000000 Penalty: 5345.069336
	Iteration 38Q: 3 clusters Score -9008542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -9008539.000000 Penalty: 5345.069336
	Iteration 39Q: 3 clusters Score -9008539 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -9008543.000000 Penalty: 5345.069336
	Iteration 40F: 3 clusters Score -9008543 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -9008539.000000 Penalty: 5345.069336
	Iteration 41Q: 3 clusters Score -9008539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -9008536.000000 Penalty: 5345.069336
	Iteration 42Q: 3 clusters Score -9008536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -9008537.000000 Penalty: 5345.069336
	Iteration 43Q: 3 clusters Score -9008537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -9008552.000000 Penalty: 5345.069336
	Iteration 44Q: 3 clusters Score -9008552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -9008561.000000 Penalty: 5345.069336
	Iteration 45Q: 3 clusters Score -9008561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -9008551.000000 Penalty: 5345.069336
	Iteration 46Q: 3 clusters Score -9008551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -9008554.000000 Penalty: 5345.069336
	Iteration 47Q: 3 clusters Score -9008554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -9008565.000000 Penalty: 5345.069336
	Iteration 48Q: 3 clusters Score -9008565 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -9008569.000000 Penalty: 5345.069336
	Iteration 49Q: 3 clusters Score -9008569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -9008558.000000 Penalty: 5345.069336
	Iteration 50Q: 3 clusters Score -9008558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -9008551.000000 Penalty: 5345.069336
	Iteration 51Q: 3 clusters Score -9008551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -9008562.000000 Penalty: 5345.069336
	Iteration 52Q: 3 clusters Score -9008562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -9008565.000000 Penalty: 5345.069336
	Iteration 53Q: 3 clusters Score -9008565 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -9008556.000000 Penalty: 5345.069336
	Iteration 54Q: 3 clusters Score -9008556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -9008552.000000 Penalty: 5345.069336
	Iteration 55Q: 3 clusters Score -9008552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -9008555.000000 Penalty: 5345.069336
	Iteration 56Q: 3 clusters Score -9008555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -9008547.000000 Penalty: 5345.069336
	Iteration 57Q: 3 clusters Score -9008547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -9008562.000000 Penalty: 5345.069336
	Iteration 58Q: 3 clusters Score -9008562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -9008559.000000 Penalty: 5345.069336
	Iteration 59Q: 3 clusters Score -9008559 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -9008567.000000 Penalty: 5345.069336
	Iteration 60F: 3 clusters Score -9008567 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -9008587.000000 Penalty: 5345.069336
	Iteration 61Q: 3 clusters Score -9008587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -9008559.000000 Penalty: 5345.069336
	Iteration 62Q: 3 clusters Score -9008559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -9008554.000000 Penalty: 5345.069336
	Iteration 63Q: 3 clusters Score -9008554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -9008561.000000 Penalty: 5345.069336
	Iteration 64Q: 3 clusters Score -9008561 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -9008565.000000 Penalty: 5345.069336
	Iteration 65Q: 3 clusters Score -9008565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -9008565.000000 Penalty: 5345.069336
	Iteration 66Q: 3 clusters Score -9008565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -9008557.000000 Penalty: 5345.069336
	Iteration 67Q: 3 clusters Score -9008557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -9008568.000000 Penalty: 5345.069336
	Iteration 68Q: 3 clusters Score -9008568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -9008571.000000 Penalty: 5345.069336
	Iteration 69Q: 3 clusters Score -9008571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -9008570.000000 Penalty: 5345.069336
	Iteration 70Q: 3 clusters Score -9008570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -9008577.000000 Penalty: 5345.069336
	Iteration 71Q: 3 clusters Score -9008577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -9008565.000000 Penalty: 5345.069336
	Iteration 72Q: 3 clusters Score -9008565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -9008567.000000 Penalty: 5345.069336
	Iteration 73Q: 3 clusters Score -9008567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -9008565.000000 Penalty: 5345.069336
	Iteration 74Q: 3 clusters Score -9008565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -9008574.000000 Penalty: 5345.069336
	Iteration 75Q: 3 clusters Score -9008574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -9008587.000000 Penalty: 5345.069336
	Iteration 76Q: 3 clusters Score -9008587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -9008583.000000 Penalty: 5345.069336
	Iteration 77Q: 3 clusters Score -9008583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -9008578.000000 Penalty: 5345.069336
	Iteration 78Q: 3 clusters Score -9008578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -9008576.000000 Penalty: 5345.069336
	Iteration 79Q: 3 clusters Score -9008576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -9008574.000000 Penalty: 5345.069336
	Iteration 80F: 3 clusters Score -9008574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -9008573.000000 Penalty: 5345.069336
	Iteration 81Q: 3 clusters Score -9008573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -9008573.000000 Penalty: 5345.069336
	Iteration 82Q: 3 clusters Score -9008573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -9008576.000000 Penalty: 5345.069336
	Iteration 83Q: 3 clusters Score -9008576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -9008581.000000 Penalty: 5345.069336
	Iteration 84Q: 3 clusters Score -9008581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -9008576.000000 Penalty: 5345.069336
	Iteration 85Q: 3 clusters Score -9008576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -9008571.000000 Penalty: 5345.069336
	Iteration 86Q: 3 clusters Score -9008571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -9008575.000000 Penalty: 5345.069336
	Iteration 87Q: 3 clusters Score -9008575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -9008577.000000 Penalty: 5345.069336
	Iteration 88Q: 3 clusters Score -9008577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -9008574.000000 Penalty: 5345.069336
	Iteration 89Q: 3 clusters Score -9008574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -9008563.000000 Penalty: 5345.069336
	Iteration 90Q: 3 clusters Score -9008563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -9008564.000000 Penalty: 5345.069336
	Iteration 91Q: 3 clusters Score -9008564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -9008567.000000 Penalty: 5345.069336
	Iteration 92Q: 3 clusters Score -9008567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -9008562.000000 Penalty: 5345.069336
	Iteration 93Q: 3 clusters Score -9008562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -9008566.000000 Penalty: 5345.069336
	Iteration 94Q: 3 clusters Score -9008566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -9008563.000000 Penalty: 5345.069336
	Iteration 95Q: 3 clusters Score -9008563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -9008563.000000 Penalty: 5345.069336
	Iteration 96Q: 3 clusters Score -9008563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -9008566.000000 Penalty: 5345.069336
	Iteration 97Q: 3 clusters Score -9008566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -9008566.000000 Penalty: 5345.069336
	Iteration 98F: 3 clusters Score -9008566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47673 members 
Entering Unmasked Estep 
Score: -8834521.000000 Penalty: 2671.485840
	Iteration 0F: 2 clusters Score -8834521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -8803033.000000 Penalty: 5342.971680
	Iteration 0F: 3 clusters Score -8803033 nChanged 21831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -8815045.000000 Penalty: 5342.971680
	Iteration 1F: 3 clusters Score -8815045 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -8815824.000000 Penalty: 5342.971680
	Iteration 2Q: 3 clusters Score -8815824 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -8816780.000000 Penalty: 5342.971680
	Iteration 3Q: 3 clusters Score -8816780 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -8817945.000000 Penalty: 5342.971680
	Iteration 4Q: 3 clusters Score -8817945 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -8819197.000000 Penalty: 5342.971680
	Iteration 5Q: 3 clusters Score -8819197 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -8820650.000000 Penalty: 5342.971680
	Iteration 6F: 3 clusters Score -8820650 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -8822182.000000 Penalty: 5342.971680
	Iteration 7F: 3 clusters Score -8822182 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -8823763.000000 Penalty: 5342.971680
	Iteration 8F: 3 clusters Score -8823763 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -8825410.000000 Penalty: 5342.971680
	Iteration 9F: 3 clusters Score -8825410 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -8826766.000000 Penalty: 5342.971680
	Iteration 10F: 3 clusters Score -8826766 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8827552 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8827878 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -8828117.000000 Penalty: 5342.971680
	Iteration 13Q: 3 clusters Score -8828117 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -8828344.000000 Penalty: 5342.971680
	Iteration 14Q: 3 clusters Score -8828344 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8828511 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -8828750.000000 Penalty: 5342.971680
	Iteration 16Q: 3 clusters Score -8828750 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -8828980.000000 Penalty: 5342.971680
	Iteration 17Q: 3 clusters Score -8828980 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -8829203.000000 Penalty: 5342.971680
	Iteration 18Q: 3 clusters Score -8829203 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -8829458.000000 Penalty: 5342.971680
	Iteration 19Q: 3 clusters Score -8829458 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -8829688.000000 Penalty: 5342.971680
	Iteration 20F: 3 clusters Score -8829688 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -8829847.000000 Penalty: 5342.971680
	Iteration 21Q: 3 clusters Score -8829847 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8829970 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -8830071.000000 Penalty: 5342.971680
	Iteration 23Q: 3 clusters Score -8830071 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -8830212.000000 Penalty: 5342.971680
	Iteration 24Q: 3 clusters Score -8830212 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -8830337.000000 Penalty: 5342.971680
	Iteration 25Q: 3 clusters Score -8830337 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -8830447.000000 Penalty: 5342.971680
	Iteration 26Q: 3 clusters Score -8830447 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -8830548.000000 Penalty: 5342.971680
	Iteration 27Q: 3 clusters Score -8830548 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -8830622.000000 Penalty: 5342.971680
	Iteration 28Q: 3 clusters Score -8830622 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -8830724.000000 Penalty: 5342.971680
	Iteration 29Q: 3 clusters Score -8830724 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -8830809.000000 Penalty: 5342.971680
	Iteration 30Q: 3 clusters Score -8830809 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8830892 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -8830973.000000 Penalty: 5342.971680
	Iteration 32Q: 3 clusters Score -8830973 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -8831070.000000 Penalty: 5342.971680
	Iteration 33Q: 3 clusters Score -8831070 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -8831164.000000 Penalty: 5342.971680
	Iteration 34Q: 3 clusters Score -8831164 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8831270 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -8831375.000000 Penalty: 5342.971680
	Iteration 36Q: 3 clusters Score -8831375 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -8831480.000000 Penalty: 5342.971680
	Iteration 37Q: 3 clusters Score -8831480 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -8831542.000000 Penalty: 5342.971680
	Iteration 38Q: 3 clusters Score -8831542 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -8831649.000000 Penalty: 5342.971680
	Iteration 39Q: 3 clusters Score -8831649 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -8831738.000000 Penalty: 5342.971680
	Iteration 40F: 3 clusters Score -8831738 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -8831826.000000 Penalty: 5342.971680
	Iteration 41Q: 3 clusters Score -8831826 nChanged 334
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Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8831896 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8831954 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -8832033.000000 Penalty: 5342.971680
	Iteration 44Q: 3 clusters Score -8832033 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -8832139.000000 Penalty: 5342.971680
	Iteration 45Q: 3 clusters Score -8832139 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -8832173.000000 Penalty: 5342.971680
	Iteration 46Q: 3 clusters Score -8832173 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -8832215.000000 Penalty: 5342.971680
	Iteration 47Q: 3 clusters Score -8832215 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -8832252.000000 Penalty: 5342.971680
	Iteration 48Q: 3 clusters Score -8832252 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -8832303.000000 Penalty: 5342.971680
	Iteration 49Q: 3 clusters Score -8832303 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -8832334.000000 Penalty: 5342.971680
	Iteration 50Q: 3 clusters Score -8832334 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -8832389.000000 Penalty: 5342.971680
	Iteration 51Q: 3 clusters Score -8832389 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -8832436.000000 Penalty: 5342.971680
	Iteration 52Q: 3 clusters Score -8832436 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -8832489.000000 Penalty: 5342.971680
	Iteration 53Q: 3 clusters Score -8832489 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -8832512.000000 Penalty: 5342.971680
	Iteration 54Q: 3 clusters Score -8832512 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -8832523.000000 Penalty: 5342.971680
	Iteration 55Q: 3 clusters Score -8832523 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -8832556.000000 Penalty: 5342.971680
	Iteration 56Q: 3 clusters Score -8832556 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -8832595.000000 Penalty: 5342.971680
	Iteration 57Q: 3 clusters Score -8832595 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -8832652.000000 Penalty: 5342.971680
	Iteration 58Q: 3 clusters Score -8832652 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -8832667.000000 Penalty: 5342.971680
	Iteration 59Q: 3 clusters Score -8832667 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -8832687.000000 Penalty: 5342.971680
	Iteration 60F: 3 clusters Score -8832687 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -8832708.000000 Penalty: 5342.971680
	Iteration 61Q: 3 clusters Score -8832708 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -8832723.000000 Penalty: 5342.971680
	Iteration 62Q: 3 clusters Score -8832723 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -8832755.000000 Penalty: 5342.971680
	Iteration 63Q: 3 clusters Score -8832755 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -8832772.000000 Penalty: 5342.971680
	Iteration 64Q: 3 clusters Score -8832772 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -8832780.000000 Penalty: 5342.971680
	Iteration 65Q: 3 clusters Score -8832780 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -8832784.000000 Penalty: 5342.971680
	Iteration 66Q: 3 clusters Score -8832784 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -8832814.000000 Penalty: 5342.971680
	Iteration 67Q: 3 clusters Score -8832814 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -8832818.000000 Penalty: 5342.971680
	Iteration 68Q: 3 clusters Score -8832818 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -8832838.000000 Penalty: 5342.971680
	Iteration 69Q: 3 clusters Score -8832838 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -8832841.000000 Penalty: 5342.971680
	Iteration 70Q: 3 clusters Score -8832841 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -8832856.000000 Penalty: 5342.971680
	Iteration 71Q: 3 clusters Score -8832856 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -8832866.000000 Penalty: 5342.971680
	Iteration 72Q: 3 clusters Score -8832866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -8832859.000000 Penalty: 5342.971680
	Iteration 73Q: 3 clusters Score -8832859 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -8832885.000000 Penalty: 5342.971680
	Iteration 74Q: 3 clusters Score -8832885 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -8832887.000000 Penalty: 5342.971680
	Iteration 75Q: 3 clusters Score -8832887 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -8832893.000000 Penalty: 5342.971680
	Iteration 76Q: 3 clusters Score -8832893 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -8832911.000000 Penalty: 5342.971680
	Iteration 77Q: 3 clusters Score -8832911 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8832918 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -8832916.000000 Penalty: 5342.971680
	Iteration 79Q: 3 clusters Score -8832916 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -8832926.000000 Penalty: 5342.971680
	Iteration 80F: 3 clusters Score -8832926 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -8832937.000000 Penalty: 5342.971680
	Iteration 81Q: 3 clusters Score -8832937 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -8832949.000000 Penalty: 5342.971680
	Iteration 82Q: 3 clusters Score -8832949 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -8832950.000000 Penalty: 5342.971680
	Iteration 83Q: 3 clusters Score -8832950 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -8832952.000000 Penalty: 5342.971680
	Iteration 84Q: 3 clusters Score -8832952 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -8832948.000000 Penalty: 5342.971680
	Iteration 85Q: 3 clusters Score -8832948 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8832952 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8832951 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8832956.000000 Penalty: 5342.971680
	Iteration 88Q: 3 clusters Score -8832956 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42645 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8832955 nChanged 21
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Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8832958 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -8832974.000000 Penalty: 5342.971680
	Iteration 91Q: 3 clusters Score -8832974 nChanged 14
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Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -8832976.000000 Penalty: 5342.971680
	Iteration 92Q: 3 clusters Score -8832976 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -8832981.000000 Penalty: 5342.971680
	Iteration 93Q: 3 clusters Score -8832981 nChanged 23
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Mstep: Class 1 contains 42734 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8832985 nChanged 17
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Mstep: Class 1 contains 42751 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8832990 nChanged 10
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Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -8832987.000000 Penalty: 5342.971680
	Iteration 96Q: 3 clusters Score -8832987 nChanged 9
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Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -8832989.000000 Penalty: 5342.971680
	Iteration 97Q: 3 clusters Score -8832989 nChanged 7
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Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -8832991.000000 Penalty: 5342.971680
	Iteration 98Q: 3 clusters Score -8832991 nChanged 7
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Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8832991 nChanged 5
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Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8832992 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8832992 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8832991 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8832997 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42818 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8832996 nChanged 14
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Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -8833002.000000 Penalty: 5342.971680
	Iteration 105Q: 3 clusters Score -8833002 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8833006 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8833002 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -8833008.000000 Penalty: 5342.971680
	Iteration 108Q: 3 clusters Score -8833008 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -8833003.000000 Penalty: 5342.971680
	Iteration 109Q: 3 clusters Score -8833003 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -8833023.000000 Penalty: 5342.971680
	Iteration 110Q: 3 clusters Score -8833023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -8833021.000000 Penalty: 5342.971680
	Iteration 111Q: 3 clusters Score -8833021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -8833026.000000 Penalty: 5342.971680
	Iteration 112Q: 3 clusters Score -8833026 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8833027.000000 Penalty: 5342.971680
	Iteration 113Q: 3 clusters Score -8833027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -8833038.000000 Penalty: 5342.971680
	Iteration 114Q: 3 clusters Score -8833038 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -8833033.000000 Penalty: 5342.971680
	Iteration 115Q: 3 clusters Score -8833033 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -8833058.000000 Penalty: 5342.971680
	Iteration 116Q: 3 clusters Score -8833058 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -8833049.000000 Penalty: 5342.971680
	Iteration 117Q: 3 clusters Score -8833049 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -8833055.000000 Penalty: 5342.971680
	Iteration 118Q: 3 clusters Score -8833055 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -8833059.000000 Penalty: 5342.971680
	Iteration 119Q: 3 clusters Score -8833059 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -8833071.000000 Penalty: 5342.971680
	Iteration 120F: 3 clusters Score -8833071 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -8833076.000000 Penalty: 5342.971680
	Iteration 121Q: 3 clusters Score -8833076 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -8833077.000000 Penalty: 5342.971680
	Iteration 122Q: 3 clusters Score -8833077 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8833077 nChanged 29
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Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -8833085.000000 Penalty: 5342.971680
	Iteration 124Q: 3 clusters Score -8833085 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -8833095.000000 Penalty: 5342.971680
	Iteration 125Q: 3 clusters Score -8833095 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -8833108.000000 Penalty: 5342.971680
	Iteration 126Q: 3 clusters Score -8833108 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8833107 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8833100.000000 Penalty: 5342.971680
	Iteration 128Q: 3 clusters Score -8833100 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -8833117.000000 Penalty: 5342.971680
	Iteration 129Q: 3 clusters Score -8833117 nChanged 28
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Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -8833115.000000 Penalty: 5342.971680
	Iteration 130Q: 3 clusters Score -8833115 nChanged 27
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Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -8833105.000000 Penalty: 5342.971680
	Iteration 131Q: 3 clusters Score -8833105 nChanged 24
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Mstep: Class 1 contains 43400 members 
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Entering Unmasked Estep 
Score: -8833102.000000 Penalty: 5342.971680
	Iteration 132Q: 3 clusters Score -8833102 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43420 members 
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Entering Unmasked Estep 
Score: -8833104.000000 Penalty: 5342.971680
	Iteration 133Q: 3 clusters Score -8833104 nChanged 23
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Mstep: Class 1 contains 43443 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8833116 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8833114 nChanged 18
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Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -8833121.000000 Penalty: 5342.971680
	Iteration 136Q: 3 clusters Score -8833121 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8833119 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43515 members 
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Entering Unmasked Estep 
Score: -8833129.000000 Penalty: 5342.971680
	Iteration 138Q: 3 clusters Score -8833129 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43530 members 
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Entering Unmasked Estep 
Score: -8833149.000000 Penalty: 5342.971680
	Iteration 139Q: 3 clusters Score -8833149 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43552 members 
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Entering Unmasked Estep 
Score: -8833146.000000 Penalty: 5342.971680
	Iteration 140F: 3 clusters Score -8833146 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43567 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8833149 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8833137.000000 Penalty: 5342.971680
	Iteration 142Q: 3 clusters Score -8833137 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43608 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8833137 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43626 members 
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Entering Unmasked Estep 
Score: -8833153.000000 Penalty: 5342.971680
	Iteration 144Q: 3 clusters Score -8833153 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43647 members 
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Entering Unmasked Estep 
Score: -8833158.000000 Penalty: 5342.971680
	Iteration 145Q: 3 clusters Score -8833158 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43660 members 
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Entering Unmasked Estep 
Score: -8833168.000000 Penalty: 5342.971680
	Iteration 146Q: 3 clusters Score -8833168 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43666 members 
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Entering Unmasked Estep 
Score: -8833164.000000 Penalty: 5342.971680
	Iteration 147Q: 3 clusters Score -8833164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -8833175.000000 Penalty: 5342.971680
	Iteration 148Q: 3 clusters Score -8833175 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -8833185.000000 Penalty: 5342.971680
	Iteration 149Q: 3 clusters Score -8833185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -8833191.000000 Penalty: 5342.971680
	Iteration 150Q: 3 clusters Score -8833191 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8833196.000000 Penalty: 5342.971680
	Iteration 151Q: 3 clusters Score -8833196 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -8833191.000000 Penalty: 5342.971680
	Iteration 152Q: 3 clusters Score -8833191 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43734 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8833190 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43754 members 
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Entering Unmasked Estep 
Score: -8833184.000000 Penalty: 5342.971680
	Iteration 154Q: 3 clusters Score -8833184 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8833198.000000 Penalty: 5342.971680
	Iteration 155Q: 3 clusters Score -8833198 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8833194.000000 Penalty: 5342.971680
	Iteration 156Q: 3 clusters Score -8833194 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -8833197.000000 Penalty: 5342.971680
	Iteration 157Q: 3 clusters Score -8833197 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8833205.000000 Penalty: 5342.971680
	Iteration 158Q: 3 clusters Score -8833205 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43804 members 
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Entering Unmasked Estep 
Score: -8833201.000000 Penalty: 5342.971680
	Iteration 159Q: 3 clusters Score -8833201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -8833207.000000 Penalty: 5342.971680
	Iteration 160F: 3 clusters Score -8833207 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43822 members 
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Entering Unmasked Estep 
Score: -8833224.000000 Penalty: 5342.971680
	Iteration 161Q: 3 clusters Score -8833224 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43831 members 
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Entering Unmasked Estep 
Score: -8833219.000000 Penalty: 5342.971680
	Iteration 162Q: 3 clusters Score -8833219 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43838 members 
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Entering Unmasked Estep 
Score: -8833223.000000 Penalty: 5342.971680
	Iteration 163Q: 3 clusters Score -8833223 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43845 members 
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Entering Unmasked Estep 
Score: -8833225.000000 Penalty: 5342.971680
	Iteration 164Q: 3 clusters Score -8833225 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43851 members 
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Entering Unmasked Estep 
Score: -8833233.000000 Penalty: 5342.971680
	Iteration 165Q: 3 clusters Score -8833233 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43858 members 
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Entering Unmasked Estep 
Score: -8833236.000000 Penalty: 5342.971680
	Iteration 166Q: 3 clusters Score -8833236 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -8833242.000000 Penalty: 5342.971680
	Iteration 167Q: 3 clusters Score -8833242 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8833246 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8833237.000000 Penalty: 5342.971680
	Iteration 169Q: 3 clusters Score -8833237 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -8833234.000000 Penalty: 5342.971680
	Iteration 170Q: 3 clusters Score -8833234 nChanged 5
Entering Unmasked Mstep 
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	Iteration 171Q: 3 clusters Score -8833236 nChanged 10
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Entering Unmasked Estep 
Score: -8833235.000000 Penalty: 5342.971680
	Iteration 172Q: 3 clusters Score -8833235 nChanged 10
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	Iteration 173Q: 3 clusters Score -8833234 nChanged 7
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8833242 nChanged 15
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Entering Unmasked Estep 
Score: -8833227.000000 Penalty: 5342.971680
	Iteration 175Q: 3 clusters Score -8833227 nChanged 14
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Entering Unmasked Estep 
Score: -8833230.000000 Penalty: 5342.971680
	Iteration 176Q: 3 clusters Score -8833230 nChanged 11
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	Iteration 177Q: 3 clusters Score -8833225 nChanged 11
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	Iteration 178Q: 3 clusters Score -8833236 nChanged 11
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Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -8833229.000000 Penalty: 5342.971680
	Iteration 179Q: 3 clusters Score -8833229 nChanged 9
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Score: -8833238.000000 Penalty: 5342.971680
	Iteration 180F: 3 clusters Score -8833238 nChanged 10
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	Iteration 181Q: 3 clusters Score -8833248 nChanged 10
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Mstep: Class 2 contains 3680 members 
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	Iteration 182Q: 3 clusters Score -8833248 nChanged 8
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	Iteration 183Q: 3 clusters Score -8833246 nChanged 11
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	Iteration 184Q: 3 clusters Score -8833261 nChanged 9
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	Iteration 185Q: 3 clusters Score -8833266 nChanged 8
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	Iteration 186Q: 3 clusters Score -8833264 nChanged 2
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	Iteration 187Q: 3 clusters Score -8833276 nChanged 4
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	Iteration 188Q: 3 clusters Score -8833266 nChanged 5
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	Iteration 189Q: 3 clusters Score -8833265 nChanged 3
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	Iteration 190Q: 3 clusters Score -8833267 nChanged 3
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	Iteration 191Q: 3 clusters Score -8833275 nChanged 5
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	Iteration 192Q: 3 clusters Score -8833275 nChanged 9
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	Iteration 193Q: 3 clusters Score -8833279 nChanged 7
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	Iteration 194Q: 3 clusters Score -8833274 nChanged 10
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	Iteration 195Q: 3 clusters Score -8833258 nChanged 8
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	Iteration 196Q: 3 clusters Score -8833268 nChanged 5
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	Iteration 197Q: 3 clusters Score -8833274 nChanged 7
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	Iteration 198Q: 3 clusters Score -8833269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -8833275.000000 Penalty: 5342.971680
	Iteration 199Q: 3 clusters Score -8833275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -8833276.000000 Penalty: 5342.971680
	Iteration 200F: 3 clusters Score -8833276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8833279.000000 Penalty: 5342.971680
	Iteration 201Q: 3 clusters Score -8833279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -8833272.000000 Penalty: 5342.971680
	Iteration 202Q: 3 clusters Score -8833272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -8833268.000000 Penalty: 5342.971680
	Iteration 203Q: 3 clusters Score -8833268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -8833274.000000 Penalty: 5342.971680
	Iteration 204Q: 3 clusters Score -8833274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -8833274.000000 Penalty: 5342.971680
	Iteration 205Q: 3 clusters Score -8833274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -8833271.000000 Penalty: 5342.971680
	Iteration 206Q: 3 clusters Score -8833271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -8833271.000000 Penalty: 5342.971680
	Iteration 207F: 3 clusters Score -8833271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Entering Unmasked Estep 
Score: -9335918.000000 Penalty: 2683.002441
	Iteration 0F: 2 clusters Score -9335918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -9304501.000000 Penalty: 5366.004883
	Iteration 0F: 3 clusters Score -9304501 nChanged 23031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -9317513.000000 Penalty: 5366.004883
	Iteration 1F: 3 clusters Score -9317513 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -9318297.000000 Penalty: 5366.004883
	Iteration 2Q: 3 clusters Score -9318297 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -9319278.000000 Penalty: 5366.004883
	Iteration 3Q: 3 clusters Score -9319278 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -9320848.000000 Penalty: 5366.004883
	Iteration 4F: 3 clusters Score -9320848 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -9323261.000000 Penalty: 5366.004883
	Iteration 5F: 3 clusters Score -9323261 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -9326822.000000 Penalty: 5366.004883
	Iteration 6F: 3 clusters Score -9326822 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -9330711.000000 Penalty: 5366.004883
	Iteration 7F: 3 clusters Score -9330711 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -9332620.000000 Penalty: 5366.004883
	Iteration 8F: 3 clusters Score -9332620 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -9333267.000000 Penalty: 5366.004883
	Iteration 9Q: 3 clusters Score -9333267 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -9333417.000000 Penalty: 5366.004883
	Iteration 10Q: 3 clusters Score -9333417 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -9333521.000000 Penalty: 5366.004883
	Iteration 11Q: 3 clusters Score -9333521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -9333573.000000 Penalty: 5366.004883
	Iteration 12Q: 3 clusters Score -9333573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -9333581.000000 Penalty: 5366.004883
	Iteration 13Q: 3 clusters Score -9333581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -9333599.000000 Penalty: 5366.004883
	Iteration 14Q: 3 clusters Score -9333599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -9333608.000000 Penalty: 5366.004883
	Iteration 15Q: 3 clusters Score -9333608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -9333618.000000 Penalty: 5366.004883
	Iteration 16Q: 3 clusters Score -9333618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -9333632.000000 Penalty: 5366.004883
	Iteration 17Q: 3 clusters Score -9333632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -9333639.000000 Penalty: 5366.004883
	Iteration 18Q: 3 clusters Score -9333639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -9333642.000000 Penalty: 5366.004883
	Iteration 19Q: 3 clusters Score -9333642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -9333662.000000 Penalty: 5366.004883
	Iteration 20F: 3 clusters Score -9333662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -9333662.000000 Penalty: 5366.004883
	Iteration 21Q: 3 clusters Score -9333662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -9333667.000000 Penalty: 5366.004883
	Iteration 22Q: 3 clusters Score -9333667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -9333670.000000 Penalty: 5366.004883
	Iteration 23Q: 3 clusters Score -9333670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -9333668.000000 Penalty: 5366.004883
	Iteration 24Q: 3 clusters Score -9333668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -9333671.000000 Penalty: 5366.004883
	Iteration 25Q: 3 clusters Score -9333671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -9333677.000000 Penalty: 5366.004883
	Iteration 26Q: 3 clusters Score -9333677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -9333677.000000 Penalty: 5366.004883
	Iteration 27F: 3 clusters Score -9333677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -412056.093750 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -412056.1 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 1198 members 
Entering Unmasked Estep 
Score: -409189.437500 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -409189.4 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -409793.750000 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -409793.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -410013.031250 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -410013 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -410221.625000 Penalty: 3860.892334
	Iteration 3F: 3 clusters Score -410221.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -410433.718750 Penalty: 3860.892334
	Iteration 4F: 3 clusters Score -410433.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -410655.843750 Penalty: 3860.892334
	Iteration 5F: 3 clusters Score -410655.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -410827.343750 Penalty: 3860.892334
	Iteration 6Q: 3 clusters Score -410827.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -410959.781250 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -410959.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -411033.906250 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -411033.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -411089.031250 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -411089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -411143.937500 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -411143.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -411176.093750 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -411176.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -411193.312500 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -411193.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -411206.625000 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -411206.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -411219.218750 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -411219.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -411228.625000 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -411228.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -411231.062500 Penalty: 3860.892334
	Iteration 16Q: 3 clusters Score -411231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -411232.906250 Penalty: 3860.892334
	Iteration 17Q: 3 clusters Score -411232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -411234.562500 Penalty: 3860.892334
	Iteration 18Q: 3 clusters Score -411234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -411234.531250 Penalty: 3860.892334
	Iteration 19Q: 3 clusters Score -411234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -411234.531250 Penalty: 3860.892334
	Iteration 20F: 3 clusters Score -411234.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Entering Unmasked Estep 
Score: -9358528.000000 Penalty: 2684.211182
	Iteration 0F: 2 clusters Score -9358528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -9326793.000000 Penalty: 5368.422363
	Iteration 0F: 3 clusters Score -9326793 nChanged 23258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -9339888.000000 Penalty: 5368.422363
	Iteration 1F: 3 clusters Score -9339888 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -9340632.000000 Penalty: 5368.422363
	Iteration 2Q: 3 clusters Score -9340632 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -9341342.000000 Penalty: 5368.422363
	Iteration 3Q: 3 clusters Score -9341342 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -9342278.000000 Penalty: 5368.422363
	Iteration 4Q: 3 clusters Score -9342278 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -9343771.000000 Penalty: 5368.422363
	Iteration 5F: 3 clusters Score -9343771 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -9345964.000000 Penalty: 5368.422363
	Iteration 6F: 3 clusters Score -9345964 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -9348689.000000 Penalty: 5368.422363
	Iteration 7F: 3 clusters Score -9348689 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -9351855.000000 Penalty: 5368.422363
	Iteration 8F: 3 clusters Score -9351855 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -9354420.000000 Penalty: 5368.422363
	Iteration 9F: 3 clusters Score -9354420 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9355419.000000 Penalty: 5368.422363
	Iteration 10Q: 3 clusters Score -9355419 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9355855.000000 Penalty: 5368.422363
	Iteration 11Q: 3 clusters Score -9355855 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9356021.000000 Penalty: 5368.422363
	Iteration 12Q: 3 clusters Score -9356021 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9356111.000000 Penalty: 5368.422363
	Iteration 13Q: 3 clusters Score -9356111 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9356175.000000 Penalty: 5368.422363
	Iteration 14Q: 3 clusters Score -9356175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9356179.000000 Penalty: 5368.422363
	Iteration 15Q: 3 clusters Score -9356179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9356208.000000 Penalty: 5368.422363
	Iteration 16Q: 3 clusters Score -9356208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9356232.000000 Penalty: 5368.422363
	Iteration 17Q: 3 clusters Score -9356232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9356226.000000 Penalty: 5368.422363
	Iteration 18Q: 3 clusters Score -9356226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9356235.000000 Penalty: 5368.422363
	Iteration 19Q: 3 clusters Score -9356235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9356239.000000 Penalty: 5368.422363
	Iteration 20F: 3 clusters Score -9356239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9356236.000000 Penalty: 5368.422363
	Iteration 21Q: 3 clusters Score -9356236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9356245.000000 Penalty: 5368.422363
	Iteration 22Q: 3 clusters Score -9356245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9356239.000000 Penalty: 5368.422363
	Iteration 23Q: 3 clusters Score -9356239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9356246.000000 Penalty: 5368.422363
	Iteration 24Q: 3 clusters Score -9356246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9356246.000000 Penalty: 5368.422363
	Iteration 25Q: 3 clusters Score -9356246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9356244.000000 Penalty: 5368.422363
	Iteration 26Q: 3 clusters Score -9356244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9356253.000000 Penalty: 5368.422363
	Iteration 27Q: 3 clusters Score -9356253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9356254.000000 Penalty: 5368.422363
	Iteration 28Q: 3 clusters Score -9356254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9356267.000000 Penalty: 5368.422363
	Iteration 29Q: 3 clusters Score -9356267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9356260.000000 Penalty: 5368.422363
	Iteration 30Q: 3 clusters Score -9356260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9356251.000000 Penalty: 5368.422363
	Iteration 31Q: 3 clusters Score -9356251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9356272.000000 Penalty: 5368.422363
	Iteration 32Q: 3 clusters Score -9356272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9356271.000000 Penalty: 5368.422363
	Iteration 33Q: 3 clusters Score -9356271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9356277.000000 Penalty: 5368.422363
	Iteration 34Q: 3 clusters Score -9356277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9356285.000000 Penalty: 5368.422363
	Iteration 35Q: 3 clusters Score -9356285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9356287.000000 Penalty: 5368.422363
	Iteration 36Q: 3 clusters Score -9356287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9356289.000000 Penalty: 5368.422363
	Iteration 37Q: 3 clusters Score -9356289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9356294.000000 Penalty: 5368.422363
	Iteration 38Q: 3 clusters Score -9356294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9356294.000000 Penalty: 5368.422363
	Iteration 39F: 3 clusters Score -9356294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Entering Unmasked Estep 
Score: -5424439.000000 Penalty: 2557.437256
	Iteration 0F: 2 clusters Score -5424439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -5403900.500000 Penalty: 5114.874512
	Iteration 0F: 3 clusters Score -5403900 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -5411375.500000 Penalty: 5114.874512
	Iteration 1F: 3 clusters Score -5411376 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -5411929.000000 Penalty: 5114.874512
	Iteration 2F: 3 clusters Score -5411929 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -5412477.500000 Penalty: 5114.874512
	Iteration 3Q: 3 clusters Score -5412478 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -5412989.500000 Penalty: 5114.874512
	Iteration 4Q: 3 clusters Score -5412990 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -5413507.500000 Penalty: 5114.874512
	Iteration 5Q: 3 clusters Score -5413508 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -5413986.500000 Penalty: 5114.874512
	Iteration 6Q: 3 clusters Score -5413986 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -5414468.500000 Penalty: 5114.874512
	Iteration 7Q: 3 clusters Score -5414468 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -5414995.500000 Penalty: 5114.874512
	Iteration 8Q: 3 clusters Score -5414996 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -5415632.000000 Penalty: 5114.874512
	Iteration 9Q: 3 clusters Score -5415632 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -5416425.000000 Penalty: 5114.874512
	Iteration 10Q: 3 clusters Score -5416425 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -5417322.500000 Penalty: 5114.874512
	Iteration 11Q: 3 clusters Score -5417322 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -5418355.000000 Penalty: 5114.874512
	Iteration 12F: 3 clusters Score -5418355 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -5419395.500000 Penalty: 5114.874512
	Iteration 13Q: 3 clusters Score -5419396 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -5420310.000000 Penalty: 5114.874512
	Iteration 14Q: 3 clusters Score -5420310 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -5421082.500000 Penalty: 5114.874512
	Iteration 15Q: 3 clusters Score -5421082 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -5421709.000000 Penalty: 5114.874512
	Iteration 16Q: 3 clusters Score -5421709 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -5422126.500000 Penalty: 5114.874512
	Iteration 17Q: 3 clusters Score -5422126 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -5422319.500000 Penalty: 5114.874512
	Iteration 18Q: 3 clusters Score -5422320 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -5422388.500000 Penalty: 5114.874512
	Iteration 19Q: 3 clusters Score -5422388 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -5422437.000000 Penalty: 5114.874512
	Iteration 20F: 3 clusters Score -5422437 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -5422460.000000 Penalty: 5114.874512
	Iteration 21Q: 3 clusters Score -5422460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -5422476.500000 Penalty: 5114.874512
	Iteration 22Q: 3 clusters Score -5422476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -5422483.000000 Penalty: 5114.874512
	Iteration 23Q: 3 clusters Score -5422483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -5422487.500000 Penalty: 5114.874512
	Iteration 24Q: 3 clusters Score -5422488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -5422491.500000 Penalty: 5114.874512
	Iteration 25Q: 3 clusters Score -5422492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -5422492.500000 Penalty: 5114.874512
	Iteration 26Q: 3 clusters Score -5422492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5422498.000000 Penalty: 5114.874512
	Iteration 27Q: 3 clusters Score -5422498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -5422509.500000 Penalty: 5114.874512
	Iteration 28Q: 3 clusters Score -5422510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -5422510.000000 Penalty: 5114.874512
	Iteration 29Q: 3 clusters Score -5422510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -5422506.500000 Penalty: 5114.874512
	Iteration 30Q: 3 clusters Score -5422506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -5422502.500000 Penalty: 5114.874512
	Iteration 31Q: 3 clusters Score -5422502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -5422504.500000 Penalty: 5114.874512
	Iteration 32Q: 3 clusters Score -5422504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -5422515.500000 Penalty: 5114.874512
	Iteration 33Q: 3 clusters Score -5422516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -5422525.000000 Penalty: 5114.874512
	Iteration 34Q: 3 clusters Score -5422525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5422518.000000 Penalty: 5114.874512
	Iteration 35Q: 3 clusters Score -5422518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5422530.000000 Penalty: 5114.874512
	Iteration 36Q: 3 clusters Score -5422530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -5422523.000000 Penalty: 5114.874512
	Iteration 37Q: 3 clusters Score -5422523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -5422522.000000 Penalty: 5114.874512
	Iteration 38Q: 3 clusters Score -5422522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -5422517.500000 Penalty: 5114.874512
	Iteration 39Q: 3 clusters Score -5422518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -5422520.500000 Penalty: 5114.874512
	Iteration 40F: 3 clusters Score -5422520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -5422527.500000 Penalty: 5114.874512
	Iteration 41Q: 3 clusters Score -5422528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -5422527.500000 Penalty: 5114.874512
	Iteration 42F: 3 clusters Score -5422528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -180371.031250 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -180371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -178401.125000 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -178401.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -178943.562500 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -178943.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -179270.734375 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -179270.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -179517.437500 Penalty: 3497.290771
	Iteration 3F: 3 clusters Score -179517.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -179731.203125 Penalty: 3497.290771
	Iteration 4F: 3 clusters Score -179731.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -179840.109375 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -179840.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -179896.734375 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -179896.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -179932.437500 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -179932.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179963.500000 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -179963.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -179984.687500 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -179984.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -179998.375000 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -179998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -180004.296875 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -180004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -180012.593750 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -180012.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -180018.906250 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -180018.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -180024.718750 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -180024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -180026.515625 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -180026.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -180030.937500 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -180030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -180032.437500 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -180032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -180033.203125 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -180033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -180034.515625 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -180034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -180036.281250 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -180036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -180039.203125 Penalty: 3497.290771
	Iteration 21Q: 3 clusters Score -180039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -180039.953125 Penalty: 3497.290771
	Iteration 22Q: 3 clusters Score -180040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -180041.078125 Penalty: 3497.290771
	Iteration 23Q: 3 clusters Score -180041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -180042.593750 Penalty: 3497.290771
	Iteration 24Q: 3 clusters Score -180042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -180044.578125 Penalty: 3497.290771
	Iteration 25Q: 3 clusters Score -180044.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -180053.718750 Penalty: 3497.290771
	Iteration 26Q: 3 clusters Score -180053.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -180059.718750 Penalty: 3497.290771
	Iteration 27Q: 3 clusters Score -180059.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -180064.796875 Penalty: 3497.290771
	Iteration 28Q: 3 clusters Score -180064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -180073.281250 Penalty: 3497.290771
	Iteration 29Q: 3 clusters Score -180073.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -180087.796875 Penalty: 3497.290771
	Iteration 30Q: 3 clusters Score -180087.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -180120.203125 Penalty: 3497.290771
	Iteration 31Q: 3 clusters Score -180120.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -180161.687500 Penalty: 3497.290771
	Iteration 32Q: 3 clusters Score -180161.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -180204.750000 Penalty: 3497.290771
	Iteration 33Q: 3 clusters Score -180204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -180243.765625 Penalty: 3497.290771
	Iteration 34Q: 3 clusters Score -180243.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -180286.125000 Penalty: 3497.290771
	Iteration 35Q: 3 clusters Score -180286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -180311.281250 Penalty: 3497.290771
	Iteration 36Q: 3 clusters Score -180311.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -180342.484375 Penalty: 3497.290771
	Iteration 37Q: 3 clusters Score -180342.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -180369.203125 Penalty: 3497.290771
	Iteration 38Q: 3 clusters Score -180369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -180386.828125 Penalty: 3497.290771
	Iteration 39Q: 3 clusters Score -180386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -180395.000000 Penalty: 3497.290771
	Iteration 40F: 3 clusters Score -180395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -180415.187500 Penalty: 3497.290771
	Iteration 41Q: 3 clusters Score -180415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -180422.546875 Penalty: 3497.290771
	Iteration 42Q: 3 clusters Score -180422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -180426.671875 Penalty: 3497.290771
	Iteration 43Q: 3 clusters Score -180426.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -180431.671875 Penalty: 3497.290771
	Iteration 44Q: 3 clusters Score -180431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -180433.937500 Penalty: 3497.290771
	Iteration 45Q: 3 clusters Score -180433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -180433.937500 Penalty: 3497.290771
	Iteration 46F: 3 clusters Score -180433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 47875 members 
Mstep: Class 3 contains 47673 members 
Mstep: Class 4 contains 49939 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 50183 members 
Mstep: Class 7 contains 30099 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 51780 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 44554 members 
Mstep: Class 12 contains 48857 members 
Mstep: Class 13 contains 48370 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47293 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 41052 members 
Mstep: Class 22 contains 51229 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 368 members 
Entering Unmasked Estep 
Score: -110156000.000000 Penalty: 82516.046875
Splitting cluster 8 changes total score from -110157296.000000 to -110156000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (51780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Entering Unmasked Estep 
Score: -9524275.000000 Penalty: 2691.980225
	Iteration 0F: 2 clusters Score -9524275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -9490587.000000 Penalty: 5383.960449
	Iteration 0F: 3 clusters Score -9490587 nChanged 23951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -9503940.000000 Penalty: 5383.960449
	Iteration 1F: 3 clusters Score -9503940 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -9504277.000000 Penalty: 5383.960449
	Iteration 2Q: 3 clusters Score -9504277 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -9504573.000000 Penalty: 5383.960449
	Iteration 3Q: 3 clusters Score -9504573 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -9504908.000000 Penalty: 5383.960449
	Iteration 4Q: 3 clusters Score -9504908 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -9505137.000000 Penalty: 5383.960449
	Iteration 5Q: 3 clusters Score -9505137 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -9505361.000000 Penalty: 5383.960449
	Iteration 6Q: 3 clusters Score -9505361 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -9505721.000000 Penalty: 5383.960449
	Iteration 7Q: 3 clusters Score -9505721 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -9506116.000000 Penalty: 5383.960449
	Iteration 8Q: 3 clusters Score -9506116 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -9506630.000000 Penalty: 5383.960449
	Iteration 9Q: 3 clusters Score -9506630 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -9507664.000000 Penalty: 5383.960449
	Iteration 10Q: 3 clusters Score -9507664 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -9509217.000000 Penalty: 5383.960449
	Iteration 11F: 3 clusters Score -9509217 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -9511575.000000 Penalty: 5383.960449
	Iteration 12F: 3 clusters Score -9511575 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -9514400.000000 Penalty: 5383.960449
	Iteration 13F: 3 clusters Score -9514400 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -9517314.000000 Penalty: 5383.960449
	Iteration 14F: 3 clusters Score -9517314 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -9519701.000000 Penalty: 5383.960449
	Iteration 15Q: 3 clusters Score -9519701 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -9521029.000000 Penalty: 5383.960449
	Iteration 16Q: 3 clusters Score -9521029 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -9521809.000000 Penalty: 5383.960449
	Iteration 17Q: 3 clusters Score -9521809 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -9522288.000000 Penalty: 5383.960449
	Iteration 18Q: 3 clusters Score -9522288 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -9522605.000000 Penalty: 5383.960449
	Iteration 19Q: 3 clusters Score -9522605 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -9522815.000000 Penalty: 5383.960449
	Iteration 20F: 3 clusters Score -9522815 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -9522965.000000 Penalty: 5383.960449
	Iteration 21Q: 3 clusters Score -9522965 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -9523078.000000 Penalty: 5383.960449
	Iteration 22Q: 3 clusters Score -9523078 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -9523132.000000 Penalty: 5383.960449
	Iteration 23Q: 3 clusters Score -9523132 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -9523170.000000 Penalty: 5383.960449
	Iteration 24Q: 3 clusters Score -9523170 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -9523241.000000 Penalty: 5383.960449
	Iteration 25Q: 3 clusters Score -9523241 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -9523248.000000 Penalty: 5383.960449
	Iteration 26Q: 3 clusters Score -9523248 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -9523266.000000 Penalty: 5383.960449
	Iteration 27Q: 3 clusters Score -9523266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -9523277.000000 Penalty: 5383.960449
	Iteration 28Q: 3 clusters Score -9523277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -9523295.000000 Penalty: 5383.960449
	Iteration 29Q: 3 clusters Score -9523295 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -9523293.000000 Penalty: 5383.960449
	Iteration 30Q: 3 clusters Score -9523293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -9523311.000000 Penalty: 5383.960449
	Iteration 31Q: 3 clusters Score -9523311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -9523311.000000 Penalty: 5383.960449
	Iteration 32Q: 3 clusters Score -9523311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -9523319.000000 Penalty: 5383.960449
	Iteration 33Q: 3 clusters Score -9523319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -9523326.000000 Penalty: 5383.960449
	Iteration 34Q: 3 clusters Score -9523326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -9523323.000000 Penalty: 5383.960449
	Iteration 35Q: 3 clusters Score -9523323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -9523323.000000 Penalty: 5383.960449
	Iteration 36Q: 3 clusters Score -9523323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -9523319.000000 Penalty: 5383.960449
	Iteration 37Q: 3 clusters Score -9523319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -9523332.000000 Penalty: 5383.960449
	Iteration 38Q: 3 clusters Score -9523332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -9523330.000000 Penalty: 5383.960449
	Iteration 39Q: 3 clusters Score -9523330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -9523324.000000 Penalty: 5383.960449
	Iteration 40F: 3 clusters Score -9523324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -9523328.000000 Penalty: 5383.960449
	Iteration 41Q: 3 clusters Score -9523328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -9523330.000000 Penalty: 5383.960449
	Iteration 42Q: 3 clusters Score -9523330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -9523322.000000 Penalty: 5383.960449
	Iteration 43Q: 3 clusters Score -9523322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -9523311.000000 Penalty: 5383.960449
	Iteration 44Q: 3 clusters Score -9523311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -9523311.000000 Penalty: 5383.960449
	Iteration 45F: 3 clusters Score -9523311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Entering Unmasked Estep 
Score: -1141163.750000 Penalty: 2163.603271
	Iteration 0F: 2 clusters Score -1141164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1135902.125000 Penalty: 4327.206543
	Iteration 0F: 3 clusters Score -1135902 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1137230.625000 Penalty: 4327.206543
	Iteration 1F: 3 clusters Score -1137231 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1137485.375000 Penalty: 4327.206543
	Iteration 2F: 3 clusters Score -1137485 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1137655.375000 Penalty: 4327.206543
	Iteration 3Q: 3 clusters Score -1137655 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1137798.750000 Penalty: 4327.206543
	Iteration 4Q: 3 clusters Score -1137799 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1137965.625000 Penalty: 4327.206543
	Iteration 5Q: 3 clusters Score -1137966 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1138140.500000 Penalty: 4327.206543
	Iteration 6Q: 3 clusters Score -1138140 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1138355.250000 Penalty: 4327.206543
	Iteration 7Q: 3 clusters Score -1138355 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1138571.875000 Penalty: 4327.206543
	Iteration 8Q: 3 clusters Score -1138572 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1138787.250000 Penalty: 4327.206543
	Iteration 9Q: 3 clusters Score -1138787 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1139012.000000 Penalty: 4327.206543
	Iteration 10Q: 3 clusters Score -1139012 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1139220.875000 Penalty: 4327.206543
	Iteration 11Q: 3 clusters Score -1139221 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1139383.750000 Penalty: 4327.206543
	Iteration 12Q: 3 clusters Score -1139384 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1139517.250000 Penalty: 4327.206543
	Iteration 13Q: 3 clusters Score -1139517 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1139597.750000 Penalty: 4327.206543
	Iteration 14Q: 3 clusters Score -1139598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1139678.250000 Penalty: 4327.206543
	Iteration 15Q: 3 clusters Score -1139678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1139750.375000 Penalty: 4327.206543
	Iteration 16Q: 3 clusters Score -1139750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1139800.875000 Penalty: 4327.206543
	Iteration 17Q: 3 clusters Score -1139801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1139827.375000 Penalty: 4327.206543
	Iteration 18Q: 3 clusters Score -1139827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1139841.750000 Penalty: 4327.206543
	Iteration 19Q: 3 clusters Score -1139842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1139849.250000 Penalty: 4327.206543
	Iteration 20F: 3 clusters Score -1139849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1139852.125000 Penalty: 4327.206543
	Iteration 21Q: 3 clusters Score -1139852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1139855.000000 Penalty: 4327.206543
	Iteration 22Q: 3 clusters Score -1139855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1139858.500000 Penalty: 4327.206543
	Iteration 23Q: 3 clusters Score -1139858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1139860.375000 Penalty: 4327.206543
	Iteration 24Q: 3 clusters Score -1139860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1139860.375000 Penalty: 4327.206543
	Iteration 25Q: 3 clusters Score -1139860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1139860.250000 Penalty: 4327.206543
	Iteration 26Q: 3 clusters Score -1139860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1139862.125000 Penalty: 4327.206543
	Iteration 27Q: 3 clusters Score -1139862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1139863.875000 Penalty: 4327.206543
	Iteration 28Q: 3 clusters Score -1139864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1139864.500000 Penalty: 4327.206543
	Iteration 29Q: 3 clusters Score -1139864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1139864.500000 Penalty: 4327.206543
	Iteration 30F: 3 clusters Score -1139864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Entering Unmasked Estep 
Score: -8291622.000000 Penalty: 2654.705322
	Iteration 0F: 2 clusters Score -8291622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
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	Iteration 60F: 3 clusters Score -8290552 nChanged 30
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	Iteration 61Q: 3 clusters Score -8290540 nChanged 24
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	Iteration 63Q: 3 clusters Score -8290555 nChanged 31
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	Iteration 66Q: 3 clusters Score -8290543 nChanged 21
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	Iteration 67Q: 3 clusters Score -8290546 nChanged 20
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	Iteration 69Q: 3 clusters Score -8290540 nChanged 7
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	Iteration 71Q: 3 clusters Score -8290544 nChanged 9
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	Iteration 72Q: 3 clusters Score -8290536 nChanged 9
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	Iteration 73Q: 3 clusters Score -8290533 nChanged 13
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	Iteration 74Q: 3 clusters Score -8290536 nChanged 10
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	Iteration 75Q: 3 clusters Score -8290522 nChanged 14
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	Iteration 76Q: 3 clusters Score -8290532 nChanged 11
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	Iteration 77Q: 3 clusters Score -8290541 nChanged 11
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	Iteration 79Q: 3 clusters Score -8290532 nChanged 20
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	Iteration 80F: 3 clusters Score -8290532 nChanged 20
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	Iteration 81Q: 3 clusters Score -8290531 nChanged 19
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	Iteration 83Q: 3 clusters Score -8290536 nChanged 13
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	Iteration 84Q: 3 clusters Score -8290534 nChanged 18
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	Iteration 85Q: 3 clusters Score -8290544 nChanged 14
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	Iteration 86Q: 3 clusters Score -8290544 nChanged 8
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	Iteration 87Q: 3 clusters Score -8290541 nChanged 9
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	Iteration 88Q: 3 clusters Score -8290546 nChanged 9
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	Iteration 89Q: 3 clusters Score -8290554 nChanged 6
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	Iteration 90Q: 3 clusters Score -8290552 nChanged 4
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	Iteration 91Q: 3 clusters Score -8290550 nChanged 5
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Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8290558.000000 Penalty: 5309.410645
	Iteration 92Q: 3 clusters Score -8290558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8290550.500000 Penalty: 5309.410645
	Iteration 93Q: 3 clusters Score -8290550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8290550.500000 Penalty: 5309.410645
	Iteration 94F: 3 clusters Score -8290550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Entering Unmasked Estep 
Score: -9142730.000000 Penalty: 2677.569824
	Iteration 0F: 2 clusters Score -9142730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -9111964.000000 Penalty: 5355.139648
	Iteration 0F: 3 clusters Score -9111964 nChanged 22554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -9124398.000000 Penalty: 5355.139648
	Iteration 1F: 3 clusters Score -9124398 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -9124780.000000 Penalty: 5355.139648
	Iteration 2Q: 3 clusters Score -9124780 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -9125107.000000 Penalty: 5355.139648
	Iteration 3Q: 3 clusters Score -9125107 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -9125402.000000 Penalty: 5355.139648
	Iteration 4Q: 3 clusters Score -9125402 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -9125598.000000 Penalty: 5355.139648
	Iteration 5Q: 3 clusters Score -9125598 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -9125867.000000 Penalty: 5355.139648
	Iteration 6Q: 3 clusters Score -9125867 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -9126102.000000 Penalty: 5355.139648
	Iteration 7Q: 3 clusters Score -9126102 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -9126409.000000 Penalty: 5355.139648
	Iteration 8Q: 3 clusters Score -9126409 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -9126876.000000 Penalty: 5355.139648
	Iteration 9Q: 3 clusters Score -9126876 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -9127531.000000 Penalty: 5355.139648
	Iteration 10Q: 3 clusters Score -9127531 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -9128377.000000 Penalty: 5355.139648
	Iteration 11Q: 3 clusters Score -9128377 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -9129785.000000 Penalty: 5355.139648
	Iteration 12Q: 3 clusters Score -9129785 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -9131841.000000 Penalty: 5355.139648
	Iteration 13F: 3 clusters Score -9131841 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -9134061.000000 Penalty: 5355.139648
	Iteration 14F: 3 clusters Score -9134061 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -9136005.000000 Penalty: 5355.139648
	Iteration 15Q: 3 clusters Score -9136005 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -9137256.000000 Penalty: 5355.139648
	Iteration 16Q: 3 clusters Score -9137256 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -9138071.000000 Penalty: 5355.139648
	Iteration 17Q: 3 clusters Score -9138071 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -9138660.000000 Penalty: 5355.139648
	Iteration 18Q: 3 clusters Score -9138660 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -9139109.000000 Penalty: 5355.139648
	Iteration 19Q: 3 clusters Score -9139109 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -9139385.000000 Penalty: 5355.139648
	Iteration 20F: 3 clusters Score -9139385 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -9139624.000000 Penalty: 5355.139648
	Iteration 21Q: 3 clusters Score -9139624 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -9139763.000000 Penalty: 5355.139648
	Iteration 22Q: 3 clusters Score -9139763 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -9139914.000000 Penalty: 5355.139648
	Iteration 23Q: 3 clusters Score -9139914 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -9140063.000000 Penalty: 5355.139648
	Iteration 24Q: 3 clusters Score -9140063 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -9140248.000000 Penalty: 5355.139648
	Iteration 25Q: 3 clusters Score -9140248 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9140336.000000 Penalty: 5355.139648
	Iteration 26Q: 3 clusters Score -9140336 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9140417.000000 Penalty: 5355.139648
	Iteration 27Q: 3 clusters Score -9140417 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9140523.000000 Penalty: 5355.139648
	Iteration 28Q: 3 clusters Score -9140523 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9140590.000000 Penalty: 5355.139648
	Iteration 29Q: 3 clusters Score -9140590 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9140642.000000 Penalty: 5355.139648
	Iteration 30Q: 3 clusters Score -9140642 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9140707.000000 Penalty: 5355.139648
	Iteration 31Q: 3 clusters Score -9140707 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9140729.000000 Penalty: 5355.139648
	Iteration 32Q: 3 clusters Score -9140729 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9140736.000000 Penalty: 5355.139648
	Iteration 33Q: 3 clusters Score -9140736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9140760.000000 Penalty: 5355.139648
	Iteration 34Q: 3 clusters Score -9140760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9140762.000000 Penalty: 5355.139648
	Iteration 35Q: 3 clusters Score -9140762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9140756.000000 Penalty: 5355.139648
	Iteration 36Q: 3 clusters Score -9140756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9140771.000000 Penalty: 5355.139648
	Iteration 37Q: 3 clusters Score -9140771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9140783.000000 Penalty: 5355.139648
	Iteration 38Q: 3 clusters Score -9140783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9140795.000000 Penalty: 5355.139648
	Iteration 39Q: 3 clusters Score -9140795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9140782.000000 Penalty: 5355.139648
	Iteration 40F: 3 clusters Score -9140782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9140781.000000 Penalty: 5355.139648
	Iteration 41Q: 3 clusters Score -9140781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9140790.000000 Penalty: 5355.139648
	Iteration 42Q: 3 clusters Score -9140790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9140795.000000 Penalty: 5355.139648
	Iteration 43Q: 3 clusters Score -9140795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9140795.000000 Penalty: 5355.139648
	Iteration 44Q: 3 clusters Score -9140795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9140801.000000 Penalty: 5355.139648
	Iteration 45Q: 3 clusters Score -9140801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9140794.000000 Penalty: 5355.139648
	Iteration 46Q: 3 clusters Score -9140794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9140801.000000 Penalty: 5355.139648
	Iteration 47Q: 3 clusters Score -9140801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9140797.000000 Penalty: 5355.139648
	Iteration 48Q: 3 clusters Score -9140797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9140797.000000 Penalty: 5355.139648
	Iteration 49Q: 3 clusters Score -9140797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9140801.000000 Penalty: 5355.139648
	Iteration 50Q: 3 clusters Score -9140801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9140797.000000 Penalty: 5355.139648
	Iteration 51Q: 3 clusters Score -9140797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9140801.000000 Penalty: 5355.139648
	Iteration 52Q: 3 clusters Score -9140801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9140801.000000 Penalty: 5355.139648
	Iteration 53F: 3 clusters Score -9140801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Entering Unmasked Estep 
Score: -9067214.000000 Penalty: 2675.085693
	Iteration 0F: 2 clusters Score -9067214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -9036408.000000 Penalty: 5350.171387
	Iteration 0F: 3 clusters Score -9036408 nChanged 22334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -9048414.000000 Penalty: 5350.171387
	Iteration 1F: 3 clusters Score -9048414 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -9048892.000000 Penalty: 5350.171387
	Iteration 2Q: 3 clusters Score -9048892 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -9049431.000000 Penalty: 5350.171387
	Iteration 3Q: 3 clusters Score -9049431 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -9049922.000000 Penalty: 5350.171387
	Iteration 4Q: 3 clusters Score -9049922 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -9050567.000000 Penalty: 5350.171387
	Iteration 5Q: 3 clusters Score -9050567 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -9051501.000000 Penalty: 5350.171387
	Iteration 6Q: 3 clusters Score -9051501 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -9052938.000000 Penalty: 5350.171387
	Iteration 7F: 3 clusters Score -9052938 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -9054946.000000 Penalty: 5350.171387
	Iteration 8F: 3 clusters Score -9054946 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -9057434.000000 Penalty: 5350.171387
	Iteration 9F: 3 clusters Score -9057434 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -9059986.000000 Penalty: 5350.171387
	Iteration 10F: 3 clusters Score -9059986 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -9062195.000000 Penalty: 5350.171387
	Iteration 11F: 3 clusters Score -9062195 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9063781.000000 Penalty: 5350.171387
	Iteration 12Q: 3 clusters Score -9063781 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9064433.000000 Penalty: 5350.171387
	Iteration 13Q: 3 clusters Score -9064433 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9064689.000000 Penalty: 5350.171387
	Iteration 14Q: 3 clusters Score -9064689 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9064760.000000 Penalty: 5350.171387
	Iteration 15Q: 3 clusters Score -9064760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9064835.000000 Penalty: 5350.171387
	Iteration 16Q: 3 clusters Score -9064835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9064885.000000 Penalty: 5350.171387
	Iteration 17Q: 3 clusters Score -9064885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9064919.000000 Penalty: 5350.171387
	Iteration 18Q: 3 clusters Score -9064919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9064929.000000 Penalty: 5350.171387
	Iteration 19Q: 3 clusters Score -9064929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9064945.000000 Penalty: 5350.171387
	Iteration 20F: 3 clusters Score -9064945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9064957.000000 Penalty: 5350.171387
	Iteration 21Q: 3 clusters Score -9064957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9064965.000000 Penalty: 5350.171387
	Iteration 22Q: 3 clusters Score -9064965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9064965.000000 Penalty: 5350.171387
	Iteration 23Q: 3 clusters Score -9064965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9064961.000000 Penalty: 5350.171387
	Iteration 24Q: 3 clusters Score -9064961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9064953.000000 Penalty: 5350.171387
	Iteration 25Q: 3 clusters Score -9064953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9064955.000000 Penalty: 5350.171387
	Iteration 26Q: 3 clusters Score -9064955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9064955.000000 Penalty: 5350.171387
	Iteration 27F: 3 clusters Score -9064955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -65847.093750 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -65847.09 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 191 members 
Entering Unmasked Estep 
Score: -64470.257812 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -64470.26 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -64672.125000 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -64672.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64850.738281 Penalty: 2969.280273
	Iteration 2F: 3 clusters Score -64850.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -65011.527344 Penalty: 2969.280273
	Iteration 3F: 3 clusters Score -65011.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -65169.593750 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -65169.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -65294.925781 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -65294.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -65330.507812 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -65330.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -65351.667969 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -65351.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65387.066406 Penalty: 2969.280273
	Iteration 8Q: 3 clusters Score -65387.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -65395.347656 Penalty: 2969.280273
	Iteration 9Q: 3 clusters Score -65395.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -65414.574219 Penalty: 2969.280273
	Iteration 10Q: 3 clusters Score -65414.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -65423.628906 Penalty: 2969.280273
	Iteration 11Q: 3 clusters Score -65423.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65426.617188 Penalty: 2969.280273
	Iteration 12Q: 3 clusters Score -65426.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65426.617188 Penalty: 2969.280273
	Iteration 13F: 3 clusters Score -65426.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Entering Unmasked Estep 
Score: -8744158.000000 Penalty: 2669.500977
	Iteration 0F: 2 clusters Score -8744158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -8712626.000000 Penalty: 5339.001953
	Iteration 0F: 3 clusters Score -8712626 nChanged 21822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -8724559.000000 Penalty: 5339.001953
	Iteration 1F: 3 clusters Score -8724559 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -8725366.000000 Penalty: 5339.001953
	Iteration 2Q: 3 clusters Score -8725366 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -8726148.000000 Penalty: 5339.001953
	Iteration 3Q: 3 clusters Score -8726148 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -8727135.000000 Penalty: 5339.001953
	Iteration 4Q: 3 clusters Score -8727135 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -8728296.000000 Penalty: 5339.001953
	Iteration 5Q: 3 clusters Score -8728296 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -8729729.000000 Penalty: 5339.001953
	Iteration 6Q: 3 clusters Score -8729729 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -8731400.000000 Penalty: 5339.001953
	Iteration 7F: 3 clusters Score -8731400 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -8733147.000000 Penalty: 5339.001953
	Iteration 8F: 3 clusters Score -8733147 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -8734793.000000 Penalty: 5339.001953
	Iteration 9F: 3 clusters Score -8734793 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -8736362.000000 Penalty: 5339.001953
	Iteration 10Q: 3 clusters Score -8736362 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -8737813.000000 Penalty: 5339.001953
	Iteration 11Q: 3 clusters Score -8737813 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -8738948.000000 Penalty: 5339.001953
	Iteration 12Q: 3 clusters Score -8738948 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8739846.000000 Penalty: 5339.001953
	Iteration 13Q: 3 clusters Score -8739846 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -8740526.000000 Penalty: 5339.001953
	Iteration 14Q: 3 clusters Score -8740526 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -8741028.000000 Penalty: 5339.001953
	Iteration 15Q: 3 clusters Score -8741028 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8741358.000000 Penalty: 5339.001953
	Iteration 16Q: 3 clusters Score -8741358 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -8741540.000000 Penalty: 5339.001953
	Iteration 17Q: 3 clusters Score -8741540 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -8741611.000000 Penalty: 5339.001953
	Iteration 18Q: 3 clusters Score -8741611 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -8741700.000000 Penalty: 5339.001953
	Iteration 19Q: 3 clusters Score -8741700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -8741753.000000 Penalty: 5339.001953
	Iteration 20F: 3 clusters Score -8741753 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -8741811.000000 Penalty: 5339.001953
	Iteration 21Q: 3 clusters Score -8741811 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -8741854.000000 Penalty: 5339.001953
	Iteration 22Q: 3 clusters Score -8741854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -8741869.000000 Penalty: 5339.001953
	Iteration 23Q: 3 clusters Score -8741869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -8741887.000000 Penalty: 5339.001953
	Iteration 24Q: 3 clusters Score -8741887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -8741916.000000 Penalty: 5339.001953
	Iteration 25Q: 3 clusters Score -8741916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -8741930.000000 Penalty: 5339.001953
	Iteration 26Q: 3 clusters Score -8741930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -8741936.000000 Penalty: 5339.001953
	Iteration 27Q: 3 clusters Score -8741936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -8741950.000000 Penalty: 5339.001953
	Iteration 28Q: 3 clusters Score -8741950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -8741946.000000 Penalty: 5339.001953
	Iteration 29Q: 3 clusters Score -8741946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -8741951.000000 Penalty: 5339.001953
	Iteration 30Q: 3 clusters Score -8741951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -8741961.000000 Penalty: 5339.001953
	Iteration 31Q: 3 clusters Score -8741961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -8741955.000000 Penalty: 5339.001953
	Iteration 32Q: 3 clusters Score -8741955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -8741963.000000 Penalty: 5339.001953
	Iteration 33Q: 3 clusters Score -8741963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -8741966.000000 Penalty: 5339.001953
	Iteration 34Q: 3 clusters Score -8741966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -8741971.000000 Penalty: 5339.001953
	Iteration 35Q: 3 clusters Score -8741971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -8741967.000000 Penalty: 5339.001953
	Iteration 36Q: 3 clusters Score -8741967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -8741972.000000 Penalty: 5339.001953
	Iteration 37Q: 3 clusters Score -8741972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -8741972.000000 Penalty: 5339.001953
	Iteration 38F: 3 clusters Score -8741972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -47368.062500 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -47368.06 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 218 members 
Entering Unmasked Estep 
Score: -46024.726562 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -46024.73 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46361.882812 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -46361.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46516.097656 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -46516.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46672.054688 Penalty: 3032.386475
	Iteration 3F: 3 clusters Score -46672.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46808.789062 Penalty: 3032.386475
	Iteration 4F: 3 clusters Score -46808.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46855.390625 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -46855.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46897.117188 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -46897.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46949.207031 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -46949.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46957.476562 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -46957.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46957.476562 Penalty: 3032.386475
	Iteration 9F: 3 clusters Score -46957.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -19094.111328 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -19094.11 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 127 members 
Entering Unmasked Estep 
Score: -18094.265625 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -18094.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18247.910156 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -18247.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18293.728516 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -18293.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18311.582031 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18311.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18321.980469 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -18321.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18321.980469 Penalty: 2744.561279
	Iteration 5F: 3 clusters Score -18321.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -105359.390625 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -105359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103728.203125 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -103728.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103916.476562 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -103916.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104075.257812 Penalty: 3178.630371
	Iteration 2Q: 3 clusters Score -104075.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -104246.937500 Penalty: 3178.630371
	Iteration 3F: 3 clusters Score -104246.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -104362.039062 Penalty: 3178.630371
	Iteration 4F: 3 clusters Score -104362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -104434.054688 Penalty: 3178.630371
	Iteration 5F: 3 clusters Score -104434.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -104487.140625 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -104487.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -104556.070312 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -104556.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -104615.531250 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -104615.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -104671.789062 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -104671.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -104726.218750 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -104726.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -104776.375000 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -104776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -104816.476562 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -104816.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -104860.250000 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -104860.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -104907.929688 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -104907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -104949.218750 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -104949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -104983.820312 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -104983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -105027.578125 Penalty: 3178.630371
	Iteration 17Q: 3 clusters Score -105027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -105056.187500 Penalty: 3178.630371
	Iteration 18Q: 3 clusters Score -105056.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -105100.945312 Penalty: 3178.630371
	Iteration 19Q: 3 clusters Score -105100.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -105113.750000 Penalty: 3178.630371
	Iteration 20F: 3 clusters Score -105113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -105119.234375 Penalty: 3178.630371
	Iteration 21Q: 3 clusters Score -105119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -105127.359375 Penalty: 3178.630371
	Iteration 22Q: 3 clusters Score -105127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -105152.093750 Penalty: 3178.630371
	Iteration 23Q: 3 clusters Score -105152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -105162.781250 Penalty: 3178.630371
	Iteration 24Q: 3 clusters Score -105162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -105162.781250 Penalty: 3178.630371
	Iteration 25F: 3 clusters Score -105162.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -176522.093750 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -176522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -174674.140625 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -174674.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -175149.437500 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -175149.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -175377.125000 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -175377.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -175572.734375 Penalty: 3436.068848
	Iteration 3F: 3 clusters Score -175572.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -175712.671875 Penalty: 3436.068848
	Iteration 4F: 3 clusters Score -175712.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -175813.140625 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -175813.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -175895.109375 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -175895.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -175929.750000 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -175929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -175950.531250 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -175950.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -175973.421875 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -175973.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -175982.781250 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -175982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -175987.265625 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -175987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -175991.421875 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -175991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -175994.703125 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -175994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -175994.703125 Penalty: 3436.068848
	Iteration 14F: 3 clusters Score -175994.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -71501.546875 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -71501.55 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 285 members 
Entering Unmasked Estep 
Score: -70056.484375 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -70056.48 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70542.195312 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -70542.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70778.750000 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -70778.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71002.000000 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -71002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71165.937500 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -71165.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71267.320312 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -71267.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71346.281250 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -71346.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71412.859375 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -71412.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71456.796875 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -71456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71463.132812 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -71463.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71476.195312 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -71476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71479.523438 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -71479.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71489.656250 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -71489.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71489.656250 Penalty: 3135.992188
	Iteration 13F: 3 clusters Score -71489.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Entering Unmasked Estep 
Score: -7618516.000000 Penalty: 2634.403564
	Iteration 0F: 2 clusters Score -7618516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -7590906.500000 Penalty: 5268.807129
	Iteration 0F: 3 clusters Score -7590906 nChanged 18693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -7601242.000000 Penalty: 5268.807129
	Iteration 1F: 3 clusters Score -7601242 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -7601746.000000 Penalty: 5268.807129
	Iteration 2Q: 3 clusters Score -7601746 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -7602276.500000 Penalty: 5268.807129
	Iteration 3Q: 3 clusters Score -7602276 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -7602829.500000 Penalty: 5268.807129
	Iteration 4Q: 3 clusters Score -7602830 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -7603382.500000 Penalty: 5268.807129
	Iteration 5Q: 3 clusters Score -7603382 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -7604061.000000 Penalty: 5268.807129
	Iteration 6Q: 3 clusters Score -7604061 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -7604950.500000 Penalty: 5268.807129
	Iteration 7Q: 3 clusters Score -7604950 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -7606047.000000 Penalty: 5268.807129
	Iteration 8Q: 3 clusters Score -7606047 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -7607417.500000 Penalty: 5268.807129
	Iteration 9F: 3 clusters Score -7607418 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -7608833.000000 Penalty: 5268.807129
	Iteration 10F: 3 clusters Score -7608833 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -7610142.000000 Penalty: 5268.807129
	Iteration 11F: 3 clusters Score -7610142 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -7610982.500000 Penalty: 5268.807129
	Iteration 12Q: 3 clusters Score -7610982 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -7611475.000000 Penalty: 5268.807129
	Iteration 13Q: 3 clusters Score -7611475 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -7611680.500000 Penalty: 5268.807129
	Iteration 14Q: 3 clusters Score -7611680 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -7611822.000000 Penalty: 5268.807129
	Iteration 15Q: 3 clusters Score -7611822 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -7612000.000000 Penalty: 5268.807129
	Iteration 16Q: 3 clusters Score -7612000 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -7612140.000000 Penalty: 5268.807129
	Iteration 17Q: 3 clusters Score -7612140 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -7612275.000000 Penalty: 5268.807129
	Iteration 18Q: 3 clusters Score -7612275 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -7612411.000000 Penalty: 5268.807129
	Iteration 19Q: 3 clusters Score -7612411 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -7612582.500000 Penalty: 5268.807129
	Iteration 20F: 3 clusters Score -7612582 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -7612725.000000 Penalty: 5268.807129
	Iteration 21Q: 3 clusters Score -7612725 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -7612861.500000 Penalty: 5268.807129
	Iteration 22Q: 3 clusters Score -7612862 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -7613040.000000 Penalty: 5268.807129
	Iteration 23Q: 3 clusters Score -7613040 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -7613201.500000 Penalty: 5268.807129
	Iteration 24Q: 3 clusters Score -7613202 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -7613370.500000 Penalty: 5268.807129
	Iteration 25Q: 3 clusters Score -7613370 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -7613532.000000 Penalty: 5268.807129
	Iteration 26Q: 3 clusters Score -7613532 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -7613669.000000 Penalty: 5268.807129
	Iteration 27Q: 3 clusters Score -7613669 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -7613847.000000 Penalty: 5268.807129
	Iteration 28Q: 3 clusters Score -7613847 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -7614010.000000 Penalty: 5268.807129
	Iteration 29Q: 3 clusters Score -7614010 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -7614154.000000 Penalty: 5268.807129
	Iteration 30Q: 3 clusters Score -7614154 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -7614304.000000 Penalty: 5268.807129
	Iteration 31Q: 3 clusters Score -7614304 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -7614471.000000 Penalty: 5268.807129
	Iteration 32Q: 3 clusters Score -7614471 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7614666.500000 Penalty: 5268.807129
	Iteration 33Q: 3 clusters Score -7614666 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -7614850.000000 Penalty: 5268.807129
	Iteration 34Q: 3 clusters Score -7614850 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7615063.000000 Penalty: 5268.807129
	Iteration 35Q: 3 clusters Score -7615063 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -7615202.000000 Penalty: 5268.807129
	Iteration 36Q: 3 clusters Score -7615202 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7615344.500000 Penalty: 5268.807129
	Iteration 37Q: 3 clusters Score -7615344 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7615437.000000 Penalty: 5268.807129
	Iteration 38Q: 3 clusters Score -7615437 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7615563.500000 Penalty: 5268.807129
	Iteration 39Q: 3 clusters Score -7615564 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7615675.500000 Penalty: 5268.807129
	Iteration 40F: 3 clusters Score -7615676 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7615760.500000 Penalty: 5268.807129
	Iteration 41Q: 3 clusters Score -7615760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7615824.500000 Penalty: 5268.807129
	Iteration 42Q: 3 clusters Score -7615824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7615890.000000 Penalty: 5268.807129
	Iteration 43Q: 3 clusters Score -7615890 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7615935.500000 Penalty: 5268.807129
	Iteration 44Q: 3 clusters Score -7615936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7615979.000000 Penalty: 5268.807129
	Iteration 45Q: 3 clusters Score -7615979 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7616007.500000 Penalty: 5268.807129
	Iteration 46Q: 3 clusters Score -7616008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7616028.000000 Penalty: 5268.807129
	Iteration 47Q: 3 clusters Score -7616028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7616066.000000 Penalty: 5268.807129
	Iteration 48Q: 3 clusters Score -7616066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7616074.000000 Penalty: 5268.807129
	Iteration 49Q: 3 clusters Score -7616074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7616091.500000 Penalty: 5268.807129
	Iteration 50Q: 3 clusters Score -7616092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7616109.000000 Penalty: 5268.807129
	Iteration 51Q: 3 clusters Score -7616109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7616111.000000 Penalty: 5268.807129
	Iteration 52Q: 3 clusters Score -7616111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7616126.500000 Penalty: 5268.807129
	Iteration 53Q: 3 clusters Score -7616126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7616133.500000 Penalty: 5268.807129
	Iteration 54Q: 3 clusters Score -7616134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7616154.000000 Penalty: 5268.807129
	Iteration 55Q: 3 clusters Score -7616154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7616171.500000 Penalty: 5268.807129
	Iteration 56Q: 3 clusters Score -7616172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7616182.000000 Penalty: 5268.807129
	Iteration 57Q: 3 clusters Score -7616182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7616180.500000 Penalty: 5268.807129
	Iteration 58Q: 3 clusters Score -7616180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7616183.500000 Penalty: 5268.807129
	Iteration 59Q: 3 clusters Score -7616184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7616194.500000 Penalty: 5268.807129
	Iteration 60F: 3 clusters Score -7616194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7616207.000000 Penalty: 5268.807129
	Iteration 61Q: 3 clusters Score -7616207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7616210.500000 Penalty: 5268.807129
	Iteration 62Q: 3 clusters Score -7616210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7616211.500000 Penalty: 5268.807129
	Iteration 63Q: 3 clusters Score -7616212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7616206.000000 Penalty: 5268.807129
	Iteration 64Q: 3 clusters Score -7616206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7616203.500000 Penalty: 5268.807129
	Iteration 65Q: 3 clusters Score -7616204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7616209.500000 Penalty: 5268.807129
	Iteration 66Q: 3 clusters Score -7616210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7616210.500000 Penalty: 5268.807129
	Iteration 67Q: 3 clusters Score -7616210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7616209.500000 Penalty: 5268.807129
	Iteration 68Q: 3 clusters Score -7616210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7616216.000000 Penalty: 5268.807129
	Iteration 69Q: 3 clusters Score -7616216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7616216.000000 Penalty: 5268.807129
	Iteration 70Q: 3 clusters Score -7616216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7616213.000000 Penalty: 5268.807129
	Iteration 71Q: 3 clusters Score -7616213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7616214.500000 Penalty: 5268.807129
	Iteration 72Q: 3 clusters Score -7616214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7616212.000000 Penalty: 5268.807129
	Iteration 73Q: 3 clusters Score -7616212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7616225.000000 Penalty: 5268.807129
	Iteration 74Q: 3 clusters Score -7616225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7616222.000000 Penalty: 5268.807129
	Iteration 75Q: 3 clusters Score -7616222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7616219.000000 Penalty: 5268.807129
	Iteration 76Q: 3 clusters Score -7616219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7616219.000000 Penalty: 5268.807129
	Iteration 77F: 3 clusters Score -7616219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Entering Unmasked Estep 
Score: -9523558.000000 Penalty: 2689.327148
	Iteration 0F: 2 clusters Score -9523558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -9491100.000000 Penalty: 5378.654297
	Iteration 0F: 3 clusters Score -9491100 nChanged 23721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -9503963.000000 Penalty: 5378.654297
	Iteration 1F: 3 clusters Score -9503963 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -9504526.000000 Penalty: 5378.654297
	Iteration 2Q: 3 clusters Score -9504526 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -9504990.000000 Penalty: 5378.654297
	Iteration 3Q: 3 clusters Score -9504990 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -9505557.000000 Penalty: 5378.654297
	Iteration 4Q: 3 clusters Score -9505557 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -9506340.000000 Penalty: 5378.654297
	Iteration 5Q: 3 clusters Score -9506340 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -9507408.000000 Penalty: 5378.654297
	Iteration 6Q: 3 clusters Score -9507408 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -9509160.000000 Penalty: 5378.654297
	Iteration 7F: 3 clusters Score -9509160 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -9511870.000000 Penalty: 5378.654297
	Iteration 8F: 3 clusters Score -9511870 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -9515229.000000 Penalty: 5378.654297
	Iteration 9F: 3 clusters Score -9515229 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -9518295.000000 Penalty: 5378.654297
	Iteration 10F: 3 clusters Score -9518295 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9519879.000000 Penalty: 5378.654297
	Iteration 11Q: 3 clusters Score -9519879 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9520626.000000 Penalty: 5378.654297
	Iteration 12Q: 3 clusters Score -9520626 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9520920.000000 Penalty: 5378.654297
	Iteration 13Q: 3 clusters Score -9520920 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9521071.000000 Penalty: 5378.654297
	Iteration 14Q: 3 clusters Score -9521071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9521136.000000 Penalty: 5378.654297
	Iteration 15Q: 3 clusters Score -9521136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9521186.000000 Penalty: 5378.654297
	Iteration 16Q: 3 clusters Score -9521186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9521206.000000 Penalty: 5378.654297
	Iteration 17Q: 3 clusters Score -9521206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9521229.000000 Penalty: 5378.654297
	Iteration 18Q: 3 clusters Score -9521229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9521235.000000 Penalty: 5378.654297
	Iteration 19Q: 3 clusters Score -9521235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9521253.000000 Penalty: 5378.654297
	Iteration 20F: 3 clusters Score -9521253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9521261.000000 Penalty: 5378.654297
	Iteration 21Q: 3 clusters Score -9521261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9521268.000000 Penalty: 5378.654297
	Iteration 22Q: 3 clusters Score -9521268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9521270.000000 Penalty: 5378.654297
	Iteration 23Q: 3 clusters Score -9521270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9521272.000000 Penalty: 5378.654297
	Iteration 24Q: 3 clusters Score -9521272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9521266.000000 Penalty: 5378.654297
	Iteration 25Q: 3 clusters Score -9521266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9521266.000000 Penalty: 5378.654297
	Iteration 26F: 3 clusters Score -9521266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73705.304688 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73705.3 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 268 members 
Entering Unmasked Estep 
Score: -72235.054688 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72235.05 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72479.476562 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72479.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72607.968750 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -72607.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72669.445312 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -72669.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72708.789062 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -72708.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72746.703125 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -72746.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72764.828125 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -72764.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72770.296875 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -72770.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72778.546875 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -72778.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72804.734375 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -72804.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72832.484375 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -72832.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72846.156250 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -72846.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72850.484375 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -72850.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72857.742188 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -72857.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72861.203125 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -72861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72864.078125 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -72864.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72873.523438 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -72873.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72874.593750 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -72874.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72874.593750 Penalty: 3120.618408
	Iteration 18F: 3 clusters Score -72874.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Entering Unmasked Estep 
Score: -513684.656250 Penalty: 1967.225830
	Iteration 0F: 2 clusters Score -513684.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -510534.937500 Penalty: 3934.451660
	Iteration 0F: 3 clusters Score -510534.9 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -511162.156250 Penalty: 3934.451660
	Iteration 1F: 3 clusters Score -511162.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -511326.125000 Penalty: 3934.451660
	Iteration 2F: 3 clusters Score -511326.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -511427.343750 Penalty: 3934.451660
	Iteration 3F: 3 clusters Score -511427.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -511489.312500 Penalty: 3934.451660
	Iteration 4Q: 3 clusters Score -511489.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -511521.968750 Penalty: 3934.451660
	Iteration 5Q: 3 clusters Score -511522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -511540.468750 Penalty: 3934.451660
	Iteration 6Q: 3 clusters Score -511540.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -511552.875000 Penalty: 3934.451660
	Iteration 7Q: 3 clusters Score -511552.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -511562.218750 Penalty: 3934.451660
	Iteration 8Q: 3 clusters Score -511562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -511568.218750 Penalty: 3934.451660
	Iteration 9Q: 3 clusters Score -511568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -511570.500000 Penalty: 3934.451660
	Iteration 10Q: 3 clusters Score -511570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -511573.093750 Penalty: 3934.451660
	Iteration 11Q: 3 clusters Score -511573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -511573.187500 Penalty: 3934.451660
	Iteration 12Q: 3 clusters Score -511573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -511575.406250 Penalty: 3934.451660
	Iteration 13Q: 3 clusters Score -511575.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -511575.406250 Penalty: 3934.451660
	Iteration 14F: 3 clusters Score -511575.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 47875 members 
Mstep: Class 3 contains 47673 members 
Mstep: Class 4 contains 49939 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 50183 members 
Mstep: Class 7 contains 30099 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51780 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 44554 members 
Mstep: Class 12 contains 48857 members 
Mstep: Class 13 contains 48370 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47293 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 41052 members 
Mstep: Class 22 contains 51229 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157544.000000 Penalty: 79215.406250
Iteration 199Q: 25 clusters Score -1.101575e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 47945 members 
Mstep: Class 3 contains 47687 members 
Mstep: Class 4 contains 49841 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 50158 members 
Mstep: Class 7 contains 30115 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51714 members 
Mstep: Class 10 contains 6071 members 
Mstep: Class 11 contains 44567 members 
Mstep: Class 12 contains 48870 members 
Mstep: Class 13 contains 48371 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47294 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 41238 members 
Mstep: Class 22 contains 51197 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157568.000000 Penalty: 79215.406250
Iteration 200F: 25 clusters Score -1.101576e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 48021 members 
Mstep: Class 3 contains 47730 members 
Mstep: Class 4 contains 49759 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50117 members 
Mstep: Class 7 contains 30141 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51631 members 
Mstep: Class 10 contains 6005 members 
Mstep: Class 11 contains 44573 members 
Mstep: Class 12 contains 48882 members 
Mstep: Class 13 contains 48358 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47281 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 41423 members 
Mstep: Class 22 contains 51170 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157240.000000 Penalty: 79215.406250
Iteration 201Q: 25 clusters Score -1.101572e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 48115 members 
Mstep: Class 3 contains 47767 members 
Mstep: Class 4 contains 49674 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50078 members 
Mstep: Class 7 contains 30156 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51548 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 44579 members 
Mstep: Class 12 contains 48887 members 
Mstep: Class 13 contains 48359 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47286 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 41585 members 
Mstep: Class 22 contains 51139 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157752.000000 Penalty: 79215.406250
Iteration 202Q: 25 clusters Score -1.101578e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 48169 members 
Mstep: Class 3 contains 47783 members 
Mstep: Class 4 contains 49648 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50058 members 
Mstep: Class 7 contains 30178 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51494 members 
Mstep: Class 10 contains 5862 members 
Mstep: Class 11 contains 44600 members 
Mstep: Class 12 contains 48939 members 
Mstep: Class 13 contains 48316 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47260 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 41729 members 
Mstep: Class 22 contains 51106 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2790 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 25 clusters Score -1.101575e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 48180 members 
Mstep: Class 3 contains 47782 members 
Mstep: Class 4 contains 49665 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50034 members 
Mstep: Class 7 contains 30202 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51454 members 
Mstep: Class 10 contains 5809 members 
Mstep: Class 11 contains 44623 members 
Mstep: Class 12 contains 48984 members 
Mstep: Class 13 contains 48260 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 47251 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 41890 members 
Mstep: Class 22 contains 51041 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2789 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 25 clusters Score -1.101579e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 48185 members 
Mstep: Class 3 contains 47786 members 
Mstep: Class 4 contains 49689 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50059 members 
Mstep: Class 7 contains 30211 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51410 members 
Mstep: Class 10 contains 5758 members 
Mstep: Class 11 contains 44635 members 
Mstep: Class 12 contains 49015 members 
Mstep: Class 13 contains 48233 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47231 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42033 members 
Mstep: Class 22 contains 50982 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157744.000000 Penalty: 79215.406250
Iteration 205Q: 25 clusters Score -1.101577e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 48228 members 
Mstep: Class 3 contains 47800 members 
Mstep: Class 4 contains 49693 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50094 members 
Mstep: Class 7 contains 30231 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51383 members 
Mstep: Class 10 contains 5708 members 
Mstep: Class 11 contains 44623 members 
Mstep: Class 12 contains 49007 members 
Mstep: Class 13 contains 48222 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42123 members 
Mstep: Class 22 contains 50904 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157704.000000 Penalty: 79215.406250
Iteration 206Q: 25 clusters Score -1.101577e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 48249 members 
Mstep: Class 3 contains 47807 members 
Mstep: Class 4 contains 49673 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50104 members 
Mstep: Class 7 contains 30253 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51367 members 
Mstep: Class 10 contains 5672 members 
Mstep: Class 11 contains 44605 members 
Mstep: Class 12 contains 49024 members 
Mstep: Class 13 contains 48245 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47239 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42183 members 
Mstep: Class 22 contains 50846 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2776 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 207Q: 25 clusters Score -1.101581e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 48273 members 
Mstep: Class 3 contains 47805 members 
Mstep: Class 4 contains 49671 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 50094 members 
Mstep: Class 7 contains 30275 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51354 members 
Mstep: Class 10 contains 5637 members 
Mstep: Class 11 contains 44586 members 
Mstep: Class 12 contains 49042 members 
Mstep: Class 13 contains 48273 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47241 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42223 members 
Mstep: Class 22 contains 50815 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2774 members 
Entering Unmasked Estep 
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Iteration 208Q: 25 clusters Score -1.101584e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 48254 members 
Mstep: Class 3 contains 47747 members 
Mstep: Class 4 contains 49686 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 50051 members 
Mstep: Class 7 contains 30292 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51358 members 
Mstep: Class 10 contains 5606 members 
Mstep: Class 11 contains 44593 members 
Mstep: Class 12 contains 49055 members 
Mstep: Class 13 contains 48307 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47247 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42318 members 
Mstep: Class 22 contains 50795 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2767 members 
Entering Unmasked Estep 
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Iteration 209Q: 25 clusters Score -1.101582e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 48193 members 
Mstep: Class 3 contains 47701 members 
Mstep: Class 4 contains 49700 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 50049 members 
Mstep: Class 7 contains 30307 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51363 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 44613 members 
Mstep: Class 12 contains 49058 members 
Mstep: Class 13 contains 48335 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47258 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42384 members 
Mstep: Class 22 contains 50781 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2764 members 
Entering Unmasked Estep 
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Score: -110158360.000000 Penalty: 79215.406250
Iteration 210Q: 25 clusters Score -1.101584e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 48107 members 
Mstep: Class 3 contains 47691 members 
Mstep: Class 4 contains 49705 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 50033 members 
Mstep: Class 7 contains 30327 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51366 members 
Mstep: Class 10 contains 5557 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 49076 members 
Mstep: Class 13 contains 48364 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47276 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42448 members 
Mstep: Class 22 contains 50774 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2759 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 211Q: 25 clusters Score -1.101585e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 48049 members 
Mstep: Class 3 contains 47709 members 
Mstep: Class 4 contains 49726 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 50039 members 
Mstep: Class 7 contains 30340 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51365 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 11 contains 44636 members 
Mstep: Class 12 contains 49090 members 
Mstep: Class 13 contains 48341 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47302 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42483 members 
Mstep: Class 22 contains 50761 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2754 members 
Entering Unmasked Estep 
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Iteration 212Q: 25 clusters Score -1.101582e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 47997 members 
Mstep: Class 3 contains 47702 members 
Mstep: Class 4 contains 49712 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 50035 members 
Mstep: Class 7 contains 30357 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51375 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 44659 members 
Mstep: Class 12 contains 49089 members 
Mstep: Class 13 contains 48354 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47304 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42547 members 
Mstep: Class 22 contains 50760 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 25 clusters Score -1.101583e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 47965 members 
Mstep: Class 3 contains 47716 members 
Mstep: Class 4 contains 49722 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 50019 members 
Mstep: Class 7 contains 30375 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 51364 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 44665 members 
Mstep: Class 12 contains 49094 members 
Mstep: Class 13 contains 48361 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42600 members 
Mstep: Class 22 contains 50760 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2746 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 25 clusters Score -1.101582e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 47942 members 
Mstep: Class 3 contains 47754 members 
Mstep: Class 4 contains 49728 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 6 contains 49976 members 
Mstep: Class 7 contains 30381 members 
Mstep: Class 8 contains 1155 members 
Mstep: Class 9 contains 51379 members 
Mstep: Class 10 contains 5460 members 
Mstep: Class 11 contains 44663 members 
Mstep: Class 12 contains 49096 members 
Mstep: Class 13 contains 48371 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42630 members 
Mstep: Class 22 contains 50766 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 25 clusters Score -1.101582e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 47918 members 
Mstep: Class 3 contains 47779 members 
Mstep: Class 4 contains 49743 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 49957 members 
Mstep: Class 7 contains 30388 members 
Mstep: Class 8 contains 1155 members 
Mstep: Class 9 contains 51373 members 
Mstep: Class 10 contains 5428 members 
Mstep: Class 11 contains 44677 members 
Mstep: Class 12 contains 49087 members 
Mstep: Class 13 contains 48386 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47318 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42668 members 
Mstep: Class 22 contains 50765 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2743 members 
Entering Unmasked Estep 
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Iteration 216Q: 25 clusters Score -1.101584e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 47869 members 
Mstep: Class 3 contains 47789 members 
Mstep: Class 4 contains 49742 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 49953 members 
Mstep: Class 7 contains 30395 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51367 members 
Mstep: Class 10 contains 5395 members 
Mstep: Class 11 contains 44679 members 
Mstep: Class 12 contains 49111 members 
Mstep: Class 13 contains 48426 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47320 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 42727 members 
Mstep: Class 22 contains 50751 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2732 members 
Entering Unmasked Estep 
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Iteration 217Q: 25 clusters Score -1.101584e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 47834 members 
Mstep: Class 3 contains 47812 members 
Mstep: Class 4 contains 49739 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 49945 members 
Mstep: Class 7 contains 30402 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51364 members 
Mstep: Class 10 contains 5363 members 
Mstep: Class 11 contains 44687 members 
Mstep: Class 12 contains 49118 members 
Mstep: Class 13 contains 48470 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42765 members 
Mstep: Class 22 contains 50738 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2726 members 
Entering Unmasked Estep 
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Iteration 218Q: 25 clusters Score -1.101584e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 47795 members 
Mstep: Class 3 contains 47812 members 
Mstep: Class 4 contains 49718 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 49926 members 
Mstep: Class 7 contains 30414 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51348 members 
Mstep: Class 10 contains 5343 members 
Mstep: Class 11 contains 44692 members 
Mstep: Class 12 contains 49141 members 
Mstep: Class 13 contains 48521 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47316 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42829 members 
Mstep: Class 22 contains 50723 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2724 members 
Entering Unmasked Estep 
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Iteration 219Q: 25 clusters Score -1.101585e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 47771 members 
Mstep: Class 3 contains 47816 members 
Mstep: Class 4 contains 49672 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 49932 members 
Mstep: Class 7 contains 30424 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51334 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 44703 members 
Mstep: Class 12 contains 49181 members 
Mstep: Class 13 contains 48580 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47328 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42842 members 
Mstep: Class 22 contains 50678 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2726 members 
Entering Unmasked Estep 
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Iteration 220F: 25 clusters Score -1.101587e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 47733 members 
Mstep: Class 3 contains 47820 members 
Mstep: Class 4 contains 49643 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 49957 members 
Mstep: Class 7 contains 30431 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51318 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 44719 members 
Mstep: Class 12 contains 49217 members 
Mstep: Class 13 contains 48606 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47326 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42879 members 
Mstep: Class 22 contains 50641 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2720 members 
Entering Unmasked Estep 
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Iteration 221Q: 25 clusters Score -1.101586e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 47715 members 
Mstep: Class 3 contains 47830 members 
Mstep: Class 4 contains 49621 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 49993 members 
Mstep: Class 7 contains 30437 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51295 members 
Mstep: Class 10 contains 5297 members 
Mstep: Class 11 contains 44745 members 
Mstep: Class 12 contains 49231 members 
Mstep: Class 13 contains 48636 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47325 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42896 members 
Mstep: Class 22 contains 50606 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2711 members 
Entering Unmasked Estep 
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Iteration 222Q: 25 clusters Score -1.101586e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 47706 members 
Mstep: Class 3 contains 47824 members 
Mstep: Class 4 contains 49618 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 49991 members 
Mstep: Class 7 contains 30451 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51284 members 
Mstep: Class 10 contains 5285 members 
Mstep: Class 11 contains 44770 members 
Mstep: Class 12 contains 49224 members 
Mstep: Class 13 contains 48661 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47336 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42911 members 
Mstep: Class 22 contains 50584 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2712 members 
Entering Unmasked Estep 
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Iteration 223Q: 25 clusters Score -1.101586e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 47722 members 
Mstep: Class 3 contains 47837 members 
Mstep: Class 4 contains 49630 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 49965 members 
Mstep: Class 7 contains 30449 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51285 members 
Mstep: Class 10 contains 5270 members 
Mstep: Class 11 contains 44786 members 
Mstep: Class 12 contains 49212 members 
Mstep: Class 13 contains 48674 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47332 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42923 members 
Mstep: Class 22 contains 50572 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2713 members 
Entering Unmasked Estep 
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Iteration 224Q: 25 clusters Score -1.101588e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 47742 members 
Mstep: Class 3 contains 47862 members 
Mstep: Class 4 contains 49602 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49940 members 
Mstep: Class 7 contains 30458 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51279 members 
Mstep: Class 10 contains 5258 members 
Mstep: Class 11 contains 44804 members 
Mstep: Class 12 contains 49177 members 
Mstep: Class 13 contains 48703 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47351 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42945 members 
Mstep: Class 22 contains 50552 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2709 members 
Entering Unmasked Estep 
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Iteration 225Q: 25 clusters Score -1.101588e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 47760 members 
Mstep: Class 3 contains 47887 members 
Mstep: Class 4 contains 49589 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49901 members 
Mstep: Class 7 contains 30467 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51280 members 
Mstep: Class 10 contains 5249 members 
Mstep: Class 11 contains 44826 members 
Mstep: Class 12 contains 49147 members 
Mstep: Class 13 contains 48725 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47372 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42974 members 
Mstep: Class 22 contains 50532 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158864.000000 Penalty: 79215.406250
Iteration 226Q: 25 clusters Score -1.101589e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 47771 members 
Mstep: Class 3 contains 47892 members 
Mstep: Class 4 contains 49582 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49858 members 
Mstep: Class 7 contains 30472 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51264 members 
Mstep: Class 10 contains 5238 members 
Mstep: Class 11 contains 44837 members 
Mstep: Class 12 contains 49142 members 
Mstep: Class 13 contains 48751 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47376 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42998 members 
Mstep: Class 22 contains 50534 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158704.000000 Penalty: 79215.406250
Iteration 227Q: 25 clusters Score -1.101587e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 47807 members 
Mstep: Class 3 contains 47918 members 
Mstep: Class 4 contains 49570 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49825 members 
Mstep: Class 7 contains 30469 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51280 members 
Mstep: Class 10 contains 5223 members 
Mstep: Class 11 contains 44839 members 
Mstep: Class 12 contains 49122 members 
Mstep: Class 13 contains 48768 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47361 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43028 members 
Mstep: Class 22 contains 50514 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158752.000000 Penalty: 79215.406250
Iteration 228Q: 25 clusters Score -1.101588e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 47868 members 
Mstep: Class 3 contains 47931 members 
Mstep: Class 4 contains 49575 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49817 members 
Mstep: Class 7 contains 30478 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51267 members 
Mstep: Class 10 contains 5204 members 
Mstep: Class 11 contains 44827 members 
Mstep: Class 12 contains 49126 members 
Mstep: Class 13 contains 48786 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47355 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43030 members 
Mstep: Class 22 contains 50487 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158672.000000 Penalty: 79215.406250
Iteration 229Q: 25 clusters Score -1.101587e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 47918 members 
Mstep: Class 3 contains 47962 members 
Mstep: Class 4 contains 49583 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49796 members 
Mstep: Class 7 contains 30483 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51263 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 44830 members 
Mstep: Class 12 contains 49108 members 
Mstep: Class 13 contains 48792 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47353 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43035 members 
Mstep: Class 22 contains 50471 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158624.000000 Penalty: 79215.406250
Iteration 230Q: 25 clusters Score -1.101586e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 47979 members 
Mstep: Class 3 contains 47985 members 
Mstep: Class 4 contains 49557 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49789 members 
Mstep: Class 7 contains 30488 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51256 members 
Mstep: Class 10 contains 5145 members 
Mstep: Class 11 contains 44819 members 
Mstep: Class 12 contains 49128 members 
Mstep: Class 13 contains 48805 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47355 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43020 members 
Mstep: Class 22 contains 50477 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158664.000000 Penalty: 79215.406250
Iteration 231Q: 25 clusters Score -1.101587e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 48028 members 
Mstep: Class 3 contains 47996 members 
Mstep: Class 4 contains 49562 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49778 members 
Mstep: Class 7 contains 30489 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51266 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 44803 members 
Mstep: Class 12 contains 49143 members 
Mstep: Class 13 contains 48793 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47365 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43009 members 
Mstep: Class 22 contains 50475 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158568.000000 Penalty: 79215.406250
Iteration 232Q: 25 clusters Score -1.101586e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 48084 members 
Mstep: Class 3 contains 47992 members 
Mstep: Class 4 contains 49560 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49762 members 
Mstep: Class 7 contains 30489 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51269 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 44802 members 
Mstep: Class 12 contains 49193 members 
Mstep: Class 13 contains 48769 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47368 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42990 members 
Mstep: Class 22 contains 50481 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158408.000000 Penalty: 79215.406250
Iteration 233Q: 25 clusters Score -1.101584e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 48102 members 
Mstep: Class 3 contains 47970 members 
Mstep: Class 4 contains 49562 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49758 members 
Mstep: Class 7 contains 30493 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51271 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 44829 members 
Mstep: Class 12 contains 49198 members 
Mstep: Class 13 contains 48772 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47383 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42993 members 
Mstep: Class 22 contains 50482 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158592.000000 Penalty: 79215.406250
Iteration 234Q: 25 clusters Score -1.101586e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 48119 members 
Mstep: Class 3 contains 47926 members 
Mstep: Class 4 contains 49582 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49749 members 
Mstep: Class 7 contains 30498 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51289 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 44830 members 
Mstep: Class 12 contains 49201 members 
Mstep: Class 13 contains 48792 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47392 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42996 members 
Mstep: Class 22 contains 50486 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158568.000000 Penalty: 79215.406250
Iteration 235Q: 25 clusters Score -1.101586e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 48144 members 
Mstep: Class 3 contains 47905 members 
Mstep: Class 4 contains 49610 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49737 members 
Mstep: Class 7 contains 30506 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51300 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 44835 members 
Mstep: Class 12 contains 49217 members 
Mstep: Class 13 contains 48787 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47392 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42990 members 
Mstep: Class 22 contains 50481 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158408.000000 Penalty: 79215.406250
Iteration 236Q: 25 clusters Score -1.101584e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 48189 members 
Mstep: Class 3 contains 47853 members 
Mstep: Class 4 contains 49634 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49723 members 
Mstep: Class 7 contains 30513 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51305 members 
Mstep: Class 10 contains 4871 members 
Mstep: Class 11 contains 44826 members 
Mstep: Class 12 contains 49217 members 
Mstep: Class 13 contains 48813 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47400 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42986 members 
Mstep: Class 22 contains 50475 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158352.000000 Penalty: 79215.406250
Iteration 237Q: 25 clusters Score -1.101584e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 48219 members 
Mstep: Class 3 contains 47826 members 
Mstep: Class 4 contains 49628 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 49730 members 
Mstep: Class 7 contains 30526 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51306 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 44800 members 
Mstep: Class 12 contains 49251 members 
Mstep: Class 13 contains 48823 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47397 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42981 members 
Mstep: Class 22 contains 50464 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158560.000000 Penalty: 79215.406250
Iteration 238Q: 25 clusters Score -1.101586e+08 nChanged 1067
Entering ConstructFrom: 
Score: -110158560.000000 Penalty: 79215.406250
Entering ConstructFrom: 
Trying to split cluster 1 (26722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Entering Unmasked Estep 
Score: -4984318.500000 Penalty: 2527.924072
	Iteration 0F: 2 clusters Score -4984318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -4965814.000000 Penalty: 5055.848145
	Iteration 0F: 3 clusters Score -4965814 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4972469.500000 Penalty: 5055.848145
	Iteration 1F: 3 clusters Score -4972470 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -4973158.500000 Penalty: 5055.848145
	Iteration 2F: 3 clusters Score -4973158 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4974021.500000 Penalty: 5055.848145
	Iteration 3F: 3 clusters Score -4974022 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4975277.000000 Penalty: 5055.848145
	Iteration 4F: 3 clusters Score -4975277 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -4977006.000000 Penalty: 5055.848145
	Iteration 5F: 3 clusters Score -4977006 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -4978881.500000 Penalty: 5055.848145
	Iteration 6F: 3 clusters Score -4978882 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -4980480.500000 Penalty: 5055.848145
	Iteration 7F: 3 clusters Score -4980480 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -4981557.500000 Penalty: 5055.848145
	Iteration 8Q: 3 clusters Score -4981558 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4982073.500000 Penalty: 5055.848145
	Iteration 9Q: 3 clusters Score -4982074 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4982297.500000 Penalty: 5055.848145
	Iteration 10Q: 3 clusters Score -4982298 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4982436.000000 Penalty: 5055.848145
	Iteration 11Q: 3 clusters Score -4982436 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -4982496.500000 Penalty: 5055.848145
	Iteration 12Q: 3 clusters Score -4982496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4982539.500000 Penalty: 5055.848145
	Iteration 13Q: 3 clusters Score -4982540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -4982554.500000 Penalty: 5055.848145
	Iteration 14Q: 3 clusters Score -4982554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -4982556.000000 Penalty: 5055.848145
	Iteration 15Q: 3 clusters Score -4982556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -4982571.500000 Penalty: 5055.848145
	Iteration 16Q: 3 clusters Score -4982572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4982578.000000 Penalty: 5055.848145
	Iteration 17Q: 3 clusters Score -4982578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4982587.000000 Penalty: 5055.848145
	Iteration 18Q: 3 clusters Score -4982587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -4982584.500000 Penalty: 5055.848145
	Iteration 19Q: 3 clusters Score -4982584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -4982593.000000 Penalty: 5055.848145
	Iteration 20F: 3 clusters Score -4982593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -4982588.000000 Penalty: 5055.848145
	Iteration 21Q: 3 clusters Score -4982588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -4982592.000000 Penalty: 5055.848145
	Iteration 22Q: 3 clusters Score -4982592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -4982589.500000 Penalty: 5055.848145
	Iteration 23Q: 3 clusters Score -4982590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -4982591.500000 Penalty: 5055.848145
	Iteration 24Q: 3 clusters Score -4982592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4982593.500000 Penalty: 5055.848145
	Iteration 25Q: 3 clusters Score -4982594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -4982594.500000 Penalty: 5055.848145
	Iteration 26Q: 3 clusters Score -4982594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -4982598.500000 Penalty: 5055.848145
	Iteration 27Q: 3 clusters Score -4982598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4982599.500000 Penalty: 5055.848145
	Iteration 28Q: 3 clusters Score -4982600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -4982603.000000 Penalty: 5055.848145
	Iteration 29Q: 3 clusters Score -4982603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -4982607.500000 Penalty: 5055.848145
	Iteration 30Q: 3 clusters Score -4982608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -4982609.000000 Penalty: 5055.848145
	Iteration 31Q: 3 clusters Score -4982609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -4982605.000000 Penalty: 5055.848145
	Iteration 32Q: 3 clusters Score -4982605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -4982607.500000 Penalty: 5055.848145
	Iteration 33Q: 3 clusters Score -4982608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -4982605.000000 Penalty: 5055.848145
	Iteration 34Q: 3 clusters Score -4982605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -4982608.000000 Penalty: 5055.848145
	Iteration 35Q: 3 clusters Score -4982608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -4982608.000000 Penalty: 5055.848145
	Iteration 36Q: 3 clusters Score -4982608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4982610.500000 Penalty: 5055.848145
	Iteration 37Q: 3 clusters Score -4982610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -4982610.500000 Penalty: 5055.848145
	Iteration 38Q: 3 clusters Score -4982610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4982612.000000 Penalty: 5055.848145
	Iteration 39Q: 3 clusters Score -4982612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4982608.500000 Penalty: 5055.848145
	Iteration 40F: 3 clusters Score -4982608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -4982616.500000 Penalty: 5055.848145
	Iteration 41Q: 3 clusters Score -4982616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -4982611.500000 Penalty: 5055.848145
	Iteration 42Q: 3 clusters Score -4982612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -4982617.000000 Penalty: 5055.848145
	Iteration 43Q: 3 clusters Score -4982617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -4982613.500000 Penalty: 5055.848145
	Iteration 44Q: 3 clusters Score -4982614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -4982611.500000 Penalty: 5055.848145
	Iteration 45Q: 3 clusters Score -4982612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -4982610.500000 Penalty: 5055.848145
	Iteration 46Q: 3 clusters Score -4982610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -4982613.500000 Penalty: 5055.848145
	Iteration 47Q: 3 clusters Score -4982614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4982616.000000 Penalty: 5055.848145
	Iteration 48Q: 3 clusters Score -4982616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -4982613.500000 Penalty: 5055.848145
	Iteration 49Q: 3 clusters Score -4982614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -4982614.500000 Penalty: 5055.848145
	Iteration 50Q: 3 clusters Score -4982614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -4982616.000000 Penalty: 5055.848145
	Iteration 51Q: 3 clusters Score -4982616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -4982616.000000 Penalty: 5055.848145
	Iteration 52Q: 3 clusters Score -4982616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -4982616.000000 Penalty: 5055.848145
	Iteration 53Q: 3 clusters Score -4982616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -4982618.000000 Penalty: 5055.848145
	Iteration 54Q: 3 clusters Score -4982618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4982621.000000 Penalty: 5055.848145
	Iteration 55Q: 3 clusters Score -4982621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -4982617.500000 Penalty: 5055.848145
	Iteration 56Q: 3 clusters Score -4982618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -4982616.000000 Penalty: 5055.848145
	Iteration 57Q: 3 clusters Score -4982616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -4982618.000000 Penalty: 5055.848145
	Iteration 58Q: 3 clusters Score -4982618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -4982618.000000 Penalty: 5055.848145
	Iteration 59F: 3 clusters Score -4982618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Entering Unmasked Estep 
Score: -9084137.000000 Penalty: 2674.464355
	Iteration 0F: 2 clusters Score -9084137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -9054407.000000 Penalty: 5348.928711
	Iteration 0F: 3 clusters Score -9054407 nChanged 22117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -9066821.000000 Penalty: 5348.928711
	Iteration 1F: 3 clusters Score -9066821 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -9067375.000000 Penalty: 5348.928711
	Iteration 2Q: 3 clusters Score -9067375 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -9067848.000000 Penalty: 5348.928711
	Iteration 3Q: 3 clusters Score -9067848 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -9068233.000000 Penalty: 5348.928711
	Iteration 4Q: 3 clusters Score -9068233 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -9068704.000000 Penalty: 5348.928711
	Iteration 5Q: 3 clusters Score -9068704 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -9069197.000000 Penalty: 5348.928711
	Iteration 6Q: 3 clusters Score -9069197 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -9069903.000000 Penalty: 5348.928711
	Iteration 7Q: 3 clusters Score -9069903 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -9070834.000000 Penalty: 5348.928711
	Iteration 8Q: 3 clusters Score -9070834 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -9072070.000000 Penalty: 5348.928711
	Iteration 9Q: 3 clusters Score -9072070 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -9073640.000000 Penalty: 5348.928711
	Iteration 10F: 3 clusters Score -9073640 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -9075412.000000 Penalty: 5348.928711
	Iteration 11F: 3 clusters Score -9075412 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -9076805.000000 Penalty: 5348.928711
	Iteration 12F: 3 clusters Score -9076805 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -9077537.000000 Penalty: 5348.928711
	Iteration 13Q: 3 clusters Score -9077537 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -9077842.000000 Penalty: 5348.928711
	Iteration 14Q: 3 clusters Score -9077842 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -9078068.000000 Penalty: 5348.928711
	Iteration 15Q: 3 clusters Score -9078068 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -9078253.000000 Penalty: 5348.928711
	Iteration 16Q: 3 clusters Score -9078253 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -9078447.000000 Penalty: 5348.928711
	Iteration 17Q: 3 clusters Score -9078447 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -9078617.000000 Penalty: 5348.928711
	Iteration 18Q: 3 clusters Score -9078617 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -9078713.000000 Penalty: 5348.928711
	Iteration 19Q: 3 clusters Score -9078713 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -9078870.000000 Penalty: 5348.928711
	Iteration 20F: 3 clusters Score -9078870 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -9079031.000000 Penalty: 5348.928711
	Iteration 21Q: 3 clusters Score -9079031 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -9079128.000000 Penalty: 5348.928711
	Iteration 22Q: 3 clusters Score -9079128 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -9079227.000000 Penalty: 5348.928711
	Iteration 23Q: 3 clusters Score -9079227 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -9079379.000000 Penalty: 5348.928711
	Iteration 24Q: 3 clusters Score -9079379 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -9079472.000000 Penalty: 5348.928711
	Iteration 25Q: 3 clusters Score -9079472 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -9079607.000000 Penalty: 5348.928711
	Iteration 26Q: 3 clusters Score -9079607 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -9079754.000000 Penalty: 5348.928711
	Iteration 27Q: 3 clusters Score -9079754 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -9079842.000000 Penalty: 5348.928711
	Iteration 28Q: 3 clusters Score -9079842 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -9079941.000000 Penalty: 5348.928711
	Iteration 29Q: 3 clusters Score -9079941 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -9080023.000000 Penalty: 5348.928711
	Iteration 30Q: 3 clusters Score -9080023 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -9080073.000000 Penalty: 5348.928711
	Iteration 31Q: 3 clusters Score -9080073 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -9080150.000000 Penalty: 5348.928711
	Iteration 32Q: 3 clusters Score -9080150 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -9080189.000000 Penalty: 5348.928711
	Iteration 33Q: 3 clusters Score -9080189 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -9080251.000000 Penalty: 5348.928711
	Iteration 34Q: 3 clusters Score -9080251 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -9080275.000000 Penalty: 5348.928711
	Iteration 35Q: 3 clusters Score -9080275 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -9080366.000000 Penalty: 5348.928711
	Iteration 36Q: 3 clusters Score -9080366 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -9080508.000000 Penalty: 5348.928711
	Iteration 37Q: 3 clusters Score -9080508 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -9080603.000000 Penalty: 5348.928711
	Iteration 38Q: 3 clusters Score -9080603 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -9080708.000000 Penalty: 5348.928711
	Iteration 39Q: 3 clusters Score -9080708 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -9080774.000000 Penalty: 5348.928711
	Iteration 40F: 3 clusters Score -9080774 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -9080898.000000 Penalty: 5348.928711
	Iteration 41Q: 3 clusters Score -9080898 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -9080990.000000 Penalty: 5348.928711
	Iteration 42Q: 3 clusters Score -9080990 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -9081131.000000 Penalty: 5348.928711
	Iteration 43Q: 3 clusters Score -9081131 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -9081253.000000 Penalty: 5348.928711
	Iteration 44Q: 3 clusters Score -9081253 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -9081316.000000 Penalty: 5348.928711
	Iteration 45Q: 3 clusters Score -9081316 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -9081398.000000 Penalty: 5348.928711
	Iteration 46Q: 3 clusters Score -9081398 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -9081465.000000 Penalty: 5348.928711
	Iteration 47Q: 3 clusters Score -9081465 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -9081542.000000 Penalty: 5348.928711
	Iteration 48Q: 3 clusters Score -9081542 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -9081668.000000 Penalty: 5348.928711
	Iteration 49Q: 3 clusters Score -9081668 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -9081788.000000 Penalty: 5348.928711
	Iteration 50Q: 3 clusters Score -9081788 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -9081807.000000 Penalty: 5348.928711
	Iteration 51Q: 3 clusters Score -9081807 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -9081780.000000 Penalty: 5348.928711
	Iteration 52Q: 3 clusters Score -9081780 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -9081791.000000 Penalty: 5348.928711
	Iteration 53Q: 3 clusters Score -9081791 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9081744.000000 Penalty: 5348.928711
	Iteration 54Q: 3 clusters Score -9081744 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -9081790.000000 Penalty: 5348.928711
	Iteration 55Q: 3 clusters Score -9081790 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -9081903.000000 Penalty: 5348.928711
	Iteration 56Q: 3 clusters Score -9081903 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9081947.000000 Penalty: 5348.928711
	Iteration 57Q: 3 clusters Score -9081947 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9081986.000000 Penalty: 5348.928711
	Iteration 58Q: 3 clusters Score -9081986 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9082023.000000 Penalty: 5348.928711
	Iteration 59Q: 3 clusters Score -9082023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9082163.000000 Penalty: 5348.928711
	Iteration 60F: 3 clusters Score -9082163 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -9082167.000000 Penalty: 5348.928711
	Iteration 61Q: 3 clusters Score -9082167 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9082172.000000 Penalty: 5348.928711
	Iteration 62Q: 3 clusters Score -9082172 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9082169.000000 Penalty: 5348.928711
	Iteration 63Q: 3 clusters Score -9082169 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9082186.000000 Penalty: 5348.928711
	Iteration 64Q: 3 clusters Score -9082186 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9082195.000000 Penalty: 5348.928711
	Iteration 65Q: 3 clusters Score -9082195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9082166.000000 Penalty: 5348.928711
	Iteration 66Q: 3 clusters Score -9082166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9082165.000000 Penalty: 5348.928711
	Iteration 67Q: 3 clusters Score -9082165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9082166.000000 Penalty: 5348.928711
	Iteration 68Q: 3 clusters Score -9082166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9082146.000000 Penalty: 5348.928711
	Iteration 69Q: 3 clusters Score -9082146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9082167.000000 Penalty: 5348.928711
	Iteration 70Q: 3 clusters Score -9082167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9082161.000000 Penalty: 5348.928711
	Iteration 71Q: 3 clusters Score -9082161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9082162.000000 Penalty: 5348.928711
	Iteration 72Q: 3 clusters Score -9082162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9082170.000000 Penalty: 5348.928711
	Iteration 73Q: 3 clusters Score -9082170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9082157.000000 Penalty: 5348.928711
	Iteration 74Q: 3 clusters Score -9082157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9082154.000000 Penalty: 5348.928711
	Iteration 75Q: 3 clusters Score -9082154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9082160.000000 Penalty: 5348.928711
	Iteration 76Q: 3 clusters Score -9082160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9082162.000000 Penalty: 5348.928711
	Iteration 77Q: 3 clusters Score -9082162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9082169.000000 Penalty: 5348.928711
	Iteration 78Q: 3 clusters Score -9082169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9082174.000000 Penalty: 5348.928711
	Iteration 79Q: 3 clusters Score -9082174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9082177.000000 Penalty: 5348.928711
	Iteration 80F: 3 clusters Score -9082177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9082173.000000 Penalty: 5348.928711
	Iteration 81Q: 3 clusters Score -9082173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9082177.000000 Penalty: 5348.928711
	Iteration 82Q: 3 clusters Score -9082177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9082175.000000 Penalty: 5348.928711
	Iteration 83Q: 3 clusters Score -9082175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9082175.000000 Penalty: 5348.928711
	Iteration 84Q: 3 clusters Score -9082175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9082167.000000 Penalty: 5348.928711
	Iteration 85Q: 3 clusters Score -9082167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9082164.000000 Penalty: 5348.928711
	Iteration 86Q: 3 clusters Score -9082164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9082175.000000 Penalty: 5348.928711
	Iteration 87Q: 3 clusters Score -9082175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9082178.000000 Penalty: 5348.928711
	Iteration 88Q: 3 clusters Score -9082178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9082170.000000 Penalty: 5348.928711
	Iteration 89Q: 3 clusters Score -9082170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9082160.000000 Penalty: 5348.928711
	Iteration 90Q: 3 clusters Score -9082160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9082160.000000 Penalty: 5348.928711
	Iteration 91F: 3 clusters Score -9082160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Entering Unmasked Estep 
Score: -8857219.000000 Penalty: 2672.125000
	Iteration 0F: 2 clusters Score -8857219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -8825622.000000 Penalty: 5344.250000
	Iteration 0F: 3 clusters Score -8825622 nChanged 21868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -8838121.000000 Penalty: 5344.250000
	Iteration 1F: 3 clusters Score -8838121 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -8839184.000000 Penalty: 5344.250000
	Iteration 2Q: 3 clusters Score -8839184 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -8840578.000000 Penalty: 5344.250000
	Iteration 3F: 3 clusters Score -8840578 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -8842461.000000 Penalty: 5344.250000
	Iteration 4F: 3 clusters Score -8842461 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -8844680.000000 Penalty: 5344.250000
	Iteration 5F: 3 clusters Score -8844680 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -8847183.000000 Penalty: 5344.250000
	Iteration 6F: 3 clusters Score -8847183 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -8849515.000000 Penalty: 5344.250000
	Iteration 7F: 3 clusters Score -8849515 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -8851099.000000 Penalty: 5344.250000
	Iteration 8F: 3 clusters Score -8851099 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -8851702.000000 Penalty: 5344.250000
	Iteration 9Q: 3 clusters Score -8851702 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -8852043.000000 Penalty: 5344.250000
	Iteration 10Q: 3 clusters Score -8852043 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -8852289.000000 Penalty: 5344.250000
	Iteration 11Q: 3 clusters Score -8852289 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -8852564.000000 Penalty: 5344.250000
	Iteration 12Q: 3 clusters Score -8852564 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -8852818.000000 Penalty: 5344.250000
	Iteration 13Q: 3 clusters Score -8852818 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -8853026.000000 Penalty: 5344.250000
	Iteration 14Q: 3 clusters Score -8853026 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -8853238.000000 Penalty: 5344.250000
	Iteration 15Q: 3 clusters Score -8853238 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -8853445.000000 Penalty: 5344.250000
	Iteration 16Q: 3 clusters Score -8853445 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -8853607.000000 Penalty: 5344.250000
	Iteration 17Q: 3 clusters Score -8853607 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -8853723.000000 Penalty: 5344.250000
	Iteration 18Q: 3 clusters Score -8853723 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -8853840.000000 Penalty: 5344.250000
	Iteration 19Q: 3 clusters Score -8853840 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -8854001.000000 Penalty: 5344.250000
	Iteration 20F: 3 clusters Score -8854001 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -8854115.000000 Penalty: 5344.250000
	Iteration 21Q: 3 clusters Score -8854115 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -8854254.000000 Penalty: 5344.250000
	Iteration 22Q: 3 clusters Score -8854254 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -8854324.000000 Penalty: 5344.250000
	Iteration 23Q: 3 clusters Score -8854324 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -8854382.000000 Penalty: 5344.250000
	Iteration 24Q: 3 clusters Score -8854382 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -8854472.000000 Penalty: 5344.250000
	Iteration 25Q: 3 clusters Score -8854472 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -8854554.000000 Penalty: 5344.250000
	Iteration 26Q: 3 clusters Score -8854554 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -8854611.000000 Penalty: 5344.250000
	Iteration 27Q: 3 clusters Score -8854611 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -8854645.000000 Penalty: 5344.250000
	Iteration 28Q: 3 clusters Score -8854645 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -8854688.000000 Penalty: 5344.250000
	Iteration 29Q: 3 clusters Score -8854688 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -8854743.000000 Penalty: 5344.250000
	Iteration 30Q: 3 clusters Score -8854743 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -8854798.000000 Penalty: 5344.250000
	Iteration 31Q: 3 clusters Score -8854798 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -8854849.000000 Penalty: 5344.250000
	Iteration 32Q: 3 clusters Score -8854849 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -8854911.000000 Penalty: 5344.250000
	Iteration 33Q: 3 clusters Score -8854911 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -8854957.000000 Penalty: 5344.250000
	Iteration 34Q: 3 clusters Score -8854957 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -8855007.000000 Penalty: 5344.250000
	Iteration 35Q: 3 clusters Score -8855007 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -8855030.000000 Penalty: 5344.250000
	Iteration 36Q: 3 clusters Score -8855030 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -8855067.000000 Penalty: 5344.250000
	Iteration 37Q: 3 clusters Score -8855067 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -8855096.000000 Penalty: 5344.250000
	Iteration 38Q: 3 clusters Score -8855096 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -8855078.000000 Penalty: 5344.250000
	Iteration 39Q: 3 clusters Score -8855078 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -8855114.000000 Penalty: 5344.250000
	Iteration 40F: 3 clusters Score -8855114 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -8855140.000000 Penalty: 5344.250000
	Iteration 41Q: 3 clusters Score -8855140 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -8855180.000000 Penalty: 5344.250000
	Iteration 42Q: 3 clusters Score -8855180 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -8855209.000000 Penalty: 5344.250000
	Iteration 43Q: 3 clusters Score -8855209 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -8855226.000000 Penalty: 5344.250000
	Iteration 44Q: 3 clusters Score -8855226 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -8855211.000000 Penalty: 5344.250000
	Iteration 45Q: 3 clusters Score -8855211 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -8855258.000000 Penalty: 5344.250000
	Iteration 46Q: 3 clusters Score -8855258 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -8855280.000000 Penalty: 5344.250000
	Iteration 47Q: 3 clusters Score -8855280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -8855277.000000 Penalty: 5344.250000
	Iteration 48Q: 3 clusters Score -8855277 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -8855286.000000 Penalty: 5344.250000
	Iteration 49Q: 3 clusters Score -8855286 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -8855291.000000 Penalty: 5344.250000
	Iteration 50Q: 3 clusters Score -8855291 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -8855308.000000 Penalty: 5344.250000
	Iteration 51Q: 3 clusters Score -8855308 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -8855342.000000 Penalty: 5344.250000
	Iteration 52Q: 3 clusters Score -8855342 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -8855361.000000 Penalty: 5344.250000
	Iteration 53Q: 3 clusters Score -8855361 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -8855356.000000 Penalty: 5344.250000
	Iteration 54Q: 3 clusters Score -8855356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -8855376.000000 Penalty: 5344.250000
	Iteration 55Q: 3 clusters Score -8855376 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -8855383.000000 Penalty: 5344.250000
	Iteration 56Q: 3 clusters Score -8855383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -8855416.000000 Penalty: 5344.250000
	Iteration 57Q: 3 clusters Score -8855416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -8855402.000000 Penalty: 5344.250000
	Iteration 58Q: 3 clusters Score -8855402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8855386.000000 Penalty: 5344.250000
	Iteration 59Q: 3 clusters Score -8855386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -8855411.000000 Penalty: 5344.250000
	Iteration 60F: 3 clusters Score -8855411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -8855412.000000 Penalty: 5344.250000
	Iteration 61Q: 3 clusters Score -8855412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -8855427.000000 Penalty: 5344.250000
	Iteration 62Q: 3 clusters Score -8855427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -8855436.000000 Penalty: 5344.250000
	Iteration 63Q: 3 clusters Score -8855436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -8855458.000000 Penalty: 5344.250000
	Iteration 64Q: 3 clusters Score -8855458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -8855467.000000 Penalty: 5344.250000
	Iteration 65Q: 3 clusters Score -8855467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -8855469.000000 Penalty: 5344.250000
	Iteration 66Q: 3 clusters Score -8855469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -8855475.000000 Penalty: 5344.250000
	Iteration 67Q: 3 clusters Score -8855475 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -8855492.000000 Penalty: 5344.250000
	Iteration 68Q: 3 clusters Score -8855492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -8855489.000000 Penalty: 5344.250000
	Iteration 69Q: 3 clusters Score -8855489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -8855502.000000 Penalty: 5344.250000
	Iteration 70Q: 3 clusters Score -8855502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -8855508.000000 Penalty: 5344.250000
	Iteration 71Q: 3 clusters Score -8855508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -8855509.000000 Penalty: 5344.250000
	Iteration 72Q: 3 clusters Score -8855509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -8855517.000000 Penalty: 5344.250000
	Iteration 73Q: 3 clusters Score -8855517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -8855526.000000 Penalty: 5344.250000
	Iteration 74Q: 3 clusters Score -8855526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -8855533.000000 Penalty: 5344.250000
	Iteration 75Q: 3 clusters Score -8855533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -8855538.000000 Penalty: 5344.250000
	Iteration 76Q: 3 clusters Score -8855538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -8855539.000000 Penalty: 5344.250000
	Iteration 77Q: 3 clusters Score -8855539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -8855554.000000 Penalty: 5344.250000
	Iteration 78Q: 3 clusters Score -8855554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -8855567.000000 Penalty: 5344.250000
	Iteration 79Q: 3 clusters Score -8855567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -8855588.000000 Penalty: 5344.250000
	Iteration 80F: 3 clusters Score -8855588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -8855591.000000 Penalty: 5344.250000
	Iteration 81Q: 3 clusters Score -8855591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8855607.000000 Penalty: 5344.250000
	Iteration 82Q: 3 clusters Score -8855607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -8855613.000000 Penalty: 5344.250000
	Iteration 83Q: 3 clusters Score -8855613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -8855619.000000 Penalty: 5344.250000
	Iteration 84Q: 3 clusters Score -8855619 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8855614.000000 Penalty: 5344.250000
	Iteration 85Q: 3 clusters Score -8855614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -8855635.000000 Penalty: 5344.250000
	Iteration 86Q: 3 clusters Score -8855635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -8855644.000000 Penalty: 5344.250000
	Iteration 87Q: 3 clusters Score -8855644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -8855654.000000 Penalty: 5344.250000
	Iteration 88Q: 3 clusters Score -8855654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -8855676.000000 Penalty: 5344.250000
	Iteration 89Q: 3 clusters Score -8855676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -8855679.000000 Penalty: 5344.250000
	Iteration 90Q: 3 clusters Score -8855679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -8855705.000000 Penalty: 5344.250000
	Iteration 91Q: 3 clusters Score -8855705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -8855704.000000 Penalty: 5344.250000
	Iteration 92Q: 3 clusters Score -8855704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -8855717.000000 Penalty: 5344.250000
	Iteration 93Q: 3 clusters Score -8855717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -8855720.000000 Penalty: 5344.250000
	Iteration 94Q: 3 clusters Score -8855720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -8855713.000000 Penalty: 5344.250000
	Iteration 95Q: 3 clusters Score -8855713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -8855722.000000 Penalty: 5344.250000
	Iteration 96Q: 3 clusters Score -8855722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8855744.000000 Penalty: 5344.250000
	Iteration 97Q: 3 clusters Score -8855744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -8855756.000000 Penalty: 5344.250000
	Iteration 98Q: 3 clusters Score -8855756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -8855750.000000 Penalty: 5344.250000
	Iteration 99Q: 3 clusters Score -8855750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8855741.000000 Penalty: 5344.250000
	Iteration 100F: 3 clusters Score -8855741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -8855742.000000 Penalty: 5344.250000
	Iteration 101Q: 3 clusters Score -8855742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8855757.000000 Penalty: 5344.250000
	Iteration 102Q: 3 clusters Score -8855757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8855773.000000 Penalty: 5344.250000
	Iteration 103Q: 3 clusters Score -8855773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8855766.000000 Penalty: 5344.250000
	Iteration 104Q: 3 clusters Score -8855766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -8855768.000000 Penalty: 5344.250000
	Iteration 105Q: 3 clusters Score -8855768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -8855776.000000 Penalty: 5344.250000
	Iteration 106Q: 3 clusters Score -8855776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -8855785.000000 Penalty: 5344.250000
	Iteration 107Q: 3 clusters Score -8855785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -8855778.000000 Penalty: 5344.250000
	Iteration 108Q: 3 clusters Score -8855778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -8855772.000000 Penalty: 5344.250000
	Iteration 109Q: 3 clusters Score -8855772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8855770.000000 Penalty: 5344.250000
	Iteration 110Q: 3 clusters Score -8855770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8855786.000000 Penalty: 5344.250000
	Iteration 111Q: 3 clusters Score -8855786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -8855785.000000 Penalty: 5344.250000
	Iteration 112Q: 3 clusters Score -8855785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8855774.000000 Penalty: 5344.250000
	Iteration 113Q: 3 clusters Score -8855774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -8855775.000000 Penalty: 5344.250000
	Iteration 114Q: 3 clusters Score -8855775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -8855765.000000 Penalty: 5344.250000
	Iteration 115Q: 3 clusters Score -8855765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -8855773.000000 Penalty: 5344.250000
	Iteration 116Q: 3 clusters Score -8855773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8855783.000000 Penalty: 5344.250000
	Iteration 117Q: 3 clusters Score -8855783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8855779.000000 Penalty: 5344.250000
	Iteration 118Q: 3 clusters Score -8855779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -8855774.000000 Penalty: 5344.250000
	Iteration 119Q: 3 clusters Score -8855774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8855783.000000 Penalty: 5344.250000
	Iteration 120F: 3 clusters Score -8855783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -8855777.000000 Penalty: 5344.250000
	Iteration 121Q: 3 clusters Score -8855777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -8855788.000000 Penalty: 5344.250000
	Iteration 122Q: 3 clusters Score -8855788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -8855793.000000 Penalty: 5344.250000
	Iteration 123Q: 3 clusters Score -8855793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -8855800.000000 Penalty: 5344.250000
	Iteration 124Q: 3 clusters Score -8855800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -8855798.000000 Penalty: 5344.250000
	Iteration 125Q: 3 clusters Score -8855798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -8855804.000000 Penalty: 5344.250000
	Iteration 126Q: 3 clusters Score -8855804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -8855801.000000 Penalty: 5344.250000
	Iteration 127Q: 3 clusters Score -8855801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8855798.000000 Penalty: 5344.250000
	Iteration 128Q: 3 clusters Score -8855798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -8855802.000000 Penalty: 5344.250000
	Iteration 129Q: 3 clusters Score -8855802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8855797.000000 Penalty: 5344.250000
	Iteration 130Q: 3 clusters Score -8855797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8855791.000000 Penalty: 5344.250000
	Iteration 131Q: 3 clusters Score -8855791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -8855794.000000 Penalty: 5344.250000
	Iteration 132Q: 3 clusters Score -8855794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8855796.000000 Penalty: 5344.250000
	Iteration 133Q: 3 clusters Score -8855796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8855795.000000 Penalty: 5344.250000
	Iteration 134Q: 3 clusters Score -8855795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8855795.000000 Penalty: 5344.250000
	Iteration 135F: 3 clusters Score -8855795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Entering Unmasked Estep 
Score: -9262621.000000 Penalty: 2681.153076
	Iteration 0F: 2 clusters Score -9262621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -9231198.000000 Penalty: 5362.306152
	Iteration 0F: 3 clusters Score -9231198 nChanged 22926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -9243736.000000 Penalty: 5362.306152
	Iteration 1F: 3 clusters Score -9243736 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -9244173.000000 Penalty: 5362.306152
	Iteration 2Q: 3 clusters Score -9244173 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -9244612.000000 Penalty: 5362.306152
	Iteration 3Q: 3 clusters Score -9244612 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -9245016.000000 Penalty: 5362.306152
	Iteration 4Q: 3 clusters Score -9245016 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -9245513.000000 Penalty: 5362.306152
	Iteration 5Q: 3 clusters Score -9245513 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -9245990.000000 Penalty: 5362.306152
	Iteration 6Q: 3 clusters Score -9245990 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -9246603.000000 Penalty: 5362.306152
	Iteration 7Q: 3 clusters Score -9246603 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -9247345.000000 Penalty: 5362.306152
	Iteration 8Q: 3 clusters Score -9247345 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -9248337.000000 Penalty: 5362.306152
	Iteration 9Q: 3 clusters Score -9248337 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -9249699.000000 Penalty: 5362.306152
	Iteration 10Q: 3 clusters Score -9249699 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -9251325.000000 Penalty: 5362.306152
	Iteration 11Q: 3 clusters Score -9251325 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -9253187.000000 Penalty: 5362.306152
	Iteration 12F: 3 clusters Score -9253187 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -9254639.000000 Penalty: 5362.306152
	Iteration 13Q: 3 clusters Score -9254639 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -9255633.000000 Penalty: 5362.306152
	Iteration 14Q: 3 clusters Score -9255633 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -9256186.000000 Penalty: 5362.306152
	Iteration 15Q: 3 clusters Score -9256186 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -9256505.000000 Penalty: 5362.306152
	Iteration 16Q: 3 clusters Score -9256505 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -9256771.000000 Penalty: 5362.306152
	Iteration 17Q: 3 clusters Score -9256771 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -9257086.000000 Penalty: 5362.306152
	Iteration 18Q: 3 clusters Score -9257086 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -9257435.000000 Penalty: 5362.306152
	Iteration 19Q: 3 clusters Score -9257435 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -9257799.000000 Penalty: 5362.306152
	Iteration 20F: 3 clusters Score -9257799 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -9258186.000000 Penalty: 5362.306152
	Iteration 21Q: 3 clusters Score -9258186 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -9258528.000000 Penalty: 5362.306152
	Iteration 22Q: 3 clusters Score -9258528 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -9258952.000000 Penalty: 5362.306152
	Iteration 23Q: 3 clusters Score -9258952 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -9259282.000000 Penalty: 5362.306152
	Iteration 24Q: 3 clusters Score -9259282 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -9259647.000000 Penalty: 5362.306152
	Iteration 25Q: 3 clusters Score -9259647 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -9259817.000000 Penalty: 5362.306152
	Iteration 26Q: 3 clusters Score -9259817 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -9260027.000000 Penalty: 5362.306152
	Iteration 27Q: 3 clusters Score -9260027 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -9260184.000000 Penalty: 5362.306152
	Iteration 28Q: 3 clusters Score -9260184 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -9260285.000000 Penalty: 5362.306152
	Iteration 29Q: 3 clusters Score -9260285 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9260343.000000 Penalty: 5362.306152
	Iteration 30Q: 3 clusters Score -9260343 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9260419.000000 Penalty: 5362.306152
	Iteration 31Q: 3 clusters Score -9260419 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9260468.000000 Penalty: 5362.306152
	Iteration 32Q: 3 clusters Score -9260468 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9260492.000000 Penalty: 5362.306152
	Iteration 33Q: 3 clusters Score -9260492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9260539.000000 Penalty: 5362.306152
	Iteration 34Q: 3 clusters Score -9260539 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9260537.000000 Penalty: 5362.306152
	Iteration 35Q: 3 clusters Score -9260537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9260547.000000 Penalty: 5362.306152
	Iteration 36Q: 3 clusters Score -9260547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9260565.000000 Penalty: 5362.306152
	Iteration 37Q: 3 clusters Score -9260565 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9260563.000000 Penalty: 5362.306152
	Iteration 38Q: 3 clusters Score -9260563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9260601.000000 Penalty: 5362.306152
	Iteration 39Q: 3 clusters Score -9260601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9260611.000000 Penalty: 5362.306152
	Iteration 40F: 3 clusters Score -9260611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9260613.000000 Penalty: 5362.306152
	Iteration 41Q: 3 clusters Score -9260613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9260640.000000 Penalty: 5362.306152
	Iteration 42Q: 3 clusters Score -9260640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9260631.000000 Penalty: 5362.306152
	Iteration 43Q: 3 clusters Score -9260631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9260628.000000 Penalty: 5362.306152
	Iteration 44Q: 3 clusters Score -9260628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9260628.000000 Penalty: 5362.306152
	Iteration 45Q: 3 clusters Score -9260628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9260635.000000 Penalty: 5362.306152
	Iteration 46Q: 3 clusters Score -9260635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9260634.000000 Penalty: 5362.306152
	Iteration 47Q: 3 clusters Score -9260634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9260628.000000 Penalty: 5362.306152
	Iteration 48Q: 3 clusters Score -9260628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9260637.000000 Penalty: 5362.306152
	Iteration 49Q: 3 clusters Score -9260637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9260640.000000 Penalty: 5362.306152
	Iteration 50Q: 3 clusters Score -9260640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9260640.000000 Penalty: 5362.306152
	Iteration 51Q: 3 clusters Score -9260640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9260636.000000 Penalty: 5362.306152
	Iteration 52Q: 3 clusters Score -9260636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9260639.000000 Penalty: 5362.306152
	Iteration 53Q: 3 clusters Score -9260639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9260631.000000 Penalty: 5362.306152
	Iteration 54Q: 3 clusters Score -9260631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9260631.000000 Penalty: 5362.306152
	Iteration 55F: 3 clusters Score -9260631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -415756.625000 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -415756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -412848.281250 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -412848.3 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -413420.968750 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -413421 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -413642.937500 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -413642.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -413807.906250 Penalty: 3865.209961
	Iteration 3F: 3 clusters Score -413807.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -413906.875000 Penalty: 3865.209961
	Iteration 4Q: 3 clusters Score -413906.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -413990.625000 Penalty: 3865.209961
	Iteration 5Q: 3 clusters Score -413990.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -414060.562500 Penalty: 3865.209961
	Iteration 6Q: 3 clusters Score -414060.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -414124.312500 Penalty: 3865.209961
	Iteration 7Q: 3 clusters Score -414124.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -414165.437500 Penalty: 3865.209961
	Iteration 8Q: 3 clusters Score -414165.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -414201.687500 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -414201.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -414236.781250 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -414236.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -414262.218750 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -414262.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -414281.093750 Penalty: 3865.209961
	Iteration 12Q: 3 clusters Score -414281.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -414300.812500 Penalty: 3865.209961
	Iteration 13Q: 3 clusters Score -414300.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -414318.968750 Penalty: 3865.209961
	Iteration 14Q: 3 clusters Score -414319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -414329.281250 Penalty: 3865.209961
	Iteration 15Q: 3 clusters Score -414329.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -414336.531250 Penalty: 3865.209961
	Iteration 16Q: 3 clusters Score -414336.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -414345.875000 Penalty: 3865.209961
	Iteration 17Q: 3 clusters Score -414345.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -414354.250000 Penalty: 3865.209961
	Iteration 18Q: 3 clusters Score -414354.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -414359.656250 Penalty: 3865.209961
	Iteration 19Q: 3 clusters Score -414359.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -414367.250000 Penalty: 3865.209961
	Iteration 20F: 3 clusters Score -414367.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -414372.500000 Penalty: 3865.209961
	Iteration 21Q: 3 clusters Score -414372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -414374.625000 Penalty: 3865.209961
	Iteration 22Q: 3 clusters Score -414374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -414375.500000 Penalty: 3865.209961
	Iteration 23Q: 3 clusters Score -414375.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -414376.125000 Penalty: 3865.209961
	Iteration 24Q: 3 clusters Score -414376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -414377.031250 Penalty: 3865.209961
	Iteration 25Q: 3 clusters Score -414377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -414377.187500 Penalty: 3865.209961
	Iteration 26Q: 3 clusters Score -414377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -414379.906250 Penalty: 3865.209961
	Iteration 27Q: 3 clusters Score -414379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -414381.031250 Penalty: 3865.209961
	Iteration 28Q: 3 clusters Score -414381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -414382.125000 Penalty: 3865.209961
	Iteration 29Q: 3 clusters Score -414382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -414383.593750 Penalty: 3865.209961
	Iteration 30Q: 3 clusters Score -414383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -414386.156250 Penalty: 3865.209961
	Iteration 31Q: 3 clusters Score -414386.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -414392.406250 Penalty: 3865.209961
	Iteration 32Q: 3 clusters Score -414392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -414394.812500 Penalty: 3865.209961
	Iteration 33Q: 3 clusters Score -414394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -414395.656250 Penalty: 3865.209961
	Iteration 34Q: 3 clusters Score -414395.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -414399.406250 Penalty: 3865.209961
	Iteration 35Q: 3 clusters Score -414399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -414400.718750 Penalty: 3865.209961
	Iteration 36Q: 3 clusters Score -414400.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -414400.718750 Penalty: 3865.209961
	Iteration 37F: 3 clusters Score -414400.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Entering Unmasked Estep 
Score: -9271382.000000 Penalty: 2682.011963
	Iteration 0F: 2 clusters Score -9271382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -9239731.000000 Penalty: 5364.023926
	Iteration 0F: 3 clusters Score -9239731 nChanged 22990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -9252497.000000 Penalty: 5364.023926
	Iteration 1F: 3 clusters Score -9252497 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -9253080.000000 Penalty: 5364.023926
	Iteration 2Q: 3 clusters Score -9253080 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -9253753.000000 Penalty: 5364.023926
	Iteration 3Q: 3 clusters Score -9253753 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -9254555.000000 Penalty: 5364.023926
	Iteration 4Q: 3 clusters Score -9254555 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -9255550.000000 Penalty: 5364.023926
	Iteration 5Q: 3 clusters Score -9255550 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -9256972.000000 Penalty: 5364.023926
	Iteration 6F: 3 clusters Score -9256972 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -9258814.000000 Penalty: 5364.023926
	Iteration 7F: 3 clusters Score -9258814 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -9261024.000000 Penalty: 5364.023926
	Iteration 8F: 3 clusters Score -9261024 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -9263151.000000 Penalty: 5364.023926
	Iteration 9F: 3 clusters Score -9263151 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -9264753.000000 Penalty: 5364.023926
	Iteration 10Q: 3 clusters Score -9264753 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -9265695.000000 Penalty: 5364.023926
	Iteration 11Q: 3 clusters Score -9265695 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -9266321.000000 Penalty: 5364.023926
	Iteration 12Q: 3 clusters Score -9266321 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -9266849.000000 Penalty: 5364.023926
	Iteration 13Q: 3 clusters Score -9266849 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -9267428.000000 Penalty: 5364.023926
	Iteration 14Q: 3 clusters Score -9267428 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -9267975.000000 Penalty: 5364.023926
	Iteration 15Q: 3 clusters Score -9267975 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -9268481.000000 Penalty: 5364.023926
	Iteration 16Q: 3 clusters Score -9268481 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -9268984.000000 Penalty: 5364.023926
	Iteration 17Q: 3 clusters Score -9268984 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -9269284.000000 Penalty: 5364.023926
	Iteration 18Q: 3 clusters Score -9269284 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -9269522.000000 Penalty: 5364.023926
	Iteration 19Q: 3 clusters Score -9269522 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -9269747.000000 Penalty: 5364.023926
	Iteration 20F: 3 clusters Score -9269747 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -9269842.000000 Penalty: 5364.023926
	Iteration 21Q: 3 clusters Score -9269842 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -9269948.000000 Penalty: 5364.023926
	Iteration 22Q: 3 clusters Score -9269948 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -9269994.000000 Penalty: 5364.023926
	Iteration 23Q: 3 clusters Score -9269994 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -9270041.000000 Penalty: 5364.023926
	Iteration 24Q: 3 clusters Score -9270041 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -9270055.000000 Penalty: 5364.023926
	Iteration 25Q: 3 clusters Score -9270055 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -9270070.000000 Penalty: 5364.023926
	Iteration 26Q: 3 clusters Score -9270070 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -9270080.000000 Penalty: 5364.023926
	Iteration 27Q: 3 clusters Score -9270080 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -9270098.000000 Penalty: 5364.023926
	Iteration 28Q: 3 clusters Score -9270098 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -9270065.000000 Penalty: 5364.023926
	Iteration 29Q: 3 clusters Score -9270065 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -9270078.000000 Penalty: 5364.023926
	Iteration 30Q: 3 clusters Score -9270078 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9270065.000000 Penalty: 5364.023926
	Iteration 31Q: 3 clusters Score -9270065 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -9270028.000000 Penalty: 5364.023926
	Iteration 32Q: 3 clusters Score -9270028 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -9270024.000000 Penalty: 5364.023926
	Iteration 33Q: 3 clusters Score -9270024 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9269969.000000 Penalty: 5364.023926
	Iteration 34Q: 3 clusters Score -9269969 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -9269933.000000 Penalty: 5364.023926
	Iteration 35Q: 3 clusters Score -9269933 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9269885.000000 Penalty: 5364.023926
	Iteration 36Q: 3 clusters Score -9269885 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9269834.000000 Penalty: 5364.023926
	Iteration 37Q: 3 clusters Score -9269834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9269831.000000 Penalty: 5364.023926
	Iteration 38Q: 3 clusters Score -9269831 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9269762.000000 Penalty: 5364.023926
	Iteration 39Q: 3 clusters Score -9269762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9269741.000000 Penalty: 5364.023926
	Iteration 40F: 3 clusters Score -9269741 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9269746.000000 Penalty: 5364.023926
	Iteration 41Q: 3 clusters Score -9269746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9269698.000000 Penalty: 5364.023926
	Iteration 42Q: 3 clusters Score -9269698 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9269703.000000 Penalty: 5364.023926
	Iteration 43Q: 3 clusters Score -9269703 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9269674.000000 Penalty: 5364.023926
	Iteration 44Q: 3 clusters Score -9269674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9269672.000000 Penalty: 5364.023926
	Iteration 45Q: 3 clusters Score -9269672 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9269618.000000 Penalty: 5364.023926
	Iteration 46Q: 3 clusters Score -9269618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9269593.000000 Penalty: 5364.023926
	Iteration 47Q: 3 clusters Score -9269593 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9269581.000000 Penalty: 5364.023926
	Iteration 48Q: 3 clusters Score -9269581 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9269572.000000 Penalty: 5364.023926
	Iteration 49Q: 3 clusters Score -9269572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9269568.000000 Penalty: 5364.023926
	Iteration 50Q: 3 clusters Score -9269568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9269589.000000 Penalty: 5364.023926
	Iteration 51Q: 3 clusters Score -9269589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9269571.000000 Penalty: 5364.023926
	Iteration 52Q: 3 clusters Score -9269571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9269541.000000 Penalty: 5364.023926
	Iteration 53Q: 3 clusters Score -9269541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9269545.000000 Penalty: 5364.023926
	Iteration 54Q: 3 clusters Score -9269545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9269541.000000 Penalty: 5364.023926
	Iteration 55Q: 3 clusters Score -9269541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9269524.000000 Penalty: 5364.023926
	Iteration 56Q: 3 clusters Score -9269524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9269524.000000 Penalty: 5364.023926
	Iteration 57Q: 3 clusters Score -9269524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9269522.000000 Penalty: 5364.023926
	Iteration 58Q: 3 clusters Score -9269522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9269514.000000 Penalty: 5364.023926
	Iteration 59Q: 3 clusters Score -9269514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9269514.000000 Penalty: 5364.023926
	Iteration 60F: 3 clusters Score -9269514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9269503.000000 Penalty: 5364.023926
	Iteration 61Q: 3 clusters Score -9269503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9269513.000000 Penalty: 5364.023926
	Iteration 62Q: 3 clusters Score -9269513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9269519.000000 Penalty: 5364.023926
	Iteration 63Q: 3 clusters Score -9269519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9269507.000000 Penalty: 5364.023926
	Iteration 64Q: 3 clusters Score -9269507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9269509.000000 Penalty: 5364.023926
	Iteration 65Q: 3 clusters Score -9269509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9269502.000000 Penalty: 5364.023926
	Iteration 66Q: 3 clusters Score -9269502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9269491.000000 Penalty: 5364.023926
	Iteration 67Q: 3 clusters Score -9269491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9269494.000000 Penalty: 5364.023926
	Iteration 68Q: 3 clusters Score -9269494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9269495.000000 Penalty: 5364.023926
	Iteration 69Q: 3 clusters Score -9269495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9269495.000000 Penalty: 5364.023926
	Iteration 70F: 3 clusters Score -9269495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Entering Unmasked Estep 
Score: -5504320.000000 Penalty: 2561.044678
	Iteration 0F: 2 clusters Score -5504320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -5483235.500000 Penalty: 5122.089355
	Iteration 0F: 3 clusters Score -5483236 nChanged 13743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -5490696.500000 Penalty: 5122.089355
	Iteration 1F: 3 clusters Score -5490696 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -5491134.000000 Penalty: 5122.089355
	Iteration 2Q: 3 clusters Score -5491134 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -5491514.000000 Penalty: 5122.089355
	Iteration 3Q: 3 clusters Score -5491514 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -5491924.000000 Penalty: 5122.089355
	Iteration 4Q: 3 clusters Score -5491924 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -5492344.000000 Penalty: 5122.089355
	Iteration 5Q: 3 clusters Score -5492344 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -5492902.000000 Penalty: 5122.089355
	Iteration 6Q: 3 clusters Score -5492902 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -5493604.500000 Penalty: 5122.089355
	Iteration 7Q: 3 clusters Score -5493604 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5494590.000000 Penalty: 5122.089355
	Iteration 8F: 3 clusters Score -5494590 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -5495934.500000 Penalty: 5122.089355
	Iteration 9F: 3 clusters Score -5495934 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -5497642.500000 Penalty: 5122.089355
	Iteration 10F: 3 clusters Score -5497642 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -5499380.000000 Penalty: 5122.089355
	Iteration 11F: 3 clusters Score -5499380 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5500676.500000 Penalty: 5122.089355
	Iteration 12Q: 3 clusters Score -5500676 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5501415.500000 Penalty: 5122.089355
	Iteration 13Q: 3 clusters Score -5501416 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -5501789.500000 Penalty: 5122.089355
	Iteration 14Q: 3 clusters Score -5501790 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -5501953.000000 Penalty: 5122.089355
	Iteration 15Q: 3 clusters Score -5501953 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -5502051.500000 Penalty: 5122.089355
	Iteration 16Q: 3 clusters Score -5502052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -5502103.500000 Penalty: 5122.089355
	Iteration 17Q: 3 clusters Score -5502104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -5502116.500000 Penalty: 5122.089355
	Iteration 18Q: 3 clusters Score -5502116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -5502128.500000 Penalty: 5122.089355
	Iteration 19Q: 3 clusters Score -5502128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -5502142.000000 Penalty: 5122.089355
	Iteration 20F: 3 clusters Score -5502142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -5502149.500000 Penalty: 5122.089355
	Iteration 21Q: 3 clusters Score -5502150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -5502164.000000 Penalty: 5122.089355
	Iteration 22Q: 3 clusters Score -5502164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -5502160.000000 Penalty: 5122.089355
	Iteration 23Q: 3 clusters Score -5502160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -5502169.500000 Penalty: 5122.089355
	Iteration 24Q: 3 clusters Score -5502170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -5502176.000000 Penalty: 5122.089355
	Iteration 25Q: 3 clusters Score -5502176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -5502176.000000 Penalty: 5122.089355
	Iteration 26F: 3 clusters Score -5502176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -180729.312500 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -180729.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -178858.406250 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -178858.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -179361.546875 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -179361.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -179626.468750 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -179626.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -179828.625000 Penalty: 3498.149658
	Iteration 3F: 3 clusters Score -179828.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -179975.250000 Penalty: 3498.149658
	Iteration 4F: 3 clusters Score -179975.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -180147.437500 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -180147.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -180323.390625 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -180323.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -180391.203125 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -180391.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -180431.265625 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -180431.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -180472.031250 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -180472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -180519.468750 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -180519.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -180597.812500 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -180597.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -180681.343750 Penalty: 3498.149658
	Iteration 12Q: 3 clusters Score -180681.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -180749.687500 Penalty: 3498.149658
	Iteration 13Q: 3 clusters Score -180749.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -180803.078125 Penalty: 3498.149658
	Iteration 14Q: 3 clusters Score -180803.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -180861.109375 Penalty: 3498.149658
	Iteration 15Q: 3 clusters Score -180861.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -180918.984375 Penalty: 3498.149658
	Iteration 16Q: 3 clusters Score -180919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -180947.406250 Penalty: 3498.149658
	Iteration 17Q: 3 clusters Score -180947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -180970.843750 Penalty: 3498.149658
	Iteration 18Q: 3 clusters Score -180970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -180987.781250 Penalty: 3498.149658
	Iteration 19Q: 3 clusters Score -180987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -181020.421875 Penalty: 3498.149658
	Iteration 20F: 3 clusters Score -181020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -181083.031250 Penalty: 3498.149658
	Iteration 21Q: 3 clusters Score -181083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -181107.890625 Penalty: 3498.149658
	Iteration 22Q: 3 clusters Score -181107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -181124.421875 Penalty: 3498.149658
	Iteration 23Q: 3 clusters Score -181124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -181141.734375 Penalty: 3498.149658
	Iteration 24Q: 3 clusters Score -181141.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -181149.453125 Penalty: 3498.149658
	Iteration 25Q: 3 clusters Score -181149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -181162.468750 Penalty: 3498.149658
	Iteration 26Q: 3 clusters Score -181162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -181167.843750 Penalty: 3498.149658
	Iteration 27Q: 3 clusters Score -181167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -181167.843750 Penalty: 3498.149658
	Iteration 28F: 3 clusters Score -181167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 48249 members 
Mstep: Class 3 contains 47796 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 49740 members 
Mstep: Class 7 contains 30540 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 51293 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 44778 members 
Mstep: Class 12 contains 49274 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47412 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43006 members 
Mstep: Class 22 contains 50463 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2702 members 
Mstep: Class 25 contains 296 members 
Entering Unmasked Estep 
Score: -110157448.000000 Penalty: 82516.046875
Splitting cluster 8 changes total score from -110158560.000000 to -110157448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (51293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Entering Unmasked Estep 
Score: -9436177.000000 Penalty: 2689.636719
	Iteration 0F: 2 clusters Score -9436177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -9402860.000000 Penalty: 5379.273438
	Iteration 0F: 3 clusters Score -9402860 nChanged 23701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -9415789.000000 Penalty: 5379.273438
	Iteration 1F: 3 clusters Score -9415789 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -9416314.000000 Penalty: 5379.273438
	Iteration 2Q: 3 clusters Score -9416314 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -9416914.000000 Penalty: 5379.273438
	Iteration 3Q: 3 clusters Score -9416914 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -9417691.000000 Penalty: 5379.273438
	Iteration 4Q: 3 clusters Score -9417691 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -9418826.000000 Penalty: 5379.273438
	Iteration 5Q: 3 clusters Score -9418826 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -9420689.000000 Penalty: 5379.273438
	Iteration 6F: 3 clusters Score -9420689 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -9423331.000000 Penalty: 5379.273438
	Iteration 7F: 3 clusters Score -9423331 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -9426658.000000 Penalty: 5379.273438
	Iteration 8F: 3 clusters Score -9426658 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -9430207.000000 Penalty: 5379.273438
	Iteration 9F: 3 clusters Score -9430207 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -9433183.000000 Penalty: 5379.273438
	Iteration 10Q: 3 clusters Score -9433183 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -9434351.000000 Penalty: 5379.273438
	Iteration 11Q: 3 clusters Score -9434351 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -9434683.000000 Penalty: 5379.273438
	Iteration 12Q: 3 clusters Score -9434683 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -9434840.000000 Penalty: 5379.273438
	Iteration 13Q: 3 clusters Score -9434840 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -9434945.000000 Penalty: 5379.273438
	Iteration 14Q: 3 clusters Score -9434945 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -9435016.000000 Penalty: 5379.273438
	Iteration 15Q: 3 clusters Score -9435016 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -9435059.000000 Penalty: 5379.273438
	Iteration 16Q: 3 clusters Score -9435059 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -9435100.000000 Penalty: 5379.273438
	Iteration 17Q: 3 clusters Score -9435100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -9435122.000000 Penalty: 5379.273438
	Iteration 18Q: 3 clusters Score -9435122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -9435129.000000 Penalty: 5379.273438
	Iteration 19Q: 3 clusters Score -9435129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -9435128.000000 Penalty: 5379.273438
	Iteration 20F: 3 clusters Score -9435128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -9435139.000000 Penalty: 5379.273438
	Iteration 21Q: 3 clusters Score -9435139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -9435153.000000 Penalty: 5379.273438
	Iteration 22Q: 3 clusters Score -9435153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -9435168.000000 Penalty: 5379.273438
	Iteration 23Q: 3 clusters Score -9435168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -9435182.000000 Penalty: 5379.273438
	Iteration 24Q: 3 clusters Score -9435182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -9435181.000000 Penalty: 5379.273438
	Iteration 25Q: 3 clusters Score -9435181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -9435194.000000 Penalty: 5379.273438
	Iteration 26Q: 3 clusters Score -9435194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -9435190.000000 Penalty: 5379.273438
	Iteration 27Q: 3 clusters Score -9435190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -9435194.000000 Penalty: 5379.273438
	Iteration 28Q: 3 clusters Score -9435194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -9435223.000000 Penalty: 5379.273438
	Iteration 29Q: 3 clusters Score -9435223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -9435224.000000 Penalty: 5379.273438
	Iteration 30Q: 3 clusters Score -9435224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -9435227.000000 Penalty: 5379.273438
	Iteration 31Q: 3 clusters Score -9435227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -9435221.000000 Penalty: 5379.273438
	Iteration 32Q: 3 clusters Score -9435221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -9435214.000000 Penalty: 5379.273438
	Iteration 33Q: 3 clusters Score -9435214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -9435199.000000 Penalty: 5379.273438
	Iteration 34Q: 3 clusters Score -9435199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -9435189.000000 Penalty: 5379.273438
	Iteration 35Q: 3 clusters Score -9435189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -9435201.000000 Penalty: 5379.273438
	Iteration 36Q: 3 clusters Score -9435201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -9435204.000000 Penalty: 5379.273438
	Iteration 37Q: 3 clusters Score -9435204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -9435217.000000 Penalty: 5379.273438
	Iteration 38Q: 3 clusters Score -9435217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -9435215.000000 Penalty: 5379.273438
	Iteration 39Q: 3 clusters Score -9435215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -9435221.000000 Penalty: 5379.273438
	Iteration 40F: 3 clusters Score -9435221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -9435222.000000 Penalty: 5379.273438
	Iteration 41Q: 3 clusters Score -9435222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -9435226.000000 Penalty: 5379.273438
	Iteration 42Q: 3 clusters Score -9435226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -9435226.000000 Penalty: 5379.273438
	Iteration 43F: 3 clusters Score -9435226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -888758.187500 Penalty: 2101.623047
	Iteration 0F: 2 clusters Score -888758.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -884353.625000 Penalty: 4203.246094
	Iteration 0F: 3 clusters Score -884353.6 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -885343.875000 Penalty: 4203.246094
	Iteration 1F: 3 clusters Score -885343.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -885548.250000 Penalty: 4203.246094
	Iteration 2F: 3 clusters Score -885548.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -885660.687500 Penalty: 4203.246094
	Iteration 3Q: 3 clusters Score -885660.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -885732.000000 Penalty: 4203.246094
	Iteration 4Q: 3 clusters Score -885732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -885780.562500 Penalty: 4203.246094
	Iteration 5Q: 3 clusters Score -885780.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -885824.875000 Penalty: 4203.246094
	Iteration 6Q: 3 clusters Score -885824.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -885863.375000 Penalty: 4203.246094
	Iteration 7Q: 3 clusters Score -885863.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -885889.312500 Penalty: 4203.246094
	Iteration 8Q: 3 clusters Score -885889.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -885908.687500 Penalty: 4203.246094
	Iteration 9Q: 3 clusters Score -885908.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -885931.375000 Penalty: 4203.246094
	Iteration 10Q: 3 clusters Score -885931.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -885957.812500 Penalty: 4203.246094
	Iteration 11Q: 3 clusters Score -885957.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -885991.000000 Penalty: 4203.246094
	Iteration 12Q: 3 clusters Score -885991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -886026.437500 Penalty: 4203.246094
	Iteration 13Q: 3 clusters Score -886026.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -886061.062500 Penalty: 4203.246094
	Iteration 14Q: 3 clusters Score -886061.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -886092.562500 Penalty: 4203.246094
	Iteration 15Q: 3 clusters Score -886092.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -886123.125000 Penalty: 4203.246094
	Iteration 16Q: 3 clusters Score -886123.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -886151.125000 Penalty: 4203.246094
	Iteration 17Q: 3 clusters Score -886151.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -886182.000000 Penalty: 4203.246094
	Iteration 18Q: 3 clusters Score -886182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -886229.437500 Penalty: 4203.246094
	Iteration 19Q: 3 clusters Score -886229.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -886294.187500 Penalty: 4203.246094
	Iteration 20F: 3 clusters Score -886294.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -886365.125000 Penalty: 4203.246094
	Iteration 21Q: 3 clusters Score -886365.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -886431.062500 Penalty: 4203.246094
	Iteration 22Q: 3 clusters Score -886431.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -886507.000000 Penalty: 4203.246094
	Iteration 23Q: 3 clusters Score -886507 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -886604.625000 Penalty: 4203.246094
	Iteration 24Q: 3 clusters Score -886604.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -886664.437500 Penalty: 4203.246094
	Iteration 25Q: 3 clusters Score -886664.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -886712.687500 Penalty: 4203.246094
	Iteration 26Q: 3 clusters Score -886712.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -886758.500000 Penalty: 4203.246094
	Iteration 27Q: 3 clusters Score -886758.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -886794.750000 Penalty: 4203.246094
	Iteration 28Q: 3 clusters Score -886794.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -886828.687500 Penalty: 4203.246094
	Iteration 29Q: 3 clusters Score -886828.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -886855.375000 Penalty: 4203.246094
	Iteration 30Q: 3 clusters Score -886855.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -886885.937500 Penalty: 4203.246094
	Iteration 31Q: 3 clusters Score -886885.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -886906.250000 Penalty: 4203.246094
	Iteration 32Q: 3 clusters Score -886906.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -886920.312500 Penalty: 4203.246094
	Iteration 33Q: 3 clusters Score -886920.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -886933.125000 Penalty: 4203.246094
	Iteration 34Q: 3 clusters Score -886933.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -886943.937500 Penalty: 4203.246094
	Iteration 35Q: 3 clusters Score -886943.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -886954.562500 Penalty: 4203.246094
	Iteration 36Q: 3 clusters Score -886954.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -886962.000000 Penalty: 4203.246094
	Iteration 37Q: 3 clusters Score -886962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -886970.250000 Penalty: 4203.246094
	Iteration 38Q: 3 clusters Score -886970.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -886978.437500 Penalty: 4203.246094
	Iteration 39Q: 3 clusters Score -886978.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -886991.625000 Penalty: 4203.246094
	Iteration 40F: 3 clusters Score -886991.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -887000.000000 Penalty: 4203.246094
	Iteration 41Q: 3 clusters Score -887000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -887001.937500 Penalty: 4203.246094
	Iteration 42Q: 3 clusters Score -887001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -887004.375000 Penalty: 4203.246094
	Iteration 43Q: 3 clusters Score -887004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -887004.812500 Penalty: 4203.246094
	Iteration 44Q: 3 clusters Score -887004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -887006.750000 Penalty: 4203.246094
	Iteration 45Q: 3 clusters Score -887006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -887008.375000 Penalty: 4203.246094
	Iteration 46Q: 3 clusters Score -887008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -887009.125000 Penalty: 4203.246094
	Iteration 47Q: 3 clusters Score -887009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -887011.312500 Penalty: 4203.246094
	Iteration 48Q: 3 clusters Score -887011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -887013.000000 Penalty: 4203.246094
	Iteration 49Q: 3 clusters Score -887013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -887015.187500 Penalty: 4203.246094
	Iteration 50Q: 3 clusters Score -887015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -887015.750000 Penalty: 4203.246094
	Iteration 51Q: 3 clusters Score -887015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -887015.875000 Penalty: 4203.246094
	Iteration 52Q: 3 clusters Score -887015.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -887015.750000 Penalty: 4203.246094
	Iteration 53Q: 3 clusters Score -887015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -887015.750000 Penalty: 4203.246094
	Iteration 54F: 3 clusters Score -887015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Entering Unmasked Estep 
Score: -8332926.000000 Penalty: 2655.949219
	Iteration 0F: 2 clusters Score -8332926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -8303678.000000 Penalty: 5311.898438
	Iteration 0F: 3 clusters Score -8303678 nChanged 20412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -8314970.000000 Penalty: 5311.898438
	Iteration 1F: 3 clusters Score -8314970 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -8315899.000000 Penalty: 5311.898438
	Iteration 2Q: 3 clusters Score -8315899 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -8317056.500000 Penalty: 5311.898438
	Iteration 3F: 3 clusters Score -8317056 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -8318695.000000 Penalty: 5311.898438
	Iteration 4F: 3 clusters Score -8318695 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -8320809.000000 Penalty: 5311.898438
	Iteration 5F: 3 clusters Score -8320809 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -8323612.000000 Penalty: 5311.898438
	Iteration 6F: 3 clusters Score -8323612 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -8326585.500000 Penalty: 5311.898438
	Iteration 7F: 3 clusters Score -8326586 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -8328891.000000 Penalty: 5311.898438
	Iteration 8F: 3 clusters Score -8328891 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -8330149.000000 Penalty: 5311.898438
	Iteration 9Q: 3 clusters Score -8330149 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -8330755.500000 Penalty: 5311.898438
	Iteration 10Q: 3 clusters Score -8330756 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -8331102.000000 Penalty: 5311.898438
	Iteration 11Q: 3 clusters Score -8331102 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -8331310.500000 Penalty: 5311.898438
	Iteration 12Q: 3 clusters Score -8331310 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -8331460.500000 Penalty: 5311.898438
	Iteration 13Q: 3 clusters Score -8331460 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -8331578.000000 Penalty: 5311.898438
	Iteration 14Q: 3 clusters Score -8331578 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -8331659.000000 Penalty: 5311.898438
	Iteration 15Q: 3 clusters Score -8331659 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -8331756.000000 Penalty: 5311.898438
	Iteration 16Q: 3 clusters Score -8331756 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -8331790.000000 Penalty: 5311.898438
	Iteration 17Q: 3 clusters Score -8331790 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -8331832.500000 Penalty: 5311.898438
	Iteration 18Q: 3 clusters Score -8331832 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -8331863.500000 Penalty: 5311.898438
	Iteration 19Q: 3 clusters Score -8331864 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -8331930.500000 Penalty: 5311.898438
	Iteration 20F: 3 clusters Score -8331930 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -8331955.500000 Penalty: 5311.898438
	Iteration 21Q: 3 clusters Score -8331956 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -8331976.500000 Penalty: 5311.898438
	Iteration 22Q: 3 clusters Score -8331976 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -8331958.500000 Penalty: 5311.898438
	Iteration 23Q: 3 clusters Score -8331958 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -8331984.000000 Penalty: 5311.898438
	Iteration 24Q: 3 clusters Score -8331984 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -8331972.000000 Penalty: 5311.898438
	Iteration 25Q: 3 clusters Score -8331972 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -8331970.000000 Penalty: 5311.898438
	Iteration 26Q: 3 clusters Score -8331970 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -8331969.000000 Penalty: 5311.898438
	Iteration 27Q: 3 clusters Score -8331969 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -8331962.500000 Penalty: 5311.898438
	Iteration 28Q: 3 clusters Score -8331962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -8331967.500000 Penalty: 5311.898438
	Iteration 29Q: 3 clusters Score -8331968 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -8331955.000000 Penalty: 5311.898438
	Iteration 30Q: 3 clusters Score -8331955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -8331967.500000 Penalty: 5311.898438
	Iteration 31Q: 3 clusters Score -8331968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -8331980.000000 Penalty: 5311.898438
	Iteration 32Q: 3 clusters Score -8331980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -8331978.500000 Penalty: 5311.898438
	Iteration 33Q: 3 clusters Score -8331978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8331979.500000 Penalty: 5311.898438
	Iteration 34Q: 3 clusters Score -8331980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -8331980.000000 Penalty: 5311.898438
	Iteration 35Q: 3 clusters Score -8331980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -8331969.500000 Penalty: 5311.898438
	Iteration 36Q: 3 clusters Score -8331970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8331976.000000 Penalty: 5311.898438
	Iteration 37Q: 3 clusters Score -8331976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -8331971.000000 Penalty: 5311.898438
	Iteration 38Q: 3 clusters Score -8331971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8331956.500000 Penalty: 5311.898438
	Iteration 39Q: 3 clusters Score -8331956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -8331956.000000 Penalty: 5311.898438
	Iteration 40F: 3 clusters Score -8331956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -8331955.500000 Penalty: 5311.898438
	Iteration 41Q: 3 clusters Score -8331956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -8331959.000000 Penalty: 5311.898438
	Iteration 42Q: 3 clusters Score -8331959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -8331955.000000 Penalty: 5311.898438
	Iteration 43Q: 3 clusters Score -8331955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -8331959.000000 Penalty: 5311.898438
	Iteration 44Q: 3 clusters Score -8331959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -8331942.500000 Penalty: 5311.898438
	Iteration 45Q: 3 clusters Score -8331942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -8331939.500000 Penalty: 5311.898438
	Iteration 46Q: 3 clusters Score -8331940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -8331939.500000 Penalty: 5311.898438
	Iteration 47Q: 3 clusters Score -8331940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -8331946.500000 Penalty: 5311.898438
	Iteration 48Q: 3 clusters Score -8331946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -8331937.000000 Penalty: 5311.898438
	Iteration 49Q: 3 clusters Score -8331937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -8331938.500000 Penalty: 5311.898438
	Iteration 50Q: 3 clusters Score -8331938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -8331943.000000 Penalty: 5311.898438
	Iteration 51Q: 3 clusters Score -8331943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -8331934.500000 Penalty: 5311.898438
	Iteration 52Q: 3 clusters Score -8331934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8331938.500000 Penalty: 5311.898438
	Iteration 53Q: 3 clusters Score -8331938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -8331935.000000 Penalty: 5311.898438
	Iteration 54Q: 3 clusters Score -8331935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8331939.000000 Penalty: 5311.898438
	Iteration 55Q: 3 clusters Score -8331939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -8331945.000000 Penalty: 5311.898438
	Iteration 56Q: 3 clusters Score -8331945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -8331939.500000 Penalty: 5311.898438
	Iteration 57Q: 3 clusters Score -8331940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -8331935.000000 Penalty: 5311.898438
	Iteration 58Q: 3 clusters Score -8331935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -8331940.000000 Penalty: 5311.898438
	Iteration 59Q: 3 clusters Score -8331940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -8331955.000000 Penalty: 5311.898438
	Iteration 60F: 3 clusters Score -8331955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -8331946.000000 Penalty: 5311.898438
	Iteration 61Q: 3 clusters Score -8331946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -8331949.500000 Penalty: 5311.898438
	Iteration 62Q: 3 clusters Score -8331950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -8331954.500000 Penalty: 5311.898438
	Iteration 63Q: 3 clusters Score -8331954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -8331950.500000 Penalty: 5311.898438
	Iteration 64Q: 3 clusters Score -8331950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -8331954.000000 Penalty: 5311.898438
	Iteration 65Q: 3 clusters Score -8331954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -8331950.500000 Penalty: 5311.898438
	Iteration 66Q: 3 clusters Score -8331950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -8331951.000000 Penalty: 5311.898438
	Iteration 67Q: 3 clusters Score -8331951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -8331953.000000 Penalty: 5311.898438
	Iteration 68Q: 3 clusters Score -8331953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -8331953.000000 Penalty: 5311.898438
	Iteration 69F: 3 clusters Score -8331953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Entering Unmasked Estep 
Score: -9222594.000000 Penalty: 2679.677734
	Iteration 0F: 2 clusters Score -9222594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -9191912.000000 Penalty: 5359.355469
	Iteration 0F: 3 clusters Score -9191912 nChanged 22688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -9204591.000000 Penalty: 5359.355469
	Iteration 1F: 3 clusters Score -9204591 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -9205120.000000 Penalty: 5359.355469
	Iteration 2Q: 3 clusters Score -9205120 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -9205651.000000 Penalty: 5359.355469
	Iteration 3Q: 3 clusters Score -9205651 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -9206214.000000 Penalty: 5359.355469
	Iteration 4Q: 3 clusters Score -9206214 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -9206890.000000 Penalty: 5359.355469
	Iteration 5Q: 3 clusters Score -9206890 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -9207626.000000 Penalty: 5359.355469
	Iteration 6Q: 3 clusters Score -9207626 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -9208732.000000 Penalty: 5359.355469
	Iteration 7Q: 3 clusters Score -9208732 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -9210191.000000 Penalty: 5359.355469
	Iteration 8Q: 3 clusters Score -9210191 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -9211959.000000 Penalty: 5359.355469
	Iteration 9F: 3 clusters Score -9211959 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -9213727.000000 Penalty: 5359.355469
	Iteration 10F: 3 clusters Score -9213727 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -9214923.000000 Penalty: 5359.355469
	Iteration 11Q: 3 clusters Score -9214923 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -9215435.000000 Penalty: 5359.355469
	Iteration 12Q: 3 clusters Score -9215435 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -9215770.000000 Penalty: 5359.355469
	Iteration 13Q: 3 clusters Score -9215770 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -9216023.000000 Penalty: 5359.355469
	Iteration 14Q: 3 clusters Score -9216023 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -9216259.000000 Penalty: 5359.355469
	Iteration 15Q: 3 clusters Score -9216259 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -9216539.000000 Penalty: 5359.355469
	Iteration 16Q: 3 clusters Score -9216539 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -9216838.000000 Penalty: 5359.355469
	Iteration 17Q: 3 clusters Score -9216838 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -9217262.000000 Penalty: 5359.355469
	Iteration 18Q: 3 clusters Score -9217262 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -9217556.000000 Penalty: 5359.355469
	Iteration 19Q: 3 clusters Score -9217556 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -9217849.000000 Penalty: 5359.355469
	Iteration 20F: 3 clusters Score -9217849 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -9218187.000000 Penalty: 5359.355469
	Iteration 21Q: 3 clusters Score -9218187 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -9218613.000000 Penalty: 5359.355469
	Iteration 22Q: 3 clusters Score -9218613 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -9218967.000000 Penalty: 5359.355469
	Iteration 23Q: 3 clusters Score -9218967 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -9219211.000000 Penalty: 5359.355469
	Iteration 24Q: 3 clusters Score -9219211 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -9219512.000000 Penalty: 5359.355469
	Iteration 25Q: 3 clusters Score -9219512 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -9219766.000000 Penalty: 5359.355469
	Iteration 26Q: 3 clusters Score -9219766 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9220080.000000 Penalty: 5359.355469
	Iteration 27Q: 3 clusters Score -9220080 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -9220280.000000 Penalty: 5359.355469
	Iteration 28Q: 3 clusters Score -9220280 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9220372.000000 Penalty: 5359.355469
	Iteration 29Q: 3 clusters Score -9220372 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9220426.000000 Penalty: 5359.355469
	Iteration 30Q: 3 clusters Score -9220426 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9220397.000000 Penalty: 5359.355469
	Iteration 31Q: 3 clusters Score -9220397 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9220398.000000 Penalty: 5359.355469
	Iteration 32Q: 3 clusters Score -9220398 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9220385.000000 Penalty: 5359.355469
	Iteration 33Q: 3 clusters Score -9220385 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9220409.000000 Penalty: 5359.355469
	Iteration 34Q: 3 clusters Score -9220409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9220390.000000 Penalty: 5359.355469
	Iteration 35Q: 3 clusters Score -9220390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9220414.000000 Penalty: 5359.355469
	Iteration 36Q: 3 clusters Score -9220414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9220420.000000 Penalty: 5359.355469
	Iteration 37Q: 3 clusters Score -9220420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9220414.000000 Penalty: 5359.355469
	Iteration 38Q: 3 clusters Score -9220414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9220424.000000 Penalty: 5359.355469
	Iteration 39Q: 3 clusters Score -9220424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9220427.000000 Penalty: 5359.355469
	Iteration 40F: 3 clusters Score -9220427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9220439.000000 Penalty: 5359.355469
	Iteration 41Q: 3 clusters Score -9220439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9220442.000000 Penalty: 5359.355469
	Iteration 42Q: 3 clusters Score -9220442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9220445.000000 Penalty: 5359.355469
	Iteration 43Q: 3 clusters Score -9220445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9220453.000000 Penalty: 5359.355469
	Iteration 44Q: 3 clusters Score -9220453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9220447.000000 Penalty: 5359.355469
	Iteration 45Q: 3 clusters Score -9220447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9220452.000000 Penalty: 5359.355469
	Iteration 46Q: 3 clusters Score -9220452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9220452.000000 Penalty: 5359.355469
	Iteration 47Q: 3 clusters Score -9220452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9220456.000000 Penalty: 5359.355469
	Iteration 48Q: 3 clusters Score -9220456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9220456.000000 Penalty: 5359.355469
	Iteration 49F: 3 clusters Score -9220456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Entering Unmasked Estep 
Score: -9159778.000000 Penalty: 2677.605469
	Iteration 0F: 2 clusters Score -9159778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -9128727.000000 Penalty: 5355.210938
	Iteration 0F: 3 clusters Score -9128727 nChanged 22553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -9141437.000000 Penalty: 5355.210938
	Iteration 1F: 3 clusters Score -9141437 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -9142143.000000 Penalty: 5355.210938
	Iteration 2Q: 3 clusters Score -9142143 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -9142871.000000 Penalty: 5355.210938
	Iteration 3Q: 3 clusters Score -9142871 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -9143555.000000 Penalty: 5355.210938
	Iteration 4Q: 3 clusters Score -9143555 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -9144394.000000 Penalty: 5355.210938
	Iteration 5Q: 3 clusters Score -9144394 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -9145605.000000 Penalty: 5355.210938
	Iteration 6Q: 3 clusters Score -9145605 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -9147426.000000 Penalty: 5355.210938
	Iteration 7F: 3 clusters Score -9147426 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -9149993.000000 Penalty: 5355.210938
	Iteration 8F: 3 clusters Score -9149993 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -9153069.000000 Penalty: 5355.210938
	Iteration 9F: 3 clusters Score -9153069 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -9155622.000000 Penalty: 5355.210938
	Iteration 10F: 3 clusters Score -9155622 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -9156844.000000 Penalty: 5355.210938
	Iteration 11Q: 3 clusters Score -9156844 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -9157267.000000 Penalty: 5355.210938
	Iteration 12Q: 3 clusters Score -9157267 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -9157403.000000 Penalty: 5355.210938
	Iteration 13Q: 3 clusters Score -9157403 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -9157444.000000 Penalty: 5355.210938
	Iteration 14Q: 3 clusters Score -9157444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -9157478.000000 Penalty: 5355.210938
	Iteration 15Q: 3 clusters Score -9157478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -9157477.000000 Penalty: 5355.210938
	Iteration 16Q: 3 clusters Score -9157477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -9157500.000000 Penalty: 5355.210938
	Iteration 17Q: 3 clusters Score -9157500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -9157502.000000 Penalty: 5355.210938
	Iteration 18Q: 3 clusters Score -9157502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -9157514.000000 Penalty: 5355.210938
	Iteration 19Q: 3 clusters Score -9157514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -9157514.000000 Penalty: 5355.210938
	Iteration 20F: 3 clusters Score -9157514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -65666.890625 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -65666.89 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 202 members 
Entering Unmasked Estep 
Score: -64334.371094 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -64334.37 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64522.929688 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -64522.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64634.902344 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -64634.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64857.500000 Penalty: 2968.032471
	Iteration 3F: 3 clusters Score -64857.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64972.988281 Penalty: 2968.032471
	Iteration 4F: 3 clusters Score -64972.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64996.140625 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -64996.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65026.351562 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -65026.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65041.945312 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -65041.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65058.820312 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -65058.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65114.890625 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -65114.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65178.171875 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -65178.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65189.621094 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -65189.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65196.613281 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -65196.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65196.613281 Penalty: 2968.032471
	Iteration 13F: 3 clusters Score -65196.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Entering Unmasked Estep 
Score: -8768101.000000 Penalty: 2670.124268
	Iteration 0F: 2 clusters Score -8768101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -8736468.000000 Penalty: 5340.248535
	Iteration 0F: 3 clusters Score -8736468 nChanged 21851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -8748239.000000 Penalty: 5340.248535
	Iteration 1F: 3 clusters Score -8748239 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -8748770.000000 Penalty: 5340.248535
	Iteration 2Q: 3 clusters Score -8748770 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -8749356.000000 Penalty: 5340.248535
	Iteration 3Q: 3 clusters Score -8749356 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -8750177.000000 Penalty: 5340.248535
	Iteration 4Q: 3 clusters Score -8750177 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -8751622.000000 Penalty: 5340.248535
	Iteration 5F: 3 clusters Score -8751622 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -8754148.000000 Penalty: 5340.248535
	Iteration 6F: 3 clusters Score -8754148 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -8757825.000000 Penalty: 5340.248535
	Iteration 7F: 3 clusters Score -8757825 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -8761659.000000 Penalty: 5340.248535
	Iteration 8F: 3 clusters Score -8761659 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8764184.000000 Penalty: 5340.248535
	Iteration 9F: 3 clusters Score -8764184 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8765269.000000 Penalty: 5340.248535
	Iteration 10Q: 3 clusters Score -8765269 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8765598.000000 Penalty: 5340.248535
	Iteration 11Q: 3 clusters Score -8765598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8765700.000000 Penalty: 5340.248535
	Iteration 12Q: 3 clusters Score -8765700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8765739.000000 Penalty: 5340.248535
	Iteration 13Q: 3 clusters Score -8765739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8765757.000000 Penalty: 5340.248535
	Iteration 14Q: 3 clusters Score -8765757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8765764.000000 Penalty: 5340.248535
	Iteration 15Q: 3 clusters Score -8765764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8765777.000000 Penalty: 5340.248535
	Iteration 16Q: 3 clusters Score -8765777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8765778.000000 Penalty: 5340.248535
	Iteration 17Q: 3 clusters Score -8765778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8765781.000000 Penalty: 5340.248535
	Iteration 18Q: 3 clusters Score -8765781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8765781.000000 Penalty: 5340.248535
	Iteration 19Q: 3 clusters Score -8765781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8765785.000000 Penalty: 5340.248535
	Iteration 20F: 3 clusters Score -8765785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8765780.000000 Penalty: 5340.248535
	Iteration 21Q: 3 clusters Score -8765780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8765788.000000 Penalty: 5340.248535
	Iteration 22Q: 3 clusters Score -8765788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8765800.000000 Penalty: 5340.248535
	Iteration 23Q: 3 clusters Score -8765800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8765801.000000 Penalty: 5340.248535
	Iteration 24Q: 3 clusters Score -8765801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8765823.000000 Penalty: 5340.248535
	Iteration 25Q: 3 clusters Score -8765823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8765820.000000 Penalty: 5340.248535
	Iteration 26Q: 3 clusters Score -8765820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8765820.000000 Penalty: 5340.248535
	Iteration 27F: 3 clusters Score -8765820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -47368.062500 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -47368.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46012.148438 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -46012.15 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46293.257812 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -46293.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46466.066406 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -46466.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46655.316406 Penalty: 3032.386475
	Iteration 3F: 3 clusters Score -46655.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46754.246094 Penalty: 3032.386475
	Iteration 4F: 3 clusters Score -46754.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46786.835938 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -46786.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46796.234375 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -46796.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46796.921875 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -46796.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46798.464844 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -46798.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46800.171875 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -46800.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46800.171875 Penalty: 3032.386475
	Iteration 10F: 3 clusters Score -46800.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -19094.111328 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -19094.11 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 133 members 
Entering Unmasked Estep 
Score: -18053.681641 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -18053.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18232.919922 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -18232.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18298.398438 Penalty: 2744.561279
	Iteration 2F: 3 clusters Score -18298.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18349.275391 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18349.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18376.648438 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -18376.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18383.558594 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -18383.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18383.558594 Penalty: 2744.561279
	Iteration 6F: 3 clusters Score -18383.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -105354.726562 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -105354.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103793.867188 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -103793.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -104073.546875 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -104073.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -104184.312500 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -104184.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -104272.820312 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -104272.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -104309.132812 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -104309.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -104337.218750 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -104337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -104359.437500 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -104359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -104373.179688 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -104373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -104395.609375 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -104395.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -104430.625000 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -104430.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -104449.359375 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -104449.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -104461.625000 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -104461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -104472.757812 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -104472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -104488.093750 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -104488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -104500.406250 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -104500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -104510.500000 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -104510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -104520.148438 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -104520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -104520.148438 Penalty: 3178.630371
	Iteration 17F: 3 clusters Score -104520.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -177431.031250 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -177431 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 514 members 
Entering Unmasked Estep 
Score: -175546.890625 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -175546.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -175966.656250 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -175966.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -176206.687500 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -176206.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -176374.031250 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -176374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -176474.109375 Penalty: 3438.494141
	Iteration 4F: 3 clusters Score -176474.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -176539.406250 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -176539.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -176635.765625 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -176635.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -176672.093750 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -176672.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176711.859375 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -176711.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -176744.296875 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -176744.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -176765.515625 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -176765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -176782.187500 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -176782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176787.375000 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -176787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176799.546875 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -176799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176811.390625 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -176811.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176822.500000 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -176822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -176828.656250 Penalty: 3438.494141
	Iteration 16Q: 3 clusters Score -176828.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -176833.359375 Penalty: 3438.494141
	Iteration 17Q: 3 clusters Score -176833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -176838.359375 Penalty: 3438.494141
	Iteration 18Q: 3 clusters Score -176838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176839.593750 Penalty: 3438.494141
	Iteration 19Q: 3 clusters Score -176839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176840.562500 Penalty: 3438.494141
	Iteration 20F: 3 clusters Score -176840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -176843.250000 Penalty: 3438.494141
	Iteration 21Q: 3 clusters Score -176843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -176849.890625 Penalty: 3438.494141
	Iteration 22Q: 3 clusters Score -176849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -176859.500000 Penalty: 3438.494141
	Iteration 23Q: 3 clusters Score -176859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -176864.578125 Penalty: 3438.494141
	Iteration 24Q: 3 clusters Score -176864.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -176871.359375 Penalty: 3438.494141
	Iteration 25Q: 3 clusters Score -176871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -176894.843750 Penalty: 3438.494141
	Iteration 26Q: 3 clusters Score -176894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176927.843750 Penalty: 3438.494141
	Iteration 27Q: 3 clusters Score -176927.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -176957.453125 Penalty: 3438.494141
	Iteration 28Q: 3 clusters Score -176957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -176971.203125 Penalty: 3438.494141
	Iteration 29Q: 3 clusters Score -176971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -176981.265625 Penalty: 3438.494141
	Iteration 30Q: 3 clusters Score -176981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176994.656250 Penalty: 3438.494141
	Iteration 31Q: 3 clusters Score -176994.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -177001.875000 Penalty: 3438.494141
	Iteration 32Q: 3 clusters Score -177001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -177006.468750 Penalty: 3438.494141
	Iteration 33Q: 3 clusters Score -177006.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177009.062500 Penalty: 3438.494141
	Iteration 34Q: 3 clusters Score -177009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -177010.468750 Penalty: 3438.494141
	Iteration 35Q: 3 clusters Score -177010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177012.484375 Penalty: 3438.494141
	Iteration 36Q: 3 clusters Score -177012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -177014.734375 Penalty: 3438.494141
	Iteration 37Q: 3 clusters Score -177014.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -177014.734375 Penalty: 3438.494141
	Iteration 38F: 3 clusters Score -177014.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -71639.890625 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -71639.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70188.328125 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -70188.33 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70576.835938 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -70576.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70784.132812 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -70784.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70939.382812 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -70939.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71113.007812 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -71113.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71242.265625 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -71242.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71311.828125 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -71311.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71377.406250 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -71377.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71453.218750 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -71453.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71530.679688 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -71530.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71583.796875 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -71583.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71651.617188 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -71651.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71663.085938 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -71663.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71706.289062 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -71706.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71824.351562 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -71824.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71917.804688 Penalty: 3136.882080
	Iteration 15Q: 3 clusters Score -71917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71949.515625 Penalty: 3136.882080
	Iteration 16Q: 3 clusters Score -71949.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -71995.960938 Penalty: 3136.882080
	Iteration 17Q: 3 clusters Score -71995.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72009.351562 Penalty: 3136.882080
	Iteration 18Q: 3 clusters Score -72009.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72009.351562 Penalty: 3136.882080
	Iteration 19F: 3 clusters Score -72009.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 48249 members 
Mstep: Class 3 contains 47796 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 49740 members 
Mstep: Class 7 contains 30540 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51293 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 44778 members 
Mstep: Class 12 contains 49274 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47412 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 43006 members 
Mstep: Class 22 contains 50463 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2702 members 
Mstep: Class 25 contains 202 members 
Entering Unmasked Estep 
Score: -110157176.000000 Penalty: 82516.046875
Splitting cluster 20 changes total score from -110158560.000000 to -110157176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (43006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Entering Unmasked Estep 
Score: -7985141.000000 Penalty: 2645.935547
	Iteration 0F: 2 clusters Score -7985141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -7956406.000000 Penalty: 5291.871094
	Iteration 0F: 3 clusters Score -7956406 nChanged 19726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -7967004.000000 Penalty: 5291.871094
	Iteration 1F: 3 clusters Score -7967004 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -7967498.000000 Penalty: 5291.871094
	Iteration 2Q: 3 clusters Score -7967498 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -7967895.000000 Penalty: 5291.871094
	Iteration 3Q: 3 clusters Score -7967895 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -7968187.500000 Penalty: 5291.871094
	Iteration 4Q: 3 clusters Score -7968188 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -7968441.000000 Penalty: 5291.871094
	Iteration 5Q: 3 clusters Score -7968441 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -7968670.500000 Penalty: 5291.871094
	Iteration 6Q: 3 clusters Score -7968670 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -7968911.000000 Penalty: 5291.871094
	Iteration 7Q: 3 clusters Score -7968911 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -7969345.500000 Penalty: 5291.871094
	Iteration 8Q: 3 clusters Score -7969346 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -7969907.500000 Penalty: 5291.871094
	Iteration 9Q: 3 clusters Score -7969908 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -7970689.500000 Penalty: 5291.871094
	Iteration 10Q: 3 clusters Score -7970690 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -7971572.500000 Penalty: 5291.871094
	Iteration 11Q: 3 clusters Score -7971572 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -7972667.500000 Penalty: 5291.871094
	Iteration 12Q: 3 clusters Score -7972668 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -7974082.000000 Penalty: 5291.871094
	Iteration 13Q: 3 clusters Score -7974082 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -7975665.000000 Penalty: 5291.871094
	Iteration 14F: 3 clusters Score -7975665 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -7977100.500000 Penalty: 5291.871094
	Iteration 15F: 3 clusters Score -7977100 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -7978017.000000 Penalty: 5291.871094
	Iteration 16Q: 3 clusters Score -7978017 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -7978468.500000 Penalty: 5291.871094
	Iteration 17Q: 3 clusters Score -7978468 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -7978753.000000 Penalty: 5291.871094
	Iteration 18Q: 3 clusters Score -7978753 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -7978858.500000 Penalty: 5291.871094
	Iteration 19Q: 3 clusters Score -7978858 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -7978971.000000 Penalty: 5291.871094
	Iteration 20F: 3 clusters Score -7978971 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -7979090.500000 Penalty: 5291.871094
	Iteration 21Q: 3 clusters Score -7979090 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -7979216.000000 Penalty: 5291.871094
	Iteration 22Q: 3 clusters Score -7979216 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -7979267.500000 Penalty: 5291.871094
	Iteration 23Q: 3 clusters Score -7979268 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -7979365.000000 Penalty: 5291.871094
	Iteration 24Q: 3 clusters Score -7979365 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -7979445.500000 Penalty: 5291.871094
	Iteration 25Q: 3 clusters Score -7979446 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -7979548.500000 Penalty: 5291.871094
	Iteration 26Q: 3 clusters Score -7979548 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -7979645.000000 Penalty: 5291.871094
	Iteration 27Q: 3 clusters Score -7979645 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -7979757.500000 Penalty: 5291.871094
	Iteration 28Q: 3 clusters Score -7979758 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -7979838.000000 Penalty: 5291.871094
	Iteration 29Q: 3 clusters Score -7979838 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -7979951.000000 Penalty: 5291.871094
	Iteration 30Q: 3 clusters Score -7979951 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -7980040.000000 Penalty: 5291.871094
	Iteration 31Q: 3 clusters Score -7980040 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -7980129.500000 Penalty: 5291.871094
	Iteration 32Q: 3 clusters Score -7980130 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -7980243.000000 Penalty: 5291.871094
	Iteration 33Q: 3 clusters Score -7980243 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -7980325.500000 Penalty: 5291.871094
	Iteration 34Q: 3 clusters Score -7980326 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -7980383.500000 Penalty: 5291.871094
	Iteration 35Q: 3 clusters Score -7980384 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -7980443.000000 Penalty: 5291.871094
	Iteration 36Q: 3 clusters Score -7980443 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -7980535.000000 Penalty: 5291.871094
	Iteration 37Q: 3 clusters Score -7980535 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -7980574.000000 Penalty: 5291.871094
	Iteration 38Q: 3 clusters Score -7980574 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -7980587.500000 Penalty: 5291.871094
	Iteration 39Q: 3 clusters Score -7980588 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -7980626.000000 Penalty: 5291.871094
	Iteration 40F: 3 clusters Score -7980626 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -7980656.500000 Penalty: 5291.871094
	Iteration 41Q: 3 clusters Score -7980656 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -7980683.500000 Penalty: 5291.871094
	Iteration 42Q: 3 clusters Score -7980684 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -7980727.500000 Penalty: 5291.871094
	Iteration 43Q: 3 clusters Score -7980728 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -7980775.000000 Penalty: 5291.871094
	Iteration 44Q: 3 clusters Score -7980775 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -7980780.000000 Penalty: 5291.871094
	Iteration 45Q: 3 clusters Score -7980780 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -7980835.000000 Penalty: 5291.871094
	Iteration 46Q: 3 clusters Score -7980835 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -7980852.000000 Penalty: 5291.871094
	Iteration 47Q: 3 clusters Score -7980852 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -7980846.500000 Penalty: 5291.871094
	Iteration 48Q: 3 clusters Score -7980846 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -7980853.000000 Penalty: 5291.871094
	Iteration 49Q: 3 clusters Score -7980853 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -7980877.000000 Penalty: 5291.871094
	Iteration 50Q: 3 clusters Score -7980877 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -7980916.500000 Penalty: 5291.871094
	Iteration 51Q: 3 clusters Score -7980916 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -7980928.000000 Penalty: 5291.871094
	Iteration 52Q: 3 clusters Score -7980928 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -7980941.500000 Penalty: 5291.871094
	Iteration 53Q: 3 clusters Score -7980942 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -7980991.500000 Penalty: 5291.871094
	Iteration 54Q: 3 clusters Score -7980992 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -7981015.500000 Penalty: 5291.871094
	Iteration 55Q: 3 clusters Score -7981016 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -7981030.500000 Penalty: 5291.871094
	Iteration 56Q: 3 clusters Score -7981030 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7981064 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7981091 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7981110 nChanged 147
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Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -7981123.500000 Penalty: 5291.871094
	Iteration 60F: 3 clusters Score -7981124 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7981172 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7981184 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7981187 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -7981232.000000 Penalty: 5291.871094
	Iteration 64Q: 3 clusters Score -7981232 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7981257 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7981279 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7981311 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7981321 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7981364 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7981395 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -7981433.500000 Penalty: 5291.871094
	Iteration 71Q: 3 clusters Score -7981434 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7981459 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7981496 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -7981522.000000 Penalty: 5291.871094
	Iteration 74Q: 3 clusters Score -7981522 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -7981540.000000 Penalty: 5291.871094
	Iteration 75Q: 3 clusters Score -7981540 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -7981605.500000 Penalty: 5291.871094
	Iteration 76Q: 3 clusters Score -7981606 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7981622 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -7981623.500000 Penalty: 5291.871094
	Iteration 78Q: 3 clusters Score -7981624 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -7981631.000000 Penalty: 5291.871094
	Iteration 79Q: 3 clusters Score -7981631 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -7981659.500000 Penalty: 5291.871094
	Iteration 80F: 3 clusters Score -7981660 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7981677 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7981696 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7981725 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7981736 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7981777 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -7981808.000000 Penalty: 5291.871094
	Iteration 86Q: 3 clusters Score -7981808 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -7981847.500000 Penalty: 5291.871094
	Iteration 87Q: 3 clusters Score -7981848 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7981880 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -7981921.500000 Penalty: 5291.871094
	Iteration 89Q: 3 clusters Score -7981922 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -7981990.500000 Penalty: 5291.871094
	Iteration 90Q: 3 clusters Score -7981990 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7982000 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7982011 nChanged 267
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Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7982046 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -7982108.000000 Penalty: 5291.871094
	Iteration 94Q: 3 clusters Score -7982108 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7982146 nChanged 278
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7982210 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -7982242.000000 Penalty: 5291.871094
	Iteration 97Q: 3 clusters Score -7982242 nChanged 235
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7982284 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -7982335.500000 Penalty: 5291.871094
	Iteration 99Q: 3 clusters Score -7982336 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -7982369.500000 Penalty: 5291.871094
	Iteration 100F: 3 clusters Score -7982370 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7982383 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -7982420.000000 Penalty: 5291.871094
	Iteration 102Q: 3 clusters Score -7982420 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7982435 nChanged 154
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Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7982437 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39041 members 
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Entering Unmasked Estep 
Score: -7982475.500000 Penalty: 5291.871094
	Iteration 105Q: 3 clusters Score -7982476 nChanged 150
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Mstep: Class 1 contains 39191 members 
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Entering Unmasked Estep 
Score: -7982509.000000 Penalty: 5291.871094
	Iteration 106Q: 3 clusters Score -7982509 nChanged 150
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Mstep: Class 1 contains 39341 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7982529 nChanged 149
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Mstep: Class 1 contains 39490 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7982552 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7982554 nChanged 158
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Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7982567.500000 Penalty: 5291.871094
	Iteration 110Q: 3 clusters Score -7982568 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7982564 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7982586 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7982618.000000 Penalty: 5291.871094
	Iteration 113Q: 3 clusters Score -7982618 nChanged 136
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Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7982625 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7982644.500000 Penalty: 5291.871094
	Iteration 115Q: 3 clusters Score -7982644 nChanged 111
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Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7982670.500000 Penalty: 5291.871094
	Iteration 116Q: 3 clusters Score -7982670 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7982699.500000 Penalty: 5291.871094
	Iteration 117Q: 3 clusters Score -7982700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7982696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7982714.500000 Penalty: 5291.871094
	Iteration 119Q: 3 clusters Score -7982714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -7982745.500000 Penalty: 5291.871094
	Iteration 120F: 3 clusters Score -7982746 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7982750.000000 Penalty: 5291.871094
	Iteration 121Q: 3 clusters Score -7982750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7982770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7982784 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7982825 nChanged 93
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Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7982827.000000 Penalty: 5291.871094
	Iteration 125Q: 3 clusters Score -7982827 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7982851.000000 Penalty: 5291.871094
	Iteration 126Q: 3 clusters Score -7982851 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7982872.500000 Penalty: 5291.871094
	Iteration 127Q: 3 clusters Score -7982872 nChanged 58
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Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7982888.000000 Penalty: 5291.871094
	Iteration 128Q: 3 clusters Score -7982888 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7982889.500000 Penalty: 5291.871094
	Iteration 129Q: 3 clusters Score -7982890 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7982907.000000 Penalty: 5291.871094
	Iteration 130Q: 3 clusters Score -7982907 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7982917.000000 Penalty: 5291.871094
	Iteration 131Q: 3 clusters Score -7982917 nChanged 42
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Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7982932.000000 Penalty: 5291.871094
	Iteration 132Q: 3 clusters Score -7982932 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7982945.500000 Penalty: 5291.871094
	Iteration 133Q: 3 clusters Score -7982946 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7982958.500000 Penalty: 5291.871094
	Iteration 134Q: 3 clusters Score -7982958 nChanged 22
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Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7982953.000000 Penalty: 5291.871094
	Iteration 135Q: 3 clusters Score -7982953 nChanged 16
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Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7982966.500000 Penalty: 5291.871094
	Iteration 136Q: 3 clusters Score -7982966 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7982974.500000 Penalty: 5291.871094
	Iteration 137Q: 3 clusters Score -7982974 nChanged 10
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Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7982978.000000 Penalty: 5291.871094
	Iteration 138Q: 3 clusters Score -7982978 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7982985.000000 Penalty: 5291.871094
	Iteration 139Q: 3 clusters Score -7982985 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7982991.500000 Penalty: 5291.871094
	Iteration 140F: 3 clusters Score -7982992 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7982991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7982999.000000 Penalty: 5291.871094
	Iteration 142Q: 3 clusters Score -7982999 nChanged 8
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Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7982992.500000 Penalty: 5291.871094
	Iteration 143Q: 3 clusters Score -7982992 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7982987.500000 Penalty: 5291.871094
	Iteration 144Q: 3 clusters Score -7982988 nChanged 10
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Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7982999 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7983004.500000 Penalty: 5291.871094
	Iteration 146Q: 3 clusters Score -7983004 nChanged 18
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Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7983003.000000 Penalty: 5291.871094
	Iteration 147Q: 3 clusters Score -7983003 nChanged 17
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Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7983004.500000 Penalty: 5291.871094
	Iteration 148Q: 3 clusters Score -7983004 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7983002.500000 Penalty: 5291.871094
	Iteration 149Q: 3 clusters Score -7983002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7983003.000000 Penalty: 5291.871094
	Iteration 150Q: 3 clusters Score -7983003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7983011.500000 Penalty: 5291.871094
	Iteration 151Q: 3 clusters Score -7983012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7983009.000000 Penalty: 5291.871094
	Iteration 152Q: 3 clusters Score -7983009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7983006.000000 Penalty: 5291.871094
	Iteration 153Q: 3 clusters Score -7983006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7983007.500000 Penalty: 5291.871094
	Iteration 154Q: 3 clusters Score -7983008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7983006.500000 Penalty: 5291.871094
	Iteration 155Q: 3 clusters Score -7983006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7983006.000000 Penalty: 5291.871094
	Iteration 156Q: 3 clusters Score -7983006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7982999.500000 Penalty: 5291.871094
	Iteration 157Q: 3 clusters Score -7983000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7983006.000000 Penalty: 5291.871094
	Iteration 158Q: 3 clusters Score -7983006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7983008.500000 Penalty: 5291.871094
	Iteration 159Q: 3 clusters Score -7983008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7983006.500000 Penalty: 5291.871094
	Iteration 160F: 3 clusters Score -7983006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7983010.000000 Penalty: 5291.871094
	Iteration 161Q: 3 clusters Score -7983010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7983010.000000 Penalty: 5291.871094
	Iteration 162F: 3 clusters Score -7983010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Entering Unmasked Estep 
Score: -9377337.000000 Penalty: 2685.590820
	Iteration 0F: 2 clusters Score -9377337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -9345229.000000 Penalty: 5371.181641
	Iteration 0F: 3 clusters Score -9345229 nChanged 23162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -9357843.000000 Penalty: 5371.181641
	Iteration 1F: 3 clusters Score -9357843 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -9358222.000000 Penalty: 5371.181641
	Iteration 2Q: 3 clusters Score -9358222 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -9358572.000000 Penalty: 5371.181641
	Iteration 3Q: 3 clusters Score -9358572 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -9358934.000000 Penalty: 5371.181641
	Iteration 4Q: 3 clusters Score -9358934 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -9359233.000000 Penalty: 5371.181641
	Iteration 5Q: 3 clusters Score -9359233 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -9359527.000000 Penalty: 5371.181641
	Iteration 6Q: 3 clusters Score -9359527 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -9360031.000000 Penalty: 5371.181641
	Iteration 7Q: 3 clusters Score -9360031 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -9360711.000000 Penalty: 5371.181641
	Iteration 8Q: 3 clusters Score -9360711 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -9361807.000000 Penalty: 5371.181641
	Iteration 9Q: 3 clusters Score -9361807 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -9363481.000000 Penalty: 5371.181641
	Iteration 10F: 3 clusters Score -9363481 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -9365986.000000 Penalty: 5371.181641
	Iteration 11F: 3 clusters Score -9365986 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -9368598.000000 Penalty: 5371.181641
	Iteration 12F: 3 clusters Score -9368598 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -9370806.000000 Penalty: 5371.181641
	Iteration 13F: 3 clusters Score -9370806 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -9372335.000000 Penalty: 5371.181641
	Iteration 14Q: 3 clusters Score -9372335 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -9373264.000000 Penalty: 5371.181641
	Iteration 15Q: 3 clusters Score -9373264 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -9373895.000000 Penalty: 5371.181641
	Iteration 16Q: 3 clusters Score -9373895 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -9374228.000000 Penalty: 5371.181641
	Iteration 17Q: 3 clusters Score -9374228 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -9374541.000000 Penalty: 5371.181641
	Iteration 18Q: 3 clusters Score -9374541 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -9374767.000000 Penalty: 5371.181641
	Iteration 19Q: 3 clusters Score -9374767 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9374948.000000 Penalty: 5371.181641
	Iteration 20F: 3 clusters Score -9374948 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -9375022.000000 Penalty: 5371.181641
	Iteration 21Q: 3 clusters Score -9375022 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9375080.000000 Penalty: 5371.181641
	Iteration 22Q: 3 clusters Score -9375080 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9375110.000000 Penalty: 5371.181641
	Iteration 23Q: 3 clusters Score -9375110 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9375135.000000 Penalty: 5371.181641
	Iteration 24Q: 3 clusters Score -9375135 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9375182.000000 Penalty: 5371.181641
	Iteration 25Q: 3 clusters Score -9375182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9375211.000000 Penalty: 5371.181641
	Iteration 26Q: 3 clusters Score -9375211 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9375243.000000 Penalty: 5371.181641
	Iteration 27Q: 3 clusters Score -9375243 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9375251.000000 Penalty: 5371.181641
	Iteration 28Q: 3 clusters Score -9375251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9375289.000000 Penalty: 5371.181641
	Iteration 29Q: 3 clusters Score -9375289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9375310.000000 Penalty: 5371.181641
	Iteration 30Q: 3 clusters Score -9375310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9375323.000000 Penalty: 5371.181641
	Iteration 31Q: 3 clusters Score -9375323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9375315.000000 Penalty: 5371.181641
	Iteration 32Q: 3 clusters Score -9375315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9375309.000000 Penalty: 5371.181641
	Iteration 33Q: 3 clusters Score -9375309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9375326.000000 Penalty: 5371.181641
	Iteration 34Q: 3 clusters Score -9375326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9375351.000000 Penalty: 5371.181641
	Iteration 35Q: 3 clusters Score -9375351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9375348.000000 Penalty: 5371.181641
	Iteration 36Q: 3 clusters Score -9375348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9375355.000000 Penalty: 5371.181641
	Iteration 37Q: 3 clusters Score -9375355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9375349.000000 Penalty: 5371.181641
	Iteration 38Q: 3 clusters Score -9375349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9375353.000000 Penalty: 5371.181641
	Iteration 39Q: 3 clusters Score -9375353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9375359.000000 Penalty: 5371.181641
	Iteration 40F: 3 clusters Score -9375359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9375358.000000 Penalty: 5371.181641
	Iteration 41Q: 3 clusters Score -9375358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9375363.000000 Penalty: 5371.181641
	Iteration 42Q: 3 clusters Score -9375363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9375360.000000 Penalty: 5371.181641
	Iteration 43Q: 3 clusters Score -9375360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9375377.000000 Penalty: 5371.181641
	Iteration 44Q: 3 clusters Score -9375377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9375382.000000 Penalty: 5371.181641
	Iteration 45Q: 3 clusters Score -9375382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9375379.000000 Penalty: 5371.181641
	Iteration 46Q: 3 clusters Score -9375379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9375383.000000 Penalty: 5371.181641
	Iteration 47Q: 3 clusters Score -9375383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9375389.000000 Penalty: 5371.181641
	Iteration 48Q: 3 clusters Score -9375389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9375390.000000 Penalty: 5371.181641
	Iteration 49Q: 3 clusters Score -9375390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9375384.000000 Penalty: 5371.181641
	Iteration 50Q: 3 clusters Score -9375384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9375382.000000 Penalty: 5371.181641
	Iteration 51Q: 3 clusters Score -9375382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9375378.000000 Penalty: 5371.181641
	Iteration 52Q: 3 clusters Score -9375378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9375390.000000 Penalty: 5371.181641
	Iteration 53Q: 3 clusters Score -9375390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9375381.000000 Penalty: 5371.181641
	Iteration 54Q: 3 clusters Score -9375381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9375387.000000 Penalty: 5371.181641
	Iteration 55Q: 3 clusters Score -9375387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9375380.000000 Penalty: 5371.181641
	Iteration 56Q: 3 clusters Score -9375380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9375380.000000 Penalty: 5371.181641
	Iteration 57F: 3 clusters Score -9375380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73705.304688 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73705.3 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 285 members 
Entering Unmasked Estep 
Score: -72224.515625 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72224.52 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72505.171875 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72505.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72694.523438 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -72694.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72852.750000 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -72852.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -72965.546875 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -72965.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73036.945312 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -73036.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73089.062500 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -73089.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -73138.171875 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -73138.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -73171.242188 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -73171.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -73218.609375 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -73218.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -73256.109375 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -73256.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73305.179688 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -73305.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73366.710938 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -73366.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -73412.593750 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -73412.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73439.679688 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -73439.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73440.695312 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -73440.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73444.390625 Penalty: 3120.618408
	Iteration 16F: 3 clusters Score -73444.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73453.710938 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -73453.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73453.710938 Penalty: 3120.618408
	Iteration 18F: 3 clusters Score -73453.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -498113.781250 Penalty: 1959.633423
	Iteration 0F: 2 clusters Score -498113.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -495009.812500 Penalty: 3919.266846
	Iteration 0F: 3 clusters Score -495009.8 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -495642.500000 Penalty: 3919.266846
	Iteration 1F: 3 clusters Score -495642.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -495796.218750 Penalty: 3919.266846
	Iteration 2F: 3 clusters Score -495796.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -495880.531250 Penalty: 3919.266846
	Iteration 3Q: 3 clusters Score -495880.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -495937.812500 Penalty: 3919.266846
	Iteration 4Q: 3 clusters Score -495937.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -495974.281250 Penalty: 3919.266846
	Iteration 5Q: 3 clusters Score -495974.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -495996.187500 Penalty: 3919.266846
	Iteration 6Q: 3 clusters Score -495996.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -496009.218750 Penalty: 3919.266846
	Iteration 7Q: 3 clusters Score -496009.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -496018.312500 Penalty: 3919.266846
	Iteration 8Q: 3 clusters Score -496018.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -496026.593750 Penalty: 3919.266846
	Iteration 9Q: 3 clusters Score -496026.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -496032.875000 Penalty: 3919.266846
	Iteration 10Q: 3 clusters Score -496032.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -496039.250000 Penalty: 3919.266846
	Iteration 11Q: 3 clusters Score -496039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -496044.968750 Penalty: 3919.266846
	Iteration 12Q: 3 clusters Score -496045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -496048.218750 Penalty: 3919.266846
	Iteration 13Q: 3 clusters Score -496048.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -496053.750000 Penalty: 3919.266846
	Iteration 14Q: 3 clusters Score -496053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -496057.812500 Penalty: 3919.266846
	Iteration 15Q: 3 clusters Score -496057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -496060.437500 Penalty: 3919.266846
	Iteration 16Q: 3 clusters Score -496060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -496065.281250 Penalty: 3919.266846
	Iteration 17Q: 3 clusters Score -496065.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -496071.812500 Penalty: 3919.266846
	Iteration 18Q: 3 clusters Score -496071.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -496078.750000 Penalty: 3919.266846
	Iteration 19Q: 3 clusters Score -496078.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -496086.281250 Penalty: 3919.266846
	Iteration 20F: 3 clusters Score -496086.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -496091.343750 Penalty: 3919.266846
	Iteration 21Q: 3 clusters Score -496091.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -496094.437500 Penalty: 3919.266846
	Iteration 22Q: 3 clusters Score -496094.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -496097.937500 Penalty: 3919.266846
	Iteration 23Q: 3 clusters Score -496097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -496099.343750 Penalty: 3919.266846
	Iteration 24Q: 3 clusters Score -496099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -496103.250000 Penalty: 3919.266846
	Iteration 25Q: 3 clusters Score -496103.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -496105.000000 Penalty: 3919.266846
	Iteration 26Q: 3 clusters Score -496105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -496106.281250 Penalty: 3919.266846
	Iteration 27Q: 3 clusters Score -496106.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -496108.093750 Penalty: 3919.266846
	Iteration 28Q: 3 clusters Score -496108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -496110.062500 Penalty: 3919.266846
	Iteration 29Q: 3 clusters Score -496110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -496109.906250 Penalty: 3919.266846
	Iteration 30Q: 3 clusters Score -496109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -496110.687500 Penalty: 3919.266846
	Iteration 31Q: 3 clusters Score -496110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -496110.687500 Penalty: 3919.266846
	Iteration 32F: 3 clusters Score -496110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 48249 members 
Mstep: Class 3 contains 47796 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 49740 members 
Mstep: Class 7 contains 30540 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51293 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 44778 members 
Mstep: Class 12 contains 49274 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47412 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43006 members 
Mstep: Class 22 contains 50463 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158520.000000 Penalty: 79215.406250
Iteration 239Q: 25 clusters Score -1.101585e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 48290 members 
Mstep: Class 3 contains 47760 members 
Mstep: Class 4 contains 49537 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 49742 members 
Mstep: Class 7 contains 30554 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51305 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 44744 members 
Mstep: Class 12 contains 49288 members 
Mstep: Class 13 contains 48898 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47429 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43048 members 
Mstep: Class 22 contains 50430 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158608.000000 Penalty: 79215.406250
Iteration 240F: 25 clusters Score -1.101586e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 48410 members 
Mstep: Class 3 contains 47723 members 
Mstep: Class 4 contains 49520 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 49705 members 
Mstep: Class 7 contains 30569 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51305 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 44684 members 
Mstep: Class 12 contains 49309 members 
Mstep: Class 13 contains 48933 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47449 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43074 members 
Mstep: Class 22 contains 50382 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158544.000000 Penalty: 79215.406250
Iteration 241Q: 25 clusters Score -1.101585e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 48516 members 
Mstep: Class 3 contains 47682 members 
Mstep: Class 4 contains 49499 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 49666 members 
Mstep: Class 7 contains 30582 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51301 members 
Mstep: Class 10 contains 4703 members 
Mstep: Class 11 contains 44634 members 
Mstep: Class 12 contains 49323 members 
Mstep: Class 13 contains 48985 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47468 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43111 members 
Mstep: Class 22 contains 50325 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158816.000000 Penalty: 79215.406250
Iteration 242Q: 25 clusters Score -1.101588e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 48663 members 
Mstep: Class 3 contains 47666 members 
Mstep: Class 4 contains 49457 members 
Mstep: Class 5 contains 2431 members 
Mstep: Class 6 contains 49637 members 
Mstep: Class 7 contains 30587 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51294 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 44594 members 
Mstep: Class 12 contains 49325 members 
Mstep: Class 13 contains 48983 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47502 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43151 members 
Mstep: Class 22 contains 50259 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159000.000000 Penalty: 79215.406250
Iteration 243Q: 25 clusters Score -1.10159e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 48813 members 
Mstep: Class 3 contains 47652 members 
Mstep: Class 4 contains 49446 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 49601 members 
Mstep: Class 7 contains 30592 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51288 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 44564 members 
Mstep: Class 12 contains 49301 members 
Mstep: Class 13 contains 48966 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47539 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43174 members 
Mstep: Class 22 contains 50210 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158848.000000 Penalty: 79215.406250
Iteration 244Q: 25 clusters Score -1.101588e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 48949 members 
Mstep: Class 3 contains 47619 members 
Mstep: Class 4 contains 49421 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 49575 members 
Mstep: Class 7 contains 30603 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51289 members 
Mstep: Class 10 contains 4615 members 
Mstep: Class 11 contains 44535 members 
Mstep: Class 12 contains 49267 members 
Mstep: Class 13 contains 48959 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47582 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43216 members 
Mstep: Class 22 contains 50142 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158856.000000 Penalty: 79215.406250
Iteration 245Q: 25 clusters Score -1.101589e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 49104 members 
Mstep: Class 3 contains 47598 members 
Mstep: Class 4 contains 49380 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 49499 members 
Mstep: Class 7 contains 30615 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51286 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 44494 members 
Mstep: Class 12 contains 49243 members 
Mstep: Class 13 contains 48973 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47612 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43271 members 
Mstep: Class 22 contains 50096 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159152.000000 Penalty: 79215.406250
Iteration 246Q: 25 clusters Score -1.101592e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 49284 members 
Mstep: Class 3 contains 47578 members 
Mstep: Class 4 contains 49324 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 49433 members 
Mstep: Class 7 contains 30630 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51275 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 44446 members 
Mstep: Class 12 contains 49215 members 
Mstep: Class 13 contains 48990 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47648 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43327 members 
Mstep: Class 22 contains 50043 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159216.000000 Penalty: 79215.406250
Iteration 247Q: 25 clusters Score -1.101592e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 49404 members 
Mstep: Class 3 contains 47588 members 
Mstep: Class 4 contains 49231 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 49349 members 
Mstep: Class 7 contains 30639 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51252 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 44395 members 
Mstep: Class 12 contains 49196 members 
Mstep: Class 13 contains 49000 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47696 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43433 members 
Mstep: Class 22 contains 50047 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159016.000000 Penalty: 79215.406250
Iteration 248Q: 25 clusters Score -1.10159e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 49473 members 
Mstep: Class 3 contains 47588 members 
Mstep: Class 4 contains 49193 members 
Mstep: Class 5 contains 2433 members 
Mstep: Class 6 contains 49260 members 
Mstep: Class 7 contains 30652 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51230 members 
Mstep: Class 10 contains 4526 members 
Mstep: Class 11 contains 44342 members 
Mstep: Class 12 contains 49218 members 
Mstep: Class 13 contains 48978 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47746 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43524 members 
Mstep: Class 22 contains 50044 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159424.000000 Penalty: 79215.406250
Iteration 249Q: 25 clusters Score -1.101594e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 49512 members 
Mstep: Class 3 contains 47585 members 
Mstep: Class 4 contains 49238 members 
Mstep: Class 5 contains 2434 members 
Mstep: Class 6 contains 49158 members 
Mstep: Class 7 contains 30659 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51230 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 44301 members 
Mstep: Class 12 contains 49196 members 
Mstep: Class 13 contains 48956 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47785 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43630 members 
Mstep: Class 22 contains 50028 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159600.000000 Penalty: 79215.406250
Iteration 250Q: 25 clusters Score -1.101596e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 49561 members 
Mstep: Class 3 contains 47581 members 
Mstep: Class 4 contains 49267 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 49095 members 
Mstep: Class 7 contains 30671 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51237 members 
Mstep: Class 10 contains 4478 members 
Mstep: Class 11 contains 44255 members 
Mstep: Class 12 contains 49171 members 
Mstep: Class 13 contains 48989 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47798 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43696 members 
Mstep: Class 22 contains 49991 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159656.000000 Penalty: 79215.406250
Iteration 251Q: 25 clusters Score -1.101597e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 49542 members 
Mstep: Class 3 contains 47579 members 
Mstep: Class 4 contains 49257 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 49111 members 
Mstep: Class 7 contains 30682 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51218 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 44224 members 
Mstep: Class 12 contains 49151 members 
Mstep: Class 13 contains 49004 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47809 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43774 members 
Mstep: Class 22 contains 50005 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159840.000000 Penalty: 79215.406250
Iteration 252Q: 25 clusters Score -1.101598e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 49582 members 
Mstep: Class 3 contains 47572 members 
Mstep: Class 4 contains 49265 members 
Mstep: Class 5 contains 2436 members 
Mstep: Class 6 contains 49117 members 
Mstep: Class 7 contains 30698 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51183 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 44187 members 
Mstep: Class 12 contains 49172 members 
Mstep: Class 13 contains 49011 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47809 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43789 members 
Mstep: Class 22 contains 50013 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159880.000000 Penalty: 79215.406250
Iteration 253Q: 25 clusters Score -1.101599e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 49596 members 
Mstep: Class 3 contains 47581 members 
Mstep: Class 4 contains 49300 members 
Mstep: Class 5 contains 2436 members 
Mstep: Class 6 contains 49144 members 
Mstep: Class 7 contains 30707 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51162 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 44148 members 
Mstep: Class 12 contains 49196 members 
Mstep: Class 13 contains 48998 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47810 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43789 members 
Mstep: Class 22 contains 50002 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159928.000000 Penalty: 79215.406250
Iteration 254Q: 25 clusters Score -1.101599e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 49654 members 
Mstep: Class 3 contains 47574 members 
Mstep: Class 4 contains 49338 members 
Mstep: Class 5 contains 2438 members 
Mstep: Class 6 contains 49166 members 
Mstep: Class 7 contains 30713 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51144 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 44102 members 
Mstep: Class 12 contains 49218 members 
Mstep: Class 13 contains 48989 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47823 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43755 members 
Mstep: Class 22 contains 49975 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159656.000000 Penalty: 79215.406250
Iteration 255Q: 25 clusters Score -1.101597e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 49694 members 
Mstep: Class 3 contains 47579 members 
Mstep: Class 4 contains 49317 members 
Mstep: Class 5 contains 2438 members 
Mstep: Class 6 contains 49217 members 
Mstep: Class 7 contains 30724 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51135 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 44068 members 
Mstep: Class 12 contains 49236 members 
Mstep: Class 13 contains 48998 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47813 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43725 members 
Mstep: Class 22 contains 49966 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159592.000000 Penalty: 79215.406250
Iteration 256Q: 25 clusters Score -1.101596e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 49781 members 
Mstep: Class 3 contains 47546 members 
Mstep: Class 4 contains 49299 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 49215 members 
Mstep: Class 7 contains 30728 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51143 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 44050 members 
Mstep: Class 12 contains 49253 members 
Mstep: Class 13 contains 49017 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47799 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43710 members 
Mstep: Class 22 contains 49972 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159560.000000 Penalty: 79215.406250
Iteration 257Q: 25 clusters Score -1.101596e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 49859 members 
Mstep: Class 3 contains 47517 members 
Mstep: Class 4 contains 49267 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 49203 members 
Mstep: Class 7 contains 30741 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51146 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 44039 members 
Mstep: Class 12 contains 49284 members 
Mstep: Class 13 contains 49016 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47783 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43701 members 
Mstep: Class 22 contains 49978 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159416.000000 Penalty: 79215.406250
Iteration 258Q: 25 clusters Score -1.101594e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 49902 members 
Mstep: Class 3 contains 47498 members 
Mstep: Class 4 contains 49267 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 49180 members 
Mstep: Class 7 contains 30761 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51158 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 44018 members 
Mstep: Class 12 contains 49316 members 
Mstep: Class 13 contains 49002 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47794 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43684 members 
Mstep: Class 22 contains 49974 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159280.000000 Penalty: 79215.406250
Iteration 259Q: 25 clusters Score -1.101593e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 49931 members 
Mstep: Class 3 contains 47490 members 
Mstep: Class 4 contains 49278 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 49145 members 
Mstep: Class 7 contains 30769 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51168 members 
Mstep: Class 10 contains 4343 members 
Mstep: Class 11 contains 43997 members 
Mstep: Class 12 contains 49327 members 
Mstep: Class 13 contains 49005 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47792 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43665 members 
Mstep: Class 22 contains 49986 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159016.000000 Penalty: 79215.406250
Iteration 260F: 25 clusters Score -1.10159e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 49939 members 
Mstep: Class 3 contains 47469 members 
Mstep: Class 4 contains 49279 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 49152 members 
Mstep: Class 7 contains 30785 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51170 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 43978 members 
Mstep: Class 12 contains 49331 members 
Mstep: Class 13 contains 49020 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47771 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43698 members 
Mstep: Class 22 contains 49972 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159080.000000 Penalty: 79215.406250
Iteration 261Q: 25 clusters Score -1.101591e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 49950 members 
Mstep: Class 3 contains 47455 members 
Mstep: Class 4 contains 49312 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 49144 members 
Mstep: Class 7 contains 30798 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51170 members 
Mstep: Class 10 contains 4309 members 
Mstep: Class 11 contains 43951 members 
Mstep: Class 12 contains 49328 members 
Mstep: Class 13 contains 49027 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47747 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43716 members 
Mstep: Class 22 contains 49975 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158856.000000 Penalty: 79215.406250
Iteration 262Q: 25 clusters Score -1.101589e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 49983 members 
Mstep: Class 3 contains 47461 members 
Mstep: Class 4 contains 49342 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 49101 members 
Mstep: Class 7 contains 30787 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51162 members 
Mstep: Class 10 contains 4295 members 
Mstep: Class 11 contains 43909 members 
Mstep: Class 12 contains 49345 members 
Mstep: Class 13 contains 49035 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47737 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43761 members 
Mstep: Class 22 contains 49958 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158912.000000 Penalty: 79215.406250
Iteration 263Q: 25 clusters Score -1.101589e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 50021 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 49348 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 49099 members 
Mstep: Class 7 contains 30791 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51155 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 43871 members 
Mstep: Class 12 contains 49363 members 
Mstep: Class 13 contains 49043 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47732 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43764 members 
Mstep: Class 22 contains 49926 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159048.000000 Penalty: 79215.406250
Iteration 264Q: 25 clusters Score -1.10159e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 50051 members 
Mstep: Class 3 contains 47507 members 
Mstep: Class 4 contains 49369 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 49070 members 
Mstep: Class 7 contains 30808 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51152 members 
Mstep: Class 10 contains 4261 members 
Mstep: Class 11 contains 43830 members 
Mstep: Class 12 contains 49363 members 
Mstep: Class 13 contains 49076 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47709 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43754 members 
Mstep: Class 22 contains 49919 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158992.000000 Penalty: 79215.406250
Iteration 265Q: 25 clusters Score -1.10159e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 50092 members 
Mstep: Class 3 contains 47542 members 
Mstep: Class 4 contains 49380 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 49055 members 
Mstep: Class 7 contains 30828 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51128 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 43765 members 
Mstep: Class 12 contains 49399 members 
Mstep: Class 13 contains 49085 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47713 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43732 members 
Mstep: Class 22 contains 49902 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159088.000000 Penalty: 79215.406250
Iteration 266Q: 25 clusters Score -1.101591e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 50192 members 
Mstep: Class 3 contains 47572 members 
Mstep: Class 4 contains 49368 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 49021 members 
Mstep: Class 7 contains 30841 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51125 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 43711 members 
Mstep: Class 12 contains 49413 members 
Mstep: Class 13 contains 49089 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47704 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43710 members 
Mstep: Class 22 contains 49888 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159296.000000 Penalty: 79215.406250
Iteration 267Q: 25 clusters Score -1.101593e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 50272 members 
Mstep: Class 3 contains 47600 members 
Mstep: Class 4 contains 49380 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 48997 members 
Mstep: Class 7 contains 30849 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51117 members 
Mstep: Class 10 contains 4205 members 
Mstep: Class 11 contains 43652 members 
Mstep: Class 12 contains 49430 members 
Mstep: Class 13 contains 49087 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47708 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43672 members 
Mstep: Class 22 contains 49884 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159376.000000 Penalty: 79215.406250
Iteration 268Q: 25 clusters Score -1.101594e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 50350 members 
Mstep: Class 3 contains 47637 members 
Mstep: Class 4 contains 49382 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 48945 members 
Mstep: Class 7 contains 30874 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51119 members 
Mstep: Class 10 contains 4196 members 
Mstep: Class 11 contains 43579 members 
Mstep: Class 12 contains 49455 members 
Mstep: Class 13 contains 49096 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47713 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43643 members 
Mstep: Class 22 contains 49848 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159288.000000 Penalty: 79215.406250
Iteration 269Q: 25 clusters Score -1.101593e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 50423 members 
Mstep: Class 3 contains 47667 members 
Mstep: Class 4 contains 49343 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 48942 members 
Mstep: Class 7 contains 30891 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51129 members 
Mstep: Class 10 contains 4190 members 
Mstep: Class 11 contains 43536 members 
Mstep: Class 12 contains 49463 members 
Mstep: Class 13 contains 49098 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47695 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43617 members 
Mstep: Class 22 contains 49824 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159160.000000 Penalty: 79215.406250
Iteration 270Q: 25 clusters Score -1.101592e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 50490 members 
Mstep: Class 3 contains 47674 members 
Mstep: Class 4 contains 49310 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 48977 members 
Mstep: Class 7 contains 30909 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51139 members 
Mstep: Class 10 contains 4183 members 
Mstep: Class 11 contains 43503 members 
Mstep: Class 12 contains 49479 members 
Mstep: Class 13 contains 49077 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47688 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43539 members 
Mstep: Class 22 contains 49824 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159232.000000 Penalty: 79215.406250
Iteration 271Q: 25 clusters Score -1.101592e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 50532 members 
Mstep: Class 3 contains 47703 members 
Mstep: Class 4 contains 49306 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 30915 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51151 members 
Mstep: Class 10 contains 4180 members 
Mstep: Class 11 contains 43458 members 
Mstep: Class 12 contains 49501 members 
Mstep: Class 13 contains 49058 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47683 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43462 members 
Mstep: Class 22 contains 49818 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159264.000000 Penalty: 79215.406250
Iteration 272Q: 25 clusters Score -1.101593e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 50544 members 
Mstep: Class 3 contains 47714 members 
Mstep: Class 4 contains 49299 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 49078 members 
Mstep: Class 7 contains 30925 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51166 members 
Mstep: Class 10 contains 4172 members 
Mstep: Class 11 contains 43426 members 
Mstep: Class 12 contains 49507 members 
Mstep: Class 13 contains 49039 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47674 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43424 members 
Mstep: Class 22 contains 49823 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159344.000000 Penalty: 79215.406250
Iteration 273Q: 25 clusters Score -1.101593e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 50568 members 
Mstep: Class 3 contains 47711 members 
Mstep: Class 4 contains 49283 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 49134 members 
Mstep: Class 7 contains 30950 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51173 members 
Mstep: Class 10 contains 4162 members 
Mstep: Class 11 contains 43406 members 
Mstep: Class 12 contains 49544 members 
Mstep: Class 13 contains 49024 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47679 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43369 members 
Mstep: Class 22 contains 49786 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159352.000000 Penalty: 79215.406250
Iteration 274Q: 25 clusters Score -1.101594e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 50640 members 
Mstep: Class 3 contains 47703 members 
Mstep: Class 4 contains 49272 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 49133 members 
Mstep: Class 7 contains 30968 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51175 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 11 contains 43393 members 
Mstep: Class 12 contains 49584 members 
Mstep: Class 13 contains 49014 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47687 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43310 members 
Mstep: Class 22 contains 49769 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159248.000000 Penalty: 79215.406250
Iteration 275Q: 25 clusters Score -1.101592e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 50735 members 
Mstep: Class 3 contains 47706 members 
Mstep: Class 4 contains 49230 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 49176 members 
Mstep: Class 7 contains 30974 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51184 members 
Mstep: Class 10 contains 4132 members 
Mstep: Class 11 contains 43353 members 
Mstep: Class 12 contains 49634 members 
Mstep: Class 13 contains 48996 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47697 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43229 members 
Mstep: Class 22 contains 49744 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 276Q: 25 clusters Score -1.101592e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 50848 members 
Mstep: Class 3 contains 47700 members 
Mstep: Class 4 contains 49240 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49197 members 
Mstep: Class 7 contains 30982 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51191 members 
Mstep: Class 10 contains 4124 members 
Mstep: Class 11 contains 43324 members 
Mstep: Class 12 contains 49669 members 
Mstep: Class 13 contains 48965 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47703 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43119 members 
Mstep: Class 22 contains 49714 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159088.000000 Penalty: 79215.406250
Iteration 277Q: 25 clusters Score -1.101591e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 50935 members 
Mstep: Class 3 contains 47694 members 
Mstep: Class 4 contains 49251 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49228 members 
Mstep: Class 7 contains 30986 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51198 members 
Mstep: Class 10 contains 4111 members 
Mstep: Class 11 contains 43295 members 
Mstep: Class 12 contains 49717 members 
Mstep: Class 13 contains 48940 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47698 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42996 members 
Mstep: Class 22 contains 49697 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158616.000000 Penalty: 79215.406250
Iteration 278Q: 25 clusters Score -1.101586e+08 nChanged 1701
Entering ConstructFrom: 
Score: -110158616.000000 Penalty: 79215.406250
Entering ConstructFrom: 
Trying to split cluster 1 (26940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Entering Unmasked Estep 
Score: -5025964.500000 Penalty: 2529.939209
	Iteration 0F: 2 clusters Score -5025964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -5007429.500000 Penalty: 5059.878418
	Iteration 0F: 3 clusters Score -5007430 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -5013903.000000 Penalty: 5059.878418
	Iteration 1F: 3 clusters Score -5013903 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -5014435.000000 Penalty: 5059.878418
	Iteration 2Q: 3 clusters Score -5014435 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -5014971.000000 Penalty: 5059.878418
	Iteration 3Q: 3 clusters Score -5014971 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -5015558.500000 Penalty: 5059.878418
	Iteration 4Q: 3 clusters Score -5015558 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -5016248.000000 Penalty: 5059.878418
	Iteration 5Q: 3 clusters Score -5016248 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -5017040.500000 Penalty: 5059.878418
	Iteration 6F: 3 clusters Score -5017040 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -5017960.500000 Penalty: 5059.878418
	Iteration 7F: 3 clusters Score -5017960 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -5019003.500000 Penalty: 5059.878418
	Iteration 8F: 3 clusters Score -5019004 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -5020070.000000 Penalty: 5059.878418
	Iteration 9F: 3 clusters Score -5020070 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5021010.000000 Penalty: 5059.878418
	Iteration 10F: 3 clusters Score -5021010 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -5021585.000000 Penalty: 5059.878418
	Iteration 11Q: 3 clusters Score -5021585 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -5021928.000000 Penalty: 5059.878418
	Iteration 12Q: 3 clusters Score -5021928 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -5022121.500000 Penalty: 5059.878418
	Iteration 13Q: 3 clusters Score -5022122 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -5022282.000000 Penalty: 5059.878418
	Iteration 14Q: 3 clusters Score -5022282 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -5022396.500000 Penalty: 5059.878418
	Iteration 15Q: 3 clusters Score -5022396 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -5022483.500000 Penalty: 5059.878418
	Iteration 16Q: 3 clusters Score -5022484 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -5022581.500000 Penalty: 5059.878418
	Iteration 17Q: 3 clusters Score -5022582 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -5022644.000000 Penalty: 5059.878418
	Iteration 18Q: 3 clusters Score -5022644 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -5022696.000000 Penalty: 5059.878418
	Iteration 19Q: 3 clusters Score -5022696 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -5022772.000000 Penalty: 5059.878418
	Iteration 20F: 3 clusters Score -5022772 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5022828.000000 Penalty: 5059.878418
	Iteration 21Q: 3 clusters Score -5022828 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -5022905.500000 Penalty: 5059.878418
	Iteration 22Q: 3 clusters Score -5022906 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -5022969.000000 Penalty: 5059.878418
	Iteration 23Q: 3 clusters Score -5022969 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -5023021.000000 Penalty: 5059.878418
	Iteration 24Q: 3 clusters Score -5023021 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -5023054.000000 Penalty: 5059.878418
	Iteration 25Q: 3 clusters Score -5023054 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -5023128.500000 Penalty: 5059.878418
	Iteration 26Q: 3 clusters Score -5023128 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -5023163.500000 Penalty: 5059.878418
	Iteration 27Q: 3 clusters Score -5023164 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -5023185.500000 Penalty: 5059.878418
	Iteration 28Q: 3 clusters Score -5023186 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -5023218.500000 Penalty: 5059.878418
	Iteration 29Q: 3 clusters Score -5023218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -5023240.000000 Penalty: 5059.878418
	Iteration 30Q: 3 clusters Score -5023240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -5023246.500000 Penalty: 5059.878418
	Iteration 31Q: 3 clusters Score -5023246 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -5023271.500000 Penalty: 5059.878418
	Iteration 32Q: 3 clusters Score -5023272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -5023299.000000 Penalty: 5059.878418
	Iteration 33Q: 3 clusters Score -5023299 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -5023314.000000 Penalty: 5059.878418
	Iteration 34Q: 3 clusters Score -5023314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -5023340.500000 Penalty: 5059.878418
	Iteration 35Q: 3 clusters Score -5023340 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5023347.500000 Penalty: 5059.878418
	Iteration 36Q: 3 clusters Score -5023348 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -5023351.500000 Penalty: 5059.878418
	Iteration 37Q: 3 clusters Score -5023352 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -5023374.000000 Penalty: 5059.878418
	Iteration 38Q: 3 clusters Score -5023374 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -5023397.500000 Penalty: 5059.878418
	Iteration 39Q: 3 clusters Score -5023398 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -5023412.500000 Penalty: 5059.878418
	Iteration 40F: 3 clusters Score -5023412 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -5023436.500000 Penalty: 5059.878418
	Iteration 41Q: 3 clusters Score -5023436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -5023459.500000 Penalty: 5059.878418
	Iteration 42Q: 3 clusters Score -5023460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -5023480.000000 Penalty: 5059.878418
	Iteration 43Q: 3 clusters Score -5023480 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -5023494.000000 Penalty: 5059.878418
	Iteration 44Q: 3 clusters Score -5023494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -5023538.000000 Penalty: 5059.878418
	Iteration 45Q: 3 clusters Score -5023538 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5023565.500000 Penalty: 5059.878418
	Iteration 46Q: 3 clusters Score -5023566 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -5023578.000000 Penalty: 5059.878418
	Iteration 47Q: 3 clusters Score -5023578 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -5023613.000000 Penalty: 5059.878418
	Iteration 48Q: 3 clusters Score -5023613 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -5023657.000000 Penalty: 5059.878418
	Iteration 49Q: 3 clusters Score -5023657 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5023682.500000 Penalty: 5059.878418
	Iteration 50Q: 3 clusters Score -5023682 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -5023701.500000 Penalty: 5059.878418
	Iteration 51Q: 3 clusters Score -5023702 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5023726.000000 Penalty: 5059.878418
	Iteration 52Q: 3 clusters Score -5023726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -5023749.500000 Penalty: 5059.878418
	Iteration 53Q: 3 clusters Score -5023750 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5023767.500000 Penalty: 5059.878418
	Iteration 54Q: 3 clusters Score -5023768 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -5023787.500000 Penalty: 5059.878418
	Iteration 55Q: 3 clusters Score -5023788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5023796.000000 Penalty: 5059.878418
	Iteration 56Q: 3 clusters Score -5023796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -5023806.000000 Penalty: 5059.878418
	Iteration 57Q: 3 clusters Score -5023806 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5023816.500000 Penalty: 5059.878418
	Iteration 58Q: 3 clusters Score -5023816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5023822.500000 Penalty: 5059.878418
	Iteration 59Q: 3 clusters Score -5023822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -5023851.500000 Penalty: 5059.878418
	Iteration 60F: 3 clusters Score -5023852 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -5023871.000000 Penalty: 5059.878418
	Iteration 61Q: 3 clusters Score -5023871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -5023891.500000 Penalty: 5059.878418
	Iteration 62Q: 3 clusters Score -5023892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -5023910.500000 Penalty: 5059.878418
	Iteration 63Q: 3 clusters Score -5023910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -5023925.000000 Penalty: 5059.878418
	Iteration 64Q: 3 clusters Score -5023925 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -5023937.000000 Penalty: 5059.878418
	Iteration 65Q: 3 clusters Score -5023937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -5023932.000000 Penalty: 5059.878418
	Iteration 66Q: 3 clusters Score -5023932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5023951.500000 Penalty: 5059.878418
	Iteration 67Q: 3 clusters Score -5023952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5023975.500000 Penalty: 5059.878418
	Iteration 68Q: 3 clusters Score -5023976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -5023977.000000 Penalty: 5059.878418
	Iteration 69Q: 3 clusters Score -5023977 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -5023996.500000 Penalty: 5059.878418
	Iteration 70Q: 3 clusters Score -5023996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -5024009.000000 Penalty: 5059.878418
	Iteration 71Q: 3 clusters Score -5024009 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -5024021.000000 Penalty: 5059.878418
	Iteration 72Q: 3 clusters Score -5024021 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -5024038.500000 Penalty: 5059.878418
	Iteration 73Q: 3 clusters Score -5024038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -5024048.500000 Penalty: 5059.878418
	Iteration 74Q: 3 clusters Score -5024048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -5024043.500000 Penalty: 5059.878418
	Iteration 75Q: 3 clusters Score -5024044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -5024071.000000 Penalty: 5059.878418
	Iteration 76Q: 3 clusters Score -5024071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -5024080.500000 Penalty: 5059.878418
	Iteration 77Q: 3 clusters Score -5024080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -5024083.500000 Penalty: 5059.878418
	Iteration 78Q: 3 clusters Score -5024084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -5024080.500000 Penalty: 5059.878418
	Iteration 79Q: 3 clusters Score -5024080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -5024091.000000 Penalty: 5059.878418
	Iteration 80F: 3 clusters Score -5024091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -5024082.500000 Penalty: 5059.878418
	Iteration 81Q: 3 clusters Score -5024082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -5024105.000000 Penalty: 5059.878418
	Iteration 82Q: 3 clusters Score -5024105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -5024112.000000 Penalty: 5059.878418
	Iteration 83Q: 3 clusters Score -5024112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5024114.500000 Penalty: 5059.878418
	Iteration 84Q: 3 clusters Score -5024114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -5024113.500000 Penalty: 5059.878418
	Iteration 85Q: 3 clusters Score -5024114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -5024113.500000 Penalty: 5059.878418
	Iteration 86Q: 3 clusters Score -5024114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -5024122.000000 Penalty: 5059.878418
	Iteration 87Q: 3 clusters Score -5024122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -5024121.000000 Penalty: 5059.878418
	Iteration 88Q: 3 clusters Score -5024121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -5024114.000000 Penalty: 5059.878418
	Iteration 89Q: 3 clusters Score -5024114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5024119.000000 Penalty: 5059.878418
	Iteration 90Q: 3 clusters Score -5024119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -5024118.000000 Penalty: 5059.878418
	Iteration 91Q: 3 clusters Score -5024118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -5024125.500000 Penalty: 5059.878418
	Iteration 92Q: 3 clusters Score -5024126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -5024133.000000 Penalty: 5059.878418
	Iteration 93Q: 3 clusters Score -5024133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5024130.000000 Penalty: 5059.878418
	Iteration 94Q: 3 clusters Score -5024130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -5024133.500000 Penalty: 5059.878418
	Iteration 95Q: 3 clusters Score -5024134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5024141.000000 Penalty: 5059.878418
	Iteration 96Q: 3 clusters Score -5024141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -5024138.500000 Penalty: 5059.878418
	Iteration 97Q: 3 clusters Score -5024138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -5024140.000000 Penalty: 5059.878418
	Iteration 98Q: 3 clusters Score -5024140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5024137.500000 Penalty: 5059.878418
	Iteration 99Q: 3 clusters Score -5024138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -5024138.500000 Penalty: 5059.878418
	Iteration 100F: 3 clusters Score -5024138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -5024137.000000 Penalty: 5059.878418
	Iteration 101Q: 3 clusters Score -5024137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -5024141.500000 Penalty: 5059.878418
	Iteration 102Q: 3 clusters Score -5024142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -5024140.000000 Penalty: 5059.878418
	Iteration 103Q: 3 clusters Score -5024140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -5024137.000000 Penalty: 5059.878418
	Iteration 104Q: 3 clusters Score -5024137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -5024142.500000 Penalty: 5059.878418
	Iteration 105Q: 3 clusters Score -5024142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -5024140.500000 Penalty: 5059.878418
	Iteration 106Q: 3 clusters Score -5024140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -5024144.500000 Penalty: 5059.878418
	Iteration 107Q: 3 clusters Score -5024144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -5024149.500000 Penalty: 5059.878418
	Iteration 108Q: 3 clusters Score -5024150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -5024158.500000 Penalty: 5059.878418
	Iteration 109Q: 3 clusters Score -5024158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -5024162.500000 Penalty: 5059.878418
	Iteration 110Q: 3 clusters Score -5024162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -5024160.500000 Penalty: 5059.878418
	Iteration 111Q: 3 clusters Score -5024160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -5024173.000000 Penalty: 5059.878418
	Iteration 112Q: 3 clusters Score -5024173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -5024178.500000 Penalty: 5059.878418
	Iteration 113Q: 3 clusters Score -5024178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -5024175.500000 Penalty: 5059.878418
	Iteration 114Q: 3 clusters Score -5024176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -5024169.500000 Penalty: 5059.878418
	Iteration 115Q: 3 clusters Score -5024170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -5024174.000000 Penalty: 5059.878418
	Iteration 116Q: 3 clusters Score -5024174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -5024168.500000 Penalty: 5059.878418
	Iteration 117Q: 3 clusters Score -5024168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -5024168.500000 Penalty: 5059.878418
	Iteration 118F: 3 clusters Score -5024168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Entering Unmasked Estep 
Score: -9603943.000000 Penalty: 2688.342529
	Iteration 0F: 2 clusters Score -9603943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -9573100.000000 Penalty: 5376.685059
	Iteration 0F: 3 clusters Score -9573100 nChanged 23757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -9586267.000000 Penalty: 5376.685059
	Iteration 1F: 3 clusters Score -9586267 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -9586803.000000 Penalty: 5376.685059
	Iteration 2Q: 3 clusters Score -9586803 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -9587314.000000 Penalty: 5376.685059
	Iteration 3Q: 3 clusters Score -9587314 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -9587798.000000 Penalty: 5376.685059
	Iteration 4Q: 3 clusters Score -9587798 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -9588206.000000 Penalty: 5376.685059
	Iteration 5Q: 3 clusters Score -9588206 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -9588785.000000 Penalty: 5376.685059
	Iteration 6Q: 3 clusters Score -9588785 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -9589561.000000 Penalty: 5376.685059
	Iteration 7Q: 3 clusters Score -9589561 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -9590397.000000 Penalty: 5376.685059
	Iteration 8Q: 3 clusters Score -9590397 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -9591379.000000 Penalty: 5376.685059
	Iteration 9Q: 3 clusters Score -9591379 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -9592463.000000 Penalty: 5376.685059
	Iteration 10Q: 3 clusters Score -9592463 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -9593700.000000 Penalty: 5376.685059
	Iteration 11Q: 3 clusters Score -9593700 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -9595136.000000 Penalty: 5376.685059
	Iteration 12Q: 3 clusters Score -9595136 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -9596384.000000 Penalty: 5376.685059
	Iteration 13Q: 3 clusters Score -9596384 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -9597630.000000 Penalty: 5376.685059
	Iteration 14Q: 3 clusters Score -9597630 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -9598601.000000 Penalty: 5376.685059
	Iteration 15Q: 3 clusters Score -9598601 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -9599451.000000 Penalty: 5376.685059
	Iteration 16Q: 3 clusters Score -9599451 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -9600081.000000 Penalty: 5376.685059
	Iteration 17Q: 3 clusters Score -9600081 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -9600428.000000 Penalty: 5376.685059
	Iteration 18Q: 3 clusters Score -9600428 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -9600762.000000 Penalty: 5376.685059
	Iteration 19Q: 3 clusters Score -9600762 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -9601032.000000 Penalty: 5376.685059
	Iteration 20F: 3 clusters Score -9601032 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -9601242.000000 Penalty: 5376.685059
	Iteration 21Q: 3 clusters Score -9601242 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -9601573.000000 Penalty: 5376.685059
	Iteration 22Q: 3 clusters Score -9601573 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -9601797.000000 Penalty: 5376.685059
	Iteration 23Q: 3 clusters Score -9601797 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -9601950.000000 Penalty: 5376.685059
	Iteration 24Q: 3 clusters Score -9601950 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -9602100.000000 Penalty: 5376.685059
	Iteration 25Q: 3 clusters Score -9602100 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -9602251.000000 Penalty: 5376.685059
	Iteration 26Q: 3 clusters Score -9602251 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -9602412.000000 Penalty: 5376.685059
	Iteration 27Q: 3 clusters Score -9602412 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -9602484.000000 Penalty: 5376.685059
	Iteration 28Q: 3 clusters Score -9602484 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9602656.000000 Penalty: 5376.685059
	Iteration 29Q: 3 clusters Score -9602656 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -9602833.000000 Penalty: 5376.685059
	Iteration 30Q: 3 clusters Score -9602833 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -9602988.000000 Penalty: 5376.685059
	Iteration 31Q: 3 clusters Score -9602988 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -9603150.000000 Penalty: 5376.685059
	Iteration 32Q: 3 clusters Score -9603150 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -9603296.000000 Penalty: 5376.685059
	Iteration 33Q: 3 clusters Score -9603296 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -9603418.000000 Penalty: 5376.685059
	Iteration 34Q: 3 clusters Score -9603418 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -9603567.000000 Penalty: 5376.685059
	Iteration 35Q: 3 clusters Score -9603567 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -9603692.000000 Penalty: 5376.685059
	Iteration 36Q: 3 clusters Score -9603692 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -9603825.000000 Penalty: 5376.685059
	Iteration 37Q: 3 clusters Score -9603825 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -9603951.000000 Penalty: 5376.685059
	Iteration 38Q: 3 clusters Score -9603951 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -9604075.000000 Penalty: 5376.685059
	Iteration 39Q: 3 clusters Score -9604075 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -9604207.000000 Penalty: 5376.685059
	Iteration 40F: 3 clusters Score -9604207 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -9604369.000000 Penalty: 5376.685059
	Iteration 41Q: 3 clusters Score -9604369 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -9604486.000000 Penalty: 5376.685059
	Iteration 42Q: 3 clusters Score -9604486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -9604629.000000 Penalty: 5376.685059
	Iteration 43Q: 3 clusters Score -9604629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -9604741.000000 Penalty: 5376.685059
	Iteration 44Q: 3 clusters Score -9604741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -9604847.000000 Penalty: 5376.685059
	Iteration 45Q: 3 clusters Score -9604847 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -9604957.000000 Penalty: 5376.685059
	Iteration 46Q: 3 clusters Score -9604957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -9605073.000000 Penalty: 5376.685059
	Iteration 47Q: 3 clusters Score -9605073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -9605171.000000 Penalty: 5376.685059
	Iteration 48Q: 3 clusters Score -9605171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -9605287.000000 Penalty: 5376.685059
	Iteration 49Q: 3 clusters Score -9605287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -9605355.000000 Penalty: 5376.685059
	Iteration 50Q: 3 clusters Score -9605355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -9605417.000000 Penalty: 5376.685059
	Iteration 51Q: 3 clusters Score -9605417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -9605458.000000 Penalty: 5376.685059
	Iteration 52Q: 3 clusters Score -9605458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -9605499.000000 Penalty: 5376.685059
	Iteration 53Q: 3 clusters Score -9605499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -9605520.000000 Penalty: 5376.685059
	Iteration 54Q: 3 clusters Score -9605520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -9605542.000000 Penalty: 5376.685059
	Iteration 55Q: 3 clusters Score -9605542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -9605553.000000 Penalty: 5376.685059
	Iteration 56Q: 3 clusters Score -9605553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -9605551.000000 Penalty: 5376.685059
	Iteration 57Q: 3 clusters Score -9605551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -9605558.000000 Penalty: 5376.685059
	Iteration 58Q: 3 clusters Score -9605558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -9605559.000000 Penalty: 5376.685059
	Iteration 59Q: 3 clusters Score -9605559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -9605567.000000 Penalty: 5376.685059
	Iteration 60F: 3 clusters Score -9605567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 289 members 
Mstep: Class 3 contains 47680 members 
Mstep: Class 4 contains 49241 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49237 members 
Mstep: Class 7 contains 30996 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51207 members 
Mstep: Class 10 contains 4105 members 
Mstep: Class 11 contains 43270 members 
Mstep: Class 12 contains 49775 members 
Mstep: Class 13 contains 48913 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47722 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42898 members 
Mstep: Class 22 contains 49666 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 50737 members 
Entering Unmasked Estep 
Score: -110159416.000000 Penalty: 82516.046875
Splitting cluster 2 changes total score from -110158616.000000 to -110159416.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 3 (47680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Entering Unmasked Estep 
Score: -8836855.000000 Penalty: 2671.522217
	Iteration 0F: 2 clusters Score -8836855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -8805178.000000 Penalty: 5343.044434
	Iteration 0F: 3 clusters Score -8805178 nChanged 22002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -8817532.000000 Penalty: 5343.044434
	Iteration 1F: 3 clusters Score -8817532 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -8818457.000000 Penalty: 5343.044434
	Iteration 2Q: 3 clusters Score -8818457 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -8819695.000000 Penalty: 5343.044434
	Iteration 3F: 3 clusters Score -8819695 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -8821560.000000 Penalty: 5343.044434
	Iteration 4F: 3 clusters Score -8821560 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -8824223.000000 Penalty: 5343.044434
	Iteration 5F: 3 clusters Score -8824223 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -8827537.000000 Penalty: 5343.044434
	Iteration 6F: 3 clusters Score -8827537 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -8830770.000000 Penalty: 5343.044434
	Iteration 7F: 3 clusters Score -8830770 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -8833075.000000 Penalty: 5343.044434
	Iteration 8Q: 3 clusters Score -8833075 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -8833993.000000 Penalty: 5343.044434
	Iteration 9Q: 3 clusters Score -8833993 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -8834306.000000 Penalty: 5343.044434
	Iteration 10Q: 3 clusters Score -8834306 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -8834416.000000 Penalty: 5343.044434
	Iteration 11Q: 3 clusters Score -8834416 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -8834516.000000 Penalty: 5343.044434
	Iteration 12Q: 3 clusters Score -8834516 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -8834589.000000 Penalty: 5343.044434
	Iteration 13Q: 3 clusters Score -8834589 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -8834625.000000 Penalty: 5343.044434
	Iteration 14Q: 3 clusters Score -8834625 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -8834659.000000 Penalty: 5343.044434
	Iteration 15Q: 3 clusters Score -8834659 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -8834725.000000 Penalty: 5343.044434
	Iteration 16Q: 3 clusters Score -8834725 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -8834775.000000 Penalty: 5343.044434
	Iteration 17Q: 3 clusters Score -8834775 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -8834797.000000 Penalty: 5343.044434
	Iteration 18Q: 3 clusters Score -8834797 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -8834825.000000 Penalty: 5343.044434
	Iteration 19Q: 3 clusters Score -8834825 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -8834854.000000 Penalty: 5343.044434
	Iteration 20F: 3 clusters Score -8834854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -8834895.000000 Penalty: 5343.044434
	Iteration 21Q: 3 clusters Score -8834895 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -8834912.000000 Penalty: 5343.044434
	Iteration 22Q: 3 clusters Score -8834912 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -8834949.000000 Penalty: 5343.044434
	Iteration 23Q: 3 clusters Score -8834949 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -8834957.000000 Penalty: 5343.044434
	Iteration 24Q: 3 clusters Score -8834957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -8834996.000000 Penalty: 5343.044434
	Iteration 25Q: 3 clusters Score -8834996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8835022.000000 Penalty: 5343.044434
	Iteration 26Q: 3 clusters Score -8835022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -8835025.000000 Penalty: 5343.044434
	Iteration 27Q: 3 clusters Score -8835025 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -8835047.000000 Penalty: 5343.044434
	Iteration 28Q: 3 clusters Score -8835047 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -8835058.000000 Penalty: 5343.044434
	Iteration 29Q: 3 clusters Score -8835058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -8835071.000000 Penalty: 5343.044434
	Iteration 30Q: 3 clusters Score -8835071 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -8835062.000000 Penalty: 5343.044434
	Iteration 31Q: 3 clusters Score -8835062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -8835089.000000 Penalty: 5343.044434
	Iteration 32Q: 3 clusters Score -8835089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -8835085.000000 Penalty: 5343.044434
	Iteration 33Q: 3 clusters Score -8835085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -8835102.000000 Penalty: 5343.044434
	Iteration 34Q: 3 clusters Score -8835102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -8835111.000000 Penalty: 5343.044434
	Iteration 35Q: 3 clusters Score -8835111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -8835119.000000 Penalty: 5343.044434
	Iteration 36Q: 3 clusters Score -8835119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -8835117.000000 Penalty: 5343.044434
	Iteration 37Q: 3 clusters Score -8835117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -8835131.000000 Penalty: 5343.044434
	Iteration 38Q: 3 clusters Score -8835131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -8835131.000000 Penalty: 5343.044434
	Iteration 39Q: 3 clusters Score -8835131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -8835142.000000 Penalty: 5343.044434
	Iteration 40F: 3 clusters Score -8835142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -8835155.000000 Penalty: 5343.044434
	Iteration 41Q: 3 clusters Score -8835155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -8835141.000000 Penalty: 5343.044434
	Iteration 42Q: 3 clusters Score -8835141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -8835155.000000 Penalty: 5343.044434
	Iteration 43Q: 3 clusters Score -8835155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -8835154.000000 Penalty: 5343.044434
	Iteration 44Q: 3 clusters Score -8835154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -8835159.000000 Penalty: 5343.044434
	Iteration 45Q: 3 clusters Score -8835159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -8835170.000000 Penalty: 5343.044434
	Iteration 46Q: 3 clusters Score -8835170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8835175.000000 Penalty: 5343.044434
	Iteration 47Q: 3 clusters Score -8835175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -8835174.000000 Penalty: 5343.044434
	Iteration 48Q: 3 clusters Score -8835174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -8835183.000000 Penalty: 5343.044434
	Iteration 49Q: 3 clusters Score -8835183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -8835168.000000 Penalty: 5343.044434
	Iteration 50Q: 3 clusters Score -8835168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -8835171.000000 Penalty: 5343.044434
	Iteration 51Q: 3 clusters Score -8835171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -8835177.000000 Penalty: 5343.044434
	Iteration 52Q: 3 clusters Score -8835177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -8835190.000000 Penalty: 5343.044434
	Iteration 53Q: 3 clusters Score -8835190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8835183.000000 Penalty: 5343.044434
	Iteration 54Q: 3 clusters Score -8835183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -8835201.000000 Penalty: 5343.044434
	Iteration 55Q: 3 clusters Score -8835201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -8835213.000000 Penalty: 5343.044434
	Iteration 56Q: 3 clusters Score -8835213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -8835227.000000 Penalty: 5343.044434
	Iteration 57Q: 3 clusters Score -8835227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8835226.000000 Penalty: 5343.044434
	Iteration 58Q: 3 clusters Score -8835226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -8835239.000000 Penalty: 5343.044434
	Iteration 59Q: 3 clusters Score -8835239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8835244.000000 Penalty: 5343.044434
	Iteration 60F: 3 clusters Score -8835244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8835264.000000 Penalty: 5343.044434
	Iteration 61Q: 3 clusters Score -8835264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -8835274.000000 Penalty: 5343.044434
	Iteration 62Q: 3 clusters Score -8835274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -8835274.000000 Penalty: 5343.044434
	Iteration 63Q: 3 clusters Score -8835274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -8835277.000000 Penalty: 5343.044434
	Iteration 64Q: 3 clusters Score -8835277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -8835283.000000 Penalty: 5343.044434
	Iteration 65Q: 3 clusters Score -8835283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -8835279.000000 Penalty: 5343.044434
	Iteration 66Q: 3 clusters Score -8835279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8835294.000000 Penalty: 5343.044434
	Iteration 67Q: 3 clusters Score -8835294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8835295.000000 Penalty: 5343.044434
	Iteration 68Q: 3 clusters Score -8835295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -8835287.000000 Penalty: 5343.044434
	Iteration 69Q: 3 clusters Score -8835287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -8835298.000000 Penalty: 5343.044434
	Iteration 70Q: 3 clusters Score -8835298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -8835301.000000 Penalty: 5343.044434
	Iteration 71Q: 3 clusters Score -8835301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -8835310.000000 Penalty: 5343.044434
	Iteration 72Q: 3 clusters Score -8835310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -8835307.000000 Penalty: 5343.044434
	Iteration 73Q: 3 clusters Score -8835307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8835290.000000 Penalty: 5343.044434
	Iteration 74Q: 3 clusters Score -8835290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -8835306.000000 Penalty: 5343.044434
	Iteration 75Q: 3 clusters Score -8835306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -8835309.000000 Penalty: 5343.044434
	Iteration 76Q: 3 clusters Score -8835309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8835314.000000 Penalty: 5343.044434
	Iteration 77Q: 3 clusters Score -8835314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -8835332.000000 Penalty: 5343.044434
	Iteration 78Q: 3 clusters Score -8835332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -8835322.000000 Penalty: 5343.044434
	Iteration 79Q: 3 clusters Score -8835322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -8835326.000000 Penalty: 5343.044434
	Iteration 80F: 3 clusters Score -8835326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -8835329.000000 Penalty: 5343.044434
	Iteration 81Q: 3 clusters Score -8835329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8835335.000000 Penalty: 5343.044434
	Iteration 82Q: 3 clusters Score -8835335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -8835328.000000 Penalty: 5343.044434
	Iteration 83Q: 3 clusters Score -8835328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -8835333.000000 Penalty: 5343.044434
	Iteration 84Q: 3 clusters Score -8835333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -8835341.000000 Penalty: 5343.044434
	Iteration 85Q: 3 clusters Score -8835341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -8835344.000000 Penalty: 5343.044434
	Iteration 86Q: 3 clusters Score -8835344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -8835349.000000 Penalty: 5343.044434
	Iteration 87Q: 3 clusters Score -8835349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -8835354.000000 Penalty: 5343.044434
	Iteration 88Q: 3 clusters Score -8835354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8835354.000000 Penalty: 5343.044434
	Iteration 89Q: 3 clusters Score -8835354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8835363.000000 Penalty: 5343.044434
	Iteration 90Q: 3 clusters Score -8835363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -8835350.000000 Penalty: 5343.044434
	Iteration 91Q: 3 clusters Score -8835350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8835345.000000 Penalty: 5343.044434
	Iteration 92Q: 3 clusters Score -8835345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -8835338.000000 Penalty: 5343.044434
	Iteration 93Q: 3 clusters Score -8835338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -8835351.000000 Penalty: 5343.044434
	Iteration 94Q: 3 clusters Score -8835351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -8835343.000000 Penalty: 5343.044434
	Iteration 95Q: 3 clusters Score -8835343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -8835337.000000 Penalty: 5343.044434
	Iteration 96Q: 3 clusters Score -8835337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8835344.000000 Penalty: 5343.044434
	Iteration 97Q: 3 clusters Score -8835344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -8835343.000000 Penalty: 5343.044434
	Iteration 98Q: 3 clusters Score -8835343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -8835350.000000 Penalty: 5343.044434
	Iteration 99Q: 3 clusters Score -8835350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -8835335.000000 Penalty: 5343.044434
	Iteration 100F: 3 clusters Score -8835335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -8835351.000000 Penalty: 5343.044434
	Iteration 101Q: 3 clusters Score -8835351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -8835359.000000 Penalty: 5343.044434
	Iteration 102Q: 3 clusters Score -8835359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -8835348.000000 Penalty: 5343.044434
	Iteration 103Q: 3 clusters Score -8835348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -8835342.000000 Penalty: 5343.044434
	Iteration 104Q: 3 clusters Score -8835342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -8835355.000000 Penalty: 5343.044434
	Iteration 105Q: 3 clusters Score -8835355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -8835363.000000 Penalty: 5343.044434
	Iteration 106Q: 3 clusters Score -8835363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -8835362.000000 Penalty: 5343.044434
	Iteration 107Q: 3 clusters Score -8835362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -8835360.000000 Penalty: 5343.044434
	Iteration 108Q: 3 clusters Score -8835360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8835361.000000 Penalty: 5343.044434
	Iteration 109Q: 3 clusters Score -8835361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -8835369.000000 Penalty: 5343.044434
	Iteration 110Q: 3 clusters Score -8835369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -8835378.000000 Penalty: 5343.044434
	Iteration 111Q: 3 clusters Score -8835378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -8835368.000000 Penalty: 5343.044434
	Iteration 112Q: 3 clusters Score -8835368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -8835372.000000 Penalty: 5343.044434
	Iteration 113Q: 3 clusters Score -8835372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -8835378.000000 Penalty: 5343.044434
	Iteration 114Q: 3 clusters Score -8835378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -8835377.000000 Penalty: 5343.044434
	Iteration 115Q: 3 clusters Score -8835377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -8835374.000000 Penalty: 5343.044434
	Iteration 116Q: 3 clusters Score -8835374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8835370.000000 Penalty: 5343.044434
	Iteration 117Q: 3 clusters Score -8835370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -8835375.000000 Penalty: 5343.044434
	Iteration 118Q: 3 clusters Score -8835375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8835369.000000 Penalty: 5343.044434
	Iteration 119Q: 3 clusters Score -8835369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8835369.000000 Penalty: 5343.044434
	Iteration 120F: 3 clusters Score -8835369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Entering Unmasked Estep 
Score: -9199129.000000 Penalty: 2679.511475
	Iteration 0F: 2 clusters Score -9199129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -9167787.000000 Penalty: 5359.022949
	Iteration 0F: 3 clusters Score -9167787 nChanged 22601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -9180097.000000 Penalty: 5359.022949
	Iteration 1F: 3 clusters Score -9180097 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -9180554.000000 Penalty: 5359.022949
	Iteration 2Q: 3 clusters Score -9180554 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -9181191.000000 Penalty: 5359.022949
	Iteration 3Q: 3 clusters Score -9181191 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -9181903.000000 Penalty: 5359.022949
	Iteration 4Q: 3 clusters Score -9181903 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -9182918.000000 Penalty: 5359.022949
	Iteration 5Q: 3 clusters Score -9182918 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -9184586.000000 Penalty: 5359.022949
	Iteration 6F: 3 clusters Score -9184586 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -9187076.000000 Penalty: 5359.022949
	Iteration 7F: 3 clusters Score -9187076 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -9190487.000000 Penalty: 5359.022949
	Iteration 8F: 3 clusters Score -9190487 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -9193902.000000 Penalty: 5359.022949
	Iteration 9F: 3 clusters Score -9193902 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -9195711.000000 Penalty: 5359.022949
	Iteration 10F: 3 clusters Score -9195711 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -9196386.000000 Penalty: 5359.022949
	Iteration 11Q: 3 clusters Score -9196386 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -9196634.000000 Penalty: 5359.022949
	Iteration 12Q: 3 clusters Score -9196634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -9196761.000000 Penalty: 5359.022949
	Iteration 13Q: 3 clusters Score -9196761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -9196813.000000 Penalty: 5359.022949
	Iteration 14Q: 3 clusters Score -9196813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -9196853.000000 Penalty: 5359.022949
	Iteration 15Q: 3 clusters Score -9196853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -9196868.000000 Penalty: 5359.022949
	Iteration 16Q: 3 clusters Score -9196868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -9196875.000000 Penalty: 5359.022949
	Iteration 17Q: 3 clusters Score -9196875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -9196873.000000 Penalty: 5359.022949
	Iteration 18Q: 3 clusters Score -9196873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -9196880.000000 Penalty: 5359.022949
	Iteration 19Q: 3 clusters Score -9196880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -9196882.000000 Penalty: 5359.022949
	Iteration 20F: 3 clusters Score -9196882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -9196888.000000 Penalty: 5359.022949
	Iteration 21Q: 3 clusters Score -9196888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -9196892.000000 Penalty: 5359.022949
	Iteration 22Q: 3 clusters Score -9196892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -9196892.000000 Penalty: 5359.022949
	Iteration 23Q: 3 clusters Score -9196892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -9196892.000000 Penalty: 5359.022949
	Iteration 24Q: 3 clusters Score -9196892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -9196893.000000 Penalty: 5359.022949
	Iteration 25Q: 3 clusters Score -9196893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -9196896.000000 Penalty: 5359.022949
	Iteration 26Q: 3 clusters Score -9196896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -9196894.000000 Penalty: 5359.022949
	Iteration 27Q: 3 clusters Score -9196894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -9196894.000000 Penalty: 5359.022949
	Iteration 28F: 3 clusters Score -9196894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -420151.687500 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -420151.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -417244.093750 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -417244.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -417878.093750 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -417878.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -418059.781250 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -418059.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -418224.687500 Penalty: 3870.301270
	Iteration 3F: 3 clusters Score -418224.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -418362.281250 Penalty: 3870.301270
	Iteration 4Q: 3 clusters Score -418362.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -418473.562500 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -418473.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -418606.406250 Penalty: 3870.301270
	Iteration 6Q: 3 clusters Score -418606.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -418765.468750 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -418765.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -418924.437500 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -418924.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -419012.750000 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -419012.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -419085.312500 Penalty: 3870.301270
	Iteration 10Q: 3 clusters Score -419085.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -419140.531250 Penalty: 3870.301270
	Iteration 11Q: 3 clusters Score -419140.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -419191.437500 Penalty: 3870.301270
	Iteration 12Q: 3 clusters Score -419191.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -419240.218750 Penalty: 3870.301270
	Iteration 13Q: 3 clusters Score -419240.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -419278.906250 Penalty: 3870.301270
	Iteration 14Q: 3 clusters Score -419278.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -419309.937500 Penalty: 3870.301270
	Iteration 15Q: 3 clusters Score -419309.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -419327.593750 Penalty: 3870.301270
	Iteration 16Q: 3 clusters Score -419327.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -419352.343750 Penalty: 3870.301270
	Iteration 17Q: 3 clusters Score -419352.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -419374.312500 Penalty: 3870.301270
	Iteration 18Q: 3 clusters Score -419374.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -419385.875000 Penalty: 3870.301270
	Iteration 19Q: 3 clusters Score -419385.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -419390.281250 Penalty: 3870.301270
	Iteration 20F: 3 clusters Score -419390.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -419392.562500 Penalty: 3870.301270
	Iteration 21Q: 3 clusters Score -419392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -419395.968750 Penalty: 3870.301270
	Iteration 22Q: 3 clusters Score -419396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -419397.031250 Penalty: 3870.301270
	Iteration 23Q: 3 clusters Score -419397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -419398.218750 Penalty: 3870.301270
	Iteration 24Q: 3 clusters Score -419398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -419398.218750 Penalty: 3870.301270
	Iteration 25F: 3 clusters Score -419398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Entering Unmasked Estep 
Score: -9168487.000000 Penalty: 2679.491211
	Iteration 0F: 2 clusters Score -9168487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -9136681.000000 Penalty: 5358.982422
	Iteration 0F: 3 clusters Score -9136681 nChanged 22885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -9149582.000000 Penalty: 5358.982422
	Iteration 1F: 3 clusters Score -9149582 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -9150506.000000 Penalty: 5358.982422
	Iteration 2Q: 3 clusters Score -9150506 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -9151564.000000 Penalty: 5358.982422
	Iteration 3Q: 3 clusters Score -9151564 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -9153120.000000 Penalty: 5358.982422
	Iteration 4F: 3 clusters Score -9153120 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -9154927.000000 Penalty: 5358.982422
	Iteration 5F: 3 clusters Score -9154927 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9156998 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9159240 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9161287 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9162560 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -9163144.000000 Penalty: 5358.982422
	Iteration 10Q: 3 clusters Score -9163144 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -9163439.000000 Penalty: 5358.982422
	Iteration 11Q: 3 clusters Score -9163439 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -9163742.000000 Penalty: 5358.982422
	Iteration 12Q: 3 clusters Score -9163742 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9164006 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -9164226.000000 Penalty: 5358.982422
	Iteration 14Q: 3 clusters Score -9164226 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -9164433.000000 Penalty: 5358.982422
	Iteration 15Q: 3 clusters Score -9164433 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -9164628.000000 Penalty: 5358.982422
	Iteration 16Q: 3 clusters Score -9164628 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9164827 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9164980 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -9165185.000000 Penalty: 5358.982422
	Iteration 19Q: 3 clusters Score -9165185 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -9165305.000000 Penalty: 5358.982422
	Iteration 20F: 3 clusters Score -9165305 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -9165401.000000 Penalty: 5358.982422
	Iteration 21Q: 3 clusters Score -9165401 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -9165482.000000 Penalty: 5358.982422
	Iteration 22Q: 3 clusters Score -9165482 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -9165552.000000 Penalty: 5358.982422
	Iteration 23Q: 3 clusters Score -9165552 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -9165607.000000 Penalty: 5358.982422
	Iteration 24Q: 3 clusters Score -9165607 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -9165661.000000 Penalty: 5358.982422
	Iteration 25Q: 3 clusters Score -9165661 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -9165764.000000 Penalty: 5358.982422
	Iteration 26Q: 3 clusters Score -9165764 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -9165812.000000 Penalty: 5358.982422
	Iteration 27Q: 3 clusters Score -9165812 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9165860 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -9165878.000000 Penalty: 5358.982422
	Iteration 29Q: 3 clusters Score -9165878 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -9165932.000000 Penalty: 5358.982422
	Iteration 30Q: 3 clusters Score -9165932 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9165974 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9166033 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9166062 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9166092 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -9166124.000000 Penalty: 5358.982422
	Iteration 35Q: 3 clusters Score -9166124 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -9166142.000000 Penalty: 5358.982422
	Iteration 36Q: 3 clusters Score -9166142 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -9166156.000000 Penalty: 5358.982422
	Iteration 37Q: 3 clusters Score -9166156 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -9166185.000000 Penalty: 5358.982422
	Iteration 38Q: 3 clusters Score -9166185 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -9166221.000000 Penalty: 5358.982422
	Iteration 39Q: 3 clusters Score -9166221 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -9166283.000000 Penalty: 5358.982422
	Iteration 40F: 3 clusters Score -9166283 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9166332 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -9166353.000000 Penalty: 5358.982422
	Iteration 42Q: 3 clusters Score -9166353 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -9166395.000000 Penalty: 5358.982422
	Iteration 43Q: 3 clusters Score -9166395 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -9166451.000000 Penalty: 5358.982422
	Iteration 44Q: 3 clusters Score -9166451 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -9166509.000000 Penalty: 5358.982422
	Iteration 45Q: 3 clusters Score -9166509 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -9166537.000000 Penalty: 5358.982422
	Iteration 46Q: 3 clusters Score -9166537 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9166580 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9166593 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -9166615.000000 Penalty: 5358.982422
	Iteration 49Q: 3 clusters Score -9166615 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -9166649.000000 Penalty: 5358.982422
	Iteration 50Q: 3 clusters Score -9166649 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9166688 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9166734 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -9166758.000000 Penalty: 5358.982422
	Iteration 53Q: 3 clusters Score -9166758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9166784 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9166785 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9166791 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -9166807.000000 Penalty: 5358.982422
	Iteration 57Q: 3 clusters Score -9166807 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -9166824.000000 Penalty: 5358.982422
	Iteration 58Q: 3 clusters Score -9166824 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -9166835.000000 Penalty: 5358.982422
	Iteration 59Q: 3 clusters Score -9166835 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -9166838.000000 Penalty: 5358.982422
	Iteration 60F: 3 clusters Score -9166838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9166845 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9166864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -9166879.000000 Penalty: 5358.982422
	Iteration 63Q: 3 clusters Score -9166879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9166886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9166898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9166915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9166950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9166969 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9166967 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -9167001.000000 Penalty: 5358.982422
	Iteration 70Q: 3 clusters Score -9167001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -9167015.000000 Penalty: 5358.982422
	Iteration 71Q: 3 clusters Score -9167015 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9167046 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9167068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9167075 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9167089 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9167090 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -9167114.000000 Penalty: 5358.982422
	Iteration 77Q: 3 clusters Score -9167114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -9167107.000000 Penalty: 5358.982422
	Iteration 78Q: 3 clusters Score -9167107 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9167088 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9167106 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9167114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9167110 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9167096 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -9167102.000000 Penalty: 5358.982422
	Iteration 84Q: 3 clusters Score -9167102 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -9167120.000000 Penalty: 5358.982422
	Iteration 85Q: 3 clusters Score -9167120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -9167119.000000 Penalty: 5358.982422
	Iteration 86Q: 3 clusters Score -9167119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -9167126.000000 Penalty: 5358.982422
	Iteration 87Q: 3 clusters Score -9167126 nChanged 46
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Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -9167142.000000 Penalty: 5358.982422
	Iteration 88Q: 3 clusters Score -9167142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -9167145.000000 Penalty: 5358.982422
	Iteration 89Q: 3 clusters Score -9167145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -9167151.000000 Penalty: 5358.982422
	Iteration 90Q: 3 clusters Score -9167151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -9167146.000000 Penalty: 5358.982422
	Iteration 91Q: 3 clusters Score -9167146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -9167135.000000 Penalty: 5358.982422
	Iteration 92Q: 3 clusters Score -9167135 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9167151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -9167162.000000 Penalty: 5358.982422
	Iteration 94Q: 3 clusters Score -9167162 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -9167150.000000 Penalty: 5358.982422
	Iteration 95Q: 3 clusters Score -9167150 nChanged 51
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Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -9167138.000000 Penalty: 5358.982422
	Iteration 96Q: 3 clusters Score -9167138 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -9167130.000000 Penalty: 5358.982422
	Iteration 97Q: 3 clusters Score -9167130 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -9167147.000000 Penalty: 5358.982422
	Iteration 98Q: 3 clusters Score -9167147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -9167151.000000 Penalty: 5358.982422
	Iteration 99Q: 3 clusters Score -9167151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -9167145.000000 Penalty: 5358.982422
	Iteration 100F: 3 clusters Score -9167145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -9167164.000000 Penalty: 5358.982422
	Iteration 101Q: 3 clusters Score -9167164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -9167168.000000 Penalty: 5358.982422
	Iteration 102Q: 3 clusters Score -9167168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -9167168.000000 Penalty: 5358.982422
	Iteration 103Q: 3 clusters Score -9167168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -9167179.000000 Penalty: 5358.982422
	Iteration 104Q: 3 clusters Score -9167179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -9167175.000000 Penalty: 5358.982422
	Iteration 105Q: 3 clusters Score -9167175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -9167159.000000 Penalty: 5358.982422
	Iteration 106Q: 3 clusters Score -9167159 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -9167149.000000 Penalty: 5358.982422
	Iteration 107Q: 3 clusters Score -9167149 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -9167143.000000 Penalty: 5358.982422
	Iteration 108Q: 3 clusters Score -9167143 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -9167125.000000 Penalty: 5358.982422
	Iteration 109Q: 3 clusters Score -9167125 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -9167094.000000 Penalty: 5358.982422
	Iteration 110Q: 3 clusters Score -9167094 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -9167072.000000 Penalty: 5358.982422
	Iteration 111Q: 3 clusters Score -9167072 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -9167085.000000 Penalty: 5358.982422
	Iteration 112Q: 3 clusters Score -9167085 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -9167074.000000 Penalty: 5358.982422
	Iteration 113Q: 3 clusters Score -9167074 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -9167063.000000 Penalty: 5358.982422
	Iteration 114Q: 3 clusters Score -9167063 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -9167047.000000 Penalty: 5358.982422
	Iteration 115Q: 3 clusters Score -9167047 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -9167028.000000 Penalty: 5358.982422
	Iteration 116Q: 3 clusters Score -9167028 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -9167050.000000 Penalty: 5358.982422
	Iteration 117Q: 3 clusters Score -9167050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -9167051.000000 Penalty: 5358.982422
	Iteration 118Q: 3 clusters Score -9167051 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -9167034.000000 Penalty: 5358.982422
	Iteration 119Q: 3 clusters Score -9167034 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -9167015.000000 Penalty: 5358.982422
	Iteration 120F: 3 clusters Score -9167015 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -9166974.000000 Penalty: 5358.982422
	Iteration 121Q: 3 clusters Score -9166974 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -9166945.000000 Penalty: 5358.982422
	Iteration 122Q: 3 clusters Score -9166945 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -9166910.000000 Penalty: 5358.982422
	Iteration 123Q: 3 clusters Score -9166910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -9166902.000000 Penalty: 5358.982422
	Iteration 124Q: 3 clusters Score -9166902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -9166889.000000 Penalty: 5358.982422
	Iteration 125Q: 3 clusters Score -9166889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -9166873.000000 Penalty: 5358.982422
	Iteration 126Q: 3 clusters Score -9166873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -9166852.000000 Penalty: 5358.982422
	Iteration 127Q: 3 clusters Score -9166852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -9166854.000000 Penalty: 5358.982422
	Iteration 128Q: 3 clusters Score -9166854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -9166851.000000 Penalty: 5358.982422
	Iteration 129Q: 3 clusters Score -9166851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -9166818.000000 Penalty: 5358.982422
	Iteration 130Q: 3 clusters Score -9166818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -9166829.000000 Penalty: 5358.982422
	Iteration 131Q: 3 clusters Score -9166829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -9166822.000000 Penalty: 5358.982422
	Iteration 132Q: 3 clusters Score -9166822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -9166805.000000 Penalty: 5358.982422
	Iteration 133Q: 3 clusters Score -9166805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -9166800.000000 Penalty: 5358.982422
	Iteration 134Q: 3 clusters Score -9166800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -9166790.000000 Penalty: 5358.982422
	Iteration 135Q: 3 clusters Score -9166790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -9166781.000000 Penalty: 5358.982422
	Iteration 136Q: 3 clusters Score -9166781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -9166785.000000 Penalty: 5358.982422
	Iteration 137Q: 3 clusters Score -9166785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -9166770.000000 Penalty: 5358.982422
	Iteration 138Q: 3 clusters Score -9166770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -9166771.000000 Penalty: 5358.982422
	Iteration 139Q: 3 clusters Score -9166771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -9166770.000000 Penalty: 5358.982422
	Iteration 140F: 3 clusters Score -9166770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -9166767.000000 Penalty: 5358.982422
	Iteration 141Q: 3 clusters Score -9166767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -9166764.000000 Penalty: 5358.982422
	Iteration 142Q: 3 clusters Score -9166764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -9166761.000000 Penalty: 5358.982422
	Iteration 143Q: 3 clusters Score -9166761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -9166766.000000 Penalty: 5358.982422
	Iteration 144Q: 3 clusters Score -9166766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -9166749.000000 Penalty: 5358.982422
	Iteration 145Q: 3 clusters Score -9166749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -9166745.000000 Penalty: 5358.982422
	Iteration 146Q: 3 clusters Score -9166745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -9166758.000000 Penalty: 5358.982422
	Iteration 147Q: 3 clusters Score -9166758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -9166752.000000 Penalty: 5358.982422
	Iteration 148Q: 3 clusters Score -9166752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -9166747.000000 Penalty: 5358.982422
	Iteration 149Q: 3 clusters Score -9166747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -9166743.000000 Penalty: 5358.982422
	Iteration 150Q: 3 clusters Score -9166743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -9166747.000000 Penalty: 5358.982422
	Iteration 151Q: 3 clusters Score -9166747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -9166750.000000 Penalty: 5358.982422
	Iteration 152Q: 3 clusters Score -9166750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -9166749.000000 Penalty: 5358.982422
	Iteration 153Q: 3 clusters Score -9166749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -9166762.000000 Penalty: 5358.982422
	Iteration 154Q: 3 clusters Score -9166762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -9166750.000000 Penalty: 5358.982422
	Iteration 155Q: 3 clusters Score -9166750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -9166746.000000 Penalty: 5358.982422
	Iteration 156Q: 3 clusters Score -9166746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -9166746.000000 Penalty: 5358.982422
	Iteration 157Q: 3 clusters Score -9166746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -9166750.000000 Penalty: 5358.982422
	Iteration 158Q: 3 clusters Score -9166750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -9166740.000000 Penalty: 5358.982422
	Iteration 159Q: 3 clusters Score -9166740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -9166735.000000 Penalty: 5358.982422
	Iteration 160F: 3 clusters Score -9166735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -9166733.000000 Penalty: 5358.982422
	Iteration 161Q: 3 clusters Score -9166733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -9166730.000000 Penalty: 5358.982422
	Iteration 162Q: 3 clusters Score -9166730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -9166733.000000 Penalty: 5358.982422
	Iteration 163Q: 3 clusters Score -9166733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -9166727.000000 Penalty: 5358.982422
	Iteration 164Q: 3 clusters Score -9166727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -9166739.000000 Penalty: 5358.982422
	Iteration 165Q: 3 clusters Score -9166739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -9166728.000000 Penalty: 5358.982422
	Iteration 166Q: 3 clusters Score -9166728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -9166733.000000 Penalty: 5358.982422
	Iteration 167Q: 3 clusters Score -9166733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -9166728.000000 Penalty: 5358.982422
	Iteration 168Q: 3 clusters Score -9166728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -9166723.000000 Penalty: 5358.982422
	Iteration 169Q: 3 clusters Score -9166723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -9166733.000000 Penalty: 5358.982422
	Iteration 170Q: 3 clusters Score -9166733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -9166729.000000 Penalty: 5358.982422
	Iteration 171Q: 3 clusters Score -9166729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -9166737.000000 Penalty: 5358.982422
	Iteration 172Q: 3 clusters Score -9166737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -9166739.000000 Penalty: 5358.982422
	Iteration 173Q: 3 clusters Score -9166739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -9166733.000000 Penalty: 5358.982422
	Iteration 174Q: 3 clusters Score -9166733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -9166735.000000 Penalty: 5358.982422
	Iteration 175Q: 3 clusters Score -9166735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -9166738.000000 Penalty: 5358.982422
	Iteration 176Q: 3 clusters Score -9166738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -9166734.000000 Penalty: 5358.982422
	Iteration 177Q: 3 clusters Score -9166734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -9166743.000000 Penalty: 5358.982422
	Iteration 178Q: 3 clusters Score -9166743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -9166742.000000 Penalty: 5358.982422
	Iteration 179Q: 3 clusters Score -9166742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -9166738.000000 Penalty: 5358.982422
	Iteration 180F: 3 clusters Score -9166738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -9166751.000000 Penalty: 5358.982422
	Iteration 181Q: 3 clusters Score -9166751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -9166756.000000 Penalty: 5358.982422
	Iteration 182Q: 3 clusters Score -9166756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -9166740.000000 Penalty: 5358.982422
	Iteration 183Q: 3 clusters Score -9166740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -9166740.000000 Penalty: 5358.982422
	Iteration 184F: 3 clusters Score -9166740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Entering Unmasked Estep 
Score: -5586677.500000 Penalty: 2564.720215
	Iteration 0F: 2 clusters Score -5586678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -5565561.000000 Penalty: 5129.440430
	Iteration 0F: 3 clusters Score -5565561 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5573286.500000 Penalty: 5129.440430
	Iteration 1F: 3 clusters Score -5573286 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -5573733.500000 Penalty: 5129.440430
	Iteration 2Q: 3 clusters Score -5573734 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -5574106.500000 Penalty: 5129.440430
	Iteration 3Q: 3 clusters Score -5574106 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -5574460.500000 Penalty: 5129.440430
	Iteration 4Q: 3 clusters Score -5574460 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -5574838.500000 Penalty: 5129.440430
	Iteration 5Q: 3 clusters Score -5574838 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5575278.000000 Penalty: 5129.440430
	Iteration 6Q: 3 clusters Score -5575278 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -5575799.000000 Penalty: 5129.440430
	Iteration 7Q: 3 clusters Score -5575799 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -5576541.000000 Penalty: 5129.440430
	Iteration 8Q: 3 clusters Score -5576541 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -5577481.000000 Penalty: 5129.440430
	Iteration 9Q: 3 clusters Score -5577481 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -5578674.500000 Penalty: 5129.440430
	Iteration 10F: 3 clusters Score -5578674 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -5579931.500000 Penalty: 5129.440430
	Iteration 11F: 3 clusters Score -5579932 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -5581129.500000 Penalty: 5129.440430
	Iteration 12Q: 3 clusters Score -5581130 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -5582163.500000 Penalty: 5129.440430
	Iteration 13Q: 3 clusters Score -5582164 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5582950.000000 Penalty: 5129.440430
	Iteration 14Q: 3 clusters Score -5582950 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5583528.500000 Penalty: 5129.440430
	Iteration 15Q: 3 clusters Score -5583528 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5583898.000000 Penalty: 5129.440430
	Iteration 16Q: 3 clusters Score -5583898 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5584162.500000 Penalty: 5129.440430
	Iteration 17Q: 3 clusters Score -5584162 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5584300.000000 Penalty: 5129.440430
	Iteration 18Q: 3 clusters Score -5584300 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5584399.500000 Penalty: 5129.440430
	Iteration 19Q: 3 clusters Score -5584400 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5584466.000000 Penalty: 5129.440430
	Iteration 20F: 3 clusters Score -5584466 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5584513.000000 Penalty: 5129.440430
	Iteration 21Q: 3 clusters Score -5584513 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5584536.500000 Penalty: 5129.440430
	Iteration 22Q: 3 clusters Score -5584536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5584570.500000 Penalty: 5129.440430
	Iteration 23Q: 3 clusters Score -5584570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5584591.000000 Penalty: 5129.440430
	Iteration 24Q: 3 clusters Score -5584591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5584615.500000 Penalty: 5129.440430
	Iteration 25Q: 3 clusters Score -5584616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5584633.000000 Penalty: 5129.440430
	Iteration 26Q: 3 clusters Score -5584633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5584648.500000 Penalty: 5129.440430
	Iteration 27Q: 3 clusters Score -5584648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5584664.000000 Penalty: 5129.440430
	Iteration 28Q: 3 clusters Score -5584664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5584661.000000 Penalty: 5129.440430
	Iteration 29Q: 3 clusters Score -5584661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5584671.500000 Penalty: 5129.440430
	Iteration 30Q: 3 clusters Score -5584672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5584672.000000 Penalty: 5129.440430
	Iteration 31Q: 3 clusters Score -5584672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5584683.000000 Penalty: 5129.440430
	Iteration 32Q: 3 clusters Score -5584683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5584687.000000 Penalty: 5129.440430
	Iteration 33Q: 3 clusters Score -5584687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5584695.000000 Penalty: 5129.440430
	Iteration 34Q: 3 clusters Score -5584695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5584689.000000 Penalty: 5129.440430
	Iteration 35Q: 3 clusters Score -5584689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5584688.500000 Penalty: 5129.440430
	Iteration 36Q: 3 clusters Score -5584688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5584691.500000 Penalty: 5129.440430
	Iteration 37Q: 3 clusters Score -5584692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5584696.500000 Penalty: 5129.440430
	Iteration 38Q: 3 clusters Score -5584696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5584700.500000 Penalty: 5129.440430
	Iteration 39Q: 3 clusters Score -5584700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5584701.000000 Penalty: 5129.440430
	Iteration 40F: 3 clusters Score -5584701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5584700.500000 Penalty: 5129.440430
	Iteration 41Q: 3 clusters Score -5584700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5584703.500000 Penalty: 5129.440430
	Iteration 42Q: 3 clusters Score -5584704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5584703.500000 Penalty: 5129.440430
	Iteration 43F: 3 clusters Score -5584704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -180895.562500 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -180895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -178987.906250 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -178987.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -179496.703125 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -179496.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -179813.000000 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -179813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -180033.750000 Penalty: 3498.578369
	Iteration 3F: 3 clusters Score -180033.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -180212.828125 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -180212.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -180327.796875 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -180327.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -180388.593750 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -180388.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -180428.187500 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -180428.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -180484.156250 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -180484.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -180527.703125 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -180527.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -180564.062500 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -180564.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -180597.218750 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -180597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -180631.000000 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -180631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -180656.890625 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -180656.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -180684.078125 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -180684.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -180708.250000 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -180708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -180726.046875 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -180726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -180731.750000 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -180731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -180738.781250 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -180738.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -180748.015625 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -180748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -180759.296875 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -180759.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -180767.093750 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -180767.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180779.328125 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -180779.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -180796.296875 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -180796.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -180817.109375 Penalty: 3498.578369
	Iteration 24Q: 3 clusters Score -180817.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -180842.109375 Penalty: 3498.578369
	Iteration 25Q: 3 clusters Score -180842.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -180868.406250 Penalty: 3498.578369
	Iteration 26Q: 3 clusters Score -180868.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -180905.750000 Penalty: 3498.578369
	Iteration 27Q: 3 clusters Score -180905.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -180945.328125 Penalty: 3498.578369
	Iteration 28Q: 3 clusters Score -180945.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -180989.031250 Penalty: 3498.578369
	Iteration 29Q: 3 clusters Score -180989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -181021.906250 Penalty: 3498.578369
	Iteration 30Q: 3 clusters Score -181021.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -181089.468750 Penalty: 3498.578369
	Iteration 31Q: 3 clusters Score -181089.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -181140.812500 Penalty: 3498.578369
	Iteration 32Q: 3 clusters Score -181140.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -181181.968750 Penalty: 3498.578369
	Iteration 33Q: 3 clusters Score -181182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -181240.625000 Penalty: 3498.578369
	Iteration 34Q: 3 clusters Score -181240.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -181299.859375 Penalty: 3498.578369
	Iteration 35Q: 3 clusters Score -181299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -181316.718750 Penalty: 3498.578369
	Iteration 36Q: 3 clusters Score -181316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -181319.046875 Penalty: 3498.578369
	Iteration 37Q: 3 clusters Score -181319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -181325.875000 Penalty: 3498.578369
	Iteration 38Q: 3 clusters Score -181325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -181336.796875 Penalty: 3498.578369
	Iteration 39Q: 3 clusters Score -181336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -181338.859375 Penalty: 3498.578369
	Iteration 40F: 3 clusters Score -181338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 289 members 
Mstep: Class 3 contains 47680 members 
Mstep: Class 4 contains 49241 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49237 members 
Mstep: Class 7 contains 30996 members 
Mstep: Class 8 contains 266 members 
Mstep: Class 9 contains 51207 members 
Mstep: Class 10 contains 4105 members 
Mstep: Class 11 contains 43270 members 
Mstep: Class 12 contains 49775 members 
Mstep: Class 13 contains 48913 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47722 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42898 members 
Mstep: Class 22 contains 49666 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 50737 members 
Mstep: Class 26 contains 891 members 
Entering Unmasked Estep 
Score: -110158328.000000 Penalty: 85816.687500
Splitting cluster 8 changes total score from -110158616.000000 to -110158328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (51207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Entering Unmasked Estep 
Score: -9421481.000000 Penalty: 2689.220703
	Iteration 0F: 2 clusters Score -9421481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -9388056.000000 Penalty: 5378.441406
	Iteration 0F: 3 clusters Score -9388056 nChanged 23652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -9401133.000000 Penalty: 5378.441406
	Iteration 1F: 3 clusters Score -9401133 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -9401700.000000 Penalty: 5378.441406
	Iteration 2Q: 3 clusters Score -9401700 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -9402560.000000 Penalty: 5378.441406
	Iteration 3Q: 3 clusters Score -9402560 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -9403682.000000 Penalty: 5378.441406
	Iteration 4Q: 3 clusters Score -9403682 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -9405115 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9407017 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9409426 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -9412189.000000 Penalty: 5378.441406
	Iteration 8F: 3 clusters Score -9412189 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -9414567.000000 Penalty: 5378.441406
	Iteration 9F: 3 clusters Score -9414567 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -9415842.000000 Penalty: 5378.441406
	Iteration 10Q: 3 clusters Score -9415842 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -9416453.000000 Penalty: 5378.441406
	Iteration 11Q: 3 clusters Score -9416453 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -9416796.000000 Penalty: 5378.441406
	Iteration 12Q: 3 clusters Score -9416796 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -9417075.000000 Penalty: 5378.441406
	Iteration 13Q: 3 clusters Score -9417075 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9417315 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -9417491.000000 Penalty: 5378.441406
	Iteration 15Q: 3 clusters Score -9417491 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -9417642.000000 Penalty: 5378.441406
	Iteration 16Q: 3 clusters Score -9417642 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9417764 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -9417900.000000 Penalty: 5378.441406
	Iteration 18Q: 3 clusters Score -9417900 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -9417971.000000 Penalty: 5378.441406
	Iteration 19Q: 3 clusters Score -9417971 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -9418034.000000 Penalty: 5378.441406
	Iteration 20F: 3 clusters Score -9418034 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -9418140.000000 Penalty: 5378.441406
	Iteration 21Q: 3 clusters Score -9418140 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -9418210.000000 Penalty: 5378.441406
	Iteration 22Q: 3 clusters Score -9418210 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -9418290.000000 Penalty: 5378.441406
	Iteration 23Q: 3 clusters Score -9418290 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -9418360.000000 Penalty: 5378.441406
	Iteration 24Q: 3 clusters Score -9418360 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -9418384.000000 Penalty: 5378.441406
	Iteration 25Q: 3 clusters Score -9418384 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -9418440.000000 Penalty: 5378.441406
	Iteration 26Q: 3 clusters Score -9418440 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -9418490.000000 Penalty: 5378.441406
	Iteration 27Q: 3 clusters Score -9418490 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -9418538.000000 Penalty: 5378.441406
	Iteration 28Q: 3 clusters Score -9418538 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -9418552.000000 Penalty: 5378.441406
	Iteration 29Q: 3 clusters Score -9418552 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -9418663.000000 Penalty: 5378.441406
	Iteration 30Q: 3 clusters Score -9418663 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -9418739.000000 Penalty: 5378.441406
	Iteration 31Q: 3 clusters Score -9418739 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -9418793.000000 Penalty: 5378.441406
	Iteration 32Q: 3 clusters Score -9418793 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -9418850.000000 Penalty: 5378.441406
	Iteration 33Q: 3 clusters Score -9418850 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -9418877.000000 Penalty: 5378.441406
	Iteration 34Q: 3 clusters Score -9418877 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -9418959.000000 Penalty: 5378.441406
	Iteration 35Q: 3 clusters Score -9418959 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -9419037.000000 Penalty: 5378.441406
	Iteration 36Q: 3 clusters Score -9419037 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -9419069.000000 Penalty: 5378.441406
	Iteration 37Q: 3 clusters Score -9419069 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -9419138.000000 Penalty: 5378.441406
	Iteration 38Q: 3 clusters Score -9419138 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -9419164.000000 Penalty: 5378.441406
	Iteration 39Q: 3 clusters Score -9419164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -9419223.000000 Penalty: 5378.441406
	Iteration 40F: 3 clusters Score -9419223 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -9419264.000000 Penalty: 5378.441406
	Iteration 41Q: 3 clusters Score -9419264 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -9419296.000000 Penalty: 5378.441406
	Iteration 42Q: 3 clusters Score -9419296 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -9419345.000000 Penalty: 5378.441406
	Iteration 43Q: 3 clusters Score -9419345 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -9419387.000000 Penalty: 5378.441406
	Iteration 44Q: 3 clusters Score -9419387 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -9419424.000000 Penalty: 5378.441406
	Iteration 45Q: 3 clusters Score -9419424 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -9419455.000000 Penalty: 5378.441406
	Iteration 46Q: 3 clusters Score -9419455 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -9419496.000000 Penalty: 5378.441406
	Iteration 47Q: 3 clusters Score -9419496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -9419545.000000 Penalty: 5378.441406
	Iteration 48Q: 3 clusters Score -9419545 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -9419604.000000 Penalty: 5378.441406
	Iteration 49Q: 3 clusters Score -9419604 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -9419606.000000 Penalty: 5378.441406
	Iteration 50Q: 3 clusters Score -9419606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -9419645.000000 Penalty: 5378.441406
	Iteration 51Q: 3 clusters Score -9419645 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -9419703.000000 Penalty: 5378.441406
	Iteration 52Q: 3 clusters Score -9419703 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -9419716.000000 Penalty: 5378.441406
	Iteration 53Q: 3 clusters Score -9419716 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9419764 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -9419766.000000 Penalty: 5378.441406
	Iteration 55Q: 3 clusters Score -9419766 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -9419791.000000 Penalty: 5378.441406
	Iteration 56Q: 3 clusters Score -9419791 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -9419829.000000 Penalty: 5378.441406
	Iteration 57Q: 3 clusters Score -9419829 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -9419842.000000 Penalty: 5378.441406
	Iteration 58Q: 3 clusters Score -9419842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9419841 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -9419880.000000 Penalty: 5378.441406
	Iteration 60F: 3 clusters Score -9419880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -9419894.000000 Penalty: 5378.441406
	Iteration 61Q: 3 clusters Score -9419894 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -9419883.000000 Penalty: 5378.441406
	Iteration 62Q: 3 clusters Score -9419883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -9419895.000000 Penalty: 5378.441406
	Iteration 63Q: 3 clusters Score -9419895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -9419925.000000 Penalty: 5378.441406
	Iteration 64Q: 3 clusters Score -9419925 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -9419952.000000 Penalty: 5378.441406
	Iteration 65Q: 3 clusters Score -9419952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9419956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9419971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -9419964.000000 Penalty: 5378.441406
	Iteration 68Q: 3 clusters Score -9419964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -9419969.000000 Penalty: 5378.441406
	Iteration 69Q: 3 clusters Score -9419969 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -9419976.000000 Penalty: 5378.441406
	Iteration 70Q: 3 clusters Score -9419976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -9419987.000000 Penalty: 5378.441406
	Iteration 71Q: 3 clusters Score -9419987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -9419990.000000 Penalty: 5378.441406
	Iteration 72Q: 3 clusters Score -9419990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9419997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -9420011.000000 Penalty: 5378.441406
	Iteration 74Q: 3 clusters Score -9420011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -9420013.000000 Penalty: 5378.441406
	Iteration 75Q: 3 clusters Score -9420013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9420000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9420013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -9420016.000000 Penalty: 5378.441406
	Iteration 78Q: 3 clusters Score -9420016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -9420031.000000 Penalty: 5378.441406
	Iteration 79Q: 3 clusters Score -9420031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -9420035.000000 Penalty: 5378.441406
	Iteration 80F: 3 clusters Score -9420035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -9420042.000000 Penalty: 5378.441406
	Iteration 81Q: 3 clusters Score -9420042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -9420049.000000 Penalty: 5378.441406
	Iteration 82Q: 3 clusters Score -9420049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9420050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -9420062.000000 Penalty: 5378.441406
	Iteration 84Q: 3 clusters Score -9420062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -9420073.000000 Penalty: 5378.441406
	Iteration 85Q: 3 clusters Score -9420073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9420096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -9420119.000000 Penalty: 5378.441406
	Iteration 87Q: 3 clusters Score -9420119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -9420118.000000 Penalty: 5378.441406
	Iteration 88Q: 3 clusters Score -9420118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -9420132.000000 Penalty: 5378.441406
	Iteration 89Q: 3 clusters Score -9420132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -9420124.000000 Penalty: 5378.441406
	Iteration 90Q: 3 clusters Score -9420124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -9420133.000000 Penalty: 5378.441406
	Iteration 91Q: 3 clusters Score -9420133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -9420130.000000 Penalty: 5378.441406
	Iteration 92Q: 3 clusters Score -9420130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -9420139.000000 Penalty: 5378.441406
	Iteration 93Q: 3 clusters Score -9420139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -9420143.000000 Penalty: 5378.441406
	Iteration 94Q: 3 clusters Score -9420143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -9420154.000000 Penalty: 5378.441406
	Iteration 95Q: 3 clusters Score -9420154 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -9420156.000000 Penalty: 5378.441406
	Iteration 96Q: 3 clusters Score -9420156 nChanged 38
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Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -9420166.000000 Penalty: 5378.441406
	Iteration 97Q: 3 clusters Score -9420166 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -9420164.000000 Penalty: 5378.441406
	Iteration 98Q: 3 clusters Score -9420164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9420159 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9420166 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9420148 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9420174 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9420179 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9420192 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9420197 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9420209 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9420202 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9420198 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9420202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9420212 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9420207 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9420216 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -9420213.000000 Penalty: 5378.441406
	Iteration 113Q: 3 clusters Score -9420213 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9420212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -9420220.000000 Penalty: 5378.441406
	Iteration 115Q: 3 clusters Score -9420220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -9420229.000000 Penalty: 5378.441406
	Iteration 116Q: 3 clusters Score -9420229 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9420229 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -9420236.000000 Penalty: 5378.441406
	Iteration 118Q: 3 clusters Score -9420236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9420243 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -9420242.000000 Penalty: 5378.441406
	Iteration 120F: 3 clusters Score -9420242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9420237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -9420246.000000 Penalty: 5378.441406
	Iteration 122Q: 3 clusters Score -9420246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9420242 nChanged 3
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Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -9420244.000000 Penalty: 5378.441406
	Iteration 124Q: 3 clusters Score -9420244 nChanged 6
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Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9420248 nChanged 3
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Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9420252 nChanged 4
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Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9420253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -9420245.000000 Penalty: 5378.441406
	Iteration 128Q: 3 clusters Score -9420245 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9420246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9420240 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9420246 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9420248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9420254 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9420250 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9420253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9420261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9420261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9420260 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9420260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -9420262.000000 Penalty: 5378.441406
	Iteration 140F: 3 clusters Score -9420262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9420261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9420261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -9420269.000000 Penalty: 5378.441406
	Iteration 143Q: 3 clusters Score -9420269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -9420266.000000 Penalty: 5378.441406
	Iteration 144Q: 3 clusters Score -9420266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -9420258.000000 Penalty: 5378.441406
	Iteration 145Q: 3 clusters Score -9420258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9420267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9420260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -9420255.000000 Penalty: 5378.441406
	Iteration 148Q: 3 clusters Score -9420255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -9420259.000000 Penalty: 5378.441406
	Iteration 149Q: 3 clusters Score -9420259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9420265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -9420263.000000 Penalty: 5378.441406
	Iteration 151Q: 3 clusters Score -9420263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9420266 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -9420268.000000 Penalty: 5378.441406
	Iteration 153Q: 3 clusters Score -9420268 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9420267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9420280 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8152 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9420261 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9420264 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9420264 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9420266 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -9420275.000000 Penalty: 5378.441406
	Iteration 160F: 3 clusters Score -9420275 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9420274 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9420270 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9420268 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -9420278.000000 Penalty: 5378.441406
	Iteration 164Q: 3 clusters Score -9420278 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8069 members 
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Entering Unmasked Estep 
Score: -9420292.000000 Penalty: 5378.441406
	Iteration 165Q: 3 clusters Score -9420292 nChanged 8
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Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -9420288.000000 Penalty: 5378.441406
	Iteration 166Q: 3 clusters Score -9420288 nChanged 10
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Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -9420286.000000 Penalty: 5378.441406
	Iteration 167Q: 3 clusters Score -9420286 nChanged 5
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Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9420291 nChanged 6
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Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9420287 nChanged 7
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Mstep: Class 1 contains 8033 members 
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Entering Unmasked Estep 
Score: -9420281.000000 Penalty: 5378.441406
	Iteration 170Q: 3 clusters Score -9420281 nChanged 5
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Mstep: Class 1 contains 8028 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9420295 nChanged 2
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Mstep: Class 1 contains 8026 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9420296 nChanged 3
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Mstep: Class 1 contains 8023 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9420297 nChanged 3
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Mstep: Class 1 contains 8020 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9420302 nChanged 3
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Mstep: Class 1 contains 8017 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9420303 nChanged 3
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	Iteration 176Q: 3 clusters Score -9420302 nChanged 3
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Mstep: Class 1 contains 8011 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9420290 nChanged 3
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9420292 nChanged 4
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9420280 nChanged 4
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Mstep: Class 1 contains 8000 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9420291 nChanged 5
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Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9420290 nChanged 7
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Mstep: Class 1 contains 7988 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9420297 nChanged 8
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	Iteration 183Q: 3 clusters Score -9420296 nChanged 8
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Mstep: Class 1 contains 7972 members 
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	Iteration 184Q: 3 clusters Score -9420306 nChanged 7
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9420314 nChanged 7
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9420307 nChanged 4
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9420309 nChanged 5
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9420307 nChanged 5
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9420303 nChanged 4
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9420312 nChanged 3
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	Iteration 192Q: 3 clusters Score -9420309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -9420312.000000 Penalty: 5378.441406
	Iteration 193Q: 3 clusters Score -9420312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -9420309.000000 Penalty: 5378.441406
	Iteration 194Q: 3 clusters Score -9420309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -9420313.000000 Penalty: 5378.441406
	Iteration 195Q: 3 clusters Score -9420313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -9420312.000000 Penalty: 5378.441406
	Iteration 196Q: 3 clusters Score -9420312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -9420310.000000 Penalty: 5378.441406
	Iteration 197Q: 3 clusters Score -9420310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -9420310.000000 Penalty: 5378.441406
	Iteration 198F: 3 clusters Score -9420310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -761225.937500 Penalty: 2063.350342
	Iteration 0F: 2 clusters Score -761225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -757266.562500 Penalty: 4126.700684
	Iteration 0F: 3 clusters Score -757266.6 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -758152.187500 Penalty: 4126.700684
	Iteration 1F: 3 clusters Score -758152.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -758334.000000 Penalty: 4126.700684
	Iteration 2F: 3 clusters Score -758334 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -758444.500000 Penalty: 4126.700684
	Iteration 3Q: 3 clusters Score -758444.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -758548.500000 Penalty: 4126.700684
	Iteration 4Q: 3 clusters Score -758548.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -758628.875000 Penalty: 4126.700684
	Iteration 5Q: 3 clusters Score -758628.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -758715.062500 Penalty: 4126.700684
	Iteration 6Q: 3 clusters Score -758715.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -758807.625000 Penalty: 4126.700684
	Iteration 7Q: 3 clusters Score -758807.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -758869.875000 Penalty: 4126.700684
	Iteration 8Q: 3 clusters Score -758869.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -758937.812500 Penalty: 4126.700684
	Iteration 9Q: 3 clusters Score -758937.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -758994.437500 Penalty: 4126.700684
	Iteration 10Q: 3 clusters Score -758994.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -759045.625000 Penalty: 4126.700684
	Iteration 11Q: 3 clusters Score -759045.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -759099.312500 Penalty: 4126.700684
	Iteration 12Q: 3 clusters Score -759099.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -759154.812500 Penalty: 4126.700684
	Iteration 13Q: 3 clusters Score -759154.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -759194.187500 Penalty: 4126.700684
	Iteration 14Q: 3 clusters Score -759194.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -759225.000000 Penalty: 4126.700684
	Iteration 15Q: 3 clusters Score -759225 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -759261.750000 Penalty: 4126.700684
	Iteration 16Q: 3 clusters Score -759261.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -759294.750000 Penalty: 4126.700684
	Iteration 17Q: 3 clusters Score -759294.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -759330.937500 Penalty: 4126.700684
	Iteration 18Q: 3 clusters Score -759330.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -759380.812500 Penalty: 4126.700684
	Iteration 19Q: 3 clusters Score -759380.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -759424.500000 Penalty: 4126.700684
	Iteration 20F: 3 clusters Score -759424.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -759485.375000 Penalty: 4126.700684
	Iteration 21Q: 3 clusters Score -759485.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -759542.062500 Penalty: 4126.700684
	Iteration 22Q: 3 clusters Score -759542.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -759585.750000 Penalty: 4126.700684
	Iteration 23Q: 3 clusters Score -759585.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -759622.187500 Penalty: 4126.700684
	Iteration 24Q: 3 clusters Score -759622.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -759664.750000 Penalty: 4126.700684
	Iteration 25Q: 3 clusters Score -759664.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -759709.312500 Penalty: 4126.700684
	Iteration 26Q: 3 clusters Score -759709.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -759742.000000 Penalty: 4126.700684
	Iteration 27Q: 3 clusters Score -759742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -759755.000000 Penalty: 4126.700684
	Iteration 28Q: 3 clusters Score -759755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -759768.125000 Penalty: 4126.700684
	Iteration 29Q: 3 clusters Score -759768.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -759776.000000 Penalty: 4126.700684
	Iteration 30Q: 3 clusters Score -759776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -759780.125000 Penalty: 4126.700684
	Iteration 31Q: 3 clusters Score -759780.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -759784.437500 Penalty: 4126.700684
	Iteration 32Q: 3 clusters Score -759784.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -759789.125000 Penalty: 4126.700684
	Iteration 33Q: 3 clusters Score -759789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -759790.250000 Penalty: 4126.700684
	Iteration 34Q: 3 clusters Score -759790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -759793.562500 Penalty: 4126.700684
	Iteration 35Q: 3 clusters Score -759793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -759795.687500 Penalty: 4126.700684
	Iteration 36Q: 3 clusters Score -759795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -759796.562500 Penalty: 4126.700684
	Iteration 37Q: 3 clusters Score -759796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -759796.000000 Penalty: 4126.700684
	Iteration 38Q: 3 clusters Score -759796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -759797.312500 Penalty: 4126.700684
	Iteration 39Q: 3 clusters Score -759797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -759798.312500 Penalty: 4126.700684
	Iteration 40F: 3 clusters Score -759798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -759799.437500 Penalty: 4126.700684
	Iteration 41Q: 3 clusters Score -759799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -759799.375000 Penalty: 4126.700684
	Iteration 42Q: 3 clusters Score -759799.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -759799.375000 Penalty: 4126.700684
	Iteration 43F: 3 clusters Score -759799.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Entering Unmasked Estep 
Score: -8052103.000000 Penalty: 2647.453369
	Iteration 0F: 2 clusters Score -8052103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -8023352.000000 Penalty: 5294.906738
	Iteration 0F: 3 clusters Score -8023352 nChanged 19951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -8034646.500000 Penalty: 5294.906738
	Iteration 1F: 3 clusters Score -8034646 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -8035341.500000 Penalty: 5294.906738
	Iteration 2Q: 3 clusters Score -8035342 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -8036390.000000 Penalty: 5294.906738
	Iteration 3Q: 3 clusters Score -8036390 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -8037617.500000 Penalty: 5294.906738
	Iteration 4F: 3 clusters Score -8037618 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -8039233.500000 Penalty: 5294.906738
	Iteration 5F: 3 clusters Score -8039234 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -8041286.500000 Penalty: 5294.906738
	Iteration 6F: 3 clusters Score -8041286 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -8043923.000000 Penalty: 5294.906738
	Iteration 7F: 3 clusters Score -8043923 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -8046527.500000 Penalty: 5294.906738
	Iteration 8F: 3 clusters Score -8046528 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -8048535.500000 Penalty: 5294.906738
	Iteration 9F: 3 clusters Score -8048536 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -8049470.500000 Penalty: 5294.906738
	Iteration 10Q: 3 clusters Score -8049470 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -8049885.000000 Penalty: 5294.906738
	Iteration 11Q: 3 clusters Score -8049885 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -8050135.000000 Penalty: 5294.906738
	Iteration 12Q: 3 clusters Score -8050135 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -8050318.500000 Penalty: 5294.906738
	Iteration 13Q: 3 clusters Score -8050318 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -8050494.000000 Penalty: 5294.906738
	Iteration 14Q: 3 clusters Score -8050494 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -8050644.000000 Penalty: 5294.906738
	Iteration 15Q: 3 clusters Score -8050644 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -8050716.000000 Penalty: 5294.906738
	Iteration 16Q: 3 clusters Score -8050716 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -8050789.000000 Penalty: 5294.906738
	Iteration 17Q: 3 clusters Score -8050789 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -8050849.000000 Penalty: 5294.906738
	Iteration 18Q: 3 clusters Score -8050849 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -8050905.000000 Penalty: 5294.906738
	Iteration 19Q: 3 clusters Score -8050905 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -8050936.500000 Penalty: 5294.906738
	Iteration 20F: 3 clusters Score -8050936 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -8050954.500000 Penalty: 5294.906738
	Iteration 21Q: 3 clusters Score -8050954 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -8050969.000000 Penalty: 5294.906738
	Iteration 22Q: 3 clusters Score -8050969 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -8051004.500000 Penalty: 5294.906738
	Iteration 23Q: 3 clusters Score -8051004 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -8051012.000000 Penalty: 5294.906738
	Iteration 24Q: 3 clusters Score -8051012 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -8051019.500000 Penalty: 5294.906738
	Iteration 25Q: 3 clusters Score -8051020 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -8051032.500000 Penalty: 5294.906738
	Iteration 26Q: 3 clusters Score -8051032 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8051056.000000 Penalty: 5294.906738
	Iteration 27Q: 3 clusters Score -8051056 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -8051045.000000 Penalty: 5294.906738
	Iteration 28Q: 3 clusters Score -8051045 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8051041.000000 Penalty: 5294.906738
	Iteration 29Q: 3 clusters Score -8051041 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -8051057.000000 Penalty: 5294.906738
	Iteration 30Q: 3 clusters Score -8051057 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8051052.000000 Penalty: 5294.906738
	Iteration 31Q: 3 clusters Score -8051052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -8051059.000000 Penalty: 5294.906738
	Iteration 32Q: 3 clusters Score -8051059 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8051072.000000 Penalty: 5294.906738
	Iteration 33Q: 3 clusters Score -8051072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -8051077.500000 Penalty: 5294.906738
	Iteration 34Q: 3 clusters Score -8051078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -8051078.500000 Penalty: 5294.906738
	Iteration 35Q: 3 clusters Score -8051078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8051086.500000 Penalty: 5294.906738
	Iteration 36Q: 3 clusters Score -8051086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -8051093.500000 Penalty: 5294.906738
	Iteration 37Q: 3 clusters Score -8051094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -8051070.000000 Penalty: 5294.906738
	Iteration 38Q: 3 clusters Score -8051070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8051064.000000 Penalty: 5294.906738
	Iteration 39Q: 3 clusters Score -8051064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8051071.500000 Penalty: 5294.906738
	Iteration 40F: 3 clusters Score -8051072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8051062.000000 Penalty: 5294.906738
	Iteration 41Q: 3 clusters Score -8051062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8051059.500000 Penalty: 5294.906738
	Iteration 42Q: 3 clusters Score -8051060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8051055.500000 Penalty: 5294.906738
	Iteration 43Q: 3 clusters Score -8051056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8051066.500000 Penalty: 5294.906738
	Iteration 44Q: 3 clusters Score -8051066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8051061.000000 Penalty: 5294.906738
	Iteration 45Q: 3 clusters Score -8051061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8051055.500000 Penalty: 5294.906738
	Iteration 46Q: 3 clusters Score -8051056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8051052.500000 Penalty: 5294.906738
	Iteration 47Q: 3 clusters Score -8051052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8051042.000000 Penalty: 5294.906738
	Iteration 48Q: 3 clusters Score -8051042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8051046.000000 Penalty: 5294.906738
	Iteration 49Q: 3 clusters Score -8051046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8051038.500000 Penalty: 5294.906738
	Iteration 50Q: 3 clusters Score -8051038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8051041.500000 Penalty: 5294.906738
	Iteration 51Q: 3 clusters Score -8051042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8051040.000000 Penalty: 5294.906738
	Iteration 52Q: 3 clusters Score -8051040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8051034.000000 Penalty: 5294.906738
	Iteration 53Q: 3 clusters Score -8051034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8051031.500000 Penalty: 5294.906738
	Iteration 54Q: 3 clusters Score -8051032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8051036.000000 Penalty: 5294.906738
	Iteration 55Q: 3 clusters Score -8051036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8051046.500000 Penalty: 5294.906738
	Iteration 56Q: 3 clusters Score -8051046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8051038.000000 Penalty: 5294.906738
	Iteration 57Q: 3 clusters Score -8051038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8051047.500000 Penalty: 5294.906738
	Iteration 58Q: 3 clusters Score -8051048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8051054.000000 Penalty: 5294.906738
	Iteration 59Q: 3 clusters Score -8051054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8051049.500000 Penalty: 5294.906738
	Iteration 60F: 3 clusters Score -8051050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8051045.500000 Penalty: 5294.906738
	Iteration 61Q: 3 clusters Score -8051046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8051046.000000 Penalty: 5294.906738
	Iteration 62Q: 3 clusters Score -8051046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8051049.500000 Penalty: 5294.906738
	Iteration 63Q: 3 clusters Score -8051050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8051036.500000 Penalty: 5294.906738
	Iteration 64Q: 3 clusters Score -8051036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8051031.000000 Penalty: 5294.906738
	Iteration 65Q: 3 clusters Score -8051031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8051035.000000 Penalty: 5294.906738
	Iteration 66Q: 3 clusters Score -8051035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8051032.500000 Penalty: 5294.906738
	Iteration 67Q: 3 clusters Score -8051032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8051030.500000 Penalty: 5294.906738
	Iteration 68Q: 3 clusters Score -8051030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8051031.500000 Penalty: 5294.906738
	Iteration 69Q: 3 clusters Score -8051032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8051030.000000 Penalty: 5294.906738
	Iteration 70Q: 3 clusters Score -8051030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8051032.500000 Penalty: 5294.906738
	Iteration 71Q: 3 clusters Score -8051032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8051029.500000 Penalty: 5294.906738
	Iteration 72Q: 3 clusters Score -8051030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8051028.000000 Penalty: 5294.906738
	Iteration 73Q: 3 clusters Score -8051028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8051022.000000 Penalty: 5294.906738
	Iteration 74Q: 3 clusters Score -8051022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8051027.000000 Penalty: 5294.906738
	Iteration 75Q: 3 clusters Score -8051027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8051029.000000 Penalty: 5294.906738
	Iteration 76Q: 3 clusters Score -8051029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8051029.000000 Penalty: 5294.906738
	Iteration 77F: 3 clusters Score -8051029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Entering Unmasked Estep 
Score: -9315787.000000 Penalty: 2682.186523
	Iteration 0F: 2 clusters Score -9315787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -9285108.000000 Penalty: 5364.373047
	Iteration 0F: 3 clusters Score -9285108 nChanged 22980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -9297550.000000 Penalty: 5364.373047
	Iteration 1F: 3 clusters Score -9297550 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -9298027.000000 Penalty: 5364.373047
	Iteration 2Q: 3 clusters Score -9298027 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -9298502.000000 Penalty: 5364.373047
	Iteration 3Q: 3 clusters Score -9298502 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -9298914.000000 Penalty: 5364.373047
	Iteration 4Q: 3 clusters Score -9298914 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -9299382.000000 Penalty: 5364.373047
	Iteration 5Q: 3 clusters Score -9299382 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -9299921.000000 Penalty: 5364.373047
	Iteration 6Q: 3 clusters Score -9299921 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -9300708.000000 Penalty: 5364.373047
	Iteration 7Q: 3 clusters Score -9300708 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -9301811.000000 Penalty: 5364.373047
	Iteration 8Q: 3 clusters Score -9301811 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -9303414.000000 Penalty: 5364.373047
	Iteration 9F: 3 clusters Score -9303414 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -9305721.000000 Penalty: 5364.373047
	Iteration 10F: 3 clusters Score -9305721 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -9308376.000000 Penalty: 5364.373047
	Iteration 11F: 3 clusters Score -9308376 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -9311143.000000 Penalty: 5364.373047
	Iteration 12F: 3 clusters Score -9311143 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -9312806.000000 Penalty: 5364.373047
	Iteration 13F: 3 clusters Score -9312806 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -9313248.000000 Penalty: 5364.373047
	Iteration 14Q: 3 clusters Score -9313248 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -9313322.000000 Penalty: 5364.373047
	Iteration 15Q: 3 clusters Score -9313322 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -9313386.000000 Penalty: 5364.373047
	Iteration 16Q: 3 clusters Score -9313386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -9313441.000000 Penalty: 5364.373047
	Iteration 17Q: 3 clusters Score -9313441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -9313485.000000 Penalty: 5364.373047
	Iteration 18Q: 3 clusters Score -9313485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -9313512.000000 Penalty: 5364.373047
	Iteration 19Q: 3 clusters Score -9313512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -9313521.000000 Penalty: 5364.373047
	Iteration 20F: 3 clusters Score -9313521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -9313533.000000 Penalty: 5364.373047
	Iteration 21Q: 3 clusters Score -9313533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -9313533.000000 Penalty: 5364.373047
	Iteration 22Q: 3 clusters Score -9313533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -9313533.000000 Penalty: 5364.373047
	Iteration 23Q: 3 clusters Score -9313533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -9313545.000000 Penalty: 5364.373047
	Iteration 24Q: 3 clusters Score -9313545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -9313541.000000 Penalty: 5364.373047
	Iteration 25Q: 3 clusters Score -9313541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -9313548.000000 Penalty: 5364.373047
	Iteration 26Q: 3 clusters Score -9313548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -9313554.000000 Penalty: 5364.373047
	Iteration 27Q: 3 clusters Score -9313554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -9313561.000000 Penalty: 5364.373047
	Iteration 28Q: 3 clusters Score -9313561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -9313559.000000 Penalty: 5364.373047
	Iteration 29Q: 3 clusters Score -9313559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -9313559.000000 Penalty: 5364.373047
	Iteration 30F: 3 clusters Score -9313559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Entering Unmasked Estep 
Score: -9167827.000000 Penalty: 2677.854004
	Iteration 0F: 2 clusters Score -9167827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -9136788.000000 Penalty: 5355.708008
	Iteration 0F: 3 clusters Score -9136788 nChanged 22697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -9149334.000000 Penalty: 5355.708008
	Iteration 1F: 3 clusters Score -9149334 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -9149861.000000 Penalty: 5355.708008
	Iteration 2Q: 3 clusters Score -9149861 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -9150392.000000 Penalty: 5355.708008
	Iteration 3Q: 3 clusters Score -9150392 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -9150929.000000 Penalty: 5355.708008
	Iteration 4Q: 3 clusters Score -9150929 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -9151567.000000 Penalty: 5355.708008
	Iteration 5Q: 3 clusters Score -9151567 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -9152388.000000 Penalty: 5355.708008
	Iteration 6Q: 3 clusters Score -9152388 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -9153629.000000 Penalty: 5355.708008
	Iteration 7Q: 3 clusters Score -9153629 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -9155341.000000 Penalty: 5355.708008
	Iteration 8F: 3 clusters Score -9155341 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -9157432.000000 Penalty: 5355.708008
	Iteration 9F: 3 clusters Score -9157432 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -9159672.000000 Penalty: 5355.708008
	Iteration 10F: 3 clusters Score -9159672 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -9161540.000000 Penalty: 5355.708008
	Iteration 11Q: 3 clusters Score -9161540 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -9162700.000000 Penalty: 5355.708008
	Iteration 12Q: 3 clusters Score -9162700 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -9163442.000000 Penalty: 5355.708008
	Iteration 13Q: 3 clusters Score -9163442 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -9164018.000000 Penalty: 5355.708008
	Iteration 14Q: 3 clusters Score -9164018 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -9164500.000000 Penalty: 5355.708008
	Iteration 15Q: 3 clusters Score -9164500 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -9164838.000000 Penalty: 5355.708008
	Iteration 16Q: 3 clusters Score -9164838 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -9165113.000000 Penalty: 5355.708008
	Iteration 17Q: 3 clusters Score -9165113 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -9165375.000000 Penalty: 5355.708008
	Iteration 18Q: 3 clusters Score -9165375 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -9165586.000000 Penalty: 5355.708008
	Iteration 19Q: 3 clusters Score -9165586 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -9165716.000000 Penalty: 5355.708008
	Iteration 20F: 3 clusters Score -9165716 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -9165838.000000 Penalty: 5355.708008
	Iteration 21Q: 3 clusters Score -9165838 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -9165904.000000 Penalty: 5355.708008
	Iteration 22Q: 3 clusters Score -9165904 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -9166000.000000 Penalty: 5355.708008
	Iteration 23Q: 3 clusters Score -9166000 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -9166042.000000 Penalty: 5355.708008
	Iteration 24Q: 3 clusters Score -9166042 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -9166124.000000 Penalty: 5355.708008
	Iteration 25Q: 3 clusters Score -9166124 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -9166210.000000 Penalty: 5355.708008
	Iteration 26Q: 3 clusters Score -9166210 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -9166259.000000 Penalty: 5355.708008
	Iteration 27Q: 3 clusters Score -9166259 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -9166297.000000 Penalty: 5355.708008
	Iteration 28Q: 3 clusters Score -9166297 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -9166339.000000 Penalty: 5355.708008
	Iteration 29Q: 3 clusters Score -9166339 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -9166323.000000 Penalty: 5355.708008
	Iteration 30Q: 3 clusters Score -9166323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -9166344.000000 Penalty: 5355.708008
	Iteration 31Q: 3 clusters Score -9166344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -9166320.000000 Penalty: 5355.708008
	Iteration 32Q: 3 clusters Score -9166320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -9166367.000000 Penalty: 5355.708008
	Iteration 33Q: 3 clusters Score -9166367 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -9166369.000000 Penalty: 5355.708008
	Iteration 34Q: 3 clusters Score -9166369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -9166368.000000 Penalty: 5355.708008
	Iteration 35Q: 3 clusters Score -9166368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -9166355.000000 Penalty: 5355.708008
	Iteration 36Q: 3 clusters Score -9166355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -9166362.000000 Penalty: 5355.708008
	Iteration 37Q: 3 clusters Score -9166362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -9166359.000000 Penalty: 5355.708008
	Iteration 38Q: 3 clusters Score -9166359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -9166364.000000 Penalty: 5355.708008
	Iteration 39Q: 3 clusters Score -9166364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -9166367.000000 Penalty: 5355.708008
	Iteration 40F: 3 clusters Score -9166367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -9166354.000000 Penalty: 5355.708008
	Iteration 41Q: 3 clusters Score -9166354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -9166346.000000 Penalty: 5355.708008
	Iteration 42Q: 3 clusters Score -9166346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -9166338.000000 Penalty: 5355.708008
	Iteration 43Q: 3 clusters Score -9166338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -9166346.000000 Penalty: 5355.708008
	Iteration 44Q: 3 clusters Score -9166346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -9166348.000000 Penalty: 5355.708008
	Iteration 45Q: 3 clusters Score -9166348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -9166348.000000 Penalty: 5355.708008
	Iteration 46Q: 3 clusters Score -9166348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -9166348.000000 Penalty: 5355.708008
	Iteration 47Q: 3 clusters Score -9166348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -9166338.000000 Penalty: 5355.708008
	Iteration 48Q: 3 clusters Score -9166338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -9166339.000000 Penalty: 5355.708008
	Iteration 49Q: 3 clusters Score -9166339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -9166350.000000 Penalty: 5355.708008
	Iteration 50Q: 3 clusters Score -9166350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -9166356.000000 Penalty: 5355.708008
	Iteration 51Q: 3 clusters Score -9166356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -9166348.000000 Penalty: 5355.708008
	Iteration 52Q: 3 clusters Score -9166348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -9166348.000000 Penalty: 5355.708008
	Iteration 53F: 3 clusters Score -9166348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -65846.195312 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -65846.2 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 186 members 
Entering Unmasked Estep 
Score: -64472.691406 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -64472.69 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -64696.058594 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -64696.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -64832.660156 Penalty: 2969.280273
	Iteration 2F: 3 clusters Score -64832.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -64966.703125 Penalty: 2969.280273
	Iteration 3Q: 3 clusters Score -64966.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -65095.601562 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -65095.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -65184.109375 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -65184.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -65255.328125 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -65255.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -65268.570312 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -65268.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -65284.890625 Penalty: 2969.280273
	Iteration 8Q: 3 clusters Score -65284.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -65288.273438 Penalty: 2969.280273
	Iteration 9Q: 3 clusters Score -65288.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -65288.328125 Penalty: 2969.280273
	Iteration 10F: 3 clusters Score -65288.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -65313.570312 Penalty: 2969.280273
	Iteration 11Q: 3 clusters Score -65313.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -65318.902344 Penalty: 2969.280273
	Iteration 12Q: 3 clusters Score -65318.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -65318.902344 Penalty: 2969.280273
	Iteration 13F: 3 clusters Score -65318.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Entering Unmasked Estep 
Score: -8826786.000000 Penalty: 2671.740723
	Iteration 0F: 2 clusters Score -8826786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -8794835.000000 Penalty: 5343.481445
	Iteration 0F: 3 clusters Score -8794835 nChanged 22186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -8807172.000000 Penalty: 5343.481445
	Iteration 1F: 3 clusters Score -8807172 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -8807691.000000 Penalty: 5343.481445
	Iteration 2Q: 3 clusters Score -8807691 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -8808258.000000 Penalty: 5343.481445
	Iteration 3Q: 3 clusters Score -8808258 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -8808851.000000 Penalty: 5343.481445
	Iteration 4Q: 3 clusters Score -8808851 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -8809683.000000 Penalty: 5343.481445
	Iteration 5Q: 3 clusters Score -8809683 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -8810783.000000 Penalty: 5343.481445
	Iteration 6Q: 3 clusters Score -8810783 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -8812418.000000 Penalty: 5343.481445
	Iteration 7F: 3 clusters Score -8812418 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -8814643.000000 Penalty: 5343.481445
	Iteration 8F: 3 clusters Score -8814643 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -8817318.000000 Penalty: 5343.481445
	Iteration 9F: 3 clusters Score -8817318 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -8820006.000000 Penalty: 5343.481445
	Iteration 10F: 3 clusters Score -8820006 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -8822022.000000 Penalty: 5343.481445
	Iteration 11Q: 3 clusters Score -8822022 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -8823183.000000 Penalty: 5343.481445
	Iteration 12Q: 3 clusters Score -8823183 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -8823745.000000 Penalty: 5343.481445
	Iteration 13Q: 3 clusters Score -8823745 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -8824058.000000 Penalty: 5343.481445
	Iteration 14Q: 3 clusters Score -8824058 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -8824271.000000 Penalty: 5343.481445
	Iteration 15Q: 3 clusters Score -8824271 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -8824477.000000 Penalty: 5343.481445
	Iteration 16Q: 3 clusters Score -8824477 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -8824574.000000 Penalty: 5343.481445
	Iteration 17Q: 3 clusters Score -8824574 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -8824690.000000 Penalty: 5343.481445
	Iteration 18Q: 3 clusters Score -8824690 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -8824776.000000 Penalty: 5343.481445
	Iteration 19Q: 3 clusters Score -8824776 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -8824834.000000 Penalty: 5343.481445
	Iteration 20F: 3 clusters Score -8824834 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -8824862.000000 Penalty: 5343.481445
	Iteration 21Q: 3 clusters Score -8824862 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -8824912.000000 Penalty: 5343.481445
	Iteration 22Q: 3 clusters Score -8824912 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8824960.000000 Penalty: 5343.481445
	Iteration 23Q: 3 clusters Score -8824960 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -8824974.000000 Penalty: 5343.481445
	Iteration 24Q: 3 clusters Score -8824974 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -8824991.000000 Penalty: 5343.481445
	Iteration 25Q: 3 clusters Score -8824991 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -8825015.000000 Penalty: 5343.481445
	Iteration 26Q: 3 clusters Score -8825015 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -8825016.000000 Penalty: 5343.481445
	Iteration 27Q: 3 clusters Score -8825016 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -8825029.000000 Penalty: 5343.481445
	Iteration 28Q: 3 clusters Score -8825029 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8825020.000000 Penalty: 5343.481445
	Iteration 29Q: 3 clusters Score -8825020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -8825027.000000 Penalty: 5343.481445
	Iteration 30Q: 3 clusters Score -8825027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -8825046.000000 Penalty: 5343.481445
	Iteration 31Q: 3 clusters Score -8825046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -8825055.000000 Penalty: 5343.481445
	Iteration 32Q: 3 clusters Score -8825055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -8825052.000000 Penalty: 5343.481445
	Iteration 33Q: 3 clusters Score -8825052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -8825061.000000 Penalty: 5343.481445
	Iteration 34Q: 3 clusters Score -8825061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -8825060.000000 Penalty: 5343.481445
	Iteration 35Q: 3 clusters Score -8825060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -8825062.000000 Penalty: 5343.481445
	Iteration 36Q: 3 clusters Score -8825062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8825055.000000 Penalty: 5343.481445
	Iteration 37Q: 3 clusters Score -8825055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8825045.000000 Penalty: 5343.481445
	Iteration 38Q: 3 clusters Score -8825045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8825047.000000 Penalty: 5343.481445
	Iteration 39Q: 3 clusters Score -8825047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8825055.000000 Penalty: 5343.481445
	Iteration 40F: 3 clusters Score -8825055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -8825038.000000 Penalty: 5343.481445
	Iteration 41Q: 3 clusters Score -8825038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -8825023.000000 Penalty: 5343.481445
	Iteration 42Q: 3 clusters Score -8825023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -8825042.000000 Penalty: 5343.481445
	Iteration 43Q: 3 clusters Score -8825042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -8825053.000000 Penalty: 5343.481445
	Iteration 44Q: 3 clusters Score -8825053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8825062.000000 Penalty: 5343.481445
	Iteration 45Q: 3 clusters Score -8825062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -8825054.000000 Penalty: 5343.481445
	Iteration 46Q: 3 clusters Score -8825054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -8825051.000000 Penalty: 5343.481445
	Iteration 47Q: 3 clusters Score -8825051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -8825064.000000 Penalty: 5343.481445
	Iteration 48Q: 3 clusters Score -8825064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -8825058.000000 Penalty: 5343.481445
	Iteration 49Q: 3 clusters Score -8825058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -8825054.000000 Penalty: 5343.481445
	Iteration 50Q: 3 clusters Score -8825054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -8825059.000000 Penalty: 5343.481445
	Iteration 51Q: 3 clusters Score -8825059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -8825059.000000 Penalty: 5343.481445
	Iteration 52Q: 3 clusters Score -8825059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -8825059.000000 Penalty: 5343.481445
	Iteration 53F: 3 clusters Score -8825059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -47368.062500 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -47368.06 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 244 members 
Entering Unmasked Estep 
Score: -45944.035156 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -45944.04 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46193.945312 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -46193.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46326.101562 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -46326.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46399.175781 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -46399.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46447.472656 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -46447.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46472.761719 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -46472.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46482.691406 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -46482.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46486.964844 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -46486.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46486.964844 Penalty: 3032.386475
	Iteration 8F: 3 clusters Score -46486.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -19094.111328 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -19094.11 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 123 members 
Entering Unmasked Estep 
Score: -18007.203125 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -18007.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18220.664062 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -18220.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18302.486328 Penalty: 2744.561279
	Iteration 2F: 3 clusters Score -18302.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18323.357422 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18323.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18329.785156 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -18329.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18332.984375 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -18332.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18333.953125 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -18333.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18336.294922 Penalty: 2744.561279
	Iteration 7Q: 3 clusters Score -18336.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18337.093750 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -18337.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18340.000000 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -18340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18342.755859 Penalty: 2744.561279
	Iteration 10Q: 3 clusters Score -18342.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18357.771484 Penalty: 2744.561279
	Iteration 11Q: 3 clusters Score -18357.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18361.058594 Penalty: 2744.561279
	Iteration 12Q: 3 clusters Score -18361.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18361.058594 Penalty: 2744.561279
	Iteration 13F: 3 clusters Score -18361.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -105535.398438 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -105535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103969.648438 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -103969.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -104261.859375 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -104261.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -104428.726562 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -104428.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -104531.867188 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -104531.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -104567.414062 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -104567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -104606.210938 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -104606.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -104642.523438 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -104642.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -104687.406250 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -104687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -104728.710938 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -104728.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -104762.085938 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -104762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -104787.468750 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -104787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -104799.164062 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -104799.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -104808.710938 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -104808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -104810.101562 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -104810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -104811.296875 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -104811.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -104811.296875 Penalty: 3179.446777
	Iteration 15F: 3 clusters Score -104811.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -177967.046875 Penalty: 1719.971924
	Iteration 0F: 2 clusters Score -177967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -176049.078125 Penalty: 3439.943848
	Iteration 0F: 3 clusters Score -176049.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -176436.625000 Penalty: 3439.943848
	Iteration 1F: 3 clusters Score -176436.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -176637.937500 Penalty: 3439.943848
	Iteration 2F: 3 clusters Score -176637.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -176850.406250 Penalty: 3439.943848
	Iteration 3F: 3 clusters Score -176850.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -177020.953125 Penalty: 3439.943848
	Iteration 4F: 3 clusters Score -177021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -177174.828125 Penalty: 3439.943848
	Iteration 5Q: 3 clusters Score -177174.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -177318.828125 Penalty: 3439.943848
	Iteration 6Q: 3 clusters Score -177318.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -177383.890625 Penalty: 3439.943848
	Iteration 7Q: 3 clusters Score -177383.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -177418.984375 Penalty: 3439.943848
	Iteration 8Q: 3 clusters Score -177419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -177445.406250 Penalty: 3439.943848
	Iteration 9Q: 3 clusters Score -177445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -177457.953125 Penalty: 3439.943848
	Iteration 10Q: 3 clusters Score -177458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -177467.750000 Penalty: 3439.943848
	Iteration 11Q: 3 clusters Score -177467.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -177485.984375 Penalty: 3439.943848
	Iteration 12Q: 3 clusters Score -177486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -177493.578125 Penalty: 3439.943848
	Iteration 13Q: 3 clusters Score -177493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -177496.968750 Penalty: 3439.943848
	Iteration 14Q: 3 clusters Score -177497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -177499.765625 Penalty: 3439.943848
	Iteration 15Q: 3 clusters Score -177499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -177501.421875 Penalty: 3439.943848
	Iteration 16Q: 3 clusters Score -177501.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -177501.421875 Penalty: 3439.943848
	Iteration 17F: 3 clusters Score -177501.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -71639.890625 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -71639.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70152.710938 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -70152.71 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70459.414062 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -70459.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70600.945312 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -70600.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70771.984375 Penalty: 3136.882080
	Iteration 3F: 3 clusters Score -70771.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70910.515625 Penalty: 3136.882080
	Iteration 4F: 3 clusters Score -70910.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70994.367188 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -70994.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71033.390625 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -71033.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71067.078125 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -71067.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71094.796875 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -71094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71134.000000 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -71134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71152.304688 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -71152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71169.328125 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -71169.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71187.406250 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -71187.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71211.617188 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -71211.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71216.679688 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -71216.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71219.609375 Penalty: 3136.882080
	Iteration 15Q: 3 clusters Score -71219.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71234.054688 Penalty: 3136.882080
	Iteration 16Q: 3 clusters Score -71234.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71235.585938 Penalty: 3136.882080
	Iteration 17Q: 3 clusters Score -71235.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71248.023438 Penalty: 3136.882080
	Iteration 18Q: 3 clusters Score -71248.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71259.476562 Penalty: 3136.882080
	Iteration 19Q: 3 clusters Score -71259.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71284.414062 Penalty: 3136.882080
	Iteration 20F: 3 clusters Score -71284.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71308.648438 Penalty: 3136.882080
	Iteration 21Q: 3 clusters Score -71308.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71316.898438 Penalty: 3136.882080
	Iteration 22Q: 3 clusters Score -71316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71326.507812 Penalty: 3136.882080
	Iteration 23Q: 3 clusters Score -71326.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71348.585938 Penalty: 3136.882080
	Iteration 24Q: 3 clusters Score -71348.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71367.484375 Penalty: 3136.882080
	Iteration 25Q: 3 clusters Score -71367.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71373.828125 Penalty: 3136.882080
	Iteration 26Q: 3 clusters Score -71373.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71378.968750 Penalty: 3136.882080
	Iteration 27Q: 3 clusters Score -71378.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71378.968750 Penalty: 3136.882080
	Iteration 28F: 3 clusters Score -71378.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Entering Unmasked Estep 
Score: -7973443.500000 Penalty: 2645.312012
	Iteration 0F: 2 clusters Score -7973444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -7944921.000000 Penalty: 5290.624023
	Iteration 0F: 3 clusters Score -7944921 nChanged 19572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -7955842.000000 Penalty: 5290.624023
	Iteration 1F: 3 clusters Score -7955842 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -7956452.000000 Penalty: 5290.624023
	Iteration 2Q: 3 clusters Score -7956452 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -7957094.000000 Penalty: 5290.624023
	Iteration 3Q: 3 clusters Score -7957094 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -7957833.000000 Penalty: 5290.624023
	Iteration 4Q: 3 clusters Score -7957833 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -7958825.000000 Penalty: 5290.624023
	Iteration 5F: 3 clusters Score -7958825 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -7960275.500000 Penalty: 5290.624023
	Iteration 6F: 3 clusters Score -7960276 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -7962357.000000 Penalty: 5290.624023
	Iteration 7F: 3 clusters Score -7962357 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -7965037.500000 Penalty: 5290.624023
	Iteration 8F: 3 clusters Score -7965038 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -7967502.500000 Penalty: 5290.624023
	Iteration 9F: 3 clusters Score -7967502 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -7969351.500000 Penalty: 5290.624023
	Iteration 10Q: 3 clusters Score -7969352 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -7970350.500000 Penalty: 5290.624023
	Iteration 11Q: 3 clusters Score -7970350 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -7970795.000000 Penalty: 5290.624023
	Iteration 12Q: 3 clusters Score -7970795 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -7970981.500000 Penalty: 5290.624023
	Iteration 13Q: 3 clusters Score -7970982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -7971064.500000 Penalty: 5290.624023
	Iteration 14Q: 3 clusters Score -7971064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -7971109.500000 Penalty: 5290.624023
	Iteration 15Q: 3 clusters Score -7971110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -7971131.000000 Penalty: 5290.624023
	Iteration 16Q: 3 clusters Score -7971131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -7971136.000000 Penalty: 5290.624023
	Iteration 17Q: 3 clusters Score -7971136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -7971138.000000 Penalty: 5290.624023
	Iteration 18Q: 3 clusters Score -7971138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -7971144.000000 Penalty: 5290.624023
	Iteration 19Q: 3 clusters Score -7971144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -7971145.500000 Penalty: 5290.624023
	Iteration 20F: 3 clusters Score -7971146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -7971145.000000 Penalty: 5290.624023
	Iteration 21Q: 3 clusters Score -7971145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -7971143.000000 Penalty: 5290.624023
	Iteration 22Q: 3 clusters Score -7971143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -7971149.000000 Penalty: 5290.624023
	Iteration 23Q: 3 clusters Score -7971149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -7971161.500000 Penalty: 5290.624023
	Iteration 24Q: 3 clusters Score -7971162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -7971156.500000 Penalty: 5290.624023
	Iteration 25Q: 3 clusters Score -7971156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -7971156.500000 Penalty: 5290.624023
	Iteration 26F: 3 clusters Score -7971156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Entering Unmasked Estep 
Score: -9226345.000000 Penalty: 2681.642822
	Iteration 0F: 2 clusters Score -9226345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -9194516.000000 Penalty: 5363.285645
	Iteration 0F: 3 clusters Score -9194516 nChanged 22818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -9206878.000000 Penalty: 5363.285645
	Iteration 1F: 3 clusters Score -9206878 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -9207442.000000 Penalty: 5363.285645
	Iteration 2Q: 3 clusters Score -9207442 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -9208085.000000 Penalty: 5363.285645
	Iteration 3Q: 3 clusters Score -9208085 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -9209108.000000 Penalty: 5363.285645
	Iteration 4Q: 3 clusters Score -9209108 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -9210780.000000 Penalty: 5363.285645
	Iteration 5F: 3 clusters Score -9210780 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -9213523.000000 Penalty: 5363.285645
	Iteration 6F: 3 clusters Score -9213523 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -9217714.000000 Penalty: 5363.285645
	Iteration 7F: 3 clusters Score -9217714 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -9221843.000000 Penalty: 5363.285645
	Iteration 8F: 3 clusters Score -9221843 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -9223843.000000 Penalty: 5363.285645
	Iteration 9F: 3 clusters Score -9223843 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -9224490.000000 Penalty: 5363.285645
	Iteration 10Q: 3 clusters Score -9224490 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -9224785.000000 Penalty: 5363.285645
	Iteration 11Q: 3 clusters Score -9224785 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -9224899.000000 Penalty: 5363.285645
	Iteration 12Q: 3 clusters Score -9224899 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -9224949.000000 Penalty: 5363.285645
	Iteration 13Q: 3 clusters Score -9224949 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -9224982.000000 Penalty: 5363.285645
	Iteration 14Q: 3 clusters Score -9224982 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -9225005.000000 Penalty: 5363.285645
	Iteration 15Q: 3 clusters Score -9225005 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -9225033.000000 Penalty: 5363.285645
	Iteration 16Q: 3 clusters Score -9225033 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -9225054.000000 Penalty: 5363.285645
	Iteration 17Q: 3 clusters Score -9225054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -9225036.000000 Penalty: 5363.285645
	Iteration 18Q: 3 clusters Score -9225036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -9225037.000000 Penalty: 5363.285645
	Iteration 19Q: 3 clusters Score -9225037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -9225045.000000 Penalty: 5363.285645
	Iteration 20F: 3 clusters Score -9225045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -9225043.000000 Penalty: 5363.285645
	Iteration 21Q: 3 clusters Score -9225043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -9225036.000000 Penalty: 5363.285645
	Iteration 22Q: 3 clusters Score -9225036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -9225043.000000 Penalty: 5363.285645
	Iteration 23Q: 3 clusters Score -9225043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -9225040.000000 Penalty: 5363.285645
	Iteration 24Q: 3 clusters Score -9225040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -9225034.000000 Penalty: 5363.285645
	Iteration 25Q: 3 clusters Score -9225034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -9225028.000000 Penalty: 5363.285645
	Iteration 26Q: 3 clusters Score -9225028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -9225028.000000 Penalty: 5363.285645
	Iteration 27Q: 3 clusters Score -9225028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -9225031.000000 Penalty: 5363.285645
	Iteration 28Q: 3 clusters Score -9225031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -9225038.000000 Penalty: 5363.285645
	Iteration 29Q: 3 clusters Score -9225038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -9225034.000000 Penalty: 5363.285645
	Iteration 30Q: 3 clusters Score -9225034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -9225032.000000 Penalty: 5363.285645
	Iteration 31Q: 3 clusters Score -9225032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -9225032.000000 Penalty: 5363.285645
	Iteration 32F: 3 clusters Score -9225032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73705.304688 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72224.414062 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72224.41 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72492.718750 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72492.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72613.132812 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -72613.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72682.421875 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -72682.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72771.984375 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -72771.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -72809.796875 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -72809.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -72835.664062 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -72835.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72850.046875 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -72850.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72863.968750 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -72863.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72877.148438 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -72877.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -72883.648438 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -72883.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -72883.648438 Penalty: 3120.618408
	Iteration 11F: 3 clusters Score -72883.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -459004.500000 Penalty: 1939.369385
	Iteration 0F: 2 clusters Score -459004.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -456001.906250 Penalty: 3878.738770
	Iteration 0F: 3 clusters Score -456001.9 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -456567.468750 Penalty: 3878.738770
	Iteration 1F: 3 clusters Score -456567.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -456738.687500 Penalty: 3878.738770
	Iteration 2F: 3 clusters Score -456738.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -456819.062500 Penalty: 3878.738770
	Iteration 3F: 3 clusters Score -456819.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -456869.156250 Penalty: 3878.738770
	Iteration 4Q: 3 clusters Score -456869.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -456907.625000 Penalty: 3878.738770
	Iteration 5Q: 3 clusters Score -456907.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -456927.875000 Penalty: 3878.738770
	Iteration 6Q: 3 clusters Score -456927.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -456949.093750 Penalty: 3878.738770
	Iteration 7Q: 3 clusters Score -456949.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -456965.562500 Penalty: 3878.738770
	Iteration 8Q: 3 clusters Score -456965.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -456977.968750 Penalty: 3878.738770
	Iteration 9Q: 3 clusters Score -456978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -456987.437500 Penalty: 3878.738770
	Iteration 10Q: 3 clusters Score -456987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -456993.625000 Penalty: 3878.738770
	Iteration 11Q: 3 clusters Score -456993.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -456999.937500 Penalty: 3878.738770
	Iteration 12Q: 3 clusters Score -456999.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -457004.562500 Penalty: 3878.738770
	Iteration 13Q: 3 clusters Score -457004.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -457007.187500 Penalty: 3878.738770
	Iteration 14Q: 3 clusters Score -457007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -457008.125000 Penalty: 3878.738770
	Iteration 15Q: 3 clusters Score -457008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -457010.593750 Penalty: 3878.738770
	Iteration 16Q: 3 clusters Score -457010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -457011.500000 Penalty: 3878.738770
	Iteration 17Q: 3 clusters Score -457011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -457012.687500 Penalty: 3878.738770
	Iteration 18Q: 3 clusters Score -457012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -457012.687500 Penalty: 3878.738770
	Iteration 19F: 3 clusters Score -457012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 289 members 
Mstep: Class 3 contains 47680 members 
Mstep: Class 4 contains 49241 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49237 members 
Mstep: Class 7 contains 30996 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51207 members 
Mstep: Class 10 contains 4105 members 
Mstep: Class 11 contains 43270 members 
Mstep: Class 12 contains 49775 members 
Mstep: Class 13 contains 48913 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47722 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42898 members 
Mstep: Class 22 contains 49666 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160152.000000 Penalty: 82516.046875
Iteration 279Q: 26 clusters Score -1.101602e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 338 members 
Mstep: Class 3 contains 47658 members 
Mstep: Class 4 contains 49355 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49402 members 
Mstep: Class 7 contains 31004 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51198 members 
Mstep: Class 10 contains 4102 members 
Mstep: Class 11 contains 43253 members 
Mstep: Class 12 contains 49795 members 
Mstep: Class 13 contains 48882 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 47745 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42795 members 
Mstep: Class 22 contains 49668 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 50528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160920.000000 Penalty: 82516.046875
Iteration 280F: 26 clusters Score -1.101609e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 360 members 
Mstep: Class 3 contains 47670 members 
Mstep: Class 4 contains 49369 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49340 members 
Mstep: Class 7 contains 31014 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51189 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 11 contains 43233 members 
Mstep: Class 12 contains 49798 members 
Mstep: Class 13 contains 48903 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 47762 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42689 members 
Mstep: Class 22 contains 49616 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 50688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161152.000000 Penalty: 82516.046875
Iteration 281Q: 26 clusters Score -1.101612e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 360 members 
Mstep: Class 3 contains 47696 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49272 members 
Mstep: Class 7 contains 31023 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51206 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 43222 members 
Mstep: Class 12 contains 49793 members 
Mstep: Class 13 contains 48936 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47783 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42578 members 
Mstep: Class 22 contains 49623 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2491 members 
Mstep: Class 25 contains 50800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161152.000000 Penalty: 82516.046875
Iteration 282Q: 26 clusters Score -1.101612e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 357 members 
Mstep: Class 3 contains 47694 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49193 members 
Mstep: Class 7 contains 31018 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51238 members 
Mstep: Class 10 contains 4070 members 
Mstep: Class 11 contains 43194 members 
Mstep: Class 12 contains 49809 members 
Mstep: Class 13 contains 48928 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47809 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42520 members 
Mstep: Class 22 contains 49620 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2497 members 
Mstep: Class 25 contains 50935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161072.000000 Penalty: 82516.046875
Iteration 283Q: 26 clusters Score -1.101611e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 47688 members 
Mstep: Class 4 contains 49281 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49126 members 
Mstep: Class 7 contains 31024 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51243 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 43158 members 
Mstep: Class 12 contains 49846 members 
Mstep: Class 13 contains 48943 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47834 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42502 members 
Mstep: Class 22 contains 49642 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2497 members 
Mstep: Class 25 contains 51022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160904.000000 Penalty: 82516.046875
Iteration 284Q: 26 clusters Score -1.101609e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 47687 members 
Mstep: Class 4 contains 49232 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49070 members 
Mstep: Class 7 contains 31030 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51244 members 
Mstep: Class 10 contains 4044 members 
Mstep: Class 11 contains 43111 members 
Mstep: Class 12 contains 49898 members 
Mstep: Class 13 contains 48947 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47831 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42517 members 
Mstep: Class 22 contains 49644 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 51098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161024.000000 Penalty: 82516.046875
Iteration 285Q: 26 clusters Score -1.10161e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47663 members 
Mstep: Class 4 contains 49189 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 31042 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51248 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 43053 members 
Mstep: Class 12 contains 49938 members 
Mstep: Class 13 contains 48966 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47814 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42527 members 
Mstep: Class 22 contains 49682 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2506 members 
Mstep: Class 25 contains 51164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160856.000000 Penalty: 82516.046875
Iteration 286Q: 26 clusters Score -1.101609e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47658 members 
Mstep: Class 4 contains 49180 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 48925 members 
Mstep: Class 7 contains 31053 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51245 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 42999 members 
Mstep: Class 12 contains 49994 members 
Mstep: Class 13 contains 48977 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47811 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42515 members 
Mstep: Class 22 contains 49695 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 51232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160944.000000 Penalty: 82516.046875
Iteration 287Q: 26 clusters Score -1.101609e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47660 members 
Mstep: Class 4 contains 49201 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 48877 members 
Mstep: Class 7 contains 31056 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51222 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 42919 members 
Mstep: Class 12 contains 50081 members 
Mstep: Class 13 contains 49007 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47812 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42453 members 
Mstep: Class 22 contains 49712 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2514 members 
Mstep: Class 25 contains 51259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161088.000000 Penalty: 82516.046875
Iteration 288Q: 26 clusters Score -1.101611e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47646 members 
Mstep: Class 4 contains 49255 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 48835 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51210 members 
Mstep: Class 10 contains 4005 members 
Mstep: Class 11 contains 42872 members 
Mstep: Class 12 contains 50119 members 
Mstep: Class 13 contains 48987 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47815 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42409 members 
Mstep: Class 22 contains 49751 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2515 members 
Mstep: Class 25 contains 51297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161208.000000 Penalty: 82516.046875
Iteration 289Q: 26 clusters Score -1.101612e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47657 members 
Mstep: Class 4 contains 49245 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 48827 members 
Mstep: Class 7 contains 31052 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51199 members 
Mstep: Class 10 contains 3994 members 
Mstep: Class 11 contains 42808 members 
Mstep: Class 12 contains 50174 members 
Mstep: Class 13 contains 49034 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47839 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42320 members 
Mstep: Class 22 contains 49771 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2512 members 
Mstep: Class 25 contains 51332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161112.000000 Penalty: 82516.046875
Iteration 290Q: 26 clusters Score -1.101611e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47692 members 
Mstep: Class 4 contains 49240 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 48822 members 
Mstep: Class 7 contains 31046 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51190 members 
Mstep: Class 10 contains 3984 members 
Mstep: Class 11 contains 42770 members 
Mstep: Class 12 contains 50211 members 
Mstep: Class 13 contains 49021 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47864 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42261 members 
Mstep: Class 22 contains 49779 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2507 members 
Mstep: Class 25 contains 51340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160920.000000 Penalty: 82516.046875
Iteration 291Q: 26 clusters Score -1.101609e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47718 members 
Mstep: Class 4 contains 49181 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 48878 members 
Mstep: Class 7 contains 31046 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51181 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 11 contains 42737 members 
Mstep: Class 12 contains 50244 members 
Mstep: Class 13 contains 49033 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47884 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42221 members 
Mstep: Class 22 contains 49768 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2505 members 
Mstep: Class 25 contains 51318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160824.000000 Penalty: 82516.046875
Iteration 292Q: 26 clusters Score -1.101608e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47746 members 
Mstep: Class 4 contains 49164 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 48887 members 
Mstep: Class 7 contains 31050 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51171 members 
Mstep: Class 10 contains 3969 members 
Mstep: Class 11 contains 42697 members 
Mstep: Class 12 contains 50260 members 
Mstep: Class 13 contains 49027 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47912 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42159 members 
Mstep: Class 22 contains 49750 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2502 members 
Mstep: Class 25 contains 51336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160896.000000 Penalty: 82516.046875
Iteration 293Q: 26 clusters Score -1.101609e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47766 members 
Mstep: Class 4 contains 49168 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 48876 members 
Mstep: Class 7 contains 31048 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51163 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 42640 members 
Mstep: Class 12 contains 50256 members 
Mstep: Class 13 contains 49069 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47952 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42124 members 
Mstep: Class 22 contains 49752 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2493 members 
Mstep: Class 25 contains 51310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160728.000000 Penalty: 82516.046875
Iteration 294Q: 26 clusters Score -1.101607e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47804 members 
Mstep: Class 4 contains 49182 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 48887 members 
Mstep: Class 7 contains 31056 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51145 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 42608 members 
Mstep: Class 12 contains 50254 members 
Mstep: Class 13 contains 49063 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 47991 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42102 members 
Mstep: Class 22 contains 49765 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2494 members 
Mstep: Class 25 contains 51246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160568.000000 Penalty: 82516.046875
Iteration 295Q: 26 clusters Score -1.101606e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47831 members 
Mstep: Class 4 contains 49193 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 48922 members 
Mstep: Class 7 contains 31060 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51135 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 42580 members 
Mstep: Class 12 contains 50240 members 
Mstep: Class 13 contains 49060 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 48037 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42068 members 
Mstep: Class 22 contains 49764 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2492 members 
Mstep: Class 25 contains 51204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160512.000000 Penalty: 82516.046875
Iteration 296Q: 26 clusters Score -1.101605e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47879 members 
Mstep: Class 4 contains 49240 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48944 members 
Mstep: Class 7 contains 31065 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51132 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 42539 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 13 contains 49052 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 48091 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41995 members 
Mstep: Class 22 contains 49757 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 51173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160760.000000 Penalty: 82516.046875
Iteration 297Q: 26 clusters Score -1.101608e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47916 members 
Mstep: Class 4 contains 49279 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48998 members 
Mstep: Class 7 contains 31063 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51155 members 
Mstep: Class 10 contains 3922 members 
Mstep: Class 11 contains 42471 members 
Mstep: Class 12 contains 50198 members 
Mstep: Class 13 contains 49075 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 48125 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41933 members 
Mstep: Class 22 contains 49759 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2491 members 
Mstep: Class 25 contains 51111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161160.000000 Penalty: 82516.046875
Iteration 298Q: 26 clusters Score -1.101612e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 47979 members 
Mstep: Class 4 contains 49310 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49058 members 
Mstep: Class 7 contains 31074 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51152 members 
Mstep: Class 10 contains 3910 members 
Mstep: Class 11 contains 42412 members 
Mstep: Class 12 contains 50185 members 
Mstep: Class 13 contains 49076 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 48156 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41867 members 
Mstep: Class 22 contains 49736 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2495 members 
Mstep: Class 25 contains 51066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161152.000000 Penalty: 82516.046875
Iteration 299Q: 26 clusters Score -1.101612e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 48065 members 
Mstep: Class 4 contains 49356 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 49135 members 
Mstep: Class 7 contains 31087 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51121 members 
Mstep: Class 10 contains 3898 members 
Mstep: Class 11 contains 42364 members 
Mstep: Class 12 contains 50174 members 
Mstep: Class 13 contains 49085 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 48148 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41780 members 
Mstep: Class 22 contains 49719 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2504 members 
Mstep: Class 25 contains 51003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161200.000000 Penalty: 82516.046875
Iteration 300F: 26 clusters Score -1.101612e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 371 members 
Mstep: Class 3 contains 48130 members 
Mstep: Class 4 contains 49367 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 49169 members 
Mstep: Class 7 contains 31100 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51110 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 42308 members 
Mstep: Class 12 contains 50153 members 
Mstep: Class 13 contains 49125 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 48162 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41671 members 
Mstep: Class 22 contains 49690 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 50993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161280.000000 Penalty: 82516.046875
Iteration 301Q: 26 clusters Score -1.101613e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 48190 members 
Mstep: Class 4 contains 49389 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 31115 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51087 members 
Mstep: Class 10 contains 3894 members 
Mstep: Class 11 contains 42265 members 
Mstep: Class 12 contains 50136 members 
Mstep: Class 13 contains 49151 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48182 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41596 members 
Mstep: Class 22 contains 49666 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2517 members 
Mstep: Class 25 contains 50923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161408.000000 Penalty: 82516.046875
Iteration 302Q: 26 clusters Score -1.101614e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48244 members 
Mstep: Class 4 contains 49417 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 49282 members 
Mstep: Class 7 contains 31130 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51103 members 
Mstep: Class 10 contains 3892 members 
Mstep: Class 11 contains 42205 members 
Mstep: Class 12 contains 50154 members 
Mstep: Class 13 contains 49149 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48187 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41504 members 
Mstep: Class 22 contains 49653 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2534 members 
Mstep: Class 25 contains 50885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161184.000000 Penalty: 82516.046875
Iteration 303Q: 26 clusters Score -1.101612e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 48314 members 
Mstep: Class 4 contains 49494 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 49268 members 
Mstep: Class 7 contains 31135 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51109 members 
Mstep: Class 10 contains 3890 members 
Mstep: Class 11 contains 42137 members 
Mstep: Class 12 contains 50144 members 
Mstep: Class 13 contains 49155 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48229 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41420 members 
Mstep: Class 22 contains 49653 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 50837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161288.000000 Penalty: 82516.046875
Iteration 304Q: 26 clusters Score -1.101613e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48382 members 
Mstep: Class 4 contains 49534 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 49286 members 
Mstep: Class 7 contains 31143 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51116 members 
Mstep: Class 10 contains 3888 members 
Mstep: Class 11 contains 42075 members 
Mstep: Class 12 contains 50146 members 
Mstep: Class 13 contains 49168 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48262 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41357 members 
Mstep: Class 22 contains 49631 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2544 members 
Mstep: Class 25 contains 50779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161080.000000 Penalty: 82516.046875
Iteration 305Q: 26 clusters Score -1.101611e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48430 members 
Mstep: Class 4 contains 49616 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49265 members 
Mstep: Class 7 contains 31151 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51151 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 41994 members 
Mstep: Class 12 contains 50168 members 
Mstep: Class 13 contains 49156 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48309 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41282 members 
Mstep: Class 22 contains 49623 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2544 members 
Mstep: Class 25 contains 50715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161296.000000 Penalty: 82516.046875
Iteration 306Q: 26 clusters Score -1.101613e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48477 members 
Mstep: Class 4 contains 49630 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49240 members 
Mstep: Class 7 contains 31168 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51200 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 11 contains 41925 members 
Mstep: Class 12 contains 50185 members 
Mstep: Class 13 contains 49171 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48337 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41209 members 
Mstep: Class 22 contains 49622 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 50678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161288.000000 Penalty: 82516.046875
Iteration 307Q: 26 clusters Score -1.101613e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48519 members 
Mstep: Class 4 contains 49660 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 49213 members 
Mstep: Class 7 contains 31176 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51204 members 
Mstep: Class 10 contains 3867 members 
Mstep: Class 11 contains 41849 members 
Mstep: Class 12 contains 50248 members 
Mstep: Class 13 contains 49186 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48403 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41143 members 
Mstep: Class 22 contains 49608 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2551 members 
Mstep: Class 25 contains 50615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161392.000000 Penalty: 82516.046875
Iteration 308Q: 26 clusters Score -1.101614e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48537 members 
Mstep: Class 4 contains 49677 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 49211 members 
Mstep: Class 7 contains 31181 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51219 members 
Mstep: Class 10 contains 3864 members 
Mstep: Class 11 contains 41777 members 
Mstep: Class 12 contains 50304 members 
Mstep: Class 13 contains 49191 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48458 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41077 members 
Mstep: Class 22 contains 49587 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 50557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161552.000000 Penalty: 82516.046875
Iteration 309Q: 26 clusters Score -1.101616e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48557 members 
Mstep: Class 4 contains 49672 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 49210 members 
Mstep: Class 7 contains 31186 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51240 members 
Mstep: Class 10 contains 3857 members 
Mstep: Class 11 contains 41722 members 
Mstep: Class 12 contains 50331 members 
Mstep: Class 13 contains 49219 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48536 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41003 members 
Mstep: Class 22 contains 49565 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 50505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161344.000000 Penalty: 82516.046875
Iteration 310Q: 26 clusters Score -1.101613e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48573 members 
Mstep: Class 4 contains 49689 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 49202 members 
Mstep: Class 7 contains 31190 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51248 members 
Mstep: Class 10 contains 3852 members 
Mstep: Class 11 contains 41660 members 
Mstep: Class 12 contains 50364 members 
Mstep: Class 13 contains 49211 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48617 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40943 members 
Mstep: Class 22 contains 49557 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2581 members 
Mstep: Class 25 contains 50469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161464.000000 Penalty: 82516.046875
Iteration 311Q: 26 clusters Score -1.101615e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48573 members 
Mstep: Class 4 contains 49692 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 49186 members 
Mstep: Class 7 contains 31193 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51270 members 
Mstep: Class 10 contains 3846 members 
Mstep: Class 11 contains 41588 members 
Mstep: Class 12 contains 50365 members 
Mstep: Class 13 contains 49266 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48684 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40884 members 
Mstep: Class 22 contains 49545 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 50443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161696.000000 Penalty: 82516.046875
Iteration 312Q: 26 clusters Score -1.101617e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48545 members 
Mstep: Class 4 contains 49706 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 49202 members 
Mstep: Class 7 contains 31199 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51290 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 41497 members 
Mstep: Class 12 contains 50380 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48754 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40862 members 
Mstep: Class 22 contains 49531 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 50418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161664.000000 Penalty: 82516.046875
Iteration 313Q: 26 clusters Score -1.101617e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48494 members 
Mstep: Class 4 contains 49753 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 49208 members 
Mstep: Class 7 contains 31205 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51321 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 41418 members 
Mstep: Class 12 contains 50412 members 
Mstep: Class 13 contains 49255 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48834 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40829 members 
Mstep: Class 22 contains 49530 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2593 members 
Mstep: Class 25 contains 50390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161792.000000 Penalty: 82516.046875
Iteration 314Q: 26 clusters Score -1.101618e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48449 members 
Mstep: Class 4 contains 49761 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 49240 members 
Mstep: Class 7 contains 31205 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51362 members 
Mstep: Class 10 contains 3848 members 
Mstep: Class 11 contains 41354 members 
Mstep: Class 12 contains 50426 members 
Mstep: Class 13 contains 49250 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48884 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40802 members 
Mstep: Class 22 contains 49531 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 50356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161752.000000 Penalty: 82516.046875
Iteration 315Q: 26 clusters Score -1.101618e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48385 members 
Mstep: Class 4 contains 49756 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 49271 members 
Mstep: Class 7 contains 31206 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51356 members 
Mstep: Class 10 contains 3852 members 
Mstep: Class 11 contains 41267 members 
Mstep: Class 12 contains 50485 members 
Mstep: Class 13 contains 49250 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48931 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40794 members 
Mstep: Class 22 contains 49551 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2608 members 
Mstep: Class 25 contains 50348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161832.000000 Penalty: 82516.046875
Iteration 316Q: 26 clusters Score -1.101618e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48339 members 
Mstep: Class 4 contains 49730 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 49255 members 
Mstep: Class 7 contains 31197 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51365 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 41204 members 
Mstep: Class 12 contains 50528 members 
Mstep: Class 13 contains 49250 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48976 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40827 members 
Mstep: Class 22 contains 49562 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2617 members 
Mstep: Class 25 contains 50341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161616.000000 Penalty: 82516.046875
Iteration 317Q: 26 clusters Score -1.101616e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48278 members 
Mstep: Class 4 contains 49672 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 49270 members 
Mstep: Class 7 contains 31177 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51379 members 
Mstep: Class 10 contains 3846 members 
Mstep: Class 11 contains 41144 members 
Mstep: Class 12 contains 50605 members 
Mstep: Class 13 contains 49251 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 49007 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40831 members 
Mstep: Class 22 contains 49585 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2625 members 
Mstep: Class 25 contains 50348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161424.000000 Penalty: 82516.046875
Iteration 318Q: 26 clusters Score -1.101614e+08 nChanged 1696
Entering ConstructFrom: 
Score: -110161424.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (27779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Entering Unmasked Estep 
Score: -5180565.500000 Penalty: 2537.544922
	Iteration 0F: 2 clusters Score -5180566 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 13956 members 
Entering Unmasked Estep 
Score: -5161524.500000 Penalty: 5075.089844
	Iteration 0F: 3 clusters Score -5161524 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5168273.500000 Penalty: 5075.089844
	Iteration 1F: 3 clusters Score -5168274 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -5168669.500000 Penalty: 5075.089844
	Iteration 2Q: 3 clusters Score -5168670 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5169060.500000 Penalty: 5075.089844
	Iteration 3Q: 3 clusters Score -5169060 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -5169428.000000 Penalty: 5075.089844
	Iteration 4Q: 3 clusters Score -5169428 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -5170046.500000 Penalty: 5075.089844
	Iteration 5Q: 3 clusters Score -5170046 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -5170841.000000 Penalty: 5075.089844
	Iteration 6Q: 3 clusters Score -5170841 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -5172007.500000 Penalty: 5075.089844
	Iteration 7F: 3 clusters Score -5172008 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -5173595.000000 Penalty: 5075.089844
	Iteration 8F: 3 clusters Score -5173595 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5175188.000000 Penalty: 5075.089844
	Iteration 9F: 3 clusters Score -5175188 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -5176328.500000 Penalty: 5075.089844
	Iteration 10F: 3 clusters Score -5176328 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5176874.500000 Penalty: 5075.089844
	Iteration 11Q: 3 clusters Score -5176874 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -5177158.000000 Penalty: 5075.089844
	Iteration 12Q: 3 clusters Score -5177158 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -5177339.500000 Penalty: 5075.089844
	Iteration 13Q: 3 clusters Score -5177340 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -5177515.000000 Penalty: 5075.089844
	Iteration 14Q: 3 clusters Score -5177515 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -5177670.500000 Penalty: 5075.089844
	Iteration 15Q: 3 clusters Score -5177670 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5177813.000000 Penalty: 5075.089844
	Iteration 16Q: 3 clusters Score -5177813 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -5177974.000000 Penalty: 5075.089844
	Iteration 17Q: 3 clusters Score -5177974 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -5178127.500000 Penalty: 5075.089844
	Iteration 18Q: 3 clusters Score -5178128 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -5178238.000000 Penalty: 5075.089844
	Iteration 19Q: 3 clusters Score -5178238 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5178307.000000 Penalty: 5075.089844
	Iteration 20F: 3 clusters Score -5178307 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -5178361.000000 Penalty: 5075.089844
	Iteration 21Q: 3 clusters Score -5178361 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -5178409.000000 Penalty: 5075.089844
	Iteration 22Q: 3 clusters Score -5178409 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -5178450.000000 Penalty: 5075.089844
	Iteration 23Q: 3 clusters Score -5178450 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -5178488.000000 Penalty: 5075.089844
	Iteration 24Q: 3 clusters Score -5178488 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -5178526.000000 Penalty: 5075.089844
	Iteration 25Q: 3 clusters Score -5178526 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -5178574.000000 Penalty: 5075.089844
	Iteration 26Q: 3 clusters Score -5178574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -5178592.000000 Penalty: 5075.089844
	Iteration 27Q: 3 clusters Score -5178592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -5178631.000000 Penalty: 5075.089844
	Iteration 28Q: 3 clusters Score -5178631 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -5178648.500000 Penalty: 5075.089844
	Iteration 29Q: 3 clusters Score -5178648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -5178666.500000 Penalty: 5075.089844
	Iteration 30Q: 3 clusters Score -5178666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -5178667.000000 Penalty: 5075.089844
	Iteration 31Q: 3 clusters Score -5178667 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -5178684.500000 Penalty: 5075.089844
	Iteration 32Q: 3 clusters Score -5178684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -5178711.500000 Penalty: 5075.089844
	Iteration 33Q: 3 clusters Score -5178712 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -5178722.000000 Penalty: 5075.089844
	Iteration 34Q: 3 clusters Score -5178722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -5178733.000000 Penalty: 5075.089844
	Iteration 35Q: 3 clusters Score -5178733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -5178741.000000 Penalty: 5075.089844
	Iteration 36Q: 3 clusters Score -5178741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -5178754.000000 Penalty: 5075.089844
	Iteration 37Q: 3 clusters Score -5178754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -5178745.500000 Penalty: 5075.089844
	Iteration 38Q: 3 clusters Score -5178746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -5178753.000000 Penalty: 5075.089844
	Iteration 39Q: 3 clusters Score -5178753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -5178752.000000 Penalty: 5075.089844
	Iteration 40F: 3 clusters Score -5178752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -5178765.000000 Penalty: 5075.089844
	Iteration 41Q: 3 clusters Score -5178765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -5178760.500000 Penalty: 5075.089844
	Iteration 42Q: 3 clusters Score -5178760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -5178773.500000 Penalty: 5075.089844
	Iteration 43Q: 3 clusters Score -5178774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -5178773.500000 Penalty: 5075.089844
	Iteration 44Q: 3 clusters Score -5178774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -5178784.500000 Penalty: 5075.089844
	Iteration 45Q: 3 clusters Score -5178784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -5178774.500000 Penalty: 5075.089844
	Iteration 46Q: 3 clusters Score -5178774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -5178780.500000 Penalty: 5075.089844
	Iteration 47Q: 3 clusters Score -5178780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -5178788.000000 Penalty: 5075.089844
	Iteration 48Q: 3 clusters Score -5178788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -5178784.000000 Penalty: 5075.089844
	Iteration 49Q: 3 clusters Score -5178784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -5178785.500000 Penalty: 5075.089844
	Iteration 50Q: 3 clusters Score -5178786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -5178793.000000 Penalty: 5075.089844
	Iteration 51Q: 3 clusters Score -5178793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -5178801.000000 Penalty: 5075.089844
	Iteration 52Q: 3 clusters Score -5178801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -5178804.500000 Penalty: 5075.089844
	Iteration 53Q: 3 clusters Score -5178804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -5178810.000000 Penalty: 5075.089844
	Iteration 54Q: 3 clusters Score -5178810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -5178808.000000 Penalty: 5075.089844
	Iteration 55Q: 3 clusters Score -5178808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -5178814.000000 Penalty: 5075.089844
	Iteration 56Q: 3 clusters Score -5178814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -5178813.000000 Penalty: 5075.089844
	Iteration 57Q: 3 clusters Score -5178813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -5178827.000000 Penalty: 5075.089844
	Iteration 58Q: 3 clusters Score -5178827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5178825.500000 Penalty: 5075.089844
	Iteration 59Q: 3 clusters Score -5178826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -5178824.000000 Penalty: 5075.089844
	Iteration 60F: 3 clusters Score -5178824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -5178817.500000 Penalty: 5075.089844
	Iteration 61Q: 3 clusters Score -5178818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -5178836.500000 Penalty: 5075.089844
	Iteration 62Q: 3 clusters Score -5178836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -5178834.000000 Penalty: 5075.089844
	Iteration 63Q: 3 clusters Score -5178834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -5178839.500000 Penalty: 5075.089844
	Iteration 64Q: 3 clusters Score -5178840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -5178840.000000 Penalty: 5075.089844
	Iteration 65Q: 3 clusters Score -5178840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -5178835.000000 Penalty: 5075.089844
	Iteration 66Q: 3 clusters Score -5178835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -5178839.500000 Penalty: 5075.089844
	Iteration 67Q: 3 clusters Score -5178840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -5178841.000000 Penalty: 5075.089844
	Iteration 68Q: 3 clusters Score -5178841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -5178832.500000 Penalty: 5075.089844
	Iteration 69Q: 3 clusters Score -5178832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -5178842.000000 Penalty: 5075.089844
	Iteration 70Q: 3 clusters Score -5178842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -5178833.000000 Penalty: 5075.089844
	Iteration 71Q: 3 clusters Score -5178833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -5178835.000000 Penalty: 5075.089844
	Iteration 72Q: 3 clusters Score -5178835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -5178832.000000 Penalty: 5075.089844
	Iteration 73Q: 3 clusters Score -5178832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -5178830.500000 Penalty: 5075.089844
	Iteration 74Q: 3 clusters Score -5178830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -5178836.000000 Penalty: 5075.089844
	Iteration 75Q: 3 clusters Score -5178836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -5178837.500000 Penalty: 5075.089844
	Iteration 76Q: 3 clusters Score -5178838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -5178843.500000 Penalty: 5075.089844
	Iteration 77Q: 3 clusters Score -5178844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -5178843.000000 Penalty: 5075.089844
	Iteration 78Q: 3 clusters Score -5178843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -5178842.500000 Penalty: 5075.089844
	Iteration 79Q: 3 clusters Score -5178842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -5178849.000000 Penalty: 5075.089844
	Iteration 80F: 3 clusters Score -5178849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -5178861.000000 Penalty: 5075.089844
	Iteration 81Q: 3 clusters Score -5178861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -5178854.500000 Penalty: 5075.089844
	Iteration 82Q: 3 clusters Score -5178854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -5178847.500000 Penalty: 5075.089844
	Iteration 83Q: 3 clusters Score -5178848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -5178852.000000 Penalty: 5075.089844
	Iteration 84Q: 3 clusters Score -5178852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -5178859.000000 Penalty: 5075.089844
	Iteration 85Q: 3 clusters Score -5178859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -5178862.000000 Penalty: 5075.089844
	Iteration 86Q: 3 clusters Score -5178862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -5178856.500000 Penalty: 5075.089844
	Iteration 87Q: 3 clusters Score -5178856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -5178865.500000 Penalty: 5075.089844
	Iteration 88Q: 3 clusters Score -5178866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5178860.000000 Penalty: 5075.089844
	Iteration 89Q: 3 clusters Score -5178860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -5178863.500000 Penalty: 5075.089844
	Iteration 90Q: 3 clusters Score -5178864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5178855.500000 Penalty: 5075.089844
	Iteration 91Q: 3 clusters Score -5178856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -5178862.000000 Penalty: 5075.089844
	Iteration 92Q: 3 clusters Score -5178862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -5178861.500000 Penalty: 5075.089844
	Iteration 93Q: 3 clusters Score -5178862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -5178861.500000 Penalty: 5075.089844
	Iteration 94F: 3 clusters Score -5178862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -79759.390625 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -79759.39 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 198 members 
Entering Unmasked Estep 
Score: -78461.390625 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -78461.39 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -78644.851562 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -78644.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -78867.007812 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -78867.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -79031.812500 Penalty: 2935.771240
	Iteration 3F: 3 clusters Score -79031.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -79126.945312 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -79126.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -79155.585938 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -79155.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -79157.796875 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -79157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -79157.796875 Penalty: 2935.771240
	Iteration 7F: 3 clusters Score -79157.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Entering Unmasked Estep 
Score: -8940697.000000 Penalty: 2674.454102
	Iteration 0F: 2 clusters Score -8940697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -8908630.000000 Penalty: 5348.908203
	Iteration 0F: 3 clusters Score -8908630 nChanged 22496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -8921093.000000 Penalty: 5348.908203
	Iteration 1F: 3 clusters Score -8921093 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -8921768.000000 Penalty: 5348.908203
	Iteration 2Q: 3 clusters Score -8921768 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -8922525.000000 Penalty: 5348.908203
	Iteration 3Q: 3 clusters Score -8922525 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -8923549.000000 Penalty: 5348.908203
	Iteration 4Q: 3 clusters Score -8923549 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -8924952.000000 Penalty: 5348.908203
	Iteration 5Q: 3 clusters Score -8924952 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -8926685.000000 Penalty: 5348.908203
	Iteration 6F: 3 clusters Score -8926685 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -8928768.000000 Penalty: 5348.908203
	Iteration 7F: 3 clusters Score -8928768 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -8930786.000000 Penalty: 5348.908203
	Iteration 8F: 3 clusters Score -8930786 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -8932455.000000 Penalty: 5348.908203
	Iteration 9Q: 3 clusters Score -8932455 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -8933765.000000 Penalty: 5348.908203
	Iteration 10Q: 3 clusters Score -8933765 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -8934721.000000 Penalty: 5348.908203
	Iteration 11Q: 3 clusters Score -8934721 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -8935440.000000 Penalty: 5348.908203
	Iteration 12Q: 3 clusters Score -8935440 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -8936025.000000 Penalty: 5348.908203
	Iteration 13Q: 3 clusters Score -8936025 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8936471.000000 Penalty: 5348.908203
	Iteration 14Q: 3 clusters Score -8936471 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -8936894.000000 Penalty: 5348.908203
	Iteration 15Q: 3 clusters Score -8936894 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -8937235.000000 Penalty: 5348.908203
	Iteration 16Q: 3 clusters Score -8937235 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -8937475.000000 Penalty: 5348.908203
	Iteration 17Q: 3 clusters Score -8937475 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8937716.000000 Penalty: 5348.908203
	Iteration 18Q: 3 clusters Score -8937716 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -8937887.000000 Penalty: 5348.908203
	Iteration 19Q: 3 clusters Score -8937887 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -8938061.000000 Penalty: 5348.908203
	Iteration 20F: 3 clusters Score -8938061 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -8938139.000000 Penalty: 5348.908203
	Iteration 21Q: 3 clusters Score -8938139 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -8938238.000000 Penalty: 5348.908203
	Iteration 22Q: 3 clusters Score -8938238 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -8938307.000000 Penalty: 5348.908203
	Iteration 23Q: 3 clusters Score -8938307 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -8938343.000000 Penalty: 5348.908203
	Iteration 24Q: 3 clusters Score -8938343 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -8938411.000000 Penalty: 5348.908203
	Iteration 25Q: 3 clusters Score -8938411 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -8938419.000000 Penalty: 5348.908203
	Iteration 26Q: 3 clusters Score -8938419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -8938449.000000 Penalty: 5348.908203
	Iteration 27Q: 3 clusters Score -8938449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -8938460.000000 Penalty: 5348.908203
	Iteration 28Q: 3 clusters Score -8938460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -8938498.000000 Penalty: 5348.908203
	Iteration 29Q: 3 clusters Score -8938498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -8938521.000000 Penalty: 5348.908203
	Iteration 30Q: 3 clusters Score -8938521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -8938542.000000 Penalty: 5348.908203
	Iteration 31Q: 3 clusters Score -8938542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -8938549.000000 Penalty: 5348.908203
	Iteration 32Q: 3 clusters Score -8938549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -8938562.000000 Penalty: 5348.908203
	Iteration 33Q: 3 clusters Score -8938562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -8938558.000000 Penalty: 5348.908203
	Iteration 34Q: 3 clusters Score -8938558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -8938565.000000 Penalty: 5348.908203
	Iteration 35Q: 3 clusters Score -8938565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -8938578.000000 Penalty: 5348.908203
	Iteration 36Q: 3 clusters Score -8938578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -8938584.000000 Penalty: 5348.908203
	Iteration 37Q: 3 clusters Score -8938584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -8938589.000000 Penalty: 5348.908203
	Iteration 38Q: 3 clusters Score -8938589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -8938592.000000 Penalty: 5348.908203
	Iteration 39Q: 3 clusters Score -8938592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -8938593.000000 Penalty: 5348.908203
	Iteration 40F: 3 clusters Score -8938593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -8938613.000000 Penalty: 5348.908203
	Iteration 41Q: 3 clusters Score -8938613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -8938614.000000 Penalty: 5348.908203
	Iteration 42Q: 3 clusters Score -8938614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -8938621.000000 Penalty: 5348.908203
	Iteration 43Q: 3 clusters Score -8938621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -8938630.000000 Penalty: 5348.908203
	Iteration 44Q: 3 clusters Score -8938630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -8938638.000000 Penalty: 5348.908203
	Iteration 45Q: 3 clusters Score -8938638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -8938638.000000 Penalty: 5348.908203
	Iteration 46Q: 3 clusters Score -8938638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -8938636.000000 Penalty: 5348.908203
	Iteration 47Q: 3 clusters Score -8938636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -8938645.000000 Penalty: 5348.908203
	Iteration 48Q: 3 clusters Score -8938645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -8938649.000000 Penalty: 5348.908203
	Iteration 49Q: 3 clusters Score -8938649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -8938643.000000 Penalty: 5348.908203
	Iteration 50Q: 3 clusters Score -8938643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -8938640.000000 Penalty: 5348.908203
	Iteration 51Q: 3 clusters Score -8938640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -8938638.000000 Penalty: 5348.908203
	Iteration 52Q: 3 clusters Score -8938638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -8938641.000000 Penalty: 5348.908203
	Iteration 53Q: 3 clusters Score -8938641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -8938643.000000 Penalty: 5348.908203
	Iteration 54Q: 3 clusters Score -8938643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -8938642.000000 Penalty: 5348.908203
	Iteration 55Q: 3 clusters Score -8938642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -8938643.000000 Penalty: 5348.908203
	Iteration 56Q: 3 clusters Score -8938643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -8938647.000000 Penalty: 5348.908203
	Iteration 57Q: 3 clusters Score -8938647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -8938653.000000 Penalty: 5348.908203
	Iteration 58Q: 3 clusters Score -8938653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -8938648.000000 Penalty: 5348.908203
	Iteration 59Q: 3 clusters Score -8938648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -8938644.000000 Penalty: 5348.908203
	Iteration 60F: 3 clusters Score -8938644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -8938645.000000 Penalty: 5348.908203
	Iteration 61Q: 3 clusters Score -8938645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -8938651.000000 Penalty: 5348.908203
	Iteration 62Q: 3 clusters Score -8938651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -8938651.000000 Penalty: 5348.908203
	Iteration 63F: 3 clusters Score -8938651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Entering Unmasked Estep 
Score: -9276773.000000 Penalty: 2681.532959
	Iteration 0F: 2 clusters Score -9276773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -9245211.000000 Penalty: 5363.065918
	Iteration 0F: 3 clusters Score -9245211 nChanged 22813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -9257807.000000 Penalty: 5363.065918
	Iteration 1F: 3 clusters Score -9257807 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -9258324.000000 Penalty: 5363.065918
	Iteration 2Q: 3 clusters Score -9258324 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -9258847.000000 Penalty: 5363.065918
	Iteration 3Q: 3 clusters Score -9258847 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -9259342.000000 Penalty: 5363.065918
	Iteration 4Q: 3 clusters Score -9259342 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -9259992.000000 Penalty: 5363.065918
	Iteration 5Q: 3 clusters Score -9259992 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -9260864.000000 Penalty: 5363.065918
	Iteration 6Q: 3 clusters Score -9260864 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -9262067.000000 Penalty: 5363.065918
	Iteration 7Q: 3 clusters Score -9262067 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -9263868.000000 Penalty: 5363.065918
	Iteration 8F: 3 clusters Score -9263868 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -9266289.000000 Penalty: 5363.065918
	Iteration 9F: 3 clusters Score -9266289 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -9269094.000000 Penalty: 5363.065918
	Iteration 10F: 3 clusters Score -9269094 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -9271340.000000 Penalty: 5363.065918
	Iteration 11F: 3 clusters Score -9271340 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -9273046.000000 Penalty: 5363.065918
	Iteration 12Q: 3 clusters Score -9273046 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -9273953.000000 Penalty: 5363.065918
	Iteration 13Q: 3 clusters Score -9273953 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9274288.000000 Penalty: 5363.065918
	Iteration 14Q: 3 clusters Score -9274288 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9274414.000000 Penalty: 5363.065918
	Iteration 15Q: 3 clusters Score -9274414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9274459.000000 Penalty: 5363.065918
	Iteration 16Q: 3 clusters Score -9274459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9274487.000000 Penalty: 5363.065918
	Iteration 17Q: 3 clusters Score -9274487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9274511.000000 Penalty: 5363.065918
	Iteration 18Q: 3 clusters Score -9274511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9274530.000000 Penalty: 5363.065918
	Iteration 19Q: 3 clusters Score -9274530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9274542.000000 Penalty: 5363.065918
	Iteration 20F: 3 clusters Score -9274542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9274549.000000 Penalty: 5363.065918
	Iteration 21Q: 3 clusters Score -9274549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9274553.000000 Penalty: 5363.065918
	Iteration 22Q: 3 clusters Score -9274553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9274556.000000 Penalty: 5363.065918
	Iteration 23Q: 3 clusters Score -9274556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9274562.000000 Penalty: 5363.065918
	Iteration 24Q: 3 clusters Score -9274562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9274561.000000 Penalty: 5363.065918
	Iteration 25Q: 3 clusters Score -9274561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9274565.000000 Penalty: 5363.065918
	Iteration 26Q: 3 clusters Score -9274565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9274577.000000 Penalty: 5363.065918
	Iteration 27Q: 3 clusters Score -9274577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9274601.000000 Penalty: 5363.065918
	Iteration 28Q: 3 clusters Score -9274601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9274607.000000 Penalty: 5363.065918
	Iteration 29Q: 3 clusters Score -9274607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9274611.000000 Penalty: 5363.065918
	Iteration 30Q: 3 clusters Score -9274611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9274609.000000 Penalty: 5363.065918
	Iteration 31Q: 3 clusters Score -9274609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9274616.000000 Penalty: 5363.065918
	Iteration 32Q: 3 clusters Score -9274616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9274616.000000 Penalty: 5363.065918
	Iteration 33F: 3 clusters Score -9274616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -422238.218750 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -422238.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -419341.156250 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -419341.2 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -419967.625000 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -419967.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -420183.968750 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -420184 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -420329.500000 Penalty: 3872.726562
	Iteration 3F: 3 clusters Score -420329.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -420435.968750 Penalty: 3872.726562
	Iteration 4Q: 3 clusters Score -420436 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -420539.687500 Penalty: 3872.726562
	Iteration 5Q: 3 clusters Score -420539.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -420624.812500 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -420624.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -420695.093750 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -420695.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -420749.406250 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -420749.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -420810.531250 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -420810.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -420883.218750 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -420883.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -420944.375000 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -420944.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -421041.031250 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -421041 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -421160.687500 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -421160.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -421222.843750 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -421222.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -421291.687500 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -421291.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -421337.750000 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -421337.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -421373.750000 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -421373.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -421404.156250 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -421404.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -421426.875000 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -421426.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -421438.843750 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -421438.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -421446.000000 Penalty: 3872.726562
	Iteration 21Q: 3 clusters Score -421446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -421450.437500 Penalty: 3872.726562
	Iteration 22Q: 3 clusters Score -421450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -421454.656250 Penalty: 3872.726562
	Iteration 23Q: 3 clusters Score -421454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -421456.375000 Penalty: 3872.726562
	Iteration 24Q: 3 clusters Score -421456.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -421459.000000 Penalty: 3872.726562
	Iteration 25Q: 3 clusters Score -421459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -421463.125000 Penalty: 3872.726562
	Iteration 26Q: 3 clusters Score -421463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -421465.500000 Penalty: 3872.726562
	Iteration 27Q: 3 clusters Score -421465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -421465.375000 Penalty: 3872.726562
	Iteration 28Q: 3 clusters Score -421465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -421465.375000 Penalty: 3872.726562
	Iteration 29F: 3 clusters Score -421465.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Entering Unmasked Estep 
Score: -9164415.000000 Penalty: 2679.556885
	Iteration 0F: 2 clusters Score -9164415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -9132666.000000 Penalty: 5359.113770
	Iteration 0F: 3 clusters Score -9132666 nChanged 22657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -9145244.000000 Penalty: 5359.113770
	Iteration 1F: 3 clusters Score -9145244 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -9146178.000000 Penalty: 5359.113770
	Iteration 2Q: 3 clusters Score -9146178 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -9147411.000000 Penalty: 5359.113770
	Iteration 3F: 3 clusters Score -9147411 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -9149351.000000 Penalty: 5359.113770
	Iteration 4F: 3 clusters Score -9149351 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -9151978.000000 Penalty: 5359.113770
	Iteration 5F: 3 clusters Score -9151978 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -9155120.000000 Penalty: 5359.113770
	Iteration 6F: 3 clusters Score -9155120 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -9158285.000000 Penalty: 5359.113770
	Iteration 7F: 3 clusters Score -9158285 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -9160743.000000 Penalty: 5359.113770
	Iteration 8Q: 3 clusters Score -9160743 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -9162042.000000 Penalty: 5359.113770
	Iteration 9Q: 3 clusters Score -9162042 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -9162509.000000 Penalty: 5359.113770
	Iteration 10Q: 3 clusters Score -9162509 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -9162666.000000 Penalty: 5359.113770
	Iteration 11Q: 3 clusters Score -9162666 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -9162738.000000 Penalty: 5359.113770
	Iteration 12Q: 3 clusters Score -9162738 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -9162757.000000 Penalty: 5359.113770
	Iteration 13Q: 3 clusters Score -9162757 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -9162797.000000 Penalty: 5359.113770
	Iteration 14Q: 3 clusters Score -9162797 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -9162830.000000 Penalty: 5359.113770
	Iteration 15Q: 3 clusters Score -9162830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -9162835.000000 Penalty: 5359.113770
	Iteration 16Q: 3 clusters Score -9162835 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -9162842.000000 Penalty: 5359.113770
	Iteration 17Q: 3 clusters Score -9162842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -9162836.000000 Penalty: 5359.113770
	Iteration 18Q: 3 clusters Score -9162836 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -9162866.000000 Penalty: 5359.113770
	Iteration 19Q: 3 clusters Score -9162866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -9162871.000000 Penalty: 5359.113770
	Iteration 20F: 3 clusters Score -9162871 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -9162879.000000 Penalty: 5359.113770
	Iteration 21Q: 3 clusters Score -9162879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -9162869.000000 Penalty: 5359.113770
	Iteration 22Q: 3 clusters Score -9162869 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -9162876.000000 Penalty: 5359.113770
	Iteration 23Q: 3 clusters Score -9162876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -9162864.000000 Penalty: 5359.113770
	Iteration 24Q: 3 clusters Score -9162864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -9162857.000000 Penalty: 5359.113770
	Iteration 25Q: 3 clusters Score -9162857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -9162865.000000 Penalty: 5359.113770
	Iteration 26Q: 3 clusters Score -9162865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -9162868.000000 Penalty: 5359.113770
	Iteration 27Q: 3 clusters Score -9162868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -9162863.000000 Penalty: 5359.113770
	Iteration 28Q: 3 clusters Score -9162863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -9162867.000000 Penalty: 5359.113770
	Iteration 29Q: 3 clusters Score -9162867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -9162867.000000 Penalty: 5359.113770
	Iteration 30Q: 3 clusters Score -9162867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -9162862.000000 Penalty: 5359.113770
	Iteration 31Q: 3 clusters Score -9162862 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -9162867.000000 Penalty: 5359.113770
	Iteration 32Q: 3 clusters Score -9162867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -9162861.000000 Penalty: 5359.113770
	Iteration 33Q: 3 clusters Score -9162861 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -9162848.000000 Penalty: 5359.113770
	Iteration 34Q: 3 clusters Score -9162848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -9162841.000000 Penalty: 5359.113770
	Iteration 35Q: 3 clusters Score -9162841 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -9162824.000000 Penalty: 5359.113770
	Iteration 36Q: 3 clusters Score -9162824 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -9162823.000000 Penalty: 5359.113770
	Iteration 37Q: 3 clusters Score -9162823 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -9162860.000000 Penalty: 5359.113770
	Iteration 38Q: 3 clusters Score -9162860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -9162853.000000 Penalty: 5359.113770
	Iteration 39Q: 3 clusters Score -9162853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -9162844.000000 Penalty: 5359.113770
	Iteration 40F: 3 clusters Score -9162844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -9162815.000000 Penalty: 5359.113770
	Iteration 41Q: 3 clusters Score -9162815 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -9162782.000000 Penalty: 5359.113770
	Iteration 42Q: 3 clusters Score -9162782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -9162776.000000 Penalty: 5359.113770
	Iteration 43Q: 3 clusters Score -9162776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -9162765.000000 Penalty: 5359.113770
	Iteration 44Q: 3 clusters Score -9162765 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -9162755.000000 Penalty: 5359.113770
	Iteration 45Q: 3 clusters Score -9162755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -9162755.000000 Penalty: 5359.113770
	Iteration 46Q: 3 clusters Score -9162755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -9162723.000000 Penalty: 5359.113770
	Iteration 47Q: 3 clusters Score -9162723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -9162724.000000 Penalty: 5359.113770
	Iteration 48Q: 3 clusters Score -9162724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -9162709.000000 Penalty: 5359.113770
	Iteration 49Q: 3 clusters Score -9162709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -9162715.000000 Penalty: 5359.113770
	Iteration 50Q: 3 clusters Score -9162715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -9162691.000000 Penalty: 5359.113770
	Iteration 51Q: 3 clusters Score -9162691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -9162685.000000 Penalty: 5359.113770
	Iteration 52Q: 3 clusters Score -9162685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -9162686.000000 Penalty: 5359.113770
	Iteration 53Q: 3 clusters Score -9162686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -9162679.000000 Penalty: 5359.113770
	Iteration 54Q: 3 clusters Score -9162679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -9162655.000000 Penalty: 5359.113770
	Iteration 55Q: 3 clusters Score -9162655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -9162663.000000 Penalty: 5359.113770
	Iteration 56Q: 3 clusters Score -9162663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -9162651.000000 Penalty: 5359.113770
	Iteration 57Q: 3 clusters Score -9162651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -9162649.000000 Penalty: 5359.113770
	Iteration 58Q: 3 clusters Score -9162649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -9162624.000000 Penalty: 5359.113770
	Iteration 59Q: 3 clusters Score -9162624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -9162605.000000 Penalty: 5359.113770
	Iteration 60F: 3 clusters Score -9162605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -9162598.000000 Penalty: 5359.113770
	Iteration 61Q: 3 clusters Score -9162598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -9162598.000000 Penalty: 5359.113770
	Iteration 62Q: 3 clusters Score -9162598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -9162593.000000 Penalty: 5359.113770
	Iteration 63Q: 3 clusters Score -9162593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -9162577.000000 Penalty: 5359.113770
	Iteration 64Q: 3 clusters Score -9162577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -9162585.000000 Penalty: 5359.113770
	Iteration 65Q: 3 clusters Score -9162585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -9162597.000000 Penalty: 5359.113770
	Iteration 66Q: 3 clusters Score -9162597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -9162583.000000 Penalty: 5359.113770
	Iteration 67Q: 3 clusters Score -9162583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -9162590.000000 Penalty: 5359.113770
	Iteration 68Q: 3 clusters Score -9162590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -9162592.000000 Penalty: 5359.113770
	Iteration 69Q: 3 clusters Score -9162592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -9162587.000000 Penalty: 5359.113770
	Iteration 70Q: 3 clusters Score -9162587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -9162586.000000 Penalty: 5359.113770
	Iteration 71Q: 3 clusters Score -9162586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -9162586.000000 Penalty: 5359.113770
	Iteration 72Q: 3 clusters Score -9162586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -9162593.000000 Penalty: 5359.113770
	Iteration 73Q: 3 clusters Score -9162593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -9162601.000000 Penalty: 5359.113770
	Iteration 74Q: 3 clusters Score -9162601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -9162606.000000 Penalty: 5359.113770
	Iteration 75Q: 3 clusters Score -9162606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -9162596.000000 Penalty: 5359.113770
	Iteration 76Q: 3 clusters Score -9162596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -9162591.000000 Penalty: 5359.113770
	Iteration 77Q: 3 clusters Score -9162591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -9162591.000000 Penalty: 5359.113770
	Iteration 78Q: 3 clusters Score -9162591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -9162599.000000 Penalty: 5359.113770
	Iteration 79Q: 3 clusters Score -9162599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -9162594.000000 Penalty: 5359.113770
	Iteration 80F: 3 clusters Score -9162594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -9162595.000000 Penalty: 5359.113770
	Iteration 81Q: 3 clusters Score -9162595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -9162598.000000 Penalty: 5359.113770
	Iteration 82Q: 3 clusters Score -9162598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -9162594.000000 Penalty: 5359.113770
	Iteration 83Q: 3 clusters Score -9162594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -9162594.000000 Penalty: 5359.113770
	Iteration 84F: 3 clusters Score -9162594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Entering Unmasked Estep 
Score: -5619389.500000 Penalty: 2566.140137
	Iteration 0F: 2 clusters Score -5619390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -5597893.000000 Penalty: 5132.280273
	Iteration 0F: 3 clusters Score -5597893 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -5605563.500000 Penalty: 5132.280273
	Iteration 1F: 3 clusters Score -5605564 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -5605930.500000 Penalty: 5132.280273
	Iteration 2Q: 3 clusters Score -5605930 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -5606342.000000 Penalty: 5132.280273
	Iteration 3Q: 3 clusters Score -5606342 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5606743.500000 Penalty: 5132.280273
	Iteration 4Q: 3 clusters Score -5606744 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5607202.500000 Penalty: 5132.280273
	Iteration 5Q: 3 clusters Score -5607202 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -5607751.000000 Penalty: 5132.280273
	Iteration 6Q: 3 clusters Score -5607751 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -5608308.000000 Penalty: 5132.280273
	Iteration 7Q: 3 clusters Score -5608308 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5608932.500000 Penalty: 5132.280273
	Iteration 8Q: 3 clusters Score -5608932 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5609709.000000 Penalty: 5132.280273
	Iteration 9Q: 3 clusters Score -5609709 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -5610604.000000 Penalty: 5132.280273
	Iteration 10Q: 3 clusters Score -5610604 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -5611497.500000 Penalty: 5132.280273
	Iteration 11Q: 3 clusters Score -5611498 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -5612343.500000 Penalty: 5132.280273
	Iteration 12Q: 3 clusters Score -5612344 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -5613206.000000 Penalty: 5132.280273
	Iteration 13Q: 3 clusters Score -5613206 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -5614106.000000 Penalty: 5132.280273
	Iteration 14Q: 3 clusters Score -5614106 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -5614932.000000 Penalty: 5132.280273
	Iteration 15Q: 3 clusters Score -5614932 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -5615668.000000 Penalty: 5132.280273
	Iteration 16Q: 3 clusters Score -5615668 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -5616202.500000 Penalty: 5132.280273
	Iteration 17Q: 3 clusters Score -5616202 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -5616536.500000 Penalty: 5132.280273
	Iteration 18Q: 3 clusters Score -5616536 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -5616751.500000 Penalty: 5132.280273
	Iteration 19Q: 3 clusters Score -5616752 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -5616893.000000 Penalty: 5132.280273
	Iteration 20F: 3 clusters Score -5616893 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -5617014.500000 Penalty: 5132.280273
	Iteration 21Q: 3 clusters Score -5617014 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -5617115.000000 Penalty: 5132.280273
	Iteration 22Q: 3 clusters Score -5617115 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5617168.500000 Penalty: 5132.280273
	Iteration 23Q: 3 clusters Score -5617168 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -5617207.500000 Penalty: 5132.280273
	Iteration 24Q: 3 clusters Score -5617208 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -5617261.000000 Penalty: 5132.280273
	Iteration 25Q: 3 clusters Score -5617261 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5617275.000000 Penalty: 5132.280273
	Iteration 26Q: 3 clusters Score -5617275 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -5617303.500000 Penalty: 5132.280273
	Iteration 27Q: 3 clusters Score -5617304 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5617321.500000 Penalty: 5132.280273
	Iteration 28Q: 3 clusters Score -5617322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -5617350.000000 Penalty: 5132.280273
	Iteration 29Q: 3 clusters Score -5617350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -5617355.000000 Penalty: 5132.280273
	Iteration 30Q: 3 clusters Score -5617355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -5617368.500000 Penalty: 5132.280273
	Iteration 31Q: 3 clusters Score -5617368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -5617374.500000 Penalty: 5132.280273
	Iteration 32Q: 3 clusters Score -5617374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -5617387.500000 Penalty: 5132.280273
	Iteration 33Q: 3 clusters Score -5617388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -5617400.500000 Penalty: 5132.280273
	Iteration 34Q: 3 clusters Score -5617400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -5617411.500000 Penalty: 5132.280273
	Iteration 35Q: 3 clusters Score -5617412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -5617409.000000 Penalty: 5132.280273
	Iteration 36Q: 3 clusters Score -5617409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -5617411.500000 Penalty: 5132.280273
	Iteration 37Q: 3 clusters Score -5617412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -5617420.000000 Penalty: 5132.280273
	Iteration 38Q: 3 clusters Score -5617420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -5617416.500000 Penalty: 5132.280273
	Iteration 39Q: 3 clusters Score -5617416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -5617426.500000 Penalty: 5132.280273
	Iteration 40F: 3 clusters Score -5617426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -5617424.000000 Penalty: 5132.280273
	Iteration 41Q: 3 clusters Score -5617424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -5617433.500000 Penalty: 5132.280273
	Iteration 42Q: 3 clusters Score -5617434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -5617444.500000 Penalty: 5132.280273
	Iteration 43Q: 3 clusters Score -5617444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -5617453.500000 Penalty: 5132.280273
	Iteration 44Q: 3 clusters Score -5617454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -5617448.000000 Penalty: 5132.280273
	Iteration 45Q: 3 clusters Score -5617448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -5617451.000000 Penalty: 5132.280273
	Iteration 46Q: 3 clusters Score -5617451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -5617453.500000 Penalty: 5132.280273
	Iteration 47Q: 3 clusters Score -5617454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -5617457.000000 Penalty: 5132.280273
	Iteration 48Q: 3 clusters Score -5617457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -5617462.000000 Penalty: 5132.280273
	Iteration 49Q: 3 clusters Score -5617462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -5617454.500000 Penalty: 5132.280273
	Iteration 50Q: 3 clusters Score -5617454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5617459.500000 Penalty: 5132.280273
	Iteration 51Q: 3 clusters Score -5617460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -5617452.500000 Penalty: 5132.280273
	Iteration 52Q: 3 clusters Score -5617452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -5617458.500000 Penalty: 5132.280273
	Iteration 53Q: 3 clusters Score -5617458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -5617460.500000 Penalty: 5132.280273
	Iteration 54Q: 3 clusters Score -5617460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -5617458.500000 Penalty: 5132.280273
	Iteration 55Q: 3 clusters Score -5617458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -5617465.000000 Penalty: 5132.280273
	Iteration 56Q: 3 clusters Score -5617465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -5617463.000000 Penalty: 5132.280273
	Iteration 57Q: 3 clusters Score -5617463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -5617471.000000 Penalty: 5132.280273
	Iteration 58Q: 3 clusters Score -5617471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5617478.000000 Penalty: 5132.280273
	Iteration 59Q: 3 clusters Score -5617478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5617478.000000 Penalty: 5132.280273
	Iteration 60F: 3 clusters Score -5617478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -5617481.000000 Penalty: 5132.280273
	Iteration 61Q: 3 clusters Score -5617481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -5617478.500000 Penalty: 5132.280273
	Iteration 62Q: 3 clusters Score -5617478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -5617478.000000 Penalty: 5132.280273
	Iteration 63Q: 3 clusters Score -5617478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -5617481.000000 Penalty: 5132.280273
	Iteration 64Q: 3 clusters Score -5617481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -5617487.500000 Penalty: 5132.280273
	Iteration 65Q: 3 clusters Score -5617488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -5617485.000000 Penalty: 5132.280273
	Iteration 66Q: 3 clusters Score -5617485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -5617486.000000 Penalty: 5132.280273
	Iteration 67Q: 3 clusters Score -5617486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -5617483.000000 Penalty: 5132.280273
	Iteration 68Q: 3 clusters Score -5617483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -5617488.000000 Penalty: 5132.280273
	Iteration 69Q: 3 clusters Score -5617488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -5617485.000000 Penalty: 5132.280273
	Iteration 70Q: 3 clusters Score -5617485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -5617485.000000 Penalty: 5132.280273
	Iteration 71F: 3 clusters Score -5617485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -180895.562500 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -180895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -178930.687500 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -178930.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -179381.656250 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -179381.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -179564.359375 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -179564.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -179686.890625 Penalty: 3498.578369
	Iteration 3F: 3 clusters Score -179686.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -179770.906250 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -179770.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -179858.125000 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -179858.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -179934.375000 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -179934.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -179970.140625 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -179970.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -179993.000000 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -179993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -180004.859375 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -180004.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -180014.203125 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -180014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -180021.578125 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -180021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -180030.218750 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -180030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -180034.250000 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -180034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -180039.156250 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -180039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -180049.359375 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -180049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -180055.234375 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -180055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -180060.609375 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -180060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -180064.515625 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -180064.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -180067.734375 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -180067.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -180081.968750 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -180082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -180095.328125 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -180095.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -180106.203125 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -180106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -180116.234375 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -180116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -180126.343750 Penalty: 3498.578369
	Iteration 24Q: 3 clusters Score -180126.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -180132.093750 Penalty: 3498.578369
	Iteration 25Q: 3 clusters Score -180132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -180138.484375 Penalty: 3498.578369
	Iteration 26Q: 3 clusters Score -180138.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -180143.906250 Penalty: 3498.578369
	Iteration 27Q: 3 clusters Score -180143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -180151.453125 Penalty: 3498.578369
	Iteration 28Q: 3 clusters Score -180151.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -180161.437500 Penalty: 3498.578369
	Iteration 29Q: 3 clusters Score -180161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -180166.281250 Penalty: 3498.578369
	Iteration 30Q: 3 clusters Score -180166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -180171.046875 Penalty: 3498.578369
	Iteration 31Q: 3 clusters Score -180171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -180176.937500 Penalty: 3498.578369
	Iteration 32Q: 3 clusters Score -180176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -180196.890625 Penalty: 3498.578369
	Iteration 33Q: 3 clusters Score -180196.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -180206.359375 Penalty: 3498.578369
	Iteration 34Q: 3 clusters Score -180206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -180214.734375 Penalty: 3498.578369
	Iteration 35Q: 3 clusters Score -180214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -180223.234375 Penalty: 3498.578369
	Iteration 36Q: 3 clusters Score -180223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -180228.343750 Penalty: 3498.578369
	Iteration 37Q: 3 clusters Score -180228.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -180240.062500 Penalty: 3498.578369
	Iteration 38Q: 3 clusters Score -180240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -180250.031250 Penalty: 3498.578369
	Iteration 39Q: 3 clusters Score -180250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -180257.906250 Penalty: 3498.578369
	Iteration 40F: 3 clusters Score -180257.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Entering Unmasked Estep 
Score: -9457245.000000 Penalty: 2690.153564
	Iteration 0F: 2 clusters Score -9457245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -9423905.000000 Penalty: 5380.307129
	Iteration 0F: 3 clusters Score -9423905 nChanged 23737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -9436837.000000 Penalty: 5380.307129
	Iteration 1F: 3 clusters Score -9436837 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -9437217.000000 Penalty: 5380.307129
	Iteration 2Q: 3 clusters Score -9437217 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -9437605.000000 Penalty: 5380.307129
	Iteration 3Q: 3 clusters Score -9437605 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -9437902.000000 Penalty: 5380.307129
	Iteration 4Q: 3 clusters Score -9437902 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -9438126.000000 Penalty: 5380.307129
	Iteration 5Q: 3 clusters Score -9438126 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -9438430.000000 Penalty: 5380.307129
	Iteration 6Q: 3 clusters Score -9438430 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -9438808.000000 Penalty: 5380.307129
	Iteration 7Q: 3 clusters Score -9438808 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -9439290.000000 Penalty: 5380.307129
	Iteration 8Q: 3 clusters Score -9439290 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -9440045.000000 Penalty: 5380.307129
	Iteration 9Q: 3 clusters Score -9440045 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -9441535.000000 Penalty: 5380.307129
	Iteration 10F: 3 clusters Score -9441535 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -9444008.000000 Penalty: 5380.307129
	Iteration 11F: 3 clusters Score -9444008 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -9447273.000000 Penalty: 5380.307129
	Iteration 12F: 3 clusters Score -9447273 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -9450626.000000 Penalty: 5380.307129
	Iteration 13F: 3 clusters Score -9450626 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -9453117.000000 Penalty: 5380.307129
	Iteration 14Q: 3 clusters Score -9453117 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -9454237.000000 Penalty: 5380.307129
	Iteration 15Q: 3 clusters Score -9454237 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -9454761.000000 Penalty: 5380.307129
	Iteration 16Q: 3 clusters Score -9454761 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -9454969.000000 Penalty: 5380.307129
	Iteration 17Q: 3 clusters Score -9454969 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -9455098.000000 Penalty: 5380.307129
	Iteration 18Q: 3 clusters Score -9455098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -9455161.000000 Penalty: 5380.307129
	Iteration 19Q: 3 clusters Score -9455161 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -9455194.000000 Penalty: 5380.307129
	Iteration 20F: 3 clusters Score -9455194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -9455229.000000 Penalty: 5380.307129
	Iteration 21Q: 3 clusters Score -9455229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -9455246.000000 Penalty: 5380.307129
	Iteration 22Q: 3 clusters Score -9455246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -9455269.000000 Penalty: 5380.307129
	Iteration 23Q: 3 clusters Score -9455269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -9455277.000000 Penalty: 5380.307129
	Iteration 24Q: 3 clusters Score -9455277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -9455297.000000 Penalty: 5380.307129
	Iteration 25Q: 3 clusters Score -9455297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -9455315.000000 Penalty: 5380.307129
	Iteration 26Q: 3 clusters Score -9455315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -9455305.000000 Penalty: 5380.307129
	Iteration 27Q: 3 clusters Score -9455305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -9455304.000000 Penalty: 5380.307129
	Iteration 28Q: 3 clusters Score -9455304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -9455308.000000 Penalty: 5380.307129
	Iteration 29Q: 3 clusters Score -9455308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -9455310.000000 Penalty: 5380.307129
	Iteration 30Q: 3 clusters Score -9455310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -9455314.000000 Penalty: 5380.307129
	Iteration 31Q: 3 clusters Score -9455314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -9455303.000000 Penalty: 5380.307129
	Iteration 32Q: 3 clusters Score -9455303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -9455303.000000 Penalty: 5380.307129
	Iteration 33F: 3 clusters Score -9455303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -712491.812500 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -712491.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -708686.750000 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -708686.8 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -709524.375000 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -709524.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -709790.625000 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -709790.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -709988.250000 Penalty: 4094.117188
	Iteration 3F: 3 clusters Score -709988.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -710150.687500 Penalty: 4094.117188
	Iteration 4F: 3 clusters Score -710150.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -710281.000000 Penalty: 4094.117188
	Iteration 5Q: 3 clusters Score -710281 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -710411.750000 Penalty: 4094.117188
	Iteration 6Q: 3 clusters Score -710411.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -710527.187500 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -710527.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -710616.125000 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -710616.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -710700.500000 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -710700.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -710770.187500 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -710770.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -710829.437500 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -710829.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -710877.937500 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -710877.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -710924.062500 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -710924.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -710955.187500 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -710955.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -710984.000000 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -710984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -710999.000000 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -710999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -711017.125000 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -711017.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -711032.062500 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -711032.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -711042.250000 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -711042.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -711058.187500 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -711058.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -711068.187500 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -711068.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -711077.125000 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -711077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -711081.000000 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -711081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -711084.250000 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -711084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -711085.812500 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -711085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -711086.812500 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -711086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -711090.562500 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -711090.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -711091.500000 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -711091.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -711091.500000 Penalty: 4094.117188
	Iteration 29F: 3 clusters Score -711091.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Entering Unmasked Estep 
Score: -7651048.000000 Penalty: 2634.753662
	Iteration 0F: 2 clusters Score -7651048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -7623616.000000 Penalty: 5269.507324
	Iteration 0F: 3 clusters Score -7623616 nChanged 18767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -7634119.500000 Penalty: 5269.507324
	Iteration 1F: 3 clusters Score -7634120 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -7634871.000000 Penalty: 5269.507324
	Iteration 2Q: 3 clusters Score -7634871 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -7635742.000000 Penalty: 5269.507324
	Iteration 3Q: 3 clusters Score -7635742 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -7636758.000000 Penalty: 5269.507324
	Iteration 4Q: 3 clusters Score -7636758 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -7637969.500000 Penalty: 5269.507324
	Iteration 5F: 3 clusters Score -7637970 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -7639264.500000 Penalty: 5269.507324
	Iteration 6F: 3 clusters Score -7639264 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -7640875.500000 Penalty: 5269.507324
	Iteration 7F: 3 clusters Score -7640876 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -7642950.500000 Penalty: 5269.507324
	Iteration 8F: 3 clusters Score -7642950 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -7645434.500000 Penalty: 5269.507324
	Iteration 9F: 3 clusters Score -7645434 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -7647565.500000 Penalty: 5269.507324
	Iteration 10F: 3 clusters Score -7647566 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -7648451.500000 Penalty: 5269.507324
	Iteration 11Q: 3 clusters Score -7648452 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -7648726.500000 Penalty: 5269.507324
	Iteration 12Q: 3 clusters Score -7648726 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -7648917.000000 Penalty: 5269.507324
	Iteration 13Q: 3 clusters Score -7648917 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -7649052.000000 Penalty: 5269.507324
	Iteration 14Q: 3 clusters Score -7649052 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -7649141.500000 Penalty: 5269.507324
	Iteration 15Q: 3 clusters Score -7649142 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -7649221.500000 Penalty: 5269.507324
	Iteration 16Q: 3 clusters Score -7649222 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -7649301.000000 Penalty: 5269.507324
	Iteration 17Q: 3 clusters Score -7649301 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -7649416.000000 Penalty: 5269.507324
	Iteration 18Q: 3 clusters Score -7649416 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -7649488.500000 Penalty: 5269.507324
	Iteration 19Q: 3 clusters Score -7649488 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -7649545.500000 Penalty: 5269.507324
	Iteration 20F: 3 clusters Score -7649546 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -7649594.500000 Penalty: 5269.507324
	Iteration 21Q: 3 clusters Score -7649594 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -7649644.000000 Penalty: 5269.507324
	Iteration 22Q: 3 clusters Score -7649644 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -7649688.500000 Penalty: 5269.507324
	Iteration 23Q: 3 clusters Score -7649688 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -7649759.000000 Penalty: 5269.507324
	Iteration 24Q: 3 clusters Score -7649759 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -7649814.500000 Penalty: 5269.507324
	Iteration 25Q: 3 clusters Score -7649814 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -7649861.000000 Penalty: 5269.507324
	Iteration 26Q: 3 clusters Score -7649861 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -7649876.000000 Penalty: 5269.507324
	Iteration 27Q: 3 clusters Score -7649876 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -7649899.500000 Penalty: 5269.507324
	Iteration 28Q: 3 clusters Score -7649900 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -7649932.500000 Penalty: 5269.507324
	Iteration 29Q: 3 clusters Score -7649932 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -7649961.500000 Penalty: 5269.507324
	Iteration 30Q: 3 clusters Score -7649962 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -7650008.500000 Penalty: 5269.507324
	Iteration 31Q: 3 clusters Score -7650008 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -7650000.000000 Penalty: 5269.507324
	Iteration 32Q: 3 clusters Score -7650000 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -7649977.500000 Penalty: 5269.507324
	Iteration 33Q: 3 clusters Score -7649978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -7649996.500000 Penalty: 5269.507324
	Iteration 34Q: 3 clusters Score -7649996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -7650019.000000 Penalty: 5269.507324
	Iteration 35Q: 3 clusters Score -7650019 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -7650017.000000 Penalty: 5269.507324
	Iteration 36Q: 3 clusters Score -7650017 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -7650020.000000 Penalty: 5269.507324
	Iteration 37Q: 3 clusters Score -7650020 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -7650026.000000 Penalty: 5269.507324
	Iteration 38Q: 3 clusters Score -7650026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -7650041.000000 Penalty: 5269.507324
	Iteration 39Q: 3 clusters Score -7650041 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -7650036.000000 Penalty: 5269.507324
	Iteration 40F: 3 clusters Score -7650036 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -7650053.500000 Penalty: 5269.507324
	Iteration 41Q: 3 clusters Score -7650054 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -7650048.000000 Penalty: 5269.507324
	Iteration 42Q: 3 clusters Score -7650048 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -7650050.000000 Penalty: 5269.507324
	Iteration 43Q: 3 clusters Score -7650050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -7650040.000000 Penalty: 5269.507324
	Iteration 44Q: 3 clusters Score -7650040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -7650050.500000 Penalty: 5269.507324
	Iteration 45Q: 3 clusters Score -7650050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -7650043.000000 Penalty: 5269.507324
	Iteration 46Q: 3 clusters Score -7650043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -7650057.500000 Penalty: 5269.507324
	Iteration 47Q: 3 clusters Score -7650058 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -7650067.000000 Penalty: 5269.507324
	Iteration 48Q: 3 clusters Score -7650067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -7650042.000000 Penalty: 5269.507324
	Iteration 49Q: 3 clusters Score -7650042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -7650038.500000 Penalty: 5269.507324
	Iteration 50Q: 3 clusters Score -7650038 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -7650029.500000 Penalty: 5269.507324
	Iteration 51Q: 3 clusters Score -7650030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7650031.000000 Penalty: 5269.507324
	Iteration 52Q: 3 clusters Score -7650031 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -7650044.500000 Penalty: 5269.507324
	Iteration 53Q: 3 clusters Score -7650044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -7650043.500000 Penalty: 5269.507324
	Iteration 54Q: 3 clusters Score -7650044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -7650056.000000 Penalty: 5269.507324
	Iteration 55Q: 3 clusters Score -7650056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -7650047.500000 Penalty: 5269.507324
	Iteration 56Q: 3 clusters Score -7650048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -7650053.500000 Penalty: 5269.507324
	Iteration 57Q: 3 clusters Score -7650054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -7650040.000000 Penalty: 5269.507324
	Iteration 58Q: 3 clusters Score -7650040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7650045.500000 Penalty: 5269.507324
	Iteration 59Q: 3 clusters Score -7650046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7650044.000000 Penalty: 5269.507324
	Iteration 60F: 3 clusters Score -7650044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7650037.500000 Penalty: 5269.507324
	Iteration 61Q: 3 clusters Score -7650038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -7650035.000000 Penalty: 5269.507324
	Iteration 62Q: 3 clusters Score -7650035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -7650027.000000 Penalty: 5269.507324
	Iteration 63Q: 3 clusters Score -7650027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -7650017.000000 Penalty: 5269.507324
	Iteration 64Q: 3 clusters Score -7650017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -7650015.500000 Penalty: 5269.507324
	Iteration 65Q: 3 clusters Score -7650016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -7650025.500000 Penalty: 5269.507324
	Iteration 66Q: 3 clusters Score -7650026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -7650021.000000 Penalty: 5269.507324
	Iteration 67Q: 3 clusters Score -7650021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -7650011.500000 Penalty: 5269.507324
	Iteration 68Q: 3 clusters Score -7650012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -7650000.000000 Penalty: 5269.507324
	Iteration 69Q: 3 clusters Score -7650000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -7649987.000000 Penalty: 5269.507324
	Iteration 70Q: 3 clusters Score -7649987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -7649995.000000 Penalty: 5269.507324
	Iteration 71Q: 3 clusters Score -7649995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -7649985.500000 Penalty: 5269.507324
	Iteration 72Q: 3 clusters Score -7649986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -7649979.500000 Penalty: 5269.507324
	Iteration 73Q: 3 clusters Score -7649980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -7649985.000000 Penalty: 5269.507324
	Iteration 74Q: 3 clusters Score -7649985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -7649989.500000 Penalty: 5269.507324
	Iteration 75Q: 3 clusters Score -7649990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -7649981.500000 Penalty: 5269.507324
	Iteration 76Q: 3 clusters Score -7649982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -7649982.000000 Penalty: 5269.507324
	Iteration 77Q: 3 clusters Score -7649982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -7649983.000000 Penalty: 5269.507324
	Iteration 78Q: 3 clusters Score -7649983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -7649979.500000 Penalty: 5269.507324
	Iteration 79Q: 3 clusters Score -7649980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -7649988.000000 Penalty: 5269.507324
	Iteration 80F: 3 clusters Score -7649988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -7649983.500000 Penalty: 5269.507324
	Iteration 81Q: 3 clusters Score -7649984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -7649987.000000 Penalty: 5269.507324
	Iteration 82Q: 3 clusters Score -7649987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -7649991.500000 Penalty: 5269.507324
	Iteration 83Q: 3 clusters Score -7649992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7649990.000000 Penalty: 5269.507324
	Iteration 84Q: 3 clusters Score -7649990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -7649982.000000 Penalty: 5269.507324
	Iteration 85Q: 3 clusters Score -7649982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -7649982.500000 Penalty: 5269.507324
	Iteration 86Q: 3 clusters Score -7649982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7649987.500000 Penalty: 5269.507324
	Iteration 87Q: 3 clusters Score -7649988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7649987.500000 Penalty: 5269.507324
	Iteration 88F: 3 clusters Score -7649988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Entering Unmasked Estep 
Score: -9483817.000000 Penalty: 2686.674561
	Iteration 0F: 2 clusters Score -9483817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -9453001.000000 Penalty: 5373.349121
	Iteration 0F: 3 clusters Score -9453001 nChanged 23490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -9465718.000000 Penalty: 5373.349121
	Iteration 1F: 3 clusters Score -9465718 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -9466267.000000 Penalty: 5373.349121
	Iteration 2Q: 3 clusters Score -9466267 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -9466813.000000 Penalty: 5373.349121
	Iteration 3Q: 3 clusters Score -9466813 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -9467284.000000 Penalty: 5373.349121
	Iteration 4Q: 3 clusters Score -9467284 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -9467876.000000 Penalty: 5373.349121
	Iteration 5Q: 3 clusters Score -9467876 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -9468801.000000 Penalty: 5373.349121
	Iteration 6Q: 3 clusters Score -9468801 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -9470094.000000 Penalty: 5373.349121
	Iteration 7Q: 3 clusters Score -9470094 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -9471932.000000 Penalty: 5373.349121
	Iteration 8F: 3 clusters Score -9471932 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -9474138.000000 Penalty: 5373.349121
	Iteration 9F: 3 clusters Score -9474138 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -9476681.000000 Penalty: 5373.349121
	Iteration 10F: 3 clusters Score -9476681 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -9478845.000000 Penalty: 5373.349121
	Iteration 11F: 3 clusters Score -9478845 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -9480116.000000 Penalty: 5373.349121
	Iteration 12Q: 3 clusters Score -9480116 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -9480907.000000 Penalty: 5373.349121
	Iteration 13Q: 3 clusters Score -9480907 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -9481232.000000 Penalty: 5373.349121
	Iteration 14Q: 3 clusters Score -9481232 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -9481407.000000 Penalty: 5373.349121
	Iteration 15Q: 3 clusters Score -9481407 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -9481481.000000 Penalty: 5373.349121
	Iteration 16Q: 3 clusters Score -9481481 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -9481566.000000 Penalty: 5373.349121
	Iteration 17Q: 3 clusters Score -9481566 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -9481626.000000 Penalty: 5373.349121
	Iteration 18Q: 3 clusters Score -9481626 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -9481631.000000 Penalty: 5373.349121
	Iteration 19Q: 3 clusters Score -9481631 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -9481672.000000 Penalty: 5373.349121
	Iteration 20F: 3 clusters Score -9481672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -9481700.000000 Penalty: 5373.349121
	Iteration 21Q: 3 clusters Score -9481700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -9481709.000000 Penalty: 5373.349121
	Iteration 22Q: 3 clusters Score -9481709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -9481700.000000 Penalty: 5373.349121
	Iteration 23Q: 3 clusters Score -9481700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -9481721.000000 Penalty: 5373.349121
	Iteration 24Q: 3 clusters Score -9481721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -9481714.000000 Penalty: 5373.349121
	Iteration 25Q: 3 clusters Score -9481714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -9481722.000000 Penalty: 5373.349121
	Iteration 26Q: 3 clusters Score -9481722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -9481751.000000 Penalty: 5373.349121
	Iteration 27Q: 3 clusters Score -9481751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -9481760.000000 Penalty: 5373.349121
	Iteration 28Q: 3 clusters Score -9481760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -9481770.000000 Penalty: 5373.349121
	Iteration 29Q: 3 clusters Score -9481770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -9481769.000000 Penalty: 5373.349121
	Iteration 30Q: 3 clusters Score -9481769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -9481768.000000 Penalty: 5373.349121
	Iteration 31Q: 3 clusters Score -9481768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -9481766.000000 Penalty: 5373.349121
	Iteration 32Q: 3 clusters Score -9481766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -9481773.000000 Penalty: 5373.349121
	Iteration 33Q: 3 clusters Score -9481773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -9481771.000000 Penalty: 5373.349121
	Iteration 34Q: 3 clusters Score -9481771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -9481762.000000 Penalty: 5373.349121
	Iteration 35Q: 3 clusters Score -9481762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -9481757.000000 Penalty: 5373.349121
	Iteration 36Q: 3 clusters Score -9481757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -9481754.000000 Penalty: 5373.349121
	Iteration 37Q: 3 clusters Score -9481754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -9481746.000000 Penalty: 5373.349121
	Iteration 38Q: 3 clusters Score -9481746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -9481753.000000 Penalty: 5373.349121
	Iteration 39Q: 3 clusters Score -9481753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -9481750.000000 Penalty: 5373.349121
	Iteration 40F: 3 clusters Score -9481750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Entering Unmasked Estep 
Score: -9231127.000000 Penalty: 2679.602295
	Iteration 0F: 2 clusters Score -9231127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -9200128.000000 Penalty: 5359.204590
	Iteration 0F: 3 clusters Score -9200128 nChanged 22800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -9212940.000000 Penalty: 5359.204590
	Iteration 1F: 3 clusters Score -9212940 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -9213461.000000 Penalty: 5359.204590
	Iteration 2Q: 3 clusters Score -9213461 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -9213861.000000 Penalty: 5359.204590
	Iteration 3Q: 3 clusters Score -9213861 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -9214250.000000 Penalty: 5359.204590
	Iteration 4Q: 3 clusters Score -9214250 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -9214701.000000 Penalty: 5359.204590
	Iteration 5Q: 3 clusters Score -9214701 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -9215145.000000 Penalty: 5359.204590
	Iteration 6Q: 3 clusters Score -9215145 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -9215664.000000 Penalty: 5359.204590
	Iteration 7Q: 3 clusters Score -9215664 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -9216500.000000 Penalty: 5359.204590
	Iteration 8Q: 3 clusters Score -9216500 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -9217821.000000 Penalty: 5359.204590
	Iteration 9Q: 3 clusters Score -9217821 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -9219671.000000 Penalty: 5359.204590
	Iteration 10F: 3 clusters Score -9219671 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -9221577.000000 Penalty: 5359.204590
	Iteration 11F: 3 clusters Score -9221577 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -9222755.000000 Penalty: 5359.204590
	Iteration 12Q: 3 clusters Score -9222755 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -9223279.000000 Penalty: 5359.204590
	Iteration 13Q: 3 clusters Score -9223279 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -9223643.000000 Penalty: 5359.204590
	Iteration 14Q: 3 clusters Score -9223643 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -9223996.000000 Penalty: 5359.204590
	Iteration 15Q: 3 clusters Score -9223996 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -9224338.000000 Penalty: 5359.204590
	Iteration 16Q: 3 clusters Score -9224338 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -9224776.000000 Penalty: 5359.204590
	Iteration 17Q: 3 clusters Score -9224776 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -9225115.000000 Penalty: 5359.204590
	Iteration 18Q: 3 clusters Score -9225115 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -9225470.000000 Penalty: 5359.204590
	Iteration 19Q: 3 clusters Score -9225470 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -9225893.000000 Penalty: 5359.204590
	Iteration 20F: 3 clusters Score -9225893 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -9226225.000000 Penalty: 5359.204590
	Iteration 21Q: 3 clusters Score -9226225 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -9226536.000000 Penalty: 5359.204590
	Iteration 22Q: 3 clusters Score -9226536 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -9226811.000000 Penalty: 5359.204590
	Iteration 23Q: 3 clusters Score -9226811 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -9227021.000000 Penalty: 5359.204590
	Iteration 24Q: 3 clusters Score -9227021 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -9227214.000000 Penalty: 5359.204590
	Iteration 25Q: 3 clusters Score -9227214 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -9227315.000000 Penalty: 5359.204590
	Iteration 26Q: 3 clusters Score -9227315 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -9227429.000000 Penalty: 5359.204590
	Iteration 27Q: 3 clusters Score -9227429 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -9228244.000000 Penalty: 5359.204590
	Iteration 49Q: 3 clusters Score -9228244 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9228280 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9228352 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35312 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9228678 nChanged 301
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Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9229185 nChanged 337
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Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42525 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42787 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43034 members 
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Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43875 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44042 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44170 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9229814 nChanged 123
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44637 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44720 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 45312 members 
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Mstep: Class 1 contains 45515 members 
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	Iteration 120F: 3 clusters Score -9229909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -9229913.000000 Penalty: 5359.204590
	Iteration 121Q: 3 clusters Score -9229913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9229911.000000 Penalty: 5359.204590
	Iteration 122Q: 3 clusters Score -9229911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -9229909.000000 Penalty: 5359.204590
	Iteration 123Q: 3 clusters Score -9229909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -9229903.000000 Penalty: 5359.204590
	Iteration 124Q: 3 clusters Score -9229903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -9229902.000000 Penalty: 5359.204590
	Iteration 125Q: 3 clusters Score -9229902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9229883.000000 Penalty: 5359.204590
	Iteration 126Q: 3 clusters Score -9229883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9229882.000000 Penalty: 5359.204590
	Iteration 127Q: 3 clusters Score -9229882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9229886.000000 Penalty: 5359.204590
	Iteration 128Q: 3 clusters Score -9229886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9229887.000000 Penalty: 5359.204590
	Iteration 129Q: 3 clusters Score -9229887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9229903.000000 Penalty: 5359.204590
	Iteration 130Q: 3 clusters Score -9229903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9229886.000000 Penalty: 5359.204590
	Iteration 131Q: 3 clusters Score -9229886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -9229875.000000 Penalty: 5359.204590
	Iteration 132Q: 3 clusters Score -9229875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9229884.000000 Penalty: 5359.204590
	Iteration 133Q: 3 clusters Score -9229884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9229893.000000 Penalty: 5359.204590
	Iteration 134Q: 3 clusters Score -9229893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9229885.000000 Penalty: 5359.204590
	Iteration 135Q: 3 clusters Score -9229885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9229875.000000 Penalty: 5359.204590
	Iteration 136Q: 3 clusters Score -9229875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9229862.000000 Penalty: 5359.204590
	Iteration 137Q: 3 clusters Score -9229862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9229864.000000 Penalty: 5359.204590
	Iteration 138Q: 3 clusters Score -9229864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -9229860.000000 Penalty: 5359.204590
	Iteration 139Q: 3 clusters Score -9229860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9229869.000000 Penalty: 5359.204590
	Iteration 140F: 3 clusters Score -9229869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9229861.000000 Penalty: 5359.204590
	Iteration 141Q: 3 clusters Score -9229861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9229849.000000 Penalty: 5359.204590
	Iteration 142Q: 3 clusters Score -9229849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9229843.000000 Penalty: 5359.204590
	Iteration 143Q: 3 clusters Score -9229843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9229826.000000 Penalty: 5359.204590
	Iteration 144Q: 3 clusters Score -9229826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9229828.000000 Penalty: 5359.204590
	Iteration 145Q: 3 clusters Score -9229828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9229834.000000 Penalty: 5359.204590
	Iteration 146Q: 3 clusters Score -9229834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -9229837.000000 Penalty: 5359.204590
	Iteration 147Q: 3 clusters Score -9229837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9229836.000000 Penalty: 5359.204590
	Iteration 148Q: 3 clusters Score -9229836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9229838.000000 Penalty: 5359.204590
	Iteration 149Q: 3 clusters Score -9229838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9229837.000000 Penalty: 5359.204590
	Iteration 150Q: 3 clusters Score -9229837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9229821.000000 Penalty: 5359.204590
	Iteration 151Q: 3 clusters Score -9229821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9229833.000000 Penalty: 5359.204590
	Iteration 152Q: 3 clusters Score -9229833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9229825.000000 Penalty: 5359.204590
	Iteration 153Q: 3 clusters Score -9229825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9229822.000000 Penalty: 5359.204590
	Iteration 154Q: 3 clusters Score -9229822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9229823.000000 Penalty: 5359.204590
	Iteration 155Q: 3 clusters Score -9229823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9229813.000000 Penalty: 5359.204590
	Iteration 156Q: 3 clusters Score -9229813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9229809.000000 Penalty: 5359.204590
	Iteration 157Q: 3 clusters Score -9229809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9229802.000000 Penalty: 5359.204590
	Iteration 158Q: 3 clusters Score -9229802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9229803.000000 Penalty: 5359.204590
	Iteration 159Q: 3 clusters Score -9229803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9229795.000000 Penalty: 5359.204590
	Iteration 160F: 3 clusters Score -9229795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9229798.000000 Penalty: 5359.204590
	Iteration 161Q: 3 clusters Score -9229798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9229798.000000 Penalty: 5359.204590
	Iteration 162F: 3 clusters Score -9229798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -64941.535156 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -64941.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -63581.785156 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -63581.79 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -63766.222656 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -63766.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -63827.070312 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -63827.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -63865.191406 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -63865.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -63931.953125 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -63931.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -63980.121094 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -63980.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64001.062500 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -64001.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64020.121094 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -64020.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64029.179688 Penalty: 2963.009521
	Iteration 8Q: 3 clusters Score -64029.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -64030.785156 Penalty: 2963.009521
	Iteration 9Q: 3 clusters Score -64030.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -64034.023438 Penalty: 2963.009521
	Iteration 10Q: 3 clusters Score -64034.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -64042.652344 Penalty: 2963.009521
	Iteration 11Q: 3 clusters Score -64042.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -64063.207031 Penalty: 2963.009521
	Iteration 12Q: 3 clusters Score -64063.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -64070.128906 Penalty: 2963.009521
	Iteration 13Q: 3 clusters Score -64070.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -64090.929688 Penalty: 2963.009521
	Iteration 14Q: 3 clusters Score -64090.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -64108.511719 Penalty: 2963.009521
	Iteration 15Q: 3 clusters Score -64108.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -64124.781250 Penalty: 2963.009521
	Iteration 16Q: 3 clusters Score -64124.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -64145.218750 Penalty: 2963.009521
	Iteration 17Q: 3 clusters Score -64145.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -64156.937500 Penalty: 2963.009521
	Iteration 18Q: 3 clusters Score -64156.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -64216.406250 Penalty: 2963.009521
	Iteration 19Q: 3 clusters Score -64216.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -64246.765625 Penalty: 2963.009521
	Iteration 20F: 3 clusters Score -64246.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -64316.265625 Penalty: 2963.009521
	Iteration 21Q: 3 clusters Score -64316.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -64341.269531 Penalty: 2963.009521
	Iteration 22Q: 3 clusters Score -64341.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -64342.937500 Penalty: 2963.009521
	Iteration 23Q: 3 clusters Score -64342.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -64342.937500 Penalty: 2963.009521
	Iteration 24F: 3 clusters Score -64342.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Entering Unmasked Estep 
Score: -9060645.000000 Penalty: 2678.249268
	Iteration 0F: 2 clusters Score -9060645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -9028417.000000 Penalty: 5356.498535
	Iteration 0F: 3 clusters Score -9028417 nChanged 22632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -9040878.000000 Penalty: 5356.498535
	Iteration 1F: 3 clusters Score -9040878 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -9041331.000000 Penalty: 5356.498535
	Iteration 2Q: 3 clusters Score -9041331 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -9041778.000000 Penalty: 5356.498535
	Iteration 3Q: 3 clusters Score -9041778 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -9042292.000000 Penalty: 5356.498535
	Iteration 4Q: 3 clusters Score -9042292 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -9042810.000000 Penalty: 5356.498535
	Iteration 5Q: 3 clusters Score -9042810 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -9043602.000000 Penalty: 5356.498535
	Iteration 6Q: 3 clusters Score -9043602 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -9044493.000000 Penalty: 5356.498535
	Iteration 7Q: 3 clusters Score -9044493 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -9045680.000000 Penalty: 5356.498535
	Iteration 8Q: 3 clusters Score -9045680 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -9046880.000000 Penalty: 5356.498535
	Iteration 9Q: 3 clusters Score -9046880 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -9048217.000000 Penalty: 5356.498535
	Iteration 10Q: 3 clusters Score -9048217 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -9049728.000000 Penalty: 5356.498535
	Iteration 11Q: 3 clusters Score -9049728 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -9051077.000000 Penalty: 5356.498535
	Iteration 12Q: 3 clusters Score -9051077 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -9052240.000000 Penalty: 5356.498535
	Iteration 13Q: 3 clusters Score -9052240 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -9053129.000000 Penalty: 5356.498535
	Iteration 14Q: 3 clusters Score -9053129 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -9053750.000000 Penalty: 5356.498535
	Iteration 15Q: 3 clusters Score -9053750 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -9054245.000000 Penalty: 5356.498535
	Iteration 16Q: 3 clusters Score -9054245 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -9054653.000000 Penalty: 5356.498535
	Iteration 17Q: 3 clusters Score -9054653 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -9055052.000000 Penalty: 5356.498535
	Iteration 18Q: 3 clusters Score -9055052 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -9055424.000000 Penalty: 5356.498535
	Iteration 19Q: 3 clusters Score -9055424 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -9055760.000000 Penalty: 5356.498535
	Iteration 20F: 3 clusters Score -9055760 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -9056058.000000 Penalty: 5356.498535
	Iteration 21Q: 3 clusters Score -9056058 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -9056388.000000 Penalty: 5356.498535
	Iteration 22Q: 3 clusters Score -9056388 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -9056707.000000 Penalty: 5356.498535
	Iteration 23Q: 3 clusters Score -9056707 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -9056973.000000 Penalty: 5356.498535
	Iteration 24Q: 3 clusters Score -9056973 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -9057220.000000 Penalty: 5356.498535
	Iteration 25Q: 3 clusters Score -9057220 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9057474.000000 Penalty: 5356.498535
	Iteration 26Q: 3 clusters Score -9057474 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -9057661.000000 Penalty: 5356.498535
	Iteration 27Q: 3 clusters Score -9057661 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9057856.000000 Penalty: 5356.498535
	Iteration 28Q: 3 clusters Score -9057856 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -9057938.000000 Penalty: 5356.498535
	Iteration 29Q: 3 clusters Score -9057938 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9058038.000000 Penalty: 5356.498535
	Iteration 30Q: 3 clusters Score -9058038 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9058129.000000 Penalty: 5356.498535
	Iteration 31Q: 3 clusters Score -9058129 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9058187.000000 Penalty: 5356.498535
	Iteration 32Q: 3 clusters Score -9058187 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9058249.000000 Penalty: 5356.498535
	Iteration 33Q: 3 clusters Score -9058249 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9058293.000000 Penalty: 5356.498535
	Iteration 34Q: 3 clusters Score -9058293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9058329.000000 Penalty: 5356.498535
	Iteration 35Q: 3 clusters Score -9058329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9058366.000000 Penalty: 5356.498535
	Iteration 36Q: 3 clusters Score -9058366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9058379.000000 Penalty: 5356.498535
	Iteration 37Q: 3 clusters Score -9058379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9058403.000000 Penalty: 5356.498535
	Iteration 38Q: 3 clusters Score -9058403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9058430.000000 Penalty: 5356.498535
	Iteration 39Q: 3 clusters Score -9058430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9058430.000000 Penalty: 5356.498535
	Iteration 40F: 3 clusters Score -9058430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9058445.000000 Penalty: 5356.498535
	Iteration 41Q: 3 clusters Score -9058445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9058465.000000 Penalty: 5356.498535
	Iteration 42Q: 3 clusters Score -9058465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9058473.000000 Penalty: 5356.498535
	Iteration 43Q: 3 clusters Score -9058473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9058469.000000 Penalty: 5356.498535
	Iteration 44Q: 3 clusters Score -9058469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9058474.000000 Penalty: 5356.498535
	Iteration 45Q: 3 clusters Score -9058474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9058475.000000 Penalty: 5356.498535
	Iteration 46Q: 3 clusters Score -9058475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9058482.000000 Penalty: 5356.498535
	Iteration 47Q: 3 clusters Score -9058482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9058496.000000 Penalty: 5356.498535
	Iteration 48Q: 3 clusters Score -9058496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9058501.000000 Penalty: 5356.498535
	Iteration 49Q: 3 clusters Score -9058501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9058489.000000 Penalty: 5356.498535
	Iteration 50Q: 3 clusters Score -9058489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9058488.000000 Penalty: 5356.498535
	Iteration 51Q: 3 clusters Score -9058488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9058485.000000 Penalty: 5356.498535
	Iteration 52Q: 3 clusters Score -9058485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9058485.000000 Penalty: 5356.498535
	Iteration 53F: 3 clusters Score -9058485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -47368.062500 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -47368.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46001.425781 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -46001.43 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46272.933594 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -46272.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46352.562500 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -46352.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46407.359375 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -46407.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46434.812500 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -46434.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46472.304688 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -46472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46492.832031 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -46492.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46503.054688 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -46503.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46523.300781 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -46523.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46547.503906 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -46547.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46558.445312 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -46558.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46559.867188 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -46559.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46559.867188 Penalty: 3032.386475
	Iteration 12F: 3 clusters Score -46559.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -19094.111328 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -19094.11 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 128 members 
Entering Unmasked Estep 
Score: -18017.484375 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -18017.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18199.015625 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -18199.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18255.486328 Penalty: 2744.561279
	Iteration 2F: 3 clusters Score -18255.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18294.957031 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18294.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18336.132812 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -18336.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -18340.076172 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -18340.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18346.277344 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -18346.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -18350.642578 Penalty: 2744.561279
	Iteration 7Q: 3 clusters Score -18350.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -18367.904297 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -18367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18380.550781 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -18380.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18397.210938 Penalty: 2744.561279
	Iteration 10Q: 3 clusters Score -18397.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -18404.970703 Penalty: 2744.561279
	Iteration 11Q: 3 clusters Score -18404.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -18404.970703 Penalty: 2744.561279
	Iteration 12F: 3 clusters Score -18404.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -106060.679688 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -106060.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -104460.828125 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -104460.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104841.570312 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -104841.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -105038.523438 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -105038.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -105185.585938 Penalty: 3181.887939
	Iteration 3F: 3 clusters Score -105185.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -105261.484375 Penalty: 3181.887939
	Iteration 4F: 3 clusters Score -105261.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -105309.875000 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -105309.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -105345.570312 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -105345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -105362.609375 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -105362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -105370.656250 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -105370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -105374.289062 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -105374.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -105376.390625 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -105376.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -105376.390625 Penalty: 3181.887939
	Iteration 11F: 3 clusters Score -105376.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -177067.703125 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -177067.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -175179.890625 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -175179.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -175590.781250 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -175590.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -175793.734375 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -175793.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -175966.187500 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -175966.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -176120.328125 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -176120.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -176212.875000 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -176212.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -176257.906250 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -176257.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -176316.312500 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -176316.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -176364.734375 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -176364.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176412.109375 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -176412.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -176445.968750 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -176446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -176463.968750 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -176464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -176480.390625 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -176480.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176498.015625 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -176498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -176510.078125 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -176510.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -176520.578125 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -176520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -176531.015625 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -176531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -176546.406250 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -176546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -176551.375000 Penalty: 3437.525391
	Iteration 18Q: 3 clusters Score -176551.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -176562.953125 Penalty: 3437.525391
	Iteration 19Q: 3 clusters Score -176563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -176567.843750 Penalty: 3437.525391
	Iteration 20F: 3 clusters Score -176567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -176570.312500 Penalty: 3437.525391
	Iteration 21Q: 3 clusters Score -176570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -176571.453125 Penalty: 3437.525391
	Iteration 22Q: 3 clusters Score -176571.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -176571.453125 Penalty: 3437.525391
	Iteration 23F: 3 clusters Score -176571.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -71639.890625 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -71639.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70172.289062 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -70172.29 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70576.445312 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -70576.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70682.039062 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -70682.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70817.164062 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -70817.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70922.085938 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -70922.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70972.664062 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -70972.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71030.609375 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -71030.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71061.523438 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -71061.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71085.351562 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -71085.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71113.656250 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -71113.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71117.062500 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -71117.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71117.062500 Penalty: 3136.882080
	Iteration 11F: 3 clusters Score -71117.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Entering Unmasked Estep 
Score: -7612144.000000 Penalty: 2633.210449
	Iteration 0F: 2 clusters Score -7612144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -7585017.500000 Penalty: 5266.420898
	Iteration 0F: 3 clusters Score -7585018 nChanged 18745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -7595352.000000 Penalty: 5266.420898
	Iteration 1F: 3 clusters Score -7595352 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -7595987.000000 Penalty: 5266.420898
	Iteration 2Q: 3 clusters Score -7595987 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -7596678.000000 Penalty: 5266.420898
	Iteration 3Q: 3 clusters Score -7596678 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -7597620.000000 Penalty: 5266.420898
	Iteration 4Q: 3 clusters Score -7597620 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -7599124.500000 Penalty: 5266.420898
	Iteration 5F: 3 clusters Score -7599124 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -7601322.500000 Penalty: 5266.420898
	Iteration 6F: 3 clusters Score -7601322 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -7604192.500000 Penalty: 5266.420898
	Iteration 7F: 3 clusters Score -7604192 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -7606844.500000 Penalty: 5266.420898
	Iteration 8F: 3 clusters Score -7606844 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -7608450.500000 Penalty: 5266.420898
	Iteration 9Q: 3 clusters Score -7608450 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -7609133.000000 Penalty: 5266.420898
	Iteration 10Q: 3 clusters Score -7609133 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -7609510.500000 Penalty: 5266.420898
	Iteration 11Q: 3 clusters Score -7609510 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -7609708.000000 Penalty: 5266.420898
	Iteration 12Q: 3 clusters Score -7609708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -7609789.000000 Penalty: 5266.420898
	Iteration 13Q: 3 clusters Score -7609789 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -7609853.000000 Penalty: 5266.420898
	Iteration 14Q: 3 clusters Score -7609853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -7609889.500000 Penalty: 5266.420898
	Iteration 15Q: 3 clusters Score -7609890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -7609922.000000 Penalty: 5266.420898
	Iteration 16Q: 3 clusters Score -7609922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -7609930.500000 Penalty: 5266.420898
	Iteration 17Q: 3 clusters Score -7609930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -7609941.500000 Penalty: 5266.420898
	Iteration 18Q: 3 clusters Score -7609942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -7609960.500000 Penalty: 5266.420898
	Iteration 19Q: 3 clusters Score -7609960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -7609969.000000 Penalty: 5266.420898
	Iteration 20F: 3 clusters Score -7609969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -7609973.500000 Penalty: 5266.420898
	Iteration 21Q: 3 clusters Score -7609974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -7609979.000000 Penalty: 5266.420898
	Iteration 22Q: 3 clusters Score -7609979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -7609977.000000 Penalty: 5266.420898
	Iteration 23Q: 3 clusters Score -7609977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -7609985.000000 Penalty: 5266.420898
	Iteration 24Q: 3 clusters Score -7609985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -7609992.500000 Penalty: 5266.420898
	Iteration 25Q: 3 clusters Score -7609992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -7609988.500000 Penalty: 5266.420898
	Iteration 26Q: 3 clusters Score -7609988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -7609999.000000 Penalty: 5266.420898
	Iteration 27Q: 3 clusters Score -7609999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -7609999.000000 Penalty: 5266.420898
	Iteration 28F: 3 clusters Score -7609999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Entering Unmasked Estep 
Score: -9213179.000000 Penalty: 2681.367920
	Iteration 0F: 2 clusters Score -9213179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -9181367.000000 Penalty: 5362.735840
	Iteration 0F: 3 clusters Score -9181367 nChanged 22936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -9194295.000000 Penalty: 5362.735840
	Iteration 1F: 3 clusters Score -9194295 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -9194813.000000 Penalty: 5362.735840
	Iteration 2Q: 3 clusters Score -9194813 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -9195474.000000 Penalty: 5362.735840
	Iteration 3Q: 3 clusters Score -9195474 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -9196280.000000 Penalty: 5362.735840
	Iteration 4Q: 3 clusters Score -9196280 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -9197222.000000 Penalty: 5362.735840
	Iteration 5Q: 3 clusters Score -9197222 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -9198675.000000 Penalty: 5362.735840
	Iteration 6F: 3 clusters Score -9198675 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -9200480.000000 Penalty: 5362.735840
	Iteration 7F: 3 clusters Score -9200480 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -9202690.000000 Penalty: 5362.735840
	Iteration 8F: 3 clusters Score -9202690 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -9204930.000000 Penalty: 5362.735840
	Iteration 9F: 3 clusters Score -9204930 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -9207104.000000 Penalty: 5362.735840
	Iteration 10F: 3 clusters Score -9207104 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -9208770.000000 Penalty: 5362.735840
	Iteration 11Q: 3 clusters Score -9208770 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9209910.000000 Penalty: 5362.735840
	Iteration 12Q: 3 clusters Score -9209910 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9210438.000000 Penalty: 5362.735840
	Iteration 13Q: 3 clusters Score -9210438 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9210742.000000 Penalty: 5362.735840
	Iteration 14Q: 3 clusters Score -9210742 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9210852.000000 Penalty: 5362.735840
	Iteration 15Q: 3 clusters Score -9210852 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9210919.000000 Penalty: 5362.735840
	Iteration 16Q: 3 clusters Score -9210919 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9210948.000000 Penalty: 5362.735840
	Iteration 17Q: 3 clusters Score -9210948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9210993.000000 Penalty: 5362.735840
	Iteration 18Q: 3 clusters Score -9210993 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9210995.000000 Penalty: 5362.735840
	Iteration 19Q: 3 clusters Score -9210995 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9211023.000000 Penalty: 5362.735840
	Iteration 20F: 3 clusters Score -9211023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9211025.000000 Penalty: 5362.735840
	Iteration 21Q: 3 clusters Score -9211025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9211025.000000 Penalty: 5362.735840
	Iteration 22Q: 3 clusters Score -9211025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9211027.000000 Penalty: 5362.735840
	Iteration 23Q: 3 clusters Score -9211027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9211022.000000 Penalty: 5362.735840
	Iteration 24Q: 3 clusters Score -9211022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9211018.000000 Penalty: 5362.735840
	Iteration 25Q: 3 clusters Score -9211018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9211022.000000 Penalty: 5362.735840
	Iteration 26Q: 3 clusters Score -9211022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9211021.000000 Penalty: 5362.735840
	Iteration 27Q: 3 clusters Score -9211021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9211024.000000 Penalty: 5362.735840
	Iteration 28Q: 3 clusters Score -9211024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9211029.000000 Penalty: 5362.735840
	Iteration 29Q: 3 clusters Score -9211029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9211032.000000 Penalty: 5362.735840
	Iteration 30Q: 3 clusters Score -9211032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9211031.000000 Penalty: 5362.735840
	Iteration 31Q: 3 clusters Score -9211031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9211031.000000 Penalty: 5362.735840
	Iteration 32Q: 3 clusters Score -9211031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9211031.000000 Penalty: 5362.735840
	Iteration 33Q: 3 clusters Score -9211031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9211036.000000 Penalty: 5362.735840
	Iteration 34Q: 3 clusters Score -9211036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9211036.000000 Penalty: 5362.735840
	Iteration 35Q: 3 clusters Score -9211036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9211040.000000 Penalty: 5362.735840
	Iteration 36Q: 3 clusters Score -9211040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9211040.000000 Penalty: 5362.735840
	Iteration 37F: 3 clusters Score -9211040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73705.304688 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72212.218750 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72212.22 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72472.507812 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72472.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72565.273438 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -72565.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72628.648438 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -72628.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72656.734375 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -72656.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72666.796875 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -72666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72673.234375 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -72673.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72684.242188 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -72684.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72696.867188 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -72696.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72703.695312 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -72703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72708.093750 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -72708.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72713.789062 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -72713.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72726.531250 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -72726.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72742.398438 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -72742.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72758.296875 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -72758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72775.140625 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -72775.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72792.671875 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -72792.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72813.382812 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -72813.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72818.414062 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -72818.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72821.570312 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -72821.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72822.117188 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -72822.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72827.085938 Penalty: 3120.618408
	Iteration 21Q: 3 clusters Score -72827.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72838.117188 Penalty: 3120.618408
	Iteration 22Q: 3 clusters Score -72838.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -72848.750000 Penalty: 3120.618408
	Iteration 23Q: 3 clusters Score -72848.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72861.609375 Penalty: 3120.618408
	Iteration 24Q: 3 clusters Score -72861.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72867.226562 Penalty: 3120.618408
	Iteration 25Q: 3 clusters Score -72867.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72879.117188 Penalty: 3120.618408
	Iteration 26Q: 3 clusters Score -72879.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -72900.351562 Penalty: 3120.618408
	Iteration 27Q: 3 clusters Score -72900.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72919.390625 Penalty: 3120.618408
	Iteration 28Q: 3 clusters Score -72919.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72946.804688 Penalty: 3120.618408
	Iteration 29Q: 3 clusters Score -72946.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72978.304688 Penalty: 3120.618408
	Iteration 30Q: 3 clusters Score -72978.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -72999.562500 Penalty: 3120.618408
	Iteration 31Q: 3 clusters Score -72999.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73004.664062 Penalty: 3120.618408
	Iteration 32Q: 3 clusters Score -73004.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73005.171875 Penalty: 3120.618408
	Iteration 33Q: 3 clusters Score -73005.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73006.023438 Penalty: 3120.618408
	Iteration 34F: 3 clusters Score -73006.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73024.273438 Penalty: 3120.618408
	Iteration 35Q: 3 clusters Score -73024.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73024.843750 Penalty: 3120.618408
	Iteration 36Q: 3 clusters Score -73024.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73024.843750 Penalty: 3120.618408
	Iteration 37F: 3 clusters Score -73024.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -485162.062500 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -485162.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -482111.281250 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -482111.3 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -482672.593750 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -482672.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -482832.437500 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -482832.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -482921.031250 Penalty: 3906.436035
	Iteration 3F: 3 clusters Score -482921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -482966.281250 Penalty: 3906.436035
	Iteration 4Q: 3 clusters Score -482966.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -483010.687500 Penalty: 3906.436035
	Iteration 5Q: 3 clusters Score -483010.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -483044.562500 Penalty: 3906.436035
	Iteration 6Q: 3 clusters Score -483044.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -483063.718750 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -483063.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -483086.562500 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -483086.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -483103.593750 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -483103.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -483117.468750 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -483117.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -483130.875000 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -483130.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -483140.843750 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -483140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -483149.750000 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -483149.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -483159.250000 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -483159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -483164.593750 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -483164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -483165.437500 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -483165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -483166.468750 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -483166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -483166.812500 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -483166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -483167.312500 Penalty: 3906.436035
	Iteration 19Q: 3 clusters Score -483167.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -483167.906250 Penalty: 3906.436035
	Iteration 20F: 3 clusters Score -483167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -483168.625000 Penalty: 3906.436035
	Iteration 21Q: 3 clusters Score -483168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -483169.031250 Penalty: 3906.436035
	Iteration 22Q: 3 clusters Score -483169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -483169.031250 Penalty: 3906.436035
	Iteration 23F: 3 clusters Score -483169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Entering Unmasked Estep 
Score: -9461745.000000 Penalty: 2684.827881
	Iteration 0F: 2 clusters Score -9461745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -9431029.000000 Penalty: 5369.655762
	Iteration 0F: 3 clusters Score -9431029 nChanged 23254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -9444137.000000 Penalty: 5369.655762
	Iteration 1F: 3 clusters Score -9444137 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -9445040.000000 Penalty: 5369.655762
	Iteration 2Q: 3 clusters Score -9445040 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -9446292.000000 Penalty: 5369.655762
	Iteration 3F: 3 clusters Score -9446292 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -9448089.000000 Penalty: 5369.655762
	Iteration 4F: 3 clusters Score -9448089 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -9450447.000000 Penalty: 5369.655762
	Iteration 5F: 3 clusters Score -9450447 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -9452759.000000 Penalty: 5369.655762
	Iteration 6F: 3 clusters Score -9452759 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -9455050.000000 Penalty: 5369.655762
	Iteration 7F: 3 clusters Score -9455050 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -9457003.000000 Penalty: 5369.655762
	Iteration 8F: 3 clusters Score -9457003 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -9458284.000000 Penalty: 5369.655762
	Iteration 9Q: 3 clusters Score -9458284 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -9459050.000000 Penalty: 5369.655762
	Iteration 10Q: 3 clusters Score -9459050 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -9459357.000000 Penalty: 5369.655762
	Iteration 11Q: 3 clusters Score -9459357 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -9459488.000000 Penalty: 5369.655762
	Iteration 12Q: 3 clusters Score -9459488 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -9459513.000000 Penalty: 5369.655762
	Iteration 13Q: 3 clusters Score -9459513 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -9459559.000000 Penalty: 5369.655762
	Iteration 14Q: 3 clusters Score -9459559 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -9459586.000000 Penalty: 5369.655762
	Iteration 15Q: 3 clusters Score -9459586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -9459611.000000 Penalty: 5369.655762
	Iteration 16Q: 3 clusters Score -9459611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -9459618.000000 Penalty: 5369.655762
	Iteration 17Q: 3 clusters Score -9459618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -9459615.000000 Penalty: 5369.655762
	Iteration 18Q: 3 clusters Score -9459615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -9459622.000000 Penalty: 5369.655762
	Iteration 19Q: 3 clusters Score -9459622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -9459615.000000 Penalty: 5369.655762
	Iteration 20F: 3 clusters Score -9459615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -9459614.000000 Penalty: 5369.655762
	Iteration 21Q: 3 clusters Score -9459614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -9459615.000000 Penalty: 5369.655762
	Iteration 22Q: 3 clusters Score -9459615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -9459619.000000 Penalty: 5369.655762
	Iteration 23Q: 3 clusters Score -9459619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -9459621.000000 Penalty: 5369.655762
	Iteration 24Q: 3 clusters Score -9459621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -9459615.000000 Penalty: 5369.655762
	Iteration 25Q: 3 clusters Score -9459615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -9459616.000000 Penalty: 5369.655762
	Iteration 26Q: 3 clusters Score -9459616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -9459615.000000 Penalty: 5369.655762
	Iteration 27Q: 3 clusters Score -9459615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -9459619.000000 Penalty: 5369.655762
	Iteration 28Q: 3 clusters Score -9459619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -9459619.000000 Penalty: 5369.655762
	Iteration 29F: 3 clusters Score -9459619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48247 members 
Mstep: Class 4 contains 49644 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 49250 members 
Mstep: Class 7 contains 31174 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51400 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 41110 members 
Mstep: Class 12 contains 50684 members 
Mstep: Class 13 contains 49259 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 48991 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40855 members 
Mstep: Class 22 contains 49611 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2633 members 
Mstep: Class 25 contains 50308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161616.000000 Penalty: 82516.046875
Iteration 319Q: 26 clusters Score -1.101616e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 48212 members 
Mstep: Class 4 contains 49646 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49236 members 
Mstep: Class 7 contains 31168 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51410 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 41083 members 
Mstep: Class 12 contains 50729 members 
Mstep: Class 13 contains 49231 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 49003 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40913 members 
Mstep: Class 22 contains 49637 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2642 members 
Mstep: Class 25 contains 50248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161360.000000 Penalty: 82516.046875
Iteration 320F: 26 clusters Score -1.101614e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 4 contains 49646 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49214 members 
Mstep: Class 7 contains 31168 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51424 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 41051 members 
Mstep: Class 12 contains 50758 members 
Mstep: Class 13 contains 49234 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48999 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40951 members 
Mstep: Class 22 contains 49690 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2651 members 
Mstep: Class 25 contains 50203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161688.000000 Penalty: 82516.046875
Iteration 321Q: 26 clusters Score -1.101617e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48149 members 
Mstep: Class 4 contains 49640 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49207 members 
Mstep: Class 7 contains 31162 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51431 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 41040 members 
Mstep: Class 12 contains 50753 members 
Mstep: Class 13 contains 49269 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48967 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 40989 members 
Mstep: Class 22 contains 49715 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2651 members 
Mstep: Class 25 contains 50174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161696.000000 Penalty: 82516.046875
Iteration 322Q: 26 clusters Score -1.101617e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 48120 members 
Mstep: Class 4 contains 49637 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49239 members 
Mstep: Class 7 contains 31165 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51424 members 
Mstep: Class 10 contains 3824 members 
Mstep: Class 11 contains 41002 members 
Mstep: Class 12 contains 50754 members 
Mstep: Class 13 contains 49284 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48957 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41048 members 
Mstep: Class 22 contains 49733 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2655 members 
Mstep: Class 25 contains 50133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161680.000000 Penalty: 82516.046875
Iteration 323Q: 26 clusters Score -1.101617e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48110 members 
Mstep: Class 4 contains 49676 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49266 members 
Mstep: Class 7 contains 31161 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51388 members 
Mstep: Class 10 contains 3819 members 
Mstep: Class 11 contains 40993 members 
Mstep: Class 12 contains 50734 members 
Mstep: Class 13 contains 49274 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48953 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41092 members 
Mstep: Class 22 contains 49758 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2658 members 
Mstep: Class 25 contains 50097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161560.000000 Penalty: 82516.046875
Iteration 324Q: 26 clusters Score -1.101616e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48117 members 
Mstep: Class 4 contains 49677 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49296 members 
Mstep: Class 7 contains 31158 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51373 members 
Mstep: Class 10 contains 3810 members 
Mstep: Class 11 contains 40983 members 
Mstep: Class 12 contains 50704 members 
Mstep: Class 13 contains 49249 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48937 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41138 members 
Mstep: Class 22 contains 49764 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2657 members 
Mstep: Class 25 contains 50113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161632.000000 Penalty: 82516.046875
Iteration 325Q: 26 clusters Score -1.101616e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48123 members 
Mstep: Class 4 contains 49678 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49312 members 
Mstep: Class 7 contains 31165 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51334 members 
Mstep: Class 10 contains 3804 members 
Mstep: Class 11 contains 40961 members 
Mstep: Class 12 contains 50693 members 
Mstep: Class 13 contains 49224 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48934 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41244 members 
Mstep: Class 22 contains 49758 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2659 members 
Mstep: Class 25 contains 50086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161664.000000 Penalty: 82516.046875
Iteration 326Q: 26 clusters Score -1.101617e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48167 members 
Mstep: Class 4 contains 49677 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49320 members 
Mstep: Class 7 contains 31165 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51282 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 40943 members 
Mstep: Class 12 contains 50670 members 
Mstep: Class 13 contains 49211 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48926 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41328 members 
Mstep: Class 22 contains 49748 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2656 members 
Mstep: Class 25 contains 50069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161808.000000 Penalty: 82516.046875
Iteration 327Q: 26 clusters Score -1.101618e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48180 members 
Mstep: Class 4 contains 49676 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49340 members 
Mstep: Class 7 contains 31159 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51285 members 
Mstep: Class 10 contains 3797 members 
Mstep: Class 11 contains 40925 members 
Mstep: Class 12 contains 50652 members 
Mstep: Class 13 contains 49185 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48902 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41395 members 
Mstep: Class 22 contains 49733 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2650 members 
Mstep: Class 25 contains 50071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161880.000000 Penalty: 82516.046875
Iteration 328Q: 26 clusters Score -1.101619e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48200 members 
Mstep: Class 4 contains 49665 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49336 members 
Mstep: Class 7 contains 31146 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51277 members 
Mstep: Class 10 contains 3793 members 
Mstep: Class 11 contains 40909 members 
Mstep: Class 12 contains 50647 members 
Mstep: Class 13 contains 49193 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48898 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41464 members 
Mstep: Class 22 contains 49725 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2648 members 
Mstep: Class 25 contains 50041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162136.000000 Penalty: 82516.046875
Iteration 329Q: 26 clusters Score -1.101621e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48200 members 
Mstep: Class 4 contains 49674 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49329 members 
Mstep: Class 7 contains 31138 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51268 members 
Mstep: Class 10 contains 3793 members 
Mstep: Class 11 contains 40900 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 49185 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48879 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41538 members 
Mstep: Class 22 contains 49715 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2645 members 
Mstep: Class 25 contains 50026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162088.000000 Penalty: 82516.046875
Iteration 330Q: 26 clusters Score -1.101621e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48211 members 
Mstep: Class 4 contains 49654 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49305 members 
Mstep: Class 7 contains 31124 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51251 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 40885 members 
Mstep: Class 12 contains 50665 members 
Mstep: Class 13 contains 49179 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48858 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41623 members 
Mstep: Class 22 contains 49691 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2644 members 
Mstep: Class 25 contains 50064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162088.000000 Penalty: 82516.046875
Iteration 331Q: 26 clusters Score -1.101621e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48228 members 
Mstep: Class 4 contains 49640 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49280 members 
Mstep: Class 7 contains 31103 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51233 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 40856 members 
Mstep: Class 12 contains 50679 members 
Mstep: Class 13 contains 49196 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48839 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41696 members 
Mstep: Class 22 contains 49688 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2645 members 
Mstep: Class 25 contains 50100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162144.000000 Penalty: 82516.046875
Iteration 332Q: 26 clusters Score -1.101621e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48248 members 
Mstep: Class 4 contains 49647 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49258 members 
Mstep: Class 7 contains 31067 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51215 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 11 contains 40835 members 
Mstep: Class 12 contains 50682 members 
Mstep: Class 13 contains 49192 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48824 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41800 members 
Mstep: Class 22 contains 49688 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2643 members 
Mstep: Class 25 contains 50104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162144.000000 Penalty: 82516.046875
Iteration 333Q: 26 clusters Score -1.101621e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48280 members 
Mstep: Class 4 contains 49684 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49235 members 
Mstep: Class 7 contains 31033 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51192 members 
Mstep: Class 10 contains 3783 members 
Mstep: Class 11 contains 40817 members 
Mstep: Class 12 contains 50650 members 
Mstep: Class 13 contains 49169 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48821 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41897 members 
Mstep: Class 22 contains 49701 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2641 members 
Mstep: Class 25 contains 50083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162352.000000 Penalty: 82516.046875
Iteration 334Q: 26 clusters Score -1.101624e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48278 members 
Mstep: Class 4 contains 49688 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49254 members 
Mstep: Class 7 contains 31017 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 51175 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 11 contains 40802 members 
Mstep: Class 12 contains 50625 members 
Mstep: Class 13 contains 49174 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48800 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41985 members 
Mstep: Class 22 contains 49695 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 50073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162160.000000 Penalty: 82516.046875
Iteration 335Q: 26 clusters Score -1.101622e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48272 members 
Mstep: Class 4 contains 49700 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49256 members 
Mstep: Class 7 contains 31005 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51175 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 40768 members 
Mstep: Class 12 contains 50614 members 
Mstep: Class 13 contains 49200 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48788 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42059 members 
Mstep: Class 22 contains 49686 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2621 members 
Mstep: Class 25 contains 50043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162120.000000 Penalty: 82516.046875
Iteration 336Q: 26 clusters Score -1.101621e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48234 members 
Mstep: Class 4 contains 49709 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49271 members 
Mstep: Class 7 contains 30982 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51186 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 11 contains 40747 members 
Mstep: Class 12 contains 50617 members 
Mstep: Class 13 contains 49215 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48780 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42119 members 
Mstep: Class 22 contains 49678 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 50048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162136.000000 Penalty: 82516.046875
Iteration 337Q: 26 clusters Score -1.101621e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48178 members 
Mstep: Class 4 contains 49738 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49272 members 
Mstep: Class 7 contains 30970 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51176 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 11 contains 40725 members 
Mstep: Class 12 contains 50622 members 
Mstep: Class 13 contains 49245 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48771 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42169 members 
Mstep: Class 22 contains 49679 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 50053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162176.000000 Penalty: 82516.046875
Iteration 338Q: 26 clusters Score -1.101622e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48118 members 
Mstep: Class 4 contains 49772 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49255 members 
Mstep: Class 7 contains 30949 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51171 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 40701 members 
Mstep: Class 12 contains 50635 members 
Mstep: Class 13 contains 49289 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48755 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42204 members 
Mstep: Class 22 contains 49680 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2594 members 
Mstep: Class 25 contains 50074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162312.000000 Penalty: 82516.046875
Iteration 339Q: 26 clusters Score -1.101623e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 48069 members 
Mstep: Class 4 contains 49742 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49256 members 
Mstep: Class 7 contains 30938 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51180 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 40667 members 
Mstep: Class 12 contains 50659 members 
Mstep: Class 13 contains 49367 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48739 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42209 members 
Mstep: Class 22 contains 49697 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 50095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162384.000000 Penalty: 82516.046875
Iteration 340F: 26 clusters Score -1.101624e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 48037 members 
Mstep: Class 4 contains 49723 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49258 members 
Mstep: Class 7 contains 30934 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51171 members 
Mstep: Class 10 contains 3773 members 
Mstep: Class 11 contains 40633 members 
Mstep: Class 12 contains 50696 members 
Mstep: Class 13 contains 49397 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48729 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42233 members 
Mstep: Class 22 contains 49706 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2577 members 
Mstep: Class 25 contains 50125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162416.000000 Penalty: 82516.046875
Iteration 341Q: 26 clusters Score -1.101624e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 48023 members 
Mstep: Class 4 contains 49670 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49223 members 
Mstep: Class 7 contains 30935 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51167 members 
Mstep: Class 10 contains 3773 members 
Mstep: Class 11 contains 40598 members 
Mstep: Class 12 contains 50719 members 
Mstep: Class 13 contains 49470 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48696 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42272 members 
Mstep: Class 22 contains 49705 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2558 members 
Mstep: Class 25 contains 50171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162216.000000 Penalty: 82516.046875
Iteration 342Q: 26 clusters Score -1.101622e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47986 members 
Mstep: Class 4 contains 49622 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49196 members 
Mstep: Class 7 contains 30934 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51158 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 40556 members 
Mstep: Class 12 contains 50754 members 
Mstep: Class 13 contains 49532 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48668 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42328 members 
Mstep: Class 22 contains 49716 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2547 members 
Mstep: Class 25 contains 50207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162280.000000 Penalty: 82516.046875
Iteration 343Q: 26 clusters Score -1.101623e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47961 members 
Mstep: Class 4 contains 49570 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49183 members 
Mstep: Class 7 contains 30925 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51156 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 40537 members 
Mstep: Class 12 contains 50783 members 
Mstep: Class 13 contains 49562 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48654 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42390 members 
Mstep: Class 22 contains 49728 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 50217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162224.000000 Penalty: 82516.046875
Iteration 344Q: 26 clusters Score -1.101622e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47967 members 
Mstep: Class 4 contains 49483 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49225 members 
Mstep: Class 7 contains 30917 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51155 members 
Mstep: Class 10 contains 3768 members 
Mstep: Class 11 contains 40511 members 
Mstep: Class 12 contains 50803 members 
Mstep: Class 13 contains 49548 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 48665 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42431 members 
Mstep: Class 22 contains 49734 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2525 members 
Mstep: Class 25 contains 50232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162440.000000 Penalty: 82516.046875
Iteration 345Q: 26 clusters Score -1.101624e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47963 members 
Mstep: Class 4 contains 49385 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49270 members 
Mstep: Class 7 contains 30923 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51150 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 40488 members 
Mstep: Class 12 contains 50821 members 
Mstep: Class 13 contains 49526 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48671 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42484 members 
Mstep: Class 22 contains 49738 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 50249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162648.000000 Penalty: 82516.046875
Iteration 346Q: 26 clusters Score -1.101626e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47956 members 
Mstep: Class 4 contains 49418 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 49310 members 
Mstep: Class 7 contains 30920 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51145 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 40450 members 
Mstep: Class 12 contains 50845 members 
Mstep: Class 13 contains 49447 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48688 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42465 members 
Mstep: Class 22 contains 49758 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2506 members 
Mstep: Class 25 contains 50257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162752.000000 Penalty: 82516.046875
Iteration 347Q: 26 clusters Score -1.101628e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47960 members 
Mstep: Class 4 contains 49459 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49319 members 
Mstep: Class 7 contains 30921 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51127 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 40434 members 
Mstep: Class 12 contains 50842 members 
Mstep: Class 13 contains 49362 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48675 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42482 members 
Mstep: Class 22 contains 49784 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2497 members 
Mstep: Class 25 contains 50289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162464.000000 Penalty: 82516.046875
Iteration 348Q: 26 clusters Score -1.101625e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47964 members 
Mstep: Class 4 contains 49498 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49312 members 
Mstep: Class 7 contains 30912 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51125 members 
Mstep: Class 10 contains 3766 members 
Mstep: Class 11 contains 40421 members 
Mstep: Class 12 contains 50854 members 
Mstep: Class 13 contains 49318 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48650 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42501 members 
Mstep: Class 22 contains 49771 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2496 members 
Mstep: Class 25 contains 50327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162504.000000 Penalty: 82516.046875
Iteration 349Q: 26 clusters Score -1.101625e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47968 members 
Mstep: Class 4 contains 49519 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49254 members 
Mstep: Class 7 contains 30903 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51132 members 
Mstep: Class 10 contains 3768 members 
Mstep: Class 11 contains 40406 members 
Mstep: Class 12 contains 50861 members 
Mstep: Class 13 contains 49315 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48636 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42512 members 
Mstep: Class 22 contains 49752 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 50394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162280.000000 Penalty: 82516.046875
Iteration 350Q: 26 clusters Score -1.101623e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47956 members 
Mstep: Class 4 contains 49612 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49161 members 
Mstep: Class 7 contains 30894 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51141 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 40397 members 
Mstep: Class 12 contains 50864 members 
Mstep: Class 13 contains 49323 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48622 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42528 members 
Mstep: Class 22 contains 49757 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 50401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162464.000000 Penalty: 82516.046875
Iteration 351Q: 26 clusters Score -1.101625e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47939 members 
Mstep: Class 4 contains 49664 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49084 members 
Mstep: Class 7 contains 30880 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51145 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 11 contains 40388 members 
Mstep: Class 12 contains 50865 members 
Mstep: Class 13 contains 49397 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48588 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42504 members 
Mstep: Class 22 contains 49748 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 50434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162632.000000 Penalty: 82516.046875
Iteration 352Q: 26 clusters Score -1.101626e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47947 members 
Mstep: Class 4 contains 49648 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49037 members 
Mstep: Class 7 contains 30867 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51137 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 40369 members 
Mstep: Class 12 contains 50862 members 
Mstep: Class 13 contains 49455 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48579 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42498 members 
Mstep: Class 22 contains 49725 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 50479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162816.000000 Penalty: 82516.046875
Iteration 353Q: 26 clusters Score -1.101628e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47960 members 
Mstep: Class 4 contains 49703 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 30851 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51120 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 40354 members 
Mstep: Class 12 contains 50891 members 
Mstep: Class 13 contains 49455 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48577 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42464 members 
Mstep: Class 22 contains 49712 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 50489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162704.000000 Penalty: 82516.046875
Iteration 354Q: 26 clusters Score -1.101627e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47944 members 
Mstep: Class 4 contains 49760 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48972 members 
Mstep: Class 7 contains 30849 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51102 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 40340 members 
Mstep: Class 12 contains 50928 members 
Mstep: Class 13 contains 49478 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48570 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42438 members 
Mstep: Class 22 contains 49725 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 50453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162704.000000 Penalty: 82516.046875
Iteration 355Q: 26 clusters Score -1.101627e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47938 members 
Mstep: Class 4 contains 49798 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48977 members 
Mstep: Class 7 contains 30837 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51103 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 40326 members 
Mstep: Class 12 contains 50952 members 
Mstep: Class 13 contains 49497 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48580 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42427 members 
Mstep: Class 22 contains 49698 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 50391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162696.000000 Penalty: 82516.046875
Iteration 356Q: 26 clusters Score -1.101627e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47931 members 
Mstep: Class 4 contains 49867 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49013 members 
Mstep: Class 7 contains 30816 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51109 members 
Mstep: Class 10 contains 3757 members 
Mstep: Class 11 contains 40323 members 
Mstep: Class 12 contains 50953 members 
Mstep: Class 13 contains 49500 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48590 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42409 members 
Mstep: Class 22 contains 49695 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2472 members 
Mstep: Class 25 contains 50310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162776.000000 Penalty: 82516.046875
Iteration 357Q: 26 clusters Score -1.101628e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47922 members 
Mstep: Class 4 contains 49954 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48969 members 
Mstep: Class 7 contains 30803 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51097 members 
Mstep: Class 10 contains 3757 members 
Mstep: Class 11 contains 40322 members 
Mstep: Class 12 contains 50963 members 
Mstep: Class 13 contains 49511 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48598 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42389 members 
Mstep: Class 22 contains 49689 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2470 members 
Mstep: Class 25 contains 50274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162848.000000 Penalty: 82516.046875
Iteration 358Q: 26 clusters Score -1.101628e+08 nChanged 1244
Entering ConstructFrom: 
Score: -110162848.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (28094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Entering Unmasked Estep 
Score: -5238086.500000 Penalty: 2540.341064
	Iteration 0F: 2 clusters Score -5238086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -5218647.500000 Penalty: 5080.682129
	Iteration 0F: 3 clusters Score -5218648 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -5225715.500000 Penalty: 5080.682129
	Iteration 1F: 3 clusters Score -5225716 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -5226073.000000 Penalty: 5080.682129
	Iteration 2Q: 3 clusters Score -5226073 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -5226365.500000 Penalty: 5080.682129
	Iteration 3Q: 3 clusters Score -5226366 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -5226623.500000 Penalty: 5080.682129
	Iteration 4Q: 3 clusters Score -5226624 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -5226917.000000 Penalty: 5080.682129
	Iteration 5Q: 3 clusters Score -5226917 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -5227194.000000 Penalty: 5080.682129
	Iteration 6Q: 3 clusters Score -5227194 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -5227571.500000 Penalty: 5080.682129
	Iteration 7Q: 3 clusters Score -5227572 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -5228085.500000 Penalty: 5080.682129
	Iteration 8Q: 3 clusters Score -5228086 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -5228836.000000 Penalty: 5080.682129
	Iteration 9Q: 3 clusters Score -5228836 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -5229941.500000 Penalty: 5080.682129
	Iteration 10F: 3 clusters Score -5229942 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -5231340.000000 Penalty: 5080.682129
	Iteration 11F: 3 clusters Score -5231340 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5232832.500000 Penalty: 5080.682129
	Iteration 12F: 3 clusters Score -5232832 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5234077.000000 Penalty: 5080.682129
	Iteration 13Q: 3 clusters Score -5234077 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5234884.000000 Penalty: 5080.682129
	Iteration 14Q: 3 clusters Score -5234884 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5235289.000000 Penalty: 5080.682129
	Iteration 15Q: 3 clusters Score -5235289 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5235514.500000 Penalty: 5080.682129
	Iteration 16Q: 3 clusters Score -5235514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5235676.500000 Penalty: 5080.682129
	Iteration 17Q: 3 clusters Score -5235676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5235748.000000 Penalty: 5080.682129
	Iteration 18Q: 3 clusters Score -5235748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5235791.000000 Penalty: 5080.682129
	Iteration 19Q: 3 clusters Score -5235791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5235812.000000 Penalty: 5080.682129
	Iteration 20F: 3 clusters Score -5235812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5235830.000000 Penalty: 5080.682129
	Iteration 21Q: 3 clusters Score -5235830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5235841.000000 Penalty: 5080.682129
	Iteration 22Q: 3 clusters Score -5235841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5235847.500000 Penalty: 5080.682129
	Iteration 23Q: 3 clusters Score -5235848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5235867.000000 Penalty: 5080.682129
	Iteration 24Q: 3 clusters Score -5235867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5235868.500000 Penalty: 5080.682129
	Iteration 25Q: 3 clusters Score -5235868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5235869.000000 Penalty: 5080.682129
	Iteration 26Q: 3 clusters Score -5235869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5235874.000000 Penalty: 5080.682129
	Iteration 27Q: 3 clusters Score -5235874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5235875.500000 Penalty: 5080.682129
	Iteration 28Q: 3 clusters Score -5235876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5235882.000000 Penalty: 5080.682129
	Iteration 29Q: 3 clusters Score -5235882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5235877.500000 Penalty: 5080.682129
	Iteration 30Q: 3 clusters Score -5235878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5235878.500000 Penalty: 5080.682129
	Iteration 31Q: 3 clusters Score -5235878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5235883.500000 Penalty: 5080.682129
	Iteration 32Q: 3 clusters Score -5235884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5235887.500000 Penalty: 5080.682129
	Iteration 33Q: 3 clusters Score -5235888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5235886.000000 Penalty: 5080.682129
	Iteration 34Q: 3 clusters Score -5235886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5235886.000000 Penalty: 5080.682129
	Iteration 35F: 3 clusters Score -5235886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -81933.460938 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -81933.46 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 184 members 
Entering Unmasked Estep 
Score: -80644.195312 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -80644.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -80869.460938 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -80869.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -81031.789062 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -81031.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81128.468750 Penalty: 2950.225586
	Iteration 3F: 3 clusters Score -81128.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -81155.187500 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -81155.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81187.328125 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -81187.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81187.328125 Penalty: 2950.225586
	Iteration 6F: 3 clusters Score -81187.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Entering Unmasked Estep 
Score: -8876865.000000 Penalty: 2672.679443
	Iteration 0F: 2 clusters Score -8876865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -8845082.000000 Penalty: 5345.358887
	Iteration 0F: 3 clusters Score -8845082 nChanged 22045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -8857498.000000 Penalty: 5345.358887
	Iteration 1F: 3 clusters Score -8857498 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -8858270.000000 Penalty: 5345.358887
	Iteration 2Q: 3 clusters Score -8858270 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -8859203.000000 Penalty: 5345.358887
	Iteration 3Q: 3 clusters Score -8859203 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -8860400.000000 Penalty: 5345.358887
	Iteration 4Q: 3 clusters Score -8860400 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -8861763.000000 Penalty: 5345.358887
	Iteration 5Q: 3 clusters Score -8861763 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -8863343.000000 Penalty: 5345.358887
	Iteration 6F: 3 clusters Score -8863343 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -8865051.000000 Penalty: 5345.358887
	Iteration 7F: 3 clusters Score -8865051 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -8866636.000000 Penalty: 5345.358887
	Iteration 8F: 3 clusters Score -8866636 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -8868068.000000 Penalty: 5345.358887
	Iteration 9Q: 3 clusters Score -8868068 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -8869237.000000 Penalty: 5345.358887
	Iteration 10Q: 3 clusters Score -8869237 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -8870020.000000 Penalty: 5345.358887
	Iteration 11Q: 3 clusters Score -8870020 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -8870618.000000 Penalty: 5345.358887
	Iteration 12Q: 3 clusters Score -8870618 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -8871065.000000 Penalty: 5345.358887
	Iteration 13Q: 3 clusters Score -8871065 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -8871378.000000 Penalty: 5345.358887
	Iteration 14Q: 3 clusters Score -8871378 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -8871641.000000 Penalty: 5345.358887
	Iteration 15Q: 3 clusters Score -8871641 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -8871995.000000 Penalty: 5345.358887
	Iteration 16Q: 3 clusters Score -8871995 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -8872251.000000 Penalty: 5345.358887
	Iteration 17Q: 3 clusters Score -8872251 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -8872460.000000 Penalty: 5345.358887
	Iteration 18Q: 3 clusters Score -8872460 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -8872692.000000 Penalty: 5345.358887
	Iteration 19Q: 3 clusters Score -8872692 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -8872891.000000 Penalty: 5345.358887
	Iteration 20F: 3 clusters Score -8872891 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -8873093.000000 Penalty: 5345.358887
	Iteration 21Q: 3 clusters Score -8873093 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8873319.000000 Penalty: 5345.358887
	Iteration 22Q: 3 clusters Score -8873319 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -8873543.000000 Penalty: 5345.358887
	Iteration 23Q: 3 clusters Score -8873543 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8873756.000000 Penalty: 5345.358887
	Iteration 24Q: 3 clusters Score -8873756 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -8873939.000000 Penalty: 5345.358887
	Iteration 25Q: 3 clusters Score -8873939 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8874073.000000 Penalty: 5345.358887
	Iteration 26Q: 3 clusters Score -8874073 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -8874217.000000 Penalty: 5345.358887
	Iteration 27Q: 3 clusters Score -8874217 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -8874357.000000 Penalty: 5345.358887
	Iteration 28Q: 3 clusters Score -8874357 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -8874414.000000 Penalty: 5345.358887
	Iteration 29Q: 3 clusters Score -8874414 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -8874456.000000 Penalty: 5345.358887
	Iteration 30Q: 3 clusters Score -8874456 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -8874490.000000 Penalty: 5345.358887
	Iteration 31Q: 3 clusters Score -8874490 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -8874531.000000 Penalty: 5345.358887
	Iteration 32Q: 3 clusters Score -8874531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -8874558.000000 Penalty: 5345.358887
	Iteration 33Q: 3 clusters Score -8874558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -8874582.000000 Penalty: 5345.358887
	Iteration 34Q: 3 clusters Score -8874582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -8874586.000000 Penalty: 5345.358887
	Iteration 35Q: 3 clusters Score -8874586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -8874610.000000 Penalty: 5345.358887
	Iteration 36Q: 3 clusters Score -8874610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -8874634.000000 Penalty: 5345.358887
	Iteration 37Q: 3 clusters Score -8874634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -8874648.000000 Penalty: 5345.358887
	Iteration 38Q: 3 clusters Score -8874648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -8874653.000000 Penalty: 5345.358887
	Iteration 39Q: 3 clusters Score -8874653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -8874673.000000 Penalty: 5345.358887
	Iteration 40F: 3 clusters Score -8874673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -8874680.000000 Penalty: 5345.358887
	Iteration 41Q: 3 clusters Score -8874680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -8874690.000000 Penalty: 5345.358887
	Iteration 42Q: 3 clusters Score -8874690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8874693.000000 Penalty: 5345.358887
	Iteration 43Q: 3 clusters Score -8874693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -8874709.000000 Penalty: 5345.358887
	Iteration 44Q: 3 clusters Score -8874709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -8874719.000000 Penalty: 5345.358887
	Iteration 45Q: 3 clusters Score -8874719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -8874718.000000 Penalty: 5345.358887
	Iteration 46Q: 3 clusters Score -8874718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -8874716.000000 Penalty: 5345.358887
	Iteration 47Q: 3 clusters Score -8874716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -8874714.000000 Penalty: 5345.358887
	Iteration 48Q: 3 clusters Score -8874714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -8874715.000000 Penalty: 5345.358887
	Iteration 49Q: 3 clusters Score -8874715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -8874722.000000 Penalty: 5345.358887
	Iteration 50Q: 3 clusters Score -8874722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -8874719.000000 Penalty: 5345.358887
	Iteration 51Q: 3 clusters Score -8874719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -8874716.000000 Penalty: 5345.358887
	Iteration 52Q: 3 clusters Score -8874716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -8874716.000000 Penalty: 5345.358887
	Iteration 53Q: 3 clusters Score -8874716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -8874720.000000 Penalty: 5345.358887
	Iteration 54Q: 3 clusters Score -8874720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -8874726.000000 Penalty: 5345.358887
	Iteration 55Q: 3 clusters Score -8874726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -8874719.000000 Penalty: 5345.358887
	Iteration 56Q: 3 clusters Score -8874719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -8874730.000000 Penalty: 5345.358887
	Iteration 57Q: 3 clusters Score -8874730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -8874733.000000 Penalty: 5345.358887
	Iteration 58Q: 3 clusters Score -8874733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -8874734.000000 Penalty: 5345.358887
	Iteration 59Q: 3 clusters Score -8874734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -8874752.000000 Penalty: 5345.358887
	Iteration 60F: 3 clusters Score -8874752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -8874753.000000 Penalty: 5345.358887
	Iteration 61Q: 3 clusters Score -8874753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -8874757.000000 Penalty: 5345.358887
	Iteration 62Q: 3 clusters Score -8874757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -8874749.000000 Penalty: 5345.358887
	Iteration 63Q: 3 clusters Score -8874749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -8874748.000000 Penalty: 5345.358887
	Iteration 64Q: 3 clusters Score -8874748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -8874743.000000 Penalty: 5345.358887
	Iteration 65Q: 3 clusters Score -8874743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -8874747.000000 Penalty: 5345.358887
	Iteration 66Q: 3 clusters Score -8874747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -8874747.000000 Penalty: 5345.358887
	Iteration 67F: 3 clusters Score -8874747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Entering Unmasked Estep 
Score: -9350897.000000 Penalty: 2683.443848
	Iteration 0F: 2 clusters Score -9350897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -9319278.000000 Penalty: 5366.887695
	Iteration 0F: 3 clusters Score -9319278 nChanged 23119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -9332076.000000 Penalty: 5366.887695
	Iteration 1F: 3 clusters Score -9332076 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -9332687.000000 Penalty: 5366.887695
	Iteration 2Q: 3 clusters Score -9332687 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -9333511.000000 Penalty: 5366.887695
	Iteration 3Q: 3 clusters Score -9333511 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -9334693.000000 Penalty: 5366.887695
	Iteration 4Q: 3 clusters Score -9334693 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -9336355.000000 Penalty: 5366.887695
	Iteration 5F: 3 clusters Score -9336355 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -9338910.000000 Penalty: 5366.887695
	Iteration 6F: 3 clusters Score -9338910 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -9341982.000000 Penalty: 5366.887695
	Iteration 7F: 3 clusters Score -9341982 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -9344787.000000 Penalty: 5366.887695
	Iteration 8F: 3 clusters Score -9344787 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -9346440.000000 Penalty: 5366.887695
	Iteration 9Q: 3 clusters Score -9346440 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -9347495.000000 Penalty: 5366.887695
	Iteration 10Q: 3 clusters Score -9347495 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -9348093.000000 Penalty: 5366.887695
	Iteration 11Q: 3 clusters Score -9348093 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -9348396.000000 Penalty: 5366.887695
	Iteration 12Q: 3 clusters Score -9348396 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -9348483.000000 Penalty: 5366.887695
	Iteration 13Q: 3 clusters Score -9348483 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -9348546.000000 Penalty: 5366.887695
	Iteration 14Q: 3 clusters Score -9348546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -9348554.000000 Penalty: 5366.887695
	Iteration 15Q: 3 clusters Score -9348554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -9348585.000000 Penalty: 5366.887695
	Iteration 16Q: 3 clusters Score -9348585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -9348591.000000 Penalty: 5366.887695
	Iteration 17Q: 3 clusters Score -9348591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -9348599.000000 Penalty: 5366.887695
	Iteration 18Q: 3 clusters Score -9348599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -9348602.000000 Penalty: 5366.887695
	Iteration 19Q: 3 clusters Score -9348602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -9348606.000000 Penalty: 5366.887695
	Iteration 20F: 3 clusters Score -9348606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -9348615.000000 Penalty: 5366.887695
	Iteration 21Q: 3 clusters Score -9348615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -9348617.000000 Penalty: 5366.887695
	Iteration 22Q: 3 clusters Score -9348617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -9348612.000000 Penalty: 5366.887695
	Iteration 23Q: 3 clusters Score -9348612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -9348612.000000 Penalty: 5366.887695
	Iteration 24F: 3 clusters Score -9348612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -422595.281250 Penalty: 1936.564819
	Iteration 0F: 2 clusters Score -422595.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -419669.125000 Penalty: 3873.129639
	Iteration 0F: 3 clusters Score -419669.1 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -420315.781250 Penalty: 3873.129639
	Iteration 1F: 3 clusters Score -420315.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -420573.093750 Penalty: 3873.129639
	Iteration 2F: 3 clusters Score -420573.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -420708.906250 Penalty: 3873.129639
	Iteration 3F: 3 clusters Score -420708.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -420800.406250 Penalty: 3873.129639
	Iteration 4Q: 3 clusters Score -420800.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -420890.937500 Penalty: 3873.129639
	Iteration 5Q: 3 clusters Score -420890.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -420983.718750 Penalty: 3873.129639
	Iteration 6Q: 3 clusters Score -420983.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -421075.750000 Penalty: 3873.129639
	Iteration 7Q: 3 clusters Score -421075.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -421187.312500 Penalty: 3873.129639
	Iteration 8Q: 3 clusters Score -421187.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -421307.281250 Penalty: 3873.129639
	Iteration 9Q: 3 clusters Score -421307.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -421419.156250 Penalty: 3873.129639
	Iteration 10Q: 3 clusters Score -421419.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -421503.718750 Penalty: 3873.129639
	Iteration 11Q: 3 clusters Score -421503.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -421579.875000 Penalty: 3873.129639
	Iteration 12Q: 3 clusters Score -421579.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -421654.531250 Penalty: 3873.129639
	Iteration 13Q: 3 clusters Score -421654.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -421702.156250 Penalty: 3873.129639
	Iteration 14Q: 3 clusters Score -421702.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -421732.718750 Penalty: 3873.129639
	Iteration 15Q: 3 clusters Score -421732.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -421764.781250 Penalty: 3873.129639
	Iteration 16Q: 3 clusters Score -421764.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -421794.312500 Penalty: 3873.129639
	Iteration 17Q: 3 clusters Score -421794.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -421808.343750 Penalty: 3873.129639
	Iteration 18Q: 3 clusters Score -421808.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -421814.812500 Penalty: 3873.129639
	Iteration 19Q: 3 clusters Score -421814.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -421821.281250 Penalty: 3873.129639
	Iteration 20F: 3 clusters Score -421821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -421824.968750 Penalty: 3873.129639
	Iteration 21Q: 3 clusters Score -421825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -421827.562500 Penalty: 3873.129639
	Iteration 22Q: 3 clusters Score -421827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -421829.656250 Penalty: 3873.129639
	Iteration 23Q: 3 clusters Score -421829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -421832.437500 Penalty: 3873.129639
	Iteration 24Q: 3 clusters Score -421832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -421833.093750 Penalty: 3873.129639
	Iteration 25Q: 3 clusters Score -421833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -421833.375000 Penalty: 3873.129639
	Iteration 26Q: 3 clusters Score -421833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -421835.000000 Penalty: 3873.129639
	Iteration 27Q: 3 clusters Score -421835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -421835.031250 Penalty: 3873.129639
	Iteration 28Q: 3 clusters Score -421835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -421836.406250 Penalty: 3873.129639
	Iteration 29Q: 3 clusters Score -421836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -421837.031250 Penalty: 3873.129639
	Iteration 30Q: 3 clusters Score -421837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -421837.781250 Penalty: 3873.129639
	Iteration 31Q: 3 clusters Score -421837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -421837.968750 Penalty: 3873.129639
	Iteration 32Q: 3 clusters Score -421838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -421838.656250 Penalty: 3873.129639
	Iteration 33Q: 3 clusters Score -421838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -421838.937500 Penalty: 3873.129639
	Iteration 34Q: 3 clusters Score -421838.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -421838.937500 Penalty: 3873.129639
	Iteration 35F: 3 clusters Score -421838.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -9098510.000000 Penalty: 2677.924805
	Iteration 0F: 2 clusters Score -9098510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -9066600.000000 Penalty: 5355.849609
	Iteration 0F: 3 clusters Score -9066600 nChanged 22752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -9079290.000000 Penalty: 5355.849609
	Iteration 1F: 3 clusters Score -9079290 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -9079945.000000 Penalty: 5355.849609
	Iteration 2Q: 3 clusters Score -9079945 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -9080762.000000 Penalty: 5355.849609
	Iteration 3Q: 3 clusters Score -9080762 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -9081623.000000 Penalty: 5355.849609
	Iteration 4Q: 3 clusters Score -9081623 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -9082752.000000 Penalty: 5355.849609
	Iteration 5Q: 3 clusters Score -9082752 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -9084364.000000 Penalty: 5355.849609
	Iteration 6F: 3 clusters Score -9084364 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -9086745.000000 Penalty: 5355.849609
	Iteration 7F: 3 clusters Score -9086745 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -9089394.000000 Penalty: 5355.849609
	Iteration 8F: 3 clusters Score -9089394 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -9091335.000000 Penalty: 5355.849609
	Iteration 9F: 3 clusters Score -9091335 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -9092316.000000 Penalty: 5355.849609
	Iteration 10Q: 3 clusters Score -9092316 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -9092725.000000 Penalty: 5355.849609
	Iteration 11Q: 3 clusters Score -9092725 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -9093112.000000 Penalty: 5355.849609
	Iteration 12Q: 3 clusters Score -9093112 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -9093451.000000 Penalty: 5355.849609
	Iteration 13Q: 3 clusters Score -9093451 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -9093759.000000 Penalty: 5355.849609
	Iteration 14Q: 3 clusters Score -9093759 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -9093951.000000 Penalty: 5355.849609
	Iteration 15Q: 3 clusters Score -9093951 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -9094126.000000 Penalty: 5355.849609
	Iteration 16Q: 3 clusters Score -9094126 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -9094297.000000 Penalty: 5355.849609
	Iteration 17Q: 3 clusters Score -9094297 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -9094408.000000 Penalty: 5355.849609
	Iteration 18Q: 3 clusters Score -9094408 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -9094512.000000 Penalty: 5355.849609
	Iteration 19Q: 3 clusters Score -9094512 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -9094583.000000 Penalty: 5355.849609
	Iteration 20F: 3 clusters Score -9094583 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -9094689.000000 Penalty: 5355.849609
	Iteration 21Q: 3 clusters Score -9094689 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -9094745.000000 Penalty: 5355.849609
	Iteration 22Q: 3 clusters Score -9094745 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -9094773.000000 Penalty: 5355.849609
	Iteration 23Q: 3 clusters Score -9094773 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -9094867.000000 Penalty: 5355.849609
	Iteration 24Q: 3 clusters Score -9094867 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -9094927.000000 Penalty: 5355.849609
	Iteration 25Q: 3 clusters Score -9094927 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -9094955.000000 Penalty: 5355.849609
	Iteration 26Q: 3 clusters Score -9094955 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -9095011.000000 Penalty: 5355.849609
	Iteration 27Q: 3 clusters Score -9095011 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -9095093.000000 Penalty: 5355.849609
	Iteration 28Q: 3 clusters Score -9095093 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -9095107.000000 Penalty: 5355.849609
	Iteration 29Q: 3 clusters Score -9095107 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -9095157.000000 Penalty: 5355.849609
	Iteration 30Q: 3 clusters Score -9095157 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -9095204.000000 Penalty: 5355.849609
	Iteration 31Q: 3 clusters Score -9095204 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -9095225.000000 Penalty: 5355.849609
	Iteration 32Q: 3 clusters Score -9095225 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -9095226.000000 Penalty: 5355.849609
	Iteration 33Q: 3 clusters Score -9095226 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -9095267.000000 Penalty: 5355.849609
	Iteration 34Q: 3 clusters Score -9095267 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -9095309.000000 Penalty: 5355.849609
	Iteration 35Q: 3 clusters Score -9095309 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -9095310.000000 Penalty: 5355.849609
	Iteration 36Q: 3 clusters Score -9095310 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -9095299.000000 Penalty: 5355.849609
	Iteration 37Q: 3 clusters Score -9095299 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9095334 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9095348 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9095377 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9095394 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9095408 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9095450 nChanged 93
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Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9095437 nChanged 83
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Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9095457 nChanged 84
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Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9095493 nChanged 73
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Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9095527 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9095549 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9095539 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9095535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9095541 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9095542 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9095559 nChanged 74
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Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9095561 nChanged 83
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Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9095561 nChanged 83
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Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9095560 nChanged 76
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Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9095560 nChanged 74
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Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9095568 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9095598 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9095636 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9095628 nChanged 104
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Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9095628 nChanged 104
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Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9095668 nChanged 114
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Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9095692 nChanged 120
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Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9095698 nChanged 115
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Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9095711 nChanged 126
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Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9095746 nChanged 126
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Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9095780 nChanged 115
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Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9095792 nChanged 115
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Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9095840 nChanged 101
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Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9095845 nChanged 91
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Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9095856 nChanged 96
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Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9095881 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40269 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9095894 nChanged 84
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Mstep: Class 1 contains 40353 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9095920 nChanged 88
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Mstep: Class 1 contains 40439 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9095948 nChanged 93
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Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9095974 nChanged 90
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Mstep: Class 1 contains 40622 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9095998 nChanged 100
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Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -9096021.000000 Penalty: 5355.849609
	Iteration 80F: 3 clusters Score -9096021 nChanged 93
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Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9096027 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9096027 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9096031 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9096060 nChanged 62
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Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9096074 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9096068 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9096071 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41364 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9096079 nChanged 115
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Mstep: Class 1 contains 41479 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9096090 nChanged 106
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Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9096115 nChanged 97
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Mstep: Class 1 contains 41682 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9096125 nChanged 92
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Mstep: Class 1 contains 41774 members 
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Entering Unmasked Estep 
Score: -9096159.000000 Penalty: 5355.849609
	Iteration 92Q: 3 clusters Score -9096159 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41863 members 
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Entering Unmasked Estep 
Score: -9096135.000000 Penalty: 5355.849609
	Iteration 93Q: 3 clusters Score -9096135 nChanged 87
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Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9096162 nChanged 68
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Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9096163 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42085 members 
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Entering Unmasked Estep 
Score: -9096161.000000 Penalty: 5355.849609
	Iteration 96Q: 3 clusters Score -9096161 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -9096177.000000 Penalty: 5355.849609
	Iteration 97Q: 3 clusters Score -9096177 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9096209 nChanged 50
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Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 6680 members 
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	Iteration 99Q: 3 clusters Score -9096225 nChanged 50
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Mstep: Class 1 contains 42297 members 
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Entering Unmasked Estep 
Score: -9096237.000000 Penalty: 5355.849609
	Iteration 100F: 3 clusters Score -9096237 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9096252 nChanged 45
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Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9096253 nChanged 58
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9096247 nChanged 42
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	Iteration 104Q: 3 clusters Score -9096255 nChanged 44
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Mstep: Class 1 contains 42531 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9096265 nChanged 43
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	Iteration 106Q: 3 clusters Score -9096259 nChanged 48
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9096260 nChanged 49
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9096277 nChanged 46
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Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9096292 nChanged 40
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	Iteration 110Q: 3 clusters Score -9096299 nChanged 45
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9096311 nChanged 52
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	Iteration 112Q: 3 clusters Score -9096326 nChanged 50
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	Iteration 113Q: 3 clusters Score -9096314 nChanged 48
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	Iteration 114Q: 3 clusters Score -9096345 nChanged 39
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	Iteration 115Q: 3 clusters Score -9096353 nChanged 43
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	Iteration 116Q: 3 clusters Score -9096357 nChanged 40
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	Iteration 117Q: 3 clusters Score -9096374 nChanged 45
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	Iteration 118Q: 3 clusters Score -9096375 nChanged 46
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9096395 nChanged 43
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Entering Unmasked Estep 
Score: -9096403.000000 Penalty: 5355.849609
	Iteration 120F: 3 clusters Score -9096403 nChanged 38
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Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9096413 nChanged 43
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9096422 nChanged 52
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9096433 nChanged 65
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Mstep: Class 1 contains 43394 members 
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	Iteration 124Q: 3 clusters Score -9096410 nChanged 65
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9096418 nChanged 52
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9096435 nChanged 44
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Mstep: Class 2 contains 5376 members 
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	Iteration 127Q: 3 clusters Score -9096434 nChanged 41
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	Iteration 128Q: 3 clusters Score -9096450 nChanged 38
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	Iteration 129Q: 3 clusters Score -9096458 nChanged 42
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	Iteration 130Q: 3 clusters Score -9096463 nChanged 40
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Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9096475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -9096469.000000 Penalty: 5355.849609
	Iteration 132Q: 3 clusters Score -9096469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -9096476.000000 Penalty: 5355.849609
	Iteration 133Q: 3 clusters Score -9096476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -9096488.000000 Penalty: 5355.849609
	Iteration 134Q: 3 clusters Score -9096488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -9096490.000000 Penalty: 5355.849609
	Iteration 135Q: 3 clusters Score -9096490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -9096489.000000 Penalty: 5355.849609
	Iteration 136Q: 3 clusters Score -9096489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -9096483.000000 Penalty: 5355.849609
	Iteration 137Q: 3 clusters Score -9096483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -9096483.000000 Penalty: 5355.849609
	Iteration 138Q: 3 clusters Score -9096483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -9096471.000000 Penalty: 5355.849609
	Iteration 139Q: 3 clusters Score -9096471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -9096474.000000 Penalty: 5355.849609
	Iteration 140F: 3 clusters Score -9096474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -9096481.000000 Penalty: 5355.849609
	Iteration 141Q: 3 clusters Score -9096481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -9096488.000000 Penalty: 5355.849609
	Iteration 142Q: 3 clusters Score -9096488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -9096484.000000 Penalty: 5355.849609
	Iteration 143Q: 3 clusters Score -9096484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -9096503.000000 Penalty: 5355.849609
	Iteration 144Q: 3 clusters Score -9096503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -9096499.000000 Penalty: 5355.849609
	Iteration 145Q: 3 clusters Score -9096499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -9096528.000000 Penalty: 5355.849609
	Iteration 146Q: 3 clusters Score -9096528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -9096529.000000 Penalty: 5355.849609
	Iteration 147Q: 3 clusters Score -9096529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -9096542.000000 Penalty: 5355.849609
	Iteration 148Q: 3 clusters Score -9096542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -9096560.000000 Penalty: 5355.849609
	Iteration 149Q: 3 clusters Score -9096560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -9096565.000000 Penalty: 5355.849609
	Iteration 150Q: 3 clusters Score -9096565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -9096581.000000 Penalty: 5355.849609
	Iteration 151Q: 3 clusters Score -9096581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -9096580.000000 Penalty: 5355.849609
	Iteration 152Q: 3 clusters Score -9096580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -9096601.000000 Penalty: 5355.849609
	Iteration 153Q: 3 clusters Score -9096601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -9096602.000000 Penalty: 5355.849609
	Iteration 154Q: 3 clusters Score -9096602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -9096623.000000 Penalty: 5355.849609
	Iteration 155Q: 3 clusters Score -9096623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -9096617.000000 Penalty: 5355.849609
	Iteration 156Q: 3 clusters Score -9096617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -9096638.000000 Penalty: 5355.849609
	Iteration 157Q: 3 clusters Score -9096638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -9096650.000000 Penalty: 5355.849609
	Iteration 158Q: 3 clusters Score -9096650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -9096655.000000 Penalty: 5355.849609
	Iteration 159Q: 3 clusters Score -9096655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -9096659.000000 Penalty: 5355.849609
	Iteration 160F: 3 clusters Score -9096659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9096662.000000 Penalty: 5355.849609
	Iteration 161Q: 3 clusters Score -9096662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -9096675.000000 Penalty: 5355.849609
	Iteration 162Q: 3 clusters Score -9096675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -9096672.000000 Penalty: 5355.849609
	Iteration 163Q: 3 clusters Score -9096672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9096671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -9096677.000000 Penalty: 5355.849609
	Iteration 165Q: 3 clusters Score -9096677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9096672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -9096679.000000 Penalty: 5355.849609
	Iteration 167Q: 3 clusters Score -9096679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -9096678.000000 Penalty: 5355.849609
	Iteration 168Q: 3 clusters Score -9096678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -9096668.000000 Penalty: 5355.849609
	Iteration 169Q: 3 clusters Score -9096668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -9096669.000000 Penalty: 5355.849609
	Iteration 170Q: 3 clusters Score -9096669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -9096669.000000 Penalty: 5355.849609
	Iteration 171Q: 3 clusters Score -9096669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9096672.000000 Penalty: 5355.849609
	Iteration 172Q: 3 clusters Score -9096672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -9096674.000000 Penalty: 5355.849609
	Iteration 173Q: 3 clusters Score -9096674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -9096678.000000 Penalty: 5355.849609
	Iteration 174Q: 3 clusters Score -9096678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -9096682.000000 Penalty: 5355.849609
	Iteration 175Q: 3 clusters Score -9096682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -9096678.000000 Penalty: 5355.849609
	Iteration 176Q: 3 clusters Score -9096678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -9096689.000000 Penalty: 5355.849609
	Iteration 177Q: 3 clusters Score -9096689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -9096677.000000 Penalty: 5355.849609
	Iteration 178Q: 3 clusters Score -9096677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -9096673.000000 Penalty: 5355.849609
	Iteration 179Q: 3 clusters Score -9096673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -9096673.000000 Penalty: 5355.849609
	Iteration 180F: 3 clusters Score -9096673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -9096675.000000 Penalty: 5355.849609
	Iteration 181Q: 3 clusters Score -9096675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -9096682.000000 Penalty: 5355.849609
	Iteration 182Q: 3 clusters Score -9096682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -9096686.000000 Penalty: 5355.849609
	Iteration 183Q: 3 clusters Score -9096686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -9096671.000000 Penalty: 5355.849609
	Iteration 184Q: 3 clusters Score -9096671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -9096681.000000 Penalty: 5355.849609
	Iteration 185Q: 3 clusters Score -9096681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9096682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9096683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -9096692.000000 Penalty: 5355.849609
	Iteration 188Q: 3 clusters Score -9096692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9096682 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -9096689.000000 Penalty: 5355.849609
	Iteration 190Q: 3 clusters Score -9096689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -9096687.000000 Penalty: 5355.849609
	Iteration 191Q: 3 clusters Score -9096687 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9096681 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 3505 members 
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	Iteration 193Q: 3 clusters Score -9096684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -9096680.000000 Penalty: 5355.849609
	Iteration 194Q: 3 clusters Score -9096680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -9096691.000000 Penalty: 5355.849609
	Iteration 195Q: 3 clusters Score -9096691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -9096699.000000 Penalty: 5355.849609
	Iteration 196Q: 3 clusters Score -9096699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -9096711.000000 Penalty: 5355.849609
	Iteration 197Q: 3 clusters Score -9096711 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -9096724.000000 Penalty: 5355.849609
	Iteration 198Q: 3 clusters Score -9096724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -9096719.000000 Penalty: 5355.849609
	Iteration 199Q: 3 clusters Score -9096719 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -9096710.000000 Penalty: 5355.849609
	Iteration 200F: 3 clusters Score -9096710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -9096707.000000 Penalty: 5355.849609
	Iteration 201Q: 3 clusters Score -9096707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -9096719.000000 Penalty: 5355.849609
	Iteration 202Q: 3 clusters Score -9096719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -9096733.000000 Penalty: 5355.849609
	Iteration 203Q: 3 clusters Score -9096733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -9096722.000000 Penalty: 5355.849609
	Iteration 204Q: 3 clusters Score -9096722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -9096736.000000 Penalty: 5355.849609
	Iteration 205Q: 3 clusters Score -9096736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9096734.000000 Penalty: 5355.849609
	Iteration 206Q: 3 clusters Score -9096734 nChanged 29
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Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -9096744.000000 Penalty: 5355.849609
	Iteration 207Q: 3 clusters Score -9096744 nChanged 40
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Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -9096755.000000 Penalty: 5355.849609
	Iteration 208Q: 3 clusters Score -9096755 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45731 members 
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Entering Unmasked Estep 
Score: -9096748.000000 Penalty: 5355.849609
	Iteration 209Q: 3 clusters Score -9096748 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9096750 nChanged 46
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Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 3115 members 
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	Iteration 211Q: 3 clusters Score -9096750 nChanged 55
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Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9096755 nChanged 58
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Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -9096782.000000 Penalty: 5355.849609
	Iteration 213Q: 3 clusters Score -9096782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -9096770.000000 Penalty: 5355.849609
	Iteration 214Q: 3 clusters Score -9096770 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -9096771.000000 Penalty: 5355.849609
	Iteration 215Q: 3 clusters Score -9096771 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9096780 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -9096800.000000 Penalty: 5355.849609
	Iteration 217Q: 3 clusters Score -9096800 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -9096787.000000 Penalty: 5355.849609
	Iteration 218Q: 3 clusters Score -9096787 nChanged 42
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Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 2702 members 
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	Iteration 219Q: 3 clusters Score -9096781 nChanged 34
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Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -9096794.000000 Penalty: 5355.849609
	Iteration 220F: 3 clusters Score -9096794 nChanged 33
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Mstep: Class 2 contains 2635 members 
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	Iteration 221Q: 3 clusters Score -9096795 nChanged 36
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Mstep: Class 1 contains 46326 members 
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Entering Unmasked Estep 
Score: -9096818.000000 Penalty: 5355.849609
	Iteration 222Q: 3 clusters Score -9096818 nChanged 42
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Mstep: Class 1 contains 46366 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9096818 nChanged 47
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Mstep: Class 1 contains 46413 members 
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Score: -9096820.000000 Penalty: 5355.849609
	Iteration 224Q: 3 clusters Score -9096820 nChanged 52
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Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -9096821.000000 Penalty: 5355.849609
	Iteration 225Q: 3 clusters Score -9096821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9096829.000000 Penalty: 5355.849609
	Iteration 226Q: 3 clusters Score -9096829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9096850.000000 Penalty: 5355.849609
	Iteration 227Q: 3 clusters Score -9096850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -9096863.000000 Penalty: 5355.849609
	Iteration 228Q: 3 clusters Score -9096863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -9096850.000000 Penalty: 5355.849609
	Iteration 229Q: 3 clusters Score -9096850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -9096844.000000 Penalty: 5355.849609
	Iteration 230Q: 3 clusters Score -9096844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9096829.000000 Penalty: 5355.849609
	Iteration 231Q: 3 clusters Score -9096829 nChanged 56
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: -9096830.000000 Penalty: 5355.849609
	Iteration 232Q: 3 clusters Score -9096830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9096826.000000 Penalty: 5355.849609
	Iteration 233Q: 3 clusters Score -9096826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9096834.000000 Penalty: 5355.849609
	Iteration 234Q: 3 clusters Score -9096834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -9096845.000000 Penalty: 5355.849609
	Iteration 235Q: 3 clusters Score -9096845 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9096851.000000 Penalty: 5355.849609
	Iteration 236Q: 3 clusters Score -9096851 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9096848.000000 Penalty: 5355.849609
	Iteration 237Q: 3 clusters Score -9096848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9096836.000000 Penalty: 5355.849609
	Iteration 238Q: 3 clusters Score -9096836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -9096819.000000 Penalty: 5355.849609
	Iteration 239Q: 3 clusters Score -9096819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9096829.000000 Penalty: 5355.849609
	Iteration 240F: 3 clusters Score -9096829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9096827.000000 Penalty: 5355.849609
	Iteration 241Q: 3 clusters Score -9096827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9096830.000000 Penalty: 5355.849609
	Iteration 242Q: 3 clusters Score -9096830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9096821.000000 Penalty: 5355.849609
	Iteration 243Q: 3 clusters Score -9096821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9096826.000000 Penalty: 5355.849609
	Iteration 244Q: 3 clusters Score -9096826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -9096806.000000 Penalty: 5355.849609
	Iteration 245Q: 3 clusters Score -9096806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9096789.000000 Penalty: 5355.849609
	Iteration 246Q: 3 clusters Score -9096789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9096772.000000 Penalty: 5355.849609
	Iteration 247Q: 3 clusters Score -9096772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9096781.000000 Penalty: 5355.849609
	Iteration 248Q: 3 clusters Score -9096781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9096790.000000 Penalty: 5355.849609
	Iteration 249Q: 3 clusters Score -9096790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9096772.000000 Penalty: 5355.849609
	Iteration 250Q: 3 clusters Score -9096772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9096789.000000 Penalty: 5355.849609
	Iteration 251Q: 3 clusters Score -9096789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9096767.000000 Penalty: 5355.849609
	Iteration 252Q: 3 clusters Score -9096767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9096768.000000 Penalty: 5355.849609
	Iteration 253Q: 3 clusters Score -9096768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9096776.000000 Penalty: 5355.849609
	Iteration 254Q: 3 clusters Score -9096776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9096765.000000 Penalty: 5355.849609
	Iteration 255Q: 3 clusters Score -9096765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9096769.000000 Penalty: 5355.849609
	Iteration 256Q: 3 clusters Score -9096769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9096754.000000 Penalty: 5355.849609
	Iteration 257Q: 3 clusters Score -9096754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9096766.000000 Penalty: 5355.849609
	Iteration 258Q: 3 clusters Score -9096766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9096757.000000 Penalty: 5355.849609
	Iteration 259Q: 3 clusters Score -9096757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9096752.000000 Penalty: 5355.849609
	Iteration 260F: 3 clusters Score -9096752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9096748.000000 Penalty: 5355.849609
	Iteration 261Q: 3 clusters Score -9096748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9096760.000000 Penalty: 5355.849609
	Iteration 262Q: 3 clusters Score -9096760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9096755.000000 Penalty: 5355.849609
	Iteration 263Q: 3 clusters Score -9096755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9096745.000000 Penalty: 5355.849609
	Iteration 264Q: 3 clusters Score -9096745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9096756.000000 Penalty: 5355.849609
	Iteration 265Q: 3 clusters Score -9096756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9096730.000000 Penalty: 5355.849609
	Iteration 266Q: 3 clusters Score -9096730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9096748.000000 Penalty: 5355.849609
	Iteration 267Q: 3 clusters Score -9096748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9096753.000000 Penalty: 5355.849609
	Iteration 268Q: 3 clusters Score -9096753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9096755.000000 Penalty: 5355.849609
	Iteration 269Q: 3 clusters Score -9096755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9096758.000000 Penalty: 5355.849609
	Iteration 270Q: 3 clusters Score -9096758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9096755.000000 Penalty: 5355.849609
	Iteration 271Q: 3 clusters Score -9096755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9096748.000000 Penalty: 5355.849609
	Iteration 272Q: 3 clusters Score -9096748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9096746.000000 Penalty: 5355.849609
	Iteration 273Q: 3 clusters Score -9096746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9096739.000000 Penalty: 5355.849609
	Iteration 274Q: 3 clusters Score -9096739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9096744.000000 Penalty: 5355.849609
	Iteration 275Q: 3 clusters Score -9096744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9096743.000000 Penalty: 5355.849609
	Iteration 276Q: 3 clusters Score -9096743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9096736.000000 Penalty: 5355.849609
	Iteration 277Q: 3 clusters Score -9096736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9096730.000000 Penalty: 5355.849609
	Iteration 278Q: 3 clusters Score -9096730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9096734.000000 Penalty: 5355.849609
	Iteration 279Q: 3 clusters Score -9096734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9096725.000000 Penalty: 5355.849609
	Iteration 280F: 3 clusters Score -9096725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9096726.000000 Penalty: 5355.849609
	Iteration 281Q: 3 clusters Score -9096726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9096712.000000 Penalty: 5355.849609
	Iteration 282Q: 3 clusters Score -9096712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9096716.000000 Penalty: 5355.849609
	Iteration 283Q: 3 clusters Score -9096716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9096707.000000 Penalty: 5355.849609
	Iteration 284Q: 3 clusters Score -9096707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9096728.000000 Penalty: 5355.849609
	Iteration 285Q: 3 clusters Score -9096728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9096722.000000 Penalty: 5355.849609
	Iteration 286Q: 3 clusters Score -9096722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9096720.000000 Penalty: 5355.849609
	Iteration 287Q: 3 clusters Score -9096720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9096710.000000 Penalty: 5355.849609
	Iteration 288Q: 3 clusters Score -9096710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9096715.000000 Penalty: 5355.849609
	Iteration 289Q: 3 clusters Score -9096715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9096711.000000 Penalty: 5355.849609
	Iteration 290Q: 3 clusters Score -9096711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9096710.000000 Penalty: 5355.849609
	Iteration 291Q: 3 clusters Score -9096710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9096711.000000 Penalty: 5355.849609
	Iteration 292Q: 3 clusters Score -9096711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9096712.000000 Penalty: 5355.849609
	Iteration 293Q: 3 clusters Score -9096712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9096718.000000 Penalty: 5355.849609
	Iteration 294Q: 3 clusters Score -9096718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9096716.000000 Penalty: 5355.849609
	Iteration 295Q: 3 clusters Score -9096716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9096698.000000 Penalty: 5355.849609
	Iteration 296Q: 3 clusters Score -9096698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9096693.000000 Penalty: 5355.849609
	Iteration 297Q: 3 clusters Score -9096693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9096693.000000 Penalty: 5355.849609
	Iteration 298F: 3 clusters Score -9096693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Entering Unmasked Estep 
Score: -5550914.500000 Penalty: 2563.122803
	Iteration 0F: 2 clusters Score -5550914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -5529696.500000 Penalty: 5126.245605
	Iteration 0F: 3 clusters Score -5529696 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5537336.500000 Penalty: 5126.245605
	Iteration 1F: 3 clusters Score -5537336 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -5537890.500000 Penalty: 5126.245605
	Iteration 2Q: 3 clusters Score -5537890 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -5538461.500000 Penalty: 5126.245605
	Iteration 3Q: 3 clusters Score -5538462 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -5539002.000000 Penalty: 5126.245605
	Iteration 4Q: 3 clusters Score -5539002 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -5539535.000000 Penalty: 5126.245605
	Iteration 5Q: 3 clusters Score -5539535 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5540049.500000 Penalty: 5126.245605
	Iteration 6Q: 3 clusters Score -5540050 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -5540581.500000 Penalty: 5126.245605
	Iteration 7Q: 3 clusters Score -5540582 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -5541198.000000 Penalty: 5126.245605
	Iteration 8Q: 3 clusters Score -5541198 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -5541983.000000 Penalty: 5126.245605
	Iteration 9Q: 3 clusters Score -5541983 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -5542929.500000 Penalty: 5126.245605
	Iteration 10Q: 3 clusters Score -5542930 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -5544034.500000 Penalty: 5126.245605
	Iteration 11F: 3 clusters Score -5544034 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -5545221.000000 Penalty: 5126.245605
	Iteration 12Q: 3 clusters Score -5545221 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -5546240.000000 Penalty: 5126.245605
	Iteration 13Q: 3 clusters Score -5546240 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -5546974.000000 Penalty: 5126.245605
	Iteration 14Q: 3 clusters Score -5546974 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -5547495.500000 Penalty: 5126.245605
	Iteration 15Q: 3 clusters Score -5547496 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -5547875.000000 Penalty: 5126.245605
	Iteration 16Q: 3 clusters Score -5547875 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -5548108.500000 Penalty: 5126.245605
	Iteration 17Q: 3 clusters Score -5548108 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -5548315.500000 Penalty: 5126.245605
	Iteration 18Q: 3 clusters Score -5548316 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -5548504.000000 Penalty: 5126.245605
	Iteration 19Q: 3 clusters Score -5548504 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -5548621.000000 Penalty: 5126.245605
	Iteration 20F: 3 clusters Score -5548621 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -5548686.500000 Penalty: 5126.245605
	Iteration 21Q: 3 clusters Score -5548686 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5548740.000000 Penalty: 5126.245605
	Iteration 22Q: 3 clusters Score -5548740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -5548775.500000 Penalty: 5126.245605
	Iteration 23Q: 3 clusters Score -5548776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -5548804.500000 Penalty: 5126.245605
	Iteration 24Q: 3 clusters Score -5548804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -5548816.000000 Penalty: 5126.245605
	Iteration 25Q: 3 clusters Score -5548816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -5548826.500000 Penalty: 5126.245605
	Iteration 26Q: 3 clusters Score -5548826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -5548836.500000 Penalty: 5126.245605
	Iteration 27Q: 3 clusters Score -5548836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -5548837.500000 Penalty: 5126.245605
	Iteration 28Q: 3 clusters Score -5548838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -5548856.500000 Penalty: 5126.245605
	Iteration 29Q: 3 clusters Score -5548856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -5548861.500000 Penalty: 5126.245605
	Iteration 30Q: 3 clusters Score -5548862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -5548866.500000 Penalty: 5126.245605
	Iteration 31Q: 3 clusters Score -5548866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -5548861.500000 Penalty: 5126.245605
	Iteration 32Q: 3 clusters Score -5548862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -5548869.000000 Penalty: 5126.245605
	Iteration 33Q: 3 clusters Score -5548869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -5548873.000000 Penalty: 5126.245605
	Iteration 34Q: 3 clusters Score -5548873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5548877.000000 Penalty: 5126.245605
	Iteration 35Q: 3 clusters Score -5548877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -5548880.500000 Penalty: 5126.245605
	Iteration 36Q: 3 clusters Score -5548880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -5548876.500000 Penalty: 5126.245605
	Iteration 37Q: 3 clusters Score -5548876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -5548877.000000 Penalty: 5126.245605
	Iteration 38Q: 3 clusters Score -5548877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -5548877.000000 Penalty: 5126.245605
	Iteration 39F: 3 clusters Score -5548877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -180904.609375 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -180904.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -178968.968750 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -178969 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -179425.000000 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -179425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -179625.812500 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -179625.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -179784.421875 Penalty: 3498.578369
	Iteration 3F: 3 clusters Score -179784.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -179893.906250 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -179893.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -180006.156250 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -180006.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -180052.812500 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -180052.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -180101.453125 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -180101.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -180168.640625 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -180168.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -180219.578125 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -180219.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -180237.484375 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -180237.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -180255.750000 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -180255.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -180277.546875 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -180277.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -180290.312500 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -180290.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -180301.765625 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -180301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -180320.859375 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -180320.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -180338.171875 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -180338.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -180344.843750 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -180344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -180346.328125 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -180346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -180347.703125 Penalty: 3498.578369
	Iteration 19F: 3 clusters Score -180347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -180358.484375 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -180358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180366.828125 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -180366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -180396.140625 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -180396.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -180426.140625 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -180426.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -180439.812500 Penalty: 3498.578369
	Iteration 24Q: 3 clusters Score -180439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -180454.109375 Penalty: 3498.578369
	Iteration 25Q: 3 clusters Score -180454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -180465.109375 Penalty: 3498.578369
	Iteration 26Q: 3 clusters Score -180465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -180485.781250 Penalty: 3498.578369
	Iteration 27Q: 3 clusters Score -180485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -180497.187500 Penalty: 3498.578369
	Iteration 28Q: 3 clusters Score -180497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -180500.375000 Penalty: 3498.578369
	Iteration 29Q: 3 clusters Score -180500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -180501.468750 Penalty: 3498.578369
	Iteration 30Q: 3 clusters Score -180501.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -180501.468750 Penalty: 3498.578369
	Iteration 31F: 3 clusters Score -180501.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Entering Unmasked Estep 
Score: -9398224.000000 Penalty: 2688.633789
	Iteration 0F: 2 clusters Score -9398224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -9364980.000000 Penalty: 5377.267578
	Iteration 0F: 3 clusters Score -9364980 nChanged 23541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -9377859.000000 Penalty: 5377.267578
	Iteration 1F: 3 clusters Score -9377859 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -9378408.000000 Penalty: 5377.267578
	Iteration 2Q: 3 clusters Score -9378408 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -9379089.000000 Penalty: 5377.267578
	Iteration 3Q: 3 clusters Score -9379089 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -9379850.000000 Penalty: 5377.267578
	Iteration 4Q: 3 clusters Score -9379850 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -9380898.000000 Penalty: 5377.267578
	Iteration 5Q: 3 clusters Score -9380898 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -9382609.000000 Penalty: 5377.267578
	Iteration 6F: 3 clusters Score -9382609 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -9384910.000000 Penalty: 5377.267578
	Iteration 7F: 3 clusters Score -9384910 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -9387838.000000 Penalty: 5377.267578
	Iteration 8F: 3 clusters Score -9387838 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -9390684.000000 Penalty: 5377.267578
	Iteration 9F: 3 clusters Score -9390684 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -9393075.000000 Penalty: 5377.267578
	Iteration 10Q: 3 clusters Score -9393075 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -9394499.000000 Penalty: 5377.267578
	Iteration 11Q: 3 clusters Score -9394499 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -9395244.000000 Penalty: 5377.267578
	Iteration 12Q: 3 clusters Score -9395244 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -9395686.000000 Penalty: 5377.267578
	Iteration 13Q: 3 clusters Score -9395686 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -9395892.000000 Penalty: 5377.267578
	Iteration 14Q: 3 clusters Score -9395892 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -9396024.000000 Penalty: 5377.267578
	Iteration 15Q: 3 clusters Score -9396024 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -9396088.000000 Penalty: 5377.267578
	Iteration 16Q: 3 clusters Score -9396088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -9396123.000000 Penalty: 5377.267578
	Iteration 17Q: 3 clusters Score -9396123 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -9396157.000000 Penalty: 5377.267578
	Iteration 18Q: 3 clusters Score -9396157 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -9396180.000000 Penalty: 5377.267578
	Iteration 19Q: 3 clusters Score -9396180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -9396202.000000 Penalty: 5377.267578
	Iteration 20F: 3 clusters Score -9396202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -9396214.000000 Penalty: 5377.267578
	Iteration 21Q: 3 clusters Score -9396214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -9396206.000000 Penalty: 5377.267578
	Iteration 22Q: 3 clusters Score -9396206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -9396213.000000 Penalty: 5377.267578
	Iteration 23Q: 3 clusters Score -9396213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -9396219.000000 Penalty: 5377.267578
	Iteration 24Q: 3 clusters Score -9396219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -9396222.000000 Penalty: 5377.267578
	Iteration 25Q: 3 clusters Score -9396222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -9396231.000000 Penalty: 5377.267578
	Iteration 26Q: 3 clusters Score -9396231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -9396230.000000 Penalty: 5377.267578
	Iteration 27Q: 3 clusters Score -9396230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -9396230.000000 Penalty: 5377.267578
	Iteration 28F: 3 clusters Score -9396230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -696016.687500 Penalty: 2041.249146
	Iteration 0F: 2 clusters Score -696016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -692285.812500 Penalty: 4082.498291
	Iteration 0F: 3 clusters Score -692285.8 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -693276.875000 Penalty: 4082.498291
	Iteration 1F: 3 clusters Score -693276.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -693561.562500 Penalty: 4082.498291
	Iteration 2F: 3 clusters Score -693561.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -693749.000000 Penalty: 4082.498291
	Iteration 3F: 3 clusters Score -693749 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -693884.250000 Penalty: 4082.498291
	Iteration 4Q: 3 clusters Score -693884.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -693993.500000 Penalty: 4082.498291
	Iteration 5Q: 3 clusters Score -693993.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -694090.812500 Penalty: 4082.498291
	Iteration 6Q: 3 clusters Score -694090.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -694190.062500 Penalty: 4082.498291
	Iteration 7Q: 3 clusters Score -694190.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -694264.250000 Penalty: 4082.498291
	Iteration 8Q: 3 clusters Score -694264.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -694326.062500 Penalty: 4082.498291
	Iteration 9Q: 3 clusters Score -694326.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -694390.625000 Penalty: 4082.498291
	Iteration 10Q: 3 clusters Score -694390.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -694435.500000 Penalty: 4082.498291
	Iteration 11Q: 3 clusters Score -694435.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -694478.562500 Penalty: 4082.498291
	Iteration 12Q: 3 clusters Score -694478.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -694512.937500 Penalty: 4082.498291
	Iteration 13Q: 3 clusters Score -694512.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -694530.687500 Penalty: 4082.498291
	Iteration 14Q: 3 clusters Score -694530.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -694541.125000 Penalty: 4082.498291
	Iteration 15Q: 3 clusters Score -694541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -694550.625000 Penalty: 4082.498291
	Iteration 16Q: 3 clusters Score -694550.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -694557.937500 Penalty: 4082.498291
	Iteration 17Q: 3 clusters Score -694557.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -694567.375000 Penalty: 4082.498291
	Iteration 18Q: 3 clusters Score -694567.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -694575.187500 Penalty: 4082.498291
	Iteration 19Q: 3 clusters Score -694575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -694577.812500 Penalty: 4082.498291
	Iteration 20F: 3 clusters Score -694577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -694580.625000 Penalty: 4082.498291
	Iteration 21Q: 3 clusters Score -694580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -694580.625000 Penalty: 4082.498291
	Iteration 22Q: 3 clusters Score -694580.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -694580.625000 Penalty: 4082.498291
	Iteration 23F: 3 clusters Score -694580.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Entering Unmasked Estep 
Score: -7504009.500000 Penalty: 2629.935303
	Iteration 0F: 2 clusters Score -7504010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -7476973.000000 Penalty: 5259.870605
	Iteration 0F: 3 clusters Score -7476973 nChanged 18510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7487186.500000 Penalty: 5259.870605
	Iteration 1F: 3 clusters Score -7487186 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -7487636.000000 Penalty: 5259.870605
	Iteration 2Q: 3 clusters Score -7487636 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -7488127.500000 Penalty: 5259.870605
	Iteration 3Q: 3 clusters Score -7488128 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -7488655.500000 Penalty: 5259.870605
	Iteration 4Q: 3 clusters Score -7488656 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -7489315.500000 Penalty: 5259.870605
	Iteration 5Q: 3 clusters Score -7489316 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -7490220.500000 Penalty: 5259.870605
	Iteration 6Q: 3 clusters Score -7490220 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -7491410.500000 Penalty: 5259.870605
	Iteration 7Q: 3 clusters Score -7491410 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -7492871.000000 Penalty: 5259.870605
	Iteration 8F: 3 clusters Score -7492871 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -7494766.500000 Penalty: 5259.870605
	Iteration 9F: 3 clusters Score -7494766 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -7496927.500000 Penalty: 5259.870605
	Iteration 10F: 3 clusters Score -7496928 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -7498542.500000 Penalty: 5259.870605
	Iteration 11F: 3 clusters Score -7498542 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -7499395.000000 Penalty: 5259.870605
	Iteration 12Q: 3 clusters Score -7499395 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -7499895.500000 Penalty: 5259.870605
	Iteration 13Q: 3 clusters Score -7499896 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -7500291.000000 Penalty: 5259.870605
	Iteration 14Q: 3 clusters Score -7500291 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -7500684.000000 Penalty: 5259.870605
	Iteration 15Q: 3 clusters Score -7500684 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -7501072.500000 Penalty: 5259.870605
	Iteration 16Q: 3 clusters Score -7501072 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -7501421.000000 Penalty: 5259.870605
	Iteration 17Q: 3 clusters Score -7501421 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -7501758.000000 Penalty: 5259.870605
	Iteration 18Q: 3 clusters Score -7501758 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -7501968.000000 Penalty: 5259.870605
	Iteration 19Q: 3 clusters Score -7501968 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -7502119.000000 Penalty: 5259.870605
	Iteration 20F: 3 clusters Score -7502119 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -7502223.500000 Penalty: 5259.870605
	Iteration 21Q: 3 clusters Score -7502224 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -7502331.500000 Penalty: 5259.870605
	Iteration 22Q: 3 clusters Score -7502332 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -7502408.000000 Penalty: 5259.870605
	Iteration 23Q: 3 clusters Score -7502408 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -7502500.500000 Penalty: 5259.870605
	Iteration 24Q: 3 clusters Score -7502500 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -7502566.000000 Penalty: 5259.870605
	Iteration 25Q: 3 clusters Score -7502566 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -7502610.500000 Penalty: 5259.870605
	Iteration 26Q: 3 clusters Score -7502610 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -7502648.000000 Penalty: 5259.870605
	Iteration 27Q: 3 clusters Score -7502648 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -7502678.500000 Penalty: 5259.870605
	Iteration 28Q: 3 clusters Score -7502678 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -7502721.000000 Penalty: 5259.870605
	Iteration 29Q: 3 clusters Score -7502721 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -7502748.000000 Penalty: 5259.870605
	Iteration 30Q: 3 clusters Score -7502748 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -7502783.000000 Penalty: 5259.870605
	Iteration 31Q: 3 clusters Score -7502783 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -7502792.500000 Penalty: 5259.870605
	Iteration 32Q: 3 clusters Score -7502792 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -7502802.500000 Penalty: 5259.870605
	Iteration 33Q: 3 clusters Score -7502802 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -7502856.000000 Penalty: 5259.870605
	Iteration 34Q: 3 clusters Score -7502856 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -7502912.500000 Penalty: 5259.870605
	Iteration 35Q: 3 clusters Score -7502912 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -7502944.500000 Penalty: 5259.870605
	Iteration 36Q: 3 clusters Score -7502944 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -7502933.500000 Penalty: 5259.870605
	Iteration 37Q: 3 clusters Score -7502934 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -7502949.500000 Penalty: 5259.870605
	Iteration 38Q: 3 clusters Score -7502950 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -7502957.000000 Penalty: 5259.870605
	Iteration 39Q: 3 clusters Score -7502957 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -7502961.500000 Penalty: 5259.870605
	Iteration 40F: 3 clusters Score -7502962 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -7502963.000000 Penalty: 5259.870605
	Iteration 41Q: 3 clusters Score -7502963 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -7502981.500000 Penalty: 5259.870605
	Iteration 42Q: 3 clusters Score -7502982 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -7502980.000000 Penalty: 5259.870605
	Iteration 43Q: 3 clusters Score -7502980 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -7502978.500000 Penalty: 5259.870605
	Iteration 44Q: 3 clusters Score -7502978 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7502998.500000 Penalty: 5259.870605
	Iteration 45Q: 3 clusters Score -7502998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -7502989.500000 Penalty: 5259.870605
	Iteration 46Q: 3 clusters Score -7502990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -7502995.000000 Penalty: 5259.870605
	Iteration 47Q: 3 clusters Score -7502995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -7503009.000000 Penalty: 5259.870605
	Iteration 48Q: 3 clusters Score -7503009 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -7503023.000000 Penalty: 5259.870605
	Iteration 49Q: 3 clusters Score -7503023 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -7503058.000000 Penalty: 5259.870605
	Iteration 50Q: 3 clusters Score -7503058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -7503047.500000 Penalty: 5259.870605
	Iteration 51Q: 3 clusters Score -7503048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -7503051.500000 Penalty: 5259.870605
	Iteration 52Q: 3 clusters Score -7503052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -7503054.000000 Penalty: 5259.870605
	Iteration 53Q: 3 clusters Score -7503054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -7503040.000000 Penalty: 5259.870605
	Iteration 54Q: 3 clusters Score -7503040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -7503041.000000 Penalty: 5259.870605
	Iteration 55Q: 3 clusters Score -7503041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7503043.000000 Penalty: 5259.870605
	Iteration 56Q: 3 clusters Score -7503043 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -7503057.000000 Penalty: 5259.870605
	Iteration 57Q: 3 clusters Score -7503057 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -7503047.500000 Penalty: 5259.870605
	Iteration 58Q: 3 clusters Score -7503048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -7503029.000000 Penalty: 5259.870605
	Iteration 59Q: 3 clusters Score -7503029 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -7503028.000000 Penalty: 5259.870605
	Iteration 60F: 3 clusters Score -7503028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -7503034.000000 Penalty: 5259.870605
	Iteration 61Q: 3 clusters Score -7503034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -7503040.000000 Penalty: 5259.870605
	Iteration 62Q: 3 clusters Score -7503040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -7503046.000000 Penalty: 5259.870605
	Iteration 63Q: 3 clusters Score -7503046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -7503034.500000 Penalty: 5259.870605
	Iteration 64Q: 3 clusters Score -7503034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -7503041.500000 Penalty: 5259.870605
	Iteration 65Q: 3 clusters Score -7503042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -7503024.500000 Penalty: 5259.870605
	Iteration 66Q: 3 clusters Score -7503024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -7503024.500000 Penalty: 5259.870605
	Iteration 67Q: 3 clusters Score -7503024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -7503029.500000 Penalty: 5259.870605
	Iteration 68Q: 3 clusters Score -7503030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -7503031.000000 Penalty: 5259.870605
	Iteration 69Q: 3 clusters Score -7503031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -7503025.500000 Penalty: 5259.870605
	Iteration 70Q: 3 clusters Score -7503026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -7503032.000000 Penalty: 5259.870605
	Iteration 71Q: 3 clusters Score -7503032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -7503017.500000 Penalty: 5259.870605
	Iteration 72Q: 3 clusters Score -7503018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -7503016.000000 Penalty: 5259.870605
	Iteration 73Q: 3 clusters Score -7503016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -7503021.000000 Penalty: 5259.870605
	Iteration 74Q: 3 clusters Score -7503021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -7503023.500000 Penalty: 5259.870605
	Iteration 75Q: 3 clusters Score -7503024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -7503029.000000 Penalty: 5259.870605
	Iteration 76Q: 3 clusters Score -7503029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -7503020.000000 Penalty: 5259.870605
	Iteration 77Q: 3 clusters Score -7503020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -7503032.500000 Penalty: 5259.870605
	Iteration 78Q: 3 clusters Score -7503032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -7503032.500000 Penalty: 5259.870605
	Iteration 79Q: 3 clusters Score -7503032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -7503026.000000 Penalty: 5259.870605
	Iteration 80F: 3 clusters Score -7503026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -7503028.500000 Penalty: 5259.870605
	Iteration 81Q: 3 clusters Score -7503028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -7503028.500000 Penalty: 5259.870605
	Iteration 82Q: 3 clusters Score -7503028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -7503014.500000 Penalty: 5259.870605
	Iteration 83Q: 3 clusters Score -7503014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -7503015.500000 Penalty: 5259.870605
	Iteration 84Q: 3 clusters Score -7503016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -7503021.000000 Penalty: 5259.870605
	Iteration 85Q: 3 clusters Score -7503021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -7503026.500000 Penalty: 5259.870605
	Iteration 86Q: 3 clusters Score -7503026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -7503026.500000 Penalty: 5259.870605
	Iteration 87F: 3 clusters Score -7503026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Entering Unmasked Estep 
Score: -9536634.000000 Penalty: 2688.118652
	Iteration 0F: 2 clusters Score -9536634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -9505629.000000 Penalty: 5376.237305
	Iteration 0F: 3 clusters Score -9505629 nChanged 23501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -9518561.000000 Penalty: 5376.237305
	Iteration 1F: 3 clusters Score -9518561 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -9519260.000000 Penalty: 5376.237305
	Iteration 2Q: 3 clusters Score -9519260 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -9520080.000000 Penalty: 5376.237305
	Iteration 3Q: 3 clusters Score -9520080 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -9521020.000000 Penalty: 5376.237305
	Iteration 4Q: 3 clusters Score -9521020 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -9522334.000000 Penalty: 5376.237305
	Iteration 5F: 3 clusters Score -9522334 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -9524188.000000 Penalty: 5376.237305
	Iteration 6F: 3 clusters Score -9524188 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -9526483.000000 Penalty: 5376.237305
	Iteration 7F: 3 clusters Score -9526483 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -9529077.000000 Penalty: 5376.237305
	Iteration 8F: 3 clusters Score -9529077 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -9531438.000000 Penalty: 5376.237305
	Iteration 9F: 3 clusters Score -9531438 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -9533092.000000 Penalty: 5376.237305
	Iteration 10Q: 3 clusters Score -9533092 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -9533716.000000 Penalty: 5376.237305
	Iteration 11Q: 3 clusters Score -9533716 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -9534029.000000 Penalty: 5376.237305
	Iteration 12Q: 3 clusters Score -9534029 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -9534191.000000 Penalty: 5376.237305
	Iteration 13Q: 3 clusters Score -9534191 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -9534299.000000 Penalty: 5376.237305
	Iteration 14Q: 3 clusters Score -9534299 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -9534350.000000 Penalty: 5376.237305
	Iteration 15Q: 3 clusters Score -9534350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -9534379.000000 Penalty: 5376.237305
	Iteration 16Q: 3 clusters Score -9534379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -9534402.000000 Penalty: 5376.237305
	Iteration 17Q: 3 clusters Score -9534402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -9534409.000000 Penalty: 5376.237305
	Iteration 18Q: 3 clusters Score -9534409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -9534430.000000 Penalty: 5376.237305
	Iteration 19Q: 3 clusters Score -9534430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -9534433.000000 Penalty: 5376.237305
	Iteration 20F: 3 clusters Score -9534433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -9534427.000000 Penalty: 5376.237305
	Iteration 21Q: 3 clusters Score -9534427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -9534432.000000 Penalty: 5376.237305
	Iteration 22Q: 3 clusters Score -9534432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -9534438.000000 Penalty: 5376.237305
	Iteration 23Q: 3 clusters Score -9534438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -9534440.000000 Penalty: 5376.237305
	Iteration 24Q: 3 clusters Score -9534440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -9534448.000000 Penalty: 5376.237305
	Iteration 25Q: 3 clusters Score -9534448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -9534441.000000 Penalty: 5376.237305
	Iteration 26Q: 3 clusters Score -9534441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -9534446.000000 Penalty: 5376.237305
	Iteration 27Q: 3 clusters Score -9534446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9534448.000000 Penalty: 5376.237305
	Iteration 28Q: 3 clusters Score -9534448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9534448.000000 Penalty: 5376.237305
	Iteration 29Q: 3 clusters Score -9534448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -9534456.000000 Penalty: 5376.237305
	Iteration 30Q: 3 clusters Score -9534456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9534456.000000 Penalty: 5376.237305
	Iteration 31Q: 3 clusters Score -9534456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9534456.000000 Penalty: 5376.237305
	Iteration 32F: 3 clusters Score -9534456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Entering Unmasked Estep 
Score: -9281700.000000 Penalty: 2680.977783
	Iteration 0F: 2 clusters Score -9281700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -9250625.000000 Penalty: 5361.955566
	Iteration 0F: 3 clusters Score -9250625 nChanged 22980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -9263375.000000 Penalty: 5361.955566
	Iteration 1F: 3 clusters Score -9263375 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -9264055.000000 Penalty: 5361.955566
	Iteration 2Q: 3 clusters Score -9264055 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -9264837.000000 Penalty: 5361.955566
	Iteration 3Q: 3 clusters Score -9264837 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -9265841.000000 Penalty: 5361.955566
	Iteration 4Q: 3 clusters Score -9265841 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -9267236.000000 Penalty: 5361.955566
	Iteration 5F: 3 clusters Score -9267236 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -9269366.000000 Penalty: 5361.955566
	Iteration 6F: 3 clusters Score -9269366 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -9272073.000000 Penalty: 5361.955566
	Iteration 7F: 3 clusters Score -9272073 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -9274715.000000 Penalty: 5361.955566
	Iteration 8F: 3 clusters Score -9274715 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -9276745.000000 Penalty: 5361.955566
	Iteration 9Q: 3 clusters Score -9276745 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -9278128.000000 Penalty: 5361.955566
	Iteration 10Q: 3 clusters Score -9278128 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -9279184.000000 Penalty: 5361.955566
	Iteration 11Q: 3 clusters Score -9279184 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -9279801.000000 Penalty: 5361.955566
	Iteration 12Q: 3 clusters Score -9279801 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -9280144.000000 Penalty: 5361.955566
	Iteration 13Q: 3 clusters Score -9280144 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -9280323.000000 Penalty: 5361.955566
	Iteration 14Q: 3 clusters Score -9280323 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -9280459.000000 Penalty: 5361.955566
	Iteration 15Q: 3 clusters Score -9280459 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -9280571.000000 Penalty: 5361.955566
	Iteration 16Q: 3 clusters Score -9280571 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -9280590.000000 Penalty: 5361.955566
	Iteration 17Q: 3 clusters Score -9280590 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -9280651.000000 Penalty: 5361.955566
	Iteration 18Q: 3 clusters Score -9280651 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -9280707.000000 Penalty: 5361.955566
	Iteration 19Q: 3 clusters Score -9280707 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9280682.000000 Penalty: 5361.955566
	Iteration 20F: 3 clusters Score -9280682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9280679.000000 Penalty: 5361.955566
	Iteration 21Q: 3 clusters Score -9280679 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -9280697.000000 Penalty: 5361.955566
	Iteration 22Q: 3 clusters Score -9280697 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9280684.000000 Penalty: 5361.955566
	Iteration 23Q: 3 clusters Score -9280684 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -9280666.000000 Penalty: 5361.955566
	Iteration 24Q: 3 clusters Score -9280666 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9280658.000000 Penalty: 5361.955566
	Iteration 25Q: 3 clusters Score -9280658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9280642.000000 Penalty: 5361.955566
	Iteration 26Q: 3 clusters Score -9280642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9280640.000000 Penalty: 5361.955566
	Iteration 27Q: 3 clusters Score -9280640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9280613.000000 Penalty: 5361.955566
	Iteration 28Q: 3 clusters Score -9280613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9280627.000000 Penalty: 5361.955566
	Iteration 29Q: 3 clusters Score -9280627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9280631.000000 Penalty: 5361.955566
	Iteration 30Q: 3 clusters Score -9280631 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9280609.000000 Penalty: 5361.955566
	Iteration 31Q: 3 clusters Score -9280609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9280612.000000 Penalty: 5361.955566
	Iteration 32Q: 3 clusters Score -9280612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9280601.000000 Penalty: 5361.955566
	Iteration 33Q: 3 clusters Score -9280601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -9280584.000000 Penalty: 5361.955566
	Iteration 34Q: 3 clusters Score -9280584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9280566.000000 Penalty: 5361.955566
	Iteration 35Q: 3 clusters Score -9280566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9280555.000000 Penalty: 5361.955566
	Iteration 36Q: 3 clusters Score -9280555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9280556.000000 Penalty: 5361.955566
	Iteration 37Q: 3 clusters Score -9280556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9280540.000000 Penalty: 5361.955566
	Iteration 38Q: 3 clusters Score -9280540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9280533.000000 Penalty: 5361.955566
	Iteration 39Q: 3 clusters Score -9280533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9280531.000000 Penalty: 5361.955566
	Iteration 40F: 3 clusters Score -9280531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9280523.000000 Penalty: 5361.955566
	Iteration 41Q: 3 clusters Score -9280523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9280512.000000 Penalty: 5361.955566
	Iteration 42Q: 3 clusters Score -9280512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9280518.000000 Penalty: 5361.955566
	Iteration 43Q: 3 clusters Score -9280518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9280512.000000 Penalty: 5361.955566
	Iteration 44Q: 3 clusters Score -9280512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9280512.000000 Penalty: 5361.955566
	Iteration 45Q: 3 clusters Score -9280512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9280515.000000 Penalty: 5361.955566
	Iteration 46Q: 3 clusters Score -9280515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -9280509.000000 Penalty: 5361.955566
	Iteration 47Q: 3 clusters Score -9280509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9280508.000000 Penalty: 5361.955566
	Iteration 48Q: 3 clusters Score -9280508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9280514.000000 Penalty: 5361.955566
	Iteration 49Q: 3 clusters Score -9280514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9280510.000000 Penalty: 5361.955566
	Iteration 50Q: 3 clusters Score -9280510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -9280511.000000 Penalty: 5361.955566
	Iteration 51Q: 3 clusters Score -9280511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9280506.000000 Penalty: 5361.955566
	Iteration 52Q: 3 clusters Score -9280506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9280511.000000 Penalty: 5361.955566
	Iteration 53Q: 3 clusters Score -9280511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9280508.000000 Penalty: 5361.955566
	Iteration 54Q: 3 clusters Score -9280508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9280514.000000 Penalty: 5361.955566
	Iteration 55Q: 3 clusters Score -9280514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9280508.000000 Penalty: 5361.955566
	Iteration 56Q: 3 clusters Score -9280508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -9280511.000000 Penalty: 5361.955566
	Iteration 57Q: 3 clusters Score -9280511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9280516.000000 Penalty: 5361.955566
	Iteration 58Q: 3 clusters Score -9280516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9280501.000000 Penalty: 5361.955566
	Iteration 59Q: 3 clusters Score -9280501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -9280503.000000 Penalty: 5361.955566
	Iteration 60F: 3 clusters Score -9280503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9280493.000000 Penalty: 5361.955566
	Iteration 61Q: 3 clusters Score -9280493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9280495.000000 Penalty: 5361.955566
	Iteration 62Q: 3 clusters Score -9280495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9280501.000000 Penalty: 5361.955566
	Iteration 63Q: 3 clusters Score -9280501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9280501.000000 Penalty: 5361.955566
	Iteration 64Q: 3 clusters Score -9280501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9280501.000000 Penalty: 5361.955566
	Iteration 65Q: 3 clusters Score -9280501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -9280499.000000 Penalty: 5361.955566
	Iteration 66Q: 3 clusters Score -9280499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9280506.000000 Penalty: 5361.955566
	Iteration 67Q: 3 clusters Score -9280506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9280501.000000 Penalty: 5361.955566
	Iteration 68Q: 3 clusters Score -9280501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -9280505.000000 Penalty: 5361.955566
	Iteration 69Q: 3 clusters Score -9280505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9280500.000000 Penalty: 5361.955566
	Iteration 70Q: 3 clusters Score -9280500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -9280503.000000 Penalty: 5361.955566
	Iteration 71Q: 3 clusters Score -9280503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9280503.000000 Penalty: 5361.955566
	Iteration 72Q: 3 clusters Score -9280503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9280503.000000 Penalty: 5361.955566
	Iteration 73Q: 3 clusters Score -9280503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9280503.000000 Penalty: 5361.955566
	Iteration 74F: 3 clusters Score -9280503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -64401.664062 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -64401.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63078.328125 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -63078.33 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63264.312500 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -63264.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63334.718750 Penalty: 2959.208984
	Iteration 2Q: 3 clusters Score -63334.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63383.585938 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -63383.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -63417.316406 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -63417.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -63439.234375 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -63439.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63442.855469 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -63442.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63447.406250 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -63447.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63469.335938 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -63469.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63475.660156 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -63475.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63477.097656 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -63477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63478.609375 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -63478.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63479.632812 Penalty: 2959.208984
	Iteration 12Q: 3 clusters Score -63479.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63487.402344 Penalty: 2959.208984
	Iteration 13Q: 3 clusters Score -63487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63491.003906 Penalty: 2959.208984
	Iteration 14Q: 3 clusters Score -63491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63493.414062 Penalty: 2959.208984
	Iteration 15Q: 3 clusters Score -63493.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63495.121094 Penalty: 2959.208984
	Iteration 16Q: 3 clusters Score -63495.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63496.074219 Penalty: 2959.208984
	Iteration 17Q: 3 clusters Score -63496.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63496.074219 Penalty: 2959.208984
	Iteration 18F: 3 clusters Score -63496.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Entering Unmasked Estep 
Score: -8985411.000000 Penalty: 2676.185303
	Iteration 0F: 2 clusters Score -8985411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -8953278.000000 Penalty: 5352.370605
	Iteration 0F: 3 clusters Score -8953278 nChanged 22414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -8965570.000000 Penalty: 5352.370605
	Iteration 1F: 3 clusters Score -8965570 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -8966051.000000 Penalty: 5352.370605
	Iteration 2Q: 3 clusters Score -8966051 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -8966572.000000 Penalty: 5352.370605
	Iteration 3Q: 3 clusters Score -8966572 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -8966964.000000 Penalty: 5352.370605
	Iteration 4Q: 3 clusters Score -8966964 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -8967508.000000 Penalty: 5352.370605
	Iteration 5Q: 3 clusters Score -8967508 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -8968194.000000 Penalty: 5352.370605
	Iteration 6Q: 3 clusters Score -8968194 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -8968930.000000 Penalty: 5352.370605
	Iteration 7Q: 3 clusters Score -8968930 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -8969988.000000 Penalty: 5352.370605
	Iteration 8Q: 3 clusters Score -8969988 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -8971500.000000 Penalty: 5352.370605
	Iteration 9F: 3 clusters Score -8971500 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -8973515.000000 Penalty: 5352.370605
	Iteration 10F: 3 clusters Score -8973515 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -8975800.000000 Penalty: 5352.370605
	Iteration 11F: 3 clusters Score -8975800 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -8977859.000000 Penalty: 5352.370605
	Iteration 12F: 3 clusters Score -8977859 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -8979103.000000 Penalty: 5352.370605
	Iteration 13Q: 3 clusters Score -8979103 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -8979837.000000 Penalty: 5352.370605
	Iteration 14Q: 3 clusters Score -8979837 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -8980314.000000 Penalty: 5352.370605
	Iteration 15Q: 3 clusters Score -8980314 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -8980775.000000 Penalty: 5352.370605
	Iteration 16Q: 3 clusters Score -8980775 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -8981199.000000 Penalty: 5352.370605
	Iteration 17Q: 3 clusters Score -8981199 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -8981551.000000 Penalty: 5352.370605
	Iteration 18Q: 3 clusters Score -8981551 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -8981830.000000 Penalty: 5352.370605
	Iteration 19Q: 3 clusters Score -8981830 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -8982126.000000 Penalty: 5352.370605
	Iteration 20F: 3 clusters Score -8982126 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -8982320.000000 Penalty: 5352.370605
	Iteration 21Q: 3 clusters Score -8982320 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -8982472.000000 Penalty: 5352.370605
	Iteration 22Q: 3 clusters Score -8982472 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -8982656.000000 Penalty: 5352.370605
	Iteration 23Q: 3 clusters Score -8982656 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -8982740.000000 Penalty: 5352.370605
	Iteration 24Q: 3 clusters Score -8982740 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -8982860.000000 Penalty: 5352.370605
	Iteration 25Q: 3 clusters Score -8982860 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8982959.000000 Penalty: 5352.370605
	Iteration 26Q: 3 clusters Score -8982959 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -8983100.000000 Penalty: 5352.370605
	Iteration 27Q: 3 clusters Score -8983100 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -8983206.000000 Penalty: 5352.370605
	Iteration 28Q: 3 clusters Score -8983206 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -8983270.000000 Penalty: 5352.370605
	Iteration 29Q: 3 clusters Score -8983270 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -8983338.000000 Penalty: 5352.370605
	Iteration 30Q: 3 clusters Score -8983338 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -8983393.000000 Penalty: 5352.370605
	Iteration 31Q: 3 clusters Score -8983393 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8983496.000000 Penalty: 5352.370605
	Iteration 32Q: 3 clusters Score -8983496 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -8983557.000000 Penalty: 5352.370605
	Iteration 33Q: 3 clusters Score -8983557 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -8983628.000000 Penalty: 5352.370605
	Iteration 34Q: 3 clusters Score -8983628 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -8983652.000000 Penalty: 5352.370605
	Iteration 35Q: 3 clusters Score -8983652 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -8983682.000000 Penalty: 5352.370605
	Iteration 36Q: 3 clusters Score -8983682 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -8983691.000000 Penalty: 5352.370605
	Iteration 37Q: 3 clusters Score -8983691 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8983702.000000 Penalty: 5352.370605
	Iteration 38Q: 3 clusters Score -8983702 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8983763.000000 Penalty: 5352.370605
	Iteration 39Q: 3 clusters Score -8983763 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8983795.000000 Penalty: 5352.370605
	Iteration 40F: 3 clusters Score -8983795 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -8983829.000000 Penalty: 5352.370605
	Iteration 41Q: 3 clusters Score -8983829 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8983836.000000 Penalty: 5352.370605
	Iteration 42Q: 3 clusters Score -8983836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8983845.000000 Penalty: 5352.370605
	Iteration 43Q: 3 clusters Score -8983845 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8983840.000000 Penalty: 5352.370605
	Iteration 44Q: 3 clusters Score -8983840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8983855.000000 Penalty: 5352.370605
	Iteration 45Q: 3 clusters Score -8983855 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8983875.000000 Penalty: 5352.370605
	Iteration 46Q: 3 clusters Score -8983875 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8983874.000000 Penalty: 5352.370605
	Iteration 47Q: 3 clusters Score -8983874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8983872.000000 Penalty: 5352.370605
	Iteration 48Q: 3 clusters Score -8983872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8983877.000000 Penalty: 5352.370605
	Iteration 49Q: 3 clusters Score -8983877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8983890.000000 Penalty: 5352.370605
	Iteration 50Q: 3 clusters Score -8983890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8983889.000000 Penalty: 5352.370605
	Iteration 51Q: 3 clusters Score -8983889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8983892.000000 Penalty: 5352.370605
	Iteration 52Q: 3 clusters Score -8983892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8983908.000000 Penalty: 5352.370605
	Iteration 53Q: 3 clusters Score -8983908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8983912.000000 Penalty: 5352.370605
	Iteration 54Q: 3 clusters Score -8983912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8983910.000000 Penalty: 5352.370605
	Iteration 55Q: 3 clusters Score -8983910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8983894.000000 Penalty: 5352.370605
	Iteration 56Q: 3 clusters Score -8983894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8983892.000000 Penalty: 5352.370605
	Iteration 57Q: 3 clusters Score -8983892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8983894.000000 Penalty: 5352.370605
	Iteration 58Q: 3 clusters Score -8983894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8983899.000000 Penalty: 5352.370605
	Iteration 59Q: 3 clusters Score -8983899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8983905.000000 Penalty: 5352.370605
	Iteration 60F: 3 clusters Score -8983905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8983913.000000 Penalty: 5352.370605
	Iteration 61Q: 3 clusters Score -8983913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8983914.000000 Penalty: 5352.370605
	Iteration 62Q: 3 clusters Score -8983914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8983900.000000 Penalty: 5352.370605
	Iteration 63Q: 3 clusters Score -8983900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8983904.000000 Penalty: 5352.370605
	Iteration 64Q: 3 clusters Score -8983904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8983907.000000 Penalty: 5352.370605
	Iteration 65Q: 3 clusters Score -8983907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8983908.000000 Penalty: 5352.370605
	Iteration 66Q: 3 clusters Score -8983908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8983907.000000 Penalty: 5352.370605
	Iteration 67Q: 3 clusters Score -8983907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8983899.000000 Penalty: 5352.370605
	Iteration 68Q: 3 clusters Score -8983899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8983893.000000 Penalty: 5352.370605
	Iteration 69Q: 3 clusters Score -8983893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8983896.000000 Penalty: 5352.370605
	Iteration 70Q: 3 clusters Score -8983896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8983897.000000 Penalty: 5352.370605
	Iteration 71Q: 3 clusters Score -8983897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8983898.000000 Penalty: 5352.370605
	Iteration 72Q: 3 clusters Score -8983898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8983904.000000 Penalty: 5352.370605
	Iteration 73Q: 3 clusters Score -8983904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8983908.000000 Penalty: 5352.370605
	Iteration 74Q: 3 clusters Score -8983908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8983908.000000 Penalty: 5352.370605
	Iteration 75Q: 3 clusters Score -8983908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8983900.000000 Penalty: 5352.370605
	Iteration 76Q: 3 clusters Score -8983900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8983901.000000 Penalty: 5352.370605
	Iteration 77Q: 3 clusters Score -8983901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8983901.000000 Penalty: 5352.370605
	Iteration 78F: 3 clusters Score -8983901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -47368.062500 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -47368.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45984.523438 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -45984.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46283.722656 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -46283.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46395.089844 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -46395.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46474.687500 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -46474.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46512.371094 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -46512.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46541.578125 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -46541.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46559.628906 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -46559.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46565.542969 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -46565.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46573.828125 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -46573.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46575.460938 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -46575.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46575.460938 Penalty: 3032.386475
	Iteration 10F: 3 clusters Score -46575.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -19094.111328 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -19094.11 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 124 members 
Entering Unmasked Estep 
Score: -18000.132812 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -18000.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18178.998047 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -18179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18245.082031 Penalty: 2744.561279
	Iteration 2F: 3 clusters Score -18245.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18306.291016 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18306.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18328.300781 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -18328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18340.390625 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -18340.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18340.390625 Penalty: 2744.561279
	Iteration 6F: 3 clusters Score -18340.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -106060.359375 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -106060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104475.718750 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -104475.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104709.804688 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -104709.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -104891.796875 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -104891.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -105036.867188 Penalty: 3181.887939
	Iteration 3Q: 3 clusters Score -105036.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -105098.796875 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -105098.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -105133.906250 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -105133.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -105179.656250 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -105179.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -105209.921875 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -105209.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -105241.593750 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -105241.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -105280.882812 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -105280.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -105333.328125 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -105333.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -105364.421875 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -105364.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -105392.718750 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -105392.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -105409.468750 Penalty: 3181.887939
	Iteration 13Q: 3 clusters Score -105409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -105416.179688 Penalty: 3181.887939
	Iteration 14Q: 3 clusters Score -105416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -105429.070312 Penalty: 3181.887939
	Iteration 15Q: 3 clusters Score -105429.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -105444.921875 Penalty: 3181.887939
	Iteration 16Q: 3 clusters Score -105444.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -105457.515625 Penalty: 3181.887939
	Iteration 17Q: 3 clusters Score -105457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -105465.898438 Penalty: 3181.887939
	Iteration 18Q: 3 clusters Score -105465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -105473.757812 Penalty: 3181.887939
	Iteration 19Q: 3 clusters Score -105473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -105479.164062 Penalty: 3181.887939
	Iteration 20F: 3 clusters Score -105479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -105482.992188 Penalty: 3181.887939
	Iteration 21Q: 3 clusters Score -105483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -105482.992188 Penalty: 3181.887939
	Iteration 22F: 3 clusters Score -105483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -176552.265625 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -176552.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -174657.484375 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -174657.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -175191.187500 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -175191.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175465.500000 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -175465.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -175688.031250 Penalty: 3436.068848
	Iteration 3F: 3 clusters Score -175688 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -175844.078125 Penalty: 3436.068848
	Iteration 4F: 3 clusters Score -175844.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -175938.718750 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -175938.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -175989.859375 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -175989.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -176023.546875 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -176023.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -176042.578125 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -176042.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -176058.000000 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -176058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -176072.843750 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -176072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -176085.906250 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -176085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -176089.296875 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -176089.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -176089.296875 Penalty: 3436.068848
	Iteration 13F: 3 clusters Score -176089.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -71639.890625 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -71639.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70250.187500 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -70250.19 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70751.281250 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -70751.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70931.164062 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -70931.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71059.875000 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -71059.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71157.054688 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -71157.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71246.437500 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -71246.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71271.500000 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -71271.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71293.656250 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -71293.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71311.679688 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -71311.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71311.679688 Penalty: 3136.882080
	Iteration 9F: 3 clusters Score -71311.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Entering Unmasked Estep 
Score: -7908025.000000 Penalty: 2642.293213
	Iteration 0F: 2 clusters Score -7908025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -7880216.000000 Penalty: 5284.586426
	Iteration 0F: 3 clusters Score -7880216 nChanged 19509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -7890841.500000 Penalty: 5284.586426
	Iteration 1F: 3 clusters Score -7890842 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -7891663.500000 Penalty: 5284.586426
	Iteration 2Q: 3 clusters Score -7891664 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -7892546.500000 Penalty: 5284.586426
	Iteration 3Q: 3 clusters Score -7892546 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -7893564.000000 Penalty: 5284.586426
	Iteration 4Q: 3 clusters Score -7893564 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -7894815.000000 Penalty: 5284.586426
	Iteration 5Q: 3 clusters Score -7894815 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -7896088.000000 Penalty: 5284.586426
	Iteration 6F: 3 clusters Score -7896088 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -7897456.000000 Penalty: 5284.586426
	Iteration 7F: 3 clusters Score -7897456 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -7898690.000000 Penalty: 5284.586426
	Iteration 8F: 3 clusters Score -7898690 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -7900037.000000 Penalty: 5284.586426
	Iteration 9F: 3 clusters Score -7900037 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -7901045.000000 Penalty: 5284.586426
	Iteration 10Q: 3 clusters Score -7901045 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -7901664.500000 Penalty: 5284.586426
	Iteration 11Q: 3 clusters Score -7901664 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -7901964.000000 Penalty: 5284.586426
	Iteration 12Q: 3 clusters Score -7901964 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -7902165.000000 Penalty: 5284.586426
	Iteration 13Q: 3 clusters Score -7902165 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -7902259.500000 Penalty: 5284.586426
	Iteration 14Q: 3 clusters Score -7902260 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -7902334.500000 Penalty: 5284.586426
	Iteration 15Q: 3 clusters Score -7902334 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -7902366.500000 Penalty: 5284.586426
	Iteration 16Q: 3 clusters Score -7902366 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -7902408.500000 Penalty: 5284.586426
	Iteration 17Q: 3 clusters Score -7902408 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -7902427.000000 Penalty: 5284.586426
	Iteration 18Q: 3 clusters Score -7902427 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -7902484.000000 Penalty: 5284.586426
	Iteration 19Q: 3 clusters Score -7902484 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -7902509.000000 Penalty: 5284.586426
	Iteration 20F: 3 clusters Score -7902509 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -7902580.000000 Penalty: 5284.586426
	Iteration 21Q: 3 clusters Score -7902580 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -7902623.000000 Penalty: 5284.586426
	Iteration 22Q: 3 clusters Score -7902623 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -7902667.500000 Penalty: 5284.586426
	Iteration 23Q: 3 clusters Score -7902668 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -7902701.000000 Penalty: 5284.586426
	Iteration 24Q: 3 clusters Score -7902701 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -7902781.000000 Penalty: 5284.586426
	Iteration 25Q: 3 clusters Score -7902781 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -7902844.500000 Penalty: 5284.586426
	Iteration 26Q: 3 clusters Score -7902844 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -7902985.500000 Penalty: 5284.586426
	Iteration 27Q: 3 clusters Score -7902986 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -7903116.500000 Penalty: 5284.586426
	Iteration 28Q: 3 clusters Score -7903116 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -7903263.000000 Penalty: 5284.586426
	Iteration 29Q: 3 clusters Score -7903263 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -7903388.500000 Penalty: 5284.586426
	Iteration 30Q: 3 clusters Score -7903388 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -7903484.000000 Penalty: 5284.586426
	Iteration 31Q: 3 clusters Score -7903484 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -7903629.000000 Penalty: 5284.586426
	Iteration 32Q: 3 clusters Score -7903629 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -7903708.000000 Penalty: 5284.586426
	Iteration 33Q: 3 clusters Score -7903708 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -7903792.500000 Penalty: 5284.586426
	Iteration 34Q: 3 clusters Score -7903792 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -7903877.000000 Penalty: 5284.586426
	Iteration 35Q: 3 clusters Score -7903877 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -7903960.500000 Penalty: 5284.586426
	Iteration 36Q: 3 clusters Score -7903960 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -7904043.500000 Penalty: 5284.586426
	Iteration 37Q: 3 clusters Score -7904044 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -7904107.000000 Penalty: 5284.586426
	Iteration 38Q: 3 clusters Score -7904107 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -7904146.500000 Penalty: 5284.586426
	Iteration 39Q: 3 clusters Score -7904146 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -7904233.500000 Penalty: 5284.586426
	Iteration 40F: 3 clusters Score -7904234 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -7904344.000000 Penalty: 5284.586426
	Iteration 41Q: 3 clusters Score -7904344 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -7904393.500000 Penalty: 5284.586426
	Iteration 42Q: 3 clusters Score -7904394 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -7904453.000000 Penalty: 5284.586426
	Iteration 43Q: 3 clusters Score -7904453 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -7904523.500000 Penalty: 5284.586426
	Iteration 44Q: 3 clusters Score -7904524 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -7904608.000000 Penalty: 5284.586426
	Iteration 45Q: 3 clusters Score -7904608 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -7904669.500000 Penalty: 5284.586426
	Iteration 46Q: 3 clusters Score -7904670 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -7904735.500000 Penalty: 5284.586426
	Iteration 47Q: 3 clusters Score -7904736 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -7904789.500000 Penalty: 5284.586426
	Iteration 48Q: 3 clusters Score -7904790 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -7904832.500000 Penalty: 5284.586426
	Iteration 49Q: 3 clusters Score -7904832 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -7904860.500000 Penalty: 5284.586426
	Iteration 50Q: 3 clusters Score -7904860 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -7904942.000000 Penalty: 5284.586426
	Iteration 51Q: 3 clusters Score -7904942 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -7904995.000000 Penalty: 5284.586426
	Iteration 52Q: 3 clusters Score -7904995 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -7905020.000000 Penalty: 5284.586426
	Iteration 53Q: 3 clusters Score -7905020 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -7905088.500000 Penalty: 5284.586426
	Iteration 54Q: 3 clusters Score -7905088 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -7905116.000000 Penalty: 5284.586426
	Iteration 55Q: 3 clusters Score -7905116 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -7905132.000000 Penalty: 5284.586426
	Iteration 56Q: 3 clusters Score -7905132 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -7905163.500000 Penalty: 5284.586426
	Iteration 57Q: 3 clusters Score -7905164 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -7905193.000000 Penalty: 5284.586426
	Iteration 58Q: 3 clusters Score -7905193 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -7905261.500000 Penalty: 5284.586426
	Iteration 59Q: 3 clusters Score -7905262 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -7905296.500000 Penalty: 5284.586426
	Iteration 60F: 3 clusters Score -7905296 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -7905388.500000 Penalty: 5284.586426
	Iteration 61Q: 3 clusters Score -7905388 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -7905481.000000 Penalty: 5284.586426
	Iteration 62Q: 3 clusters Score -7905481 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -7905537.000000 Penalty: 5284.586426
	Iteration 63Q: 3 clusters Score -7905537 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -7905641.000000 Penalty: 5284.586426
	Iteration 64Q: 3 clusters Score -7905641 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -7905716.000000 Penalty: 5284.586426
	Iteration 65Q: 3 clusters Score -7905716 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -7905742.500000 Penalty: 5284.586426
	Iteration 66Q: 3 clusters Score -7905742 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -7905815.000000 Penalty: 5284.586426
	Iteration 67Q: 3 clusters Score -7905815 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -7905859.500000 Penalty: 5284.586426
	Iteration 68Q: 3 clusters Score -7905860 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -7905890.500000 Penalty: 5284.586426
	Iteration 69Q: 3 clusters Score -7905890 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -7905900.000000 Penalty: 5284.586426
	Iteration 70Q: 3 clusters Score -7905900 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -7905927.000000 Penalty: 5284.586426
	Iteration 71Q: 3 clusters Score -7905927 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7905952.500000 Penalty: 5284.586426
	Iteration 72Q: 3 clusters Score -7905952 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -7905959.000000 Penalty: 5284.586426
	Iteration 73Q: 3 clusters Score -7905959 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -7905995.000000 Penalty: 5284.586426
	Iteration 74Q: 3 clusters Score -7905995 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7906004.500000 Penalty: 5284.586426
	Iteration 75Q: 3 clusters Score -7906004 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7905990.500000 Penalty: 5284.586426
	Iteration 76Q: 3 clusters Score -7905990 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7906031.000000 Penalty: 5284.586426
	Iteration 77Q: 3 clusters Score -7906031 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7906092 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7906089.500000 Penalty: 5284.586426
	Iteration 79Q: 3 clusters Score -7906090 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7906087.000000 Penalty: 5284.586426
	Iteration 80F: 3 clusters Score -7906087 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7906062.500000 Penalty: 5284.586426
	Iteration 81Q: 3 clusters Score -7906062 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7906074.000000 Penalty: 5284.586426
	Iteration 82Q: 3 clusters Score -7906074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7906089.000000 Penalty: 5284.586426
	Iteration 83Q: 3 clusters Score -7906089 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7906099.500000 Penalty: 5284.586426
	Iteration 84Q: 3 clusters Score -7906100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7906112.500000 Penalty: 5284.586426
	Iteration 85Q: 3 clusters Score -7906112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7906095.500000 Penalty: 5284.586426
	Iteration 86Q: 3 clusters Score -7906096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7906093.500000 Penalty: 5284.586426
	Iteration 87Q: 3 clusters Score -7906094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7906089.000000 Penalty: 5284.586426
	Iteration 88Q: 3 clusters Score -7906089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7906089.000000 Penalty: 5284.586426
	Iteration 89Q: 3 clusters Score -7906089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7906080.500000 Penalty: 5284.586426
	Iteration 90Q: 3 clusters Score -7906080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7906075.500000 Penalty: 5284.586426
	Iteration 91Q: 3 clusters Score -7906076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7906076.000000 Penalty: 5284.586426
	Iteration 92Q: 3 clusters Score -7906076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7906059.000000 Penalty: 5284.586426
	Iteration 93Q: 3 clusters Score -7906059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7906074.000000 Penalty: 5284.586426
	Iteration 94Q: 3 clusters Score -7906074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7906073.500000 Penalty: 5284.586426
	Iteration 95Q: 3 clusters Score -7906074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7906063.500000 Penalty: 5284.586426
	Iteration 96Q: 3 clusters Score -7906064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7906067.500000 Penalty: 5284.586426
	Iteration 97Q: 3 clusters Score -7906068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7906066.000000 Penalty: 5284.586426
	Iteration 98Q: 3 clusters Score -7906066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7906068.500000 Penalty: 5284.586426
	Iteration 99Q: 3 clusters Score -7906068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7906061.500000 Penalty: 5284.586426
	Iteration 100F: 3 clusters Score -7906062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7906068.500000 Penalty: 5284.586426
	Iteration 101Q: 3 clusters Score -7906068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7906064.000000 Penalty: 5284.586426
	Iteration 102Q: 3 clusters Score -7906064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7906066.500000 Penalty: 5284.586426
	Iteration 103Q: 3 clusters Score -7906066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7906066.500000 Penalty: 5284.586426
	Iteration 104Q: 3 clusters Score -7906066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7906069.000000 Penalty: 5284.586426
	Iteration 105Q: 3 clusters Score -7906069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7906068.500000 Penalty: 5284.586426
	Iteration 106Q: 3 clusters Score -7906068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7906061.500000 Penalty: 5284.586426
	Iteration 107Q: 3 clusters Score -7906062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7906071.000000 Penalty: 5284.586426
	Iteration 108Q: 3 clusters Score -7906071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7906066.500000 Penalty: 5284.586426
	Iteration 109Q: 3 clusters Score -7906066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7906079.500000 Penalty: 5284.586426
	Iteration 110Q: 3 clusters Score -7906080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7906084.500000 Penalty: 5284.586426
	Iteration 111Q: 3 clusters Score -7906084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7906082.500000 Penalty: 5284.586426
	Iteration 112Q: 3 clusters Score -7906082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7906082.500000 Penalty: 5284.586426
	Iteration 113Q: 3 clusters Score -7906082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7906084.500000 Penalty: 5284.586426
	Iteration 114Q: 3 clusters Score -7906084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7906081.000000 Penalty: 5284.586426
	Iteration 115Q: 3 clusters Score -7906081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7906078.000000 Penalty: 5284.586426
	Iteration 116Q: 3 clusters Score -7906078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7906076.500000 Penalty: 5284.586426
	Iteration 117Q: 3 clusters Score -7906076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7906072.500000 Penalty: 5284.586426
	Iteration 118Q: 3 clusters Score -7906072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7906069.000000 Penalty: 5284.586426
	Iteration 119Q: 3 clusters Score -7906069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7906066.500000 Penalty: 5284.586426
	Iteration 120F: 3 clusters Score -7906066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7906057.500000 Penalty: 5284.586426
	Iteration 121Q: 3 clusters Score -7906058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7906062.500000 Penalty: 5284.586426
	Iteration 122Q: 3 clusters Score -7906062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7906060.500000 Penalty: 5284.586426
	Iteration 123Q: 3 clusters Score -7906060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7906059.500000 Penalty: 5284.586426
	Iteration 124Q: 3 clusters Score -7906060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7906057.500000 Penalty: 5284.586426
	Iteration 125Q: 3 clusters Score -7906058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7906058.500000 Penalty: 5284.586426
	Iteration 126Q: 3 clusters Score -7906058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7906056.000000 Penalty: 5284.586426
	Iteration 127Q: 3 clusters Score -7906056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7906052.000000 Penalty: 5284.586426
	Iteration 128Q: 3 clusters Score -7906052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7906058.000000 Penalty: 5284.586426
	Iteration 129Q: 3 clusters Score -7906058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7906056.000000 Penalty: 5284.586426
	Iteration 130Q: 3 clusters Score -7906056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7906056.000000 Penalty: 5284.586426
	Iteration 131F: 3 clusters Score -7906056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49690 members 
Entering Unmasked Estep 
Score: -9225648.000000 Penalty: 2681.762451
	Iteration 0F: 2 clusters Score -9225648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -9193520.000000 Penalty: 5363.524902
	Iteration 0F: 3 clusters Score -9193520 nChanged 22957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -9206218.000000 Penalty: 5363.524902
	Iteration 1F: 3 clusters Score -9206218 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -9206826.000000 Penalty: 5363.524902
	Iteration 2Q: 3 clusters Score -9206826 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -9207415.000000 Penalty: 5363.524902
	Iteration 3Q: 3 clusters Score -9207415 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -9208068.000000 Penalty: 5363.524902
	Iteration 4Q: 3 clusters Score -9208068 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -9209016.000000 Penalty: 5363.524902
	Iteration 5Q: 3 clusters Score -9209016 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -9210371.000000 Penalty: 5363.524902
	Iteration 6F: 3 clusters Score -9210371 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -9212083.000000 Penalty: 5363.524902
	Iteration 7F: 3 clusters Score -9212083 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -9214494.000000 Penalty: 5363.524902
	Iteration 8F: 3 clusters Score -9214494 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -9217015.000000 Penalty: 5363.524902
	Iteration 9F: 3 clusters Score -9217015 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -9219468.000000 Penalty: 5363.524902
	Iteration 10F: 3 clusters Score -9219468 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -9221364.000000 Penalty: 5363.524902
	Iteration 11Q: 3 clusters Score -9221364 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -9222559.000000 Penalty: 5363.524902
	Iteration 12Q: 3 clusters Score -9222559 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -9223365.000000 Penalty: 5363.524902
	Iteration 13Q: 3 clusters Score -9223365 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -9223895.000000 Penalty: 5363.524902
	Iteration 14Q: 3 clusters Score -9223895 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -9224209.000000 Penalty: 5363.524902
	Iteration 15Q: 3 clusters Score -9224209 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -9224407.000000 Penalty: 5363.524902
	Iteration 16Q: 3 clusters Score -9224407 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -9224517.000000 Penalty: 5363.524902
	Iteration 17Q: 3 clusters Score -9224517 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -9224631.000000 Penalty: 5363.524902
	Iteration 18Q: 3 clusters Score -9224631 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -9224659.000000 Penalty: 5363.524902
	Iteration 19Q: 3 clusters Score -9224659 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -9224706.000000 Penalty: 5363.524902
	Iteration 20F: 3 clusters Score -9224706 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -9224729.000000 Penalty: 5363.524902
	Iteration 21Q: 3 clusters Score -9224729 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -9224754.000000 Penalty: 5363.524902
	Iteration 22Q: 3 clusters Score -9224754 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -9224781.000000 Penalty: 5363.524902
	Iteration 23Q: 3 clusters Score -9224781 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -9224780.000000 Penalty: 5363.524902
	Iteration 24Q: 3 clusters Score -9224780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -9224769.000000 Penalty: 5363.524902
	Iteration 25Q: 3 clusters Score -9224769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -9224781.000000 Penalty: 5363.524902
	Iteration 26Q: 3 clusters Score -9224781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -9224766.000000 Penalty: 5363.524902
	Iteration 27Q: 3 clusters Score -9224766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -9224770.000000 Penalty: 5363.524902
	Iteration 28Q: 3 clusters Score -9224770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -9224778.000000 Penalty: 5363.524902
	Iteration 29Q: 3 clusters Score -9224778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -9224770.000000 Penalty: 5363.524902
	Iteration 30Q: 3 clusters Score -9224770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -9224768.000000 Penalty: 5363.524902
	Iteration 31Q: 3 clusters Score -9224768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -9224776.000000 Penalty: 5363.524902
	Iteration 32Q: 3 clusters Score -9224776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -9224775.000000 Penalty: 5363.524902
	Iteration 33Q: 3 clusters Score -9224775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -9224780.000000 Penalty: 5363.524902
	Iteration 34Q: 3 clusters Score -9224780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -9224762.000000 Penalty: 5363.524902
	Iteration 35Q: 3 clusters Score -9224762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -9224770.000000 Penalty: 5363.524902
	Iteration 36Q: 3 clusters Score -9224770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -9224772.000000 Penalty: 5363.524902
	Iteration 37Q: 3 clusters Score -9224772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -9224779.000000 Penalty: 5363.524902
	Iteration 38Q: 3 clusters Score -9224779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -9224792.000000 Penalty: 5363.524902
	Iteration 39Q: 3 clusters Score -9224792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -9224779.000000 Penalty: 5363.524902
	Iteration 40F: 3 clusters Score -9224779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -9224771.000000 Penalty: 5363.524902
	Iteration 41Q: 3 clusters Score -9224771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -9224777.000000 Penalty: 5363.524902
	Iteration 42Q: 3 clusters Score -9224777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -9224758.000000 Penalty: 5363.524902
	Iteration 43Q: 3 clusters Score -9224758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -9224740.000000 Penalty: 5363.524902
	Iteration 44Q: 3 clusters Score -9224740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -9224759.000000 Penalty: 5363.524902
	Iteration 45Q: 3 clusters Score -9224759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -9224748.000000 Penalty: 5363.524902
	Iteration 46Q: 3 clusters Score -9224748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -9224748.000000 Penalty: 5363.524902
	Iteration 47Q: 3 clusters Score -9224748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -9224753.000000 Penalty: 5363.524902
	Iteration 48Q: 3 clusters Score -9224753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -9224754.000000 Penalty: 5363.524902
	Iteration 49Q: 3 clusters Score -9224754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -9224746.000000 Penalty: 5363.524902
	Iteration 50Q: 3 clusters Score -9224746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -9224747.000000 Penalty: 5363.524902
	Iteration 51Q: 3 clusters Score -9224747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -9224745.000000 Penalty: 5363.524902
	Iteration 52Q: 3 clusters Score -9224745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -9224758.000000 Penalty: 5363.524902
	Iteration 53Q: 3 clusters Score -9224758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -9224765.000000 Penalty: 5363.524902
	Iteration 54Q: 3 clusters Score -9224765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -9224762.000000 Penalty: 5363.524902
	Iteration 55Q: 3 clusters Score -9224762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -9224758.000000 Penalty: 5363.524902
	Iteration 56Q: 3 clusters Score -9224758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -9224742.000000 Penalty: 5363.524902
	Iteration 57Q: 3 clusters Score -9224742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -9224742.000000 Penalty: 5363.524902
	Iteration 58Q: 3 clusters Score -9224742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -9224738.000000 Penalty: 5363.524902
	Iteration 59Q: 3 clusters Score -9224738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -9224738.000000 Penalty: 5363.524902
	Iteration 60F: 3 clusters Score -9224738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -9224741.000000 Penalty: 5363.524902
	Iteration 61Q: 3 clusters Score -9224741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -9224738.000000 Penalty: 5363.524902
	Iteration 62Q: 3 clusters Score -9224738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -9224740.000000 Penalty: 5363.524902
	Iteration 63Q: 3 clusters Score -9224740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -9224740.000000 Penalty: 5363.524902
	Iteration 64F: 3 clusters Score -9224740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73705.304688 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72213.765625 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72213.77 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72602.703125 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72602.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72840.453125 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -72840.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -73008.570312 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -73008.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -73185.703125 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -73185.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -73300.304688 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -73300.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -73339.164062 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -73339.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73412.718750 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -73412.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73489.078125 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -73489.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -73571.960938 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -73571.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73596.695312 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -73596.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73611.671875 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -73611.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73612.523438 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -73612.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73612.523438 Penalty: 3120.618408
	Iteration 13F: 3 clusters Score -73612.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -454481.437500 Penalty: 1937.168579
	Iteration 0F: 2 clusters Score -454481.4 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 1248 members 
Entering Unmasked Estep 
Score: -451508.062500 Penalty: 3874.337158
	Iteration 0F: 3 clusters Score -451508.1 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -452067.843750 Penalty: 3874.337158
	Iteration 1F: 3 clusters Score -452067.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -452229.281250 Penalty: 3874.337158
	Iteration 2F: 3 clusters Score -452229.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -452305.375000 Penalty: 3874.337158
	Iteration 3Q: 3 clusters Score -452305.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -452362.312500 Penalty: 3874.337158
	Iteration 4Q: 3 clusters Score -452362.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -452399.406250 Penalty: 3874.337158
	Iteration 5Q: 3 clusters Score -452399.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -452422.625000 Penalty: 3874.337158
	Iteration 6Q: 3 clusters Score -452422.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -452442.281250 Penalty: 3874.337158
	Iteration 7Q: 3 clusters Score -452442.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -452458.062500 Penalty: 3874.337158
	Iteration 8Q: 3 clusters Score -452458.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -452470.468750 Penalty: 3874.337158
	Iteration 9Q: 3 clusters Score -452470.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -452477.156250 Penalty: 3874.337158
	Iteration 10Q: 3 clusters Score -452477.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -452481.656250 Penalty: 3874.337158
	Iteration 11Q: 3 clusters Score -452481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -452483.875000 Penalty: 3874.337158
	Iteration 12Q: 3 clusters Score -452483.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -452484.718750 Penalty: 3874.337158
	Iteration 13Q: 3 clusters Score -452484.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -452487.593750 Penalty: 3874.337158
	Iteration 14Q: 3 clusters Score -452487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -452490.343750 Penalty: 3874.337158
	Iteration 15Q: 3 clusters Score -452490.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -452492.281250 Penalty: 3874.337158
	Iteration 16Q: 3 clusters Score -452492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -452492.281250 Penalty: 3874.337158
	Iteration 17F: 3 clusters Score -452492.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Entering Unmasked Estep 
Score: -9443650.000000 Penalty: 2684.482666
	Iteration 0F: 2 clusters Score -9443650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -9412967.000000 Penalty: 5368.965332
	Iteration 0F: 3 clusters Score -9412967 nChanged 23240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -9425871.000000 Penalty: 5368.965332
	Iteration 1F: 3 clusters Score -9425871 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -9426500.000000 Penalty: 5368.965332
	Iteration 2Q: 3 clusters Score -9426500 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -9427159.000000 Penalty: 5368.965332
	Iteration 3Q: 3 clusters Score -9427159 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -9427951.000000 Penalty: 5368.965332
	Iteration 4Q: 3 clusters Score -9427951 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -9428819.000000 Penalty: 5368.965332
	Iteration 5Q: 3 clusters Score -9428819 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -9430111.000000 Penalty: 5368.965332
	Iteration 6F: 3 clusters Score -9430111 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -9431880.000000 Penalty: 5368.965332
	Iteration 7F: 3 clusters Score -9431880 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -9434041.000000 Penalty: 5368.965332
	Iteration 8F: 3 clusters Score -9434041 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -9436394.000000 Penalty: 5368.965332
	Iteration 9F: 3 clusters Score -9436394 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -9438572.000000 Penalty: 5368.965332
	Iteration 10F: 3 clusters Score -9438572 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -9440119.000000 Penalty: 5368.965332
	Iteration 11F: 3 clusters Score -9440119 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -9440799.000000 Penalty: 5368.965332
	Iteration 12Q: 3 clusters Score -9440799 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -9441075.000000 Penalty: 5368.965332
	Iteration 13Q: 3 clusters Score -9441075 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -9441242.000000 Penalty: 5368.965332
	Iteration 14Q: 3 clusters Score -9441242 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -9441298.000000 Penalty: 5368.965332
	Iteration 15Q: 3 clusters Score -9441298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -9441355.000000 Penalty: 5368.965332
	Iteration 16Q: 3 clusters Score -9441355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -9441392.000000 Penalty: 5368.965332
	Iteration 17Q: 3 clusters Score -9441392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -9441423.000000 Penalty: 5368.965332
	Iteration 18Q: 3 clusters Score -9441423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -9441433.000000 Penalty: 5368.965332
	Iteration 19Q: 3 clusters Score -9441433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -9441451.000000 Penalty: 5368.965332
	Iteration 20F: 3 clusters Score -9441451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -9441453.000000 Penalty: 5368.965332
	Iteration 21Q: 3 clusters Score -9441453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -9441455.000000 Penalty: 5368.965332
	Iteration 22Q: 3 clusters Score -9441455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -9441454.000000 Penalty: 5368.965332
	Iteration 23Q: 3 clusters Score -9441454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -9441454.000000 Penalty: 5368.965332
	Iteration 24F: 3 clusters Score -9441454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47903 members 
Mstep: Class 4 contains 50028 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48927 members 
Mstep: Class 7 contains 30797 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51086 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 40319 members 
Mstep: Class 12 contains 50980 members 
Mstep: Class 13 contains 49533 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48585 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42379 members 
Mstep: Class 22 contains 49690 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2468 members 
Mstep: Class 25 contains 50238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162936.000000 Penalty: 82516.046875
Iteration 359Q: 26 clusters Score -1.101629e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47870 members 
Mstep: Class 4 contains 50063 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48872 members 
Mstep: Class 7 contains 30794 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51098 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 40308 members 
Mstep: Class 12 contains 51001 members 
Mstep: Class 13 contains 49563 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48582 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42368 members 
Mstep: Class 22 contains 49679 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2468 members 
Mstep: Class 25 contains 50239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162872.000000 Penalty: 82516.046875
Iteration 360F: 26 clusters Score -1.101629e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47850 members 
Mstep: Class 4 contains 50106 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48830 members 
Mstep: Class 7 contains 30795 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51089 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 40309 members 
Mstep: Class 12 contains 51001 members 
Mstep: Class 13 contains 49601 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48573 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42357 members 
Mstep: Class 22 contains 49663 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 50238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162664.000000 Penalty: 82516.046875
Iteration 361Q: 26 clusters Score -1.101627e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47859 members 
Mstep: Class 4 contains 50138 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48777 members 
Mstep: Class 7 contains 30796 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51099 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 40309 members 
Mstep: Class 12 contains 50986 members 
Mstep: Class 13 contains 49652 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48546 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42354 members 
Mstep: Class 22 contains 49652 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 50226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162592.000000 Penalty: 82516.046875
Iteration 362Q: 26 clusters Score -1.101626e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47851 members 
Mstep: Class 4 contains 50125 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48846 members 
Mstep: Class 7 contains 30791 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51105 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 40305 members 
Mstep: Class 12 contains 50977 members 
Mstep: Class 13 contains 49677 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48543 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42330 members 
Mstep: Class 22 contains 49641 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 50185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162584.000000 Penalty: 82516.046875
Iteration 363Q: 26 clusters Score -1.101626e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47835 members 
Mstep: Class 4 contains 50168 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48884 members 
Mstep: Class 7 contains 30783 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51120 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 40305 members 
Mstep: Class 12 contains 50967 members 
Mstep: Class 13 contains 49670 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48548 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42312 members 
Mstep: Class 22 contains 49622 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 50143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162656.000000 Penalty: 82516.046875
Iteration 364Q: 26 clusters Score -1.101627e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47833 members 
Mstep: Class 4 contains 50217 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48932 members 
Mstep: Class 7 contains 30785 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51124 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 40298 members 
Mstep: Class 12 contains 50974 members 
Mstep: Class 13 contains 49636 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48571 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42281 members 
Mstep: Class 22 contains 49622 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 50081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162856.000000 Penalty: 82516.046875
Iteration 365Q: 26 clusters Score -1.101629e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47827 members 
Mstep: Class 4 contains 50208 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48970 members 
Mstep: Class 7 contains 30789 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51138 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 40292 members 
Mstep: Class 12 contains 50997 members 
Mstep: Class 13 contains 49658 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48572 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42239 members 
Mstep: Class 22 contains 49625 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 50043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162832.000000 Penalty: 82516.046875
Iteration 366Q: 26 clusters Score -1.101628e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47814 members 
Mstep: Class 4 contains 50208 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49023 members 
Mstep: Class 7 contains 30787 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51167 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 40288 members 
Mstep: Class 12 contains 50994 members 
Mstep: Class 13 contains 49667 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48562 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42214 members 
Mstep: Class 22 contains 49626 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2456 members 
Mstep: Class 25 contains 49994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162704.000000 Penalty: 82516.046875
Iteration 367Q: 26 clusters Score -1.101627e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47815 members 
Mstep: Class 4 contains 50237 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49045 members 
Mstep: Class 7 contains 30793 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51186 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 40290 members 
Mstep: Class 12 contains 51008 members 
Mstep: Class 13 contains 49669 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48527 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42179 members 
Mstep: Class 22 contains 49640 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2446 members 
Mstep: Class 25 contains 49948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162952.000000 Penalty: 82516.046875
Iteration 368Q: 26 clusters Score -1.10163e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47811 members 
Mstep: Class 4 contains 50254 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49075 members 
Mstep: Class 7 contains 30795 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51197 members 
Mstep: Class 10 contains 3757 members 
Mstep: Class 11 contains 40293 members 
Mstep: Class 12 contains 51025 members 
Mstep: Class 13 contains 49698 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48522 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42114 members 
Mstep: Class 22 contains 49644 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2434 members 
Mstep: Class 25 contains 49908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162848.000000 Penalty: 82516.046875
Iteration 369Q: 26 clusters Score -1.101628e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47779 members 
Mstep: Class 4 contains 50260 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49077 members 
Mstep: Class 7 contains 30791 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51199 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 40299 members 
Mstep: Class 12 contains 51036 members 
Mstep: Class 13 contains 49775 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48515 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42052 members 
Mstep: Class 22 contains 49657 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2438 members 
Mstep: Class 25 contains 49892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162704.000000 Penalty: 82516.046875
Iteration 370Q: 26 clusters Score -1.101627e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47763 members 
Mstep: Class 4 contains 50253 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49058 members 
Mstep: Class 7 contains 30788 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51200 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 11 contains 40293 members 
Mstep: Class 12 contains 51060 members 
Mstep: Class 13 contains 49846 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48524 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41991 members 
Mstep: Class 22 contains 49660 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2435 members 
Mstep: Class 25 contains 49885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162848.000000 Penalty: 82516.046875
Iteration 371Q: 26 clusters Score -1.101628e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47751 members 
Mstep: Class 4 contains 50252 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49050 members 
Mstep: Class 7 contains 30791 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 51188 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 40291 members 
Mstep: Class 12 contains 51078 members 
Mstep: Class 13 contains 49883 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48534 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41949 members 
Mstep: Class 22 contains 49663 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2428 members 
Mstep: Class 25 contains 49882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162840.000000 Penalty: 82516.046875
Iteration 372Q: 26 clusters Score -1.101628e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47735 members 
Mstep: Class 4 contains 50250 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49067 members 
Mstep: Class 7 contains 30795 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51178 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 40299 members 
Mstep: Class 12 contains 51069 members 
Mstep: Class 13 contains 49937 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48542 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41881 members 
Mstep: Class 22 contains 49663 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2424 members 
Mstep: Class 25 contains 49876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163112.000000 Penalty: 82516.046875
Iteration 373Q: 26 clusters Score -1.101631e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47728 members 
Mstep: Class 4 contains 50186 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49066 members 
Mstep: Class 7 contains 30792 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51189 members 
Mstep: Class 10 contains 3727 members 
Mstep: Class 11 contains 40308 members 
Mstep: Class 12 contains 51066 members 
Mstep: Class 13 contains 49983 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48570 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41833 members 
Mstep: Class 22 contains 49658 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2424 members 
Mstep: Class 25 contains 49882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163064.000000 Penalty: 82516.046875
Iteration 374Q: 26 clusters Score -1.101631e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47703 members 
Mstep: Class 4 contains 50188 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49062 members 
Mstep: Class 7 contains 30789 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51202 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 40325 members 
Mstep: Class 12 contains 51061 members 
Mstep: Class 13 contains 50002 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48591 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41779 members 
Mstep: Class 22 contains 49649 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2417 members 
Mstep: Class 25 contains 49902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163104.000000 Penalty: 82516.046875
Iteration 375Q: 26 clusters Score -1.101631e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47696 members 
Mstep: Class 4 contains 50187 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49070 members 
Mstep: Class 7 contains 30782 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51191 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 40334 members 
Mstep: Class 12 contains 51047 members 
Mstep: Class 13 contains 50026 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48604 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41738 members 
Mstep: Class 22 contains 49624 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 49928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163176.000000 Penalty: 82516.046875
Iteration 376Q: 26 clusters Score -1.101632e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47682 members 
Mstep: Class 4 contains 50154 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49056 members 
Mstep: Class 7 contains 30774 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51182 members 
Mstep: Class 10 contains 3705 members 
Mstep: Class 11 contains 40342 members 
Mstep: Class 12 contains 51045 members 
Mstep: Class 13 contains 50047 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48619 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41717 members 
Mstep: Class 22 contains 49605 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2406 members 
Mstep: Class 25 contains 49980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163232.000000 Penalty: 82516.046875
Iteration 377Q: 26 clusters Score -1.101632e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47672 members 
Mstep: Class 4 contains 50115 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49045 members 
Mstep: Class 7 contains 30768 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51184 members 
Mstep: Class 10 contains 3701 members 
Mstep: Class 11 contains 40333 members 
Mstep: Class 12 contains 51071 members 
Mstep: Class 13 contains 50028 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48645 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41699 members 
Mstep: Class 22 contains 49564 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 50038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163280.000000 Penalty: 82516.046875
Iteration 378Q: 26 clusters Score -1.101633e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47666 members 
Mstep: Class 4 contains 50071 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49058 members 
Mstep: Class 7 contains 30758 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51196 members 
Mstep: Class 10 contains 3705 members 
Mstep: Class 11 contains 40330 members 
Mstep: Class 12 contains 51090 members 
Mstep: Class 13 contains 50027 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48645 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41685 members 
Mstep: Class 22 contains 49543 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 50053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163360.000000 Penalty: 82516.046875
Iteration 379Q: 26 clusters Score -1.101634e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47659 members 
Mstep: Class 4 contains 50064 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49051 members 
Mstep: Class 7 contains 30753 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51214 members 
Mstep: Class 10 contains 3698 members 
Mstep: Class 11 contains 40322 members 
Mstep: Class 12 contains 51092 members 
Mstep: Class 13 contains 50040 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48641 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41698 members 
Mstep: Class 22 contains 49548 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2405 members 
Mstep: Class 25 contains 50028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163296.000000 Penalty: 82516.046875
Iteration 380F: 26 clusters Score -1.101633e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47613 members 
Mstep: Class 4 contains 50084 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49066 members 
Mstep: Class 7 contains 30757 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51209 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 40319 members 
Mstep: Class 12 contains 51100 members 
Mstep: Class 13 contains 50044 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48641 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41700 members 
Mstep: Class 22 contains 49561 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 49990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163424.000000 Penalty: 82516.046875
Iteration 381Q: 26 clusters Score -1.101634e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47609 members 
Mstep: Class 4 contains 50090 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49038 members 
Mstep: Class 7 contains 30756 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51201 members 
Mstep: Class 10 contains 3683 members 
Mstep: Class 11 contains 40326 members 
Mstep: Class 12 contains 51098 members 
Mstep: Class 13 contains 50074 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48640 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41691 members 
Mstep: Class 22 contains 49588 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 49958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163368.000000 Penalty: 82516.046875
Iteration 382Q: 26 clusters Score -1.101634e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47586 members 
Mstep: Class 4 contains 50116 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49002 members 
Mstep: Class 7 contains 30749 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51196 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 40313 members 
Mstep: Class 12 contains 51119 members 
Mstep: Class 13 contains 50129 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48656 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41710 members 
Mstep: Class 22 contains 49605 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 49870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163536.000000 Penalty: 82516.046875
Iteration 383Q: 26 clusters Score -1.101635e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47556 members 
Mstep: Class 4 contains 50114 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48980 members 
Mstep: Class 7 contains 30753 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51196 members 
Mstep: Class 10 contains 3668 members 
Mstep: Class 11 contains 40301 members 
Mstep: Class 12 contains 51128 members 
Mstep: Class 13 contains 50162 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48653 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41729 members 
Mstep: Class 22 contains 49626 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2416 members 
Mstep: Class 25 contains 49824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163456.000000 Penalty: 82516.046875
Iteration 384Q: 26 clusters Score -1.101635e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 4 contains 50124 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48971 members 
Mstep: Class 7 contains 30750 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51199 members 
Mstep: Class 10 contains 3666 members 
Mstep: Class 11 contains 40295 members 
Mstep: Class 12 contains 51134 members 
Mstep: Class 13 contains 50212 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48655 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41744 members 
Mstep: Class 22 contains 49632 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2419 members 
Mstep: Class 25 contains 49752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163520.000000 Penalty: 82516.046875
Iteration 385Q: 26 clusters Score -1.101635e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47535 members 
Mstep: Class 4 contains 50104 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48944 members 
Mstep: Class 7 contains 30752 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 51194 members 
Mstep: Class 10 contains 3667 members 
Mstep: Class 11 contains 40304 members 
Mstep: Class 12 contains 51109 members 
Mstep: Class 13 contains 50256 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48641 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41754 members 
Mstep: Class 22 contains 49649 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2419 members 
Mstep: Class 25 contains 49706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163688.000000 Penalty: 82516.046875
Iteration 386Q: 26 clusters Score -1.101637e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47549 members 
Mstep: Class 4 contains 50122 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48919 members 
Mstep: Class 7 contains 30748 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51193 members 
Mstep: Class 10 contains 3666 members 
Mstep: Class 11 contains 40302 members 
Mstep: Class 12 contains 51098 members 
Mstep: Class 13 contains 50308 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48633 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41760 members 
Mstep: Class 22 contains 49631 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2412 members 
Mstep: Class 25 contains 49664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163568.000000 Penalty: 82516.046875
Iteration 387Q: 26 clusters Score -1.101636e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47560 members 
Mstep: Class 4 contains 50125 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48891 members 
Mstep: Class 7 contains 30750 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51186 members 
Mstep: Class 10 contains 3662 members 
Mstep: Class 11 contains 40288 members 
Mstep: Class 12 contains 51097 members 
Mstep: Class 13 contains 50369 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48634 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41754 members 
Mstep: Class 22 contains 49607 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 49636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163432.000000 Penalty: 82516.046875
Iteration 388Q: 26 clusters Score -1.101634e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47581 members 
Mstep: Class 4 contains 50114 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48878 members 
Mstep: Class 7 contains 30747 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51177 members 
Mstep: Class 10 contains 3661 members 
Mstep: Class 11 contains 40272 members 
Mstep: Class 12 contains 51120 members 
Mstep: Class 13 contains 50403 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48631 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41737 members 
Mstep: Class 22 contains 49587 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2412 members 
Mstep: Class 25 contains 49611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163608.000000 Penalty: 82516.046875
Iteration 389Q: 26 clusters Score -1.101636e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47596 members 
Mstep: Class 4 contains 50123 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48868 members 
Mstep: Class 7 contains 30741 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51176 members 
Mstep: Class 10 contains 3659 members 
Mstep: Class 11 contains 40254 members 
Mstep: Class 12 contains 51143 members 
Mstep: Class 13 contains 50442 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48641 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41719 members 
Mstep: Class 22 contains 49572 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2411 members 
Mstep: Class 25 contains 49547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163552.000000 Penalty: 82516.046875
Iteration 390Q: 26 clusters Score -1.101636e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47629 members 
Mstep: Class 4 contains 50149 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48862 members 
Mstep: Class 7 contains 30739 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51175 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 40241 members 
Mstep: Class 12 contains 51156 members 
Mstep: Class 13 contains 50482 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48635 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41699 members 
Mstep: Class 22 contains 49565 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2411 members 
Mstep: Class 25 contains 49473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163296.000000 Penalty: 82516.046875
Iteration 391Q: 26 clusters Score -1.101633e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47644 members 
Mstep: Class 4 contains 50174 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48869 members 
Mstep: Class 7 contains 30737 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51180 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 40229 members 
Mstep: Class 12 contains 51160 members 
Mstep: Class 13 contains 50515 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48631 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41673 members 
Mstep: Class 22 contains 49541 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2411 members 
Mstep: Class 25 contains 49457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163352.000000 Penalty: 82516.046875
Iteration 392Q: 26 clusters Score -1.101634e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47647 members 
Mstep: Class 4 contains 50203 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48867 members 
Mstep: Class 7 contains 30735 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51176 members 
Mstep: Class 10 contains 3649 members 
Mstep: Class 11 contains 40231 members 
Mstep: Class 12 contains 51167 members 
Mstep: Class 13 contains 50551 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48626 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41653 members 
Mstep: Class 22 contains 49527 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 49417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163248.000000 Penalty: 82516.046875
Iteration 393Q: 26 clusters Score -1.101632e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47669 members 
Mstep: Class 4 contains 50193 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48873 members 
Mstep: Class 7 contains 30741 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51171 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 40229 members 
Mstep: Class 12 contains 51156 members 
Mstep: Class 13 contains 50609 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48646 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41608 members 
Mstep: Class 22 contains 49515 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 49383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163288.000000 Penalty: 82516.046875
Iteration 394Q: 26 clusters Score -1.101633e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47686 members 
Mstep: Class 4 contains 50151 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48902 members 
Mstep: Class 7 contains 30751 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51161 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 40221 members 
Mstep: Class 12 contains 51143 members 
Mstep: Class 13 contains 50673 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48655 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41596 members 
Mstep: Class 22 contains 49486 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 49355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163296.000000 Penalty: 82516.046875
Iteration 395Q: 26 clusters Score -1.101633e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47707 members 
Mstep: Class 4 contains 50171 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48894 members 
Mstep: Class 7 contains 30758 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51149 members 
Mstep: Class 10 contains 3630 members 
Mstep: Class 11 contains 40221 members 
Mstep: Class 12 contains 51136 members 
Mstep: Class 13 contains 50669 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48667 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41586 members 
Mstep: Class 22 contains 49464 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2405 members 
Mstep: Class 25 contains 49335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163320.000000 Penalty: 82516.046875
Iteration 396Q: 26 clusters Score -1.101633e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47731 members 
Mstep: Class 4 contains 50166 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48920 members 
Mstep: Class 7 contains 30758 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51140 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 40226 members 
Mstep: Class 12 contains 51133 members 
Mstep: Class 13 contains 50707 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48656 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41560 members 
Mstep: Class 22 contains 49444 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2406 members 
Mstep: Class 25 contains 49299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163224.000000 Penalty: 82516.046875
Iteration 397Q: 26 clusters Score -1.101632e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47743 members 
Mstep: Class 4 contains 50167 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48949 members 
Mstep: Class 7 contains 30752 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51140 members 
Mstep: Class 10 contains 3609 members 
Mstep: Class 11 contains 40215 members 
Mstep: Class 12 contains 51135 members 
Mstep: Class 13 contains 50729 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48651 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41551 members 
Mstep: Class 22 contains 49422 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 49261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163320.000000 Penalty: 82516.046875
Iteration 398Q: 26 clusters Score -1.101633e+08 nChanged 857
Entering ConstructFrom: 
Score: -110163320.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (29064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Entering Unmasked Estep 
Score: -5418659.500000 Penalty: 2548.759521
	Iteration 0F: 2 clusters Score -5418660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -5398778.000000 Penalty: 5097.519043
	Iteration 0F: 3 clusters Score -5398778 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -5406035.000000 Penalty: 5097.519043
	Iteration 1F: 3 clusters Score -5406035 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5406554.500000 Penalty: 5097.519043
	Iteration 2F: 3 clusters Score -5406554 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -5407101.500000 Penalty: 5097.519043
	Iteration 3Q: 3 clusters Score -5407102 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5407773.000000 Penalty: 5097.519043
	Iteration 4Q: 3 clusters Score -5407773 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -5408616.000000 Penalty: 5097.519043
	Iteration 5F: 3 clusters Score -5408616 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -5409805.500000 Penalty: 5097.519043
	Iteration 6F: 3 clusters Score -5409806 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -5411265.000000 Penalty: 5097.519043
	Iteration 7F: 3 clusters Score -5411265 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -5412882.000000 Penalty: 5097.519043
	Iteration 8F: 3 clusters Score -5412882 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5414126.500000 Penalty: 5097.519043
	Iteration 9F: 3 clusters Score -5414126 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5414906.000000 Penalty: 5097.519043
	Iteration 10Q: 3 clusters Score -5414906 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -5415243.000000 Penalty: 5097.519043
	Iteration 11Q: 3 clusters Score -5415243 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -5415449.500000 Penalty: 5097.519043
	Iteration 12Q: 3 clusters Score -5415450 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -5415598.000000 Penalty: 5097.519043
	Iteration 13Q: 3 clusters Score -5415598 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -5415763.000000 Penalty: 5097.519043
	Iteration 14Q: 3 clusters Score -5415763 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5415860.000000 Penalty: 5097.519043
	Iteration 15Q: 3 clusters Score -5415860 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -5415954.000000 Penalty: 5097.519043
	Iteration 16Q: 3 clusters Score -5415954 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -5416037.000000 Penalty: 5097.519043
	Iteration 17Q: 3 clusters Score -5416037 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -5416101.500000 Penalty: 5097.519043
	Iteration 18Q: 3 clusters Score -5416102 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -5416166.000000 Penalty: 5097.519043
	Iteration 19Q: 3 clusters Score -5416166 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5416202.000000 Penalty: 5097.519043
	Iteration 20F: 3 clusters Score -5416202 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -5416232.000000 Penalty: 5097.519043
	Iteration 21Q: 3 clusters Score -5416232 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -5416285.000000 Penalty: 5097.519043
	Iteration 22Q: 3 clusters Score -5416285 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -5416356.000000 Penalty: 5097.519043
	Iteration 23Q: 3 clusters Score -5416356 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -5416378.500000 Penalty: 5097.519043
	Iteration 24Q: 3 clusters Score -5416378 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -5416420.000000 Penalty: 5097.519043
	Iteration 25Q: 3 clusters Score -5416420 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -5416452.000000 Penalty: 5097.519043
	Iteration 26Q: 3 clusters Score -5416452 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -5416473.000000 Penalty: 5097.519043
	Iteration 27Q: 3 clusters Score -5416473 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -5416508.000000 Penalty: 5097.519043
	Iteration 28Q: 3 clusters Score -5416508 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -5416526.000000 Penalty: 5097.519043
	Iteration 29Q: 3 clusters Score -5416526 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -5416540.000000 Penalty: 5097.519043
	Iteration 30Q: 3 clusters Score -5416540 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -5416570.000000 Penalty: 5097.519043
	Iteration 31Q: 3 clusters Score -5416570 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -5416596.500000 Penalty: 5097.519043
	Iteration 32Q: 3 clusters Score -5416596 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -5416633.500000 Penalty: 5097.519043
	Iteration 33Q: 3 clusters Score -5416634 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -5416650.500000 Penalty: 5097.519043
	Iteration 34Q: 3 clusters Score -5416650 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -5416676.500000 Penalty: 5097.519043
	Iteration 35Q: 3 clusters Score -5416676 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5416696.500000 Penalty: 5097.519043
	Iteration 36Q: 3 clusters Score -5416696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5416720.000000 Penalty: 5097.519043
	Iteration 37Q: 3 clusters Score -5416720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -5416728.500000 Penalty: 5097.519043
	Iteration 38Q: 3 clusters Score -5416728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -5416747.000000 Penalty: 5097.519043
	Iteration 39Q: 3 clusters Score -5416747 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -5416761.500000 Penalty: 5097.519043
	Iteration 40F: 3 clusters Score -5416762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -5416767.000000 Penalty: 5097.519043
	Iteration 41Q: 3 clusters Score -5416767 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -5416767.000000 Penalty: 5097.519043
	Iteration 42Q: 3 clusters Score -5416767 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -5416792.000000 Penalty: 5097.519043
	Iteration 43Q: 3 clusters Score -5416792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -5416822.000000 Penalty: 5097.519043
	Iteration 44Q: 3 clusters Score -5416822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -5416824.000000 Penalty: 5097.519043
	Iteration 45Q: 3 clusters Score -5416824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -5416824.000000 Penalty: 5097.519043
	Iteration 46Q: 3 clusters Score -5416824 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -5416852.500000 Penalty: 5097.519043
	Iteration 47Q: 3 clusters Score -5416852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -5416855.000000 Penalty: 5097.519043
	Iteration 48Q: 3 clusters Score -5416855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -5416870.500000 Penalty: 5097.519043
	Iteration 49Q: 3 clusters Score -5416870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -5416885.000000 Penalty: 5097.519043
	Iteration 50Q: 3 clusters Score -5416885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5416892.000000 Penalty: 5097.519043
	Iteration 51Q: 3 clusters Score -5416892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -5416898.500000 Penalty: 5097.519043
	Iteration 52Q: 3 clusters Score -5416898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -5416906.000000 Penalty: 5097.519043
	Iteration 53Q: 3 clusters Score -5416906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5416918.000000 Penalty: 5097.519043
	Iteration 54Q: 3 clusters Score -5416918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -5416925.500000 Penalty: 5097.519043
	Iteration 55Q: 3 clusters Score -5416926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -5416922.000000 Penalty: 5097.519043
	Iteration 56Q: 3 clusters Score -5416922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -5416932.500000 Penalty: 5097.519043
	Iteration 57Q: 3 clusters Score -5416932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5416944.000000 Penalty: 5097.519043
	Iteration 58Q: 3 clusters Score -5416944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -5416942.000000 Penalty: 5097.519043
	Iteration 59Q: 3 clusters Score -5416942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -5416931.000000 Penalty: 5097.519043
	Iteration 60F: 3 clusters Score -5416931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -5416938.500000 Penalty: 5097.519043
	Iteration 61Q: 3 clusters Score -5416938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -5416942.500000 Penalty: 5097.519043
	Iteration 62Q: 3 clusters Score -5416942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -5416939.000000 Penalty: 5097.519043
	Iteration 63Q: 3 clusters Score -5416939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5416939.500000 Penalty: 5097.519043
	Iteration 64Q: 3 clusters Score -5416940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5416945.000000 Penalty: 5097.519043
	Iteration 65Q: 3 clusters Score -5416945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -5416944.500000 Penalty: 5097.519043
	Iteration 66Q: 3 clusters Score -5416944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -5416953.000000 Penalty: 5097.519043
	Iteration 67Q: 3 clusters Score -5416953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -5416952.500000 Penalty: 5097.519043
	Iteration 68Q: 3 clusters Score -5416952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -5416948.000000 Penalty: 5097.519043
	Iteration 69Q: 3 clusters Score -5416948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -5416951.500000 Penalty: 5097.519043
	Iteration 70Q: 3 clusters Score -5416952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -5416945.000000 Penalty: 5097.519043
	Iteration 71Q: 3 clusters Score -5416945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -5416944.000000 Penalty: 5097.519043
	Iteration 72Q: 3 clusters Score -5416944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5416953.000000 Penalty: 5097.519043
	Iteration 73Q: 3 clusters Score -5416953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -5416957.000000 Penalty: 5097.519043
	Iteration 74Q: 3 clusters Score -5416957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5416954.500000 Penalty: 5097.519043
	Iteration 75Q: 3 clusters Score -5416954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5416950.000000 Penalty: 5097.519043
	Iteration 76Q: 3 clusters Score -5416950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -5416948.500000 Penalty: 5097.519043
	Iteration 77Q: 3 clusters Score -5416948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -5416957.000000 Penalty: 5097.519043
	Iteration 78Q: 3 clusters Score -5416957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -5416950.000000 Penalty: 5097.519043
	Iteration 79Q: 3 clusters Score -5416950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -5416953.000000 Penalty: 5097.519043
	Iteration 80F: 3 clusters Score -5416953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -5416966.500000 Penalty: 5097.519043
	Iteration 81Q: 3 clusters Score -5416966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -5416966.500000 Penalty: 5097.519043
	Iteration 82Q: 3 clusters Score -5416966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -5416965.000000 Penalty: 5097.519043
	Iteration 83Q: 3 clusters Score -5416965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -5416972.500000 Penalty: 5097.519043
	Iteration 84Q: 3 clusters Score -5416972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -5416969.000000 Penalty: 5097.519043
	Iteration 85Q: 3 clusters Score -5416969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -5416973.500000 Penalty: 5097.519043
	Iteration 86Q: 3 clusters Score -5416974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -5416976.000000 Penalty: 5097.519043
	Iteration 87Q: 3 clusters Score -5416976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -5416970.500000 Penalty: 5097.519043
	Iteration 88Q: 3 clusters Score -5416970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -5416970.500000 Penalty: 5097.519043
	Iteration 89Q: 3 clusters Score -5416970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5416975.500000 Penalty: 5097.519043
	Iteration 90Q: 3 clusters Score -5416976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -5416983.500000 Penalty: 5097.519043
	Iteration 91Q: 3 clusters Score -5416984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -5416983.500000 Penalty: 5097.519043
	Iteration 92Q: 3 clusters Score -5416984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -5416987.500000 Penalty: 5097.519043
	Iteration 93Q: 3 clusters Score -5416988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -5416981.000000 Penalty: 5097.519043
	Iteration 94Q: 3 clusters Score -5416981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -5416985.500000 Penalty: 5097.519043
	Iteration 95Q: 3 clusters Score -5416986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -5416977.500000 Penalty: 5097.519043
	Iteration 96Q: 3 clusters Score -5416978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -5416981.500000 Penalty: 5097.519043
	Iteration 97Q: 3 clusters Score -5416982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -5416981.000000 Penalty: 5097.519043
	Iteration 98Q: 3 clusters Score -5416981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -5416980.000000 Penalty: 5097.519043
	Iteration 99Q: 3 clusters Score -5416980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -5416981.000000 Penalty: 5097.519043
	Iteration 100F: 3 clusters Score -5416981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -5416979.000000 Penalty: 5097.519043
	Iteration 101Q: 3 clusters Score -5416979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -5416979.000000 Penalty: 5097.519043
	Iteration 102Q: 3 clusters Score -5416979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -5416981.500000 Penalty: 5097.519043
	Iteration 103Q: 3 clusters Score -5416982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -5416981.500000 Penalty: 5097.519043
	Iteration 104F: 3 clusters Score -5416982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -81933.460938 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -81933.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -80630.945312 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -80630.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -80846.453125 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -80846.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -80957.250000 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -80957.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -81028.625000 Penalty: 2950.225586
	Iteration 3F: 3 clusters Score -81028.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -81071.554688 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -81071.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -81088.703125 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -81088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -81089.992188 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -81089.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -81091.171875 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -81091.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -81110.132812 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -81110.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -81122.093750 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -81122.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -81127.640625 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -81127.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -81130.210938 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -81130.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -81130.210938 Penalty: 2950.225586
	Iteration 12F: 3 clusters Score -81130.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Entering Unmasked Estep 
Score: -8843066.000000 Penalty: 2671.730225
	Iteration 0F: 2 clusters Score -8843066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -8811673.000000 Penalty: 5343.460449
	Iteration 0F: 3 clusters Score -8811673 nChanged 21871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -8823565.000000 Penalty: 5343.460449
	Iteration 1F: 3 clusters Score -8823565 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -8824095.000000 Penalty: 5343.460449
	Iteration 2Q: 3 clusters Score -8824095 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -8824489.000000 Penalty: 5343.460449
	Iteration 3Q: 3 clusters Score -8824489 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -8824838.000000 Penalty: 5343.460449
	Iteration 4Q: 3 clusters Score -8824838 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -8825132.000000 Penalty: 5343.460449
	Iteration 5Q: 3 clusters Score -8825132 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -8825494.000000 Penalty: 5343.460449
	Iteration 6Q: 3 clusters Score -8825494 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -8825938.000000 Penalty: 5343.460449
	Iteration 7Q: 3 clusters Score -8825938 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -8826613.000000 Penalty: 5343.460449
	Iteration 8Q: 3 clusters Score -8826613 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -8827475.000000 Penalty: 5343.460449
	Iteration 9Q: 3 clusters Score -8827475 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -8828731.000000 Penalty: 5343.460449
	Iteration 10Q: 3 clusters Score -8828731 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -8830370.000000 Penalty: 5343.460449
	Iteration 11Q: 3 clusters Score -8830370 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -8832188.000000 Penalty: 5343.460449
	Iteration 12F: 3 clusters Score -8832188 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -8833785.000000 Penalty: 5343.460449
	Iteration 13Q: 3 clusters Score -8833785 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -8835012.000000 Penalty: 5343.460449
	Iteration 14Q: 3 clusters Score -8835012 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -8835849.000000 Penalty: 5343.460449
	Iteration 15Q: 3 clusters Score -8835849 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -8836318.000000 Penalty: 5343.460449
	Iteration 16Q: 3 clusters Score -8836318 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -8836663.000000 Penalty: 5343.460449
	Iteration 17Q: 3 clusters Score -8836663 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -8836954.000000 Penalty: 5343.460449
	Iteration 18Q: 3 clusters Score -8836954 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -8837269.000000 Penalty: 5343.460449
	Iteration 19Q: 3 clusters Score -8837269 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -8837523.000000 Penalty: 5343.460449
	Iteration 20F: 3 clusters Score -8837523 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -8837729.000000 Penalty: 5343.460449
	Iteration 21Q: 3 clusters Score -8837729 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -8837997.000000 Penalty: 5343.460449
	Iteration 22Q: 3 clusters Score -8837997 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -8838297.000000 Penalty: 5343.460449
	Iteration 23Q: 3 clusters Score -8838297 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -8838464.000000 Penalty: 5343.460449
	Iteration 24Q: 3 clusters Score -8838464 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -8838685.000000 Penalty: 5343.460449
	Iteration 25Q: 3 clusters Score -8838685 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -8838861.000000 Penalty: 5343.460449
	Iteration 26Q: 3 clusters Score -8838861 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -8839021.000000 Penalty: 5343.460449
	Iteration 27Q: 3 clusters Score -8839021 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -8839205.000000 Penalty: 5343.460449
	Iteration 28Q: 3 clusters Score -8839205 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -8839392.000000 Penalty: 5343.460449
	Iteration 29Q: 3 clusters Score -8839392 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -8839549.000000 Penalty: 5343.460449
	Iteration 30Q: 3 clusters Score -8839549 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -8839693.000000 Penalty: 5343.460449
	Iteration 31Q: 3 clusters Score -8839693 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -8839870.000000 Penalty: 5343.460449
	Iteration 32Q: 3 clusters Score -8839870 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -8840019.000000 Penalty: 5343.460449
	Iteration 33Q: 3 clusters Score -8840019 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -8840186.000000 Penalty: 5343.460449
	Iteration 34Q: 3 clusters Score -8840186 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -8840335.000000 Penalty: 5343.460449
	Iteration 35Q: 3 clusters Score -8840335 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -8840417.000000 Penalty: 5343.460449
	Iteration 36Q: 3 clusters Score -8840417 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -8840522.000000 Penalty: 5343.460449
	Iteration 37Q: 3 clusters Score -8840522 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -8840602.000000 Penalty: 5343.460449
	Iteration 38Q: 3 clusters Score -8840602 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -8840661.000000 Penalty: 5343.460449
	Iteration 39Q: 3 clusters Score -8840661 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -8840718.000000 Penalty: 5343.460449
	Iteration 40F: 3 clusters Score -8840718 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -8840729.000000 Penalty: 5343.460449
	Iteration 41Q: 3 clusters Score -8840729 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -8840752.000000 Penalty: 5343.460449
	Iteration 42Q: 3 clusters Score -8840752 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8840780.000000 Penalty: 5343.460449
	Iteration 43Q: 3 clusters Score -8840780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -8840814.000000 Penalty: 5343.460449
	Iteration 44Q: 3 clusters Score -8840814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -8840842.000000 Penalty: 5343.460449
	Iteration 45Q: 3 clusters Score -8840842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -8840870.000000 Penalty: 5343.460449
	Iteration 46Q: 3 clusters Score -8840870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -8840880.000000 Penalty: 5343.460449
	Iteration 47Q: 3 clusters Score -8840880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -8840873.000000 Penalty: 5343.460449
	Iteration 48Q: 3 clusters Score -8840873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -8840888.000000 Penalty: 5343.460449
	Iteration 49Q: 3 clusters Score -8840888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -8840896.000000 Penalty: 5343.460449
	Iteration 50Q: 3 clusters Score -8840896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -8840899.000000 Penalty: 5343.460449
	Iteration 51Q: 3 clusters Score -8840899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -8840893.000000 Penalty: 5343.460449
	Iteration 52Q: 3 clusters Score -8840893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -8840900.000000 Penalty: 5343.460449
	Iteration 53Q: 3 clusters Score -8840900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -8840912.000000 Penalty: 5343.460449
	Iteration 54Q: 3 clusters Score -8840912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -8840916.000000 Penalty: 5343.460449
	Iteration 55Q: 3 clusters Score -8840916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -8840916.000000 Penalty: 5343.460449
	Iteration 56Q: 3 clusters Score -8840916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -8840919.000000 Penalty: 5343.460449
	Iteration 57Q: 3 clusters Score -8840919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -8840921.000000 Penalty: 5343.460449
	Iteration 58Q: 3 clusters Score -8840921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -8840925.000000 Penalty: 5343.460449
	Iteration 59Q: 3 clusters Score -8840925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -8840933.000000 Penalty: 5343.460449
	Iteration 60F: 3 clusters Score -8840933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -8840936.000000 Penalty: 5343.460449
	Iteration 61Q: 3 clusters Score -8840936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -8840942.000000 Penalty: 5343.460449
	Iteration 62Q: 3 clusters Score -8840942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -8840943.000000 Penalty: 5343.460449
	Iteration 63Q: 3 clusters Score -8840943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -8840936.000000 Penalty: 5343.460449
	Iteration 64Q: 3 clusters Score -8840936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -8840930.000000 Penalty: 5343.460449
	Iteration 65Q: 3 clusters Score -8840930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -8840933.000000 Penalty: 5343.460449
	Iteration 66Q: 3 clusters Score -8840933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -8840937.000000 Penalty: 5343.460449
	Iteration 67Q: 3 clusters Score -8840937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -8840942.000000 Penalty: 5343.460449
	Iteration 68Q: 3 clusters Score -8840942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -8840942.000000 Penalty: 5343.460449
	Iteration 69Q: 3 clusters Score -8840942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -8840942.000000 Penalty: 5343.460449
	Iteration 70F: 3 clusters Score -8840942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Entering Unmasked Estep 
Score: -9388131.000000 Penalty: 2684.359131
	Iteration 0F: 2 clusters Score -9388131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -9356381.000000 Penalty: 5368.718262
	Iteration 0F: 3 clusters Score -9356381 nChanged 23219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -9368951.000000 Penalty: 5368.718262
	Iteration 1F: 3 clusters Score -9368951 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -9369429.000000 Penalty: 5368.718262
	Iteration 2Q: 3 clusters Score -9369429 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -9369918.000000 Penalty: 5368.718262
	Iteration 3Q: 3 clusters Score -9369918 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -9370415.000000 Penalty: 5368.718262
	Iteration 4Q: 3 clusters Score -9370415 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -9371050.000000 Penalty: 5368.718262
	Iteration 5Q: 3 clusters Score -9371050 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -9371837.000000 Penalty: 5368.718262
	Iteration 6Q: 3 clusters Score -9371837 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -9372909.000000 Penalty: 5368.718262
	Iteration 7Q: 3 clusters Score -9372909 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -9374521.000000 Penalty: 5368.718262
	Iteration 8F: 3 clusters Score -9374521 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -9376718.000000 Penalty: 5368.718262
	Iteration 9F: 3 clusters Score -9376718 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -9379019.000000 Penalty: 5368.718262
	Iteration 10F: 3 clusters Score -9379019 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -9380924.000000 Penalty: 5368.718262
	Iteration 11Q: 3 clusters Score -9380924 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -9382289.000000 Penalty: 5368.718262
	Iteration 12Q: 3 clusters Score -9382289 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -9383201.000000 Penalty: 5368.718262
	Iteration 13Q: 3 clusters Score -9383201 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -9383961.000000 Penalty: 5368.718262
	Iteration 14Q: 3 clusters Score -9383961 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -9384439.000000 Penalty: 5368.718262
	Iteration 15Q: 3 clusters Score -9384439 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -9384776.000000 Penalty: 5368.718262
	Iteration 16Q: 3 clusters Score -9384776 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -9385154.000000 Penalty: 5368.718262
	Iteration 17Q: 3 clusters Score -9385154 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -9385437.000000 Penalty: 5368.718262
	Iteration 18Q: 3 clusters Score -9385437 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -9385585.000000 Penalty: 5368.718262
	Iteration 19Q: 3 clusters Score -9385585 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9385779.000000 Penalty: 5368.718262
	Iteration 20F: 3 clusters Score -9385779 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9385876.000000 Penalty: 5368.718262
	Iteration 21Q: 3 clusters Score -9385876 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9385973.000000 Penalty: 5368.718262
	Iteration 22Q: 3 clusters Score -9385973 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9386013.000000 Penalty: 5368.718262
	Iteration 23Q: 3 clusters Score -9386013 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9386023.000000 Penalty: 5368.718262
	Iteration 24Q: 3 clusters Score -9386023 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9386044.000000 Penalty: 5368.718262
	Iteration 25Q: 3 clusters Score -9386044 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9386045.000000 Penalty: 5368.718262
	Iteration 26Q: 3 clusters Score -9386045 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9386076.000000 Penalty: 5368.718262
	Iteration 27Q: 3 clusters Score -9386076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9386077.000000 Penalty: 5368.718262
	Iteration 28Q: 3 clusters Score -9386077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9386086.000000 Penalty: 5368.718262
	Iteration 29Q: 3 clusters Score -9386086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9386102.000000 Penalty: 5368.718262
	Iteration 30Q: 3 clusters Score -9386102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9386100.000000 Penalty: 5368.718262
	Iteration 31Q: 3 clusters Score -9386100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9386107.000000 Penalty: 5368.718262
	Iteration 32Q: 3 clusters Score -9386107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9386099.000000 Penalty: 5368.718262
	Iteration 33Q: 3 clusters Score -9386099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9386103.000000 Penalty: 5368.718262
	Iteration 34Q: 3 clusters Score -9386103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9386095.000000 Penalty: 5368.718262
	Iteration 35Q: 3 clusters Score -9386095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9386097.000000 Penalty: 5368.718262
	Iteration 36Q: 3 clusters Score -9386097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9386099.000000 Penalty: 5368.718262
	Iteration 37Q: 3 clusters Score -9386099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9386103.000000 Penalty: 5368.718262
	Iteration 38Q: 3 clusters Score -9386103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9386115.000000 Penalty: 5368.718262
	Iteration 39Q: 3 clusters Score -9386115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9386112.000000 Penalty: 5368.718262
	Iteration 40F: 3 clusters Score -9386112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9386122.000000 Penalty: 5368.718262
	Iteration 41Q: 3 clusters Score -9386122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9386122.000000 Penalty: 5368.718262
	Iteration 42Q: 3 clusters Score -9386122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9386117.000000 Penalty: 5368.718262
	Iteration 43Q: 3 clusters Score -9386117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9386119.000000 Penalty: 5368.718262
	Iteration 44Q: 3 clusters Score -9386119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9386121.000000 Penalty: 5368.718262
	Iteration 45Q: 3 clusters Score -9386121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9386124.000000 Penalty: 5368.718262
	Iteration 46Q: 3 clusters Score -9386124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9386125.000000 Penalty: 5368.718262
	Iteration 47Q: 3 clusters Score -9386125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9386122.000000 Penalty: 5368.718262
	Iteration 48Q: 3 clusters Score -9386122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9386129.000000 Penalty: 5368.718262
	Iteration 49Q: 3 clusters Score -9386129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9386122.000000 Penalty: 5368.718262
	Iteration 50Q: 3 clusters Score -9386122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9386133.000000 Penalty: 5368.718262
	Iteration 51Q: 3 clusters Score -9386133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9386132.000000 Penalty: 5368.718262
	Iteration 52Q: 3 clusters Score -9386132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9386139.000000 Penalty: 5368.718262
	Iteration 53Q: 3 clusters Score -9386139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9386132.000000 Penalty: 5368.718262
	Iteration 54Q: 3 clusters Score -9386132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9386125.000000 Penalty: 5368.718262
	Iteration 55Q: 3 clusters Score -9386125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9386125.000000 Penalty: 5368.718262
	Iteration 56F: 3 clusters Score -9386125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -422595.281250 Penalty: 1936.564819
	Iteration 0F: 2 clusters Score -422595.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -419690.500000 Penalty: 3873.129639
	Iteration 0F: 3 clusters Score -419690.5 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -420265.062500 Penalty: 3873.129639
	Iteration 1F: 3 clusters Score -420265.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -420501.437500 Penalty: 3873.129639
	Iteration 2F: 3 clusters Score -420501.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -420659.781250 Penalty: 3873.129639
	Iteration 3F: 3 clusters Score -420659.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -420798.375000 Penalty: 3873.129639
	Iteration 4F: 3 clusters Score -420798.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -420888.062500 Penalty: 3873.129639
	Iteration 5Q: 3 clusters Score -420888.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -420983.375000 Penalty: 3873.129639
	Iteration 6Q: 3 clusters Score -420983.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -421087.468750 Penalty: 3873.129639
	Iteration 7Q: 3 clusters Score -421087.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -421223.562500 Penalty: 3873.129639
	Iteration 8Q: 3 clusters Score -421223.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -421341.187500 Penalty: 3873.129639
	Iteration 9Q: 3 clusters Score -421341.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -421438.843750 Penalty: 3873.129639
	Iteration 10Q: 3 clusters Score -421438.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -421518.281250 Penalty: 3873.129639
	Iteration 11Q: 3 clusters Score -421518.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -421596.312500 Penalty: 3873.129639
	Iteration 12Q: 3 clusters Score -421596.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -421663.968750 Penalty: 3873.129639
	Iteration 13Q: 3 clusters Score -421664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -421711.031250 Penalty: 3873.129639
	Iteration 14Q: 3 clusters Score -421711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -421753.593750 Penalty: 3873.129639
	Iteration 15Q: 3 clusters Score -421753.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -421774.406250 Penalty: 3873.129639
	Iteration 16Q: 3 clusters Score -421774.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -421783.718750 Penalty: 3873.129639
	Iteration 17Q: 3 clusters Score -421783.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -421790.843750 Penalty: 3873.129639
	Iteration 18Q: 3 clusters Score -421790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -421795.656250 Penalty: 3873.129639
	Iteration 19Q: 3 clusters Score -421795.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -421800.937500 Penalty: 3873.129639
	Iteration 20F: 3 clusters Score -421800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -421806.593750 Penalty: 3873.129639
	Iteration 21Q: 3 clusters Score -421806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -421810.562500 Penalty: 3873.129639
	Iteration 22Q: 3 clusters Score -421810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -421816.437500 Penalty: 3873.129639
	Iteration 23Q: 3 clusters Score -421816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -421826.375000 Penalty: 3873.129639
	Iteration 24Q: 3 clusters Score -421826.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -421831.750000 Penalty: 3873.129639
	Iteration 25Q: 3 clusters Score -421831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -421836.125000 Penalty: 3873.129639
	Iteration 26Q: 3 clusters Score -421836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -421840.031250 Penalty: 3873.129639
	Iteration 27Q: 3 clusters Score -421840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -421842.312500 Penalty: 3873.129639
	Iteration 28Q: 3 clusters Score -421842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -421844.312500 Penalty: 3873.129639
	Iteration 29Q: 3 clusters Score -421844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -421847.781250 Penalty: 3873.129639
	Iteration 30Q: 3 clusters Score -421847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -421849.500000 Penalty: 3873.129639
	Iteration 31Q: 3 clusters Score -421849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -421850.656250 Penalty: 3873.129639
	Iteration 32Q: 3 clusters Score -421850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -421854.031250 Penalty: 3873.129639
	Iteration 33Q: 3 clusters Score -421854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -421861.281250 Penalty: 3873.129639
	Iteration 34Q: 3 clusters Score -421861.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -421867.125000 Penalty: 3873.129639
	Iteration 35Q: 3 clusters Score -421867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -421867.187500 Penalty: 3873.129639
	Iteration 36Q: 3 clusters Score -421867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -421868.250000 Penalty: 3873.129639
	Iteration 37Q: 3 clusters Score -421868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -421869.625000 Penalty: 3873.129639
	Iteration 38Q: 3 clusters Score -421869.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -421870.625000 Penalty: 3873.129639
	Iteration 39Q: 3 clusters Score -421870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -421871.625000 Penalty: 3873.129639
	Iteration 40F: 3 clusters Score -421871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -421872.218750 Penalty: 3873.129639
	Iteration 41Q: 3 clusters Score -421872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -421872.218750 Penalty: 3873.129639
	Iteration 42F: 3 clusters Score -421872.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Entering Unmasked Estep 
Score: -9102782.000000 Penalty: 2678.046631
	Iteration 0F: 2 clusters Score -9102782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -9070704.000000 Penalty: 5356.093262
	Iteration 0F: 3 clusters Score -9070704 nChanged 22729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -9083446.000000 Penalty: 5356.093262
	Iteration 1F: 3 clusters Score -9083446 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -9084178.000000 Penalty: 5356.093262
	Iteration 2Q: 3 clusters Score -9084178 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -9085113.000000 Penalty: 5356.093262
	Iteration 3Q: 3 clusters Score -9085113 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -9086463.000000 Penalty: 5356.093262
	Iteration 4F: 3 clusters Score -9086463 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -9088586.000000 Penalty: 5356.093262
	Iteration 5F: 3 clusters Score -9088586 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -9091506.000000 Penalty: 5356.093262
	Iteration 6F: 3 clusters Score -9091506 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -9094972.000000 Penalty: 5356.093262
	Iteration 7F: 3 clusters Score -9094972 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -9097921.000000 Penalty: 5356.093262
	Iteration 8F: 3 clusters Score -9097921 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -9099571.000000 Penalty: 5356.093262
	Iteration 9Q: 3 clusters Score -9099571 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -9100104.000000 Penalty: 5356.093262
	Iteration 10Q: 3 clusters Score -9100104 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -9100324.000000 Penalty: 5356.093262
	Iteration 11Q: 3 clusters Score -9100324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -9100422.000000 Penalty: 5356.093262
	Iteration 12Q: 3 clusters Score -9100422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -9100456.000000 Penalty: 5356.093262
	Iteration 13Q: 3 clusters Score -9100456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -9100496.000000 Penalty: 5356.093262
	Iteration 14Q: 3 clusters Score -9100496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -9100507.000000 Penalty: 5356.093262
	Iteration 15Q: 3 clusters Score -9100507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -9100512.000000 Penalty: 5356.093262
	Iteration 16Q: 3 clusters Score -9100512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -9100517.000000 Penalty: 5356.093262
	Iteration 17Q: 3 clusters Score -9100517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -9100515.000000 Penalty: 5356.093262
	Iteration 18Q: 3 clusters Score -9100515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -9100520.000000 Penalty: 5356.093262
	Iteration 19Q: 3 clusters Score -9100520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -9100521.000000 Penalty: 5356.093262
	Iteration 20F: 3 clusters Score -9100521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Entering Unmasked Estep 
Score: -5542159.500000 Penalty: 2562.719727
	Iteration 0F: 2 clusters Score -5542160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -5521162.500000 Penalty: 5125.439453
	Iteration 0F: 3 clusters Score -5521162 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -5528760.000000 Penalty: 5125.439453
	Iteration 1F: 3 clusters Score -5528760 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -5529271.000000 Penalty: 5125.439453
	Iteration 2Q: 3 clusters Score -5529271 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -5529822.000000 Penalty: 5125.439453
	Iteration 3Q: 3 clusters Score -5529822 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -5530542.000000 Penalty: 5125.439453
	Iteration 4Q: 3 clusters Score -5530542 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -5531487.000000 Penalty: 5125.439453
	Iteration 5F: 3 clusters Score -5531487 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -5532748.500000 Penalty: 5125.439453
	Iteration 6F: 3 clusters Score -5532748 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5534406.500000 Penalty: 5125.439453
	Iteration 7F: 3 clusters Score -5534406 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5536199.000000 Penalty: 5125.439453
	Iteration 8F: 3 clusters Score -5536199 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -5537813.500000 Penalty: 5125.439453
	Iteration 9F: 3 clusters Score -5537814 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -5539055.500000 Penalty: 5125.439453
	Iteration 10Q: 3 clusters Score -5539056 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -5539697.500000 Penalty: 5125.439453
	Iteration 11Q: 3 clusters Score -5539698 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5539966.500000 Penalty: 5125.439453
	Iteration 12Q: 3 clusters Score -5539966 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -5540064.500000 Penalty: 5125.439453
	Iteration 13Q: 3 clusters Score -5540064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -5540106.000000 Penalty: 5125.439453
	Iteration 14Q: 3 clusters Score -5540106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -5540150.000000 Penalty: 5125.439453
	Iteration 15Q: 3 clusters Score -5540150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -5540162.500000 Penalty: 5125.439453
	Iteration 16Q: 3 clusters Score -5540162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -5540177.000000 Penalty: 5125.439453
	Iteration 17Q: 3 clusters Score -5540177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -5540183.500000 Penalty: 5125.439453
	Iteration 18Q: 3 clusters Score -5540184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -5540185.500000 Penalty: 5125.439453
	Iteration 19Q: 3 clusters Score -5540186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -5540195.500000 Penalty: 5125.439453
	Iteration 20F: 3 clusters Score -5540196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -5540203.000000 Penalty: 5125.439453
	Iteration 21Q: 3 clusters Score -5540203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -5540205.500000 Penalty: 5125.439453
	Iteration 22Q: 3 clusters Score -5540206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -5540214.000000 Penalty: 5125.439453
	Iteration 23Q: 3 clusters Score -5540214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -5540213.500000 Penalty: 5125.439453
	Iteration 24Q: 3 clusters Score -5540214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -5540220.000000 Penalty: 5125.439453
	Iteration 25Q: 3 clusters Score -5540220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -5540232.500000 Penalty: 5125.439453
	Iteration 26Q: 3 clusters Score -5540232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -5540241.000000 Penalty: 5125.439453
	Iteration 27Q: 3 clusters Score -5540241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -5540244.500000 Penalty: 5125.439453
	Iteration 28Q: 3 clusters Score -5540244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -5540238.000000 Penalty: 5125.439453
	Iteration 29Q: 3 clusters Score -5540238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -5540247.000000 Penalty: 5125.439453
	Iteration 30Q: 3 clusters Score -5540247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -5540249.000000 Penalty: 5125.439453
	Iteration 31Q: 3 clusters Score -5540249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -5540254.500000 Penalty: 5125.439453
	Iteration 32Q: 3 clusters Score -5540254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -5540245.500000 Penalty: 5125.439453
	Iteration 33Q: 3 clusters Score -5540246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -5540254.000000 Penalty: 5125.439453
	Iteration 34Q: 3 clusters Score -5540254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -5540260.000000 Penalty: 5125.439453
	Iteration 35Q: 3 clusters Score -5540260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -5540265.000000 Penalty: 5125.439453
	Iteration 36Q: 3 clusters Score -5540265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5540267.500000 Penalty: 5125.439453
	Iteration 37Q: 3 clusters Score -5540268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5540267.500000 Penalty: 5125.439453
	Iteration 38Q: 3 clusters Score -5540268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -5540280.500000 Penalty: 5125.439453
	Iteration 39Q: 3 clusters Score -5540280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -5540280.000000 Penalty: 5125.439453
	Iteration 40F: 3 clusters Score -5540280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -5540278.500000 Penalty: 5125.439453
	Iteration 41Q: 3 clusters Score -5540278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -5540279.500000 Penalty: 5125.439453
	Iteration 42Q: 3 clusters Score -5540280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5540275.500000 Penalty: 5125.439453
	Iteration 43Q: 3 clusters Score -5540276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5540275.500000 Penalty: 5125.439453
	Iteration 44F: 3 clusters Score -5540276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -181214.046875 Penalty: 1749.717529
	Iteration 0F: 2 clusters Score -181214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -179240.906250 Penalty: 3499.435059
	Iteration 0F: 3 clusters Score -179240.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -179665.718750 Penalty: 3499.435059
	Iteration 1F: 3 clusters Score -179665.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179818.390625 Penalty: 3499.435059
	Iteration 2F: 3 clusters Score -179818.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -179933.875000 Penalty: 3499.435059
	Iteration 3F: 3 clusters Score -179933.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -180061.515625 Penalty: 3499.435059
	Iteration 4Q: 3 clusters Score -180061.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -180169.906250 Penalty: 3499.435059
	Iteration 5Q: 3 clusters Score -180169.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -180254.281250 Penalty: 3499.435059
	Iteration 6Q: 3 clusters Score -180254.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -180347.921875 Penalty: 3499.435059
	Iteration 7Q: 3 clusters Score -180347.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180461.718750 Penalty: 3499.435059
	Iteration 8Q: 3 clusters Score -180461.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -180525.640625 Penalty: 3499.435059
	Iteration 9Q: 3 clusters Score -180525.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -180567.812500 Penalty: 3499.435059
	Iteration 10Q: 3 clusters Score -180567.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -180601.593750 Penalty: 3499.435059
	Iteration 11Q: 3 clusters Score -180601.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -180623.609375 Penalty: 3499.435059
	Iteration 12Q: 3 clusters Score -180623.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -180642.734375 Penalty: 3499.435059
	Iteration 13Q: 3 clusters Score -180642.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -180658.687500 Penalty: 3499.435059
	Iteration 14Q: 3 clusters Score -180658.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -180673.328125 Penalty: 3499.435059
	Iteration 15Q: 3 clusters Score -180673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -180679.640625 Penalty: 3499.435059
	Iteration 16Q: 3 clusters Score -180679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -180687.109375 Penalty: 3499.435059
	Iteration 17Q: 3 clusters Score -180687.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -180692.406250 Penalty: 3499.435059
	Iteration 18Q: 3 clusters Score -180692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -180698.312500 Penalty: 3499.435059
	Iteration 19Q: 3 clusters Score -180698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -180702.187500 Penalty: 3499.435059
	Iteration 20F: 3 clusters Score -180702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -180716.328125 Penalty: 3499.435059
	Iteration 21Q: 3 clusters Score -180716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -180725.359375 Penalty: 3499.435059
	Iteration 22Q: 3 clusters Score -180725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -180731.015625 Penalty: 3499.435059
	Iteration 23Q: 3 clusters Score -180731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -180734.125000 Penalty: 3499.435059
	Iteration 24Q: 3 clusters Score -180734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -180736.796875 Penalty: 3499.435059
	Iteration 25Q: 3 clusters Score -180736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -180739.593750 Penalty: 3499.435059
	Iteration 26Q: 3 clusters Score -180739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -180741.906250 Penalty: 3499.435059
	Iteration 27Q: 3 clusters Score -180741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -180742.453125 Penalty: 3499.435059
	Iteration 28Q: 3 clusters Score -180742.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -180742.453125 Penalty: 3499.435059
	Iteration 29F: 3 clusters Score -180742.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Entering Unmasked Estep 
Score: -9412059.000000 Penalty: 2688.997559
	Iteration 0F: 2 clusters Score -9412059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -9378808.000000 Penalty: 5377.995117
	Iteration 0F: 3 clusters Score -9378808 nChanged 23570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -9391897.000000 Penalty: 5377.995117
	Iteration 1F: 3 clusters Score -9391897 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -9392483.000000 Penalty: 5377.995117
	Iteration 2Q: 3 clusters Score -9392483 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -9393147.000000 Penalty: 5377.995117
	Iteration 3Q: 3 clusters Score -9393147 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -9394013.000000 Penalty: 5377.995117
	Iteration 4Q: 3 clusters Score -9394013 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -9395304.000000 Penalty: 5377.995117
	Iteration 5Q: 3 clusters Score -9395304 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -9397135.000000 Penalty: 5377.995117
	Iteration 6F: 3 clusters Score -9397135 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -9399710.000000 Penalty: 5377.995117
	Iteration 7F: 3 clusters Score -9399710 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -9402807.000000 Penalty: 5377.995117
	Iteration 8F: 3 clusters Score -9402807 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -9404962.000000 Penalty: 5377.995117
	Iteration 9F: 3 clusters Score -9404962 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -9405942.000000 Penalty: 5377.995117
	Iteration 10Q: 3 clusters Score -9405942 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -9406382.000000 Penalty: 5377.995117
	Iteration 11Q: 3 clusters Score -9406382 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -9406628.000000 Penalty: 5377.995117
	Iteration 12Q: 3 clusters Score -9406628 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -9406881.000000 Penalty: 5377.995117
	Iteration 13Q: 3 clusters Score -9406881 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -9407211.000000 Penalty: 5377.995117
	Iteration 14Q: 3 clusters Score -9407211 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -9407486.000000 Penalty: 5377.995117
	Iteration 15Q: 3 clusters Score -9407486 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -9407714.000000 Penalty: 5377.995117
	Iteration 16Q: 3 clusters Score -9407714 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -9407905.000000 Penalty: 5377.995117
	Iteration 17Q: 3 clusters Score -9407905 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -9408018.000000 Penalty: 5377.995117
	Iteration 18Q: 3 clusters Score -9408018 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -9408116.000000 Penalty: 5377.995117
	Iteration 19Q: 3 clusters Score -9408116 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -9408221.000000 Penalty: 5377.995117
	Iteration 20F: 3 clusters Score -9408221 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -9408278.000000 Penalty: 5377.995117
	Iteration 21Q: 3 clusters Score -9408278 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -9408355.000000 Penalty: 5377.995117
	Iteration 22Q: 3 clusters Score -9408355 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -9408438.000000 Penalty: 5377.995117
	Iteration 23Q: 3 clusters Score -9408438 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -9408476.000000 Penalty: 5377.995117
	Iteration 24Q: 3 clusters Score -9408476 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -9408553.000000 Penalty: 5377.995117
	Iteration 25Q: 3 clusters Score -9408553 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -9408646.000000 Penalty: 5377.995117
	Iteration 26Q: 3 clusters Score -9408646 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -9408694.000000 Penalty: 5377.995117
	Iteration 27Q: 3 clusters Score -9408694 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -9408724.000000 Penalty: 5377.995117
	Iteration 28Q: 3 clusters Score -9408724 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -9408768.000000 Penalty: 5377.995117
	Iteration 29Q: 3 clusters Score -9408768 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -9408795.000000 Penalty: 5377.995117
	Iteration 30Q: 3 clusters Score -9408795 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -9408837.000000 Penalty: 5377.995117
	Iteration 31Q: 3 clusters Score -9408837 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -9408898.000000 Penalty: 5377.995117
	Iteration 32Q: 3 clusters Score -9408898 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -9408942.000000 Penalty: 5377.995117
	Iteration 33Q: 3 clusters Score -9408942 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -9408951.000000 Penalty: 5377.995117
	Iteration 34Q: 3 clusters Score -9408951 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -9409006.000000 Penalty: 5377.995117
	Iteration 35Q: 3 clusters Score -9409006 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -9409032.000000 Penalty: 5377.995117
	Iteration 36Q: 3 clusters Score -9409032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -9409043.000000 Penalty: 5377.995117
	Iteration 37Q: 3 clusters Score -9409043 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -9409092.000000 Penalty: 5377.995117
	Iteration 38Q: 3 clusters Score -9409092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -9409115.000000 Penalty: 5377.995117
	Iteration 39Q: 3 clusters Score -9409115 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -9409132.000000 Penalty: 5377.995117
	Iteration 40F: 3 clusters Score -9409132 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -9409170.000000 Penalty: 5377.995117
	Iteration 41Q: 3 clusters Score -9409170 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -9409203.000000 Penalty: 5377.995117
	Iteration 42Q: 3 clusters Score -9409203 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -9409224.000000 Penalty: 5377.995117
	Iteration 43Q: 3 clusters Score -9409224 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -9409264.000000 Penalty: 5377.995117
	Iteration 44Q: 3 clusters Score -9409264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -9409281.000000 Penalty: 5377.995117
	Iteration 45Q: 3 clusters Score -9409281 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -9409299.000000 Penalty: 5377.995117
	Iteration 46Q: 3 clusters Score -9409299 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -9409298.000000 Penalty: 5377.995117
	Iteration 47Q: 3 clusters Score -9409298 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -9409313.000000 Penalty: 5377.995117
	Iteration 48Q: 3 clusters Score -9409313 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -9409326.000000 Penalty: 5377.995117
	Iteration 49Q: 3 clusters Score -9409326 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -9409344.000000 Penalty: 5377.995117
	Iteration 50Q: 3 clusters Score -9409344 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -9409377.000000 Penalty: 5377.995117
	Iteration 51Q: 3 clusters Score -9409377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -9409419.000000 Penalty: 5377.995117
	Iteration 52Q: 3 clusters Score -9409419 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -9409467.000000 Penalty: 5377.995117
	Iteration 53Q: 3 clusters Score -9409467 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -9409489.000000 Penalty: 5377.995117
	Iteration 54Q: 3 clusters Score -9409489 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -9409549.000000 Penalty: 5377.995117
	Iteration 55Q: 3 clusters Score -9409549 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -9409585.000000 Penalty: 5377.995117
	Iteration 56Q: 3 clusters Score -9409585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -9409600.000000 Penalty: 5377.995117
	Iteration 57Q: 3 clusters Score -9409600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -9409613.000000 Penalty: 5377.995117
	Iteration 58Q: 3 clusters Score -9409613 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -9409642.000000 Penalty: 5377.995117
	Iteration 59Q: 3 clusters Score -9409642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -9409668.000000 Penalty: 5377.995117
	Iteration 60F: 3 clusters Score -9409668 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -9409701.000000 Penalty: 5377.995117
	Iteration 61Q: 3 clusters Score -9409701 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -9409747.000000 Penalty: 5377.995117
	Iteration 62Q: 3 clusters Score -9409747 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -9409769.000000 Penalty: 5377.995117
	Iteration 63Q: 3 clusters Score -9409769 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -9409794.000000 Penalty: 5377.995117
	Iteration 64Q: 3 clusters Score -9409794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -9409786.000000 Penalty: 5377.995117
	Iteration 65Q: 3 clusters Score -9409786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -9409848.000000 Penalty: 5377.995117
	Iteration 66Q: 3 clusters Score -9409848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -9409851.000000 Penalty: 5377.995117
	Iteration 67Q: 3 clusters Score -9409851 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -9409881.000000 Penalty: 5377.995117
	Iteration 68Q: 3 clusters Score -9409881 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -9409892.000000 Penalty: 5377.995117
	Iteration 69Q: 3 clusters Score -9409892 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -9409897.000000 Penalty: 5377.995117
	Iteration 70Q: 3 clusters Score -9409897 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -9409919.000000 Penalty: 5377.995117
	Iteration 71Q: 3 clusters Score -9409919 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -9409943.000000 Penalty: 5377.995117
	Iteration 72Q: 3 clusters Score -9409943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -9409980.000000 Penalty: 5377.995117
	Iteration 73Q: 3 clusters Score -9409980 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -9410003.000000 Penalty: 5377.995117
	Iteration 74Q: 3 clusters Score -9410003 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -9410013.000000 Penalty: 5377.995117
	Iteration 75Q: 3 clusters Score -9410013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -9410051.000000 Penalty: 5377.995117
	Iteration 76Q: 3 clusters Score -9410051 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -9410076.000000 Penalty: 5377.995117
	Iteration 77Q: 3 clusters Score -9410076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -9410060.000000 Penalty: 5377.995117
	Iteration 78Q: 3 clusters Score -9410060 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -9410070.000000 Penalty: 5377.995117
	Iteration 79Q: 3 clusters Score -9410070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -9410095.000000 Penalty: 5377.995117
	Iteration 80F: 3 clusters Score -9410095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -9410097.000000 Penalty: 5377.995117
	Iteration 81Q: 3 clusters Score -9410097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -9410107.000000 Penalty: 5377.995117
	Iteration 82Q: 3 clusters Score -9410107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -9410127.000000 Penalty: 5377.995117
	Iteration 83Q: 3 clusters Score -9410127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -9410135.000000 Penalty: 5377.995117
	Iteration 84Q: 3 clusters Score -9410135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -9410141.000000 Penalty: 5377.995117
	Iteration 85Q: 3 clusters Score -9410141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -9410138.000000 Penalty: 5377.995117
	Iteration 86Q: 3 clusters Score -9410138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -9410152.000000 Penalty: 5377.995117
	Iteration 87Q: 3 clusters Score -9410152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -9410165.000000 Penalty: 5377.995117
	Iteration 88Q: 3 clusters Score -9410165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -9410167.000000 Penalty: 5377.995117
	Iteration 89Q: 3 clusters Score -9410167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -9410187.000000 Penalty: 5377.995117
	Iteration 90Q: 3 clusters Score -9410187 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -9410199.000000 Penalty: 5377.995117
	Iteration 91Q: 3 clusters Score -9410199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -9410239.000000 Penalty: 5377.995117
	Iteration 92Q: 3 clusters Score -9410239 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -9410270.000000 Penalty: 5377.995117
	Iteration 93Q: 3 clusters Score -9410270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -9410293.000000 Penalty: 5377.995117
	Iteration 94Q: 3 clusters Score -9410293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -9410306.000000 Penalty: 5377.995117
	Iteration 95Q: 3 clusters Score -9410306 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -9410336.000000 Penalty: 5377.995117
	Iteration 96Q: 3 clusters Score -9410336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -9410346.000000 Penalty: 5377.995117
	Iteration 97Q: 3 clusters Score -9410346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -9410357.000000 Penalty: 5377.995117
	Iteration 98Q: 3 clusters Score -9410357 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -9410353.000000 Penalty: 5377.995117
	Iteration 99Q: 3 clusters Score -9410353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -9410373.000000 Penalty: 5377.995117
	Iteration 100F: 3 clusters Score -9410373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -9410393.000000 Penalty: 5377.995117
	Iteration 101Q: 3 clusters Score -9410393 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -9410422.000000 Penalty: 5377.995117
	Iteration 102Q: 3 clusters Score -9410422 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -9410448.000000 Penalty: 5377.995117
	Iteration 103Q: 3 clusters Score -9410448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -9410444.000000 Penalty: 5377.995117
	Iteration 104Q: 3 clusters Score -9410444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -9410464.000000 Penalty: 5377.995117
	Iteration 105Q: 3 clusters Score -9410464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -9410485.000000 Penalty: 5377.995117
	Iteration 106Q: 3 clusters Score -9410485 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -9410481.000000 Penalty: 5377.995117
	Iteration 107Q: 3 clusters Score -9410481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -9410497.000000 Penalty: 5377.995117
	Iteration 108Q: 3 clusters Score -9410497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -9410501.000000 Penalty: 5377.995117
	Iteration 109Q: 3 clusters Score -9410501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -9410493.000000 Penalty: 5377.995117
	Iteration 110Q: 3 clusters Score -9410493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -9410517.000000 Penalty: 5377.995117
	Iteration 111Q: 3 clusters Score -9410517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -9410521.000000 Penalty: 5377.995117
	Iteration 112Q: 3 clusters Score -9410521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -9410532.000000 Penalty: 5377.995117
	Iteration 113Q: 3 clusters Score -9410532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -9410544.000000 Penalty: 5377.995117
	Iteration 114Q: 3 clusters Score -9410544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -9410550.000000 Penalty: 5377.995117
	Iteration 115Q: 3 clusters Score -9410550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -9410552.000000 Penalty: 5377.995117
	Iteration 116Q: 3 clusters Score -9410552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -9410553.000000 Penalty: 5377.995117
	Iteration 117Q: 3 clusters Score -9410553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -9410562.000000 Penalty: 5377.995117
	Iteration 118Q: 3 clusters Score -9410562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -9410561.000000 Penalty: 5377.995117
	Iteration 119Q: 3 clusters Score -9410561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -9410557.000000 Penalty: 5377.995117
	Iteration 120F: 3 clusters Score -9410557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -9410561.000000 Penalty: 5377.995117
	Iteration 121Q: 3 clusters Score -9410561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -9410558.000000 Penalty: 5377.995117
	Iteration 122Q: 3 clusters Score -9410558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -9410572.000000 Penalty: 5377.995117
	Iteration 123Q: 3 clusters Score -9410572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -9410561.000000 Penalty: 5377.995117
	Iteration 124Q: 3 clusters Score -9410561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -9410572.000000 Penalty: 5377.995117
	Iteration 125Q: 3 clusters Score -9410572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -9410574.000000 Penalty: 5377.995117
	Iteration 126Q: 3 clusters Score -9410574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -9410573.000000 Penalty: 5377.995117
	Iteration 127Q: 3 clusters Score -9410573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -9410574.000000 Penalty: 5377.995117
	Iteration 128Q: 3 clusters Score -9410574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -9410575.000000 Penalty: 5377.995117
	Iteration 129Q: 3 clusters Score -9410575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -9410586.000000 Penalty: 5377.995117
	Iteration 130Q: 3 clusters Score -9410586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -9410579.000000 Penalty: 5377.995117
	Iteration 131Q: 3 clusters Score -9410579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -9410583.000000 Penalty: 5377.995117
	Iteration 132Q: 3 clusters Score -9410583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -9410586.000000 Penalty: 5377.995117
	Iteration 133Q: 3 clusters Score -9410586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -9410587.000000 Penalty: 5377.995117
	Iteration 134Q: 3 clusters Score -9410587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -9410589.000000 Penalty: 5377.995117
	Iteration 135Q: 3 clusters Score -9410589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -9410595.000000 Penalty: 5377.995117
	Iteration 136Q: 3 clusters Score -9410595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -9410601.000000 Penalty: 5377.995117
	Iteration 137Q: 3 clusters Score -9410601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -9410593.000000 Penalty: 5377.995117
	Iteration 138Q: 3 clusters Score -9410593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -9410590.000000 Penalty: 5377.995117
	Iteration 139Q: 3 clusters Score -9410590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -9410590.000000 Penalty: 5377.995117
	Iteration 140F: 3 clusters Score -9410590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -9410594.000000 Penalty: 5377.995117
	Iteration 141Q: 3 clusters Score -9410594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -9410596.000000 Penalty: 5377.995117
	Iteration 142Q: 3 clusters Score -9410596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -9410609.000000 Penalty: 5377.995117
	Iteration 143Q: 3 clusters Score -9410609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -9410602.000000 Penalty: 5377.995117
	Iteration 144Q: 3 clusters Score -9410602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -9410609.000000 Penalty: 5377.995117
	Iteration 145Q: 3 clusters Score -9410609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -9410611.000000 Penalty: 5377.995117
	Iteration 146Q: 3 clusters Score -9410611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -9410616.000000 Penalty: 5377.995117
	Iteration 147Q: 3 clusters Score -9410616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -9410621.000000 Penalty: 5377.995117
	Iteration 148Q: 3 clusters Score -9410621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -9410619.000000 Penalty: 5377.995117
	Iteration 149Q: 3 clusters Score -9410619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -9410612.000000 Penalty: 5377.995117
	Iteration 150Q: 3 clusters Score -9410612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -9410612.000000 Penalty: 5377.995117
	Iteration 151F: 3 clusters Score -9410612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -667783.500000 Penalty: 2031.001465
	Iteration 0F: 2 clusters Score -667783.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -664110.812500 Penalty: 4062.002930
	Iteration 0F: 3 clusters Score -664110.8 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -664873.000000 Penalty: 4062.002930
	Iteration 1F: 3 clusters Score -664873 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -665042.062500 Penalty: 4062.002930
	Iteration 2F: 3 clusters Score -665042.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -665139.187500 Penalty: 4062.002930
	Iteration 3Q: 3 clusters Score -665139.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -665229.500000 Penalty: 4062.002930
	Iteration 4Q: 3 clusters Score -665229.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -665316.000000 Penalty: 4062.002930
	Iteration 5Q: 3 clusters Score -665316 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -665389.562500 Penalty: 4062.002930
	Iteration 6Q: 3 clusters Score -665389.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -665461.125000 Penalty: 4062.002930
	Iteration 7Q: 3 clusters Score -665461.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -665546.000000 Penalty: 4062.002930
	Iteration 8Q: 3 clusters Score -665546 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -665628.062500 Penalty: 4062.002930
	Iteration 9Q: 3 clusters Score -665628.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -665704.437500 Penalty: 4062.002930
	Iteration 10Q: 3 clusters Score -665704.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -665783.187500 Penalty: 4062.002930
	Iteration 11Q: 3 clusters Score -665783.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -665849.750000 Penalty: 4062.002930
	Iteration 12Q: 3 clusters Score -665849.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -665899.187500 Penalty: 4062.002930
	Iteration 13Q: 3 clusters Score -665899.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -665941.562500 Penalty: 4062.002930
	Iteration 14Q: 3 clusters Score -665941.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -665982.312500 Penalty: 4062.002930
	Iteration 15Q: 3 clusters Score -665982.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -666017.500000 Penalty: 4062.002930
	Iteration 16Q: 3 clusters Score -666017.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -666043.187500 Penalty: 4062.002930
	Iteration 17Q: 3 clusters Score -666043.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -666064.000000 Penalty: 4062.002930
	Iteration 18Q: 3 clusters Score -666064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -666081.812500 Penalty: 4062.002930
	Iteration 19Q: 3 clusters Score -666081.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -666093.375000 Penalty: 4062.002930
	Iteration 20F: 3 clusters Score -666093.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -666111.812500 Penalty: 4062.002930
	Iteration 21Q: 3 clusters Score -666111.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -666125.625000 Penalty: 4062.002930
	Iteration 22Q: 3 clusters Score -666125.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -666134.125000 Penalty: 4062.002930
	Iteration 23Q: 3 clusters Score -666134.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -666145.687500 Penalty: 4062.002930
	Iteration 24Q: 3 clusters Score -666145.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -666159.562500 Penalty: 4062.002930
	Iteration 25Q: 3 clusters Score -666159.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -666173.375000 Penalty: 4062.002930
	Iteration 26Q: 3 clusters Score -666173.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -666185.562500 Penalty: 4062.002930
	Iteration 27Q: 3 clusters Score -666185.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -666194.250000 Penalty: 4062.002930
	Iteration 28Q: 3 clusters Score -666194.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -666202.312500 Penalty: 4062.002930
	Iteration 29Q: 3 clusters Score -666202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -666204.500000 Penalty: 4062.002930
	Iteration 30Q: 3 clusters Score -666204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -666209.375000 Penalty: 4062.002930
	Iteration 31Q: 3 clusters Score -666209.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -666217.250000 Penalty: 4062.002930
	Iteration 32Q: 3 clusters Score -666217.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -666225.625000 Penalty: 4062.002930
	Iteration 33Q: 3 clusters Score -666225.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -666238.625000 Penalty: 4062.002930
	Iteration 34Q: 3 clusters Score -666238.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -666249.062500 Penalty: 4062.002930
	Iteration 35Q: 3 clusters Score -666249.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -666261.312500 Penalty: 4062.002930
	Iteration 36Q: 3 clusters Score -666261.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -666279.437500 Penalty: 4062.002930
	Iteration 37Q: 3 clusters Score -666279.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -666299.062500 Penalty: 4062.002930
	Iteration 38Q: 3 clusters Score -666299.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -666317.312500 Penalty: 4062.002930
	Iteration 39Q: 3 clusters Score -666317.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -666333.500000 Penalty: 4062.002930
	Iteration 40F: 3 clusters Score -666333.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -666343.562500 Penalty: 4062.002930
	Iteration 41Q: 3 clusters Score -666343.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -666348.312500 Penalty: 4062.002930
	Iteration 42Q: 3 clusters Score -666348.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -666352.062500 Penalty: 4062.002930
	Iteration 43Q: 3 clusters Score -666352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -666353.562500 Penalty: 4062.002930
	Iteration 44Q: 3 clusters Score -666353.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -666355.687500 Penalty: 4062.002930
	Iteration 45Q: 3 clusters Score -666355.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -666357.187500 Penalty: 4062.002930
	Iteration 46Q: 3 clusters Score -666357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -666358.562500 Penalty: 4062.002930
	Iteration 47Q: 3 clusters Score -666358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -666359.750000 Penalty: 4062.002930
	Iteration 48Q: 3 clusters Score -666359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -666358.750000 Penalty: 4062.002930
	Iteration 49Q: 3 clusters Score -666358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -666361.750000 Penalty: 4062.002930
	Iteration 50Q: 3 clusters Score -666361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -666362.000000 Penalty: 4062.002930
	Iteration 51Q: 3 clusters Score -666362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -666363.125000 Penalty: 4062.002930
	Iteration 52Q: 3 clusters Score -666363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -666363.187500 Penalty: 4062.002930
	Iteration 53Q: 3 clusters Score -666363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -666363.812500 Penalty: 4062.002930
	Iteration 54Q: 3 clusters Score -666363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -666363.812500 Penalty: 4062.002930
	Iteration 55F: 3 clusters Score -666363.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Entering Unmasked Estep 
Score: -7483818.000000 Penalty: 2629.257812
	Iteration 0F: 2 clusters Score -7483818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -7456948.000000 Penalty: 5258.515625
	Iteration 0F: 3 clusters Score -7456948 nChanged 18326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -7467134.500000 Penalty: 5258.515625
	Iteration 1F: 3 clusters Score -7467134 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -7467820.500000 Penalty: 5258.515625
	Iteration 2Q: 3 clusters Score -7467820 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -7468789.000000 Penalty: 5258.515625
	Iteration 3Q: 3 clusters Score -7468789 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -7469996.000000 Penalty: 5258.515625
	Iteration 4F: 3 clusters Score -7469996 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -7471627.000000 Penalty: 5258.515625
	Iteration 5F: 3 clusters Score -7471627 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -7473639.000000 Penalty: 5258.515625
	Iteration 6F: 3 clusters Score -7473639 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -7476270.000000 Penalty: 5258.515625
	Iteration 7F: 3 clusters Score -7476270 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -7479173.500000 Penalty: 5258.515625
	Iteration 8F: 3 clusters Score -7479174 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -7480989.000000 Penalty: 5258.515625
	Iteration 9F: 3 clusters Score -7480989 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -7481566.000000 Penalty: 5258.515625
	Iteration 10Q: 3 clusters Score -7481566 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -7481834.000000 Penalty: 5258.515625
	Iteration 11Q: 3 clusters Score -7481834 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -7481984.000000 Penalty: 5258.515625
	Iteration 12Q: 3 clusters Score -7481984 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -7482064.000000 Penalty: 5258.515625
	Iteration 13Q: 3 clusters Score -7482064 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -7482134.000000 Penalty: 5258.515625
	Iteration 14Q: 3 clusters Score -7482134 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -7482186.500000 Penalty: 5258.515625
	Iteration 15Q: 3 clusters Score -7482186 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -7482281.500000 Penalty: 5258.515625
	Iteration 16Q: 3 clusters Score -7482282 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -7482337.500000 Penalty: 5258.515625
	Iteration 17Q: 3 clusters Score -7482338 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -7482416.500000 Penalty: 5258.515625
	Iteration 18Q: 3 clusters Score -7482416 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -7482435.500000 Penalty: 5258.515625
	Iteration 19Q: 3 clusters Score -7482436 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -7482480.000000 Penalty: 5258.515625
	Iteration 20F: 3 clusters Score -7482480 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -7482551.500000 Penalty: 5258.515625
	Iteration 21Q: 3 clusters Score -7482552 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -7482547.500000 Penalty: 5258.515625
	Iteration 22Q: 3 clusters Score -7482548 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -7482592.000000 Penalty: 5258.515625
	Iteration 23Q: 3 clusters Score -7482592 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -7482604.000000 Penalty: 5258.515625
	Iteration 24Q: 3 clusters Score -7482604 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -7482631.500000 Penalty: 5258.515625
	Iteration 25Q: 3 clusters Score -7482632 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -7482651.500000 Penalty: 5258.515625
	Iteration 26Q: 3 clusters Score -7482652 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -7482673.500000 Penalty: 5258.515625
	Iteration 27Q: 3 clusters Score -7482674 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -7482676.500000 Penalty: 5258.515625
	Iteration 28Q: 3 clusters Score -7482676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -7482706.500000 Penalty: 5258.515625
	Iteration 29Q: 3 clusters Score -7482706 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -7482712.000000 Penalty: 5258.515625
	Iteration 30Q: 3 clusters Score -7482712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -7482702.500000 Penalty: 5258.515625
	Iteration 31Q: 3 clusters Score -7482702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -7482737.500000 Penalty: 5258.515625
	Iteration 32Q: 3 clusters Score -7482738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -7482738.000000 Penalty: 5258.515625
	Iteration 33Q: 3 clusters Score -7482738 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -7482757.500000 Penalty: 5258.515625
	Iteration 34Q: 3 clusters Score -7482758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -7482746.000000 Penalty: 5258.515625
	Iteration 35Q: 3 clusters Score -7482746 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7482758.500000 Penalty: 5258.515625
	Iteration 36Q: 3 clusters Score -7482758 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -7482775.500000 Penalty: 5258.515625
	Iteration 37Q: 3 clusters Score -7482776 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7482800.500000 Penalty: 5258.515625
	Iteration 38Q: 3 clusters Score -7482800 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -7482785.500000 Penalty: 5258.515625
	Iteration 39Q: 3 clusters Score -7482786 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -7482804.000000 Penalty: 5258.515625
	Iteration 40F: 3 clusters Score -7482804 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -7482812.000000 Penalty: 5258.515625
	Iteration 41Q: 3 clusters Score -7482812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7482810.000000 Penalty: 5258.515625
	Iteration 42Q: 3 clusters Score -7482810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7482810.000000 Penalty: 5258.515625
	Iteration 43Q: 3 clusters Score -7482810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7482834.000000 Penalty: 5258.515625
	Iteration 44Q: 3 clusters Score -7482834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -7482835.000000 Penalty: 5258.515625
	Iteration 45Q: 3 clusters Score -7482835 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7482834.500000 Penalty: 5258.515625
	Iteration 46Q: 3 clusters Score -7482834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7482852.000000 Penalty: 5258.515625
	Iteration 47Q: 3 clusters Score -7482852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7482829.500000 Penalty: 5258.515625
	Iteration 48Q: 3 clusters Score -7482830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7482842.500000 Penalty: 5258.515625
	Iteration 49Q: 3 clusters Score -7482842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7482845.500000 Penalty: 5258.515625
	Iteration 50Q: 3 clusters Score -7482846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7482848.000000 Penalty: 5258.515625
	Iteration 51Q: 3 clusters Score -7482848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7482851.000000 Penalty: 5258.515625
	Iteration 52Q: 3 clusters Score -7482851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7482852.000000 Penalty: 5258.515625
	Iteration 53Q: 3 clusters Score -7482852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7482843.500000 Penalty: 5258.515625
	Iteration 54Q: 3 clusters Score -7482844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7482850.000000 Penalty: 5258.515625
	Iteration 55Q: 3 clusters Score -7482850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7482842.500000 Penalty: 5258.515625
	Iteration 56Q: 3 clusters Score -7482842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7482832.000000 Penalty: 5258.515625
	Iteration 57Q: 3 clusters Score -7482832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7482827.500000 Penalty: 5258.515625
	Iteration 58Q: 3 clusters Score -7482828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7482837.000000 Penalty: 5258.515625
	Iteration 59Q: 3 clusters Score -7482837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7482824.000000 Penalty: 5258.515625
	Iteration 60F: 3 clusters Score -7482824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7482823.500000 Penalty: 5258.515625
	Iteration 61Q: 3 clusters Score -7482824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7482825.500000 Penalty: 5258.515625
	Iteration 62Q: 3 clusters Score -7482826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7482829.000000 Penalty: 5258.515625
	Iteration 63Q: 3 clusters Score -7482829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7482824.000000 Penalty: 5258.515625
	Iteration 64Q: 3 clusters Score -7482824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7482836.000000 Penalty: 5258.515625
	Iteration 65Q: 3 clusters Score -7482836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7482831.000000 Penalty: 5258.515625
	Iteration 66Q: 3 clusters Score -7482831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7482835.500000 Penalty: 5258.515625
	Iteration 67Q: 3 clusters Score -7482836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7482837.500000 Penalty: 5258.515625
	Iteration 68Q: 3 clusters Score -7482838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7482836.000000 Penalty: 5258.515625
	Iteration 69Q: 3 clusters Score -7482836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7482828.000000 Penalty: 5258.515625
	Iteration 70Q: 3 clusters Score -7482828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7482828.500000 Penalty: 5258.515625
	Iteration 71Q: 3 clusters Score -7482828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7482828.000000 Penalty: 5258.515625
	Iteration 72Q: 3 clusters Score -7482828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7482829.000000 Penalty: 5258.515625
	Iteration 73Q: 3 clusters Score -7482829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7482829.000000 Penalty: 5258.515625
	Iteration 74F: 3 clusters Score -7482829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Entering Unmasked Estep 
Score: -9565867.000000 Penalty: 2688.939453
	Iteration 0F: 2 clusters Score -9565867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -9534863.000000 Penalty: 5377.878906
	Iteration 0F: 3 clusters Score -9534863 nChanged 23666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -9547788.000000 Penalty: 5377.878906
	Iteration 1F: 3 clusters Score -9547788 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -9548258.000000 Penalty: 5377.878906
	Iteration 2Q: 3 clusters Score -9548258 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -9548718.000000 Penalty: 5377.878906
	Iteration 3Q: 3 clusters Score -9548718 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -9549220.000000 Penalty: 5377.878906
	Iteration 4Q: 3 clusters Score -9549220 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -9549985.000000 Penalty: 5377.878906
	Iteration 5Q: 3 clusters Score -9549985 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -9551070.000000 Penalty: 5377.878906
	Iteration 6Q: 3 clusters Score -9551070 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -9552538.000000 Penalty: 5377.878906
	Iteration 7F: 3 clusters Score -9552538 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -9554710.000000 Penalty: 5377.878906
	Iteration 8F: 3 clusters Score -9554710 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -9557225.000000 Penalty: 5377.878906
	Iteration 9F: 3 clusters Score -9557225 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -9559765.000000 Penalty: 5377.878906
	Iteration 10F: 3 clusters Score -9559765 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -9561472.000000 Penalty: 5377.878906
	Iteration 11F: 3 clusters Score -9561472 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -9562486.000000 Penalty: 5377.878906
	Iteration 12Q: 3 clusters Score -9562486 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9562879.000000 Penalty: 5377.878906
	Iteration 13Q: 3 clusters Score -9562879 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9563185.000000 Penalty: 5377.878906
	Iteration 14Q: 3 clusters Score -9563185 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9563305.000000 Penalty: 5377.878906
	Iteration 15Q: 3 clusters Score -9563305 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9563387.000000 Penalty: 5377.878906
	Iteration 16Q: 3 clusters Score -9563387 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9563458.000000 Penalty: 5377.878906
	Iteration 17Q: 3 clusters Score -9563458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9563506.000000 Penalty: 5377.878906
	Iteration 18Q: 3 clusters Score -9563506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9563574.000000 Penalty: 5377.878906
	Iteration 19Q: 3 clusters Score -9563574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9563594.000000 Penalty: 5377.878906
	Iteration 20F: 3 clusters Score -9563594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9563640.000000 Penalty: 5377.878906
	Iteration 21Q: 3 clusters Score -9563640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9563647.000000 Penalty: 5377.878906
	Iteration 22Q: 3 clusters Score -9563647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9563660.000000 Penalty: 5377.878906
	Iteration 23Q: 3 clusters Score -9563660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9563666.000000 Penalty: 5377.878906
	Iteration 24Q: 3 clusters Score -9563666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9563674.000000 Penalty: 5377.878906
	Iteration 25Q: 3 clusters Score -9563674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9563678.000000 Penalty: 5377.878906
	Iteration 26Q: 3 clusters Score -9563678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9563677.000000 Penalty: 5377.878906
	Iteration 27Q: 3 clusters Score -9563677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9563682.000000 Penalty: 5377.878906
	Iteration 28Q: 3 clusters Score -9563682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9563681.000000 Penalty: 5377.878906
	Iteration 29Q: 3 clusters Score -9563681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9563682.000000 Penalty: 5377.878906
	Iteration 30Q: 3 clusters Score -9563682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9563685.000000 Penalty: 5377.878906
	Iteration 31Q: 3 clusters Score -9563685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9563682.000000 Penalty: 5377.878906
	Iteration 32Q: 3 clusters Score -9563682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9563679.000000 Penalty: 5377.878906
	Iteration 33Q: 3 clusters Score -9563679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9563687.000000 Penalty: 5377.878906
	Iteration 34Q: 3 clusters Score -9563687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9563687.000000 Penalty: 5377.878906
	Iteration 35F: 3 clusters Score -9563687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Entering Unmasked Estep 
Score: -9506130.000000 Penalty: 2686.933838
	Iteration 0F: 2 clusters Score -9506130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -9475224.000000 Penalty: 5373.867676
	Iteration 0F: 3 clusters Score -9475224 nChanged 23505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -9488226.000000 Penalty: 5373.867676
	Iteration 1F: 3 clusters Score -9488226 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -9489035.000000 Penalty: 5373.867676
	Iteration 2Q: 3 clusters Score -9489035 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -9489941.000000 Penalty: 5373.867676
	Iteration 3Q: 3 clusters Score -9489941 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -9491256.000000 Penalty: 5373.867676
	Iteration 4Q: 3 clusters Score -9491256 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -9492986.000000 Penalty: 5373.867676
	Iteration 5F: 3 clusters Score -9492986 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -9495638.000000 Penalty: 5373.867676
	Iteration 6F: 3 clusters Score -9495638 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -9498942.000000 Penalty: 5373.867676
	Iteration 7F: 3 clusters Score -9498942 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -9501439.000000 Penalty: 5373.867676
	Iteration 8F: 3 clusters Score -9501439 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -9502470.000000 Penalty: 5373.867676
	Iteration 9Q: 3 clusters Score -9502470 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -9502977.000000 Penalty: 5373.867676
	Iteration 10Q: 3 clusters Score -9502977 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -9503386.000000 Penalty: 5373.867676
	Iteration 11Q: 3 clusters Score -9503386 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -9503659.000000 Penalty: 5373.867676
	Iteration 12Q: 3 clusters Score -9503659 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -9503873.000000 Penalty: 5373.867676
	Iteration 13Q: 3 clusters Score -9503873 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -9504004.000000 Penalty: 5373.867676
	Iteration 14Q: 3 clusters Score -9504004 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -9504143.000000 Penalty: 5373.867676
	Iteration 15Q: 3 clusters Score -9504143 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -9504197.000000 Penalty: 5373.867676
	Iteration 16Q: 3 clusters Score -9504197 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -9504238.000000 Penalty: 5373.867676
	Iteration 17Q: 3 clusters Score -9504238 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -9504259.000000 Penalty: 5373.867676
	Iteration 18Q: 3 clusters Score -9504259 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -9504269.000000 Penalty: 5373.867676
	Iteration 19Q: 3 clusters Score -9504269 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -9504253.000000 Penalty: 5373.867676
	Iteration 20F: 3 clusters Score -9504253 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -9504251.000000 Penalty: 5373.867676
	Iteration 21Q: 3 clusters Score -9504251 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -9504288.000000 Penalty: 5373.867676
	Iteration 22Q: 3 clusters Score -9504288 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -9504296.000000 Penalty: 5373.867676
	Iteration 23Q: 3 clusters Score -9504296 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -9504304.000000 Penalty: 5373.867676
	Iteration 24Q: 3 clusters Score -9504304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -9504288.000000 Penalty: 5373.867676
	Iteration 25Q: 3 clusters Score -9504288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -9504293.000000 Penalty: 5373.867676
	Iteration 26Q: 3 clusters Score -9504293 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -9504309.000000 Penalty: 5373.867676
	Iteration 27Q: 3 clusters Score -9504309 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -9504334.000000 Penalty: 5373.867676
	Iteration 28Q: 3 clusters Score -9504334 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -9504319.000000 Penalty: 5373.867676
	Iteration 29Q: 3 clusters Score -9504319 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -9504339.000000 Penalty: 5373.867676
	Iteration 30Q: 3 clusters Score -9504339 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -9504349.000000 Penalty: 5373.867676
	Iteration 31Q: 3 clusters Score -9504349 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -9504363.000000 Penalty: 5373.867676
	Iteration 32Q: 3 clusters Score -9504363 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -9504376.000000 Penalty: 5373.867676
	Iteration 33Q: 3 clusters Score -9504376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -9504409.000000 Penalty: 5373.867676
	Iteration 34Q: 3 clusters Score -9504409 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -9504434.000000 Penalty: 5373.867676
	Iteration 35Q: 3 clusters Score -9504434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -9504470.000000 Penalty: 5373.867676
	Iteration 36Q: 3 clusters Score -9504470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -9504475.000000 Penalty: 5373.867676
	Iteration 37Q: 3 clusters Score -9504475 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -9504484.000000 Penalty: 5373.867676
	Iteration 38Q: 3 clusters Score -9504484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -9504495.000000 Penalty: 5373.867676
	Iteration 39Q: 3 clusters Score -9504495 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -9504518.000000 Penalty: 5373.867676
	Iteration 40F: 3 clusters Score -9504518 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -9504517.000000 Penalty: 5373.867676
	Iteration 41Q: 3 clusters Score -9504517 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -9504537.000000 Penalty: 5373.867676
	Iteration 42Q: 3 clusters Score -9504537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -9504529.000000 Penalty: 5373.867676
	Iteration 43Q: 3 clusters Score -9504529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -9504529.000000 Penalty: 5373.867676
	Iteration 44Q: 3 clusters Score -9504529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -9504515.000000 Penalty: 5373.867676
	Iteration 45Q: 3 clusters Score -9504515 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -9504533.000000 Penalty: 5373.867676
	Iteration 46Q: 3 clusters Score -9504533 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -9504547.000000 Penalty: 5373.867676
	Iteration 47Q: 3 clusters Score -9504547 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -9504556.000000 Penalty: 5373.867676
	Iteration 48Q: 3 clusters Score -9504556 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -9504569.000000 Penalty: 5373.867676
	Iteration 49Q: 3 clusters Score -9504569 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -9504553.000000 Penalty: 5373.867676
	Iteration 50Q: 3 clusters Score -9504553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -9504553.000000 Penalty: 5373.867676
	Iteration 51Q: 3 clusters Score -9504553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -9504569.000000 Penalty: 5373.867676
	Iteration 52Q: 3 clusters Score -9504569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -9504573.000000 Penalty: 5373.867676
	Iteration 53Q: 3 clusters Score -9504573 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -9504590.000000 Penalty: 5373.867676
	Iteration 54Q: 3 clusters Score -9504590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -9504587.000000 Penalty: 5373.867676
	Iteration 55Q: 3 clusters Score -9504587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -9504594.000000 Penalty: 5373.867676
	Iteration 56Q: 3 clusters Score -9504594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -9504580.000000 Penalty: 5373.867676
	Iteration 57Q: 3 clusters Score -9504580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -9504583.000000 Penalty: 5373.867676
	Iteration 58Q: 3 clusters Score -9504583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -9504593.000000 Penalty: 5373.867676
	Iteration 59Q: 3 clusters Score -9504593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -9504606.000000 Penalty: 5373.867676
	Iteration 60F: 3 clusters Score -9504606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -9504597.000000 Penalty: 5373.867676
	Iteration 61Q: 3 clusters Score -9504597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -9504605.000000 Penalty: 5373.867676
	Iteration 62Q: 3 clusters Score -9504605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -9504618.000000 Penalty: 5373.867676
	Iteration 63Q: 3 clusters Score -9504618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -9504601.000000 Penalty: 5373.867676
	Iteration 64Q: 3 clusters Score -9504601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -9504613.000000 Penalty: 5373.867676
	Iteration 65Q: 3 clusters Score -9504613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -9504626.000000 Penalty: 5373.867676
	Iteration 66Q: 3 clusters Score -9504626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -9504611.000000 Penalty: 5373.867676
	Iteration 67Q: 3 clusters Score -9504611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -9504612.000000 Penalty: 5373.867676
	Iteration 68Q: 3 clusters Score -9504612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -9504631.000000 Penalty: 5373.867676
	Iteration 69Q: 3 clusters Score -9504631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -9504611.000000 Penalty: 5373.867676
	Iteration 70Q: 3 clusters Score -9504611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -9504620.000000 Penalty: 5373.867676
	Iteration 71Q: 3 clusters Score -9504620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -9504604.000000 Penalty: 5373.867676
	Iteration 72Q: 3 clusters Score -9504604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -9504609.000000 Penalty: 5373.867676
	Iteration 73Q: 3 clusters Score -9504609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -9504610.000000 Penalty: 5373.867676
	Iteration 74Q: 3 clusters Score -9504610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -9504604.000000 Penalty: 5373.867676
	Iteration 75Q: 3 clusters Score -9504604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -9504619.000000 Penalty: 5373.867676
	Iteration 76Q: 3 clusters Score -9504619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -9504637.000000 Penalty: 5373.867676
	Iteration 77Q: 3 clusters Score -9504637 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -9504656.000000 Penalty: 5373.867676
	Iteration 78Q: 3 clusters Score -9504656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -9504643.000000 Penalty: 5373.867676
	Iteration 79Q: 3 clusters Score -9504643 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -9504651.000000 Penalty: 5373.867676
	Iteration 80F: 3 clusters Score -9504651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -9504656.000000 Penalty: 5373.867676
	Iteration 81Q: 3 clusters Score -9504656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -9504675.000000 Penalty: 5373.867676
	Iteration 82Q: 3 clusters Score -9504675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -9504669.000000 Penalty: 5373.867676
	Iteration 83Q: 3 clusters Score -9504669 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -9504658.000000 Penalty: 5373.867676
	Iteration 84Q: 3 clusters Score -9504658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -9504672.000000 Penalty: 5373.867676
	Iteration 85Q: 3 clusters Score -9504672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -9504677.000000 Penalty: 5373.867676
	Iteration 86Q: 3 clusters Score -9504677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -9504675.000000 Penalty: 5373.867676
	Iteration 87Q: 3 clusters Score -9504675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -9504672.000000 Penalty: 5373.867676
	Iteration 88Q: 3 clusters Score -9504672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -9504689.000000 Penalty: 5373.867676
	Iteration 89Q: 3 clusters Score -9504689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -9504697.000000 Penalty: 5373.867676
	Iteration 90Q: 3 clusters Score -9504697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -9504695.000000 Penalty: 5373.867676
	Iteration 91Q: 3 clusters Score -9504695 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -9504703.000000 Penalty: 5373.867676
	Iteration 92Q: 3 clusters Score -9504703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -9504680.000000 Penalty: 5373.867676
	Iteration 93Q: 3 clusters Score -9504680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -9504678.000000 Penalty: 5373.867676
	Iteration 94Q: 3 clusters Score -9504678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -9504692.000000 Penalty: 5373.867676
	Iteration 95Q: 3 clusters Score -9504692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -9504708.000000 Penalty: 5373.867676
	Iteration 96Q: 3 clusters Score -9504708 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -9504741.000000 Penalty: 5373.867676
	Iteration 97Q: 3 clusters Score -9504741 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -9504758.000000 Penalty: 5373.867676
	Iteration 98Q: 3 clusters Score -9504758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -9504750.000000 Penalty: 5373.867676
	Iteration 99Q: 3 clusters Score -9504750 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -9504751.000000 Penalty: 5373.867676
	Iteration 100F: 3 clusters Score -9504751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -9504742.000000 Penalty: 5373.867676
	Iteration 101Q: 3 clusters Score -9504742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -9504743.000000 Penalty: 5373.867676
	Iteration 102Q: 3 clusters Score -9504743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -9504744.000000 Penalty: 5373.867676
	Iteration 103Q: 3 clusters Score -9504744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -9504757.000000 Penalty: 5373.867676
	Iteration 104Q: 3 clusters Score -9504757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -9504745.000000 Penalty: 5373.867676
	Iteration 105Q: 3 clusters Score -9504745 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -9504764.000000 Penalty: 5373.867676
	Iteration 106Q: 3 clusters Score -9504764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -9504755.000000 Penalty: 5373.867676
	Iteration 107Q: 3 clusters Score -9504755 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -9504761.000000 Penalty: 5373.867676
	Iteration 108Q: 3 clusters Score -9504761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -9504765.000000 Penalty: 5373.867676
	Iteration 109Q: 3 clusters Score -9504765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -9504787.000000 Penalty: 5373.867676
	Iteration 110Q: 3 clusters Score -9504787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -9504791.000000 Penalty: 5373.867676
	Iteration 111Q: 3 clusters Score -9504791 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -9504799.000000 Penalty: 5373.867676
	Iteration 112Q: 3 clusters Score -9504799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -9504806.000000 Penalty: 5373.867676
	Iteration 113Q: 3 clusters Score -9504806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -9504818.000000 Penalty: 5373.867676
	Iteration 114Q: 3 clusters Score -9504818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -9504829.000000 Penalty: 5373.867676
	Iteration 115Q: 3 clusters Score -9504829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -9504827.000000 Penalty: 5373.867676
	Iteration 116Q: 3 clusters Score -9504827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -9504836.000000 Penalty: 5373.867676
	Iteration 117Q: 3 clusters Score -9504836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -9504842.000000 Penalty: 5373.867676
	Iteration 118Q: 3 clusters Score -9504842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -9504850.000000 Penalty: 5373.867676
	Iteration 119Q: 3 clusters Score -9504850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -9504857.000000 Penalty: 5373.867676
	Iteration 120F: 3 clusters Score -9504857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -9504848.000000 Penalty: 5373.867676
	Iteration 121Q: 3 clusters Score -9504848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -9504852.000000 Penalty: 5373.867676
	Iteration 122Q: 3 clusters Score -9504852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -9504861.000000 Penalty: 5373.867676
	Iteration 123Q: 3 clusters Score -9504861 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -9504863.000000 Penalty: 5373.867676
	Iteration 124Q: 3 clusters Score -9504863 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -9504869.000000 Penalty: 5373.867676
	Iteration 125Q: 3 clusters Score -9504869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -9504876.000000 Penalty: 5373.867676
	Iteration 126Q: 3 clusters Score -9504876 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -9504877.000000 Penalty: 5373.867676
	Iteration 127Q: 3 clusters Score -9504877 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -9504869.000000 Penalty: 5373.867676
	Iteration 128Q: 3 clusters Score -9504869 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -9504871.000000 Penalty: 5373.867676
	Iteration 129Q: 3 clusters Score -9504871 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9504871 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -9504874.000000 Penalty: 5373.867676
	Iteration 131Q: 3 clusters Score -9504874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -9504884.000000 Penalty: 5373.867676
	Iteration 132Q: 3 clusters Score -9504884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -9504887.000000 Penalty: 5373.867676
	Iteration 133Q: 3 clusters Score -9504887 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -9504877.000000 Penalty: 5373.867676
	Iteration 134Q: 3 clusters Score -9504877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -9504888.000000 Penalty: 5373.867676
	Iteration 135Q: 3 clusters Score -9504888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -9504894.000000 Penalty: 5373.867676
	Iteration 136Q: 3 clusters Score -9504894 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -9504878.000000 Penalty: 5373.867676
	Iteration 137Q: 3 clusters Score -9504878 nChanged 19
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Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -9504876.000000 Penalty: 5373.867676
	Iteration 138Q: 3 clusters Score -9504876 nChanged 20
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Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -9504882.000000 Penalty: 5373.867676
	Iteration 139Q: 3 clusters Score -9504882 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -9504887.000000 Penalty: 5373.867676
	Iteration 140F: 3 clusters Score -9504887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -9504870.000000 Penalty: 5373.867676
	Iteration 141Q: 3 clusters Score -9504870 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -9504880.000000 Penalty: 5373.867676
	Iteration 142Q: 3 clusters Score -9504880 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -9504888.000000 Penalty: 5373.867676
	Iteration 143Q: 3 clusters Score -9504888 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -9504881.000000 Penalty: 5373.867676
	Iteration 144Q: 3 clusters Score -9504881 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9504887 nChanged 6
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Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -9504890.000000 Penalty: 5373.867676
	Iteration 146Q: 3 clusters Score -9504890 nChanged 3
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Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -9504884.000000 Penalty: 5373.867676
	Iteration 147Q: 3 clusters Score -9504884 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9504882 nChanged 9
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Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -9504892.000000 Penalty: 5373.867676
	Iteration 149Q: 3 clusters Score -9504892 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -9504900.000000 Penalty: 5373.867676
	Iteration 150Q: 3 clusters Score -9504900 nChanged 10
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Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -9504903.000000 Penalty: 5373.867676
	Iteration 151Q: 3 clusters Score -9504903 nChanged 4
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Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9504902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -9504896.000000 Penalty: 5373.867676
	Iteration 153Q: 3 clusters Score -9504896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -9504901.000000 Penalty: 5373.867676
	Iteration 154Q: 3 clusters Score -9504901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -9504900.000000 Penalty: 5373.867676
	Iteration 155Q: 3 clusters Score -9504900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -9504904.000000 Penalty: 5373.867676
	Iteration 156Q: 3 clusters Score -9504904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -9504899.000000 Penalty: 5373.867676
	Iteration 157Q: 3 clusters Score -9504899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -9504893.000000 Penalty: 5373.867676
	Iteration 158Q: 3 clusters Score -9504893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -9504899.000000 Penalty: 5373.867676
	Iteration 159Q: 3 clusters Score -9504899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -9504905.000000 Penalty: 5373.867676
	Iteration 160F: 3 clusters Score -9504905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -9504905.000000 Penalty: 5373.867676
	Iteration 161Q: 3 clusters Score -9504905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -9504909.000000 Penalty: 5373.867676
	Iteration 162Q: 3 clusters Score -9504909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -9504908.000000 Penalty: 5373.867676
	Iteration 163Q: 3 clusters Score -9504908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -9504920.000000 Penalty: 5373.867676
	Iteration 164Q: 3 clusters Score -9504920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -9504906.000000 Penalty: 5373.867676
	Iteration 165Q: 3 clusters Score -9504906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -9504925.000000 Penalty: 5373.867676
	Iteration 166Q: 3 clusters Score -9504925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -9504945.000000 Penalty: 5373.867676
	Iteration 167Q: 3 clusters Score -9504945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -9504938.000000 Penalty: 5373.867676
	Iteration 168Q: 3 clusters Score -9504938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -9504938.000000 Penalty: 5373.867676
	Iteration 169Q: 3 clusters Score -9504938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -9504934.000000 Penalty: 5373.867676
	Iteration 170Q: 3 clusters Score -9504934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -9504928.000000 Penalty: 5373.867676
	Iteration 171Q: 3 clusters Score -9504928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -9504926.000000 Penalty: 5373.867676
	Iteration 172Q: 3 clusters Score -9504926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -9504935.000000 Penalty: 5373.867676
	Iteration 173Q: 3 clusters Score -9504935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -9504933.000000 Penalty: 5373.867676
	Iteration 174Q: 3 clusters Score -9504933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -9504938.000000 Penalty: 5373.867676
	Iteration 175Q: 3 clusters Score -9504938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -9504934.000000 Penalty: 5373.867676
	Iteration 176Q: 3 clusters Score -9504934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -9504926.000000 Penalty: 5373.867676
	Iteration 177Q: 3 clusters Score -9504926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -9504930.000000 Penalty: 5373.867676
	Iteration 178Q: 3 clusters Score -9504930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -9504935.000000 Penalty: 5373.867676
	Iteration 179Q: 3 clusters Score -9504935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -9504932.000000 Penalty: 5373.867676
	Iteration 180F: 3 clusters Score -9504932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -9504943.000000 Penalty: 5373.867676
	Iteration 181Q: 3 clusters Score -9504943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -9504934.000000 Penalty: 5373.867676
	Iteration 182Q: 3 clusters Score -9504934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -9504925.000000 Penalty: 5373.867676
	Iteration 183Q: 3 clusters Score -9504925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -9504923.000000 Penalty: 5373.867676
	Iteration 184Q: 3 clusters Score -9504923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -9504931.000000 Penalty: 5373.867676
	Iteration 185Q: 3 clusters Score -9504931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -9504921.000000 Penalty: 5373.867676
	Iteration 186Q: 3 clusters Score -9504921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -9504928.000000 Penalty: 5373.867676
	Iteration 187Q: 3 clusters Score -9504928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -9504934.000000 Penalty: 5373.867676
	Iteration 188Q: 3 clusters Score -9504934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -9504936.000000 Penalty: 5373.867676
	Iteration 189Q: 3 clusters Score -9504936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -9504935.000000 Penalty: 5373.867676
	Iteration 190Q: 3 clusters Score -9504935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -9504935.000000 Penalty: 5373.867676
	Iteration 191Q: 3 clusters Score -9504935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -9504931.000000 Penalty: 5373.867676
	Iteration 192Q: 3 clusters Score -9504931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -9504931.000000 Penalty: 5373.867676
	Iteration 193Q: 3 clusters Score -9504931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -9504931.000000 Penalty: 5373.867676
	Iteration 194Q: 3 clusters Score -9504931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -9504931.000000 Penalty: 5373.867676
	Iteration 195F: 3 clusters Score -9504931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -64401.664062 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -64401.66 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 184 members 
Entering Unmasked Estep 
Score: -63060.023438 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -63060.02 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63220.773438 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -63220.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -63274.421875 Penalty: 2959.208984
	Iteration 2Q: 3 clusters Score -63274.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -63309.218750 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -63309.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -63329.828125 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -63329.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -63337.234375 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -63337.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -63339.425781 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -63339.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -63342.882812 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -63342.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63346.175781 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -63346.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63346.175781 Penalty: 2959.208984
	Iteration 9F: 3 clusters Score -63346.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Entering Unmasked Estep 
Score: -9000671.000000 Penalty: 2676.593262
	Iteration 0F: 2 clusters Score -9000671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -8968505.000000 Penalty: 5353.186523
	Iteration 0F: 3 clusters Score -8968505 nChanged 22503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -8981072.000000 Penalty: 5353.186523
	Iteration 1F: 3 clusters Score -8981072 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -8981663.000000 Penalty: 5353.186523
	Iteration 2Q: 3 clusters Score -8981663 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -8982313.000000 Penalty: 5353.186523
	Iteration 3Q: 3 clusters Score -8982313 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -8983362.000000 Penalty: 5353.186523
	Iteration 4Q: 3 clusters Score -8983362 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -8984939.000000 Penalty: 5353.186523
	Iteration 5F: 3 clusters Score -8984939 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -8987226.000000 Penalty: 5353.186523
	Iteration 6F: 3 clusters Score -8987226 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -8990199.000000 Penalty: 5353.186523
	Iteration 7F: 3 clusters Score -8990199 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -8993526.000000 Penalty: 5353.186523
	Iteration 8F: 3 clusters Score -8993526 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -8996207.000000 Penalty: 5353.186523
	Iteration 9F: 3 clusters Score -8996207 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -8997901.000000 Penalty: 5353.186523
	Iteration 10Q: 3 clusters Score -8997901 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -8998617.000000 Penalty: 5353.186523
	Iteration 11Q: 3 clusters Score -8998617 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -8998858.000000 Penalty: 5353.186523
	Iteration 12Q: 3 clusters Score -8998858 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -8998991.000000 Penalty: 5353.186523
	Iteration 13Q: 3 clusters Score -8998991 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -8999034.000000 Penalty: 5353.186523
	Iteration 14Q: 3 clusters Score -8999034 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -8999047.000000 Penalty: 5353.186523
	Iteration 15Q: 3 clusters Score -8999047 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -8999095.000000 Penalty: 5353.186523
	Iteration 16Q: 3 clusters Score -8999095 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8999138.000000 Penalty: 5353.186523
	Iteration 17Q: 3 clusters Score -8999138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -8999121.000000 Penalty: 5353.186523
	Iteration 18Q: 3 clusters Score -8999121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -8999143.000000 Penalty: 5353.186523
	Iteration 19Q: 3 clusters Score -8999143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -8999161.000000 Penalty: 5353.186523
	Iteration 20F: 3 clusters Score -8999161 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -8999169.000000 Penalty: 5353.186523
	Iteration 21Q: 3 clusters Score -8999169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -8999133.000000 Penalty: 5353.186523
	Iteration 22Q: 3 clusters Score -8999133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -8999132.000000 Penalty: 5353.186523
	Iteration 23Q: 3 clusters Score -8999132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -8999115.000000 Penalty: 5353.186523
	Iteration 24Q: 3 clusters Score -8999115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -8999116.000000 Penalty: 5353.186523
	Iteration 25Q: 3 clusters Score -8999116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -8999122.000000 Penalty: 5353.186523
	Iteration 26Q: 3 clusters Score -8999122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -8999126.000000 Penalty: 5353.186523
	Iteration 27Q: 3 clusters Score -8999126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -8999119.000000 Penalty: 5353.186523
	Iteration 28Q: 3 clusters Score -8999119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -8999115.000000 Penalty: 5353.186523
	Iteration 29Q: 3 clusters Score -8999115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -8999117.000000 Penalty: 5353.186523
	Iteration 30Q: 3 clusters Score -8999117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -8999111.000000 Penalty: 5353.186523
	Iteration 31Q: 3 clusters Score -8999111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -8999114.000000 Penalty: 5353.186523
	Iteration 32Q: 3 clusters Score -8999114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -8999109.000000 Penalty: 5353.186523
	Iteration 33Q: 3 clusters Score -8999109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -8999114.000000 Penalty: 5353.186523
	Iteration 34Q: 3 clusters Score -8999114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -8999107.000000 Penalty: 5353.186523
	Iteration 35Q: 3 clusters Score -8999107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -8999105.000000 Penalty: 5353.186523
	Iteration 36Q: 3 clusters Score -8999105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -8999104.000000 Penalty: 5353.186523
	Iteration 37Q: 3 clusters Score -8999104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -8999109.000000 Penalty: 5353.186523
	Iteration 38Q: 3 clusters Score -8999109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -8999098.000000 Penalty: 5353.186523
	Iteration 39Q: 3 clusters Score -8999098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -8999098.000000 Penalty: 5353.186523
	Iteration 40F: 3 clusters Score -8999098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -8999093.000000 Penalty: 5353.186523
	Iteration 41Q: 3 clusters Score -8999093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -8999097.000000 Penalty: 5353.186523
	Iteration 42Q: 3 clusters Score -8999097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -8999098.000000 Penalty: 5353.186523
	Iteration 43Q: 3 clusters Score -8999098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -8999099.000000 Penalty: 5353.186523
	Iteration 44Q: 3 clusters Score -8999099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -8999104.000000 Penalty: 5353.186523
	Iteration 45Q: 3 clusters Score -8999104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -8999101.000000 Penalty: 5353.186523
	Iteration 46Q: 3 clusters Score -8999101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -8999100.000000 Penalty: 5353.186523
	Iteration 47Q: 3 clusters Score -8999100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -8999102.000000 Penalty: 5353.186523
	Iteration 48Q: 3 clusters Score -8999102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -8999099.000000 Penalty: 5353.186523
	Iteration 49Q: 3 clusters Score -8999099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -8999092.000000 Penalty: 5353.186523
	Iteration 50Q: 3 clusters Score -8999092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -8999092.000000 Penalty: 5353.186523
	Iteration 51F: 3 clusters Score -8999092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -47368.062500 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -47368.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45939.679688 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -45939.68 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46231.234375 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -46231.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46391.542969 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -46391.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46475.351562 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -46475.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46521.578125 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -46521.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46588.761719 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -46588.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46606.683594 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -46606.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46622.710938 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -46622.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46641.667969 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -46641.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46664.089844 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -46664.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46680.273438 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -46680.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46685.281250 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -46685.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46689.234375 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -46689.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46690.976562 Penalty: 3032.386475
	Iteration 13Q: 3 clusters Score -46690.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46690.976562 Penalty: 3032.386475
	Iteration 14F: 3 clusters Score -46690.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -19094.111328 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -19094.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18106.853516 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -18106.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18238.718750 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -18238.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18264.906250 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -18264.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18283.744141 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18283.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18294.718750 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -18294.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18294.718750 Penalty: 2744.561279
	Iteration 5F: 3 clusters Score -18294.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -106233.203125 Penalty: 1591.349609
	Iteration 0F: 2 clusters Score -106233.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -104682.367188 Penalty: 3182.699219
	Iteration 0F: 3 clusters Score -104682.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -104917.828125 Penalty: 3182.699219
	Iteration 1F: 3 clusters Score -104917.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -104991.132812 Penalty: 3182.699219
	Iteration 2Q: 3 clusters Score -104991.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -105018.289062 Penalty: 3182.699219
	Iteration 3Q: 3 clusters Score -105018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -105042.453125 Penalty: 3182.699219
	Iteration 4Q: 3 clusters Score -105042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -105102.031250 Penalty: 3182.699219
	Iteration 5Q: 3 clusters Score -105102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105160.546875 Penalty: 3182.699219
	Iteration 6Q: 3 clusters Score -105160.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -105204.429688 Penalty: 3182.699219
	Iteration 7Q: 3 clusters Score -105204.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -105264.484375 Penalty: 3182.699219
	Iteration 8Q: 3 clusters Score -105264.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -105347.132812 Penalty: 3182.699219
	Iteration 9Q: 3 clusters Score -105347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -105400.867188 Penalty: 3182.699219
	Iteration 10Q: 3 clusters Score -105400.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -105423.695312 Penalty: 3182.699219
	Iteration 11Q: 3 clusters Score -105423.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -105448.500000 Penalty: 3182.699219
	Iteration 12Q: 3 clusters Score -105448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -105471.968750 Penalty: 3182.699219
	Iteration 13Q: 3 clusters Score -105472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -105488.109375 Penalty: 3182.699219
	Iteration 14Q: 3 clusters Score -105488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -105500.453125 Penalty: 3182.699219
	Iteration 15Q: 3 clusters Score -105500.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -105510.984375 Penalty: 3182.699219
	Iteration 16Q: 3 clusters Score -105511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -105513.601562 Penalty: 3182.699219
	Iteration 17Q: 3 clusters Score -105513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -105519.031250 Penalty: 3182.699219
	Iteration 18Q: 3 clusters Score -105519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -105522.726562 Penalty: 3182.699219
	Iteration 19Q: 3 clusters Score -105522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -105528.046875 Penalty: 3182.699219
	Iteration 20F: 3 clusters Score -105528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -105533.382812 Penalty: 3182.699219
	Iteration 21Q: 3 clusters Score -105533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -105534.781250 Penalty: 3182.699219
	Iteration 22Q: 3 clusters Score -105534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -105537.539062 Penalty: 3182.699219
	Iteration 23Q: 3 clusters Score -105537.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -105540.406250 Penalty: 3182.699219
	Iteration 24Q: 3 clusters Score -105540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -105541.882812 Penalty: 3182.699219
	Iteration 25Q: 3 clusters Score -105541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -105544.203125 Penalty: 3182.699219
	Iteration 26Q: 3 clusters Score -105544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -105544.203125 Penalty: 3182.699219
	Iteration 27F: 3 clusters Score -105544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -176731.156250 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -176731.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -174809.734375 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -174809.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -175218.515625 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -175218.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -175406.390625 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -175406.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175513.671875 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -175513.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175583.343750 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -175583.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -175661.281250 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -175661.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175708.687500 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -175708.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -175766.312500 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -175766.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -175859.156250 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -175859.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -175991.171875 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -175991.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -176106.750000 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -176106.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -176196.218750 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -176196.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -176273.796875 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -176273.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176351.625000 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -176351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -176433.484375 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -176433.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -176441.859375 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -176441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -176445.187500 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -176445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -176450.640625 Penalty: 3436.554688
	Iteration 17F: 3 clusters Score -176450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -176488.843750 Penalty: 3436.554688
	Iteration 18Q: 3 clusters Score -176488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176532.312500 Penalty: 3436.554688
	Iteration 19Q: 3 clusters Score -176532.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -176568.265625 Penalty: 3436.554688
	Iteration 20F: 3 clusters Score -176568.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -176614.109375 Penalty: 3436.554688
	Iteration 21Q: 3 clusters Score -176614.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -176655.234375 Penalty: 3436.554688
	Iteration 22Q: 3 clusters Score -176655.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -176690.390625 Penalty: 3436.554688
	Iteration 23Q: 3 clusters Score -176690.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -176711.000000 Penalty: 3436.554688
	Iteration 24Q: 3 clusters Score -176711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -176738.140625 Penalty: 3436.554688
	Iteration 25Q: 3 clusters Score -176738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -176773.125000 Penalty: 3436.554688
	Iteration 26Q: 3 clusters Score -176773.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -176789.312500 Penalty: 3436.554688
	Iteration 27Q: 3 clusters Score -176789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -176795.562500 Penalty: 3436.554688
	Iteration 28Q: 3 clusters Score -176795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -176815.328125 Penalty: 3436.554688
	Iteration 29Q: 3 clusters Score -176815.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -176824.078125 Penalty: 3436.554688
	Iteration 30Q: 3 clusters Score -176824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -176830.031250 Penalty: 3436.554688
	Iteration 31Q: 3 clusters Score -176830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -176832.171875 Penalty: 3436.554688
	Iteration 32Q: 3 clusters Score -176832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -176834.765625 Penalty: 3436.554688
	Iteration 33F: 3 clusters Score -176834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -176838.281250 Penalty: 3436.554688
	Iteration 34Q: 3 clusters Score -176838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -176838.281250 Penalty: 3436.554688
	Iteration 35F: 3 clusters Score -176838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47720 members 
Mstep: Class 4 contains 50213 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48951 members 
Mstep: Class 7 contains 30747 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51161 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 40209 members 
Mstep: Class 12 contains 51149 members 
Mstep: Class 13 contains 50737 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48665 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41518 members 
Mstep: Class 22 contains 49410 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 49229 members 
Mstep: Class 26 contains 679 members 
Entering Unmasked Estep 
Score: -110161912.000000 Penalty: 85816.687500
Splitting cluster 19 changes total score from -110163320.000000 to -110161912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -71639.890625 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -71639.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70132.476562 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -70132.48 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70508.609375 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -70508.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70764.750000 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -70764.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70901.648438 Penalty: 3136.882080
	Iteration 3F: 3 clusters Score -70901.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71015.414062 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -71015.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71083.726562 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -71083.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71105.757812 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -71105.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71124.492188 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -71124.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71162.851562 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -71162.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71194.515625 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -71194.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71200.312500 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -71200.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71211.328125 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -71211.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71224.968750 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -71224.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71238.109375 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -71238.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71255.632812 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -71255.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71274.601562 Penalty: 3136.882080
	Iteration 15Q: 3 clusters Score -71274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71303.664062 Penalty: 3136.882080
	Iteration 16Q: 3 clusters Score -71303.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71331.062500 Penalty: 3136.882080
	Iteration 17Q: 3 clusters Score -71331.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71340.148438 Penalty: 3136.882080
	Iteration 18Q: 3 clusters Score -71340.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71348.382812 Penalty: 3136.882080
	Iteration 19Q: 3 clusters Score -71348.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71376.054688 Penalty: 3136.882080
	Iteration 20F: 3 clusters Score -71376.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71413.421875 Penalty: 3136.882080
	Iteration 21Q: 3 clusters Score -71413.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71464.585938 Penalty: 3136.882080
	Iteration 22Q: 3 clusters Score -71464.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71513.093750 Penalty: 3136.882080
	Iteration 23Q: 3 clusters Score -71513.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71552.523438 Penalty: 3136.882080
	Iteration 24Q: 3 clusters Score -71552.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71580.945312 Penalty: 3136.882080
	Iteration 25Q: 3 clusters Score -71580.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71609.593750 Penalty: 3136.882080
	Iteration 26Q: 3 clusters Score -71609.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71620.156250 Penalty: 3136.882080
	Iteration 27Q: 3 clusters Score -71620.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71648.335938 Penalty: 3136.882080
	Iteration 28Q: 3 clusters Score -71648.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71653.109375 Penalty: 3136.882080
	Iteration 29Q: 3 clusters Score -71653.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71658.789062 Penalty: 3136.882080
	Iteration 30Q: 3 clusters Score -71658.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71676.765625 Penalty: 3136.882080
	Iteration 31F: 3 clusters Score -71676.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71756.539062 Penalty: 3136.882080
	Iteration 32Q: 3 clusters Score -71756.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71814.140625 Penalty: 3136.882080
	Iteration 33Q: 3 clusters Score -71814.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71825.687500 Penalty: 3136.882080
	Iteration 34Q: 3 clusters Score -71825.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71827.109375 Penalty: 3136.882080
	Iteration 35Q: 3 clusters Score -71827.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71827.109375 Penalty: 3136.882080
	Iteration 36F: 3 clusters Score -71827.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47720 members 
Mstep: Class 4 contains 50213 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48951 members 
Mstep: Class 7 contains 30747 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51161 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 40209 members 
Mstep: Class 12 contains 51149 members 
Mstep: Class 13 contains 50737 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48665 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 307 members 
Mstep: Class 21 contains 41518 members 
Mstep: Class 22 contains 49410 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 49229 members 
Mstep: Class 26 contains 251 members 
Entering Unmasked Estep 
Score: -110161824.000000 Penalty: 85816.687500
Splitting cluster 20 changes total score from -110163320.000000 to -110161824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (41518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Entering Unmasked Estep 
Score: -7750930.000000 Penalty: 2637.202881
	Iteration 0F: 2 clusters Score -7750930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -7723609.000000 Penalty: 5274.405762
	Iteration 0F: 3 clusters Score -7723609 nChanged 18996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -7734214.000000 Penalty: 5274.405762
	Iteration 1F: 3 clusters Score -7734214 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -7734949.000000 Penalty: 5274.405762
	Iteration 2Q: 3 clusters Score -7734949 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -7735720.500000 Penalty: 5274.405762
	Iteration 3Q: 3 clusters Score -7735720 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -7736606.000000 Penalty: 5274.405762
	Iteration 4Q: 3 clusters Score -7736606 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -7737678.500000 Penalty: 5274.405762
	Iteration 5F: 3 clusters Score -7737678 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -7738976.000000 Penalty: 5274.405762
	Iteration 6F: 3 clusters Score -7738976 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -7740631.500000 Penalty: 5274.405762
	Iteration 7F: 3 clusters Score -7740632 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -7742639.000000 Penalty: 5274.405762
	Iteration 8F: 3 clusters Score -7742639 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -7744671.500000 Penalty: 5274.405762
	Iteration 9F: 3 clusters Score -7744672 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -7746190.500000 Penalty: 5274.405762
	Iteration 10Q: 3 clusters Score -7746190 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -7747213.000000 Penalty: 5274.405762
	Iteration 11Q: 3 clusters Score -7747213 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -7747833.500000 Penalty: 5274.405762
	Iteration 12Q: 3 clusters Score -7747834 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -7748133.500000 Penalty: 5274.405762
	Iteration 13Q: 3 clusters Score -7748134 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -7748310.000000 Penalty: 5274.405762
	Iteration 14Q: 3 clusters Score -7748310 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -7748414.000000 Penalty: 5274.405762
	Iteration 15Q: 3 clusters Score -7748414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -7748466.000000 Penalty: 5274.405762
	Iteration 16Q: 3 clusters Score -7748466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -7748514.500000 Penalty: 5274.405762
	Iteration 17Q: 3 clusters Score -7748514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -7748545.000000 Penalty: 5274.405762
	Iteration 18Q: 3 clusters Score -7748545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -7748556.500000 Penalty: 5274.405762
	Iteration 19Q: 3 clusters Score -7748556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -7748578.500000 Penalty: 5274.405762
	Iteration 20F: 3 clusters Score -7748578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -7748599.000000 Penalty: 5274.405762
	Iteration 21Q: 3 clusters Score -7748599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -7748614.500000 Penalty: 5274.405762
	Iteration 22Q: 3 clusters Score -7748614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -7748618.000000 Penalty: 5274.405762
	Iteration 23Q: 3 clusters Score -7748618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -7748627.500000 Penalty: 5274.405762
	Iteration 24Q: 3 clusters Score -7748628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -7748641.000000 Penalty: 5274.405762
	Iteration 25Q: 3 clusters Score -7748641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -7748651.000000 Penalty: 5274.405762
	Iteration 26Q: 3 clusters Score -7748651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -7748655.000000 Penalty: 5274.405762
	Iteration 27Q: 3 clusters Score -7748655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7748656.000000 Penalty: 5274.405762
	Iteration 28Q: 3 clusters Score -7748656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -7748669.000000 Penalty: 5274.405762
	Iteration 29Q: 3 clusters Score -7748669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -7748670.500000 Penalty: 5274.405762
	Iteration 30Q: 3 clusters Score -7748670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -7748666.000000 Penalty: 5274.405762
	Iteration 31Q: 3 clusters Score -7748666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -7748666.000000 Penalty: 5274.405762
	Iteration 32F: 3 clusters Score -7748666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Entering Unmasked Estep 
Score: -9171713.000000 Penalty: 2680.361084
	Iteration 0F: 2 clusters Score -9171713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -9139773.000000 Penalty: 5360.722168
	Iteration 0F: 3 clusters Score -9139773 nChanged 22761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -9152293.000000 Penalty: 5360.722168
	Iteration 1F: 3 clusters Score -9152293 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -9152812.000000 Penalty: 5360.722168
	Iteration 2Q: 3 clusters Score -9152812 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -9153413.000000 Penalty: 5360.722168
	Iteration 3Q: 3 clusters Score -9153413 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -9154020.000000 Penalty: 5360.722168
	Iteration 4Q: 3 clusters Score -9154020 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -9154741.000000 Penalty: 5360.722168
	Iteration 5Q: 3 clusters Score -9154741 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -9155616.000000 Penalty: 5360.722168
	Iteration 6Q: 3 clusters Score -9155616 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -9156958.000000 Penalty: 5360.722168
	Iteration 7Q: 3 clusters Score -9156958 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -9158819.000000 Penalty: 5360.722168
	Iteration 8Q: 3 clusters Score -9158819 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -9160836.000000 Penalty: 5360.722168
	Iteration 9F: 3 clusters Score -9160836 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -9162941.000000 Penalty: 5360.722168
	Iteration 10F: 3 clusters Score -9162941 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -9164607.000000 Penalty: 5360.722168
	Iteration 11Q: 3 clusters Score -9164607 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -9165752.000000 Penalty: 5360.722168
	Iteration 12Q: 3 clusters Score -9165752 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -9166482.000000 Penalty: 5360.722168
	Iteration 13Q: 3 clusters Score -9166482 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -9166920.000000 Penalty: 5360.722168
	Iteration 14Q: 3 clusters Score -9166920 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -9167230.000000 Penalty: 5360.722168
	Iteration 15Q: 3 clusters Score -9167230 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -9167518.000000 Penalty: 5360.722168
	Iteration 16Q: 3 clusters Score -9167518 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -9167785.000000 Penalty: 5360.722168
	Iteration 17Q: 3 clusters Score -9167785 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -9168016.000000 Penalty: 5360.722168
	Iteration 18Q: 3 clusters Score -9168016 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -9168246.000000 Penalty: 5360.722168
	Iteration 19Q: 3 clusters Score -9168246 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -9168434.000000 Penalty: 5360.722168
	Iteration 20F: 3 clusters Score -9168434 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -9168607.000000 Penalty: 5360.722168
	Iteration 21Q: 3 clusters Score -9168607 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -9168738.000000 Penalty: 5360.722168
	Iteration 22Q: 3 clusters Score -9168738 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -9168849.000000 Penalty: 5360.722168
	Iteration 23Q: 3 clusters Score -9168849 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -9168987.000000 Penalty: 5360.722168
	Iteration 24Q: 3 clusters Score -9168987 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -9169110.000000 Penalty: 5360.722168
	Iteration 25Q: 3 clusters Score -9169110 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -9169207.000000 Penalty: 5360.722168
	Iteration 26Q: 3 clusters Score -9169207 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -9169319.000000 Penalty: 5360.722168
	Iteration 27Q: 3 clusters Score -9169319 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9169392.000000 Penalty: 5360.722168
	Iteration 28Q: 3 clusters Score -9169392 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9169454.000000 Penalty: 5360.722168
	Iteration 29Q: 3 clusters Score -9169454 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9169488.000000 Penalty: 5360.722168
	Iteration 30Q: 3 clusters Score -9169488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9169518.000000 Penalty: 5360.722168
	Iteration 31Q: 3 clusters Score -9169518 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9169552.000000 Penalty: 5360.722168
	Iteration 32Q: 3 clusters Score -9169552 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9169568.000000 Penalty: 5360.722168
	Iteration 33Q: 3 clusters Score -9169568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -9169582.000000 Penalty: 5360.722168
	Iteration 34Q: 3 clusters Score -9169582 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9169579.000000 Penalty: 5360.722168
	Iteration 35Q: 3 clusters Score -9169579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9169628.000000 Penalty: 5360.722168
	Iteration 36Q: 3 clusters Score -9169628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9169662.000000 Penalty: 5360.722168
	Iteration 37Q: 3 clusters Score -9169662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9169683.000000 Penalty: 5360.722168
	Iteration 38Q: 3 clusters Score -9169683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9169677.000000 Penalty: 5360.722168
	Iteration 39Q: 3 clusters Score -9169677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9169681.000000 Penalty: 5360.722168
	Iteration 40F: 3 clusters Score -9169681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9169704.000000 Penalty: 5360.722168
	Iteration 41Q: 3 clusters Score -9169704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9169699.000000 Penalty: 5360.722168
	Iteration 42Q: 3 clusters Score -9169699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9169700.000000 Penalty: 5360.722168
	Iteration 43Q: 3 clusters Score -9169700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9169702.000000 Penalty: 5360.722168
	Iteration 44Q: 3 clusters Score -9169702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9169707.000000 Penalty: 5360.722168
	Iteration 45Q: 3 clusters Score -9169707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9169701.000000 Penalty: 5360.722168
	Iteration 46Q: 3 clusters Score -9169701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9169698.000000 Penalty: 5360.722168
	Iteration 47Q: 3 clusters Score -9169698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9169694.000000 Penalty: 5360.722168
	Iteration 48Q: 3 clusters Score -9169694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9169706.000000 Penalty: 5360.722168
	Iteration 49Q: 3 clusters Score -9169706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9169707.000000 Penalty: 5360.722168
	Iteration 50Q: 3 clusters Score -9169707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9169700.000000 Penalty: 5360.722168
	Iteration 51Q: 3 clusters Score -9169700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9169703.000000 Penalty: 5360.722168
	Iteration 52Q: 3 clusters Score -9169703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9169709.000000 Penalty: 5360.722168
	Iteration 53Q: 3 clusters Score -9169709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9169702.000000 Penalty: 5360.722168
	Iteration 54Q: 3 clusters Score -9169702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9169710.000000 Penalty: 5360.722168
	Iteration 55Q: 3 clusters Score -9169710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9169706.000000 Penalty: 5360.722168
	Iteration 56Q: 3 clusters Score -9169706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9169709.000000 Penalty: 5360.722168
	Iteration 57Q: 3 clusters Score -9169709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9169710.000000 Penalty: 5360.722168
	Iteration 58Q: 3 clusters Score -9169710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9169713.000000 Penalty: 5360.722168
	Iteration 59Q: 3 clusters Score -9169713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9169722.000000 Penalty: 5360.722168
	Iteration 60F: 3 clusters Score -9169722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9169719.000000 Penalty: 5360.722168
	Iteration 61Q: 3 clusters Score -9169719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9169722.000000 Penalty: 5360.722168
	Iteration 62Q: 3 clusters Score -9169722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9169724.000000 Penalty: 5360.722168
	Iteration 63Q: 3 clusters Score -9169724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9169729.000000 Penalty: 5360.722168
	Iteration 64Q: 3 clusters Score -9169729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9169723.000000 Penalty: 5360.722168
	Iteration 65Q: 3 clusters Score -9169723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9169723.000000 Penalty: 5360.722168
	Iteration 66F: 3 clusters Score -9169723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73705.304688 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72315.906250 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72315.91 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72671.148438 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72671.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72834.445312 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -72834.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72892.476562 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -72892.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72898.320312 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -72898.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72898.742188 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -72898.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72898.742188 Penalty: 3120.618408
	Iteration 6F: 3 clusters Score -72898.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -442383.156250 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -442383.2 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 1191 members 
Entering Unmasked Estep 
Score: -439504.375000 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -439504.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -440036.062500 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -440036.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -440161.031250 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -440161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -440219.875000 Penalty: 3860.892334
	Iteration 3Q: 3 clusters Score -440219.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -440260.062500 Penalty: 3860.892334
	Iteration 4Q: 3 clusters Score -440260.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -440285.656250 Penalty: 3860.892334
	Iteration 5Q: 3 clusters Score -440285.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -440304.968750 Penalty: 3860.892334
	Iteration 6Q: 3 clusters Score -440305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -440316.875000 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -440316.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -440325.968750 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -440326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -440332.281250 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -440332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -440335.468750 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -440335.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -440339.812500 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -440339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -440342.812500 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -440342.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -440344.531250 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -440344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -440345.031250 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -440345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -440346.187500 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -440346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -440346.187500 Penalty: 3860.892334
	Iteration 16F: 3 clusters Score -440346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (49229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Entering Unmasked Estep 
Score: -9253075.000000 Penalty: 2679.451172
	Iteration 0F: 2 clusters Score -9253075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -9222320.000000 Penalty: 5358.902344
	Iteration 0F: 3 clusters Score -9222320 nChanged 22756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -9235007.000000 Penalty: 5358.902344
	Iteration 1F: 3 clusters Score -9235007 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -9235493.000000 Penalty: 5358.902344
	Iteration 2Q: 3 clusters Score -9235493 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -9236076.000000 Penalty: 5358.902344
	Iteration 3Q: 3 clusters Score -9236076 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -9236776.000000 Penalty: 5358.902344
	Iteration 4Q: 3 clusters Score -9236776 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -9237647.000000 Penalty: 5358.902344
	Iteration 5Q: 3 clusters Score -9237647 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -9238859.000000 Penalty: 5358.902344
	Iteration 6F: 3 clusters Score -9238859 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -9240580.000000 Penalty: 5358.902344
	Iteration 7F: 3 clusters Score -9240580 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -9242730.000000 Penalty: 5358.902344
	Iteration 8F: 3 clusters Score -9242730 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -9245056.000000 Penalty: 5358.902344
	Iteration 9F: 3 clusters Score -9245056 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -9247163.000000 Penalty: 5358.902344
	Iteration 10F: 3 clusters Score -9247163 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -9248889.000000 Penalty: 5358.902344
	Iteration 11Q: 3 clusters Score -9248889 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -9250088.000000 Penalty: 5358.902344
	Iteration 12Q: 3 clusters Score -9250088 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -9250465.000000 Penalty: 5358.902344
	Iteration 13Q: 3 clusters Score -9250465 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -9250611.000000 Penalty: 5358.902344
	Iteration 14Q: 3 clusters Score -9250611 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -9250679.000000 Penalty: 5358.902344
	Iteration 15Q: 3 clusters Score -9250679 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -9250753.000000 Penalty: 5358.902344
	Iteration 16Q: 3 clusters Score -9250753 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -9250784.000000 Penalty: 5358.902344
	Iteration 17Q: 3 clusters Score -9250784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -9250809.000000 Penalty: 5358.902344
	Iteration 18Q: 3 clusters Score -9250809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -9250830.000000 Penalty: 5358.902344
	Iteration 19Q: 3 clusters Score -9250830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -9250832.000000 Penalty: 5358.902344
	Iteration 20F: 3 clusters Score -9250832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -9250841.000000 Penalty: 5358.902344
	Iteration 21Q: 3 clusters Score -9250841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -9250841.000000 Penalty: 5358.902344
	Iteration 22Q: 3 clusters Score -9250841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -9250839.000000 Penalty: 5358.902344
	Iteration 23Q: 3 clusters Score -9250839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -9250838.000000 Penalty: 5358.902344
	Iteration 24Q: 3 clusters Score -9250838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -9250838.000000 Penalty: 5358.902344
	Iteration 25F: 3 clusters Score -9250838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47720 members 
Mstep: Class 4 contains 50213 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48951 members 
Mstep: Class 7 contains 30747 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51161 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 40209 members 
Mstep: Class 12 contains 51149 members 
Mstep: Class 13 contains 50737 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48665 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41518 members 
Mstep: Class 22 contains 49410 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 49229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163336.000000 Penalty: 82516.046875
Iteration 399Q: 26 clusters Score -1.101633e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47716 members 
Mstep: Class 4 contains 50193 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48936 members 
Mstep: Class 7 contains 30739 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51184 members 
Mstep: Class 10 contains 3599 members 
Mstep: Class 11 contains 40205 members 
Mstep: Class 12 contains 51157 members 
Mstep: Class 13 contains 50774 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48677 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41487 members 
Mstep: Class 22 contains 49390 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 49233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163312.000000 Penalty: 82516.046875
Iteration 400F: 26 clusters Score -1.101633e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47728 members 
Mstep: Class 4 contains 50211 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48918 members 
Mstep: Class 7 contains 30736 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51179 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 40204 members 
Mstep: Class 12 contains 51157 members 
Mstep: Class 13 contains 50775 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48691 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41463 members 
Mstep: Class 22 contains 49379 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2406 members 
Mstep: Class 25 contains 49238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163672.000000 Penalty: 82516.046875
Iteration 401Q: 26 clusters Score -1.101637e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47739 members 
Mstep: Class 4 contains 50185 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48936 members 
Mstep: Class 7 contains 30737 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51166 members 
Mstep: Class 10 contains 3592 members 
Mstep: Class 11 contains 40212 members 
Mstep: Class 12 contains 51154 members 
Mstep: Class 13 contains 50799 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48702 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41423 members 
Mstep: Class 22 contains 49362 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 49244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163688.000000 Penalty: 82516.046875
Iteration 402Q: 26 clusters Score -1.101637e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47734 members 
Mstep: Class 4 contains 50167 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48991 members 
Mstep: Class 7 contains 30735 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51157 members 
Mstep: Class 10 contains 3592 members 
Mstep: Class 11 contains 40202 members 
Mstep: Class 12 contains 51158 members 
Mstep: Class 13 contains 50819 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48706 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41398 members 
Mstep: Class 22 contains 49345 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2397 members 
Mstep: Class 25 contains 49227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163664.000000 Penalty: 82516.046875
Iteration 403Q: 26 clusters Score -1.101637e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47739 members 
Mstep: Class 4 contains 50192 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49014 members 
Mstep: Class 7 contains 30737 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51128 members 
Mstep: Class 10 contains 3587 members 
Mstep: Class 11 contains 40191 members 
Mstep: Class 12 contains 51173 members 
Mstep: Class 13 contains 50830 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48707 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41369 members 
Mstep: Class 22 contains 49326 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2396 members 
Mstep: Class 25 contains 49221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163688.000000 Penalty: 82516.046875
Iteration 404Q: 26 clusters Score -1.101637e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47720 members 
Mstep: Class 4 contains 50238 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 49002 members 
Mstep: Class 7 contains 30742 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51118 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 40192 members 
Mstep: Class 12 contains 51168 members 
Mstep: Class 13 contains 50855 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48713 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41351 members 
Mstep: Class 22 contains 49310 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 49190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163760.000000 Penalty: 82516.046875
Iteration 405Q: 26 clusters Score -1.101638e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47707 members 
Mstep: Class 4 contains 50287 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48977 members 
Mstep: Class 7 contains 30744 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51110 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 40191 members 
Mstep: Class 12 contains 51165 members 
Mstep: Class 13 contains 50865 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48724 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41318 members 
Mstep: Class 22 contains 49323 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 49170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163720.000000 Penalty: 82516.046875
Iteration 406Q: 26 clusters Score -1.101637e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47690 members 
Mstep: Class 4 contains 50311 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48966 members 
Mstep: Class 7 contains 30745 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51103 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 40186 members 
Mstep: Class 12 contains 51165 members 
Mstep: Class 13 contains 50874 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48736 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41300 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2399 members 
Mstep: Class 25 contains 49173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163608.000000 Penalty: 82516.046875
Iteration 407Q: 26 clusters Score -1.101636e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47674 members 
Mstep: Class 4 contains 50320 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48956 members 
Mstep: Class 7 contains 30743 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51091 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 40177 members 
Mstep: Class 12 contains 51184 members 
Mstep: Class 13 contains 50875 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48743 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41273 members 
Mstep: Class 22 contains 49327 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 49189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163624.000000 Penalty: 82516.046875
Iteration 408Q: 26 clusters Score -1.101636e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47672 members 
Mstep: Class 4 contains 50344 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48947 members 
Mstep: Class 7 contains 30745 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51079 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 40165 members 
Mstep: Class 12 contains 51183 members 
Mstep: Class 13 contains 50887 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48746 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41268 members 
Mstep: Class 22 contains 49326 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 49180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163440.000000 Penalty: 82516.046875
Iteration 409Q: 26 clusters Score -1.101634e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47677 members 
Mstep: Class 4 contains 50338 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48936 members 
Mstep: Class 7 contains 30741 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51061 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 40157 members 
Mstep: Class 12 contains 51180 members 
Mstep: Class 13 contains 50931 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48754 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41278 members 
Mstep: Class 22 contains 49311 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2406 members 
Mstep: Class 25 contains 49158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163528.000000 Penalty: 82516.046875
Iteration 410Q: 26 clusters Score -1.101635e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47672 members 
Mstep: Class 4 contains 50369 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48912 members 
Mstep: Class 7 contains 30747 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51051 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 40155 members 
Mstep: Class 12 contains 51176 members 
Mstep: Class 13 contains 50943 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48782 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41274 members 
Mstep: Class 22 contains 49293 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 49137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163240.000000 Penalty: 82516.046875
Iteration 411Q: 26 clusters Score -1.101632e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47685 members 
Mstep: Class 4 contains 50375 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48910 members 
Mstep: Class 7 contains 30755 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51045 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 40159 members 
Mstep: Class 12 contains 51163 members 
Mstep: Class 13 contains 50942 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48787 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41271 members 
Mstep: Class 22 contains 49265 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 49146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163168.000000 Penalty: 82516.046875
Iteration 412Q: 26 clusters Score -1.101632e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47684 members 
Mstep: Class 4 contains 50416 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48904 members 
Mstep: Class 7 contains 30758 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51041 members 
Mstep: Class 10 contains 3571 members 
Mstep: Class 11 contains 40165 members 
Mstep: Class 12 contains 51146 members 
Mstep: Class 13 contains 50950 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48767 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41270 members 
Mstep: Class 22 contains 49250 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 49138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163280.000000 Penalty: 82516.046875
Iteration 413Q: 26 clusters Score -1.101633e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47669 members 
Mstep: Class 4 contains 50479 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48868 members 
Mstep: Class 7 contains 30768 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 3572 members 
Mstep: Class 11 contains 40170 members 
Mstep: Class 12 contains 51135 members 
Mstep: Class 13 contains 50948 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48774 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41266 members 
Mstep: Class 22 contains 49254 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2398 members 
Mstep: Class 25 contains 49108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163464.000000 Penalty: 82516.046875
Iteration 414Q: 26 clusters Score -1.101635e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47686 members 
Mstep: Class 4 contains 50496 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 48853 members 
Mstep: Class 7 contains 30768 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51009 members 
Mstep: Class 10 contains 3571 members 
Mstep: Class 11 contains 40175 members 
Mstep: Class 12 contains 51119 members 
Mstep: Class 13 contains 50969 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48787 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41280 members 
Mstep: Class 22 contains 49248 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 49072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163448.000000 Penalty: 82516.046875
Iteration 415Q: 26 clusters Score -1.101634e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47692 members 
Mstep: Class 4 contains 50518 members 
Mstep: Class 5 contains 2463 members 
Mstep: Class 6 contains 48854 members 
Mstep: Class 7 contains 30763 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 51003 members 
Mstep: Class 10 contains 3570 members 
Mstep: Class 11 contains 40173 members 
Mstep: Class 12 contains 51104 members 
Mstep: Class 13 contains 50996 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48779 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41275 members 
Mstep: Class 22 contains 49236 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 49053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163352.000000 Penalty: 82516.046875
Iteration 416Q: 26 clusters Score -1.101634e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47689 members 
Mstep: Class 4 contains 50519 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 48865 members 
Mstep: Class 7 contains 30761 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 50992 members 
Mstep: Class 10 contains 3572 members 
Mstep: Class 11 contains 40180 members 
Mstep: Class 12 contains 51093 members 
Mstep: Class 13 contains 51027 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48776 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41260 members 
Mstep: Class 22 contains 49217 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2399 members 
Mstep: Class 25 contains 49056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163392.000000 Penalty: 82516.046875
Iteration 417Q: 26 clusters Score -1.101634e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47679 members 
Mstep: Class 4 contains 50541 members 
Mstep: Class 5 contains 2463 members 
Mstep: Class 6 contains 48870 members 
Mstep: Class 7 contains 30760 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 50991 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 40178 members 
Mstep: Class 12 contains 51090 members 
Mstep: Class 13 contains 51040 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48781 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41240 members 
Mstep: Class 22 contains 49197 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2399 members 
Mstep: Class 25 contains 49050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163528.000000 Penalty: 82516.046875
Iteration 418Q: 26 clusters Score -1.101635e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47684 members 
Mstep: Class 4 contains 50557 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48859 members 
Mstep: Class 7 contains 30758 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 50996 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 40180 members 
Mstep: Class 12 contains 51085 members 
Mstep: Class 13 contains 51053 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48774 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41240 members 
Mstep: Class 22 contains 49180 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 49040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163368.000000 Penalty: 82516.046875
Iteration 419Q: 26 clusters Score -1.101634e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47664 members 
Mstep: Class 4 contains 50635 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 48836 members 
Mstep: Class 7 contains 30762 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 9 contains 50996 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 40182 members 
Mstep: Class 12 contains 51075 members 
Mstep: Class 13 contains 51045 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48770 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41224 members 
Mstep: Class 22 contains 49156 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2404 members 
Mstep: Class 25 contains 49039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163456.000000 Penalty: 82516.046875
Iteration 420F: 26 clusters Score -1.101635e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47636 members 
Mstep: Class 4 contains 50700 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 48814 members 
Mstep: Class 7 contains 30759 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 9 contains 50999 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 40183 members 
Mstep: Class 12 contains 51060 members 
Mstep: Class 13 contains 51064 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 48758 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41213 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 49033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163392.000000 Penalty: 82516.046875
Iteration 421Q: 26 clusters Score -1.101634e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 47611 members 
Mstep: Class 4 contains 50761 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 48773 members 
Mstep: Class 7 contains 30763 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 9 contains 51005 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 40175 members 
Mstep: Class 12 contains 51055 members 
Mstep: Class 13 contains 51080 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 48755 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41197 members 
Mstep: Class 22 contains 49108 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 49052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163528.000000 Penalty: 82516.046875
Iteration 422Q: 26 clusters Score -1.101635e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47582 members 
Mstep: Class 4 contains 50820 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48752 members 
Mstep: Class 7 contains 30772 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 50990 members 
Mstep: Class 10 contains 3570 members 
Mstep: Class 11 contains 40173 members 
Mstep: Class 12 contains 51042 members 
Mstep: Class 13 contains 51103 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48759 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41191 members 
Mstep: Class 22 contains 49077 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 49059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163744.000000 Penalty: 82516.046875
Iteration 423Q: 26 clusters Score -1.101637e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47556 members 
Mstep: Class 4 contains 50863 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48751 members 
Mstep: Class 7 contains 30778 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 50979 members 
Mstep: Class 10 contains 3567 members 
Mstep: Class 11 contains 40180 members 
Mstep: Class 12 contains 50998 members 
Mstep: Class 13 contains 51148 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48747 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41185 members 
Mstep: Class 22 contains 49037 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 49083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163824.000000 Penalty: 82516.046875
Iteration 424Q: 26 clusters Score -1.101638e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47539 members 
Mstep: Class 4 contains 50854 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 48725 members 
Mstep: Class 7 contains 30786 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50961 members 
Mstep: Class 10 contains 3566 members 
Mstep: Class 11 contains 40188 members 
Mstep: Class 12 contains 50966 members 
Mstep: Class 13 contains 51182 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48750 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41197 members 
Mstep: Class 22 contains 49023 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2412 members 
Mstep: Class 25 contains 49115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163864.000000 Penalty: 82516.046875
Iteration 425Q: 26 clusters Score -1.101639e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47522 members 
Mstep: Class 4 contains 50922 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48708 members 
Mstep: Class 7 contains 30792 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50953 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 40186 members 
Mstep: Class 12 contains 50959 members 
Mstep: Class 13 contains 51145 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48742 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41211 members 
Mstep: Class 22 contains 49006 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2415 members 
Mstep: Class 25 contains 49133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163720.000000 Penalty: 82516.046875
Iteration 426Q: 26 clusters Score -1.101637e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 4 contains 50987 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48691 members 
Mstep: Class 7 contains 30807 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50926 members 
Mstep: Class 10 contains 3561 members 
Mstep: Class 11 contains 40181 members 
Mstep: Class 12 contains 50938 members 
Mstep: Class 13 contains 51095 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48756 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41206 members 
Mstep: Class 22 contains 48996 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 49149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163544.000000 Penalty: 82516.046875
Iteration 427Q: 26 clusters Score -1.101635e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47483 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48684 members 
Mstep: Class 7 contains 30813 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50928 members 
Mstep: Class 10 contains 3558 members 
Mstep: Class 11 contains 40178 members 
Mstep: Class 12 contains 50910 members 
Mstep: Class 13 contains 51096 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48745 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41193 members 
Mstep: Class 22 contains 49007 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2414 members 
Mstep: Class 25 contains 49176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163248.000000 Penalty: 82516.046875
Iteration 428Q: 26 clusters Score -1.101632e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47461 members 
Mstep: Class 4 contains 51019 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48675 members 
Mstep: Class 7 contains 30810 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50930 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 40168 members 
Mstep: Class 12 contains 50865 members 
Mstep: Class 13 contains 51103 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48730 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41187 members 
Mstep: Class 22 contains 49034 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2418 members 
Mstep: Class 25 contains 49190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163200.000000 Penalty: 82516.046875
Iteration 429Q: 26 clusters Score -1.101632e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47449 members 
Mstep: Class 4 contains 51036 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48661 members 
Mstep: Class 7 contains 30812 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50930 members 
Mstep: Class 10 contains 3541 members 
Mstep: Class 11 contains 40146 members 
Mstep: Class 12 contains 50824 members 
Mstep: Class 13 contains 51131 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48712 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41173 members 
Mstep: Class 22 contains 49045 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 49211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163072.000000 Penalty: 82516.046875
Iteration 430Q: 26 clusters Score -1.101631e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47458 members 
Mstep: Class 4 contains 51038 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48677 members 
Mstep: Class 7 contains 30818 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50914 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 40127 members 
Mstep: Class 12 contains 50811 members 
Mstep: Class 13 contains 51143 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48694 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41161 members 
Mstep: Class 22 contains 49042 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 49224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162928.000000 Penalty: 82516.046875
Iteration 431Q: 26 clusters Score -1.101629e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47462 members 
Mstep: Class 4 contains 51030 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48673 members 
Mstep: Class 7 contains 30829 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50895 members 
Mstep: Class 10 contains 3531 members 
Mstep: Class 11 contains 40105 members 
Mstep: Class 12 contains 50794 members 
Mstep: Class 13 contains 51181 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48680 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41151 members 
Mstep: Class 22 contains 49047 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 49242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162872.000000 Penalty: 82516.046875
Iteration 432Q: 26 clusters Score -1.101629e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47446 members 
Mstep: Class 4 contains 51036 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48682 members 
Mstep: Class 7 contains 30837 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50886 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 40094 members 
Mstep: Class 12 contains 50789 members 
Mstep: Class 13 contains 51213 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48674 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41128 members 
Mstep: Class 22 contains 49047 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 49253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162712.000000 Penalty: 82516.046875
Iteration 433Q: 26 clusters Score -1.101627e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47440 members 
Mstep: Class 4 contains 51038 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48692 members 
Mstep: Class 7 contains 30840 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50896 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 40084 members 
Mstep: Class 12 contains 50743 members 
Mstep: Class 13 contains 51246 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48658 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41110 members 
Mstep: Class 22 contains 49059 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2419 members 
Mstep: Class 25 contains 49267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162808.000000 Penalty: 82516.046875
Iteration 434Q: 26 clusters Score -1.101628e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47467 members 
Mstep: Class 4 contains 51064 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48706 members 
Mstep: Class 7 contains 30839 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50906 members 
Mstep: Class 10 contains 3513 members 
Mstep: Class 11 contains 40060 members 
Mstep: Class 12 contains 50700 members 
Mstep: Class 13 contains 51240 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48654 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41091 members 
Mstep: Class 22 contains 49046 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 49291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162752.000000 Penalty: 82516.046875
Iteration 435Q: 26 clusters Score -1.101628e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47483 members 
Mstep: Class 4 contains 51041 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48708 members 
Mstep: Class 7 contains 30841 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50921 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 40021 members 
Mstep: Class 12 contains 50685 members 
Mstep: Class 13 contains 51257 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48650 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41095 members 
Mstep: Class 22 contains 49031 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2416 members 
Mstep: Class 25 contains 49318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162840.000000 Penalty: 82516.046875
Iteration 436Q: 26 clusters Score -1.101628e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47514 members 
Mstep: Class 4 contains 50990 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 48732 members 
Mstep: Class 7 contains 30847 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50919 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 39981 members 
Mstep: Class 12 contains 50674 members 
Mstep: Class 13 contains 51293 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48630 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41079 members 
Mstep: Class 22 contains 49021 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 49364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162848.000000 Penalty: 82516.046875
Iteration 437Q: 26 clusters Score -1.101628e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47526 members 
Mstep: Class 4 contains 50974 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48730 members 
Mstep: Class 7 contains 30856 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50930 members 
Mstep: Class 10 contains 3496 members 
Mstep: Class 11 contains 39940 members 
Mstep: Class 12 contains 50666 members 
Mstep: Class 13 contains 51286 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48614 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41068 members 
Mstep: Class 22 contains 49021 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 49399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162936.000000 Penalty: 82516.046875
Iteration 438Q: 26 clusters Score -1.101629e+08 nChanged 1024
Entering ConstructFrom: 
Score: -110162936.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (29884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Entering Unmasked Estep 
Score: -5570745.000000 Penalty: 2555.659424
	Iteration 0F: 2 clusters Score -5570745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -5550231.500000 Penalty: 5111.318848
	Iteration 0F: 3 clusters Score -5550232 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -5557457.000000 Penalty: 5111.318848
	Iteration 1F: 3 clusters Score -5557457 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -5557953.000000 Penalty: 5111.318848
	Iteration 2Q: 3 clusters Score -5557953 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -5558463.500000 Penalty: 5111.318848
	Iteration 3Q: 3 clusters Score -5558464 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -5559046.500000 Penalty: 5111.318848
	Iteration 4Q: 3 clusters Score -5559046 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -5559810.500000 Penalty: 5111.318848
	Iteration 5Q: 3 clusters Score -5559810 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -5560674.500000 Penalty: 5111.318848
	Iteration 6F: 3 clusters Score -5560674 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -5561628.500000 Penalty: 5111.318848
	Iteration 7F: 3 clusters Score -5561628 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -5562718.000000 Penalty: 5111.318848
	Iteration 8F: 3 clusters Score -5562718 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -5563975.500000 Penalty: 5111.318848
	Iteration 9F: 3 clusters Score -5563976 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -5565334.500000 Penalty: 5111.318848
	Iteration 10F: 3 clusters Score -5565334 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -5566490.000000 Penalty: 5111.318848
	Iteration 11F: 3 clusters Score -5566490 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -5567025.000000 Penalty: 5111.318848
	Iteration 12Q: 3 clusters Score -5567025 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -5567240.500000 Penalty: 5111.318848
	Iteration 13Q: 3 clusters Score -5567240 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -5567377.500000 Penalty: 5111.318848
	Iteration 14Q: 3 clusters Score -5567378 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -5567500.000000 Penalty: 5111.318848
	Iteration 15Q: 3 clusters Score -5567500 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -5567547.000000 Penalty: 5111.318848
	Iteration 16Q: 3 clusters Score -5567547 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -5567657.000000 Penalty: 5111.318848
	Iteration 17Q: 3 clusters Score -5567657 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -5567712.500000 Penalty: 5111.318848
	Iteration 18Q: 3 clusters Score -5567712 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -5567795.500000 Penalty: 5111.318848
	Iteration 19Q: 3 clusters Score -5567796 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -5567854.000000 Penalty: 5111.318848
	Iteration 20F: 3 clusters Score -5567854 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -5567927.500000 Penalty: 5111.318848
	Iteration 21Q: 3 clusters Score -5567928 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -5568008.500000 Penalty: 5111.318848
	Iteration 22Q: 3 clusters Score -5568008 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5568061.000000 Penalty: 5111.318848
	Iteration 23Q: 3 clusters Score -5568061 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -5568119.000000 Penalty: 5111.318848
	Iteration 24Q: 3 clusters Score -5568119 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -5568148.500000 Penalty: 5111.318848
	Iteration 25Q: 3 clusters Score -5568148 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -5568182.000000 Penalty: 5111.318848
	Iteration 26Q: 3 clusters Score -5568182 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -5568196.500000 Penalty: 5111.318848
	Iteration 27Q: 3 clusters Score -5568196 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -5568239.000000 Penalty: 5111.318848
	Iteration 28Q: 3 clusters Score -5568239 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -5568242.000000 Penalty: 5111.318848
	Iteration 29Q: 3 clusters Score -5568242 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -5568294.500000 Penalty: 5111.318848
	Iteration 30Q: 3 clusters Score -5568294 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -5568326.500000 Penalty: 5111.318848
	Iteration 31Q: 3 clusters Score -5568326 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -5568365.000000 Penalty: 5111.318848
	Iteration 32Q: 3 clusters Score -5568365 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -5568410.500000 Penalty: 5111.318848
	Iteration 33Q: 3 clusters Score -5568410 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -5568436.500000 Penalty: 5111.318848
	Iteration 34Q: 3 clusters Score -5568436 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -5568462.500000 Penalty: 5111.318848
	Iteration 35Q: 3 clusters Score -5568462 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -5568488.500000 Penalty: 5111.318848
	Iteration 36Q: 3 clusters Score -5568488 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -5568532.500000 Penalty: 5111.318848
	Iteration 37Q: 3 clusters Score -5568532 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -5568555.000000 Penalty: 5111.318848
	Iteration 38Q: 3 clusters Score -5568555 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -5568597.000000 Penalty: 5111.318848
	Iteration 39Q: 3 clusters Score -5568597 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5568619.000000 Penalty: 5111.318848
	Iteration 40F: 3 clusters Score -5568619 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5568652.500000 Penalty: 5111.318848
	Iteration 41Q: 3 clusters Score -5568652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5568660.500000 Penalty: 5111.318848
	Iteration 42Q: 3 clusters Score -5568660 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -5568702.500000 Penalty: 5111.318848
	Iteration 43Q: 3 clusters Score -5568702 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -5568734.000000 Penalty: 5111.318848
	Iteration 44Q: 3 clusters Score -5568734 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5568756.500000 Penalty: 5111.318848
	Iteration 45Q: 3 clusters Score -5568756 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5568780.500000 Penalty: 5111.318848
	Iteration 46Q: 3 clusters Score -5568780 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -5568793.000000 Penalty: 5111.318848
	Iteration 47Q: 3 clusters Score -5568793 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -5568816.500000 Penalty: 5111.318848
	Iteration 48Q: 3 clusters Score -5568816 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -5568842.500000 Penalty: 5111.318848
	Iteration 49Q: 3 clusters Score -5568842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -5568846.000000 Penalty: 5111.318848
	Iteration 50Q: 3 clusters Score -5568846 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -5568882.000000 Penalty: 5111.318848
	Iteration 51Q: 3 clusters Score -5568882 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5568902.000000 Penalty: 5111.318848
	Iteration 52Q: 3 clusters Score -5568902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5568880.500000 Penalty: 5111.318848
	Iteration 53Q: 3 clusters Score -5568880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5568885.000000 Penalty: 5111.318848
	Iteration 54Q: 3 clusters Score -5568885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5568912.500000 Penalty: 5111.318848
	Iteration 55Q: 3 clusters Score -5568912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5568937.000000 Penalty: 5111.318848
	Iteration 56Q: 3 clusters Score -5568937 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5568944.500000 Penalty: 5111.318848
	Iteration 57Q: 3 clusters Score -5568944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5568962.000000 Penalty: 5111.318848
	Iteration 58Q: 3 clusters Score -5568962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5568982.000000 Penalty: 5111.318848
	Iteration 59Q: 3 clusters Score -5568982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5568997.000000 Penalty: 5111.318848
	Iteration 60F: 3 clusters Score -5568997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5569012.000000 Penalty: 5111.318848
	Iteration 61Q: 3 clusters Score -5569012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5569030.500000 Penalty: 5111.318848
	Iteration 62Q: 3 clusters Score -5569030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5569034.000000 Penalty: 5111.318848
	Iteration 63Q: 3 clusters Score -5569034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5569050.500000 Penalty: 5111.318848
	Iteration 64Q: 3 clusters Score -5569050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5569046.000000 Penalty: 5111.318848
	Iteration 65Q: 3 clusters Score -5569046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5569053.000000 Penalty: 5111.318848
	Iteration 66Q: 3 clusters Score -5569053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5569045.000000 Penalty: 5111.318848
	Iteration 67Q: 3 clusters Score -5569045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5569047.000000 Penalty: 5111.318848
	Iteration 68Q: 3 clusters Score -5569047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5569051.000000 Penalty: 5111.318848
	Iteration 69Q: 3 clusters Score -5569051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5569073.000000 Penalty: 5111.318848
	Iteration 70Q: 3 clusters Score -5569073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5569062.000000 Penalty: 5111.318848
	Iteration 71Q: 3 clusters Score -5569062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5569059.000000 Penalty: 5111.318848
	Iteration 72Q: 3 clusters Score -5569059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5569059.500000 Penalty: 5111.318848
	Iteration 73Q: 3 clusters Score -5569060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5569066.500000 Penalty: 5111.318848
	Iteration 74Q: 3 clusters Score -5569066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5569063.000000 Penalty: 5111.318848
	Iteration 75Q: 3 clusters Score -5569063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5569064.000000 Penalty: 5111.318848
	Iteration 76Q: 3 clusters Score -5569064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5569073.500000 Penalty: 5111.318848
	Iteration 77Q: 3 clusters Score -5569074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5569070.000000 Penalty: 5111.318848
	Iteration 78Q: 3 clusters Score -5569070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5569071.000000 Penalty: 5111.318848
	Iteration 79Q: 3 clusters Score -5569071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5569077.000000 Penalty: 5111.318848
	Iteration 80F: 3 clusters Score -5569077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5569078.000000 Penalty: 5111.318848
	Iteration 81Q: 3 clusters Score -5569078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5569071.000000 Penalty: 5111.318848
	Iteration 82Q: 3 clusters Score -5569071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5569080.000000 Penalty: 5111.318848
	Iteration 83Q: 3 clusters Score -5569080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5569071.500000 Penalty: 5111.318848
	Iteration 84Q: 3 clusters Score -5569072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5569073.500000 Penalty: 5111.318848
	Iteration 85Q: 3 clusters Score -5569074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5569069.500000 Penalty: 5111.318848
	Iteration 86Q: 3 clusters Score -5569070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5569069.000000 Penalty: 5111.318848
	Iteration 87Q: 3 clusters Score -5569069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5569073.000000 Penalty: 5111.318848
	Iteration 88Q: 3 clusters Score -5569073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5569075.000000 Penalty: 5111.318848
	Iteration 89Q: 3 clusters Score -5569075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5569069.500000 Penalty: 5111.318848
	Iteration 90Q: 3 clusters Score -5569070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5569069.500000 Penalty: 5111.318848
	Iteration 91Q: 3 clusters Score -5569070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5569067.500000 Penalty: 5111.318848
	Iteration 92Q: 3 clusters Score -5569068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5569071.500000 Penalty: 5111.318848
	Iteration 93Q: 3 clusters Score -5569072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5569072.000000 Penalty: 5111.318848
	Iteration 94Q: 3 clusters Score -5569072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5569070.500000 Penalty: 5111.318848
	Iteration 95Q: 3 clusters Score -5569070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5569072.500000 Penalty: 5111.318848
	Iteration 96Q: 3 clusters Score -5569072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5569077.000000 Penalty: 5111.318848
	Iteration 97Q: 3 clusters Score -5569077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5569074.000000 Penalty: 5111.318848
	Iteration 98Q: 3 clusters Score -5569074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5569077.000000 Penalty: 5111.318848
	Iteration 99Q: 3 clusters Score -5569077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5569073.000000 Penalty: 5111.318848
	Iteration 100F: 3 clusters Score -5569073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5569066.000000 Penalty: 5111.318848
	Iteration 101Q: 3 clusters Score -5569066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5569071.500000 Penalty: 5111.318848
	Iteration 102Q: 3 clusters Score -5569072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5569071.500000 Penalty: 5111.318848
	Iteration 103F: 3 clusters Score -5569072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -81733.085938 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -81733.09 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 169 members 
Entering Unmasked Estep 
Score: -80405.570312 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -80405.57 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -80585.085938 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -80585.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -80632.593750 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -80632.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -80668.546875 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -80668.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -80677.867188 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -80677.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -80687.492188 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -80687.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -80726.898438 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -80726.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -80800.406250 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -80800.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -80844.109375 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -80844.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80874.859375 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -80874.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -80897.351562 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -80897.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80922.625000 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -80922.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80939.242188 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -80939.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80948.679688 Penalty: 2948.928711
	Iteration 13Q: 3 clusters Score -80948.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80973.015625 Penalty: 2948.928711
	Iteration 14Q: 3 clusters Score -80973.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -80991.765625 Penalty: 2948.928711
	Iteration 15Q: 3 clusters Score -80991.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80994.500000 Penalty: 2948.928711
	Iteration 16Q: 3 clusters Score -80994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81003.953125 Penalty: 2948.928711
	Iteration 17Q: 3 clusters Score -81003.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81014.812500 Penalty: 2948.928711
	Iteration 18Q: 3 clusters Score -81014.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -81038.570312 Penalty: 2948.928711
	Iteration 19Q: 3 clusters Score -81038.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81075.695312 Penalty: 2948.928711
	Iteration 20F: 3 clusters Score -81075.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Entering Unmasked Estep 
Score: -8811833.000000 Penalty: 2670.850342
	Iteration 0F: 2 clusters Score -8811833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -8780413.000000 Penalty: 5341.700684
	Iteration 0F: 3 clusters Score -8780413 nChanged 21821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -8792401.000000 Penalty: 5341.700684
	Iteration 1F: 3 clusters Score -8792401 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -8792997.000000 Penalty: 5341.700684
	Iteration 2Q: 3 clusters Score -8792997 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -8793561.000000 Penalty: 5341.700684
	Iteration 3Q: 3 clusters Score -8793561 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -8794293.000000 Penalty: 5341.700684
	Iteration 4Q: 3 clusters Score -8794293 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -8795243.000000 Penalty: 5341.700684
	Iteration 5Q: 3 clusters Score -8795243 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -8796571.000000 Penalty: 5341.700684
	Iteration 6Q: 3 clusters Score -8796571 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -8798321.000000 Penalty: 5341.700684
	Iteration 7F: 3 clusters Score -8798321 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -8800580.000000 Penalty: 5341.700684
	Iteration 8F: 3 clusters Score -8800580 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -8802917.000000 Penalty: 5341.700684
	Iteration 9F: 3 clusters Score -8802917 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -8804876.000000 Penalty: 5341.700684
	Iteration 10Q: 3 clusters Score -8804876 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -8806227.000000 Penalty: 5341.700684
	Iteration 11Q: 3 clusters Score -8806227 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -8806989.000000 Penalty: 5341.700684
	Iteration 12Q: 3 clusters Score -8806989 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8807464.000000 Penalty: 5341.700684
	Iteration 13Q: 3 clusters Score -8807464 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -8807868.000000 Penalty: 5341.700684
	Iteration 14Q: 3 clusters Score -8807868 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8808152.000000 Penalty: 5341.700684
	Iteration 15Q: 3 clusters Score -8808152 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -8808331.000000 Penalty: 5341.700684
	Iteration 16Q: 3 clusters Score -8808331 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -8808551.000000 Penalty: 5341.700684
	Iteration 17Q: 3 clusters Score -8808551 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -8808710.000000 Penalty: 5341.700684
	Iteration 18Q: 3 clusters Score -8808710 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -8808806.000000 Penalty: 5341.700684
	Iteration 19Q: 3 clusters Score -8808806 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -8808937.000000 Penalty: 5341.700684
	Iteration 20F: 3 clusters Score -8808937 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -8809096.000000 Penalty: 5341.700684
	Iteration 21Q: 3 clusters Score -8809096 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -8809181.000000 Penalty: 5341.700684
	Iteration 22Q: 3 clusters Score -8809181 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -8809263.000000 Penalty: 5341.700684
	Iteration 23Q: 3 clusters Score -8809263 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -8809314.000000 Penalty: 5341.700684
	Iteration 24Q: 3 clusters Score -8809314 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -8809371.000000 Penalty: 5341.700684
	Iteration 25Q: 3 clusters Score -8809371 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -8809398.000000 Penalty: 5341.700684
	Iteration 26Q: 3 clusters Score -8809398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -8809450.000000 Penalty: 5341.700684
	Iteration 27Q: 3 clusters Score -8809450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -8809497.000000 Penalty: 5341.700684
	Iteration 28Q: 3 clusters Score -8809497 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -8809536.000000 Penalty: 5341.700684
	Iteration 29Q: 3 clusters Score -8809536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -8809572.000000 Penalty: 5341.700684
	Iteration 30Q: 3 clusters Score -8809572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -8809571.000000 Penalty: 5341.700684
	Iteration 31Q: 3 clusters Score -8809571 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -8809616.000000 Penalty: 5341.700684
	Iteration 32Q: 3 clusters Score -8809616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -8809627.000000 Penalty: 5341.700684
	Iteration 33Q: 3 clusters Score -8809627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -8809646.000000 Penalty: 5341.700684
	Iteration 34Q: 3 clusters Score -8809646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -8809652.000000 Penalty: 5341.700684
	Iteration 35Q: 3 clusters Score -8809652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -8809657.000000 Penalty: 5341.700684
	Iteration 36Q: 3 clusters Score -8809657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -8809659.000000 Penalty: 5341.700684
	Iteration 37Q: 3 clusters Score -8809659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -8809670.000000 Penalty: 5341.700684
	Iteration 38Q: 3 clusters Score -8809670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -8809670.000000 Penalty: 5341.700684
	Iteration 39Q: 3 clusters Score -8809670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -8809668.000000 Penalty: 5341.700684
	Iteration 40F: 3 clusters Score -8809668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -8809679.000000 Penalty: 5341.700684
	Iteration 41Q: 3 clusters Score -8809679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -8809681.000000 Penalty: 5341.700684
	Iteration 42Q: 3 clusters Score -8809681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -8809686.000000 Penalty: 5341.700684
	Iteration 43Q: 3 clusters Score -8809686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -8809703.000000 Penalty: 5341.700684
	Iteration 44Q: 3 clusters Score -8809703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -8809695.000000 Penalty: 5341.700684
	Iteration 45Q: 3 clusters Score -8809695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -8809727.000000 Penalty: 5341.700684
	Iteration 46Q: 3 clusters Score -8809727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -8809732.000000 Penalty: 5341.700684
	Iteration 47Q: 3 clusters Score -8809732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -8809736.000000 Penalty: 5341.700684
	Iteration 48Q: 3 clusters Score -8809736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -8809741.000000 Penalty: 5341.700684
	Iteration 49Q: 3 clusters Score -8809741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -8809743.000000 Penalty: 5341.700684
	Iteration 50Q: 3 clusters Score -8809743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -8809747.000000 Penalty: 5341.700684
	Iteration 51Q: 3 clusters Score -8809747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -8809748.000000 Penalty: 5341.700684
	Iteration 52Q: 3 clusters Score -8809748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -8809742.000000 Penalty: 5341.700684
	Iteration 53Q: 3 clusters Score -8809742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -8809752.000000 Penalty: 5341.700684
	Iteration 54Q: 3 clusters Score -8809752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -8809746.000000 Penalty: 5341.700684
	Iteration 55Q: 3 clusters Score -8809746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -8809756.000000 Penalty: 5341.700684
	Iteration 56Q: 3 clusters Score -8809756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -8809755.000000 Penalty: 5341.700684
	Iteration 57Q: 3 clusters Score -8809755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -8809755.000000 Penalty: 5341.700684
	Iteration 58F: 3 clusters Score -8809755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Entering Unmasked Estep 
Score: -9525078.000000 Penalty: 2687.967773
	Iteration 0F: 2 clusters Score -9525078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -9493075.000000 Penalty: 5375.935547
	Iteration 0F: 3 clusters Score -9493075 nChanged 23492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -9506287.000000 Penalty: 5375.935547
	Iteration 1F: 3 clusters Score -9506287 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -9507083.000000 Penalty: 5375.935547
	Iteration 2Q: 3 clusters Score -9507083 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -9508281.000000 Penalty: 5375.935547
	Iteration 3F: 3 clusters Score -9508281 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -9510178.000000 Penalty: 5375.935547
	Iteration 4F: 3 clusters Score -9510178 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -9513259.000000 Penalty: 5375.935547
	Iteration 5F: 3 clusters Score -9513259 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -9517271.000000 Penalty: 5375.935547
	Iteration 6F: 3 clusters Score -9517271 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -9520444.000000 Penalty: 5375.935547
	Iteration 7F: 3 clusters Score -9520444 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -9522031.000000 Penalty: 5375.935547
	Iteration 8Q: 3 clusters Score -9522031 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -9522469.000000 Penalty: 5375.935547
	Iteration 9Q: 3 clusters Score -9522469 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -9522616.000000 Penalty: 5375.935547
	Iteration 10Q: 3 clusters Score -9522616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -9522676.000000 Penalty: 5375.935547
	Iteration 11Q: 3 clusters Score -9522676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -9522735.000000 Penalty: 5375.935547
	Iteration 12Q: 3 clusters Score -9522735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -9522745.000000 Penalty: 5375.935547
	Iteration 13Q: 3 clusters Score -9522745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -9522761.000000 Penalty: 5375.935547
	Iteration 14Q: 3 clusters Score -9522761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -9522773.000000 Penalty: 5375.935547
	Iteration 15Q: 3 clusters Score -9522773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -9522780.000000 Penalty: 5375.935547
	Iteration 16Q: 3 clusters Score -9522780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -9522786.000000 Penalty: 5375.935547
	Iteration 17Q: 3 clusters Score -9522786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -9522786.000000 Penalty: 5375.935547
	Iteration 18F: 3 clusters Score -9522786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -422016.187500 Penalty: 1936.161621
	Iteration 0F: 2 clusters Score -422016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -419124.281250 Penalty: 3872.323242
	Iteration 0F: 3 clusters Score -419124.3 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -419737.625000 Penalty: 3872.323242
	Iteration 1F: 3 clusters Score -419737.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -419941.593750 Penalty: 3872.323242
	Iteration 2F: 3 clusters Score -419941.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -420158.000000 Penalty: 3872.323242
	Iteration 3F: 3 clusters Score -420158 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -420372.968750 Penalty: 3872.323242
	Iteration 4F: 3 clusters Score -420373 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -420577.218750 Penalty: 3872.323242
	Iteration 5F: 3 clusters Score -420577.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -420768.312500 Penalty: 3872.323242
	Iteration 6Q: 3 clusters Score -420768.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -420963.562500 Penalty: 3872.323242
	Iteration 7Q: 3 clusters Score -420963.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -421076.750000 Penalty: 3872.323242
	Iteration 8Q: 3 clusters Score -421076.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -421145.968750 Penalty: 3872.323242
	Iteration 9Q: 3 clusters Score -421146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -421186.843750 Penalty: 3872.323242
	Iteration 10Q: 3 clusters Score -421186.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -421216.187500 Penalty: 3872.323242
	Iteration 11Q: 3 clusters Score -421216.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -421235.031250 Penalty: 3872.323242
	Iteration 12Q: 3 clusters Score -421235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -421246.218750 Penalty: 3872.323242
	Iteration 13Q: 3 clusters Score -421246.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -421250.750000 Penalty: 3872.323242
	Iteration 14Q: 3 clusters Score -421250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -421252.906250 Penalty: 3872.323242
	Iteration 15Q: 3 clusters Score -421252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -421253.812500 Penalty: 3872.323242
	Iteration 16Q: 3 clusters Score -421253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -421254.375000 Penalty: 3872.323242
	Iteration 17Q: 3 clusters Score -421254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -421254.406250 Penalty: 3872.323242
	Iteration 18Q: 3 clusters Score -421254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -421254.406250 Penalty: 3872.323242
	Iteration 19F: 3 clusters Score -421254.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Entering Unmasked Estep 
Score: -9055373.000000 Penalty: 2676.751221
	Iteration 0F: 2 clusters Score -9055373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -9023524.000000 Penalty: 5353.502441
	Iteration 0F: 3 clusters Score -9023524 nChanged 22490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -9035939.000000 Penalty: 5353.502441
	Iteration 1F: 3 clusters Score -9035939 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -9036448.000000 Penalty: 5353.502441
	Iteration 2Q: 3 clusters Score -9036448 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -9036879.000000 Penalty: 5353.502441
	Iteration 3Q: 3 clusters Score -9036879 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -9037382.000000 Penalty: 5353.502441
	Iteration 4Q: 3 clusters Score -9037382 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -9037997.000000 Penalty: 5353.502441
	Iteration 5Q: 3 clusters Score -9037997 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -9038751.000000 Penalty: 5353.502441
	Iteration 6Q: 3 clusters Score -9038751 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -9039790.000000 Penalty: 5353.502441
	Iteration 7Q: 3 clusters Score -9039790 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -9041255.000000 Penalty: 5353.502441
	Iteration 8F: 3 clusters Score -9041255 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -9043391.000000 Penalty: 5353.502441
	Iteration 9F: 3 clusters Score -9043391 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -9045809.000000 Penalty: 5353.502441
	Iteration 10F: 3 clusters Score -9045809 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -9048107.000000 Penalty: 5353.502441
	Iteration 11F: 3 clusters Score -9048107 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -9049710.000000 Penalty: 5353.502441
	Iteration 12Q: 3 clusters Score -9049710 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -9050694.000000 Penalty: 5353.502441
	Iteration 13Q: 3 clusters Score -9050694 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -9051374.000000 Penalty: 5353.502441
	Iteration 14Q: 3 clusters Score -9051374 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -9051827.000000 Penalty: 5353.502441
	Iteration 15Q: 3 clusters Score -9051827 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -9052228.000000 Penalty: 5353.502441
	Iteration 16Q: 3 clusters Score -9052228 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -9052505.000000 Penalty: 5353.502441
	Iteration 17Q: 3 clusters Score -9052505 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -9052673.000000 Penalty: 5353.502441
	Iteration 18Q: 3 clusters Score -9052673 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -9052805.000000 Penalty: 5353.502441
	Iteration 19Q: 3 clusters Score -9052805 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -9052926.000000 Penalty: 5353.502441
	Iteration 20F: 3 clusters Score -9052926 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -9053007.000000 Penalty: 5353.502441
	Iteration 21Q: 3 clusters Score -9053007 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -9053057.000000 Penalty: 5353.502441
	Iteration 22Q: 3 clusters Score -9053057 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -9053141.000000 Penalty: 5353.502441
	Iteration 23Q: 3 clusters Score -9053141 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -9053218.000000 Penalty: 5353.502441
	Iteration 24Q: 3 clusters Score -9053218 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -9053257.000000 Penalty: 5353.502441
	Iteration 25Q: 3 clusters Score -9053257 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -9053283.000000 Penalty: 5353.502441
	Iteration 26Q: 3 clusters Score -9053283 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -9053319.000000 Penalty: 5353.502441
	Iteration 27Q: 3 clusters Score -9053319 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -9053350.000000 Penalty: 5353.502441
	Iteration 28Q: 3 clusters Score -9053350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -9053374.000000 Penalty: 5353.502441
	Iteration 29Q: 3 clusters Score -9053374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -9053380.000000 Penalty: 5353.502441
	Iteration 30Q: 3 clusters Score -9053380 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -9053420.000000 Penalty: 5353.502441
	Iteration 31Q: 3 clusters Score -9053420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -9053436.000000 Penalty: 5353.502441
	Iteration 32Q: 3 clusters Score -9053436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -9053414.000000 Penalty: 5353.502441
	Iteration 33Q: 3 clusters Score -9053414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -9053420.000000 Penalty: 5353.502441
	Iteration 34Q: 3 clusters Score -9053420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -9053430.000000 Penalty: 5353.502441
	Iteration 35Q: 3 clusters Score -9053430 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -9053418.000000 Penalty: 5353.502441
	Iteration 36Q: 3 clusters Score -9053418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -9053447.000000 Penalty: 5353.502441
	Iteration 37Q: 3 clusters Score -9053447 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -9053457.000000 Penalty: 5353.502441
	Iteration 38Q: 3 clusters Score -9053457 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -9053463.000000 Penalty: 5353.502441
	Iteration 39Q: 3 clusters Score -9053463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -9053461.000000 Penalty: 5353.502441
	Iteration 40F: 3 clusters Score -9053461 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -9053455.000000 Penalty: 5353.502441
	Iteration 41Q: 3 clusters Score -9053455 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -9053474.000000 Penalty: 5353.502441
	Iteration 42Q: 3 clusters Score -9053474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -9053487.000000 Penalty: 5353.502441
	Iteration 43Q: 3 clusters Score -9053487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -9053477.000000 Penalty: 5353.502441
	Iteration 44Q: 3 clusters Score -9053477 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -9053464.000000 Penalty: 5353.502441
	Iteration 45Q: 3 clusters Score -9053464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -9053463.000000 Penalty: 5353.502441
	Iteration 46Q: 3 clusters Score -9053463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -9053484.000000 Penalty: 5353.502441
	Iteration 47Q: 3 clusters Score -9053484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -9053497.000000 Penalty: 5353.502441
	Iteration 48Q: 3 clusters Score -9053497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -9053490.000000 Penalty: 5353.502441
	Iteration 49Q: 3 clusters Score -9053490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -9053490.000000 Penalty: 5353.502441
	Iteration 50Q: 3 clusters Score -9053490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -9053498.000000 Penalty: 5353.502441
	Iteration 51Q: 3 clusters Score -9053498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -9053506.000000 Penalty: 5353.502441
	Iteration 52Q: 3 clusters Score -9053506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -9053520.000000 Penalty: 5353.502441
	Iteration 53Q: 3 clusters Score -9053520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -9053499.000000 Penalty: 5353.502441
	Iteration 54Q: 3 clusters Score -9053499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -9053484.000000 Penalty: 5353.502441
	Iteration 55Q: 3 clusters Score -9053484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -9053480.000000 Penalty: 5353.502441
	Iteration 56Q: 3 clusters Score -9053480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -9053483.000000 Penalty: 5353.502441
	Iteration 57Q: 3 clusters Score -9053483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -9053486.000000 Penalty: 5353.502441
	Iteration 58Q: 3 clusters Score -9053486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -9053478.000000 Penalty: 5353.502441
	Iteration 59Q: 3 clusters Score -9053478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -9053479.000000 Penalty: 5353.502441
	Iteration 60F: 3 clusters Score -9053479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -9053474.000000 Penalty: 5353.502441
	Iteration 61Q: 3 clusters Score -9053474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -9053478.000000 Penalty: 5353.502441
	Iteration 62Q: 3 clusters Score -9053478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -9053480.000000 Penalty: 5353.502441
	Iteration 63Q: 3 clusters Score -9053480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -9053462.000000 Penalty: 5353.502441
	Iteration 64Q: 3 clusters Score -9053462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -9053470.000000 Penalty: 5353.502441
	Iteration 65Q: 3 clusters Score -9053470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -9053479.000000 Penalty: 5353.502441
	Iteration 66Q: 3 clusters Score -9053479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -9053488.000000 Penalty: 5353.502441
	Iteration 67Q: 3 clusters Score -9053488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -9053486.000000 Penalty: 5353.502441
	Iteration 68Q: 3 clusters Score -9053486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -9053480.000000 Penalty: 5353.502441
	Iteration 69Q: 3 clusters Score -9053480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -9053480.000000 Penalty: 5353.502441
	Iteration 70Q: 3 clusters Score -9053480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -9053482.000000 Penalty: 5353.502441
	Iteration 71Q: 3 clusters Score -9053482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -9053482.000000 Penalty: 5353.502441
	Iteration 72Q: 3 clusters Score -9053482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -9053483.000000 Penalty: 5353.502441
	Iteration 73Q: 3 clusters Score -9053483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -9053482.000000 Penalty: 5353.502441
	Iteration 74Q: 3 clusters Score -9053482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -9053487.000000 Penalty: 5353.502441
	Iteration 75Q: 3 clusters Score -9053487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -9053477.000000 Penalty: 5353.502441
	Iteration 76Q: 3 clusters Score -9053477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -9053477.000000 Penalty: 5353.502441
	Iteration 77F: 3 clusters Score -9053477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Entering Unmasked Estep 
Score: -5563100.500000 Penalty: 2563.645752
	Iteration 0F: 2 clusters Score -5563100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -5542005.000000 Penalty: 5127.291504
	Iteration 0F: 3 clusters Score -5542005 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5549355.500000 Penalty: 5127.291504
	Iteration 1F: 3 clusters Score -5549356 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -5549756.000000 Penalty: 5127.291504
	Iteration 2Q: 3 clusters Score -5549756 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -5550077.000000 Penalty: 5127.291504
	Iteration 3Q: 3 clusters Score -5550077 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -5550347.500000 Penalty: 5127.291504
	Iteration 4Q: 3 clusters Score -5550348 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -5550627.000000 Penalty: 5127.291504
	Iteration 5Q: 3 clusters Score -5550627 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -5550865.000000 Penalty: 5127.291504
	Iteration 6Q: 3 clusters Score -5550865 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -5551070.000000 Penalty: 5127.291504
	Iteration 7Q: 3 clusters Score -5551070 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -5551398.000000 Penalty: 5127.291504
	Iteration 8Q: 3 clusters Score -5551398 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -5551887.500000 Penalty: 5127.291504
	Iteration 9Q: 3 clusters Score -5551888 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -5552674.500000 Penalty: 5127.291504
	Iteration 10Q: 3 clusters Score -5552674 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -5553927.000000 Penalty: 5127.291504
	Iteration 11F: 3 clusters Score -5553927 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -5555580.500000 Penalty: 5127.291504
	Iteration 12F: 3 clusters Score -5555580 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -5557368.500000 Penalty: 5127.291504
	Iteration 13F: 3 clusters Score -5557368 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5558870.500000 Penalty: 5127.291504
	Iteration 14F: 3 clusters Score -5558870 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5559768.500000 Penalty: 5127.291504
	Iteration 15Q: 3 clusters Score -5559768 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5560419.500000 Penalty: 5127.291504
	Iteration 16Q: 3 clusters Score -5560420 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5560897.500000 Penalty: 5127.291504
	Iteration 17Q: 3 clusters Score -5560898 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5561122.000000 Penalty: 5127.291504
	Iteration 18Q: 3 clusters Score -5561122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5561200.000000 Penalty: 5127.291504
	Iteration 19Q: 3 clusters Score -5561200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5561236.000000 Penalty: 5127.291504
	Iteration 20F: 3 clusters Score -5561236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5561266.500000 Penalty: 5127.291504
	Iteration 21Q: 3 clusters Score -5561266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5561281.500000 Penalty: 5127.291504
	Iteration 22Q: 3 clusters Score -5561282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5561295.000000 Penalty: 5127.291504
	Iteration 23Q: 3 clusters Score -5561295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5561296.500000 Penalty: 5127.291504
	Iteration 24Q: 3 clusters Score -5561296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5561294.500000 Penalty: 5127.291504
	Iteration 25Q: 3 clusters Score -5561294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5561288.500000 Penalty: 5127.291504
	Iteration 26Q: 3 clusters Score -5561288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5561292.000000 Penalty: 5127.291504
	Iteration 27Q: 3 clusters Score -5561292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5561290.000000 Penalty: 5127.291504
	Iteration 28Q: 3 clusters Score -5561290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5561298.500000 Penalty: 5127.291504
	Iteration 29Q: 3 clusters Score -5561298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5561299.500000 Penalty: 5127.291504
	Iteration 30Q: 3 clusters Score -5561300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5561299.500000 Penalty: 5127.291504
	Iteration 31Q: 3 clusters Score -5561300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5561296.500000 Penalty: 5127.291504
	Iteration 32Q: 3 clusters Score -5561296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5561296.500000 Penalty: 5127.291504
	Iteration 33Q: 3 clusters Score -5561296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5561297.000000 Penalty: 5127.291504
	Iteration 34Q: 3 clusters Score -5561297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5561304.000000 Penalty: 5127.291504
	Iteration 35Q: 3 clusters Score -5561304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5561300.000000 Penalty: 5127.291504
	Iteration 36Q: 3 clusters Score -5561300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5561297.000000 Penalty: 5127.291504
	Iteration 37Q: 3 clusters Score -5561297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5561295.500000 Penalty: 5127.291504
	Iteration 38Q: 3 clusters Score -5561296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5561299.500000 Penalty: 5127.291504
	Iteration 39Q: 3 clusters Score -5561300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5561299.500000 Penalty: 5127.291504
	Iteration 40F: 3 clusters Score -5561300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -182851.781250 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -182851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -180896.468750 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -180896.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -181452.406250 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -181452.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -181690.250000 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -181690.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -181814.140625 Penalty: 3503.696289
	Iteration 3F: 3 clusters Score -181814.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -181900.296875 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -181900.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -182009.906250 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -182009.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -182091.703125 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -182091.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182160.109375 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -182160.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -182199.593750 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -182199.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -182225.562500 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -182225.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -182245.125000 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -182245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -182252.734375 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -182252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -182256.687500 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -182256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -182258.875000 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -182258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -182263.921875 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -182263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -182265.828125 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -182265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -182265.828125 Penalty: 3503.696289
	Iteration 16F: 3 clusters Score -182265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Entering Unmasked Estep 
Score: -9376210.000000 Penalty: 2688.021484
	Iteration 0F: 2 clusters Score -9376210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -9342785.000000 Penalty: 5376.042969
	Iteration 0F: 3 clusters Score -9342785 nChanged 23672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -9356053.000000 Penalty: 5376.042969
	Iteration 1F: 3 clusters Score -9356053 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -9356553.000000 Penalty: 5376.042969
	Iteration 2Q: 3 clusters Score -9356553 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -9357144.000000 Penalty: 5376.042969
	Iteration 3Q: 3 clusters Score -9357144 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -9357711.000000 Penalty: 5376.042969
	Iteration 4Q: 3 clusters Score -9357711 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -9358559.000000 Penalty: 5376.042969
	Iteration 5Q: 3 clusters Score -9358559 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -9359757.000000 Penalty: 5376.042969
	Iteration 6Q: 3 clusters Score -9359757 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -9361360.000000 Penalty: 5376.042969
	Iteration 7Q: 3 clusters Score -9361360 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -9362981.000000 Penalty: 5376.042969
	Iteration 8F: 3 clusters Score -9362981 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -9364818.000000 Penalty: 5376.042969
	Iteration 9F: 3 clusters Score -9364818 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -9366756.000000 Penalty: 5376.042969
	Iteration 10F: 3 clusters Score -9366756 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -9368391.000000 Penalty: 5376.042969
	Iteration 11F: 3 clusters Score -9368391 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -9369590.000000 Penalty: 5376.042969
	Iteration 12Q: 3 clusters Score -9369590 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -9370240.000000 Penalty: 5376.042969
	Iteration 13Q: 3 clusters Score -9370240 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -9370684.000000 Penalty: 5376.042969
	Iteration 14Q: 3 clusters Score -9370684 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -9370996.000000 Penalty: 5376.042969
	Iteration 15Q: 3 clusters Score -9370996 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -9371266.000000 Penalty: 5376.042969
	Iteration 16Q: 3 clusters Score -9371266 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -9371488.000000 Penalty: 5376.042969
	Iteration 17Q: 3 clusters Score -9371488 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -9371679.000000 Penalty: 5376.042969
	Iteration 18Q: 3 clusters Score -9371679 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -9371866.000000 Penalty: 5376.042969
	Iteration 19Q: 3 clusters Score -9371866 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -9371974.000000 Penalty: 5376.042969
	Iteration 20F: 3 clusters Score -9371974 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -9372075.000000 Penalty: 5376.042969
	Iteration 21Q: 3 clusters Score -9372075 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -9372131.000000 Penalty: 5376.042969
	Iteration 22Q: 3 clusters Score -9372131 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -9372206.000000 Penalty: 5376.042969
	Iteration 23Q: 3 clusters Score -9372206 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -9372263.000000 Penalty: 5376.042969
	Iteration 24Q: 3 clusters Score -9372263 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -9372302.000000 Penalty: 5376.042969
	Iteration 25Q: 3 clusters Score -9372302 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -9372359.000000 Penalty: 5376.042969
	Iteration 26Q: 3 clusters Score -9372359 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -9372424.000000 Penalty: 5376.042969
	Iteration 27Q: 3 clusters Score -9372424 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -9372463.000000 Penalty: 5376.042969
	Iteration 28Q: 3 clusters Score -9372463 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -9372517.000000 Penalty: 5376.042969
	Iteration 29Q: 3 clusters Score -9372517 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -9372557.000000 Penalty: 5376.042969
	Iteration 30Q: 3 clusters Score -9372557 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -9372590.000000 Penalty: 5376.042969
	Iteration 31Q: 3 clusters Score -9372590 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -9372628.000000 Penalty: 5376.042969
	Iteration 32Q: 3 clusters Score -9372628 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -9372662.000000 Penalty: 5376.042969
	Iteration 33Q: 3 clusters Score -9372662 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -9372711.000000 Penalty: 5376.042969
	Iteration 34Q: 3 clusters Score -9372711 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -9372763.000000 Penalty: 5376.042969
	Iteration 35Q: 3 clusters Score -9372763 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -9372808.000000 Penalty: 5376.042969
	Iteration 36Q: 3 clusters Score -9372808 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -9372851.000000 Penalty: 5376.042969
	Iteration 37Q: 3 clusters Score -9372851 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -9372899.000000 Penalty: 5376.042969
	Iteration 38Q: 3 clusters Score -9372899 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -9372949.000000 Penalty: 5376.042969
	Iteration 39Q: 3 clusters Score -9372949 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -9372984.000000 Penalty: 5376.042969
	Iteration 40F: 3 clusters Score -9372984 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -9373046.000000 Penalty: 5376.042969
	Iteration 41Q: 3 clusters Score -9373046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -9373102.000000 Penalty: 5376.042969
	Iteration 42Q: 3 clusters Score -9373102 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -9373130.000000 Penalty: 5376.042969
	Iteration 43Q: 3 clusters Score -9373130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -9373149.000000 Penalty: 5376.042969
	Iteration 44Q: 3 clusters Score -9373149 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -9373175.000000 Penalty: 5376.042969
	Iteration 45Q: 3 clusters Score -9373175 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -9373189.000000 Penalty: 5376.042969
	Iteration 46Q: 3 clusters Score -9373189 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -9373197.000000 Penalty: 5376.042969
	Iteration 47Q: 3 clusters Score -9373197 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -9373244.000000 Penalty: 5376.042969
	Iteration 48Q: 3 clusters Score -9373244 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -9373267.000000 Penalty: 5376.042969
	Iteration 49Q: 3 clusters Score -9373267 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -9373313.000000 Penalty: 5376.042969
	Iteration 50Q: 3 clusters Score -9373313 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -9373329.000000 Penalty: 5376.042969
	Iteration 51Q: 3 clusters Score -9373329 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -9373361.000000 Penalty: 5376.042969
	Iteration 52Q: 3 clusters Score -9373361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -9373370.000000 Penalty: 5376.042969
	Iteration 53Q: 3 clusters Score -9373370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -9373375.000000 Penalty: 5376.042969
	Iteration 54Q: 3 clusters Score -9373375 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -9373370.000000 Penalty: 5376.042969
	Iteration 55Q: 3 clusters Score -9373370 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -9373428.000000 Penalty: 5376.042969
	Iteration 56Q: 3 clusters Score -9373428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -9373447.000000 Penalty: 5376.042969
	Iteration 57Q: 3 clusters Score -9373447 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -9373462.000000 Penalty: 5376.042969
	Iteration 58Q: 3 clusters Score -9373462 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -9373466.000000 Penalty: 5376.042969
	Iteration 59Q: 3 clusters Score -9373466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -9373481.000000 Penalty: 5376.042969
	Iteration 60F: 3 clusters Score -9373481 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -9373519.000000 Penalty: 5376.042969
	Iteration 61Q: 3 clusters Score -9373519 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -9373547.000000 Penalty: 5376.042969
	Iteration 62Q: 3 clusters Score -9373547 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -9373584.000000 Penalty: 5376.042969
	Iteration 63Q: 3 clusters Score -9373584 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -9373602.000000 Penalty: 5376.042969
	Iteration 64Q: 3 clusters Score -9373602 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -9373602.000000 Penalty: 5376.042969
	Iteration 65Q: 3 clusters Score -9373602 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -9373617.000000 Penalty: 5376.042969
	Iteration 66Q: 3 clusters Score -9373617 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -9373641.000000 Penalty: 5376.042969
	Iteration 67Q: 3 clusters Score -9373641 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -9373675.000000 Penalty: 5376.042969
	Iteration 68Q: 3 clusters Score -9373675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -9373705.000000 Penalty: 5376.042969
	Iteration 69Q: 3 clusters Score -9373705 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -9373722.000000 Penalty: 5376.042969
	Iteration 70Q: 3 clusters Score -9373722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -9373720.000000 Penalty: 5376.042969
	Iteration 71Q: 3 clusters Score -9373720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -9373734.000000 Penalty: 5376.042969
	Iteration 72Q: 3 clusters Score -9373734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -9373756.000000 Penalty: 5376.042969
	Iteration 73Q: 3 clusters Score -9373756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -9373761.000000 Penalty: 5376.042969
	Iteration 74Q: 3 clusters Score -9373761 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -9373762.000000 Penalty: 5376.042969
	Iteration 75Q: 3 clusters Score -9373762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -9373774.000000 Penalty: 5376.042969
	Iteration 76Q: 3 clusters Score -9373774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -9373796.000000 Penalty: 5376.042969
	Iteration 77Q: 3 clusters Score -9373796 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -9373823.000000 Penalty: 5376.042969
	Iteration 78Q: 3 clusters Score -9373823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -9373852.000000 Penalty: 5376.042969
	Iteration 79Q: 3 clusters Score -9373852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -9373896.000000 Penalty: 5376.042969
	Iteration 80F: 3 clusters Score -9373896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -9373898.000000 Penalty: 5376.042969
	Iteration 81Q: 3 clusters Score -9373898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -9373928.000000 Penalty: 5376.042969
	Iteration 82Q: 3 clusters Score -9373928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -9373956.000000 Penalty: 5376.042969
	Iteration 83Q: 3 clusters Score -9373956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -9373963.000000 Penalty: 5376.042969
	Iteration 84Q: 3 clusters Score -9373963 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -9373992.000000 Penalty: 5376.042969
	Iteration 85Q: 3 clusters Score -9373992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -9374008.000000 Penalty: 5376.042969
	Iteration 86Q: 3 clusters Score -9374008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -9374051.000000 Penalty: 5376.042969
	Iteration 87Q: 3 clusters Score -9374051 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -9374078.000000 Penalty: 5376.042969
	Iteration 88Q: 3 clusters Score -9374078 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -9374107.000000 Penalty: 5376.042969
	Iteration 89Q: 3 clusters Score -9374107 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -9374127.000000 Penalty: 5376.042969
	Iteration 90Q: 3 clusters Score -9374127 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -9374152.000000 Penalty: 5376.042969
	Iteration 91Q: 3 clusters Score -9374152 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -9374157.000000 Penalty: 5376.042969
	Iteration 92Q: 3 clusters Score -9374157 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -9374199.000000 Penalty: 5376.042969
	Iteration 93Q: 3 clusters Score -9374199 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -9374232.000000 Penalty: 5376.042969
	Iteration 94Q: 3 clusters Score -9374232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -9374233.000000 Penalty: 5376.042969
	Iteration 95Q: 3 clusters Score -9374233 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -9374270.000000 Penalty: 5376.042969
	Iteration 96Q: 3 clusters Score -9374270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -9374299.000000 Penalty: 5376.042969
	Iteration 97Q: 3 clusters Score -9374299 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -9374324.000000 Penalty: 5376.042969
	Iteration 98Q: 3 clusters Score -9374324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -9374335.000000 Penalty: 5376.042969
	Iteration 99Q: 3 clusters Score -9374335 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -9374325.000000 Penalty: 5376.042969
	Iteration 100F: 3 clusters Score -9374325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -9374337.000000 Penalty: 5376.042969
	Iteration 101Q: 3 clusters Score -9374337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -9374360.000000 Penalty: 5376.042969
	Iteration 102Q: 3 clusters Score -9374360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -9374379.000000 Penalty: 5376.042969
	Iteration 103Q: 3 clusters Score -9374379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -9374380.000000 Penalty: 5376.042969
	Iteration 104Q: 3 clusters Score -9374380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -9374410.000000 Penalty: 5376.042969
	Iteration 105Q: 3 clusters Score -9374410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -9374417.000000 Penalty: 5376.042969
	Iteration 106Q: 3 clusters Score -9374417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -9374408.000000 Penalty: 5376.042969
	Iteration 107Q: 3 clusters Score -9374408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -9374411.000000 Penalty: 5376.042969
	Iteration 108Q: 3 clusters Score -9374411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -9374419.000000 Penalty: 5376.042969
	Iteration 109Q: 3 clusters Score -9374419 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -9374439.000000 Penalty: 5376.042969
	Iteration 110Q: 3 clusters Score -9374439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -9374443.000000 Penalty: 5376.042969
	Iteration 111Q: 3 clusters Score -9374443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -9374447.000000 Penalty: 5376.042969
	Iteration 112Q: 3 clusters Score -9374447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -9374462.000000 Penalty: 5376.042969
	Iteration 113Q: 3 clusters Score -9374462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -9374463.000000 Penalty: 5376.042969
	Iteration 114Q: 3 clusters Score -9374463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -9374473.000000 Penalty: 5376.042969
	Iteration 115Q: 3 clusters Score -9374473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -9374492.000000 Penalty: 5376.042969
	Iteration 116Q: 3 clusters Score -9374492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -9374492.000000 Penalty: 5376.042969
	Iteration 117Q: 3 clusters Score -9374492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -9374497.000000 Penalty: 5376.042969
	Iteration 118Q: 3 clusters Score -9374497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -9374491.000000 Penalty: 5376.042969
	Iteration 119Q: 3 clusters Score -9374491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -9374498.000000 Penalty: 5376.042969
	Iteration 120F: 3 clusters Score -9374498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -9374492.000000 Penalty: 5376.042969
	Iteration 121Q: 3 clusters Score -9374492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -9374505.000000 Penalty: 5376.042969
	Iteration 122Q: 3 clusters Score -9374505 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -9374526.000000 Penalty: 5376.042969
	Iteration 123Q: 3 clusters Score -9374526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -9374543.000000 Penalty: 5376.042969
	Iteration 124Q: 3 clusters Score -9374543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -9374566.000000 Penalty: 5376.042969
	Iteration 125Q: 3 clusters Score -9374566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -9374584.000000 Penalty: 5376.042969
	Iteration 126Q: 3 clusters Score -9374584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -9374588.000000 Penalty: 5376.042969
	Iteration 127Q: 3 clusters Score -9374588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -9374602.000000 Penalty: 5376.042969
	Iteration 128Q: 3 clusters Score -9374602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -9374608.000000 Penalty: 5376.042969
	Iteration 129Q: 3 clusters Score -9374608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -9374604.000000 Penalty: 5376.042969
	Iteration 130Q: 3 clusters Score -9374604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -9374628.000000 Penalty: 5376.042969
	Iteration 131Q: 3 clusters Score -9374628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -9374645.000000 Penalty: 5376.042969
	Iteration 132Q: 3 clusters Score -9374645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -9374635.000000 Penalty: 5376.042969
	Iteration 133Q: 3 clusters Score -9374635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -9374638.000000 Penalty: 5376.042969
	Iteration 134Q: 3 clusters Score -9374638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -9374640.000000 Penalty: 5376.042969
	Iteration 135Q: 3 clusters Score -9374640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -9374651.000000 Penalty: 5376.042969
	Iteration 136Q: 3 clusters Score -9374651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -9374657.000000 Penalty: 5376.042969
	Iteration 137Q: 3 clusters Score -9374657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -9374652.000000 Penalty: 5376.042969
	Iteration 138Q: 3 clusters Score -9374652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -9374667.000000 Penalty: 5376.042969
	Iteration 139Q: 3 clusters Score -9374667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -9374675.000000 Penalty: 5376.042969
	Iteration 140F: 3 clusters Score -9374675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -9374696.000000 Penalty: 5376.042969
	Iteration 141Q: 3 clusters Score -9374696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -9374694.000000 Penalty: 5376.042969
	Iteration 142Q: 3 clusters Score -9374694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -9374705.000000 Penalty: 5376.042969
	Iteration 143Q: 3 clusters Score -9374705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -9374703.000000 Penalty: 5376.042969
	Iteration 144Q: 3 clusters Score -9374703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -9374708.000000 Penalty: 5376.042969
	Iteration 145Q: 3 clusters Score -9374708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -9374718.000000 Penalty: 5376.042969
	Iteration 146Q: 3 clusters Score -9374718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -9374727.000000 Penalty: 5376.042969
	Iteration 147Q: 3 clusters Score -9374727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -9374732.000000 Penalty: 5376.042969
	Iteration 148Q: 3 clusters Score -9374732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -9374745.000000 Penalty: 5376.042969
	Iteration 149Q: 3 clusters Score -9374745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -9374749.000000 Penalty: 5376.042969
	Iteration 150Q: 3 clusters Score -9374749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -9374767.000000 Penalty: 5376.042969
	Iteration 151Q: 3 clusters Score -9374767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -9374762.000000 Penalty: 5376.042969
	Iteration 152Q: 3 clusters Score -9374762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -9374767.000000 Penalty: 5376.042969
	Iteration 153Q: 3 clusters Score -9374767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -9374775.000000 Penalty: 5376.042969
	Iteration 154Q: 3 clusters Score -9374775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -9374779.000000 Penalty: 5376.042969
	Iteration 155Q: 3 clusters Score -9374779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -9374788.000000 Penalty: 5376.042969
	Iteration 156Q: 3 clusters Score -9374788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -9374788.000000 Penalty: 5376.042969
	Iteration 157Q: 3 clusters Score -9374788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -9374801.000000 Penalty: 5376.042969
	Iteration 158Q: 3 clusters Score -9374801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -9374805.000000 Penalty: 5376.042969
	Iteration 159Q: 3 clusters Score -9374805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -9374799.000000 Penalty: 5376.042969
	Iteration 160F: 3 clusters Score -9374799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -9374811.000000 Penalty: 5376.042969
	Iteration 161Q: 3 clusters Score -9374811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -9374801.000000 Penalty: 5376.042969
	Iteration 162Q: 3 clusters Score -9374801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -9374802.000000 Penalty: 5376.042969
	Iteration 163Q: 3 clusters Score -9374802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -9374814.000000 Penalty: 5376.042969
	Iteration 164Q: 3 clusters Score -9374814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -9374809.000000 Penalty: 5376.042969
	Iteration 165Q: 3 clusters Score -9374809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -9374811.000000 Penalty: 5376.042969
	Iteration 166Q: 3 clusters Score -9374811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -9374809.000000 Penalty: 5376.042969
	Iteration 167Q: 3 clusters Score -9374809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -9374812.000000 Penalty: 5376.042969
	Iteration 168Q: 3 clusters Score -9374812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -9374827.000000 Penalty: 5376.042969
	Iteration 169Q: 3 clusters Score -9374827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -9374826.000000 Penalty: 5376.042969
	Iteration 170Q: 3 clusters Score -9374826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -9374836.000000 Penalty: 5376.042969
	Iteration 171Q: 3 clusters Score -9374836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -9374820.000000 Penalty: 5376.042969
	Iteration 172Q: 3 clusters Score -9374820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -9374829.000000 Penalty: 5376.042969
	Iteration 173Q: 3 clusters Score -9374829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -9374835.000000 Penalty: 5376.042969
	Iteration 174Q: 3 clusters Score -9374835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -9374830.000000 Penalty: 5376.042969
	Iteration 175Q: 3 clusters Score -9374830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -9374834.000000 Penalty: 5376.042969
	Iteration 176Q: 3 clusters Score -9374834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -9374827.000000 Penalty: 5376.042969
	Iteration 177Q: 3 clusters Score -9374827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -9374827.000000 Penalty: 5376.042969
	Iteration 178Q: 3 clusters Score -9374827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -9374836.000000 Penalty: 5376.042969
	Iteration 179Q: 3 clusters Score -9374836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -9374831.000000 Penalty: 5376.042969
	Iteration 180F: 3 clusters Score -9374831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -9374825.000000 Penalty: 5376.042969
	Iteration 181Q: 3 clusters Score -9374825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -9374823.000000 Penalty: 5376.042969
	Iteration 182Q: 3 clusters Score -9374823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -9374829.000000 Penalty: 5376.042969
	Iteration 183Q: 3 clusters Score -9374829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -9374829.000000 Penalty: 5376.042969
	Iteration 184F: 3 clusters Score -9374829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Entering Unmasked Estep 
Score: -647941.187500 Penalty: 2023.525024
	Iteration 0F: 2 clusters Score -647941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -644354.687500 Penalty: 4047.050049
	Iteration 0F: 3 clusters Score -644354.7 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -645089.375000 Penalty: 4047.050049
	Iteration 1F: 3 clusters Score -645089.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -645253.312500 Penalty: 4047.050049
	Iteration 2F: 3 clusters Score -645253.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -645346.187500 Penalty: 4047.050049
	Iteration 3Q: 3 clusters Score -645346.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -645434.750000 Penalty: 4047.050049
	Iteration 4Q: 3 clusters Score -645434.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -645521.437500 Penalty: 4047.050049
	Iteration 5Q: 3 clusters Score -645521.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -645591.750000 Penalty: 4047.050049
	Iteration 6Q: 3 clusters Score -645591.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -645666.750000 Penalty: 4047.050049
	Iteration 7Q: 3 clusters Score -645666.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -645735.750000 Penalty: 4047.050049
	Iteration 8Q: 3 clusters Score -645735.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -645806.625000 Penalty: 4047.050049
	Iteration 9Q: 3 clusters Score -645806.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -645862.812500 Penalty: 4047.050049
	Iteration 10Q: 3 clusters Score -645862.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -645920.187500 Penalty: 4047.050049
	Iteration 11Q: 3 clusters Score -645920.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -645970.250000 Penalty: 4047.050049
	Iteration 12Q: 3 clusters Score -645970.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -646008.625000 Penalty: 4047.050049
	Iteration 13Q: 3 clusters Score -646008.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -646037.500000 Penalty: 4047.050049
	Iteration 14Q: 3 clusters Score -646037.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -646062.375000 Penalty: 4047.050049
	Iteration 15Q: 3 clusters Score -646062.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -646086.937500 Penalty: 4047.050049
	Iteration 16Q: 3 clusters Score -646086.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -646112.312500 Penalty: 4047.050049
	Iteration 17Q: 3 clusters Score -646112.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -646144.562500 Penalty: 4047.050049
	Iteration 18Q: 3 clusters Score -646144.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -646172.562500 Penalty: 4047.050049
	Iteration 19Q: 3 clusters Score -646172.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -646200.250000 Penalty: 4047.050049
	Iteration 20F: 3 clusters Score -646200.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -646227.687500 Penalty: 4047.050049
	Iteration 21Q: 3 clusters Score -646227.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -646261.812500 Penalty: 4047.050049
	Iteration 22Q: 3 clusters Score -646261.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -646287.000000 Penalty: 4047.050049
	Iteration 23Q: 3 clusters Score -646287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -646310.687500 Penalty: 4047.050049
	Iteration 24Q: 3 clusters Score -646310.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -646328.437500 Penalty: 4047.050049
	Iteration 25Q: 3 clusters Score -646328.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -646342.125000 Penalty: 4047.050049
	Iteration 26Q: 3 clusters Score -646342.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -646354.312500 Penalty: 4047.050049
	Iteration 27Q: 3 clusters Score -646354.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -646370.687500 Penalty: 4047.050049
	Iteration 28Q: 3 clusters Score -646370.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -646387.125000 Penalty: 4047.050049
	Iteration 29Q: 3 clusters Score -646387.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -646396.250000 Penalty: 4047.050049
	Iteration 30Q: 3 clusters Score -646396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -646405.312500 Penalty: 4047.050049
	Iteration 31Q: 3 clusters Score -646405.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -646418.125000 Penalty: 4047.050049
	Iteration 32Q: 3 clusters Score -646418.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -646427.812500 Penalty: 4047.050049
	Iteration 33Q: 3 clusters Score -646427.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -646436.937500 Penalty: 4047.050049
	Iteration 34Q: 3 clusters Score -646436.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -646441.000000 Penalty: 4047.050049
	Iteration 35Q: 3 clusters Score -646441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -646446.187500 Penalty: 4047.050049
	Iteration 36Q: 3 clusters Score -646446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -646448.000000 Penalty: 4047.050049
	Iteration 37Q: 3 clusters Score -646448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -646452.375000 Penalty: 4047.050049
	Iteration 38Q: 3 clusters Score -646452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -646456.375000 Penalty: 4047.050049
	Iteration 39Q: 3 clusters Score -646456.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -646462.687500 Penalty: 4047.050049
	Iteration 40F: 3 clusters Score -646462.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -646475.375000 Penalty: 4047.050049
	Iteration 41Q: 3 clusters Score -646475.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -646480.000000 Penalty: 4047.050049
	Iteration 42Q: 3 clusters Score -646480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -646484.437500 Penalty: 4047.050049
	Iteration 43Q: 3 clusters Score -646484.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -646487.562500 Penalty: 4047.050049
	Iteration 44Q: 3 clusters Score -646487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -646489.062500 Penalty: 4047.050049
	Iteration 45Q: 3 clusters Score -646489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -646489.437500 Penalty: 4047.050049
	Iteration 46Q: 3 clusters Score -646489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -646489.437500 Penalty: 4047.050049
	Iteration 47F: 3 clusters Score -646489.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Entering Unmasked Estep 
Score: -7428440.500000 Penalty: 2627.412842
	Iteration 0F: 2 clusters Score -7428440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -7401679.500000 Penalty: 5254.825684
	Iteration 0F: 3 clusters Score -7401680 nChanged 18207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -7411545.000000 Penalty: 5254.825684
	Iteration 1F: 3 clusters Score -7411545 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -7412000.500000 Penalty: 5254.825684
	Iteration 2Q: 3 clusters Score -7412000 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -7412373.000000 Penalty: 5254.825684
	Iteration 3Q: 3 clusters Score -7412373 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -7412882.500000 Penalty: 5254.825684
	Iteration 4Q: 3 clusters Score -7412882 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -7413470.500000 Penalty: 5254.825684
	Iteration 5Q: 3 clusters Score -7413470 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -7414334.500000 Penalty: 5254.825684
	Iteration 6Q: 3 clusters Score -7414334 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -7415810.000000 Penalty: 5254.825684
	Iteration 7F: 3 clusters Score -7415810 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -7417985.000000 Penalty: 5254.825684
	Iteration 8F: 3 clusters Score -7417985 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -7420635.000000 Penalty: 5254.825684
	Iteration 9F: 3 clusters Score -7420635 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -7422920.000000 Penalty: 5254.825684
	Iteration 10F: 3 clusters Score -7422920 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -7424447.000000 Penalty: 5254.825684
	Iteration 11Q: 3 clusters Score -7424447 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7425218.500000 Penalty: 5254.825684
	Iteration 12Q: 3 clusters Score -7425218 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7425617.000000 Penalty: 5254.825684
	Iteration 13Q: 3 clusters Score -7425617 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7425824.000000 Penalty: 5254.825684
	Iteration 14Q: 3 clusters Score -7425824 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7425939.500000 Penalty: 5254.825684
	Iteration 15Q: 3 clusters Score -7425940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -7426012.000000 Penalty: 5254.825684
	Iteration 16Q: 3 clusters Score -7426012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -7426037.000000 Penalty: 5254.825684
	Iteration 17Q: 3 clusters Score -7426037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7426065.500000 Penalty: 5254.825684
	Iteration 18Q: 3 clusters Score -7426066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -7426083.500000 Penalty: 5254.825684
	Iteration 19Q: 3 clusters Score -7426084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -7426123.000000 Penalty: 5254.825684
	Iteration 20F: 3 clusters Score -7426123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -7426127.000000 Penalty: 5254.825684
	Iteration 21Q: 3 clusters Score -7426127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -7426132.500000 Penalty: 5254.825684
	Iteration 22Q: 3 clusters Score -7426132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -7426135.000000 Penalty: 5254.825684
	Iteration 23Q: 3 clusters Score -7426135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -7426135.500000 Penalty: 5254.825684
	Iteration 24Q: 3 clusters Score -7426136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -7426138.500000 Penalty: 5254.825684
	Iteration 25Q: 3 clusters Score -7426138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -7426139.000000 Penalty: 5254.825684
	Iteration 26Q: 3 clusters Score -7426139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -7426141.000000 Penalty: 5254.825684
	Iteration 27Q: 3 clusters Score -7426141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -7426146.000000 Penalty: 5254.825684
	Iteration 28Q: 3 clusters Score -7426146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -7426147.500000 Penalty: 5254.825684
	Iteration 29Q: 3 clusters Score -7426148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -7426148.000000 Penalty: 5254.825684
	Iteration 30Q: 3 clusters Score -7426148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -7426149.000000 Penalty: 5254.825684
	Iteration 31Q: 3 clusters Score -7426149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -7426150.500000 Penalty: 5254.825684
	Iteration 32Q: 3 clusters Score -7426150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -7426152.000000 Penalty: 5254.825684
	Iteration 33Q: 3 clusters Score -7426152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -7426152.000000 Penalty: 5254.825684
	Iteration 34F: 3 clusters Score -7426152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Entering Unmasked Estep 
Score: -9469415.000000 Penalty: 2686.449463
	Iteration 0F: 2 clusters Score -9469415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -9438480.000000 Penalty: 5372.898926
	Iteration 0F: 3 clusters Score -9438480 nChanged 23355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -9451394.000000 Penalty: 5372.898926
	Iteration 1F: 3 clusters Score -9451394 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -9451871.000000 Penalty: 5372.898926
	Iteration 2Q: 3 clusters Score -9451871 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -9452333.000000 Penalty: 5372.898926
	Iteration 3Q: 3 clusters Score -9452333 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -9452887.000000 Penalty: 5372.898926
	Iteration 4Q: 3 clusters Score -9452887 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -9453537.000000 Penalty: 5372.898926
	Iteration 5Q: 3 clusters Score -9453537 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -9454544.000000 Penalty: 5372.898926
	Iteration 6Q: 3 clusters Score -9454544 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -9456111.000000 Penalty: 5372.898926
	Iteration 7F: 3 clusters Score -9456111 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -9458454.000000 Penalty: 5372.898926
	Iteration 8F: 3 clusters Score -9458454 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -9461327.000000 Penalty: 5372.898926
	Iteration 9F: 3 clusters Score -9461327 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -9463979.000000 Penalty: 5372.898926
	Iteration 10F: 3 clusters Score -9463979 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -9465528.000000 Penalty: 5372.898926
	Iteration 11Q: 3 clusters Score -9465528 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -9466319.000000 Penalty: 5372.898926
	Iteration 12Q: 3 clusters Score -9466319 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -9466615.000000 Penalty: 5372.898926
	Iteration 13Q: 3 clusters Score -9466615 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -9466903.000000 Penalty: 5372.898926
	Iteration 14Q: 3 clusters Score -9466903 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -9466976.000000 Penalty: 5372.898926
	Iteration 15Q: 3 clusters Score -9466976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -9467026.000000 Penalty: 5372.898926
	Iteration 16Q: 3 clusters Score -9467026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -9467073.000000 Penalty: 5372.898926
	Iteration 17Q: 3 clusters Score -9467073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -9467106.000000 Penalty: 5372.898926
	Iteration 18Q: 3 clusters Score -9467106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -9467127.000000 Penalty: 5372.898926
	Iteration 19Q: 3 clusters Score -9467127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -9467149.000000 Penalty: 5372.898926
	Iteration 20F: 3 clusters Score -9467149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -9467151.000000 Penalty: 5372.898926
	Iteration 21Q: 3 clusters Score -9467151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -9467159.000000 Penalty: 5372.898926
	Iteration 22Q: 3 clusters Score -9467159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -9467166.000000 Penalty: 5372.898926
	Iteration 23Q: 3 clusters Score -9467166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -9467183.000000 Penalty: 5372.898926
	Iteration 24Q: 3 clusters Score -9467183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -9467186.000000 Penalty: 5372.898926
	Iteration 25Q: 3 clusters Score -9467186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -9467186.000000 Penalty: 5372.898926
	Iteration 26Q: 3 clusters Score -9467186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -9467199.000000 Penalty: 5372.898926
	Iteration 27Q: 3 clusters Score -9467199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -9467195.000000 Penalty: 5372.898926
	Iteration 28Q: 3 clusters Score -9467195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -9467193.000000 Penalty: 5372.898926
	Iteration 29Q: 3 clusters Score -9467193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -9467201.000000 Penalty: 5372.898926
	Iteration 30Q: 3 clusters Score -9467201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -9467195.000000 Penalty: 5372.898926
	Iteration 31Q: 3 clusters Score -9467195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -9467200.000000 Penalty: 5372.898926
	Iteration 32Q: 3 clusters Score -9467200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -9467198.000000 Penalty: 5372.898926
	Iteration 33Q: 3 clusters Score -9467198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -9467205.000000 Penalty: 5372.898926
	Iteration 34Q: 3 clusters Score -9467205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -9467206.000000 Penalty: 5372.898926
	Iteration 35Q: 3 clusters Score -9467206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -9467210.000000 Penalty: 5372.898926
	Iteration 36Q: 3 clusters Score -9467210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -9467204.000000 Penalty: 5372.898926
	Iteration 37Q: 3 clusters Score -9467204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -9467204.000000 Penalty: 5372.898926
	Iteration 38F: 3 clusters Score -9467204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Entering Unmasked Estep 
Score: -9606698.000000 Penalty: 2689.544922
	Iteration 0F: 2 clusters Score -9606698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -9575797.000000 Penalty: 5379.089844
	Iteration 0F: 3 clusters Score -9575797 nChanged 23795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -9588752.000000 Penalty: 5379.089844
	Iteration 1F: 3 clusters Score -9588752 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -9589376.000000 Penalty: 5379.089844
	Iteration 2Q: 3 clusters Score -9589376 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -9590234.000000 Penalty: 5379.089844
	Iteration 3Q: 3 clusters Score -9590234 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -9591206.000000 Penalty: 5379.089844
	Iteration 4Q: 3 clusters Score -9591206 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -9592576.000000 Penalty: 5379.089844
	Iteration 5F: 3 clusters Score -9592576 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -9594684.000000 Penalty: 5379.089844
	Iteration 6F: 3 clusters Score -9594684 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -9597516.000000 Penalty: 5379.089844
	Iteration 7F: 3 clusters Score -9597516 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -9600980.000000 Penalty: 5379.089844
	Iteration 8F: 3 clusters Score -9600980 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -9603212.000000 Penalty: 5379.089844
	Iteration 9F: 3 clusters Score -9603212 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -9604130.000000 Penalty: 5379.089844
	Iteration 10Q: 3 clusters Score -9604130 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -9604594.000000 Penalty: 5379.089844
	Iteration 11Q: 3 clusters Score -9604594 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -9604869.000000 Penalty: 5379.089844
	Iteration 12Q: 3 clusters Score -9604869 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -9605039.000000 Penalty: 5379.089844
	Iteration 13Q: 3 clusters Score -9605039 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -9605148.000000 Penalty: 5379.089844
	Iteration 14Q: 3 clusters Score -9605148 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -9605225.000000 Penalty: 5379.089844
	Iteration 15Q: 3 clusters Score -9605225 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -9605311.000000 Penalty: 5379.089844
	Iteration 16Q: 3 clusters Score -9605311 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -9605331.000000 Penalty: 5379.089844
	Iteration 17Q: 3 clusters Score -9605331 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -9605424.000000 Penalty: 5379.089844
	Iteration 18Q: 3 clusters Score -9605424 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -9605433.000000 Penalty: 5379.089844
	Iteration 19Q: 3 clusters Score -9605433 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -9605473.000000 Penalty: 5379.089844
	Iteration 20F: 3 clusters Score -9605473 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -9605501.000000 Penalty: 5379.089844
	Iteration 21Q: 3 clusters Score -9605501 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -9605490.000000 Penalty: 5379.089844
	Iteration 22Q: 3 clusters Score -9605490 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -9605505.000000 Penalty: 5379.089844
	Iteration 23Q: 3 clusters Score -9605505 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -9605510.000000 Penalty: 5379.089844
	Iteration 24Q: 3 clusters Score -9605510 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -9605528.000000 Penalty: 5379.089844
	Iteration 25Q: 3 clusters Score -9605528 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -9605506.000000 Penalty: 5379.089844
	Iteration 26Q: 3 clusters Score -9605506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -9605521.000000 Penalty: 5379.089844
	Iteration 27Q: 3 clusters Score -9605521 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -9605525.000000 Penalty: 5379.089844
	Iteration 28Q: 3 clusters Score -9605525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -9605537.000000 Penalty: 5379.089844
	Iteration 29Q: 3 clusters Score -9605537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -9605528.000000 Penalty: 5379.089844
	Iteration 30Q: 3 clusters Score -9605528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -9605524.000000 Penalty: 5379.089844
	Iteration 31Q: 3 clusters Score -9605524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -9605536.000000 Penalty: 5379.089844
	Iteration 32Q: 3 clusters Score -9605536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -9605556.000000 Penalty: 5379.089844
	Iteration 33Q: 3 clusters Score -9605556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -9605579.000000 Penalty: 5379.089844
	Iteration 34Q: 3 clusters Score -9605579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -9605568.000000 Penalty: 5379.089844
	Iteration 35Q: 3 clusters Score -9605568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -9605561.000000 Penalty: 5379.089844
	Iteration 36Q: 3 clusters Score -9605561 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -9605549.000000 Penalty: 5379.089844
	Iteration 37Q: 3 clusters Score -9605549 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -9605565.000000 Penalty: 5379.089844
	Iteration 38Q: 3 clusters Score -9605565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -9605572.000000 Penalty: 5379.089844
	Iteration 39Q: 3 clusters Score -9605572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -9605566.000000 Penalty: 5379.089844
	Iteration 40F: 3 clusters Score -9605566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -9605591.000000 Penalty: 5379.089844
	Iteration 41Q: 3 clusters Score -9605591 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -9605591.000000 Penalty: 5379.089844
	Iteration 42Q: 3 clusters Score -9605591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -9605603.000000 Penalty: 5379.089844
	Iteration 43Q: 3 clusters Score -9605603 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -9605602.000000 Penalty: 5379.089844
	Iteration 44Q: 3 clusters Score -9605602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -9605595.000000 Penalty: 5379.089844
	Iteration 45Q: 3 clusters Score -9605595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -9605590.000000 Penalty: 5379.089844
	Iteration 46Q: 3 clusters Score -9605590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -9605594.000000 Penalty: 5379.089844
	Iteration 47Q: 3 clusters Score -9605594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -9605598.000000 Penalty: 5379.089844
	Iteration 48Q: 3 clusters Score -9605598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -9605595.000000 Penalty: 5379.089844
	Iteration 49Q: 3 clusters Score -9605595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -9605609.000000 Penalty: 5379.089844
	Iteration 50Q: 3 clusters Score -9605609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -9605617.000000 Penalty: 5379.089844
	Iteration 51Q: 3 clusters Score -9605617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -9605624.000000 Penalty: 5379.089844
	Iteration 52Q: 3 clusters Score -9605624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -9605634.000000 Penalty: 5379.089844
	Iteration 53Q: 3 clusters Score -9605634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -9605632.000000 Penalty: 5379.089844
	Iteration 54Q: 3 clusters Score -9605632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -9605619.000000 Penalty: 5379.089844
	Iteration 55Q: 3 clusters Score -9605619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -9605621.000000 Penalty: 5379.089844
	Iteration 56Q: 3 clusters Score -9605621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -9605614.000000 Penalty: 5379.089844
	Iteration 57Q: 3 clusters Score -9605614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -9605639.000000 Penalty: 5379.089844
	Iteration 58Q: 3 clusters Score -9605639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -9605645.000000 Penalty: 5379.089844
	Iteration 59Q: 3 clusters Score -9605645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -9605641.000000 Penalty: 5379.089844
	Iteration 60F: 3 clusters Score -9605641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -9605647.000000 Penalty: 5379.089844
	Iteration 61Q: 3 clusters Score -9605647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -9605661.000000 Penalty: 5379.089844
	Iteration 62Q: 3 clusters Score -9605661 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -9605654.000000 Penalty: 5379.089844
	Iteration 63Q: 3 clusters Score -9605654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -9605653.000000 Penalty: 5379.089844
	Iteration 64Q: 3 clusters Score -9605653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -9605667.000000 Penalty: 5379.089844
	Iteration 65Q: 3 clusters Score -9605667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -9605662.000000 Penalty: 5379.089844
	Iteration 66Q: 3 clusters Score -9605662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -9605645.000000 Penalty: 5379.089844
	Iteration 67Q: 3 clusters Score -9605645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -9605646.000000 Penalty: 5379.089844
	Iteration 68Q: 3 clusters Score -9605646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -9605653.000000 Penalty: 5379.089844
	Iteration 69Q: 3 clusters Score -9605653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -9605669.000000 Penalty: 5379.089844
	Iteration 70Q: 3 clusters Score -9605669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -9605649.000000 Penalty: 5379.089844
	Iteration 71Q: 3 clusters Score -9605649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -9605659.000000 Penalty: 5379.089844
	Iteration 72Q: 3 clusters Score -9605659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -9605650.000000 Penalty: 5379.089844
	Iteration 73Q: 3 clusters Score -9605650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -9605674.000000 Penalty: 5379.089844
	Iteration 74Q: 3 clusters Score -9605674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -9605663.000000 Penalty: 5379.089844
	Iteration 75Q: 3 clusters Score -9605663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -9605660.000000 Penalty: 5379.089844
	Iteration 76Q: 3 clusters Score -9605660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -9605652.000000 Penalty: 5379.089844
	Iteration 77Q: 3 clusters Score -9605652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -9605661.000000 Penalty: 5379.089844
	Iteration 78Q: 3 clusters Score -9605661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -9605669.000000 Penalty: 5379.089844
	Iteration 79Q: 3 clusters Score -9605669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -9605675.000000 Penalty: 5379.089844
	Iteration 80F: 3 clusters Score -9605675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -9605674.000000 Penalty: 5379.089844
	Iteration 81Q: 3 clusters Score -9605674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -9605690.000000 Penalty: 5379.089844
	Iteration 82Q: 3 clusters Score -9605690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -9605697.000000 Penalty: 5379.089844
	Iteration 83Q: 3 clusters Score -9605697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -9605697.000000 Penalty: 5379.089844
	Iteration 84Q: 3 clusters Score -9605697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -9605710.000000 Penalty: 5379.089844
	Iteration 85Q: 3 clusters Score -9605710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -9605714.000000 Penalty: 5379.089844
	Iteration 86Q: 3 clusters Score -9605714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -9605717.000000 Penalty: 5379.089844
	Iteration 87Q: 3 clusters Score -9605717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -9605722.000000 Penalty: 5379.089844
	Iteration 88Q: 3 clusters Score -9605722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -9605728.000000 Penalty: 5379.089844
	Iteration 89Q: 3 clusters Score -9605728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -9605729.000000 Penalty: 5379.089844
	Iteration 90Q: 3 clusters Score -9605729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -9605724.000000 Penalty: 5379.089844
	Iteration 91Q: 3 clusters Score -9605724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -9605725.000000 Penalty: 5379.089844
	Iteration 92Q: 3 clusters Score -9605725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -9605724.000000 Penalty: 5379.089844
	Iteration 93Q: 3 clusters Score -9605724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -9605721.000000 Penalty: 5379.089844
	Iteration 94Q: 3 clusters Score -9605721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -9605723.000000 Penalty: 5379.089844
	Iteration 95Q: 3 clusters Score -9605723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -9605731.000000 Penalty: 5379.089844
	Iteration 96Q: 3 clusters Score -9605731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -9605726.000000 Penalty: 5379.089844
	Iteration 97Q: 3 clusters Score -9605726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -9605728.000000 Penalty: 5379.089844
	Iteration 98Q: 3 clusters Score -9605728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -9605726.000000 Penalty: 5379.089844
	Iteration 99Q: 3 clusters Score -9605726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -9605717.000000 Penalty: 5379.089844
	Iteration 100F: 3 clusters Score -9605717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -9605718.000000 Penalty: 5379.089844
	Iteration 101Q: 3 clusters Score -9605718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -9605720.000000 Penalty: 5379.089844
	Iteration 102Q: 3 clusters Score -9605720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -9605722.000000 Penalty: 5379.089844
	Iteration 103Q: 3 clusters Score -9605722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -9605731.000000 Penalty: 5379.089844
	Iteration 104Q: 3 clusters Score -9605731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -9605731.000000 Penalty: 5379.089844
	Iteration 105Q: 3 clusters Score -9605731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -9605731.000000 Penalty: 5379.089844
	Iteration 106F: 3 clusters Score -9605731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -64052.875000 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -64052.88 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 182 members 
Entering Unmasked Estep 
Score: -62757.894531 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -62757.89 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -62967.714844 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -62967.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -63036.503906 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -63036.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -63084.062500 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -63084.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -63099.289062 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -63099.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -63099.289062 Penalty: 2956.658691
	Iteration 5F: 3 clusters Score -63099.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Entering Unmasked Estep 
Score: -8991801.000000 Penalty: 2676.333496
	Iteration 0F: 2 clusters Score -8991801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -8959628.000000 Penalty: 5352.666992
	Iteration 0F: 3 clusters Score -8959628 nChanged 22428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -8972550.000000 Penalty: 5352.666992
	Iteration 1F: 3 clusters Score -8972550 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -8973370.000000 Penalty: 5352.666992
	Iteration 2Q: 3 clusters Score -8973370 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -8974265.000000 Penalty: 5352.666992
	Iteration 3Q: 3 clusters Score -8974265 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -8975233.000000 Penalty: 5352.666992
	Iteration 4Q: 3 clusters Score -8975233 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -8976453.000000 Penalty: 5352.666992
	Iteration 5Q: 3 clusters Score -8976453 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -8977874.000000 Penalty: 5352.666992
	Iteration 6Q: 3 clusters Score -8977874 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -8979476.000000 Penalty: 5352.666992
	Iteration 7F: 3 clusters Score -8979476 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -8981103.000000 Penalty: 5352.666992
	Iteration 8F: 3 clusters Score -8981103 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -8982434.000000 Penalty: 5352.666992
	Iteration 9F: 3 clusters Score -8982434 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -8983347.000000 Penalty: 5352.666992
	Iteration 10Q: 3 clusters Score -8983347 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -8983884.000000 Penalty: 5352.666992
	Iteration 11Q: 3 clusters Score -8983884 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -8984231.000000 Penalty: 5352.666992
	Iteration 12Q: 3 clusters Score -8984231 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -8984413.000000 Penalty: 5352.666992
	Iteration 13Q: 3 clusters Score -8984413 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -8984581.000000 Penalty: 5352.666992
	Iteration 14Q: 3 clusters Score -8984581 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -8984711.000000 Penalty: 5352.666992
	Iteration 15Q: 3 clusters Score -8984711 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -8984761.000000 Penalty: 5352.666992
	Iteration 16Q: 3 clusters Score -8984761 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -8984863.000000 Penalty: 5352.666992
	Iteration 17Q: 3 clusters Score -8984863 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -8984961.000000 Penalty: 5352.666992
	Iteration 18Q: 3 clusters Score -8984961 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -8985063.000000 Penalty: 5352.666992
	Iteration 19Q: 3 clusters Score -8985063 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -8985166.000000 Penalty: 5352.666992
	Iteration 20F: 3 clusters Score -8985166 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -8985268.000000 Penalty: 5352.666992
	Iteration 21Q: 3 clusters Score -8985268 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -8985370.000000 Penalty: 5352.666992
	Iteration 22Q: 3 clusters Score -8985370 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -8985490.000000 Penalty: 5352.666992
	Iteration 23Q: 3 clusters Score -8985490 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -8985622.000000 Penalty: 5352.666992
	Iteration 24Q: 3 clusters Score -8985622 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -8985755.000000 Penalty: 5352.666992
	Iteration 25Q: 3 clusters Score -8985755 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -8985849.000000 Penalty: 5352.666992
	Iteration 26Q: 3 clusters Score -8985849 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -8985972.000000 Penalty: 5352.666992
	Iteration 27Q: 3 clusters Score -8985972 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -8986098.000000 Penalty: 5352.666992
	Iteration 28Q: 3 clusters Score -8986098 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -8986255.000000 Penalty: 5352.666992
	Iteration 29Q: 3 clusters Score -8986255 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -8986326.000000 Penalty: 5352.666992
	Iteration 30Q: 3 clusters Score -8986326 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -8986457.000000 Penalty: 5352.666992
	Iteration 31Q: 3 clusters Score -8986457 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -8986574.000000 Penalty: 5352.666992
	Iteration 32Q: 3 clusters Score -8986574 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -8986671.000000 Penalty: 5352.666992
	Iteration 33Q: 3 clusters Score -8986671 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -8986773.000000 Penalty: 5352.666992
	Iteration 34Q: 3 clusters Score -8986773 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -8986871.000000 Penalty: 5352.666992
	Iteration 35Q: 3 clusters Score -8986871 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -8986994.000000 Penalty: 5352.666992
	Iteration 36Q: 3 clusters Score -8986994 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -8987096.000000 Penalty: 5352.666992
	Iteration 37Q: 3 clusters Score -8987096 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -8987236.000000 Penalty: 5352.666992
	Iteration 38Q: 3 clusters Score -8987236 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -8987357.000000 Penalty: 5352.666992
	Iteration 39Q: 3 clusters Score -8987357 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -8987490.000000 Penalty: 5352.666992
	Iteration 40F: 3 clusters Score -8987490 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8987620.000000 Penalty: 5352.666992
	Iteration 41Q: 3 clusters Score -8987620 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -8987718.000000 Penalty: 5352.666992
	Iteration 42Q: 3 clusters Score -8987718 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -8987888.000000 Penalty: 5352.666992
	Iteration 43Q: 3 clusters Score -8987888 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -8988038.000000 Penalty: 5352.666992
	Iteration 44Q: 3 clusters Score -8988038 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -8988172.000000 Penalty: 5352.666992
	Iteration 45Q: 3 clusters Score -8988172 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -8988325.000000 Penalty: 5352.666992
	Iteration 46Q: 3 clusters Score -8988325 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8988481.000000 Penalty: 5352.666992
	Iteration 47Q: 3 clusters Score -8988481 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -8988599.000000 Penalty: 5352.666992
	Iteration 48Q: 3 clusters Score -8988599 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -8988739.000000 Penalty: 5352.666992
	Iteration 49Q: 3 clusters Score -8988739 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -8988864.000000 Penalty: 5352.666992
	Iteration 50Q: 3 clusters Score -8988864 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -8988971.000000 Penalty: 5352.666992
	Iteration 51Q: 3 clusters Score -8988971 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -8989098.000000 Penalty: 5352.666992
	Iteration 52Q: 3 clusters Score -8989098 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8989197.000000 Penalty: 5352.666992
	Iteration 53Q: 3 clusters Score -8989197 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8989261.000000 Penalty: 5352.666992
	Iteration 54Q: 3 clusters Score -8989261 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -8989335.000000 Penalty: 5352.666992
	Iteration 55Q: 3 clusters Score -8989335 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -8989391.000000 Penalty: 5352.666992
	Iteration 56Q: 3 clusters Score -8989391 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -8989423.000000 Penalty: 5352.666992
	Iteration 57Q: 3 clusters Score -8989423 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -8989464.000000 Penalty: 5352.666992
	Iteration 58Q: 3 clusters Score -8989464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -8989494.000000 Penalty: 5352.666992
	Iteration 59Q: 3 clusters Score -8989494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -8989548.000000 Penalty: 5352.666992
	Iteration 60F: 3 clusters Score -8989548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -8989601.000000 Penalty: 5352.666992
	Iteration 61Q: 3 clusters Score -8989601 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -8989618.000000 Penalty: 5352.666992
	Iteration 62Q: 3 clusters Score -8989618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -8989638.000000 Penalty: 5352.666992
	Iteration 63Q: 3 clusters Score -8989638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -8989669.000000 Penalty: 5352.666992
	Iteration 64Q: 3 clusters Score -8989669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -8989670.000000 Penalty: 5352.666992
	Iteration 65Q: 3 clusters Score -8989670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -8989672.000000 Penalty: 5352.666992
	Iteration 66Q: 3 clusters Score -8989672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -8989675.000000 Penalty: 5352.666992
	Iteration 67Q: 3 clusters Score -8989675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -8989682.000000 Penalty: 5352.666992
	Iteration 68Q: 3 clusters Score -8989682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -8989704.000000 Penalty: 5352.666992
	Iteration 69Q: 3 clusters Score -8989704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -8989703.000000 Penalty: 5352.666992
	Iteration 70Q: 3 clusters Score -8989703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -8989710.000000 Penalty: 5352.666992
	Iteration 71Q: 3 clusters Score -8989710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -8989702.000000 Penalty: 5352.666992
	Iteration 72Q: 3 clusters Score -8989702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -8989706.000000 Penalty: 5352.666992
	Iteration 73Q: 3 clusters Score -8989706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -8989713.000000 Penalty: 5352.666992
	Iteration 74Q: 3 clusters Score -8989713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -8989711.000000 Penalty: 5352.666992
	Iteration 75Q: 3 clusters Score -8989711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -8989734.000000 Penalty: 5352.666992
	Iteration 76Q: 3 clusters Score -8989734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -8989736.000000 Penalty: 5352.666992
	Iteration 77Q: 3 clusters Score -8989736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -8989739.000000 Penalty: 5352.666992
	Iteration 78Q: 3 clusters Score -8989739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -8989739.000000 Penalty: 5352.666992
	Iteration 79Q: 3 clusters Score -8989739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -8989743.000000 Penalty: 5352.666992
	Iteration 80F: 3 clusters Score -8989743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -8989745.000000 Penalty: 5352.666992
	Iteration 81Q: 3 clusters Score -8989745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -8989752.000000 Penalty: 5352.666992
	Iteration 82Q: 3 clusters Score -8989752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -8989755.000000 Penalty: 5352.666992
	Iteration 83Q: 3 clusters Score -8989755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -8989759.000000 Penalty: 5352.666992
	Iteration 84Q: 3 clusters Score -8989759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -8989773.000000 Penalty: 5352.666992
	Iteration 85Q: 3 clusters Score -8989773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -8989775.000000 Penalty: 5352.666992
	Iteration 86Q: 3 clusters Score -8989775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -8989779.000000 Penalty: 5352.666992
	Iteration 87Q: 3 clusters Score -8989779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -8989779.000000 Penalty: 5352.666992
	Iteration 88Q: 3 clusters Score -8989779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -8989774.000000 Penalty: 5352.666992
	Iteration 89Q: 3 clusters Score -8989774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -8989769.000000 Penalty: 5352.666992
	Iteration 90Q: 3 clusters Score -8989769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -8989775.000000 Penalty: 5352.666992
	Iteration 91Q: 3 clusters Score -8989775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -8989774.000000 Penalty: 5352.666992
	Iteration 92Q: 3 clusters Score -8989774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -8989780.000000 Penalty: 5352.666992
	Iteration 93Q: 3 clusters Score -8989780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -8989781.000000 Penalty: 5352.666992
	Iteration 94Q: 3 clusters Score -8989781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -8989789.000000 Penalty: 5352.666992
	Iteration 95Q: 3 clusters Score -8989789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -8989789.000000 Penalty: 5352.666992
	Iteration 96Q: 3 clusters Score -8989789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -8989793.000000 Penalty: 5352.666992
	Iteration 97Q: 3 clusters Score -8989793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -8989793.000000 Penalty: 5352.666992
	Iteration 98F: 3 clusters Score -8989793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -47368.062500 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -47368.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45984.390625 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -45984.39 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46301.316406 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -46301.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46458.484375 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -46458.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46669.527344 Penalty: 3032.386475
	Iteration 3F: 3 clusters Score -46669.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46769.789062 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -46769.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46812.539062 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -46812.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46868.066406 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -46868.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46882.753906 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -46882.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46900.117188 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -46900.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46923.156250 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -46923.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46934.140625 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -46934.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46938.949219 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -46938.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46941.445312 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -46941.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46941.445312 Penalty: 3032.386475
	Iteration 13F: 3 clusters Score -46941.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -19094.111328 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -19094.11 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 126 members 
Entering Unmasked Estep 
Score: -17996.890625 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -17996.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18115.183594 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -18115.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18189.611328 Penalty: 2744.561279
	Iteration 2F: 3 clusters Score -18189.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18218.593750 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18218.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18229.843750 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -18229.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18255.511719 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -18255.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18269.056641 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -18269.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18284.826172 Penalty: 2744.561279
	Iteration 7Q: 3 clusters Score -18284.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18308.845703 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -18308.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18330.083984 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -18330.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18330.083984 Penalty: 2744.561279
	Iteration 10F: 3 clusters Score -18330.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -106575.585938 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -106575.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -104977.742188 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -104977.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105181.765625 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -105181.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -105273.140625 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -105273.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -105352.671875 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -105352.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105389.281250 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -105389.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -105436.398438 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -105436.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -105499.750000 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -105499.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -105567.828125 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -105567.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -105602.273438 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -105602.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -105629.945312 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -105629.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105658.187500 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -105658.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -105699.226562 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -105699.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -105737.195312 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -105737.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105770.281250 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -105770.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105797.312500 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -105797.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105818.609375 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -105818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105825.382812 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -105825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105830.281250 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -105830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105842.101562 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -105842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105857.523438 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -105857.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105871.164062 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -105871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105878.578125 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -105878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105886.906250 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -105886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105894.203125 Penalty: 3184.317383
	Iteration 23Q: 3 clusters Score -105894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105894.992188 Penalty: 3184.317383
	Iteration 24Q: 3 clusters Score -105895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105894.992188 Penalty: 3184.317383
	Iteration 25F: 3 clusters Score -105895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -176385.937500 Penalty: 1717.791138
	Iteration 0F: 2 clusters Score -176385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174521.546875 Penalty: 3435.582275
	Iteration 0F: 3 clusters Score -174521.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -174971.968750 Penalty: 3435.582275
	Iteration 1F: 3 clusters Score -174972 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -175197.000000 Penalty: 3435.582275
	Iteration 2F: 3 clusters Score -175197 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -175362.093750 Penalty: 3435.582275
	Iteration 3F: 3 clusters Score -175362.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -175448.453125 Penalty: 3435.582275
	Iteration 4F: 3 clusters Score -175448.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -175528.359375 Penalty: 3435.582275
	Iteration 5Q: 3 clusters Score -175528.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -175563.828125 Penalty: 3435.582275
	Iteration 6Q: 3 clusters Score -175563.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -175595.484375 Penalty: 3435.582275
	Iteration 7Q: 3 clusters Score -175595.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -175617.890625 Penalty: 3435.582275
	Iteration 8Q: 3 clusters Score -175617.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -175635.656250 Penalty: 3435.582275
	Iteration 9Q: 3 clusters Score -175635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -175648.218750 Penalty: 3435.582275
	Iteration 10Q: 3 clusters Score -175648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -175653.500000 Penalty: 3435.582275
	Iteration 11Q: 3 clusters Score -175653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -175660.953125 Penalty: 3435.582275
	Iteration 12Q: 3 clusters Score -175661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -175664.218750 Penalty: 3435.582275
	Iteration 13Q: 3 clusters Score -175664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -175668.578125 Penalty: 3435.582275
	Iteration 14Q: 3 clusters Score -175668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -175671.765625 Penalty: 3435.582275
	Iteration 15Q: 3 clusters Score -175671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -175671.765625 Penalty: 3435.582275
	Iteration 16F: 3 clusters Score -175671.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -71639.890625 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -71639.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70128.500000 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -70128.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70502.632812 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -70502.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70708.539062 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -70708.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70820.281250 Penalty: 3136.882080
	Iteration 3F: 3 clusters Score -70820.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70909.500000 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -70909.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70976.265625 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -70976.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71017.921875 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -71017.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71054.578125 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -71054.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71101.625000 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -71101.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71141.671875 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -71141.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71194.210938 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -71194.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71209.250000 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -71209.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71209.882812 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -71209.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71209.882812 Penalty: 3136.882080
	Iteration 13F: 3 clusters Score -71209.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Entering Unmasked Estep 
Score: -7670299.500000 Penalty: 2634.578613
	Iteration 0F: 2 clusters Score -7670300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -7643241.500000 Penalty: 5269.157227
	Iteration 0F: 3 clusters Score -7643242 nChanged 18663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7653237.500000 Penalty: 5269.157227
	Iteration 1F: 3 clusters Score -7653238 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -7653748.000000 Penalty: 5269.157227
	Iteration 2Q: 3 clusters Score -7653748 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -7654333.500000 Penalty: 5269.157227
	Iteration 3Q: 3 clusters Score -7654334 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -7655003.000000 Penalty: 5269.157227
	Iteration 4Q: 3 clusters Score -7655003 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -7655946.000000 Penalty: 5269.157227
	Iteration 5Q: 3 clusters Score -7655946 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -7657229.000000 Penalty: 5269.157227
	Iteration 6F: 3 clusters Score -7657229 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -7658840.500000 Penalty: 5269.157227
	Iteration 7F: 3 clusters Score -7658840 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -7660726.500000 Penalty: 5269.157227
	Iteration 8F: 3 clusters Score -7660726 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -7662817.500000 Penalty: 5269.157227
	Iteration 9F: 3 clusters Score -7662818 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -7664647.000000 Penalty: 5269.157227
	Iteration 10F: 3 clusters Score -7664647 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -7665701.500000 Penalty: 5269.157227
	Iteration 11Q: 3 clusters Score -7665702 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -7666230.500000 Penalty: 5269.157227
	Iteration 12Q: 3 clusters Score -7666230 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -7666594.500000 Penalty: 5269.157227
	Iteration 13Q: 3 clusters Score -7666594 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -7666889.000000 Penalty: 5269.157227
	Iteration 14Q: 3 clusters Score -7666889 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -7667144.000000 Penalty: 5269.157227
	Iteration 15Q: 3 clusters Score -7667144 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -7667326.500000 Penalty: 5269.157227
	Iteration 16Q: 3 clusters Score -7667326 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -7667535.500000 Penalty: 5269.157227
	Iteration 17Q: 3 clusters Score -7667536 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -7667666.000000 Penalty: 5269.157227
	Iteration 18Q: 3 clusters Score -7667666 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -7667764.500000 Penalty: 5269.157227
	Iteration 19Q: 3 clusters Score -7667764 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -7667869.000000 Penalty: 5269.157227
	Iteration 20F: 3 clusters Score -7667869 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -7667918.500000 Penalty: 5269.157227
	Iteration 21Q: 3 clusters Score -7667918 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -7667978.000000 Penalty: 5269.157227
	Iteration 22Q: 3 clusters Score -7667978 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -7668069.500000 Penalty: 5269.157227
	Iteration 23Q: 3 clusters Score -7668070 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -7668133.000000 Penalty: 5269.157227
	Iteration 24Q: 3 clusters Score -7668133 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -7668207.500000 Penalty: 5269.157227
	Iteration 25Q: 3 clusters Score -7668208 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -7668276.500000 Penalty: 5269.157227
	Iteration 26Q: 3 clusters Score -7668276 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -7668295.000000 Penalty: 5269.157227
	Iteration 27Q: 3 clusters Score -7668295 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7668304.500000 Penalty: 5269.157227
	Iteration 28Q: 3 clusters Score -7668304 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -7668303.000000 Penalty: 5269.157227
	Iteration 29Q: 3 clusters Score -7668303 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -7668313.000000 Penalty: 5269.157227
	Iteration 30Q: 3 clusters Score -7668313 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7668325.000000 Penalty: 5269.157227
	Iteration 31Q: 3 clusters Score -7668325 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7668343.000000 Penalty: 5269.157227
	Iteration 32Q: 3 clusters Score -7668343 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7668348.000000 Penalty: 5269.157227
	Iteration 33Q: 3 clusters Score -7668348 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7668344.000000 Penalty: 5269.157227
	Iteration 34Q: 3 clusters Score -7668344 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7668373.000000 Penalty: 5269.157227
	Iteration 35Q: 3 clusters Score -7668373 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -7668382.000000 Penalty: 5269.157227
	Iteration 36Q: 3 clusters Score -7668382 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7668372.500000 Penalty: 5269.157227
	Iteration 37Q: 3 clusters Score -7668372 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7668387.000000 Penalty: 5269.157227
	Iteration 38Q: 3 clusters Score -7668387 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7668384.500000 Penalty: 5269.157227
	Iteration 39Q: 3 clusters Score -7668384 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7668396.500000 Penalty: 5269.157227
	Iteration 40F: 3 clusters Score -7668396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7668392.500000 Penalty: 5269.157227
	Iteration 41Q: 3 clusters Score -7668392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7668400.500000 Penalty: 5269.157227
	Iteration 42Q: 3 clusters Score -7668400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7668409.500000 Penalty: 5269.157227
	Iteration 43Q: 3 clusters Score -7668410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7668426.500000 Penalty: 5269.157227
	Iteration 44Q: 3 clusters Score -7668426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7668413.000000 Penalty: 5269.157227
	Iteration 45Q: 3 clusters Score -7668413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7668421.500000 Penalty: 5269.157227
	Iteration 46Q: 3 clusters Score -7668422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7668418.500000 Penalty: 5269.157227
	Iteration 47Q: 3 clusters Score -7668418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7668426.000000 Penalty: 5269.157227
	Iteration 48Q: 3 clusters Score -7668426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7668423.500000 Penalty: 5269.157227
	Iteration 49Q: 3 clusters Score -7668424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7668427.000000 Penalty: 5269.157227
	Iteration 50Q: 3 clusters Score -7668427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7668436.000000 Penalty: 5269.157227
	Iteration 51Q: 3 clusters Score -7668436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7668426.500000 Penalty: 5269.157227
	Iteration 52Q: 3 clusters Score -7668426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7668430.000000 Penalty: 5269.157227
	Iteration 53Q: 3 clusters Score -7668430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7668436.000000 Penalty: 5269.157227
	Iteration 54Q: 3 clusters Score -7668436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7668436.000000 Penalty: 5269.157227
	Iteration 55Q: 3 clusters Score -7668436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7668435.000000 Penalty: 5269.157227
	Iteration 56Q: 3 clusters Score -7668435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7668433.000000 Penalty: 5269.157227
	Iteration 57Q: 3 clusters Score -7668433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7668431.000000 Penalty: 5269.157227
	Iteration 58Q: 3 clusters Score -7668431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7668426.000000 Penalty: 5269.157227
	Iteration 59Q: 3 clusters Score -7668426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7668428.000000 Penalty: 5269.157227
	Iteration 60F: 3 clusters Score -7668428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7668419.500000 Penalty: 5269.157227
	Iteration 61Q: 3 clusters Score -7668420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7668421.500000 Penalty: 5269.157227
	Iteration 62Q: 3 clusters Score -7668422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7668433.000000 Penalty: 5269.157227
	Iteration 63Q: 3 clusters Score -7668433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7668424.500000 Penalty: 5269.157227
	Iteration 64Q: 3 clusters Score -7668424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7668434.000000 Penalty: 5269.157227
	Iteration 65Q: 3 clusters Score -7668434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7668428.500000 Penalty: 5269.157227
	Iteration 66Q: 3 clusters Score -7668428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7668433.000000 Penalty: 5269.157227
	Iteration 67Q: 3 clusters Score -7668433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7668433.000000 Penalty: 5269.157227
	Iteration 68Q: 3 clusters Score -7668433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7668429.500000 Penalty: 5269.157227
	Iteration 69Q: 3 clusters Score -7668430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7668425.500000 Penalty: 5269.157227
	Iteration 70Q: 3 clusters Score -7668426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7668425.000000 Penalty: 5269.157227
	Iteration 71Q: 3 clusters Score -7668425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7668417.500000 Penalty: 5269.157227
	Iteration 72Q: 3 clusters Score -7668418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7668422.000000 Penalty: 5269.157227
	Iteration 73Q: 3 clusters Score -7668422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7668423.500000 Penalty: 5269.157227
	Iteration 74Q: 3 clusters Score -7668424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7668427.000000 Penalty: 5269.157227
	Iteration 75Q: 3 clusters Score -7668427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7668417.500000 Penalty: 5269.157227
	Iteration 76Q: 3 clusters Score -7668418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7668418.000000 Penalty: 5269.157227
	Iteration 77Q: 3 clusters Score -7668418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7668413.500000 Penalty: 5269.157227
	Iteration 78Q: 3 clusters Score -7668414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7668420.500000 Penalty: 5269.157227
	Iteration 79Q: 3 clusters Score -7668420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7668417.000000 Penalty: 5269.157227
	Iteration 80F: 3 clusters Score -7668417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7668417.500000 Penalty: 5269.157227
	Iteration 81Q: 3 clusters Score -7668418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7668418.500000 Penalty: 5269.157227
	Iteration 82Q: 3 clusters Score -7668418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7668418.000000 Penalty: 5269.157227
	Iteration 83Q: 3 clusters Score -7668418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7668422.500000 Penalty: 5269.157227
	Iteration 84Q: 3 clusters Score -7668422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7668411.500000 Penalty: 5269.157227
	Iteration 85Q: 3 clusters Score -7668412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7668422.000000 Penalty: 5269.157227
	Iteration 86Q: 3 clusters Score -7668422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7668403.000000 Penalty: 5269.157227
	Iteration 87Q: 3 clusters Score -7668403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7668402.500000 Penalty: 5269.157227
	Iteration 88Q: 3 clusters Score -7668402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7668406.000000 Penalty: 5269.157227
	Iteration 89Q: 3 clusters Score -7668406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7668406.000000 Penalty: 5269.157227
	Iteration 90F: 3 clusters Score -7668406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Entering Unmasked Estep 
Score: -9097474.000000 Penalty: 2678.395996
	Iteration 0F: 2 clusters Score -9097474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -9065593.000000 Penalty: 5356.791992
	Iteration 0F: 3 clusters Score -9065593 nChanged 22592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -9077924.000000 Penalty: 5356.791992
	Iteration 1F: 3 clusters Score -9077924 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -9078409.000000 Penalty: 5356.791992
	Iteration 2Q: 3 clusters Score -9078409 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -9078839.000000 Penalty: 5356.791992
	Iteration 3Q: 3 clusters Score -9078839 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -9079265.000000 Penalty: 5356.791992
	Iteration 4Q: 3 clusters Score -9079265 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -9079728.000000 Penalty: 5356.791992
	Iteration 5Q: 3 clusters Score -9079728 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -9080200.000000 Penalty: 5356.791992
	Iteration 6Q: 3 clusters Score -9080200 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -9080841.000000 Penalty: 5356.791992
	Iteration 7Q: 3 clusters Score -9080841 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -9081663.000000 Penalty: 5356.791992
	Iteration 8Q: 3 clusters Score -9081663 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -9082878.000000 Penalty: 5356.791992
	Iteration 9Q: 3 clusters Score -9082878 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -9084740.000000 Penalty: 5356.791992
	Iteration 10F: 3 clusters Score -9084740 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -9086984.000000 Penalty: 5356.791992
	Iteration 11F: 3 clusters Score -9086984 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -9089273.000000 Penalty: 5356.791992
	Iteration 12F: 3 clusters Score -9089273 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -9091245.000000 Penalty: 5356.791992
	Iteration 13Q: 3 clusters Score -9091245 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -9092601.000000 Penalty: 5356.791992
	Iteration 14Q: 3 clusters Score -9092601 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -9093595.000000 Penalty: 5356.791992
	Iteration 15Q: 3 clusters Score -9093595 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -9094263.000000 Penalty: 5356.791992
	Iteration 16Q: 3 clusters Score -9094263 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -9094643.000000 Penalty: 5356.791992
	Iteration 17Q: 3 clusters Score -9094643 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -9094909.000000 Penalty: 5356.791992
	Iteration 18Q: 3 clusters Score -9094909 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9095080.000000 Penalty: 5356.791992
	Iteration 19Q: 3 clusters Score -9095080 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9095179.000000 Penalty: 5356.791992
	Iteration 20F: 3 clusters Score -9095179 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9095254.000000 Penalty: 5356.791992
	Iteration 21Q: 3 clusters Score -9095254 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9095329.000000 Penalty: 5356.791992
	Iteration 22Q: 3 clusters Score -9095329 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9095346.000000 Penalty: 5356.791992
	Iteration 23Q: 3 clusters Score -9095346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9095344.000000 Penalty: 5356.791992
	Iteration 24Q: 3 clusters Score -9095344 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9095379.000000 Penalty: 5356.791992
	Iteration 25Q: 3 clusters Score -9095379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9095436.000000 Penalty: 5356.791992
	Iteration 26Q: 3 clusters Score -9095436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9095448.000000 Penalty: 5356.791992
	Iteration 27Q: 3 clusters Score -9095448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9095452.000000 Penalty: 5356.791992
	Iteration 28Q: 3 clusters Score -9095452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9095469.000000 Penalty: 5356.791992
	Iteration 29Q: 3 clusters Score -9095469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9095476.000000 Penalty: 5356.791992
	Iteration 30Q: 3 clusters Score -9095476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9095498.000000 Penalty: 5356.791992
	Iteration 31Q: 3 clusters Score -9095498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9095496.000000 Penalty: 5356.791992
	Iteration 32Q: 3 clusters Score -9095496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9095506.000000 Penalty: 5356.791992
	Iteration 33Q: 3 clusters Score -9095506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9095510.000000 Penalty: 5356.791992
	Iteration 34Q: 3 clusters Score -9095510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9095502.000000 Penalty: 5356.791992
	Iteration 35Q: 3 clusters Score -9095502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9095507.000000 Penalty: 5356.791992
	Iteration 36Q: 3 clusters Score -9095507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9095511.000000 Penalty: 5356.791992
	Iteration 37Q: 3 clusters Score -9095511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9095509.000000 Penalty: 5356.791992
	Iteration 38Q: 3 clusters Score -9095509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9095509.000000 Penalty: 5356.791992
	Iteration 39F: 3 clusters Score -9095509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73705.304688 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72207.937500 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72207.94 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72487.140625 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72487.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72633.335938 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -72633.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72772.109375 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -72772.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72890.273438 Penalty: 3120.618408
	Iteration 4F: 3 clusters Score -72890.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72966.187500 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -72966.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -73021.953125 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -73021.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73079.382812 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -73079.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73145.398438 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -73145.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73240.632812 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -73240.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73299.976562 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -73299.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73362.515625 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -73362.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73388.039062 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -73388.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73404.132812 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -73404.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73417.804688 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -73417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73417.804688 Penalty: 3120.618408
	Iteration 15F: 3 clusters Score -73417.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -443272.062500 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -443272.1 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 1197 members 
Entering Unmasked Estep 
Score: -440413.593750 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -440413.6 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -440897.812500 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -440897.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -441006.531250 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -441006.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -441066.812500 Penalty: 3861.511230
	Iteration 3Q: 3 clusters Score -441066.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -441106.281250 Penalty: 3861.511230
	Iteration 4Q: 3 clusters Score -441106.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -441142.750000 Penalty: 3861.511230
	Iteration 5Q: 3 clusters Score -441142.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -441170.843750 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -441170.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -441195.625000 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -441195.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -441208.031250 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -441208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -441212.343750 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -441212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -441216.656250 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -441216.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -441222.812500 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -441222.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -441228.343750 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -441228.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -441231.312500 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -441231.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -441232.937500 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -441232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -441234.125000 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -441234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -441233.937500 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -441233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -441233.937500 Penalty: 3861.511230
	Iteration 17F: 3 clusters Score -441233.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (49434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Entering Unmasked Estep 
Score: -9291426.000000 Penalty: 2680.481689
	Iteration 0F: 2 clusters Score -9291426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -9260974.000000 Penalty: 5360.963379
	Iteration 0F: 3 clusters Score -9260974 nChanged 22473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -9273142.000000 Penalty: 5360.963379
	Iteration 1F: 3 clusters Score -9273142 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -9273601.000000 Penalty: 5360.963379
	Iteration 2Q: 3 clusters Score -9273601 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -9274112.000000 Penalty: 5360.963379
	Iteration 3Q: 3 clusters Score -9274112 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -9274669.000000 Penalty: 5360.963379
	Iteration 4Q: 3 clusters Score -9274669 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -9275266.000000 Penalty: 5360.963379
	Iteration 5Q: 3 clusters Score -9275266 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -9275910.000000 Penalty: 5360.963379
	Iteration 6Q: 3 clusters Score -9275910 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -9276751.000000 Penalty: 5360.963379
	Iteration 7Q: 3 clusters Score -9276751 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -9277865.000000 Penalty: 5360.963379
	Iteration 8Q: 3 clusters Score -9277865 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -9279376.000000 Penalty: 5360.963379
	Iteration 9F: 3 clusters Score -9279376 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -9281317.000000 Penalty: 5360.963379
	Iteration 10F: 3 clusters Score -9281317 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -9283336.000000 Penalty: 5360.963379
	Iteration 11F: 3 clusters Score -9283336 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -9284810.000000 Penalty: 5360.963379
	Iteration 12F: 3 clusters Score -9284810 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -9285549.000000 Penalty: 5360.963379
	Iteration 13Q: 3 clusters Score -9285549 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -9285836.000000 Penalty: 5360.963379
	Iteration 14Q: 3 clusters Score -9285836 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -9286090.000000 Penalty: 5360.963379
	Iteration 15Q: 3 clusters Score -9286090 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -9286232.000000 Penalty: 5360.963379
	Iteration 16Q: 3 clusters Score -9286232 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -9286312.000000 Penalty: 5360.963379
	Iteration 17Q: 3 clusters Score -9286312 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -9286455.000000 Penalty: 5360.963379
	Iteration 18Q: 3 clusters Score -9286455 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -9286556.000000 Penalty: 5360.963379
	Iteration 19Q: 3 clusters Score -9286556 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -9286692.000000 Penalty: 5360.963379
	Iteration 20F: 3 clusters Score -9286692 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -9286759.000000 Penalty: 5360.963379
	Iteration 21Q: 3 clusters Score -9286759 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -9286899.000000 Penalty: 5360.963379
	Iteration 22Q: 3 clusters Score -9286899 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -9287000.000000 Penalty: 5360.963379
	Iteration 23Q: 3 clusters Score -9287000 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -9287089.000000 Penalty: 5360.963379
	Iteration 24Q: 3 clusters Score -9287089 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -9287173.000000 Penalty: 5360.963379
	Iteration 25Q: 3 clusters Score -9287173 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -9287260.000000 Penalty: 5360.963379
	Iteration 26Q: 3 clusters Score -9287260 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -9287352.000000 Penalty: 5360.963379
	Iteration 27Q: 3 clusters Score -9287352 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -9287424.000000 Penalty: 5360.963379
	Iteration 28Q: 3 clusters Score -9287424 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -9287514.000000 Penalty: 5360.963379
	Iteration 29Q: 3 clusters Score -9287514 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -9287611.000000 Penalty: 5360.963379
	Iteration 30Q: 3 clusters Score -9287611 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -9287785.000000 Penalty: 5360.963379
	Iteration 31Q: 3 clusters Score -9287785 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -9287874.000000 Penalty: 5360.963379
	Iteration 32Q: 3 clusters Score -9287874 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -9287946.000000 Penalty: 5360.963379
	Iteration 33Q: 3 clusters Score -9287946 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -9288081.000000 Penalty: 5360.963379
	Iteration 34Q: 3 clusters Score -9288081 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -9288131.000000 Penalty: 5360.963379
	Iteration 35Q: 3 clusters Score -9288131 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -9288211.000000 Penalty: 5360.963379
	Iteration 36Q: 3 clusters Score -9288211 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -9288304.000000 Penalty: 5360.963379
	Iteration 37Q: 3 clusters Score -9288304 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -9288445.000000 Penalty: 5360.963379
	Iteration 38Q: 3 clusters Score -9288445 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -9288486.000000 Penalty: 5360.963379
	Iteration 39Q: 3 clusters Score -9288486 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -9288567.000000 Penalty: 5360.963379
	Iteration 40F: 3 clusters Score -9288567 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -9288664.000000 Penalty: 5360.963379
	Iteration 41Q: 3 clusters Score -9288664 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -9288746.000000 Penalty: 5360.963379
	Iteration 42Q: 3 clusters Score -9288746 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -9288821.000000 Penalty: 5360.963379
	Iteration 43Q: 3 clusters Score -9288821 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -9288852.000000 Penalty: 5360.963379
	Iteration 44Q: 3 clusters Score -9288852 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -9288915.000000 Penalty: 5360.963379
	Iteration 45Q: 3 clusters Score -9288915 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -9288937.000000 Penalty: 5360.963379
	Iteration 46Q: 3 clusters Score -9288937 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -9288973.000000 Penalty: 5360.963379
	Iteration 47Q: 3 clusters Score -9288973 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -9289011.000000 Penalty: 5360.963379
	Iteration 48Q: 3 clusters Score -9289011 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -9288996.000000 Penalty: 5360.963379
	Iteration 49Q: 3 clusters Score -9288996 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -9289039.000000 Penalty: 5360.963379
	Iteration 50Q: 3 clusters Score -9289039 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -9289075.000000 Penalty: 5360.963379
	Iteration 51Q: 3 clusters Score -9289075 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -9289099.000000 Penalty: 5360.963379
	Iteration 52Q: 3 clusters Score -9289099 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9289080 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -9289137.000000 Penalty: 5360.963379
	Iteration 54Q: 3 clusters Score -9289137 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -9289187.000000 Penalty: 5360.963379
	Iteration 55Q: 3 clusters Score -9289187 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -9289201.000000 Penalty: 5360.963379
	Iteration 56Q: 3 clusters Score -9289201 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -9289197.000000 Penalty: 5360.963379
	Iteration 57Q: 3 clusters Score -9289197 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -9289199.000000 Penalty: 5360.963379
	Iteration 58Q: 3 clusters Score -9289199 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -9289202.000000 Penalty: 5360.963379
	Iteration 59Q: 3 clusters Score -9289202 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -9289193.000000 Penalty: 5360.963379
	Iteration 60F: 3 clusters Score -9289193 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9289194 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -9289200.000000 Penalty: 5360.963379
	Iteration 62Q: 3 clusters Score -9289200 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -9289204.000000 Penalty: 5360.963379
	Iteration 63Q: 3 clusters Score -9289204 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -9289250.000000 Penalty: 5360.963379
	Iteration 64Q: 3 clusters Score -9289250 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -9289235.000000 Penalty: 5360.963379
	Iteration 65Q: 3 clusters Score -9289235 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -9289273.000000 Penalty: 5360.963379
	Iteration 66Q: 3 clusters Score -9289273 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -9289265.000000 Penalty: 5360.963379
	Iteration 67Q: 3 clusters Score -9289265 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -9289270.000000 Penalty: 5360.963379
	Iteration 68Q: 3 clusters Score -9289270 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -9289268.000000 Penalty: 5360.963379
	Iteration 69Q: 3 clusters Score -9289268 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -9289257.000000 Penalty: 5360.963379
	Iteration 70Q: 3 clusters Score -9289257 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -9289265.000000 Penalty: 5360.963379
	Iteration 71Q: 3 clusters Score -9289265 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -9289262.000000 Penalty: 5360.963379
	Iteration 72Q: 3 clusters Score -9289262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -9289279.000000 Penalty: 5360.963379
	Iteration 73Q: 3 clusters Score -9289279 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -9289256.000000 Penalty: 5360.963379
	Iteration 74Q: 3 clusters Score -9289256 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -9289268.000000 Penalty: 5360.963379
	Iteration 75Q: 3 clusters Score -9289268 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -9289250.000000 Penalty: 5360.963379
	Iteration 76Q: 3 clusters Score -9289250 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -9289261.000000 Penalty: 5360.963379
	Iteration 77Q: 3 clusters Score -9289261 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -9289273.000000 Penalty: 5360.963379
	Iteration 78Q: 3 clusters Score -9289273 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -9289253.000000 Penalty: 5360.963379
	Iteration 79Q: 3 clusters Score -9289253 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -9289266.000000 Penalty: 5360.963379
	Iteration 80F: 3 clusters Score -9289266 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -9289285.000000 Penalty: 5360.963379
	Iteration 81Q: 3 clusters Score -9289285 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -9289281.000000 Penalty: 5360.963379
	Iteration 82Q: 3 clusters Score -9289281 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -9289265.000000 Penalty: 5360.963379
	Iteration 83Q: 3 clusters Score -9289265 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -9289246.000000 Penalty: 5360.963379
	Iteration 84Q: 3 clusters Score -9289246 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -9289249.000000 Penalty: 5360.963379
	Iteration 85Q: 3 clusters Score -9289249 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -9289239.000000 Penalty: 5360.963379
	Iteration 86Q: 3 clusters Score -9289239 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -9289233.000000 Penalty: 5360.963379
	Iteration 87Q: 3 clusters Score -9289233 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9289253 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -9289276.000000 Penalty: 5360.963379
	Iteration 89Q: 3 clusters Score -9289276 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -9289269.000000 Penalty: 5360.963379
	Iteration 90Q: 3 clusters Score -9289269 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -9289271.000000 Penalty: 5360.963379
	Iteration 91Q: 3 clusters Score -9289271 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -9289290.000000 Penalty: 5360.963379
	Iteration 92Q: 3 clusters Score -9289290 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -9289306.000000 Penalty: 5360.963379
	Iteration 93Q: 3 clusters Score -9289306 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -9289274.000000 Penalty: 5360.963379
	Iteration 94Q: 3 clusters Score -9289274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -9289293.000000 Penalty: 5360.963379
	Iteration 95Q: 3 clusters Score -9289293 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9289290 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -9289302.000000 Penalty: 5360.963379
	Iteration 97Q: 3 clusters Score -9289302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -9289343.000000 Penalty: 5360.963379
	Iteration 98Q: 3 clusters Score -9289343 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -9289376.000000 Penalty: 5360.963379
	Iteration 99Q: 3 clusters Score -9289376 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -9289400.000000 Penalty: 5360.963379
	Iteration 100F: 3 clusters Score -9289400 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -9289449.000000 Penalty: 5360.963379
	Iteration 101Q: 3 clusters Score -9289449 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -9289470.000000 Penalty: 5360.963379
	Iteration 102Q: 3 clusters Score -9289470 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -9289512.000000 Penalty: 5360.963379
	Iteration 103Q: 3 clusters Score -9289512 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -9289519.000000 Penalty: 5360.963379
	Iteration 104Q: 3 clusters Score -9289519 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -9289534.000000 Penalty: 5360.963379
	Iteration 105Q: 3 clusters Score -9289534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -9289538.000000 Penalty: 5360.963379
	Iteration 106Q: 3 clusters Score -9289538 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9289550 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -9289546.000000 Penalty: 5360.963379
	Iteration 108Q: 3 clusters Score -9289546 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9289568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9289568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9289570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9289573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -9289564.000000 Penalty: 5360.963379
	Iteration 113Q: 3 clusters Score -9289564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9289555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9289561 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9289576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -9289607.000000 Penalty: 5360.963379
	Iteration 117Q: 3 clusters Score -9289607 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -9289604.000000 Penalty: 5360.963379
	Iteration 118Q: 3 clusters Score -9289604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -9289602.000000 Penalty: 5360.963379
	Iteration 119Q: 3 clusters Score -9289602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9289592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9289594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9289585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9289588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9289598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9289597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -9289622.000000 Penalty: 5360.963379
	Iteration 126Q: 3 clusters Score -9289622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -9289640.000000 Penalty: 5360.963379
	Iteration 127Q: 3 clusters Score -9289640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -9289652.000000 Penalty: 5360.963379
	Iteration 128Q: 3 clusters Score -9289652 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9289645 nChanged 25
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Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9289643 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9289646 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9289642 nChanged 21
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Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9289637 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9289624 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1546 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9289615 nChanged 13
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Mstep: Class 1 contains 1535 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9289613 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -9289626.000000 Penalty: 5360.963379
	Iteration 137Q: 3 clusters Score -9289626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -9289627.000000 Penalty: 5360.963379
	Iteration 138Q: 3 clusters Score -9289627 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -9289631.000000 Penalty: 5360.963379
	Iteration 139Q: 3 clusters Score -9289631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -9289622.000000 Penalty: 5360.963379
	Iteration 140F: 3 clusters Score -9289622 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9289627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -9289624.000000 Penalty: 5360.963379
	Iteration 142Q: 3 clusters Score -9289624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9289622 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -9289625.000000 Penalty: 5360.963379
	Iteration 144Q: 3 clusters Score -9289625 nChanged 4
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Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9289625 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -9289627.000000 Penalty: 5360.963379
	Iteration 146Q: 3 clusters Score -9289627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -9289622.000000 Penalty: 5360.963379
	Iteration 147Q: 3 clusters Score -9289622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -9289623.000000 Penalty: 5360.963379
	Iteration 148Q: 3 clusters Score -9289623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -9289623.000000 Penalty: 5360.963379
	Iteration 149Q: 3 clusters Score -9289623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -9289631.000000 Penalty: 5360.963379
	Iteration 150Q: 3 clusters Score -9289631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -9289625.000000 Penalty: 5360.963379
	Iteration 151Q: 3 clusters Score -9289625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -9289637.000000 Penalty: 5360.963379
	Iteration 152Q: 3 clusters Score -9289637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -9289632.000000 Penalty: 5360.963379
	Iteration 153Q: 3 clusters Score -9289632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -9289630.000000 Penalty: 5360.963379
	Iteration 154Q: 3 clusters Score -9289630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -9289636.000000 Penalty: 5360.963379
	Iteration 155Q: 3 clusters Score -9289636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -9289642.000000 Penalty: 5360.963379
	Iteration 156Q: 3 clusters Score -9289642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -9289643.000000 Penalty: 5360.963379
	Iteration 157Q: 3 clusters Score -9289643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -9289634.000000 Penalty: 5360.963379
	Iteration 158Q: 3 clusters Score -9289634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -9289629.000000 Penalty: 5360.963379
	Iteration 159Q: 3 clusters Score -9289629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -9289629.000000 Penalty: 5360.963379
	Iteration 160F: 3 clusters Score -9289629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -9289639.000000 Penalty: 5360.963379
	Iteration 161Q: 3 clusters Score -9289639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -9289631.000000 Penalty: 5360.963379
	Iteration 162Q: 3 clusters Score -9289631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -9289641.000000 Penalty: 5360.963379
	Iteration 163Q: 3 clusters Score -9289641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -9289635.000000 Penalty: 5360.963379
	Iteration 164Q: 3 clusters Score -9289635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -9289633.000000 Penalty: 5360.963379
	Iteration 165Q: 3 clusters Score -9289633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -9289645.000000 Penalty: 5360.963379
	Iteration 166Q: 3 clusters Score -9289645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -9289643.000000 Penalty: 5360.963379
	Iteration 167Q: 3 clusters Score -9289643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -9289633.000000 Penalty: 5360.963379
	Iteration 168Q: 3 clusters Score -9289633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -9289632.000000 Penalty: 5360.963379
	Iteration 169Q: 3 clusters Score -9289632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -9289644.000000 Penalty: 5360.963379
	Iteration 170Q: 3 clusters Score -9289644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -9289636.000000 Penalty: 5360.963379
	Iteration 171Q: 3 clusters Score -9289636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -9289636.000000 Penalty: 5360.963379
	Iteration 172Q: 3 clusters Score -9289636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -9289637.000000 Penalty: 5360.963379
	Iteration 173Q: 3 clusters Score -9289637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -9289629.000000 Penalty: 5360.963379
	Iteration 174Q: 3 clusters Score -9289629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -9289637.000000 Penalty: 5360.963379
	Iteration 175Q: 3 clusters Score -9289637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -9289631.000000 Penalty: 5360.963379
	Iteration 176Q: 3 clusters Score -9289631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -9289631.000000 Penalty: 5360.963379
	Iteration 177Q: 3 clusters Score -9289631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -9289631.000000 Penalty: 5360.963379
	Iteration 178Q: 3 clusters Score -9289631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -9289630.000000 Penalty: 5360.963379
	Iteration 179Q: 3 clusters Score -9289630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -9289630.000000 Penalty: 5360.963379
	Iteration 180F: 3 clusters Score -9289630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47551 members 
Mstep: Class 4 contains 50949 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48696 members 
Mstep: Class 7 contains 30862 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50960 members 
Mstep: Class 10 contains 3496 members 
Mstep: Class 11 contains 39911 members 
Mstep: Class 12 contains 50638 members 
Mstep: Class 13 contains 51274 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48614 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41081 members 
Mstep: Class 22 contains 49020 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2405 members 
Mstep: Class 25 contains 49434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163160.000000 Penalty: 82516.046875
Iteration 439Q: 26 clusters Score -1.101632e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47563 members 
Mstep: Class 4 contains 50946 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48683 members 
Mstep: Class 7 contains 30867 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50988 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 39881 members 
Mstep: Class 12 contains 50606 members 
Mstep: Class 13 contains 51266 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48623 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41083 members 
Mstep: Class 22 contains 49011 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 49462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163176.000000 Penalty: 82516.046875
Iteration 440F: 26 clusters Score -1.101632e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47582 members 
Mstep: Class 4 contains 50927 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48690 members 
Mstep: Class 7 contains 30870 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51016 members 
Mstep: Class 10 contains 3496 members 
Mstep: Class 11 contains 39838 members 
Mstep: Class 12 contains 50571 members 
Mstep: Class 13 contains 51271 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48627 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41090 members 
Mstep: Class 22 contains 49017 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2404 members 
Mstep: Class 25 contains 49464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163192.000000 Penalty: 82516.046875
Iteration 441Q: 26 clusters Score -1.101632e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47584 members 
Mstep: Class 4 contains 50879 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48722 members 
Mstep: Class 7 contains 30868 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51033 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 39803 members 
Mstep: Class 12 contains 50526 members 
Mstep: Class 13 contains 51315 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48613 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41086 members 
Mstep: Class 22 contains 49028 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2399 members 
Mstep: Class 25 contains 49473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163360.000000 Penalty: 82516.046875
Iteration 442Q: 26 clusters Score -1.101634e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47592 members 
Mstep: Class 4 contains 50866 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48766 members 
Mstep: Class 7 contains 30871 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51037 members 
Mstep: Class 10 contains 3495 members 
Mstep: Class 11 contains 39763 members 
Mstep: Class 12 contains 50501 members 
Mstep: Class 13 contains 51325 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48583 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41112 members 
Mstep: Class 22 contains 49028 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2396 members 
Mstep: Class 25 contains 49470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163512.000000 Penalty: 82516.046875
Iteration 443Q: 26 clusters Score -1.101635e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47575 members 
Mstep: Class 4 contains 50842 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48806 members 
Mstep: Class 7 contains 30870 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51053 members 
Mstep: Class 10 contains 3491 members 
Mstep: Class 11 contains 39717 members 
Mstep: Class 12 contains 50478 members 
Mstep: Class 13 contains 51334 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48573 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41146 members 
Mstep: Class 22 contains 49028 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 49487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163688.000000 Penalty: 82516.046875
Iteration 444Q: 26 clusters Score -1.101637e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47576 members 
Mstep: Class 4 contains 50790 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48863 members 
Mstep: Class 7 contains 30870 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51052 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 39683 members 
Mstep: Class 12 contains 50463 members 
Mstep: Class 13 contains 51359 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48542 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41185 members 
Mstep: Class 22 contains 49014 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2384 members 
Mstep: Class 25 contains 49510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163704.000000 Penalty: 82516.046875
Iteration 445Q: 26 clusters Score -1.101637e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47552 members 
Mstep: Class 4 contains 50812 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48906 members 
Mstep: Class 7 contains 30872 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51047 members 
Mstep: Class 10 contains 3490 members 
Mstep: Class 11 contains 39628 members 
Mstep: Class 12 contains 50466 members 
Mstep: Class 13 contains 51341 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48525 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41211 members 
Mstep: Class 22 contains 48999 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2387 members 
Mstep: Class 25 contains 49553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163752.000000 Penalty: 82516.046875
Iteration 446Q: 26 clusters Score -1.101638e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47543 members 
Mstep: Class 4 contains 50824 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48900 members 
Mstep: Class 7 contains 30871 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51053 members 
Mstep: Class 10 contains 3490 members 
Mstep: Class 11 contains 39596 members 
Mstep: Class 12 contains 50450 members 
Mstep: Class 13 contains 51333 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48518 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41241 members 
Mstep: Class 22 contains 48988 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 49601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163576.000000 Penalty: 82516.046875
Iteration 447Q: 26 clusters Score -1.101636e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47538 members 
Mstep: Class 4 contains 50815 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48909 members 
Mstep: Class 7 contains 30869 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51054 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 39554 members 
Mstep: Class 12 contains 50413 members 
Mstep: Class 13 contains 51325 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48522 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41280 members 
Mstep: Class 22 contains 48973 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 49664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163472.000000 Penalty: 82516.046875
Iteration 448Q: 26 clusters Score -1.101635e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47528 members 
Mstep: Class 4 contains 50763 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48928 members 
Mstep: Class 7 contains 30868 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51045 members 
Mstep: Class 10 contains 3486 members 
Mstep: Class 11 contains 39500 members 
Mstep: Class 12 contains 50384 members 
Mstep: Class 13 contains 51366 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48510 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41324 members 
Mstep: Class 22 contains 48963 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 49743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163536.000000 Penalty: 82516.046875
Iteration 449Q: 26 clusters Score -1.101635e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47511 members 
Mstep: Class 4 contains 50775 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48885 members 
Mstep: Class 7 contains 30870 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51028 members 
Mstep: Class 10 contains 3483 members 
Mstep: Class 11 contains 39436 members 
Mstep: Class 12 contains 50388 members 
Mstep: Class 13 contains 51384 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48495 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41374 members 
Mstep: Class 22 contains 48957 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 49827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163584.000000 Penalty: 82516.046875
Iteration 450Q: 26 clusters Score -1.101636e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47505 members 
Mstep: Class 4 contains 50784 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48870 members 
Mstep: Class 7 contains 30867 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51004 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 39384 members 
Mstep: Class 12 contains 50376 members 
Mstep: Class 13 contains 51375 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48471 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41434 members 
Mstep: Class 22 contains 48989 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 49869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163720.000000 Penalty: 82516.046875
Iteration 451Q: 26 clusters Score -1.101637e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47505 members 
Mstep: Class 4 contains 50763 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48832 members 
Mstep: Class 7 contains 30869 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51006 members 
Mstep: Class 10 contains 3470 members 
Mstep: Class 11 contains 39349 members 
Mstep: Class 12 contains 50351 members 
Mstep: Class 13 contains 51381 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48459 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41514 members 
Mstep: Class 22 contains 49010 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 49890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163856.000000 Penalty: 82516.046875
Iteration 452Q: 26 clusters Score -1.101639e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47520 members 
Mstep: Class 4 contains 50738 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48798 members 
Mstep: Class 7 contains 30865 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51002 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 39323 members 
Mstep: Class 12 contains 50310 members 
Mstep: Class 13 contains 51365 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48471 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41596 members 
Mstep: Class 22 contains 49030 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2367 members 
Mstep: Class 25 contains 49929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163576.000000 Penalty: 82516.046875
Iteration 453Q: 26 clusters Score -1.101636e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47551 members 
Mstep: Class 4 contains 50709 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48810 members 
Mstep: Class 7 contains 30864 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50997 members 
Mstep: Class 10 contains 3463 members 
Mstep: Class 11 contains 39287 members 
Mstep: Class 12 contains 50298 members 
Mstep: Class 13 contains 51349 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48450 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41653 members 
Mstep: Class 22 contains 49035 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2366 members 
Mstep: Class 25 contains 49939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163688.000000 Penalty: 82516.046875
Iteration 454Q: 26 clusters Score -1.101637e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47547 members 
Mstep: Class 4 contains 50738 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48815 members 
Mstep: Class 7 contains 30860 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50997 members 
Mstep: Class 10 contains 3459 members 
Mstep: Class 11 contains 39239 members 
Mstep: Class 12 contains 50274 members 
Mstep: Class 13 contains 51369 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48444 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41713 members 
Mstep: Class 22 contains 49047 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2363 members 
Mstep: Class 25 contains 49896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163760.000000 Penalty: 82516.046875
Iteration 455Q: 26 clusters Score -1.101638e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 50813 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48862 members 
Mstep: Class 7 contains 30850 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 51007 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 39204 members 
Mstep: Class 12 contains 50236 members 
Mstep: Class 13 contains 51359 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48441 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41750 members 
Mstep: Class 22 contains 49063 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 49831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163648.000000 Penalty: 82516.046875
Iteration 456Q: 26 clusters Score -1.101636e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47506 members 
Mstep: Class 4 contains 50901 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48888 members 
Mstep: Class 7 contains 30852 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50997 members 
Mstep: Class 10 contains 3453 members 
Mstep: Class 11 contains 39156 members 
Mstep: Class 12 contains 50214 members 
Mstep: Class 13 contains 51320 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48430 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41792 members 
Mstep: Class 22 contains 49072 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 49809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163840.000000 Penalty: 82516.046875
Iteration 457Q: 26 clusters Score -1.101638e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47503 members 
Mstep: Class 4 contains 50934 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48954 members 
Mstep: Class 7 contains 30845 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50984 members 
Mstep: Class 10 contains 3451 members 
Mstep: Class 11 contains 39104 members 
Mstep: Class 12 contains 50168 members 
Mstep: Class 13 contains 51332 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48409 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41822 members 
Mstep: Class 22 contains 49076 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2357 members 
Mstep: Class 25 contains 49799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163912.000000 Penalty: 82516.046875
Iteration 458Q: 26 clusters Score -1.101639e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47453 members 
Mstep: Class 4 contains 50995 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 30843 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50981 members 
Mstep: Class 10 contains 3450 members 
Mstep: Class 11 contains 39037 members 
Mstep: Class 12 contains 50110 members 
Mstep: Class 13 contains 51400 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48386 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41856 members 
Mstep: Class 22 contains 49081 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2359 members 
Mstep: Class 25 contains 49793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163928.000000 Penalty: 82516.046875
Iteration 459Q: 26 clusters Score -1.101639e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47440 members 
Mstep: Class 4 contains 51004 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49017 members 
Mstep: Class 7 contains 30837 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50987 members 
Mstep: Class 10 contains 3449 members 
Mstep: Class 11 contains 38949 members 
Mstep: Class 12 contains 50058 members 
Mstep: Class 13 contains 51461 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48347 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41904 members 
Mstep: Class 22 contains 49077 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 49846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164168.000000 Penalty: 82516.046875
Iteration 460F: 26 clusters Score -1.101642e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47408 members 
Mstep: Class 4 contains 51029 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49051 members 
Mstep: Class 7 contains 30838 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50997 members 
Mstep: Class 10 contains 3449 members 
Mstep: Class 11 contains 38880 members 
Mstep: Class 12 contains 50015 members 
Mstep: Class 13 contains 51450 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48318 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 41958 members 
Mstep: Class 22 contains 49098 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2359 members 
Mstep: Class 25 contains 49881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164440.000000 Penalty: 82516.046875
Iteration 461Q: 26 clusters Score -1.101644e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47349 members 
Mstep: Class 4 contains 51078 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49106 members 
Mstep: Class 7 contains 30831 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50995 members 
Mstep: Class 10 contains 3442 members 
Mstep: Class 11 contains 38814 members 
Mstep: Class 12 contains 49946 members 
Mstep: Class 13 contains 51453 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48307 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42023 members 
Mstep: Class 22 contains 49105 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 49924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164248.000000 Penalty: 82516.046875
Iteration 462Q: 26 clusters Score -1.101642e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47293 members 
Mstep: Class 4 contains 51097 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49165 members 
Mstep: Class 7 contains 30821 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50983 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 38748 members 
Mstep: Class 12 contains 49858 members 
Mstep: Class 13 contains 51524 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48306 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42094 members 
Mstep: Class 22 contains 49110 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2364 members 
Mstep: Class 25 contains 49937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164432.000000 Penalty: 82516.046875
Iteration 463Q: 26 clusters Score -1.101644e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47259 members 
Mstep: Class 4 contains 51146 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49208 members 
Mstep: Class 7 contains 30818 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50969 members 
Mstep: Class 10 contains 3437 members 
Mstep: Class 11 contains 38697 members 
Mstep: Class 12 contains 49770 members 
Mstep: Class 13 contains 51544 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48304 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42136 members 
Mstep: Class 22 contains 49103 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2366 members 
Mstep: Class 25 contains 49974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164296.000000 Penalty: 82516.046875
Iteration 464Q: 26 clusters Score -1.101643e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47210 members 
Mstep: Class 4 contains 51218 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49230 members 
Mstep: Class 7 contains 30812 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50952 members 
Mstep: Class 10 contains 3434 members 
Mstep: Class 11 contains 38645 members 
Mstep: Class 12 contains 49701 members 
Mstep: Class 13 contains 51565 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48293 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42180 members 
Mstep: Class 22 contains 49115 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 50000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164248.000000 Penalty: 82516.046875
Iteration 465Q: 26 clusters Score -1.101642e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47182 members 
Mstep: Class 4 contains 51307 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49237 members 
Mstep: Class 7 contains 30801 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50933 members 
Mstep: Class 10 contains 3430 members 
Mstep: Class 11 contains 38606 members 
Mstep: Class 12 contains 49626 members 
Mstep: Class 13 contains 51584 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48262 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42250 members 
Mstep: Class 22 contains 49131 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2364 members 
Mstep: Class 25 contains 49986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164520.000000 Penalty: 82516.046875
Iteration 466Q: 26 clusters Score -1.101645e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47138 members 
Mstep: Class 4 contains 51389 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49281 members 
Mstep: Class 7 contains 30800 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50928 members 
Mstep: Class 10 contains 3427 members 
Mstep: Class 11 contains 38558 members 
Mstep: Class 12 contains 49549 members 
Mstep: Class 13 contains 51608 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48220 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42289 members 
Mstep: Class 22 contains 49138 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2370 members 
Mstep: Class 25 contains 49991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164728.000000 Penalty: 82516.046875
Iteration 467Q: 26 clusters Score -1.101647e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47086 members 
Mstep: Class 4 contains 51474 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49376 members 
Mstep: Class 7 contains 30800 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50901 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 38496 members 
Mstep: Class 12 contains 49485 members 
Mstep: Class 13 contains 51603 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48176 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42352 members 
Mstep: Class 22 contains 49126 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 50004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164624.000000 Penalty: 82516.046875
Iteration 468Q: 26 clusters Score -1.101646e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47047 members 
Mstep: Class 4 contains 51588 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49413 members 
Mstep: Class 7 contains 30797 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50895 members 
Mstep: Class 10 contains 3414 members 
Mstep: Class 11 contains 38431 members 
Mstep: Class 12 contains 49423 members 
Mstep: Class 13 contains 51594 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48162 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42393 members 
Mstep: Class 22 contains 49126 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 49996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164680.000000 Penalty: 82516.046875
Iteration 469Q: 26 clusters Score -1.101647e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47014 members 
Mstep: Class 4 contains 51675 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49412 members 
Mstep: Class 7 contains 30788 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50881 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 38378 members 
Mstep: Class 12 contains 49375 members 
Mstep: Class 13 contains 51630 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48146 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42425 members 
Mstep: Class 22 contains 49107 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 50023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164776.000000 Penalty: 82516.046875
Iteration 470Q: 26 clusters Score -1.101648e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46979 members 
Mstep: Class 4 contains 51755 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49398 members 
Mstep: Class 7 contains 30784 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50873 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 38327 members 
Mstep: Class 12 contains 49316 members 
Mstep: Class 13 contains 51683 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48120 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42449 members 
Mstep: Class 22 contains 49120 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2370 members 
Mstep: Class 25 contains 50060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164896.000000 Penalty: 82516.046875
Iteration 471Q: 26 clusters Score -1.101649e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46935 members 
Mstep: Class 4 contains 51868 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49370 members 
Mstep: Class 7 contains 30784 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50885 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 38275 members 
Mstep: Class 12 contains 49272 members 
Mstep: Class 13 contains 51691 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48095 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42474 members 
Mstep: Class 22 contains 49121 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2368 members 
Mstep: Class 25 contains 50121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164920.000000 Penalty: 82516.046875
Iteration 472Q: 26 clusters Score -1.101649e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46891 members 
Mstep: Class 4 contains 51913 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49330 members 
Mstep: Class 7 contains 30781 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50880 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 38200 members 
Mstep: Class 12 contains 49244 members 
Mstep: Class 13 contains 51767 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48047 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42528 members 
Mstep: Class 22 contains 49136 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 50212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164856.000000 Penalty: 82516.046875
Iteration 473Q: 26 clusters Score -1.101649e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46848 members 
Mstep: Class 4 contains 52009 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49262 members 
Mstep: Class 7 contains 30779 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50871 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 38131 members 
Mstep: Class 12 contains 49229 members 
Mstep: Class 13 contains 51769 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47994 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42623 members 
Mstep: Class 22 contains 49151 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2368 members 
Mstep: Class 25 contains 50292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164672.000000 Penalty: 82516.046875
Iteration 474Q: 26 clusters Score -1.101647e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46809 members 
Mstep: Class 4 contains 52111 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49177 members 
Mstep: Class 7 contains 30792 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50849 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 38068 members 
Mstep: Class 12 contains 49200 members 
Mstep: Class 13 contains 51820 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42715 members 
Mstep: Class 22 contains 49145 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2363 members 
Mstep: Class 25 contains 50325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164872.000000 Penalty: 82516.046875
Iteration 475Q: 26 clusters Score -1.101649e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46781 members 
Mstep: Class 4 contains 52198 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49112 members 
Mstep: Class 7 contains 30796 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50838 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 38002 members 
Mstep: Class 12 contains 49172 members 
Mstep: Class 13 contains 51839 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42793 members 
Mstep: Class 22 contains 49146 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 50339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110165312.000000 Penalty: 82516.046875
Iteration 476Q: 26 clusters Score -1.101653e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46754 members 
Mstep: Class 4 contains 52223 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49056 members 
Mstep: Class 7 contains 30791 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50824 members 
Mstep: Class 10 contains 3403 members 
Mstep: Class 11 contains 37958 members 
Mstep: Class 12 contains 49126 members 
Mstep: Class 13 contains 51881 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42883 members 
Mstep: Class 22 contains 49147 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 50369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110165192.000000 Penalty: 82516.046875
Iteration 477Q: 26 clusters Score -1.101652e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46750 members 
Mstep: Class 4 contains 52243 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48995 members 
Mstep: Class 7 contains 30801 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50823 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 37904 members 
Mstep: Class 12 contains 49083 members 
Mstep: Class 13 contains 51891 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47966 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 42961 members 
Mstep: Class 22 contains 49131 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2349 members 
Mstep: Class 25 contains 50445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164992.000000 Penalty: 82516.046875
Iteration 478Q: 26 clusters Score -1.10165e+08 nChanged 2289
Entering ConstructFrom: 
Score: -110164992.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (30039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Entering Unmasked Estep 
Score: -5599379.000000 Penalty: 2556.942627
	Iteration 0F: 2 clusters Score -5599379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -5578836.500000 Penalty: 5113.885254
	Iteration 0F: 3 clusters Score -5578836 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -5586232.500000 Penalty: 5113.885254
	Iteration 1F: 3 clusters Score -5586232 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5586740.000000 Penalty: 5113.885254
	Iteration 2Q: 3 clusters Score -5586740 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -5587225.500000 Penalty: 5113.885254
	Iteration 3Q: 3 clusters Score -5587226 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -5587810.000000 Penalty: 5113.885254
	Iteration 4Q: 3 clusters Score -5587810 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -5588626.000000 Penalty: 5113.885254
	Iteration 5F: 3 clusters Score -5588626 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -5589880.500000 Penalty: 5113.885254
	Iteration 6F: 3 clusters Score -5589880 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -5591616.500000 Penalty: 5113.885254
	Iteration 7F: 3 clusters Score -5591616 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -5593466.500000 Penalty: 5113.885254
	Iteration 8F: 3 clusters Score -5593466 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -5595037.500000 Penalty: 5113.885254
	Iteration 9F: 3 clusters Score -5595038 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -5596093.500000 Penalty: 5113.885254
	Iteration 10Q: 3 clusters Score -5596094 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -5596646.000000 Penalty: 5113.885254
	Iteration 11Q: 3 clusters Score -5596646 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -5596875.500000 Penalty: 5113.885254
	Iteration 12Q: 3 clusters Score -5596876 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -5597027.000000 Penalty: 5113.885254
	Iteration 13Q: 3 clusters Score -5597027 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -5597110.500000 Penalty: 5113.885254
	Iteration 14Q: 3 clusters Score -5597110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -5597151.500000 Penalty: 5113.885254
	Iteration 15Q: 3 clusters Score -5597152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -5597185.000000 Penalty: 5113.885254
	Iteration 16Q: 3 clusters Score -5597185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -5597200.500000 Penalty: 5113.885254
	Iteration 17Q: 3 clusters Score -5597200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -5597199.000000 Penalty: 5113.885254
	Iteration 18Q: 3 clusters Score -5597199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -5597203.500000 Penalty: 5113.885254
	Iteration 19Q: 3 clusters Score -5597204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -5597203.000000 Penalty: 5113.885254
	Iteration 20F: 3 clusters Score -5597203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -81733.085938 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -81733.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80419.882812 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -80419.88 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -80564.367188 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -80564.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -80683.968750 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -80683.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -80775.460938 Penalty: 2948.928711
	Iteration 3F: 3 clusters Score -80775.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -80811.625000 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -80811.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -80822.789062 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -80822.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -80842.234375 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -80842.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -80865.015625 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -80865.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -80916.007812 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -80916.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -80963.476562 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -80963.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -81023.148438 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -81023.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -81057.148438 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -81057.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -81074.109375 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -81074.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -81074.109375 Penalty: 2948.928711
	Iteration 13F: 3 clusters Score -81074.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Entering Unmasked Estep 
Score: -8668005.000000 Penalty: 2666.780518
	Iteration 0F: 2 clusters Score -8668005 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 23439 members 
Entering Unmasked Estep 
Score: -8636681.000000 Penalty: 5333.561035
	Iteration 0F: 3 clusters Score -8636681 nChanged 21578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -8648540.000000 Penalty: 5333.561035
	Iteration 1F: 3 clusters Score -8648540 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -8649143.000000 Penalty: 5333.561035
	Iteration 2Q: 3 clusters Score -8649143 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -8649801.000000 Penalty: 5333.561035
	Iteration 3Q: 3 clusters Score -8649801 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -8650504.000000 Penalty: 5333.561035
	Iteration 4Q: 3 clusters Score -8650504 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -8651345.000000 Penalty: 5333.561035
	Iteration 5Q: 3 clusters Score -8651345 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -8652531.000000 Penalty: 5333.561035
	Iteration 6Q: 3 clusters Score -8652531 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -8654219.000000 Penalty: 5333.561035
	Iteration 7F: 3 clusters Score -8654219 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -8656524.000000 Penalty: 5333.561035
	Iteration 8F: 3 clusters Score -8656524 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -8659182.000000 Penalty: 5333.561035
	Iteration 9F: 3 clusters Score -8659182 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -8661518.000000 Penalty: 5333.561035
	Iteration 10F: 3 clusters Score -8661518 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -8662744.000000 Penalty: 5333.561035
	Iteration 11Q: 3 clusters Score -8662744 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -8663331.000000 Penalty: 5333.561035
	Iteration 12Q: 3 clusters Score -8663331 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -8663729.000000 Penalty: 5333.561035
	Iteration 13Q: 3 clusters Score -8663729 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -8663931.000000 Penalty: 5333.561035
	Iteration 14Q: 3 clusters Score -8663931 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -8664171.000000 Penalty: 5333.561035
	Iteration 15Q: 3 clusters Score -8664171 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -8664305.000000 Penalty: 5333.561035
	Iteration 16Q: 3 clusters Score -8664305 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -8664454.000000 Penalty: 5333.561035
	Iteration 17Q: 3 clusters Score -8664454 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -8664551.000000 Penalty: 5333.561035
	Iteration 18Q: 3 clusters Score -8664551 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -8664633.000000 Penalty: 5333.561035
	Iteration 19Q: 3 clusters Score -8664633 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -8664703.000000 Penalty: 5333.561035
	Iteration 20F: 3 clusters Score -8664703 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -8664758.000000 Penalty: 5333.561035
	Iteration 21Q: 3 clusters Score -8664758 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -8664805.000000 Penalty: 5333.561035
	Iteration 22Q: 3 clusters Score -8664805 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -8664871.000000 Penalty: 5333.561035
	Iteration 23Q: 3 clusters Score -8664871 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -8664932.000000 Penalty: 5333.561035
	Iteration 24Q: 3 clusters Score -8664932 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -8664965.000000 Penalty: 5333.561035
	Iteration 25Q: 3 clusters Score -8664965 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -8665053.000000 Penalty: 5333.561035
	Iteration 26Q: 3 clusters Score -8665053 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -8665102.000000 Penalty: 5333.561035
	Iteration 27Q: 3 clusters Score -8665102 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -8665166.000000 Penalty: 5333.561035
	Iteration 28Q: 3 clusters Score -8665166 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -8665185.000000 Penalty: 5333.561035
	Iteration 29Q: 3 clusters Score -8665185 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -8665249.000000 Penalty: 5333.561035
	Iteration 30Q: 3 clusters Score -8665249 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -8665266.000000 Penalty: 5333.561035
	Iteration 31Q: 3 clusters Score -8665266 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -8665304.000000 Penalty: 5333.561035
	Iteration 32Q: 3 clusters Score -8665304 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -8665338.000000 Penalty: 5333.561035
	Iteration 33Q: 3 clusters Score -8665338 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -8665365.000000 Penalty: 5333.561035
	Iteration 34Q: 3 clusters Score -8665365 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -8665383.000000 Penalty: 5333.561035
	Iteration 35Q: 3 clusters Score -8665383 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -8665411.000000 Penalty: 5333.561035
	Iteration 36Q: 3 clusters Score -8665411 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -8665431.000000 Penalty: 5333.561035
	Iteration 37Q: 3 clusters Score -8665431 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -8665457.000000 Penalty: 5333.561035
	Iteration 38Q: 3 clusters Score -8665457 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -8665488.000000 Penalty: 5333.561035
	Iteration 39Q: 3 clusters Score -8665488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -8665513.000000 Penalty: 5333.561035
	Iteration 40F: 3 clusters Score -8665513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -8665526.000000 Penalty: 5333.561035
	Iteration 41Q: 3 clusters Score -8665526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -8665552.000000 Penalty: 5333.561035
	Iteration 42Q: 3 clusters Score -8665552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -8665557.000000 Penalty: 5333.561035
	Iteration 43Q: 3 clusters Score -8665557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -8665579.000000 Penalty: 5333.561035
	Iteration 44Q: 3 clusters Score -8665579 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -8665566.000000 Penalty: 5333.561035
	Iteration 45Q: 3 clusters Score -8665566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -8665573.000000 Penalty: 5333.561035
	Iteration 46Q: 3 clusters Score -8665573 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -8665595.000000 Penalty: 5333.561035
	Iteration 47Q: 3 clusters Score -8665595 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -8665585.000000 Penalty: 5333.561035
	Iteration 48Q: 3 clusters Score -8665585 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -8665592.000000 Penalty: 5333.561035
	Iteration 49Q: 3 clusters Score -8665592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -8665587.000000 Penalty: 5333.561035
	Iteration 50Q: 3 clusters Score -8665587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -8665614.000000 Penalty: 5333.561035
	Iteration 51Q: 3 clusters Score -8665614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -8665611.000000 Penalty: 5333.561035
	Iteration 52Q: 3 clusters Score -8665611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -8665634.000000 Penalty: 5333.561035
	Iteration 53Q: 3 clusters Score -8665634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -8665632.000000 Penalty: 5333.561035
	Iteration 54Q: 3 clusters Score -8665632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -8665639.000000 Penalty: 5333.561035
	Iteration 55Q: 3 clusters Score -8665639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -8665640.000000 Penalty: 5333.561035
	Iteration 56Q: 3 clusters Score -8665640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -8665639.000000 Penalty: 5333.561035
	Iteration 57Q: 3 clusters Score -8665639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -8665657.000000 Penalty: 5333.561035
	Iteration 58Q: 3 clusters Score -8665657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -8665651.000000 Penalty: 5333.561035
	Iteration 59Q: 3 clusters Score -8665651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -8665669.000000 Penalty: 5333.561035
	Iteration 60F: 3 clusters Score -8665669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -8665674.000000 Penalty: 5333.561035
	Iteration 61Q: 3 clusters Score -8665674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -8665667.000000 Penalty: 5333.561035
	Iteration 62Q: 3 clusters Score -8665667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -8665681.000000 Penalty: 5333.561035
	Iteration 63Q: 3 clusters Score -8665681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -8665701.000000 Penalty: 5333.561035
	Iteration 64Q: 3 clusters Score -8665701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -8665688.000000 Penalty: 5333.561035
	Iteration 65Q: 3 clusters Score -8665688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -8665693.000000 Penalty: 5333.561035
	Iteration 66Q: 3 clusters Score -8665693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -8665688.000000 Penalty: 5333.561035
	Iteration 67Q: 3 clusters Score -8665688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -8665704.000000 Penalty: 5333.561035
	Iteration 68Q: 3 clusters Score -8665704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -8665703.000000 Penalty: 5333.561035
	Iteration 69Q: 3 clusters Score -8665703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8665706.000000 Penalty: 5333.561035
	Iteration 70Q: 3 clusters Score -8665706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -8665706.000000 Penalty: 5333.561035
	Iteration 71Q: 3 clusters Score -8665706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -8665729.000000 Penalty: 5333.561035
	Iteration 72Q: 3 clusters Score -8665729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -8665723.000000 Penalty: 5333.561035
	Iteration 73Q: 3 clusters Score -8665723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -8665729.000000 Penalty: 5333.561035
	Iteration 74Q: 3 clusters Score -8665729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -8665733.000000 Penalty: 5333.561035
	Iteration 75Q: 3 clusters Score -8665733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -8665745.000000 Penalty: 5333.561035
	Iteration 76Q: 3 clusters Score -8665745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -8665740.000000 Penalty: 5333.561035
	Iteration 77Q: 3 clusters Score -8665740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -8665740.000000 Penalty: 5333.561035
	Iteration 78Q: 3 clusters Score -8665740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -8665736.000000 Penalty: 5333.561035
	Iteration 79Q: 3 clusters Score -8665736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -8665745.000000 Penalty: 5333.561035
	Iteration 80F: 3 clusters Score -8665745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -8665752.000000 Penalty: 5333.561035
	Iteration 81Q: 3 clusters Score -8665752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8665745.000000 Penalty: 5333.561035
	Iteration 82Q: 3 clusters Score -8665745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -8665741.000000 Penalty: 5333.561035
	Iteration 83Q: 3 clusters Score -8665741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8665753.000000 Penalty: 5333.561035
	Iteration 84Q: 3 clusters Score -8665753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -8665752.000000 Penalty: 5333.561035
	Iteration 85Q: 3 clusters Score -8665752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -8665759.000000 Penalty: 5333.561035
	Iteration 86Q: 3 clusters Score -8665759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -8665757.000000 Penalty: 5333.561035
	Iteration 87Q: 3 clusters Score -8665757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -8665754.000000 Penalty: 5333.561035
	Iteration 88Q: 3 clusters Score -8665754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -8665751.000000 Penalty: 5333.561035
	Iteration 89Q: 3 clusters Score -8665751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -8665756.000000 Penalty: 5333.561035
	Iteration 90Q: 3 clusters Score -8665756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -8665756.000000 Penalty: 5333.561035
	Iteration 91Q: 3 clusters Score -8665756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -8665759.000000 Penalty: 5333.561035
	Iteration 92Q: 3 clusters Score -8665759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -8665759.000000 Penalty: 5333.561035
	Iteration 93F: 3 clusters Score -8665759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Entering Unmasked Estep 
Score: -9783548.000000 Penalty: 2694.430176
	Iteration 0F: 2 clusters Score -9783548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -9751841.000000 Penalty: 5388.860352
	Iteration 0F: 3 clusters Score -9751841 nChanged 24301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -9765216.000000 Penalty: 5388.860352
	Iteration 1F: 3 clusters Score -9765216 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -9765723.000000 Penalty: 5388.860352
	Iteration 2Q: 3 clusters Score -9765723 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -9766234.000000 Penalty: 5388.860352
	Iteration 3Q: 3 clusters Score -9766234 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -9766736.000000 Penalty: 5388.860352
	Iteration 4Q: 3 clusters Score -9766736 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -9767241.000000 Penalty: 5388.860352
	Iteration 5Q: 3 clusters Score -9767241 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -9767814.000000 Penalty: 5388.860352
	Iteration 6Q: 3 clusters Score -9767814 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -9768533.000000 Penalty: 5388.860352
	Iteration 7Q: 3 clusters Score -9768533 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -9769394.000000 Penalty: 5388.860352
	Iteration 8Q: 3 clusters Score -9769394 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -9770435.000000 Penalty: 5388.860352
	Iteration 9Q: 3 clusters Score -9770435 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -9771603.000000 Penalty: 5388.860352
	Iteration 10Q: 3 clusters Score -9771603 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -9772968.000000 Penalty: 5388.860352
	Iteration 11Q: 3 clusters Score -9772968 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -9774315.000000 Penalty: 5388.860352
	Iteration 12Q: 3 clusters Score -9774315 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -9775315.000000 Penalty: 5388.860352
	Iteration 13Q: 3 clusters Score -9775315 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -9775924.000000 Penalty: 5388.860352
	Iteration 14Q: 3 clusters Score -9775924 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -9776182.000000 Penalty: 5388.860352
	Iteration 15Q: 3 clusters Score -9776182 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -9776369.000000 Penalty: 5388.860352
	Iteration 16Q: 3 clusters Score -9776369 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -9776493.000000 Penalty: 5388.860352
	Iteration 17Q: 3 clusters Score -9776493 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -9776625.000000 Penalty: 5388.860352
	Iteration 18Q: 3 clusters Score -9776625 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -9776756.000000 Penalty: 5388.860352
	Iteration 19Q: 3 clusters Score -9776756 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -9776939.000000 Penalty: 5388.860352
	Iteration 20F: 3 clusters Score -9776939 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -9777125.000000 Penalty: 5388.860352
	Iteration 21Q: 3 clusters Score -9777125 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -9777290.000000 Penalty: 5388.860352
	Iteration 22Q: 3 clusters Score -9777290 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -9777400.000000 Penalty: 5388.860352
	Iteration 23Q: 3 clusters Score -9777400 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -9777563.000000 Penalty: 5388.860352
	Iteration 24Q: 3 clusters Score -9777563 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -9777710.000000 Penalty: 5388.860352
	Iteration 25Q: 3 clusters Score -9777710 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -9777914.000000 Penalty: 5388.860352
	Iteration 26Q: 3 clusters Score -9777914 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -9778076.000000 Penalty: 5388.860352
	Iteration 27Q: 3 clusters Score -9778076 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -9778356.000000 Penalty: 5388.860352
	Iteration 28Q: 3 clusters Score -9778356 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -9778621.000000 Penalty: 5388.860352
	Iteration 29Q: 3 clusters Score -9778621 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -9778800.000000 Penalty: 5388.860352
	Iteration 30Q: 3 clusters Score -9778800 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -9779055.000000 Penalty: 5388.860352
	Iteration 31Q: 3 clusters Score -9779055 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -9779301.000000 Penalty: 5388.860352
	Iteration 32Q: 3 clusters Score -9779301 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -9779486.000000 Penalty: 5388.860352
	Iteration 33Q: 3 clusters Score -9779486 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -9779635.000000 Penalty: 5388.860352
	Iteration 34Q: 3 clusters Score -9779635 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -9779778.000000 Penalty: 5388.860352
	Iteration 35Q: 3 clusters Score -9779778 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -9779903.000000 Penalty: 5388.860352
	Iteration 36Q: 3 clusters Score -9779903 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -9780012.000000 Penalty: 5388.860352
	Iteration 37Q: 3 clusters Score -9780012 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -9780148.000000 Penalty: 5388.860352
	Iteration 38Q: 3 clusters Score -9780148 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -9780303.000000 Penalty: 5388.860352
	Iteration 39Q: 3 clusters Score -9780303 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -9780351.000000 Penalty: 5388.860352
	Iteration 40F: 3 clusters Score -9780351 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -9780464.000000 Penalty: 5388.860352
	Iteration 41Q: 3 clusters Score -9780464 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -9780577.000000 Penalty: 5388.860352
	Iteration 42Q: 3 clusters Score -9780577 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -9780657.000000 Penalty: 5388.860352
	Iteration 43Q: 3 clusters Score -9780657 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -9780783.000000 Penalty: 5388.860352
	Iteration 44Q: 3 clusters Score -9780783 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -9780857.000000 Penalty: 5388.860352
	Iteration 45Q: 3 clusters Score -9780857 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -9780937.000000 Penalty: 5388.860352
	Iteration 46Q: 3 clusters Score -9780937 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -9780920.000000 Penalty: 5388.860352
	Iteration 47Q: 3 clusters Score -9780920 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -9780944.000000 Penalty: 5388.860352
	Iteration 48Q: 3 clusters Score -9780944 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9780964.000000 Penalty: 5388.860352
	Iteration 49Q: 3 clusters Score -9780964 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -9781007.000000 Penalty: 5388.860352
	Iteration 50Q: 3 clusters Score -9781007 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9781035.000000 Penalty: 5388.860352
	Iteration 51Q: 3 clusters Score -9781035 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9781063.000000 Penalty: 5388.860352
	Iteration 52Q: 3 clusters Score -9781063 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -9781101.000000 Penalty: 5388.860352
	Iteration 53Q: 3 clusters Score -9781101 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -9781139.000000 Penalty: 5388.860352
	Iteration 54Q: 3 clusters Score -9781139 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9781187.000000 Penalty: 5388.860352
	Iteration 55Q: 3 clusters Score -9781187 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9781236.000000 Penalty: 5388.860352
	Iteration 56Q: 3 clusters Score -9781236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9781246.000000 Penalty: 5388.860352
	Iteration 57Q: 3 clusters Score -9781246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9781246.000000 Penalty: 5388.860352
	Iteration 58Q: 3 clusters Score -9781246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9781266.000000 Penalty: 5388.860352
	Iteration 59Q: 3 clusters Score -9781266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9781281.000000 Penalty: 5388.860352
	Iteration 60F: 3 clusters Score -9781281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9781309.000000 Penalty: 5388.860352
	Iteration 61Q: 3 clusters Score -9781309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9781326.000000 Penalty: 5388.860352
	Iteration 62Q: 3 clusters Score -9781326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -9781338.000000 Penalty: 5388.860352
	Iteration 63Q: 3 clusters Score -9781338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9781366.000000 Penalty: 5388.860352
	Iteration 64Q: 3 clusters Score -9781366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9781371.000000 Penalty: 5388.860352
	Iteration 65Q: 3 clusters Score -9781371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9781384.000000 Penalty: 5388.860352
	Iteration 66Q: 3 clusters Score -9781384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9781397.000000 Penalty: 5388.860352
	Iteration 67Q: 3 clusters Score -9781397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9781404.000000 Penalty: 5388.860352
	Iteration 68Q: 3 clusters Score -9781404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9781417.000000 Penalty: 5388.860352
	Iteration 69Q: 3 clusters Score -9781417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9781423.000000 Penalty: 5388.860352
	Iteration 70Q: 3 clusters Score -9781423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9781444.000000 Penalty: 5388.860352
	Iteration 71Q: 3 clusters Score -9781444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9781464.000000 Penalty: 5388.860352
	Iteration 72Q: 3 clusters Score -9781464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9781475.000000 Penalty: 5388.860352
	Iteration 73Q: 3 clusters Score -9781475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9781478.000000 Penalty: 5388.860352
	Iteration 74Q: 3 clusters Score -9781478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9781472.000000 Penalty: 5388.860352
	Iteration 75Q: 3 clusters Score -9781472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9781484.000000 Penalty: 5388.860352
	Iteration 76Q: 3 clusters Score -9781484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9781484.000000 Penalty: 5388.860352
	Iteration 77Q: 3 clusters Score -9781484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9781480.000000 Penalty: 5388.860352
	Iteration 78Q: 3 clusters Score -9781480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9781496.000000 Penalty: 5388.860352
	Iteration 79Q: 3 clusters Score -9781496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9781487.000000 Penalty: 5388.860352
	Iteration 80F: 3 clusters Score -9781487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9781487.000000 Penalty: 5388.860352
	Iteration 81Q: 3 clusters Score -9781487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9781508.000000 Penalty: 5388.860352
	Iteration 82Q: 3 clusters Score -9781508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9781515.000000 Penalty: 5388.860352
	Iteration 83Q: 3 clusters Score -9781515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9781515.000000 Penalty: 5388.860352
	Iteration 84Q: 3 clusters Score -9781515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9781518.000000 Penalty: 5388.860352
	Iteration 85Q: 3 clusters Score -9781518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9781520.000000 Penalty: 5388.860352
	Iteration 86Q: 3 clusters Score -9781520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9781516.000000 Penalty: 5388.860352
	Iteration 87Q: 3 clusters Score -9781516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9781521.000000 Penalty: 5388.860352
	Iteration 88Q: 3 clusters Score -9781521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9781521.000000 Penalty: 5388.860352
	Iteration 89Q: 3 clusters Score -9781521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9781519.000000 Penalty: 5388.860352
	Iteration 90Q: 3 clusters Score -9781519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9781523.000000 Penalty: 5388.860352
	Iteration 91Q: 3 clusters Score -9781523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9781514.000000 Penalty: 5388.860352
	Iteration 92Q: 3 clusters Score -9781514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9781525.000000 Penalty: 5388.860352
	Iteration 93Q: 3 clusters Score -9781525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9781513.000000 Penalty: 5388.860352
	Iteration 94Q: 3 clusters Score -9781513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9781520.000000 Penalty: 5388.860352
	Iteration 95Q: 3 clusters Score -9781520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9781514.000000 Penalty: 5388.860352
	Iteration 96Q: 3 clusters Score -9781514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9781514.000000 Penalty: 5388.860352
	Iteration 97F: 3 clusters Score -9781514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -422016.187500 Penalty: 1936.161621
	Iteration 0F: 2 clusters Score -422016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -419083.406250 Penalty: 3872.323242
	Iteration 0F: 3 clusters Score -419083.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -419651.718750 Penalty: 3872.323242
	Iteration 1F: 3 clusters Score -419651.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -419873.656250 Penalty: 3872.323242
	Iteration 2F: 3 clusters Score -419873.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -420053.750000 Penalty: 3872.323242
	Iteration 3F: 3 clusters Score -420053.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -420202.062500 Penalty: 3872.323242
	Iteration 4Q: 3 clusters Score -420202.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -420366.406250 Penalty: 3872.323242
	Iteration 5Q: 3 clusters Score -420366.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -420527.812500 Penalty: 3872.323242
	Iteration 6Q: 3 clusters Score -420527.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -420655.687500 Penalty: 3872.323242
	Iteration 7Q: 3 clusters Score -420655.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -420770.250000 Penalty: 3872.323242
	Iteration 8Q: 3 clusters Score -420770.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -420879.625000 Penalty: 3872.323242
	Iteration 9Q: 3 clusters Score -420879.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -420967.843750 Penalty: 3872.323242
	Iteration 10Q: 3 clusters Score -420967.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -421029.562500 Penalty: 3872.323242
	Iteration 11Q: 3 clusters Score -421029.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -421081.718750 Penalty: 3872.323242
	Iteration 12Q: 3 clusters Score -421081.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -421124.375000 Penalty: 3872.323242
	Iteration 13Q: 3 clusters Score -421124.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -421157.343750 Penalty: 3872.323242
	Iteration 14Q: 3 clusters Score -421157.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -421178.468750 Penalty: 3872.323242
	Iteration 15Q: 3 clusters Score -421178.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -421201.937500 Penalty: 3872.323242
	Iteration 16Q: 3 clusters Score -421201.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -421216.093750 Penalty: 3872.323242
	Iteration 17Q: 3 clusters Score -421216.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -421226.718750 Penalty: 3872.323242
	Iteration 18Q: 3 clusters Score -421226.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -421232.000000 Penalty: 3872.323242
	Iteration 19Q: 3 clusters Score -421232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -421234.656250 Penalty: 3872.323242
	Iteration 20F: 3 clusters Score -421234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -421236.000000 Penalty: 3872.323242
	Iteration 21Q: 3 clusters Score -421236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -421236.781250 Penalty: 3872.323242
	Iteration 22Q: 3 clusters Score -421236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -421239.437500 Penalty: 3872.323242
	Iteration 23Q: 3 clusters Score -421239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -421240.125000 Penalty: 3872.323242
	Iteration 24Q: 3 clusters Score -421240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -421241.062500 Penalty: 3872.323242
	Iteration 25Q: 3 clusters Score -421241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -421241.062500 Penalty: 3872.323242
	Iteration 26F: 3 clusters Score -421241.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Entering Unmasked Estep 
Score: -9096706.000000 Penalty: 2677.788086
	Iteration 0F: 2 clusters Score -9096706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -9064834.000000 Penalty: 5355.576172
	Iteration 0F: 3 clusters Score -9064834 nChanged 22573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -9077145.000000 Penalty: 5355.576172
	Iteration 1F: 3 clusters Score -9077145 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -9077710.000000 Penalty: 5355.576172
	Iteration 2Q: 3 clusters Score -9077710 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -9078260.000000 Penalty: 5355.576172
	Iteration 3Q: 3 clusters Score -9078260 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -9078817.000000 Penalty: 5355.576172
	Iteration 4Q: 3 clusters Score -9078817 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -9079555.000000 Penalty: 5355.576172
	Iteration 5Q: 3 clusters Score -9079555 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -9080691.000000 Penalty: 5355.576172
	Iteration 6Q: 3 clusters Score -9080691 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -9082555.000000 Penalty: 5355.576172
	Iteration 7F: 3 clusters Score -9082555 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -9085143.000000 Penalty: 5355.576172
	Iteration 8F: 3 clusters Score -9085143 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -9088334.000000 Penalty: 5355.576172
	Iteration 9F: 3 clusters Score -9088334 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -9091163.000000 Penalty: 5355.576172
	Iteration 10F: 3 clusters Score -9091163 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9093101.000000 Penalty: 5355.576172
	Iteration 11Q: 3 clusters Score -9093101 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -9093856.000000 Penalty: 5355.576172
	Iteration 12Q: 3 clusters Score -9093856 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9094160.000000 Penalty: 5355.576172
	Iteration 13Q: 3 clusters Score -9094160 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9094257.000000 Penalty: 5355.576172
	Iteration 14Q: 3 clusters Score -9094257 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9094370.000000 Penalty: 5355.576172
	Iteration 15Q: 3 clusters Score -9094370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9094430.000000 Penalty: 5355.576172
	Iteration 16Q: 3 clusters Score -9094430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9094448.000000 Penalty: 5355.576172
	Iteration 17Q: 3 clusters Score -9094448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9094464.000000 Penalty: 5355.576172
	Iteration 18Q: 3 clusters Score -9094464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9094484.000000 Penalty: 5355.576172
	Iteration 19Q: 3 clusters Score -9094484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9094503.000000 Penalty: 5355.576172
	Iteration 20F: 3 clusters Score -9094503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9094495.000000 Penalty: 5355.576172
	Iteration 21Q: 3 clusters Score -9094495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9094505.000000 Penalty: 5355.576172
	Iteration 22Q: 3 clusters Score -9094505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9094509.000000 Penalty: 5355.576172
	Iteration 23Q: 3 clusters Score -9094509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9094507.000000 Penalty: 5355.576172
	Iteration 24Q: 3 clusters Score -9094507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9094507.000000 Penalty: 5355.576172
	Iteration 25Q: 3 clusters Score -9094507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9094507.000000 Penalty: 5355.576172
	Iteration 26F: 3 clusters Score -9094507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Entering Unmasked Estep 
Score: -5552996.000000 Penalty: 2563.203125
	Iteration 0F: 2 clusters Score -5552996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -5532021.500000 Penalty: 5126.406250
	Iteration 0F: 3 clusters Score -5532022 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5539435.000000 Penalty: 5126.406250
	Iteration 1F: 3 clusters Score -5539435 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -5539848.500000 Penalty: 5126.406250
	Iteration 2Q: 3 clusters Score -5539848 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5540246.500000 Penalty: 5126.406250
	Iteration 3Q: 3 clusters Score -5540246 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -5540679.000000 Penalty: 5126.406250
	Iteration 4Q: 3 clusters Score -5540679 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -5541246.500000 Penalty: 5126.406250
	Iteration 5Q: 3 clusters Score -5541246 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -5541968.000000 Penalty: 5126.406250
	Iteration 6Q: 3 clusters Score -5541968 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -5542854.500000 Penalty: 5126.406250
	Iteration 7Q: 3 clusters Score -5542854 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -5544025.500000 Penalty: 5126.406250
	Iteration 8F: 3 clusters Score -5544026 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -5545467.000000 Penalty: 5126.406250
	Iteration 9F: 3 clusters Score -5545467 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -5547142.500000 Penalty: 5126.406250
	Iteration 10F: 3 clusters Score -5547142 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5548658.000000 Penalty: 5126.406250
	Iteration 11F: 3 clusters Score -5548658 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5549699.000000 Penalty: 5126.406250
	Iteration 12Q: 3 clusters Score -5549699 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5550178.500000 Penalty: 5126.406250
	Iteration 13Q: 3 clusters Score -5550178 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5550388.000000 Penalty: 5126.406250
	Iteration 14Q: 3 clusters Score -5550388 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5550514.500000 Penalty: 5126.406250
	Iteration 15Q: 3 clusters Score -5550514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5550611.000000 Penalty: 5126.406250
	Iteration 16Q: 3 clusters Score -5550611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5550649.000000 Penalty: 5126.406250
	Iteration 17Q: 3 clusters Score -5550649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5550678.500000 Penalty: 5126.406250
	Iteration 18Q: 3 clusters Score -5550678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5550690.500000 Penalty: 5126.406250
	Iteration 19Q: 3 clusters Score -5550690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5550715.000000 Penalty: 5126.406250
	Iteration 20F: 3 clusters Score -5550715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5550732.500000 Penalty: 5126.406250
	Iteration 21Q: 3 clusters Score -5550732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5550746.500000 Penalty: 5126.406250
	Iteration 22Q: 3 clusters Score -5550746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5550746.000000 Penalty: 5126.406250
	Iteration 23Q: 3 clusters Score -5550746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5550757.000000 Penalty: 5126.406250
	Iteration 24Q: 3 clusters Score -5550757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5550764.500000 Penalty: 5126.406250
	Iteration 25Q: 3 clusters Score -5550764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5550759.500000 Penalty: 5126.406250
	Iteration 26Q: 3 clusters Score -5550760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5550761.000000 Penalty: 5126.406250
	Iteration 27Q: 3 clusters Score -5550761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5550761.000000 Penalty: 5126.406250
	Iteration 28F: 3 clusters Score -5550761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -182851.781250 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -182851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -180867.171875 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -180867.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -181307.531250 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -181307.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -181538.937500 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -181538.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -181695.984375 Penalty: 3503.696289
	Iteration 3F: 3 clusters Score -181696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -181865.703125 Penalty: 3503.696289
	Iteration 4F: 3 clusters Score -181865.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -182052.421875 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -182052.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -182284.109375 Penalty: 3503.696289
	Iteration 6F: 3 clusters Score -182284.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -182447.812500 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -182447.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -182530.843750 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -182530.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -182570.250000 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -182570.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -182597.031250 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -182597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -182605.343750 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -182605.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -182610.500000 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -182610.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -182617.421875 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -182617.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -182627.359375 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -182627.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -182633.875000 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -182633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -182637.687500 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -182637.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -182640.015625 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -182640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -182645.046875 Penalty: 3503.696289
	Iteration 18Q: 3 clusters Score -182645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -182647.671875 Penalty: 3503.696289
	Iteration 19Q: 3 clusters Score -182647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -182650.968750 Penalty: 3503.696289
	Iteration 20F: 3 clusters Score -182651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -182653.906250 Penalty: 3503.696289
	Iteration 21Q: 3 clusters Score -182653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -182654.734375 Penalty: 3503.696289
	Iteration 22Q: 3 clusters Score -182654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -182654.734375 Penalty: 3503.696289
	Iteration 23F: 3 clusters Score -182654.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Entering Unmasked Estep 
Score: -9346305.000000 Penalty: 2687.217285
	Iteration 0F: 2 clusters Score -9346305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -9313347.000000 Penalty: 5374.434570
	Iteration 0F: 3 clusters Score -9313347 nChanged 23356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -9326295.000000 Penalty: 5374.434570
	Iteration 1F: 3 clusters Score -9326295 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -9326779.000000 Penalty: 5374.434570
	Iteration 2Q: 3 clusters Score -9326779 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -9327250.000000 Penalty: 5374.434570
	Iteration 3Q: 3 clusters Score -9327250 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -9327905.000000 Penalty: 5374.434570
	Iteration 4Q: 3 clusters Score -9327905 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -9328777.000000 Penalty: 5374.434570
	Iteration 5Q: 3 clusters Score -9328777 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -9330227.000000 Penalty: 5374.434570
	Iteration 6F: 3 clusters Score -9330227 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -9332684.000000 Penalty: 5374.434570
	Iteration 7F: 3 clusters Score -9332684 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -9335832.000000 Penalty: 5374.434570
	Iteration 8F: 3 clusters Score -9335832 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -9339134.000000 Penalty: 5374.434570
	Iteration 9F: 3 clusters Score -9339134 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -9341492.000000 Penalty: 5374.434570
	Iteration 10Q: 3 clusters Score -9341492 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9342787.000000 Penalty: 5374.434570
	Iteration 11Q: 3 clusters Score -9342787 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9343459.000000 Penalty: 5374.434570
	Iteration 12Q: 3 clusters Score -9343459 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9343854.000000 Penalty: 5374.434570
	Iteration 13Q: 3 clusters Score -9343854 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9344099.000000 Penalty: 5374.434570
	Iteration 14Q: 3 clusters Score -9344099 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9344218.000000 Penalty: 5374.434570
	Iteration 15Q: 3 clusters Score -9344218 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9344312.000000 Penalty: 5374.434570
	Iteration 16Q: 3 clusters Score -9344312 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9344355.000000 Penalty: 5374.434570
	Iteration 17Q: 3 clusters Score -9344355 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9344403.000000 Penalty: 5374.434570
	Iteration 18Q: 3 clusters Score -9344403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9344419.000000 Penalty: 5374.434570
	Iteration 19Q: 3 clusters Score -9344419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9344447.000000 Penalty: 5374.434570
	Iteration 20F: 3 clusters Score -9344447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9344464.000000 Penalty: 5374.434570
	Iteration 21Q: 3 clusters Score -9344464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9344480.000000 Penalty: 5374.434570
	Iteration 22Q: 3 clusters Score -9344480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9344485.000000 Penalty: 5374.434570
	Iteration 23Q: 3 clusters Score -9344485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9344505.000000 Penalty: 5374.434570
	Iteration 24Q: 3 clusters Score -9344505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9344514.000000 Penalty: 5374.434570
	Iteration 25Q: 3 clusters Score -9344514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9344520.000000 Penalty: 5374.434570
	Iteration 26Q: 3 clusters Score -9344520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9344511.000000 Penalty: 5374.434570
	Iteration 27Q: 3 clusters Score -9344511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9344521.000000 Penalty: 5374.434570
	Iteration 28Q: 3 clusters Score -9344521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9344524.000000 Penalty: 5374.434570
	Iteration 29Q: 3 clusters Score -9344524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9344530.000000 Penalty: 5374.434570
	Iteration 30Q: 3 clusters Score -9344530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9344528.000000 Penalty: 5374.434570
	Iteration 31Q: 3 clusters Score -9344528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9344524.000000 Penalty: 5374.434570
	Iteration 32Q: 3 clusters Score -9344524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9344523.000000 Penalty: 5374.434570
	Iteration 33Q: 3 clusters Score -9344523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9344518.000000 Penalty: 5374.434570
	Iteration 34Q: 3 clusters Score -9344518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9344531.000000 Penalty: 5374.434570
	Iteration 35Q: 3 clusters Score -9344531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9344531.000000 Penalty: 5374.434570
	Iteration 36Q: 3 clusters Score -9344531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9344530.000000 Penalty: 5374.434570
	Iteration 37Q: 3 clusters Score -9344530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9344530.000000 Penalty: 5374.434570
	Iteration 38F: 3 clusters Score -9344530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Entering Unmasked Estep 
Score: -628419.312500 Penalty: 2016.035400
	Iteration 0F: 2 clusters Score -628419.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -624927.625000 Penalty: 4032.070801
	Iteration 0F: 3 clusters Score -624927.6 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -625686.187500 Penalty: 4032.070801
	Iteration 1F: 3 clusters Score -625686.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -625871.062500 Penalty: 4032.070801
	Iteration 2F: 3 clusters Score -625871.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -625976.375000 Penalty: 4032.070801
	Iteration 3Q: 3 clusters Score -625976.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -626062.625000 Penalty: 4032.070801
	Iteration 4Q: 3 clusters Score -626062.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -626128.625000 Penalty: 4032.070801
	Iteration 5Q: 3 clusters Score -626128.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -626184.812500 Penalty: 4032.070801
	Iteration 6Q: 3 clusters Score -626184.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -626235.187500 Penalty: 4032.070801
	Iteration 7Q: 3 clusters Score -626235.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -626282.625000 Penalty: 4032.070801
	Iteration 8Q: 3 clusters Score -626282.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -626319.000000 Penalty: 4032.070801
	Iteration 9Q: 3 clusters Score -626319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -626345.875000 Penalty: 4032.070801
	Iteration 10Q: 3 clusters Score -626345.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -626384.687500 Penalty: 4032.070801
	Iteration 11Q: 3 clusters Score -626384.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -626421.750000 Penalty: 4032.070801
	Iteration 12Q: 3 clusters Score -626421.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -626447.187500 Penalty: 4032.070801
	Iteration 13Q: 3 clusters Score -626447.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -626469.000000 Penalty: 4032.070801
	Iteration 14Q: 3 clusters Score -626469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -626491.500000 Penalty: 4032.070801
	Iteration 15Q: 3 clusters Score -626491.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -626521.062500 Penalty: 4032.070801
	Iteration 16Q: 3 clusters Score -626521.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -626542.125000 Penalty: 4032.070801
	Iteration 17Q: 3 clusters Score -626542.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -626561.500000 Penalty: 4032.070801
	Iteration 18Q: 3 clusters Score -626561.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -626574.375000 Penalty: 4032.070801
	Iteration 19Q: 3 clusters Score -626574.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -626598.375000 Penalty: 4032.070801
	Iteration 20F: 3 clusters Score -626598.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -626625.250000 Penalty: 4032.070801
	Iteration 21Q: 3 clusters Score -626625.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -626648.062500 Penalty: 4032.070801
	Iteration 22Q: 3 clusters Score -626648.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -626660.625000 Penalty: 4032.070801
	Iteration 23Q: 3 clusters Score -626660.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -626671.687500 Penalty: 4032.070801
	Iteration 24Q: 3 clusters Score -626671.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -626682.000000 Penalty: 4032.070801
	Iteration 25Q: 3 clusters Score -626682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -626689.625000 Penalty: 4032.070801
	Iteration 26Q: 3 clusters Score -626689.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -626701.750000 Penalty: 4032.070801
	Iteration 27Q: 3 clusters Score -626701.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -626713.750000 Penalty: 4032.070801
	Iteration 28Q: 3 clusters Score -626713.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -626726.125000 Penalty: 4032.070801
	Iteration 29Q: 3 clusters Score -626726.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -626738.687500 Penalty: 4032.070801
	Iteration 30Q: 3 clusters Score -626738.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -626752.375000 Penalty: 4032.070801
	Iteration 31Q: 3 clusters Score -626752.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -626766.750000 Penalty: 4032.070801
	Iteration 32Q: 3 clusters Score -626766.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -626778.500000 Penalty: 4032.070801
	Iteration 33Q: 3 clusters Score -626778.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -626788.562500 Penalty: 4032.070801
	Iteration 34Q: 3 clusters Score -626788.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -626795.687500 Penalty: 4032.070801
	Iteration 35Q: 3 clusters Score -626795.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -626803.250000 Penalty: 4032.070801
	Iteration 36Q: 3 clusters Score -626803.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -626806.312500 Penalty: 4032.070801
	Iteration 37Q: 3 clusters Score -626806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -626807.750000 Penalty: 4032.070801
	Iteration 38Q: 3 clusters Score -626807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -626809.187500 Penalty: 4032.070801
	Iteration 39Q: 3 clusters Score -626809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -626810.812500 Penalty: 4032.070801
	Iteration 40F: 3 clusters Score -626810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -626814.875000 Penalty: 4032.070801
	Iteration 41Q: 3 clusters Score -626814.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -626819.437500 Penalty: 4032.070801
	Iteration 42Q: 3 clusters Score -626819.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -626823.562500 Penalty: 4032.070801
	Iteration 43Q: 3 clusters Score -626823.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -626827.437500 Penalty: 4032.070801
	Iteration 44Q: 3 clusters Score -626827.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -626832.375000 Penalty: 4032.070801
	Iteration 45Q: 3 clusters Score -626832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -626836.312500 Penalty: 4032.070801
	Iteration 46Q: 3 clusters Score -626836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -626837.375000 Penalty: 4032.070801
	Iteration 47Q: 3 clusters Score -626837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -626838.187500 Penalty: 4032.070801
	Iteration 48Q: 3 clusters Score -626838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -626838.187500 Penalty: 4032.070801
	Iteration 49F: 3 clusters Score -626838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Entering Unmasked Estep 
Score: -7042326.500000 Penalty: 2614.152588
	Iteration 0F: 2 clusters Score -7042326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -7016555.000000 Penalty: 5228.305176
	Iteration 0F: 3 clusters Score -7016555 nChanged 17409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -7026309.000000 Penalty: 5228.305176
	Iteration 1F: 3 clusters Score -7026309 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -7027225.000000 Penalty: 5228.305176
	Iteration 2F: 3 clusters Score -7027225 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -7028633.500000 Penalty: 5228.305176
	Iteration 3F: 3 clusters Score -7028634 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -7030769.500000 Penalty: 5228.305176
	Iteration 4F: 3 clusters Score -7030770 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -7033661.500000 Penalty: 5228.305176
	Iteration 5F: 3 clusters Score -7033662 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -7036700.000000 Penalty: 5228.305176
	Iteration 6F: 3 clusters Score -7036700 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -7039141.500000 Penalty: 5228.305176
	Iteration 7F: 3 clusters Score -7039142 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -7040456.000000 Penalty: 5228.305176
	Iteration 8Q: 3 clusters Score -7040456 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -7040817.500000 Penalty: 5228.305176
	Iteration 9Q: 3 clusters Score -7040818 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -7040966.500000 Penalty: 5228.305176
	Iteration 10Q: 3 clusters Score -7040966 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -7040998.000000 Penalty: 5228.305176
	Iteration 11Q: 3 clusters Score -7040998 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7041008.000000 Penalty: 5228.305176
	Iteration 12Q: 3 clusters Score -7041008 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -7041036.000000 Penalty: 5228.305176
	Iteration 13Q: 3 clusters Score -7041036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -7041060.000000 Penalty: 5228.305176
	Iteration 14Q: 3 clusters Score -7041060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -7041067.000000 Penalty: 5228.305176
	Iteration 15Q: 3 clusters Score -7041067 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -7041085.500000 Penalty: 5228.305176
	Iteration 16Q: 3 clusters Score -7041086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -7041093.000000 Penalty: 5228.305176
	Iteration 17Q: 3 clusters Score -7041093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -7041102.000000 Penalty: 5228.305176
	Iteration 18Q: 3 clusters Score -7041102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -7041113.000000 Penalty: 5228.305176
	Iteration 19Q: 3 clusters Score -7041113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -7041112.500000 Penalty: 5228.305176
	Iteration 20F: 3 clusters Score -7041112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -7041129.000000 Penalty: 5228.305176
	Iteration 21Q: 3 clusters Score -7041129 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -7041148.500000 Penalty: 5228.305176
	Iteration 22Q: 3 clusters Score -7041148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -7041148.000000 Penalty: 5228.305176
	Iteration 23Q: 3 clusters Score -7041148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -7041151.500000 Penalty: 5228.305176
	Iteration 24Q: 3 clusters Score -7041152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -7041169.000000 Penalty: 5228.305176
	Iteration 25Q: 3 clusters Score -7041169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -7041189.500000 Penalty: 5228.305176
	Iteration 26Q: 3 clusters Score -7041190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -7041187.000000 Penalty: 5228.305176
	Iteration 27Q: 3 clusters Score -7041187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -7041191.500000 Penalty: 5228.305176
	Iteration 28Q: 3 clusters Score -7041192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -7041194.000000 Penalty: 5228.305176
	Iteration 29Q: 3 clusters Score -7041194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -7041192.000000 Penalty: 5228.305176
	Iteration 30Q: 3 clusters Score -7041192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -7041190.000000 Penalty: 5228.305176
	Iteration 31Q: 3 clusters Score -7041190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -7041190.500000 Penalty: 5228.305176
	Iteration 32Q: 3 clusters Score -7041190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -7041204.000000 Penalty: 5228.305176
	Iteration 33Q: 3 clusters Score -7041204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -7041204.000000 Penalty: 5228.305176
	Iteration 34Q: 3 clusters Score -7041204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -7041218.000000 Penalty: 5228.305176
	Iteration 35Q: 3 clusters Score -7041218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -7041212.000000 Penalty: 5228.305176
	Iteration 36Q: 3 clusters Score -7041212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -7041213.500000 Penalty: 5228.305176
	Iteration 37Q: 3 clusters Score -7041214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -7041204.500000 Penalty: 5228.305176
	Iteration 38Q: 3 clusters Score -7041204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -7041198.500000 Penalty: 5228.305176
	Iteration 39Q: 3 clusters Score -7041198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -7041216.000000 Penalty: 5228.305176
	Iteration 40F: 3 clusters Score -7041216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -7041219.500000 Penalty: 5228.305176
	Iteration 41Q: 3 clusters Score -7041220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -7041217.500000 Penalty: 5228.305176
	Iteration 42Q: 3 clusters Score -7041218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -7041222.500000 Penalty: 5228.305176
	Iteration 43Q: 3 clusters Score -7041222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -7041222.000000 Penalty: 5228.305176
	Iteration 44Q: 3 clusters Score -7041222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -7041236.500000 Penalty: 5228.305176
	Iteration 45Q: 3 clusters Score -7041236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -7041236.500000 Penalty: 5228.305176
	Iteration 46Q: 3 clusters Score -7041236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -7041234.000000 Penalty: 5228.305176
	Iteration 47Q: 3 clusters Score -7041234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -7041226.500000 Penalty: 5228.305176
	Iteration 48Q: 3 clusters Score -7041226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -7041242.500000 Penalty: 5228.305176
	Iteration 49Q: 3 clusters Score -7041242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -7041231.500000 Penalty: 5228.305176
	Iteration 50Q: 3 clusters Score -7041232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -7041226.500000 Penalty: 5228.305176
	Iteration 51Q: 3 clusters Score -7041226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7041226.000000 Penalty: 5228.305176
	Iteration 52Q: 3 clusters Score -7041226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -7041232.000000 Penalty: 5228.305176
	Iteration 53Q: 3 clusters Score -7041232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -7041228.500000 Penalty: 5228.305176
	Iteration 54Q: 3 clusters Score -7041228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -7041228.000000 Penalty: 5228.305176
	Iteration 55Q: 3 clusters Score -7041228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -7041236.500000 Penalty: 5228.305176
	Iteration 56Q: 3 clusters Score -7041236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -7041238.000000 Penalty: 5228.305176
	Iteration 57Q: 3 clusters Score -7041238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -7041234.500000 Penalty: 5228.305176
	Iteration 58Q: 3 clusters Score -7041234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -7041237.000000 Penalty: 5228.305176
	Iteration 59Q: 3 clusters Score -7041237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -7041232.000000 Penalty: 5228.305176
	Iteration 60F: 3 clusters Score -7041232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -7041223.500000 Penalty: 5228.305176
	Iteration 61Q: 3 clusters Score -7041224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -7041227.000000 Penalty: 5228.305176
	Iteration 62Q: 3 clusters Score -7041227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -7041222.000000 Penalty: 5228.305176
	Iteration 63Q: 3 clusters Score -7041222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -7041224.500000 Penalty: 5228.305176
	Iteration 64Q: 3 clusters Score -7041224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -7041219.500000 Penalty: 5228.305176
	Iteration 65Q: 3 clusters Score -7041220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -7041225.000000 Penalty: 5228.305176
	Iteration 66Q: 3 clusters Score -7041225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -7041224.500000 Penalty: 5228.305176
	Iteration 67Q: 3 clusters Score -7041224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -7041223.000000 Penalty: 5228.305176
	Iteration 68Q: 3 clusters Score -7041223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -7041221.000000 Penalty: 5228.305176
	Iteration 69Q: 3 clusters Score -7041221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -7041223.500000 Penalty: 5228.305176
	Iteration 70Q: 3 clusters Score -7041224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -7041227.000000 Penalty: 5228.305176
	Iteration 71Q: 3 clusters Score -7041227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -7041224.500000 Penalty: 5228.305176
	Iteration 72Q: 3 clusters Score -7041224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -7041231.000000 Penalty: 5228.305176
	Iteration 73Q: 3 clusters Score -7041231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -7041230.500000 Penalty: 5228.305176
	Iteration 74Q: 3 clusters Score -7041230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -7041234.500000 Penalty: 5228.305176
	Iteration 75Q: 3 clusters Score -7041234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -7041241.000000 Penalty: 5228.305176
	Iteration 76Q: 3 clusters Score -7041241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -7041246.000000 Penalty: 5228.305176
	Iteration 77Q: 3 clusters Score -7041246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -7041243.500000 Penalty: 5228.305176
	Iteration 78Q: 3 clusters Score -7041244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -7041241.500000 Penalty: 5228.305176
	Iteration 79Q: 3 clusters Score -7041242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -7041233.500000 Penalty: 5228.305176
	Iteration 80F: 3 clusters Score -7041234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -7041223.000000 Penalty: 5228.305176
	Iteration 81Q: 3 clusters Score -7041223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -7041223.500000 Penalty: 5228.305176
	Iteration 82Q: 3 clusters Score -7041224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -7041217.000000 Penalty: 5228.305176
	Iteration 83Q: 3 clusters Score -7041217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -7041228.000000 Penalty: 5228.305176
	Iteration 84Q: 3 clusters Score -7041228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -7041240.500000 Penalty: 5228.305176
	Iteration 85Q: 3 clusters Score -7041240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -7041236.500000 Penalty: 5228.305176
	Iteration 86Q: 3 clusters Score -7041236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -7041238.000000 Penalty: 5228.305176
	Iteration 87Q: 3 clusters Score -7041238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -7041236.000000 Penalty: 5228.305176
	Iteration 88Q: 3 clusters Score -7041236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -7041235.500000 Penalty: 5228.305176
	Iteration 89Q: 3 clusters Score -7041236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -7041234.000000 Penalty: 5228.305176
	Iteration 90Q: 3 clusters Score -7041234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -7041237.500000 Penalty: 5228.305176
	Iteration 91Q: 3 clusters Score -7041238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -7041237.500000 Penalty: 5228.305176
	Iteration 92F: 3 clusters Score -7041238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Entering Unmasked Estep 
Score: -9169349.000000 Penalty: 2678.522217
	Iteration 0F: 2 clusters Score -9169349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -9138616.000000 Penalty: 5357.044434
	Iteration 0F: 3 clusters Score -9138616 nChanged 22591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -9150948.000000 Penalty: 5357.044434
	Iteration 1F: 3 clusters Score -9150948 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -9151358.000000 Penalty: 5357.044434
	Iteration 2Q: 3 clusters Score -9151358 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -9151800.000000 Penalty: 5357.044434
	Iteration 3Q: 3 clusters Score -9151800 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -9152216.000000 Penalty: 5357.044434
	Iteration 4Q: 3 clusters Score -9152216 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -9152706.000000 Penalty: 5357.044434
	Iteration 5Q: 3 clusters Score -9152706 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -9153507.000000 Penalty: 5357.044434
	Iteration 6Q: 3 clusters Score -9153507 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -9154656.000000 Penalty: 5357.044434
	Iteration 7Q: 3 clusters Score -9154656 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -9156477.000000 Penalty: 5357.044434
	Iteration 8F: 3 clusters Score -9156477 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -9159180.000000 Penalty: 5357.044434
	Iteration 9F: 3 clusters Score -9159180 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -9162218.000000 Penalty: 5357.044434
	Iteration 10F: 3 clusters Score -9162218 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -9164593.000000 Penalty: 5357.044434
	Iteration 11F: 3 clusters Score -9164593 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9166084.000000 Penalty: 5357.044434
	Iteration 12Q: 3 clusters Score -9166084 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9166688.000000 Penalty: 5357.044434
	Iteration 13Q: 3 clusters Score -9166688 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9166854.000000 Penalty: 5357.044434
	Iteration 14Q: 3 clusters Score -9166854 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9166912.000000 Penalty: 5357.044434
	Iteration 15Q: 3 clusters Score -9166912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9166959.000000 Penalty: 5357.044434
	Iteration 16Q: 3 clusters Score -9166959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9166997.000000 Penalty: 5357.044434
	Iteration 17Q: 3 clusters Score -9166997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9167023.000000 Penalty: 5357.044434
	Iteration 18Q: 3 clusters Score -9167023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9167028.000000 Penalty: 5357.044434
	Iteration 19Q: 3 clusters Score -9167028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9167037.000000 Penalty: 5357.044434
	Iteration 20F: 3 clusters Score -9167037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9167050.000000 Penalty: 5357.044434
	Iteration 21Q: 3 clusters Score -9167050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9167051.000000 Penalty: 5357.044434
	Iteration 22Q: 3 clusters Score -9167051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9167051.000000 Penalty: 5357.044434
	Iteration 23F: 3 clusters Score -9167051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Entering Unmasked Estep 
Score: -9721309.000000 Penalty: 2692.606934
	Iteration 0F: 2 clusters Score -9721309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -9690448.000000 Penalty: 5385.213867
	Iteration 0F: 3 clusters Score -9690448 nChanged 23856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -9703609.000000 Penalty: 5385.213867
	Iteration 1F: 3 clusters Score -9703609 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -9704299.000000 Penalty: 5385.213867
	Iteration 2Q: 3 clusters Score -9704299 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -9705010.000000 Penalty: 5385.213867
	Iteration 3Q: 3 clusters Score -9705010 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -9705970.000000 Penalty: 5385.213867
	Iteration 4Q: 3 clusters Score -9705970 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -9707421.000000 Penalty: 5385.213867
	Iteration 5F: 3 clusters Score -9707421 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -9709428.000000 Penalty: 5385.213867
	Iteration 6F: 3 clusters Score -9709428 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -9712183.000000 Penalty: 5385.213867
	Iteration 7F: 3 clusters Score -9712183 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -9714815.000000 Penalty: 5385.213867
	Iteration 8F: 3 clusters Score -9714815 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -9716325.000000 Penalty: 5385.213867
	Iteration 9F: 3 clusters Score -9716325 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -9717011.000000 Penalty: 5385.213867
	Iteration 10Q: 3 clusters Score -9717011 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -9717613.000000 Penalty: 5385.213867
	Iteration 11Q: 3 clusters Score -9717613 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -9718265.000000 Penalty: 5385.213867
	Iteration 12Q: 3 clusters Score -9718265 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -9718805.000000 Penalty: 5385.213867
	Iteration 13Q: 3 clusters Score -9718805 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -9719263.000000 Penalty: 5385.213867
	Iteration 14Q: 3 clusters Score -9719263 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -9719763.000000 Penalty: 5385.213867
	Iteration 15Q: 3 clusters Score -9719763 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -9720037.000000 Penalty: 5385.213867
	Iteration 16Q: 3 clusters Score -9720037 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -9720169.000000 Penalty: 5385.213867
	Iteration 17Q: 3 clusters Score -9720169 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -9720310.000000 Penalty: 5385.213867
	Iteration 18Q: 3 clusters Score -9720310 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -9720453.000000 Penalty: 5385.213867
	Iteration 19Q: 3 clusters Score -9720453 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -9720494.000000 Penalty: 5385.213867
	Iteration 20F: 3 clusters Score -9720494 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -9720520.000000 Penalty: 5385.213867
	Iteration 21Q: 3 clusters Score -9720520 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -9720555.000000 Penalty: 5385.213867
	Iteration 22Q: 3 clusters Score -9720555 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -9720573.000000 Penalty: 5385.213867
	Iteration 23Q: 3 clusters Score -9720573 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -9720606.000000 Penalty: 5385.213867
	Iteration 24Q: 3 clusters Score -9720606 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -9720644.000000 Penalty: 5385.213867
	Iteration 25Q: 3 clusters Score -9720644 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -9720658.000000 Penalty: 5385.213867
	Iteration 26Q: 3 clusters Score -9720658 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -9720673.000000 Penalty: 5385.213867
	Iteration 27Q: 3 clusters Score -9720673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -9720669.000000 Penalty: 5385.213867
	Iteration 28Q: 3 clusters Score -9720669 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -9720674.000000 Penalty: 5385.213867
	Iteration 29Q: 3 clusters Score -9720674 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -9720702.000000 Penalty: 5385.213867
	Iteration 30Q: 3 clusters Score -9720702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -9720681.000000 Penalty: 5385.213867
	Iteration 31Q: 3 clusters Score -9720681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -9720677.000000 Penalty: 5385.213867
	Iteration 32Q: 3 clusters Score -9720677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -9720673.000000 Penalty: 5385.213867
	Iteration 33Q: 3 clusters Score -9720673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -9720691.000000 Penalty: 5385.213867
	Iteration 34Q: 3 clusters Score -9720691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -9720677.000000 Penalty: 5385.213867
	Iteration 35Q: 3 clusters Score -9720677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -9720691.000000 Penalty: 5385.213867
	Iteration 36Q: 3 clusters Score -9720691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -9720683.000000 Penalty: 5385.213867
	Iteration 37Q: 3 clusters Score -9720683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -9720685.000000 Penalty: 5385.213867
	Iteration 38Q: 3 clusters Score -9720685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -9720683.000000 Penalty: 5385.213867
	Iteration 39Q: 3 clusters Score -9720683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -9720674.000000 Penalty: 5385.213867
	Iteration 40F: 3 clusters Score -9720674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -9720692.000000 Penalty: 5385.213867
	Iteration 41Q: 3 clusters Score -9720692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -9720685.000000 Penalty: 5385.213867
	Iteration 42Q: 3 clusters Score -9720685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -9720702.000000 Penalty: 5385.213867
	Iteration 43Q: 3 clusters Score -9720702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -9720703.000000 Penalty: 5385.213867
	Iteration 44Q: 3 clusters Score -9720703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -9720686.000000 Penalty: 5385.213867
	Iteration 45Q: 3 clusters Score -9720686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -9720687.000000 Penalty: 5385.213867
	Iteration 46Q: 3 clusters Score -9720687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -9720671.000000 Penalty: 5385.213867
	Iteration 47Q: 3 clusters Score -9720671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -9720671.000000 Penalty: 5385.213867
	Iteration 48Q: 3 clusters Score -9720671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -9720669.000000 Penalty: 5385.213867
	Iteration 49Q: 3 clusters Score -9720669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -9720678.000000 Penalty: 5385.213867
	Iteration 50Q: 3 clusters Score -9720678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -9720677.000000 Penalty: 5385.213867
	Iteration 51Q: 3 clusters Score -9720677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -9720673.000000 Penalty: 5385.213867
	Iteration 52Q: 3 clusters Score -9720673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -9720670.000000 Penalty: 5385.213867
	Iteration 53Q: 3 clusters Score -9720670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -9720676.000000 Penalty: 5385.213867
	Iteration 54Q: 3 clusters Score -9720676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -9720667.000000 Penalty: 5385.213867
	Iteration 55Q: 3 clusters Score -9720667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -9720661.000000 Penalty: 5385.213867
	Iteration 56Q: 3 clusters Score -9720661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -9720664.000000 Penalty: 5385.213867
	Iteration 57Q: 3 clusters Score -9720664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -9720663.000000 Penalty: 5385.213867
	Iteration 58Q: 3 clusters Score -9720663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -9720658.000000 Penalty: 5385.213867
	Iteration 59Q: 3 clusters Score -9720658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -9720671.000000 Penalty: 5385.213867
	Iteration 60F: 3 clusters Score -9720671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -9720667.000000 Penalty: 5385.213867
	Iteration 61Q: 3 clusters Score -9720667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -9720668.000000 Penalty: 5385.213867
	Iteration 62Q: 3 clusters Score -9720668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -9720668.000000 Penalty: 5385.213867
	Iteration 63F: 3 clusters Score -9720668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -64052.875000 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -64052.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62783.738281 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -62783.74 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63036.222656 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -63036.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -63141.023438 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -63141.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -63152.835938 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -63152.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -63154.207031 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -63154.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -63154.207031 Penalty: 2956.658691
	Iteration 5F: 3 clusters Score -63154.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Entering Unmasked Estep 
Score: -8872070.000000 Penalty: 2672.974365
	Iteration 0F: 2 clusters Score -8872070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -8840061.000000 Penalty: 5345.948730
	Iteration 0F: 3 clusters Score -8840061 nChanged 22300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -8852381.000000 Penalty: 5345.948730
	Iteration 1F: 3 clusters Score -8852381 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -8852950.000000 Penalty: 5345.948730
	Iteration 2Q: 3 clusters Score -8852950 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -8853450.000000 Penalty: 5345.948730
	Iteration 3Q: 3 clusters Score -8853450 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -8854184.000000 Penalty: 5345.948730
	Iteration 4Q: 3 clusters Score -8854184 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -8855198.000000 Penalty: 5345.948730
	Iteration 5Q: 3 clusters Score -8855198 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -8856968.000000 Penalty: 5345.948730
	Iteration 6F: 3 clusters Score -8856968 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -8859815.000000 Penalty: 5345.948730
	Iteration 7F: 3 clusters Score -8859815 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -8863523.000000 Penalty: 5345.948730
	Iteration 8F: 3 clusters Score -8863523 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -8866893.000000 Penalty: 5345.948730
	Iteration 9F: 3 clusters Score -8866893 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8868698.000000 Penalty: 5345.948730
	Iteration 10Q: 3 clusters Score -8868698 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -8869424.000000 Penalty: 5345.948730
	Iteration 11Q: 3 clusters Score -8869424 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -8869703.000000 Penalty: 5345.948730
	Iteration 12Q: 3 clusters Score -8869703 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -8869829.000000 Penalty: 5345.948730
	Iteration 13Q: 3 clusters Score -8869829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -8869883.000000 Penalty: 5345.948730
	Iteration 14Q: 3 clusters Score -8869883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -8869938.000000 Penalty: 5345.948730
	Iteration 15Q: 3 clusters Score -8869938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -8869973.000000 Penalty: 5345.948730
	Iteration 16Q: 3 clusters Score -8869973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -8869983.000000 Penalty: 5345.948730
	Iteration 17Q: 3 clusters Score -8869983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -8870004.000000 Penalty: 5345.948730
	Iteration 18Q: 3 clusters Score -8870004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -8870023.000000 Penalty: 5345.948730
	Iteration 19Q: 3 clusters Score -8870023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -8870041.000000 Penalty: 5345.948730
	Iteration 20F: 3 clusters Score -8870041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -8870051.000000 Penalty: 5345.948730
	Iteration 21Q: 3 clusters Score -8870051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -8870059.000000 Penalty: 5345.948730
	Iteration 22Q: 3 clusters Score -8870059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -8870064.000000 Penalty: 5345.948730
	Iteration 23Q: 3 clusters Score -8870064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -8870066.000000 Penalty: 5345.948730
	Iteration 24Q: 3 clusters Score -8870066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -8870079.000000 Penalty: 5345.948730
	Iteration 25Q: 3 clusters Score -8870079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -8870084.000000 Penalty: 5345.948730
	Iteration 26Q: 3 clusters Score -8870084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -8870084.000000 Penalty: 5345.948730
	Iteration 27F: 3 clusters Score -8870084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -47368.062500 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -47368.06 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 236 members 
Entering Unmasked Estep 
Score: -45983.742188 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -45983.74 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46249.121094 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -46249.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46353.609375 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -46353.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46455.710938 Penalty: 3032.386475
	Iteration 3F: 3 clusters Score -46455.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46541.464844 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -46541.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46574.187500 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -46574.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46602.523438 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -46602.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46620.488281 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -46620.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46629.906250 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -46629.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46663.757812 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -46663.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46714.386719 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -46714.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46774.917969 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -46774.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46790.101562 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -46790.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46792.480469 Penalty: 3032.386475
	Iteration 13F: 3 clusters Score -46792.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46799.945312 Penalty: 3032.386475
	Iteration 14Q: 3 clusters Score -46799.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46806.070312 Penalty: 3032.386475
	Iteration 15Q: 3 clusters Score -46806.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46806.070312 Penalty: 3032.386475
	Iteration 16F: 3 clusters Score -46806.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -19094.111328 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -19094.11 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 130 members 
Entering Unmasked Estep 
Score: -18031.746094 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -18031.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18157.322266 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -18157.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18236.083984 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -18236.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18293.925781 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18293.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18323.759766 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -18323.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18342.843750 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -18342.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18346.744141 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -18346.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18346.744141 Penalty: 2744.561279
	Iteration 7F: 3 clusters Score -18346.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -106054.445312 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -106054.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -104451.078125 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -104451.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -104629.843750 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -104629.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -104742.820312 Penalty: 3181.887939
	Iteration 2Q: 3 clusters Score -104742.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -104902.132812 Penalty: 3181.887939
	Iteration 3Q: 3 clusters Score -104902.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104992.351562 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -104992.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -105034.867188 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -105034.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -105088.726562 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -105088.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -105132.617188 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -105132.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105152.226562 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -105152.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -105177.703125 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -105177.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -105199.367188 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -105199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -105218.851562 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -105218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -105229.773438 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -105229.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105245.046875 Penalty: 3181.887939
	Iteration 13Q: 3 clusters Score -105245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -105248.023438 Penalty: 3181.887939
	Iteration 14Q: 3 clusters Score -105248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105254.562500 Penalty: 3181.887939
	Iteration 15Q: 3 clusters Score -105254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105261.460938 Penalty: 3181.887939
	Iteration 16Q: 3 clusters Score -105261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -105265.851562 Penalty: 3181.887939
	Iteration 17Q: 3 clusters Score -105265.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105273.437500 Penalty: 3181.887939
	Iteration 18Q: 3 clusters Score -105273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105283.250000 Penalty: 3181.887939
	Iteration 19Q: 3 clusters Score -105283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105294.195312 Penalty: 3181.887939
	Iteration 20F: 3 clusters Score -105294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105297.609375 Penalty: 3181.887939
	Iteration 21Q: 3 clusters Score -105297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105300.085938 Penalty: 3181.887939
	Iteration 22Q: 3 clusters Score -105300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105303.984375 Penalty: 3181.887939
	Iteration 23Q: 3 clusters Score -105304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105308.937500 Penalty: 3181.887939
	Iteration 24Q: 3 clusters Score -105308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105314.375000 Penalty: 3181.887939
	Iteration 25Q: 3 clusters Score -105314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105320.773438 Penalty: 3181.887939
	Iteration 26Q: 3 clusters Score -105320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105324.257812 Penalty: 3181.887939
	Iteration 27Q: 3 clusters Score -105324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -105325.578125 Penalty: 3181.887939
	Iteration 28Q: 3 clusters Score -105325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105326.390625 Penalty: 3181.887939
	Iteration 29Q: 3 clusters Score -105326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105326.390625 Penalty: 3181.887939
	Iteration 30F: 3 clusters Score -105326.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -176550.953125 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -176551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -174634.562500 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -174634.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -175006.218750 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -175006.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -175152.500000 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -175152.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -175217.296875 Penalty: 3436.068848
	Iteration 3Q: 3 clusters Score -175217.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -175273.078125 Penalty: 3436.068848
	Iteration 4Q: 3 clusters Score -175273.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -175326.796875 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -175326.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -175367.515625 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -175367.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -175410.734375 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -175410.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -175457.796875 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -175457.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -175504.421875 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -175504.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -175546.125000 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -175546.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -175574.640625 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -175574.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -175600.687500 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -175600.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175617.109375 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -175617.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -175639.796875 Penalty: 3436.068848
	Iteration 14Q: 3 clusters Score -175639.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -175658.000000 Penalty: 3436.068848
	Iteration 15Q: 3 clusters Score -175658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -175676.375000 Penalty: 3436.068848
	Iteration 16Q: 3 clusters Score -175676.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175692.687500 Penalty: 3436.068848
	Iteration 17Q: 3 clusters Score -175692.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -175703.156250 Penalty: 3436.068848
	Iteration 18Q: 3 clusters Score -175703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -175710.187500 Penalty: 3436.068848
	Iteration 19Q: 3 clusters Score -175710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -175714.156250 Penalty: 3436.068848
	Iteration 20F: 3 clusters Score -175714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -175724.718750 Penalty: 3436.068848
	Iteration 21Q: 3 clusters Score -175724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -175727.453125 Penalty: 3436.068848
	Iteration 22Q: 3 clusters Score -175727.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -175734.125000 Penalty: 3436.068848
	Iteration 23Q: 3 clusters Score -175734.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175740.875000 Penalty: 3436.068848
	Iteration 24Q: 3 clusters Score -175740.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -175743.828125 Penalty: 3436.068848
	Iteration 25Q: 3 clusters Score -175743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -175746.921875 Penalty: 3436.068848
	Iteration 26Q: 3 clusters Score -175746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -175751.453125 Penalty: 3436.068848
	Iteration 27Q: 3 clusters Score -175751.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -175751.453125 Penalty: 3436.068848
	Iteration 28F: 3 clusters Score -175751.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -71639.890625 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -71639.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70156.789062 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -70156.79 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70428.578125 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -70428.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70574.406250 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -70574.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70637.742188 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -70637.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70661.546875 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -70661.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70670.914062 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -70670.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70680.867188 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -70680.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70685.898438 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -70685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70695.585938 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -70695.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70697.718750 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -70697.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70702.054688 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -70702.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70702.054688 Penalty: 3136.882080
	Iteration 11F: 3 clusters Score -70702.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Entering Unmasked Estep 
Score: -8040496.500000 Penalty: 2646.206299
	Iteration 0F: 2 clusters Score -8040496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -8012541.500000 Penalty: 5292.412598
	Iteration 0F: 3 clusters Score -8012542 nChanged 19652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -8023284.500000 Penalty: 5292.412598
	Iteration 1F: 3 clusters Score -8023284 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -8024005.500000 Penalty: 5292.412598
	Iteration 2Q: 3 clusters Score -8024006 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -8024873.500000 Penalty: 5292.412598
	Iteration 3Q: 3 clusters Score -8024874 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -8026105.000000 Penalty: 5292.412598
	Iteration 4F: 3 clusters Score -8026105 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -8027647.000000 Penalty: 5292.412598
	Iteration 5F: 3 clusters Score -8027647 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -8029619.000000 Penalty: 5292.412598
	Iteration 6F: 3 clusters Score -8029619 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -8031867.000000 Penalty: 5292.412598
	Iteration 7F: 3 clusters Score -8031867 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -8034049.000000 Penalty: 5292.412598
	Iteration 8F: 3 clusters Score -8034049 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -8035914.500000 Penalty: 5292.412598
	Iteration 9Q: 3 clusters Score -8035914 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -8037106.000000 Penalty: 5292.412598
	Iteration 10Q: 3 clusters Score -8037106 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -8037684.500000 Penalty: 5292.412598
	Iteration 11Q: 3 clusters Score -8037684 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -8038006.000000 Penalty: 5292.412598
	Iteration 12Q: 3 clusters Score -8038006 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -8038236.500000 Penalty: 5292.412598
	Iteration 13Q: 3 clusters Score -8038236 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -8038357.500000 Penalty: 5292.412598
	Iteration 14Q: 3 clusters Score -8038358 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -8038452.000000 Penalty: 5292.412598
	Iteration 15Q: 3 clusters Score -8038452 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -8038473.000000 Penalty: 5292.412598
	Iteration 16Q: 3 clusters Score -8038473 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -8038539.000000 Penalty: 5292.412598
	Iteration 17Q: 3 clusters Score -8038539 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -8038570.000000 Penalty: 5292.412598
	Iteration 18Q: 3 clusters Score -8038570 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -8038592.500000 Penalty: 5292.412598
	Iteration 19Q: 3 clusters Score -8038592 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -8038665.000000 Penalty: 5292.412598
	Iteration 20F: 3 clusters Score -8038665 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -8038688.000000 Penalty: 5292.412598
	Iteration 21Q: 3 clusters Score -8038688 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -8038694.000000 Penalty: 5292.412598
	Iteration 22Q: 3 clusters Score -8038694 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -8038687.000000 Penalty: 5292.412598
	Iteration 23Q: 3 clusters Score -8038687 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -8038691.500000 Penalty: 5292.412598
	Iteration 24Q: 3 clusters Score -8038692 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -8038727.500000 Penalty: 5292.412598
	Iteration 25Q: 3 clusters Score -8038728 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -8038721.500000 Penalty: 5292.412598
	Iteration 26Q: 3 clusters Score -8038722 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -8038721.500000 Penalty: 5292.412598
	Iteration 27Q: 3 clusters Score -8038722 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -8038711.500000 Penalty: 5292.412598
	Iteration 28Q: 3 clusters Score -8038712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -8038719.500000 Penalty: 5292.412598
	Iteration 29Q: 3 clusters Score -8038720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -8038705.000000 Penalty: 5292.412598
	Iteration 30Q: 3 clusters Score -8038705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -8038717.000000 Penalty: 5292.412598
	Iteration 31Q: 3 clusters Score -8038717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -8038706.000000 Penalty: 5292.412598
	Iteration 32Q: 3 clusters Score -8038706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -8038723.000000 Penalty: 5292.412598
	Iteration 33Q: 3 clusters Score -8038723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -8038718.500000 Penalty: 5292.412598
	Iteration 34Q: 3 clusters Score -8038718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -8038714.000000 Penalty: 5292.412598
	Iteration 35Q: 3 clusters Score -8038714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -8038723.000000 Penalty: 5292.412598
	Iteration 36Q: 3 clusters Score -8038723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -8038721.000000 Penalty: 5292.412598
	Iteration 37Q: 3 clusters Score -8038721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -8038715.500000 Penalty: 5292.412598
	Iteration 38Q: 3 clusters Score -8038716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -8038718.000000 Penalty: 5292.412598
	Iteration 39Q: 3 clusters Score -8038718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -8038713.000000 Penalty: 5292.412598
	Iteration 40F: 3 clusters Score -8038713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -8038710.000000 Penalty: 5292.412598
	Iteration 41Q: 3 clusters Score -8038710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -8038702.000000 Penalty: 5292.412598
	Iteration 42Q: 3 clusters Score -8038702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -8038708.000000 Penalty: 5292.412598
	Iteration 43Q: 3 clusters Score -8038708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -8038710.500000 Penalty: 5292.412598
	Iteration 44Q: 3 clusters Score -8038710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -8038697.000000 Penalty: 5292.412598
	Iteration 45Q: 3 clusters Score -8038697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -8038707.000000 Penalty: 5292.412598
	Iteration 46Q: 3 clusters Score -8038707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -8038703.000000 Penalty: 5292.412598
	Iteration 47Q: 3 clusters Score -8038703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -8038711.000000 Penalty: 5292.412598
	Iteration 48Q: 3 clusters Score -8038711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -8038705.500000 Penalty: 5292.412598
	Iteration 49Q: 3 clusters Score -8038706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -8038700.500000 Penalty: 5292.412598
	Iteration 50Q: 3 clusters Score -8038700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -8038706.000000 Penalty: 5292.412598
	Iteration 51Q: 3 clusters Score -8038706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -8038702.500000 Penalty: 5292.412598
	Iteration 52Q: 3 clusters Score -8038702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -8038703.000000 Penalty: 5292.412598
	Iteration 53Q: 3 clusters Score -8038703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -8038709.500000 Penalty: 5292.412598
	Iteration 54Q: 3 clusters Score -8038710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -8038697.500000 Penalty: 5292.412598
	Iteration 55Q: 3 clusters Score -8038698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -8038693.000000 Penalty: 5292.412598
	Iteration 56Q: 3 clusters Score -8038693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -8038693.000000 Penalty: 5292.412598
	Iteration 57F: 3 clusters Score -8038693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Entering Unmasked Estep 
Score: -9111727.000000 Penalty: 2678.825439
	Iteration 0F: 2 clusters Score -9111727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -9080018.000000 Penalty: 5357.650879
	Iteration 0F: 3 clusters Score -9080018 nChanged 22635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -9092572.000000 Penalty: 5357.650879
	Iteration 1F: 3 clusters Score -9092572 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -9093072.000000 Penalty: 5357.650879
	Iteration 2Q: 3 clusters Score -9093072 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -9093646.000000 Penalty: 5357.650879
	Iteration 3Q: 3 clusters Score -9093646 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -9094306.000000 Penalty: 5357.650879
	Iteration 4Q: 3 clusters Score -9094306 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -9095278.000000 Penalty: 5357.650879
	Iteration 5Q: 3 clusters Score -9095278 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -9096631.000000 Penalty: 5357.650879
	Iteration 6F: 3 clusters Score -9096631 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -9098731.000000 Penalty: 5357.650879
	Iteration 7F: 3 clusters Score -9098731 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -9101593.000000 Penalty: 5357.650879
	Iteration 8F: 3 clusters Score -9101593 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -9104806.000000 Penalty: 5357.650879
	Iteration 9F: 3 clusters Score -9104806 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -9107421.000000 Penalty: 5357.650879
	Iteration 10F: 3 clusters Score -9107421 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -9108789.000000 Penalty: 5357.650879
	Iteration 11Q: 3 clusters Score -9108789 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -9109206.000000 Penalty: 5357.650879
	Iteration 12Q: 3 clusters Score -9109206 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -9109329.000000 Penalty: 5357.650879
	Iteration 13Q: 3 clusters Score -9109329 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -9109380.000000 Penalty: 5357.650879
	Iteration 14Q: 3 clusters Score -9109380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -9109397.000000 Penalty: 5357.650879
	Iteration 15Q: 3 clusters Score -9109397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -9109418.000000 Penalty: 5357.650879
	Iteration 16Q: 3 clusters Score -9109418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -9109456.000000 Penalty: 5357.650879
	Iteration 17Q: 3 clusters Score -9109456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -9109468.000000 Penalty: 5357.650879
	Iteration 18Q: 3 clusters Score -9109468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -9109476.000000 Penalty: 5357.650879
	Iteration 19Q: 3 clusters Score -9109476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -9109480.000000 Penalty: 5357.650879
	Iteration 20F: 3 clusters Score -9109480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -9109486.000000 Penalty: 5357.650879
	Iteration 21Q: 3 clusters Score -9109486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -9109492.000000 Penalty: 5357.650879
	Iteration 22Q: 3 clusters Score -9109492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -9109498.000000 Penalty: 5357.650879
	Iteration 23Q: 3 clusters Score -9109498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -9109498.000000 Penalty: 5357.650879
	Iteration 24Q: 3 clusters Score -9109498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -9109498.000000 Penalty: 5357.650879
	Iteration 25F: 3 clusters Score -9109498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73705.304688 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73705.3 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 268 members 
Entering Unmasked Estep 
Score: -72203.140625 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72203.14 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72512.406250 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72512.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72651.085938 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -72651.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72769.945312 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -72769.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72873.382812 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -72873.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -72949.750000 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -72949.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72976.421875 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -72976.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -73029.398438 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -73029.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -73096.546875 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -73096.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -73143.507812 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -73143.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -73179.781250 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -73179.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -73215.031250 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -73215.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -73242.250000 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -73242.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -73266.968750 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -73266.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -73276.148438 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -73276.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -73283.750000 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -73283.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73285.062500 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -73285.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73294.078125 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -73294.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73294.078125 Penalty: 3120.618408
	Iteration 18F: 3 clusters Score -73294.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -432456.656250 Penalty: 1924.595825
	Iteration 0F: 2 clusters Score -432456.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -429597.312500 Penalty: 3849.191650
	Iteration 0F: 3 clusters Score -429597.3 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -430112.531250 Penalty: 3849.191650
	Iteration 1F: 3 clusters Score -430112.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -430245.437500 Penalty: 3849.191650
	Iteration 2F: 3 clusters Score -430245.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -430313.218750 Penalty: 3849.191650
	Iteration 3Q: 3 clusters Score -430313.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -430357.281250 Penalty: 3849.191650
	Iteration 4Q: 3 clusters Score -430357.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -430383.843750 Penalty: 3849.191650
	Iteration 5Q: 3 clusters Score -430383.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -430399.968750 Penalty: 3849.191650
	Iteration 6Q: 3 clusters Score -430400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -430422.093750 Penalty: 3849.191650
	Iteration 7Q: 3 clusters Score -430422.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -430436.625000 Penalty: 3849.191650
	Iteration 8Q: 3 clusters Score -430436.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -430442.062500 Penalty: 3849.191650
	Iteration 9Q: 3 clusters Score -430442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -430446.500000 Penalty: 3849.191650
	Iteration 10Q: 3 clusters Score -430446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -430451.156250 Penalty: 3849.191650
	Iteration 11Q: 3 clusters Score -430451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -430452.031250 Penalty: 3849.191650
	Iteration 12Q: 3 clusters Score -430452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -430452.031250 Penalty: 3849.191650
	Iteration 13F: 3 clusters Score -430452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Entering Unmasked Estep 
Score: -9484604.000000 Penalty: 2685.870850
	Iteration 0F: 2 clusters Score -9484604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -9453423.000000 Penalty: 5371.741699
	Iteration 0F: 3 clusters Score -9453423 nChanged 23268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -9466203.000000 Penalty: 5371.741699
	Iteration 1F: 3 clusters Score -9466203 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -9466849.000000 Penalty: 5371.741699
	Iteration 2Q: 3 clusters Score -9466849 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -9467673.000000 Penalty: 5371.741699
	Iteration 3Q: 3 clusters Score -9467673 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -9468783.000000 Penalty: 5371.741699
	Iteration 4Q: 3 clusters Score -9468783 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -9470294.000000 Penalty: 5371.741699
	Iteration 5F: 3 clusters Score -9470294 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -9472328.000000 Penalty: 5371.741699
	Iteration 6F: 3 clusters Score -9472328 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -9474547.000000 Penalty: 5371.741699
	Iteration 7F: 3 clusters Score -9474547 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -9476988.000000 Penalty: 5371.741699
	Iteration 8F: 3 clusters Score -9476988 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -9479041.000000 Penalty: 5371.741699
	Iteration 9F: 3 clusters Score -9479041 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -9480563.000000 Penalty: 5371.741699
	Iteration 10Q: 3 clusters Score -9480563 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -9481680.000000 Penalty: 5371.741699
	Iteration 11Q: 3 clusters Score -9481680 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -9482369.000000 Penalty: 5371.741699
	Iteration 12Q: 3 clusters Score -9482369 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -9482640.000000 Penalty: 5371.741699
	Iteration 13Q: 3 clusters Score -9482640 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -9482786.000000 Penalty: 5371.741699
	Iteration 14Q: 3 clusters Score -9482786 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -9482884.000000 Penalty: 5371.741699
	Iteration 15Q: 3 clusters Score -9482884 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -9482909.000000 Penalty: 5371.741699
	Iteration 16Q: 3 clusters Score -9482909 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -9482922.000000 Penalty: 5371.741699
	Iteration 17Q: 3 clusters Score -9482922 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9482932.000000 Penalty: 5371.741699
	Iteration 18Q: 3 clusters Score -9482932 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9482879.000000 Penalty: 5371.741699
	Iteration 19Q: 3 clusters Score -9482879 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9482872.000000 Penalty: 5371.741699
	Iteration 20F: 3 clusters Score -9482872 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9482854.000000 Penalty: 5371.741699
	Iteration 21Q: 3 clusters Score -9482854 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9482822.000000 Penalty: 5371.741699
	Iteration 22Q: 3 clusters Score -9482822 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -9482765.000000 Penalty: 5371.741699
	Iteration 23Q: 3 clusters Score -9482765 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -9482727.000000 Penalty: 5371.741699
	Iteration 24Q: 3 clusters Score -9482727 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9482706.000000 Penalty: 5371.741699
	Iteration 25Q: 3 clusters Score -9482706 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9482680.000000 Penalty: 5371.741699
	Iteration 26Q: 3 clusters Score -9482680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9482658.000000 Penalty: 5371.741699
	Iteration 27Q: 3 clusters Score -9482658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9482622.000000 Penalty: 5371.741699
	Iteration 28Q: 3 clusters Score -9482622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9482581.000000 Penalty: 5371.741699
	Iteration 29Q: 3 clusters Score -9482581 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9482526.000000 Penalty: 5371.741699
	Iteration 30Q: 3 clusters Score -9482526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9482508.000000 Penalty: 5371.741699
	Iteration 31Q: 3 clusters Score -9482508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9482516.000000 Penalty: 5371.741699
	Iteration 32Q: 3 clusters Score -9482516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9482521.000000 Penalty: 5371.741699
	Iteration 33Q: 3 clusters Score -9482521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9482514.000000 Penalty: 5371.741699
	Iteration 34Q: 3 clusters Score -9482514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9482510.000000 Penalty: 5371.741699
	Iteration 35Q: 3 clusters Score -9482510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9482521.000000 Penalty: 5371.741699
	Iteration 36Q: 3 clusters Score -9482521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9482511.000000 Penalty: 5371.741699
	Iteration 37Q: 3 clusters Score -9482511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9482532.000000 Penalty: 5371.741699
	Iteration 38Q: 3 clusters Score -9482532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9482516.000000 Penalty: 5371.741699
	Iteration 39Q: 3 clusters Score -9482516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9482518.000000 Penalty: 5371.741699
	Iteration 40F: 3 clusters Score -9482518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9482526.000000 Penalty: 5371.741699
	Iteration 41Q: 3 clusters Score -9482526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9482526.000000 Penalty: 5371.741699
	Iteration 42Q: 3 clusters Score -9482526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9482540.000000 Penalty: 5371.741699
	Iteration 43Q: 3 clusters Score -9482540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9482543.000000 Penalty: 5371.741699
	Iteration 44Q: 3 clusters Score -9482543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9482541.000000 Penalty: 5371.741699
	Iteration 45Q: 3 clusters Score -9482541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9482541.000000 Penalty: 5371.741699
	Iteration 46Q: 3 clusters Score -9482541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9482542.000000 Penalty: 5371.741699
	Iteration 47Q: 3 clusters Score -9482542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9482542.000000 Penalty: 5371.741699
	Iteration 48F: 3 clusters Score -9482542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46777 members 
Mstep: Class 4 contains 52294 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48900 members 
Mstep: Class 7 contains 30807 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50795 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 37833 members 
Mstep: Class 12 contains 49045 members 
Mstep: Class 13 contains 51911 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47960 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43053 members 
Mstep: Class 22 contains 49105 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 50520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164744.000000 Penalty: 82516.046875
Iteration 479Q: 26 clusters Score -1.101647e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46817 members 
Mstep: Class 4 contains 52428 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 48818 members 
Mstep: Class 7 contains 30805 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50760 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 37766 members 
Mstep: Class 12 contains 49005 members 
Mstep: Class 13 contains 51891 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47942 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43123 members 
Mstep: Class 22 contains 49094 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 50543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164584.000000 Penalty: 82516.046875
Iteration 480F: 26 clusters Score -1.101646e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46867 members 
Mstep: Class 4 contains 52534 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 48775 members 
Mstep: Class 7 contains 30823 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50711 members 
Mstep: Class 10 contains 3384 members 
Mstep: Class 11 contains 37683 members 
Mstep: Class 12 contains 48948 members 
Mstep: Class 13 contains 51900 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47917 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43185 members 
Mstep: Class 22 contains 49101 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 50548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164432.000000 Penalty: 82516.046875
Iteration 481Q: 26 clusters Score -1.101644e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46912 members 
Mstep: Class 4 contains 52589 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 48778 members 
Mstep: Class 7 contains 30828 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50677 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 37593 members 
Mstep: Class 12 contains 48955 members 
Mstep: Class 13 contains 51889 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47901 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43256 members 
Mstep: Class 22 contains 49074 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2359 members 
Mstep: Class 25 contains 50524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164280.000000 Penalty: 82516.046875
Iteration 482Q: 26 clusters Score -1.101643e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 46983 members 
Mstep: Class 4 contains 52634 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48797 members 
Mstep: Class 7 contains 30829 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50639 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 37498 members 
Mstep: Class 12 contains 48981 members 
Mstep: Class 13 contains 51854 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47909 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43291 members 
Mstep: Class 22 contains 49049 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 50496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164208.000000 Penalty: 82516.046875
Iteration 483Q: 26 clusters Score -1.101642e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47049 members 
Mstep: Class 4 contains 52660 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48819 members 
Mstep: Class 7 contains 30840 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50615 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 37429 members 
Mstep: Class 12 contains 48979 members 
Mstep: Class 13 contains 51850 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47910 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43300 members 
Mstep: Class 22 contains 49035 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 50479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164328.000000 Penalty: 82516.046875
Iteration 484Q: 26 clusters Score -1.101643e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47063 members 
Mstep: Class 4 contains 52699 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48820 members 
Mstep: Class 7 contains 30844 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50624 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 37367 members 
Mstep: Class 12 contains 48967 members 
Mstep: Class 13 contains 51886 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47912 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43319 members 
Mstep: Class 22 contains 49016 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 50456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164360.000000 Penalty: 82516.046875
Iteration 485Q: 26 clusters Score -1.101644e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47074 members 
Mstep: Class 4 contains 52711 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48856 members 
Mstep: Class 7 contains 30851 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50620 members 
Mstep: Class 10 contains 3358 members 
Mstep: Class 11 contains 37312 members 
Mstep: Class 12 contains 48947 members 
Mstep: Class 13 contains 51909 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47927 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43363 members 
Mstep: Class 22 contains 48966 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 50438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164152.000000 Penalty: 82516.046875
Iteration 486Q: 26 clusters Score -1.101642e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47076 members 
Mstep: Class 4 contains 52669 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48861 members 
Mstep: Class 7 contains 30871 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50640 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 37253 members 
Mstep: Class 12 contains 48971 members 
Mstep: Class 13 contains 51935 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47924 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43377 members 
Mstep: Class 22 contains 48934 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 50453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164464.000000 Penalty: 82516.046875
Iteration 487Q: 26 clusters Score -1.101645e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47065 members 
Mstep: Class 4 contains 52656 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48856 members 
Mstep: Class 7 contains 30889 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50653 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 37183 members 
Mstep: Class 12 contains 49009 members 
Mstep: Class 13 contains 51955 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47936 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43372 members 
Mstep: Class 22 contains 48899 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2366 members 
Mstep: Class 25 contains 50466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164136.000000 Penalty: 82516.046875
Iteration 488Q: 26 clusters Score -1.101641e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47049 members 
Mstep: Class 4 contains 52662 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48815 members 
Mstep: Class 7 contains 30910 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50677 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 37130 members 
Mstep: Class 12 contains 49024 members 
Mstep: Class 13 contains 51966 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47948 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43322 members 
Mstep: Class 22 contains 48883 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2364 members 
Mstep: Class 25 contains 50513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164056.000000 Penalty: 82516.046875
Iteration 489Q: 26 clusters Score -1.101641e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47071 members 
Mstep: Class 4 contains 52687 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48814 members 
Mstep: Class 7 contains 30923 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50687 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 37072 members 
Mstep: Class 12 contains 49023 members 
Mstep: Class 13 contains 51947 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47952 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43324 members 
Mstep: Class 22 contains 48862 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 50522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163944.000000 Penalty: 82516.046875
Iteration 490Q: 26 clusters Score -1.101639e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47087 members 
Mstep: Class 4 contains 52702 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48840 members 
Mstep: Class 7 contains 30931 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50700 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 11 contains 37016 members 
Mstep: Class 12 contains 49026 members 
Mstep: Class 13 contains 51938 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 47984 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43316 members 
Mstep: Class 22 contains 48836 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2359 members 
Mstep: Class 25 contains 50483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164216.000000 Penalty: 82516.046875
Iteration 491Q: 26 clusters Score -1.101642e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47124 members 
Mstep: Class 4 contains 52720 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48820 members 
Mstep: Class 7 contains 30932 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50725 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 36942 members 
Mstep: Class 12 contains 49010 members 
Mstep: Class 13 contains 51956 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48010 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43292 members 
Mstep: Class 22 contains 48816 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2359 members 
Mstep: Class 25 contains 50476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164536.000000 Penalty: 82516.046875
Iteration 492Q: 26 clusters Score -1.101645e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47144 members 
Mstep: Class 4 contains 52691 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48838 members 
Mstep: Class 7 contains 30927 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50741 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 36897 members 
Mstep: Class 12 contains 48983 members 
Mstep: Class 13 contains 51986 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48042 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43272 members 
Mstep: Class 22 contains 48794 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 50467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164496.000000 Penalty: 82516.046875
Iteration 493Q: 26 clusters Score -1.101645e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47167 members 
Mstep: Class 4 contains 52647 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48828 members 
Mstep: Class 7 contains 30923 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50772 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 36854 members 
Mstep: Class 12 contains 48975 members 
Mstep: Class 13 contains 52041 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48061 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43258 members 
Mstep: Class 22 contains 48780 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 50424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164328.000000 Penalty: 82516.046875
Iteration 494Q: 26 clusters Score -1.101643e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47206 members 
Mstep: Class 4 contains 52601 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48812 members 
Mstep: Class 7 contains 30914 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50788 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 36820 members 
Mstep: Class 12 contains 49004 members 
Mstep: Class 13 contains 52074 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48079 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43238 members 
Mstep: Class 22 contains 48763 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2366 members 
Mstep: Class 25 contains 50382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164432.000000 Penalty: 82516.046875
Iteration 495Q: 26 clusters Score -1.101644e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47230 members 
Mstep: Class 4 contains 52575 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48801 members 
Mstep: Class 7 contains 30900 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50817 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 36778 members 
Mstep: Class 12 contains 49030 members 
Mstep: Class 13 contains 52110 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48105 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43180 members 
Mstep: Class 22 contains 48754 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2366 members 
Mstep: Class 25 contains 50362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164536.000000 Penalty: 82516.046875
Iteration 496Q: 26 clusters Score -1.101645e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47273 members 
Mstep: Class 4 contains 52570 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48783 members 
Mstep: Class 7 contains 30895 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50821 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 36731 members 
Mstep: Class 12 contains 49049 members 
Mstep: Class 13 contains 52136 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48099 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43148 members 
Mstep: Class 22 contains 48723 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 50378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164600.000000 Penalty: 82516.046875
Iteration 497Q: 26 clusters Score -1.101646e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47292 members 
Mstep: Class 4 contains 52552 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48756 members 
Mstep: Class 7 contains 30894 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50851 members 
Mstep: Class 10 contains 3337 members 
Mstep: Class 11 contains 36700 members 
Mstep: Class 12 contains 49045 members 
Mstep: Class 13 contains 52160 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48107 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43126 members 
Mstep: Class 22 contains 48693 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 50393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164784.000000 Penalty: 82516.046875
Iteration 498Q: 26 clusters Score -1.101648e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47286 members 
Mstep: Class 4 contains 52491 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48772 members 
Mstep: Class 7 contains 30900 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50858 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 36668 members 
Mstep: Class 12 contains 49060 members 
Mstep: Class 13 contains 52219 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48137 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43113 members 
Mstep: Class 22 contains 48664 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2384 members 
Mstep: Class 25 contains 50371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164696.000000 Penalty: 82516.046875
Iteration 499Q: 26 clusters Score -1.101647e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 47286 members 
Mstep: Class 4 contains 52426 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 48797 members 
Mstep: Class 7 contains 30907 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 50857 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 36634 members 
Mstep: Class 12 contains 49093 members 
Mstep: Class 13 contains 52200 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 48167 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 43111 members 
Mstep: Class 22 contains 48678 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 50364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164880.000000 Penalty: 82516.046875
Iteration 500F: 26 clusters Score -1.101649e+08 nChanged 1559
Maximum iterations exceeded
--- Evaluating fit on full set of 1807857 points ---
Entering Unmasked Estep 
Score: -332288352.000000 Penalty: 89327.445312
22->26 Clusters: Score -332288352.000000, best is -333295584.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 602619 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 27548 members 
Mstep: Class 3 contains 27518 members 
Mstep: Class 4 contains 27502 members 
Mstep: Class 5 contains 27461 members 
Mstep: Class 6 contains 27458 members 
Mstep: Class 7 contains 27239 members 
Mstep: Class 8 contains 27186 members 
Mstep: Class 9 contains 27283 members 
Mstep: Class 10 contains 27414 members 
Mstep: Class 11 contains 27320 members 
Mstep: Class 12 contains 27461 members 
Mstep: Class 13 contains 27632 members 
Mstep: Class 14 contains 27469 members 
Mstep: Class 15 contains 27480 members 
Mstep: Class 16 contains 27574 members 
Mstep: Class 17 contains 27469 members 
Mstep: Class 18 contains 27252 members 
Mstep: Class 19 contains 27218 members 
Mstep: Class 20 contains 27458 members 
Mstep: Class 21 contains 27390 members 
Mstep: Class 22 contains 27332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 983.310547 but Gain 3300.640625
Score: -104677472.000000 Penalty: 69313.484375
Iteration 0F: 22 clusters Score -1.046775e+08 nChanged 575040
Entering Unmasked Mstep 
Mstep: Class 0 contains 1730 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 886 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 7 contains 5066 members 
Mstep: Class 8 contains 26907 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 75504 members 
Mstep: Class 11 contains 2900 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 46925 members 
Mstep: Class 14 contains 8365 members 
Mstep: Class 15 contains 8479 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 34249 members 
Mstep: Class 19 contains 16796 members 
Mstep: Class 20 contains 23481 members 
Mstep: Class 21 contains 47557 members 
Mstep: Class 22 contains 274779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1042.410400 but Gain 3300.648438
Score: -108929832.000000 Penalty: 66012.835938
Iteration 1F: 21 clusters Score -1.089298e+08 nChanged 254977
Entering Unmasked Mstep 
Mstep: Class 0 contains 1107 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 4 contains 1058 members 
Mstep: Class 5 contains 876 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 8 contains 36128 members 
Mstep: Class 9 contains 1188 members 
Mstep: Class 10 contains 179851 members 
Mstep: Class 11 contains 1862 members 
Mstep: Class 12 contains 7842 members 
Mstep: Class 13 contains 59699 members 
Mstep: Class 14 contains 4158 members 
Mstep: Class 15 contains 2691 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 1217 members 
Mstep: Class 18 contains 60428 members 
Mstep: Class 19 contains 10454 members 
Mstep: Class 20 contains 27788 members 
Mstep: Class 21 contains 40541 members 
Mstep: Class 22 contains 159112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1466.103149 but Gain 3300.640625
Score: -109309144.000000 Penalty: 62712.195312
Iteration 2F: 20 clusters Score -1.093091e+08 nChanged 206333
Entering Unmasked Mstep 
Mstep: Class 0 contains 680 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 5 contains 879 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 49037 members 
Mstep: Class 9 contains 2006 members 
Mstep: Class 10 contains 113673 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 6681 members 
Mstep: Class 13 contains 84921 members 
Mstep: Class 14 contains 5467 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 120185 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 34804 members 
Mstep: Class 21 contains 43825 members 
Mstep: Class 22 contains 118656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3059.843262 but Gain 3300.640625
Score: -109478400.000000 Penalty: 59411.554688
Iteration 3F: 19 clusters Score -1.094784e+08 nChanged 158315
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 7 contains 4758 members 
Mstep: Class 8 contains 72975 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 88627 members 
Mstep: Class 11 contains 2690 members 
Mstep: Class 12 contains 5754 members 
Mstep: Class 13 contains 110155 members 
Mstep: Class 14 contains 6732 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 983 members 
Mstep: Class 18 contains 95962 members 
Mstep: Class 19 contains 6680 members 
Mstep: Class 20 contains 46750 members 
Mstep: Class 21 contains 54733 members 
Mstep: Class 22 contains 98748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109634472.000000 Penalty: 59411.554688
Iteration 4F: 19 clusters Score -1.096345e+08 nChanged 144854
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 5 contains 1184 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 98669 members 
Mstep: Class 9 contains 2263 members 
Mstep: Class 10 contains 78435 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 4116 members 
Mstep: Class 13 contains 83290 members 
Mstep: Class 14 contains 7101 members 
Mstep: Class 16 contains 1115 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 84755 members 
Mstep: Class 19 contains 5047 members 
Mstep: Class 20 contains 64776 members 
Mstep: Class 21 contains 69929 members 
Mstep: Class 22 contains 89324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2826.812256 but Gain 3300.640625
Score: -109713016.000000 Penalty: 56110.914062
Iteration 5F: 18 clusters Score -1.09713e+08 nChanged 128213
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 5 contains 1223 members 
Mstep: Class 7 contains 10753 members 
Mstep: Class 8 contains 84540 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 74092 members 
Mstep: Class 11 contains 1863 members 
Mstep: Class 13 contains 72831 members 
Mstep: Class 14 contains 7994 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 854 members 
Mstep: Class 18 contains 77895 members 
Mstep: Class 19 contains 3970 members 
Mstep: Class 20 contains 89277 members 
Mstep: Class 21 contains 90922 members 
Mstep: Class 22 contains 80600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109768448.000000 Penalty: 56110.914062
Iteration 6F: 18 clusters Score -1.097684e+08 nChanged 103817
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 7 contains 14737 members 
Mstep: Class 8 contains 73922 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 74602 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 13 contains 64984 members 
Mstep: Class 14 contains 8999 members 
Mstep: Class 16 contains 1212 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 78797 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 81057 members 
Mstep: Class 21 contains 115373 members 
Mstep: Class 22 contains 77575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109778048.000000 Penalty: 56110.914062
Iteration 7F: 18 clusters Score -1.09778e+08 nChanged 75202
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 7 contains 20109 members 
Mstep: Class 8 contains 76607 members 
Mstep: Class 9 contains 1971 members 
Mstep: Class 10 contains 74240 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 13 contains 64465 members 
Mstep: Class 14 contains 11423 members 
Mstep: Class 16 contains 1235 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 79435 members 
Mstep: Class 19 contains 3268 members 
Mstep: Class 20 contains 74473 members 
Mstep: Class 21 contains 115379 members 
Mstep: Class 22 contains 74203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109807096.000000 Penalty: 56110.914062
Iteration 8F: 18 clusters Score -1.098071e+08 nChanged 59546
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1332 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 7 contains 26438 members 
Mstep: Class 8 contains 76586 members 
Mstep: Class 9 contains 1943 members 
Mstep: Class 10 contains 73360 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 13 contains 61846 members 
Mstep: Class 14 contains 13607 members 
Mstep: Class 16 contains 1270 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 80532 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 72527 members 
Mstep: Class 21 contains 112873 members 
Mstep: Class 22 contains 72901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109838768.000000 Penalty: 56110.914062
Iteration 9F: 18 clusters Score -1.098388e+08 nChanged 54870
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 5 contains 1038 members 
Mstep: Class 7 contains 33721 members 
Mstep: Class 8 contains 75723 members 
Mstep: Class 9 contains 1952 members 
Mstep: Class 10 contains 73016 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 13 contains 58457 members 
Mstep: Class 14 contains 15501 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 81741 members 
Mstep: Class 19 contains 3033 members 
Mstep: Class 20 contains 70763 members 
Mstep: Class 21 contains 110546 members 
Mstep: Class 22 contains 71552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109868736.000000 Penalty: 56110.914062
Iteration 10F: 18 clusters Score -1.098687e+08 nChanged 52052
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 7 contains 41703 members 
Mstep: Class 8 contains 74983 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 72803 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 13 contains 55222 members 
Mstep: Class 14 contains 17275 members 
Mstep: Class 16 contains 1286 members 
Mstep: Class 17 contains 800 members 
Mstep: Class 18 contains 82292 members 
Mstep: Class 19 contains 2896 members 
Mstep: Class 20 contains 68879 members 
Mstep: Class 21 contains 107967 members 
Mstep: Class 22 contains 70205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3295.368164 but Gain 3300.644531
Score: -109896952.000000 Penalty: 52810.269531
Iteration 11F: 17 clusters Score -1.09897e+08 nChanged 51496
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 5 contains 944 members 
Mstep: Class 7 contains 50639 members 
Mstep: Class 8 contains 74322 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 72423 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 13 contains 52806 members 
Mstep: Class 14 contains 19060 members 
Mstep: Class 16 contains 1303 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 82894 members 
Mstep: Class 20 contains 67346 members 
Mstep: Class 21 contains 105654 members 
Mstep: Class 22 contains 69244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109925328.000000 Penalty: 52810.269531
Iteration 12F: 17 clusters Score -1.099253e+08 nChanged 46475
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 5 contains 900 members 
Mstep: Class 7 contains 61489 members 
Mstep: Class 8 contains 72875 members 
Mstep: Class 9 contains 1906 members 
Mstep: Class 10 contains 70919 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 13 contains 50275 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 17 contains 793 members 
Mstep: Class 18 contains 82139 members 
Mstep: Class 20 contains 64903 members 
Mstep: Class 21 contains 102700 members 
Mstep: Class 22 contains 68325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109948448.000000 Penalty: 52810.269531
Iteration 13F: 17 clusters Score -1.099484e+08 nChanged 43792
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 5 contains 843 members 
Mstep: Class 7 contains 73883 members 
Mstep: Class 8 contains 69737 members 
Mstep: Class 9 contains 1841 members 
Mstep: Class 10 contains 69516 members 
Mstep: Class 11 contains 1066 members 
Mstep: Class 13 contains 47864 members 
Mstep: Class 14 contains 22929 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 80646 members 
Mstep: Class 20 contains 61901 members 
Mstep: Class 21 contains 100750 members 
Mstep: Class 22 contains 67553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109961296.000000 Penalty: 52810.269531
Iteration 14F: 17 clusters Score -1.099613e+08 nChanged 41116
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1067 members 
Mstep: Class 5 contains 781 members 
Mstep: Class 7 contains 85560 members 
Mstep: Class 8 contains 66000 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 13 contains 47164 members 
Mstep: Class 14 contains 25111 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 78798 members 
Mstep: Class 20 contains 59190 members 
Mstep: Class 21 contains 98350 members 
Mstep: Class 22 contains 67014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109964056.000000 Penalty: 52810.269531
Iteration 15F: 17 clusters Score -1.099641e+08 nChanged 36281
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 5 contains 735 members 
Mstep: Class 7 contains 86270 members 
Mstep: Class 8 contains 64089 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 66481 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 13 contains 49293 members 
Mstep: Class 14 contains 27353 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 77680 members 
Mstep: Class 20 contains 58190 members 
Mstep: Class 21 contains 97467 members 
Mstep: Class 22 contains 68274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109969920.000000 Penalty: 52810.269531
Iteration 16F: 17 clusters Score -1.099699e+08 nChanged 27339
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 928 members 
Mstep: Class 5 contains 695 members 
Mstep: Class 7 contains 83145 members 
Mstep: Class 8 contains 63206 members 
Mstep: Class 9 contains 1817 members 
Mstep: Class 10 contains 65604 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 13 contains 51055 members 
Mstep: Class 14 contains 29644 members 
Mstep: Class 16 contains 1400 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 77209 members 
Mstep: Class 20 contains 57880 members 
Mstep: Class 21 contains 96648 members 
Mstep: Class 22 contains 70799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109972800.000000 Penalty: 52810.269531
Iteration 17Q: 17 clusters Score -1.099728e+08 nChanged 23914
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 879 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 7 contains 80314 members 
Mstep: Class 8 contains 62794 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 64880 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 13 contains 51743 members 
Mstep: Class 14 contains 31936 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 76595 members 
Mstep: Class 20 contains 57805 members 
Mstep: Class 21 contains 95792 members 
Mstep: Class 22 contains 73383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109974736.000000 Penalty: 52810.269531
Iteration 18Q: 17 clusters Score -1.099747e+08 nChanged 21203
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 863 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 7 contains 78093 members 
Mstep: Class 8 contains 62767 members 
Mstep: Class 9 contains 1878 members 
Mstep: Class 10 contains 64662 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 13 contains 51914 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 18 contains 76086 members 
Mstep: Class 20 contains 57954 members 
Mstep: Class 21 contains 94703 members 
Mstep: Class 22 contains 75003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109977336.000000 Penalty: 52810.269531
Iteration 19Q: 17 clusters Score -1.099773e+08 nChanged 18434
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 859 members 
Mstep: Class 5 contains 606 members 
Mstep: Class 7 contains 76465 members 
Mstep: Class 8 contains 62781 members 
Mstep: Class 9 contains 1889 members 
Mstep: Class 10 contains 64666 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 13 contains 51788 members 
Mstep: Class 14 contains 36057 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 75678 members 
Mstep: Class 20 contains 58078 members 
Mstep: Class 21 contains 93756 members 
Mstep: Class 22 contains 76001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109978936.000000 Penalty: 52810.269531
Iteration 20F: 17 clusters Score -1.099789e+08 nChanged 16159
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 799 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 7 contains 75233 members 
Mstep: Class 8 contains 62832 members 
Mstep: Class 9 contains 1917 members 
Mstep: Class 10 contains 64774 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 13 contains 51760 members 
Mstep: Class 14 contains 38004 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 75339 members 
Mstep: Class 20 contains 58098 members 
Mstep: Class 21 contains 92648 members 
Mstep: Class 22 contains 76577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109980592.000000 Penalty: 52810.269531
Iteration 21Q: 17 clusters Score -1.099806e+08 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 5 contains 581 members 
Mstep: Class 7 contains 74300 members 
Mstep: Class 8 contains 62800 members 
Mstep: Class 9 contains 1938 members 
Mstep: Class 10 contains 65042 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 13 contains 51700 members 
Mstep: Class 14 contains 39882 members 
Mstep: Class 16 contains 1471 members 
Mstep: Class 17 contains 764 members 
Mstep: Class 18 contains 74907 members 
Mstep: Class 20 contains 58182 members 
Mstep: Class 21 contains 91467 members 
Mstep: Class 22 contains 76972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109983024.000000 Penalty: 52810.269531
Iteration 22Q: 17 clusters Score -1.09983e+08 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 748 members 
Mstep: Class 5 contains 574 members 
Mstep: Class 7 contains 73593 members 
Mstep: Class 8 contains 62712 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 65176 members 
Mstep: Class 11 contains 994 members 
Mstep: Class 13 contains 51730 members 
Mstep: Class 14 contains 41659 members 
Mstep: Class 16 contains 1473 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 74500 members 
Mstep: Class 20 contains 58145 members 
Mstep: Class 21 contains 90364 members 
Mstep: Class 22 contains 77352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109985360.000000 Penalty: 52810.269531
Iteration 23Q: 17 clusters Score -1.099854e+08 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 7 contains 73060 members 
Mstep: Class 8 contains 62719 members 
Mstep: Class 9 contains 1979 members 
Mstep: Class 10 contains 65347 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 13 contains 51649 members 
Mstep: Class 14 contains 43388 members 
Mstep: Class 16 contains 1474 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 74070 members 
Mstep: Class 20 contains 57984 members 
Mstep: Class 21 contains 89170 members 
Mstep: Class 22 contains 77821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109986824.000000 Penalty: 52810.269531
Iteration 24Q: 17 clusters Score -1.099868e+08 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 5 contains 574 members 
Mstep: Class 7 contains 72676 members 
Mstep: Class 8 contains 62800 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 65534 members 
Mstep: Class 11 contains 1034 members 
Mstep: Class 13 contains 51647 members 
Mstep: Class 14 contains 44986 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 73763 members 
Mstep: Class 20 contains 57873 members 
Mstep: Class 21 contains 87743 members 
Mstep: Class 22 contains 78144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109988408.000000 Penalty: 52810.269531
Iteration 25Q: 17 clusters Score -1.099884e+08 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 730 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 7 contains 72425 members 
Mstep: Class 8 contains 63010 members 
Mstep: Class 9 contains 2020 members 
Mstep: Class 10 contains 65838 members 
Mstep: Class 11 contains 1060 members 
Mstep: Class 13 contains 51666 members 
Mstep: Class 14 contains 46544 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 73365 members 
Mstep: Class 20 contains 57754 members 
Mstep: Class 21 contains 86176 members 
Mstep: Class 22 contains 78351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109989984.000000 Penalty: 52810.269531
Iteration 26Q: 17 clusters Score -1.0999e+08 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 7 contains 72150 members 
Mstep: Class 8 contains 63148 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 66262 members 
Mstep: Class 11 contains 1083 members 
Mstep: Class 13 contains 51747 members 
Mstep: Class 14 contains 48010 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 72948 members 
Mstep: Class 20 contains 57665 members 
Mstep: Class 21 contains 84650 members 
Mstep: Class 22 contains 78513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109991824.000000 Penalty: 52810.269531
Iteration 27Q: 17 clusters Score -1.099918e+08 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 7 contains 71985 members 
Mstep: Class 8 contains 63272 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 66576 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 13 contains 51845 members 
Mstep: Class 14 contains 49467 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 72585 members 
Mstep: Class 20 contains 57522 members 
Mstep: Class 21 contains 83158 members 
Mstep: Class 22 contains 78647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109993176.000000 Penalty: 52810.269531
Iteration 28Q: 17 clusters Score -1.099932e+08 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 569 members 
Mstep: Class 7 contains 71828 members 
Mstep: Class 8 contains 63431 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 66851 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 13 contains 51910 members 
Mstep: Class 14 contains 50888 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 72194 members 
Mstep: Class 20 contains 57351 members 
Mstep: Class 21 contains 81806 members 
Mstep: Class 22 contains 78761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109996168.000000 Penalty: 52810.269531
Iteration 29Q: 17 clusters Score -1.099962e+08 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 7 contains 71587 members 
Mstep: Class 8 contains 63573 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 67117 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 13 contains 51913 members 
Mstep: Class 14 contains 52259 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 71870 members 
Mstep: Class 20 contains 57167 members 
Mstep: Class 21 contains 80699 members 
Mstep: Class 22 contains 78790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109998360.000000 Penalty: 52810.269531
Iteration 30Q: 17 clusters Score -1.099984e+08 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 7 contains 71374 members 
Mstep: Class 8 contains 63614 members 
Mstep: Class 9 contains 2110 members 
Mstep: Class 10 contains 67320 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 13 contains 51931 members 
Mstep: Class 14 contains 53583 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 71553 members 
Mstep: Class 20 contains 57066 members 
Mstep: Class 21 contains 79654 members 
Mstep: Class 22 contains 78833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110001080.000000 Penalty: 52810.269531
Iteration 31Q: 17 clusters Score -1.100011e+08 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 7 contains 71127 members 
Mstep: Class 8 contains 63690 members 
Mstep: Class 9 contains 2128 members 
Mstep: Class 10 contains 67461 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 13 contains 51965 members 
Mstep: Class 14 contains 54831 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 71272 members 
Mstep: Class 20 contains 56960 members 
Mstep: Class 21 contains 78685 members 
Mstep: Class 22 contains 78880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110002936.000000 Penalty: 52810.269531
Iteration 32Q: 17 clusters Score -1.100029e+08 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 7 contains 70819 members 
Mstep: Class 8 contains 63811 members 
Mstep: Class 9 contains 2145 members 
Mstep: Class 10 contains 67610 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 13 contains 51988 members 
Mstep: Class 14 contains 56029 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 71069 members 
Mstep: Class 20 contains 56851 members 
Mstep: Class 21 contains 77741 members 
Mstep: Class 22 contains 78891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110004600.000000 Penalty: 52810.269531
Iteration 33Q: 17 clusters Score -1.100046e+08 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 7 contains 70533 members 
Mstep: Class 8 contains 63879 members 
Mstep: Class 9 contains 2147 members 
Mstep: Class 10 contains 67676 members 
Mstep: Class 11 contains 1320 members 
Mstep: Class 13 contains 52077 members 
Mstep: Class 14 contains 57161 members 
Mstep: Class 16 contains 1489 members 
Mstep: Class 17 contains 797 members 
Mstep: Class 18 contains 70970 members 
Mstep: Class 20 contains 56755 members 
Mstep: Class 21 contains 76737 members 
Mstep: Class 22 contains 78960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110005984.000000 Penalty: 52810.269531
Iteration 34Q: 17 clusters Score -1.10006e+08 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 7 contains 70230 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 2122 members 
Mstep: Class 10 contains 67720 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 13 contains 52143 members 
Mstep: Class 14 contains 58362 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 799 members 
Mstep: Class 18 contains 70836 members 
Mstep: Class 20 contains 56685 members 
Mstep: Class 21 contains 75720 members 
Mstep: Class 22 contains 79043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110008056.000000 Penalty: 52810.269531
Iteration 35Q: 17 clusters Score -1.100081e+08 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 7 contains 69971 members 
Mstep: Class 8 contains 64071 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 67766 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 13 contains 52161 members 
Mstep: Class 14 contains 59603 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 799 members 
Mstep: Class 18 contains 70640 members 
Mstep: Class 20 contains 56682 members 
Mstep: Class 21 contains 74648 members 
Mstep: Class 22 contains 79001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110009848.000000 Penalty: 52810.269531
Iteration 36Q: 17 clusters Score -1.100098e+08 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 7 contains 69640 members 
Mstep: Class 8 contains 64103 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67808 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 13 contains 52208 members 
Mstep: Class 14 contains 60800 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 798 members 
Mstep: Class 18 contains 70423 members 
Mstep: Class 20 contains 56657 members 
Mstep: Class 21 contains 73721 members 
Mstep: Class 22 contains 79046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110011920.000000 Penalty: 52810.269531
Iteration 37Q: 17 clusters Score -1.100119e+08 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 7 contains 69484 members 
Mstep: Class 8 contains 64118 members 
Mstep: Class 9 contains 1973 members 
Mstep: Class 10 contains 67842 members 
Mstep: Class 11 contains 1974 members 
Mstep: Class 13 contains 52249 members 
Mstep: Class 14 contains 62134 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 70235 members 
Mstep: Class 20 contains 56656 members 
Mstep: Class 21 contains 72605 members 
Mstep: Class 22 contains 78946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110013920.000000 Penalty: 52810.269531
Iteration 38Q: 17 clusters Score -1.100139e+08 nChanged 8148
Entering ConstructFrom: 
Score: -110013920.000000 Penalty: 52810.269531
Entering ConstructFrom: 
Trying to split cluster 1 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -99874.125000 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -99874.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98224.257812 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -98224.26 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98786.562500 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -98786.56 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -99002.757812 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -99002.76 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99276.632812 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -99276.63 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99527.000000 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -99527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99694.492188 Penalty: 3301.736328
	Iteration 5F: 3 clusters Score -99694.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99826.437500 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -99826.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99897.203125 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -99897.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99983.554688 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -99983.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -100055.140625 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -100055.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100113.078125 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -100113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100135.882812 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -100135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -100152.250000 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -100152.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100167.921875 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -100167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -100170.968750 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -100171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100171.976562 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -100172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100175.937500 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -100175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100179.773438 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -100179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100183.632812 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -100183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100190.867188 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -100190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -100228.882812 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -100228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -100255.726562 Penalty: 3301.736328
	Iteration 21Q: 3 clusters Score -100255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -100286.601562 Penalty: 3301.736328
	Iteration 22Q: 3 clusters Score -100286.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -100296.812500 Penalty: 3301.736328
	Iteration 23Q: 3 clusters Score -100296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -100298.203125 Penalty: 3301.736328
	Iteration 24Q: 3 clusters Score -100298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100299.632812 Penalty: 3301.736328
	Iteration 25Q: 3 clusters Score -100299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100299.632812 Penalty: 3301.736328
	Iteration 26F: 3 clusters Score -100299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 344 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 7 contains 69271 members 
Mstep: Class 8 contains 64117 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 67905 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 13 contains 52252 members 
Mstep: Class 14 contains 63579 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70054 members 
Mstep: Class 20 contains 56585 members 
Mstep: Class 21 contains 71535 members 
Mstep: Class 22 contains 78828 members 
Entering Unmasked Estep 
Score: -110013856.000000 Penalty: 56110.914062
Splitting cluster 1 changes total score from -110013920.000000 to -110013856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -67869.101562 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -67869.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66703.742188 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -66703.74 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68156.210938 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -68156.21 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69378.679688 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -69378.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70047.710938 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -70047.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70398.570312 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -70398.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -70524.750000 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -70524.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70589.812500 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -70589.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70609.132812 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -70609.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70609.132812 Penalty: 3268.789307
	Iteration 8F: 3 clusters Score -70609.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 7 contains 69271 members 
Mstep: Class 8 contains 64117 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 67905 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 13 contains 52252 members 
Mstep: Class 14 contains 63579 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70054 members 
Mstep: Class 20 contains 56585 members 
Mstep: Class 21 contains 71535 members 
Mstep: Class 22 contains 78828 members 
Entering Unmasked Estep 
Score: -110016248.000000 Penalty: 56110.914062
Splitting cluster 2 changes total score from -110013920.000000 to -110016248.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -87367.117188 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -87367.12 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 271 members 
Entering Unmasked Estep 
Score: -85891.359375 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -85891.36 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -86203.750000 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -86203.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -86361.343750 Penalty: 3138.656494
	Iteration 2F: 3 clusters Score -86361.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86464.671875 Penalty: 3138.656494
	Iteration 3F: 3 clusters Score -86464.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86554.210938 Penalty: 3138.656494
	Iteration 4Q: 3 clusters Score -86554.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86614.195312 Penalty: 3138.656494
	Iteration 5Q: 3 clusters Score -86614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86683.531250 Penalty: 3138.656494
	Iteration 6Q: 3 clusters Score -86683.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86717.632812 Penalty: 3138.656494
	Iteration 7Q: 3 clusters Score -86717.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86740.898438 Penalty: 3138.656494
	Iteration 8Q: 3 clusters Score -86740.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86753.914062 Penalty: 3138.656494
	Iteration 9Q: 3 clusters Score -86753.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86758.460938 Penalty: 3138.656494
	Iteration 10Q: 3 clusters Score -86758.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86758.460938 Penalty: 3138.656494
	Iteration 11F: 3 clusters Score -86758.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Entering Unmasked Estep 
Score: -12833757.000000 Penalty: 2764.153809
	Iteration 0F: 2 clusters Score -1.283376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -12802057.000000 Penalty: 5528.307617
	Iteration 0F: 3 clusters Score -1.280206e+07 nChanged 32494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -12820627.000000 Penalty: 5528.307617
	Iteration 1F: 3 clusters Score -1.282063e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -12821334.000000 Penalty: 5528.307617
	Iteration 2Q: 3 clusters Score -1.282133e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -12822392.000000 Penalty: 5528.307617
	Iteration 3Q: 3 clusters Score -1.282239e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -12824085.000000 Penalty: 5528.307617
	Iteration 4F: 3 clusters Score -1.282408e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -12826678.000000 Penalty: 5528.307617
	Iteration 5F: 3 clusters Score -1.282668e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -12830279.000000 Penalty: 5528.307617
	Iteration 6F: 3 clusters Score -1.283028e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -12833260.000000 Penalty: 5528.307617
	Iteration 7F: 3 clusters Score -1.283326e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -12835366.000000 Penalty: 5528.307617
	Iteration 8F: 3 clusters Score -1.283537e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -12836674.000000 Penalty: 5528.307617
	Iteration 9F: 3 clusters Score -1.283667e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -12837260.000000 Penalty: 5528.307617
	Iteration 10Q: 3 clusters Score -1.283726e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -12837345.000000 Penalty: 5528.307617
	Iteration 11Q: 3 clusters Score -1.283734e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -12837267.000000 Penalty: 5528.307617
	Iteration 12Q: 3 clusters Score -1.283727e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -12837176.000000 Penalty: 5528.307617
	Iteration 13Q: 3 clusters Score -1.283718e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -12837096.000000 Penalty: 5528.307617
	Iteration 14Q: 3 clusters Score -1.28371e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -12837052.000000 Penalty: 5528.307617
	Iteration 15Q: 3 clusters Score -1.283705e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -12836981.000000 Penalty: 5528.307617
	Iteration 16Q: 3 clusters Score -1.283698e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -12836968.000000 Penalty: 5528.307617
	Iteration 17Q: 3 clusters Score -1.283697e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -12836933.000000 Penalty: 5528.307617
	Iteration 18Q: 3 clusters Score -1.283693e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -12836883.000000 Penalty: 5528.307617
	Iteration 19Q: 3 clusters Score -1.283688e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -12836866.000000 Penalty: 5528.307617
	Iteration 20F: 3 clusters Score -1.283687e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -12836845.000000 Penalty: 5528.307617
	Iteration 21Q: 3 clusters Score -1.283684e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -12836773.000000 Penalty: 5528.307617
	Iteration 22Q: 3 clusters Score -1.283677e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -12836719.000000 Penalty: 5528.307617
	Iteration 23Q: 3 clusters Score -1.283672e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -12836630.000000 Penalty: 5528.307617
	Iteration 24Q: 3 clusters Score -1.283663e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -12836624.000000 Penalty: 5528.307617
	Iteration 25Q: 3 clusters Score -1.283662e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -12836608.000000 Penalty: 5528.307617
	Iteration 26Q: 3 clusters Score -1.283661e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -12836550.000000 Penalty: 5528.307617
	Iteration 27Q: 3 clusters Score -1.283655e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -12836510.000000 Penalty: 5528.307617
	Iteration 28Q: 3 clusters Score -1.283651e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -12836478.000000 Penalty: 5528.307617
	Iteration 29Q: 3 clusters Score -1.283648e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -12836470.000000 Penalty: 5528.307617
	Iteration 30Q: 3 clusters Score -1.283647e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -12836434.000000 Penalty: 5528.307617
	Iteration 31Q: 3 clusters Score -1.283643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -12836447.000000 Penalty: 5528.307617
	Iteration 32Q: 3 clusters Score -1.283645e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -12836422.000000 Penalty: 5528.307617
	Iteration 33Q: 3 clusters Score -1.283642e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -12836399.000000 Penalty: 5528.307617
	Iteration 34Q: 3 clusters Score -1.28364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -12836391.000000 Penalty: 5528.307617
	Iteration 35Q: 3 clusters Score -1.283639e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -12836352.000000 Penalty: 5528.307617
	Iteration 36Q: 3 clusters Score -1.283635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -12836346.000000 Penalty: 5528.307617
	Iteration 37Q: 3 clusters Score -1.283635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -12836332.000000 Penalty: 5528.307617
	Iteration 38Q: 3 clusters Score -1.283633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -12836324.000000 Penalty: 5528.307617
	Iteration 39Q: 3 clusters Score -1.283632e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -12836323.000000 Penalty: 5528.307617
	Iteration 40F: 3 clusters Score -1.283632e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -12836314.000000 Penalty: 5528.307617
	Iteration 41Q: 3 clusters Score -1.283631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -12836312.000000 Penalty: 5528.307617
	Iteration 42Q: 3 clusters Score -1.283631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -12836289.000000 Penalty: 5528.307617
	Iteration 43Q: 3 clusters Score -1.283629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -12836286.000000 Penalty: 5528.307617
	Iteration 44Q: 3 clusters Score -1.283629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -12836296.000000 Penalty: 5528.307617
	Iteration 45Q: 3 clusters Score -1.28363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -12836266.000000 Penalty: 5528.307617
	Iteration 46Q: 3 clusters Score -1.283627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -12836256.000000 Penalty: 5528.307617
	Iteration 47Q: 3 clusters Score -1.283626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -12836256.000000 Penalty: 5528.307617
	Iteration 48Q: 3 clusters Score -1.283626e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -12836242.000000 Penalty: 5528.307617
	Iteration 49Q: 3 clusters Score -1.283624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -12836246.000000 Penalty: 5528.307617
	Iteration 50Q: 3 clusters Score -1.283625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -12836250.000000 Penalty: 5528.307617
	Iteration 51Q: 3 clusters Score -1.283625e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -12836229.000000 Penalty: 5528.307617
	Iteration 52Q: 3 clusters Score -1.283623e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -12836231.000000 Penalty: 5528.307617
	Iteration 53Q: 3 clusters Score -1.283623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -12836232.000000 Penalty: 5528.307617
	Iteration 54Q: 3 clusters Score -1.283623e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -12836227.000000 Penalty: 5528.307617
	Iteration 55Q: 3 clusters Score -1.283623e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -12836218.000000 Penalty: 5528.307617
	Iteration 56Q: 3 clusters Score -1.283622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -12836228.000000 Penalty: 5528.307617
	Iteration 57Q: 3 clusters Score -1.283623e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -12836210.000000 Penalty: 5528.307617
	Iteration 58Q: 3 clusters Score -1.283621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -12836185.000000 Penalty: 5528.307617
	Iteration 59Q: 3 clusters Score -1.283618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -12836193.000000 Penalty: 5528.307617
	Iteration 60F: 3 clusters Score -1.283619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -12836195.000000 Penalty: 5528.307617
	Iteration 61Q: 3 clusters Score -1.28362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62757 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -12836193.000000 Penalty: 5528.307617
	Iteration 62Q: 3 clusters Score -1.283619e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -12836174.000000 Penalty: 5528.307617
	Iteration 63Q: 3 clusters Score -1.283617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -12836140.000000 Penalty: 5528.307617
	Iteration 64Q: 3 clusters Score -1.283614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -12836128.000000 Penalty: 5528.307617
	Iteration 65Q: 3 clusters Score -1.283613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -12836123.000000 Penalty: 5528.307617
	Iteration 66Q: 3 clusters Score -1.283612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -12836124.000000 Penalty: 5528.307617
	Iteration 67Q: 3 clusters Score -1.283612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -12836120.000000 Penalty: 5528.307617
	Iteration 68Q: 3 clusters Score -1.283612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -12836122.000000 Penalty: 5528.307617
	Iteration 69Q: 3 clusters Score -1.283612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -12836117.000000 Penalty: 5528.307617
	Iteration 70Q: 3 clusters Score -1.283612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -12836100.000000 Penalty: 5528.307617
	Iteration 71Q: 3 clusters Score -1.28361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -12836089.000000 Penalty: 5528.307617
	Iteration 72Q: 3 clusters Score -1.283609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -12836071.000000 Penalty: 5528.307617
	Iteration 73Q: 3 clusters Score -1.283607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -12836078.000000 Penalty: 5528.307617
	Iteration 74Q: 3 clusters Score -1.283608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -12836065.000000 Penalty: 5528.307617
	Iteration 75Q: 3 clusters Score -1.283606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -12836068.000000 Penalty: 5528.307617
	Iteration 76Q: 3 clusters Score -1.283607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -12836069.000000 Penalty: 5528.307617
	Iteration 77Q: 3 clusters Score -1.283607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -12836057.000000 Penalty: 5528.307617
	Iteration 78Q: 3 clusters Score -1.283606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -12836046.000000 Penalty: 5528.307617
	Iteration 79Q: 3 clusters Score -1.283605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -12836051.000000 Penalty: 5528.307617
	Iteration 80F: 3 clusters Score -1.283605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -12836049.000000 Penalty: 5528.307617
	Iteration 81Q: 3 clusters Score -1.283605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -12836047.000000 Penalty: 5528.307617
	Iteration 82Q: 3 clusters Score -1.283605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -12836041.000000 Penalty: 5528.307617
	Iteration 83Q: 3 clusters Score -1.283604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -12836052.000000 Penalty: 5528.307617
	Iteration 84Q: 3 clusters Score -1.283605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -12836033.000000 Penalty: 5528.307617
	Iteration 85Q: 3 clusters Score -1.283603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -12836049.000000 Penalty: 5528.307617
	Iteration 86Q: 3 clusters Score -1.283605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -12836036.000000 Penalty: 5528.307617
	Iteration 87Q: 3 clusters Score -1.283604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -12836029.000000 Penalty: 5528.307617
	Iteration 88Q: 3 clusters Score -1.283603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -12836034.000000 Penalty: 5528.307617
	Iteration 89Q: 3 clusters Score -1.283603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -12836023.000000 Penalty: 5528.307617
	Iteration 90Q: 3 clusters Score -1.283602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -12836011.000000 Penalty: 5528.307617
	Iteration 91Q: 3 clusters Score -1.283601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -12836008.000000 Penalty: 5528.307617
	Iteration 92Q: 3 clusters Score -1.283601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -12835995.000000 Penalty: 5528.307617
	Iteration 93Q: 3 clusters Score -1.2836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -12835989.000000 Penalty: 5528.307617
	Iteration 94Q: 3 clusters Score -1.283599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -12835983.000000 Penalty: 5528.307617
	Iteration 95Q: 3 clusters Score -1.283598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -12835997.000000 Penalty: 5528.307617
	Iteration 96Q: 3 clusters Score -1.2836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -12835984.000000 Penalty: 5528.307617
	Iteration 97Q: 3 clusters Score -1.283598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -12835986.000000 Penalty: 5528.307617
	Iteration 98Q: 3 clusters Score -1.283599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -12835984.000000 Penalty: 5528.307617
	Iteration 99Q: 3 clusters Score -1.283598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -12835982.000000 Penalty: 5528.307617
	Iteration 100F: 3 clusters Score -1.283598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 7 contains 62925 members 
Mstep: Class 8 contains 64117 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 67905 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 13 contains 52252 members 
Mstep: Class 14 contains 63579 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70054 members 
Mstep: Class 20 contains 56585 members 
Mstep: Class 21 contains 71535 members 
Mstep: Class 22 contains 78828 members 
Entering Unmasked Estep 
Score: -110017920.000000 Penalty: 59411.554688
Splitting cluster 7 changes total score from -110013920.000000 to -110017920.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (64117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Entering Unmasked Estep 
Score: -11896280.000000 Penalty: 2744.979492
	Iteration 0F: 2 clusters Score -1.189628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -11865831.000000 Penalty: 5489.958984
	Iteration 0F: 3 clusters Score -1.186583e+07 nChanged 29949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -11883088.000000 Penalty: 5489.958984
	Iteration 1F: 3 clusters Score -1.188309e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -11884678.000000 Penalty: 5489.958984
	Iteration 2Q: 3 clusters Score -1.188468e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -11886847.000000 Penalty: 5489.958984
	Iteration 3F: 3 clusters Score -1.188685e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -11889695.000000 Penalty: 5489.958984
	Iteration 4F: 3 clusters Score -1.18897e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -11892855.000000 Penalty: 5489.958984
	Iteration 5F: 3 clusters Score -1.189286e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -11896342.000000 Penalty: 5489.958984
	Iteration 6F: 3 clusters Score -1.189634e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -11898995.000000 Penalty: 5489.958984
	Iteration 7F: 3 clusters Score -1.1899e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -11900629.000000 Penalty: 5489.958984
	Iteration 8Q: 3 clusters Score -1.190063e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -11901245.000000 Penalty: 5489.958984
	Iteration 9Q: 3 clusters Score -1.190124e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -11901603.000000 Penalty: 5489.958984
	Iteration 10Q: 3 clusters Score -1.19016e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -11901811.000000 Penalty: 5489.958984
	Iteration 11Q: 3 clusters Score -1.190181e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -11901982.000000 Penalty: 5489.958984
	Iteration 12Q: 3 clusters Score -1.190198e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -11902073.000000 Penalty: 5489.958984
	Iteration 13Q: 3 clusters Score -1.190207e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -11902150.000000 Penalty: 5489.958984
	Iteration 14Q: 3 clusters Score -1.190215e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -11902260.000000 Penalty: 5489.958984
	Iteration 15Q: 3 clusters Score -1.190226e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -11902337.000000 Penalty: 5489.958984
	Iteration 16Q: 3 clusters Score -1.190234e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -11902384.000000 Penalty: 5489.958984
	Iteration 17Q: 3 clusters Score -1.190238e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -11902422.000000 Penalty: 5489.958984
	Iteration 18Q: 3 clusters Score -1.190242e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -11902505.000000 Penalty: 5489.958984
	Iteration 19Q: 3 clusters Score -1.19025e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -11902540.000000 Penalty: 5489.958984
	Iteration 20F: 3 clusters Score -1.190254e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -11902587.000000 Penalty: 5489.958984
	Iteration 21Q: 3 clusters Score -1.190259e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -11902636.000000 Penalty: 5489.958984
	Iteration 22Q: 3 clusters Score -1.190264e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -11902640.000000 Penalty: 5489.958984
	Iteration 23Q: 3 clusters Score -1.190264e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -11902686.000000 Penalty: 5489.958984
	Iteration 24Q: 3 clusters Score -1.190269e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -11902738.000000 Penalty: 5489.958984
	Iteration 25Q: 3 clusters Score -1.190274e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -11902761.000000 Penalty: 5489.958984
	Iteration 26Q: 3 clusters Score -1.190276e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -11902789.000000 Penalty: 5489.958984
	Iteration 27Q: 3 clusters Score -1.190279e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -11902843.000000 Penalty: 5489.958984
	Iteration 28Q: 3 clusters Score -1.190284e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -11902846.000000 Penalty: 5489.958984
	Iteration 29Q: 3 clusters Score -1.190285e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -11902885.000000 Penalty: 5489.958984
	Iteration 30Q: 3 clusters Score -1.190288e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -11902922.000000 Penalty: 5489.958984
	Iteration 31Q: 3 clusters Score -1.190292e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -11902921.000000 Penalty: 5489.958984
	Iteration 32Q: 3 clusters Score -1.190292e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -11902949.000000 Penalty: 5489.958984
	Iteration 33Q: 3 clusters Score -1.190295e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -11902964.000000 Penalty: 5489.958984
	Iteration 34Q: 3 clusters Score -1.190296e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -11902947.000000 Penalty: 5489.958984
	Iteration 35Q: 3 clusters Score -1.190295e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -11903012.000000 Penalty: 5489.958984
	Iteration 36Q: 3 clusters Score -1.190301e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -11903072.000000 Penalty: 5489.958984
	Iteration 37Q: 3 clusters Score -1.190307e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -11903083.000000 Penalty: 5489.958984
	Iteration 38Q: 3 clusters Score -1.190308e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -11903112.000000 Penalty: 5489.958984
	Iteration 39Q: 3 clusters Score -1.190311e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -11903185.000000 Penalty: 5489.958984
	Iteration 40F: 3 clusters Score -1.190318e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -11903201.000000 Penalty: 5489.958984
	Iteration 41Q: 3 clusters Score -1.19032e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -11903232.000000 Penalty: 5489.958984
	Iteration 42Q: 3 clusters Score -1.190323e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -11903311.000000 Penalty: 5489.958984
	Iteration 43Q: 3 clusters Score -1.190331e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -11903376.000000 Penalty: 5489.958984
	Iteration 44Q: 3 clusters Score -1.190338e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -11903392.000000 Penalty: 5489.958984
	Iteration 45Q: 3 clusters Score -1.190339e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -11903514.000000 Penalty: 5489.958984
	Iteration 46Q: 3 clusters Score -1.190351e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -11903497.000000 Penalty: 5489.958984
	Iteration 47Q: 3 clusters Score -1.19035e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -11903406.000000 Penalty: 5489.958984
	Iteration 48Q: 3 clusters Score -1.190341e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -11903247.000000 Penalty: 5489.958984
	Iteration 49Q: 3 clusters Score -1.190325e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -11903050.000000 Penalty: 5489.958984
	Iteration 50Q: 3 clusters Score -1.190305e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -11902726.000000 Penalty: 5489.958984
	Iteration 51Q: 3 clusters Score -1.190273e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -11902409.000000 Penalty: 5489.958984
	Iteration 52Q: 3 clusters Score -1.190241e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -11901989.000000 Penalty: 5489.958984
	Iteration 53Q: 3 clusters Score -1.190199e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -11901700.000000 Penalty: 5489.958984
	Iteration 54Q: 3 clusters Score -1.19017e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -11901241.000000 Penalty: 5489.958984
	Iteration 55Q: 3 clusters Score -1.190124e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -11900791.000000 Penalty: 5489.958984
	Iteration 56Q: 3 clusters Score -1.190079e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -11900371.000000 Penalty: 5489.958984
	Iteration 57Q: 3 clusters Score -1.190037e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -11899982.000000 Penalty: 5489.958984
	Iteration 58Q: 3 clusters Score -1.189998e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -11899609.000000 Penalty: 5489.958984
	Iteration 59Q: 3 clusters Score -1.189961e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -11899349.000000 Penalty: 5489.958984
	Iteration 60F: 3 clusters Score -1.189935e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -11898970.000000 Penalty: 5489.958984
	Iteration 61Q: 3 clusters Score -1.189897e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -11898613.000000 Penalty: 5489.958984
	Iteration 62Q: 3 clusters Score -1.189861e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -11898218.000000 Penalty: 5489.958984
	Iteration 63Q: 3 clusters Score -1.189822e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -11897928.000000 Penalty: 5489.958984
	Iteration 64Q: 3 clusters Score -1.189793e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -11897673.000000 Penalty: 5489.958984
	Iteration 65Q: 3 clusters Score -1.189767e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -11897441.000000 Penalty: 5489.958984
	Iteration 66Q: 3 clusters Score -1.189744e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -11897245.000000 Penalty: 5489.958984
	Iteration 67Q: 3 clusters Score -1.189724e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -11897085.000000 Penalty: 5489.958984
	Iteration 68Q: 3 clusters Score -1.189708e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -11896918.000000 Penalty: 5489.958984
	Iteration 69Q: 3 clusters Score -1.189692e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -11896795.000000 Penalty: 5489.958984
	Iteration 70Q: 3 clusters Score -1.18968e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -11896727.000000 Penalty: 5489.958984
	Iteration 71Q: 3 clusters Score -1.189673e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -11896600.000000 Penalty: 5489.958984
	Iteration 72Q: 3 clusters Score -1.18966e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -11896530.000000 Penalty: 5489.958984
	Iteration 73Q: 3 clusters Score -1.189653e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -11896444.000000 Penalty: 5489.958984
	Iteration 74Q: 3 clusters Score -1.189644e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11896367.000000 Penalty: 5489.958984
	Iteration 75Q: 3 clusters Score -1.189637e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -11896273.000000 Penalty: 5489.958984
	Iteration 76Q: 3 clusters Score -1.189627e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -11896245.000000 Penalty: 5489.958984
	Iteration 77Q: 3 clusters Score -1.189624e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -11896199.000000 Penalty: 5489.958984
	Iteration 78Q: 3 clusters Score -1.18962e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -11896187.000000 Penalty: 5489.958984
	Iteration 79Q: 3 clusters Score -1.189619e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -11896143.000000 Penalty: 5489.958984
	Iteration 80F: 3 clusters Score -1.189614e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -11896111.000000 Penalty: 5489.958984
	Iteration 81Q: 3 clusters Score -1.189611e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -11896090.000000 Penalty: 5489.958984
	Iteration 82Q: 3 clusters Score -1.189609e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -11896055.000000 Penalty: 5489.958984
	Iteration 83Q: 3 clusters Score -1.189606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -11896049.000000 Penalty: 5489.958984
	Iteration 84Q: 3 clusters Score -1.189605e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -11896048.000000 Penalty: 5489.958984
	Iteration 85Q: 3 clusters Score -1.189605e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -11896005.000000 Penalty: 5489.958984
	Iteration 86Q: 3 clusters Score -1.1896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -11895997.000000 Penalty: 5489.958984
	Iteration 87Q: 3 clusters Score -1.1896e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -11895981.000000 Penalty: 5489.958984
	Iteration 88Q: 3 clusters Score -1.189598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -11895970.000000 Penalty: 5489.958984
	Iteration 89Q: 3 clusters Score -1.189597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -11895956.000000 Penalty: 5489.958984
	Iteration 90Q: 3 clusters Score -1.189596e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -11895951.000000 Penalty: 5489.958984
	Iteration 91Q: 3 clusters Score -1.189595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -11895933.000000 Penalty: 5489.958984
	Iteration 92Q: 3 clusters Score -1.189593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -11895929.000000 Penalty: 5489.958984
	Iteration 93Q: 3 clusters Score -1.189593e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -11895920.000000 Penalty: 5489.958984
	Iteration 94Q: 3 clusters Score -1.189592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -11895910.000000 Penalty: 5489.958984
	Iteration 95Q: 3 clusters Score -1.189591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -11895910.000000 Penalty: 5489.958984
	Iteration 96Q: 3 clusters Score -1.189591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -11895890.000000 Penalty: 5489.958984
	Iteration 97Q: 3 clusters Score -1.189589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -11895873.000000 Penalty: 5489.958984
	Iteration 98Q: 3 clusters Score -1.189587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -11895875.000000 Penalty: 5489.958984
	Iteration 99Q: 3 clusters Score -1.189588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -11895861.000000 Penalty: 5489.958984
	Iteration 100F: 3 clusters Score -1.189586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -11895857.000000 Penalty: 5489.958984
	Iteration 101Q: 3 clusters Score -1.189586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -11895844.000000 Penalty: 5489.958984
	Iteration 102Q: 3 clusters Score -1.189584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -11895843.000000 Penalty: 5489.958984
	Iteration 103Q: 3 clusters Score -1.189584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -11895834.000000 Penalty: 5489.958984
	Iteration 104Q: 3 clusters Score -1.189583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11895841.000000 Penalty: 5489.958984
	Iteration 105Q: 3 clusters Score -1.189584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -11895828.000000 Penalty: 5489.958984
	Iteration 106Q: 3 clusters Score -1.189583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -11895829.000000 Penalty: 5489.958984
	Iteration 107Q: 3 clusters Score -1.189583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -11895823.000000 Penalty: 5489.958984
	Iteration 108Q: 3 clusters Score -1.189582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -11895820.000000 Penalty: 5489.958984
	Iteration 109Q: 3 clusters Score -1.189582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -11895828.000000 Penalty: 5489.958984
	Iteration 110Q: 3 clusters Score -1.189583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -11895822.000000 Penalty: 5489.958984
	Iteration 111Q: 3 clusters Score -1.189582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -11895814.000000 Penalty: 5489.958984
	Iteration 112Q: 3 clusters Score -1.189581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11895804.000000 Penalty: 5489.958984
	Iteration 113Q: 3 clusters Score -1.18958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -11895784.000000 Penalty: 5489.958984
	Iteration 114Q: 3 clusters Score -1.189578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -11895775.000000 Penalty: 5489.958984
	Iteration 115Q: 3 clusters Score -1.189578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11895757.000000 Penalty: 5489.958984
	Iteration 116Q: 3 clusters Score -1.189576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11895742.000000 Penalty: 5489.958984
	Iteration 117Q: 3 clusters Score -1.189574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -11895751.000000 Penalty: 5489.958984
	Iteration 118Q: 3 clusters Score -1.189575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11895755.000000 Penalty: 5489.958984
	Iteration 119Q: 3 clusters Score -1.189576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -11895748.000000 Penalty: 5489.958984
	Iteration 120F: 3 clusters Score -1.189575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -11895750.000000 Penalty: 5489.958984
	Iteration 121Q: 3 clusters Score -1.189575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -11895740.000000 Penalty: 5489.958984
	Iteration 122Q: 3 clusters Score -1.189574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -11895729.000000 Penalty: 5489.958984
	Iteration 123Q: 3 clusters Score -1.189573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -11895737.000000 Penalty: 5489.958984
	Iteration 124Q: 3 clusters Score -1.189574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -11895720.000000 Penalty: 5489.958984
	Iteration 125Q: 3 clusters Score -1.189572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -11895736.000000 Penalty: 5489.958984
	Iteration 126Q: 3 clusters Score -1.189574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -11895711.000000 Penalty: 5489.958984
	Iteration 127Q: 3 clusters Score -1.189571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -11895714.000000 Penalty: 5489.958984
	Iteration 128Q: 3 clusters Score -1.189571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -11895720.000000 Penalty: 5489.958984
	Iteration 129Q: 3 clusters Score -1.189572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -11895717.000000 Penalty: 5489.958984
	Iteration 130Q: 3 clusters Score -1.189572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11895722.000000 Penalty: 5489.958984
	Iteration 131Q: 3 clusters Score -1.189572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11895734.000000 Penalty: 5489.958984
	Iteration 132Q: 3 clusters Score -1.189573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -11895718.000000 Penalty: 5489.958984
	Iteration 133Q: 3 clusters Score -1.189572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -11895726.000000 Penalty: 5489.958984
	Iteration 134Q: 3 clusters Score -1.189573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -11895699.000000 Penalty: 5489.958984
	Iteration 135Q: 3 clusters Score -1.18957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -11895696.000000 Penalty: 5489.958984
	Iteration 136Q: 3 clusters Score -1.18957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -11895697.000000 Penalty: 5489.958984
	Iteration 137Q: 3 clusters Score -1.18957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -11895698.000000 Penalty: 5489.958984
	Iteration 138Q: 3 clusters Score -1.18957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -11895696.000000 Penalty: 5489.958984
	Iteration 139Q: 3 clusters Score -1.18957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -11895697.000000 Penalty: 5489.958984
	Iteration 140F: 3 clusters Score -1.18957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -11895703.000000 Penalty: 5489.958984
	Iteration 141Q: 3 clusters Score -1.18957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -11895699.000000 Penalty: 5489.958984
	Iteration 142Q: 3 clusters Score -1.18957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11895698.000000 Penalty: 5489.958984
	Iteration 143Q: 3 clusters Score -1.18957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11895698.000000 Penalty: 5489.958984
	Iteration 144F: 3 clusters Score -1.18957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -325768.906250 Penalty: 1876.573364
	Iteration 0F: 2 clusters Score -325768.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -323182.281250 Penalty: 3753.146729
	Iteration 0F: 3 clusters Score -323182.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -324003.156250 Penalty: 3753.146729
	Iteration 1F: 3 clusters Score -324003.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -324863.281250 Penalty: 3753.146729
	Iteration 2F: 3 clusters Score -324863.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -325303.531250 Penalty: 3753.146729
	Iteration 3F: 3 clusters Score -325303.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -325457.906250 Penalty: 3753.146729
	Iteration 4F: 3 clusters Score -325457.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -325514.687500 Penalty: 3753.146729
	Iteration 5Q: 3 clusters Score -325514.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -325538.125000 Penalty: 3753.146729
	Iteration 6Q: 3 clusters Score -325538.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -325550.812500 Penalty: 3753.146729
	Iteration 7Q: 3 clusters Score -325550.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -325556.468750 Penalty: 3753.146729
	Iteration 8Q: 3 clusters Score -325556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -325559.562500 Penalty: 3753.146729
	Iteration 9Q: 3 clusters Score -325559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -325561.375000 Penalty: 3753.146729
	Iteration 10Q: 3 clusters Score -325561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -325561.375000 Penalty: 3753.146729
	Iteration 11F: 3 clusters Score -325561.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (67905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Entering Unmasked Estep 
Score: -12573484.000000 Penalty: 2759.214600
	Iteration 0F: 2 clusters Score -1.257348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -12541375.000000 Penalty: 5518.429199
	Iteration 0F: 3 clusters Score -1.254138e+07 nChanged 31757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -12560068.000000 Penalty: 5518.429199
	Iteration 1F: 3 clusters Score -1.256007e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -12562139.000000 Penalty: 5518.429199
	Iteration 2Q: 3 clusters Score -1.256214e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -12564698.000000 Penalty: 5518.429199
	Iteration 3F: 3 clusters Score -1.25647e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -12567771.000000 Penalty: 5518.429199
	Iteration 4F: 3 clusters Score -1.256777e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -12571389.000000 Penalty: 5518.429199
	Iteration 5F: 3 clusters Score -1.257139e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -12574816.000000 Penalty: 5518.429199
	Iteration 6F: 3 clusters Score -1.257482e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -12577413.000000 Penalty: 5518.429199
	Iteration 7F: 3 clusters Score -1.257741e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -12578566.000000 Penalty: 5518.429199
	Iteration 8Q: 3 clusters Score -1.257857e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -12579142.000000 Penalty: 5518.429199
	Iteration 9Q: 3 clusters Score -1.257914e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -12579459.000000 Penalty: 5518.429199
	Iteration 10Q: 3 clusters Score -1.257946e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -12579690.000000 Penalty: 5518.429199
	Iteration 11Q: 3 clusters Score -1.257969e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -12579936.000000 Penalty: 5518.429199
	Iteration 12Q: 3 clusters Score -1.257994e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -12580085.000000 Penalty: 5518.429199
	Iteration 13Q: 3 clusters Score -1.258008e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -12580240.000000 Penalty: 5518.429199
	Iteration 14Q: 3 clusters Score -1.258024e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -12580358.000000 Penalty: 5518.429199
	Iteration 15Q: 3 clusters Score -1.258036e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -12580501.000000 Penalty: 5518.429199
	Iteration 16Q: 3 clusters Score -1.25805e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -12580651.000000 Penalty: 5518.429199
	Iteration 17Q: 3 clusters Score -1.258065e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -12580800.000000 Penalty: 5518.429199
	Iteration 18Q: 3 clusters Score -1.25808e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -12580898.000000 Penalty: 5518.429199
	Iteration 19Q: 3 clusters Score -1.25809e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -12581042.000000 Penalty: 5518.429199
	Iteration 20F: 3 clusters Score -1.258104e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -12581200.000000 Penalty: 5518.429199
	Iteration 21Q: 3 clusters Score -1.25812e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -12581295.000000 Penalty: 5518.429199
	Iteration 22Q: 3 clusters Score -1.25813e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -12581442.000000 Penalty: 5518.429199
	Iteration 23Q: 3 clusters Score -1.258144e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -12581538.000000 Penalty: 5518.429199
	Iteration 24Q: 3 clusters Score -1.258154e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -12581590.000000 Penalty: 5518.429199
	Iteration 25Q: 3 clusters Score -1.258159e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -12581531.000000 Penalty: 5518.429199
	Iteration 26Q: 3 clusters Score -1.258153e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -12581520.000000 Penalty: 5518.429199
	Iteration 27Q: 3 clusters Score -1.258152e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -12581522.000000 Penalty: 5518.429199
	Iteration 28Q: 3 clusters Score -1.258152e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -12581435.000000 Penalty: 5518.429199
	Iteration 29Q: 3 clusters Score -1.258144e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -12581384.000000 Penalty: 5518.429199
	Iteration 30Q: 3 clusters Score -1.258138e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -12581294.000000 Penalty: 5518.429199
	Iteration 31Q: 3 clusters Score -1.258129e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -12581353.000000 Penalty: 5518.429199
	Iteration 32Q: 3 clusters Score -1.258135e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -12581362.000000 Penalty: 5518.429199
	Iteration 33Q: 3 clusters Score -1.258136e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -12581372.000000 Penalty: 5518.429199
	Iteration 34Q: 3 clusters Score -1.258137e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -12581413.000000 Penalty: 5518.429199
	Iteration 35Q: 3 clusters Score -1.258141e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -12581423.000000 Penalty: 5518.429199
	Iteration 36Q: 3 clusters Score -1.258142e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -12581388.000000 Penalty: 5518.429199
	Iteration 37Q: 3 clusters Score -1.258139e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -12581366.000000 Penalty: 5518.429199
	Iteration 38Q: 3 clusters Score -1.258137e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -12581258.000000 Penalty: 5518.429199
	Iteration 39Q: 3 clusters Score -1.258126e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -12581051.000000 Penalty: 5518.429199
	Iteration 40F: 3 clusters Score -1.258105e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -12580834.000000 Penalty: 5518.429199
	Iteration 41Q: 3 clusters Score -1.258083e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -12580668.000000 Penalty: 5518.429199
	Iteration 42Q: 3 clusters Score -1.258067e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -12580484.000000 Penalty: 5518.429199
	Iteration 43Q: 3 clusters Score -1.258048e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -12580282.000000 Penalty: 5518.429199
	Iteration 44Q: 3 clusters Score -1.258028e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -12580062.000000 Penalty: 5518.429199
	Iteration 45Q: 3 clusters Score -1.258006e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -12579916.000000 Penalty: 5518.429199
	Iteration 46Q: 3 clusters Score -1.257992e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -12579799.000000 Penalty: 5518.429199
	Iteration 47Q: 3 clusters Score -1.25798e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -12579713.000000 Penalty: 5518.429199
	Iteration 48Q: 3 clusters Score -1.257971e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -12579570.000000 Penalty: 5518.429199
	Iteration 49Q: 3 clusters Score -1.257957e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -12579490.000000 Penalty: 5518.429199
	Iteration 50Q: 3 clusters Score -1.257949e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -12579278.000000 Penalty: 5518.429199
	Iteration 51Q: 3 clusters Score -1.257928e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -12579103.000000 Penalty: 5518.429199
	Iteration 52Q: 3 clusters Score -1.25791e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -12578890.000000 Penalty: 5518.429199
	Iteration 53Q: 3 clusters Score -1.257889e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -12578657.000000 Penalty: 5518.429199
	Iteration 54Q: 3 clusters Score -1.257866e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -12578403.000000 Penalty: 5518.429199
	Iteration 55Q: 3 clusters Score -1.25784e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -12578086.000000 Penalty: 5518.429199
	Iteration 56Q: 3 clusters Score -1.257809e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -12577693.000000 Penalty: 5518.429199
	Iteration 57Q: 3 clusters Score -1.257769e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -12577311.000000 Penalty: 5518.429199
	Iteration 58Q: 3 clusters Score -1.257731e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -12576944.000000 Penalty: 5518.429199
	Iteration 59Q: 3 clusters Score -1.257694e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -12576610.000000 Penalty: 5518.429199
	Iteration 60F: 3 clusters Score -1.257661e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -12576148.000000 Penalty: 5518.429199
	Iteration 61Q: 3 clusters Score -1.257615e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -12575792.000000 Penalty: 5518.429199
	Iteration 62Q: 3 clusters Score -1.257579e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -12575450.000000 Penalty: 5518.429199
	Iteration 63Q: 3 clusters Score -1.257545e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -12575073.000000 Penalty: 5518.429199
	Iteration 64Q: 3 clusters Score -1.257507e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -12574707.000000 Penalty: 5518.429199
	Iteration 65Q: 3 clusters Score -1.257471e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -12574408.000000 Penalty: 5518.429199
	Iteration 66Q: 3 clusters Score -1.257441e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -12574205.000000 Penalty: 5518.429199
	Iteration 67Q: 3 clusters Score -1.25742e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -12573987.000000 Penalty: 5518.429199
	Iteration 68Q: 3 clusters Score -1.257399e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -12573785.000000 Penalty: 5518.429199
	Iteration 69Q: 3 clusters Score -1.257378e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -12573600.000000 Penalty: 5518.429199
	Iteration 70Q: 3 clusters Score -1.25736e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -12573387.000000 Penalty: 5518.429199
	Iteration 71Q: 3 clusters Score -1.257339e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -12573248.000000 Penalty: 5518.429199
	Iteration 72Q: 3 clusters Score -1.257325e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -12573123.000000 Penalty: 5518.429199
	Iteration 73Q: 3 clusters Score -1.257312e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12573080.000000 Penalty: 5518.429199
	Iteration 74Q: 3 clusters Score -1.257308e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -12573020.000000 Penalty: 5518.429199
	Iteration 75Q: 3 clusters Score -1.257302e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -12572954.000000 Penalty: 5518.429199
	Iteration 76Q: 3 clusters Score -1.257295e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -12572917.000000 Penalty: 5518.429199
	Iteration 77Q: 3 clusters Score -1.257292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12572905.000000 Penalty: 5518.429199
	Iteration 78Q: 3 clusters Score -1.25729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -12572863.000000 Penalty: 5518.429199
	Iteration 79Q: 3 clusters Score -1.257286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -12572852.000000 Penalty: 5518.429199
	Iteration 80F: 3 clusters Score -1.257285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12572859.000000 Penalty: 5518.429199
	Iteration 81Q: 3 clusters Score -1.257286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -12572846.000000 Penalty: 5518.429199
	Iteration 82Q: 3 clusters Score -1.257285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -12572826.000000 Penalty: 5518.429199
	Iteration 83Q: 3 clusters Score -1.257283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -12572810.000000 Penalty: 5518.429199
	Iteration 84Q: 3 clusters Score -1.257281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -12572791.000000 Penalty: 5518.429199
	Iteration 85Q: 3 clusters Score -1.257279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -12572778.000000 Penalty: 5518.429199
	Iteration 86Q: 3 clusters Score -1.257278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -12572769.000000 Penalty: 5518.429199
	Iteration 87Q: 3 clusters Score -1.257277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -12572751.000000 Penalty: 5518.429199
	Iteration 88Q: 3 clusters Score -1.257275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -12572732.000000 Penalty: 5518.429199
	Iteration 89Q: 3 clusters Score -1.257273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12572732.000000 Penalty: 5518.429199
	Iteration 90Q: 3 clusters Score -1.257273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -12572721.000000 Penalty: 5518.429199
	Iteration 91Q: 3 clusters Score -1.257272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12572726.000000 Penalty: 5518.429199
	Iteration 92Q: 3 clusters Score -1.257273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12572710.000000 Penalty: 5518.429199
	Iteration 93Q: 3 clusters Score -1.257271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -12572703.000000 Penalty: 5518.429199
	Iteration 94Q: 3 clusters Score -1.25727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -12572707.000000 Penalty: 5518.429199
	Iteration 95Q: 3 clusters Score -1.257271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -12572686.000000 Penalty: 5518.429199
	Iteration 96Q: 3 clusters Score -1.257269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12572671.000000 Penalty: 5518.429199
	Iteration 97Q: 3 clusters Score -1.257267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -12572644.000000 Penalty: 5518.429199
	Iteration 98Q: 3 clusters Score -1.257264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -12572639.000000 Penalty: 5518.429199
	Iteration 99Q: 3 clusters Score -1.257264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12572635.000000 Penalty: 5518.429199
	Iteration 100F: 3 clusters Score -1.257264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -12572611.000000 Penalty: 5518.429199
	Iteration 101Q: 3 clusters Score -1.257261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -12572607.000000 Penalty: 5518.429199
	Iteration 102Q: 3 clusters Score -1.257261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66645 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -12572600.000000 Penalty: 5518.429199
	Iteration 103Q: 3 clusters Score -1.25726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12572612.000000 Penalty: 5518.429199
	Iteration 104Q: 3 clusters Score -1.257261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12572595.000000 Penalty: 5518.429199
	Iteration 105Q: 3 clusters Score -1.25726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12572605.000000 Penalty: 5518.429199
	Iteration 106Q: 3 clusters Score -1.25726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66668 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -12572594.000000 Penalty: 5518.429199
	Iteration 107Q: 3 clusters Score -1.257259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -12572586.000000 Penalty: 5518.429199
	Iteration 108Q: 3 clusters Score -1.257259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -12572570.000000 Penalty: 5518.429199
	Iteration 109Q: 3 clusters Score -1.257257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -12572563.000000 Penalty: 5518.429199
	Iteration 110Q: 3 clusters Score -1.257256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12572560.000000 Penalty: 5518.429199
	Iteration 111Q: 3 clusters Score -1.257256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12572559.000000 Penalty: 5518.429199
	Iteration 112Q: 3 clusters Score -1.257256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -12572557.000000 Penalty: 5518.429199
	Iteration 113Q: 3 clusters Score -1.257256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -12572554.000000 Penalty: 5518.429199
	Iteration 114Q: 3 clusters Score -1.257255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12572543.000000 Penalty: 5518.429199
	Iteration 115Q: 3 clusters Score -1.257254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12572538.000000 Penalty: 5518.429199
	Iteration 116Q: 3 clusters Score -1.257254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12572519.000000 Penalty: 5518.429199
	Iteration 117Q: 3 clusters Score -1.257252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -12572509.000000 Penalty: 5518.429199
	Iteration 118Q: 3 clusters Score -1.257251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -12572506.000000 Penalty: 5518.429199
	Iteration 119Q: 3 clusters Score -1.257251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -12572480.000000 Penalty: 5518.429199
	Iteration 120F: 3 clusters Score -1.257248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12572476.000000 Penalty: 5518.429199
	Iteration 121Q: 3 clusters Score -1.257248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12572480.000000 Penalty: 5518.429199
	Iteration 122Q: 3 clusters Score -1.257248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12572480.000000 Penalty: 5518.429199
	Iteration 123F: 3 clusters Score -1.257248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -382103.500000 Penalty: 1905.141357
	Iteration 0F: 2 clusters Score -382103.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -379424.750000 Penalty: 3810.282715
	Iteration 0F: 3 clusters Score -379424.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -380060.656250 Penalty: 3810.282715
	Iteration 1F: 3 clusters Score -380060.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -380307.750000 Penalty: 3810.282715
	Iteration 2F: 3 clusters Score -380307.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -380463.906250 Penalty: 3810.282715
	Iteration 3F: 3 clusters Score -380463.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -380562.375000 Penalty: 3810.282715
	Iteration 4Q: 3 clusters Score -380562.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -380628.343750 Penalty: 3810.282715
	Iteration 5Q: 3 clusters Score -380628.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -380691.906250 Penalty: 3810.282715
	Iteration 6Q: 3 clusters Score -380691.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -380739.968750 Penalty: 3810.282715
	Iteration 7Q: 3 clusters Score -380740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -380791.843750 Penalty: 3810.282715
	Iteration 8Q: 3 clusters Score -380791.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -380829.375000 Penalty: 3810.282715
	Iteration 9Q: 3 clusters Score -380829.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -380853.718750 Penalty: 3810.282715
	Iteration 10Q: 3 clusters Score -380853.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -380869.562500 Penalty: 3810.282715
	Iteration 11Q: 3 clusters Score -380869.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -380884.406250 Penalty: 3810.282715
	Iteration 12Q: 3 clusters Score -380884.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -380892.218750 Penalty: 3810.282715
	Iteration 13Q: 3 clusters Score -380892.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -380898.937500 Penalty: 3810.282715
	Iteration 14Q: 3 clusters Score -380898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -380905.500000 Penalty: 3810.282715
	Iteration 15Q: 3 clusters Score -380905.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -380914.812500 Penalty: 3810.282715
	Iteration 16Q: 3 clusters Score -380914.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -380922.906250 Penalty: 3810.282715
	Iteration 17Q: 3 clusters Score -380922.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -380929.406250 Penalty: 3810.282715
	Iteration 18Q: 3 clusters Score -380929.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -380934.750000 Penalty: 3810.282715
	Iteration 19Q: 3 clusters Score -380934.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -380938.781250 Penalty: 3810.282715
	Iteration 20F: 3 clusters Score -380938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -380942.906250 Penalty: 3810.282715
	Iteration 21Q: 3 clusters Score -380942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -380950.750000 Penalty: 3810.282715
	Iteration 22Q: 3 clusters Score -380950.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -380957.375000 Penalty: 3810.282715
	Iteration 23Q: 3 clusters Score -380957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -380960.687500 Penalty: 3810.282715
	Iteration 24Q: 3 clusters Score -380960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -380966.656250 Penalty: 3810.282715
	Iteration 25Q: 3 clusters Score -380966.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -380974.843750 Penalty: 3810.282715
	Iteration 26Q: 3 clusters Score -380974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -380980.125000 Penalty: 3810.282715
	Iteration 27Q: 3 clusters Score -380980.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -380984.843750 Penalty: 3810.282715
	Iteration 28Q: 3 clusters Score -380984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -380987.468750 Penalty: 3810.282715
	Iteration 29Q: 3 clusters Score -380987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -380988.093750 Penalty: 3810.282715
	Iteration 30Q: 3 clusters Score -380988.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -380988.093750 Penalty: 3810.282715
	Iteration 31F: 3 clusters Score -380988.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Entering Unmasked Estep 
Score: -9705397.000000 Penalty: 2694.230713
	Iteration 0F: 2 clusters Score -9705397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -9674702.000000 Penalty: 5388.461426
	Iteration 0F: 3 clusters Score -9674702 nChanged 24141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -9688640.000000 Penalty: 5388.461426
	Iteration 1F: 3 clusters Score -9688640 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -9689505.000000 Penalty: 5388.461426
	Iteration 2Q: 3 clusters Score -9689505 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -9690511.000000 Penalty: 5388.461426
	Iteration 3Q: 3 clusters Score -9690511 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -9691953.000000 Penalty: 5388.461426
	Iteration 4F: 3 clusters Score -9691953 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -9693750.000000 Penalty: 5388.461426
	Iteration 5F: 3 clusters Score -9693750 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -9696119.000000 Penalty: 5388.461426
	Iteration 6F: 3 clusters Score -9696119 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -9698831.000000 Penalty: 5388.461426
	Iteration 7F: 3 clusters Score -9698831 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -9701433.000000 Penalty: 5388.461426
	Iteration 8F: 3 clusters Score -9701433 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -9703025.000000 Penalty: 5388.461426
	Iteration 9F: 3 clusters Score -9703025 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -9703760.000000 Penalty: 5388.461426
	Iteration 10Q: 3 clusters Score -9703760 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -9704063.000000 Penalty: 5388.461426
	Iteration 11Q: 3 clusters Score -9704063 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -9704273.000000 Penalty: 5388.461426
	Iteration 12Q: 3 clusters Score -9704273 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -9704396.000000 Penalty: 5388.461426
	Iteration 13Q: 3 clusters Score -9704396 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -9704495.000000 Penalty: 5388.461426
	Iteration 14Q: 3 clusters Score -9704495 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -9704512.000000 Penalty: 5388.461426
	Iteration 15Q: 3 clusters Score -9704512 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -9704584.000000 Penalty: 5388.461426
	Iteration 16Q: 3 clusters Score -9704584 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -9704668.000000 Penalty: 5388.461426
	Iteration 17Q: 3 clusters Score -9704668 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -9704758.000000 Penalty: 5388.461426
	Iteration 18Q: 3 clusters Score -9704758 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -9704838.000000 Penalty: 5388.461426
	Iteration 19Q: 3 clusters Score -9704838 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -9704915.000000 Penalty: 5388.461426
	Iteration 20F: 3 clusters Score -9704915 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -9704960.000000 Penalty: 5388.461426
	Iteration 21Q: 3 clusters Score -9704960 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -9705044.000000 Penalty: 5388.461426
	Iteration 22Q: 3 clusters Score -9705044 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -9705157.000000 Penalty: 5388.461426
	Iteration 23Q: 3 clusters Score -9705157 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -9705267.000000 Penalty: 5388.461426
	Iteration 24Q: 3 clusters Score -9705267 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -9705501.000000 Penalty: 5388.461426
	Iteration 25Q: 3 clusters Score -9705501 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -9705636.000000 Penalty: 5388.461426
	Iteration 26Q: 3 clusters Score -9705636 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -9705768.000000 Penalty: 5388.461426
	Iteration 27Q: 3 clusters Score -9705768 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -9705859.000000 Penalty: 5388.461426
	Iteration 28Q: 3 clusters Score -9705859 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -9706025.000000 Penalty: 5388.461426
	Iteration 29Q: 3 clusters Score -9706025 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -9706142.000000 Penalty: 5388.461426
	Iteration 30Q: 3 clusters Score -9706142 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -9706228.000000 Penalty: 5388.461426
	Iteration 31Q: 3 clusters Score -9706228 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -9706325.000000 Penalty: 5388.461426
	Iteration 32Q: 3 clusters Score -9706325 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -9706399.000000 Penalty: 5388.461426
	Iteration 33Q: 3 clusters Score -9706399 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -9706472.000000 Penalty: 5388.461426
	Iteration 34Q: 3 clusters Score -9706472 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -9706414.000000 Penalty: 5388.461426
	Iteration 35Q: 3 clusters Score -9706414 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -9706339.000000 Penalty: 5388.461426
	Iteration 36Q: 3 clusters Score -9706339 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -9706177.000000 Penalty: 5388.461426
	Iteration 37Q: 3 clusters Score -9706177 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -9705875.000000 Penalty: 5388.461426
	Iteration 38Q: 3 clusters Score -9705875 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -9705436.000000 Penalty: 5388.461426
	Iteration 39Q: 3 clusters Score -9705436 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9705123.000000 Penalty: 5388.461426
	Iteration 40F: 3 clusters Score -9705123 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9704809.000000 Penalty: 5388.461426
	Iteration 41Q: 3 clusters Score -9704809 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9704555.000000 Penalty: 5388.461426
	Iteration 42Q: 3 clusters Score -9704555 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9704299.000000 Penalty: 5388.461426
	Iteration 43Q: 3 clusters Score -9704299 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9704168.000000 Penalty: 5388.461426
	Iteration 44Q: 3 clusters Score -9704168 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9704022.000000 Penalty: 5388.461426
	Iteration 45Q: 3 clusters Score -9704022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9703938.000000 Penalty: 5388.461426
	Iteration 46Q: 3 clusters Score -9703938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9703869.000000 Penalty: 5388.461426
	Iteration 47Q: 3 clusters Score -9703869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9703790.000000 Penalty: 5388.461426
	Iteration 48Q: 3 clusters Score -9703790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9703752.000000 Penalty: 5388.461426
	Iteration 49Q: 3 clusters Score -9703752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9703745.000000 Penalty: 5388.461426
	Iteration 50Q: 3 clusters Score -9703745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9703741.000000 Penalty: 5388.461426
	Iteration 51Q: 3 clusters Score -9703741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9703721.000000 Penalty: 5388.461426
	Iteration 52Q: 3 clusters Score -9703721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9703723.000000 Penalty: 5388.461426
	Iteration 53Q: 3 clusters Score -9703723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9703713.000000 Penalty: 5388.461426
	Iteration 54Q: 3 clusters Score -9703713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9703701.000000 Penalty: 5388.461426
	Iteration 55Q: 3 clusters Score -9703701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9703709.000000 Penalty: 5388.461426
	Iteration 56Q: 3 clusters Score -9703709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9703701.000000 Penalty: 5388.461426
	Iteration 57Q: 3 clusters Score -9703701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9703691.000000 Penalty: 5388.461426
	Iteration 58Q: 3 clusters Score -9703691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9703683.000000 Penalty: 5388.461426
	Iteration 59Q: 3 clusters Score -9703683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9703678.000000 Penalty: 5388.461426
	Iteration 60F: 3 clusters Score -9703678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9703680.000000 Penalty: 5388.461426
	Iteration 61Q: 3 clusters Score -9703680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9703674.000000 Penalty: 5388.461426
	Iteration 62Q: 3 clusters Score -9703674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9703689.000000 Penalty: 5388.461426
	Iteration 63Q: 3 clusters Score -9703689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9703679.000000 Penalty: 5388.461426
	Iteration 64Q: 3 clusters Score -9703679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9703688.000000 Penalty: 5388.461426
	Iteration 65Q: 3 clusters Score -9703688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9703684.000000 Penalty: 5388.461426
	Iteration 66Q: 3 clusters Score -9703684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9703684.000000 Penalty: 5388.461426
	Iteration 67F: 3 clusters Score -9703684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (63579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Entering Unmasked Estep 
Score: -11522386.000000 Penalty: 2742.889648
	Iteration 0F: 2 clusters Score -1.152239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -11480239.000000 Penalty: 5485.779297
	Iteration 0F: 3 clusters Score -1.148024e+07 nChanged 29648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -11496664.000000 Penalty: 5485.779297
	Iteration 1F: 3 clusters Score -1.149666e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -11497540.000000 Penalty: 5485.779297
	Iteration 2Q: 3 clusters Score -1.149754e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -11498865.000000 Penalty: 5485.779297
	Iteration 3Q: 3 clusters Score -1.149886e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -11501324.000000 Penalty: 5485.779297
	Iteration 4F: 3 clusters Score -1.150132e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -11505613.000000 Penalty: 5485.779297
	Iteration 5F: 3 clusters Score -1.150561e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -11511567.000000 Penalty: 5485.779297
	Iteration 6F: 3 clusters Score -1.151157e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -11516875.000000 Penalty: 5485.779297
	Iteration 7F: 3 clusters Score -1.151688e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -11520316.000000 Penalty: 5485.779297
	Iteration 8F: 3 clusters Score -1.152032e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -11522004.000000 Penalty: 5485.779297
	Iteration 9Q: 3 clusters Score -1.1522e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -11522628.000000 Penalty: 5485.779297
	Iteration 10Q: 3 clusters Score -1.152263e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -11522838.000000 Penalty: 5485.779297
	Iteration 11Q: 3 clusters Score -1.152284e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -11522940.000000 Penalty: 5485.779297
	Iteration 12Q: 3 clusters Score -1.152294e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -11523003.000000 Penalty: 5485.779297
	Iteration 13Q: 3 clusters Score -1.1523e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -11523017.000000 Penalty: 5485.779297
	Iteration 14Q: 3 clusters Score -1.152302e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -11523061.000000 Penalty: 5485.779297
	Iteration 15Q: 3 clusters Score -1.152306e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -11523045.000000 Penalty: 5485.779297
	Iteration 16Q: 3 clusters Score -1.152304e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -11523065.000000 Penalty: 5485.779297
	Iteration 17Q: 3 clusters Score -1.152306e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -11523067.000000 Penalty: 5485.779297
	Iteration 18Q: 3 clusters Score -1.152307e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -11523075.000000 Penalty: 5485.779297
	Iteration 19Q: 3 clusters Score -1.152308e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -11523104.000000 Penalty: 5485.779297
	Iteration 20F: 3 clusters Score -1.15231e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -11523101.000000 Penalty: 5485.779297
	Iteration 21Q: 3 clusters Score -1.15231e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -11523095.000000 Penalty: 5485.779297
	Iteration 22Q: 3 clusters Score -1.15231e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -11523092.000000 Penalty: 5485.779297
	Iteration 23Q: 3 clusters Score -1.152309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -11523097.000000 Penalty: 5485.779297
	Iteration 24Q: 3 clusters Score -1.15231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -11523094.000000 Penalty: 5485.779297
	Iteration 25Q: 3 clusters Score -1.152309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -11523082.000000 Penalty: 5485.779297
	Iteration 26Q: 3 clusters Score -1.152308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -11523079.000000 Penalty: 5485.779297
	Iteration 27Q: 3 clusters Score -1.152308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -11523083.000000 Penalty: 5485.779297
	Iteration 28Q: 3 clusters Score -1.152308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -11523077.000000 Penalty: 5485.779297
	Iteration 29Q: 3 clusters Score -1.152308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -11523084.000000 Penalty: 5485.779297
	Iteration 30Q: 3 clusters Score -1.152308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -11523086.000000 Penalty: 5485.779297
	Iteration 31Q: 3 clusters Score -1.152309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -11523090.000000 Penalty: 5485.779297
	Iteration 32Q: 3 clusters Score -1.152309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -11523087.000000 Penalty: 5485.779297
	Iteration 33Q: 3 clusters Score -1.152309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -11523081.000000 Penalty: 5485.779297
	Iteration 34Q: 3 clusters Score -1.152308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -11523092.000000 Penalty: 5485.779297
	Iteration 35Q: 3 clusters Score -1.152309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -11523084.000000 Penalty: 5485.779297
	Iteration 36Q: 3 clusters Score -1.152308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -11523080.000000 Penalty: 5485.779297
	Iteration 37Q: 3 clusters Score -1.152308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -11523085.000000 Penalty: 5485.779297
	Iteration 38Q: 3 clusters Score -1.152308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -11523085.000000 Penalty: 5485.779297
	Iteration 39Q: 3 clusters Score -1.152308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -11523085.000000 Penalty: 5485.779297
	Iteration 40F: 3 clusters Score -1.152308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 59392 members 
Mstep: Class 7 contains 62925 members 
Mstep: Class 8 contains 64117 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 67905 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 13 contains 52252 members 
Mstep: Class 14 contains 4187 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70054 members 
Mstep: Class 20 contains 56585 members 
Mstep: Class 21 contains 71535 members 
Mstep: Class 22 contains 78828 members 
Entering Unmasked Estep 
Score: -110017728.000000 Penalty: 62712.195312
Splitting cluster 14 changes total score from -110013920.000000 to -110017728.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 16 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -256469.218750 Penalty: 1811.519897
	Iteration 0F: 2 clusters Score -256469.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -254266.312500 Penalty: 3623.039795
	Iteration 0F: 3 clusters Score -254266.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -255046.671875 Penalty: 3623.039795
	Iteration 1F: 3 clusters Score -255046.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -255420.984375 Penalty: 3623.039795
	Iteration 2F: 3 clusters Score -255421 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -255551.640625 Penalty: 3623.039795
	Iteration 3F: 3 clusters Score -255551.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -255630.296875 Penalty: 3623.039795
	Iteration 4Q: 3 clusters Score -255630.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -255694.890625 Penalty: 3623.039795
	Iteration 5Q: 3 clusters Score -255694.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -255754.171875 Penalty: 3623.039795
	Iteration 6Q: 3 clusters Score -255754.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -255797.187500 Penalty: 3623.039795
	Iteration 7Q: 3 clusters Score -255797.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -255839.171875 Penalty: 3623.039795
	Iteration 8Q: 3 clusters Score -255839.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -255885.984375 Penalty: 3623.039795
	Iteration 9Q: 3 clusters Score -255886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -255943.453125 Penalty: 3623.039795
	Iteration 10Q: 3 clusters Score -255943.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -255999.062500 Penalty: 3623.039795
	Iteration 11Q: 3 clusters Score -255999.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -256062.000000 Penalty: 3623.039795
	Iteration 12Q: 3 clusters Score -256062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -256137.296875 Penalty: 3623.039795
	Iteration 13Q: 3 clusters Score -256137.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -256246.546875 Penalty: 3623.039795
	Iteration 14Q: 3 clusters Score -256246.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -256384.484375 Penalty: 3623.039795
	Iteration 15Q: 3 clusters Score -256384.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -256441.031250 Penalty: 3623.039795
	Iteration 16Q: 3 clusters Score -256441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -256484.640625 Penalty: 3623.039795
	Iteration 17Q: 3 clusters Score -256484.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -256531.484375 Penalty: 3623.039795
	Iteration 18Q: 3 clusters Score -256531.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -256543.656250 Penalty: 3623.039795
	Iteration 19Q: 3 clusters Score -256543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -256551.093750 Penalty: 3623.039795
	Iteration 20F: 3 clusters Score -256551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -256560.171875 Penalty: 3623.039795
	Iteration 21Q: 3 clusters Score -256560.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -256569.671875 Penalty: 3623.039795
	Iteration 22Q: 3 clusters Score -256569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -256580.531250 Penalty: 3623.039795
	Iteration 23Q: 3 clusters Score -256580.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -256586.437500 Penalty: 3623.039795
	Iteration 24Q: 3 clusters Score -256586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -256593.625000 Penalty: 3623.039795
	Iteration 25Q: 3 clusters Score -256593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -256600.359375 Penalty: 3623.039795
	Iteration 26Q: 3 clusters Score -256600.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -256600.890625 Penalty: 3623.039795
	Iteration 27Q: 3 clusters Score -256600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -256600.921875 Penalty: 3623.039795
	Iteration 28Q: 3 clusters Score -256600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -256600.921875 Penalty: 3623.039795
	Iteration 29F: 3 clusters Score -256600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 59392 members 
Mstep: Class 7 contains 62925 members 
Mstep: Class 8 contains 64117 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 67905 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 671 members 
Mstep: Class 13 contains 52252 members 
Mstep: Class 14 contains 4187 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 70054 members 
Mstep: Class 20 contains 56585 members 
Mstep: Class 21 contains 71535 members 
Mstep: Class 22 contains 78828 members 
Entering Unmasked Estep 
Score: -110016488.000000 Penalty: 66012.835938
Splitting cluster 16 changes total score from -110013920.000000 to -110016488.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 17 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -118706.851562 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -118706.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116999.101562 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -116999.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -117477.640625 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -117477.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -117666.687500 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -117666.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -117784.562500 Penalty: 3308.071045
	Iteration 3F: 3 clusters Score -117784.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -117939.671875 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -117939.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -118004.164062 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -118004.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -118052.703125 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -118052.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -118114.781250 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -118114.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -118132.500000 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -118132.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -118157.195312 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -118157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -118167.484375 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -118167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -118178.070312 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -118178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -118181.125000 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -118181.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -118186.125000 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -118186.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -118191.882812 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -118191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -118194.117188 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -118194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -118199.695312 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -118199.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -118199.695312 Penalty: 3308.071045
	Iteration 17F: 3 clusters Score -118199.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (70054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70054 members 
Entering Unmasked Estep 
Score: -13027477.000000 Penalty: 2766.941406
	Iteration 0F: 2 clusters Score -1.302748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -13001217.000000 Penalty: 5533.882812
	Iteration 0F: 3 clusters Score -1.300122e+07 nChanged 32911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -13019541.000000 Penalty: 5533.882812
	Iteration 1F: 3 clusters Score -1.301954e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -13020082.000000 Penalty: 5533.882812
	Iteration 2Q: 3 clusters Score -1.302008e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -13020574.000000 Penalty: 5533.882812
	Iteration 3Q: 3 clusters Score -1.302057e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -13021105.000000 Penalty: 5533.882812
	Iteration 4Q: 3 clusters Score -1.30211e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -13021809.000000 Penalty: 5533.882812
	Iteration 5Q: 3 clusters Score -1.302181e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -13022581.000000 Penalty: 5533.882812
	Iteration 6Q: 3 clusters Score -1.302258e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -13023399.000000 Penalty: 5533.882812
	Iteration 7Q: 3 clusters Score -1.30234e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -13024527.000000 Penalty: 5533.882812
	Iteration 8Q: 3 clusters Score -1.302453e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -13025915.000000 Penalty: 5533.882812
	Iteration 9Q: 3 clusters Score -1.302592e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -13027949.000000 Penalty: 5533.882812
	Iteration 10Q: 3 clusters Score -1.302795e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -13030263.000000 Penalty: 5533.882812
	Iteration 11F: 3 clusters Score -1.303026e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -13032596.000000 Penalty: 5533.882812
	Iteration 12F: 3 clusters Score -1.30326e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -13034355.000000 Penalty: 5533.882812
	Iteration 13F: 3 clusters Score -1.303436e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -13035432.000000 Penalty: 5533.882812
	Iteration 14Q: 3 clusters Score -1.303543e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -13035881.000000 Penalty: 5533.882812
	Iteration 15Q: 3 clusters Score -1.303588e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -13036018.000000 Penalty: 5533.882812
	Iteration 16Q: 3 clusters Score -1.303602e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -13036186.000000 Penalty: 5533.882812
	Iteration 17Q: 3 clusters Score -1.303619e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -13036291.000000 Penalty: 5533.882812
	Iteration 18Q: 3 clusters Score -1.303629e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -13036428.000000 Penalty: 5533.882812
	Iteration 19Q: 3 clusters Score -1.303643e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -13036545.000000 Penalty: 5533.882812
	Iteration 20F: 3 clusters Score -1.303654e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -13036648.000000 Penalty: 5533.882812
	Iteration 21Q: 3 clusters Score -1.303665e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -13036722.000000 Penalty: 5533.882812
	Iteration 22Q: 3 clusters Score -1.303672e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -13036827.000000 Penalty: 5533.882812
	Iteration 23Q: 3 clusters Score -1.303683e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -13037014.000000 Penalty: 5533.882812
	Iteration 24Q: 3 clusters Score -1.303701e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -13037176.000000 Penalty: 5533.882812
	Iteration 25Q: 3 clusters Score -1.303718e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -13037406.000000 Penalty: 5533.882812
	Iteration 26Q: 3 clusters Score -1.303741e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -13037540.000000 Penalty: 5533.882812
	Iteration 27Q: 3 clusters Score -1.303754e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -13037775.000000 Penalty: 5533.882812
	Iteration 28Q: 3 clusters Score -1.303778e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -13038032.000000 Penalty: 5533.882812
	Iteration 29Q: 3 clusters Score -1.303803e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -13038340.000000 Penalty: 5533.882812
	Iteration 30Q: 3 clusters Score -1.303834e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -13038662.000000 Penalty: 5533.882812
	Iteration 31Q: 3 clusters Score -1.303866e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -13038891.000000 Penalty: 5533.882812
	Iteration 32Q: 3 clusters Score -1.303889e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -13039268.000000 Penalty: 5533.882812
	Iteration 33Q: 3 clusters Score -1.303927e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -13039541.000000 Penalty: 5533.882812
	Iteration 34Q: 3 clusters Score -1.303954e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -13039668.000000 Penalty: 5533.882812
	Iteration 35Q: 3 clusters Score -1.303967e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -13039816.000000 Penalty: 5533.882812
	Iteration 36Q: 3 clusters Score -1.303982e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -13039862.000000 Penalty: 5533.882812
	Iteration 37Q: 3 clusters Score -1.303986e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -13039877.000000 Penalty: 5533.882812
	Iteration 38Q: 3 clusters Score -1.303988e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -13039856.000000 Penalty: 5533.882812
	Iteration 39Q: 3 clusters Score -1.303986e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -13039946.000000 Penalty: 5533.882812
	Iteration 40F: 3 clusters Score -1.303995e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -13039917.000000 Penalty: 5533.882812
	Iteration 41Q: 3 clusters Score -1.303992e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -13039881.000000 Penalty: 5533.882812
	Iteration 42Q: 3 clusters Score -1.303988e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -13039641.000000 Penalty: 5533.882812
	Iteration 43Q: 3 clusters Score -1.303964e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -13039308.000000 Penalty: 5533.882812
	Iteration 44Q: 3 clusters Score -1.303931e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -13038872.000000 Penalty: 5533.882812
	Iteration 45Q: 3 clusters Score -1.303887e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -13038412.000000 Penalty: 5533.882812
	Iteration 46Q: 3 clusters Score -1.303841e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -13038116.000000 Penalty: 5533.882812
	Iteration 47Q: 3 clusters Score -1.303812e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -13037687.000000 Penalty: 5533.882812
	Iteration 48Q: 3 clusters Score -1.303769e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -13037271.000000 Penalty: 5533.882812
	Iteration 49Q: 3 clusters Score -1.303727e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -13037058.000000 Penalty: 5533.882812
	Iteration 50Q: 3 clusters Score -1.303706e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -13036775.000000 Penalty: 5533.882812
	Iteration 51Q: 3 clusters Score -1.303678e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -13036541.000000 Penalty: 5533.882812
	Iteration 52Q: 3 clusters Score -1.303654e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -13036272.000000 Penalty: 5533.882812
	Iteration 53Q: 3 clusters Score -1.303627e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -13036012.000000 Penalty: 5533.882812
	Iteration 54Q: 3 clusters Score -1.303601e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -13035800.000000 Penalty: 5533.882812
	Iteration 55Q: 3 clusters Score -1.30358e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -13035596.000000 Penalty: 5533.882812
	Iteration 56Q: 3 clusters Score -1.30356e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -13035436.000000 Penalty: 5533.882812
	Iteration 57Q: 3 clusters Score -1.303544e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -13035322.000000 Penalty: 5533.882812
	Iteration 58Q: 3 clusters Score -1.303532e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -13035189.000000 Penalty: 5533.882812
	Iteration 59Q: 3 clusters Score -1.303519e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -13035117.000000 Penalty: 5533.882812
	Iteration 60F: 3 clusters Score -1.303512e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -13035067.000000 Penalty: 5533.882812
	Iteration 61Q: 3 clusters Score -1.303507e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -13034989.000000 Penalty: 5533.882812
	Iteration 62Q: 3 clusters Score -1.303499e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -13034912.000000 Penalty: 5533.882812
	Iteration 63Q: 3 clusters Score -1.303491e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -13034849.000000 Penalty: 5533.882812
	Iteration 64Q: 3 clusters Score -1.303485e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -13034782.000000 Penalty: 5533.882812
	Iteration 65Q: 3 clusters Score -1.303478e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -13034736.000000 Penalty: 5533.882812
	Iteration 66Q: 3 clusters Score -1.303474e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -13034721.000000 Penalty: 5533.882812
	Iteration 67Q: 3 clusters Score -1.303472e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -13034700.000000 Penalty: 5533.882812
	Iteration 68Q: 3 clusters Score -1.30347e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -13034661.000000 Penalty: 5533.882812
	Iteration 69Q: 3 clusters Score -1.303466e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -13034672.000000 Penalty: 5533.882812
	Iteration 70Q: 3 clusters Score -1.303467e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -13034666.000000 Penalty: 5533.882812
	Iteration 71Q: 3 clusters Score -1.303467e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -13034655.000000 Penalty: 5533.882812
	Iteration 72Q: 3 clusters Score -1.303466e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -13034660.000000 Penalty: 5533.882812
	Iteration 73Q: 3 clusters Score -1.303466e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -13034663.000000 Penalty: 5533.882812
	Iteration 74Q: 3 clusters Score -1.303466e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -13034690.000000 Penalty: 5533.882812
	Iteration 75Q: 3 clusters Score -1.303469e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -13034672.000000 Penalty: 5533.882812
	Iteration 76Q: 3 clusters Score -1.303467e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -13034641.000000 Penalty: 5533.882812
	Iteration 77Q: 3 clusters Score -1.303464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -13034627.000000 Penalty: 5533.882812
	Iteration 78Q: 3 clusters Score -1.303463e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -13034633.000000 Penalty: 5533.882812
	Iteration 79Q: 3 clusters Score -1.303463e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -13034633.000000 Penalty: 5533.882812
	Iteration 80F: 3 clusters Score -1.303463e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -13034641.000000 Penalty: 5533.882812
	Iteration 81Q: 3 clusters Score -1.303464e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -13034668.000000 Penalty: 5533.882812
	Iteration 82Q: 3 clusters Score -1.303467e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -13034605.000000 Penalty: 5533.882812
	Iteration 83Q: 3 clusters Score -1.30346e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -13034601.000000 Penalty: 5533.882812
	Iteration 84Q: 3 clusters Score -1.30346e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -13034580.000000 Penalty: 5533.882812
	Iteration 85Q: 3 clusters Score -1.303458e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -13034560.000000 Penalty: 5533.882812
	Iteration 86Q: 3 clusters Score -1.303456e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -13034582.000000 Penalty: 5533.882812
	Iteration 87Q: 3 clusters Score -1.303458e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -13034576.000000 Penalty: 5533.882812
	Iteration 88Q: 3 clusters Score -1.303458e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -13034589.000000 Penalty: 5533.882812
	Iteration 89Q: 3 clusters Score -1.303459e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -13034592.000000 Penalty: 5533.882812
	Iteration 90Q: 3 clusters Score -1.303459e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -13034566.000000 Penalty: 5533.882812
	Iteration 91Q: 3 clusters Score -1.303457e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -13034571.000000 Penalty: 5533.882812
	Iteration 92Q: 3 clusters Score -1.303457e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -13034565.000000 Penalty: 5533.882812
	Iteration 93Q: 3 clusters Score -1.303456e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -13034579.000000 Penalty: 5533.882812
	Iteration 94Q: 3 clusters Score -1.303458e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -13034599.000000 Penalty: 5533.882812
	Iteration 95Q: 3 clusters Score -1.30346e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -13034603.000000 Penalty: 5533.882812
	Iteration 96Q: 3 clusters Score -1.30346e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -13034623.000000 Penalty: 5533.882812
	Iteration 97Q: 3 clusters Score -1.303462e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -13034644.000000 Penalty: 5533.882812
	Iteration 98Q: 3 clusters Score -1.303464e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -13034672.000000 Penalty: 5533.882812
	Iteration 99Q: 3 clusters Score -1.303467e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -13034693.000000 Penalty: 5533.882812
	Iteration 100F: 3 clusters Score -1.303469e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -13034707.000000 Penalty: 5533.882812
	Iteration 101Q: 3 clusters Score -1.303471e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -13034701.000000 Penalty: 5533.882812
	Iteration 102Q: 3 clusters Score -1.30347e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -13034688.000000 Penalty: 5533.882812
	Iteration 103Q: 3 clusters Score -1.303469e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -13034698.000000 Penalty: 5533.882812
	Iteration 104Q: 3 clusters Score -1.30347e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -13034729.000000 Penalty: 5533.882812
	Iteration 105Q: 3 clusters Score -1.303473e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -13034702.000000 Penalty: 5533.882812
	Iteration 106Q: 3 clusters Score -1.30347e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -13034696.000000 Penalty: 5533.882812
	Iteration 107Q: 3 clusters Score -1.30347e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -13034703.000000 Penalty: 5533.882812
	Iteration 108Q: 3 clusters Score -1.30347e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -13034707.000000 Penalty: 5533.882812
	Iteration 109Q: 3 clusters Score -1.303471e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -13034717.000000 Penalty: 5533.882812
	Iteration 110Q: 3 clusters Score -1.303472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -13034724.000000 Penalty: 5533.882812
	Iteration 111Q: 3 clusters Score -1.303472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -13034743.000000 Penalty: 5533.882812
	Iteration 112Q: 3 clusters Score -1.303474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -13034756.000000 Penalty: 5533.882812
	Iteration 113Q: 3 clusters Score -1.303476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -13034761.000000 Penalty: 5533.882812
	Iteration 114Q: 3 clusters Score -1.303476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -13034768.000000 Penalty: 5533.882812
	Iteration 115Q: 3 clusters Score -1.303477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -13034796.000000 Penalty: 5533.882812
	Iteration 116Q: 3 clusters Score -1.30348e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -13034798.000000 Penalty: 5533.882812
	Iteration 117Q: 3 clusters Score -1.30348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -13034793.000000 Penalty: 5533.882812
	Iteration 118Q: 3 clusters Score -1.303479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -13034820.000000 Penalty: 5533.882812
	Iteration 119Q: 3 clusters Score -1.303482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -13034816.000000 Penalty: 5533.882812
	Iteration 120F: 3 clusters Score -1.303482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -13034816.000000 Penalty: 5533.882812
	Iteration 121Q: 3 clusters Score -1.303482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -13034816.000000 Penalty: 5533.882812
	Iteration 122Q: 3 clusters Score -1.303482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -13034801.000000 Penalty: 5533.882812
	Iteration 123Q: 3 clusters Score -1.30348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -13034817.000000 Penalty: 5533.882812
	Iteration 124Q: 3 clusters Score -1.303482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -13034814.000000 Penalty: 5533.882812
	Iteration 125Q: 3 clusters Score -1.303481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -13034810.000000 Penalty: 5533.882812
	Iteration 126Q: 3 clusters Score -1.303481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -13034813.000000 Penalty: 5533.882812
	Iteration 127Q: 3 clusters Score -1.303481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -13034798.000000 Penalty: 5533.882812
	Iteration 128Q: 3 clusters Score -1.30348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -13034804.000000 Penalty: 5533.882812
	Iteration 129Q: 3 clusters Score -1.30348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -13034804.000000 Penalty: 5533.882812
	Iteration 130Q: 3 clusters Score -1.30348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -13034804.000000 Penalty: 5533.882812
	Iteration 131F: 3 clusters Score -1.30348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 59392 members 
Mstep: Class 7 contains 62925 members 
Mstep: Class 8 contains 64117 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 67905 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 671 members 
Mstep: Class 13 contains 52252 members 
Mstep: Class 14 contains 4187 members 
Mstep: Class 15 contains 17257 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 52797 members 
Mstep: Class 20 contains 56585 members 
Mstep: Class 21 contains 71535 members 
Mstep: Class 22 contains 78828 members 
Entering Unmasked Estep 
Score: -110023248.000000 Penalty: 69313.484375
Splitting cluster 18 changes total score from -110013920.000000 to -110023248.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 20 (56585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Entering Unmasked Estep 
Score: -10492236.000000 Penalty: 2713.987793
	Iteration 0F: 2 clusters Score -1.049224e+07 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 28147 members 
Entering Unmasked Estep 
Score: -10461073.000000 Penalty: 5427.975586
	Iteration 0F: 3 clusters Score -1.046107e+07 nChanged 26284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -10475710.000000 Penalty: 5427.975586
	Iteration 1F: 3 clusters Score -1.047571e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -10476523.000000 Penalty: 5427.975586
	Iteration 2Q: 3 clusters Score -1.047652e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -10477474.000000 Penalty: 5427.975586
	Iteration 3Q: 3 clusters Score -1.047747e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -10478716.000000 Penalty: 5427.975586
	Iteration 4Q: 3 clusters Score -1.047872e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -10480329.000000 Penalty: 5427.975586
	Iteration 5F: 3 clusters Score -1.048033e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -10482550.000000 Penalty: 5427.975586
	Iteration 6F: 3 clusters Score -1.048255e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -10485019.000000 Penalty: 5427.975586
	Iteration 7F: 3 clusters Score -1.048502e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -10487493.000000 Penalty: 5427.975586
	Iteration 8F: 3 clusters Score -1.048749e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -10489317.000000 Penalty: 5427.975586
	Iteration 9Q: 3 clusters Score -1.048932e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -10490589.000000 Penalty: 5427.975586
	Iteration 10Q: 3 clusters Score -1.049059e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -10491185.000000 Penalty: 5427.975586
	Iteration 11Q: 3 clusters Score -1.049118e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -10491433.000000 Penalty: 5427.975586
	Iteration 12Q: 3 clusters Score -1.049143e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -10491496.000000 Penalty: 5427.975586
	Iteration 13Q: 3 clusters Score -1.04915e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -10491548.000000 Penalty: 5427.975586
	Iteration 14Q: 3 clusters Score -1.049155e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -10491493.000000 Penalty: 5427.975586
	Iteration 15Q: 3 clusters Score -1.049149e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -10491450.000000 Penalty: 5427.975586
	Iteration 16Q: 3 clusters Score -1.049145e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -10491407.000000 Penalty: 5427.975586
	Iteration 17Q: 3 clusters Score -1.049141e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -10491408.000000 Penalty: 5427.975586
	Iteration 18Q: 3 clusters Score -1.049141e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -10491403.000000 Penalty: 5427.975586
	Iteration 19Q: 3 clusters Score -1.04914e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -10491400.000000 Penalty: 5427.975586
	Iteration 20F: 3 clusters Score -1.04914e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -10491417.000000 Penalty: 5427.975586
	Iteration 21Q: 3 clusters Score -1.049142e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -10491478.000000 Penalty: 5427.975586
	Iteration 22Q: 3 clusters Score -1.049148e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -10491467.000000 Penalty: 5427.975586
	Iteration 23Q: 3 clusters Score -1.049147e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -10491471.000000 Penalty: 5427.975586
	Iteration 24Q: 3 clusters Score -1.049147e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -10491458.000000 Penalty: 5427.975586
	Iteration 25Q: 3 clusters Score -1.049146e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -10491481.000000 Penalty: 5427.975586
	Iteration 26Q: 3 clusters Score -1.049148e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -10491511.000000 Penalty: 5427.975586
	Iteration 27Q: 3 clusters Score -1.049151e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -10491525.000000 Penalty: 5427.975586
	Iteration 28Q: 3 clusters Score -1.049152e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -10491535.000000 Penalty: 5427.975586
	Iteration 29Q: 3 clusters Score -1.049154e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -10491518.000000 Penalty: 5427.975586
	Iteration 30Q: 3 clusters Score -1.049152e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -10491507.000000 Penalty: 5427.975586
	Iteration 31Q: 3 clusters Score -1.049151e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -10491530.000000 Penalty: 5427.975586
	Iteration 32Q: 3 clusters Score -1.049153e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -10491512.000000 Penalty: 5427.975586
	Iteration 33Q: 3 clusters Score -1.049151e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -10491536.000000 Penalty: 5427.975586
	Iteration 34Q: 3 clusters Score -1.049154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -10491541.000000 Penalty: 5427.975586
	Iteration 35Q: 3 clusters Score -1.049154e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -10491570.000000 Penalty: 5427.975586
	Iteration 36Q: 3 clusters Score -1.049157e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -10491578.000000 Penalty: 5427.975586
	Iteration 37Q: 3 clusters Score -1.049158e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -10491561.000000 Penalty: 5427.975586
	Iteration 38Q: 3 clusters Score -1.049156e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -10491545.000000 Penalty: 5427.975586
	Iteration 39Q: 3 clusters Score -1.049154e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -10491540.000000 Penalty: 5427.975586
	Iteration 40F: 3 clusters Score -1.049154e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -10491543.000000 Penalty: 5427.975586
	Iteration 41Q: 3 clusters Score -1.049154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -10491560.000000 Penalty: 5427.975586
	Iteration 42Q: 3 clusters Score -1.049156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -10491569.000000 Penalty: 5427.975586
	Iteration 43Q: 3 clusters Score -1.049157e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -10491585.000000 Penalty: 5427.975586
	Iteration 44Q: 3 clusters Score -1.049158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -10491580.000000 Penalty: 5427.975586
	Iteration 45Q: 3 clusters Score -1.049158e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -10491608.000000 Penalty: 5427.975586
	Iteration 46Q: 3 clusters Score -1.049161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -10491600.000000 Penalty: 5427.975586
	Iteration 47Q: 3 clusters Score -1.04916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -10491604.000000 Penalty: 5427.975586
	Iteration 48Q: 3 clusters Score -1.04916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -10491608.000000 Penalty: 5427.975586
	Iteration 49Q: 3 clusters Score -1.049161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -10491611.000000 Penalty: 5427.975586
	Iteration 50Q: 3 clusters Score -1.049161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -10491629.000000 Penalty: 5427.975586
	Iteration 51Q: 3 clusters Score -1.049163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -10491623.000000 Penalty: 5427.975586
	Iteration 52Q: 3 clusters Score -1.049162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -10491619.000000 Penalty: 5427.975586
	Iteration 53Q: 3 clusters Score -1.049162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -10491625.000000 Penalty: 5427.975586
	Iteration 54Q: 3 clusters Score -1.049162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -10491614.000000 Penalty: 5427.975586
	Iteration 55Q: 3 clusters Score -1.049161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -10491602.000000 Penalty: 5427.975586
	Iteration 56Q: 3 clusters Score -1.04916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -10491610.000000 Penalty: 5427.975586
	Iteration 57Q: 3 clusters Score -1.049161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -10491607.000000 Penalty: 5427.975586
	Iteration 58Q: 3 clusters Score -1.049161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -10491615.000000 Penalty: 5427.975586
	Iteration 59Q: 3 clusters Score -1.049162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -10491630.000000 Penalty: 5427.975586
	Iteration 60F: 3 clusters Score -1.049163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -10491630.000000 Penalty: 5427.975586
	Iteration 61Q: 3 clusters Score -1.049163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -10491617.000000 Penalty: 5427.975586
	Iteration 62Q: 3 clusters Score -1.049162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -10491615.000000 Penalty: 5427.975586
	Iteration 63Q: 3 clusters Score -1.049162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -10491607.000000 Penalty: 5427.975586
	Iteration 64Q: 3 clusters Score -1.049161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -10491593.000000 Penalty: 5427.975586
	Iteration 65Q: 3 clusters Score -1.049159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -10491592.000000 Penalty: 5427.975586
	Iteration 66Q: 3 clusters Score -1.049159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -10491589.000000 Penalty: 5427.975586
	Iteration 67Q: 3 clusters Score -1.049159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -10491586.000000 Penalty: 5427.975586
	Iteration 68Q: 3 clusters Score -1.049159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -10491587.000000 Penalty: 5427.975586
	Iteration 69Q: 3 clusters Score -1.049159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -10491565.000000 Penalty: 5427.975586
	Iteration 70Q: 3 clusters Score -1.049156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -10491569.000000 Penalty: 5427.975586
	Iteration 71Q: 3 clusters Score -1.049157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -10491578.000000 Penalty: 5427.975586
	Iteration 72Q: 3 clusters Score -1.049158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -10491573.000000 Penalty: 5427.975586
	Iteration 73Q: 3 clusters Score -1.049157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -10491579.000000 Penalty: 5427.975586
	Iteration 74Q: 3 clusters Score -1.049158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -10491573.000000 Penalty: 5427.975586
	Iteration 75Q: 3 clusters Score -1.049157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -10491579.000000 Penalty: 5427.975586
	Iteration 76Q: 3 clusters Score -1.049158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -10491565.000000 Penalty: 5427.975586
	Iteration 77Q: 3 clusters Score -1.049156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -10491563.000000 Penalty: 5427.975586
	Iteration 78Q: 3 clusters Score -1.049156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -10491577.000000 Penalty: 5427.975586
	Iteration 79Q: 3 clusters Score -1.049158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -10491584.000000 Penalty: 5427.975586
	Iteration 80F: 3 clusters Score -1.049158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -10491581.000000 Penalty: 5427.975586
	Iteration 81Q: 3 clusters Score -1.049158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -10491577.000000 Penalty: 5427.975586
	Iteration 82Q: 3 clusters Score -1.049158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10491583.000000 Penalty: 5427.975586
	Iteration 83Q: 3 clusters Score -1.049158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -10491574.000000 Penalty: 5427.975586
	Iteration 84Q: 3 clusters Score -1.049157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -10491574.000000 Penalty: 5427.975586
	Iteration 85Q: 3 clusters Score -1.049157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -10491574.000000 Penalty: 5427.975586
	Iteration 86Q: 3 clusters Score -1.049157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -10491575.000000 Penalty: 5427.975586
	Iteration 87Q: 3 clusters Score -1.049158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -10491571.000000 Penalty: 5427.975586
	Iteration 88Q: 3 clusters Score -1.049157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -10491563.000000 Penalty: 5427.975586
	Iteration 89Q: 3 clusters Score -1.049156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -10491561.000000 Penalty: 5427.975586
	Iteration 90Q: 3 clusters Score -1.049156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -10491564.000000 Penalty: 5427.975586
	Iteration 91Q: 3 clusters Score -1.049156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -10491550.000000 Penalty: 5427.975586
	Iteration 92Q: 3 clusters Score -1.049155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -10491560.000000 Penalty: 5427.975586
	Iteration 93Q: 3 clusters Score -1.049156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -10491568.000000 Penalty: 5427.975586
	Iteration 94Q: 3 clusters Score -1.049157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -10491559.000000 Penalty: 5427.975586
	Iteration 95Q: 3 clusters Score -1.049156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -10491556.000000 Penalty: 5427.975586
	Iteration 96Q: 3 clusters Score -1.049156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -10491545.000000 Penalty: 5427.975586
	Iteration 97Q: 3 clusters Score -1.049154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -10491544.000000 Penalty: 5427.975586
	Iteration 98Q: 3 clusters Score -1.049154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -10491545.000000 Penalty: 5427.975586
	Iteration 99Q: 3 clusters Score -1.049154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -10491558.000000 Penalty: 5427.975586
	Iteration 100F: 3 clusters Score -1.049156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -10491547.000000 Penalty: 5427.975586
	Iteration 101Q: 3 clusters Score -1.049155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -10491551.000000 Penalty: 5427.975586
	Iteration 102Q: 3 clusters Score -1.049155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -10491548.000000 Penalty: 5427.975586
	Iteration 103Q: 3 clusters Score -1.049155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -10491549.000000 Penalty: 5427.975586
	Iteration 104Q: 3 clusters Score -1.049155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -10491545.000000 Penalty: 5427.975586
	Iteration 105Q: 3 clusters Score -1.049154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -10491545.000000 Penalty: 5427.975586
	Iteration 106F: 3 clusters Score -1.049154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Entering Unmasked Estep 
Score: -13207885.000000 Penalty: 2772.129639
	Iteration 0F: 2 clusters Score -1.320788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -13180680.000000 Penalty: 5544.259277
	Iteration 0F: 3 clusters Score -1.318068e+07 nChanged 33368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -13199570.000000 Penalty: 5544.259277
	Iteration 1F: 3 clusters Score -1.319957e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -13200853.000000 Penalty: 5544.259277
	Iteration 2Q: 3 clusters Score -1.320085e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -13202626.000000 Penalty: 5544.259277
	Iteration 3Q: 3 clusters Score -1.320263e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -13204953.000000 Penalty: 5544.259277
	Iteration 4F: 3 clusters Score -1.320495e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -13208142.000000 Penalty: 5544.259277
	Iteration 5F: 3 clusters Score -1.320814e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -13211694.000000 Penalty: 5544.259277
	Iteration 6F: 3 clusters Score -1.321169e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -13215677.000000 Penalty: 5544.259277
	Iteration 7F: 3 clusters Score -1.321568e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -13218695.000000 Penalty: 5544.259277
	Iteration 8F: 3 clusters Score -1.32187e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -13220173.000000 Penalty: 5544.259277
	Iteration 9Q: 3 clusters Score -1.322017e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -13220742.000000 Penalty: 5544.259277
	Iteration 10Q: 3 clusters Score -1.322074e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -13220525.000000 Penalty: 5544.259277
	Iteration 11Q: 3 clusters Score -1.322052e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -13220166.000000 Penalty: 5544.259277
	Iteration 12Q: 3 clusters Score -1.322017e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -13219640.000000 Penalty: 5544.259277
	Iteration 13Q: 3 clusters Score -1.321964e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -13219303.000000 Penalty: 5544.259277
	Iteration 14Q: 3 clusters Score -1.32193e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -13218950.000000 Penalty: 5544.259277
	Iteration 15Q: 3 clusters Score -1.321895e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -13218476.000000 Penalty: 5544.259277
	Iteration 16Q: 3 clusters Score -1.321848e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -13217981.000000 Penalty: 5544.259277
	Iteration 17Q: 3 clusters Score -1.321798e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -13217592.000000 Penalty: 5544.259277
	Iteration 18Q: 3 clusters Score -1.321759e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -13217178.000000 Penalty: 5544.259277
	Iteration 19Q: 3 clusters Score -1.321718e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -13216820.000000 Penalty: 5544.259277
	Iteration 20F: 3 clusters Score -1.321682e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -13216547.000000 Penalty: 5544.259277
	Iteration 21Q: 3 clusters Score -1.321655e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -13216177.000000 Penalty: 5544.259277
	Iteration 22Q: 3 clusters Score -1.321618e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -13215870.000000 Penalty: 5544.259277
	Iteration 23Q: 3 clusters Score -1.321587e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -13215603.000000 Penalty: 5544.259277
	Iteration 24Q: 3 clusters Score -1.32156e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -13215352.000000 Penalty: 5544.259277
	Iteration 25Q: 3 clusters Score -1.321535e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -13215165.000000 Penalty: 5544.259277
	Iteration 26Q: 3 clusters Score -1.321516e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -13214966.000000 Penalty: 5544.259277
	Iteration 27Q: 3 clusters Score -1.321497e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -13214770.000000 Penalty: 5544.259277
	Iteration 28Q: 3 clusters Score -1.321477e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -13214580.000000 Penalty: 5544.259277
	Iteration 29Q: 3 clusters Score -1.321458e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -13214363.000000 Penalty: 5544.259277
	Iteration 30Q: 3 clusters Score -1.321436e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -13214159.000000 Penalty: 5544.259277
	Iteration 31Q: 3 clusters Score -1.321416e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -13213912.000000 Penalty: 5544.259277
	Iteration 32Q: 3 clusters Score -1.321391e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -13213784.000000 Penalty: 5544.259277
	Iteration 33Q: 3 clusters Score -1.321378e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -13213595.000000 Penalty: 5544.259277
	Iteration 34Q: 3 clusters Score -1.32136e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -13213397.000000 Penalty: 5544.259277
	Iteration 35Q: 3 clusters Score -1.32134e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -13213233.000000 Penalty: 5544.259277
	Iteration 36Q: 3 clusters Score -1.321323e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -13213026.000000 Penalty: 5544.259277
	Iteration 37Q: 3 clusters Score -1.321303e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -13212844.000000 Penalty: 5544.259277
	Iteration 38Q: 3 clusters Score -1.321284e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -13212709.000000 Penalty: 5544.259277
	Iteration 39Q: 3 clusters Score -1.321271e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -13212586.000000 Penalty: 5544.259277
	Iteration 40F: 3 clusters Score -1.321259e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -13212440.000000 Penalty: 5544.259277
	Iteration 41Q: 3 clusters Score -1.321244e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -13212284.000000 Penalty: 5544.259277
	Iteration 42Q: 3 clusters Score -1.321228e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -13212131.000000 Penalty: 5544.259277
	Iteration 43Q: 3 clusters Score -1.321213e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -13212004.000000 Penalty: 5544.259277
	Iteration 44Q: 3 clusters Score -1.3212e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -13211920.000000 Penalty: 5544.259277
	Iteration 45Q: 3 clusters Score -1.321192e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -13211808.000000 Penalty: 5544.259277
	Iteration 46Q: 3 clusters Score -1.321181e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -13211751.000000 Penalty: 5544.259277
	Iteration 47Q: 3 clusters Score -1.321175e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -13211668.000000 Penalty: 5544.259277
	Iteration 48Q: 3 clusters Score -1.321167e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -13211559.000000 Penalty: 5544.259277
	Iteration 49Q: 3 clusters Score -1.321156e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -13211455.000000 Penalty: 5544.259277
	Iteration 50Q: 3 clusters Score -1.321146e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -13211402.000000 Penalty: 5544.259277
	Iteration 51Q: 3 clusters Score -1.32114e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -13211364.000000 Penalty: 5544.259277
	Iteration 52Q: 3 clusters Score -1.321136e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -13211281.000000 Penalty: 5544.259277
	Iteration 53Q: 3 clusters Score -1.321128e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -13211236.000000 Penalty: 5544.259277
	Iteration 54Q: 3 clusters Score -1.321124e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -13211164.000000 Penalty: 5544.259277
	Iteration 55Q: 3 clusters Score -1.321116e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -13211139.000000 Penalty: 5544.259277
	Iteration 56Q: 3 clusters Score -1.321114e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -13211153.000000 Penalty: 5544.259277
	Iteration 57Q: 3 clusters Score -1.321115e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 66669 members 
Entering Unmasked Estep 
Score: -13211083.000000 Penalty: 5544.259277
	Iteration 58Q: 3 clusters Score -1.321108e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 66754 members 
Entering Unmasked Estep 
Score: -13211020.000000 Penalty: 5544.259277
	Iteration 59Q: 3 clusters Score -1.321102e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -13210998.000000 Penalty: 5544.259277
	Iteration 60F: 3 clusters Score -1.3211e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -13210952.000000 Penalty: 5544.259277
	Iteration 61Q: 3 clusters Score -1.321095e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
Score: -13210904.000000 Penalty: 5544.259277
	Iteration 62Q: 3 clusters Score -1.32109e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -13210861.000000 Penalty: 5544.259277
	Iteration 63Q: 3 clusters Score -1.321086e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -13210796.000000 Penalty: 5544.259277
	Iteration 64Q: 3 clusters Score -1.32108e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -13210765.000000 Penalty: 5544.259277
	Iteration 65Q: 3 clusters Score -1.321076e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 67208 members 
Entering Unmasked Estep 
Score: -13210708.000000 Penalty: 5544.259277
	Iteration 66Q: 3 clusters Score -1.321071e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -13210649.000000 Penalty: 5544.259277
	Iteration 67Q: 3 clusters Score -1.321065e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -13210610.000000 Penalty: 5544.259277
	Iteration 68Q: 3 clusters Score -1.321061e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -13210579.000000 Penalty: 5544.259277
	Iteration 69Q: 3 clusters Score -1.321058e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -13210578.000000 Penalty: 5544.259277
	Iteration 70Q: 3 clusters Score -1.321058e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 67422 members 
Entering Unmasked Estep 
Score: -13210574.000000 Penalty: 5544.259277
	Iteration 71Q: 3 clusters Score -1.321057e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -13210550.000000 Penalty: 5544.259277
	Iteration 72Q: 3 clusters Score -1.321055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -13210556.000000 Penalty: 5544.259277
	Iteration 73Q: 3 clusters Score -1.321056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -13210561.000000 Penalty: 5544.259277
	Iteration 74Q: 3 clusters Score -1.321056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -13210551.000000 Penalty: 5544.259277
	Iteration 75Q: 3 clusters Score -1.321055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -13210562.000000 Penalty: 5544.259277
	Iteration 76Q: 3 clusters Score -1.321056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -13210538.000000 Penalty: 5544.259277
	Iteration 77Q: 3 clusters Score -1.321054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -13210510.000000 Penalty: 5544.259277
	Iteration 78Q: 3 clusters Score -1.321051e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -13210521.000000 Penalty: 5544.259277
	Iteration 79Q: 3 clusters Score -1.321052e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -13210497.000000 Penalty: 5544.259277
	Iteration 80F: 3 clusters Score -1.32105e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
Score: -13210484.000000 Penalty: 5544.259277
	Iteration 81Q: 3 clusters Score -1.321048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -13210482.000000 Penalty: 5544.259277
	Iteration 82Q: 3 clusters Score -1.321048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -13210465.000000 Penalty: 5544.259277
	Iteration 83Q: 3 clusters Score -1.321046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -13210450.000000 Penalty: 5544.259277
	Iteration 84Q: 3 clusters Score -1.321045e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -13210407.000000 Penalty: 5544.259277
	Iteration 85Q: 3 clusters Score -1.321041e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -13210384.000000 Penalty: 5544.259277
	Iteration 86Q: 3 clusters Score -1.321038e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -13210362.000000 Penalty: 5544.259277
	Iteration 87Q: 3 clusters Score -1.321036e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -13210357.000000 Penalty: 5544.259277
	Iteration 88Q: 3 clusters Score -1.321036e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -13210322.000000 Penalty: 5544.259277
	Iteration 89Q: 3 clusters Score -1.321032e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 68030 members 
Entering Unmasked Estep 
Score: -13210292.000000 Penalty: 5544.259277
	Iteration 90Q: 3 clusters Score -1.321029e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -13210259.000000 Penalty: 5544.259277
	Iteration 91Q: 3 clusters Score -1.321026e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -13210247.000000 Penalty: 5544.259277
	Iteration 92Q: 3 clusters Score -1.321025e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -13210230.000000 Penalty: 5544.259277
	Iteration 93Q: 3 clusters Score -1.321023e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -13210194.000000 Penalty: 5544.259277
	Iteration 94Q: 3 clusters Score -1.321019e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -13210179.000000 Penalty: 5544.259277
	Iteration 95Q: 3 clusters Score -1.321018e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -13210133.000000 Penalty: 5544.259277
	Iteration 96Q: 3 clusters Score -1.321013e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -13210115.000000 Penalty: 5544.259277
	Iteration 97Q: 3 clusters Score -1.321012e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -13210114.000000 Penalty: 5544.259277
	Iteration 98Q: 3 clusters Score -1.321011e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -13210086.000000 Penalty: 5544.259277
	Iteration 99Q: 3 clusters Score -1.321009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -13210076.000000 Penalty: 5544.259277
	Iteration 100F: 3 clusters Score -1.321008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -13210066.000000 Penalty: 5544.259277
	Iteration 101Q: 3 clusters Score -1.321007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -13210045.000000 Penalty: 5544.259277
	Iteration 102Q: 3 clusters Score -1.321004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 68410 members 
Entering Unmasked Estep 
Score: -13210014.000000 Penalty: 5544.259277
	Iteration 103Q: 3 clusters Score -1.321001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -13210002.000000 Penalty: 5544.259277
	Iteration 104Q: 3 clusters Score -1.321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -13209978.000000 Penalty: 5544.259277
	Iteration 105Q: 3 clusters Score -1.320998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -13209983.000000 Penalty: 5544.259277
	Iteration 106Q: 3 clusters Score -1.320998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -13209981.000000 Penalty: 5544.259277
	Iteration 107Q: 3 clusters Score -1.320998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -13209964.000000 Penalty: 5544.259277
	Iteration 108Q: 3 clusters Score -1.320996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -13209967.000000 Penalty: 5544.259277
	Iteration 109Q: 3 clusters Score -1.320997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -13209959.000000 Penalty: 5544.259277
	Iteration 110Q: 3 clusters Score -1.320996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -13209960.000000 Penalty: 5544.259277
	Iteration 111Q: 3 clusters Score -1.320996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -13209959.000000 Penalty: 5544.259277
	Iteration 112Q: 3 clusters Score -1.320996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -13209922.000000 Penalty: 5544.259277
	Iteration 113Q: 3 clusters Score -1.320992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -13209915.000000 Penalty: 5544.259277
	Iteration 114Q: 3 clusters Score -1.320992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -13209892.000000 Penalty: 5544.259277
	Iteration 115Q: 3 clusters Score -1.320989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -13209895.000000 Penalty: 5544.259277
	Iteration 116Q: 3 clusters Score -1.32099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -13209882.000000 Penalty: 5544.259277
	Iteration 117Q: 3 clusters Score -1.320988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -13209866.000000 Penalty: 5544.259277
	Iteration 118Q: 3 clusters Score -1.320987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -13209841.000000 Penalty: 5544.259277
	Iteration 119Q: 3 clusters Score -1.320984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -13209822.000000 Penalty: 5544.259277
	Iteration 120F: 3 clusters Score -1.320982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -13209776.000000 Penalty: 5544.259277
	Iteration 121Q: 3 clusters Score -1.320978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -13209778.000000 Penalty: 5544.259277
	Iteration 122Q: 3 clusters Score -1.320978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -13209772.000000 Penalty: 5544.259277
	Iteration 123Q: 3 clusters Score -1.320977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -13209769.000000 Penalty: 5544.259277
	Iteration 124Q: 3 clusters Score -1.320977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -13209762.000000 Penalty: 5544.259277
	Iteration 125Q: 3 clusters Score -1.320976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -13209753.000000 Penalty: 5544.259277
	Iteration 126Q: 3 clusters Score -1.320975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -13209731.000000 Penalty: 5544.259277
	Iteration 127Q: 3 clusters Score -1.320973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -13209729.000000 Penalty: 5544.259277
	Iteration 128Q: 3 clusters Score -1.320973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -13209715.000000 Penalty: 5544.259277
	Iteration 129Q: 3 clusters Score -1.320972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -13209701.000000 Penalty: 5544.259277
	Iteration 130Q: 3 clusters Score -1.32097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -13209695.000000 Penalty: 5544.259277
	Iteration 131Q: 3 clusters Score -1.32097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -13209699.000000 Penalty: 5544.259277
	Iteration 132Q: 3 clusters Score -1.32097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -13209677.000000 Penalty: 5544.259277
	Iteration 133Q: 3 clusters Score -1.320968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -13209672.000000 Penalty: 5544.259277
	Iteration 134Q: 3 clusters Score -1.320967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -13209667.000000 Penalty: 5544.259277
	Iteration 135Q: 3 clusters Score -1.320967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -13209655.000000 Penalty: 5544.259277
	Iteration 136Q: 3 clusters Score -1.320966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -13209650.000000 Penalty: 5544.259277
	Iteration 137Q: 3 clusters Score -1.320965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -13209640.000000 Penalty: 5544.259277
	Iteration 138Q: 3 clusters Score -1.320964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -13209640.000000 Penalty: 5544.259277
	Iteration 139Q: 3 clusters Score -1.320964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -13209614.000000 Penalty: 5544.259277
	Iteration 140F: 3 clusters Score -1.320961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -13209598.000000 Penalty: 5544.259277
	Iteration 141Q: 3 clusters Score -1.32096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -13209577.000000 Penalty: 5544.259277
	Iteration 142Q: 3 clusters Score -1.320958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -13209575.000000 Penalty: 5544.259277
	Iteration 143Q: 3 clusters Score -1.320958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -13209559.000000 Penalty: 5544.259277
	Iteration 144Q: 3 clusters Score -1.320956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -13209549.000000 Penalty: 5544.259277
	Iteration 145Q: 3 clusters Score -1.320955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -13209537.000000 Penalty: 5544.259277
	Iteration 146Q: 3 clusters Score -1.320954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -13209528.000000 Penalty: 5544.259277
	Iteration 147Q: 3 clusters Score -1.320953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -13209537.000000 Penalty: 5544.259277
	Iteration 148Q: 3 clusters Score -1.320954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -13209522.000000 Penalty: 5544.259277
	Iteration 149Q: 3 clusters Score -1.320952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -13209520.000000 Penalty: 5544.259277
	Iteration 150Q: 3 clusters Score -1.320952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -13209494.000000 Penalty: 5544.259277
	Iteration 151Q: 3 clusters Score -1.320949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -13209484.000000 Penalty: 5544.259277
	Iteration 152Q: 3 clusters Score -1.320948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -13209470.000000 Penalty: 5544.259277
	Iteration 153Q: 3 clusters Score -1.320947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -13209463.000000 Penalty: 5544.259277
	Iteration 154Q: 3 clusters Score -1.320946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -13209471.000000 Penalty: 5544.259277
	Iteration 155Q: 3 clusters Score -1.320947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -13209468.000000 Penalty: 5544.259277
	Iteration 156Q: 3 clusters Score -1.320947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -13209441.000000 Penalty: 5544.259277
	Iteration 157Q: 3 clusters Score -1.320944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -13209433.000000 Penalty: 5544.259277
	Iteration 158Q: 3 clusters Score -1.320943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -13209421.000000 Penalty: 5544.259277
	Iteration 159Q: 3 clusters Score -1.320942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -13209430.000000 Penalty: 5544.259277
	Iteration 160F: 3 clusters Score -1.320943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -13209422.000000 Penalty: 5544.259277
	Iteration 161Q: 3 clusters Score -1.320942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -13209405.000000 Penalty: 5544.259277
	Iteration 162Q: 3 clusters Score -1.32094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -13209398.000000 Penalty: 5544.259277
	Iteration 163Q: 3 clusters Score -1.32094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -13209412.000000 Penalty: 5544.259277
	Iteration 164Q: 3 clusters Score -1.320941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -13209406.000000 Penalty: 5544.259277
	Iteration 165Q: 3 clusters Score -1.320941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -13209406.000000 Penalty: 5544.259277
	Iteration 166F: 3 clusters Score -1.320941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 59392 members 
Mstep: Class 7 contains 62925 members 
Mstep: Class 8 contains 64117 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 67905 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 671 members 
Mstep: Class 13 contains 52252 members 
Mstep: Class 14 contains 4187 members 
Mstep: Class 15 contains 17257 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 52797 members 
Mstep: Class 19 contains 69045 members 
Mstep: Class 20 contains 56585 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 22 contains 78828 members 
Entering Unmasked Estep 
Score: -110023768.000000 Penalty: 72614.125000
Splitting cluster 21 changes total score from -110013920.000000 to -110023768.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 22 (78828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Entering Unmasked Estep 
Score: -14801838.000000 Penalty: 2796.205811
	Iteration 0F: 2 clusters Score -1.480184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -14782463.000000 Penalty: 5592.411621
	Iteration 0F: 3 clusters Score -1.478246e+07 nChanged 37014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -14803396.000000 Penalty: 5592.411621
	Iteration 1F: 3 clusters Score -1.48034e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -14804055.000000 Penalty: 5592.411621
	Iteration 2Q: 3 clusters Score -1.480406e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -14804814.000000 Penalty: 5592.411621
	Iteration 3Q: 3 clusters Score -1.480481e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -14805654.000000 Penalty: 5592.411621
	Iteration 4Q: 3 clusters Score -1.480565e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -14806718.000000 Penalty: 5592.411621
	Iteration 5Q: 3 clusters Score -1.480672e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -14808256.000000 Penalty: 5592.411621
	Iteration 6Q: 3 clusters Score -1.480826e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -14810468.000000 Penalty: 5592.411621
	Iteration 7Q: 3 clusters Score -1.481047e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -14813972.000000 Penalty: 5592.411621
	Iteration 8F: 3 clusters Score -1.481397e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -14818168.000000 Penalty: 5592.411621
	Iteration 9F: 3 clusters Score -1.481817e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -14821309.000000 Penalty: 5592.411621
	Iteration 10F: 3 clusters Score -1.482131e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -14822678.000000 Penalty: 5592.411621
	Iteration 11Q: 3 clusters Score -1.482268e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -14823146.000000 Penalty: 5592.411621
	Iteration 12Q: 3 clusters Score -1.482315e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -14823415.000000 Penalty: 5592.411621
	Iteration 13Q: 3 clusters Score -1.482342e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -14823519.000000 Penalty: 5592.411621
	Iteration 14Q: 3 clusters Score -1.482352e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -14823680.000000 Penalty: 5592.411621
	Iteration 15Q: 3 clusters Score -1.482368e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -14823807.000000 Penalty: 5592.411621
	Iteration 16Q: 3 clusters Score -1.482381e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -14823891.000000 Penalty: 5592.411621
	Iteration 17Q: 3 clusters Score -1.482389e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -14824009.000000 Penalty: 5592.411621
	Iteration 18Q: 3 clusters Score -1.482401e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -14824086.000000 Penalty: 5592.411621
	Iteration 19Q: 3 clusters Score -1.482409e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -14824159.000000 Penalty: 5592.411621
	Iteration 20F: 3 clusters Score -1.482416e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -14824181.000000 Penalty: 5592.411621
	Iteration 21Q: 3 clusters Score -1.482418e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -14824161.000000 Penalty: 5592.411621
	Iteration 22Q: 3 clusters Score -1.482416e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -14824113.000000 Penalty: 5592.411621
	Iteration 23Q: 3 clusters Score -1.482411e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -14824118.000000 Penalty: 5592.411621
	Iteration 24Q: 3 clusters Score -1.482412e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -14824121.000000 Penalty: 5592.411621
	Iteration 25Q: 3 clusters Score -1.482412e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -14824147.000000 Penalty: 5592.411621
	Iteration 26Q: 3 clusters Score -1.482415e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -14824142.000000 Penalty: 5592.411621
	Iteration 27Q: 3 clusters Score -1.482414e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -14824117.000000 Penalty: 5592.411621
	Iteration 28Q: 3 clusters Score -1.482412e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -14824146.000000 Penalty: 5592.411621
	Iteration 29Q: 3 clusters Score -1.482415e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -14824112.000000 Penalty: 5592.411621
	Iteration 30Q: 3 clusters Score -1.482411e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -14824161.000000 Penalty: 5592.411621
	Iteration 31Q: 3 clusters Score -1.482416e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -14824164.000000 Penalty: 5592.411621
	Iteration 32Q: 3 clusters Score -1.482416e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -14824203.000000 Penalty: 5592.411621
	Iteration 33Q: 3 clusters Score -1.48242e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -14824191.000000 Penalty: 5592.411621
	Iteration 34Q: 3 clusters Score -1.482419e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -14824170.000000 Penalty: 5592.411621
	Iteration 35Q: 3 clusters Score -1.482417e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -14824217.000000 Penalty: 5592.411621
	Iteration 36Q: 3 clusters Score -1.482422e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -14824231.000000 Penalty: 5592.411621
	Iteration 37Q: 3 clusters Score -1.482423e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -14824249.000000 Penalty: 5592.411621
	Iteration 38Q: 3 clusters Score -1.482425e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -14824314.000000 Penalty: 5592.411621
	Iteration 39Q: 3 clusters Score -1.482431e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -14824277.000000 Penalty: 5592.411621
	Iteration 40F: 3 clusters Score -1.482428e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -14824281.000000 Penalty: 5592.411621
	Iteration 41Q: 3 clusters Score -1.482428e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -14824268.000000 Penalty: 5592.411621
	Iteration 42Q: 3 clusters Score -1.482427e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -14824265.000000 Penalty: 5592.411621
	Iteration 43Q: 3 clusters Score -1.482426e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -14824282.000000 Penalty: 5592.411621
	Iteration 44Q: 3 clusters Score -1.482428e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -14824339.000000 Penalty: 5592.411621
	Iteration 45Q: 3 clusters Score -1.482434e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -14824335.000000 Penalty: 5592.411621
	Iteration 46Q: 3 clusters Score -1.482434e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -14824375.000000 Penalty: 5592.411621
	Iteration 47Q: 3 clusters Score -1.482438e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -14824386.000000 Penalty: 5592.411621
	Iteration 48Q: 3 clusters Score -1.482439e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -14824447.000000 Penalty: 5592.411621
	Iteration 49Q: 3 clusters Score -1.482445e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -14824409.000000 Penalty: 5592.411621
	Iteration 50Q: 3 clusters Score -1.482441e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -14824413.000000 Penalty: 5592.411621
	Iteration 51Q: 3 clusters Score -1.482441e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -14824442.000000 Penalty: 5592.411621
	Iteration 52Q: 3 clusters Score -1.482444e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -14824459.000000 Penalty: 5592.411621
	Iteration 53Q: 3 clusters Score -1.482446e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -14824481.000000 Penalty: 5592.411621
	Iteration 54Q: 3 clusters Score -1.482448e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -14824514.000000 Penalty: 5592.411621
	Iteration 55Q: 3 clusters Score -1.482451e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -14824513.000000 Penalty: 5592.411621
	Iteration 56Q: 3 clusters Score -1.482451e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -14824505.000000 Penalty: 5592.411621
	Iteration 57Q: 3 clusters Score -1.48245e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -14824518.000000 Penalty: 5592.411621
	Iteration 58Q: 3 clusters Score -1.482452e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -14824512.000000 Penalty: 5592.411621
	Iteration 59Q: 3 clusters Score -1.482451e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -14824559.000000 Penalty: 5592.411621
	Iteration 60F: 3 clusters Score -1.482456e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -14824572.000000 Penalty: 5592.411621
	Iteration 61Q: 3 clusters Score -1.482457e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -14824587.000000 Penalty: 5592.411621
	Iteration 62Q: 3 clusters Score -1.482459e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -14824614.000000 Penalty: 5592.411621
	Iteration 63Q: 3 clusters Score -1.482461e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -14824583.000000 Penalty: 5592.411621
	Iteration 64Q: 3 clusters Score -1.482458e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -14824577.000000 Penalty: 5592.411621
	Iteration 65Q: 3 clusters Score -1.482458e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -14824598.000000 Penalty: 5592.411621
	Iteration 66Q: 3 clusters Score -1.48246e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -14824600.000000 Penalty: 5592.411621
	Iteration 67Q: 3 clusters Score -1.48246e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -14824627.000000 Penalty: 5592.411621
	Iteration 68Q: 3 clusters Score -1.482463e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -14824613.000000 Penalty: 5592.411621
	Iteration 69Q: 3 clusters Score -1.482461e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -14824629.000000 Penalty: 5592.411621
	Iteration 70Q: 3 clusters Score -1.482463e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -14824633.000000 Penalty: 5592.411621
	Iteration 71Q: 3 clusters Score -1.482463e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -14824634.000000 Penalty: 5592.411621
	Iteration 72Q: 3 clusters Score -1.482463e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -14824650.000000 Penalty: 5592.411621
	Iteration 73Q: 3 clusters Score -1.482465e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -14824653.000000 Penalty: 5592.411621
	Iteration 74Q: 3 clusters Score -1.482465e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -14824661.000000 Penalty: 5592.411621
	Iteration 75Q: 3 clusters Score -1.482466e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -14824646.000000 Penalty: 5592.411621
	Iteration 76Q: 3 clusters Score -1.482465e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -14824653.000000 Penalty: 5592.411621
	Iteration 77Q: 3 clusters Score -1.482465e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -14824682.000000 Penalty: 5592.411621
	Iteration 78Q: 3 clusters Score -1.482468e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -14824652.000000 Penalty: 5592.411621
	Iteration 79Q: 3 clusters Score -1.482465e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -14824670.000000 Penalty: 5592.411621
	Iteration 80F: 3 clusters Score -1.482467e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -14824667.000000 Penalty: 5592.411621
	Iteration 81Q: 3 clusters Score -1.482467e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -14824676.000000 Penalty: 5592.411621
	Iteration 82Q: 3 clusters Score -1.482468e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -14824653.000000 Penalty: 5592.411621
	Iteration 83Q: 3 clusters Score -1.482465e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -14824681.000000 Penalty: 5592.411621
	Iteration 84Q: 3 clusters Score -1.482468e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -14824673.000000 Penalty: 5592.411621
	Iteration 85Q: 3 clusters Score -1.482467e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -14824680.000000 Penalty: 5592.411621
	Iteration 86Q: 3 clusters Score -1.482468e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -14824704.000000 Penalty: 5592.411621
	Iteration 87Q: 3 clusters Score -1.48247e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -14824670.000000 Penalty: 5592.411621
	Iteration 88Q: 3 clusters Score -1.482467e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -14824694.000000 Penalty: 5592.411621
	Iteration 89Q: 3 clusters Score -1.482469e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -14824701.000000 Penalty: 5592.411621
	Iteration 90Q: 3 clusters Score -1.48247e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -14824679.000000 Penalty: 5592.411621
	Iteration 91Q: 3 clusters Score -1.482468e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -14824702.000000 Penalty: 5592.411621
	Iteration 92Q: 3 clusters Score -1.48247e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -14824691.000000 Penalty: 5592.411621
	Iteration 93Q: 3 clusters Score -1.482469e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -14824694.000000 Penalty: 5592.411621
	Iteration 94Q: 3 clusters Score -1.482469e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -14824699.000000 Penalty: 5592.411621
	Iteration 95Q: 3 clusters Score -1.48247e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -14824702.000000 Penalty: 5592.411621
	Iteration 96Q: 3 clusters Score -1.48247e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -14824712.000000 Penalty: 5592.411621
	Iteration 97Q: 3 clusters Score -1.482471e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -14824731.000000 Penalty: 5592.411621
	Iteration 98Q: 3 clusters Score -1.482473e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -14824714.000000 Penalty: 5592.411621
	Iteration 99Q: 3 clusters Score -1.482471e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -14824729.000000 Penalty: 5592.411621
	Iteration 100F: 3 clusters Score -1.482473e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -14824712.000000 Penalty: 5592.411621
	Iteration 101Q: 3 clusters Score -1.482471e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -14824703.000000 Penalty: 5592.411621
	Iteration 102Q: 3 clusters Score -1.48247e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -14824674.000000 Penalty: 5592.411621
	Iteration 103Q: 3 clusters Score -1.482467e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -14824688.000000 Penalty: 5592.411621
	Iteration 104Q: 3 clusters Score -1.482469e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -14824682.000000 Penalty: 5592.411621
	Iteration 105Q: 3 clusters Score -1.482468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -14824665.000000 Penalty: 5592.411621
	Iteration 106Q: 3 clusters Score -1.482466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -14824645.000000 Penalty: 5592.411621
	Iteration 107Q: 3 clusters Score -1.482464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -14824674.000000 Penalty: 5592.411621
	Iteration 108Q: 3 clusters Score -1.482467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -14824681.000000 Penalty: 5592.411621
	Iteration 109Q: 3 clusters Score -1.482468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -14824689.000000 Penalty: 5592.411621
	Iteration 110Q: 3 clusters Score -1.482469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -14824693.000000 Penalty: 5592.411621
	Iteration 111Q: 3 clusters Score -1.482469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -14824691.000000 Penalty: 5592.411621
	Iteration 112Q: 3 clusters Score -1.482469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -14824690.000000 Penalty: 5592.411621
	Iteration 113Q: 3 clusters Score -1.482469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -14824691.000000 Penalty: 5592.411621
	Iteration 114Q: 3 clusters Score -1.482469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -14824699.000000 Penalty: 5592.411621
	Iteration 115Q: 3 clusters Score -1.48247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -14824700.000000 Penalty: 5592.411621
	Iteration 116Q: 3 clusters Score -1.48247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -14824706.000000 Penalty: 5592.411621
	Iteration 117Q: 3 clusters Score -1.482471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -14824719.000000 Penalty: 5592.411621
	Iteration 118Q: 3 clusters Score -1.482472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -14824710.000000 Penalty: 5592.411621
	Iteration 119Q: 3 clusters Score -1.482471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -14824709.000000 Penalty: 5592.411621
	Iteration 120F: 3 clusters Score -1.482471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -14824713.000000 Penalty: 5592.411621
	Iteration 121Q: 3 clusters Score -1.482471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -14824719.000000 Penalty: 5592.411621
	Iteration 122Q: 3 clusters Score -1.482472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -14824722.000000 Penalty: 5592.411621
	Iteration 123Q: 3 clusters Score -1.482472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -14824724.000000 Penalty: 5592.411621
	Iteration 124Q: 3 clusters Score -1.482472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -14824721.000000 Penalty: 5592.411621
	Iteration 125Q: 3 clusters Score -1.482472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -14824721.000000 Penalty: 5592.411621
	Iteration 126Q: 3 clusters Score -1.482472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -14824720.000000 Penalty: 5592.411621
	Iteration 127Q: 3 clusters Score -1.482472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -14824717.000000 Penalty: 5592.411621
	Iteration 128Q: 3 clusters Score -1.482472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -14824717.000000 Penalty: 5592.411621
	Iteration 129Q: 3 clusters Score -1.482472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -14824716.000000 Penalty: 5592.411621
	Iteration 130Q: 3 clusters Score -1.482472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -14824720.000000 Penalty: 5592.411621
	Iteration 131Q: 3 clusters Score -1.482472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -14824726.000000 Penalty: 5592.411621
	Iteration 132Q: 3 clusters Score -1.482473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -14824733.000000 Penalty: 5592.411621
	Iteration 133Q: 3 clusters Score -1.482473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -14824745.000000 Penalty: 5592.411621
	Iteration 134Q: 3 clusters Score -1.482474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -14824730.000000 Penalty: 5592.411621
	Iteration 135Q: 3 clusters Score -1.482473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -14824731.000000 Penalty: 5592.411621
	Iteration 136Q: 3 clusters Score -1.482473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -14824714.000000 Penalty: 5592.411621
	Iteration 137Q: 3 clusters Score -1.482471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -14824713.000000 Penalty: 5592.411621
	Iteration 138Q: 3 clusters Score -1.482471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -14824720.000000 Penalty: 5592.411621
	Iteration 139Q: 3 clusters Score -1.482472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -14824718.000000 Penalty: 5592.411621
	Iteration 140F: 3 clusters Score -1.482472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -14824724.000000 Penalty: 5592.411621
	Iteration 141Q: 3 clusters Score -1.482472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -14824714.000000 Penalty: 5592.411621
	Iteration 142Q: 3 clusters Score -1.482471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -14824719.000000 Penalty: 5592.411621
	Iteration 143Q: 3 clusters Score -1.482472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -14824723.000000 Penalty: 5592.411621
	Iteration 144Q: 3 clusters Score -1.482472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -14824722.000000 Penalty: 5592.411621
	Iteration 145Q: 3 clusters Score -1.482472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -14824701.000000 Penalty: 5592.411621
	Iteration 146Q: 3 clusters Score -1.48247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -14824693.000000 Penalty: 5592.411621
	Iteration 147Q: 3 clusters Score -1.482469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -14824698.000000 Penalty: 5592.411621
	Iteration 148Q: 3 clusters Score -1.48247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -14824669.000000 Penalty: 5592.411621
	Iteration 149Q: 3 clusters Score -1.482467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -14824670.000000 Penalty: 5592.411621
	Iteration 150Q: 3 clusters Score -1.482467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -14824666.000000 Penalty: 5592.411621
	Iteration 151Q: 3 clusters Score -1.482467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -14824663.000000 Penalty: 5592.411621
	Iteration 152Q: 3 clusters Score -1.482466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -14824672.000000 Penalty: 5592.411621
	Iteration 153Q: 3 clusters Score -1.482467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -14824672.000000 Penalty: 5592.411621
	Iteration 154F: 3 clusters Score -1.482467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 59392 members 
Mstep: Class 7 contains 62925 members 
Mstep: Class 8 contains 64117 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 67905 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 671 members 
Mstep: Class 13 contains 52252 members 
Mstep: Class 14 contains 4187 members 
Mstep: Class 15 contains 17257 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 52797 members 
Mstep: Class 19 contains 69045 members 
Mstep: Class 20 contains 56585 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 22 contains 38051 members 
Mstep: Class 23 contains 40777 members 
Entering Unmasked Estep 
Score: -110046992.000000 Penalty: 75914.765625
Splitting cluster 22 changes total score from -110013920.000000 to -110046992.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 7 contains 62925 members 
Mstep: Class 8 contains 64117 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 67905 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 13 contains 52252 members 
Mstep: Class 14 contains 4187 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 52797 members 
Mstep: Class 20 contains 56585 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 22 contains 38051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110056632.000000 Penalty: 75914.765625
Iteration 39Q: 24 clusters Score -1.100566e+08 nChanged 25904
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 6381 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 61568 members 
Mstep: Class 7 contains 63849 members 
Mstep: Class 8 contains 62895 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 68487 members 
Mstep: Class 11 contains 1973 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 50298 members 
Mstep: Class 14 contains 4570 members 
Mstep: Class 15 contains 17297 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 55535 members 
Mstep: Class 19 contains 63990 members 
Mstep: Class 20 contains 54523 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 41876 members 
Mstep: Class 23 contains 40555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110069504.000000 Penalty: 75914.765625
Iteration 40F: 24 clusters Score -1.100695e+08 nChanged 27474
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 6493 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 65525 members 
Mstep: Class 7 contains 62830 members 
Mstep: Class 8 contains 59864 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 65920 members 
Mstep: Class 11 contains 2049 members 
Mstep: Class 12 contains 682 members 
Mstep: Class 13 contains 48236 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 18087 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 55455 members 
Mstep: Class 19 contains 60305 members 
Mstep: Class 20 contains 51124 members 
Mstep: Class 21 contains 2485 members 
Mstep: Class 22 contains 44791 members 
Mstep: Class 23 contains 48582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110080744.000000 Penalty: 75914.765625
Iteration 41Q: 24 clusters Score -1.100807e+08 nChanged 22950
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 6552 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 68692 members 
Mstep: Class 7 contains 61219 members 
Mstep: Class 8 contains 57252 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 63980 members 
Mstep: Class 11 contains 2116 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 13 contains 47126 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 18735 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 54874 members 
Mstep: Class 19 contains 56828 members 
Mstep: Class 20 contains 48377 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 47827 members 
Mstep: Class 23 contains 55589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110090640.000000 Penalty: 75914.765625
Iteration 42Q: 24 clusters Score -1.100906e+08 nChanged 23138
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 6533 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 71229 members 
Mstep: Class 7 contains 58895 members 
Mstep: Class 8 contains 54537 members 
Mstep: Class 9 contains 1497 members 
Mstep: Class 10 contains 62302 members 
Mstep: Class 11 contains 2139 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 13 contains 46503 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 19353 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 54070 members 
Mstep: Class 19 contains 54481 members 
Mstep: Class 20 contains 45969 members 
Mstep: Class 21 contains 2402 members 
Mstep: Class 22 contains 51155 members 
Mstep: Class 23 contains 61799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110095776.000000 Penalty: 75914.765625
Iteration 43Q: 24 clusters Score -1.100958e+08 nChanged 23344
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 6430 members 
Mstep: Class 5 contains 532 members 
Mstep: Class 6 contains 73259 members 
Mstep: Class 7 contains 56795 members 
Mstep: Class 8 contains 52324 members 
Mstep: Class 9 contains 1469 members 
Mstep: Class 10 contains 60153 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 13 contains 46307 members 
Mstep: Class 14 contains 5723 members 
Mstep: Class 15 contains 19963 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 731 members 
Mstep: Class 18 contains 53530 members 
Mstep: Class 19 contains 52517 members 
Mstep: Class 20 contains 44985 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 54438 members 
Mstep: Class 23 contains 65873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110096872.000000 Penalty: 75914.765625
Iteration 44Q: 24 clusters Score -1.100969e+08 nChanged 21972
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 74876 members 
Mstep: Class 7 contains 55500 members 
Mstep: Class 8 contains 51005 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 57790 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 681 members 
Mstep: Class 13 contains 46341 members 
Mstep: Class 14 contains 6089 members 
Mstep: Class 15 contains 20529 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 719 members 
Mstep: Class 18 contains 53294 members 
Mstep: Class 19 contains 50426 members 
Mstep: Class 20 contains 44857 members 
Mstep: Class 21 contains 2224 members 
Mstep: Class 22 contains 56551 members 
Mstep: Class 23 contains 68841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110098216.000000 Penalty: 75914.765625
Iteration 45Q: 24 clusters Score -1.100982e+08 nChanged 18104
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 527 members 
Mstep: Class 6 contains 76206 members 
Mstep: Class 7 contains 54625 members 
Mstep: Class 8 contains 50440 members 
Mstep: Class 9 contains 1408 members 
Mstep: Class 10 contains 56611 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 46205 members 
Mstep: Class 14 contains 6479 members 
Mstep: Class 15 contains 21121 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 708 members 
Mstep: Class 18 contains 53083 members 
Mstep: Class 19 contains 48934 members 
Mstep: Class 20 contains 45379 members 
Mstep: Class 21 contains 2117 members 
Mstep: Class 22 contains 56943 members 
Mstep: Class 23 contains 70292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110098752.000000 Penalty: 75914.765625
Iteration 46Q: 24 clusters Score -1.100988e+08 nChanged 15377
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 6155 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 77198 members 
Mstep: Class 7 contains 54023 members 
Mstep: Class 8 contains 50502 members 
Mstep: Class 9 contains 1391 members 
Mstep: Class 10 contains 55854 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 682 members 
Mstep: Class 13 contains 46135 members 
Mstep: Class 14 contains 6838 members 
Mstep: Class 15 contains 21759 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 699 members 
Mstep: Class 18 contains 52837 members 
Mstep: Class 19 contains 48229 members 
Mstep: Class 20 contains 46506 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 56091 members 
Mstep: Class 23 contains 70546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110099704.000000 Penalty: 75914.765625
Iteration 47Q: 24 clusters Score -1.100997e+08 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 78035 members 
Mstep: Class 7 contains 53612 members 
Mstep: Class 8 contains 50673 members 
Mstep: Class 9 contains 1378 members 
Mstep: Class 10 contains 55091 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 46025 members 
Mstep: Class 14 contains 7243 members 
Mstep: Class 15 contains 22402 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 696 members 
Mstep: Class 18 contains 52490 members 
Mstep: Class 19 contains 47906 members 
Mstep: Class 20 contains 47588 members 
Mstep: Class 21 contains 1939 members 
Mstep: Class 22 contains 55071 members 
Mstep: Class 23 contains 70520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110100520.000000 Penalty: 75914.765625
Iteration 48Q: 24 clusters Score -1.101005e+08 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 509 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 6042 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 78868 members 
Mstep: Class 7 contains 53364 members 
Mstep: Class 8 contains 50829 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 10 contains 54326 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 13 contains 45952 members 
Mstep: Class 14 contains 7607 members 
Mstep: Class 15 contains 23020 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 696 members 
Mstep: Class 18 contains 52058 members 
Mstep: Class 19 contains 47706 members 
Mstep: Class 20 contains 48387 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 54223 members 
Mstep: Class 23 contains 70446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110102728.000000 Penalty: 75914.765625
Iteration 49Q: 24 clusters Score -1.101027e+08 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 510 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 79681 members 
Mstep: Class 7 contains 53186 members 
Mstep: Class 8 contains 50943 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 53721 members 
Mstep: Class 11 contains 2197 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 13 contains 45887 members 
Mstep: Class 14 contains 7975 members 
Mstep: Class 15 contains 23651 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 51560 members 
Mstep: Class 19 contains 47608 members 
Mstep: Class 20 contains 48883 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 53603 members 
Mstep: Class 23 contains 70227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110103488.000000 Penalty: 75914.765625
Iteration 50Q: 24 clusters Score -1.101035e+08 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 514 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 5970 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 80449 members 
Mstep: Class 7 contains 53033 members 
Mstep: Class 8 contains 50970 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 53146 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 13 contains 45801 members 
Mstep: Class 14 contains 8314 members 
Mstep: Class 15 contains 24260 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 696 members 
Mstep: Class 18 contains 51060 members 
Mstep: Class 19 contains 47548 members 
Mstep: Class 20 contains 49237 members 
Mstep: Class 21 contains 1732 members 
Mstep: Class 22 contains 53155 members 
Mstep: Class 23 contains 70045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110104504.000000 Penalty: 75914.765625
Iteration 51Q: 24 clusters Score -1.101045e+08 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 517 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 5953 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 81086 members 
Mstep: Class 7 contains 52924 members 
Mstep: Class 8 contains 50902 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 52578 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 13 contains 45697 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 24920 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 696 members 
Mstep: Class 18 contains 50696 members 
Mstep: Class 19 contains 47478 members 
Mstep: Class 20 contains 49458 members 
Mstep: Class 21 contains 1664 members 
Mstep: Class 22 contains 52818 members 
Mstep: Class 23 contains 69904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110105320.000000 Penalty: 75914.765625
Iteration 52Q: 24 clusters Score -1.101053e+08 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 5944 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 81651 members 
Mstep: Class 7 contains 52829 members 
Mstep: Class 8 contains 50819 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 52118 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 13 contains 45584 members 
Mstep: Class 14 contains 8940 members 
Mstep: Class 15 contains 25606 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 50323 members 
Mstep: Class 19 contains 47468 members 
Mstep: Class 20 contains 49613 members 
Mstep: Class 21 contains 1596 members 
Mstep: Class 22 contains 52505 members 
Mstep: Class 23 contains 69722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3285.505615 but Gain 3300.640625
Score: -110105640.000000 Penalty: 72614.125000
Iteration 53Q: 23 clusters Score -1.101056e+08 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 82314 members 
Mstep: Class 7 contains 52758 members 
Mstep: Class 8 contains 50716 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 51661 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 13 contains 45433 members 
Mstep: Class 14 contains 9244 members 
Mstep: Class 15 contains 26401 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 50017 members 
Mstep: Class 19 contains 48681 members 
Mstep: Class 20 contains 49641 members 
Mstep: Class 22 contains 52285 members 
Mstep: Class 23 contains 69608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110107720.000000 Penalty: 72614.125000
Iteration 54Q: 23 clusters Score -1.101077e+08 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 5952 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 82531 members 
Mstep: Class 7 contains 52793 members 
Mstep: Class 8 contains 50661 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 51467 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 13 contains 45361 members 
Mstep: Class 14 contains 9525 members 
Mstep: Class 15 contains 27163 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 49746 members 
Mstep: Class 19 contains 48226 members 
Mstep: Class 20 contains 49649 members 
Mstep: Class 22 contains 52135 members 
Mstep: Class 23 contains 69466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110108432.000000 Penalty: 72614.125000
Iteration 55Q: 23 clusters Score -1.101084e+08 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 5975 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 82645 members 
Mstep: Class 7 contains 52825 members 
Mstep: Class 8 contains 50601 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 51268 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 13 contains 45239 members 
Mstep: Class 14 contains 9798 members 
Mstep: Class 15 contains 27973 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 49593 members 
Mstep: Class 19 contains 47850 members 
Mstep: Class 20 contains 49643 members 
Mstep: Class 22 contains 52020 members 
Mstep: Class 23 contains 69227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110109224.000000 Penalty: 72614.125000
Iteration 56Q: 23 clusters Score -1.101092e+08 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 5989 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 82667 members 
Mstep: Class 7 contains 52808 members 
Mstep: Class 8 contains 50517 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 51140 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 13 contains 45041 members 
Mstep: Class 14 contains 10010 members 
Mstep: Class 15 contains 28826 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 49410 members 
Mstep: Class 19 contains 47684 members 
Mstep: Class 20 contains 49561 members 
Mstep: Class 22 contains 51957 members 
Mstep: Class 23 contains 69031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110109904.000000 Penalty: 72614.125000
Iteration 57Q: 23 clusters Score -1.101099e+08 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 82503 members 
Mstep: Class 7 contains 52736 members 
Mstep: Class 8 contains 50401 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 51075 members 
Mstep: Class 11 contains 2309 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 13 contains 44980 members 
Mstep: Class 14 contains 10198 members 
Mstep: Class 15 contains 29696 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 49283 members 
Mstep: Class 19 contains 47558 members 
Mstep: Class 20 contains 49437 members 
Mstep: Class 22 contains 51883 members 
Mstep: Class 23 contains 68852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110110320.000000 Penalty: 72614.125000
Iteration 58Q: 23 clusters Score -1.101103e+08 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 6058 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 82139 members 
Mstep: Class 7 contains 52658 members 
Mstep: Class 8 contains 50256 members 
Mstep: Class 9 contains 1348 members 
Mstep: Class 10 contains 51014 members 
Mstep: Class 11 contains 2325 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 13 contains 44954 members 
Mstep: Class 14 contains 10387 members 
Mstep: Class 15 contains 30646 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 49101 members 
Mstep: Class 19 contains 47510 members 
Mstep: Class 20 contains 49347 members 
Mstep: Class 22 contains 51898 members 
Mstep: Class 23 contains 68637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110111240.000000 Penalty: 72614.125000
Iteration 59Q: 23 clusters Score -1.101112e+08 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 6090 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 81624 members 
Mstep: Class 7 contains 52627 members 
Mstep: Class 8 contains 50114 members 
Mstep: Class 9 contains 1348 members 
Mstep: Class 10 contains 50994 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 13 contains 44944 members 
Mstep: Class 14 contains 10563 members 
Mstep: Class 15 contains 31587 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 48886 members 
Mstep: Class 19 contains 47516 members 
Mstep: Class 20 contains 49317 members 
Mstep: Class 22 contains 51879 members 
Mstep: Class 23 contains 68454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110112536.000000 Penalty: 72614.125000
Iteration 60F: 23 clusters Score -1.101125e+08 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 483 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 6124 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 80909 members 
Mstep: Class 7 contains 52504 members 
Mstep: Class 8 contains 49740 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 50815 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 13 contains 44911 members 
Mstep: Class 14 contains 10780 members 
Mstep: Class 15 contains 32623 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 48631 members 
Mstep: Class 19 contains 47572 members 
Mstep: Class 20 contains 49243 members 
Mstep: Class 22 contains 52275 members 
Mstep: Class 23 contains 68460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110112872.000000 Penalty: 72614.125000
Iteration 61Q: 23 clusters Score -1.101129e+08 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6177 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 80151 members 
Mstep: Class 7 contains 52465 members 
Mstep: Class 8 contains 49539 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 50819 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44894 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 33665 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 48431 members 
Mstep: Class 19 contains 47625 members 
Mstep: Class 20 contains 49245 members 
Mstep: Class 22 contains 52283 members 
Mstep: Class 23 contains 68300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110113264.000000 Penalty: 72614.125000
Iteration 62Q: 23 clusters Score -1.101133e+08 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6221 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 79409 members 
Mstep: Class 7 contains 52460 members 
Mstep: Class 8 contains 49486 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 50863 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 44834 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 34673 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 48341 members 
Mstep: Class 19 contains 47575 members 
Mstep: Class 20 contains 49345 members 
Mstep: Class 22 contains 52144 members 
Mstep: Class 23 contains 68043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110113880.000000 Penalty: 72614.125000
Iteration 63Q: 23 clusters Score -1.101139e+08 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6255 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 78565 members 
Mstep: Class 7 contains 52454 members 
Mstep: Class 8 contains 49489 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 50897 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 44857 members 
Mstep: Class 14 contains 11385 members 
Mstep: Class 15 contains 35658 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 48262 members 
Mstep: Class 19 contains 47497 members 
Mstep: Class 20 contains 49467 members 
Mstep: Class 22 contains 52000 members 
Mstep: Class 23 contains 67766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110114552.000000 Penalty: 72614.125000
Iteration 64Q: 23 clusters Score -1.101146e+08 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6296 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 77589 members 
Mstep: Class 7 contains 52551 members 
Mstep: Class 8 contains 49510 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 50932 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 44871 members 
Mstep: Class 14 contains 11646 members 
Mstep: Class 15 contains 36692 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 48080 members 
Mstep: Class 19 contains 47458 members 
Mstep: Class 20 contains 49525 members 
Mstep: Class 22 contains 51895 members 
Mstep: Class 23 contains 67487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110114536.000000 Penalty: 72614.125000
Iteration 65Q: 23 clusters Score -1.101145e+08 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 76596 members 
Mstep: Class 7 contains 52540 members 
Mstep: Class 8 contains 49557 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 50999 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 44973 members 
Mstep: Class 14 contains 11912 members 
Mstep: Class 15 contains 37727 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 47981 members 
Mstep: Class 19 contains 47486 members 
Mstep: Class 20 contains 49500 members 
Mstep: Class 22 contains 51764 members 
Mstep: Class 23 contains 67145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110115104.000000 Penalty: 72614.125000
Iteration 66Q: 23 clusters Score -1.101151e+08 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 75670 members 
Mstep: Class 7 contains 52564 members 
Mstep: Class 8 contains 49526 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 51090 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 45049 members 
Mstep: Class 14 contains 12222 members 
Mstep: Class 15 contains 38726 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 47859 members 
Mstep: Class 19 contains 47501 members 
Mstep: Class 20 contains 49469 members 
Mstep: Class 22 contains 51608 members 
Mstep: Class 23 contains 66832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110115848.000000 Penalty: 72614.125000
Iteration 67Q: 23 clusters Score -1.101158e+08 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6517 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 74761 members 
Mstep: Class 7 contains 52537 members 
Mstep: Class 8 contains 49524 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 51068 members 
Mstep: Class 11 contains 2473 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 45124 members 
Mstep: Class 14 contains 12577 members 
Mstep: Class 15 contains 39657 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 47847 members 
Mstep: Class 19 contains 47476 members 
Mstep: Class 20 contains 49502 members 
Mstep: Class 22 contains 51435 members 
Mstep: Class 23 contains 66523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110116648.000000 Penalty: 72614.125000
Iteration 68Q: 23 clusters Score -1.101166e+08 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6587 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 73788 members 
Mstep: Class 7 contains 52495 members 
Mstep: Class 8 contains 49481 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 51170 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 45221 members 
Mstep: Class 14 contains 13044 members 
Mstep: Class 15 contains 40656 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 47740 members 
Mstep: Class 19 contains 47500 members 
Mstep: Class 20 contains 49479 members 
Mstep: Class 22 contains 51253 members 
Mstep: Class 23 contains 66157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110117936.000000 Penalty: 72614.125000
Iteration 69Q: 23 clusters Score -1.101179e+08 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6664 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 72735 members 
Mstep: Class 7 contains 52469 members 
Mstep: Class 8 contains 49487 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 51247 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 45366 members 
Mstep: Class 14 contains 13600 members 
Mstep: Class 15 contains 41628 members 
Mstep: Class 16 contains 943 members 
Mstep: Class 17 contains 674 members 
Mstep: Class 18 contains 47678 members 
Mstep: Class 19 contains 47521 members 
Mstep: Class 20 contains 49414 members 
Mstep: Class 22 contains 51054 members 
Mstep: Class 23 contains 65731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110119272.000000 Penalty: 72614.125000
Iteration 70Q: 23 clusters Score -1.101193e+08 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6735 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 71657 members 
Mstep: Class 7 contains 52394 members 
Mstep: Class 8 contains 49422 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51352 members 
Mstep: Class 11 contains 2406 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 45531 members 
Mstep: Class 14 contains 14234 members 
Mstep: Class 15 contains 42661 members 
Mstep: Class 16 contains 943 members 
Mstep: Class 17 contains 671 members 
Mstep: Class 18 contains 47640 members 
Mstep: Class 19 contains 47559 members 
Mstep: Class 20 contains 49244 members 
Mstep: Class 22 contains 50841 members 
Mstep: Class 23 contains 65373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110120464.000000 Penalty: 72614.125000
Iteration 71Q: 23 clusters Score -1.101205e+08 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6815 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 70562 members 
Mstep: Class 7 contains 52319 members 
Mstep: Class 8 contains 49431 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 51429 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 45608 members 
Mstep: Class 14 contains 15017 members 
Mstep: Class 15 contains 43649 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 47682 members 
Mstep: Class 19 contains 47511 members 
Mstep: Class 20 contains 49087 members 
Mstep: Class 22 contains 50619 members 
Mstep: Class 23 contains 64971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110121808.000000 Penalty: 72614.125000
Iteration 72Q: 23 clusters Score -1.101218e+08 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6899 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 69473 members 
Mstep: Class 7 contains 52234 members 
Mstep: Class 8 contains 49427 members 
Mstep: Class 9 contains 1251 members 
Mstep: Class 10 contains 51588 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 45718 members 
Mstep: Class 14 contains 15860 members 
Mstep: Class 15 contains 44573 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 670 members 
Mstep: Class 18 contains 47734 members 
Mstep: Class 19 contains 47401 members 
Mstep: Class 20 contains 48941 members 
Mstep: Class 22 contains 50342 members 
Mstep: Class 23 contains 64570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110122816.000000 Penalty: 72614.125000
Iteration 73Q: 23 clusters Score -1.101228e+08 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6966 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 68345 members 
Mstep: Class 7 contains 52108 members 
Mstep: Class 8 contains 49354 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 51700 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 45841 members 
Mstep: Class 14 contains 16833 members 
Mstep: Class 15 contains 45360 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 669 members 
Mstep: Class 18 contains 47864 members 
Mstep: Class 19 contains 47365 members 
Mstep: Class 20 contains 48908 members 
Mstep: Class 22 contains 50048 members 
Mstep: Class 23 contains 64148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110124104.000000 Penalty: 72614.125000
Iteration 74Q: 23 clusters Score -1.101241e+08 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7026 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 67122 members 
Mstep: Class 7 contains 51979 members 
Mstep: Class 8 contains 49255 members 
Mstep: Class 9 contains 1237 members 
Mstep: Class 10 contains 51845 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 46009 members 
Mstep: Class 14 contains 17790 members 
Mstep: Class 15 contains 46006 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 669 members 
Mstep: Class 18 contains 48073 members 
Mstep: Class 19 contains 47308 members 
Mstep: Class 20 contains 48884 members 
Mstep: Class 22 contains 49845 members 
Mstep: Class 23 contains 63764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110125032.000000 Penalty: 72614.125000
Iteration 75Q: 23 clusters Score -1.10125e+08 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7079 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 65826 members 
Mstep: Class 7 contains 51863 members 
Mstep: Class 8 contains 49143 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 52044 members 
Mstep: Class 11 contains 2119 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 46202 members 
Mstep: Class 14 contains 18686 members 
Mstep: Class 15 contains 46682 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 669 members 
Mstep: Class 18 contains 48169 members 
Mstep: Class 19 contains 47279 members 
Mstep: Class 20 contains 48861 members 
Mstep: Class 22 contains 49656 members 
Mstep: Class 23 contains 63470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110125824.000000 Penalty: 72614.125000
Iteration 76Q: 23 clusters Score -1.101258e+08 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7123 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 64433 members 
Mstep: Class 7 contains 51720 members 
Mstep: Class 8 contains 49136 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 52067 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 46507 members 
Mstep: Class 14 contains 19570 members 
Mstep: Class 15 contains 47404 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48130 members 
Mstep: Class 19 contains 47292 members 
Mstep: Class 20 contains 48762 members 
Mstep: Class 22 contains 49530 members 
Mstep: Class 23 contains 63325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110126160.000000 Penalty: 72614.125000
Iteration 77Q: 23 clusters Score -1.101262e+08 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7168 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 62784 members 
Mstep: Class 7 contains 51598 members 
Mstep: Class 8 contains 49116 members 
Mstep: Class 9 contains 1224 members 
Mstep: Class 10 contains 52069 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 46952 members 
Mstep: Class 14 contains 20449 members 
Mstep: Class 15 contains 48075 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48125 members 
Mstep: Class 19 contains 47367 members 
Mstep: Class 20 contains 48705 members 
Mstep: Class 22 contains 49446 members 
Mstep: Class 23 contains 63166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110126960.000000 Penalty: 72614.125000
Iteration 78Q: 23 clusters Score -1.10127e+08 nChanged 7852
Entering ConstructFrom: 
Score: -110126960.000000 Penalty: 72614.125000
Entering ConstructFrom: 
Trying to split cluster 1 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -89649.007812 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -89649.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88084.554688 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -88084.55 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88499.343750 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -88499.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88678.296875 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -88678.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88871.000000 Penalty: 3244.350830
	Iteration 3F: 3 clusters Score -88871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89100.914062 Penalty: 3244.350830
	Iteration 4F: 3 clusters Score -89100.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89389.093750 Penalty: 3244.350830
	Iteration 5F: 3 clusters Score -89389.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89537.429688 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -89537.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89680.734375 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -89680.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89778.406250 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -89778.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89824.820312 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -89824.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89877.601562 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -89877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89934.750000 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -89934.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89998.164062 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -89998.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90095.210938 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -90095.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90161.421875 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -90161.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90186.156250 Penalty: 3244.350830
	Iteration 15Q: 3 clusters Score -90186.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90186.156250 Penalty: 3244.350830
	Iteration 16F: 3 clusters Score -90186.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 60946 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 49102 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 47525 members 
Mstep: Class 14 contains 21319 members 
Mstep: Class 15 contains 48714 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48015 members 
Mstep: Class 19 contains 47478 members 
Mstep: Class 20 contains 48736 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 49358 members 
Mstep: Class 23 contains 63106 members 
Entering Unmasked Estep 
Score: -110125720.000000 Penalty: 75914.765625
Splitting cluster 1 changes total score from -110126960.000000 to -110125720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -51447.378906 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -51447.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50089.757812 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -50089.76 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50473.773438 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -50473.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50583.195312 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -50583.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50648.136719 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -50648.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50676.019531 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -50676.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50694.187500 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -50694.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50707.300781 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -50707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50708.675781 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -50708.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50708.675781 Penalty: 3063.229980
	Iteration 8F: 3 clusters Score -50708.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -21301.232422 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -21301.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20166.267578 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -20166.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20286.494141 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -20286.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20330.978516 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -20330.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20342.259766 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -20342.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20346.939453 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -20346.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20359.283203 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -20359.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20362.404297 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -20362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20363.873047 Penalty: 2782.298096
	Iteration 7Q: 3 clusters Score -20363.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20365.822266 Penalty: 2782.298096
	Iteration 8Q: 3 clusters Score -20365.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20367.843750 Penalty: 2782.298096
	Iteration 9Q: 3 clusters Score -20367.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20367.843750 Penalty: 2782.298096
	Iteration 10F: 3 clusters Score -20367.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -1343174.500000 Penalty: 2203.486328
	Iteration 0F: 2 clusters Score -1343174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1337267.375000 Penalty: 4406.972656
	Iteration 0F: 3 clusters Score -1337267 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1338704.500000 Penalty: 4406.972656
	Iteration 1F: 3 clusters Score -1338704 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1338959.500000 Penalty: 4406.972656
	Iteration 2F: 3 clusters Score -1338960 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1339143.375000 Penalty: 4406.972656
	Iteration 3F: 3 clusters Score -1339143 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1339321.500000 Penalty: 4406.972656
	Iteration 4Q: 3 clusters Score -1339322 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1339485.250000 Penalty: 4406.972656
	Iteration 5Q: 3 clusters Score -1339485 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1339627.500000 Penalty: 4406.972656
	Iteration 6Q: 3 clusters Score -1339628 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1339761.500000 Penalty: 4406.972656
	Iteration 7Q: 3 clusters Score -1339762 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1339890.625000 Penalty: 4406.972656
	Iteration 8Q: 3 clusters Score -1339891 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1340027.375000 Penalty: 4406.972656
	Iteration 9Q: 3 clusters Score -1340027 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1340135.250000 Penalty: 4406.972656
	Iteration 10Q: 3 clusters Score -1340135 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1340216.250000 Penalty: 4406.972656
	Iteration 11Q: 3 clusters Score -1340216 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1340298.250000 Penalty: 4406.972656
	Iteration 12Q: 3 clusters Score -1340298 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1340397.125000 Penalty: 4406.972656
	Iteration 13Q: 3 clusters Score -1340397 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1340496.125000 Penalty: 4406.972656
	Iteration 14Q: 3 clusters Score -1340496 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1340576.750000 Penalty: 4406.972656
	Iteration 15Q: 3 clusters Score -1340577 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1340636.625000 Penalty: 4406.972656
	Iteration 16Q: 3 clusters Score -1340637 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1340700.500000 Penalty: 4406.972656
	Iteration 17Q: 3 clusters Score -1340700 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1340769.875000 Penalty: 4406.972656
	Iteration 18Q: 3 clusters Score -1340770 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1340850.750000 Penalty: 4406.972656
	Iteration 19Q: 3 clusters Score -1340851 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1340939.625000 Penalty: 4406.972656
	Iteration 20F: 3 clusters Score -1340940 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1341034.125000 Penalty: 4406.972656
	Iteration 21Q: 3 clusters Score -1341034 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1341110.125000 Penalty: 4406.972656
	Iteration 22Q: 3 clusters Score -1341110 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1341185.000000 Penalty: 4406.972656
	Iteration 23Q: 3 clusters Score -1341185 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1341238.375000 Penalty: 4406.972656
	Iteration 24Q: 3 clusters Score -1341238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1341270.375000 Penalty: 4406.972656
	Iteration 25Q: 3 clusters Score -1341270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1341283.125000 Penalty: 4406.972656
	Iteration 26Q: 3 clusters Score -1341283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1341294.875000 Penalty: 4406.972656
	Iteration 27Q: 3 clusters Score -1341295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1341307.000000 Penalty: 4406.972656
	Iteration 28Q: 3 clusters Score -1341307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1341316.625000 Penalty: 4406.972656
	Iteration 29Q: 3 clusters Score -1341317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1341320.000000 Penalty: 4406.972656
	Iteration 30Q: 3 clusters Score -1341320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1341324.375000 Penalty: 4406.972656
	Iteration 31Q: 3 clusters Score -1341324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1341329.500000 Penalty: 4406.972656
	Iteration 32Q: 3 clusters Score -1341330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1341338.500000 Penalty: 4406.972656
	Iteration 33Q: 3 clusters Score -1341338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1341338.000000 Penalty: 4406.972656
	Iteration 34Q: 3 clusters Score -1341338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1341341.125000 Penalty: 4406.972656
	Iteration 35Q: 3 clusters Score -1341341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1341336.375000 Penalty: 4406.972656
	Iteration 36Q: 3 clusters Score -1341336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1341335.000000 Penalty: 4406.972656
	Iteration 37Q: 3 clusters Score -1341335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1341336.375000 Penalty: 4406.972656
	Iteration 38Q: 3 clusters Score -1341336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1341344.750000 Penalty: 4406.972656
	Iteration 39Q: 3 clusters Score -1341345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1341343.625000 Penalty: 4406.972656
	Iteration 40F: 3 clusters Score -1341344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1341344.750000 Penalty: 4406.972656
	Iteration 41Q: 3 clusters Score -1341345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1341344.875000 Penalty: 4406.972656
	Iteration 42Q: 3 clusters Score -1341345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1341344.875000 Penalty: 4406.972656
	Iteration 43F: 3 clusters Score -1341345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -80308.406250 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -80308.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78847.132812 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -78847.13 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -79237.125000 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -79237.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79487.835938 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -79487.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -79703.578125 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -79703.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79818.460938 Penalty: 3097.106689
	Iteration 4F: 3 clusters Score -79818.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -79856.460938 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -79856.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79955.101562 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -79955.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -80001.726562 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -80001.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80047.117188 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -80047.12 nChanged 5
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: -80072.398438 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -80072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80108.625000 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -80108.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -80126.187500 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -80126.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80145.671875 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -80145.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80240.609375 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -80240.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -80314.273438 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -80314.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80367.187500 Penalty: 3097.106689
	Iteration 15Q: 3 clusters Score -80367.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80402.671875 Penalty: 3097.106689
	Iteration 16Q: 3 clusters Score -80402.67 nChanged 3
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: -80411.992188 Penalty: 3097.106689
	Iteration 17Q: 3 clusters Score -80411.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -80419.101562 Penalty: 3097.106689
	Iteration 18Q: 3 clusters Score -80419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -80419.101562 Penalty: 3097.106689
	Iteration 19F: 3 clusters Score -80419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 269 members 
Mstep: Class 6 contains 60946 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 49102 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 47525 members 
Mstep: Class 14 contains 21319 members 
Mstep: Class 15 contains 48714 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48015 members 
Mstep: Class 19 contains 47478 members 
Mstep: Class 20 contains 48736 members 
Mstep: Class 21 contains 246 members 
Mstep: Class 22 contains 49358 members 
Mstep: Class 23 contains 63106 members 
Entering Unmasked Estep 
Score: -110125256.000000 Penalty: 75914.765625
Splitting cluster 5 changes total score from -110126960.000000 to -110125256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (60946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Entering Unmasked Estep 
Score: -11188467.000000 Penalty: 2732.400391
	Iteration 0F: 2 clusters Score -1.118847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -11150985.000000 Penalty: 5464.800781
	Iteration 0F: 3 clusters Score -1.115098e+07 nChanged 28245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -11166681.000000 Penalty: 5464.800781
	Iteration 1F: 3 clusters Score -1.116668e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -11167223.000000 Penalty: 5464.800781
	Iteration 2Q: 3 clusters Score -1.116722e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -11167701.000000 Penalty: 5464.800781
	Iteration 3Q: 3 clusters Score -1.11677e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -11168152.000000 Penalty: 5464.800781
	Iteration 4Q: 3 clusters Score -1.116815e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -11168766.000000 Penalty: 5464.800781
	Iteration 5Q: 3 clusters Score -1.116877e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -11169557.000000 Penalty: 5464.800781
	Iteration 6Q: 3 clusters Score -1.116956e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -11170556.000000 Penalty: 5464.800781
	Iteration 7Q: 3 clusters Score -1.117056e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -11171841.000000 Penalty: 5464.800781
	Iteration 8Q: 3 clusters Score -1.117184e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -11173426.000000 Penalty: 5464.800781
	Iteration 9Q: 3 clusters Score -1.117343e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -11175453.000000 Penalty: 5464.800781
	Iteration 10F: 3 clusters Score -1.117545e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -11177443.000000 Penalty: 5464.800781
	Iteration 11F: 3 clusters Score -1.117744e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -11179104.000000 Penalty: 5464.800781
	Iteration 12F: 3 clusters Score -1.11791e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -11180247.000000 Penalty: 5464.800781
	Iteration 13Q: 3 clusters Score -1.118025e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -11180867.000000 Penalty: 5464.800781
	Iteration 14Q: 3 clusters Score -1.118087e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -11181136.000000 Penalty: 5464.800781
	Iteration 15Q: 3 clusters Score -1.118114e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -11181362.000000 Penalty: 5464.800781
	Iteration 16Q: 3 clusters Score -1.118136e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -11181551.000000 Penalty: 5464.800781
	Iteration 17Q: 3 clusters Score -1.118155e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -11181773.000000 Penalty: 5464.800781
	Iteration 18Q: 3 clusters Score -1.118177e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -11181956.000000 Penalty: 5464.800781
	Iteration 19Q: 3 clusters Score -1.118196e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -11182205.000000 Penalty: 5464.800781
	Iteration 20F: 3 clusters Score -1.11822e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -11182482.000000 Penalty: 5464.800781
	Iteration 21Q: 3 clusters Score -1.118248e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -11182717.000000 Penalty: 5464.800781
	Iteration 22Q: 3 clusters Score -1.118272e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -11183050.000000 Penalty: 5464.800781
	Iteration 23Q: 3 clusters Score -1.118305e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -11183353.000000 Penalty: 5464.800781
	Iteration 24Q: 3 clusters Score -1.118335e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -11183643.000000 Penalty: 5464.800781
	Iteration 25Q: 3 clusters Score -1.118364e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -11183944.000000 Penalty: 5464.800781
	Iteration 26Q: 3 clusters Score -1.118394e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -11184221.000000 Penalty: 5464.800781
	Iteration 27Q: 3 clusters Score -1.118422e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -11184455.000000 Penalty: 5464.800781
	Iteration 28Q: 3 clusters Score -1.118446e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -11184630.000000 Penalty: 5464.800781
	Iteration 29Q: 3 clusters Score -1.118463e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -11184901.000000 Penalty: 5464.800781
	Iteration 30Q: 3 clusters Score -1.11849e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -11185098.000000 Penalty: 5464.800781
	Iteration 31Q: 3 clusters Score -1.11851e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -11185314.000000 Penalty: 5464.800781
	Iteration 32Q: 3 clusters Score -1.118531e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -11185486.000000 Penalty: 5464.800781
	Iteration 33Q: 3 clusters Score -1.118549e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -11185793.000000 Penalty: 5464.800781
	Iteration 34Q: 3 clusters Score -1.118579e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -11186008.000000 Penalty: 5464.800781
	Iteration 35Q: 3 clusters Score -1.118601e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -11186160.000000 Penalty: 5464.800781
	Iteration 36Q: 3 clusters Score -1.118616e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -11186355.000000 Penalty: 5464.800781
	Iteration 37Q: 3 clusters Score -1.118636e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -11186495.000000 Penalty: 5464.800781
	Iteration 38Q: 3 clusters Score -1.11865e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -11186594.000000 Penalty: 5464.800781
	Iteration 39Q: 3 clusters Score -1.118659e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -11186613.000000 Penalty: 5464.800781
	Iteration 40F: 3 clusters Score -1.118661e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -11186641.000000 Penalty: 5464.800781
	Iteration 41Q: 3 clusters Score -1.118664e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -11186642.000000 Penalty: 5464.800781
	Iteration 42Q: 3 clusters Score -1.118664e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -11186579.000000 Penalty: 5464.800781
	Iteration 43Q: 3 clusters Score -1.118658e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -11186548.000000 Penalty: 5464.800781
	Iteration 44Q: 3 clusters Score -1.118655e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -11186501.000000 Penalty: 5464.800781
	Iteration 45Q: 3 clusters Score -1.11865e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -11186500.000000 Penalty: 5464.800781
	Iteration 46Q: 3 clusters Score -1.11865e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -11186420.000000 Penalty: 5464.800781
	Iteration 47Q: 3 clusters Score -1.118642e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -11186336.000000 Penalty: 5464.800781
	Iteration 48Q: 3 clusters Score -1.118634e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -11186369.000000 Penalty: 5464.800781
	Iteration 49Q: 3 clusters Score -1.118637e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -11186351.000000 Penalty: 5464.800781
	Iteration 50Q: 3 clusters Score -1.118635e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -11186330.000000 Penalty: 5464.800781
	Iteration 51Q: 3 clusters Score -1.118633e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -11186361.000000 Penalty: 5464.800781
	Iteration 52Q: 3 clusters Score -1.118636e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -11186362.000000 Penalty: 5464.800781
	Iteration 53Q: 3 clusters Score -1.118636e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -11186389.000000 Penalty: 5464.800781
	Iteration 54Q: 3 clusters Score -1.118639e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -11186386.000000 Penalty: 5464.800781
	Iteration 55Q: 3 clusters Score -1.118639e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -11186395.000000 Penalty: 5464.800781
	Iteration 56Q: 3 clusters Score -1.11864e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11186403.000000 Penalty: 5464.800781
	Iteration 57Q: 3 clusters Score -1.11864e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11186393.000000 Penalty: 5464.800781
	Iteration 58Q: 3 clusters Score -1.118639e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -11186402.000000 Penalty: 5464.800781
	Iteration 59Q: 3 clusters Score -1.11864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11186386.000000 Penalty: 5464.800781
	Iteration 60F: 3 clusters Score -1.118639e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11186393.000000 Penalty: 5464.800781
	Iteration 61Q: 3 clusters Score -1.118639e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11186401.000000 Penalty: 5464.800781
	Iteration 62Q: 3 clusters Score -1.11864e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11186411.000000 Penalty: 5464.800781
	Iteration 63Q: 3 clusters Score -1.118641e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11186422.000000 Penalty: 5464.800781
	Iteration 64Q: 3 clusters Score -1.118642e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11186445.000000 Penalty: 5464.800781
	Iteration 65Q: 3 clusters Score -1.118644e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -11186454.000000 Penalty: 5464.800781
	Iteration 66Q: 3 clusters Score -1.118645e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -11186454.000000 Penalty: 5464.800781
	Iteration 67Q: 3 clusters Score -1.118645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -11186454.000000 Penalty: 5464.800781
	Iteration 68Q: 3 clusters Score -1.118645e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -11186451.000000 Penalty: 5464.800781
	Iteration 69Q: 3 clusters Score -1.118645e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11186462.000000 Penalty: 5464.800781
	Iteration 70Q: 3 clusters Score -1.118646e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11186460.000000 Penalty: 5464.800781
	Iteration 71Q: 3 clusters Score -1.118646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -11186468.000000 Penalty: 5464.800781
	Iteration 72Q: 3 clusters Score -1.118647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11186474.000000 Penalty: 5464.800781
	Iteration 73Q: 3 clusters Score -1.118647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11186474.000000 Penalty: 5464.800781
	Iteration 74Q: 3 clusters Score -1.118647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11186493.000000 Penalty: 5464.800781
	Iteration 75Q: 3 clusters Score -1.118649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11186482.000000 Penalty: 5464.800781
	Iteration 76Q: 3 clusters Score -1.118648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11186482.000000 Penalty: 5464.800781
	Iteration 77Q: 3 clusters Score -1.118648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11186497.000000 Penalty: 5464.800781
	Iteration 78Q: 3 clusters Score -1.11865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11186471.000000 Penalty: 5464.800781
	Iteration 79Q: 3 clusters Score -1.118647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11186466.000000 Penalty: 5464.800781
	Iteration 80F: 3 clusters Score -1.118647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11186442.000000 Penalty: 5464.800781
	Iteration 81Q: 3 clusters Score -1.118644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11186461.000000 Penalty: 5464.800781
	Iteration 82Q: 3 clusters Score -1.118646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11186471.000000 Penalty: 5464.800781
	Iteration 83Q: 3 clusters Score -1.118647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11186476.000000 Penalty: 5464.800781
	Iteration 84Q: 3 clusters Score -1.118648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11186471.000000 Penalty: 5464.800781
	Iteration 85Q: 3 clusters Score -1.118647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -11186464.000000 Penalty: 5464.800781
	Iteration 86Q: 3 clusters Score -1.118646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11186468.000000 Penalty: 5464.800781
	Iteration 87Q: 3 clusters Score -1.118647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11186475.000000 Penalty: 5464.800781
	Iteration 88Q: 3 clusters Score -1.118648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11186470.000000 Penalty: 5464.800781
	Iteration 89Q: 3 clusters Score -1.118647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -11186473.000000 Penalty: 5464.800781
	Iteration 90Q: 3 clusters Score -1.118647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11186471.000000 Penalty: 5464.800781
	Iteration 91Q: 3 clusters Score -1.118647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11186471.000000 Penalty: 5464.800781
	Iteration 92F: 3 clusters Score -1.118647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Entering Unmasked Estep 
Score: -9586837.000000 Penalty: 2690.755859
	Iteration 0F: 2 clusters Score -9586837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -9554464.000000 Penalty: 5381.511719
	Iteration 0F: 3 clusters Score -9554464 nChanged 23809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -9567678.000000 Penalty: 5381.511719
	Iteration 1F: 3 clusters Score -9567678 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -9568241.000000 Penalty: 5381.511719
	Iteration 2Q: 3 clusters Score -9568241 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -9568778.000000 Penalty: 5381.511719
	Iteration 3Q: 3 clusters Score -9568778 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -9569371.000000 Penalty: 5381.511719
	Iteration 4Q: 3 clusters Score -9569371 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -9569972.000000 Penalty: 5381.511719
	Iteration 5Q: 3 clusters Score -9569972 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -9570622.000000 Penalty: 5381.511719
	Iteration 6Q: 3 clusters Score -9570622 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -9571564.000000 Penalty: 5381.511719
	Iteration 7Q: 3 clusters Score -9571564 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -9572780.000000 Penalty: 5381.511719
	Iteration 8Q: 3 clusters Score -9572780 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -9574359.000000 Penalty: 5381.511719
	Iteration 9Q: 3 clusters Score -9574359 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -9576095.000000 Penalty: 5381.511719
	Iteration 10F: 3 clusters Score -9576095 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -9577638 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9578927 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9579816 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9580499 nChanged 1154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9580853 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -9581033.000000 Penalty: 5381.511719
	Iteration 16Q: 3 clusters Score -9581033 nChanged 654
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9581246 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9581350 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9581493 nChanged 503
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9581592 nChanged 496
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9581722 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9581861 nChanged 529
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9581939 nChanged 452
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9582072 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9582169 nChanged 419
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9582270 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9582352 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9582496 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9582547 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -9582642.000000 Penalty: 5381.511719
	Iteration 30Q: 3 clusters Score -9582642 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9582720 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9582820 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9582871 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9582981 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9583091 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -9583193.000000 Penalty: 5381.511719
	Iteration 36Q: 3 clusters Score -9583193 nChanged 365
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Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9583282 nChanged 398
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Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9583414 nChanged 427
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Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9583598 nChanged 425
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Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9583700 nChanged 434
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Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9583837 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9583980 nChanged 449
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9584073 nChanged 386
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Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9584114 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9584212 nChanged 255
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Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9584356 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9584446 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9584493 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -9584508.000000 Penalty: 5381.511719
	Iteration 53Q: 3 clusters Score -9584508 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9584492 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9584562 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9584606 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9584622 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9584635 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9584647 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9584669 nChanged 88
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Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9584677 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48925 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9584716 nChanged 86
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Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9584718 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9584728 nChanged 80
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Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9584754 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9584742 nChanged 62
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Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9584749 nChanged 58
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Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9584755 nChanged 54
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Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9584757 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9584775 nChanged 43
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Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9584793 nChanged 49
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Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9584800 nChanged 32
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Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9584821 nChanged 30
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Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9584811.000000 Penalty: 5381.511719
	Iteration 77Q: 3 clusters Score -9584811 nChanged 21
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Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9584809 nChanged 17
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Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9584818.000000 Penalty: 5381.511719
	Iteration 79Q: 3 clusters Score -9584818 nChanged 14
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Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9584844.000000 Penalty: 5381.511719
	Iteration 80F: 3 clusters Score -9584844 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9584847 nChanged 28
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Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9584837 nChanged 21
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Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9584836 nChanged 20
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Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9584826 nChanged 19
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Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9584824 nChanged 19
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Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9584837 nChanged 13
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Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9584833 nChanged 15
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9584839 nChanged 17
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Mstep: Class 1 contains 49777 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9584837 nChanged 16
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	Iteration 90Q: 3 clusters Score -9584833 nChanged 18
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Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9584827 nChanged 12
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9584832 nChanged 16
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9584852 nChanged 20
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Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9584863 nChanged 11
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9584866 nChanged 12
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Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9584859 nChanged 7
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9584877 nChanged 5
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Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9584858 nChanged 4
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Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9584865 nChanged 7
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Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9584862 nChanged 7
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Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9584865 nChanged 8
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Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9584865 nChanged 5
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Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9584871 nChanged 7
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9584865 nChanged 5
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Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9584871.000000 Penalty: 5381.511719
	Iteration 105Q: 3 clusters Score -9584871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9584866.000000 Penalty: 5381.511719
	Iteration 106Q: 3 clusters Score -9584866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9584870.000000 Penalty: 5381.511719
	Iteration 107Q: 3 clusters Score -9584870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -9584866.000000 Penalty: 5381.511719
	Iteration 108Q: 3 clusters Score -9584866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9584874.000000 Penalty: 5381.511719
	Iteration 109Q: 3 clusters Score -9584874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9584871.000000 Penalty: 5381.511719
	Iteration 110Q: 3 clusters Score -9584871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9584868.000000 Penalty: 5381.511719
	Iteration 111Q: 3 clusters Score -9584868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9584857.000000 Penalty: 5381.511719
	Iteration 112Q: 3 clusters Score -9584857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9584876.000000 Penalty: 5381.511719
	Iteration 113Q: 3 clusters Score -9584876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9584884.000000 Penalty: 5381.511719
	Iteration 114Q: 3 clusters Score -9584884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9584876.000000 Penalty: 5381.511719
	Iteration 115Q: 3 clusters Score -9584876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9584877.000000 Penalty: 5381.511719
	Iteration 116Q: 3 clusters Score -9584877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9584877.000000 Penalty: 5381.511719
	Iteration 117Q: 3 clusters Score -9584877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -9584890.000000 Penalty: 5381.511719
	Iteration 118Q: 3 clusters Score -9584890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9584892.000000 Penalty: 5381.511719
	Iteration 119Q: 3 clusters Score -9584892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -9584889.000000 Penalty: 5381.511719
	Iteration 120F: 3 clusters Score -9584889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9584894.000000 Penalty: 5381.511719
	Iteration 121Q: 3 clusters Score -9584894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -9584904.000000 Penalty: 5381.511719
	Iteration 122Q: 3 clusters Score -9584904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9584893.000000 Penalty: 5381.511719
	Iteration 123Q: 3 clusters Score -9584893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9584897.000000 Penalty: 5381.511719
	Iteration 124Q: 3 clusters Score -9584897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9584899.000000 Penalty: 5381.511719
	Iteration 125Q: 3 clusters Score -9584899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9584900.000000 Penalty: 5381.511719
	Iteration 126Q: 3 clusters Score -9584900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9584900.000000 Penalty: 5381.511719
	Iteration 127F: 3 clusters Score -9584900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Entering Unmasked Estep 
Score: -9117655.000000 Penalty: 2678.810303
	Iteration 0F: 2 clusters Score -9117655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -9086133.000000 Penalty: 5357.620605
	Iteration 0F: 3 clusters Score -9086133 nChanged 22645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -9098511.000000 Penalty: 5357.620605
	Iteration 1F: 3 clusters Score -9098511 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -9099133.000000 Penalty: 5357.620605
	Iteration 2Q: 3 clusters Score -9099133 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -9099970.000000 Penalty: 5357.620605
	Iteration 3Q: 3 clusters Score -9099970 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -9100949.000000 Penalty: 5357.620605
	Iteration 4Q: 3 clusters Score -9100949 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -9102213.000000 Penalty: 5357.620605
	Iteration 5Q: 3 clusters Score -9102213 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -9103780.000000 Penalty: 5357.620605
	Iteration 6F: 3 clusters Score -9103780 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -9105709.000000 Penalty: 5357.620605
	Iteration 7F: 3 clusters Score -9105709 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -9107881.000000 Penalty: 5357.620605
	Iteration 8F: 3 clusters Score -9107881 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -9109957.000000 Penalty: 5357.620605
	Iteration 9F: 3 clusters Score -9109957 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -9111291.000000 Penalty: 5357.620605
	Iteration 10F: 3 clusters Score -9111291 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -9111968.000000 Penalty: 5357.620605
	Iteration 11Q: 3 clusters Score -9111968 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -9112320.000000 Penalty: 5357.620605
	Iteration 12Q: 3 clusters Score -9112320 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -9112628.000000 Penalty: 5357.620605
	Iteration 13Q: 3 clusters Score -9112628 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -9112819.000000 Penalty: 5357.620605
	Iteration 14Q: 3 clusters Score -9112819 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -9113139.000000 Penalty: 5357.620605
	Iteration 15Q: 3 clusters Score -9113139 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -9113441.000000 Penalty: 5357.620605
	Iteration 16Q: 3 clusters Score -9113441 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -9113704.000000 Penalty: 5357.620605
	Iteration 17Q: 3 clusters Score -9113704 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -9113914.000000 Penalty: 5357.620605
	Iteration 18Q: 3 clusters Score -9113914 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -9114174.000000 Penalty: 5357.620605
	Iteration 19Q: 3 clusters Score -9114174 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -9114384.000000 Penalty: 5357.620605
	Iteration 20F: 3 clusters Score -9114384 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -9114617.000000 Penalty: 5357.620605
	Iteration 21Q: 3 clusters Score -9114617 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -9114781.000000 Penalty: 5357.620605
	Iteration 22Q: 3 clusters Score -9114781 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -9114960.000000 Penalty: 5357.620605
	Iteration 23Q: 3 clusters Score -9114960 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -9115127.000000 Penalty: 5357.620605
	Iteration 24Q: 3 clusters Score -9115127 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -9115263.000000 Penalty: 5357.620605
	Iteration 25Q: 3 clusters Score -9115263 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -9115412.000000 Penalty: 5357.620605
	Iteration 26Q: 3 clusters Score -9115412 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -9115541.000000 Penalty: 5357.620605
	Iteration 27Q: 3 clusters Score -9115541 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -9115612.000000 Penalty: 5357.620605
	Iteration 28Q: 3 clusters Score -9115612 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -9115685.000000 Penalty: 5357.620605
	Iteration 29Q: 3 clusters Score -9115685 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -9115758.000000 Penalty: 5357.620605
	Iteration 30Q: 3 clusters Score -9115758 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -9115819.000000 Penalty: 5357.620605
	Iteration 31Q: 3 clusters Score -9115819 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -9115857.000000 Penalty: 5357.620605
	Iteration 32Q: 3 clusters Score -9115857 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -9115896.000000 Penalty: 5357.620605
	Iteration 33Q: 3 clusters Score -9115896 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -9115962.000000 Penalty: 5357.620605
	Iteration 34Q: 3 clusters Score -9115962 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -9116019.000000 Penalty: 5357.620605
	Iteration 35Q: 3 clusters Score -9116019 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -9116046.000000 Penalty: 5357.620605
	Iteration 36Q: 3 clusters Score -9116046 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -9116094.000000 Penalty: 5357.620605
	Iteration 37Q: 3 clusters Score -9116094 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -9116122.000000 Penalty: 5357.620605
	Iteration 38Q: 3 clusters Score -9116122 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -9116168.000000 Penalty: 5357.620605
	Iteration 39Q: 3 clusters Score -9116168 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -9116210.000000 Penalty: 5357.620605
	Iteration 40F: 3 clusters Score -9116210 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -9116260.000000 Penalty: 5357.620605
	Iteration 41Q: 3 clusters Score -9116260 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -9116290.000000 Penalty: 5357.620605
	Iteration 42Q: 3 clusters Score -9116290 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -9116328.000000 Penalty: 5357.620605
	Iteration 43Q: 3 clusters Score -9116328 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -9116368.000000 Penalty: 5357.620605
	Iteration 44Q: 3 clusters Score -9116368 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -9116401.000000 Penalty: 5357.620605
	Iteration 45Q: 3 clusters Score -9116401 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -9116466.000000 Penalty: 5357.620605
	Iteration 46Q: 3 clusters Score -9116466 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -9116502.000000 Penalty: 5357.620605
	Iteration 47Q: 3 clusters Score -9116502 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -9116523.000000 Penalty: 5357.620605
	Iteration 48Q: 3 clusters Score -9116523 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -9116538.000000 Penalty: 5357.620605
	Iteration 49Q: 3 clusters Score -9116538 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -9116599.000000 Penalty: 5357.620605
	Iteration 50Q: 3 clusters Score -9116599 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -9116625.000000 Penalty: 5357.620605
	Iteration 51Q: 3 clusters Score -9116625 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -9116651.000000 Penalty: 5357.620605
	Iteration 52Q: 3 clusters Score -9116651 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -9116666.000000 Penalty: 5357.620605
	Iteration 53Q: 3 clusters Score -9116666 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -9116692.000000 Penalty: 5357.620605
	Iteration 54Q: 3 clusters Score -9116692 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -9116696.000000 Penalty: 5357.620605
	Iteration 55Q: 3 clusters Score -9116696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -9116696.000000 Penalty: 5357.620605
	Iteration 56Q: 3 clusters Score -9116696 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -9116699.000000 Penalty: 5357.620605
	Iteration 57Q: 3 clusters Score -9116699 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -9116723.000000 Penalty: 5357.620605
	Iteration 58Q: 3 clusters Score -9116723 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -9116736.000000 Penalty: 5357.620605
	Iteration 59Q: 3 clusters Score -9116736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -9116763.000000 Penalty: 5357.620605
	Iteration 60F: 3 clusters Score -9116763 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -9116775.000000 Penalty: 5357.620605
	Iteration 61Q: 3 clusters Score -9116775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -9116768.000000 Penalty: 5357.620605
	Iteration 62Q: 3 clusters Score -9116768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -9116778.000000 Penalty: 5357.620605
	Iteration 63Q: 3 clusters Score -9116778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -9116764.000000 Penalty: 5357.620605
	Iteration 64Q: 3 clusters Score -9116764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -9116768.000000 Penalty: 5357.620605
	Iteration 65Q: 3 clusters Score -9116768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -9116776.000000 Penalty: 5357.620605
	Iteration 66Q: 3 clusters Score -9116776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -9116782.000000 Penalty: 5357.620605
	Iteration 67Q: 3 clusters Score -9116782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -9116788.000000 Penalty: 5357.620605
	Iteration 68Q: 3 clusters Score -9116788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -9116777.000000 Penalty: 5357.620605
	Iteration 69Q: 3 clusters Score -9116777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -9116778.000000 Penalty: 5357.620605
	Iteration 70Q: 3 clusters Score -9116778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -9116774.000000 Penalty: 5357.620605
	Iteration 71Q: 3 clusters Score -9116774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -9116772.000000 Penalty: 5357.620605
	Iteration 72Q: 3 clusters Score -9116772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -9116765.000000 Penalty: 5357.620605
	Iteration 73Q: 3 clusters Score -9116765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -9116761.000000 Penalty: 5357.620605
	Iteration 74Q: 3 clusters Score -9116761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -9116759.000000 Penalty: 5357.620605
	Iteration 75Q: 3 clusters Score -9116759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -9116760.000000 Penalty: 5357.620605
	Iteration 76Q: 3 clusters Score -9116760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -9116759.000000 Penalty: 5357.620605
	Iteration 77Q: 3 clusters Score -9116759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -9116762.000000 Penalty: 5357.620605
	Iteration 78Q: 3 clusters Score -9116762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -9116763.000000 Penalty: 5357.620605
	Iteration 79Q: 3 clusters Score -9116763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -9116761.000000 Penalty: 5357.620605
	Iteration 80F: 3 clusters Score -9116761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -9116763.000000 Penalty: 5357.620605
	Iteration 81Q: 3 clusters Score -9116763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -9116768.000000 Penalty: 5357.620605
	Iteration 82Q: 3 clusters Score -9116768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -9116767.000000 Penalty: 5357.620605
	Iteration 83Q: 3 clusters Score -9116767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -9116767.000000 Penalty: 5357.620605
	Iteration 84F: 3 clusters Score -9116767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -201202.578125 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -201202.6 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 606 members 
Entering Unmasked Estep 
Score: -199179.906250 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -199179.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -199602.046875 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -199602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -199738.171875 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -199738.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -199818.734375 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -199818.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -199881.984375 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -199882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -199938.500000 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -199938.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -200009.468750 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -200009.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -200082.921875 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -200082.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -200189.046875 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -200189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -200306.234375 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -200306.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -200404.671875 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -200404.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -200475.312500 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -200475.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -200570.140625 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -200570.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -200663.843750 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -200663.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -200769.921875 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -200769.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -200855.031250 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -200855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -200913.656250 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -200913.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -200946.625000 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -200946.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -200961.453125 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -200961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -200969.015625 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -200969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -200969.890625 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -200969.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Entering Unmasked Estep 
Score: -9631822.000000 Penalty: 2692.974609
	Iteration 0F: 2 clusters Score -9631822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -9598680.000000 Penalty: 5385.949219
	Iteration 0F: 3 clusters Score -9598680 nChanged 24002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -9612220.000000 Penalty: 5385.949219
	Iteration 1F: 3 clusters Score -9612220 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -9613050.000000 Penalty: 5385.949219
	Iteration 2Q: 3 clusters Score -9613050 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -9614400.000000 Penalty: 5385.949219
	Iteration 3Q: 3 clusters Score -9614400 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -9616405.000000 Penalty: 5385.949219
	Iteration 4F: 3 clusters Score -9616405 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -9619064.000000 Penalty: 5385.949219
	Iteration 5F: 3 clusters Score -9619064 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -9622115.000000 Penalty: 5385.949219
	Iteration 6F: 3 clusters Score -9622115 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -9625208.000000 Penalty: 5385.949219
	Iteration 7F: 3 clusters Score -9625208 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -9627778.000000 Penalty: 5385.949219
	Iteration 8F: 3 clusters Score -9627778 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -9629443.000000 Penalty: 5385.949219
	Iteration 9Q: 3 clusters Score -9629443 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -9630154.000000 Penalty: 5385.949219
	Iteration 10Q: 3 clusters Score -9630154 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -9630569.000000 Penalty: 5385.949219
	Iteration 11Q: 3 clusters Score -9630569 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -9630855.000000 Penalty: 5385.949219
	Iteration 12Q: 3 clusters Score -9630855 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -9631018.000000 Penalty: 5385.949219
	Iteration 13Q: 3 clusters Score -9631018 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -9631135.000000 Penalty: 5385.949219
	Iteration 14Q: 3 clusters Score -9631135 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -9631231.000000 Penalty: 5385.949219
	Iteration 15Q: 3 clusters Score -9631231 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -9631305.000000 Penalty: 5385.949219
	Iteration 16Q: 3 clusters Score -9631305 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -9631357.000000 Penalty: 5385.949219
	Iteration 17Q: 3 clusters Score -9631357 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -9631373.000000 Penalty: 5385.949219
	Iteration 18Q: 3 clusters Score -9631373 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -9631403.000000 Penalty: 5385.949219
	Iteration 19Q: 3 clusters Score -9631403 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -9631448.000000 Penalty: 5385.949219
	Iteration 20F: 3 clusters Score -9631448 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -9631444.000000 Penalty: 5385.949219
	Iteration 21Q: 3 clusters Score -9631444 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -9631503.000000 Penalty: 5385.949219
	Iteration 22Q: 3 clusters Score -9631503 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -9631495.000000 Penalty: 5385.949219
	Iteration 23Q: 3 clusters Score -9631495 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -9631543.000000 Penalty: 5385.949219
	Iteration 24Q: 3 clusters Score -9631543 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -9631595.000000 Penalty: 5385.949219
	Iteration 25Q: 3 clusters Score -9631595 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -9631630.000000 Penalty: 5385.949219
	Iteration 26Q: 3 clusters Score -9631630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -9631624.000000 Penalty: 5385.949219
	Iteration 27Q: 3 clusters Score -9631624 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -9631618.000000 Penalty: 5385.949219
	Iteration 28Q: 3 clusters Score -9631618 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -9631625.000000 Penalty: 5385.949219
	Iteration 29Q: 3 clusters Score -9631625 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -9631646.000000 Penalty: 5385.949219
	Iteration 30Q: 3 clusters Score -9631646 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -9631696.000000 Penalty: 5385.949219
	Iteration 31Q: 3 clusters Score -9631696 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -9631709.000000 Penalty: 5385.949219
	Iteration 32Q: 3 clusters Score -9631709 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -9631728.000000 Penalty: 5385.949219
	Iteration 33Q: 3 clusters Score -9631728 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -9631753.000000 Penalty: 5385.949219
	Iteration 34Q: 3 clusters Score -9631753 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -9631767.000000 Penalty: 5385.949219
	Iteration 35Q: 3 clusters Score -9631767 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -9631824.000000 Penalty: 5385.949219
	Iteration 36Q: 3 clusters Score -9631824 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -9631844.000000 Penalty: 5385.949219
	Iteration 37Q: 3 clusters Score -9631844 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -9631861.000000 Penalty: 5385.949219
	Iteration 38Q: 3 clusters Score -9631861 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -9631858.000000 Penalty: 5385.949219
	Iteration 39Q: 3 clusters Score -9631858 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -9631910.000000 Penalty: 5385.949219
	Iteration 40F: 3 clusters Score -9631910 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -9631947.000000 Penalty: 5385.949219
	Iteration 41Q: 3 clusters Score -9631947 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -9631982.000000 Penalty: 5385.949219
	Iteration 42Q: 3 clusters Score -9631982 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -9632036.000000 Penalty: 5385.949219
	Iteration 43Q: 3 clusters Score -9632036 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -9632063.000000 Penalty: 5385.949219
	Iteration 44Q: 3 clusters Score -9632063 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -9632079.000000 Penalty: 5385.949219
	Iteration 45Q: 3 clusters Score -9632079 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -9632088.000000 Penalty: 5385.949219
	Iteration 46Q: 3 clusters Score -9632088 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -9632130.000000 Penalty: 5385.949219
	Iteration 47Q: 3 clusters Score -9632130 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -9632151.000000 Penalty: 5385.949219
	Iteration 48Q: 3 clusters Score -9632151 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -9632156.000000 Penalty: 5385.949219
	Iteration 49Q: 3 clusters Score -9632156 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -9632225.000000 Penalty: 5385.949219
	Iteration 50Q: 3 clusters Score -9632225 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -9632229.000000 Penalty: 5385.949219
	Iteration 51Q: 3 clusters Score -9632229 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -9632256.000000 Penalty: 5385.949219
	Iteration 52Q: 3 clusters Score -9632256 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -9632265.000000 Penalty: 5385.949219
	Iteration 53Q: 3 clusters Score -9632265 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -9632260.000000 Penalty: 5385.949219
	Iteration 54Q: 3 clusters Score -9632260 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -9632263.000000 Penalty: 5385.949219
	Iteration 55Q: 3 clusters Score -9632263 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -9632291.000000 Penalty: 5385.949219
	Iteration 56Q: 3 clusters Score -9632291 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -9632298.000000 Penalty: 5385.949219
	Iteration 57Q: 3 clusters Score -9632298 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -9632330.000000 Penalty: 5385.949219
	Iteration 58Q: 3 clusters Score -9632330 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -9632381.000000 Penalty: 5385.949219
	Iteration 59Q: 3 clusters Score -9632381 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -9632404.000000 Penalty: 5385.949219
	Iteration 60F: 3 clusters Score -9632404 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -9632441.000000 Penalty: 5385.949219
	Iteration 61Q: 3 clusters Score -9632441 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -9632471.000000 Penalty: 5385.949219
	Iteration 62Q: 3 clusters Score -9632471 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -9632522.000000 Penalty: 5385.949219
	Iteration 63Q: 3 clusters Score -9632522 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -9632533.000000 Penalty: 5385.949219
	Iteration 64Q: 3 clusters Score -9632533 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -9632561.000000 Penalty: 5385.949219
	Iteration 65Q: 3 clusters Score -9632561 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -9632544.000000 Penalty: 5385.949219
	Iteration 66Q: 3 clusters Score -9632544 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -9632567.000000 Penalty: 5385.949219
	Iteration 67Q: 3 clusters Score -9632567 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -9632520.000000 Penalty: 5385.949219
	Iteration 68Q: 3 clusters Score -9632520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -9632515.000000 Penalty: 5385.949219
	Iteration 69Q: 3 clusters Score -9632515 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -9632488.000000 Penalty: 5385.949219
	Iteration 70Q: 3 clusters Score -9632488 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -9632469.000000 Penalty: 5385.949219
	Iteration 71Q: 3 clusters Score -9632469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -9632477.000000 Penalty: 5385.949219
	Iteration 72Q: 3 clusters Score -9632477 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -9632458.000000 Penalty: 5385.949219
	Iteration 73Q: 3 clusters Score -9632458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -9632446.000000 Penalty: 5385.949219
	Iteration 74Q: 3 clusters Score -9632446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -9632428.000000 Penalty: 5385.949219
	Iteration 75Q: 3 clusters Score -9632428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -9632430.000000 Penalty: 5385.949219
	Iteration 76Q: 3 clusters Score -9632430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -9632417.000000 Penalty: 5385.949219
	Iteration 77Q: 3 clusters Score -9632417 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -9632437.000000 Penalty: 5385.949219
	Iteration 78Q: 3 clusters Score -9632437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -9632430.000000 Penalty: 5385.949219
	Iteration 79Q: 3 clusters Score -9632430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -9632439.000000 Penalty: 5385.949219
	Iteration 80F: 3 clusters Score -9632439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -9632431.000000 Penalty: 5385.949219
	Iteration 81Q: 3 clusters Score -9632431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -9632429.000000 Penalty: 5385.949219
	Iteration 82Q: 3 clusters Score -9632429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -9632426.000000 Penalty: 5385.949219
	Iteration 83Q: 3 clusters Score -9632426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -9632437.000000 Penalty: 5385.949219
	Iteration 84Q: 3 clusters Score -9632437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -9632419.000000 Penalty: 5385.949219
	Iteration 85Q: 3 clusters Score -9632419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -9632424.000000 Penalty: 5385.949219
	Iteration 86Q: 3 clusters Score -9632424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -9632434.000000 Penalty: 5385.949219
	Iteration 87Q: 3 clusters Score -9632434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -9632425.000000 Penalty: 5385.949219
	Iteration 88Q: 3 clusters Score -9632425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -9632427.000000 Penalty: 5385.949219
	Iteration 89Q: 3 clusters Score -9632427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -9632426.000000 Penalty: 5385.949219
	Iteration 90Q: 3 clusters Score -9632426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -9632426.000000 Penalty: 5385.949219
	Iteration 91Q: 3 clusters Score -9632426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -9632424.000000 Penalty: 5385.949219
	Iteration 92Q: 3 clusters Score -9632424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -9632420.000000 Penalty: 5385.949219
	Iteration 93Q: 3 clusters Score -9632420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -9632421.000000 Penalty: 5385.949219
	Iteration 94Q: 3 clusters Score -9632421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -9632427.000000 Penalty: 5385.949219
	Iteration 95Q: 3 clusters Score -9632427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -9632419.000000 Penalty: 5385.949219
	Iteration 96Q: 3 clusters Score -9632419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -9632410.000000 Penalty: 5385.949219
	Iteration 97Q: 3 clusters Score -9632410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -9632406.000000 Penalty: 5385.949219
	Iteration 98Q: 3 clusters Score -9632406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -9632413.000000 Penalty: 5385.949219
	Iteration 99Q: 3 clusters Score -9632413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -9632409.000000 Penalty: 5385.949219
	Iteration 100F: 3 clusters Score -9632409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -9632418.000000 Penalty: 5385.949219
	Iteration 101Q: 3 clusters Score -9632418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -9632419.000000 Penalty: 5385.949219
	Iteration 102Q: 3 clusters Score -9632419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -9632416.000000 Penalty: 5385.949219
	Iteration 103Q: 3 clusters Score -9632416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -9632416.000000 Penalty: 5385.949219
	Iteration 104Q: 3 clusters Score -9632416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -9632414.000000 Penalty: 5385.949219
	Iteration 105Q: 3 clusters Score -9632414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -9632412.000000 Penalty: 5385.949219
	Iteration 106Q: 3 clusters Score -9632412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -9632413.000000 Penalty: 5385.949219
	Iteration 107Q: 3 clusters Score -9632413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -9632415.000000 Penalty: 5385.949219
	Iteration 108Q: 3 clusters Score -9632415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -9632415.000000 Penalty: 5385.949219
	Iteration 109F: 3 clusters Score -9632415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 60946 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 49102 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 47525 members 
Mstep: Class 14 contains 21319 members 
Mstep: Class 15 contains 48714 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48015 members 
Mstep: Class 19 contains 47478 members 
Mstep: Class 20 contains 48736 members 
Mstep: Class 21 contains 47938 members 
Mstep: Class 22 contains 49358 members 
Mstep: Class 23 contains 63106 members 
Entering Unmasked Estep 
Score: -110126712.000000 Penalty: 75914.765625
Splitting cluster 10 changes total score from -110126960.000000 to -110126712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -357919.656250 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -357919.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -355274.375000 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -355274.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -355739.656250 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -355739.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -355843.937500 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -355843.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -355896.468750 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -355896.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -355948.250000 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -355948.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -355993.906250 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -355993.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -356033.218750 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -356033.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -356068.437500 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -356068.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -356101.875000 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -356101.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -356132.812500 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -356132.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -356152.718750 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -356152.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -356166.437500 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -356166.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -356181.312500 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -356181.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -356190.718750 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -356190.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -356193.843750 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -356193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -356194.468750 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -356194.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -356195.125000 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -356195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -356196.843750 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -356196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -356199.968750 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -356200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -356203.000000 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -356203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -356205.062500 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -356205.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -123537.367188 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -123537.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -121823.164062 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -121823.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -122101.226562 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -122101.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -122284.757812 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -122284.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -122379.796875 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -122379.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -122457.789062 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -122457.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -122514.523438 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -122514.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -122554.476562 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -122554.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -122583.937500 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -122583.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -122592.250000 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -122592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -122600.835938 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -122600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -122612.281250 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -122612.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -122619.453125 Penalty: 3254.271240
	Iteration 11Q: 3 clusters Score -122619.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -122625.171875 Penalty: 3254.271240
	Iteration 12Q: 3 clusters Score -122625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -122632.843750 Penalty: 3254.271240
	Iteration 13Q: 3 clusters Score -122632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -122643.492188 Penalty: 3254.271240
	Iteration 14Q: 3 clusters Score -122643.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -122651.953125 Penalty: 3254.271240
	Iteration 15Q: 3 clusters Score -122652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -122652.882812 Penalty: 3254.271240
	Iteration 16Q: 3 clusters Score -122652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -122652.882812 Penalty: 3254.271240
	Iteration 17F: 3 clusters Score -122652.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Entering Unmasked Estep 
Score: -8781404.000000 Penalty: 2670.714844
	Iteration 0F: 2 clusters Score -8781404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -8750231.000000 Penalty: 5341.429688
	Iteration 0F: 3 clusters Score -8750231 nChanged 21927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -8762533.000000 Penalty: 5341.429688
	Iteration 1F: 3 clusters Score -8762533 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -8763201.000000 Penalty: 5341.429688
	Iteration 2Q: 3 clusters Score -8763201 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -8764001.000000 Penalty: 5341.429688
	Iteration 3Q: 3 clusters Score -8764001 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -8765350.000000 Penalty: 5341.429688
	Iteration 4F: 3 clusters Score -8765350 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -8767152.000000 Penalty: 5341.429688
	Iteration 5F: 3 clusters Score -8767152 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -8769699.000000 Penalty: 5341.429688
	Iteration 6F: 3 clusters Score -8769699 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -8772658.000000 Penalty: 5341.429688
	Iteration 7F: 3 clusters Score -8772658 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -8775211.000000 Penalty: 5341.429688
	Iteration 8F: 3 clusters Score -8775211 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8776877.000000 Penalty: 5341.429688
	Iteration 9Q: 3 clusters Score -8776877 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -8777897.000000 Penalty: 5341.429688
	Iteration 10Q: 3 clusters Score -8777897 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -8778427.000000 Penalty: 5341.429688
	Iteration 11Q: 3 clusters Score -8778427 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -8778676.000000 Penalty: 5341.429688
	Iteration 12Q: 3 clusters Score -8778676 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -8778828.000000 Penalty: 5341.429688
	Iteration 13Q: 3 clusters Score -8778828 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -8778973.000000 Penalty: 5341.429688
	Iteration 14Q: 3 clusters Score -8778973 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -8779066.000000 Penalty: 5341.429688
	Iteration 15Q: 3 clusters Score -8779066 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -8779131.000000 Penalty: 5341.429688
	Iteration 16Q: 3 clusters Score -8779131 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -8779162.000000 Penalty: 5341.429688
	Iteration 17Q: 3 clusters Score -8779162 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -8779196.000000 Penalty: 5341.429688
	Iteration 18Q: 3 clusters Score -8779196 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -8779246.000000 Penalty: 5341.429688
	Iteration 19Q: 3 clusters Score -8779246 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -8779289.000000 Penalty: 5341.429688
	Iteration 20F: 3 clusters Score -8779289 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -8779276.000000 Penalty: 5341.429688
	Iteration 21Q: 3 clusters Score -8779276 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -8779288.000000 Penalty: 5341.429688
	Iteration 22Q: 3 clusters Score -8779288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -8779330.000000 Penalty: 5341.429688
	Iteration 23Q: 3 clusters Score -8779330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -8779363.000000 Penalty: 5341.429688
	Iteration 24Q: 3 clusters Score -8779363 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -8779362.000000 Penalty: 5341.429688
	Iteration 25Q: 3 clusters Score -8779362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -8779377.000000 Penalty: 5341.429688
	Iteration 26Q: 3 clusters Score -8779377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -8779389.000000 Penalty: 5341.429688
	Iteration 27Q: 3 clusters Score -8779389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -8779390.000000 Penalty: 5341.429688
	Iteration 28Q: 3 clusters Score -8779390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8779393.000000 Penalty: 5341.429688
	Iteration 29Q: 3 clusters Score -8779393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8779395.000000 Penalty: 5341.429688
	Iteration 30Q: 3 clusters Score -8779395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -8779399.000000 Penalty: 5341.429688
	Iteration 31Q: 3 clusters Score -8779399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -8779412.000000 Penalty: 5341.429688
	Iteration 32Q: 3 clusters Score -8779412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -8779402.000000 Penalty: 5341.429688
	Iteration 33Q: 3 clusters Score -8779402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -8779411.000000 Penalty: 5341.429688
	Iteration 34Q: 3 clusters Score -8779411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -8779426.000000 Penalty: 5341.429688
	Iteration 35Q: 3 clusters Score -8779426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8779425.000000 Penalty: 5341.429688
	Iteration 36Q: 3 clusters Score -8779425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -8779416.000000 Penalty: 5341.429688
	Iteration 37Q: 3 clusters Score -8779416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -8779417.000000 Penalty: 5341.429688
	Iteration 38Q: 3 clusters Score -8779417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -8779423.000000 Penalty: 5341.429688
	Iteration 39Q: 3 clusters Score -8779423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -8779426.000000 Penalty: 5341.429688
	Iteration 40F: 3 clusters Score -8779426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -8779432.000000 Penalty: 5341.429688
	Iteration 41Q: 3 clusters Score -8779432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -8779434.000000 Penalty: 5341.429688
	Iteration 42Q: 3 clusters Score -8779434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -8779434.000000 Penalty: 5341.429688
	Iteration 43F: 3 clusters Score -8779434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Entering Unmasked Estep 
Score: -3835244.000000 Penalty: 2471.903809
	Iteration 0F: 2 clusters Score -3835244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3820507.000000 Penalty: 4943.807617
	Iteration 0F: 3 clusters Score -3820507 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3825470.750000 Penalty: 4943.807617
	Iteration 1F: 3 clusters Score -3825471 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3825863.000000 Penalty: 4943.807617
	Iteration 2F: 3 clusters Score -3825863 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3826138.500000 Penalty: 4943.807617
	Iteration 3Q: 3 clusters Score -3826138 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3826356.750000 Penalty: 4943.807617
	Iteration 4Q: 3 clusters Score -3826357 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3826522.250000 Penalty: 4943.807617
	Iteration 5Q: 3 clusters Score -3826522 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3826657.750000 Penalty: 4943.807617
	Iteration 6Q: 3 clusters Score -3826658 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3826785.000000 Penalty: 4943.807617
	Iteration 7Q: 3 clusters Score -3826785 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3826926.750000 Penalty: 4943.807617
	Iteration 8Q: 3 clusters Score -3826927 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3827077.250000 Penalty: 4943.807617
	Iteration 9Q: 3 clusters Score -3827077 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3827242.250000 Penalty: 4943.807617
	Iteration 10Q: 3 clusters Score -3827242 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3827450.250000 Penalty: 4943.807617
	Iteration 11Q: 3 clusters Score -3827450 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3827668.000000 Penalty: 4943.807617
	Iteration 12Q: 3 clusters Score -3827668 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3827875.750000 Penalty: 4943.807617
	Iteration 13Q: 3 clusters Score -3827876 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3828070.750000 Penalty: 4943.807617
	Iteration 14Q: 3 clusters Score -3828071 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3828320.000000 Penalty: 4943.807617
	Iteration 15Q: 3 clusters Score -3828320 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3828558.250000 Penalty: 4943.807617
	Iteration 16Q: 3 clusters Score -3828558 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3828821.750000 Penalty: 4943.807617
	Iteration 17Q: 3 clusters Score -3828822 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3829055.500000 Penalty: 4943.807617
	Iteration 18Q: 3 clusters Score -3829056 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3829313.000000 Penalty: 4943.807617
	Iteration 19Q: 3 clusters Score -3829313 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3829548.500000 Penalty: 4943.807617
	Iteration 20F: 3 clusters Score -3829548 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3829835.250000 Penalty: 4943.807617
	Iteration 21Q: 3 clusters Score -3829835 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3830155.750000 Penalty: 4943.807617
	Iteration 22Q: 3 clusters Score -3830156 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3830512.000000 Penalty: 4943.807617
	Iteration 23Q: 3 clusters Score -3830512 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3830872.000000 Penalty: 4943.807617
	Iteration 24Q: 3 clusters Score -3830872 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3831289.750000 Penalty: 4943.807617
	Iteration 25Q: 3 clusters Score -3831290 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3831752.750000 Penalty: 4943.807617
	Iteration 26Q: 3 clusters Score -3831753 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3832135.500000 Penalty: 4943.807617
	Iteration 27Q: 3 clusters Score -3832136 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3832432.750000 Penalty: 4943.807617
	Iteration 28Q: 3 clusters Score -3832433 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3832622.750000 Penalty: 4943.807617
	Iteration 29Q: 3 clusters Score -3832623 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3832773.250000 Penalty: 4943.807617
	Iteration 30Q: 3 clusters Score -3832773 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3832848.500000 Penalty: 4943.807617
	Iteration 31Q: 3 clusters Score -3832848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3832919.250000 Penalty: 4943.807617
	Iteration 32Q: 3 clusters Score -3832919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3832962.750000 Penalty: 4943.807617
	Iteration 33Q: 3 clusters Score -3832963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3833000.250000 Penalty: 4943.807617
	Iteration 34Q: 3 clusters Score -3833000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3833024.250000 Penalty: 4943.807617
	Iteration 35Q: 3 clusters Score -3833024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3833037.500000 Penalty: 4943.807617
	Iteration 36Q: 3 clusters Score -3833038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3833042.250000 Penalty: 4943.807617
	Iteration 37Q: 3 clusters Score -3833042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3833050.750000 Penalty: 4943.807617
	Iteration 38Q: 3 clusters Score -3833051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3833058.750000 Penalty: 4943.807617
	Iteration 39Q: 3 clusters Score -3833059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3833062.500000 Penalty: 4943.807617
	Iteration 40F: 3 clusters Score -3833062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3833072.000000 Penalty: 4943.807617
	Iteration 41Q: 3 clusters Score -3833072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3833075.750000 Penalty: 4943.807617
	Iteration 42Q: 3 clusters Score -3833076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3833076.500000 Penalty: 4943.807617
	Iteration 43Q: 3 clusters Score -3833076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3833081.000000 Penalty: 4943.807617
	Iteration 44Q: 3 clusters Score -3833081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3833083.000000 Penalty: 4943.807617
	Iteration 45Q: 3 clusters Score -3833083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3833078.000000 Penalty: 4943.807617
	Iteration 46Q: 3 clusters Score -3833078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3833078.000000 Penalty: 4943.807617
	Iteration 47F: 3 clusters Score -3833078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Entering Unmasked Estep 
Score: -9062422.000000 Penalty: 2676.843018
	Iteration 0F: 2 clusters Score -9062422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -9031200.000000 Penalty: 5353.686035
	Iteration 0F: 3 clusters Score -9031200 nChanged 22607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -9043951.000000 Penalty: 5353.686035
	Iteration 1F: 3 clusters Score -9043951 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -9044938.000000 Penalty: 5353.686035
	Iteration 2Q: 3 clusters Score -9044938 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -9046364.000000 Penalty: 5353.686035
	Iteration 3F: 3 clusters Score -9046364 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -9048250.000000 Penalty: 5353.686035
	Iteration 4F: 3 clusters Score -9048250 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -9050546.000000 Penalty: 5353.686035
	Iteration 5F: 3 clusters Score -9050546 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -9053432.000000 Penalty: 5353.686035
	Iteration 6F: 3 clusters Score -9053432 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -9056522.000000 Penalty: 5353.686035
	Iteration 7F: 3 clusters Score -9056522 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -9058803.000000 Penalty: 5353.686035
	Iteration 8F: 3 clusters Score -9058803 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -9060026.000000 Penalty: 5353.686035
	Iteration 9Q: 3 clusters Score -9060026 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -9060651.000000 Penalty: 5353.686035
	Iteration 10Q: 3 clusters Score -9060651 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -9060975.000000 Penalty: 5353.686035
	Iteration 11Q: 3 clusters Score -9060975 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -9061234.000000 Penalty: 5353.686035
	Iteration 12Q: 3 clusters Score -9061234 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -9061428.000000 Penalty: 5353.686035
	Iteration 13Q: 3 clusters Score -9061428 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -9061496.000000 Penalty: 5353.686035
	Iteration 14Q: 3 clusters Score -9061496 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -9061541.000000 Penalty: 5353.686035
	Iteration 15Q: 3 clusters Score -9061541 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -9061541.000000 Penalty: 5353.686035
	Iteration 16Q: 3 clusters Score -9061541 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -9061581.000000 Penalty: 5353.686035
	Iteration 17Q: 3 clusters Score -9061581 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -9061613.000000 Penalty: 5353.686035
	Iteration 18Q: 3 clusters Score -9061613 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -9061634.000000 Penalty: 5353.686035
	Iteration 19Q: 3 clusters Score -9061634 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -9061673.000000 Penalty: 5353.686035
	Iteration 20F: 3 clusters Score -9061673 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -9061691.000000 Penalty: 5353.686035
	Iteration 21Q: 3 clusters Score -9061691 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -9061739.000000 Penalty: 5353.686035
	Iteration 22Q: 3 clusters Score -9061739 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -9061761.000000 Penalty: 5353.686035
	Iteration 23Q: 3 clusters Score -9061761 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -9061800.000000 Penalty: 5353.686035
	Iteration 24Q: 3 clusters Score -9061800 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -9061808.000000 Penalty: 5353.686035
	Iteration 25Q: 3 clusters Score -9061808 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -9061811.000000 Penalty: 5353.686035
	Iteration 26Q: 3 clusters Score -9061811 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -9061814.000000 Penalty: 5353.686035
	Iteration 27Q: 3 clusters Score -9061814 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -9061809.000000 Penalty: 5353.686035
	Iteration 28Q: 3 clusters Score -9061809 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -9061808.000000 Penalty: 5353.686035
	Iteration 29Q: 3 clusters Score -9061808 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9061829.000000 Penalty: 5353.686035
	Iteration 30Q: 3 clusters Score -9061829 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -9061807.000000 Penalty: 5353.686035
	Iteration 31Q: 3 clusters Score -9061807 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -9061795.000000 Penalty: 5353.686035
	Iteration 32Q: 3 clusters Score -9061795 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -9061790.000000 Penalty: 5353.686035
	Iteration 33Q: 3 clusters Score -9061790 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -9061781.000000 Penalty: 5353.686035
	Iteration 34Q: 3 clusters Score -9061781 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -9061787.000000 Penalty: 5353.686035
	Iteration 35Q: 3 clusters Score -9061787 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -9061796.000000 Penalty: 5353.686035
	Iteration 36Q: 3 clusters Score -9061796 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -9061820.000000 Penalty: 5353.686035
	Iteration 37Q: 3 clusters Score -9061820 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -9061810.000000 Penalty: 5353.686035
	Iteration 38Q: 3 clusters Score -9061810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9061812.000000 Penalty: 5353.686035
	Iteration 39Q: 3 clusters Score -9061812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -9061795.000000 Penalty: 5353.686035
	Iteration 40F: 3 clusters Score -9061795 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -9061801.000000 Penalty: 5353.686035
	Iteration 41Q: 3 clusters Score -9061801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -9061777.000000 Penalty: 5353.686035
	Iteration 42Q: 3 clusters Score -9061777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -9061781.000000 Penalty: 5353.686035
	Iteration 43Q: 3 clusters Score -9061781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9061777.000000 Penalty: 5353.686035
	Iteration 44Q: 3 clusters Score -9061777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -9061777.000000 Penalty: 5353.686035
	Iteration 45Q: 3 clusters Score -9061777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9061787.000000 Penalty: 5353.686035
	Iteration 46Q: 3 clusters Score -9061787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9061783.000000 Penalty: 5353.686035
	Iteration 47Q: 3 clusters Score -9061783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9061779.000000 Penalty: 5353.686035
	Iteration 48Q: 3 clusters Score -9061779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -9061759.000000 Penalty: 5353.686035
	Iteration 49Q: 3 clusters Score -9061759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9061778.000000 Penalty: 5353.686035
	Iteration 50Q: 3 clusters Score -9061778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9061782.000000 Penalty: 5353.686035
	Iteration 51Q: 3 clusters Score -9061782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9061776.000000 Penalty: 5353.686035
	Iteration 52Q: 3 clusters Score -9061776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9061777.000000 Penalty: 5353.686035
	Iteration 53Q: 3 clusters Score -9061777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9061780.000000 Penalty: 5353.686035
	Iteration 54Q: 3 clusters Score -9061780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9061782.000000 Penalty: 5353.686035
	Iteration 55Q: 3 clusters Score -9061782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9061791.000000 Penalty: 5353.686035
	Iteration 56Q: 3 clusters Score -9061791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9061791.000000 Penalty: 5353.686035
	Iteration 57Q: 3 clusters Score -9061791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9061789.000000 Penalty: 5353.686035
	Iteration 58Q: 3 clusters Score -9061789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9061789.000000 Penalty: 5353.686035
	Iteration 59F: 3 clusters Score -9061789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -161771.953125 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -161772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -159955.265625 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -159955.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -160461.546875 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -160461.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -160650.140625 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -160650.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -160821.843750 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -160821.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -160950.515625 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -160950.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -161062.296875 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -161062.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -161170.953125 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -161171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -161225.671875 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -161225.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -161273.468750 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -161273.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -161334.937500 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -161334.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -161409.937500 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -161409.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -161496.562500 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -161496.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -161544.343750 Penalty: 3397.662598
	Iteration 12Q: 3 clusters Score -161544.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -161566.984375 Penalty: 3397.662598
	Iteration 13Q: 3 clusters Score -161567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -161606.796875 Penalty: 3397.662598
	Iteration 14Q: 3 clusters Score -161606.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -161737.015625 Penalty: 3397.662598
	Iteration 15Q: 3 clusters Score -161737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -161946.296875 Penalty: 3397.662598
	Iteration 16Q: 3 clusters Score -161946.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -162058.218750 Penalty: 3397.662598
	Iteration 17Q: 3 clusters Score -162058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -162080.531250 Penalty: 3397.662598
	Iteration 18Q: 3 clusters Score -162080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -162084.359375 Penalty: 3397.662598
	Iteration 19Q: 3 clusters Score -162084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -162085.140625 Penalty: 3397.662598
	Iteration 20F: 3 clusters Score -162085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -162089.968750 Penalty: 3397.662598
	Iteration 21Q: 3 clusters Score -162090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -162089.968750 Penalty: 3397.662598
	Iteration 22F: 3 clusters Score -162090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 60946 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 49102 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 47525 members 
Mstep: Class 14 contains 21319 members 
Mstep: Class 15 contains 48714 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48015 members 
Mstep: Class 19 contains 47478 members 
Mstep: Class 20 contains 48736 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 49358 members 
Mstep: Class 23 contains 63106 members 
Entering Unmasked Estep 
Score: -110125672.000000 Penalty: 75914.765625
Splitting cluster 16 changes total score from -110126960.000000 to -110125672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -99215.109375 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -99215.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97617.382812 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -97617.38 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97863.429688 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -97863.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -97958.734375 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -97958.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -98030.476562 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -98030.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98084.320312 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -98084.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -98121.781250 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -98121.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -98150.429688 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -98150.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98167.617188 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -98167.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98175.843750 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98175.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -98179.796875 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -98183.515625 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98183.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -98185.625000 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98185.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98186.867188 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -98186.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -98187.539062 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -98187.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98189.640625 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -98189.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98189.640625 Penalty: 3225.383789
	Iteration 15F: 3 clusters Score -98189.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Entering Unmasked Estep 
Score: -8993526.000000 Penalty: 2673.258545
	Iteration 0F: 2 clusters Score -8993526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -8963136.000000 Penalty: 5346.517090
	Iteration 0F: 3 clusters Score -8963136 nChanged 22189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -8975379.000000 Penalty: 5346.517090
	Iteration 1F: 3 clusters Score -8975379 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -8975951.000000 Penalty: 5346.517090
	Iteration 2Q: 3 clusters Score -8975951 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -8976621.000000 Penalty: 5346.517090
	Iteration 3Q: 3 clusters Score -8976621 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -8977504.000000 Penalty: 5346.517090
	Iteration 4Q: 3 clusters Score -8977504 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -8978886.000000 Penalty: 5346.517090
	Iteration 5F: 3 clusters Score -8978886 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -8981231.000000 Penalty: 5346.517090
	Iteration 6F: 3 clusters Score -8981231 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -8984487.000000 Penalty: 5346.517090
	Iteration 7F: 3 clusters Score -8984487 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -8987738.000000 Penalty: 5346.517090
	Iteration 8F: 3 clusters Score -8987738 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -8989866.000000 Penalty: 5346.517090
	Iteration 9F: 3 clusters Score -8989866 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -8990667.000000 Penalty: 5346.517090
	Iteration 10Q: 3 clusters Score -8990667 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -8990948.000000 Penalty: 5346.517090
	Iteration 11Q: 3 clusters Score -8990948 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -8991095.000000 Penalty: 5346.517090
	Iteration 12Q: 3 clusters Score -8991095 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -8991142.000000 Penalty: 5346.517090
	Iteration 13Q: 3 clusters Score -8991142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -8991163.000000 Penalty: 5346.517090
	Iteration 14Q: 3 clusters Score -8991163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -8991192.000000 Penalty: 5346.517090
	Iteration 15Q: 3 clusters Score -8991192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -8991210.000000 Penalty: 5346.517090
	Iteration 16Q: 3 clusters Score -8991210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -8991221.000000 Penalty: 5346.517090
	Iteration 17Q: 3 clusters Score -8991221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -8991226.000000 Penalty: 5346.517090
	Iteration 18Q: 3 clusters Score -8991226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -8991223.000000 Penalty: 5346.517090
	Iteration 19Q: 3 clusters Score -8991223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -8991238.000000 Penalty: 5346.517090
	Iteration 20F: 3 clusters Score -8991238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -8991240.000000 Penalty: 5346.517090
	Iteration 21Q: 3 clusters Score -8991240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -8991240.000000 Penalty: 5346.517090
	Iteration 22Q: 3 clusters Score -8991240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -8991241.000000 Penalty: 5346.517090
	Iteration 23Q: 3 clusters Score -8991241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -8991237.000000 Penalty: 5346.517090
	Iteration 24Q: 3 clusters Score -8991237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -8991243.000000 Penalty: 5346.517090
	Iteration 25Q: 3 clusters Score -8991243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -8991243.000000 Penalty: 5346.517090
	Iteration 26Q: 3 clusters Score -8991243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -8991243.000000 Penalty: 5346.517090
	Iteration 27F: 3 clusters Score -8991243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Entering Unmasked Estep 
Score: -8835632.000000 Penalty: 2670.469238
	Iteration 0F: 2 clusters Score -8835632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -8804601.000000 Penalty: 5340.938477
	Iteration 0F: 3 clusters Score -8804601 nChanged 21829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -8816769.000000 Penalty: 5340.938477
	Iteration 1F: 3 clusters Score -8816769 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -8817426.000000 Penalty: 5340.938477
	Iteration 2Q: 3 clusters Score -8817426 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -8818174.000000 Penalty: 5340.938477
	Iteration 3Q: 3 clusters Score -8818174 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -8819154.000000 Penalty: 5340.938477
	Iteration 4Q: 3 clusters Score -8819154 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -8820528.000000 Penalty: 5340.938477
	Iteration 5Q: 3 clusters Score -8820528 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -8822425.000000 Penalty: 5340.938477
	Iteration 6F: 3 clusters Score -8822425 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -8824498.000000 Penalty: 5340.938477
	Iteration 7F: 3 clusters Score -8824498 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -8826583.000000 Penalty: 5340.938477
	Iteration 8F: 3 clusters Score -8826583 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -8828517.000000 Penalty: 5340.938477
	Iteration 9F: 3 clusters Score -8828517 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8830159.000000 Penalty: 5340.938477
	Iteration 10Q: 3 clusters Score -8830159 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8831235.000000 Penalty: 5340.938477
	Iteration 11Q: 3 clusters Score -8831235 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8832008.000000 Penalty: 5340.938477
	Iteration 12Q: 3 clusters Score -8832008 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8832515.000000 Penalty: 5340.938477
	Iteration 13Q: 3 clusters Score -8832515 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8832860.000000 Penalty: 5340.938477
	Iteration 14Q: 3 clusters Score -8832860 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8833048.000000 Penalty: 5340.938477
	Iteration 15Q: 3 clusters Score -8833048 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8833155.000000 Penalty: 5340.938477
	Iteration 16Q: 3 clusters Score -8833155 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8833252.000000 Penalty: 5340.938477
	Iteration 17Q: 3 clusters Score -8833252 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8833317.000000 Penalty: 5340.938477
	Iteration 18Q: 3 clusters Score -8833317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8833356.000000 Penalty: 5340.938477
	Iteration 19Q: 3 clusters Score -8833356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8833399.000000 Penalty: 5340.938477
	Iteration 20F: 3 clusters Score -8833399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8833418.000000 Penalty: 5340.938477
	Iteration 21Q: 3 clusters Score -8833418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8833434.000000 Penalty: 5340.938477
	Iteration 22Q: 3 clusters Score -8833434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8833448.000000 Penalty: 5340.938477
	Iteration 23Q: 3 clusters Score -8833448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8833485.000000 Penalty: 5340.938477
	Iteration 24Q: 3 clusters Score -8833485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8833496.000000 Penalty: 5340.938477
	Iteration 25Q: 3 clusters Score -8833496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8833500.000000 Penalty: 5340.938477
	Iteration 26Q: 3 clusters Score -8833500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8833505.000000 Penalty: 5340.938477
	Iteration 27Q: 3 clusters Score -8833505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8833511.000000 Penalty: 5340.938477
	Iteration 28Q: 3 clusters Score -8833511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8833513.000000 Penalty: 5340.938477
	Iteration 29Q: 3 clusters Score -8833513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8833510.000000 Penalty: 5340.938477
	Iteration 30Q: 3 clusters Score -8833510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8833521.000000 Penalty: 5340.938477
	Iteration 31Q: 3 clusters Score -8833521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8833521.000000 Penalty: 5340.938477
	Iteration 32F: 3 clusters Score -8833521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Entering Unmasked Estep 
Score: -9017409.000000 Penalty: 2676.955078
	Iteration 0F: 2 clusters Score -9017409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -8985630.000000 Penalty: 5353.910156
	Iteration 0F: 3 clusters Score -8985630 nChanged 22598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -8998658.000000 Penalty: 5353.910156
	Iteration 1F: 3 clusters Score -8998658 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -8999643.000000 Penalty: 5353.910156
	Iteration 2Q: 3 clusters Score -8999643 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -9001085.000000 Penalty: 5353.910156
	Iteration 3F: 3 clusters Score -9001085 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -9003030.000000 Penalty: 5353.910156
	Iteration 4F: 3 clusters Score -9003030 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -9005777.000000 Penalty: 5353.910156
	Iteration 5F: 3 clusters Score -9005777 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -9008872.000000 Penalty: 5353.910156
	Iteration 6F: 3 clusters Score -9008872 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -9010938.000000 Penalty: 5353.910156
	Iteration 7F: 3 clusters Score -9010938 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -9011869.000000 Penalty: 5353.910156
	Iteration 8Q: 3 clusters Score -9011869 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -9012277.000000 Penalty: 5353.910156
	Iteration 9Q: 3 clusters Score -9012277 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -9012581.000000 Penalty: 5353.910156
	Iteration 10Q: 3 clusters Score -9012581 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -9012847.000000 Penalty: 5353.910156
	Iteration 11Q: 3 clusters Score -9012847 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -9013071.000000 Penalty: 5353.910156
	Iteration 12Q: 3 clusters Score -9013071 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -9013264.000000 Penalty: 5353.910156
	Iteration 13Q: 3 clusters Score -9013264 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -9013480.000000 Penalty: 5353.910156
	Iteration 14Q: 3 clusters Score -9013480 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -9013676.000000 Penalty: 5353.910156
	Iteration 15Q: 3 clusters Score -9013676 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -9013922.000000 Penalty: 5353.910156
	Iteration 16Q: 3 clusters Score -9013922 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -9014089.000000 Penalty: 5353.910156
	Iteration 17Q: 3 clusters Score -9014089 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -9014253.000000 Penalty: 5353.910156
	Iteration 18Q: 3 clusters Score -9014253 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -9014404.000000 Penalty: 5353.910156
	Iteration 19Q: 3 clusters Score -9014404 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -9014526.000000 Penalty: 5353.910156
	Iteration 20F: 3 clusters Score -9014526 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -9014618.000000 Penalty: 5353.910156
	Iteration 21Q: 3 clusters Score -9014618 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -9014746.000000 Penalty: 5353.910156
	Iteration 22Q: 3 clusters Score -9014746 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -9014886.000000 Penalty: 5353.910156
	Iteration 23Q: 3 clusters Score -9014886 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -9015019.000000 Penalty: 5353.910156
	Iteration 24Q: 3 clusters Score -9015019 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -9015171.000000 Penalty: 5353.910156
	Iteration 25Q: 3 clusters Score -9015171 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -9015253.000000 Penalty: 5353.910156
	Iteration 26Q: 3 clusters Score -9015253 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -9015380.000000 Penalty: 5353.910156
	Iteration 27Q: 3 clusters Score -9015380 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -9015447.000000 Penalty: 5353.910156
	Iteration 28Q: 3 clusters Score -9015447 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -9015552.000000 Penalty: 5353.910156
	Iteration 29Q: 3 clusters Score -9015552 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -9015627.000000 Penalty: 5353.910156
	Iteration 30Q: 3 clusters Score -9015627 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -9015684.000000 Penalty: 5353.910156
	Iteration 31Q: 3 clusters Score -9015684 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -9015747.000000 Penalty: 5353.910156
	Iteration 32Q: 3 clusters Score -9015747 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -9015791.000000 Penalty: 5353.910156
	Iteration 33Q: 3 clusters Score -9015791 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9015840.000000 Penalty: 5353.910156
	Iteration 34Q: 3 clusters Score -9015840 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -9015856.000000 Penalty: 5353.910156
	Iteration 35Q: 3 clusters Score -9015856 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -9015898.000000 Penalty: 5353.910156
	Iteration 36Q: 3 clusters Score -9015898 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -9015887.000000 Penalty: 5353.910156
	Iteration 37Q: 3 clusters Score -9015887 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -9015903.000000 Penalty: 5353.910156
	Iteration 38Q: 3 clusters Score -9015903 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -9015946.000000 Penalty: 5353.910156
	Iteration 39Q: 3 clusters Score -9015946 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9015959.000000 Penalty: 5353.910156
	Iteration 40F: 3 clusters Score -9015959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -9015959.000000 Penalty: 5353.910156
	Iteration 41Q: 3 clusters Score -9015959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9015978.000000 Penalty: 5353.910156
	Iteration 42Q: 3 clusters Score -9015978 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9015998.000000 Penalty: 5353.910156
	Iteration 43Q: 3 clusters Score -9015998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9016020.000000 Penalty: 5353.910156
	Iteration 44Q: 3 clusters Score -9016020 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -9016020.000000 Penalty: 5353.910156
	Iteration 45Q: 3 clusters Score -9016020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -9015990.000000 Penalty: 5353.910156
	Iteration 46Q: 3 clusters Score -9015990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9015987.000000 Penalty: 5353.910156
	Iteration 47Q: 3 clusters Score -9015987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9015999.000000 Penalty: 5353.910156
	Iteration 48Q: 3 clusters Score -9015999 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -9015975.000000 Penalty: 5353.910156
	Iteration 49Q: 3 clusters Score -9015975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9015977.000000 Penalty: 5353.910156
	Iteration 50Q: 3 clusters Score -9015977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9015976.000000 Penalty: 5353.910156
	Iteration 51Q: 3 clusters Score -9015976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9015987.000000 Penalty: 5353.910156
	Iteration 52Q: 3 clusters Score -9015987 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9015982.000000 Penalty: 5353.910156
	Iteration 53Q: 3 clusters Score -9015982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9015994.000000 Penalty: 5353.910156
	Iteration 54Q: 3 clusters Score -9015994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9015980.000000 Penalty: 5353.910156
	Iteration 55Q: 3 clusters Score -9015980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9015976.000000 Penalty: 5353.910156
	Iteration 56Q: 3 clusters Score -9015976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9015979.000000 Penalty: 5353.910156
	Iteration 57Q: 3 clusters Score -9015979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9015977.000000 Penalty: 5353.910156
	Iteration 58Q: 3 clusters Score -9015977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9015971.000000 Penalty: 5353.910156
	Iteration 59Q: 3 clusters Score -9015971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9015970.000000 Penalty: 5353.910156
	Iteration 60F: 3 clusters Score -9015970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9015959.000000 Penalty: 5353.910156
	Iteration 61Q: 3 clusters Score -9015959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9015955.000000 Penalty: 5353.910156
	Iteration 62Q: 3 clusters Score -9015955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9015936.000000 Penalty: 5353.910156
	Iteration 63Q: 3 clusters Score -9015936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9015940.000000 Penalty: 5353.910156
	Iteration 64Q: 3 clusters Score -9015940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9015951.000000 Penalty: 5353.910156
	Iteration 65Q: 3 clusters Score -9015951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9015953.000000 Penalty: 5353.910156
	Iteration 66Q: 3 clusters Score -9015953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9015950.000000 Penalty: 5353.910156
	Iteration 67Q: 3 clusters Score -9015950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9015942.000000 Penalty: 5353.910156
	Iteration 68Q: 3 clusters Score -9015942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -9015943.000000 Penalty: 5353.910156
	Iteration 69Q: 3 clusters Score -9015943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9015939.000000 Penalty: 5353.910156
	Iteration 70Q: 3 clusters Score -9015939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -9015936.000000 Penalty: 5353.910156
	Iteration 71Q: 3 clusters Score -9015936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9015940.000000 Penalty: 5353.910156
	Iteration 72Q: 3 clusters Score -9015940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9015931.000000 Penalty: 5353.910156
	Iteration 73Q: 3 clusters Score -9015931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9015935.000000 Penalty: 5353.910156
	Iteration 74Q: 3 clusters Score -9015935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -9015929.000000 Penalty: 5353.910156
	Iteration 75Q: 3 clusters Score -9015929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9015925.000000 Penalty: 5353.910156
	Iteration 76Q: 3 clusters Score -9015925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9015932.000000 Penalty: 5353.910156
	Iteration 77Q: 3 clusters Score -9015932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9015931.000000 Penalty: 5353.910156
	Iteration 78Q: 3 clusters Score -9015931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9015940.000000 Penalty: 5353.910156
	Iteration 79Q: 3 clusters Score -9015940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9015933.000000 Penalty: 5353.910156
	Iteration 80F: 3 clusters Score -9015933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Entering Unmasked Estep 
Score: -9303553.000000 Penalty: 2680.100098
	Iteration 0F: 2 clusters Score -9303553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -9273202.000000 Penalty: 5360.200195
	Iteration 0F: 3 clusters Score -9273202 nChanged 22984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -9285736.000000 Penalty: 5360.200195
	Iteration 1F: 3 clusters Score -9285736 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -9286319.000000 Penalty: 5360.200195
	Iteration 2Q: 3 clusters Score -9286319 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -9286939.000000 Penalty: 5360.200195
	Iteration 3Q: 3 clusters Score -9286939 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -9287691.000000 Penalty: 5360.200195
	Iteration 4Q: 3 clusters Score -9287691 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -9288431.000000 Penalty: 5360.200195
	Iteration 5Q: 3 clusters Score -9288431 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -9289496.000000 Penalty: 5360.200195
	Iteration 6Q: 3 clusters Score -9289496 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -9290962.000000 Penalty: 5360.200195
	Iteration 7F: 3 clusters Score -9290962 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -9292953.000000 Penalty: 5360.200195
	Iteration 8F: 3 clusters Score -9292953 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -9295449.000000 Penalty: 5360.200195
	Iteration 9F: 3 clusters Score -9295449 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -9297889.000000 Penalty: 5360.200195
	Iteration 10F: 3 clusters Score -9297889 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -9299315.000000 Penalty: 5360.200195
	Iteration 11F: 3 clusters Score -9299315 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -9299850.000000 Penalty: 5360.200195
	Iteration 12Q: 3 clusters Score -9299850 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -9300142.000000 Penalty: 5360.200195
	Iteration 13Q: 3 clusters Score -9300142 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -9300277.000000 Penalty: 5360.200195
	Iteration 14Q: 3 clusters Score -9300277 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -9300490.000000 Penalty: 5360.200195
	Iteration 15Q: 3 clusters Score -9300490 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -9300647.000000 Penalty: 5360.200195
	Iteration 16Q: 3 clusters Score -9300647 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -9300684.000000 Penalty: 5360.200195
	Iteration 17Q: 3 clusters Score -9300684 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9300786 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -9300821.000000 Penalty: 5360.200195
	Iteration 19Q: 3 clusters Score -9300821 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -9300912.000000 Penalty: 5360.200195
	Iteration 20F: 3 clusters Score -9300912 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -9300998.000000 Penalty: 5360.200195
	Iteration 21Q: 3 clusters Score -9300998 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -9301023.000000 Penalty: 5360.200195
	Iteration 22Q: 3 clusters Score -9301023 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -9301063.000000 Penalty: 5360.200195
	Iteration 23Q: 3 clusters Score -9301063 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -9301133.000000 Penalty: 5360.200195
	Iteration 24Q: 3 clusters Score -9301133 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -9301153.000000 Penalty: 5360.200195
	Iteration 25Q: 3 clusters Score -9301153 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -9301177.000000 Penalty: 5360.200195
	Iteration 26Q: 3 clusters Score -9301177 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -9301208.000000 Penalty: 5360.200195
	Iteration 27Q: 3 clusters Score -9301208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -9301220.000000 Penalty: 5360.200195
	Iteration 28Q: 3 clusters Score -9301220 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -9301215.000000 Penalty: 5360.200195
	Iteration 29Q: 3 clusters Score -9301215 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -9301238.000000 Penalty: 5360.200195
	Iteration 30Q: 3 clusters Score -9301238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -9301264.000000 Penalty: 5360.200195
	Iteration 31Q: 3 clusters Score -9301264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -9301290.000000 Penalty: 5360.200195
	Iteration 32Q: 3 clusters Score -9301290 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -9301298.000000 Penalty: 5360.200195
	Iteration 33Q: 3 clusters Score -9301298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -9301291.000000 Penalty: 5360.200195
	Iteration 34Q: 3 clusters Score -9301291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -9301296.000000 Penalty: 5360.200195
	Iteration 35Q: 3 clusters Score -9301296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -9301299.000000 Penalty: 5360.200195
	Iteration 36Q: 3 clusters Score -9301299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -9301294.000000 Penalty: 5360.200195
	Iteration 37Q: 3 clusters Score -9301294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -9301302.000000 Penalty: 5360.200195
	Iteration 38Q: 3 clusters Score -9301302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -9301297.000000 Penalty: 5360.200195
	Iteration 39Q: 3 clusters Score -9301297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -9301285.000000 Penalty: 5360.200195
	Iteration 40F: 3 clusters Score -9301285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -9301292.000000 Penalty: 5360.200195
	Iteration 41Q: 3 clusters Score -9301292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -9301289.000000 Penalty: 5360.200195
	Iteration 42Q: 3 clusters Score -9301289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -9301286.000000 Penalty: 5360.200195
	Iteration 43Q: 3 clusters Score -9301286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -9301291.000000 Penalty: 5360.200195
	Iteration 44Q: 3 clusters Score -9301291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -9301299.000000 Penalty: 5360.200195
	Iteration 45Q: 3 clusters Score -9301299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -9301307.000000 Penalty: 5360.200195
	Iteration 46Q: 3 clusters Score -9301307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -9301308.000000 Penalty: 5360.200195
	Iteration 47Q: 3 clusters Score -9301308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -9301304.000000 Penalty: 5360.200195
	Iteration 48Q: 3 clusters Score -9301304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -9301303.000000 Penalty: 5360.200195
	Iteration 49Q: 3 clusters Score -9301303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -9301306.000000 Penalty: 5360.200195
	Iteration 50Q: 3 clusters Score -9301306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -9301302.000000 Penalty: 5360.200195
	Iteration 51Q: 3 clusters Score -9301302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -9301317.000000 Penalty: 5360.200195
	Iteration 52Q: 3 clusters Score -9301317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -9301314.000000 Penalty: 5360.200195
	Iteration 53Q: 3 clusters Score -9301314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -9301318.000000 Penalty: 5360.200195
	Iteration 54Q: 3 clusters Score -9301318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -9301316.000000 Penalty: 5360.200195
	Iteration 55Q: 3 clusters Score -9301316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -9301312.000000 Penalty: 5360.200195
	Iteration 56Q: 3 clusters Score -9301312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -9301325.000000 Penalty: 5360.200195
	Iteration 57Q: 3 clusters Score -9301325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -9301321.000000 Penalty: 5360.200195
	Iteration 58Q: 3 clusters Score -9301321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -9301323.000000 Penalty: 5360.200195
	Iteration 59Q: 3 clusters Score -9301323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -9301321.000000 Penalty: 5360.200195
	Iteration 60F: 3 clusters Score -9301321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -9301319.000000 Penalty: 5360.200195
	Iteration 61Q: 3 clusters Score -9301319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -9301323.000000 Penalty: 5360.200195
	Iteration 62Q: 3 clusters Score -9301323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -9301329.000000 Penalty: 5360.200195
	Iteration 63Q: 3 clusters Score -9301329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -9301329.000000 Penalty: 5360.200195
	Iteration 64Q: 3 clusters Score -9301329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -9301313.000000 Penalty: 5360.200195
	Iteration 65Q: 3 clusters Score -9301313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -9301334.000000 Penalty: 5360.200195
	Iteration 66Q: 3 clusters Score -9301334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -9301339.000000 Penalty: 5360.200195
	Iteration 67Q: 3 clusters Score -9301339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -9301337.000000 Penalty: 5360.200195
	Iteration 68Q: 3 clusters Score -9301337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -9301344.000000 Penalty: 5360.200195
	Iteration 69Q: 3 clusters Score -9301344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -9301351.000000 Penalty: 5360.200195
	Iteration 70Q: 3 clusters Score -9301351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -9301352.000000 Penalty: 5360.200195
	Iteration 71Q: 3 clusters Score -9301352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -9301352.000000 Penalty: 5360.200195
	Iteration 72Q: 3 clusters Score -9301352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -9301360.000000 Penalty: 5360.200195
	Iteration 73Q: 3 clusters Score -9301360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -9301357.000000 Penalty: 5360.200195
	Iteration 74Q: 3 clusters Score -9301357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -9301355.000000 Penalty: 5360.200195
	Iteration 75Q: 3 clusters Score -9301355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -9301353.000000 Penalty: 5360.200195
	Iteration 76Q: 3 clusters Score -9301353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -9301347.000000 Penalty: 5360.200195
	Iteration 77Q: 3 clusters Score -9301347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -9301353.000000 Penalty: 5360.200195
	Iteration 78Q: 3 clusters Score -9301353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -9301353.000000 Penalty: 5360.200195
	Iteration 79Q: 3 clusters Score -9301353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -9301342.000000 Penalty: 5360.200195
	Iteration 80F: 3 clusters Score -9301342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -9301346.000000 Penalty: 5360.200195
	Iteration 81Q: 3 clusters Score -9301346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -9301348.000000 Penalty: 5360.200195
	Iteration 82Q: 3 clusters Score -9301348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -9301346.000000 Penalty: 5360.200195
	Iteration 83Q: 3 clusters Score -9301346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -9301344.000000 Penalty: 5360.200195
	Iteration 84Q: 3 clusters Score -9301344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -9301346.000000 Penalty: 5360.200195
	Iteration 85Q: 3 clusters Score -9301346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -9301355.000000 Penalty: 5360.200195
	Iteration 86Q: 3 clusters Score -9301355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -9301351.000000 Penalty: 5360.200195
	Iteration 87Q: 3 clusters Score -9301351 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9301352 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
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	Iteration 89F: 3 clusters Score -9301352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63106 members 
Entering Unmasked Estep 
Score: -11815891.000000 Penalty: 2741.037598
	Iteration 0F: 2 clusters Score -1.181589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -11783227.000000 Penalty: 5482.075195
	Iteration 0F: 3 clusters Score -1.178323e+07 nChanged 29479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -11799420.000000 Penalty: 5482.075195
	Iteration 1F: 3 clusters Score -1.179942e+07 nChanged 2402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.180004e+07 nChanged 2228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.18007e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -11801307.000000 Penalty: 5482.075195
	Iteration 4Q: 3 clusters Score -1.180131e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -11802147.000000 Penalty: 5482.075195
	Iteration 5Q: 3 clusters Score -1.180215e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -11803181.000000 Penalty: 5482.075195
	Iteration 6Q: 3 clusters Score -1.180318e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -11804699.000000 Penalty: 5482.075195
	Iteration 7Q: 3 clusters Score -1.18047e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -11807138.000000 Penalty: 5482.075195
	Iteration 8F: 3 clusters Score -1.180714e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -11810216.000000 Penalty: 5482.075195
	Iteration 9F: 3 clusters Score -1.181022e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -11812990.000000 Penalty: 5482.075195
	Iteration 10F: 3 clusters Score -1.181299e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -11814384.000000 Penalty: 5482.075195
	Iteration 11Q: 3 clusters Score -1.181438e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -11815123.000000 Penalty: 5482.075195
	Iteration 12Q: 3 clusters Score -1.181512e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -11815641.000000 Penalty: 5482.075195
	Iteration 13Q: 3 clusters Score -1.181564e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -11816171.000000 Penalty: 5482.075195
	Iteration 14Q: 3 clusters Score -1.181617e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -11816702.000000 Penalty: 5482.075195
	Iteration 15Q: 3 clusters Score -1.18167e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -11817112.000000 Penalty: 5482.075195
	Iteration 16Q: 3 clusters Score -1.181711e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -11817483.000000 Penalty: 5482.075195
	Iteration 17Q: 3 clusters Score -1.181748e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -11817761.000000 Penalty: 5482.075195
	Iteration 18Q: 3 clusters Score -1.181776e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -11818058.000000 Penalty: 5482.075195
	Iteration 19Q: 3 clusters Score -1.181806e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -11818280.000000 Penalty: 5482.075195
	Iteration 20F: 3 clusters Score -1.181828e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -11818466.000000 Penalty: 5482.075195
	Iteration 21Q: 3 clusters Score -1.181847e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -11818650.000000 Penalty: 5482.075195
	Iteration 22Q: 3 clusters Score -1.181865e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -11818832.000000 Penalty: 5482.075195
	Iteration 23Q: 3 clusters Score -1.181883e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -11818816.000000 Penalty: 5482.075195
	Iteration 24Q: 3 clusters Score -1.181882e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -11818862.000000 Penalty: 5482.075195
	Iteration 25Q: 3 clusters Score -1.181886e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -11818915.000000 Penalty: 5482.075195
	Iteration 26Q: 3 clusters Score -1.181892e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -11818933.000000 Penalty: 5482.075195
	Iteration 27Q: 3 clusters Score -1.181893e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -11818960.000000 Penalty: 5482.075195
	Iteration 28Q: 3 clusters Score -1.181896e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -11818977.000000 Penalty: 5482.075195
	Iteration 29Q: 3 clusters Score -1.181898e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -11818997.000000 Penalty: 5482.075195
	Iteration 30Q: 3 clusters Score -1.1819e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -11819053.000000 Penalty: 5482.075195
	Iteration 31Q: 3 clusters Score -1.181905e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -11819040.000000 Penalty: 5482.075195
	Iteration 32Q: 3 clusters Score -1.181904e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -11819047.000000 Penalty: 5482.075195
	Iteration 33Q: 3 clusters Score -1.181905e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -11819064.000000 Penalty: 5482.075195
	Iteration 34Q: 3 clusters Score -1.181906e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -11819089.000000 Penalty: 5482.075195
	Iteration 35Q: 3 clusters Score -1.181909e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -11819115.000000 Penalty: 5482.075195
	Iteration 36Q: 3 clusters Score -1.181912e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -11819177.000000 Penalty: 5482.075195
	Iteration 37Q: 3 clusters Score -1.181918e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -11819152.000000 Penalty: 5482.075195
	Iteration 38Q: 3 clusters Score -1.181915e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -11819187.000000 Penalty: 5482.075195
	Iteration 39Q: 3 clusters Score -1.181919e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -11819176.000000 Penalty: 5482.075195
	Iteration 40F: 3 clusters Score -1.181918e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -11819169.000000 Penalty: 5482.075195
	Iteration 41Q: 3 clusters Score -1.181917e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -11819147.000000 Penalty: 5482.075195
	Iteration 42Q: 3 clusters Score -1.181915e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -11819139.000000 Penalty: 5482.075195
	Iteration 43Q: 3 clusters Score -1.181914e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -11819176.000000 Penalty: 5482.075195
	Iteration 44Q: 3 clusters Score -1.181918e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -11819157.000000 Penalty: 5482.075195
	Iteration 45Q: 3 clusters Score -1.181916e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -11819164.000000 Penalty: 5482.075195
	Iteration 46Q: 3 clusters Score -1.181916e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -11819167.000000 Penalty: 5482.075195
	Iteration 47Q: 3 clusters Score -1.181917e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -11819176.000000 Penalty: 5482.075195
	Iteration 48Q: 3 clusters Score -1.181918e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -11819176.000000 Penalty: 5482.075195
	Iteration 49Q: 3 clusters Score -1.181918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -11819179.000000 Penalty: 5482.075195
	Iteration 50Q: 3 clusters Score -1.181918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -11819166.000000 Penalty: 5482.075195
	Iteration 51Q: 3 clusters Score -1.181917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -11819173.000000 Penalty: 5482.075195
	Iteration 52Q: 3 clusters Score -1.181917e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -11819176.000000 Penalty: 5482.075195
	Iteration 53Q: 3 clusters Score -1.181918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -11819164.000000 Penalty: 5482.075195
	Iteration 54Q: 3 clusters Score -1.181916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -11819163.000000 Penalty: 5482.075195
	Iteration 55Q: 3 clusters Score -1.181916e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -11819138.000000 Penalty: 5482.075195
	Iteration 56Q: 3 clusters Score -1.181914e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -11819155.000000 Penalty: 5482.075195
	Iteration 57Q: 3 clusters Score -1.181916e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -11819151.000000 Penalty: 5482.075195
	Iteration 58Q: 3 clusters Score -1.181915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -11819147.000000 Penalty: 5482.075195
	Iteration 59Q: 3 clusters Score -1.181915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -11819168.000000 Penalty: 5482.075195
	Iteration 60F: 3 clusters Score -1.181917e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -11819187.000000 Penalty: 5482.075195
	Iteration 61Q: 3 clusters Score -1.181919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -11819185.000000 Penalty: 5482.075195
	Iteration 62Q: 3 clusters Score -1.181918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -11819192.000000 Penalty: 5482.075195
	Iteration 63Q: 3 clusters Score -1.181919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -11819184.000000 Penalty: 5482.075195
	Iteration 64Q: 3 clusters Score -1.181918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -11819198.000000 Penalty: 5482.075195
	Iteration 65Q: 3 clusters Score -1.18192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -11819191.000000 Penalty: 5482.075195
	Iteration 66Q: 3 clusters Score -1.181919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -11819199.000000 Penalty: 5482.075195
	Iteration 67Q: 3 clusters Score -1.18192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -11819208.000000 Penalty: 5482.075195
	Iteration 68Q: 3 clusters Score -1.181921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -11819196.000000 Penalty: 5482.075195
	Iteration 69Q: 3 clusters Score -1.18192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -11819194.000000 Penalty: 5482.075195
	Iteration 70Q: 3 clusters Score -1.181919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -11819198.000000 Penalty: 5482.075195
	Iteration 71Q: 3 clusters Score -1.18192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -11819202.000000 Penalty: 5482.075195
	Iteration 72Q: 3 clusters Score -1.18192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -11819199.000000 Penalty: 5482.075195
	Iteration 73Q: 3 clusters Score -1.18192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -11819204.000000 Penalty: 5482.075195
	Iteration 74Q: 3 clusters Score -1.18192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -11819194.000000 Penalty: 5482.075195
	Iteration 75Q: 3 clusters Score -1.181919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -11819202.000000 Penalty: 5482.075195
	Iteration 76Q: 3 clusters Score -1.18192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -11819200.000000 Penalty: 5482.075195
	Iteration 77Q: 3 clusters Score -1.18192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -11819211.000000 Penalty: 5482.075195
	Iteration 78Q: 3 clusters Score -1.181921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -11819214.000000 Penalty: 5482.075195
	Iteration 79Q: 3 clusters Score -1.181921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -11819198.000000 Penalty: 5482.075195
	Iteration 80F: 3 clusters Score -1.18192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 60946 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 49102 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 47525 members 
Mstep: Class 14 contains 21319 members 
Mstep: Class 15 contains 48714 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48015 members 
Mstep: Class 19 contains 47478 members 
Mstep: Class 20 contains 48736 members 
Mstep: Class 21 contains 46393 members 
Mstep: Class 22 contains 49358 members 
Mstep: Class 23 contains 16713 members 
Entering Unmasked Estep 
Score: -110129944.000000 Penalty: 75914.765625
Splitting cluster 23 changes total score from -110126960.000000 to -110129944.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 60946 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 49102 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 47525 members 
Mstep: Class 14 contains 21319 members 
Mstep: Class 15 contains 48714 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48015 members 
Mstep: Class 19 contains 47478 members 
Mstep: Class 20 contains 48736 members 
Mstep: Class 22 contains 49358 members 
Mstep: Class 23 contains 16713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110132784.000000 Penalty: 75914.765625
Iteration 79Q: 24 clusters Score -1.101328e+08 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7275 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 59003 members 
Mstep: Class 7 contains 51513 members 
Mstep: Class 8 contains 49674 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 51571 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 48119 members 
Mstep: Class 14 contains 22167 members 
Mstep: Class 15 contains 49191 members 
Mstep: Class 16 contains 948 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47717 members 
Mstep: Class 19 contains 47270 members 
Mstep: Class 20 contains 48882 members 
Mstep: Class 21 contains 44949 members 
Mstep: Class 22 contains 49639 members 
Mstep: Class 23 contains 18062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110134872.000000 Penalty: 75914.765625
Iteration 80F: 24 clusters Score -1.101349e+08 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7321 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 56757 members 
Mstep: Class 7 contains 51159 members 
Mstep: Class 8 contains 49281 members 
Mstep: Class 9 contains 1196 members 
Mstep: Class 10 contains 51275 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 48308 members 
Mstep: Class 14 contains 22956 members 
Mstep: Class 15 contains 49520 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 669 members 
Mstep: Class 18 contains 47060 members 
Mstep: Class 19 contains 46430 members 
Mstep: Class 20 contains 48282 members 
Mstep: Class 21 contains 48245 members 
Mstep: Class 22 contains 49701 members 
Mstep: Class 23 contains 18760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136408.000000 Penalty: 75914.765625
Iteration 81Q: 24 clusters Score -1.101364e+08 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 54772 members 
Mstep: Class 7 contains 50646 members 
Mstep: Class 8 contains 48658 members 
Mstep: Class 9 contains 1189 members 
Mstep: Class 10 contains 51347 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 48359 members 
Mstep: Class 14 contains 23647 members 
Mstep: Class 15 contains 49601 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 669 members 
Mstep: Class 18 contains 46918 members 
Mstep: Class 19 contains 45715 members 
Mstep: Class 20 contains 47573 members 
Mstep: Class 21 contains 51393 members 
Mstep: Class 22 contains 48941 members 
Mstep: Class 23 contains 20142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137592.000000 Penalty: 75914.765625
Iteration 82Q: 24 clusters Score -1.101376e+08 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7334 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 53034 members 
Mstep: Class 7 contains 50067 members 
Mstep: Class 8 contains 48243 members 
Mstep: Class 9 contains 1177 members 
Mstep: Class 10 contains 51275 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 48395 members 
Mstep: Class 14 contains 24214 members 
Mstep: Class 15 contains 49468 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 669 members 
Mstep: Class 18 contains 47081 members 
Mstep: Class 19 contains 44829 members 
Mstep: Class 20 contains 47124 members 
Mstep: Class 21 contains 54154 members 
Mstep: Class 22 contains 48137 members 
Mstep: Class 23 contains 21714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138448.000000 Penalty: 75914.765625
Iteration 83Q: 24 clusters Score -1.101384e+08 nChanged 13929
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7307 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 51524 members 
Mstep: Class 7 contains 49426 members 
Mstep: Class 8 contains 48023 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 51093 members 
Mstep: Class 11 contains 2078 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 48366 members 
Mstep: Class 14 contains 24684 members 
Mstep: Class 15 contains 49296 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 668 members 
Mstep: Class 18 contains 47298 members 
Mstep: Class 19 contains 43984 members 
Mstep: Class 20 contains 46817 members 
Mstep: Class 21 contains 56926 members 
Mstep: Class 22 contains 46804 members 
Mstep: Class 23 contains 23518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138760.000000 Penalty: 75914.765625
Iteration 84Q: 24 clusters Score -1.101388e+08 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50442 members 
Mstep: Class 7 contains 48864 members 
Mstep: Class 8 contains 47970 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 50686 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 48222 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 49008 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 668 members 
Mstep: Class 18 contains 47644 members 
Mstep: Class 19 contains 43084 members 
Mstep: Class 20 contains 46597 members 
Mstep: Class 21 contains 59102 members 
Mstep: Class 22 contains 45705 members 
Mstep: Class 23 contains 25427 members 
Entering Unmasked Estep 
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Iteration 85Q: 24 clusters Score -1.10139e+08 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7218 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 49652 members 
Mstep: Class 7 contains 48567 members 
Mstep: Class 8 contains 48211 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 50139 members 
Mstep: Class 11 contains 2094 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 47989 members 
Mstep: Class 14 contains 25347 members 
Mstep: Class 15 contains 48693 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 668 members 
Mstep: Class 18 contains 47947 members 
Mstep: Class 19 contains 42172 members 
Mstep: Class 20 contains 46576 members 
Mstep: Class 21 contains 59531 members 
Mstep: Class 22 contains 45587 members 
Mstep: Class 23 contains 27440 members 
Entering Unmasked Estep 
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Iteration 86Q: 24 clusters Score -1.1014e+08 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 49152 members 
Mstep: Class 7 contains 48350 members 
Mstep: Class 8 contains 48409 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 49897 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 47676 members 
Mstep: Class 14 contains 25602 members 
Mstep: Class 15 contains 48338 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 668 members 
Mstep: Class 18 contains 48089 members 
Mstep: Class 19 contains 41347 members 
Mstep: Class 20 contains 46629 members 
Mstep: Class 21 contains 59044 members 
Mstep: Class 22 contains 45899 members 
Mstep: Class 23 contains 29485 members 
Entering Unmasked Estep 
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Iteration 87Q: 24 clusters Score -1.101416e+08 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7063 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48783 members 
Mstep: Class 7 contains 48176 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 1150 members 
Mstep: Class 10 contains 49763 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 47298 members 
Mstep: Class 14 contains 25848 members 
Mstep: Class 15 contains 47905 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48163 members 
Mstep: Class 19 contains 40650 members 
Mstep: Class 20 contains 46564 members 
Mstep: Class 21 contains 58459 members 
Mstep: Class 22 contains 46226 members 
Mstep: Class 23 contains 31683 members 
Entering Unmasked Estep 
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Iteration 88Q: 24 clusters Score -1.101425e+08 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 7005 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48556 members 
Mstep: Class 7 contains 47957 members 
Mstep: Class 8 contains 48477 members 
Mstep: Class 9 contains 1150 members 
Mstep: Class 10 contains 49838 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 46809 members 
Mstep: Class 14 contains 26074 members 
Mstep: Class 15 contains 47443 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48145 members 
Mstep: Class 19 contains 40009 members 
Mstep: Class 20 contains 46409 members 
Mstep: Class 21 contains 57630 members 
Mstep: Class 22 contains 46601 members 
Mstep: Class 23 contains 34103 members 
Entering Unmasked Estep 
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Iteration 89Q: 24 clusters Score -1.101442e+08 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6933 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48447 members 
Mstep: Class 7 contains 47740 members 
Mstep: Class 8 contains 48348 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49955 members 
Mstep: Class 11 contains 2123 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 46260 members 
Mstep: Class 14 contains 26281 members 
Mstep: Class 15 contains 46941 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48143 members 
Mstep: Class 19 contains 39460 members 
Mstep: Class 20 contains 46188 members 
Mstep: Class 21 contains 56767 members 
Mstep: Class 22 contains 46810 members 
Mstep: Class 23 contains 36779 members 
Entering Unmasked Estep 
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Iteration 90Q: 24 clusters Score -1.101456e+08 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48370 members 
Mstep: Class 7 contains 47543 members 
Mstep: Class 8 contains 48138 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49729 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 45703 members 
Mstep: Class 14 contains 26481 members 
Mstep: Class 15 contains 46479 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48090 members 
Mstep: Class 19 contains 38887 members 
Mstep: Class 20 contains 46093 members 
Mstep: Class 21 contains 56335 members 
Mstep: Class 22 contains 46961 members 
Mstep: Class 23 contains 39415 members 
Entering Unmasked Estep 
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Iteration 91Q: 24 clusters Score -1.101467e+08 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6716 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48372 members 
Mstep: Class 7 contains 47332 members 
Mstep: Class 8 contains 47996 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 49251 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 45171 members 
Mstep: Class 14 contains 26634 members 
Mstep: Class 15 contains 46013 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48038 members 
Mstep: Class 19 contains 38338 members 
Mstep: Class 20 contains 46077 members 
Mstep: Class 21 contains 56325 members 
Mstep: Class 22 contains 47035 members 
Mstep: Class 23 contains 41750 members 
Entering Unmasked Estep 
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Iteration 92Q: 24 clusters Score -1.101469e+08 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6622 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48373 members 
Mstep: Class 7 contains 47159 members 
Mstep: Class 8 contains 47893 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 48642 members 
Mstep: Class 11 contains 2129 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 44627 members 
Mstep: Class 14 contains 26780 members 
Mstep: Class 15 contains 45531 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48012 members 
Mstep: Class 19 contains 37787 members 
Mstep: Class 20 contains 46145 members 
Mstep: Class 21 contains 56509 members 
Mstep: Class 22 contains 47104 members 
Mstep: Class 23 contains 43861 members 
Entering Unmasked Estep 
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Iteration 93Q: 24 clusters Score -1.101465e+08 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6498 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48359 members 
Mstep: Class 7 contains 46933 members 
Mstep: Class 8 contains 47813 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 47681 members 
Mstep: Class 11 contains 2137 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 26909 members 
Mstep: Class 15 contains 45096 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48011 members 
Mstep: Class 19 contains 37261 members 
Mstep: Class 20 contains 46229 members 
Mstep: Class 21 contains 57009 members 
Mstep: Class 22 contains 47095 members 
Mstep: Class 23 contains 45977 members 
Entering Unmasked Estep 
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Iteration 94Q: 24 clusters Score -1.101467e+08 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6382 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48385 members 
Mstep: Class 7 contains 46789 members 
Mstep: Class 8 contains 47810 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 47019 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 43697 members 
Mstep: Class 14 contains 27043 members 
Mstep: Class 15 contains 44699 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47952 members 
Mstep: Class 19 contains 36785 members 
Mstep: Class 20 contains 46307 members 
Mstep: Class 21 contains 57224 members 
Mstep: Class 22 contains 47119 members 
Mstep: Class 23 contains 47827 members 
Entering Unmasked Estep 
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Iteration 95Q: 24 clusters Score -1.101464e+08 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6258 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48437 members 
Mstep: Class 7 contains 46641 members 
Mstep: Class 8 contains 47689 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 47196 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 43286 members 
Mstep: Class 14 contains 27173 members 
Mstep: Class 15 contains 44343 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47913 members 
Mstep: Class 19 contains 36414 members 
Mstep: Class 20 contains 46431 members 
Mstep: Class 21 contains 57217 members 
Mstep: Class 22 contains 47097 members 
Mstep: Class 23 contains 48939 members 
Entering Unmasked Estep 
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Iteration 96Q: 24 clusters Score -1.101456e+08 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6155 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48456 members 
Mstep: Class 7 contains 46483 members 
Mstep: Class 8 contains 47655 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 48048 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 42925 members 
Mstep: Class 14 contains 27302 members 
Mstep: Class 15 contains 44072 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47933 members 
Mstep: Class 19 contains 36131 members 
Mstep: Class 20 contains 46543 members 
Mstep: Class 21 contains 57120 members 
Mstep: Class 22 contains 47053 members 
Mstep: Class 23 contains 49149 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -1.10144e+08 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48442 members 
Mstep: Class 7 contains 46303 members 
Mstep: Class 8 contains 47694 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 49021 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 42612 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 43878 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47952 members 
Mstep: Class 19 contains 35927 members 
Mstep: Class 20 contains 46629 members 
Mstep: Class 21 contains 57151 members 
Mstep: Class 22 contains 47055 members 
Mstep: Class 23 contains 48894 members 
Entering Unmasked Estep 
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Iteration 98Q: 24 clusters Score -1.101429e+08 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5921 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48468 members 
Mstep: Class 7 contains 46117 members 
Mstep: Class 8 contains 47811 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 49918 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 42268 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 43691 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47996 members 
Mstep: Class 19 contains 35790 members 
Mstep: Class 20 contains 46686 members 
Mstep: Class 21 contains 57244 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 48435 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -1.10143e+08 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5808 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48484 members 
Mstep: Class 7 contains 45956 members 
Mstep: Class 8 contains 47871 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 50507 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 41964 members 
Mstep: Class 14 contains 27680 members 
Mstep: Class 15 contains 43514 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48017 members 
Mstep: Class 19 contains 35658 members 
Mstep: Class 20 contains 46840 members 
Mstep: Class 21 contains 57375 members 
Mstep: Class 22 contains 47282 members 
Mstep: Class 23 contains 48056 members 
Entering Unmasked Estep 
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Iteration 100F: 24 clusters Score -1.101478e+08 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5711 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48404 members 
Mstep: Class 7 contains 45732 members 
Mstep: Class 8 contains 46969 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 50708 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 12 contains 715 members 
Mstep: Class 13 contains 41699 members 
Mstep: Class 14 contains 27786 members 
Mstep: Class 15 contains 43319 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47882 members 
Mstep: Class 19 contains 35467 members 
Mstep: Class 20 contains 46747 members 
Mstep: Class 21 contains 55411 members 
Mstep: Class 22 contains 46510 members 
Mstep: Class 23 contains 52666 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -1.101485e+08 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48331 members 
Mstep: Class 7 contains 45537 members 
Mstep: Class 8 contains 46805 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 50943 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 41460 members 
Mstep: Class 14 contains 27877 members 
Mstep: Class 15 contains 43152 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47831 members 
Mstep: Class 19 contains 35260 members 
Mstep: Class 20 contains 46750 members 
Mstep: Class 21 contains 53691 members 
Mstep: Class 22 contains 46138 members 
Mstep: Class 23 contains 55592 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -1.10149e+08 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5601 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48254 members 
Mstep: Class 7 contains 45314 members 
Mstep: Class 8 contains 46862 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 51479 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 41226 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 42959 members 
Mstep: Class 16 contains 921 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47884 members 
Mstep: Class 19 contains 35053 members 
Mstep: Class 20 contains 46731 members 
Mstep: Class 21 contains 51819 members 
Mstep: Class 22 contains 46017 members 
Mstep: Class 23 contains 57859 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -1.101483e+08 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5565 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48254 members 
Mstep: Class 7 contains 45217 members 
Mstep: Class 8 contains 47082 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 51877 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 40919 members 
Mstep: Class 14 contains 28013 members 
Mstep: Class 15 contains 42711 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48067 members 
Mstep: Class 19 contains 34877 members 
Mstep: Class 20 contains 46771 members 
Mstep: Class 21 contains 50643 members 
Mstep: Class 22 contains 46156 members 
Mstep: Class 23 contains 58857 members 
Entering Unmasked Estep 
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Iteration 104Q: 24 clusters Score -1.101488e+08 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48285 members 
Mstep: Class 7 contains 45142 members 
Mstep: Class 8 contains 47240 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 51739 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 719 members 
Mstep: Class 13 contains 40625 members 
Mstep: Class 14 contains 28067 members 
Mstep: Class 15 contains 42455 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48263 members 
Mstep: Class 19 contains 34713 members 
Mstep: Class 20 contains 46860 members 
Mstep: Class 21 contains 50363 members 
Mstep: Class 22 contains 46251 members 
Mstep: Class 23 contains 59465 members 
Entering Unmasked Estep 
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Iteration 105Q: 24 clusters Score -1.101493e+08 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5504 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48271 members 
Mstep: Class 7 contains 45071 members 
Mstep: Class 8 contains 47354 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 51381 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 719 members 
Mstep: Class 13 contains 40342 members 
Mstep: Class 14 contains 28134 members 
Mstep: Class 15 contains 42184 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48508 members 
Mstep: Class 19 contains 34578 members 
Mstep: Class 20 contains 46945 members 
Mstep: Class 21 contains 50533 members 
Mstep: Class 22 contains 46433 members 
Mstep: Class 23 contains 59767 members 
Entering Unmasked Estep 
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Iteration 106Q: 24 clusters Score -1.101489e+08 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5476 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48259 members 
Mstep: Class 7 contains 45052 members 
Mstep: Class 8 contains 47387 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 50842 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 723 members 
Mstep: Class 13 contains 40062 members 
Mstep: Class 14 contains 28226 members 
Mstep: Class 15 contains 41939 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48661 members 
Mstep: Class 19 contains 34466 members 
Mstep: Class 20 contains 47003 members 
Mstep: Class 21 contains 51042 members 
Mstep: Class 22 contains 46673 members 
Mstep: Class 23 contains 59915 members 
Entering Unmasked Estep 
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Iteration 107Q: 24 clusters Score -1.101493e+08 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5449 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48227 members 
Mstep: Class 7 contains 44997 members 
Mstep: Class 8 contains 47283 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 50300 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 13 contains 39808 members 
Mstep: Class 14 contains 28291 members 
Mstep: Class 15 contains 41693 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48775 members 
Mstep: Class 19 contains 34380 members 
Mstep: Class 20 contains 47147 members 
Mstep: Class 21 contains 51782 members 
Mstep: Class 22 contains 46929 members 
Mstep: Class 23 contains 59937 members 
Entering Unmasked Estep 
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Iteration 108Q: 24 clusters Score -1.101491e+08 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5417 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48204 members 
Mstep: Class 7 contains 45002 members 
Mstep: Class 8 contains 47191 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 49861 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 727 members 
Mstep: Class 13 contains 39610 members 
Mstep: Class 14 contains 28377 members 
Mstep: Class 15 contains 41541 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48765 members 
Mstep: Class 19 contains 34327 members 
Mstep: Class 20 contains 47269 members 
Mstep: Class 21 contains 52517 members 
Mstep: Class 22 contains 47165 members 
Mstep: Class 23 contains 59750 members 
Entering Unmasked Estep 
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Iteration 109Q: 24 clusters Score -1.101488e+08 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5361 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48223 members 
Mstep: Class 7 contains 45062 members 
Mstep: Class 8 contains 47061 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 49470 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 39393 members 
Mstep: Class 14 contains 28431 members 
Mstep: Class 15 contains 41388 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 668 members 
Mstep: Class 18 contains 48765 members 
Mstep: Class 19 contains 34313 members 
Mstep: Class 20 contains 47296 members 
Mstep: Class 21 contains 53312 members 
Mstep: Class 22 contains 47307 members 
Mstep: Class 23 contains 59609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148704.000000 Penalty: 75914.765625
Iteration 110Q: 24 clusters Score -1.101487e+08 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5294 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48223 members 
Mstep: Class 7 contains 45159 members 
Mstep: Class 8 contains 46842 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 49158 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 39157 members 
Mstep: Class 14 contains 28492 members 
Mstep: Class 15 contains 41237 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48792 members 
Mstep: Class 19 contains 34284 members 
Mstep: Class 20 contains 47355 members 
Mstep: Class 21 contains 54085 members 
Mstep: Class 22 contains 47265 members 
Mstep: Class 23 contains 59643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148464.000000 Penalty: 75914.765625
Iteration 111Q: 24 clusters Score -1.101485e+08 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48216 members 
Mstep: Class 7 contains 45261 members 
Mstep: Class 8 contains 46632 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 48771 members 
Mstep: Class 11 contains 2202 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 38952 members 
Mstep: Class 14 contains 28571 members 
Mstep: Class 15 contains 41104 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48841 members 
Mstep: Class 19 contains 34249 members 
Mstep: Class 20 contains 47419 members 
Mstep: Class 21 contains 54788 members 
Mstep: Class 22 contains 47104 members 
Mstep: Class 23 contains 59855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147960.000000 Penalty: 75914.765625
Iteration 112Q: 24 clusters Score -1.10148e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48233 members 
Mstep: Class 7 contains 45253 members 
Mstep: Class 8 contains 46649 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 48259 members 
Mstep: Class 11 contains 2203 members 
Mstep: Class 12 contains 743 members 
Mstep: Class 13 contains 38732 members 
Mstep: Class 14 contains 28621 members 
Mstep: Class 15 contains 40959 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48939 members 
Mstep: Class 19 contains 34231 members 
Mstep: Class 20 contains 47463 members 
Mstep: Class 21 contains 55476 members 
Mstep: Class 22 contains 46945 members 
Mstep: Class 23 contains 60070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147136.000000 Penalty: 75914.765625
Iteration 113Q: 24 clusters Score -1.101471e+08 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5083 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48229 members 
Mstep: Class 7 contains 45270 members 
Mstep: Class 8 contains 46728 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 47694 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 38580 members 
Mstep: Class 14 contains 28663 members 
Mstep: Class 15 contains 40816 members 
Mstep: Class 16 contains 890 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49000 members 
Mstep: Class 19 contains 34227 members 
Mstep: Class 20 contains 47550 members 
Mstep: Class 21 contains 55995 members 
Mstep: Class 22 contains 46801 members 
Mstep: Class 23 contains 60343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146696.000000 Penalty: 75914.765625
Iteration 114Q: 24 clusters Score -1.101467e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48223 members 
Mstep: Class 7 contains 45237 members 
Mstep: Class 8 contains 46869 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 47121 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 38471 members 
Mstep: Class 14 contains 28703 members 
Mstep: Class 15 contains 40655 members 
Mstep: Class 16 contains 883 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49067 members 
Mstep: Class 19 contains 34280 members 
Mstep: Class 20 contains 47661 members 
Mstep: Class 21 contains 56393 members 
Mstep: Class 22 contains 46686 members 
Mstep: Class 23 contains 60593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146304.000000 Penalty: 75914.765625
Iteration 115Q: 24 clusters Score -1.101463e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4951 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48168 members 
Mstep: Class 7 contains 45261 members 
Mstep: Class 8 contains 46999 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 46463 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 38376 members 
Mstep: Class 14 contains 28759 members 
Mstep: Class 15 contains 40500 members 
Mstep: Class 16 contains 881 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49147 members 
Mstep: Class 19 contains 34298 members 
Mstep: Class 20 contains 47760 members 
Mstep: Class 21 contains 56743 members 
Mstep: Class 22 contains 46649 members 
Mstep: Class 23 contains 60905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145760.000000 Penalty: 75914.765625
Iteration 116Q: 24 clusters Score -1.101458e+08 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48182 members 
Mstep: Class 7 contains 45316 members 
Mstep: Class 8 contains 47098 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 45794 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 13 contains 38333 members 
Mstep: Class 14 contains 28799 members 
Mstep: Class 15 contains 40344 members 
Mstep: Class 16 contains 878 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49205 members 
Mstep: Class 19 contains 34324 members 
Mstep: Class 20 contains 47856 members 
Mstep: Class 21 contains 57049 members 
Mstep: Class 22 contains 46660 members 
Mstep: Class 23 contains 61148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144920.000000 Penalty: 75914.765625
Iteration 117Q: 24 clusters Score -1.101449e+08 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 45394 members 
Mstep: Class 8 contains 47257 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 45143 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 38298 members 
Mstep: Class 14 contains 28845 members 
Mstep: Class 15 contains 40219 members 
Mstep: Class 16 contains 878 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49179 members 
Mstep: Class 19 contains 34365 members 
Mstep: Class 20 contains 47958 members 
Mstep: Class 21 contains 57286 members 
Mstep: Class 22 contains 46786 members 
Mstep: Class 23 contains 61264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144800.000000 Penalty: 75914.765625
Iteration 118Q: 24 clusters Score -1.101448e+08 nChanged 4473
Entering ConstructFrom: 
Score: -110144800.000000 Penalty: 75914.765625
Entering ConstructFrom: 
Trying to split cluster 1 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -89379.906250 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -89379.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87826.359375 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -87826.36 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -88413.710938 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -88413.71 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88696.125000 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -88696.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88958.835938 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -88958.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89173.242188 Penalty: 3242.917236
	Iteration 4F: 3 clusters Score -89173.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89255.335938 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -89255.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89354.390625 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -89354.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89396.382812 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -89396.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -89438.890625 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -89438.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89466.140625 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -89466.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89486.335938 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -89486.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89517.398438 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -89517.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89541.664062 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -89541.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89551.976562 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -89551.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89551.976562 Penalty: 3242.917236
	Iteration 14F: 3 clusters Score -89551.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48174 members 
Mstep: Class 7 contains 45468 members 
Mstep: Class 8 contains 47370 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 44652 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 13 contains 38295 members 
Mstep: Class 14 contains 28892 members 
Mstep: Class 15 contains 40114 members 
Mstep: Class 16 contains 878 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49208 members 
Mstep: Class 19 contains 34423 members 
Mstep: Class 20 contains 48033 members 
Mstep: Class 21 contains 57522 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 61202 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
Score: -110142800.000000 Penalty: 79215.406250
Splitting cluster 1 changes total score from -110144800.000000 to -110142800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50975.343750 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50975.34 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 243 members 
Entering Unmasked Estep 
Score: -49562.640625 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -49562.64 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49854.316406 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49854.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49979.921875 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -49979.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50033.523438 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -50033.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50056.515625 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -50056.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50074.980469 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -50074.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50097.382812 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -50097.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50101.832031 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -50101.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50101.832031 Penalty: 3059.088379
	Iteration 8F: 3 clusters Score -50101.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -21301.232422 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -21301.23 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 142 members 
Entering Unmasked Estep 
Score: -20199.873047 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -20199.87 nChanged 46
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: -20405.294922 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -20405.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20486.089844 Penalty: 2782.298096
	Iteration 2F: 3 clusters Score -20486.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20556.367188 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -20556.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20597.822266 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -20597.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20608.687500 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -20608.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20642.906250 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -20642.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20659.136719 Penalty: 2782.298096
	Iteration 7Q: 3 clusters Score -20659.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20659.136719 Penalty: 2782.298096
	Iteration 8F: 3 clusters Score -20659.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -877183.062500 Penalty: 2098.024414
	Iteration 0F: 2 clusters Score -877183.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -872827.125000 Penalty: 4196.048828
	Iteration 0F: 3 clusters Score -872827.1 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -873896.312500 Penalty: 4196.048828
	Iteration 1F: 3 clusters Score -873896.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -874183.562500 Penalty: 4196.048828
	Iteration 2F: 3 clusters Score -874183.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -874393.500000 Penalty: 4196.048828
	Iteration 3F: 3 clusters Score -874393.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -874549.750000 Penalty: 4196.048828
	Iteration 4Q: 3 clusters Score -874549.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -874669.687500 Penalty: 4196.048828
	Iteration 5Q: 3 clusters Score -874669.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -874765.812500 Penalty: 4196.048828
	Iteration 6Q: 3 clusters Score -874765.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -874853.375000 Penalty: 4196.048828
	Iteration 7Q: 3 clusters Score -874853.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -874936.750000 Penalty: 4196.048828
	Iteration 8Q: 3 clusters Score -874936.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -874997.250000 Penalty: 4196.048828
	Iteration 9Q: 3 clusters Score -874997.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -875057.250000 Penalty: 4196.048828
	Iteration 10Q: 3 clusters Score -875057.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -875110.312500 Penalty: 4196.048828
	Iteration 11Q: 3 clusters Score -875110.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -875168.375000 Penalty: 4196.048828
	Iteration 12Q: 3 clusters Score -875168.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -875228.500000 Penalty: 4196.048828
	Iteration 13Q: 3 clusters Score -875228.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -875278.062500 Penalty: 4196.048828
	Iteration 14Q: 3 clusters Score -875278.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -875323.312500 Penalty: 4196.048828
	Iteration 15Q: 3 clusters Score -875323.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -875352.937500 Penalty: 4196.048828
	Iteration 16Q: 3 clusters Score -875352.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -875388.000000 Penalty: 4196.048828
	Iteration 17Q: 3 clusters Score -875388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -875418.062500 Penalty: 4196.048828
	Iteration 18Q: 3 clusters Score -875418.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -875444.437500 Penalty: 4196.048828
	Iteration 19Q: 3 clusters Score -875444.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -875463.187500 Penalty: 4196.048828
	Iteration 20F: 3 clusters Score -875463.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -875476.812500 Penalty: 4196.048828
	Iteration 21Q: 3 clusters Score -875476.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -875490.875000 Penalty: 4196.048828
	Iteration 22Q: 3 clusters Score -875490.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -875505.187500 Penalty: 4196.048828
	Iteration 23Q: 3 clusters Score -875505.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -875521.625000 Penalty: 4196.048828
	Iteration 24Q: 3 clusters Score -875521.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -875536.687500 Penalty: 4196.048828
	Iteration 25Q: 3 clusters Score -875536.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -875545.625000 Penalty: 4196.048828
	Iteration 26Q: 3 clusters Score -875545.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -875557.812500 Penalty: 4196.048828
	Iteration 27Q: 3 clusters Score -875557.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -875574.812500 Penalty: 4196.048828
	Iteration 28Q: 3 clusters Score -875574.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -875591.312500 Penalty: 4196.048828
	Iteration 29Q: 3 clusters Score -875591.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -875601.125000 Penalty: 4196.048828
	Iteration 30Q: 3 clusters Score -875601.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -875608.625000 Penalty: 4196.048828
	Iteration 31Q: 3 clusters Score -875608.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -875611.500000 Penalty: 4196.048828
	Iteration 32Q: 3 clusters Score -875611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -875614.125000 Penalty: 4196.048828
	Iteration 33Q: 3 clusters Score -875614.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -875617.562500 Penalty: 4196.048828
	Iteration 34Q: 3 clusters Score -875617.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -875620.312500 Penalty: 4196.048828
	Iteration 35Q: 3 clusters Score -875620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -875623.875000 Penalty: 4196.048828
	Iteration 36Q: 3 clusters Score -875623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -875625.562500 Penalty: 4196.048828
	Iteration 37Q: 3 clusters Score -875625.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -875625.687500 Penalty: 4196.048828
	Iteration 38Q: 3 clusters Score -875625.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -875628.812500 Penalty: 4196.048828
	Iteration 39Q: 3 clusters Score -875628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -875632.687500 Penalty: 4196.048828
	Iteration 40F: 3 clusters Score -875632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -875633.562500 Penalty: 4196.048828
	Iteration 41Q: 3 clusters Score -875633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -875633.187500 Penalty: 4196.048828
	Iteration 42Q: 3 clusters Score -875633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -875634.187500 Penalty: 4196.048828
	Iteration 43Q: 3 clusters Score -875634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -875634.250000 Penalty: 4196.048828
	Iteration 44Q: 3 clusters Score -875634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -875634.250000 Penalty: 4196.048828
	Iteration 45F: 3 clusters Score -875634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -80313.351562 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -80313.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78970.007812 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -78970.01 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79292.718750 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -79292.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79580.359375 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -79580.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79737.875000 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -79737.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79817.632812 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -79817.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79853.742188 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -79853.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -79862.046875 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -79862.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79879.171875 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -79879.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -79888.023438 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -79888.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79891.132812 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -79891.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79891.132812 Penalty: 3097.106689
	Iteration 10F: 3 clusters Score -79891.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Entering Unmasked Estep 
Score: -8879013.000000 Penalty: 2674.078613
	Iteration 0F: 2 clusters Score -8879013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -8847054.000000 Penalty: 5348.157227
	Iteration 0F: 3 clusters Score -8847054 nChanged 22244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -8859113.000000 Penalty: 5348.157227
	Iteration 1F: 3 clusters Score -8859113 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -8859542.000000 Penalty: 5348.157227
	Iteration 2Q: 3 clusters Score -8859542 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -8859896.000000 Penalty: 5348.157227
	Iteration 3Q: 3 clusters Score -8859896 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -8860344.000000 Penalty: 5348.157227
	Iteration 4Q: 3 clusters Score -8860344 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -8860935.000000 Penalty: 5348.157227
	Iteration 5Q: 3 clusters Score -8860935 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -8861750.000000 Penalty: 5348.157227
	Iteration 6Q: 3 clusters Score -8861750 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -8863004.000000 Penalty: 5348.157227
	Iteration 7F: 3 clusters Score -8863004 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -8864797.000000 Penalty: 5348.157227
	Iteration 8F: 3 clusters Score -8864797 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -8867200.000000 Penalty: 5348.157227
	Iteration 9F: 3 clusters Score -8867200 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -8870221.000000 Penalty: 5348.157227
	Iteration 10F: 3 clusters Score -8870221 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -8873021.000000 Penalty: 5348.157227
	Iteration 11F: 3 clusters Score -8873021 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -8874474.000000 Penalty: 5348.157227
	Iteration 12Q: 3 clusters Score -8874474 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -8875099.000000 Penalty: 5348.157227
	Iteration 13Q: 3 clusters Score -8875099 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -8875531.000000 Penalty: 5348.157227
	Iteration 14Q: 3 clusters Score -8875531 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -8875840.000000 Penalty: 5348.157227
	Iteration 15Q: 3 clusters Score -8875840 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -8876117.000000 Penalty: 5348.157227
	Iteration 16Q: 3 clusters Score -8876117 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -8876276.000000 Penalty: 5348.157227
	Iteration 17Q: 3 clusters Score -8876276 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -8876370.000000 Penalty: 5348.157227
	Iteration 18Q: 3 clusters Score -8876370 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -8876427.000000 Penalty: 5348.157227
	Iteration 19Q: 3 clusters Score -8876427 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -8876546.000000 Penalty: 5348.157227
	Iteration 20F: 3 clusters Score -8876546 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -8876596.000000 Penalty: 5348.157227
	Iteration 21Q: 3 clusters Score -8876596 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -8876644.000000 Penalty: 5348.157227
	Iteration 22Q: 3 clusters Score -8876644 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -8876691.000000 Penalty: 5348.157227
	Iteration 23Q: 3 clusters Score -8876691 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -8876709.000000 Penalty: 5348.157227
	Iteration 24Q: 3 clusters Score -8876709 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -8876717.000000 Penalty: 5348.157227
	Iteration 25Q: 3 clusters Score -8876717 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -8876747.000000 Penalty: 5348.157227
	Iteration 26Q: 3 clusters Score -8876747 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -8876767.000000 Penalty: 5348.157227
	Iteration 27Q: 3 clusters Score -8876767 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -8876788.000000 Penalty: 5348.157227
	Iteration 28Q: 3 clusters Score -8876788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -8876810.000000 Penalty: 5348.157227
	Iteration 29Q: 3 clusters Score -8876810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -8876813.000000 Penalty: 5348.157227
	Iteration 30Q: 3 clusters Score -8876813 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -8876874.000000 Penalty: 5348.157227
	Iteration 31Q: 3 clusters Score -8876874 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -8876891.000000 Penalty: 5348.157227
	Iteration 32Q: 3 clusters Score -8876891 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -8876903.000000 Penalty: 5348.157227
	Iteration 33Q: 3 clusters Score -8876903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -8876908.000000 Penalty: 5348.157227
	Iteration 34Q: 3 clusters Score -8876908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -8876904.000000 Penalty: 5348.157227
	Iteration 35Q: 3 clusters Score -8876904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -8876897.000000 Penalty: 5348.157227
	Iteration 36Q: 3 clusters Score -8876897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -8876911.000000 Penalty: 5348.157227
	Iteration 37Q: 3 clusters Score -8876911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -8876909.000000 Penalty: 5348.157227
	Iteration 38Q: 3 clusters Score -8876909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -8876910.000000 Penalty: 5348.157227
	Iteration 39Q: 3 clusters Score -8876910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -8876908.000000 Penalty: 5348.157227
	Iteration 40F: 3 clusters Score -8876908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -8876903.000000 Penalty: 5348.157227
	Iteration 41Q: 3 clusters Score -8876903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -8876907.000000 Penalty: 5348.157227
	Iteration 42Q: 3 clusters Score -8876907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -8876906.000000 Penalty: 5348.157227
	Iteration 43Q: 3 clusters Score -8876906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -8876893.000000 Penalty: 5348.157227
	Iteration 44Q: 3 clusters Score -8876893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -8876888.000000 Penalty: 5348.157227
	Iteration 45Q: 3 clusters Score -8876888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -8876898.000000 Penalty: 5348.157227
	Iteration 46Q: 3 clusters Score -8876898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -8876898.000000 Penalty: 5348.157227
	Iteration 47Q: 3 clusters Score -8876898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -8876904.000000 Penalty: 5348.157227
	Iteration 48Q: 3 clusters Score -8876904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -8876920.000000 Penalty: 5348.157227
	Iteration 49Q: 3 clusters Score -8876920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -8876945.000000 Penalty: 5348.157227
	Iteration 50Q: 3 clusters Score -8876945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -8876957.000000 Penalty: 5348.157227
	Iteration 51Q: 3 clusters Score -8876957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -8876977.000000 Penalty: 5348.157227
	Iteration 52Q: 3 clusters Score -8876977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -8876981.000000 Penalty: 5348.157227
	Iteration 53Q: 3 clusters Score -8876981 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -8876980.000000 Penalty: 5348.157227
	Iteration 54Q: 3 clusters Score -8876980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -8876980.000000 Penalty: 5348.157227
	Iteration 55Q: 3 clusters Score -8876980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -8876982.000000 Penalty: 5348.157227
	Iteration 56Q: 3 clusters Score -8876982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -8876999.000000 Penalty: 5348.157227
	Iteration 57Q: 3 clusters Score -8876999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -8876985.000000 Penalty: 5348.157227
	Iteration 58Q: 3 clusters Score -8876985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -8876997.000000 Penalty: 5348.157227
	Iteration 59Q: 3 clusters Score -8876997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -8877020.000000 Penalty: 5348.157227
	Iteration 60F: 3 clusters Score -8877020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -8877033.000000 Penalty: 5348.157227
	Iteration 61Q: 3 clusters Score -8877033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -8877044.000000 Penalty: 5348.157227
	Iteration 62Q: 3 clusters Score -8877044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -8877061.000000 Penalty: 5348.157227
	Iteration 63Q: 3 clusters Score -8877061 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -8877063.000000 Penalty: 5348.157227
	Iteration 64Q: 3 clusters Score -8877063 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -8877052.000000 Penalty: 5348.157227
	Iteration 65Q: 3 clusters Score -8877052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -8877071.000000 Penalty: 5348.157227
	Iteration 66Q: 3 clusters Score -8877071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -8877078.000000 Penalty: 5348.157227
	Iteration 67Q: 3 clusters Score -8877078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -8877089.000000 Penalty: 5348.157227
	Iteration 68Q: 3 clusters Score -8877089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -8877089.000000 Penalty: 5348.157227
	Iteration 69Q: 3 clusters Score -8877089 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -8877098.000000 Penalty: 5348.157227
	Iteration 70Q: 3 clusters Score -8877098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -8877104.000000 Penalty: 5348.157227
	Iteration 71Q: 3 clusters Score -8877104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -8877109.000000 Penalty: 5348.157227
	Iteration 72Q: 3 clusters Score -8877109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -8877132.000000 Penalty: 5348.157227
	Iteration 73Q: 3 clusters Score -8877132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -8877134.000000 Penalty: 5348.157227
	Iteration 74Q: 3 clusters Score -8877134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -8877122.000000 Penalty: 5348.157227
	Iteration 75Q: 3 clusters Score -8877122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -8877136.000000 Penalty: 5348.157227
	Iteration 76Q: 3 clusters Score -8877136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -8877141.000000 Penalty: 5348.157227
	Iteration 77Q: 3 clusters Score -8877141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -8877143.000000 Penalty: 5348.157227
	Iteration 78Q: 3 clusters Score -8877143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -8877148.000000 Penalty: 5348.157227
	Iteration 79Q: 3 clusters Score -8877148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8877150.000000 Penalty: 5348.157227
	Iteration 80F: 3 clusters Score -8877150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -8877149.000000 Penalty: 5348.157227
	Iteration 81Q: 3 clusters Score -8877149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -8877154.000000 Penalty: 5348.157227
	Iteration 82Q: 3 clusters Score -8877154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -8877153.000000 Penalty: 5348.157227
	Iteration 83Q: 3 clusters Score -8877153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -8877158.000000 Penalty: 5348.157227
	Iteration 84Q: 3 clusters Score -8877158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -8877161.000000 Penalty: 5348.157227
	Iteration 85Q: 3 clusters Score -8877161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -8877147.000000 Penalty: 5348.157227
	Iteration 86Q: 3 clusters Score -8877147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -8877138.000000 Penalty: 5348.157227
	Iteration 87Q: 3 clusters Score -8877138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -8877138.000000 Penalty: 5348.157227
	Iteration 88Q: 3 clusters Score -8877138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -8877151.000000 Penalty: 5348.157227
	Iteration 89Q: 3 clusters Score -8877151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -8877157.000000 Penalty: 5348.157227
	Iteration 90Q: 3 clusters Score -8877157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -8877161.000000 Penalty: 5348.157227
	Iteration 91Q: 3 clusters Score -8877161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -8877172.000000 Penalty: 5348.157227
	Iteration 92Q: 3 clusters Score -8877172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -8877164.000000 Penalty: 5348.157227
	Iteration 93Q: 3 clusters Score -8877164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -8877169.000000 Penalty: 5348.157227
	Iteration 94Q: 3 clusters Score -8877169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -8877168.000000 Penalty: 5348.157227
	Iteration 95Q: 3 clusters Score -8877168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -8877164.000000 Penalty: 5348.157227
	Iteration 96Q: 3 clusters Score -8877164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -8877172.000000 Penalty: 5348.157227
	Iteration 97Q: 3 clusters Score -8877172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -8877163.000000 Penalty: 5348.157227
	Iteration 98Q: 3 clusters Score -8877163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8877167.000000 Penalty: 5348.157227
	Iteration 99Q: 3 clusters Score -8877167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -8877167.000000 Penalty: 5348.157227
	Iteration 100F: 3 clusters Score -8877167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8877174.000000 Penalty: 5348.157227
	Iteration 101Q: 3 clusters Score -8877174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -8877175.000000 Penalty: 5348.157227
	Iteration 102Q: 3 clusters Score -8877175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -8877164.000000 Penalty: 5348.157227
	Iteration 103Q: 3 clusters Score -8877164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -8877166.000000 Penalty: 5348.157227
	Iteration 104Q: 3 clusters Score -8877166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8877167.000000 Penalty: 5348.157227
	Iteration 105Q: 3 clusters Score -8877167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -8877165.000000 Penalty: 5348.157227
	Iteration 106Q: 3 clusters Score -8877165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -8877169.000000 Penalty: 5348.157227
	Iteration 107Q: 3 clusters Score -8877169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -8877169.000000 Penalty: 5348.157227
	Iteration 108F: 3 clusters Score -8877169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Entering Unmasked Estep 
Score: -8463850.000000 Penalty: 2659.741455
	Iteration 0F: 2 clusters Score -8463850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -8433657.000000 Penalty: 5319.482910
	Iteration 0F: 3 clusters Score -8433657 nChanged 20933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -8445460.000000 Penalty: 5319.482910
	Iteration 1F: 3 clusters Score -8445460 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -8445936.000000 Penalty: 5319.482910
	Iteration 2Q: 3 clusters Score -8445936 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -8446322.000000 Penalty: 5319.482910
	Iteration 3Q: 3 clusters Score -8446322 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -8446654.000000 Penalty: 5319.482910
	Iteration 4Q: 3 clusters Score -8446654 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -8447024.000000 Penalty: 5319.482910
	Iteration 5Q: 3 clusters Score -8447024 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -8447508.000000 Penalty: 5319.482910
	Iteration 6Q: 3 clusters Score -8447508 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -8448153.000000 Penalty: 5319.482910
	Iteration 7Q: 3 clusters Score -8448153 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -8449011.000000 Penalty: 5319.482910
	Iteration 8Q: 3 clusters Score -8449011 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -8450116.000000 Penalty: 5319.482910
	Iteration 9Q: 3 clusters Score -8450116 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -8451414.000000 Penalty: 5319.482910
	Iteration 10Q: 3 clusters Score -8451414 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -8452976.000000 Penalty: 5319.482910
	Iteration 11Q: 3 clusters Score -8452976 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -8454390.000000 Penalty: 5319.482910
	Iteration 12Q: 3 clusters Score -8454390 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -8455581.000000 Penalty: 5319.482910
	Iteration 13Q: 3 clusters Score -8455581 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -8456482.000000 Penalty: 5319.482910
	Iteration 14Q: 3 clusters Score -8456482 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -8457146.000000 Penalty: 5319.482910
	Iteration 15Q: 3 clusters Score -8457146 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -8457701.000000 Penalty: 5319.482910
	Iteration 16Q: 3 clusters Score -8457701 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -8458201.000000 Penalty: 5319.482910
	Iteration 17Q: 3 clusters Score -8458201 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -8458661.000000 Penalty: 5319.482910
	Iteration 18Q: 3 clusters Score -8458661 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -8459103.000000 Penalty: 5319.482910
	Iteration 19Q: 3 clusters Score -8459103 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -8459438.000000 Penalty: 5319.482910
	Iteration 20F: 3 clusters Score -8459438 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -8459718.000000 Penalty: 5319.482910
	Iteration 21Q: 3 clusters Score -8459718 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8459978.000000 Penalty: 5319.482910
	Iteration 22Q: 3 clusters Score -8459978 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -8460236.000000 Penalty: 5319.482910
	Iteration 23Q: 3 clusters Score -8460236 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8460441.000000 Penalty: 5319.482910
	Iteration 24Q: 3 clusters Score -8460441 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -8460614.000000 Penalty: 5319.482910
	Iteration 25Q: 3 clusters Score -8460614 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8460739.000000 Penalty: 5319.482910
	Iteration 26Q: 3 clusters Score -8460739 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8460834.000000 Penalty: 5319.482910
	Iteration 27Q: 3 clusters Score -8460834 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -8460939.000000 Penalty: 5319.482910
	Iteration 28Q: 3 clusters Score -8460939 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8461045.000000 Penalty: 5319.482910
	Iteration 29Q: 3 clusters Score -8461045 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8461103.000000 Penalty: 5319.482910
	Iteration 30Q: 3 clusters Score -8461103 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8461164.000000 Penalty: 5319.482910
	Iteration 31Q: 3 clusters Score -8461164 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8461219.000000 Penalty: 5319.482910
	Iteration 32Q: 3 clusters Score -8461219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8461242.000000 Penalty: 5319.482910
	Iteration 33Q: 3 clusters Score -8461242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8461278.000000 Penalty: 5319.482910
	Iteration 34Q: 3 clusters Score -8461278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8461315.000000 Penalty: 5319.482910
	Iteration 35Q: 3 clusters Score -8461315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8461330.000000 Penalty: 5319.482910
	Iteration 36Q: 3 clusters Score -8461330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8461352.000000 Penalty: 5319.482910
	Iteration 37Q: 3 clusters Score -8461352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8461363.000000 Penalty: 5319.482910
	Iteration 38Q: 3 clusters Score -8461363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8461374.000000 Penalty: 5319.482910
	Iteration 39Q: 3 clusters Score -8461374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8461399.000000 Penalty: 5319.482910
	Iteration 40F: 3 clusters Score -8461399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8461415.000000 Penalty: 5319.482910
	Iteration 41Q: 3 clusters Score -8461415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8461428.000000 Penalty: 5319.482910
	Iteration 42Q: 3 clusters Score -8461428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8461441.000000 Penalty: 5319.482910
	Iteration 43Q: 3 clusters Score -8461441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8461453.000000 Penalty: 5319.482910
	Iteration 44Q: 3 clusters Score -8461453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8461457.000000 Penalty: 5319.482910
	Iteration 45Q: 3 clusters Score -8461457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8461467.000000 Penalty: 5319.482910
	Iteration 46Q: 3 clusters Score -8461467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8461460.000000 Penalty: 5319.482910
	Iteration 47Q: 3 clusters Score -8461460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8461486.000000 Penalty: 5319.482910
	Iteration 48Q: 3 clusters Score -8461486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8461483.000000 Penalty: 5319.482910
	Iteration 49Q: 3 clusters Score -8461483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8461492.000000 Penalty: 5319.482910
	Iteration 50Q: 3 clusters Score -8461492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8461494.000000 Penalty: 5319.482910
	Iteration 51Q: 3 clusters Score -8461494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8461503.000000 Penalty: 5319.482910
	Iteration 52Q: 3 clusters Score -8461503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8461503.000000 Penalty: 5319.482910
	Iteration 53Q: 3 clusters Score -8461503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8461496.000000 Penalty: 5319.482910
	Iteration 54Q: 3 clusters Score -8461496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8461505.000000 Penalty: 5319.482910
	Iteration 55Q: 3 clusters Score -8461505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8461507.000000 Penalty: 5319.482910
	Iteration 56Q: 3 clusters Score -8461507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8461507.000000 Penalty: 5319.482910
	Iteration 57F: 3 clusters Score -8461507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Entering Unmasked Estep 
Score: -8804869.000000 Penalty: 2669.904541
	Iteration 0F: 2 clusters Score -8804869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -8774022.000000 Penalty: 5339.809082
	Iteration 0F: 3 clusters Score -8774022 nChanged 21958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -8786501.000000 Penalty: 5339.809082
	Iteration 1F: 3 clusters Score -8786501 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -8787336.000000 Penalty: 5339.809082
	Iteration 2Q: 3 clusters Score -8787336 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -8788514.000000 Penalty: 5339.809082
	Iteration 3F: 3 clusters Score -8788514 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -8790049.000000 Penalty: 5339.809082
	Iteration 4F: 3 clusters Score -8790049 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -8792311.000000 Penalty: 5339.809082
	Iteration 5F: 3 clusters Score -8792311 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -8795159.000000 Penalty: 5339.809082
	Iteration 6F: 3 clusters Score -8795159 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -8797820.000000 Penalty: 5339.809082
	Iteration 7F: 3 clusters Score -8797820 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -8799834.000000 Penalty: 5339.809082
	Iteration 8F: 3 clusters Score -8799834 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -8801116.000000 Penalty: 5339.809082
	Iteration 9Q: 3 clusters Score -8801116 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -8801858.000000 Penalty: 5339.809082
	Iteration 10Q: 3 clusters Score -8801858 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -8802319.000000 Penalty: 5339.809082
	Iteration 11Q: 3 clusters Score -8802319 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -8802674.000000 Penalty: 5339.809082
	Iteration 12Q: 3 clusters Score -8802674 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -8802908.000000 Penalty: 5339.809082
	Iteration 13Q: 3 clusters Score -8802908 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -8803069.000000 Penalty: 5339.809082
	Iteration 14Q: 3 clusters Score -8803069 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -8803156.000000 Penalty: 5339.809082
	Iteration 15Q: 3 clusters Score -8803156 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -8803212.000000 Penalty: 5339.809082
	Iteration 16Q: 3 clusters Score -8803212 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -8803265.000000 Penalty: 5339.809082
	Iteration 17Q: 3 clusters Score -8803265 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -8803280.000000 Penalty: 5339.809082
	Iteration 18Q: 3 clusters Score -8803280 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -8803318.000000 Penalty: 5339.809082
	Iteration 19Q: 3 clusters Score -8803318 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -8803351.000000 Penalty: 5339.809082
	Iteration 20F: 3 clusters Score -8803351 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -8803358.000000 Penalty: 5339.809082
	Iteration 21Q: 3 clusters Score -8803358 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -8803372.000000 Penalty: 5339.809082
	Iteration 22Q: 3 clusters Score -8803372 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -8803401.000000 Penalty: 5339.809082
	Iteration 23Q: 3 clusters Score -8803401 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -8803441.000000 Penalty: 5339.809082
	Iteration 24Q: 3 clusters Score -8803441 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -8803422.000000 Penalty: 5339.809082
	Iteration 25Q: 3 clusters Score -8803422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -8803423.000000 Penalty: 5339.809082
	Iteration 26Q: 3 clusters Score -8803423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -8803434.000000 Penalty: 5339.809082
	Iteration 27Q: 3 clusters Score -8803434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -8803453.000000 Penalty: 5339.809082
	Iteration 28Q: 3 clusters Score -8803453 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -8803456.000000 Penalty: 5339.809082
	Iteration 29Q: 3 clusters Score -8803456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -8803453.000000 Penalty: 5339.809082
	Iteration 30Q: 3 clusters Score -8803453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -8803477.000000 Penalty: 5339.809082
	Iteration 31Q: 3 clusters Score -8803477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -8803489.000000 Penalty: 5339.809082
	Iteration 32Q: 3 clusters Score -8803489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -8803487.000000 Penalty: 5339.809082
	Iteration 33Q: 3 clusters Score -8803487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -8803501.000000 Penalty: 5339.809082
	Iteration 34Q: 3 clusters Score -8803501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -8803495.000000 Penalty: 5339.809082
	Iteration 35Q: 3 clusters Score -8803495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -8803515.000000 Penalty: 5339.809082
	Iteration 36Q: 3 clusters Score -8803515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -8803526.000000 Penalty: 5339.809082
	Iteration 37Q: 3 clusters Score -8803526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -8803531.000000 Penalty: 5339.809082
	Iteration 38Q: 3 clusters Score -8803531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -8803530.000000 Penalty: 5339.809082
	Iteration 39Q: 3 clusters Score -8803530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8803523.000000 Penalty: 5339.809082
	Iteration 40F: 3 clusters Score -8803523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8803541.000000 Penalty: 5339.809082
	Iteration 41Q: 3 clusters Score -8803541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -8803549.000000 Penalty: 5339.809082
	Iteration 42Q: 3 clusters Score -8803549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -8803550.000000 Penalty: 5339.809082
	Iteration 43Q: 3 clusters Score -8803550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -8803555.000000 Penalty: 5339.809082
	Iteration 44Q: 3 clusters Score -8803555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -8803551.000000 Penalty: 5339.809082
	Iteration 45Q: 3 clusters Score -8803551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -8803559.000000 Penalty: 5339.809082
	Iteration 46Q: 3 clusters Score -8803559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -8803565.000000 Penalty: 5339.809082
	Iteration 47Q: 3 clusters Score -8803565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -8803563.000000 Penalty: 5339.809082
	Iteration 48Q: 3 clusters Score -8803563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -8803563.000000 Penalty: 5339.809082
	Iteration 49Q: 3 clusters Score -8803563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -8803569.000000 Penalty: 5339.809082
	Iteration 50Q: 3 clusters Score -8803569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -8803579.000000 Penalty: 5339.809082
	Iteration 51Q: 3 clusters Score -8803579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -8803583.000000 Penalty: 5339.809082
	Iteration 52Q: 3 clusters Score -8803583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -8803584.000000 Penalty: 5339.809082
	Iteration 53Q: 3 clusters Score -8803584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8803587.000000 Penalty: 5339.809082
	Iteration 54Q: 3 clusters Score -8803587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -8803584.000000 Penalty: 5339.809082
	Iteration 55Q: 3 clusters Score -8803584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -8803593.000000 Penalty: 5339.809082
	Iteration 56Q: 3 clusters Score -8803593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -8803587.000000 Penalty: 5339.809082
	Iteration 57Q: 3 clusters Score -8803587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8803597.000000 Penalty: 5339.809082
	Iteration 58Q: 3 clusters Score -8803597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -8803593.000000 Penalty: 5339.809082
	Iteration 59Q: 3 clusters Score -8803593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8803615.000000 Penalty: 5339.809082
	Iteration 60F: 3 clusters Score -8803615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -8803608.000000 Penalty: 5339.809082
	Iteration 61Q: 3 clusters Score -8803608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8803620.000000 Penalty: 5339.809082
	Iteration 62Q: 3 clusters Score -8803620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -8803627.000000 Penalty: 5339.809082
	Iteration 63Q: 3 clusters Score -8803627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8803629.000000 Penalty: 5339.809082
	Iteration 64Q: 3 clusters Score -8803629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -8803637.000000 Penalty: 5339.809082
	Iteration 65Q: 3 clusters Score -8803637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -8803641.000000 Penalty: 5339.809082
	Iteration 66Q: 3 clusters Score -8803641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -8803636.000000 Penalty: 5339.809082
	Iteration 67Q: 3 clusters Score -8803636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -8803644.000000 Penalty: 5339.809082
	Iteration 68Q: 3 clusters Score -8803644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -8803648.000000 Penalty: 5339.809082
	Iteration 69Q: 3 clusters Score -8803648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -8803659.000000 Penalty: 5339.809082
	Iteration 70Q: 3 clusters Score -8803659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8803662.000000 Penalty: 5339.809082
	Iteration 71Q: 3 clusters Score -8803662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8803666.000000 Penalty: 5339.809082
	Iteration 72Q: 3 clusters Score -8803666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8803662.000000 Penalty: 5339.809082
	Iteration 73Q: 3 clusters Score -8803662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8803661.000000 Penalty: 5339.809082
	Iteration 74Q: 3 clusters Score -8803661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -8803672.000000 Penalty: 5339.809082
	Iteration 75Q: 3 clusters Score -8803672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -8803671.000000 Penalty: 5339.809082
	Iteration 76Q: 3 clusters Score -8803671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -8803668.000000 Penalty: 5339.809082
	Iteration 77Q: 3 clusters Score -8803668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -8803668.000000 Penalty: 5339.809082
	Iteration 78Q: 3 clusters Score -8803668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -8803658.000000 Penalty: 5339.809082
	Iteration 79Q: 3 clusters Score -8803658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -8803662.000000 Penalty: 5339.809082
	Iteration 80F: 3 clusters Score -8803662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -8803669.000000 Penalty: 5339.809082
	Iteration 81Q: 3 clusters Score -8803669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -8803667.000000 Penalty: 5339.809082
	Iteration 82Q: 3 clusters Score -8803667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -8803664.000000 Penalty: 5339.809082
	Iteration 83Q: 3 clusters Score -8803664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -8803666.000000 Penalty: 5339.809082
	Iteration 84Q: 3 clusters Score -8803666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -8803666.000000 Penalty: 5339.809082
	Iteration 85F: 3 clusters Score -8803666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -188697.765625 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -188697.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -186663.046875 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -186663 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -187119.265625 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -187119.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -187309.531250 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -187309.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -187417.031250 Penalty: 3492.540283
	Iteration 3F: 3 clusters Score -187417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -187482.140625 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -187482.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -187517.437500 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -187517.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -187544.171875 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -187544.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -187568.187500 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -187568.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -187586.140625 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -187586.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -187593.640625 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -187593.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -187610.750000 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -187610.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -187628.531250 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -187628.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -187643.968750 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -187644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -187666.578125 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -187666.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -187690.234375 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -187690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -187705.781250 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -187705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -187719.453125 Penalty: 3492.540283
	Iteration 16Q: 3 clusters Score -187719.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -187731.453125 Penalty: 3492.540283
	Iteration 17Q: 3 clusters Score -187731.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -187744.953125 Penalty: 3492.540283
	Iteration 18Q: 3 clusters Score -187745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -187757.359375 Penalty: 3492.540283
	Iteration 19Q: 3 clusters Score -187757.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -187789.703125 Penalty: 3492.540283
	Iteration 20F: 3 clusters Score -187789.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -187828.453125 Penalty: 3492.540283
	Iteration 21Q: 3 clusters Score -187828.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -187891.968750 Penalty: 3492.540283
	Iteration 22Q: 3 clusters Score -187892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -187937.718750 Penalty: 3492.540283
	Iteration 23Q: 3 clusters Score -187937.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -187972.562500 Penalty: 3492.540283
	Iteration 24Q: 3 clusters Score -187972.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -188003.406250 Penalty: 3492.540283
	Iteration 25Q: 3 clusters Score -188003.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -188025.125000 Penalty: 3492.540283
	Iteration 26Q: 3 clusters Score -188025.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188051.562500 Penalty: 3492.540283
	Iteration 27Q: 3 clusters Score -188051.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188070.453125 Penalty: 3492.540283
	Iteration 28Q: 3 clusters Score -188070.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188082.109375 Penalty: 3492.540283
	Iteration 29Q: 3 clusters Score -188082.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188088.734375 Penalty: 3492.540283
	Iteration 30Q: 3 clusters Score -188088.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188093.015625 Penalty: 3492.540283
	Iteration 31Q: 3 clusters Score -188093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -188095.125000 Penalty: 3492.540283
	Iteration 32Q: 3 clusters Score -188095.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -188100.250000 Penalty: 3492.540283
	Iteration 33Q: 3 clusters Score -188100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -188106.906250 Penalty: 3492.540283
	Iteration 34Q: 3 clusters Score -188106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -188108.484375 Penalty: 3492.540283
	Iteration 35Q: 3 clusters Score -188108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -188108.765625 Penalty: 3492.540283
	Iteration 36Q: 3 clusters Score -188108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -188110.312500 Penalty: 3492.540283
	Iteration 37Q: 3 clusters Score -188110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -188110.859375 Penalty: 3492.540283
	Iteration 38Q: 3 clusters Score -188110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188111.859375 Penalty: 3492.540283
	Iteration 39Q: 3 clusters Score -188111.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188111.859375 Penalty: 3492.540283
	Iteration 40F: 3 clusters Score -188111.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Entering Unmasked Estep 
Score: -8275144.500000 Penalty: 2655.250244
	Iteration 0F: 2 clusters Score -8275144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -8245297.000000 Penalty: 5310.500488
	Iteration 0F: 3 clusters Score -8245297 nChanged 20574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -8257931.500000 Penalty: 5310.500488
	Iteration 1F: 3 clusters Score -8257932 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -8260068.000000 Penalty: 5310.500488
	Iteration 2F: 3 clusters Score -8260068 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -8263117.500000 Penalty: 5310.500488
	Iteration 3F: 3 clusters Score -8263118 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -8266727.500000 Penalty: 5310.500488
	Iteration 4F: 3 clusters Score -8266728 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -8270463.000000 Penalty: 5310.500488
	Iteration 5F: 3 clusters Score -8270463 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -8272949.000000 Penalty: 5310.500488
	Iteration 6F: 3 clusters Score -8272949 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -8273722.500000 Penalty: 5310.500488
	Iteration 7Q: 3 clusters Score -8273722 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -8273904.000000 Penalty: 5310.500488
	Iteration 8Q: 3 clusters Score -8273904 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -8273962.000000 Penalty: 5310.500488
	Iteration 9Q: 3 clusters Score -8273962 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -8274028.500000 Penalty: 5310.500488
	Iteration 10Q: 3 clusters Score -8274028 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -8274026.000000 Penalty: 5310.500488
	Iteration 11Q: 3 clusters Score -8274026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -8274049.000000 Penalty: 5310.500488
	Iteration 12Q: 3 clusters Score -8274049 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -8274056.000000 Penalty: 5310.500488
	Iteration 13Q: 3 clusters Score -8274056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -8274034.500000 Penalty: 5310.500488
	Iteration 14Q: 3 clusters Score -8274034 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -8274059.000000 Penalty: 5310.500488
	Iteration 15Q: 3 clusters Score -8274059 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -8274077.000000 Penalty: 5310.500488
	Iteration 16Q: 3 clusters Score -8274077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -8274050.500000 Penalty: 5310.500488
	Iteration 17Q: 3 clusters Score -8274050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -8274054.500000 Penalty: 5310.500488
	Iteration 18Q: 3 clusters Score -8274054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -8274054.500000 Penalty: 5310.500488
	Iteration 19Q: 3 clusters Score -8274054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -8274051.500000 Penalty: 5310.500488
	Iteration 20F: 3 clusters Score -8274052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -8274042.500000 Penalty: 5310.500488
	Iteration 21Q: 3 clusters Score -8274042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -8274044.500000 Penalty: 5310.500488
	Iteration 22Q: 3 clusters Score -8274044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -8274047.000000 Penalty: 5310.500488
	Iteration 23Q: 3 clusters Score -8274047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -8274041.500000 Penalty: 5310.500488
	Iteration 24Q: 3 clusters Score -8274042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -8274041.500000 Penalty: 5310.500488
	Iteration 25F: 3 clusters Score -8274042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -384757.343750 Penalty: 1910.121948
	Iteration 0F: 2 clusters Score -384757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -382012.375000 Penalty: 3820.243896
	Iteration 0F: 3 clusters Score -382012.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -382541.187500 Penalty: 3820.243896
	Iteration 1F: 3 clusters Score -382541.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -382713.625000 Penalty: 3820.243896
	Iteration 2F: 3 clusters Score -382713.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -382834.156250 Penalty: 3820.243896
	Iteration 3F: 3 clusters Score -382834.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -382925.125000 Penalty: 3820.243896
	Iteration 4Q: 3 clusters Score -382925.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -382986.812500 Penalty: 3820.243896
	Iteration 5Q: 3 clusters Score -382986.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -383033.187500 Penalty: 3820.243896
	Iteration 6Q: 3 clusters Score -383033.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -383060.437500 Penalty: 3820.243896
	Iteration 7Q: 3 clusters Score -383060.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -383077.593750 Penalty: 3820.243896
	Iteration 8Q: 3 clusters Score -383077.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -383091.312500 Penalty: 3820.243896
	Iteration 9Q: 3 clusters Score -383091.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -383101.812500 Penalty: 3820.243896
	Iteration 10Q: 3 clusters Score -383101.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -383110.593750 Penalty: 3820.243896
	Iteration 11Q: 3 clusters Score -383110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -383114.531250 Penalty: 3820.243896
	Iteration 12Q: 3 clusters Score -383114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -383118.593750 Penalty: 3820.243896
	Iteration 13Q: 3 clusters Score -383118.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -383123.875000 Penalty: 3820.243896
	Iteration 14Q: 3 clusters Score -383123.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -383125.843750 Penalty: 3820.243896
	Iteration 15Q: 3 clusters Score -383125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -383126.781250 Penalty: 3820.243896
	Iteration 16Q: 3 clusters Score -383126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -383127.375000 Penalty: 3820.243896
	Iteration 17Q: 3 clusters Score -383127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -383127.375000 Penalty: 3820.243896
	Iteration 18F: 3 clusters Score -383127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -132330.984375 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -132331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -130580.828125 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -130580.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -130863.070312 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -130863.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -131030.976562 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -131031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -131214.250000 Penalty: 3288.819092
	Iteration 3F: 3 clusters Score -131214.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -131383.671875 Penalty: 3288.819092
	Iteration 4F: 3 clusters Score -131383.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -131519.281250 Penalty: 3288.819092
	Iteration 5F: 3 clusters Score -131519.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -131620.031250 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -131620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -131683.468750 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -131683.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -131713.531250 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -131713.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -131731.062500 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -131731.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -131754.718750 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -131754.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -131794.390625 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -131794.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -131820.828125 Penalty: 3288.819092
	Iteration 12Q: 3 clusters Score -131820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -131829.812500 Penalty: 3288.819092
	Iteration 13Q: 3 clusters Score -131829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -131829.812500 Penalty: 3288.819092
	Iteration 14F: 3 clusters Score -131829.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Entering Unmasked Estep 
Score: -7073240.000000 Penalty: 2617.162598
	Iteration 0F: 2 clusters Score -7073240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -7047658.000000 Penalty: 5234.325195
	Iteration 0F: 3 clusters Score -7047658 nChanged 17476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -7057200.500000 Penalty: 5234.325195
	Iteration 1F: 3 clusters Score -7057200 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -7057625.000000 Penalty: 5234.325195
	Iteration 2Q: 3 clusters Score -7057625 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -7058146.000000 Penalty: 5234.325195
	Iteration 3Q: 3 clusters Score -7058146 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -7058667.000000 Penalty: 5234.325195
	Iteration 4Q: 3 clusters Score -7058667 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -7059203.000000 Penalty: 5234.325195
	Iteration 5Q: 3 clusters Score -7059203 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -7059915.000000 Penalty: 5234.325195
	Iteration 6Q: 3 clusters Score -7059915 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -7060811.000000 Penalty: 5234.325195
	Iteration 7Q: 3 clusters Score -7060811 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -7061859.500000 Penalty: 5234.325195
	Iteration 8Q: 3 clusters Score -7061860 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -7062993.500000 Penalty: 5234.325195
	Iteration 9Q: 3 clusters Score -7062994 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -7064062.000000 Penalty: 5234.325195
	Iteration 10Q: 3 clusters Score -7064062 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -7065050.000000 Penalty: 5234.325195
	Iteration 11Q: 3 clusters Score -7065050 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -7065877.500000 Penalty: 5234.325195
	Iteration 12Q: 3 clusters Score -7065878 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -7066493.500000 Penalty: 5234.325195
	Iteration 13Q: 3 clusters Score -7066494 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -7066958.500000 Penalty: 5234.325195
	Iteration 14Q: 3 clusters Score -7066958 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -7067329.000000 Penalty: 5234.325195
	Iteration 15Q: 3 clusters Score -7067329 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -7067621.000000 Penalty: 5234.325195
	Iteration 16Q: 3 clusters Score -7067621 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -7067890.500000 Penalty: 5234.325195
	Iteration 17Q: 3 clusters Score -7067890 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -7068077.500000 Penalty: 5234.325195
	Iteration 18Q: 3 clusters Score -7068078 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -7068257.000000 Penalty: 5234.325195
	Iteration 19Q: 3 clusters Score -7068257 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -7068453.500000 Penalty: 5234.325195
	Iteration 20F: 3 clusters Score -7068454 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -7068672.500000 Penalty: 5234.325195
	Iteration 21Q: 3 clusters Score -7068672 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -7068897.000000 Penalty: 5234.325195
	Iteration 22Q: 3 clusters Score -7068897 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7069130.500000 Penalty: 5234.325195
	Iteration 23Q: 3 clusters Score -7069130 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -7069317.000000 Penalty: 5234.325195
	Iteration 24Q: 3 clusters Score -7069317 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -7069529.000000 Penalty: 5234.325195
	Iteration 25Q: 3 clusters Score -7069529 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7069729.500000 Penalty: 5234.325195
	Iteration 26Q: 3 clusters Score -7069730 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7069958.000000 Penalty: 5234.325195
	Iteration 27Q: 3 clusters Score -7069958 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7070126.500000 Penalty: 5234.325195
	Iteration 28Q: 3 clusters Score -7070126 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7070299.500000 Penalty: 5234.325195
	Iteration 29Q: 3 clusters Score -7070300 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7070419.500000 Penalty: 5234.325195
	Iteration 30Q: 3 clusters Score -7070420 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7070525.500000 Penalty: 5234.325195
	Iteration 31Q: 3 clusters Score -7070526 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7070572.000000 Penalty: 5234.325195
	Iteration 32Q: 3 clusters Score -7070572 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7070663.500000 Penalty: 5234.325195
	Iteration 33Q: 3 clusters Score -7070664 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7070706.000000 Penalty: 5234.325195
	Iteration 34Q: 3 clusters Score -7070706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7070761.500000 Penalty: 5234.325195
	Iteration 35Q: 3 clusters Score -7070762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7070794.000000 Penalty: 5234.325195
	Iteration 36Q: 3 clusters Score -7070794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7070812.000000 Penalty: 5234.325195
	Iteration 37Q: 3 clusters Score -7070812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7070834.000000 Penalty: 5234.325195
	Iteration 38Q: 3 clusters Score -7070834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7070859.000000 Penalty: 5234.325195
	Iteration 39Q: 3 clusters Score -7070859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7070879.000000 Penalty: 5234.325195
	Iteration 40F: 3 clusters Score -7070879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7070895.500000 Penalty: 5234.325195
	Iteration 41Q: 3 clusters Score -7070896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7070902.000000 Penalty: 5234.325195
	Iteration 42Q: 3 clusters Score -7070902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7070914.000000 Penalty: 5234.325195
	Iteration 43Q: 3 clusters Score -7070914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7070920.500000 Penalty: 5234.325195
	Iteration 44Q: 3 clusters Score -7070920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7070932.500000 Penalty: 5234.325195
	Iteration 45Q: 3 clusters Score -7070932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7070941.000000 Penalty: 5234.325195
	Iteration 46Q: 3 clusters Score -7070941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7070940.500000 Penalty: 5234.325195
	Iteration 47Q: 3 clusters Score -7070940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7070948.500000 Penalty: 5234.325195
	Iteration 48Q: 3 clusters Score -7070948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7070948.500000 Penalty: 5234.325195
	Iteration 49Q: 3 clusters Score -7070948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7070952.000000 Penalty: 5234.325195
	Iteration 50Q: 3 clusters Score -7070952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7070954.500000 Penalty: 5234.325195
	Iteration 51Q: 3 clusters Score -7070954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7070957.500000 Penalty: 5234.325195
	Iteration 52Q: 3 clusters Score -7070958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7070953.000000 Penalty: 5234.325195
	Iteration 53Q: 3 clusters Score -7070953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7070960.500000 Penalty: 5234.325195
	Iteration 54Q: 3 clusters Score -7070960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7070963.000000 Penalty: 5234.325195
	Iteration 55Q: 3 clusters Score -7070963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7070963.000000 Penalty: 5234.325195
	Iteration 56F: 3 clusters Score -7070963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Entering Unmasked Estep 
Score: -5205479.500000 Penalty: 2547.287354
	Iteration 0F: 2 clusters Score -5205480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -5185719.000000 Penalty: 5094.574707
	Iteration 0F: 3 clusters Score -5185719 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5192759.000000 Penalty: 5094.574707
	Iteration 1F: 3 clusters Score -5192759 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -5193098.000000 Penalty: 5094.574707
	Iteration 2Q: 3 clusters Score -5193098 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -5193374.000000 Penalty: 5094.574707
	Iteration 3Q: 3 clusters Score -5193374 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -5193646.500000 Penalty: 5094.574707
	Iteration 4Q: 3 clusters Score -5193646 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -5193809.500000 Penalty: 5094.574707
	Iteration 5Q: 3 clusters Score -5193810 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -5194058.500000 Penalty: 5094.574707
	Iteration 6Q: 3 clusters Score -5194058 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -5194296.000000 Penalty: 5094.574707
	Iteration 7Q: 3 clusters Score -5194296 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -5194634.000000 Penalty: 5094.574707
	Iteration 8Q: 3 clusters Score -5194634 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -5195105.000000 Penalty: 5094.574707
	Iteration 9Q: 3 clusters Score -5195105 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -5195854.000000 Penalty: 5094.574707
	Iteration 10Q: 3 clusters Score -5195854 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -5196932.500000 Penalty: 5094.574707
	Iteration 11F: 3 clusters Score -5196932 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -5198469.500000 Penalty: 5094.574707
	Iteration 12F: 3 clusters Score -5198470 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -5200284.000000 Penalty: 5094.574707
	Iteration 13F: 3 clusters Score -5200284 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -5201699.500000 Penalty: 5094.574707
	Iteration 14F: 3 clusters Score -5201700 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -5202528.500000 Penalty: 5094.574707
	Iteration 15Q: 3 clusters Score -5202528 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -5202866.500000 Penalty: 5094.574707
	Iteration 16Q: 3 clusters Score -5202866 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -5203018.500000 Penalty: 5094.574707
	Iteration 17Q: 3 clusters Score -5203018 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -5203110.000000 Penalty: 5094.574707
	Iteration 18Q: 3 clusters Score -5203110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -5203151.500000 Penalty: 5094.574707
	Iteration 19Q: 3 clusters Score -5203152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -5203170.500000 Penalty: 5094.574707
	Iteration 20F: 3 clusters Score -5203170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -5203195.500000 Penalty: 5094.574707
	Iteration 21Q: 3 clusters Score -5203196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -5203200.000000 Penalty: 5094.574707
	Iteration 22Q: 3 clusters Score -5203200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -5203205.000000 Penalty: 5094.574707
	Iteration 23Q: 3 clusters Score -5203205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -5203205.000000 Penalty: 5094.574707
	Iteration 24F: 3 clusters Score -5203205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Entering Unmasked Estep 
Score: -7465887.500000 Penalty: 2628.671143
	Iteration 0F: 2 clusters Score -7465888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -7439140.000000 Penalty: 5257.342285
	Iteration 0F: 3 clusters Score -7439140 nChanged 18399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -7449411.000000 Penalty: 5257.342285
	Iteration 1F: 3 clusters Score -7449411 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -7450409.500000 Penalty: 5257.342285
	Iteration 2Q: 3 clusters Score -7450410 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -7451559.000000 Penalty: 5257.342285
	Iteration 3F: 3 clusters Score -7451559 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -7452975.500000 Penalty: 5257.342285
	Iteration 4F: 3 clusters Score -7452976 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -7454999.000000 Penalty: 5257.342285
	Iteration 5F: 3 clusters Score -7454999 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -7457736.500000 Penalty: 5257.342285
	Iteration 6F: 3 clusters Score -7457736 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -7460619.500000 Penalty: 5257.342285
	Iteration 7F: 3 clusters Score -7460620 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -7462684.500000 Penalty: 5257.342285
	Iteration 8F: 3 clusters Score -7462684 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -7463564.000000 Penalty: 5257.342285
	Iteration 9Q: 3 clusters Score -7463564 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -7463908.000000 Penalty: 5257.342285
	Iteration 10Q: 3 clusters Score -7463908 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -7464064.000000 Penalty: 5257.342285
	Iteration 11Q: 3 clusters Score -7464064 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -7464203.500000 Penalty: 5257.342285
	Iteration 12Q: 3 clusters Score -7464204 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -7464283.500000 Penalty: 5257.342285
	Iteration 13Q: 3 clusters Score -7464284 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -7464370.500000 Penalty: 5257.342285
	Iteration 14Q: 3 clusters Score -7464370 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -7464435.500000 Penalty: 5257.342285
	Iteration 15Q: 3 clusters Score -7464436 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -7464509.000000 Penalty: 5257.342285
	Iteration 16Q: 3 clusters Score -7464509 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7464557.500000 Penalty: 5257.342285
	Iteration 17Q: 3 clusters Score -7464558 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -7464628.500000 Penalty: 5257.342285
	Iteration 18Q: 3 clusters Score -7464628 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -7464648.500000 Penalty: 5257.342285
	Iteration 19Q: 3 clusters Score -7464648 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -7464705.000000 Penalty: 5257.342285
	Iteration 20F: 3 clusters Score -7464705 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -7464735.500000 Penalty: 5257.342285
	Iteration 21Q: 3 clusters Score -7464736 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7464762.000000 Penalty: 5257.342285
	Iteration 22Q: 3 clusters Score -7464762 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -7464778.500000 Penalty: 5257.342285
	Iteration 23Q: 3 clusters Score -7464778 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -7464760.000000 Penalty: 5257.342285
	Iteration 24Q: 3 clusters Score -7464760 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7464772.500000 Penalty: 5257.342285
	Iteration 25Q: 3 clusters Score -7464772 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7464781.500000 Penalty: 5257.342285
	Iteration 26Q: 3 clusters Score -7464782 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -7464769.000000 Penalty: 5257.342285
	Iteration 27Q: 3 clusters Score -7464769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7464767.500000 Penalty: 5257.342285
	Iteration 28Q: 3 clusters Score -7464768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7464773.000000 Penalty: 5257.342285
	Iteration 29Q: 3 clusters Score -7464773 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7464792.000000 Penalty: 5257.342285
	Iteration 30Q: 3 clusters Score -7464792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7464774.500000 Penalty: 5257.342285
	Iteration 31Q: 3 clusters Score -7464774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7464767.500000 Penalty: 5257.342285
	Iteration 32Q: 3 clusters Score -7464768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7464764.500000 Penalty: 5257.342285
	Iteration 33Q: 3 clusters Score -7464764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7464772.500000 Penalty: 5257.342285
	Iteration 34Q: 3 clusters Score -7464772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7464775.000000 Penalty: 5257.342285
	Iteration 35Q: 3 clusters Score -7464775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7464764.500000 Penalty: 5257.342285
	Iteration 36Q: 3 clusters Score -7464764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7464779.000000 Penalty: 5257.342285
	Iteration 37Q: 3 clusters Score -7464779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7464792.000000 Penalty: 5257.342285
	Iteration 38Q: 3 clusters Score -7464792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7464794.500000 Penalty: 5257.342285
	Iteration 39Q: 3 clusters Score -7464794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7464794.000000 Penalty: 5257.342285
	Iteration 40F: 3 clusters Score -7464794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7464789.000000 Penalty: 5257.342285
	Iteration 41Q: 3 clusters Score -7464789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7464791.500000 Penalty: 5257.342285
	Iteration 42Q: 3 clusters Score -7464792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7464796.500000 Penalty: 5257.342285
	Iteration 43Q: 3 clusters Score -7464796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7464784.000000 Penalty: 5257.342285
	Iteration 44Q: 3 clusters Score -7464784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7464788.500000 Penalty: 5257.342285
	Iteration 45Q: 3 clusters Score -7464788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7464782.000000 Penalty: 5257.342285
	Iteration 46Q: 3 clusters Score -7464782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7464788.500000 Penalty: 5257.342285
	Iteration 47Q: 3 clusters Score -7464788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7464778.000000 Penalty: 5257.342285
	Iteration 48Q: 3 clusters Score -7464778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7464784.500000 Penalty: 5257.342285
	Iteration 49Q: 3 clusters Score -7464784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7464778.500000 Penalty: 5257.342285
	Iteration 50Q: 3 clusters Score -7464778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7464777.000000 Penalty: 5257.342285
	Iteration 51Q: 3 clusters Score -7464777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7464788.000000 Penalty: 5257.342285
	Iteration 52Q: 3 clusters Score -7464788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7464782.000000 Penalty: 5257.342285
	Iteration 53Q: 3 clusters Score -7464782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7464774.500000 Penalty: 5257.342285
	Iteration 54Q: 3 clusters Score -7464774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7464772.500000 Penalty: 5257.342285
	Iteration 55Q: 3 clusters Score -7464772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7464781.500000 Penalty: 5257.342285
	Iteration 56Q: 3 clusters Score -7464782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -7464783.500000 Penalty: 5257.342285
	Iteration 57Q: 3 clusters Score -7464784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7464783.500000 Penalty: 5257.342285
	Iteration 58Q: 3 clusters Score -7464784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7464787.000000 Penalty: 5257.342285
	Iteration 59Q: 3 clusters Score -7464787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7464788.000000 Penalty: 5257.342285
	Iteration 60F: 3 clusters Score -7464788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7464785.500000 Penalty: 5257.342285
	Iteration 61Q: 3 clusters Score -7464786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7464784.000000 Penalty: 5257.342285
	Iteration 62Q: 3 clusters Score -7464784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7464777.000000 Penalty: 5257.342285
	Iteration 63Q: 3 clusters Score -7464777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7464775.000000 Penalty: 5257.342285
	Iteration 64Q: 3 clusters Score -7464775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7464775.500000 Penalty: 5257.342285
	Iteration 65Q: 3 clusters Score -7464776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7464778.500000 Penalty: 5257.342285
	Iteration 66Q: 3 clusters Score -7464778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7464769.000000 Penalty: 5257.342285
	Iteration 67Q: 3 clusters Score -7464769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7464775.000000 Penalty: 5257.342285
	Iteration 68Q: 3 clusters Score -7464775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7464759.500000 Penalty: 5257.342285
	Iteration 69Q: 3 clusters Score -7464760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7464763.000000 Penalty: 5257.342285
	Iteration 70Q: 3 clusters Score -7464763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7464768.000000 Penalty: 5257.342285
	Iteration 71Q: 3 clusters Score -7464768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7464770.500000 Penalty: 5257.342285
	Iteration 72Q: 3 clusters Score -7464770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7464766.500000 Penalty: 5257.342285
	Iteration 73Q: 3 clusters Score -7464766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7464756.000000 Penalty: 5257.342285
	Iteration 74Q: 3 clusters Score -7464756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7464766.000000 Penalty: 5257.342285
	Iteration 75Q: 3 clusters Score -7464766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7464776.000000 Penalty: 5257.342285
	Iteration 76Q: 3 clusters Score -7464776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7464779.500000 Penalty: 5257.342285
	Iteration 77Q: 3 clusters Score -7464780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7464765.500000 Penalty: 5257.342285
	Iteration 78Q: 3 clusters Score -7464766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7464769.000000 Penalty: 5257.342285
	Iteration 79Q: 3 clusters Score -7464769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7464768.000000 Penalty: 5257.342285
	Iteration 80F: 3 clusters Score -7464768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7464763.000000 Penalty: 5257.342285
	Iteration 81Q: 3 clusters Score -7464763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7464757.500000 Penalty: 5257.342285
	Iteration 82Q: 3 clusters Score -7464758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7464756.500000 Penalty: 5257.342285
	Iteration 83Q: 3 clusters Score -7464756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7464752.000000 Penalty: 5257.342285
	Iteration 84Q: 3 clusters Score -7464752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7464754.000000 Penalty: 5257.342285
	Iteration 85Q: 3 clusters Score -7464754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7464761.000000 Penalty: 5257.342285
	Iteration 86Q: 3 clusters Score -7464761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7464761.500000 Penalty: 5257.342285
	Iteration 87Q: 3 clusters Score -7464762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7464760.000000 Penalty: 5257.342285
	Iteration 88Q: 3 clusters Score -7464760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7464757.500000 Penalty: 5257.342285
	Iteration 89Q: 3 clusters Score -7464758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7464757.500000 Penalty: 5257.342285
	Iteration 90F: 3 clusters Score -7464758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -150298.875000 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -150298.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -148568.656250 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -148568.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -149094.093750 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -149094.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -149472.671875 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -149472.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -149803.593750 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -149803.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -150032.140625 Penalty: 3361.712646
	Iteration 4F: 3 clusters Score -150032.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -150235.281250 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -150235.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -150431.437500 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -150431.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -150594.125000 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -150594.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150655.984375 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -150656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150679.031250 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -150679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150713.218750 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -150713.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -150764.484375 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -150764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -150822.546875 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -150822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150872.046875 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -150872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -150883.859375 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -150883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -150886.531250 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -150886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -150886.531250 Penalty: 3361.712646
	Iteration 16F: 3 clusters Score -150886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48174 members 
Mstep: Class 7 contains 45468 members 
Mstep: Class 8 contains 47370 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 44652 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 13 contains 38295 members 
Mstep: Class 14 contains 28892 members 
Mstep: Class 15 contains 40114 members 
Mstep: Class 16 contains 347 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49208 members 
Mstep: Class 19 contains 34423 members 
Mstep: Class 20 contains 48033 members 
Mstep: Class 21 contains 57522 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 61202 members 
Mstep: Class 24 contains 531 members 
Entering Unmasked Estep 
Score: -110143288.000000 Penalty: 79215.406250
Splitting cluster 16 changes total score from -110144800.000000 to -110143288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -99154.531250 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -99154.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97473.890625 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -97473.89 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97791.148438 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -97791.15 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97951.710938 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -97951.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98041.273438 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -98041.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98076.460938 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -98076.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98098.718750 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -98098.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98121.992188 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -98121.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -98164.796875 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -98164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -98205.515625 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98205.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98231.789062 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98231.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98251.195312 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98251.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98257.234375 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98257.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98269.039062 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -98269.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98275.718750 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -98275.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98280.554688 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -98280.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -98300.476562 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -98300.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98302.820312 Penalty: 3225.383789
	Iteration 16Q: 3 clusters Score -98302.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98302.820312 Penalty: 3225.383789
	Iteration 17F: 3 clusters Score -98302.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Entering Unmasked Estep 
Score: -9202369.000000 Penalty: 2679.345215
	Iteration 0F: 2 clusters Score -9202369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -9171706.000000 Penalty: 5358.690430
	Iteration 0F: 3 clusters Score -9171706 nChanged 22749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -9184187.000000 Penalty: 5358.690430
	Iteration 1F: 3 clusters Score -9184187 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -9184660.000000 Penalty: 5358.690430
	Iteration 2Q: 3 clusters Score -9184660 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -9185100.000000 Penalty: 5358.690430
	Iteration 3Q: 3 clusters Score -9185100 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -9185468.000000 Penalty: 5358.690430
	Iteration 4Q: 3 clusters Score -9185468 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -9186102.000000 Penalty: 5358.690430
	Iteration 5Q: 3 clusters Score -9186102 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -9186906.000000 Penalty: 5358.690430
	Iteration 6Q: 3 clusters Score -9186906 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -9188095.000000 Penalty: 5358.690430
	Iteration 7Q: 3 clusters Score -9188095 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -9189935.000000 Penalty: 5358.690430
	Iteration 8F: 3 clusters Score -9189935 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -9192500.000000 Penalty: 5358.690430
	Iteration 9F: 3 clusters Score -9192500 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -9195595.000000 Penalty: 5358.690430
	Iteration 10F: 3 clusters Score -9195595 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -9198185.000000 Penalty: 5358.690430
	Iteration 11F: 3 clusters Score -9198185 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -9199407.000000 Penalty: 5358.690430
	Iteration 12Q: 3 clusters Score -9199407 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -9199841.000000 Penalty: 5358.690430
	Iteration 13Q: 3 clusters Score -9199841 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -9200004.000000 Penalty: 5358.690430
	Iteration 14Q: 3 clusters Score -9200004 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -9200065.000000 Penalty: 5358.690430
	Iteration 15Q: 3 clusters Score -9200065 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -9200093.000000 Penalty: 5358.690430
	Iteration 16Q: 3 clusters Score -9200093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -9200121.000000 Penalty: 5358.690430
	Iteration 17Q: 3 clusters Score -9200121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -9200137.000000 Penalty: 5358.690430
	Iteration 18Q: 3 clusters Score -9200137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -9200148.000000 Penalty: 5358.690430
	Iteration 19Q: 3 clusters Score -9200148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -9200159.000000 Penalty: 5358.690430
	Iteration 20F: 3 clusters Score -9200159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -9200183.000000 Penalty: 5358.690430
	Iteration 21Q: 3 clusters Score -9200183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -9200190.000000 Penalty: 5358.690430
	Iteration 22Q: 3 clusters Score -9200190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -9200186.000000 Penalty: 5358.690430
	Iteration 23Q: 3 clusters Score -9200186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -9200184.000000 Penalty: 5358.690430
	Iteration 24Q: 3 clusters Score -9200184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -9200181.000000 Penalty: 5358.690430
	Iteration 25Q: 3 clusters Score -9200181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -9200184.000000 Penalty: 5358.690430
	Iteration 26Q: 3 clusters Score -9200184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -9200185.000000 Penalty: 5358.690430
	Iteration 27Q: 3 clusters Score -9200185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -9200184.000000 Penalty: 5358.690430
	Iteration 28Q: 3 clusters Score -9200184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -9200184.000000 Penalty: 5358.690430
	Iteration 29F: 3 clusters Score -9200184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Entering Unmasked Estep 
Score: -6411127.500000 Penalty: 2590.727051
	Iteration 0F: 2 clusters Score -6411128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -6387652.000000 Penalty: 5181.454102
	Iteration 0F: 3 clusters Score -6387652 nChanged 15626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -6396138.000000 Penalty: 5181.454102
	Iteration 1F: 3 clusters Score -6396138 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -6396551.000000 Penalty: 5181.454102
	Iteration 2Q: 3 clusters Score -6396551 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -6396917.000000 Penalty: 5181.454102
	Iteration 3Q: 3 clusters Score -6396917 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -6397325.000000 Penalty: 5181.454102
	Iteration 4Q: 3 clusters Score -6397325 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -6397722.000000 Penalty: 5181.454102
	Iteration 5Q: 3 clusters Score -6397722 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -6398039.500000 Penalty: 5181.454102
	Iteration 6Q: 3 clusters Score -6398040 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -6398433.000000 Penalty: 5181.454102
	Iteration 7Q: 3 clusters Score -6398433 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -6398815.500000 Penalty: 5181.454102
	Iteration 8Q: 3 clusters Score -6398816 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -6399295.500000 Penalty: 5181.454102
	Iteration 9Q: 3 clusters Score -6399296 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -6399979.000000 Penalty: 5181.454102
	Iteration 10Q: 3 clusters Score -6399979 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -6400916.000000 Penalty: 5181.454102
	Iteration 11Q: 3 clusters Score -6400916 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -6402124.500000 Penalty: 5181.454102
	Iteration 12F: 3 clusters Score -6402124 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -6403601.500000 Penalty: 5181.454102
	Iteration 13F: 3 clusters Score -6403602 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -6405119.000000 Penalty: 5181.454102
	Iteration 14F: 3 clusters Score -6405119 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -6406296.500000 Penalty: 5181.454102
	Iteration 15F: 3 clusters Score -6406296 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -6406945.000000 Penalty: 5181.454102
	Iteration 16Q: 3 clusters Score -6406945 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -6407219.500000 Penalty: 5181.454102
	Iteration 17Q: 3 clusters Score -6407220 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -6407390.500000 Penalty: 5181.454102
	Iteration 18Q: 3 clusters Score -6407390 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -6407519.500000 Penalty: 5181.454102
	Iteration 19Q: 3 clusters Score -6407520 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -6407636.500000 Penalty: 5181.454102
	Iteration 20F: 3 clusters Score -6407636 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -6407732.500000 Penalty: 5181.454102
	Iteration 21Q: 3 clusters Score -6407732 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -6407787.000000 Penalty: 5181.454102
	Iteration 22Q: 3 clusters Score -6407787 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -6407887.000000 Penalty: 5181.454102
	Iteration 23Q: 3 clusters Score -6407887 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -6407957.000000 Penalty: 5181.454102
	Iteration 24Q: 3 clusters Score -6407957 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -6408003.000000 Penalty: 5181.454102
	Iteration 25Q: 3 clusters Score -6408003 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -6408039.000000 Penalty: 5181.454102
	Iteration 26Q: 3 clusters Score -6408039 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -6408094.000000 Penalty: 5181.454102
	Iteration 27Q: 3 clusters Score -6408094 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -6408132.000000 Penalty: 5181.454102
	Iteration 28Q: 3 clusters Score -6408132 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -6408158.000000 Penalty: 5181.454102
	Iteration 29Q: 3 clusters Score -6408158 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -6408200.000000 Penalty: 5181.454102
	Iteration 30Q: 3 clusters Score -6408200 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -6408220.000000 Penalty: 5181.454102
	Iteration 31Q: 3 clusters Score -6408220 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -6408247.000000 Penalty: 5181.454102
	Iteration 32Q: 3 clusters Score -6408247 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -6408301.000000 Penalty: 5181.454102
	Iteration 33Q: 3 clusters Score -6408301 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -6408348.500000 Penalty: 5181.454102
	Iteration 34Q: 3 clusters Score -6408348 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -6408412.000000 Penalty: 5181.454102
	Iteration 35Q: 3 clusters Score -6408412 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -6408446.000000 Penalty: 5181.454102
	Iteration 36Q: 3 clusters Score -6408446 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -6408461.000000 Penalty: 5181.454102
	Iteration 37Q: 3 clusters Score -6408461 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -6408532.000000 Penalty: 5181.454102
	Iteration 38Q: 3 clusters Score -6408532 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -6408588.500000 Penalty: 5181.454102
	Iteration 39Q: 3 clusters Score -6408588 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -6408670.500000 Penalty: 5181.454102
	Iteration 40F: 3 clusters Score -6408670 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -6408710.000000 Penalty: 5181.454102
	Iteration 41Q: 3 clusters Score -6408710 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -6408758.000000 Penalty: 5181.454102
	Iteration 42Q: 3 clusters Score -6408758 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -6408799.500000 Penalty: 5181.454102
	Iteration 43Q: 3 clusters Score -6408800 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -6408851.000000 Penalty: 5181.454102
	Iteration 44Q: 3 clusters Score -6408851 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -6408892.500000 Penalty: 5181.454102
	Iteration 45Q: 3 clusters Score -6408892 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -6408949.000000 Penalty: 5181.454102
	Iteration 46Q: 3 clusters Score -6408949 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -6408989.500000 Penalty: 5181.454102
	Iteration 47Q: 3 clusters Score -6408990 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -6409045.000000 Penalty: 5181.454102
	Iteration 48Q: 3 clusters Score -6409045 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -6409083.000000 Penalty: 5181.454102
	Iteration 49Q: 3 clusters Score -6409083 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -6409097.000000 Penalty: 5181.454102
	Iteration 50Q: 3 clusters Score -6409097 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -6409128.500000 Penalty: 5181.454102
	Iteration 51Q: 3 clusters Score -6409128 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -6409134.000000 Penalty: 5181.454102
	Iteration 52Q: 3 clusters Score -6409134 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -6409158.500000 Penalty: 5181.454102
	Iteration 53Q: 3 clusters Score -6409158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -6409195.000000 Penalty: 5181.454102
	Iteration 54Q: 3 clusters Score -6409195 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -6409213.000000 Penalty: 5181.454102
	Iteration 55Q: 3 clusters Score -6409213 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6409233.500000 Penalty: 5181.454102
	Iteration 56Q: 3 clusters Score -6409234 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -6409268.000000 Penalty: 5181.454102
	Iteration 57Q: 3 clusters Score -6409268 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6409305.500000 Penalty: 5181.454102
	Iteration 58Q: 3 clusters Score -6409306 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -6409316.500000 Penalty: 5181.454102
	Iteration 59Q: 3 clusters Score -6409316 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6409325.500000 Penalty: 5181.454102
	Iteration 60F: 3 clusters Score -6409326 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -6409329.500000 Penalty: 5181.454102
	Iteration 61Q: 3 clusters Score -6409330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -6409337.000000 Penalty: 5181.454102
	Iteration 62Q: 3 clusters Score -6409337 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6409326.000000 Penalty: 5181.454102
	Iteration 63Q: 3 clusters Score -6409326 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -6409337.000000 Penalty: 5181.454102
	Iteration 64Q: 3 clusters Score -6409337 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -6409338.000000 Penalty: 5181.454102
	Iteration 65Q: 3 clusters Score -6409338 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -6409354.500000 Penalty: 5181.454102
	Iteration 66Q: 3 clusters Score -6409354 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -6409343.000000 Penalty: 5181.454102
	Iteration 67Q: 3 clusters Score -6409343 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6409346.500000 Penalty: 5181.454102
	Iteration 68Q: 3 clusters Score -6409346 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6409378.500000 Penalty: 5181.454102
	Iteration 69Q: 3 clusters Score -6409378 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6409390.000000 Penalty: 5181.454102
	Iteration 70Q: 3 clusters Score -6409390 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6409420.000000 Penalty: 5181.454102
	Iteration 71Q: 3 clusters Score -6409420 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6409407.500000 Penalty: 5181.454102
	Iteration 72Q: 3 clusters Score -6409408 nChanged 28
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Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6409401.500000 Penalty: 5181.454102
	Iteration 73Q: 3 clusters Score -6409402 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -6409395.500000 Penalty: 5181.454102
	Iteration 74Q: 3 clusters Score -6409396 nChanged 25
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Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6409393.500000 Penalty: 5181.454102
	Iteration 75Q: 3 clusters Score -6409394 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6409398.500000 Penalty: 5181.454102
	Iteration 76Q: 3 clusters Score -6409398 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -6409401.500000 Penalty: 5181.454102
	Iteration 77Q: 3 clusters Score -6409402 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -6409392.500000 Penalty: 5181.454102
	Iteration 78Q: 3 clusters Score -6409392 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -6409397.000000 Penalty: 5181.454102
	Iteration 79Q: 3 clusters Score -6409397 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31613 members 
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Entering Unmasked Estep 
Score: -6409400.000000 Penalty: 5181.454102
	Iteration 80F: 3 clusters Score -6409400 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31622 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6409400 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31633 members 
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Entering Unmasked Estep 
Score: -6409399.500000 Penalty: 5181.454102
	Iteration 82Q: 3 clusters Score -6409400 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31649 members 
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Entering Unmasked Estep 
Score: -6409410.500000 Penalty: 5181.454102
	Iteration 83Q: 3 clusters Score -6409410 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -6409414.000000 Penalty: 5181.454102
	Iteration 84Q: 3 clusters Score -6409414 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -6409402.000000 Penalty: 5181.454102
	Iteration 85Q: 3 clusters Score -6409402 nChanged 25
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6409398 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6409392.500000 Penalty: 5181.454102
	Iteration 87Q: 3 clusters Score -6409392 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6409400 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -6409410.500000 Penalty: 5181.454102
	Iteration 89Q: 3 clusters Score -6409410 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31811 members 
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Entering Unmasked Estep 
Score: -6409403.000000 Penalty: 5181.454102
	Iteration 90Q: 3 clusters Score -6409403 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31830 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6409399 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31850 members 
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Entering Unmasked Estep 
Score: -6409402.000000 Penalty: 5181.454102
	Iteration 92Q: 3 clusters Score -6409402 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6409398.500000 Penalty: 5181.454102
	Iteration 93Q: 3 clusters Score -6409398 nChanged 25
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Entering Unmasked Estep 
Score: -6409398.000000 Penalty: 5181.454102
	Iteration 94Q: 3 clusters Score -6409398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6409405.500000 Penalty: 5181.454102
	Iteration 95Q: 3 clusters Score -6409406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6409406.000000 Penalty: 5181.454102
	Iteration 96Q: 3 clusters Score -6409406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6409405.000000 Penalty: 5181.454102
	Iteration 97Q: 3 clusters Score -6409405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -6409421.000000 Penalty: 5181.454102
	Iteration 98Q: 3 clusters Score -6409421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6409431.500000 Penalty: 5181.454102
	Iteration 99Q: 3 clusters Score -6409432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6409438.500000 Penalty: 5181.454102
	Iteration 100F: 3 clusters Score -6409438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6409438.000000 Penalty: 5181.454102
	Iteration 101Q: 3 clusters Score -6409438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6409438.000000 Penalty: 5181.454102
	Iteration 102Q: 3 clusters Score -6409438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6409447.000000 Penalty: 5181.454102
	Iteration 103Q: 3 clusters Score -6409447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6409440.000000 Penalty: 5181.454102
	Iteration 104Q: 3 clusters Score -6409440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6409441.000000 Penalty: 5181.454102
	Iteration 105Q: 3 clusters Score -6409441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6409438.000000 Penalty: 5181.454102
	Iteration 106Q: 3 clusters Score -6409438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -6409455.500000 Penalty: 5181.454102
	Iteration 107Q: 3 clusters Score -6409456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6409460.500000 Penalty: 5181.454102
	Iteration 108Q: 3 clusters Score -6409460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6409453.000000 Penalty: 5181.454102
	Iteration 109Q: 3 clusters Score -6409453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6409455.500000 Penalty: 5181.454102
	Iteration 110Q: 3 clusters Score -6409456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6409455.500000 Penalty: 5181.454102
	Iteration 111Q: 3 clusters Score -6409456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -6409446.000000 Penalty: 5181.454102
	Iteration 112Q: 3 clusters Score -6409446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6409440.500000 Penalty: 5181.454102
	Iteration 113Q: 3 clusters Score -6409440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6409450.500000 Penalty: 5181.454102
	Iteration 114Q: 3 clusters Score -6409450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6409453.500000 Penalty: 5181.454102
	Iteration 115Q: 3 clusters Score -6409454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6409460.000000 Penalty: 5181.454102
	Iteration 116Q: 3 clusters Score -6409460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6409464.500000 Penalty: 5181.454102
	Iteration 117Q: 3 clusters Score -6409464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6409462.500000 Penalty: 5181.454102
	Iteration 118Q: 3 clusters Score -6409462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6409470.500000 Penalty: 5181.454102
	Iteration 119Q: 3 clusters Score -6409470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6409468.000000 Penalty: 5181.454102
	Iteration 120F: 3 clusters Score -6409468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6409467.000000 Penalty: 5181.454102
	Iteration 121Q: 3 clusters Score -6409467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6409477.000000 Penalty: 5181.454102
	Iteration 122Q: 3 clusters Score -6409477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6409476.500000 Penalty: 5181.454102
	Iteration 123Q: 3 clusters Score -6409476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6409479.000000 Penalty: 5181.454102
	Iteration 124Q: 3 clusters Score -6409479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6409476.500000 Penalty: 5181.454102
	Iteration 125Q: 3 clusters Score -6409476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6409478.500000 Penalty: 5181.454102
	Iteration 126Q: 3 clusters Score -6409478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6409478.500000 Penalty: 5181.454102
	Iteration 127Q: 3 clusters Score -6409478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6409478.500000 Penalty: 5181.454102
	Iteration 128F: 3 clusters Score -6409478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Entering Unmasked Estep 
Score: -8876946.000000 Penalty: 2673.351807
	Iteration 0F: 2 clusters Score -8876946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -8845023.000000 Penalty: 5346.703613
	Iteration 0F: 3 clusters Score -8845023 nChanged 22172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -8857635.000000 Penalty: 5346.703613
	Iteration 1F: 3 clusters Score -8857635 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -8858261.000000 Penalty: 5346.703613
	Iteration 2Q: 3 clusters Score -8858261 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -8858948.000000 Penalty: 5346.703613
	Iteration 3Q: 3 clusters Score -8858948 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -8859865.000000 Penalty: 5346.703613
	Iteration 4Q: 3 clusters Score -8859865 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -8861130.000000 Penalty: 5346.703613
	Iteration 5Q: 3 clusters Score -8861130 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -8863004.000000 Penalty: 5346.703613
	Iteration 6F: 3 clusters Score -8863004 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -8865415.000000 Penalty: 5346.703613
	Iteration 7F: 3 clusters Score -8865415 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -8867929.000000 Penalty: 5346.703613
	Iteration 8F: 3 clusters Score -8867929 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -8870048.000000 Penalty: 5346.703613
	Iteration 9F: 3 clusters Score -8870048 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -8871581.000000 Penalty: 5346.703613
	Iteration 10Q: 3 clusters Score -8871581 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -8872597.000000 Penalty: 5346.703613
	Iteration 11Q: 3 clusters Score -8872597 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8873398.000000 Penalty: 5346.703613
	Iteration 12Q: 3 clusters Score -8873398 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8873951.000000 Penalty: 5346.703613
	Iteration 13Q: 3 clusters Score -8873951 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8874285.000000 Penalty: 5346.703613
	Iteration 14Q: 3 clusters Score -8874285 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8874483.000000 Penalty: 5346.703613
	Iteration 15Q: 3 clusters Score -8874483 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8874570.000000 Penalty: 5346.703613
	Iteration 16Q: 3 clusters Score -8874570 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8874629.000000 Penalty: 5346.703613
	Iteration 17Q: 3 clusters Score -8874629 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8874694.000000 Penalty: 5346.703613
	Iteration 18Q: 3 clusters Score -8874694 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8874755.000000 Penalty: 5346.703613
	Iteration 19Q: 3 clusters Score -8874755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8874781.000000 Penalty: 5346.703613
	Iteration 20F: 3 clusters Score -8874781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8874808.000000 Penalty: 5346.703613
	Iteration 21Q: 3 clusters Score -8874808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8874815.000000 Penalty: 5346.703613
	Iteration 22Q: 3 clusters Score -8874815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8874823.000000 Penalty: 5346.703613
	Iteration 23Q: 3 clusters Score -8874823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8874828.000000 Penalty: 5346.703613
	Iteration 24Q: 3 clusters Score -8874828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8874836.000000 Penalty: 5346.703613
	Iteration 25Q: 3 clusters Score -8874836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8874834.000000 Penalty: 5346.703613
	Iteration 26Q: 3 clusters Score -8874834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8874834.000000 Penalty: 5346.703613
	Iteration 27Q: 3 clusters Score -8874834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8874837.000000 Penalty: 5346.703613
	Iteration 28Q: 3 clusters Score -8874837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8874837.000000 Penalty: 5346.703613
	Iteration 29Q: 3 clusters Score -8874837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8874837.000000 Penalty: 5346.703613
	Iteration 30F: 3 clusters Score -8874837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Entering Unmasked Estep 
Score: -10776523.000000 Penalty: 2718.060791
	Iteration 0F: 2 clusters Score -1.077652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -10745429.000000 Penalty: 5436.121582
	Iteration 0F: 3 clusters Score -1.074543e+07 nChanged 26685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -10760306.000000 Penalty: 5436.121582
	Iteration 1F: 3 clusters Score -1.076031e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -10761159.000000 Penalty: 5436.121582
	Iteration 2Q: 3 clusters Score -1.076116e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -10762322.000000 Penalty: 5436.121582
	Iteration 3Q: 3 clusters Score -1.076232e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -10763677.000000 Penalty: 5436.121582
	Iteration 4F: 3 clusters Score -1.076368e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -10765612.000000 Penalty: 5436.121582
	Iteration 5F: 3 clusters Score -1.076561e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -10768213.000000 Penalty: 5436.121582
	Iteration 6F: 3 clusters Score -1.076821e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -10770921.000000 Penalty: 5436.121582
	Iteration 7F: 3 clusters Score -1.077092e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -10773249.000000 Penalty: 5436.121582
	Iteration 8F: 3 clusters Score -1.077325e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -10774833.000000 Penalty: 5436.121582
	Iteration 9Q: 3 clusters Score -1.077483e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -10775621.000000 Penalty: 5436.121582
	Iteration 10Q: 3 clusters Score -1.077562e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -10776118.000000 Penalty: 5436.121582
	Iteration 11Q: 3 clusters Score -1.077612e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -10776457.000000 Penalty: 5436.121582
	Iteration 12Q: 3 clusters Score -1.077646e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -10776783.000000 Penalty: 5436.121582
	Iteration 13Q: 3 clusters Score -1.077678e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -10776956.000000 Penalty: 5436.121582
	Iteration 14Q: 3 clusters Score -1.077696e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -10777244.000000 Penalty: 5436.121582
	Iteration 15Q: 3 clusters Score -1.077724e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -10777361.000000 Penalty: 5436.121582
	Iteration 16Q: 3 clusters Score -1.077736e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -10777555.000000 Penalty: 5436.121582
	Iteration 17Q: 3 clusters Score -1.077756e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -10777701.000000 Penalty: 5436.121582
	Iteration 18Q: 3 clusters Score -1.07777e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -10777761.000000 Penalty: 5436.121582
	Iteration 19Q: 3 clusters Score -1.077776e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -10777855.000000 Penalty: 5436.121582
	Iteration 20F: 3 clusters Score -1.077786e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -10777990.000000 Penalty: 5436.121582
	Iteration 21Q: 3 clusters Score -1.077799e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -10778135.000000 Penalty: 5436.121582
	Iteration 22Q: 3 clusters Score -1.077814e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -10778307.000000 Penalty: 5436.121582
	Iteration 23Q: 3 clusters Score -1.077831e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -10778488.000000 Penalty: 5436.121582
	Iteration 24Q: 3 clusters Score -1.077849e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -10778560.000000 Penalty: 5436.121582
	Iteration 25Q: 3 clusters Score -1.077856e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -10778571.000000 Penalty: 5436.121582
	Iteration 26Q: 3 clusters Score -1.077857e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -10778667.000000 Penalty: 5436.121582
	Iteration 27Q: 3 clusters Score -1.077867e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -10778742.000000 Penalty: 5436.121582
	Iteration 28Q: 3 clusters Score -1.077874e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -10778796.000000 Penalty: 5436.121582
	Iteration 29Q: 3 clusters Score -1.07788e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -10778831.000000 Penalty: 5436.121582
	Iteration 30Q: 3 clusters Score -1.077883e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -10778878.000000 Penalty: 5436.121582
	Iteration 31Q: 3 clusters Score -1.077888e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -10778978.000000 Penalty: 5436.121582
	Iteration 32Q: 3 clusters Score -1.077898e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -10779001.000000 Penalty: 5436.121582
	Iteration 33Q: 3 clusters Score -1.0779e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -10779016.000000 Penalty: 5436.121582
	Iteration 34Q: 3 clusters Score -1.077902e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -10779010.000000 Penalty: 5436.121582
	Iteration 35Q: 3 clusters Score -1.077901e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -10779050.000000 Penalty: 5436.121582
	Iteration 36Q: 3 clusters Score -1.077905e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -10779068.000000 Penalty: 5436.121582
	Iteration 37Q: 3 clusters Score -1.077907e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -10779080.000000 Penalty: 5436.121582
	Iteration 38Q: 3 clusters Score -1.077908e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -10779089.000000 Penalty: 5436.121582
	Iteration 39Q: 3 clusters Score -1.077909e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -10779082.000000 Penalty: 5436.121582
	Iteration 40F: 3 clusters Score -1.077908e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -10779111.000000 Penalty: 5436.121582
	Iteration 41Q: 3 clusters Score -1.077911e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -10779120.000000 Penalty: 5436.121582
	Iteration 42Q: 3 clusters Score -1.077912e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -10779138.000000 Penalty: 5436.121582
	Iteration 43Q: 3 clusters Score -1.077914e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -10779117.000000 Penalty: 5436.121582
	Iteration 44Q: 3 clusters Score -1.077912e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -10779108.000000 Penalty: 5436.121582
	Iteration 45Q: 3 clusters Score -1.077911e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -10779128.000000 Penalty: 5436.121582
	Iteration 46Q: 3 clusters Score -1.077913e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -10779091.000000 Penalty: 5436.121582
	Iteration 47Q: 3 clusters Score -1.077909e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -10779103.000000 Penalty: 5436.121582
	Iteration 48Q: 3 clusters Score -1.07791e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -10779106.000000 Penalty: 5436.121582
	Iteration 49Q: 3 clusters Score -1.077911e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -10779104.000000 Penalty: 5436.121582
	Iteration 50Q: 3 clusters Score -1.07791e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -10779111.000000 Penalty: 5436.121582
	Iteration 51Q: 3 clusters Score -1.077911e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -10779094.000000 Penalty: 5436.121582
	Iteration 52Q: 3 clusters Score -1.077909e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -10779117.000000 Penalty: 5436.121582
	Iteration 53Q: 3 clusters Score -1.077912e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -10779119.000000 Penalty: 5436.121582
	Iteration 54Q: 3 clusters Score -1.077912e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -10779116.000000 Penalty: 5436.121582
	Iteration 55Q: 3 clusters Score -1.077912e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -10779184.000000 Penalty: 5436.121582
	Iteration 56Q: 3 clusters Score -1.077918e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -10779158.000000 Penalty: 5436.121582
	Iteration 57Q: 3 clusters Score -1.077916e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -10779138.000000 Penalty: 5436.121582
	Iteration 58Q: 3 clusters Score -1.077914e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -10779091.000000 Penalty: 5436.121582
	Iteration 59Q: 3 clusters Score -1.077909e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -10779103.000000 Penalty: 5436.121582
	Iteration 60F: 3 clusters Score -1.07791e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -10779100.000000 Penalty: 5436.121582
	Iteration 61Q: 3 clusters Score -1.07791e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -10779161.000000 Penalty: 5436.121582
	Iteration 62Q: 3 clusters Score -1.077916e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -10779183.000000 Penalty: 5436.121582
	Iteration 63Q: 3 clusters Score -1.077918e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -10779239.000000 Penalty: 5436.121582
	Iteration 64Q: 3 clusters Score -1.077924e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -10779236.000000 Penalty: 5436.121582
	Iteration 65Q: 3 clusters Score -1.077924e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -10779287.000000 Penalty: 5436.121582
	Iteration 66Q: 3 clusters Score -1.077929e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -10779292.000000 Penalty: 5436.121582
	Iteration 67Q: 3 clusters Score -1.077929e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -10779371.000000 Penalty: 5436.121582
	Iteration 68Q: 3 clusters Score -1.077937e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -10779361.000000 Penalty: 5436.121582
	Iteration 69Q: 3 clusters Score -1.077936e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -10779367.000000 Penalty: 5436.121582
	Iteration 70Q: 3 clusters Score -1.077937e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -10779341.000000 Penalty: 5436.121582
	Iteration 71Q: 3 clusters Score -1.077934e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -10779351.000000 Penalty: 5436.121582
	Iteration 72Q: 3 clusters Score -1.077935e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -10779342.000000 Penalty: 5436.121582
	Iteration 73Q: 3 clusters Score -1.077934e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -10779304.000000 Penalty: 5436.121582
	Iteration 74Q: 3 clusters Score -1.07793e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -10779288.000000 Penalty: 5436.121582
	Iteration 75Q: 3 clusters Score -1.077929e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -10779338.000000 Penalty: 5436.121582
	Iteration 76Q: 3 clusters Score -1.077934e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -10779346.000000 Penalty: 5436.121582
	Iteration 77Q: 3 clusters Score -1.077935e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -10779327.000000 Penalty: 5436.121582
	Iteration 78Q: 3 clusters Score -1.077933e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -10779323.000000 Penalty: 5436.121582
	Iteration 79Q: 3 clusters Score -1.077932e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -10779329.000000 Penalty: 5436.121582
	Iteration 80F: 3 clusters Score -1.077933e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -10779317.000000 Penalty: 5436.121582
	Iteration 81Q: 3 clusters Score -1.077932e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -10779337.000000 Penalty: 5436.121582
	Iteration 82Q: 3 clusters Score -1.077934e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -10779260.000000 Penalty: 5436.121582
	Iteration 83Q: 3 clusters Score -1.077926e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -10779216.000000 Penalty: 5436.121582
	Iteration 84Q: 3 clusters Score -1.077922e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -10779148.000000 Penalty: 5436.121582
	Iteration 85Q: 3 clusters Score -1.077915e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -10779159.000000 Penalty: 5436.121582
	Iteration 86Q: 3 clusters Score -1.077916e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -10779008.000000 Penalty: 5436.121582
	Iteration 87Q: 3 clusters Score -1.077901e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -10778905.000000 Penalty: 5436.121582
	Iteration 88Q: 3 clusters Score -1.07789e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -10778693.000000 Penalty: 5436.121582
	Iteration 89Q: 3 clusters Score -1.077869e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -10778438.000000 Penalty: 5436.121582
	Iteration 90Q: 3 clusters Score -1.077844e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -10778754.000000 Penalty: 5436.121582
	Iteration 91Q: 3 clusters Score -1.077875e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -10778947.000000 Penalty: 5436.121582
	Iteration 92Q: 3 clusters Score -1.077895e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -10778923.000000 Penalty: 5436.121582
	Iteration 93Q: 3 clusters Score -1.077892e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -10778827.000000 Penalty: 5436.121582
	Iteration 94Q: 3 clusters Score -1.077883e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -10778773.000000 Penalty: 5436.121582
	Iteration 95Q: 3 clusters Score -1.077877e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -10778755.000000 Penalty: 5436.121582
	Iteration 96Q: 3 clusters Score -1.077876e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -10778694.000000 Penalty: 5436.121582
	Iteration 97Q: 3 clusters Score -1.077869e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -10778655.000000 Penalty: 5436.121582
	Iteration 98Q: 3 clusters Score -1.077866e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -10778600.000000 Penalty: 5436.121582
	Iteration 99Q: 3 clusters Score -1.07786e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -10778547.000000 Penalty: 5436.121582
	Iteration 100F: 3 clusters Score -1.077855e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -10778499.000000 Penalty: 5436.121582
	Iteration 101Q: 3 clusters Score -1.07785e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -10778494.000000 Penalty: 5436.121582
	Iteration 102Q: 3 clusters Score -1.077849e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -10778445.000000 Penalty: 5436.121582
	Iteration 103Q: 3 clusters Score -1.077844e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -10778407.000000 Penalty: 5436.121582
	Iteration 104Q: 3 clusters Score -1.077841e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -10778381.000000 Penalty: 5436.121582
	Iteration 105Q: 3 clusters Score -1.077838e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -10778386.000000 Penalty: 5436.121582
	Iteration 106Q: 3 clusters Score -1.077839e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -10778344.000000 Penalty: 5436.121582
	Iteration 107Q: 3 clusters Score -1.077834e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -10778336.000000 Penalty: 5436.121582
	Iteration 108Q: 3 clusters Score -1.077834e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -10778324.000000 Penalty: 5436.121582
	Iteration 109Q: 3 clusters Score -1.077832e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -10778289.000000 Penalty: 5436.121582
	Iteration 110Q: 3 clusters Score -1.077829e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -10778248.000000 Penalty: 5436.121582
	Iteration 111Q: 3 clusters Score -1.077825e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -10778249.000000 Penalty: 5436.121582
	Iteration 112Q: 3 clusters Score -1.077825e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -10778223.000000 Penalty: 5436.121582
	Iteration 113Q: 3 clusters Score -1.077822e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -10778225.000000 Penalty: 5436.121582
	Iteration 114Q: 3 clusters Score -1.077822e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -10778205.000000 Penalty: 5436.121582
	Iteration 115Q: 3 clusters Score -1.07782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -10778174.000000 Penalty: 5436.121582
	Iteration 116Q: 3 clusters Score -1.077817e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -10778164.000000 Penalty: 5436.121582
	Iteration 117Q: 3 clusters Score -1.077816e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -10778144.000000 Penalty: 5436.121582
	Iteration 118Q: 3 clusters Score -1.077814e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -10778141.000000 Penalty: 5436.121582
	Iteration 119Q: 3 clusters Score -1.077814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -10778146.000000 Penalty: 5436.121582
	Iteration 120F: 3 clusters Score -1.077815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -10778137.000000 Penalty: 5436.121582
	Iteration 121Q: 3 clusters Score -1.077814e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -10778111.000000 Penalty: 5436.121582
	Iteration 122Q: 3 clusters Score -1.077811e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -10778105.000000 Penalty: 5436.121582
	Iteration 123Q: 3 clusters Score -1.07781e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -10778061.000000 Penalty: 5436.121582
	Iteration 124Q: 3 clusters Score -1.077806e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -10778062.000000 Penalty: 5436.121582
	Iteration 125Q: 3 clusters Score -1.077806e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -10778024.000000 Penalty: 5436.121582
	Iteration 126Q: 3 clusters Score -1.077802e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -10778009.000000 Penalty: 5436.121582
	Iteration 127Q: 3 clusters Score -1.077801e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -10777997.000000 Penalty: 5436.121582
	Iteration 128Q: 3 clusters Score -1.0778e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -10777961.000000 Penalty: 5436.121582
	Iteration 129Q: 3 clusters Score -1.077796e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -10777926.000000 Penalty: 5436.121582
	Iteration 130Q: 3 clusters Score -1.077793e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -10777881.000000 Penalty: 5436.121582
	Iteration 131Q: 3 clusters Score -1.077788e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -10777832.000000 Penalty: 5436.121582
	Iteration 132Q: 3 clusters Score -1.077783e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -10777787.000000 Penalty: 5436.121582
	Iteration 133Q: 3 clusters Score -1.077779e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -10777769.000000 Penalty: 5436.121582
	Iteration 134Q: 3 clusters Score -1.077777e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -10777719.000000 Penalty: 5436.121582
	Iteration 135Q: 3 clusters Score -1.077772e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -10777723.000000 Penalty: 5436.121582
	Iteration 136Q: 3 clusters Score -1.077772e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -10777695.000000 Penalty: 5436.121582
	Iteration 137Q: 3 clusters Score -1.07777e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -10777682.000000 Penalty: 5436.121582
	Iteration 138Q: 3 clusters Score -1.077768e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -10777637.000000 Penalty: 5436.121582
	Iteration 139Q: 3 clusters Score -1.077764e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -10777602.000000 Penalty: 5436.121582
	Iteration 140F: 3 clusters Score -1.07776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -10777607.000000 Penalty: 5436.121582
	Iteration 141Q: 3 clusters Score -1.077761e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -10777565.000000 Penalty: 5436.121582
	Iteration 142Q: 3 clusters Score -1.077756e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -10777526.000000 Penalty: 5436.121582
	Iteration 143Q: 3 clusters Score -1.077753e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -10777498.000000 Penalty: 5436.121582
	Iteration 144Q: 3 clusters Score -1.07775e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -10777411.000000 Penalty: 5436.121582
	Iteration 145Q: 3 clusters Score -1.077741e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -10777365.000000 Penalty: 5436.121582
	Iteration 146Q: 3 clusters Score -1.077736e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -10777325.000000 Penalty: 5436.121582
	Iteration 147Q: 3 clusters Score -1.077732e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -10777323.000000 Penalty: 5436.121582
	Iteration 148Q: 3 clusters Score -1.077732e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -10777289.000000 Penalty: 5436.121582
	Iteration 149Q: 3 clusters Score -1.077729e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -10777255.000000 Penalty: 5436.121582
	Iteration 150Q: 3 clusters Score -1.077726e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -10777236.000000 Penalty: 5436.121582
	Iteration 151Q: 3 clusters Score -1.077724e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -10777231.000000 Penalty: 5436.121582
	Iteration 152Q: 3 clusters Score -1.077723e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -10777192.000000 Penalty: 5436.121582
	Iteration 153Q: 3 clusters Score -1.077719e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -10777168.000000 Penalty: 5436.121582
	Iteration 154Q: 3 clusters Score -1.077717e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -10777148.000000 Penalty: 5436.121582
	Iteration 155Q: 3 clusters Score -1.077715e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -10777109.000000 Penalty: 5436.121582
	Iteration 156Q: 3 clusters Score -1.077711e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -10777046.000000 Penalty: 5436.121582
	Iteration 157Q: 3 clusters Score -1.077705e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -10776978.000000 Penalty: 5436.121582
	Iteration 158Q: 3 clusters Score -1.077698e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -10776873.000000 Penalty: 5436.121582
	Iteration 159Q: 3 clusters Score -1.077687e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -10776829.000000 Penalty: 5436.121582
	Iteration 160F: 3 clusters Score -1.077683e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -10776797.000000 Penalty: 5436.121582
	Iteration 161Q: 3 clusters Score -1.07768e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -10776762.000000 Penalty: 5436.121582
	Iteration 162Q: 3 clusters Score -1.077676e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -10776708.000000 Penalty: 5436.121582
	Iteration 163Q: 3 clusters Score -1.077671e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -10776677.000000 Penalty: 5436.121582
	Iteration 164Q: 3 clusters Score -1.077668e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -10776657.000000 Penalty: 5436.121582
	Iteration 165Q: 3 clusters Score -1.077666e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -10776617.000000 Penalty: 5436.121582
	Iteration 166Q: 3 clusters Score -1.077662e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -10776569.000000 Penalty: 5436.121582
	Iteration 167Q: 3 clusters Score -1.077657e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -10776551.000000 Penalty: 5436.121582
	Iteration 168Q: 3 clusters Score -1.077655e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -10776524.000000 Penalty: 5436.121582
	Iteration 169Q: 3 clusters Score -1.077652e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -10776534.000000 Penalty: 5436.121582
	Iteration 170Q: 3 clusters Score -1.077653e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -10776505.000000 Penalty: 5436.121582
	Iteration 171Q: 3 clusters Score -1.07765e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -10776478.000000 Penalty: 5436.121582
	Iteration 172Q: 3 clusters Score -1.077648e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -10776438.000000 Penalty: 5436.121582
	Iteration 173Q: 3 clusters Score -1.077644e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -10776426.000000 Penalty: 5436.121582
	Iteration 174Q: 3 clusters Score -1.077643e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -10776421.000000 Penalty: 5436.121582
	Iteration 175Q: 3 clusters Score -1.077642e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -10776390.000000 Penalty: 5436.121582
	Iteration 176Q: 3 clusters Score -1.077639e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -10776367.000000 Penalty: 5436.121582
	Iteration 177Q: 3 clusters Score -1.077637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -10776357.000000 Penalty: 5436.121582
	Iteration 178Q: 3 clusters Score -1.077636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -10776364.000000 Penalty: 5436.121582
	Iteration 179Q: 3 clusters Score -1.077636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -10776355.000000 Penalty: 5436.121582
	Iteration 180F: 3 clusters Score -1.077636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -10776344.000000 Penalty: 5436.121582
	Iteration 181Q: 3 clusters Score -1.077634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -10776341.000000 Penalty: 5436.121582
	Iteration 182Q: 3 clusters Score -1.077634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -10776343.000000 Penalty: 5436.121582
	Iteration 183Q: 3 clusters Score -1.077634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -10776330.000000 Penalty: 5436.121582
	Iteration 184Q: 3 clusters Score -1.077633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -10776339.000000 Penalty: 5436.121582
	Iteration 185Q: 3 clusters Score -1.077634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -10776335.000000 Penalty: 5436.121582
	Iteration 186Q: 3 clusters Score -1.077634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -10776340.000000 Penalty: 5436.121582
	Iteration 187Q: 3 clusters Score -1.077634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -10776336.000000 Penalty: 5436.121582
	Iteration 188Q: 3 clusters Score -1.077634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -10776337.000000 Penalty: 5436.121582
	Iteration 189Q: 3 clusters Score -1.077634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -10776344.000000 Penalty: 5436.121582
	Iteration 190Q: 3 clusters Score -1.077634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -10776350.000000 Penalty: 5436.121582
	Iteration 191Q: 3 clusters Score -1.077635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -10776347.000000 Penalty: 5436.121582
	Iteration 192Q: 3 clusters Score -1.077635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -10776343.000000 Penalty: 5436.121582
	Iteration 193Q: 3 clusters Score -1.077634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -10776345.000000 Penalty: 5436.121582
	Iteration 194Q: 3 clusters Score -1.077634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -10776342.000000 Penalty: 5436.121582
	Iteration 195Q: 3 clusters Score -1.077634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -10776338.000000 Penalty: 5436.121582
	Iteration 196Q: 3 clusters Score -1.077634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -10776332.000000 Penalty: 5436.121582
	Iteration 197Q: 3 clusters Score -1.077633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -10776328.000000 Penalty: 5436.121582
	Iteration 198Q: 3 clusters Score -1.077633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -10776332.000000 Penalty: 5436.121582
	Iteration 199Q: 3 clusters Score -1.077633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -10776322.000000 Penalty: 5436.121582
	Iteration 200F: 3 clusters Score -1.077632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -10776319.000000 Penalty: 5436.121582
	Iteration 201Q: 3 clusters Score -1.077632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -10776299.000000 Penalty: 5436.121582
	Iteration 202Q: 3 clusters Score -1.07763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -10776309.000000 Penalty: 5436.121582
	Iteration 203Q: 3 clusters Score -1.077631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -10776312.000000 Penalty: 5436.121582
	Iteration 204Q: 3 clusters Score -1.077631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -10776296.000000 Penalty: 5436.121582
	Iteration 205Q: 3 clusters Score -1.07763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -10776295.000000 Penalty: 5436.121582
	Iteration 206Q: 3 clusters Score -1.07763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -10776292.000000 Penalty: 5436.121582
	Iteration 207Q: 3 clusters Score -1.077629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -10776309.000000 Penalty: 5436.121582
	Iteration 208Q: 3 clusters Score -1.077631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -10776298.000000 Penalty: 5436.121582
	Iteration 209Q: 3 clusters Score -1.07763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -10776302.000000 Penalty: 5436.121582
	Iteration 210Q: 3 clusters Score -1.07763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -10776297.000000 Penalty: 5436.121582
	Iteration 211Q: 3 clusters Score -1.07763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -10776292.000000 Penalty: 5436.121582
	Iteration 212Q: 3 clusters Score -1.077629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -10776288.000000 Penalty: 5436.121582
	Iteration 213Q: 3 clusters Score -1.077629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -10776274.000000 Penalty: 5436.121582
	Iteration 214Q: 3 clusters Score -1.077627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -10776267.000000 Penalty: 5436.121582
	Iteration 215Q: 3 clusters Score -1.077627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -10776257.000000 Penalty: 5436.121582
	Iteration 216Q: 3 clusters Score -1.077626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -10776261.000000 Penalty: 5436.121582
	Iteration 217Q: 3 clusters Score -1.077626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -10776263.000000 Penalty: 5436.121582
	Iteration 218Q: 3 clusters Score -1.077626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -10776269.000000 Penalty: 5436.121582
	Iteration 219Q: 3 clusters Score -1.077627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -10776269.000000 Penalty: 5436.121582
	Iteration 220F: 3 clusters Score -1.077627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -10776263.000000 Penalty: 5436.121582
	Iteration 221Q: 3 clusters Score -1.077626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -10776258.000000 Penalty: 5436.121582
	Iteration 222Q: 3 clusters Score -1.077626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -10776265.000000 Penalty: 5436.121582
	Iteration 223Q: 3 clusters Score -1.077626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -10776254.000000 Penalty: 5436.121582
	Iteration 224Q: 3 clusters Score -1.077625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -10776252.000000 Penalty: 5436.121582
	Iteration 225Q: 3 clusters Score -1.077625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -10776246.000000 Penalty: 5436.121582
	Iteration 226Q: 3 clusters Score -1.077625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -10776239.000000 Penalty: 5436.121582
	Iteration 227Q: 3 clusters Score -1.077624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -10776239.000000 Penalty: 5436.121582
	Iteration 228Q: 3 clusters Score -1.077624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -10776240.000000 Penalty: 5436.121582
	Iteration 229Q: 3 clusters Score -1.077624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -10776243.000000 Penalty: 5436.121582
	Iteration 230Q: 3 clusters Score -1.077624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -10776228.000000 Penalty: 5436.121582
	Iteration 231Q: 3 clusters Score -1.077623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -10776225.000000 Penalty: 5436.121582
	Iteration 232Q: 3 clusters Score -1.077622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -10776225.000000 Penalty: 5436.121582
	Iteration 233Q: 3 clusters Score -1.077622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -10776223.000000 Penalty: 5436.121582
	Iteration 234Q: 3 clusters Score -1.077622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -10776220.000000 Penalty: 5436.121582
	Iteration 235Q: 3 clusters Score -1.077622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -10776211.000000 Penalty: 5436.121582
	Iteration 236Q: 3 clusters Score -1.077621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -10776208.000000 Penalty: 5436.121582
	Iteration 237Q: 3 clusters Score -1.077621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -10776185.000000 Penalty: 5436.121582
	Iteration 238Q: 3 clusters Score -1.077618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -10776178.000000 Penalty: 5436.121582
	Iteration 239Q: 3 clusters Score -1.077618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -10776171.000000 Penalty: 5436.121582
	Iteration 240F: 3 clusters Score -1.077617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -10776169.000000 Penalty: 5436.121582
	Iteration 241Q: 3 clusters Score -1.077617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -10776160.000000 Penalty: 5436.121582
	Iteration 242Q: 3 clusters Score -1.077616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -10776156.000000 Penalty: 5436.121582
	Iteration 243Q: 3 clusters Score -1.077616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -10776161.000000 Penalty: 5436.121582
	Iteration 244Q: 3 clusters Score -1.077616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -10776158.000000 Penalty: 5436.121582
	Iteration 245Q: 3 clusters Score -1.077616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -10776163.000000 Penalty: 5436.121582
	Iteration 246Q: 3 clusters Score -1.077616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -10776151.000000 Penalty: 5436.121582
	Iteration 247Q: 3 clusters Score -1.077615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -10776163.000000 Penalty: 5436.121582
	Iteration 248Q: 3 clusters Score -1.077616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -10776153.000000 Penalty: 5436.121582
	Iteration 249Q: 3 clusters Score -1.077615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -10776152.000000 Penalty: 5436.121582
	Iteration 250Q: 3 clusters Score -1.077615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -10776160.000000 Penalty: 5436.121582
	Iteration 251Q: 3 clusters Score -1.077616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -10776156.000000 Penalty: 5436.121582
	Iteration 252Q: 3 clusters Score -1.077616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -10776159.000000 Penalty: 5436.121582
	Iteration 253Q: 3 clusters Score -1.077616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -10776152.000000 Penalty: 5436.121582
	Iteration 254Q: 3 clusters Score -1.077615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -10776155.000000 Penalty: 5436.121582
	Iteration 255Q: 3 clusters Score -1.077616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -10776145.000000 Penalty: 5436.121582
	Iteration 256Q: 3 clusters Score -1.077614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -10776138.000000 Penalty: 5436.121582
	Iteration 257Q: 3 clusters Score -1.077614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -10776144.000000 Penalty: 5436.121582
	Iteration 258Q: 3 clusters Score -1.077614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -10776154.000000 Penalty: 5436.121582
	Iteration 259Q: 3 clusters Score -1.077615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -10776142.000000 Penalty: 5436.121582
	Iteration 260F: 3 clusters Score -1.077614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -10776151.000000 Penalty: 5436.121582
	Iteration 261Q: 3 clusters Score -1.077615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -10776151.000000 Penalty: 5436.121582
	Iteration 262Q: 3 clusters Score -1.077615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -10776144.000000 Penalty: 5436.121582
	Iteration 263Q: 3 clusters Score -1.077614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -10776153.000000 Penalty: 5436.121582
	Iteration 264Q: 3 clusters Score -1.077615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -10776161.000000 Penalty: 5436.121582
	Iteration 265Q: 3 clusters Score -1.077616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -10776161.000000 Penalty: 5436.121582
	Iteration 266F: 3 clusters Score -1.077616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Entering Unmasked Estep 
Score: -8827909.000000 Penalty: 2667.442139
	Iteration 0F: 2 clusters Score -8827909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -8797573.000000 Penalty: 5334.884277
	Iteration 0F: 3 clusters Score -8797573 nChanged 21662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -8809488.000000 Penalty: 5334.884277
	Iteration 1F: 3 clusters Score -8809488 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -8809950.000000 Penalty: 5334.884277
	Iteration 2Q: 3 clusters Score -8809950 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -8810421.000000 Penalty: 5334.884277
	Iteration 3Q: 3 clusters Score -8810421 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -8810991.000000 Penalty: 5334.884277
	Iteration 4Q: 3 clusters Score -8810991 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -8811840.000000 Penalty: 5334.884277
	Iteration 5Q: 3 clusters Score -8811840 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -8813042.000000 Penalty: 5334.884277
	Iteration 6F: 3 clusters Score -8813042 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -8814871.000000 Penalty: 5334.884277
	Iteration 7F: 3 clusters Score -8814871 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -8817409.000000 Penalty: 5334.884277
	Iteration 8F: 3 clusters Score -8817409 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -8820186.000000 Penalty: 5334.884277
	Iteration 9F: 3 clusters Score -8820186 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -8822405.000000 Penalty: 5334.884277
	Iteration 10F: 3 clusters Score -8822405 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8823807.000000 Penalty: 5334.884277
	Iteration 11Q: 3 clusters Score -8823807 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8824671.000000 Penalty: 5334.884277
	Iteration 12Q: 3 clusters Score -8824671 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -8825119.000000 Penalty: 5334.884277
	Iteration 13Q: 3 clusters Score -8825119 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -8825347.000000 Penalty: 5334.884277
	Iteration 14Q: 3 clusters Score -8825347 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -8825476.000000 Penalty: 5334.884277
	Iteration 15Q: 3 clusters Score -8825476 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -8825510.000000 Penalty: 5334.884277
	Iteration 16Q: 3 clusters Score -8825510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -8825548.000000 Penalty: 5334.884277
	Iteration 17Q: 3 clusters Score -8825548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -8825577.000000 Penalty: 5334.884277
	Iteration 18Q: 3 clusters Score -8825577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8825606.000000 Penalty: 5334.884277
	Iteration 19Q: 3 clusters Score -8825606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -8825622.000000 Penalty: 5334.884277
	Iteration 20F: 3 clusters Score -8825622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -8825639.000000 Penalty: 5334.884277
	Iteration 21Q: 3 clusters Score -8825639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -8825642.000000 Penalty: 5334.884277
	Iteration 22Q: 3 clusters Score -8825642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -8825655.000000 Penalty: 5334.884277
	Iteration 23Q: 3 clusters Score -8825655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -8825657.000000 Penalty: 5334.884277
	Iteration 24Q: 3 clusters Score -8825657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -8825663.000000 Penalty: 5334.884277
	Iteration 25Q: 3 clusters Score -8825663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -8825670.000000 Penalty: 5334.884277
	Iteration 26Q: 3 clusters Score -8825670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -8825670.000000 Penalty: 5334.884277
	Iteration 27Q: 3 clusters Score -8825670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -8825679.000000 Penalty: 5334.884277
	Iteration 28Q: 3 clusters Score -8825679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -8825683.000000 Penalty: 5334.884277
	Iteration 29Q: 3 clusters Score -8825683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -8825683.000000 Penalty: 5334.884277
	Iteration 30F: 3 clusters Score -8825683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (61202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Entering Unmasked Estep 
Score: -11426789.000000 Penalty: 2733.439941
	Iteration 0F: 2 clusters Score -1.142679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -11394300.000000 Penalty: 5466.879883
	Iteration 0F: 3 clusters Score -1.13943e+07 nChanged 28454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -11410345.000000 Penalty: 5466.879883
	Iteration 1F: 3 clusters Score -1.141034e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -11411057.000000 Penalty: 5466.879883
	Iteration 2Q: 3 clusters Score -1.141106e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -11411864.000000 Penalty: 5466.879883
	Iteration 3Q: 3 clusters Score -1.141186e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -11412751.000000 Penalty: 5466.879883
	Iteration 4Q: 3 clusters Score -1.141275e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -11413921.000000 Penalty: 5466.879883
	Iteration 5Q: 3 clusters Score -1.141392e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -11415367.000000 Penalty: 5466.879883
	Iteration 6Q: 3 clusters Score -1.141537e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -11417359.000000 Penalty: 5466.879883
	Iteration 7F: 3 clusters Score -1.141736e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -11419911.000000 Penalty: 5466.879883
	Iteration 8F: 3 clusters Score -1.141991e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -11422760.000000 Penalty: 5466.879883
	Iteration 9F: 3 clusters Score -1.142276e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -11424950.000000 Penalty: 5466.879883
	Iteration 10F: 3 clusters Score -1.142495e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -11426292.000000 Penalty: 5466.879883
	Iteration 11Q: 3 clusters Score -1.142629e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -11427074.000000 Penalty: 5466.879883
	Iteration 12Q: 3 clusters Score -1.142707e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -11427747.000000 Penalty: 5466.879883
	Iteration 13Q: 3 clusters Score -1.142775e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -11428363.000000 Penalty: 5466.879883
	Iteration 14Q: 3 clusters Score -1.142836e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -11428924.000000 Penalty: 5466.879883
	Iteration 15Q: 3 clusters Score -1.142892e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -11429521.000000 Penalty: 5466.879883
	Iteration 16Q: 3 clusters Score -1.142952e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -11429955.000000 Penalty: 5466.879883
	Iteration 17Q: 3 clusters Score -1.142996e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -11430336.000000 Penalty: 5466.879883
	Iteration 18Q: 3 clusters Score -1.143034e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -11430636.000000 Penalty: 5466.879883
	Iteration 19Q: 3 clusters Score -1.143064e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -11430799.000000 Penalty: 5466.879883
	Iteration 20F: 3 clusters Score -1.14308e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -11430951.000000 Penalty: 5466.879883
	Iteration 21Q: 3 clusters Score -1.143095e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -11431027.000000 Penalty: 5466.879883
	Iteration 22Q: 3 clusters Score -1.143103e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -11431063.000000 Penalty: 5466.879883
	Iteration 23Q: 3 clusters Score -1.143106e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -11431116.000000 Penalty: 5466.879883
	Iteration 24Q: 3 clusters Score -1.143112e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -11431144.000000 Penalty: 5466.879883
	Iteration 25Q: 3 clusters Score -1.143114e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -11431196.000000 Penalty: 5466.879883
	Iteration 26Q: 3 clusters Score -1.14312e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -11431218.000000 Penalty: 5466.879883
	Iteration 27Q: 3 clusters Score -1.143122e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -11431251.000000 Penalty: 5466.879883
	Iteration 28Q: 3 clusters Score -1.143125e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -11431233.000000 Penalty: 5466.879883
	Iteration 29Q: 3 clusters Score -1.143123e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -11431221.000000 Penalty: 5466.879883
	Iteration 30Q: 3 clusters Score -1.143122e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -11431254.000000 Penalty: 5466.879883
	Iteration 31Q: 3 clusters Score -1.143125e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -11431259.000000 Penalty: 5466.879883
	Iteration 32Q: 3 clusters Score -1.143126e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -11431284.000000 Penalty: 5466.879883
	Iteration 33Q: 3 clusters Score -1.143128e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -11431297.000000 Penalty: 5466.879883
	Iteration 34Q: 3 clusters Score -1.14313e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -11431298.000000 Penalty: 5466.879883
	Iteration 35Q: 3 clusters Score -1.14313e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -11431310.000000 Penalty: 5466.879883
	Iteration 36Q: 3 clusters Score -1.143131e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -11431335.000000 Penalty: 5466.879883
	Iteration 37Q: 3 clusters Score -1.143134e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -11431329.000000 Penalty: 5466.879883
	Iteration 38Q: 3 clusters Score -1.143133e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -11431306.000000 Penalty: 5466.879883
	Iteration 39Q: 3 clusters Score -1.143131e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -11431331.000000 Penalty: 5466.879883
	Iteration 40F: 3 clusters Score -1.143133e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -11431368.000000 Penalty: 5466.879883
	Iteration 41Q: 3 clusters Score -1.143137e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -11431326.000000 Penalty: 5466.879883
	Iteration 42Q: 3 clusters Score -1.143133e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -11431306.000000 Penalty: 5466.879883
	Iteration 43Q: 3 clusters Score -1.143131e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -11431277.000000 Penalty: 5466.879883
	Iteration 44Q: 3 clusters Score -1.143128e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -11431243.000000 Penalty: 5466.879883
	Iteration 45Q: 3 clusters Score -1.143124e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -11431240.000000 Penalty: 5466.879883
	Iteration 46Q: 3 clusters Score -1.143124e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -11431167.000000 Penalty: 5466.879883
	Iteration 47Q: 3 clusters Score -1.143117e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -11431162.000000 Penalty: 5466.879883
	Iteration 48Q: 3 clusters Score -1.143116e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -11431113.000000 Penalty: 5466.879883
	Iteration 49Q: 3 clusters Score -1.143111e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -11431067.000000 Penalty: 5466.879883
	Iteration 50Q: 3 clusters Score -1.143107e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -11431037.000000 Penalty: 5466.879883
	Iteration 51Q: 3 clusters Score -1.143104e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -11430894.000000 Penalty: 5466.879883
	Iteration 52Q: 3 clusters Score -1.143089e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -11430812.000000 Penalty: 5466.879883
	Iteration 53Q: 3 clusters Score -1.143081e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -11430688.000000 Penalty: 5466.879883
	Iteration 54Q: 3 clusters Score -1.143069e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -11430692.000000 Penalty: 5466.879883
	Iteration 55Q: 3 clusters Score -1.143069e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -11430693.000000 Penalty: 5466.879883
	Iteration 56Q: 3 clusters Score -1.143069e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -11430812.000000 Penalty: 5466.879883
	Iteration 57Q: 3 clusters Score -1.143081e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -11430818.000000 Penalty: 5466.879883
	Iteration 58Q: 3 clusters Score -1.143082e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -11430786.000000 Penalty: 5466.879883
	Iteration 59Q: 3 clusters Score -1.143079e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -11430741.000000 Penalty: 5466.879883
	Iteration 60F: 3 clusters Score -1.143074e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -11430671.000000 Penalty: 5466.879883
	Iteration 61Q: 3 clusters Score -1.143067e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -11430633.000000 Penalty: 5466.879883
	Iteration 62Q: 3 clusters Score -1.143063e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -11430640.000000 Penalty: 5466.879883
	Iteration 63Q: 3 clusters Score -1.143064e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -11430635.000000 Penalty: 5466.879883
	Iteration 64Q: 3 clusters Score -1.143064e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -11430641.000000 Penalty: 5466.879883
	Iteration 65Q: 3 clusters Score -1.143064e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -11430615.000000 Penalty: 5466.879883
	Iteration 66Q: 3 clusters Score -1.143062e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -11430624.000000 Penalty: 5466.879883
	Iteration 67Q: 3 clusters Score -1.143062e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -11430613.000000 Penalty: 5466.879883
	Iteration 68Q: 3 clusters Score -1.143061e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -11430595.000000 Penalty: 5466.879883
	Iteration 69Q: 3 clusters Score -1.14306e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -11430609.000000 Penalty: 5466.879883
	Iteration 70Q: 3 clusters Score -1.143061e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -11430598.000000 Penalty: 5466.879883
	Iteration 71Q: 3 clusters Score -1.14306e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -11430588.000000 Penalty: 5466.879883
	Iteration 72Q: 3 clusters Score -1.143059e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -11430583.000000 Penalty: 5466.879883
	Iteration 73Q: 3 clusters Score -1.143058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -11430573.000000 Penalty: 5466.879883
	Iteration 74Q: 3 clusters Score -1.143057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -11430574.000000 Penalty: 5466.879883
	Iteration 75Q: 3 clusters Score -1.143057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -11430565.000000 Penalty: 5466.879883
	Iteration 76Q: 3 clusters Score -1.143056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -11430567.000000 Penalty: 5466.879883
	Iteration 77Q: 3 clusters Score -1.143057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -11430571.000000 Penalty: 5466.879883
	Iteration 78Q: 3 clusters Score -1.143057e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -11430578.000000 Penalty: 5466.879883
	Iteration 79Q: 3 clusters Score -1.143058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -11430573.000000 Penalty: 5466.879883
	Iteration 80F: 3 clusters Score -1.143057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -11430553.000000 Penalty: 5466.879883
	Iteration 81Q: 3 clusters Score -1.143055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -11430564.000000 Penalty: 5466.879883
	Iteration 82Q: 3 clusters Score -1.143056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -11430562.000000 Penalty: 5466.879883
	Iteration 83Q: 3 clusters Score -1.143056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -11430562.000000 Penalty: 5466.879883
	Iteration 84Q: 3 clusters Score -1.143056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -11430573.000000 Penalty: 5466.879883
	Iteration 85Q: 3 clusters Score -1.143057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -11430582.000000 Penalty: 5466.879883
	Iteration 86Q: 3 clusters Score -1.143058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -11430580.000000 Penalty: 5466.879883
	Iteration 87Q: 3 clusters Score -1.143058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -11430579.000000 Penalty: 5466.879883
	Iteration 88Q: 3 clusters Score -1.143058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -11430570.000000 Penalty: 5466.879883
	Iteration 89Q: 3 clusters Score -1.143057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -11430586.000000 Penalty: 5466.879883
	Iteration 90Q: 3 clusters Score -1.143059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -11430579.000000 Penalty: 5466.879883
	Iteration 91Q: 3 clusters Score -1.143058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -11430578.000000 Penalty: 5466.879883
	Iteration 92Q: 3 clusters Score -1.143058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -11430569.000000 Penalty: 5466.879883
	Iteration 93Q: 3 clusters Score -1.143057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -11430564.000000 Penalty: 5466.879883
	Iteration 94Q: 3 clusters Score -1.143056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -11430575.000000 Penalty: 5466.879883
	Iteration 95Q: 3 clusters Score -1.143058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -11430576.000000 Penalty: 5466.879883
	Iteration 96Q: 3 clusters Score -1.143058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -11430567.000000 Penalty: 5466.879883
	Iteration 97Q: 3 clusters Score -1.143057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -11430566.000000 Penalty: 5466.879883
	Iteration 98Q: 3 clusters Score -1.143057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -11430568.000000 Penalty: 5466.879883
	Iteration 99Q: 3 clusters Score -1.143057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -11430564.000000 Penalty: 5466.879883
	Iteration 100F: 3 clusters Score -1.143056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48174 members 
Mstep: Class 7 contains 45468 members 
Mstep: Class 8 contains 47370 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 44652 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 13 contains 38295 members 
Mstep: Class 14 contains 28892 members 
Mstep: Class 15 contains 40114 members 
Mstep: Class 16 contains 878 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49208 members 
Mstep: Class 19 contains 34423 members 
Mstep: Class 20 contains 48033 members 
Mstep: Class 21 contains 57522 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 13638 members 
Mstep: Class 24 contains 47564 members 
Entering Unmasked Estep 
Score: -110148056.000000 Penalty: 79215.406250
Splitting cluster 23 changes total score from -110144800.000000 to -110148056.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48174 members 
Mstep: Class 7 contains 45468 members 
Mstep: Class 8 contains 47370 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 44652 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 13 contains 38295 members 
Mstep: Class 14 contains 28892 members 
Mstep: Class 15 contains 40114 members 
Mstep: Class 16 contains 878 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49208 members 
Mstep: Class 19 contains 34423 members 
Mstep: Class 20 contains 48033 members 
Mstep: Class 21 contains 57522 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 13638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110149040.000000 Penalty: 79215.406250
Iteration 119Q: 25 clusters Score -1.10149e+08 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 48128 members 
Mstep: Class 7 contains 45520 members 
Mstep: Class 8 contains 47403 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 44469 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 38336 members 
Mstep: Class 14 contains 28934 members 
Mstep: Class 15 contains 40043 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49173 members 
Mstep: Class 19 contains 34308 members 
Mstep: Class 20 contains 48030 members 
Mstep: Class 21 contains 57177 members 
Mstep: Class 22 contains 47065 members 
Mstep: Class 23 contains 14361 members 
Mstep: Class 24 contains 47357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110149688.000000 Penalty: 79215.406250
Iteration 120F: 25 clusters Score -1.101497e+08 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4622 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47937 members 
Mstep: Class 7 contains 45295 members 
Mstep: Class 8 contains 47132 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 44304 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 38083 members 
Mstep: Class 14 contains 28970 members 
Mstep: Class 15 contains 39982 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48717 members 
Mstep: Class 19 contains 33934 members 
Mstep: Class 20 contains 47567 members 
Mstep: Class 21 contains 56485 members 
Mstep: Class 22 contains 47156 members 
Mstep: Class 23 contains 14806 members 
Mstep: Class 24 contains 49975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150864.000000 Penalty: 79215.406250
Iteration 121Q: 25 clusters Score -1.101509e+08 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47803 members 
Mstep: Class 7 contains 45173 members 
Mstep: Class 8 contains 46906 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 44245 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 37815 members 
Mstep: Class 14 contains 29007 members 
Mstep: Class 15 contains 39876 members 
Mstep: Class 16 contains 869 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48544 members 
Mstep: Class 19 contains 33626 members 
Mstep: Class 20 contains 47200 members 
Mstep: Class 21 contains 55667 members 
Mstep: Class 22 contains 47193 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 51811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151608.000000 Penalty: 79215.406250
Iteration 122Q: 25 clusters Score -1.101516e+08 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47740 members 
Mstep: Class 7 contains 45085 members 
Mstep: Class 8 contains 46757 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 44112 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 37603 members 
Mstep: Class 14 contains 29033 members 
Mstep: Class 15 contains 39763 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48457 members 
Mstep: Class 19 contains 33290 members 
Mstep: Class 20 contains 46890 members 
Mstep: Class 21 contains 55589 members 
Mstep: Class 22 contains 47326 members 
Mstep: Class 23 contains 16086 members 
Mstep: Class 24 contains 52720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151824.000000 Penalty: 79215.406250
Iteration 123Q: 25 clusters Score -1.101518e+08 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47664 members 
Mstep: Class 7 contains 45005 members 
Mstep: Class 8 contains 46625 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 44022 members 
Mstep: Class 11 contains 2219 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 37438 members 
Mstep: Class 14 contains 29066 members 
Mstep: Class 15 contains 39653 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48453 members 
Mstep: Class 19 contains 33000 members 
Mstep: Class 20 contains 46579 members 
Mstep: Class 21 contains 55685 members 
Mstep: Class 22 contains 47380 members 
Mstep: Class 23 contains 16592 members 
Mstep: Class 24 contains 53327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151544.000000 Penalty: 79215.406250
Iteration 124Q: 25 clusters Score -1.101515e+08 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47584 members 
Mstep: Class 7 contains 44982 members 
Mstep: Class 8 contains 46522 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 43879 members 
Mstep: Class 11 contains 2220 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 37243 members 
Mstep: Class 14 contains 29119 members 
Mstep: Class 15 contains 39533 members 
Mstep: Class 16 contains 858 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48472 members 
Mstep: Class 19 contains 32764 members 
Mstep: Class 20 contains 46299 members 
Mstep: Class 21 contains 55431 members 
Mstep: Class 22 contains 47466 members 
Mstep: Class 23 contains 17164 members 
Mstep: Class 24 contains 54087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152040.000000 Penalty: 79215.406250
Iteration 125Q: 25 clusters Score -1.10152e+08 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4373 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47548 members 
Mstep: Class 7 contains 44914 members 
Mstep: Class 8 contains 46383 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 37041 members 
Mstep: Class 14 contains 29162 members 
Mstep: Class 15 contains 39415 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48449 members 
Mstep: Class 19 contains 32530 members 
Mstep: Class 20 contains 46002 members 
Mstep: Class 21 contains 55092 members 
Mstep: Class 22 contains 47559 members 
Mstep: Class 23 contains 17836 members 
Mstep: Class 24 contains 54892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151736.000000 Penalty: 79215.406250
Iteration 126Q: 25 clusters Score -1.101517e+08 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4339 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47535 members 
Mstep: Class 7 contains 44843 members 
Mstep: Class 8 contains 46308 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 43613 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 36782 members 
Mstep: Class 14 contains 29222 members 
Mstep: Class 15 contains 39318 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48407 members 
Mstep: Class 19 contains 32334 members 
Mstep: Class 20 contains 45730 members 
Mstep: Class 21 contains 54717 members 
Mstep: Class 22 contains 47586 members 
Mstep: Class 23 contains 18585 members 
Mstep: Class 24 contains 55642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152040.000000 Penalty: 79215.406250
Iteration 127Q: 25 clusters Score -1.10152e+08 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47534 members 
Mstep: Class 7 contains 44710 members 
Mstep: Class 8 contains 46251 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 43474 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 36573 members 
Mstep: Class 14 contains 29283 members 
Mstep: Class 15 contains 39246 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48354 members 
Mstep: Class 19 contains 32148 members 
Mstep: Class 20 contains 45526 members 
Mstep: Class 21 contains 54364 members 
Mstep: Class 22 contains 47618 members 
Mstep: Class 23 contains 19337 members 
Mstep: Class 24 contains 56228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152048.000000 Penalty: 79215.406250
Iteration 128Q: 25 clusters Score -1.10152e+08 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4281 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47543 members 
Mstep: Class 7 contains 44555 members 
Mstep: Class 8 contains 46186 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 43355 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 36396 members 
Mstep: Class 14 contains 29315 members 
Mstep: Class 15 contains 39147 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48381 members 
Mstep: Class 19 contains 31949 members 
Mstep: Class 20 contains 45351 members 
Mstep: Class 21 contains 54026 members 
Mstep: Class 22 contains 47710 members 
Mstep: Class 23 contains 20216 members 
Mstep: Class 24 contains 56550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152128.000000 Penalty: 79215.406250
Iteration 129Q: 25 clusters Score -1.101521e+08 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4242 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47550 members 
Mstep: Class 7 contains 44389 members 
Mstep: Class 8 contains 46146 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 43341 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 36198 members 
Mstep: Class 14 contains 29351 members 
Mstep: Class 15 contains 39070 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48390 members 
Mstep: Class 19 contains 31726 members 
Mstep: Class 20 contains 45248 members 
Mstep: Class 21 contains 53733 members 
Mstep: Class 22 contains 47854 members 
Mstep: Class 23 contains 21188 members 
Mstep: Class 24 contains 56538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152720.000000 Penalty: 79215.406250
Iteration 130Q: 25 clusters Score -1.101527e+08 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47521 members 
Mstep: Class 7 contains 44210 members 
Mstep: Class 8 contains 46040 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 43303 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 29400 members 
Mstep: Class 15 contains 39001 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48422 members 
Mstep: Class 19 contains 31490 members 
Mstep: Class 20 contains 45142 members 
Mstep: Class 21 contains 53672 members 
Mstep: Class 22 contains 47980 members 
Mstep: Class 23 contains 22118 members 
Mstep: Class 24 contains 56482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152800.000000 Penalty: 79215.406250
Iteration 131Q: 25 clusters Score -1.101528e+08 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47518 members 
Mstep: Class 7 contains 44049 members 
Mstep: Class 8 contains 45942 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 43223 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 35791 members 
Mstep: Class 14 contains 29433 members 
Mstep: Class 15 contains 38949 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48457 members 
Mstep: Class 19 contains 31258 members 
Mstep: Class 20 contains 44999 members 
Mstep: Class 21 contains 53579 members 
Mstep: Class 22 contains 48137 members 
Mstep: Class 23 contains 23079 members 
Mstep: Class 24 contains 56383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153016.000000 Penalty: 79215.406250
Iteration 132Q: 25 clusters Score -1.10153e+08 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47514 members 
Mstep: Class 7 contains 43835 members 
Mstep: Class 8 contains 45866 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 43162 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 35585 members 
Mstep: Class 14 contains 29475 members 
Mstep: Class 15 contains 38904 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48501 members 
Mstep: Class 19 contains 31014 members 
Mstep: Class 20 contains 44894 members 
Mstep: Class 21 contains 53554 members 
Mstep: Class 22 contains 48292 members 
Mstep: Class 23 contains 23981 members 
Mstep: Class 24 contains 56261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153096.000000 Penalty: 79215.406250
Iteration 133Q: 25 clusters Score -1.101531e+08 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47518 members 
Mstep: Class 7 contains 43666 members 
Mstep: Class 8 contains 45766 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 42889 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 35413 members 
Mstep: Class 14 contains 29505 members 
Mstep: Class 15 contains 38857 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48489 members 
Mstep: Class 19 contains 30791 members 
Mstep: Class 20 contains 44799 members 
Mstep: Class 21 contains 53579 members 
Mstep: Class 22 contains 48406 members 
Mstep: Class 23 contains 24927 members 
Mstep: Class 24 contains 56271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153232.000000 Penalty: 79215.406250
Iteration 134Q: 25 clusters Score -1.101532e+08 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47538 members 
Mstep: Class 7 contains 43525 members 
Mstep: Class 8 contains 45620 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 42541 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 35241 members 
Mstep: Class 14 contains 29529 members 
Mstep: Class 15 contains 38782 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48505 members 
Mstep: Class 19 contains 30579 members 
Mstep: Class 20 contains 44715 members 
Mstep: Class 21 contains 53690 members 
Mstep: Class 22 contains 48435 members 
Mstep: Class 23 contains 25893 members 
Mstep: Class 24 contains 56312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153032.000000 Penalty: 79215.406250
Iteration 135Q: 25 clusters Score -1.10153e+08 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47514 members 
Mstep: Class 7 contains 43352 members 
Mstep: Class 8 contains 45482 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 42283 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 35069 members 
Mstep: Class 14 contains 29566 members 
Mstep: Class 15 contains 38703 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48498 members 
Mstep: Class 19 contains 30388 members 
Mstep: Class 20 contains 44613 members 
Mstep: Class 21 contains 53766 members 
Mstep: Class 22 contains 48474 members 
Mstep: Class 23 contains 26845 members 
Mstep: Class 24 contains 56384 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 25 clusters Score -1.101533e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47527 members 
Mstep: Class 7 contains 43155 members 
Mstep: Class 8 contains 45410 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 42076 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 34915 members 
Mstep: Class 14 contains 29599 members 
Mstep: Class 15 contains 38619 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48521 members 
Mstep: Class 19 contains 30224 members 
Mstep: Class 20 contains 44498 members 
Mstep: Class 21 contains 53896 members 
Mstep: Class 22 contains 48462 members 
Mstep: Class 23 contains 27752 members 
Mstep: Class 24 contains 56316 members 
Entering Unmasked Estep 
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Iteration 137Q: 25 clusters Score -1.101537e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3972 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47510 members 
Mstep: Class 7 contains 42974 members 
Mstep: Class 8 contains 45338 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 41988 members 
Mstep: Class 11 contains 2229 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 34753 members 
Mstep: Class 14 contains 29625 members 
Mstep: Class 15 contains 38555 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48531 members 
Mstep: Class 19 contains 30081 members 
Mstep: Class 20 contains 44365 members 
Mstep: Class 21 contains 54038 members 
Mstep: Class 22 contains 48428 members 
Mstep: Class 23 contains 28635 members 
Mstep: Class 24 contains 56168 members 
Entering Unmasked Estep 
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Iteration 138Q: 25 clusters Score -1.101539e+08 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47503 members 
Mstep: Class 7 contains 42770 members 
Mstep: Class 8 contains 45335 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 41847 members 
Mstep: Class 11 contains 2229 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 34601 members 
Mstep: Class 14 contains 29663 members 
Mstep: Class 15 contains 38468 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48514 members 
Mstep: Class 19 contains 29931 members 
Mstep: Class 20 contains 44206 members 
Mstep: Class 21 contains 54175 members 
Mstep: Class 22 contains 48323 members 
Mstep: Class 23 contains 29484 members 
Mstep: Class 24 contains 56200 members 
Entering Unmasked Estep 
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Iteration 139Q: 25 clusters Score -1.10154e+08 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3912 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47516 members 
Mstep: Class 7 contains 42491 members 
Mstep: Class 8 contains 45359 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 41771 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 34438 members 
Mstep: Class 14 contains 29688 members 
Mstep: Class 15 contains 38407 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48483 members 
Mstep: Class 19 contains 29823 members 
Mstep: Class 20 contains 44082 members 
Mstep: Class 21 contains 54257 members 
Mstep: Class 22 contains 48288 members 
Mstep: Class 23 contains 30311 members 
Mstep: Class 24 contains 56133 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 25 clusters Score -1.101541e+08 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3886 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47545 members 
Mstep: Class 7 contains 42196 members 
Mstep: Class 8 contains 45433 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 41706 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 34244 members 
Mstep: Class 14 contains 29711 members 
Mstep: Class 15 contains 38372 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48470 members 
Mstep: Class 19 contains 29694 members 
Mstep: Class 20 contains 43984 members 
Mstep: Class 21 contains 54234 members 
Mstep: Class 22 contains 48094 members 
Mstep: Class 23 contains 31301 members 
Mstep: Class 24 contains 56088 members 
Entering Unmasked Estep 
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Iteration 141Q: 25 clusters Score -1.101543e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47529 members 
Mstep: Class 7 contains 41866 members 
Mstep: Class 8 contains 45422 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 41640 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 34087 members 
Mstep: Class 14 contains 29727 members 
Mstep: Class 15 contains 38367 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48443 members 
Mstep: Class 19 contains 29555 members 
Mstep: Class 20 contains 43901 members 
Mstep: Class 21 contains 54345 members 
Mstep: Class 22 contains 47985 members 
Mstep: Class 23 contains 32316 members 
Mstep: Class 24 contains 55917 members 
Entering Unmasked Estep 
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Iteration 142Q: 25 clusters Score -1.101549e+08 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3828 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47451 members 
Mstep: Class 7 contains 41567 members 
Mstep: Class 8 contains 45436 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 33987 members 
Mstep: Class 14 contains 29770 members 
Mstep: Class 15 contains 38366 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48356 members 
Mstep: Class 19 contains 29429 members 
Mstep: Class 20 contains 43836 members 
Mstep: Class 21 contains 54409 members 
Mstep: Class 22 contains 47879 members 
Mstep: Class 23 contains 33321 members 
Mstep: Class 24 contains 55655 members 
Entering Unmasked Estep 
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Iteration 143Q: 25 clusters Score -1.101553e+08 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47392 members 
Mstep: Class 7 contains 41277 members 
Mstep: Class 8 contains 45449 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 41755 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 33892 members 
Mstep: Class 14 contains 29806 members 
Mstep: Class 15 contains 38361 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48306 members 
Mstep: Class 19 contains 29289 members 
Mstep: Class 20 contains 43767 members 
Mstep: Class 21 contains 54474 members 
Mstep: Class 22 contains 47869 members 
Mstep: Class 23 contains 34317 members 
Mstep: Class 24 contains 55206 members 
Entering Unmasked Estep 
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Iteration 144Q: 25 clusters Score -1.101561e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47349 members 
Mstep: Class 7 contains 40964 members 
Mstep: Class 8 contains 45524 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 41729 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 33786 members 
Mstep: Class 14 contains 29834 members 
Mstep: Class 15 contains 38358 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48258 members 
Mstep: Class 19 contains 29154 members 
Mstep: Class 20 contains 43639 members 
Mstep: Class 21 contains 54591 members 
Mstep: Class 22 contains 47781 members 
Mstep: Class 23 contains 35173 members 
Mstep: Class 24 contains 55055 members 
Entering Unmasked Estep 
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Iteration 145Q: 25 clusters Score -1.101563e+08 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3725 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47325 members 
Mstep: Class 7 contains 40658 members 
Mstep: Class 8 contains 45591 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 41734 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 33687 members 
Mstep: Class 14 contains 29860 members 
Mstep: Class 15 contains 38326 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48167 members 
Mstep: Class 19 contains 29010 members 
Mstep: Class 20 contains 43520 members 
Mstep: Class 21 contains 54590 members 
Mstep: Class 22 contains 47759 members 
Mstep: Class 23 contains 36067 members 
Mstep: Class 24 contains 54940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156592.000000 Penalty: 79215.406250
Iteration 146Q: 25 clusters Score -1.101566e+08 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3685 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47248 members 
Mstep: Class 7 contains 40309 members 
Mstep: Class 8 contains 45616 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 41560 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 33623 members 
Mstep: Class 14 contains 29905 members 
Mstep: Class 15 contains 38287 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48139 members 
Mstep: Class 19 contains 28838 members 
Mstep: Class 20 contains 43421 members 
Mstep: Class 21 contains 54528 members 
Mstep: Class 22 contains 47777 members 
Mstep: Class 23 contains 36958 members 
Mstep: Class 24 contains 55062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156752.000000 Penalty: 79215.406250
Iteration 147Q: 25 clusters Score -1.101568e+08 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47201 members 
Mstep: Class 7 contains 39975 members 
Mstep: Class 8 contains 45644 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 41273 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 33523 members 
Mstep: Class 14 contains 29943 members 
Mstep: Class 15 contains 38259 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48145 members 
Mstep: Class 19 contains 28732 members 
Mstep: Class 20 contains 43271 members 
Mstep: Class 21 contains 54438 members 
Mstep: Class 22 contains 47823 members 
Mstep: Class 23 contains 37738 members 
Mstep: Class 24 contains 55323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156792.000000 Penalty: 79215.406250
Iteration 148Q: 25 clusters Score -1.101568e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47124 members 
Mstep: Class 7 contains 39674 members 
Mstep: Class 8 contains 45664 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 40820 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 33449 members 
Mstep: Class 14 contains 29984 members 
Mstep: Class 15 contains 38215 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48149 members 
Mstep: Class 19 contains 28634 members 
Mstep: Class 20 contains 43145 members 
Mstep: Class 21 contains 54505 members 
Mstep: Class 22 contains 47782 members 
Mstep: Class 23 contains 38521 members 
Mstep: Class 24 contains 55631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156544.000000 Penalty: 79215.406250
Iteration 149Q: 25 clusters Score -1.101565e+08 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3642 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47120 members 
Mstep: Class 7 contains 39352 members 
Mstep: Class 8 contains 45692 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 40273 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 33366 members 
Mstep: Class 14 contains 30010 members 
Mstep: Class 15 contains 38165 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48159 members 
Mstep: Class 19 contains 28554 members 
Mstep: Class 20 contains 43017 members 
Mstep: Class 21 contains 54586 members 
Mstep: Class 22 contains 47701 members 
Mstep: Class 23 contains 39267 members 
Mstep: Class 24 contains 56052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156240.000000 Penalty: 79215.406250
Iteration 150Q: 25 clusters Score -1.101562e+08 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47121 members 
Mstep: Class 7 contains 39060 members 
Mstep: Class 8 contains 45687 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 39655 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 33282 members 
Mstep: Class 14 contains 30021 members 
Mstep: Class 15 contains 38116 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48161 members 
Mstep: Class 19 contains 28469 members 
Mstep: Class 20 contains 42894 members 
Mstep: Class 21 contains 54516 members 
Mstep: Class 22 contains 47684 members 
Mstep: Class 23 contains 40163 members 
Mstep: Class 24 contains 56497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156304.000000 Penalty: 79215.406250
Iteration 151Q: 25 clusters Score -1.101563e+08 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47088 members 
Mstep: Class 7 contains 38817 members 
Mstep: Class 8 contains 45661 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 39101 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 33190 members 
Mstep: Class 14 contains 30040 members 
Mstep: Class 15 contains 38086 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48168 members 
Mstep: Class 19 contains 28364 members 
Mstep: Class 20 contains 42783 members 
Mstep: Class 21 contains 54435 members 
Mstep: Class 22 contains 47703 members 
Mstep: Class 23 contains 41062 members 
Mstep: Class 24 contains 56837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156160.000000 Penalty: 79215.406250
Iteration 152Q: 25 clusters Score -1.101562e+08 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47047 members 
Mstep: Class 7 contains 38576 members 
Mstep: Class 8 contains 45656 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 38492 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 33115 members 
Mstep: Class 14 contains 30046 members 
Mstep: Class 15 contains 38044 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48205 members 
Mstep: Class 19 contains 28283 members 
Mstep: Class 20 contains 42691 members 
Mstep: Class 21 contains 54379 members 
Mstep: Class 22 contains 47767 members 
Mstep: Class 23 contains 41986 members 
Mstep: Class 24 contains 57064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156104.000000 Penalty: 79215.406250
Iteration 153Q: 25 clusters Score -1.101561e+08 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3588 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47021 members 
Mstep: Class 7 contains 38393 members 
Mstep: Class 8 contains 45648 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 37761 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 33051 members 
Mstep: Class 14 contains 30059 members 
Mstep: Class 15 contains 38015 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48190 members 
Mstep: Class 19 contains 28229 members 
Mstep: Class 20 contains 42571 members 
Mstep: Class 21 contains 54226 members 
Mstep: Class 22 contains 47830 members 
Mstep: Class 23 contains 43040 members 
Mstep: Class 24 contains 57332 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 154Q: 25 clusters Score -1.101562e+08 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46989 members 
Mstep: Class 7 contains 38241 members 
Mstep: Class 8 contains 45600 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 36979 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32970 members 
Mstep: Class 14 contains 30078 members 
Mstep: Class 15 contains 37977 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48209 members 
Mstep: Class 19 contains 28159 members 
Mstep: Class 20 contains 42479 members 
Mstep: Class 21 contains 54135 members 
Mstep: Class 22 contains 47931 members 
Mstep: Class 23 contains 44016 members 
Mstep: Class 24 contains 57613 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 155Q: 25 clusters Score -1.101557e+08 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3567 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46977 members 
Mstep: Class 7 contains 38089 members 
Mstep: Class 8 contains 45527 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 36036 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32902 members 
Mstep: Class 14 contains 30095 members 
Mstep: Class 15 contains 37950 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48244 members 
Mstep: Class 19 contains 28096 members 
Mstep: Class 20 contains 42393 members 
Mstep: Class 21 contains 54150 members 
Mstep: Class 22 contains 48015 members 
Mstep: Class 23 contains 44972 members 
Mstep: Class 24 contains 57942 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 156Q: 25 clusters Score -1.101555e+08 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46982 members 
Mstep: Class 7 contains 37955 members 
Mstep: Class 8 contains 45480 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 34968 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32857 members 
Mstep: Class 14 contains 30116 members 
Mstep: Class 15 contains 37938 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48220 members 
Mstep: Class 19 contains 28039 members 
Mstep: Class 20 contains 42335 members 
Mstep: Class 21 contains 54251 members 
Mstep: Class 22 contains 48099 members 
Mstep: Class 23 contains 45814 members 
Mstep: Class 24 contains 58348 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 157Q: 25 clusters Score -1.101553e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46959 members 
Mstep: Class 7 contains 37851 members 
Mstep: Class 8 contains 45412 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 34092 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32833 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 37955 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48188 members 
Mstep: Class 19 contains 27965 members 
Mstep: Class 20 contains 42300 members 
Mstep: Class 21 contains 54429 members 
Mstep: Class 22 contains 48137 members 
Mstep: Class 23 contains 46497 members 
Mstep: Class 24 contains 58644 members 
Entering Unmasked Estep 
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Iteration 158Q: 25 clusters Score -1.101552e+08 nChanged 3044
Entering ConstructFrom: 
Score: -110155192.000000 Penalty: 79215.406250
Entering ConstructFrom: 
Trying to split cluster 1 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -89379.906250 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -89379.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -87817.664062 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -87817.66 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88370.109375 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -88370.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88628.234375 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -88628.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88786.992188 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -88786.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88878.601562 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -88878.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88959.742188 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -88959.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89028.210938 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -89028.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -89074.281250 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -89074.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89109.039062 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -89109.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -89140.187500 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -89140.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89147.906250 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -89147.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89156.773438 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -89156.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89166.593750 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -89166.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89169.906250 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -89169.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89169.906250 Penalty: 3242.917236
	Iteration 14F: 3 clusters Score -89169.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50975.343750 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50975.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49527.800781 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -49527.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49859.355469 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49859.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50026.250000 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -50026.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50222.710938 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -50222.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50347.476562 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -50347.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50399.785156 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -50399.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50404.171875 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -50404.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50411.335938 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -50411.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50420.640625 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -50420.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50422.953125 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -50422.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50432.781250 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -50432.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50436.503906 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -50436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50440.097656 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -50440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50442.828125 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -50442.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50442.828125 Penalty: 3059.088379
	Iteration 14F: 3 clusters Score -50442.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -21301.232422 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -21301.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20159.003906 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -20159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20296.183594 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -20296.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20384.097656 Penalty: 2782.298096
	Iteration 2F: 3 clusters Score -20384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20401.080078 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -20401.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20414.566406 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -20414.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20460.792969 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -20460.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20496.228516 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -20496.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20511.978516 Penalty: 2782.298096
	Iteration 7Q: 3 clusters Score -20511.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20525.769531 Penalty: 2782.298096
	Iteration 8Q: 3 clusters Score -20525.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20546.935547 Penalty: 2782.298096
	Iteration 9Q: 3 clusters Score -20546.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20565.126953 Penalty: 2782.298096
	Iteration 10Q: 3 clusters Score -20565.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20582.134766 Penalty: 2782.298096
	Iteration 11Q: 3 clusters Score -20582.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20598.837891 Penalty: 2782.298096
	Iteration 12Q: 3 clusters Score -20598.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20618.126953 Penalty: 2782.298096
	Iteration 13Q: 3 clusters Score -20618.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20632.205078 Penalty: 2782.298096
	Iteration 14Q: 3 clusters Score -20632.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20632.205078 Penalty: 2782.298096
	Iteration 15F: 3 clusters Score -20632.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -657905.625000 Penalty: 2026.626709
	Iteration 0F: 2 clusters Score -657905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -654304.250000 Penalty: 4053.253418
	Iteration 0F: 3 clusters Score -654304.2 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -655047.750000 Penalty: 4053.253418
	Iteration 1F: 3 clusters Score -655047.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -655230.000000 Penalty: 4053.253418
	Iteration 2F: 3 clusters Score -655230 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -655343.687500 Penalty: 4053.253418
	Iteration 3Q: 3 clusters Score -655343.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -655411.937500 Penalty: 4053.253418
	Iteration 4Q: 3 clusters Score -655411.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -655474.312500 Penalty: 4053.253418
	Iteration 5Q: 3 clusters Score -655474.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -655530.000000 Penalty: 4053.253418
	Iteration 6Q: 3 clusters Score -655530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -655583.375000 Penalty: 4053.253418
	Iteration 7Q: 3 clusters Score -655583.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -655636.875000 Penalty: 4053.253418
	Iteration 8Q: 3 clusters Score -655636.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -655672.125000 Penalty: 4053.253418
	Iteration 9Q: 3 clusters Score -655672.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -655698.062500 Penalty: 4053.253418
	Iteration 10Q: 3 clusters Score -655698.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -655720.937500 Penalty: 4053.253418
	Iteration 11Q: 3 clusters Score -655720.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -655742.187500 Penalty: 4053.253418
	Iteration 12Q: 3 clusters Score -655742.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -655759.687500 Penalty: 4053.253418
	Iteration 13Q: 3 clusters Score -655759.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -655773.000000 Penalty: 4053.253418
	Iteration 14Q: 3 clusters Score -655773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -655782.125000 Penalty: 4053.253418
	Iteration 15Q: 3 clusters Score -655782.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -655789.750000 Penalty: 4053.253418
	Iteration 16Q: 3 clusters Score -655789.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -655797.000000 Penalty: 4053.253418
	Iteration 17Q: 3 clusters Score -655797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -655804.187500 Penalty: 4053.253418
	Iteration 18Q: 3 clusters Score -655804.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -655812.062500 Penalty: 4053.253418
	Iteration 19Q: 3 clusters Score -655812.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -655816.625000 Penalty: 4053.253418
	Iteration 20F: 3 clusters Score -655816.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -655824.812500 Penalty: 4053.253418
	Iteration 21Q: 3 clusters Score -655824.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -655832.000000 Penalty: 4053.253418
	Iteration 22Q: 3 clusters Score -655832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -655837.062500 Penalty: 4053.253418
	Iteration 23Q: 3 clusters Score -655837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -655840.250000 Penalty: 4053.253418
	Iteration 24Q: 3 clusters Score -655840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -655842.500000 Penalty: 4053.253418
	Iteration 25Q: 3 clusters Score -655842.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -655845.312500 Penalty: 4053.253418
	Iteration 26Q: 3 clusters Score -655845.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -655848.500000 Penalty: 4053.253418
	Iteration 27Q: 3 clusters Score -655848.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -655852.625000 Penalty: 4053.253418
	Iteration 28Q: 3 clusters Score -655852.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -655854.750000 Penalty: 4053.253418
	Iteration 29Q: 3 clusters Score -655854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -655854.687500 Penalty: 4053.253418
	Iteration 30Q: 3 clusters Score -655854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -655855.187500 Penalty: 4053.253418
	Iteration 31Q: 3 clusters Score -655855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -655854.625000 Penalty: 4053.253418
	Iteration 32Q: 3 clusters Score -655854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -655854.812500 Penalty: 4053.253418
	Iteration 33Q: 3 clusters Score -655854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -655854.937500 Penalty: 4053.253418
	Iteration 34Q: 3 clusters Score -655854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -655857.250000 Penalty: 4053.253418
	Iteration 35Q: 3 clusters Score -655857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -655856.000000 Penalty: 4053.253418
	Iteration 36Q: 3 clusters Score -655856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -655857.250000 Penalty: 4053.253418
	Iteration 37Q: 3 clusters Score -655857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -655859.562500 Penalty: 4053.253418
	Iteration 38Q: 3 clusters Score -655859.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -655859.437500 Penalty: 4053.253418
	Iteration 39Q: 3 clusters Score -655859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -655859.812500 Penalty: 4053.253418
	Iteration 40F: 3 clusters Score -655859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -655860.812500 Penalty: 4053.253418
	Iteration 41Q: 3 clusters Score -655860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -655862.437500 Penalty: 4053.253418
	Iteration 42Q: 3 clusters Score -655862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -655863.375000 Penalty: 4053.253418
	Iteration 43Q: 3 clusters Score -655863.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -655863.500000 Penalty: 4053.253418
	Iteration 44Q: 3 clusters Score -655863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -655863.500000 Penalty: 4053.253418
	Iteration 45F: 3 clusters Score -655863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -80144.609375 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -80144.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -78690.835938 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -78690.84 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -78971.812500 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -78971.81 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -79171.210938 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -79171.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -79304.445312 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -79304.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79429.242188 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -79429.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -79472.148438 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -79472.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -79498.554688 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -79498.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -79500.851562 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -79500.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -79500.851562 Penalty: 3096.142822
	Iteration 8F: 3 clusters Score -79500.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Entering Unmasked Estep 
Score: -8660167.000000 Penalty: 2667.812256
	Iteration 0F: 2 clusters Score -8660167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -8628663.000000 Penalty: 5335.624512
	Iteration 0F: 3 clusters Score -8628663 nChanged 21605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -8640885.000000 Penalty: 5335.624512
	Iteration 1F: 3 clusters Score -8640885 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -8641605.000000 Penalty: 5335.624512
	Iteration 2Q: 3 clusters Score -8641605 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -8642545.000000 Penalty: 5335.624512
	Iteration 3Q: 3 clusters Score -8642545 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -8643908.000000 Penalty: 5335.624512
	Iteration 4F: 3 clusters Score -8643908 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -8646049.000000 Penalty: 5335.624512
	Iteration 5F: 3 clusters Score -8646049 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -8649189.000000 Penalty: 5335.624512
	Iteration 6F: 3 clusters Score -8649189 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -8652570.000000 Penalty: 5335.624512
	Iteration 7F: 3 clusters Score -8652570 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -8655280.000000 Penalty: 5335.624512
	Iteration 8F: 3 clusters Score -8655280 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8656745.000000 Penalty: 5335.624512
	Iteration 9Q: 3 clusters Score -8656745 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8657345.000000 Penalty: 5335.624512
	Iteration 10Q: 3 clusters Score -8657345 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8657572.000000 Penalty: 5335.624512
	Iteration 11Q: 3 clusters Score -8657572 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8657698.000000 Penalty: 5335.624512
	Iteration 12Q: 3 clusters Score -8657698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8657771.000000 Penalty: 5335.624512
	Iteration 13Q: 3 clusters Score -8657771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8657827.000000 Penalty: 5335.624512
	Iteration 14Q: 3 clusters Score -8657827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8657854.000000 Penalty: 5335.624512
	Iteration 15Q: 3 clusters Score -8657854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8657858.000000 Penalty: 5335.624512
	Iteration 16Q: 3 clusters Score -8657858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8657868.000000 Penalty: 5335.624512
	Iteration 17Q: 3 clusters Score -8657868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8657868.000000 Penalty: 5335.624512
	Iteration 18Q: 3 clusters Score -8657868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8657873.000000 Penalty: 5335.624512
	Iteration 19Q: 3 clusters Score -8657873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8657876.000000 Penalty: 5335.624512
	Iteration 20F: 3 clusters Score -8657876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8657878.000000 Penalty: 5335.624512
	Iteration 21Q: 3 clusters Score -8657878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8657886.000000 Penalty: 5335.624512
	Iteration 22Q: 3 clusters Score -8657886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8657887.000000 Penalty: 5335.624512
	Iteration 23Q: 3 clusters Score -8657887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8657882.000000 Penalty: 5335.624512
	Iteration 24Q: 3 clusters Score -8657882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8657886.000000 Penalty: 5335.624512
	Iteration 25Q: 3 clusters Score -8657886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8657884.000000 Penalty: 5335.624512
	Iteration 26Q: 3 clusters Score -8657884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8657884.000000 Penalty: 5335.624512
	Iteration 27F: 3 clusters Score -8657884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Entering Unmasked Estep 
Score: -7030840.000000 Penalty: 2613.476318
	Iteration 0F: 2 clusters Score -7030840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -7005144.000000 Penalty: 5226.952637
	Iteration 0F: 3 clusters Score -7005144 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -7014591.000000 Penalty: 5226.952637
	Iteration 1F: 3 clusters Score -7014591 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -7014995.500000 Penalty: 5226.952637
	Iteration 2Q: 3 clusters Score -7014996 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -7015438.500000 Penalty: 5226.952637
	Iteration 3Q: 3 clusters Score -7015438 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -7015942.500000 Penalty: 5226.952637
	Iteration 4Q: 3 clusters Score -7015942 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -7016389.000000 Penalty: 5226.952637
	Iteration 5Q: 3 clusters Score -7016389 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -7016977.500000 Penalty: 5226.952637
	Iteration 6Q: 3 clusters Score -7016978 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -7017820.000000 Penalty: 5226.952637
	Iteration 7Q: 3 clusters Score -7017820 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -7019108.500000 Penalty: 5226.952637
	Iteration 8Q: 3 clusters Score -7019108 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -7020894.000000 Penalty: 5226.952637
	Iteration 9F: 3 clusters Score -7020894 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -7022623.000000 Penalty: 5226.952637
	Iteration 10F: 3 clusters Score -7022623 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -7023991.000000 Penalty: 5226.952637
	Iteration 11F: 3 clusters Score -7023991 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -7024680.000000 Penalty: 5226.952637
	Iteration 12Q: 3 clusters Score -7024680 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -7025069.000000 Penalty: 5226.952637
	Iteration 13Q: 3 clusters Score -7025069 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -7025222.000000 Penalty: 5226.952637
	Iteration 14Q: 3 clusters Score -7025222 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -7025370.000000 Penalty: 5226.952637
	Iteration 15Q: 3 clusters Score -7025370 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -7025487.500000 Penalty: 5226.952637
	Iteration 16Q: 3 clusters Score -7025488 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -7025573.000000 Penalty: 5226.952637
	Iteration 17Q: 3 clusters Score -7025573 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -7025649.500000 Penalty: 5226.952637
	Iteration 18Q: 3 clusters Score -7025650 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -7025735.000000 Penalty: 5226.952637
	Iteration 19Q: 3 clusters Score -7025735 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -7025784.000000 Penalty: 5226.952637
	Iteration 20F: 3 clusters Score -7025784 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -7025851.000000 Penalty: 5226.952637
	Iteration 21Q: 3 clusters Score -7025851 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -7025874.500000 Penalty: 5226.952637
	Iteration 22Q: 3 clusters Score -7025874 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -7025941.000000 Penalty: 5226.952637
	Iteration 23Q: 3 clusters Score -7025941 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -7025978.500000 Penalty: 5226.952637
	Iteration 24Q: 3 clusters Score -7025978 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -7026044.500000 Penalty: 5226.952637
	Iteration 25Q: 3 clusters Score -7026044 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -7026083.000000 Penalty: 5226.952637
	Iteration 26Q: 3 clusters Score -7026083 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -7026108.500000 Penalty: 5226.952637
	Iteration 27Q: 3 clusters Score -7026108 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -7026141.500000 Penalty: 5226.952637
	Iteration 28Q: 3 clusters Score -7026142 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -7026193.000000 Penalty: 5226.952637
	Iteration 29Q: 3 clusters Score -7026193 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -7026188.500000 Penalty: 5226.952637
	Iteration 30Q: 3 clusters Score -7026188 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -7026203.500000 Penalty: 5226.952637
	Iteration 31Q: 3 clusters Score -7026204 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -7026258.000000 Penalty: 5226.952637
	Iteration 32Q: 3 clusters Score -7026258 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -7026297.000000 Penalty: 5226.952637
	Iteration 33Q: 3 clusters Score -7026297 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -7026310.000000 Penalty: 5226.952637
	Iteration 34Q: 3 clusters Score -7026310 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -7026321.500000 Penalty: 5226.952637
	Iteration 35Q: 3 clusters Score -7026322 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -7026351.000000 Penalty: 5226.952637
	Iteration 36Q: 3 clusters Score -7026351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -7026362.000000 Penalty: 5226.952637
	Iteration 37Q: 3 clusters Score -7026362 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -7026394.000000 Penalty: 5226.952637
	Iteration 38Q: 3 clusters Score -7026394 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -7026417.000000 Penalty: 5226.952637
	Iteration 39Q: 3 clusters Score -7026417 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -7026433.500000 Penalty: 5226.952637
	Iteration 40F: 3 clusters Score -7026434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -7026432.500000 Penalty: 5226.952637
	Iteration 41Q: 3 clusters Score -7026432 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -7026446.500000 Penalty: 5226.952637
	Iteration 42Q: 3 clusters Score -7026446 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -7026451.500000 Penalty: 5226.952637
	Iteration 43Q: 3 clusters Score -7026452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -7026445.000000 Penalty: 5226.952637
	Iteration 44Q: 3 clusters Score -7026445 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -7026450.500000 Penalty: 5226.952637
	Iteration 45Q: 3 clusters Score -7026450 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -7026451.500000 Penalty: 5226.952637
	Iteration 46Q: 3 clusters Score -7026452 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -7026475.000000 Penalty: 5226.952637
	Iteration 47Q: 3 clusters Score -7026475 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -7026504.000000 Penalty: 5226.952637
	Iteration 48Q: 3 clusters Score -7026504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -7026487.500000 Penalty: 5226.952637
	Iteration 49Q: 3 clusters Score -7026488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -7026489.000000 Penalty: 5226.952637
	Iteration 50Q: 3 clusters Score -7026489 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -7026491.500000 Penalty: 5226.952637
	Iteration 51Q: 3 clusters Score -7026492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -7026496.500000 Penalty: 5226.952637
	Iteration 52Q: 3 clusters Score -7026496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -7026506.000000 Penalty: 5226.952637
	Iteration 53Q: 3 clusters Score -7026506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -7026505.500000 Penalty: 5226.952637
	Iteration 54Q: 3 clusters Score -7026506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -7026510.500000 Penalty: 5226.952637
	Iteration 55Q: 3 clusters Score -7026510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -7026486.500000 Penalty: 5226.952637
	Iteration 56Q: 3 clusters Score -7026486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -7026501.500000 Penalty: 5226.952637
	Iteration 57Q: 3 clusters Score -7026502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -7026509.000000 Penalty: 5226.952637
	Iteration 58Q: 3 clusters Score -7026509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -7026506.000000 Penalty: 5226.952637
	Iteration 59Q: 3 clusters Score -7026506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -7026503.500000 Penalty: 5226.952637
	Iteration 60F: 3 clusters Score -7026504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -7026516.000000 Penalty: 5226.952637
	Iteration 61Q: 3 clusters Score -7026516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -7026516.500000 Penalty: 5226.952637
	Iteration 62Q: 3 clusters Score -7026516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -7026531.000000 Penalty: 5226.952637
	Iteration 63Q: 3 clusters Score -7026531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -7026527.000000 Penalty: 5226.952637
	Iteration 64Q: 3 clusters Score -7026527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -7026548.000000 Penalty: 5226.952637
	Iteration 65Q: 3 clusters Score -7026548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -7026548.500000 Penalty: 5226.952637
	Iteration 66Q: 3 clusters Score -7026548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -7026552.000000 Penalty: 5226.952637
	Iteration 67Q: 3 clusters Score -7026552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -7026548.500000 Penalty: 5226.952637
	Iteration 68Q: 3 clusters Score -7026548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -7026531.500000 Penalty: 5226.952637
	Iteration 69Q: 3 clusters Score -7026532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -7026533.000000 Penalty: 5226.952637
	Iteration 70Q: 3 clusters Score -7026533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -7026531.000000 Penalty: 5226.952637
	Iteration 71Q: 3 clusters Score -7026531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -7026520.500000 Penalty: 5226.952637
	Iteration 72Q: 3 clusters Score -7026520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -7026524.000000 Penalty: 5226.952637
	Iteration 73Q: 3 clusters Score -7026524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -7026525.500000 Penalty: 5226.952637
	Iteration 74Q: 3 clusters Score -7026526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -7026533.500000 Penalty: 5226.952637
	Iteration 75Q: 3 clusters Score -7026534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -7026530.500000 Penalty: 5226.952637
	Iteration 76Q: 3 clusters Score -7026530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -7026532.000000 Penalty: 5226.952637
	Iteration 77Q: 3 clusters Score -7026532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -7026529.500000 Penalty: 5226.952637
	Iteration 78Q: 3 clusters Score -7026530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -7026541.000000 Penalty: 5226.952637
	Iteration 79Q: 3 clusters Score -7026541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -7026537.500000 Penalty: 5226.952637
	Iteration 80F: 3 clusters Score -7026538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -7026540.000000 Penalty: 5226.952637
	Iteration 81Q: 3 clusters Score -7026540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -7026540.000000 Penalty: 5226.952637
	Iteration 82Q: 3 clusters Score -7026540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -7026545.000000 Penalty: 5226.952637
	Iteration 83Q: 3 clusters Score -7026545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -7026542.000000 Penalty: 5226.952637
	Iteration 84Q: 3 clusters Score -7026542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -7026546.000000 Penalty: 5226.952637
	Iteration 85Q: 3 clusters Score -7026546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -7026543.000000 Penalty: 5226.952637
	Iteration 86Q: 3 clusters Score -7026543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -7026551.500000 Penalty: 5226.952637
	Iteration 87Q: 3 clusters Score -7026552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -7026546.500000 Penalty: 5226.952637
	Iteration 88Q: 3 clusters Score -7026546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -7026542.500000 Penalty: 5226.952637
	Iteration 89Q: 3 clusters Score -7026542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -7026541.500000 Penalty: 5226.952637
	Iteration 90Q: 3 clusters Score -7026542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -7026538.500000 Penalty: 5226.952637
	Iteration 91Q: 3 clusters Score -7026538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -7026538.500000 Penalty: 5226.952637
	Iteration 92F: 3 clusters Score -7026538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Entering Unmasked Estep 
Score: -8435941.000000 Penalty: 2659.069824
	Iteration 0F: 2 clusters Score -8435941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -8406129.000000 Penalty: 5318.139648
	Iteration 0F: 3 clusters Score -8406129 nChanged 20847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -8417919.000000 Penalty: 5318.139648
	Iteration 1F: 3 clusters Score -8417919 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -8418782.000000 Penalty: 5318.139648
	Iteration 2Q: 3 clusters Score -8418782 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -8419833.000000 Penalty: 5318.139648
	Iteration 3Q: 3 clusters Score -8419833 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -8421150.000000 Penalty: 5318.139648
	Iteration 4F: 3 clusters Score -8421150 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -8422867.000000 Penalty: 5318.139648
	Iteration 5F: 3 clusters Score -8422867 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -8424854.000000 Penalty: 5318.139648
	Iteration 6F: 3 clusters Score -8424854 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -8427333.000000 Penalty: 5318.139648
	Iteration 7F: 3 clusters Score -8427333 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -8429709.000000 Penalty: 5318.139648
	Iteration 8F: 3 clusters Score -8429709 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -8431254.000000 Penalty: 5318.139648
	Iteration 9F: 3 clusters Score -8431254 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -8432148.000000 Penalty: 5318.139648
	Iteration 10Q: 3 clusters Score -8432148 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -8432663.000000 Penalty: 5318.139648
	Iteration 11Q: 3 clusters Score -8432663 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -8433012.000000 Penalty: 5318.139648
	Iteration 12Q: 3 clusters Score -8433012 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -8433241.000000 Penalty: 5318.139648
	Iteration 13Q: 3 clusters Score -8433241 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -8433380.000000 Penalty: 5318.139648
	Iteration 14Q: 3 clusters Score -8433380 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -8433497.000000 Penalty: 5318.139648
	Iteration 15Q: 3 clusters Score -8433497 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -8433514.000000 Penalty: 5318.139648
	Iteration 16Q: 3 clusters Score -8433514 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -8433594.000000 Penalty: 5318.139648
	Iteration 17Q: 3 clusters Score -8433594 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -8433653.000000 Penalty: 5318.139648
	Iteration 18Q: 3 clusters Score -8433653 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -8433726.000000 Penalty: 5318.139648
	Iteration 19Q: 3 clusters Score -8433726 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -8433734.000000 Penalty: 5318.139648
	Iteration 20F: 3 clusters Score -8433734 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -8433762.000000 Penalty: 5318.139648
	Iteration 21Q: 3 clusters Score -8433762 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -8433792.000000 Penalty: 5318.139648
	Iteration 22Q: 3 clusters Score -8433792 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8433819.000000 Penalty: 5318.139648
	Iteration 23Q: 3 clusters Score -8433819 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -8433834.000000 Penalty: 5318.139648
	Iteration 24Q: 3 clusters Score -8433834 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -8433886.000000 Penalty: 5318.139648
	Iteration 25Q: 3 clusters Score -8433886 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -8433914.000000 Penalty: 5318.139648
	Iteration 26Q: 3 clusters Score -8433914 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -8433974.000000 Penalty: 5318.139648
	Iteration 27Q: 3 clusters Score -8433974 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -8434029.000000 Penalty: 5318.139648
	Iteration 28Q: 3 clusters Score -8434029 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -8434083.000000 Penalty: 5318.139648
	Iteration 29Q: 3 clusters Score -8434083 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -8434126.000000 Penalty: 5318.139648
	Iteration 30Q: 3 clusters Score -8434126 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -8434165.000000 Penalty: 5318.139648
	Iteration 31Q: 3 clusters Score -8434165 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -8434200.000000 Penalty: 5318.139648
	Iteration 32Q: 3 clusters Score -8434200 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -8434202.000000 Penalty: 5318.139648
	Iteration 33Q: 3 clusters Score -8434202 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -8434254.000000 Penalty: 5318.139648
	Iteration 34Q: 3 clusters Score -8434254 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -8434274.000000 Penalty: 5318.139648
	Iteration 35Q: 3 clusters Score -8434274 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -8434272.000000 Penalty: 5318.139648
	Iteration 36Q: 3 clusters Score -8434272 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -8434277.000000 Penalty: 5318.139648
	Iteration 37Q: 3 clusters Score -8434277 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -8434317.000000 Penalty: 5318.139648
	Iteration 38Q: 3 clusters Score -8434317 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -8434315.000000 Penalty: 5318.139648
	Iteration 39Q: 3 clusters Score -8434315 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -8434351.000000 Penalty: 5318.139648
	Iteration 40F: 3 clusters Score -8434351 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -8434358.000000 Penalty: 5318.139648
	Iteration 41Q: 3 clusters Score -8434358 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -8434359.000000 Penalty: 5318.139648
	Iteration 42Q: 3 clusters Score -8434359 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -8434380.000000 Penalty: 5318.139648
	Iteration 43Q: 3 clusters Score -8434380 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -8434400.000000 Penalty: 5318.139648
	Iteration 44Q: 3 clusters Score -8434400 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -8434387.000000 Penalty: 5318.139648
	Iteration 45Q: 3 clusters Score -8434387 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -8434378.000000 Penalty: 5318.139648
	Iteration 46Q: 3 clusters Score -8434378 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -8434411.000000 Penalty: 5318.139648
	Iteration 47Q: 3 clusters Score -8434411 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -8434422.000000 Penalty: 5318.139648
	Iteration 48Q: 3 clusters Score -8434422 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8434433.000000 Penalty: 5318.139648
	Iteration 49Q: 3 clusters Score -8434433 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -8434461.000000 Penalty: 5318.139648
	Iteration 50Q: 3 clusters Score -8434461 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8434490.000000 Penalty: 5318.139648
	Iteration 51Q: 3 clusters Score -8434490 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -8434506.000000 Penalty: 5318.139648
	Iteration 52Q: 3 clusters Score -8434506 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -8434495.000000 Penalty: 5318.139648
	Iteration 53Q: 3 clusters Score -8434495 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -8434494.000000 Penalty: 5318.139648
	Iteration 54Q: 3 clusters Score -8434494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -8434503.000000 Penalty: 5318.139648
	Iteration 55Q: 3 clusters Score -8434503 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -8434504.000000 Penalty: 5318.139648
	Iteration 56Q: 3 clusters Score -8434504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -8434512.000000 Penalty: 5318.139648
	Iteration 57Q: 3 clusters Score -8434512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8434539.000000 Penalty: 5318.139648
	Iteration 58Q: 3 clusters Score -8434539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -8434532.000000 Penalty: 5318.139648
	Iteration 59Q: 3 clusters Score -8434532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -8434513.000000 Penalty: 5318.139648
	Iteration 60F: 3 clusters Score -8434513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -8434528.000000 Penalty: 5318.139648
	Iteration 61Q: 3 clusters Score -8434528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8434532.000000 Penalty: 5318.139648
	Iteration 62Q: 3 clusters Score -8434532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -8434528.000000 Penalty: 5318.139648
	Iteration 63Q: 3 clusters Score -8434528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -8434555.000000 Penalty: 5318.139648
	Iteration 64Q: 3 clusters Score -8434555 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8434566.000000 Penalty: 5318.139648
	Iteration 65Q: 3 clusters Score -8434566 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -8434554.000000 Penalty: 5318.139648
	Iteration 66Q: 3 clusters Score -8434554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -8434565.000000 Penalty: 5318.139648
	Iteration 67Q: 3 clusters Score -8434565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -8434561.000000 Penalty: 5318.139648
	Iteration 68Q: 3 clusters Score -8434561 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8434574.000000 Penalty: 5318.139648
	Iteration 69Q: 3 clusters Score -8434574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -8434566.000000 Penalty: 5318.139648
	Iteration 70Q: 3 clusters Score -8434566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -8434573.000000 Penalty: 5318.139648
	Iteration 71Q: 3 clusters Score -8434573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8434566.000000 Penalty: 5318.139648
	Iteration 72Q: 3 clusters Score -8434566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -8434562.000000 Penalty: 5318.139648
	Iteration 73Q: 3 clusters Score -8434562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -8434566.000000 Penalty: 5318.139648
	Iteration 74Q: 3 clusters Score -8434566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8434576.000000 Penalty: 5318.139648
	Iteration 75Q: 3 clusters Score -8434576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8434572.000000 Penalty: 5318.139648
	Iteration 76Q: 3 clusters Score -8434572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8434573.000000 Penalty: 5318.139648
	Iteration 77Q: 3 clusters Score -8434573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -8434573.000000 Penalty: 5318.139648
	Iteration 78Q: 3 clusters Score -8434573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8434568.000000 Penalty: 5318.139648
	Iteration 79Q: 3 clusters Score -8434568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8434578.000000 Penalty: 5318.139648
	Iteration 80F: 3 clusters Score -8434578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -8434573.000000 Penalty: 5318.139648
	Iteration 81Q: 3 clusters Score -8434573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8434572.000000 Penalty: 5318.139648
	Iteration 82Q: 3 clusters Score -8434572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -8434563.000000 Penalty: 5318.139648
	Iteration 83Q: 3 clusters Score -8434563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -8434571.000000 Penalty: 5318.139648
	Iteration 84Q: 3 clusters Score -8434571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -8434573.000000 Penalty: 5318.139648
	Iteration 85Q: 3 clusters Score -8434573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8434569.000000 Penalty: 5318.139648
	Iteration 86Q: 3 clusters Score -8434569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8434568.000000 Penalty: 5318.139648
	Iteration 87Q: 3 clusters Score -8434568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8434574.000000 Penalty: 5318.139648
	Iteration 88Q: 3 clusters Score -8434574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8434573.000000 Penalty: 5318.139648
	Iteration 89Q: 3 clusters Score -8434573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8434572.000000 Penalty: 5318.139648
	Iteration 90Q: 3 clusters Score -8434572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8434572.000000 Penalty: 5318.139648
	Iteration 91Q: 3 clusters Score -8434572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -8434576.000000 Penalty: 5318.139648
	Iteration 92Q: 3 clusters Score -8434576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8434570.000000 Penalty: 5318.139648
	Iteration 93Q: 3 clusters Score -8434570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8434571.000000 Penalty: 5318.139648
	Iteration 94Q: 3 clusters Score -8434571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8434572.000000 Penalty: 5318.139648
	Iteration 95Q: 3 clusters Score -8434572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -8434579.000000 Penalty: 5318.139648
	Iteration 96Q: 3 clusters Score -8434579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -8434579.000000 Penalty: 5318.139648
	Iteration 97Q: 3 clusters Score -8434579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -8434579.000000 Penalty: 5318.139648
	Iteration 98F: 3 clusters Score -8434579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -188850.328125 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -188850.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -186832.953125 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -186833 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -187248.140625 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -187248.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -187544.953125 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -187545 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -187797.703125 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -187797.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -188009.203125 Penalty: 3492.974121
	Iteration 4F: 3 clusters Score -188009.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -188139.437500 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -188139.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188244.796875 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -188244.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -188303.359375 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -188303.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -188343.437500 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -188343.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -188366.484375 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -188366.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -188387.593750 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -188387.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -188407.250000 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -188407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -188426.406250 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -188426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188455.203125 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -188455.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -188476.109375 Penalty: 3492.974121
	Iteration 14Q: 3 clusters Score -188476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -188491.562500 Penalty: 3492.974121
	Iteration 15Q: 3 clusters Score -188491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -188500.203125 Penalty: 3492.974121
	Iteration 16Q: 3 clusters Score -188500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -188510.562500 Penalty: 3492.974121
	Iteration 17Q: 3 clusters Score -188510.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -188513.250000 Penalty: 3492.974121
	Iteration 18Q: 3 clusters Score -188513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -188514.640625 Penalty: 3492.974121
	Iteration 19Q: 3 clusters Score -188514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -188520.031250 Penalty: 3492.974121
	Iteration 20F: 3 clusters Score -188520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -188523.781250 Penalty: 3492.974121
	Iteration 21Q: 3 clusters Score -188523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -188535.671875 Penalty: 3492.974121
	Iteration 22Q: 3 clusters Score -188535.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -188555.296875 Penalty: 3492.974121
	Iteration 23Q: 3 clusters Score -188555.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -188565.250000 Penalty: 3492.974121
	Iteration 24Q: 3 clusters Score -188565.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -188567.406250 Penalty: 3492.974121
	Iteration 25Q: 3 clusters Score -188567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -188571.453125 Penalty: 3492.974121
	Iteration 26Q: 3 clusters Score -188571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -188584.468750 Penalty: 3492.974121
	Iteration 27Q: 3 clusters Score -188584.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -188609.296875 Penalty: 3492.974121
	Iteration 28Q: 3 clusters Score -188609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -188621.140625 Penalty: 3492.974121
	Iteration 29Q: 3 clusters Score -188621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -188626.234375 Penalty: 3492.974121
	Iteration 30Q: 3 clusters Score -188626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188628.062500 Penalty: 3492.974121
	Iteration 31Q: 3 clusters Score -188628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188628.062500 Penalty: 3492.974121
	Iteration 32F: 3 clusters Score -188628.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Entering Unmasked Estep 
Score: -6217773.500000 Penalty: 2584.519043
	Iteration 0F: 2 clusters Score -6217774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -6195034.000000 Penalty: 5169.038086
	Iteration 0F: 3 clusters Score -6195034 nChanged 15168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -6203505.000000 Penalty: 5169.038086
	Iteration 1F: 3 clusters Score -6203505 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -6204588.000000 Penalty: 5169.038086
	Iteration 2F: 3 clusters Score -6204588 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -6206201.500000 Penalty: 5169.038086
	Iteration 3F: 3 clusters Score -6206202 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -6208279.500000 Penalty: 5169.038086
	Iteration 4F: 3 clusters Score -6208280 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -6210791.000000 Penalty: 5169.038086
	Iteration 5F: 3 clusters Score -6210791 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -6213223.500000 Penalty: 5169.038086
	Iteration 6F: 3 clusters Score -6213224 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -6215102.500000 Penalty: 5169.038086
	Iteration 7F: 3 clusters Score -6215102 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -6216127.000000 Penalty: 5169.038086
	Iteration 8Q: 3 clusters Score -6216127 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -6216517.500000 Penalty: 5169.038086
	Iteration 9Q: 3 clusters Score -6216518 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -6216693.000000 Penalty: 5169.038086
	Iteration 10Q: 3 clusters Score -6216693 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -6216780.000000 Penalty: 5169.038086
	Iteration 11Q: 3 clusters Score -6216780 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -6216811.000000 Penalty: 5169.038086
	Iteration 12Q: 3 clusters Score -6216811 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -6216841.000000 Penalty: 5169.038086
	Iteration 13Q: 3 clusters Score -6216841 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -6216848.500000 Penalty: 5169.038086
	Iteration 14Q: 3 clusters Score -6216848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -6216843.500000 Penalty: 5169.038086
	Iteration 15Q: 3 clusters Score -6216844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -6216871.500000 Penalty: 5169.038086
	Iteration 16Q: 3 clusters Score -6216872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -6216878.500000 Penalty: 5169.038086
	Iteration 17Q: 3 clusters Score -6216878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -6216880.000000 Penalty: 5169.038086
	Iteration 18Q: 3 clusters Score -6216880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -6216876.500000 Penalty: 5169.038086
	Iteration 19Q: 3 clusters Score -6216876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -6216886.500000 Penalty: 5169.038086
	Iteration 20F: 3 clusters Score -6216886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -6216887.500000 Penalty: 5169.038086
	Iteration 21Q: 3 clusters Score -6216888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -6216903.500000 Penalty: 5169.038086
	Iteration 22Q: 3 clusters Score -6216904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -6216898.500000 Penalty: 5169.038086
	Iteration 23Q: 3 clusters Score -6216898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -6216896.000000 Penalty: 5169.038086
	Iteration 24Q: 3 clusters Score -6216896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -6216895.500000 Penalty: 5169.038086
	Iteration 25Q: 3 clusters Score -6216896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -6216907.000000 Penalty: 5169.038086
	Iteration 26Q: 3 clusters Score -6216907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -6216927.000000 Penalty: 5169.038086
	Iteration 27Q: 3 clusters Score -6216927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -6216933.000000 Penalty: 5169.038086
	Iteration 28Q: 3 clusters Score -6216933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -6216918.000000 Penalty: 5169.038086
	Iteration 29Q: 3 clusters Score -6216918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -6216912.500000 Penalty: 5169.038086
	Iteration 30Q: 3 clusters Score -6216912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -6216921.500000 Penalty: 5169.038086
	Iteration 31Q: 3 clusters Score -6216922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -6216940.500000 Penalty: 5169.038086
	Iteration 32Q: 3 clusters Score -6216940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -6216928.000000 Penalty: 5169.038086
	Iteration 33Q: 3 clusters Score -6216928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -6216941.000000 Penalty: 5169.038086
	Iteration 34Q: 3 clusters Score -6216941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -6216935.000000 Penalty: 5169.038086
	Iteration 35Q: 3 clusters Score -6216935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6216935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -6216938.000000 Penalty: 5169.038086
	Iteration 37Q: 3 clusters Score -6216938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6216937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6216938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -6216943.500000 Penalty: 5169.038086
	Iteration 40F: 3 clusters Score -6216944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -6216946.000000 Penalty: 5169.038086
	Iteration 41Q: 3 clusters Score -6216946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6216947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -6216953.500000 Penalty: 5169.038086
	Iteration 43Q: 3 clusters Score -6216954 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6216953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6216957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6216953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6216953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6216968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6216966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -6216974.500000 Penalty: 5169.038086
	Iteration 50Q: 3 clusters Score -6216974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -6216987.000000 Penalty: 5169.038086
	Iteration 51Q: 3 clusters Score -6216987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -6216991.000000 Penalty: 5169.038086
	Iteration 52Q: 3 clusters Score -6216991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -6217004.500000 Penalty: 5169.038086
	Iteration 53Q: 3 clusters Score -6217004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6217004 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6216999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -6217007.500000 Penalty: 5169.038086
	Iteration 56Q: 3 clusters Score -6217008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -6217015.500000 Penalty: 5169.038086
	Iteration 57Q: 3 clusters Score -6217016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -6217017.500000 Penalty: 5169.038086
	Iteration 58Q: 3 clusters Score -6217018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -6217020.000000 Penalty: 5169.038086
	Iteration 59Q: 3 clusters Score -6217020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -6217025.000000 Penalty: 5169.038086
	Iteration 60F: 3 clusters Score -6217025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -6217030.500000 Penalty: 5169.038086
	Iteration 61Q: 3 clusters Score -6217030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -6217026.500000 Penalty: 5169.038086
	Iteration 62Q: 3 clusters Score -6217026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -6217033.000000 Penalty: 5169.038086
	Iteration 63Q: 3 clusters Score -6217033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -6217026.500000 Penalty: 5169.038086
	Iteration 64Q: 3 clusters Score -6217026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -6217029.500000 Penalty: 5169.038086
	Iteration 65Q: 3 clusters Score -6217030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -6217043.500000 Penalty: 5169.038086
	Iteration 66Q: 3 clusters Score -6217044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -6217060.500000 Penalty: 5169.038086
	Iteration 67Q: 3 clusters Score -6217060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -6217059.500000 Penalty: 5169.038086
	Iteration 68Q: 3 clusters Score -6217060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -6217069.000000 Penalty: 5169.038086
	Iteration 69Q: 3 clusters Score -6217069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -6217073.000000 Penalty: 5169.038086
	Iteration 70Q: 3 clusters Score -6217073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -6217084.500000 Penalty: 5169.038086
	Iteration 71Q: 3 clusters Score -6217084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -6217093.500000 Penalty: 5169.038086
	Iteration 72Q: 3 clusters Score -6217094 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -6217096.000000 Penalty: 5169.038086
	Iteration 73Q: 3 clusters Score -6217096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -6217089.500000 Penalty: 5169.038086
	Iteration 74Q: 3 clusters Score -6217090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -6217099.500000 Penalty: 5169.038086
	Iteration 75Q: 3 clusters Score -6217100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -6217106.500000 Penalty: 5169.038086
	Iteration 76Q: 3 clusters Score -6217106 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -6217096.000000 Penalty: 5169.038086
	Iteration 77Q: 3 clusters Score -6217096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -6217105.500000 Penalty: 5169.038086
	Iteration 78Q: 3 clusters Score -6217106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -6217115.000000 Penalty: 5169.038086
	Iteration 79Q: 3 clusters Score -6217115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -6217130.500000 Penalty: 5169.038086
	Iteration 80F: 3 clusters Score -6217130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -6217136.500000 Penalty: 5169.038086
	Iteration 81Q: 3 clusters Score -6217136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -6217131.500000 Penalty: 5169.038086
	Iteration 82Q: 3 clusters Score -6217132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -6217139.000000 Penalty: 5169.038086
	Iteration 83Q: 3 clusters Score -6217139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -6217142.000000 Penalty: 5169.038086
	Iteration 84Q: 3 clusters Score -6217142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -6217141.500000 Penalty: 5169.038086
	Iteration 85Q: 3 clusters Score -6217142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -6217152.000000 Penalty: 5169.038086
	Iteration 86Q: 3 clusters Score -6217152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -6217157.000000 Penalty: 5169.038086
	Iteration 87Q: 3 clusters Score -6217157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
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Entering Unmasked Estep 
Score: -6217149.000000 Penalty: 5169.038086
	Iteration 88Q: 3 clusters Score -6217149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -6217154.500000 Penalty: 5169.038086
	Iteration 89Q: 3 clusters Score -6217154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6217156 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6217155 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -6217163.000000 Penalty: 5169.038086
	Iteration 92Q: 3 clusters Score -6217163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -6217161.500000 Penalty: 5169.038086
	Iteration 93Q: 3 clusters Score -6217162 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -6217166.000000 Penalty: 5169.038086
	Iteration 94Q: 3 clusters Score -6217166 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25005 members 
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Entering Unmasked Estep 
Score: -6217162.500000 Penalty: 5169.038086
	Iteration 95Q: 3 clusters Score -6217162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -6217160.500000 Penalty: 5169.038086
	Iteration 96Q: 3 clusters Score -6217160 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6217157 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6217160 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -6217161.500000 Penalty: 5169.038086
	Iteration 99Q: 3 clusters Score -6217162 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -6217158.000000 Penalty: 5169.038086
	Iteration 100F: 3 clusters Score -6217158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -6217168.000000 Penalty: 5169.038086
	Iteration 101Q: 3 clusters Score -6217168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -6217166.500000 Penalty: 5169.038086
	Iteration 102Q: 3 clusters Score -6217166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6217166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -6217160.500000 Penalty: 5169.038086
	Iteration 104Q: 3 clusters Score -6217160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -6217159.500000 Penalty: 5169.038086
	Iteration 105Q: 3 clusters Score -6217160 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6217163 nChanged 0
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Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -6217163.000000 Penalty: 5169.038086
	Iteration 107F: 3 clusters Score -6217163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -389859.531250 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -389859.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -387114.593750 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -387114.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -387611.343750 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -387611.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -387794.843750 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -387794.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -387906.250000 Penalty: 3826.701416
	Iteration 3F: 3 clusters Score -387906.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -387979.437500 Penalty: 3826.701416
	Iteration 4Q: 3 clusters Score -387979.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -388046.093750 Penalty: 3826.701416
	Iteration 5Q: 3 clusters Score -388046.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -388090.437500 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -388090.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -388127.968750 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -388128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -388152.031250 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -388152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -388177.718750 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -388177.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -388201.281250 Penalty: 3826.701416
	Iteration 10Q: 3 clusters Score -388201.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -388216.687500 Penalty: 3826.701416
	Iteration 11Q: 3 clusters Score -388216.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -388229.343750 Penalty: 3826.701416
	Iteration 12Q: 3 clusters Score -388229.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -388238.343750 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -388238.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -388245.437500 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -388245.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -388252.906250 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -388252.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -388265.093750 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -388265.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -388279.625000 Penalty: 3826.701416
	Iteration 17Q: 3 clusters Score -388279.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -388303.000000 Penalty: 3826.701416
	Iteration 18Q: 3 clusters Score -388303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -388335.812500 Penalty: 3826.701416
	Iteration 19Q: 3 clusters Score -388335.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -388358.000000 Penalty: 3826.701416
	Iteration 20F: 3 clusters Score -388358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -388376.875000 Penalty: 3826.701416
	Iteration 21Q: 3 clusters Score -388376.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -388384.937500 Penalty: 3826.701416
	Iteration 22Q: 3 clusters Score -388384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -388390.968750 Penalty: 3826.701416
	Iteration 23Q: 3 clusters Score -388391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -388392.812500 Penalty: 3826.701416
	Iteration 24Q: 3 clusters Score -388392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -388394.250000 Penalty: 3826.701416
	Iteration 25Q: 3 clusters Score -388394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -388394.718750 Penalty: 3826.701416
	Iteration 26Q: 3 clusters Score -388394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -388397.062500 Penalty: 3826.701416
	Iteration 27Q: 3 clusters Score -388397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -388402.718750 Penalty: 3826.701416
	Iteration 28Q: 3 clusters Score -388402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -388407.875000 Penalty: 3826.701416
	Iteration 29Q: 3 clusters Score -388407.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -388411.281250 Penalty: 3826.701416
	Iteration 30Q: 3 clusters Score -388411.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -388413.375000 Penalty: 3826.701416
	Iteration 31Q: 3 clusters Score -388413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -388415.187500 Penalty: 3826.701416
	Iteration 32Q: 3 clusters Score -388415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -388417.468750 Penalty: 3826.701416
	Iteration 33Q: 3 clusters Score -388417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -388417.750000 Penalty: 3826.701416
	Iteration 34Q: 3 clusters Score -388417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -388417.750000 Penalty: 3826.701416
	Iteration 35F: 3 clusters Score -388417.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -136108.343750 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -136108.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -134334.984375 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -134335 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -134785.796875 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -134785.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -135043.578125 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -135043.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -135291.890625 Penalty: 3303.645264
	Iteration 3F: 3 clusters Score -135291.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -135422.890625 Penalty: 3303.645264
	Iteration 4F: 3 clusters Score -135422.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -135481.796875 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -135481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -135532.734375 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -135532.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -135580.343750 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -135580.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -135612.968750 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -135613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -135626.750000 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -135626.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -135639.125000 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -135639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -135639.890625 Penalty: 3303.645264
	Iteration 11F: 3 clusters Score -135639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -135663.500000 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -135663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -135667.062500 Penalty: 3303.645264
	Iteration 13Q: 3 clusters Score -135667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -135667.062500 Penalty: 3303.645264
	Iteration 14F: 3 clusters Score -135667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Entering Unmasked Estep 
Score: -6060323.000000 Penalty: 2578.704102
	Iteration 0F: 2 clusters Score -6060323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -6038067.000000 Penalty: 5157.408203
	Iteration 0F: 3 clusters Score -6038067 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -6046302.500000 Penalty: 5157.408203
	Iteration 1F: 3 clusters Score -6046302 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -6046897.000000 Penalty: 5157.408203
	Iteration 2Q: 3 clusters Score -6046897 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -6047553.500000 Penalty: 5157.408203
	Iteration 3F: 3 clusters Score -6047554 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -6048492.000000 Penalty: 5157.408203
	Iteration 4F: 3 clusters Score -6048492 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -6049822.000000 Penalty: 5157.408203
	Iteration 5F: 3 clusters Score -6049822 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -6051539.500000 Penalty: 5157.408203
	Iteration 6F: 3 clusters Score -6051540 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -6053683.500000 Penalty: 5157.408203
	Iteration 7F: 3 clusters Score -6053684 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -6055849.500000 Penalty: 5157.408203
	Iteration 8F: 3 clusters Score -6055850 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -6057348.500000 Penalty: 5157.408203
	Iteration 9Q: 3 clusters Score -6057348 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -6057890.500000 Penalty: 5157.408203
	Iteration 10Q: 3 clusters Score -6057890 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -6058062.500000 Penalty: 5157.408203
	Iteration 11Q: 3 clusters Score -6058062 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -6058138.000000 Penalty: 5157.408203
	Iteration 12Q: 3 clusters Score -6058138 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -6058199.000000 Penalty: 5157.408203
	Iteration 13Q: 3 clusters Score -6058199 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -6058232.000000 Penalty: 5157.408203
	Iteration 14Q: 3 clusters Score -6058232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -6058244.000000 Penalty: 5157.408203
	Iteration 15Q: 3 clusters Score -6058244 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -6058266.000000 Penalty: 5157.408203
	Iteration 16Q: 3 clusters Score -6058266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -6058264.000000 Penalty: 5157.408203
	Iteration 17Q: 3 clusters Score -6058264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -6058274.000000 Penalty: 5157.408203
	Iteration 18Q: 3 clusters Score -6058274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -6058284.500000 Penalty: 5157.408203
	Iteration 19Q: 3 clusters Score -6058284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -6058278.500000 Penalty: 5157.408203
	Iteration 20F: 3 clusters Score -6058278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -6058292.000000 Penalty: 5157.408203
	Iteration 21Q: 3 clusters Score -6058292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -6058310.000000 Penalty: 5157.408203
	Iteration 22Q: 3 clusters Score -6058310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -6058314.500000 Penalty: 5157.408203
	Iteration 23Q: 3 clusters Score -6058314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -6058310.000000 Penalty: 5157.408203
	Iteration 24Q: 3 clusters Score -6058310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -6058313.000000 Penalty: 5157.408203
	Iteration 25Q: 3 clusters Score -6058313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -6058312.500000 Penalty: 5157.408203
	Iteration 26Q: 3 clusters Score -6058312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -6058322.000000 Penalty: 5157.408203
	Iteration 27Q: 3 clusters Score -6058322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -6058343.500000 Penalty: 5157.408203
	Iteration 28Q: 3 clusters Score -6058344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -6058346.000000 Penalty: 5157.408203
	Iteration 29Q: 3 clusters Score -6058346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -6058338.500000 Penalty: 5157.408203
	Iteration 30Q: 3 clusters Score -6058338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -6058338.000000 Penalty: 5157.408203
	Iteration 31Q: 3 clusters Score -6058338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -6058333.500000 Penalty: 5157.408203
	Iteration 32Q: 3 clusters Score -6058334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -6058323.500000 Penalty: 5157.408203
	Iteration 33Q: 3 clusters Score -6058324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -6058324.000000 Penalty: 5157.408203
	Iteration 34Q: 3 clusters Score -6058324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -6058330.000000 Penalty: 5157.408203
	Iteration 35Q: 3 clusters Score -6058330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -6058328.000000 Penalty: 5157.408203
	Iteration 36Q: 3 clusters Score -6058328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -6058330.000000 Penalty: 5157.408203
	Iteration 37Q: 3 clusters Score -6058330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -6058337.500000 Penalty: 5157.408203
	Iteration 38Q: 3 clusters Score -6058338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -6058335.500000 Penalty: 5157.408203
	Iteration 39Q: 3 clusters Score -6058336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -6058345.000000 Penalty: 5157.408203
	Iteration 40F: 3 clusters Score -6058345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -6058351.000000 Penalty: 5157.408203
	Iteration 41Q: 3 clusters Score -6058351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -6058352.000000 Penalty: 5157.408203
	Iteration 42Q: 3 clusters Score -6058352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -6058352.500000 Penalty: 5157.408203
	Iteration 43Q: 3 clusters Score -6058352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -6058349.000000 Penalty: 5157.408203
	Iteration 44Q: 3 clusters Score -6058349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -6058343.000000 Penalty: 5157.408203
	Iteration 45Q: 3 clusters Score -6058343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -6058358.000000 Penalty: 5157.408203
	Iteration 46Q: 3 clusters Score -6058358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -6058364.500000 Penalty: 5157.408203
	Iteration 47Q: 3 clusters Score -6058364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -6058357.500000 Penalty: 5157.408203
	Iteration 48Q: 3 clusters Score -6058358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -6058358.500000 Penalty: 5157.408203
	Iteration 49Q: 3 clusters Score -6058358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -6058356.500000 Penalty: 5157.408203
	Iteration 50Q: 3 clusters Score -6058356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -6058365.500000 Penalty: 5157.408203
	Iteration 51Q: 3 clusters Score -6058366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -6058362.500000 Penalty: 5157.408203
	Iteration 52Q: 3 clusters Score -6058362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -6058360.000000 Penalty: 5157.408203
	Iteration 53Q: 3 clusters Score -6058360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -6058362.500000 Penalty: 5157.408203
	Iteration 54Q: 3 clusters Score -6058362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -6058366.500000 Penalty: 5157.408203
	Iteration 55Q: 3 clusters Score -6058366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -6058363.500000 Penalty: 5157.408203
	Iteration 56Q: 3 clusters Score -6058364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -6058360.000000 Penalty: 5157.408203
	Iteration 57Q: 3 clusters Score -6058360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -6058359.500000 Penalty: 5157.408203
	Iteration 58Q: 3 clusters Score -6058360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -6058359.500000 Penalty: 5157.408203
	Iteration 59F: 3 clusters Score -6058360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Entering Unmasked Estep 
Score: -5439068.000000 Penalty: 2558.087402
	Iteration 0F: 2 clusters Score -5439068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -5418339.000000 Penalty: 5116.174805
	Iteration 0F: 3 clusters Score -5418339 nChanged 13699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -5425546.500000 Penalty: 5116.174805
	Iteration 1F: 3 clusters Score -5425546 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -5425969.500000 Penalty: 5116.174805
	Iteration 2Q: 3 clusters Score -5425970 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5426312.500000 Penalty: 5116.174805
	Iteration 3Q: 3 clusters Score -5426312 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -5426666.500000 Penalty: 5116.174805
	Iteration 4Q: 3 clusters Score -5426666 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5426937.500000 Penalty: 5116.174805
	Iteration 5Q: 3 clusters Score -5426938 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -5427228.500000 Penalty: 5116.174805
	Iteration 6Q: 3 clusters Score -5427228 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -5427579.000000 Penalty: 5116.174805
	Iteration 7Q: 3 clusters Score -5427579 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -5428050.000000 Penalty: 5116.174805
	Iteration 8Q: 3 clusters Score -5428050 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5428757.000000 Penalty: 5116.174805
	Iteration 9Q: 3 clusters Score -5428757 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -5429645.500000 Penalty: 5116.174805
	Iteration 10F: 3 clusters Score -5429646 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5430912.000000 Penalty: 5116.174805
	Iteration 11F: 3 clusters Score -5430912 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -5432527.000000 Penalty: 5116.174805
	Iteration 12F: 3 clusters Score -5432527 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -5434112.000000 Penalty: 5116.174805
	Iteration 13F: 3 clusters Score -5434112 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -5435266.500000 Penalty: 5116.174805
	Iteration 14Q: 3 clusters Score -5435266 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -5436000.000000 Penalty: 5116.174805
	Iteration 15Q: 3 clusters Score -5436000 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -5436427.000000 Penalty: 5116.174805
	Iteration 16Q: 3 clusters Score -5436427 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -5436629.000000 Penalty: 5116.174805
	Iteration 17Q: 3 clusters Score -5436629 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -5436751.500000 Penalty: 5116.174805
	Iteration 18Q: 3 clusters Score -5436752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -5436829.500000 Penalty: 5116.174805
	Iteration 19Q: 3 clusters Score -5436830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -5436865.000000 Penalty: 5116.174805
	Iteration 20F: 3 clusters Score -5436865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5436885.000000 Penalty: 5116.174805
	Iteration 21Q: 3 clusters Score -5436885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -5436891.500000 Penalty: 5116.174805
	Iteration 22Q: 3 clusters Score -5436892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -5436893.500000 Penalty: 5116.174805
	Iteration 23Q: 3 clusters Score -5436894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -5436889.000000 Penalty: 5116.174805
	Iteration 24Q: 3 clusters Score -5436889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -5436891.000000 Penalty: 5116.174805
	Iteration 25Q: 3 clusters Score -5436891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -5436894.500000 Penalty: 5116.174805
	Iteration 26Q: 3 clusters Score -5436894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -5436903.000000 Penalty: 5116.174805
	Iteration 27Q: 3 clusters Score -5436903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -5436903.000000 Penalty: 5116.174805
	Iteration 28F: 3 clusters Score -5436903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Entering Unmasked Estep 
Score: -7070000.500000 Penalty: 2615.094482
	Iteration 0F: 2 clusters Score -7070000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -7044539.000000 Penalty: 5230.188965
	Iteration 0F: 3 clusters Score -7044539 nChanged 17289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -7054173.000000 Penalty: 5230.188965
	Iteration 1F: 3 clusters Score -7054173 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -7055107.500000 Penalty: 5230.188965
	Iteration 2Q: 3 clusters Score -7055108 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -7056275.500000 Penalty: 5230.188965
	Iteration 3Q: 3 clusters Score -7056276 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -7057583.000000 Penalty: 5230.188965
	Iteration 4F: 3 clusters Score -7057583 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -7059037.500000 Penalty: 5230.188965
	Iteration 5F: 3 clusters Score -7059038 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -7060624.500000 Penalty: 5230.188965
	Iteration 6F: 3 clusters Score -7060624 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -7062489.000000 Penalty: 5230.188965
	Iteration 7F: 3 clusters Score -7062489 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -7064249.500000 Penalty: 5230.188965
	Iteration 8F: 3 clusters Score -7064250 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -7065545.500000 Penalty: 5230.188965
	Iteration 9F: 3 clusters Score -7065546 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -7066402.500000 Penalty: 5230.188965
	Iteration 10Q: 3 clusters Score -7066402 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -7066905.500000 Penalty: 5230.188965
	Iteration 11Q: 3 clusters Score -7066906 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -7067200.000000 Penalty: 5230.188965
	Iteration 12Q: 3 clusters Score -7067200 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -7067379.500000 Penalty: 5230.188965
	Iteration 13Q: 3 clusters Score -7067380 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -7067488.500000 Penalty: 5230.188965
	Iteration 14Q: 3 clusters Score -7067488 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -7067572.000000 Penalty: 5230.188965
	Iteration 15Q: 3 clusters Score -7067572 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -7067603.500000 Penalty: 5230.188965
	Iteration 16Q: 3 clusters Score -7067604 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -7067621.000000 Penalty: 5230.188965
	Iteration 17Q: 3 clusters Score -7067621 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -7067655.000000 Penalty: 5230.188965
	Iteration 18Q: 3 clusters Score -7067655 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -7067712.500000 Penalty: 5230.188965
	Iteration 19Q: 3 clusters Score -7067712 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -7067741.000000 Penalty: 5230.188965
	Iteration 20F: 3 clusters Score -7067741 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -7067784.500000 Penalty: 5230.188965
	Iteration 21Q: 3 clusters Score -7067784 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -7067816.000000 Penalty: 5230.188965
	Iteration 22Q: 3 clusters Score -7067816 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -7067849.000000 Penalty: 5230.188965
	Iteration 23Q: 3 clusters Score -7067849 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -7067870.000000 Penalty: 5230.188965
	Iteration 24Q: 3 clusters Score -7067870 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -7067936.000000 Penalty: 5230.188965
	Iteration 25Q: 3 clusters Score -7067936 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -7067978.500000 Penalty: 5230.188965
	Iteration 26Q: 3 clusters Score -7067978 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -7068071.500000 Penalty: 5230.188965
	Iteration 27Q: 3 clusters Score -7068072 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -7068077.500000 Penalty: 5230.188965
	Iteration 28Q: 3 clusters Score -7068078 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -7068105.500000 Penalty: 5230.188965
	Iteration 29Q: 3 clusters Score -7068106 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -7068131.000000 Penalty: 5230.188965
	Iteration 30Q: 3 clusters Score -7068131 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -7068237.500000 Penalty: 5230.188965
	Iteration 31Q: 3 clusters Score -7068238 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -7068290.000000 Penalty: 5230.188965
	Iteration 32Q: 3 clusters Score -7068290 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -7068351.000000 Penalty: 5230.188965
	Iteration 33Q: 3 clusters Score -7068351 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -7068389.000000 Penalty: 5230.188965
	Iteration 34Q: 3 clusters Score -7068389 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -7068432.000000 Penalty: 5230.188965
	Iteration 35Q: 3 clusters Score -7068432 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -7068455.000000 Penalty: 5230.188965
	Iteration 36Q: 3 clusters Score -7068455 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -7068490.500000 Penalty: 5230.188965
	Iteration 37Q: 3 clusters Score -7068490 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -7068541.000000 Penalty: 5230.188965
	Iteration 38Q: 3 clusters Score -7068541 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -7068617.000000 Penalty: 5230.188965
	Iteration 39Q: 3 clusters Score -7068617 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -7068680.500000 Penalty: 5230.188965
	Iteration 40F: 3 clusters Score -7068680 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -7068694.500000 Penalty: 5230.188965
	Iteration 41Q: 3 clusters Score -7068694 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -7068687.000000 Penalty: 5230.188965
	Iteration 42Q: 3 clusters Score -7068687 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -7068706.500000 Penalty: 5230.188965
	Iteration 43Q: 3 clusters Score -7068706 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7068726.000000 Penalty: 5230.188965
	Iteration 44Q: 3 clusters Score -7068726 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7068722.500000 Penalty: 5230.188965
	Iteration 45Q: 3 clusters Score -7068722 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7068764.500000 Penalty: 5230.188965
	Iteration 46Q: 3 clusters Score -7068764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7068764.000000 Penalty: 5230.188965
	Iteration 47Q: 3 clusters Score -7068764 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -7068769.000000 Penalty: 5230.188965
	Iteration 48Q: 3 clusters Score -7068769 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -7068785.000000 Penalty: 5230.188965
	Iteration 49Q: 3 clusters Score -7068785 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -7068796.500000 Penalty: 5230.188965
	Iteration 50Q: 3 clusters Score -7068796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7068813.000000 Penalty: 5230.188965
	Iteration 51Q: 3 clusters Score -7068813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7068806.000000 Penalty: 5230.188965
	Iteration 52Q: 3 clusters Score -7068806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7068797.500000 Penalty: 5230.188965
	Iteration 53Q: 3 clusters Score -7068798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -7068796.500000 Penalty: 5230.188965
	Iteration 54Q: 3 clusters Score -7068796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7068822.500000 Penalty: 5230.188965
	Iteration 55Q: 3 clusters Score -7068822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7068812.000000 Penalty: 5230.188965
	Iteration 56Q: 3 clusters Score -7068812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -7068816.500000 Penalty: 5230.188965
	Iteration 57Q: 3 clusters Score -7068816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -7068828.500000 Penalty: 5230.188965
	Iteration 58Q: 3 clusters Score -7068828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7068830.000000 Penalty: 5230.188965
	Iteration 59Q: 3 clusters Score -7068830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7068840.000000 Penalty: 5230.188965
	Iteration 60F: 3 clusters Score -7068840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7068843.500000 Penalty: 5230.188965
	Iteration 61Q: 3 clusters Score -7068844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7068839.000000 Penalty: 5230.188965
	Iteration 62Q: 3 clusters Score -7068839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7068837.500000 Penalty: 5230.188965
	Iteration 63Q: 3 clusters Score -7068838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7068831.500000 Penalty: 5230.188965
	Iteration 64Q: 3 clusters Score -7068832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7068826.000000 Penalty: 5230.188965
	Iteration 65Q: 3 clusters Score -7068826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7068833.500000 Penalty: 5230.188965
	Iteration 66Q: 3 clusters Score -7068834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7068824.500000 Penalty: 5230.188965
	Iteration 67Q: 3 clusters Score -7068824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7068812.500000 Penalty: 5230.188965
	Iteration 68Q: 3 clusters Score -7068812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7068804.000000 Penalty: 5230.188965
	Iteration 69Q: 3 clusters Score -7068804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7068802.000000 Penalty: 5230.188965
	Iteration 70Q: 3 clusters Score -7068802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7068812.500000 Penalty: 5230.188965
	Iteration 71Q: 3 clusters Score -7068812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7068812.000000 Penalty: 5230.188965
	Iteration 72Q: 3 clusters Score -7068812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7068808.500000 Penalty: 5230.188965
	Iteration 73Q: 3 clusters Score -7068808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7068823.500000 Penalty: 5230.188965
	Iteration 74Q: 3 clusters Score -7068824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7068818.000000 Penalty: 5230.188965
	Iteration 75Q: 3 clusters Score -7068818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7068815.500000 Penalty: 5230.188965
	Iteration 76Q: 3 clusters Score -7068816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7068819.500000 Penalty: 5230.188965
	Iteration 77Q: 3 clusters Score -7068820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7068807.000000 Penalty: 5230.188965
	Iteration 78Q: 3 clusters Score -7068807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7068813.000000 Penalty: 5230.188965
	Iteration 79Q: 3 clusters Score -7068813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7068815.000000 Penalty: 5230.188965
	Iteration 80F: 3 clusters Score -7068815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7068805.000000 Penalty: 5230.188965
	Iteration 81Q: 3 clusters Score -7068805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -7068809.500000 Penalty: 5230.188965
	Iteration 82Q: 3 clusters Score -7068810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7068815.500000 Penalty: 5230.188965
	Iteration 83Q: 3 clusters Score -7068816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -7068816.000000 Penalty: 5230.188965
	Iteration 84Q: 3 clusters Score -7068816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7068820.000000 Penalty: 5230.188965
	Iteration 85Q: 3 clusters Score -7068820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7068818.000000 Penalty: 5230.188965
	Iteration 86Q: 3 clusters Score -7068818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7068817.000000 Penalty: 5230.188965
	Iteration 87Q: 3 clusters Score -7068817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7068821.000000 Penalty: 5230.188965
	Iteration 88Q: 3 clusters Score -7068821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7068813.000000 Penalty: 5230.188965
	Iteration 89Q: 3 clusters Score -7068813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7068803.500000 Penalty: 5230.188965
	Iteration 90Q: 3 clusters Score -7068804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7068813.500000 Penalty: 5230.188965
	Iteration 91Q: 3 clusters Score -7068814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7068827.000000 Penalty: 5230.188965
	Iteration 92Q: 3 clusters Score -7068827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -7068828.500000 Penalty: 5230.188965
	Iteration 93Q: 3 clusters Score -7068828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7068836.000000 Penalty: 5230.188965
	Iteration 94Q: 3 clusters Score -7068836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7068830.500000 Penalty: 5230.188965
	Iteration 95Q: 3 clusters Score -7068830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -7068830.000000 Penalty: 5230.188965
	Iteration 96Q: 3 clusters Score -7068830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7068834.500000 Penalty: 5230.188965
	Iteration 97Q: 3 clusters Score -7068834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7068845.500000 Penalty: 5230.188965
	Iteration 98Q: 3 clusters Score -7068846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7068840.000000 Penalty: 5230.188965
	Iteration 99Q: 3 clusters Score -7068840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7068843.500000 Penalty: 5230.188965
	Iteration 100F: 3 clusters Score -7068844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7068840.000000 Penalty: 5230.188965
	Iteration 101Q: 3 clusters Score -7068840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7068854.000000 Penalty: 5230.188965
	Iteration 102Q: 3 clusters Score -7068854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7068843.500000 Penalty: 5230.188965
	Iteration 103Q: 3 clusters Score -7068844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7068843.000000 Penalty: 5230.188965
	Iteration 104Q: 3 clusters Score -7068843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7068840.500000 Penalty: 5230.188965
	Iteration 105Q: 3 clusters Score -7068840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7068845.000000 Penalty: 5230.188965
	Iteration 106Q: 3 clusters Score -7068845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7068846.000000 Penalty: 5230.188965
	Iteration 107Q: 3 clusters Score -7068846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7068848.500000 Penalty: 5230.188965
	Iteration 108Q: 3 clusters Score -7068848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7068846.500000 Penalty: 5230.188965
	Iteration 109Q: 3 clusters Score -7068846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7068855.500000 Penalty: 5230.188965
	Iteration 110Q: 3 clusters Score -7068856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7068845.500000 Penalty: 5230.188965
	Iteration 111Q: 3 clusters Score -7068846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7068843.000000 Penalty: 5230.188965
	Iteration 112Q: 3 clusters Score -7068843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7068853.500000 Penalty: 5230.188965
	Iteration 113Q: 3 clusters Score -7068854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7068856.000000 Penalty: 5230.188965
	Iteration 114Q: 3 clusters Score -7068856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7068845.500000 Penalty: 5230.188965
	Iteration 115Q: 3 clusters Score -7068846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7068851.000000 Penalty: 5230.188965
	Iteration 116Q: 3 clusters Score -7068851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7068849.500000 Penalty: 5230.188965
	Iteration 117Q: 3 clusters Score -7068850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7068852.500000 Penalty: 5230.188965
	Iteration 118Q: 3 clusters Score -7068852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7068849.500000 Penalty: 5230.188965
	Iteration 119Q: 3 clusters Score -7068850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7068849.500000 Penalty: 5230.188965
	Iteration 120F: 3 clusters Score -7068850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -145304.953125 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -145305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -143593.437500 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -143593.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -144078.718750 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -144078.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -144440.531250 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -144440.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144579.484375 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -144579.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144725.421875 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -144725.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -144932.671875 Penalty: 3343.883545
	Iteration 5F: 3 clusters Score -144932.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145126.515625 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -145126.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -145242.859375 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -145242.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -145286.578125 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -145286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -145316.171875 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -145316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145323.531250 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -145323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145323.531250 Penalty: 3343.883545
	Iteration 11F: 3 clusters Score -145323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46972 members 
Mstep: Class 7 contains 37730 members 
Mstep: Class 8 contains 45345 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 33572 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 32794 members 
Mstep: Class 14 contains 30178 members 
Mstep: Class 15 contains 37977 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48182 members 
Mstep: Class 19 contains 27925 members 
Mstep: Class 20 contains 42245 members 
Mstep: Class 21 contains 54721 members 
Mstep: Class 22 contains 48110 members 
Mstep: Class 23 contains 46936 members 
Mstep: Class 24 contains 58728 members 
Mstep: Class 25 contains 574 members 
Entering Unmasked Estep 
Score: -110153208.000000 Penalty: 82516.046875
Splitting cluster 16 changes total score from -110155192.000000 to -110153208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -99154.531250 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -99154.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97504.742188 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -97504.74 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97777.109375 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -97777.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -97908.953125 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -97908.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -98066.484375 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -98066.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -98196.812500 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -98196.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -98303.562500 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -98303.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98390.132812 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -98390.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -98438.000000 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -98438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -98459.093750 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98459.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98464.609375 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98464.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -98478.898438 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -98490.789062 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98490.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -98491.625000 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -98491.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -98491.625000 Penalty: 3225.383789
	Iteration 13F: 3 clusters Score -98491.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Entering Unmasked Estep 
Score: -9007656.000000 Penalty: 2674.119629
	Iteration 0F: 2 clusters Score -9007656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -8977010.000000 Penalty: 5348.239258
	Iteration 0F: 3 clusters Score -8977010 nChanged 22187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -8989289.000000 Penalty: 5348.239258
	Iteration 1F: 3 clusters Score -8989289 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -8989722.000000 Penalty: 5348.239258
	Iteration 2Q: 3 clusters Score -8989722 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8990154.000000 Penalty: 5348.239258
	Iteration 3Q: 3 clusters Score -8990154 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -8990582.000000 Penalty: 5348.239258
	Iteration 4Q: 3 clusters Score -8990582 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -8991061.000000 Penalty: 5348.239258
	Iteration 5Q: 3 clusters Score -8991061 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -8991777.000000 Penalty: 5348.239258
	Iteration 6Q: 3 clusters Score -8991777 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -8992962.000000 Penalty: 5348.239258
	Iteration 7Q: 3 clusters Score -8992962 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -8994957.000000 Penalty: 5348.239258
	Iteration 8F: 3 clusters Score -8994957 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -8997765.000000 Penalty: 5348.239258
	Iteration 9F: 3 clusters Score -8997765 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -9000860.000000 Penalty: 5348.239258
	Iteration 10F: 3 clusters Score -9000860 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -9003328.000000 Penalty: 5348.239258
	Iteration 11F: 3 clusters Score -9003328 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9004480.000000 Penalty: 5348.239258
	Iteration 12Q: 3 clusters Score -9004480 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9004962.000000 Penalty: 5348.239258
	Iteration 13Q: 3 clusters Score -9004962 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9005188.000000 Penalty: 5348.239258
	Iteration 14Q: 3 clusters Score -9005188 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9005306.000000 Penalty: 5348.239258
	Iteration 15Q: 3 clusters Score -9005306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9005367.000000 Penalty: 5348.239258
	Iteration 16Q: 3 clusters Score -9005367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9005392.000000 Penalty: 5348.239258
	Iteration 17Q: 3 clusters Score -9005392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9005399.000000 Penalty: 5348.239258
	Iteration 18Q: 3 clusters Score -9005399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9005415.000000 Penalty: 5348.239258
	Iteration 19Q: 3 clusters Score -9005415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9005424.000000 Penalty: 5348.239258
	Iteration 20F: 3 clusters Score -9005424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9005428.000000 Penalty: 5348.239258
	Iteration 21Q: 3 clusters Score -9005428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9005429.000000 Penalty: 5348.239258
	Iteration 22Q: 3 clusters Score -9005429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9005428.000000 Penalty: 5348.239258
	Iteration 23Q: 3 clusters Score -9005428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9005428.000000 Penalty: 5348.239258
	Iteration 24F: 3 clusters Score -9005428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Entering Unmasked Estep 
Score: -5207174.000000 Penalty: 2538.844971
	Iteration 0F: 2 clusters Score -5207174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -5188008.000000 Penalty: 5077.689941
	Iteration 0F: 3 clusters Score -5188008 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -5194957.500000 Penalty: 5077.689941
	Iteration 1F: 3 clusters Score -5194958 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -5195586.500000 Penalty: 5077.689941
	Iteration 2F: 3 clusters Score -5195586 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -5196225.500000 Penalty: 5077.689941
	Iteration 3Q: 3 clusters Score -5196226 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -5196937.500000 Penalty: 5077.689941
	Iteration 4Q: 3 clusters Score -5196938 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -5197738.500000 Penalty: 5077.689941
	Iteration 5Q: 3 clusters Score -5197738 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -5198613.500000 Penalty: 5077.689941
	Iteration 6F: 3 clusters Score -5198614 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5199672.500000 Penalty: 5077.689941
	Iteration 7F: 3 clusters Score -5199672 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -5200787.500000 Penalty: 5077.689941
	Iteration 8F: 3 clusters Score -5200788 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -5201751.500000 Penalty: 5077.689941
	Iteration 9F: 3 clusters Score -5201752 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -5202369.000000 Penalty: 5077.689941
	Iteration 10Q: 3 clusters Score -5202369 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -5202723.500000 Penalty: 5077.689941
	Iteration 11Q: 3 clusters Score -5202724 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -5202927.500000 Penalty: 5077.689941
	Iteration 12Q: 3 clusters Score -5202928 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -5203029.000000 Penalty: 5077.689941
	Iteration 13Q: 3 clusters Score -5203029 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -5203139.000000 Penalty: 5077.689941
	Iteration 14Q: 3 clusters Score -5203139 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -5203216.000000 Penalty: 5077.689941
	Iteration 15Q: 3 clusters Score -5203216 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -5203259.000000 Penalty: 5077.689941
	Iteration 16Q: 3 clusters Score -5203259 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -5203294.000000 Penalty: 5077.689941
	Iteration 17Q: 3 clusters Score -5203294 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -5203326.000000 Penalty: 5077.689941
	Iteration 18Q: 3 clusters Score -5203326 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -5203371.500000 Penalty: 5077.689941
	Iteration 19Q: 3 clusters Score -5203372 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -5203425.000000 Penalty: 5077.689941
	Iteration 20F: 3 clusters Score -5203425 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -5203452.000000 Penalty: 5077.689941
	Iteration 21Q: 3 clusters Score -5203452 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -5203476.500000 Penalty: 5077.689941
	Iteration 22Q: 3 clusters Score -5203476 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5203519.500000 Penalty: 5077.689941
	Iteration 23Q: 3 clusters Score -5203520 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5203556.000000 Penalty: 5077.689941
	Iteration 24Q: 3 clusters Score -5203556 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -5203588.000000 Penalty: 5077.689941
	Iteration 25Q: 3 clusters Score -5203588 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -5203617.500000 Penalty: 5077.689941
	Iteration 26Q: 3 clusters Score -5203618 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -5203641.500000 Penalty: 5077.689941
	Iteration 27Q: 3 clusters Score -5203642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -5203636.500000 Penalty: 5077.689941
	Iteration 28Q: 3 clusters Score -5203636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -5203660.000000 Penalty: 5077.689941
	Iteration 29Q: 3 clusters Score -5203660 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -5203653.000000 Penalty: 5077.689941
	Iteration 30Q: 3 clusters Score -5203653 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -5203677.500000 Penalty: 5077.689941
	Iteration 31Q: 3 clusters Score -5203678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -5203702.000000 Penalty: 5077.689941
	Iteration 32Q: 3 clusters Score -5203702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -5203688.000000 Penalty: 5077.689941
	Iteration 33Q: 3 clusters Score -5203688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -5203695.500000 Penalty: 5077.689941
	Iteration 34Q: 3 clusters Score -5203696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -5203708.500000 Penalty: 5077.689941
	Iteration 35Q: 3 clusters Score -5203708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -5203729.000000 Penalty: 5077.689941
	Iteration 36Q: 3 clusters Score -5203729 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -5203741.500000 Penalty: 5077.689941
	Iteration 37Q: 3 clusters Score -5203742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -5203731.000000 Penalty: 5077.689941
	Iteration 38Q: 3 clusters Score -5203731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -5203734.000000 Penalty: 5077.689941
	Iteration 39Q: 3 clusters Score -5203734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -5203728.500000 Penalty: 5077.689941
	Iteration 40F: 3 clusters Score -5203728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -5203761.500000 Penalty: 5077.689941
	Iteration 41Q: 3 clusters Score -5203762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -5203790.000000 Penalty: 5077.689941
	Iteration 42Q: 3 clusters Score -5203790 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -5203787.500000 Penalty: 5077.689941
	Iteration 43Q: 3 clusters Score -5203788 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -5203808.500000 Penalty: 5077.689941
	Iteration 44Q: 3 clusters Score -5203808 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -5203825.500000 Penalty: 5077.689941
	Iteration 45Q: 3 clusters Score -5203826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5203849 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5203860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5203876 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -5203903.500000 Penalty: 5077.689941
	Iteration 49Q: 3 clusters Score -5203904 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -5203921.500000 Penalty: 5077.689941
	Iteration 50Q: 3 clusters Score -5203922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5203927 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5203950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5203969 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -5204005.500000 Penalty: 5077.689941
	Iteration 54Q: 3 clusters Score -5204006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5204017 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -5204040.500000 Penalty: 5077.689941
	Iteration 56Q: 3 clusters Score -5204040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5204064 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5204081 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5204097 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -5204100.500000 Penalty: 5077.689941
	Iteration 60F: 3 clusters Score -5204100 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -5204109.000000 Penalty: 5077.689941
	Iteration 61Q: 3 clusters Score -5204109 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -5204118.500000 Penalty: 5077.689941
	Iteration 62Q: 3 clusters Score -5204118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -5204135.500000 Penalty: 5077.689941
	Iteration 63Q: 3 clusters Score -5204136 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5204135 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -5204155.500000 Penalty: 5077.689941
	Iteration 65Q: 3 clusters Score -5204156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -5204174.500000 Penalty: 5077.689941
	Iteration 66Q: 3 clusters Score -5204174 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -5204197.000000 Penalty: 5077.689941
	Iteration 67Q: 3 clusters Score -5204197 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -5204217.000000 Penalty: 5077.689941
	Iteration 68Q: 3 clusters Score -5204217 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -5204242.000000 Penalty: 5077.689941
	Iteration 69Q: 3 clusters Score -5204242 nChanged 119
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Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -5204257.500000 Penalty: 5077.689941
	Iteration 70Q: 3 clusters Score -5204258 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5204288 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5204310 nChanged 117
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Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5204334 nChanged 133
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Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5204370 nChanged 142
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Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5204408 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5204437 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5204458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5204482 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5204494 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5204542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5204575 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5204577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5204594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5204610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -5204643.500000 Penalty: 5077.689941
	Iteration 85Q: 3 clusters Score -5204644 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5204664 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -5204681.500000 Penalty: 5077.689941
	Iteration 87Q: 3 clusters Score -5204682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5204688 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5204708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5204726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5204737 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -5204755.500000 Penalty: 5077.689941
	Iteration 92Q: 3 clusters Score -5204756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5204774 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -5204778.000000 Penalty: 5077.689941
	Iteration 94Q: 3 clusters Score -5204778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -5204804.500000 Penalty: 5077.689941
	Iteration 95Q: 3 clusters Score -5204804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -5204811.500000 Penalty: 5077.689941
	Iteration 96Q: 3 clusters Score -5204812 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5204812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5204841 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5204862 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5204861 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -5204886.500000 Penalty: 5077.689941
	Iteration 101Q: 3 clusters Score -5204886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -5204892.500000 Penalty: 5077.689941
	Iteration 102Q: 3 clusters Score -5204892 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5204892 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5204901.000000 Penalty: 5077.689941
	Iteration 104Q: 3 clusters Score -5204901 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5204922 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5204926 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5204937 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5204936 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5204941 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5204953.500000 Penalty: 5077.689941
	Iteration 110Q: 3 clusters Score -5204954 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5204965.500000 Penalty: 5077.689941
	Iteration 111Q: 3 clusters Score -5204966 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23561 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5204966 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5204964 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -5204969.500000 Penalty: 5077.689941
	Iteration 114Q: 3 clusters Score -5204970 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -5204983.500000 Penalty: 5077.689941
	Iteration 115Q: 3 clusters Score -5204984 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5204997 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5204993.000000 Penalty: 5077.689941
	Iteration 117Q: 3 clusters Score -5204993 nChanged 30
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Mstep: Class 1 contains 23732 members 
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Entering Unmasked Estep 
Score: -5205007.500000 Penalty: 5077.689941
	Iteration 118Q: 3 clusters Score -5205008 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -5205011.000000 Penalty: 5077.689941
	Iteration 119Q: 3 clusters Score -5205011 nChanged 28
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Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5205006 nChanged 21
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Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5205010 nChanged 24
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Mstep: Class 1 contains 23829 members 
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Entering Unmasked Estep 
Score: -5205014.500000 Penalty: 5077.689941
	Iteration 122Q: 3 clusters Score -5205014 nChanged 27
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Mstep: Class 1 contains 23856 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5205014 nChanged 34
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Mstep: Class 1 contains 23890 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5205008 nChanged 36
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Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5205019.000000 Penalty: 5077.689941
	Iteration 125Q: 3 clusters Score -5205019 nChanged 32
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Mstep: Class 1 contains 23956 members 
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Entering Unmasked Estep 
Score: -5205036.500000 Penalty: 5077.689941
	Iteration 126Q: 3 clusters Score -5205036 nChanged 38
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Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5205034 nChanged 35
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Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5205045 nChanged 38
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Mstep: Class 1 contains 24067 members 
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Entering Unmasked Estep 
Score: -5205052.500000 Penalty: 5077.689941
	Iteration 129Q: 3 clusters Score -5205052 nChanged 54
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Mstep: Class 1 contains 24119 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5205063 nChanged 39
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Mstep: Class 1 contains 24156 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5205062 nChanged 36
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5205067 nChanged 30
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Mstep: Class 1 contains 24222 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5205082 nChanged 35
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Mstep: Class 1 contains 24257 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5205088 nChanged 26
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Mstep: Class 1 contains 24283 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5205084 nChanged 31
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5205085 nChanged 35
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Entering Unmasked Estep 
Score: -5205093.000000 Penalty: 5077.689941
	Iteration 137Q: 3 clusters Score -5205093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5205102.000000 Penalty: 5077.689941
	Iteration 138Q: 3 clusters Score -5205102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5205115.000000 Penalty: 5077.689941
	Iteration 139Q: 3 clusters Score -5205115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -5205114.500000 Penalty: 5077.689941
	Iteration 140F: 3 clusters Score -5205114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5205122.500000 Penalty: 5077.689941
	Iteration 141Q: 3 clusters Score -5205122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -5205129.000000 Penalty: 5077.689941
	Iteration 142Q: 3 clusters Score -5205129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -5205145.500000 Penalty: 5077.689941
	Iteration 143Q: 3 clusters Score -5205146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5205154.000000 Penalty: 5077.689941
	Iteration 144Q: 3 clusters Score -5205154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5205172.500000 Penalty: 5077.689941
	Iteration 145Q: 3 clusters Score -5205172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5205168.500000 Penalty: 5077.689941
	Iteration 146Q: 3 clusters Score -5205168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5205164.500000 Penalty: 5077.689941
	Iteration 147Q: 3 clusters Score -5205164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -5205175.500000 Penalty: 5077.689941
	Iteration 148Q: 3 clusters Score -5205176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -5205177.500000 Penalty: 5077.689941
	Iteration 149Q: 3 clusters Score -5205178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5205182.000000 Penalty: 5077.689941
	Iteration 150Q: 3 clusters Score -5205182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5205181.500000 Penalty: 5077.689941
	Iteration 151Q: 3 clusters Score -5205182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5205194.500000 Penalty: 5077.689941
	Iteration 152Q: 3 clusters Score -5205194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -5205190.000000 Penalty: 5077.689941
	Iteration 153Q: 3 clusters Score -5205190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5205192.000000 Penalty: 5077.689941
	Iteration 154Q: 3 clusters Score -5205192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5205195.500000 Penalty: 5077.689941
	Iteration 155Q: 3 clusters Score -5205196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -5205196.500000 Penalty: 5077.689941
	Iteration 156Q: 3 clusters Score -5205196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5205195.500000 Penalty: 5077.689941
	Iteration 157Q: 3 clusters Score -5205196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5205203.000000 Penalty: 5077.689941
	Iteration 158Q: 3 clusters Score -5205203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5205206.000000 Penalty: 5077.689941
	Iteration 159Q: 3 clusters Score -5205206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5205204.500000 Penalty: 5077.689941
	Iteration 160F: 3 clusters Score -5205204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5205203.500000 Penalty: 5077.689941
	Iteration 161Q: 3 clusters Score -5205204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5205204.000000 Penalty: 5077.689941
	Iteration 162Q: 3 clusters Score -5205204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5205209.500000 Penalty: 5077.689941
	Iteration 163Q: 3 clusters Score -5205210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5205208.500000 Penalty: 5077.689941
	Iteration 164Q: 3 clusters Score -5205208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5205202.500000 Penalty: 5077.689941
	Iteration 165Q: 3 clusters Score -5205202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -5205208.000000 Penalty: 5077.689941
	Iteration 166Q: 3 clusters Score -5205208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5205215.500000 Penalty: 5077.689941
	Iteration 167Q: 3 clusters Score -5205216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5205220.500000 Penalty: 5077.689941
	Iteration 168Q: 3 clusters Score -5205220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5205223.500000 Penalty: 5077.689941
	Iteration 169Q: 3 clusters Score -5205224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5205227.500000 Penalty: 5077.689941
	Iteration 170Q: 3 clusters Score -5205228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5205231.500000 Penalty: 5077.689941
	Iteration 171Q: 3 clusters Score -5205232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5205235.500000 Penalty: 5077.689941
	Iteration 172Q: 3 clusters Score -5205236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5205236.000000 Penalty: 5077.689941
	Iteration 173Q: 3 clusters Score -5205236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5205236.500000 Penalty: 5077.689941
	Iteration 174Q: 3 clusters Score -5205236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5205236.500000 Penalty: 5077.689941
	Iteration 175Q: 3 clusters Score -5205236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5205234.000000 Penalty: 5077.689941
	Iteration 176Q: 3 clusters Score -5205234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5205231.000000 Penalty: 5077.689941
	Iteration 177Q: 3 clusters Score -5205231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5205232.000000 Penalty: 5077.689941
	Iteration 178Q: 3 clusters Score -5205232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5205228.000000 Penalty: 5077.689941
	Iteration 179Q: 3 clusters Score -5205228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5205228.000000 Penalty: 5077.689941
	Iteration 180F: 3 clusters Score -5205228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Entering Unmasked Estep 
Score: -7802565.000000 Penalty: 2641.507812
	Iteration 0F: 2 clusters Score -7802565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -7774081.000000 Penalty: 5283.015625
	Iteration 0F: 3 clusters Score -7774081 nChanged 19445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -7784935.000000 Penalty: 5283.015625
	Iteration 1F: 3 clusters Score -7784935 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -7785638.000000 Penalty: 5283.015625
	Iteration 2Q: 3 clusters Score -7785638 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -7786332.000000 Penalty: 5283.015625
	Iteration 3Q: 3 clusters Score -7786332 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -7787311.500000 Penalty: 5283.015625
	Iteration 4Q: 3 clusters Score -7787312 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -7788745.000000 Penalty: 5283.015625
	Iteration 5F: 3 clusters Score -7788745 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -7790648.000000 Penalty: 5283.015625
	Iteration 6F: 3 clusters Score -7790648 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -7792863.500000 Penalty: 5283.015625
	Iteration 7F: 3 clusters Score -7792864 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -7795168.500000 Penalty: 5283.015625
	Iteration 8F: 3 clusters Score -7795168 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -7797289.500000 Penalty: 5283.015625
	Iteration 9F: 3 clusters Score -7797290 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -7798823.000000 Penalty: 5283.015625
	Iteration 10Q: 3 clusters Score -7798823 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -7799573.000000 Penalty: 5283.015625
	Iteration 11Q: 3 clusters Score -7799573 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -7799834.000000 Penalty: 5283.015625
	Iteration 12Q: 3 clusters Score -7799834 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -7799974.500000 Penalty: 5283.015625
	Iteration 13Q: 3 clusters Score -7799974 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -7800065.500000 Penalty: 5283.015625
	Iteration 14Q: 3 clusters Score -7800066 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -7800122.000000 Penalty: 5283.015625
	Iteration 15Q: 3 clusters Score -7800122 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -7800201.500000 Penalty: 5283.015625
	Iteration 16Q: 3 clusters Score -7800202 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -7800244.500000 Penalty: 5283.015625
	Iteration 17Q: 3 clusters Score -7800244 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -7800297.500000 Penalty: 5283.015625
	Iteration 18Q: 3 clusters Score -7800298 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -7800355.000000 Penalty: 5283.015625
	Iteration 19Q: 3 clusters Score -7800355 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -7800381.500000 Penalty: 5283.015625
	Iteration 20F: 3 clusters Score -7800382 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -7800449.000000 Penalty: 5283.015625
	Iteration 21Q: 3 clusters Score -7800449 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -7800469.500000 Penalty: 5283.015625
	Iteration 22Q: 3 clusters Score -7800470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -7800489.000000 Penalty: 5283.015625
	Iteration 23Q: 3 clusters Score -7800489 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -7800510.000000 Penalty: 5283.015625
	Iteration 24Q: 3 clusters Score -7800510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -7800506.000000 Penalty: 5283.015625
	Iteration 25Q: 3 clusters Score -7800506 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -7800509.500000 Penalty: 5283.015625
	Iteration 26Q: 3 clusters Score -7800510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -7800525.500000 Penalty: 5283.015625
	Iteration 27Q: 3 clusters Score -7800526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -7800524.500000 Penalty: 5283.015625
	Iteration 28Q: 3 clusters Score -7800524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -7800535.000000 Penalty: 5283.015625
	Iteration 29Q: 3 clusters Score -7800535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -7800545.000000 Penalty: 5283.015625
	Iteration 30Q: 3 clusters Score -7800545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -7800560.500000 Penalty: 5283.015625
	Iteration 31Q: 3 clusters Score -7800560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -7800555.000000 Penalty: 5283.015625
	Iteration 32Q: 3 clusters Score -7800555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -7800558.000000 Penalty: 5283.015625
	Iteration 33Q: 3 clusters Score -7800558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -7800573.500000 Penalty: 5283.015625
	Iteration 34Q: 3 clusters Score -7800574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -7800580.000000 Penalty: 5283.015625
	Iteration 35Q: 3 clusters Score -7800580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -7800575.500000 Penalty: 5283.015625
	Iteration 36Q: 3 clusters Score -7800576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7800573.000000 Penalty: 5283.015625
	Iteration 37Q: 3 clusters Score -7800573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -7800590.500000 Penalty: 5283.015625
	Iteration 38Q: 3 clusters Score -7800590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -7800606.500000 Penalty: 5283.015625
	Iteration 39Q: 3 clusters Score -7800606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -7800614.000000 Penalty: 5283.015625
	Iteration 40F: 3 clusters Score -7800614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -7800630.500000 Penalty: 5283.015625
	Iteration 41Q: 3 clusters Score -7800630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -7800637.000000 Penalty: 5283.015625
	Iteration 42Q: 3 clusters Score -7800637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -7800628.500000 Penalty: 5283.015625
	Iteration 43Q: 3 clusters Score -7800628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -7800625.000000 Penalty: 5283.015625
	Iteration 44Q: 3 clusters Score -7800625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -7800615.000000 Penalty: 5283.015625
	Iteration 45Q: 3 clusters Score -7800615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -7800617.000000 Penalty: 5283.015625
	Iteration 46Q: 3 clusters Score -7800617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -7800622.500000 Penalty: 5283.015625
	Iteration 47Q: 3 clusters Score -7800622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -7800624.500000 Penalty: 5283.015625
	Iteration 48Q: 3 clusters Score -7800624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -7800622.000000 Penalty: 5283.015625
	Iteration 49Q: 3 clusters Score -7800622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -7800630.000000 Penalty: 5283.015625
	Iteration 50Q: 3 clusters Score -7800630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -7800630.500000 Penalty: 5283.015625
	Iteration 51Q: 3 clusters Score -7800630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -7800635.000000 Penalty: 5283.015625
	Iteration 52Q: 3 clusters Score -7800635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -7800636.500000 Penalty: 5283.015625
	Iteration 53Q: 3 clusters Score -7800636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -7800631.500000 Penalty: 5283.015625
	Iteration 54Q: 3 clusters Score -7800632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -7800633.000000 Penalty: 5283.015625
	Iteration 55Q: 3 clusters Score -7800633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -7800643.500000 Penalty: 5283.015625
	Iteration 56Q: 3 clusters Score -7800644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -7800635.500000 Penalty: 5283.015625
	Iteration 57Q: 3 clusters Score -7800636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -7800636.000000 Penalty: 5283.015625
	Iteration 58Q: 3 clusters Score -7800636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -7800638.000000 Penalty: 5283.015625
	Iteration 59Q: 3 clusters Score -7800638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -7800641.000000 Penalty: 5283.015625
	Iteration 60F: 3 clusters Score -7800641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -7800642.000000 Penalty: 5283.015625
	Iteration 61Q: 3 clusters Score -7800642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -7800647.500000 Penalty: 5283.015625
	Iteration 62Q: 3 clusters Score -7800648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -7800648.500000 Penalty: 5283.015625
	Iteration 63Q: 3 clusters Score -7800648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -7800647.000000 Penalty: 5283.015625
	Iteration 64Q: 3 clusters Score -7800647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -7800643.500000 Penalty: 5283.015625
	Iteration 65Q: 3 clusters Score -7800644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -7800657.000000 Penalty: 5283.015625
	Iteration 66Q: 3 clusters Score -7800657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -7800676.000000 Penalty: 5283.015625
	Iteration 67Q: 3 clusters Score -7800676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -7800687.000000 Penalty: 5283.015625
	Iteration 68Q: 3 clusters Score -7800687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -7800684.000000 Penalty: 5283.015625
	Iteration 69Q: 3 clusters Score -7800684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -7800684.500000 Penalty: 5283.015625
	Iteration 70Q: 3 clusters Score -7800684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -7800699.500000 Penalty: 5283.015625
	Iteration 71Q: 3 clusters Score -7800700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -7800700.500000 Penalty: 5283.015625
	Iteration 72Q: 3 clusters Score -7800700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -7800700.500000 Penalty: 5283.015625
	Iteration 73Q: 3 clusters Score -7800700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -7800703.000000 Penalty: 5283.015625
	Iteration 74Q: 3 clusters Score -7800703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -7800709.000000 Penalty: 5283.015625
	Iteration 75Q: 3 clusters Score -7800709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -7800713.500000 Penalty: 5283.015625
	Iteration 76Q: 3 clusters Score -7800714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -7800714.500000 Penalty: 5283.015625
	Iteration 77Q: 3 clusters Score -7800714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -7800712.000000 Penalty: 5283.015625
	Iteration 78Q: 3 clusters Score -7800712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -7800719.000000 Penalty: 5283.015625
	Iteration 79Q: 3 clusters Score -7800719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -7800720.500000 Penalty: 5283.015625
	Iteration 80F: 3 clusters Score -7800720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -7800726.500000 Penalty: 5283.015625
	Iteration 81Q: 3 clusters Score -7800726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -7800726.500000 Penalty: 5283.015625
	Iteration 82F: 3 clusters Score -7800726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (54721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Entering Unmasked Estep 
Score: -10247566.000000 Penalty: 2705.680664
	Iteration 0F: 2 clusters Score -1.024757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -10216560.000000 Penalty: 5411.361328
	Iteration 0F: 3 clusters Score -1.021656e+07 nChanged 25405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -10230667.000000 Penalty: 5411.361328
	Iteration 1F: 3 clusters Score -1.023067e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -10231368.000000 Penalty: 5411.361328
	Iteration 2Q: 3 clusters Score -1.023137e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -10232143.000000 Penalty: 5411.361328
	Iteration 3Q: 3 clusters Score -1.023214e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -10232957.000000 Penalty: 5411.361328
	Iteration 4Q: 3 clusters Score -1.023296e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -10234125.000000 Penalty: 5411.361328
	Iteration 5Q: 3 clusters Score -1.023412e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -10235521.000000 Penalty: 5411.361328
	Iteration 6Q: 3 clusters Score -1.023552e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -10237251.000000 Penalty: 5411.361328
	Iteration 7F: 3 clusters Score -1.023725e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -10239377.000000 Penalty: 5411.361328
	Iteration 8F: 3 clusters Score -1.023938e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -10241417.000000 Penalty: 5411.361328
	Iteration 9F: 3 clusters Score -1.024142e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -10242989.000000 Penalty: 5411.361328
	Iteration 10Q: 3 clusters Score -1.024299e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -10243968.000000 Penalty: 5411.361328
	Iteration 11Q: 3 clusters Score -1.024397e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -10245067.000000 Penalty: 5411.361328
	Iteration 12Q: 3 clusters Score -1.024507e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -10245662.000000 Penalty: 5411.361328
	Iteration 13Q: 3 clusters Score -1.024566e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -10245767.000000 Penalty: 5411.361328
	Iteration 14Q: 3 clusters Score -1.024577e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -10245810.000000 Penalty: 5411.361328
	Iteration 15Q: 3 clusters Score -1.024581e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -10245732.000000 Penalty: 5411.361328
	Iteration 16Q: 3 clusters Score -1.024573e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -10245700.000000 Penalty: 5411.361328
	Iteration 17Q: 3 clusters Score -1.02457e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -10245674.000000 Penalty: 5411.361328
	Iteration 18Q: 3 clusters Score -1.024567e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -10245768.000000 Penalty: 5411.361328
	Iteration 19Q: 3 clusters Score -1.024577e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -10245832.000000 Penalty: 5411.361328
	Iteration 20F: 3 clusters Score -1.024583e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -10245837.000000 Penalty: 5411.361328
	Iteration 21Q: 3 clusters Score -1.024584e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -10245948.000000 Penalty: 5411.361328
	Iteration 22Q: 3 clusters Score -1.024595e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -10245988.000000 Penalty: 5411.361328
	Iteration 23Q: 3 clusters Score -1.024599e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -10245989.000000 Penalty: 5411.361328
	Iteration 24Q: 3 clusters Score -1.024599e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -10245977.000000 Penalty: 5411.361328
	Iteration 25Q: 3 clusters Score -1.024598e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -10245997.000000 Penalty: 5411.361328
	Iteration 26Q: 3 clusters Score -1.0246e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -10246000.000000 Penalty: 5411.361328
	Iteration 27Q: 3 clusters Score -1.0246e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -10245991.000000 Penalty: 5411.361328
	Iteration 28Q: 3 clusters Score -1.024599e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -10245991.000000 Penalty: 5411.361328
	Iteration 29Q: 3 clusters Score -1.024599e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -10246021.000000 Penalty: 5411.361328
	Iteration 30Q: 3 clusters Score -1.024602e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -10246067.000000 Penalty: 5411.361328
	Iteration 31Q: 3 clusters Score -1.024607e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10246070.000000 Penalty: 5411.361328
	Iteration 32Q: 3 clusters Score -1.024607e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -10246067.000000 Penalty: 5411.361328
	Iteration 33Q: 3 clusters Score -1.024607e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -10246068.000000 Penalty: 5411.361328
	Iteration 34Q: 3 clusters Score -1.024607e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10246071.000000 Penalty: 5411.361328
	Iteration 35Q: 3 clusters Score -1.024607e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -10246057.000000 Penalty: 5411.361328
	Iteration 36Q: 3 clusters Score -1.024606e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -10246070.000000 Penalty: 5411.361328
	Iteration 37Q: 3 clusters Score -1.024607e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -10246090.000000 Penalty: 5411.361328
	Iteration 38Q: 3 clusters Score -1.024609e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -10246096.000000 Penalty: 5411.361328
	Iteration 39Q: 3 clusters Score -1.02461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -10246093.000000 Penalty: 5411.361328
	Iteration 40F: 3 clusters Score -1.024609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -10246086.000000 Penalty: 5411.361328
	Iteration 41Q: 3 clusters Score -1.024609e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -10246104.000000 Penalty: 5411.361328
	Iteration 42Q: 3 clusters Score -1.02461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -10246107.000000 Penalty: 5411.361328
	Iteration 43Q: 3 clusters Score -1.024611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -10246112.000000 Penalty: 5411.361328
	Iteration 44Q: 3 clusters Score -1.024611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -10246106.000000 Penalty: 5411.361328
	Iteration 45Q: 3 clusters Score -1.024611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10246105.000000 Penalty: 5411.361328
	Iteration 46Q: 3 clusters Score -1.02461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -10246116.000000 Penalty: 5411.361328
	Iteration 47Q: 3 clusters Score -1.024612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -10246109.000000 Penalty: 5411.361328
	Iteration 48Q: 3 clusters Score -1.024611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -10246115.000000 Penalty: 5411.361328
	Iteration 49Q: 3 clusters Score -1.024612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10246107.000000 Penalty: 5411.361328
	Iteration 50Q: 3 clusters Score -1.024611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -10246091.000000 Penalty: 5411.361328
	Iteration 51Q: 3 clusters Score -1.024609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10246101.000000 Penalty: 5411.361328
	Iteration 52Q: 3 clusters Score -1.02461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -10246087.000000 Penalty: 5411.361328
	Iteration 53Q: 3 clusters Score -1.024609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -10246094.000000 Penalty: 5411.361328
	Iteration 54Q: 3 clusters Score -1.024609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -10246096.000000 Penalty: 5411.361328
	Iteration 55Q: 3 clusters Score -1.02461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -10246085.000000 Penalty: 5411.361328
	Iteration 56Q: 3 clusters Score -1.024608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -10246092.000000 Penalty: 5411.361328
	Iteration 57Q: 3 clusters Score -1.024609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -10246080.000000 Penalty: 5411.361328
	Iteration 58Q: 3 clusters Score -1.024608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -10246076.000000 Penalty: 5411.361328
	Iteration 59Q: 3 clusters Score -1.024608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -10246084.000000 Penalty: 5411.361328
	Iteration 60F: 3 clusters Score -1.024608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -10246084.000000 Penalty: 5411.361328
	Iteration 61Q: 3 clusters Score -1.024608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -10246079.000000 Penalty: 5411.361328
	Iteration 62Q: 3 clusters Score -1.024608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -10246080.000000 Penalty: 5411.361328
	Iteration 63Q: 3 clusters Score -1.024608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -10246080.000000 Penalty: 5411.361328
	Iteration 64Q: 3 clusters Score -1.024608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -10246085.000000 Penalty: 5411.361328
	Iteration 65Q: 3 clusters Score -1.024608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -10246089.000000 Penalty: 5411.361328
	Iteration 66Q: 3 clusters Score -1.024609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -10246086.000000 Penalty: 5411.361328
	Iteration 67Q: 3 clusters Score -1.024609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -10246080.000000 Penalty: 5411.361328
	Iteration 68Q: 3 clusters Score -1.024608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -10246091.000000 Penalty: 5411.361328
	Iteration 69Q: 3 clusters Score -1.024609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -10246086.000000 Penalty: 5411.361328
	Iteration 70Q: 3 clusters Score -1.024609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -10246091.000000 Penalty: 5411.361328
	Iteration 71Q: 3 clusters Score -1.024609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -10246077.000000 Penalty: 5411.361328
	Iteration 72Q: 3 clusters Score -1.024608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10246091.000000 Penalty: 5411.361328
	Iteration 73Q: 3 clusters Score -1.024609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -10246081.000000 Penalty: 5411.361328
	Iteration 74Q: 3 clusters Score -1.024608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -10246070.000000 Penalty: 5411.361328
	Iteration 75Q: 3 clusters Score -1.024607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10246076.000000 Penalty: 5411.361328
	Iteration 76Q: 3 clusters Score -1.024608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -10246069.000000 Penalty: 5411.361328
	Iteration 77Q: 3 clusters Score -1.024607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10246068.000000 Penalty: 5411.361328
	Iteration 78Q: 3 clusters Score -1.024607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -10246062.000000 Penalty: 5411.361328
	Iteration 79Q: 3 clusters Score -1.024606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -10246062.000000 Penalty: 5411.361328
	Iteration 80F: 3 clusters Score -1.024606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -10246062.000000 Penalty: 5411.361328
	Iteration 81Q: 3 clusters Score -1.024606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -10246076.000000 Penalty: 5411.361328
	Iteration 82Q: 3 clusters Score -1.024608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -10246061.000000 Penalty: 5411.361328
	Iteration 83Q: 3 clusters Score -1.024606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -10246056.000000 Penalty: 5411.361328
	Iteration 84Q: 3 clusters Score -1.024606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10246057.000000 Penalty: 5411.361328
	Iteration 85Q: 3 clusters Score -1.024606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -10246046.000000 Penalty: 5411.361328
	Iteration 86Q: 3 clusters Score -1.024605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10246058.000000 Penalty: 5411.361328
	Iteration 87Q: 3 clusters Score -1.024606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -10246054.000000 Penalty: 5411.361328
	Iteration 88Q: 3 clusters Score -1.024605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -10246055.000000 Penalty: 5411.361328
	Iteration 89Q: 3 clusters Score -1.024606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -10246049.000000 Penalty: 5411.361328
	Iteration 90Q: 3 clusters Score -1.024605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -10246045.000000 Penalty: 5411.361328
	Iteration 91Q: 3 clusters Score -1.024604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -10246050.000000 Penalty: 5411.361328
	Iteration 92Q: 3 clusters Score -1.024605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -10246046.000000 Penalty: 5411.361328
	Iteration 93Q: 3 clusters Score -1.024605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -10246052.000000 Penalty: 5411.361328
	Iteration 94Q: 3 clusters Score -1.024605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10246042.000000 Penalty: 5411.361328
	Iteration 95Q: 3 clusters Score -1.024604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10246043.000000 Penalty: 5411.361328
	Iteration 96Q: 3 clusters Score -1.024604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10246042.000000 Penalty: 5411.361328
	Iteration 97Q: 3 clusters Score -1.024604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -10246043.000000 Penalty: 5411.361328
	Iteration 98Q: 3 clusters Score -1.024604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10246044.000000 Penalty: 5411.361328
	Iteration 99Q: 3 clusters Score -1.024604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10246044.000000 Penalty: 5411.361328
	Iteration 100F: 3 clusters Score -1.024604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Entering Unmasked Estep 
Score: -9039715.000000 Penalty: 2673.748779
	Iteration 0F: 2 clusters Score -9039715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -9009452.000000 Penalty: 5347.497559
	Iteration 0F: 3 clusters Score -9009452 nChanged 22274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -9022012.000000 Penalty: 5347.497559
	Iteration 1F: 3 clusters Score -9022012 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -9022657.000000 Penalty: 5347.497559
	Iteration 2Q: 3 clusters Score -9022657 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -9023413.000000 Penalty: 5347.497559
	Iteration 3Q: 3 clusters Score -9023413 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -9024366.000000 Penalty: 5347.497559
	Iteration 4Q: 3 clusters Score -9024366 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -9025713.000000 Penalty: 5347.497559
	Iteration 5Q: 3 clusters Score -9025713 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -9027690.000000 Penalty: 5347.497559
	Iteration 6F: 3 clusters Score -9027690 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -9030123.000000 Penalty: 5347.497559
	Iteration 7F: 3 clusters Score -9030123 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -9032676.000000 Penalty: 5347.497559
	Iteration 8F: 3 clusters Score -9032676 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -9034403.000000 Penalty: 5347.497559
	Iteration 9F: 3 clusters Score -9034403 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -9035244.000000 Penalty: 5347.497559
	Iteration 10Q: 3 clusters Score -9035244 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -9035801.000000 Penalty: 5347.497559
	Iteration 11Q: 3 clusters Score -9035801 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -9036255.000000 Penalty: 5347.497559
	Iteration 12Q: 3 clusters Score -9036255 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -9036614.000000 Penalty: 5347.497559
	Iteration 13Q: 3 clusters Score -9036614 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -9036875.000000 Penalty: 5347.497559
	Iteration 14Q: 3 clusters Score -9036875 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -9037061.000000 Penalty: 5347.497559
	Iteration 15Q: 3 clusters Score -9037061 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -9037225.000000 Penalty: 5347.497559
	Iteration 16Q: 3 clusters Score -9037225 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -9037345.000000 Penalty: 5347.497559
	Iteration 17Q: 3 clusters Score -9037345 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -9037381.000000 Penalty: 5347.497559
	Iteration 18Q: 3 clusters Score -9037381 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -9037461.000000 Penalty: 5347.497559
	Iteration 19Q: 3 clusters Score -9037461 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -9037481.000000 Penalty: 5347.497559
	Iteration 20F: 3 clusters Score -9037481 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -9037520.000000 Penalty: 5347.497559
	Iteration 21Q: 3 clusters Score -9037520 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -9037595.000000 Penalty: 5347.497559
	Iteration 22Q: 3 clusters Score -9037595 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -9037604.000000 Penalty: 5347.497559
	Iteration 23Q: 3 clusters Score -9037604 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -9037593.000000 Penalty: 5347.497559
	Iteration 24Q: 3 clusters Score -9037593 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -9037606.000000 Penalty: 5347.497559
	Iteration 25Q: 3 clusters Score -9037606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -9037586.000000 Penalty: 5347.497559
	Iteration 26Q: 3 clusters Score -9037586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -9037575.000000 Penalty: 5347.497559
	Iteration 27Q: 3 clusters Score -9037575 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -9037581.000000 Penalty: 5347.497559
	Iteration 28Q: 3 clusters Score -9037581 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -9037526.000000 Penalty: 5347.497559
	Iteration 29Q: 3 clusters Score -9037526 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -9037523.000000 Penalty: 5347.497559
	Iteration 30Q: 3 clusters Score -9037523 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -9037498.000000 Penalty: 5347.497559
	Iteration 31Q: 3 clusters Score -9037498 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -9037472.000000 Penalty: 5347.497559
	Iteration 32Q: 3 clusters Score -9037472 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -9037483.000000 Penalty: 5347.497559
	Iteration 33Q: 3 clusters Score -9037483 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -9037493.000000 Penalty: 5347.497559
	Iteration 34Q: 3 clusters Score -9037493 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -9037486.000000 Penalty: 5347.497559
	Iteration 35Q: 3 clusters Score -9037486 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -9037491.000000 Penalty: 5347.497559
	Iteration 36Q: 3 clusters Score -9037491 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -9037473.000000 Penalty: 5347.497559
	Iteration 37Q: 3 clusters Score -9037473 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -9037476.000000 Penalty: 5347.497559
	Iteration 38Q: 3 clusters Score -9037476 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -9037492.000000 Penalty: 5347.497559
	Iteration 39Q: 3 clusters Score -9037492 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -9037473.000000 Penalty: 5347.497559
	Iteration 40F: 3 clusters Score -9037473 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -9037493.000000 Penalty: 5347.497559
	Iteration 41Q: 3 clusters Score -9037493 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -9037478.000000 Penalty: 5347.497559
	Iteration 42Q: 3 clusters Score -9037478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -9037473.000000 Penalty: 5347.497559
	Iteration 43Q: 3 clusters Score -9037473 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9037466 nChanged 182
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Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30273 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9037481 nChanged 66
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Mstep: Class 1 contains 30211 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 17965 members 
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	Iteration 63Q: 3 clusters Score -9037487 nChanged 21
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Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30103 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30074 members 
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Mstep: Class 1 contains 30053 members 
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Mstep: Class 1 contains 30026 members 
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Mstep: Class 1 contains 29998 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29973 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29954 members 
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Mstep: Class 1 contains 29934 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29910 members 
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Mstep: Class 1 contains 29878 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29851 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29800 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29736 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9037433 nChanged 30
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Mstep: Class 1 contains 29615 members 
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Mstep: Class 1 contains 29567 members 
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Mstep: Class 1 contains 29525 members 
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Mstep: Class 1 contains 29481 members 
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Mstep: Class 1 contains 29430 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29381 members 
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Mstep: Class 1 contains 29320 members 
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Mstep: Class 1 contains 29254 members 
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Mstep: Class 1 contains 29198 members 
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Mstep: Class 1 contains 29091 members 
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	Iteration 94Q: 3 clusters Score -9037450 nChanged 53
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Mstep: Class 1 contains 29038 members 
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	Iteration 95Q: 3 clusters Score -9037451 nChanged 52
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Mstep: Class 1 contains 28986 members 
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	Iteration 96Q: 3 clusters Score -9037456 nChanged 44
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	Iteration 97Q: 3 clusters Score -9037456 nChanged 45
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	Iteration 100F: 3 clusters Score -9037452 nChanged 36
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	Iteration 101Q: 3 clusters Score -9037450 nChanged 58
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	Iteration 102Q: 3 clusters Score -9037442 nChanged 70
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	Iteration 103Q: 3 clusters Score -9037430 nChanged 47
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9037413 nChanged 41
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	Iteration 106Q: 3 clusters Score -9037406 nChanged 97
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	Iteration 107Q: 3 clusters Score -9037404 nChanged 54
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	Iteration 108Q: 3 clusters Score -9037402 nChanged 45
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	Iteration 111Q: 3 clusters Score -9037393 nChanged 36
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	Iteration 112Q: 3 clusters Score -9037398 nChanged 17
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	Iteration 113Q: 3 clusters Score -9037403 nChanged 8
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	Iteration 114Q: 3 clusters Score -9037393 nChanged 5
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	Iteration 115Q: 3 clusters Score -9037400 nChanged 5
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	Iteration 120F: 3 clusters Score -9037402 nChanged 14
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	Iteration 122Q: 3 clusters Score -9037393 nChanged 10
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	Iteration 124Q: 3 clusters Score -9037386 nChanged 4
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	Iteration 125Q: 3 clusters Score -9037389 nChanged 2
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	Iteration 134Q: 3 clusters Score -9037376 nChanged 13
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	Iteration 136Q: 3 clusters Score -9037371 nChanged 14
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Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -9037368.000000 Penalty: 5347.497559
	Iteration 137Q: 3 clusters Score -9037368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -9037368.000000 Penalty: 5347.497559
	Iteration 138Q: 3 clusters Score -9037368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -9037366.000000 Penalty: 5347.497559
	Iteration 139Q: 3 clusters Score -9037366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -9037376.000000 Penalty: 5347.497559
	Iteration 140F: 3 clusters Score -9037376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -9037397.000000 Penalty: 5347.497559
	Iteration 141Q: 3 clusters Score -9037397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -9037377.000000 Penalty: 5347.497559
	Iteration 142Q: 3 clusters Score -9037377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -9037369.000000 Penalty: 5347.497559
	Iteration 143Q: 3 clusters Score -9037369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -9037368.000000 Penalty: 5347.497559
	Iteration 144Q: 3 clusters Score -9037368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -9037362.000000 Penalty: 5347.497559
	Iteration 145Q: 3 clusters Score -9037362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -9037350.000000 Penalty: 5347.497559
	Iteration 146Q: 3 clusters Score -9037350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -9037341.000000 Penalty: 5347.497559
	Iteration 147Q: 3 clusters Score -9037341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -9037350.000000 Penalty: 5347.497559
	Iteration 148Q: 3 clusters Score -9037350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -9037333.000000 Penalty: 5347.497559
	Iteration 149Q: 3 clusters Score -9037333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -9037327.000000 Penalty: 5347.497559
	Iteration 150Q: 3 clusters Score -9037327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -9037320.000000 Penalty: 5347.497559
	Iteration 151Q: 3 clusters Score -9037320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -9037329.000000 Penalty: 5347.497559
	Iteration 152Q: 3 clusters Score -9037329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -9037322.000000 Penalty: 5347.497559
	Iteration 153Q: 3 clusters Score -9037322 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -9037316.000000 Penalty: 5347.497559
	Iteration 154Q: 3 clusters Score -9037316 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -9037293.000000 Penalty: 5347.497559
	Iteration 155Q: 3 clusters Score -9037293 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -9037310.000000 Penalty: 5347.497559
	Iteration 156Q: 3 clusters Score -9037310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -9037303.000000 Penalty: 5347.497559
	Iteration 157Q: 3 clusters Score -9037303 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -9037294.000000 Penalty: 5347.497559
	Iteration 158Q: 3 clusters Score -9037294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -9037297.000000 Penalty: 5347.497559
	Iteration 159Q: 3 clusters Score -9037297 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -9037315.000000 Penalty: 5347.497559
	Iteration 160F: 3 clusters Score -9037315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -9037316.000000 Penalty: 5347.497559
	Iteration 161Q: 3 clusters Score -9037316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -9037307.000000 Penalty: 5347.497559
	Iteration 162Q: 3 clusters Score -9037307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -9037309.000000 Penalty: 5347.497559
	Iteration 163Q: 3 clusters Score -9037309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -9037285.000000 Penalty: 5347.497559
	Iteration 164Q: 3 clusters Score -9037285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -9037281.000000 Penalty: 5347.497559
	Iteration 165Q: 3 clusters Score -9037281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -9037311.000000 Penalty: 5347.497559
	Iteration 166Q: 3 clusters Score -9037311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -9037311.000000 Penalty: 5347.497559
	Iteration 167Q: 3 clusters Score -9037311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -9037291.000000 Penalty: 5347.497559
	Iteration 168Q: 3 clusters Score -9037291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -9037304.000000 Penalty: 5347.497559
	Iteration 169Q: 3 clusters Score -9037304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -9037307.000000 Penalty: 5347.497559
	Iteration 170Q: 3 clusters Score -9037307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -9037299.000000 Penalty: 5347.497559
	Iteration 171Q: 3 clusters Score -9037299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -9037309.000000 Penalty: 5347.497559
	Iteration 172Q: 3 clusters Score -9037309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -9037297.000000 Penalty: 5347.497559
	Iteration 173Q: 3 clusters Score -9037297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -9037299.000000 Penalty: 5347.497559
	Iteration 174Q: 3 clusters Score -9037299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -9037305.000000 Penalty: 5347.497559
	Iteration 175Q: 3 clusters Score -9037305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -9037305.000000 Penalty: 5347.497559
	Iteration 176F: 3 clusters Score -9037305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Entering Unmasked Estep 
Score: -8760964.000000 Penalty: 2667.622070
	Iteration 0F: 2 clusters Score -8760964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -8730142.000000 Penalty: 5335.244141
	Iteration 0F: 3 clusters Score -8730142 nChanged 21597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -8742012.000000 Penalty: 5335.244141
	Iteration 1F: 3 clusters Score -8742012 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -8742572.000000 Penalty: 5335.244141
	Iteration 2Q: 3 clusters Score -8742572 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -8742979.000000 Penalty: 5335.244141
	Iteration 3Q: 3 clusters Score -8742979 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -8743474.000000 Penalty: 5335.244141
	Iteration 4Q: 3 clusters Score -8743474 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -8744077.000000 Penalty: 5335.244141
	Iteration 5Q: 3 clusters Score -8744077 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -8744840.000000 Penalty: 5335.244141
	Iteration 6Q: 3 clusters Score -8744840 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -8745984.000000 Penalty: 5335.244141
	Iteration 7Q: 3 clusters Score -8745984 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -8747575.000000 Penalty: 5335.244141
	Iteration 8F: 3 clusters Score -8747575 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -8749582.000000 Penalty: 5335.244141
	Iteration 9F: 3 clusters Score -8749582 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -8751866.000000 Penalty: 5335.244141
	Iteration 10F: 3 clusters Score -8751866 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -8753851.000000 Penalty: 5335.244141
	Iteration 11F: 3 clusters Score -8753851 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -8755426.000000 Penalty: 5335.244141
	Iteration 12Q: 3 clusters Score -8755426 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8756482.000000 Penalty: 5335.244141
	Iteration 13Q: 3 clusters Score -8756482 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8757226.000000 Penalty: 5335.244141
	Iteration 14Q: 3 clusters Score -8757226 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8757698.000000 Penalty: 5335.244141
	Iteration 15Q: 3 clusters Score -8757698 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8757971.000000 Penalty: 5335.244141
	Iteration 16Q: 3 clusters Score -8757971 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8758165.000000 Penalty: 5335.244141
	Iteration 17Q: 3 clusters Score -8758165 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8758307.000000 Penalty: 5335.244141
	Iteration 18Q: 3 clusters Score -8758307 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8758402.000000 Penalty: 5335.244141
	Iteration 19Q: 3 clusters Score -8758402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8758446.000000 Penalty: 5335.244141
	Iteration 20F: 3 clusters Score -8758446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8758494.000000 Penalty: 5335.244141
	Iteration 21Q: 3 clusters Score -8758494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8758516.000000 Penalty: 5335.244141
	Iteration 22Q: 3 clusters Score -8758516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8758546.000000 Penalty: 5335.244141
	Iteration 23Q: 3 clusters Score -8758546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8758574.000000 Penalty: 5335.244141
	Iteration 24Q: 3 clusters Score -8758574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8758589.000000 Penalty: 5335.244141
	Iteration 25Q: 3 clusters Score -8758589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8758587.000000 Penalty: 5335.244141
	Iteration 26Q: 3 clusters Score -8758587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8758593.000000 Penalty: 5335.244141
	Iteration 27Q: 3 clusters Score -8758593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8758611.000000 Penalty: 5335.244141
	Iteration 28Q: 3 clusters Score -8758611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8758630.000000 Penalty: 5335.244141
	Iteration 29Q: 3 clusters Score -8758630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8758642.000000 Penalty: 5335.244141
	Iteration 30Q: 3 clusters Score -8758642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8758647.000000 Penalty: 5335.244141
	Iteration 31Q: 3 clusters Score -8758647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8758654.000000 Penalty: 5335.244141
	Iteration 32Q: 3 clusters Score -8758654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8758647.000000 Penalty: 5335.244141
	Iteration 33Q: 3 clusters Score -8758647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8758650.000000 Penalty: 5335.244141
	Iteration 34Q: 3 clusters Score -8758650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8758668.000000 Penalty: 5335.244141
	Iteration 35Q: 3 clusters Score -8758668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8758666.000000 Penalty: 5335.244141
	Iteration 36Q: 3 clusters Score -8758666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8758669.000000 Penalty: 5335.244141
	Iteration 37Q: 3 clusters Score -8758669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8758669.000000 Penalty: 5335.244141
	Iteration 38F: 3 clusters Score -8758669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Entering Unmasked Estep 
Score: -10975185.000000 Penalty: 2723.206543
	Iteration 0F: 2 clusters Score -1.097518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -10942977.000000 Penalty: 5446.413086
	Iteration 0F: 3 clusters Score -1.094298e+07 nChanged 27262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -10958260.000000 Penalty: 5446.413086
	Iteration 1F: 3 clusters Score -1.095826e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -10958852.000000 Penalty: 5446.413086
	Iteration 2Q: 3 clusters Score -1.095885e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -10959510.000000 Penalty: 5446.413086
	Iteration 3Q: 3 clusters Score -1.095951e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -10960349.000000 Penalty: 5446.413086
	Iteration 4Q: 3 clusters Score -1.096035e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -10961480.000000 Penalty: 5446.413086
	Iteration 5Q: 3 clusters Score -1.096148e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -10962878.000000 Penalty: 5446.413086
	Iteration 6Q: 3 clusters Score -1.096288e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -10964506.000000 Penalty: 5446.413086
	Iteration 7F: 3 clusters Score -1.096451e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -10966628.000000 Penalty: 5446.413086
	Iteration 8F: 3 clusters Score -1.096663e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -10969126.000000 Penalty: 5446.413086
	Iteration 9F: 3 clusters Score -1.096913e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -10971704.000000 Penalty: 5446.413086
	Iteration 10F: 3 clusters Score -1.09717e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -10972770.000000 Penalty: 5446.413086
	Iteration 11Q: 3 clusters Score -1.097277e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -10973501.000000 Penalty: 5446.413086
	Iteration 12Q: 3 clusters Score -1.09735e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -10973864.000000 Penalty: 5446.413086
	Iteration 13Q: 3 clusters Score -1.097386e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -10973932.000000 Penalty: 5446.413086
	Iteration 14Q: 3 clusters Score -1.097393e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -10974055.000000 Penalty: 5446.413086
	Iteration 15Q: 3 clusters Score -1.097406e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -10974112.000000 Penalty: 5446.413086
	Iteration 16Q: 3 clusters Score -1.097411e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -10974157.000000 Penalty: 5446.413086
	Iteration 17Q: 3 clusters Score -1.097416e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -10974208.000000 Penalty: 5446.413086
	Iteration 18Q: 3 clusters Score -1.097421e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -10974217.000000 Penalty: 5446.413086
	Iteration 19Q: 3 clusters Score -1.097422e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -10974199.000000 Penalty: 5446.413086
	Iteration 20F: 3 clusters Score -1.09742e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -10974176.000000 Penalty: 5446.413086
	Iteration 21Q: 3 clusters Score -1.097418e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -10974116.000000 Penalty: 5446.413086
	Iteration 22Q: 3 clusters Score -1.097412e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -10974049.000000 Penalty: 5446.413086
	Iteration 23Q: 3 clusters Score -1.097405e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -10974045.000000 Penalty: 5446.413086
	Iteration 24Q: 3 clusters Score -1.097404e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -10974036.000000 Penalty: 5446.413086
	Iteration 25Q: 3 clusters Score -1.097404e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -10974003.000000 Penalty: 5446.413086
	Iteration 26Q: 3 clusters Score -1.0974e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -10973995.000000 Penalty: 5446.413086
	Iteration 27Q: 3 clusters Score -1.0974e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10973998.000000 Penalty: 5446.413086
	Iteration 28Q: 3 clusters Score -1.0974e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -10973984.000000 Penalty: 5446.413086
	Iteration 29Q: 3 clusters Score -1.097398e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -10973965.000000 Penalty: 5446.413086
	Iteration 30Q: 3 clusters Score -1.097396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -10973957.000000 Penalty: 5446.413086
	Iteration 31Q: 3 clusters Score -1.097396e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -10973963.000000 Penalty: 5446.413086
	Iteration 32Q: 3 clusters Score -1.097396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -10973947.000000 Penalty: 5446.413086
	Iteration 33Q: 3 clusters Score -1.097395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -10973933.000000 Penalty: 5446.413086
	Iteration 34Q: 3 clusters Score -1.097393e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -10973926.000000 Penalty: 5446.413086
	Iteration 35Q: 3 clusters Score -1.097393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10973912.000000 Penalty: 5446.413086
	Iteration 36Q: 3 clusters Score -1.097391e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -10973909.000000 Penalty: 5446.413086
	Iteration 37Q: 3 clusters Score -1.097391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -10973916.000000 Penalty: 5446.413086
	Iteration 38Q: 3 clusters Score -1.097392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -10973908.000000 Penalty: 5446.413086
	Iteration 39Q: 3 clusters Score -1.097391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -10973902.000000 Penalty: 5446.413086
	Iteration 40F: 3 clusters Score -1.09739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -10973899.000000 Penalty: 5446.413086
	Iteration 41Q: 3 clusters Score -1.09739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10973891.000000 Penalty: 5446.413086
	Iteration 42Q: 3 clusters Score -1.097389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -10973894.000000 Penalty: 5446.413086
	Iteration 43Q: 3 clusters Score -1.097389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -10973889.000000 Penalty: 5446.413086
	Iteration 44Q: 3 clusters Score -1.097389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -10973888.000000 Penalty: 5446.413086
	Iteration 45Q: 3 clusters Score -1.097389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10973879.000000 Penalty: 5446.413086
	Iteration 46Q: 3 clusters Score -1.097388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -10973872.000000 Penalty: 5446.413086
	Iteration 47Q: 3 clusters Score -1.097387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -10973871.000000 Penalty: 5446.413086
	Iteration 48Q: 3 clusters Score -1.097387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10973871.000000 Penalty: 5446.413086
	Iteration 49Q: 3 clusters Score -1.097387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -10973865.000000 Penalty: 5446.413086
	Iteration 50Q: 3 clusters Score -1.097386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -10973868.000000 Penalty: 5446.413086
	Iteration 51Q: 3 clusters Score -1.097387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -10973861.000000 Penalty: 5446.413086
	Iteration 52Q: 3 clusters Score -1.097386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10973858.000000 Penalty: 5446.413086
	Iteration 53Q: 3 clusters Score -1.097386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10973858.000000 Penalty: 5446.413086
	Iteration 54F: 3 clusters Score -1.097386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46972 members 
Mstep: Class 7 contains 37730 members 
Mstep: Class 8 contains 45345 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 33572 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 32794 members 
Mstep: Class 14 contains 30178 members 
Mstep: Class 15 contains 37977 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48182 members 
Mstep: Class 19 contains 27925 members 
Mstep: Class 20 contains 42245 members 
Mstep: Class 21 contains 54721 members 
Mstep: Class 22 contains 48110 members 
Mstep: Class 23 contains 46936 members 
Mstep: Class 24 contains 58728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154928.000000 Penalty: 79215.406250
Iteration 159Q: 25 clusters Score -1.101549e+08 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3538 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 37586 members 
Mstep: Class 8 contains 45274 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 33249 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 32789 members 
Mstep: Class 14 contains 30182 members 
Mstep: Class 15 contains 37994 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48178 members 
Mstep: Class 19 contains 27883 members 
Mstep: Class 20 contains 42172 members 
Mstep: Class 21 contains 55012 members 
Mstep: Class 22 contains 48060 members 
Mstep: Class 23 contains 47300 members 
Mstep: Class 24 contains 58742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154672.000000 Penalty: 79215.406250
Iteration 160F: 25 clusters Score -1.101547e+08 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 37465 members 
Mstep: Class 8 contains 45229 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 32939 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 32760 members 
Mstep: Class 14 contains 30197 members 
Mstep: Class 15 contains 38008 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48169 members 
Mstep: Class 19 contains 27860 members 
Mstep: Class 20 contains 42123 members 
Mstep: Class 21 contains 55226 members 
Mstep: Class 22 contains 48025 members 
Mstep: Class 23 contains 47693 members 
Mstep: Class 24 contains 58726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154608.000000 Penalty: 79215.406250
Iteration 161Q: 25 clusters Score -1.101546e+08 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3536 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46985 members 
Mstep: Class 7 contains 37324 members 
Mstep: Class 8 contains 45155 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 32760 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 32753 members 
Mstep: Class 14 contains 30214 members 
Mstep: Class 15 contains 38019 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 27840 members 
Mstep: Class 20 contains 42099 members 
Mstep: Class 21 contains 55425 members 
Mstep: Class 22 contains 48041 members 
Mstep: Class 23 contains 48021 members 
Mstep: Class 24 contains 58582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154672.000000 Penalty: 79215.406250
Iteration 162Q: 25 clusters Score -1.101547e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3541 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46979 members 
Mstep: Class 7 contains 37227 members 
Mstep: Class 8 contains 45122 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 32635 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 32745 members 
Mstep: Class 14 contains 30223 members 
Mstep: Class 15 contains 38029 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48256 members 
Mstep: Class 19 contains 27835 members 
Mstep: Class 20 contains 42087 members 
Mstep: Class 21 contains 55556 members 
Mstep: Class 22 contains 48060 members 
Mstep: Class 23 contains 48291 members 
Mstep: Class 24 contains 58365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154888.000000 Penalty: 79215.406250
Iteration 163Q: 25 clusters Score -1.101549e+08 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3535 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47001 members 
Mstep: Class 7 contains 37087 members 
Mstep: Class 8 contains 45131 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 32526 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 32738 members 
Mstep: Class 14 contains 30235 members 
Mstep: Class 15 contains 38053 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48317 members 
Mstep: Class 19 contains 27847 members 
Mstep: Class 20 contains 42083 members 
Mstep: Class 21 contains 55619 members 
Mstep: Class 22 contains 48065 members 
Mstep: Class 23 contains 48534 members 
Mstep: Class 24 contains 58178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154632.000000 Penalty: 79215.406250
Iteration 164Q: 25 clusters Score -1.101546e+08 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3529 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47014 members 
Mstep: Class 7 contains 36933 members 
Mstep: Class 8 contains 45139 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 32453 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 32707 members 
Mstep: Class 14 contains 30240 members 
Mstep: Class 15 contains 38075 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48390 members 
Mstep: Class 19 contains 27865 members 
Mstep: Class 20 contains 42034 members 
Mstep: Class 21 contains 55672 members 
Mstep: Class 22 contains 48116 members 
Mstep: Class 23 contains 48774 members 
Mstep: Class 24 contains 58007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154416.000000 Penalty: 79215.406250
Iteration 165Q: 25 clusters Score -1.101544e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3524 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 47016 members 
Mstep: Class 7 contains 36830 members 
Mstep: Class 8 contains 45121 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 32489 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 32677 members 
Mstep: Class 14 contains 30250 members 
Mstep: Class 15 contains 38100 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48419 members 
Mstep: Class 19 contains 27892 members 
Mstep: Class 20 contains 42029 members 
Mstep: Class 21 contains 55723 members 
Mstep: Class 22 contains 48144 members 
Mstep: Class 23 contains 49010 members 
Mstep: Class 24 contains 57725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154360.000000 Penalty: 79215.406250
Iteration 166Q: 25 clusters Score -1.101544e+08 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46989 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 45128 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 32589 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 32652 members 
Mstep: Class 14 contains 30275 members 
Mstep: Class 15 contains 38131 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48439 members 
Mstep: Class 19 contains 27905 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 55650 members 
Mstep: Class 22 contains 48129 members 
Mstep: Class 23 contains 49212 members 
Mstep: Class 24 contains 57511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154048.000000 Penalty: 79215.406250
Iteration 167Q: 25 clusters Score -1.10154e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46987 members 
Mstep: Class 7 contains 36714 members 
Mstep: Class 8 contains 45141 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 32778 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 32601 members 
Mstep: Class 14 contains 30290 members 
Mstep: Class 15 contains 38154 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48455 members 
Mstep: Class 19 contains 27930 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 55603 members 
Mstep: Class 22 contains 48106 members 
Mstep: Class 23 contains 49485 members 
Mstep: Class 24 contains 57174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154472.000000 Penalty: 79215.406250
Iteration 168Q: 25 clusters Score -1.101545e+08 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46991 members 
Mstep: Class 7 contains 36660 members 
Mstep: Class 8 contains 45105 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 33097 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 32554 members 
Mstep: Class 14 contains 30298 members 
Mstep: Class 15 contains 38184 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48458 members 
Mstep: Class 19 contains 27960 members 
Mstep: Class 20 contains 42000 members 
Mstep: Class 21 contains 55566 members 
Mstep: Class 22 contains 48102 members 
Mstep: Class 23 contains 49784 members 
Mstep: Class 24 contains 56678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154656.000000 Penalty: 79215.406250
Iteration 169Q: 25 clusters Score -1.101547e+08 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3511 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46986 members 
Mstep: Class 7 contains 36597 members 
Mstep: Class 8 contains 45075 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 33326 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 32500 members 
Mstep: Class 14 contains 30314 members 
Mstep: Class 15 contains 38227 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48440 members 
Mstep: Class 19 contains 27985 members 
Mstep: Class 20 contains 41968 members 
Mstep: Class 21 contains 55646 members 
Mstep: Class 22 contains 48047 members 
Mstep: Class 23 contains 49812 members 
Mstep: Class 24 contains 56516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154912.000000 Penalty: 79215.406250
Iteration 170Q: 25 clusters Score -1.101549e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3511 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 45050 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 33521 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 32449 members 
Mstep: Class 14 contains 30326 members 
Mstep: Class 15 contains 38271 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48430 members 
Mstep: Class 19 contains 27997 members 
Mstep: Class 20 contains 41914 members 
Mstep: Class 21 contains 55671 members 
Mstep: Class 22 contains 48016 members 
Mstep: Class 23 contains 49843 members 
Mstep: Class 24 contains 56431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155200.000000 Penalty: 79215.406250
Iteration 171Q: 25 clusters Score -1.101552e+08 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 36443 members 
Mstep: Class 8 contains 45044 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 33702 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 32406 members 
Mstep: Class 14 contains 30331 members 
Mstep: Class 15 contains 38316 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48440 members 
Mstep: Class 19 contains 27992 members 
Mstep: Class 20 contains 41886 members 
Mstep: Class 21 contains 55731 members 
Mstep: Class 22 contains 47955 members 
Mstep: Class 23 contains 49833 members 
Mstep: Class 24 contains 56354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155384.000000 Penalty: 79215.406250
Iteration 172Q: 25 clusters Score -1.101554e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46978 members 
Mstep: Class 7 contains 36355 members 
Mstep: Class 8 contains 45102 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 33871 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32372 members 
Mstep: Class 14 contains 30337 members 
Mstep: Class 15 contains 38350 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48437 members 
Mstep: Class 19 contains 27974 members 
Mstep: Class 20 contains 41856 members 
Mstep: Class 21 contains 55725 members 
Mstep: Class 22 contains 47905 members 
Mstep: Class 23 contains 49833 members 
Mstep: Class 24 contains 56330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155464.000000 Penalty: 79215.406250
Iteration 173Q: 25 clusters Score -1.101555e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3516 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46946 members 
Mstep: Class 7 contains 36283 members 
Mstep: Class 8 contains 45117 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 34008 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32332 members 
Mstep: Class 14 contains 30354 members 
Mstep: Class 15 contains 38406 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48418 members 
Mstep: Class 19 contains 27968 members 
Mstep: Class 20 contains 41814 members 
Mstep: Class 21 contains 55702 members 
Mstep: Class 22 contains 47940 members 
Mstep: Class 23 contains 49882 members 
Mstep: Class 24 contains 56252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155776.000000 Penalty: 79215.406250
Iteration 174Q: 25 clusters Score -1.101558e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46947 members 
Mstep: Class 7 contains 36188 members 
Mstep: Class 8 contains 45103 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 34092 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32284 members 
Mstep: Class 14 contains 30363 members 
Mstep: Class 15 contains 38473 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48377 members 
Mstep: Class 19 contains 27963 members 
Mstep: Class 20 contains 41789 members 
Mstep: Class 21 contains 55711 members 
Mstep: Class 22 contains 47973 members 
Mstep: Class 23 contains 49925 members 
Mstep: Class 24 contains 56235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155792.000000 Penalty: 79215.406250
Iteration 175Q: 25 clusters Score -1.101558e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46923 members 
Mstep: Class 7 contains 36112 members 
Mstep: Class 8 contains 45055 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 34100 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32248 members 
Mstep: Class 14 contains 30383 members 
Mstep: Class 15 contains 38547 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48339 members 
Mstep: Class 19 contains 27955 members 
Mstep: Class 20 contains 41762 members 
Mstep: Class 21 contains 55709 members 
Mstep: Class 22 contains 47974 members 
Mstep: Class 23 contains 49981 members 
Mstep: Class 24 contains 56336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155552.000000 Penalty: 79215.406250
Iteration 176Q: 25 clusters Score -1.101556e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3511 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46904 members 
Mstep: Class 7 contains 35995 members 
Mstep: Class 8 contains 45012 members 
Mstep: Class 9 contains 1141 members 
Mstep: Class 10 contains 34085 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32211 members 
Mstep: Class 14 contains 30402 members 
Mstep: Class 15 contains 38602 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48322 members 
Mstep: Class 19 contains 27958 members 
Mstep: Class 20 contains 41740 members 
Mstep: Class 21 contains 55688 members 
Mstep: Class 22 contains 47974 members 
Mstep: Class 23 contains 50009 members 
Mstep: Class 24 contains 56521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155544.000000 Penalty: 79215.406250
Iteration 177Q: 25 clusters Score -1.101555e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46885 members 
Mstep: Class 7 contains 35869 members 
Mstep: Class 8 contains 44980 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 34057 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32182 members 
Mstep: Class 14 contains 30416 members 
Mstep: Class 15 contains 38638 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48335 members 
Mstep: Class 19 contains 27966 members 
Mstep: Class 20 contains 41748 members 
Mstep: Class 21 contains 55710 members 
Mstep: Class 22 contains 47928 members 
Mstep: Class 23 contains 50042 members 
Mstep: Class 24 contains 56669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155368.000000 Penalty: 79215.406250
Iteration 178Q: 25 clusters Score -1.101554e+08 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3503 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46882 members 
Mstep: Class 7 contains 35747 members 
Mstep: Class 8 contains 44928 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 34026 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32150 members 
Mstep: Class 14 contains 30421 members 
Mstep: Class 15 contains 38676 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48357 members 
Mstep: Class 19 contains 27985 members 
Mstep: Class 20 contains 41755 members 
Mstep: Class 21 contains 55774 members 
Mstep: Class 22 contains 47891 members 
Mstep: Class 23 contains 50030 members 
Mstep: Class 24 contains 56807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155312.000000 Penalty: 79215.406250
Iteration 179Q: 25 clusters Score -1.101553e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3494 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 35667 members 
Mstep: Class 8 contains 44898 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33967 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32097 members 
Mstep: Class 14 contains 30428 members 
Mstep: Class 15 contains 38713 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48415 members 
Mstep: Class 19 contains 28005 members 
Mstep: Class 20 contains 41722 members 
Mstep: Class 21 contains 55807 members 
Mstep: Class 22 contains 47857 members 
Mstep: Class 23 contains 50009 members 
Mstep: Class 24 contains 56960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155192.000000 Penalty: 79215.406250
Iteration 180F: 25 clusters Score -1.101552e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46866 members 
Mstep: Class 7 contains 35575 members 
Mstep: Class 8 contains 44857 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33905 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32056 members 
Mstep: Class 14 contains 30449 members 
Mstep: Class 15 contains 38760 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48453 members 
Mstep: Class 19 contains 28021 members 
Mstep: Class 20 contains 41697 members 
Mstep: Class 21 contains 55839 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 50040 members 
Mstep: Class 24 contains 57066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155304.000000 Penalty: 79215.406250
Iteration 181Q: 25 clusters Score -1.101553e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 35454 members 
Mstep: Class 8 contains 44840 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33891 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 32015 members 
Mstep: Class 14 contains 30463 members 
Mstep: Class 15 contains 38798 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48502 members 
Mstep: Class 19 contains 28017 members 
Mstep: Class 20 contains 41694 members 
Mstep: Class 21 contains 55834 members 
Mstep: Class 22 contains 47863 members 
Mstep: Class 23 contains 50061 members 
Mstep: Class 24 contains 57165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155392.000000 Penalty: 79215.406250
Iteration 182Q: 25 clusters Score -1.101554e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 35356 members 
Mstep: Class 8 contains 44800 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33839 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31973 members 
Mstep: Class 14 contains 30477 members 
Mstep: Class 15 contains 38841 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48544 members 
Mstep: Class 19 contains 28023 members 
Mstep: Class 20 contains 41669 members 
Mstep: Class 21 contains 55840 members 
Mstep: Class 22 contains 47901 members 
Mstep: Class 23 contains 50093 members 
Mstep: Class 24 contains 57256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155280.000000 Penalty: 79215.406250
Iteration 183Q: 25 clusters Score -1.101553e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3451 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46851 members 
Mstep: Class 7 contains 35244 members 
Mstep: Class 8 contains 44790 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33770 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31944 members 
Mstep: Class 14 contains 30483 members 
Mstep: Class 15 contains 38876 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48567 members 
Mstep: Class 19 contains 28041 members 
Mstep: Class 20 contains 41637 members 
Mstep: Class 21 contains 55903 members 
Mstep: Class 22 contains 47965 members 
Mstep: Class 23 contains 50096 members 
Mstep: Class 24 contains 57308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155328.000000 Penalty: 79215.406250
Iteration 184Q: 25 clusters Score -1.101553e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3448 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46868 members 
Mstep: Class 7 contains 35128 members 
Mstep: Class 8 contains 44769 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33683 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31889 members 
Mstep: Class 14 contains 30503 members 
Mstep: Class 15 contains 38893 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48636 members 
Mstep: Class 19 contains 28051 members 
Mstep: Class 20 contains 41627 members 
Mstep: Class 21 contains 55969 members 
Mstep: Class 22 contains 48027 members 
Mstep: Class 23 contains 50061 members 
Mstep: Class 24 contains 57372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155152.000000 Penalty: 79215.406250
Iteration 185Q: 25 clusters Score -1.101552e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46865 members 
Mstep: Class 7 contains 34997 members 
Mstep: Class 8 contains 44745 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33633 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31854 members 
Mstep: Class 14 contains 30529 members 
Mstep: Class 15 contains 38920 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48666 members 
Mstep: Class 19 contains 28067 members 
Mstep: Class 20 contains 41610 members 
Mstep: Class 21 contains 56043 members 
Mstep: Class 22 contains 48123 members 
Mstep: Class 23 contains 50001 members 
Mstep: Class 24 contains 57429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155216.000000 Penalty: 79215.406250
Iteration 186Q: 25 clusters Score -1.101552e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 34878 members 
Mstep: Class 8 contains 44722 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33581 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31830 members 
Mstep: Class 14 contains 30556 members 
Mstep: Class 15 contains 38945 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48713 members 
Mstep: Class 19 contains 28076 members 
Mstep: Class 20 contains 41585 members 
Mstep: Class 21 contains 56122 members 
Mstep: Class 22 contains 48191 members 
Mstep: Class 23 contains 49996 members 
Mstep: Class 24 contains 57450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155000.000000 Penalty: 79215.406250
Iteration 187Q: 25 clusters Score -1.10155e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3418 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46850 members 
Mstep: Class 7 contains 34731 members 
Mstep: Class 8 contains 44711 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33535 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31821 members 
Mstep: Class 14 contains 30574 members 
Mstep: Class 15 contains 38966 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48742 members 
Mstep: Class 19 contains 28101 members 
Mstep: Class 20 contains 41563 members 
Mstep: Class 21 contains 56222 members 
Mstep: Class 22 contains 48247 members 
Mstep: Class 23 contains 49937 members 
Mstep: Class 24 contains 57506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154752.000000 Penalty: 79215.406250
Iteration 188Q: 25 clusters Score -1.101548e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46854 members 
Mstep: Class 7 contains 34621 members 
Mstep: Class 8 contains 44711 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33504 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31802 members 
Mstep: Class 14 contains 30596 members 
Mstep: Class 15 contains 38968 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48778 members 
Mstep: Class 19 contains 28144 members 
Mstep: Class 20 contains 41551 members 
Mstep: Class 21 contains 56297 members 
Mstep: Class 22 contains 48271 members 
Mstep: Class 23 contains 49906 members 
Mstep: Class 24 contains 57509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154488.000000 Penalty: 79215.406250
Iteration 189Q: 25 clusters Score -1.101545e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46854 members 
Mstep: Class 7 contains 34510 members 
Mstep: Class 8 contains 44719 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33474 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31777 members 
Mstep: Class 14 contains 30609 members 
Mstep: Class 15 contains 38980 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48810 members 
Mstep: Class 19 contains 28176 members 
Mstep: Class 20 contains 41560 members 
Mstep: Class 21 contains 56351 members 
Mstep: Class 22 contains 48265 members 
Mstep: Class 23 contains 49900 members 
Mstep: Class 24 contains 57531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154288.000000 Penalty: 79215.406250
Iteration 190Q: 25 clusters Score -1.101543e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3397 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46840 members 
Mstep: Class 7 contains 34408 members 
Mstep: Class 8 contains 44735 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33408 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31770 members 
Mstep: Class 14 contains 30614 members 
Mstep: Class 15 contains 39004 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48831 members 
Mstep: Class 19 contains 28208 members 
Mstep: Class 20 contains 41578 members 
Mstep: Class 21 contains 56420 members 
Mstep: Class 22 contains 48246 members 
Mstep: Class 23 contains 49912 members 
Mstep: Class 24 contains 57553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154152.000000 Penalty: 79215.406250
Iteration 191Q: 25 clusters Score -1.101542e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46819 members 
Mstep: Class 7 contains 34308 members 
Mstep: Class 8 contains 44716 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33340 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31771 members 
Mstep: Class 14 contains 30624 members 
Mstep: Class 15 contains 39032 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48843 members 
Mstep: Class 19 contains 28234 members 
Mstep: Class 20 contains 41594 members 
Mstep: Class 21 contains 56451 members 
Mstep: Class 22 contains 48271 members 
Mstep: Class 23 contains 49926 members 
Mstep: Class 24 contains 57601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154128.000000 Penalty: 79215.406250
Iteration 192Q: 25 clusters Score -1.101541e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3385 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46805 members 
Mstep: Class 7 contains 34216 members 
Mstep: Class 8 contains 44697 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33264 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31768 members 
Mstep: Class 14 contains 30632 members 
Mstep: Class 15 contains 39039 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48878 members 
Mstep: Class 19 contains 28282 members 
Mstep: Class 20 contains 41586 members 
Mstep: Class 21 contains 56510 members 
Mstep: Class 22 contains 48273 members 
Mstep: Class 23 contains 49920 members 
Mstep: Class 24 contains 57668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154216.000000 Penalty: 79215.406250
Iteration 193Q: 25 clusters Score -1.101542e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3381 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46811 members 
Mstep: Class 7 contains 34121 members 
Mstep: Class 8 contains 44705 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33191 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31758 members 
Mstep: Class 14 contains 30632 members 
Mstep: Class 15 contains 39054 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48942 members 
Mstep: Class 19 contains 28297 members 
Mstep: Class 20 contains 41593 members 
Mstep: Class 21 contains 56562 members 
Mstep: Class 22 contains 48278 members 
Mstep: Class 23 contains 49886 members 
Mstep: Class 24 contains 57713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153776.000000 Penalty: 79215.406250
Iteration 194Q: 25 clusters Score -1.101538e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46810 members 
Mstep: Class 7 contains 34026 members 
Mstep: Class 8 contains 44691 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33150 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31770 members 
Mstep: Class 14 contains 30636 members 
Mstep: Class 15 contains 39067 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48967 members 
Mstep: Class 19 contains 28318 members 
Mstep: Class 20 contains 41605 members 
Mstep: Class 21 contains 56616 members 
Mstep: Class 22 contains 48270 members 
Mstep: Class 23 contains 49837 members 
Mstep: Class 24 contains 57783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153696.000000 Penalty: 79215.406250
Iteration 195Q: 25 clusters Score -1.101537e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3372 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46783 members 
Mstep: Class 7 contains 33956 members 
Mstep: Class 8 contains 44617 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33106 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31782 members 
Mstep: Class 14 contains 30653 members 
Mstep: Class 15 contains 39081 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48993 members 
Mstep: Class 19 contains 28350 members 
Mstep: Class 20 contains 41623 members 
Mstep: Class 21 contains 56666 members 
Mstep: Class 22 contains 48296 members 
Mstep: Class 23 contains 49793 members 
Mstep: Class 24 contains 57845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153352.000000 Penalty: 79215.406250
Iteration 196Q: 25 clusters Score -1.101534e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3365 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46771 members 
Mstep: Class 7 contains 33888 members 
Mstep: Class 8 contains 44514 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33053 members 
Mstep: Class 11 contains 2292 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31794 members 
Mstep: Class 14 contains 30664 members 
Mstep: Class 15 contains 39098 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48994 members 
Mstep: Class 19 contains 28382 members 
Mstep: Class 20 contains 41640 members 
Mstep: Class 21 contains 56738 members 
Mstep: Class 22 contains 48331 members 
Mstep: Class 23 contains 49745 members 
Mstep: Class 24 contains 57938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152976.000000 Penalty: 79215.406250
Iteration 197Q: 25 clusters Score -1.10153e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46763 members 
Mstep: Class 7 contains 33804 members 
Mstep: Class 8 contains 44455 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 33014 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31769 members 
Mstep: Class 14 contains 30686 members 
Mstep: Class 15 contains 39109 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49022 members 
Mstep: Class 19 contains 28423 members 
Mstep: Class 20 contains 41666 members 
Mstep: Class 21 contains 56844 members 
Mstep: Class 22 contains 48349 members 
Mstep: Class 23 contains 49680 members 
Mstep: Class 24 contains 57965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152776.000000 Penalty: 79215.406250
Iteration 198Q: 25 clusters Score -1.101528e+08 nChanged 1668
Entering ConstructFrom: 
Score: -110152776.000000 Penalty: 79215.406250
Entering ConstructFrom: 
Trying to split cluster 1 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -89379.906250 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -89379.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87788.601562 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -87788.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88292.109375 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -88292.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88665.085938 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -88665.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89029.546875 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -89029.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89296.640625 Penalty: 3242.917236
	Iteration 4F: 3 clusters Score -89296.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89474.765625 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -89474.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89556.250000 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -89556.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89591.515625 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -89591.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -89599.554688 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -89599.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89614.843750 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -89614.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89622.257812 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -89622.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -89628.007812 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -89628.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89631.046875 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -89631.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89631.046875 Penalty: 3242.917236
	Iteration 13F: 3 clusters Score -89631.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3359 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46768 members 
Mstep: Class 7 contains 33726 members 
Mstep: Class 8 contains 44369 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 32995 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31749 members 
Mstep: Class 14 contains 30704 members 
Mstep: Class 15 contains 39134 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49040 members 
Mstep: Class 19 contains 28451 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 56966 members 
Mstep: Class 22 contains 48370 members 
Mstep: Class 23 contains 49619 members 
Mstep: Class 24 contains 57962 members 
Mstep: Class 25 contains 344 members 
Entering Unmasked Estep 
Score: -110151256.000000 Penalty: 82516.046875
Splitting cluster 1 changes total score from -110152776.000000 to -110151256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50975.343750 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50975.34 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 222 members 
Entering Unmasked Estep 
Score: -49579.867188 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -49579.87 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49910.093750 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49910.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50111.574219 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -50111.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50262.796875 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -50262.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50368.230469 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -50368.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50421.445312 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -50421.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50491.078125 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -50491.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50532.453125 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -50532.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50559.175781 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -50559.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50585.472656 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -50585.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50600.160156 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -50600.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50602.011719 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -50602.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50602.011719 Penalty: 3059.088379
	Iteration 12F: 3 clusters Score -50602.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -21301.232422 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -21301.23 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 142 members 
Entering Unmasked Estep 
Score: -20185.623047 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -20185.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20337.841797 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -20337.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20425.783203 Penalty: 2782.298096
	Iteration 2F: 3 clusters Score -20425.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20515.070312 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -20515.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20547.162109 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -20547.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20592.796875 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -20592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20601.115234 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -20601.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20607.611328 Penalty: 2782.298096
	Iteration 7Q: 3 clusters Score -20607.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20607.611328 Penalty: 2782.298096
	Iteration 8F: 3 clusters Score -20607.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -624588.000000 Penalty: 2013.610718
	Iteration 0F: 2 clusters Score -624588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -621119.562500 Penalty: 4027.221436
	Iteration 0F: 3 clusters Score -621119.6 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -621809.250000 Penalty: 4027.221436
	Iteration 1F: 3 clusters Score -621809.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -621972.625000 Penalty: 4027.221436
	Iteration 2F: 3 clusters Score -621972.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -622059.000000 Penalty: 4027.221436
	Iteration 3Q: 3 clusters Score -622059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -622107.687500 Penalty: 4027.221436
	Iteration 4Q: 3 clusters Score -622107.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -622143.000000 Penalty: 4027.221436
	Iteration 5Q: 3 clusters Score -622143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -622171.125000 Penalty: 4027.221436
	Iteration 6Q: 3 clusters Score -622171.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -622188.437500 Penalty: 4027.221436
	Iteration 7Q: 3 clusters Score -622188.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -622200.500000 Penalty: 4027.221436
	Iteration 8Q: 3 clusters Score -622200.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -622215.437500 Penalty: 4027.221436
	Iteration 9Q: 3 clusters Score -622215.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -622231.437500 Penalty: 4027.221436
	Iteration 10Q: 3 clusters Score -622231.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -622250.062500 Penalty: 4027.221436
	Iteration 11Q: 3 clusters Score -622250.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -622267.937500 Penalty: 4027.221436
	Iteration 12Q: 3 clusters Score -622267.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -622292.750000 Penalty: 4027.221436
	Iteration 13Q: 3 clusters Score -622292.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -622317.750000 Penalty: 4027.221436
	Iteration 14Q: 3 clusters Score -622317.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -622338.687500 Penalty: 4027.221436
	Iteration 15Q: 3 clusters Score -622338.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -622355.000000 Penalty: 4027.221436
	Iteration 16Q: 3 clusters Score -622355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -622365.937500 Penalty: 4027.221436
	Iteration 17Q: 3 clusters Score -622365.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -622373.875000 Penalty: 4027.221436
	Iteration 18Q: 3 clusters Score -622373.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -622383.625000 Penalty: 4027.221436
	Iteration 19Q: 3 clusters Score -622383.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -622399.187500 Penalty: 4027.221436
	Iteration 20F: 3 clusters Score -622399.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -622415.500000 Penalty: 4027.221436
	Iteration 21Q: 3 clusters Score -622415.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -622426.125000 Penalty: 4027.221436
	Iteration 22Q: 3 clusters Score -622426.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -622435.750000 Penalty: 4027.221436
	Iteration 23Q: 3 clusters Score -622435.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -622442.312500 Penalty: 4027.221436
	Iteration 24Q: 3 clusters Score -622442.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -622446.875000 Penalty: 4027.221436
	Iteration 25Q: 3 clusters Score -622446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -622449.937500 Penalty: 4027.221436
	Iteration 26Q: 3 clusters Score -622449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -622452.312500 Penalty: 4027.221436
	Iteration 27Q: 3 clusters Score -622452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -622455.375000 Penalty: 4027.221436
	Iteration 28Q: 3 clusters Score -622455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -622456.062500 Penalty: 4027.221436
	Iteration 29Q: 3 clusters Score -622456.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -622457.750000 Penalty: 4027.221436
	Iteration 30Q: 3 clusters Score -622457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -622460.687500 Penalty: 4027.221436
	Iteration 31Q: 3 clusters Score -622460.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -622463.125000 Penalty: 4027.221436
	Iteration 32Q: 3 clusters Score -622463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -622467.187500 Penalty: 4027.221436
	Iteration 33Q: 3 clusters Score -622467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -622469.437500 Penalty: 4027.221436
	Iteration 34Q: 3 clusters Score -622469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -622470.687500 Penalty: 4027.221436
	Iteration 35Q: 3 clusters Score -622470.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -622473.000000 Penalty: 4027.221436
	Iteration 36Q: 3 clusters Score -622473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -622475.625000 Penalty: 4027.221436
	Iteration 37Q: 3 clusters Score -622475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -622479.250000 Penalty: 4027.221436
	Iteration 38Q: 3 clusters Score -622479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -622481.687500 Penalty: 4027.221436
	Iteration 39Q: 3 clusters Score -622481.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -622484.125000 Penalty: 4027.221436
	Iteration 40F: 3 clusters Score -622484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -622485.125000 Penalty: 4027.221436
	Iteration 41Q: 3 clusters Score -622485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -622487.187500 Penalty: 4027.221436
	Iteration 42Q: 3 clusters Score -622487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -622488.812500 Penalty: 4027.221436
	Iteration 43Q: 3 clusters Score -622488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -622491.500000 Penalty: 4027.221436
	Iteration 44Q: 3 clusters Score -622491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -622492.812500 Penalty: 4027.221436
	Iteration 45Q: 3 clusters Score -622492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -622493.375000 Penalty: 4027.221436
	Iteration 46Q: 3 clusters Score -622493.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -622494.500000 Penalty: 4027.221436
	Iteration 47Q: 3 clusters Score -622494.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -622494.500000 Penalty: 4027.221436
	Iteration 48F: 3 clusters Score -622494.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -80144.609375 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -80144.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78731.679688 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -78731.68 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -79056.367188 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -79056.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79284.078125 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -79284.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79428.953125 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -79428.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79595.703125 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -79595.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79735.687500 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -79735.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79841.562500 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -79841.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79936.640625 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -79936.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79978.867188 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -79978.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80003.882812 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -80003.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80030.054688 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -80030.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80034.203125 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -80034.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80037.132812 Penalty: 3096.142822
	Iteration 12F: 3 clusters Score -80037.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80056.968750 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -80056.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80066.296875 Penalty: 3096.142822
	Iteration 14Q: 3 clusters Score -80066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80066.296875 Penalty: 3096.142822
	Iteration 15F: 3 clusters Score -80066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Entering Unmasked Estep 
Score: -8623043.000000 Penalty: 2666.732666
	Iteration 0F: 2 clusters Score -8623043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -8591829.000000 Penalty: 5333.465332
	Iteration 0F: 3 clusters Score -8591829 nChanged 21527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -8603583.000000 Penalty: 5333.465332
	Iteration 1F: 3 clusters Score -8603583 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -8604100.000000 Penalty: 5333.465332
	Iteration 2Q: 3 clusters Score -8604100 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -8604706.000000 Penalty: 5333.465332
	Iteration 3Q: 3 clusters Score -8604706 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -8605444.000000 Penalty: 5333.465332
	Iteration 4Q: 3 clusters Score -8605444 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -8606387.000000 Penalty: 5333.465332
	Iteration 5Q: 3 clusters Score -8606387 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -8607758.000000 Penalty: 5333.465332
	Iteration 6Q: 3 clusters Score -8607758 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -8609518.000000 Penalty: 5333.465332
	Iteration 7F: 3 clusters Score -8609518 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -8611732.000000 Penalty: 5333.465332
	Iteration 8F: 3 clusters Score -8611732 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -8613841.000000 Penalty: 5333.465332
	Iteration 9F: 3 clusters Score -8613841 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -8615805.000000 Penalty: 5333.465332
	Iteration 10Q: 3 clusters Score -8615805 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -8617441.000000 Penalty: 5333.465332
	Iteration 11Q: 3 clusters Score -8617441 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -8618597.000000 Penalty: 5333.465332
	Iteration 12Q: 3 clusters Score -8618597 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8619274.000000 Penalty: 5333.465332
	Iteration 13Q: 3 clusters Score -8619274 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8619707.000000 Penalty: 5333.465332
	Iteration 14Q: 3 clusters Score -8619707 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -8620049.000000 Penalty: 5333.465332
	Iteration 15Q: 3 clusters Score -8620049 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -8620251.000000 Penalty: 5333.465332
	Iteration 16Q: 3 clusters Score -8620251 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -8620415.000000 Penalty: 5333.465332
	Iteration 17Q: 3 clusters Score -8620415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -8620517.000000 Penalty: 5333.465332
	Iteration 18Q: 3 clusters Score -8620517 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8620595.000000 Penalty: 5333.465332
	Iteration 19Q: 3 clusters Score -8620595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -8620633.000000 Penalty: 5333.465332
	Iteration 20F: 3 clusters Score -8620633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -8620666.000000 Penalty: 5333.465332
	Iteration 21Q: 3 clusters Score -8620666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -8620693.000000 Penalty: 5333.465332
	Iteration 22Q: 3 clusters Score -8620693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8620701.000000 Penalty: 5333.465332
	Iteration 23Q: 3 clusters Score -8620701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -8620717.000000 Penalty: 5333.465332
	Iteration 24Q: 3 clusters Score -8620717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -8620720.000000 Penalty: 5333.465332
	Iteration 25Q: 3 clusters Score -8620720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -8620732.000000 Penalty: 5333.465332
	Iteration 26Q: 3 clusters Score -8620732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -8620729.000000 Penalty: 5333.465332
	Iteration 27Q: 3 clusters Score -8620729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -8620732.000000 Penalty: 5333.465332
	Iteration 28Q: 3 clusters Score -8620732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -8620729.000000 Penalty: 5333.465332
	Iteration 29Q: 3 clusters Score -8620729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -8620730.000000 Penalty: 5333.465332
	Iteration 30Q: 3 clusters Score -8620730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -8620732.000000 Penalty: 5333.465332
	Iteration 31Q: 3 clusters Score -8620732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -8620732.000000 Penalty: 5333.465332
	Iteration 32F: 3 clusters Score -8620732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Entering Unmasked Estep 
Score: -6287308.000000 Penalty: 2585.654053
	Iteration 0F: 2 clusters Score -6287308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -6264456.500000 Penalty: 5171.308105
	Iteration 0F: 3 clusters Score -6264456 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -6272618.500000 Penalty: 5171.308105
	Iteration 1F: 3 clusters Score -6272618 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -6273042.500000 Penalty: 5171.308105
	Iteration 2Q: 3 clusters Score -6273042 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -6273472.000000 Penalty: 5171.308105
	Iteration 3Q: 3 clusters Score -6273472 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -6273914.000000 Penalty: 5171.308105
	Iteration 4Q: 3 clusters Score -6273914 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -6274366.500000 Penalty: 5171.308105
	Iteration 5Q: 3 clusters Score -6274366 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -6274936.000000 Penalty: 5171.308105
	Iteration 6Q: 3 clusters Score -6274936 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -6275770.000000 Penalty: 5171.308105
	Iteration 7Q: 3 clusters Score -6275770 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -6276971.500000 Penalty: 5171.308105
	Iteration 8Q: 3 clusters Score -6276972 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -6278212.500000 Penalty: 5171.308105
	Iteration 9Q: 3 clusters Score -6278212 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -6279462.500000 Penalty: 5171.308105
	Iteration 10Q: 3 clusters Score -6279462 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -6280469.500000 Penalty: 5171.308105
	Iteration 11Q: 3 clusters Score -6280470 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -6281154.500000 Penalty: 5171.308105
	Iteration 12Q: 3 clusters Score -6281154 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -6281704.500000 Penalty: 5171.308105
	Iteration 13Q: 3 clusters Score -6281704 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -6282085.500000 Penalty: 5171.308105
	Iteration 14Q: 3 clusters Score -6282086 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -6282414.000000 Penalty: 5171.308105
	Iteration 15Q: 3 clusters Score -6282414 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -6282629.500000 Penalty: 5171.308105
	Iteration 16Q: 3 clusters Score -6282630 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -6282849.500000 Penalty: 5171.308105
	Iteration 17Q: 3 clusters Score -6282850 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -6283016.500000 Penalty: 5171.308105
	Iteration 18Q: 3 clusters Score -6283016 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -6283206.500000 Penalty: 5171.308105
	Iteration 19Q: 3 clusters Score -6283206 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -6283389.500000 Penalty: 5171.308105
	Iteration 20F: 3 clusters Score -6283390 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -6283583.500000 Penalty: 5171.308105
	Iteration 21Q: 3 clusters Score -6283584 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -6283737.500000 Penalty: 5171.308105
	Iteration 22Q: 3 clusters Score -6283738 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -6283895.500000 Penalty: 5171.308105
	Iteration 23Q: 3 clusters Score -6283896 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -6284011.000000 Penalty: 5171.308105
	Iteration 24Q: 3 clusters Score -6284011 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -6284105.500000 Penalty: 5171.308105
	Iteration 25Q: 3 clusters Score -6284106 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -6284223.500000 Penalty: 5171.308105
	Iteration 26Q: 3 clusters Score -6284224 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -6284306.500000 Penalty: 5171.308105
	Iteration 27Q: 3 clusters Score -6284306 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -6284399.000000 Penalty: 5171.308105
	Iteration 28Q: 3 clusters Score -6284399 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -6284506.500000 Penalty: 5171.308105
	Iteration 29Q: 3 clusters Score -6284506 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -6284590.000000 Penalty: 5171.308105
	Iteration 30Q: 3 clusters Score -6284590 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -6284685.000000 Penalty: 5171.308105
	Iteration 31Q: 3 clusters Score -6284685 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -6284752.000000 Penalty: 5171.308105
	Iteration 32Q: 3 clusters Score -6284752 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -6284810.000000 Penalty: 5171.308105
	Iteration 33Q: 3 clusters Score -6284810 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -6284849.500000 Penalty: 5171.308105
	Iteration 34Q: 3 clusters Score -6284850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -6284888.500000 Penalty: 5171.308105
	Iteration 35Q: 3 clusters Score -6284888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -6284911.500000 Penalty: 5171.308105
	Iteration 36Q: 3 clusters Score -6284912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -6284929.500000 Penalty: 5171.308105
	Iteration 37Q: 3 clusters Score -6284930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -6284958.500000 Penalty: 5171.308105
	Iteration 38Q: 3 clusters Score -6284958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -6284973.500000 Penalty: 5171.308105
	Iteration 39Q: 3 clusters Score -6284974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -6284981.000000 Penalty: 5171.308105
	Iteration 40F: 3 clusters Score -6284981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -6284990.500000 Penalty: 5171.308105
	Iteration 41Q: 3 clusters Score -6284990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -6285006.000000 Penalty: 5171.308105
	Iteration 42Q: 3 clusters Score -6285006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -6285015.000000 Penalty: 5171.308105
	Iteration 43Q: 3 clusters Score -6285015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -6285020.000000 Penalty: 5171.308105
	Iteration 44Q: 3 clusters Score -6285020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -6285032.000000 Penalty: 5171.308105
	Iteration 45Q: 3 clusters Score -6285032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -6285030.000000 Penalty: 5171.308105
	Iteration 46Q: 3 clusters Score -6285030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -6285047.500000 Penalty: 5171.308105
	Iteration 47Q: 3 clusters Score -6285048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -6285054.500000 Penalty: 5171.308105
	Iteration 48Q: 3 clusters Score -6285054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -6285046.500000 Penalty: 5171.308105
	Iteration 49Q: 3 clusters Score -6285046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -6285058.000000 Penalty: 5171.308105
	Iteration 50Q: 3 clusters Score -6285058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -6285056.000000 Penalty: 5171.308105
	Iteration 51Q: 3 clusters Score -6285056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -6285056.500000 Penalty: 5171.308105
	Iteration 52Q: 3 clusters Score -6285056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -6285063.000000 Penalty: 5171.308105
	Iteration 53Q: 3 clusters Score -6285063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -6285061.000000 Penalty: 5171.308105
	Iteration 54Q: 3 clusters Score -6285061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -6285061.500000 Penalty: 5171.308105
	Iteration 55Q: 3 clusters Score -6285062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -6285063.500000 Penalty: 5171.308105
	Iteration 56Q: 3 clusters Score -6285064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -6285063.500000 Penalty: 5171.308105
	Iteration 57F: 3 clusters Score -6285064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Entering Unmasked Estep 
Score: -8258552.000000 Penalty: 2653.673584
	Iteration 0F: 2 clusters Score -8258552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -8229086.500000 Penalty: 5307.347168
	Iteration 0F: 3 clusters Score -8229086 nChanged 20409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -8240332.000000 Penalty: 5307.347168
	Iteration 1F: 3 clusters Score -8240332 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -8240922.000000 Penalty: 5307.347168
	Iteration 2Q: 3 clusters Score -8240922 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -8241452.000000 Penalty: 5307.347168
	Iteration 3Q: 3 clusters Score -8241452 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -8242157.000000 Penalty: 5307.347168
	Iteration 4Q: 3 clusters Score -8242157 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -8243034.000000 Penalty: 5307.347168
	Iteration 5Q: 3 clusters Score -8243034 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8244297.000000 Penalty: 5307.347168
	Iteration 6Q: 3 clusters Score -8244297 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -8245847.000000 Penalty: 5307.347168
	Iteration 7F: 3 clusters Score -8245847 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -8247602.000000 Penalty: 5307.347168
	Iteration 8F: 3 clusters Score -8247602 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -8249604.500000 Penalty: 5307.347168
	Iteration 9F: 3 clusters Score -8249604 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -8251756.000000 Penalty: 5307.347168
	Iteration 10F: 3 clusters Score -8251756 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -8253296.500000 Penalty: 5307.347168
	Iteration 11F: 3 clusters Score -8253296 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -8254229.500000 Penalty: 5307.347168
	Iteration 12Q: 3 clusters Score -8254230 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -8254709.500000 Penalty: 5307.347168
	Iteration 13Q: 3 clusters Score -8254710 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -8254976.000000 Penalty: 5307.347168
	Iteration 14Q: 3 clusters Score -8254976 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -8255207.500000 Penalty: 5307.347168
	Iteration 15Q: 3 clusters Score -8255208 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -8255364.000000 Penalty: 5307.347168
	Iteration 16Q: 3 clusters Score -8255364 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -8255471.000000 Penalty: 5307.347168
	Iteration 17Q: 3 clusters Score -8255471 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -8255592.500000 Penalty: 5307.347168
	Iteration 18Q: 3 clusters Score -8255592 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -8255658.500000 Penalty: 5307.347168
	Iteration 19Q: 3 clusters Score -8255658 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -8255760.000000 Penalty: 5307.347168
	Iteration 20F: 3 clusters Score -8255760 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -8255835.000000 Penalty: 5307.347168
	Iteration 21Q: 3 clusters Score -8255835 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -8255896.000000 Penalty: 5307.347168
	Iteration 22Q: 3 clusters Score -8255896 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -8255957.000000 Penalty: 5307.347168
	Iteration 23Q: 3 clusters Score -8255957 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -8256014.000000 Penalty: 5307.347168
	Iteration 24Q: 3 clusters Score -8256014 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -8256106.000000 Penalty: 5307.347168
	Iteration 25Q: 3 clusters Score -8256106 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -8256145.000000 Penalty: 5307.347168
	Iteration 26Q: 3 clusters Score -8256145 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -8256160.000000 Penalty: 5307.347168
	Iteration 27Q: 3 clusters Score -8256160 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -8256184.000000 Penalty: 5307.347168
	Iteration 28Q: 3 clusters Score -8256184 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -8256227.000000 Penalty: 5307.347168
	Iteration 29Q: 3 clusters Score -8256227 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -8256236.000000 Penalty: 5307.347168
	Iteration 30Q: 3 clusters Score -8256236 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -8256216.500000 Penalty: 5307.347168
	Iteration 31Q: 3 clusters Score -8256216 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -8256228.000000 Penalty: 5307.347168
	Iteration 32Q: 3 clusters Score -8256228 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -8256265.000000 Penalty: 5307.347168
	Iteration 33Q: 3 clusters Score -8256265 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -8256304.500000 Penalty: 5307.347168
	Iteration 34Q: 3 clusters Score -8256304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -8256332.500000 Penalty: 5307.347168
	Iteration 35Q: 3 clusters Score -8256332 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -8256329.000000 Penalty: 5307.347168
	Iteration 36Q: 3 clusters Score -8256329 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -8256318.500000 Penalty: 5307.347168
	Iteration 37Q: 3 clusters Score -8256318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -8256326.000000 Penalty: 5307.347168
	Iteration 38Q: 3 clusters Score -8256326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -8256368.500000 Penalty: 5307.347168
	Iteration 39Q: 3 clusters Score -8256368 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -8256392.000000 Penalty: 5307.347168
	Iteration 40F: 3 clusters Score -8256392 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -8256428.500000 Penalty: 5307.347168
	Iteration 41Q: 3 clusters Score -8256428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -8256445.500000 Penalty: 5307.347168
	Iteration 42Q: 3 clusters Score -8256446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -8256477.500000 Penalty: 5307.347168
	Iteration 43Q: 3 clusters Score -8256478 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -8256516.000000 Penalty: 5307.347168
	Iteration 44Q: 3 clusters Score -8256516 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -8256527.000000 Penalty: 5307.347168
	Iteration 45Q: 3 clusters Score -8256527 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -8256547.000000 Penalty: 5307.347168
	Iteration 46Q: 3 clusters Score -8256547 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -8256579.000000 Penalty: 5307.347168
	Iteration 47Q: 3 clusters Score -8256579 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -8256588.000000 Penalty: 5307.347168
	Iteration 48Q: 3 clusters Score -8256588 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -8256611.500000 Penalty: 5307.347168
	Iteration 49Q: 3 clusters Score -8256612 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -8256646.500000 Penalty: 5307.347168
	Iteration 50Q: 3 clusters Score -8256646 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -8256651.000000 Penalty: 5307.347168
	Iteration 51Q: 3 clusters Score -8256651 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -8256665.500000 Penalty: 5307.347168
	Iteration 52Q: 3 clusters Score -8256666 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -8256712.500000 Penalty: 5307.347168
	Iteration 53Q: 3 clusters Score -8256712 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -8256730.500000 Penalty: 5307.347168
	Iteration 54Q: 3 clusters Score -8256730 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -8256750.500000 Penalty: 5307.347168
	Iteration 55Q: 3 clusters Score -8256750 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -8256792.500000 Penalty: 5307.347168
	Iteration 56Q: 3 clusters Score -8256792 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -8256786.500000 Penalty: 5307.347168
	Iteration 57Q: 3 clusters Score -8256786 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -8256823.000000 Penalty: 5307.347168
	Iteration 58Q: 3 clusters Score -8256823 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -8256828.500000 Penalty: 5307.347168
	Iteration 59Q: 3 clusters Score -8256828 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -8256860.500000 Penalty: 5307.347168
	Iteration 60F: 3 clusters Score -8256860 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -8256886.500000 Penalty: 5307.347168
	Iteration 61Q: 3 clusters Score -8256886 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -8256906.000000 Penalty: 5307.347168
	Iteration 62Q: 3 clusters Score -8256906 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -8256923.500000 Penalty: 5307.347168
	Iteration 63Q: 3 clusters Score -8256924 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -8256928.000000 Penalty: 5307.347168
	Iteration 64Q: 3 clusters Score -8256928 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -8256954.000000 Penalty: 5307.347168
	Iteration 65Q: 3 clusters Score -8256954 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -8256984.500000 Penalty: 5307.347168
	Iteration 66Q: 3 clusters Score -8256984 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -8257020.500000 Penalty: 5307.347168
	Iteration 67Q: 3 clusters Score -8257020 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -8257002.500000 Penalty: 5307.347168
	Iteration 68Q: 3 clusters Score -8257002 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -8257020.500000 Penalty: 5307.347168
	Iteration 69Q: 3 clusters Score -8257020 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -8257040.500000 Penalty: 5307.347168
	Iteration 70Q: 3 clusters Score -8257040 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -8257038.500000 Penalty: 5307.347168
	Iteration 71Q: 3 clusters Score -8257038 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -8257066.000000 Penalty: 5307.347168
	Iteration 72Q: 3 clusters Score -8257066 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -8257081.500000 Penalty: 5307.347168
	Iteration 73Q: 3 clusters Score -8257082 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -8257092.500000 Penalty: 5307.347168
	Iteration 74Q: 3 clusters Score -8257092 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -8257116.500000 Penalty: 5307.347168
	Iteration 75Q: 3 clusters Score -8257116 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -8257119.500000 Penalty: 5307.347168
	Iteration 76Q: 3 clusters Score -8257120 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -8257147.000000 Penalty: 5307.347168
	Iteration 77Q: 3 clusters Score -8257147 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -8257145.500000 Penalty: 5307.347168
	Iteration 78Q: 3 clusters Score -8257146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -8257156.500000 Penalty: 5307.347168
	Iteration 79Q: 3 clusters Score -8257156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -8257145.500000 Penalty: 5307.347168
	Iteration 80F: 3 clusters Score -8257146 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -8257169.500000 Penalty: 5307.347168
	Iteration 81Q: 3 clusters Score -8257170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -8257175.500000 Penalty: 5307.347168
	Iteration 82Q: 3 clusters Score -8257176 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -8257173.500000 Penalty: 5307.347168
	Iteration 83Q: 3 clusters Score -8257174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -8257187.500000 Penalty: 5307.347168
	Iteration 84Q: 3 clusters Score -8257188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -8257187.000000 Penalty: 5307.347168
	Iteration 85Q: 3 clusters Score -8257187 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -8257202.000000 Penalty: 5307.347168
	Iteration 86Q: 3 clusters Score -8257202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -8257204.000000 Penalty: 5307.347168
	Iteration 87Q: 3 clusters Score -8257204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -8257219.000000 Penalty: 5307.347168
	Iteration 88Q: 3 clusters Score -8257219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -8257210.000000 Penalty: 5307.347168
	Iteration 89Q: 3 clusters Score -8257210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -8257206.500000 Penalty: 5307.347168
	Iteration 90Q: 3 clusters Score -8257206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -8257209.500000 Penalty: 5307.347168
	Iteration 91Q: 3 clusters Score -8257210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -8257207.500000 Penalty: 5307.347168
	Iteration 92Q: 3 clusters Score -8257208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -8257201.500000 Penalty: 5307.347168
	Iteration 93Q: 3 clusters Score -8257202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -8257214.000000 Penalty: 5307.347168
	Iteration 94Q: 3 clusters Score -8257214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -8257219.000000 Penalty: 5307.347168
	Iteration 95Q: 3 clusters Score -8257219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -8257217.000000 Penalty: 5307.347168
	Iteration 96Q: 3 clusters Score -8257217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -8257215.000000 Penalty: 5307.347168
	Iteration 97Q: 3 clusters Score -8257215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -8257226.500000 Penalty: 5307.347168
	Iteration 98Q: 3 clusters Score -8257226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -8257222.500000 Penalty: 5307.347168
	Iteration 99Q: 3 clusters Score -8257222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -8257221.000000 Penalty: 5307.347168
	Iteration 100F: 3 clusters Score -8257221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8257220.000000 Penalty: 5307.347168
	Iteration 101Q: 3 clusters Score -8257220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -8257212.000000 Penalty: 5307.347168
	Iteration 102Q: 3 clusters Score -8257212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8257214.000000 Penalty: 5307.347168
	Iteration 103Q: 3 clusters Score -8257214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -8257211.000000 Penalty: 5307.347168
	Iteration 104Q: 3 clusters Score -8257211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -8257198.000000 Penalty: 5307.347168
	Iteration 105Q: 3 clusters Score -8257198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -8257199.500000 Penalty: 5307.347168
	Iteration 106Q: 3 clusters Score -8257200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -8257214.000000 Penalty: 5307.347168
	Iteration 107Q: 3 clusters Score -8257214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -8257207.500000 Penalty: 5307.347168
	Iteration 108Q: 3 clusters Score -8257208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -8257208.000000 Penalty: 5307.347168
	Iteration 109Q: 3 clusters Score -8257208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -8257207.000000 Penalty: 5307.347168
	Iteration 110Q: 3 clusters Score -8257207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8257204.000000 Penalty: 5307.347168
	Iteration 111Q: 3 clusters Score -8257204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -8257200.000000 Penalty: 5307.347168
	Iteration 112Q: 3 clusters Score -8257200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -8257200.500000 Penalty: 5307.347168
	Iteration 113Q: 3 clusters Score -8257200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -8257195.500000 Penalty: 5307.347168
	Iteration 114Q: 3 clusters Score -8257196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -8257200.000000 Penalty: 5307.347168
	Iteration 115Q: 3 clusters Score -8257200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -8257200.000000 Penalty: 5307.347168
	Iteration 116F: 3 clusters Score -8257200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -188006.453125 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -188006.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -186004.703125 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -186004.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -186398.156250 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -186398.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -186577.828125 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -186577.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -186721.437500 Penalty: 3490.801514
	Iteration 3F: 3 clusters Score -186721.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -186841.875000 Penalty: 3490.801514
	Iteration 4F: 3 clusters Score -186841.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -186956.531250 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -186956.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -187044.234375 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -187044.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -187103.125000 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -187103.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -187140.328125 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -187140.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -187166.125000 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -187166.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -187187.984375 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -187188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -187203.843750 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -187203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -187213.343750 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -187213.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -187220.187500 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -187220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -187225.156250 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -187225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -187226.390625 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -187226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -187226.875000 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -187226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -187226.875000 Penalty: 3490.801514
	Iteration 17F: 3 clusters Score -187226.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Entering Unmasked Estep 
Score: -6112057.000000 Penalty: 2580.219482
	Iteration 0F: 2 clusters Score -6112057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -6089596.000000 Penalty: 5160.438965
	Iteration 0F: 3 clusters Score -6089596 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -6097542.500000 Penalty: 5160.438965
	Iteration 1F: 3 clusters Score -6097542 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -6097922.000000 Penalty: 5160.438965
	Iteration 2Q: 3 clusters Score -6097922 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -6098279.500000 Penalty: 5160.438965
	Iteration 3Q: 3 clusters Score -6098280 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -6098568.500000 Penalty: 5160.438965
	Iteration 4Q: 3 clusters Score -6098568 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -6098836.000000 Penalty: 5160.438965
	Iteration 5Q: 3 clusters Score -6098836 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -6099100.000000 Penalty: 5160.438965
	Iteration 6Q: 3 clusters Score -6099100 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -6099360.000000 Penalty: 5160.438965
	Iteration 7Q: 3 clusters Score -6099360 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -6099798.500000 Penalty: 5160.438965
	Iteration 8Q: 3 clusters Score -6099798 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -6100560.000000 Penalty: 5160.438965
	Iteration 9Q: 3 clusters Score -6100560 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -6101684.500000 Penalty: 5160.438965
	Iteration 10Q: 3 clusters Score -6101684 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -6102959.000000 Penalty: 5160.438965
	Iteration 11Q: 3 clusters Score -6102959 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -6104187.500000 Penalty: 5160.438965
	Iteration 12F: 3 clusters Score -6104188 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -6105370.000000 Penalty: 5160.438965
	Iteration 13F: 3 clusters Score -6105370 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -6106415.000000 Penalty: 5160.438965
	Iteration 14Q: 3 clusters Score -6106415 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -6107225.000000 Penalty: 5160.438965
	Iteration 15Q: 3 clusters Score -6107225 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -6107814.500000 Penalty: 5160.438965
	Iteration 16Q: 3 clusters Score -6107814 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6108210 nChanged 825
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6108530 nChanged 695
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6108790 nChanged 591
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Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6108948 nChanged 504
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Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6109094 nChanged 491
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Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6109238 nChanged 458
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Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6109395 nChanged 433
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Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6109502 nChanged 396
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Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6109664 nChanged 393
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Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6109773 nChanged 378
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Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6109915 nChanged 350
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Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6110046 nChanged 273
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Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6110099 nChanged 217
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Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6110143 nChanged 173
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Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6110190 nChanged 129
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Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -6110206.000000 Penalty: 5160.438965
	Iteration 32Q: 3 clusters Score -6110206 nChanged 122
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Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6110222 nChanged 109
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Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6110242 nChanged 92
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Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6110268 nChanged 69
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Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6110272 nChanged 37
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Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6110280 nChanged 37
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Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6110294 nChanged 38
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Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6110286 nChanged 36
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Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6110298 nChanged 44
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Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6110316 nChanged 32
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Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6110328 nChanged 21
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Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -6110331.000000 Penalty: 5160.438965
	Iteration 43Q: 3 clusters Score -6110331 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -6110319.000000 Penalty: 5160.438965
	Iteration 44Q: 3 clusters Score -6110319 nChanged 7
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Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6110322 nChanged 8
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Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6110320 nChanged 10
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Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6110319 nChanged 12
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Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6110332 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6110339 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6110332 nChanged 4
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Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6110333 nChanged 4
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Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6110334 nChanged 7
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Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6110342 nChanged 8
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Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6110344 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6110340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6110338 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -6110330.500000 Penalty: 5160.438965
	Iteration 57Q: 3 clusters Score -6110330 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6110330 nChanged 16
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Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6110344 nChanged 18
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Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6110338 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6110326 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6110332 nChanged 21
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Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6110337 nChanged 19
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Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6110337 nChanged 13
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Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6110350 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16404 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6110354 nChanged 11
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Mstep: Class 1 contains 16415 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6110354 nChanged 17
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Mstep: Class 1 contains 16432 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6110353 nChanged 25
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Mstep: Class 1 contains 16457 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6110345 nChanged 30
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Mstep: Class 1 contains 16487 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6110348 nChanged 23
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Mstep: Class 1 contains 16510 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6110359 nChanged 14
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Mstep: Class 1 contains 16524 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6110360 nChanged 9
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Mstep: Class 1 contains 16533 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6110364 nChanged 8
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Mstep: Class 1 contains 16541 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6110360 nChanged 10
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Mstep: Class 1 contains 16549 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6110378 nChanged 9
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Mstep: Class 1 contains 16558 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6110372 nChanged 8
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Mstep: Class 1 contains 16566 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6110373 nChanged 12
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Mstep: Class 1 contains 16578 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6110379 nChanged 15
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Mstep: Class 1 contains 16593 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6110376 nChanged 22
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6110365 nChanged 23
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Mstep: Class 1 contains 16638 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6110378 nChanged 21
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Mstep: Class 1 contains 16659 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6110368 nChanged 23
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Mstep: Class 1 contains 16682 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6110379 nChanged 23
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Mstep: Class 1 contains 16705 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6110384 nChanged 18
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Mstep: Class 1 contains 16723 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6110396 nChanged 16
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6110390 nChanged 8
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Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 16250 members 
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	Iteration 87Q: 3 clusters Score -6110390 nChanged 8
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Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 16242 members 
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	Iteration 88Q: 3 clusters Score -6110391 nChanged 3
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Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 16239 members 
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	Iteration 89Q: 3 clusters Score -6110388 nChanged 4
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Mstep: Class 1 contains 16760 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6110386 nChanged 4
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Mstep: Class 1 contains 16764 members 
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	Iteration 91Q: 3 clusters Score -6110388 nChanged 1
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Mstep: Class 1 contains 16765 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6110392 nChanged 3
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	Iteration 93Q: 3 clusters Score -6110388 nChanged 3
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	Iteration 94Q: 3 clusters Score -6110391 nChanged 6
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	Iteration 95Q: 3 clusters Score -6110390 nChanged 8
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	Iteration 96Q: 3 clusters Score -6110390 nChanged 6
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6110384 nChanged 7
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Mstep: Class 1 contains 16796 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6110389 nChanged 5
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Mstep: Class 1 contains 16801 members 
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	Iteration 99Q: 3 clusters Score -6110386 nChanged 2
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Mstep: Class 1 contains 16803 members 
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	Iteration 100F: 3 clusters Score -6110391 nChanged 6
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Mstep: Class 1 contains 16809 members 
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	Iteration 101Q: 3 clusters Score -6110390 nChanged 5
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Mstep: Class 1 contains 16814 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6110388 nChanged 2
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Mstep: Class 1 contains 16816 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6110386 nChanged 3
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6110387 nChanged 5
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	Iteration 105Q: 3 clusters Score -6110389 nChanged 3
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	Iteration 106Q: 3 clusters Score -6110392 nChanged 5
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6110396 nChanged 8
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	Iteration 108Q: 3 clusters Score -6110402 nChanged 4
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	Iteration 109Q: 3 clusters Score -6110402 nChanged 7
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Entering Unmasked Estep 
Score: -6110401.000000 Penalty: 5160.438965
	Iteration 110Q: 3 clusters Score -6110401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -6110406.500000 Penalty: 5160.438965
	Iteration 111Q: 3 clusters Score -6110406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -6110408.500000 Penalty: 5160.438965
	Iteration 112Q: 3 clusters Score -6110408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -6110408.000000 Penalty: 5160.438965
	Iteration 113Q: 3 clusters Score -6110408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -6110400.000000 Penalty: 5160.438965
	Iteration 114Q: 3 clusters Score -6110400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -6110402.500000 Penalty: 5160.438965
	Iteration 115Q: 3 clusters Score -6110402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -6110403.500000 Penalty: 5160.438965
	Iteration 116Q: 3 clusters Score -6110404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -6110397.500000 Penalty: 5160.438965
	Iteration 117Q: 3 clusters Score -6110398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -6110402.500000 Penalty: 5160.438965
	Iteration 118Q: 3 clusters Score -6110402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -6110408.000000 Penalty: 5160.438965
	Iteration 119Q: 3 clusters Score -6110408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -6110408.000000 Penalty: 5160.438965
	Iteration 120F: 3 clusters Score -6110408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -399520.218750 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -399520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -396696.843750 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -396696.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -397224.218750 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -397224.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -397373.093750 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -397373.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -397469.812500 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -397469.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -397548.812500 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -397548.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -397602.093750 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -397602.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -397637.187500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -397637.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -397657.625000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -397657.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -397671.875000 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -397671.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -397690.187500 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -397690.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -397710.000000 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -397710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -397723.531250 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -397723.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -397738.281250 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -397738.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -397747.781250 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -397747.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -397754.593750 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -397754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -397761.750000 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -397761.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -397770.718750 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -397770.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -397778.187500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -397778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -397786.250000 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -397786.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -397799.343750 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -397799.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -397812.250000 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -397812.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -397827.187500 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -397827.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -397846.625000 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -397846.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -397868.531250 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -397868.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -397902.687500 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -397902.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -397933.000000 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -397933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -397964.187500 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -397964.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -397984.218750 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -397984.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -397997.937500 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -397997.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -398009.656250 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -398009.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -398018.031250 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -398018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -398029.156250 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -398029.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -398037.250000 Penalty: 3838.722168
	Iteration 32Q: 3 clusters Score -398037.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -398042.937500 Penalty: 3838.722168
	Iteration 33Q: 3 clusters Score -398042.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -398048.593750 Penalty: 3838.722168
	Iteration 34Q: 3 clusters Score -398048.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -398052.906250 Penalty: 3838.722168
	Iteration 35Q: 3 clusters Score -398052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -398058.593750 Penalty: 3838.722168
	Iteration 36Q: 3 clusters Score -398058.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -398063.125000 Penalty: 3838.722168
	Iteration 37Q: 3 clusters Score -398063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -398065.281250 Penalty: 3838.722168
	Iteration 38Q: 3 clusters Score -398065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -398067.593750 Penalty: 3838.722168
	Iteration 39Q: 3 clusters Score -398067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -398069.812500 Penalty: 3838.722168
	Iteration 40F: 3 clusters Score -398069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -398070.343750 Penalty: 3838.722168
	Iteration 41Q: 3 clusters Score -398070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -398070.500000 Penalty: 3838.722168
	Iteration 42Q: 3 clusters Score -398070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -398070.500000 Penalty: 3838.722168
	Iteration 43F: 3 clusters Score -398070.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -136286.578125 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -136286.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -134584.406250 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -134584.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -134936.406250 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -134936.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -135075.234375 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -135075.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -135231.890625 Penalty: 3304.280029
	Iteration 3F: 3 clusters Score -135231.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -135301.734375 Penalty: 3304.280029
	Iteration 4Q: 3 clusters Score -135301.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -135407.453125 Penalty: 3304.280029
	Iteration 5Q: 3 clusters Score -135407.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -135484.609375 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -135484.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -135523.656250 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -135523.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -135545.265625 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -135545.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -135558.015625 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -135558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -135570.125000 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -135570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -135589.046875 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -135589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -135621.218750 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -135621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -135643.718750 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -135643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -135678.421875 Penalty: 3304.280029
	Iteration 14Q: 3 clusters Score -135678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -135700.937500 Penalty: 3304.280029
	Iteration 15Q: 3 clusters Score -135700.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -135712.546875 Penalty: 3304.280029
	Iteration 16Q: 3 clusters Score -135712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -135726.250000 Penalty: 3304.280029
	Iteration 17Q: 3 clusters Score -135726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -135735.484375 Penalty: 3304.280029
	Iteration 18Q: 3 clusters Score -135735.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -135744.250000 Penalty: 3304.280029
	Iteration 19Q: 3 clusters Score -135744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -135759.531250 Penalty: 3304.280029
	Iteration 20F: 3 clusters Score -135759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -135776.703125 Penalty: 3304.280029
	Iteration 21Q: 3 clusters Score -135776.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -135790.750000 Penalty: 3304.280029
	Iteration 22Q: 3 clusters Score -135790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -135801.281250 Penalty: 3304.280029
	Iteration 23Q: 3 clusters Score -135801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -135802.187500 Penalty: 3304.280029
	Iteration 24Q: 3 clusters Score -135802.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -135802.187500 Penalty: 3304.280029
	Iteration 25F: 3 clusters Score -135802.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Entering Unmasked Estep 
Score: -5868198.500000 Penalty: 2570.672852
	Iteration 0F: 2 clusters Score -5868198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -5846638.000000 Penalty: 5141.345703
	Iteration 0F: 3 clusters Score -5846638 nChanged 14365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -5854673.500000 Penalty: 5141.345703
	Iteration 1F: 3 clusters Score -5854674 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -5855231.000000 Penalty: 5141.345703
	Iteration 2Q: 3 clusters Score -5855231 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -5855802.500000 Penalty: 5141.345703
	Iteration 3Q: 3 clusters Score -5855802 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -5856511.500000 Penalty: 5141.345703
	Iteration 4Q: 3 clusters Score -5856512 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -5857487.500000 Penalty: 5141.345703
	Iteration 5F: 3 clusters Score -5857488 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -5858800.500000 Penalty: 5141.345703
	Iteration 6F: 3 clusters Score -5858800 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -5860447.000000 Penalty: 5141.345703
	Iteration 7F: 3 clusters Score -5860447 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5862404 nChanged 1677
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5863894 nChanged 1147
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Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5864695 nChanged 645
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Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5865064 nChanged 502
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Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5865312 nChanged 397
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Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5865478 nChanged 343
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6515 members 
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5865684 nChanged 276
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Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5865732 nChanged 258
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Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5865804 nChanged 206
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Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5865838 nChanged 184
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Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5865870 nChanged 164
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Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5865911 nChanged 154
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Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5865927 nChanged 138
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Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5865974 nChanged 116
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Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5865973 nChanged 120
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Mstep: Class 1 contains 4959 members 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5865984 nChanged 114
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Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5865972 nChanged 108
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5865985 nChanged 99
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Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5865992 nChanged 107
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Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5866009 nChanged 90
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Mstep: Class 1 contains 4441 members 
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	Iteration 29Q: 3 clusters Score -5866045 nChanged 97
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	Iteration 31Q: 3 clusters Score -5866085 nChanged 73
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	Iteration 32Q: 3 clusters Score -5866078 nChanged 81
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Mstep: Class 1 contains 4110 members 
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	Iteration 33Q: 3 clusters Score -5866096 nChanged 66
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Mstep: Class 1 contains 4044 members 
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	Iteration 34Q: 3 clusters Score -5866098 nChanged 70
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5866092 nChanged 49
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Mstep: Class 1 contains 3925 members 
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	Iteration 36Q: 3 clusters Score -5866086 nChanged 54
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Mstep: Class 1 contains 3871 members 
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	Iteration 37Q: 3 clusters Score -5866092 nChanged 48
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	Iteration 38Q: 3 clusters Score -5866106 nChanged 43
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Mstep: Class 1 contains 3782 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5866112 nChanged 45
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	Iteration 40F: 3 clusters Score -5866098 nChanged 43
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Mstep: Class 1 contains 3694 members 
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	Iteration 41Q: 3 clusters Score -5866104 nChanged 36
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Mstep: Class 1 contains 3658 members 
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	Iteration 42Q: 3 clusters Score -5866110 nChanged 27
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Mstep: Class 1 contains 3631 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5866101 nChanged 25
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5866102 nChanged 33
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Mstep: Class 1 contains 3575 members 
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	Iteration 45Q: 3 clusters Score -5866102 nChanged 28
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Mstep: Class 1 contains 3547 members 
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	Iteration 46Q: 3 clusters Score -5866104 nChanged 29
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Mstep: Class 1 contains 3518 members 
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	Iteration 47Q: 3 clusters Score -5866104 nChanged 33
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Mstep: Class 1 contains 3485 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5866109 nChanged 35
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Mstep: Class 1 contains 3450 members 
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	Iteration 49Q: 3 clusters Score -5866108 nChanged 43
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Mstep: Class 1 contains 3407 members 
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	Iteration 50Q: 3 clusters Score -5866110 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3367 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5866120 nChanged 49
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Mstep: Class 1 contains 3318 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5866139 nChanged 42
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Mstep: Class 1 contains 3276 members 
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	Iteration 53Q: 3 clusters Score -5866139 nChanged 44
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Mstep: Class 1 contains 3232 members 
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	Iteration 54Q: 3 clusters Score -5866140 nChanged 33
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Mstep: Class 1 contains 3199 members 
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	Iteration 55Q: 3 clusters Score -5866146 nChanged 20
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Mstep: Class 1 contains 3179 members 
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	Iteration 56Q: 3 clusters Score -5866146 nChanged 26
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Mstep: Class 1 contains 3153 members 
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	Iteration 57Q: 3 clusters Score -5866148 nChanged 29
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	Iteration 58Q: 3 clusters Score -5866138 nChanged 27
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Mstep: Class 1 contains 3097 members 
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	Iteration 59Q: 3 clusters Score -5866152 nChanged 21
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	Iteration 60F: 3 clusters Score -5866148 nChanged 23
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Mstep: Class 1 contains 3053 members 
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	Iteration 61Q: 3 clusters Score -5866153 nChanged 17
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	Iteration 62Q: 3 clusters Score -5866156 nChanged 19
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	Iteration 63Q: 3 clusters Score -5866159 nChanged 22
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Mstep: Class 1 contains 2995 members 
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	Iteration 64Q: 3 clusters Score -5866170 nChanged 15
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Mstep: Class 1 contains 2980 members 
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	Iteration 65Q: 3 clusters Score -5866173 nChanged 26
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Mstep: Class 1 contains 2956 members 
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	Iteration 67Q: 3 clusters Score -5866162 nChanged 20
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Mstep: Class 1 contains 2915 members 
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	Iteration 68Q: 3 clusters Score -5866172 nChanged 20
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	Iteration 69Q: 3 clusters Score -5866178 nChanged 33
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	Iteration 70Q: 3 clusters Score -5866181 nChanged 34
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Mstep: Class 1 contains 2830 members 
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	Iteration 71Q: 3 clusters Score -5866188 nChanged 31
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Mstep: Class 1 contains 2801 members 
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	Iteration 72Q: 3 clusters Score -5866194 nChanged 25
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	Iteration 73Q: 3 clusters Score -5866204 nChanged 20
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Mstep: Class 1 contains 2756 members 
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	Iteration 74Q: 3 clusters Score -5866204 nChanged 18
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	Iteration 75Q: 3 clusters Score -5866208 nChanged 23
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	Iteration 76Q: 3 clusters Score -5866213 nChanged 19
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5866216 nChanged 18
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	Iteration 78Q: 3 clusters Score -5866214 nChanged 20
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	Iteration 79Q: 3 clusters Score -5866203 nChanged 20
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Mstep: Class 1 contains 2638 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5866202 nChanged 22
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Mstep: Class 1 contains 2616 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5866218 nChanged 15
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	Iteration 82Q: 3 clusters Score -5866214 nChanged 12
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Mstep: Class 1 contains 2589 members 
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	Iteration 83Q: 3 clusters Score -5866216 nChanged 10
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Mstep: Class 1 contains 2579 members 
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	Iteration 84Q: 3 clusters Score -5866214 nChanged 12
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	Iteration 85Q: 3 clusters Score -5866215 nChanged 7
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	Iteration 86Q: 3 clusters Score -5866218 nChanged 11
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	Iteration 87Q: 3 clusters Score -5866218 nChanged 12
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	Iteration 88Q: 3 clusters Score -5866233 nChanged 9
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	Iteration 89Q: 3 clusters Score -5866230 nChanged 10
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	Iteration 90Q: 3 clusters Score -5866234 nChanged 9
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Mstep: Class 1 contains 2509 members 
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	Iteration 91Q: 3 clusters Score -5866242 nChanged 12
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5866240 nChanged 8
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	Iteration 93Q: 3 clusters Score -5866246 nChanged 8
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	Iteration 94Q: 3 clusters Score -5866242 nChanged 5
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	Iteration 95Q: 3 clusters Score -5866245 nChanged 5
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	Iteration 96Q: 3 clusters Score -5866241 nChanged 5
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	Iteration 97Q: 3 clusters Score -5866246 nChanged 5
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	Iteration 98Q: 3 clusters Score -5866246 nChanged 4
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5866253 nChanged 3
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5866244 nChanged 3
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	Iteration 101Q: 3 clusters Score -5866244 nChanged 7
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Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -5866254.500000 Penalty: 5141.345703
	Iteration 102Q: 3 clusters Score -5866254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -5866254.000000 Penalty: 5141.345703
	Iteration 103Q: 3 clusters Score -5866254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5866252.000000 Penalty: 5141.345703
	Iteration 104Q: 3 clusters Score -5866252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -5866254.000000 Penalty: 5141.345703
	Iteration 105Q: 3 clusters Score -5866254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5866255.500000 Penalty: 5141.345703
	Iteration 106Q: 3 clusters Score -5866256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -5866253.500000 Penalty: 5141.345703
	Iteration 107Q: 3 clusters Score -5866254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5866255.500000 Penalty: 5141.345703
	Iteration 108Q: 3 clusters Score -5866256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -5866252.500000 Penalty: 5141.345703
	Iteration 109Q: 3 clusters Score -5866252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -5866255.500000 Penalty: 5141.345703
	Iteration 110Q: 3 clusters Score -5866256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -5866255.500000 Penalty: 5141.345703
	Iteration 111Q: 3 clusters Score -5866256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -5866259.500000 Penalty: 5141.345703
	Iteration 112Q: 3 clusters Score -5866260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -5866259.500000 Penalty: 5141.345703
	Iteration 113F: 3 clusters Score -5866260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Entering Unmasked Estep 
Score: -5534819.000000 Penalty: 2562.372803
	Iteration 0F: 2 clusters Score -5534819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -5513785.500000 Penalty: 5124.745605
	Iteration 0F: 3 clusters Score -5513786 nChanged 13784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -5520966.500000 Penalty: 5124.745605
	Iteration 1F: 3 clusters Score -5520966 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -5521345.000000 Penalty: 5124.745605
	Iteration 2Q: 3 clusters Score -5521345 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -5521671.500000 Penalty: 5124.745605
	Iteration 3Q: 3 clusters Score -5521672 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -5521941.000000 Penalty: 5124.745605
	Iteration 4Q: 3 clusters Score -5521941 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -5522109.500000 Penalty: 5124.745605
	Iteration 5Q: 3 clusters Score -5522110 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -5522323.000000 Penalty: 5124.745605
	Iteration 6Q: 3 clusters Score -5522323 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -5522560.500000 Penalty: 5124.745605
	Iteration 7Q: 3 clusters Score -5522560 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -5522846.500000 Penalty: 5124.745605
	Iteration 8Q: 3 clusters Score -5522846 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -5523231.000000 Penalty: 5124.745605
	Iteration 9Q: 3 clusters Score -5523231 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -5523860.500000 Penalty: 5124.745605
	Iteration 10Q: 3 clusters Score -5523860 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -5524867.000000 Penalty: 5124.745605
	Iteration 11F: 3 clusters Score -5524867 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -5526380.000000 Penalty: 5124.745605
	Iteration 12F: 3 clusters Score -5526380 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5528455.000000 Penalty: 5124.745605
	Iteration 13F: 3 clusters Score -5528455 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5530362.500000 Penalty: 5124.745605
	Iteration 14F: 3 clusters Score -5530362 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5531598.500000 Penalty: 5124.745605
	Iteration 15Q: 3 clusters Score -5531598 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5532126.500000 Penalty: 5124.745605
	Iteration 16Q: 3 clusters Score -5532126 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5532352.000000 Penalty: 5124.745605
	Iteration 17Q: 3 clusters Score -5532352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5532455.500000 Penalty: 5124.745605
	Iteration 18Q: 3 clusters Score -5532456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5532501.500000 Penalty: 5124.745605
	Iteration 19Q: 3 clusters Score -5532502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5532521.500000 Penalty: 5124.745605
	Iteration 20F: 3 clusters Score -5532522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5532534.500000 Penalty: 5124.745605
	Iteration 21Q: 3 clusters Score -5532534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5532539.500000 Penalty: 5124.745605
	Iteration 22Q: 3 clusters Score -5532540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5532545.500000 Penalty: 5124.745605
	Iteration 23Q: 3 clusters Score -5532546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5532546.000000 Penalty: 5124.745605
	Iteration 24Q: 3 clusters Score -5532546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5532551.500000 Penalty: 5124.745605
	Iteration 25Q: 3 clusters Score -5532552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5532561.500000 Penalty: 5124.745605
	Iteration 26Q: 3 clusters Score -5532562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5532564.000000 Penalty: 5124.745605
	Iteration 27Q: 3 clusters Score -5532564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5532562.500000 Penalty: 5124.745605
	Iteration 28Q: 3 clusters Score -5532562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5532562.500000 Penalty: 5124.745605
	Iteration 29F: 3 clusters Score -5532562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Entering Unmasked Estep 
Score: -7284969.500000 Penalty: 2622.537354
	Iteration 0F: 2 clusters Score -7284970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -7258742.000000 Penalty: 5245.074707
	Iteration 0F: 3 clusters Score -7258742 nChanged 17813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -7268689.000000 Penalty: 5245.074707
	Iteration 1F: 3 clusters Score -7268689 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -7269478.000000 Penalty: 5245.074707
	Iteration 2Q: 3 clusters Score -7269478 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -7270544.000000 Penalty: 5245.074707
	Iteration 3F: 3 clusters Score -7270544 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -7272014.500000 Penalty: 5245.074707
	Iteration 4F: 3 clusters Score -7272014 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -7274006.000000 Penalty: 5245.074707
	Iteration 5F: 3 clusters Score -7274006 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -7276521.500000 Penalty: 5245.074707
	Iteration 6F: 3 clusters Score -7276522 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -7279068.500000 Penalty: 5245.074707
	Iteration 7F: 3 clusters Score -7279068 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -7281090.500000 Penalty: 5245.074707
	Iteration 8F: 3 clusters Score -7281090 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -7282262.500000 Penalty: 5245.074707
	Iteration 9Q: 3 clusters Score -7282262 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -7282779.000000 Penalty: 5245.074707
	Iteration 10Q: 3 clusters Score -7282779 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -7283067.500000 Penalty: 5245.074707
	Iteration 11Q: 3 clusters Score -7283068 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -7283241.500000 Penalty: 5245.074707
	Iteration 12Q: 3 clusters Score -7283242 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -7283356.000000 Penalty: 5245.074707
	Iteration 13Q: 3 clusters Score -7283356 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -7283467.000000 Penalty: 5245.074707
	Iteration 14Q: 3 clusters Score -7283467 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -7283509.000000 Penalty: 5245.074707
	Iteration 15Q: 3 clusters Score -7283509 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -7283529.000000 Penalty: 5245.074707
	Iteration 16Q: 3 clusters Score -7283529 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -7283578.500000 Penalty: 5245.074707
	Iteration 17Q: 3 clusters Score -7283578 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -7283603.000000 Penalty: 5245.074707
	Iteration 18Q: 3 clusters Score -7283603 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -7283630.500000 Penalty: 5245.074707
	Iteration 19Q: 3 clusters Score -7283630 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -7283683.500000 Penalty: 5245.074707
	Iteration 20F: 3 clusters Score -7283684 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -7283730.000000 Penalty: 5245.074707
	Iteration 21Q: 3 clusters Score -7283730 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -7283726.000000 Penalty: 5245.074707
	Iteration 22Q: 3 clusters Score -7283726 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7283761.000000 Penalty: 5245.074707
	Iteration 23Q: 3 clusters Score -7283761 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -7283755.500000 Penalty: 5245.074707
	Iteration 24Q: 3 clusters Score -7283756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -7283753.500000 Penalty: 5245.074707
	Iteration 25Q: 3 clusters Score -7283754 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -7283785.500000 Penalty: 5245.074707
	Iteration 26Q: 3 clusters Score -7283786 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7283806.500000 Penalty: 5245.074707
	Iteration 27Q: 3 clusters Score -7283806 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7283827.500000 Penalty: 5245.074707
	Iteration 28Q: 3 clusters Score -7283828 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7283828.000000 Penalty: 5245.074707
	Iteration 29Q: 3 clusters Score -7283828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -7283833.500000 Penalty: 5245.074707
	Iteration 30Q: 3 clusters Score -7283834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -7283847.000000 Penalty: 5245.074707
	Iteration 31Q: 3 clusters Score -7283847 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7283830.500000 Penalty: 5245.074707
	Iteration 32Q: 3 clusters Score -7283830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -7283818.500000 Penalty: 5245.074707
	Iteration 33Q: 3 clusters Score -7283818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7283834.000000 Penalty: 5245.074707
	Iteration 34Q: 3 clusters Score -7283834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7283849.000000 Penalty: 5245.074707
	Iteration 35Q: 3 clusters Score -7283849 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7283850.000000 Penalty: 5245.074707
	Iteration 36Q: 3 clusters Score -7283850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7283855.500000 Penalty: 5245.074707
	Iteration 37Q: 3 clusters Score -7283856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7283850.500000 Penalty: 5245.074707
	Iteration 38Q: 3 clusters Score -7283850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7283850.000000 Penalty: 5245.074707
	Iteration 39Q: 3 clusters Score -7283850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -7283848.500000 Penalty: 5245.074707
	Iteration 40F: 3 clusters Score -7283848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7283849.000000 Penalty: 5245.074707
	Iteration 41Q: 3 clusters Score -7283849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7283850.500000 Penalty: 5245.074707
	Iteration 42Q: 3 clusters Score -7283850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7283857.000000 Penalty: 5245.074707
	Iteration 43Q: 3 clusters Score -7283857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7283856.000000 Penalty: 5245.074707
	Iteration 44Q: 3 clusters Score -7283856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7283856.500000 Penalty: 5245.074707
	Iteration 45Q: 3 clusters Score -7283856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7283871.000000 Penalty: 5245.074707
	Iteration 46Q: 3 clusters Score -7283871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7283867.000000 Penalty: 5245.074707
	Iteration 47Q: 3 clusters Score -7283867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7283868.500000 Penalty: 5245.074707
	Iteration 48Q: 3 clusters Score -7283868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7283861.000000 Penalty: 5245.074707
	Iteration 49Q: 3 clusters Score -7283861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7283855.500000 Penalty: 5245.074707
	Iteration 50Q: 3 clusters Score -7283856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7283871.500000 Penalty: 5245.074707
	Iteration 51Q: 3 clusters Score -7283872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7283868.000000 Penalty: 5245.074707
	Iteration 52Q: 3 clusters Score -7283868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7283866.000000 Penalty: 5245.074707
	Iteration 53Q: 3 clusters Score -7283866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7283866.500000 Penalty: 5245.074707
	Iteration 54Q: 3 clusters Score -7283866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7283869.500000 Penalty: 5245.074707
	Iteration 55Q: 3 clusters Score -7283870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7283864.000000 Penalty: 5245.074707
	Iteration 56Q: 3 clusters Score -7283864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7283866.500000 Penalty: 5245.074707
	Iteration 57Q: 3 clusters Score -7283866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7283865.000000 Penalty: 5245.074707
	Iteration 58Q: 3 clusters Score -7283865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7283857.000000 Penalty: 5245.074707
	Iteration 59Q: 3 clusters Score -7283857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7283858.500000 Penalty: 5245.074707
	Iteration 60F: 3 clusters Score -7283858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7283863.000000 Penalty: 5245.074707
	Iteration 61Q: 3 clusters Score -7283863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7283861.000000 Penalty: 5245.074707
	Iteration 62Q: 3 clusters Score -7283861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7283862.000000 Penalty: 5245.074707
	Iteration 63Q: 3 clusters Score -7283862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7283864.500000 Penalty: 5245.074707
	Iteration 64Q: 3 clusters Score -7283864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7283864.500000 Penalty: 5245.074707
	Iteration 65F: 3 clusters Score -7283864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -144093.218750 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -144093.2 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 410 members 
Entering Unmasked Estep 
Score: -142342.750000 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -142342.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -142841.593750 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -142841.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -143088.281250 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -143088.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -143224.937500 Penalty: 3339.767334
	Iteration 3F: 3 clusters Score -143224.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -143316.328125 Penalty: 3339.767334
	Iteration 4Q: 3 clusters Score -143316.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -143382.000000 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -143382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -143486.546875 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -143486.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -143513.062500 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -143513.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -143528.203125 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -143528.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -143556.500000 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -143556.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -143568.515625 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -143568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -143575.328125 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -143575.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -143575.328125 Penalty: 3339.767334
	Iteration 12F: 3 clusters Score -143575.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -99154.531250 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -99154.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97491.718750 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -97491.72 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97770.523438 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -97770.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97983.078125 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -97983.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98116.710938 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -98116.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98222.929688 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -98222.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98269.976562 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -98269.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98315.132812 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -98315.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98358.078125 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -98358.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98392.945312 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98392.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -98425.445312 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98425.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98457.945312 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98457.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98473.484375 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98473.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98479.734375 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -98479.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98483.546875 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -98483.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98487.906250 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -98487.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98487.906250 Penalty: 3225.383789
	Iteration 15F: 3 clusters Score -98487.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Entering Unmasked Estep 
Score: -9166337.000000 Penalty: 2678.497070
	Iteration 0F: 2 clusters Score -9166337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -9135876.000000 Penalty: 5356.994141
	Iteration 0F: 3 clusters Score -9135876 nChanged 22538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -9148198.000000 Penalty: 5356.994141
	Iteration 1F: 3 clusters Score -9148198 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -9148606.000000 Penalty: 5356.994141
	Iteration 2Q: 3 clusters Score -9148606 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -9149005.000000 Penalty: 5356.994141
	Iteration 3Q: 3 clusters Score -9149005 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -9149499.000000 Penalty: 5356.994141
	Iteration 4Q: 3 clusters Score -9149499 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -9150053.000000 Penalty: 5356.994141
	Iteration 5Q: 3 clusters Score -9150053 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -9150833.000000 Penalty: 5356.994141
	Iteration 6Q: 3 clusters Score -9150833 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -9152042.000000 Penalty: 5356.994141
	Iteration 7Q: 3 clusters Score -9152042 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -9153913.000000 Penalty: 5356.994141
	Iteration 8F: 3 clusters Score -9153913 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -9156533.000000 Penalty: 5356.994141
	Iteration 9F: 3 clusters Score -9156533 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -9159759.000000 Penalty: 5356.994141
	Iteration 10F: 3 clusters Score -9159759 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -9162192.000000 Penalty: 5356.994141
	Iteration 11F: 3 clusters Score -9162192 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9163294.000000 Penalty: 5356.994141
	Iteration 12Q: 3 clusters Score -9163294 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9163763.000000 Penalty: 5356.994141
	Iteration 13Q: 3 clusters Score -9163763 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9163925.000000 Penalty: 5356.994141
	Iteration 14Q: 3 clusters Score -9163925 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9164000.000000 Penalty: 5356.994141
	Iteration 15Q: 3 clusters Score -9164000 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9164040.000000 Penalty: 5356.994141
	Iteration 16Q: 3 clusters Score -9164040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9164086.000000 Penalty: 5356.994141
	Iteration 17Q: 3 clusters Score -9164086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9164104.000000 Penalty: 5356.994141
	Iteration 18Q: 3 clusters Score -9164104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9164111.000000 Penalty: 5356.994141
	Iteration 19Q: 3 clusters Score -9164111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9164128.000000 Penalty: 5356.994141
	Iteration 20F: 3 clusters Score -9164128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9164145.000000 Penalty: 5356.994141
	Iteration 21Q: 3 clusters Score -9164145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9164162.000000 Penalty: 5356.994141
	Iteration 22Q: 3 clusters Score -9164162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9164152.000000 Penalty: 5356.994141
	Iteration 23Q: 3 clusters Score -9164152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9164156.000000 Penalty: 5356.994141
	Iteration 24Q: 3 clusters Score -9164156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9164162.000000 Penalty: 5356.994141
	Iteration 25Q: 3 clusters Score -9164162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9164163.000000 Penalty: 5356.994141
	Iteration 26Q: 3 clusters Score -9164163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9164166.000000 Penalty: 5356.994141
	Iteration 27Q: 3 clusters Score -9164166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9164169.000000 Penalty: 5356.994141
	Iteration 28Q: 3 clusters Score -9164169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9164169.000000 Penalty: 5356.994141
	Iteration 29F: 3 clusters Score -9164169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Entering Unmasked Estep 
Score: -5306350.500000 Penalty: 2543.472656
	Iteration 0F: 2 clusters Score -5306350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -5286824.000000 Penalty: 5086.945312
	Iteration 0F: 3 clusters Score -5286824 nChanged 12811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -5293691.500000 Penalty: 5086.945312
	Iteration 1F: 3 clusters Score -5293692 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -5294046.000000 Penalty: 5086.945312
	Iteration 2Q: 3 clusters Score -5294046 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -5294378.000000 Penalty: 5086.945312
	Iteration 3Q: 3 clusters Score -5294378 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -5294690.000000 Penalty: 5086.945312
	Iteration 4Q: 3 clusters Score -5294690 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5295041.500000 Penalty: 5086.945312
	Iteration 5Q: 3 clusters Score -5295042 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -5295494.000000 Penalty: 5086.945312
	Iteration 6Q: 3 clusters Score -5295494 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -5296100.500000 Penalty: 5086.945312
	Iteration 7Q: 3 clusters Score -5296100 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -5296859.000000 Penalty: 5086.945312
	Iteration 8Q: 3 clusters Score -5296859 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5297671.500000 Penalty: 5086.945312
	Iteration 9Q: 3 clusters Score -5297672 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -5298615.000000 Penalty: 5086.945312
	Iteration 10Q: 3 clusters Score -5298615 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -5299635.500000 Penalty: 5086.945312
	Iteration 11Q: 3 clusters Score -5299636 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -5300453.500000 Penalty: 5086.945312
	Iteration 12Q: 3 clusters Score -5300454 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5301191.500000 Penalty: 5086.945312
	Iteration 13Q: 3 clusters Score -5301192 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -5301770.500000 Penalty: 5086.945312
	Iteration 14Q: 3 clusters Score -5301770 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -5302144.500000 Penalty: 5086.945312
	Iteration 15Q: 3 clusters Score -5302144 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -5302441.500000 Penalty: 5086.945312
	Iteration 16Q: 3 clusters Score -5302442 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -5302675.500000 Penalty: 5086.945312
	Iteration 17Q: 3 clusters Score -5302676 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -5302891.500000 Penalty: 5086.945312
	Iteration 18Q: 3 clusters Score -5302892 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -5303081.000000 Penalty: 5086.945312
	Iteration 19Q: 3 clusters Score -5303081 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -5303222.500000 Penalty: 5086.945312
	Iteration 20F: 3 clusters Score -5303222 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -5303341.500000 Penalty: 5086.945312
	Iteration 21Q: 3 clusters Score -5303342 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -5303434.500000 Penalty: 5086.945312
	Iteration 22Q: 3 clusters Score -5303434 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -5303518.000000 Penalty: 5086.945312
	Iteration 23Q: 3 clusters Score -5303518 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -5303617.000000 Penalty: 5086.945312
	Iteration 24Q: 3 clusters Score -5303617 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -5303700.000000 Penalty: 5086.945312
	Iteration 25Q: 3 clusters Score -5303700 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -5303773.500000 Penalty: 5086.945312
	Iteration 26Q: 3 clusters Score -5303774 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -5303845.000000 Penalty: 5086.945312
	Iteration 27Q: 3 clusters Score -5303845 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -5303894.000000 Penalty: 5086.945312
	Iteration 28Q: 3 clusters Score -5303894 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -5303929.500000 Penalty: 5086.945312
	Iteration 29Q: 3 clusters Score -5303930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -5303960.500000 Penalty: 5086.945312
	Iteration 30Q: 3 clusters Score -5303960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -5303981.000000 Penalty: 5086.945312
	Iteration 31Q: 3 clusters Score -5303981 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -5303994.500000 Penalty: 5086.945312
	Iteration 32Q: 3 clusters Score -5303994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -5304015.500000 Penalty: 5086.945312
	Iteration 33Q: 3 clusters Score -5304016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -5304041.500000 Penalty: 5086.945312
	Iteration 34Q: 3 clusters Score -5304042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -5304054.000000 Penalty: 5086.945312
	Iteration 35Q: 3 clusters Score -5304054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -5304070.500000 Penalty: 5086.945312
	Iteration 36Q: 3 clusters Score -5304070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -5304084.000000 Penalty: 5086.945312
	Iteration 37Q: 3 clusters Score -5304084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5304089.000000 Penalty: 5086.945312
	Iteration 38Q: 3 clusters Score -5304089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5304105.500000 Penalty: 5086.945312
	Iteration 39Q: 3 clusters Score -5304106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5304122.000000 Penalty: 5086.945312
	Iteration 40F: 3 clusters Score -5304122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -5304148.500000 Penalty: 5086.945312
	Iteration 41Q: 3 clusters Score -5304148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -5304162.500000 Penalty: 5086.945312
	Iteration 42Q: 3 clusters Score -5304162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -5304169.000000 Penalty: 5086.945312
	Iteration 43Q: 3 clusters Score -5304169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -5304183.500000 Penalty: 5086.945312
	Iteration 44Q: 3 clusters Score -5304184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -5304189.500000 Penalty: 5086.945312
	Iteration 45Q: 3 clusters Score -5304190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -5304205.500000 Penalty: 5086.945312
	Iteration 46Q: 3 clusters Score -5304206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -5304204.000000 Penalty: 5086.945312
	Iteration 47Q: 3 clusters Score -5304204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -5304205.500000 Penalty: 5086.945312
	Iteration 48Q: 3 clusters Score -5304206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -5304208.000000 Penalty: 5086.945312
	Iteration 49Q: 3 clusters Score -5304208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5304203.500000 Penalty: 5086.945312
	Iteration 50Q: 3 clusters Score -5304204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -5304209.000000 Penalty: 5086.945312
	Iteration 51Q: 3 clusters Score -5304209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -5304213.000000 Penalty: 5086.945312
	Iteration 52Q: 3 clusters Score -5304213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -5304207.000000 Penalty: 5086.945312
	Iteration 53Q: 3 clusters Score -5304207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -5304209.500000 Penalty: 5086.945312
	Iteration 54Q: 3 clusters Score -5304210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -5304204.000000 Penalty: 5086.945312
	Iteration 55Q: 3 clusters Score -5304204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -5304207.000000 Penalty: 5086.945312
	Iteration 56Q: 3 clusters Score -5304207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5304211.000000 Penalty: 5086.945312
	Iteration 57Q: 3 clusters Score -5304211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5304211.000000 Penalty: 5086.945312
	Iteration 58F: 3 clusters Score -5304211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Entering Unmasked Estep 
Score: -7699828.500000 Penalty: 2638.281494
	Iteration 0F: 2 clusters Score -7699828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -7671720.000000 Penalty: 5276.562988
	Iteration 0F: 3 clusters Score -7671720 nChanged 19103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -7682184.000000 Penalty: 5276.562988
	Iteration 1F: 3 clusters Score -7682184 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -7682633.000000 Penalty: 5276.562988
	Iteration 2Q: 3 clusters Score -7682633 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -7683000.000000 Penalty: 5276.562988
	Iteration 3Q: 3 clusters Score -7683000 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -7683321.000000 Penalty: 5276.562988
	Iteration 4Q: 3 clusters Score -7683321 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -7683665.500000 Penalty: 5276.562988
	Iteration 5Q: 3 clusters Score -7683666 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -7684115.500000 Penalty: 5276.562988
	Iteration 6Q: 3 clusters Score -7684116 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -7684693.500000 Penalty: 5276.562988
	Iteration 7Q: 3 clusters Score -7684694 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -7685530.000000 Penalty: 5276.562988
	Iteration 8Q: 3 clusters Score -7685530 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -7686815.000000 Penalty: 5276.562988
	Iteration 9Q: 3 clusters Score -7686815 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -7688404.000000 Penalty: 5276.562988
	Iteration 10F: 3 clusters Score -7688404 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -7690045.500000 Penalty: 5276.562988
	Iteration 11F: 3 clusters Score -7690046 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -7691641.500000 Penalty: 5276.562988
	Iteration 12Q: 3 clusters Score -7691642 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -7692943.500000 Penalty: 5276.562988
	Iteration 13Q: 3 clusters Score -7692944 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -7693926.500000 Penalty: 5276.562988
	Iteration 14Q: 3 clusters Score -7693926 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -7694572.000000 Penalty: 5276.562988
	Iteration 15Q: 3 clusters Score -7694572 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -7695027.500000 Penalty: 5276.562988
	Iteration 16Q: 3 clusters Score -7695028 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -7695422.000000 Penalty: 5276.562988
	Iteration 17Q: 3 clusters Score -7695422 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -7695747.000000 Penalty: 5276.562988
	Iteration 18Q: 3 clusters Score -7695747 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -7696008.500000 Penalty: 5276.562988
	Iteration 19Q: 3 clusters Score -7696008 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7696197.000000 Penalty: 5276.562988
	Iteration 20F: 3 clusters Score -7696197 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7696389.500000 Penalty: 5276.562988
	Iteration 21Q: 3 clusters Score -7696390 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7696547.500000 Penalty: 5276.562988
	Iteration 22Q: 3 clusters Score -7696548 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7696678.500000 Penalty: 5276.562988
	Iteration 23Q: 3 clusters Score -7696678 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7696767.500000 Penalty: 5276.562988
	Iteration 24Q: 3 clusters Score -7696768 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7696910.000000 Penalty: 5276.562988
	Iteration 25Q: 3 clusters Score -7696910 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7697007.500000 Penalty: 5276.562988
	Iteration 26Q: 3 clusters Score -7697008 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7697087.000000 Penalty: 5276.562988
	Iteration 27Q: 3 clusters Score -7697087 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7697155.500000 Penalty: 5276.562988
	Iteration 28Q: 3 clusters Score -7697156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7697217.000000 Penalty: 5276.562988
	Iteration 29Q: 3 clusters Score -7697217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7697255.000000 Penalty: 5276.562988
	Iteration 30Q: 3 clusters Score -7697255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7697293.000000 Penalty: 5276.562988
	Iteration 31Q: 3 clusters Score -7697293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7697327.500000 Penalty: 5276.562988
	Iteration 32Q: 3 clusters Score -7697328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7697363.000000 Penalty: 5276.562988
	Iteration 33Q: 3 clusters Score -7697363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7697392.000000 Penalty: 5276.562988
	Iteration 34Q: 3 clusters Score -7697392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7697411.500000 Penalty: 5276.562988
	Iteration 35Q: 3 clusters Score -7697412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7697409.000000 Penalty: 5276.562988
	Iteration 36Q: 3 clusters Score -7697409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7697414.500000 Penalty: 5276.562988
	Iteration 37Q: 3 clusters Score -7697414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7697423.000000 Penalty: 5276.562988
	Iteration 38Q: 3 clusters Score -7697423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7697433.000000 Penalty: 5276.562988
	Iteration 39Q: 3 clusters Score -7697433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7697447.000000 Penalty: 5276.562988
	Iteration 40F: 3 clusters Score -7697447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7697443.000000 Penalty: 5276.562988
	Iteration 41Q: 3 clusters Score -7697443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7697449.000000 Penalty: 5276.562988
	Iteration 42Q: 3 clusters Score -7697449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7697456.000000 Penalty: 5276.562988
	Iteration 43Q: 3 clusters Score -7697456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7697464.000000 Penalty: 5276.562988
	Iteration 44Q: 3 clusters Score -7697464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7697477.000000 Penalty: 5276.562988
	Iteration 45Q: 3 clusters Score -7697477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7697482.000000 Penalty: 5276.562988
	Iteration 46Q: 3 clusters Score -7697482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7697489.500000 Penalty: 5276.562988
	Iteration 47Q: 3 clusters Score -7697490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7697498.000000 Penalty: 5276.562988
	Iteration 48Q: 3 clusters Score -7697498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7697511.500000 Penalty: 5276.562988
	Iteration 49Q: 3 clusters Score -7697512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7697520.000000 Penalty: 5276.562988
	Iteration 50Q: 3 clusters Score -7697520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7697521.000000 Penalty: 5276.562988
	Iteration 51Q: 3 clusters Score -7697521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7697520.500000 Penalty: 5276.562988
	Iteration 52Q: 3 clusters Score -7697520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7697518.000000 Penalty: 5276.562988
	Iteration 53Q: 3 clusters Score -7697518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7697518.000000 Penalty: 5276.562988
	Iteration 54F: 3 clusters Score -7697518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Entering Unmasked Estep 
Score: -10660764.000000 Penalty: 2715.652100
	Iteration 0F: 2 clusters Score -1.066076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -10630719.000000 Penalty: 5431.304199
	Iteration 0F: 3 clusters Score -1.063072e+07 nChanged 26465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -10645129.000000 Penalty: 5431.304199
	Iteration 1F: 3 clusters Score -1.064513e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -10645885.000000 Penalty: 5431.304199
	Iteration 2Q: 3 clusters Score -1.064588e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -10646580.000000 Penalty: 5431.304199
	Iteration 3Q: 3 clusters Score -1.064658e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -10647325.000000 Penalty: 5431.304199
	Iteration 4Q: 3 clusters Score -1.064732e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -10648234.000000 Penalty: 5431.304199
	Iteration 5Q: 3 clusters Score -1.064823e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -10649303.000000 Penalty: 5431.304199
	Iteration 6Q: 3 clusters Score -1.06493e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -10650647.000000 Penalty: 5431.304199
	Iteration 7Q: 3 clusters Score -1.065065e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -10652164.000000 Penalty: 5431.304199
	Iteration 8F: 3 clusters Score -1.065216e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -10653893.000000 Penalty: 5431.304199
	Iteration 9F: 3 clusters Score -1.065389e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -10655633.000000 Penalty: 5431.304199
	Iteration 10F: 3 clusters Score -1.065563e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -10657188.000000 Penalty: 5431.304199
	Iteration 11Q: 3 clusters Score -1.065719e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -10658469.000000 Penalty: 5431.304199
	Iteration 12Q: 3 clusters Score -1.065847e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -10659195.000000 Penalty: 5431.304199
	Iteration 13Q: 3 clusters Score -1.06592e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -10659703.000000 Penalty: 5431.304199
	Iteration 14Q: 3 clusters Score -1.06597e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -10660129.000000 Penalty: 5431.304199
	Iteration 15Q: 3 clusters Score -1.066013e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -10660581.000000 Penalty: 5431.304199
	Iteration 16Q: 3 clusters Score -1.066058e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -10661180.000000 Penalty: 5431.304199
	Iteration 17Q: 3 clusters Score -1.066118e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -10661774.000000 Penalty: 5431.304199
	Iteration 18Q: 3 clusters Score -1.066177e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -10662446.000000 Penalty: 5431.304199
	Iteration 19Q: 3 clusters Score -1.066245e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -10662996.000000 Penalty: 5431.304199
	Iteration 20F: 3 clusters Score -1.0663e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -10663562.000000 Penalty: 5431.304199
	Iteration 21Q: 3 clusters Score -1.066356e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -10663992.000000 Penalty: 5431.304199
	Iteration 22Q: 3 clusters Score -1.066399e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -10664324.000000 Penalty: 5431.304199
	Iteration 23Q: 3 clusters Score -1.066432e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -10664504.000000 Penalty: 5431.304199
	Iteration 24Q: 3 clusters Score -1.06645e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -10664635.000000 Penalty: 5431.304199
	Iteration 25Q: 3 clusters Score -1.066464e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -10664702.000000 Penalty: 5431.304199
	Iteration 26Q: 3 clusters Score -1.06647e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -10664752.000000 Penalty: 5431.304199
	Iteration 27Q: 3 clusters Score -1.066475e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -10664754.000000 Penalty: 5431.304199
	Iteration 28Q: 3 clusters Score -1.066475e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -10664807.000000 Penalty: 5431.304199
	Iteration 29Q: 3 clusters Score -1.066481e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -10664791.000000 Penalty: 5431.304199
	Iteration 30Q: 3 clusters Score -1.066479e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -10664799.000000 Penalty: 5431.304199
	Iteration 31Q: 3 clusters Score -1.06648e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -10664866.000000 Penalty: 5431.304199
	Iteration 32Q: 3 clusters Score -1.066487e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -10664891.000000 Penalty: 5431.304199
	Iteration 33Q: 3 clusters Score -1.066489e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -10664892.000000 Penalty: 5431.304199
	Iteration 34Q: 3 clusters Score -1.066489e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -10664932.000000 Penalty: 5431.304199
	Iteration 35Q: 3 clusters Score -1.066493e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -10664935.000000 Penalty: 5431.304199
	Iteration 36Q: 3 clusters Score -1.066494e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -10664927.000000 Penalty: 5431.304199
	Iteration 37Q: 3 clusters Score -1.066493e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -10664946.000000 Penalty: 5431.304199
	Iteration 38Q: 3 clusters Score -1.066495e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -10664966.000000 Penalty: 5431.304199
	Iteration 39Q: 3 clusters Score -1.066497e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -10664987.000000 Penalty: 5431.304199
	Iteration 40F: 3 clusters Score -1.066499e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -10664984.000000 Penalty: 5431.304199
	Iteration 41Q: 3 clusters Score -1.066498e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -10665018.000000 Penalty: 5431.304199
	Iteration 42Q: 3 clusters Score -1.066502e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -10665029.000000 Penalty: 5431.304199
	Iteration 43Q: 3 clusters Score -1.066503e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -10665022.000000 Penalty: 5431.304199
	Iteration 44Q: 3 clusters Score -1.066502e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -10665006.000000 Penalty: 5431.304199
	Iteration 45Q: 3 clusters Score -1.066501e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -10665018.000000 Penalty: 5431.304199
	Iteration 46Q: 3 clusters Score -1.066502e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -10665040.000000 Penalty: 5431.304199
	Iteration 47Q: 3 clusters Score -1.066504e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -10665045.000000 Penalty: 5431.304199
	Iteration 48Q: 3 clusters Score -1.066504e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -10665054.000000 Penalty: 5431.304199
	Iteration 49Q: 3 clusters Score -1.066505e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -10665073.000000 Penalty: 5431.304199
	Iteration 50Q: 3 clusters Score -1.066507e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -10665088.000000 Penalty: 5431.304199
	Iteration 51Q: 3 clusters Score -1.066509e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -10665098.000000 Penalty: 5431.304199
	Iteration 52Q: 3 clusters Score -1.06651e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -10665114.000000 Penalty: 5431.304199
	Iteration 53Q: 3 clusters Score -1.066511e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -10665121.000000 Penalty: 5431.304199
	Iteration 54Q: 3 clusters Score -1.066512e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -10665159.000000 Penalty: 5431.304199
	Iteration 55Q: 3 clusters Score -1.066516e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -10665145.000000 Penalty: 5431.304199
	Iteration 56Q: 3 clusters Score -1.066514e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -10665145.000000 Penalty: 5431.304199
	Iteration 57Q: 3 clusters Score -1.066514e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -10665141.000000 Penalty: 5431.304199
	Iteration 58Q: 3 clusters Score -1.066514e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -10665161.000000 Penalty: 5431.304199
	Iteration 59Q: 3 clusters Score -1.066516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -10665172.000000 Penalty: 5431.304199
	Iteration 60F: 3 clusters Score -1.066517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -10665163.000000 Penalty: 5431.304199
	Iteration 61Q: 3 clusters Score -1.066516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -10665168.000000 Penalty: 5431.304199
	Iteration 62Q: 3 clusters Score -1.066517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -10665175.000000 Penalty: 5431.304199
	Iteration 63Q: 3 clusters Score -1.066518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -10665181.000000 Penalty: 5431.304199
	Iteration 64Q: 3 clusters Score -1.066518e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -10665172.000000 Penalty: 5431.304199
	Iteration 65Q: 3 clusters Score -1.066517e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -10665169.000000 Penalty: 5431.304199
	Iteration 66Q: 3 clusters Score -1.066517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -10665162.000000 Penalty: 5431.304199
	Iteration 67Q: 3 clusters Score -1.066516e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -10665155.000000 Penalty: 5431.304199
	Iteration 68Q: 3 clusters Score -1.066516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -10665161.000000 Penalty: 5431.304199
	Iteration 69Q: 3 clusters Score -1.066516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -10665147.000000 Penalty: 5431.304199
	Iteration 70Q: 3 clusters Score -1.066515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -10665150.000000 Penalty: 5431.304199
	Iteration 71Q: 3 clusters Score -1.066515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -10665157.000000 Penalty: 5431.304199
	Iteration 72Q: 3 clusters Score -1.066516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -10665147.000000 Penalty: 5431.304199
	Iteration 73Q: 3 clusters Score -1.066515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -10665148.000000 Penalty: 5431.304199
	Iteration 74Q: 3 clusters Score -1.066515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -10665146.000000 Penalty: 5431.304199
	Iteration 75Q: 3 clusters Score -1.066515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -10665133.000000 Penalty: 5431.304199
	Iteration 76Q: 3 clusters Score -1.066513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -10665138.000000 Penalty: 5431.304199
	Iteration 77Q: 3 clusters Score -1.066514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -10665140.000000 Penalty: 5431.304199
	Iteration 78Q: 3 clusters Score -1.066514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -10665136.000000 Penalty: 5431.304199
	Iteration 79Q: 3 clusters Score -1.066514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -10665137.000000 Penalty: 5431.304199
	Iteration 80F: 3 clusters Score -1.066514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -10665133.000000 Penalty: 5431.304199
	Iteration 81Q: 3 clusters Score -1.066513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -10665141.000000 Penalty: 5431.304199
	Iteration 82Q: 3 clusters Score -1.066514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -10665143.000000 Penalty: 5431.304199
	Iteration 83Q: 3 clusters Score -1.066514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -10665143.000000 Penalty: 5431.304199
	Iteration 84F: 3 clusters Score -1.066514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3359 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46768 members 
Mstep: Class 7 contains 33726 members 
Mstep: Class 8 contains 44369 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 32995 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31749 members 
Mstep: Class 14 contains 30704 members 
Mstep: Class 15 contains 39134 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49040 members 
Mstep: Class 19 contains 28451 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 20494 members 
Mstep: Class 22 contains 48370 members 
Mstep: Class 23 contains 49619 members 
Mstep: Class 24 contains 57962 members 
Mstep: Class 25 contains 36472 members 
Entering Unmasked Estep 
Score: -110157152.000000 Penalty: 82516.046875
Splitting cluster 21 changes total score from -110152776.000000 to -110157152.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 22 (48370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Entering Unmasked Estep 
Score: -9080369.000000 Penalty: 2675.085693
	Iteration 0F: 2 clusters Score -9080369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -9050158.000000 Penalty: 5350.171387
	Iteration 0F: 3 clusters Score -9050158 nChanged 22465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -9063040.000000 Penalty: 5350.171387
	Iteration 1F: 3 clusters Score -9063040 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -9064245.000000 Penalty: 5350.171387
	Iteration 2F: 3 clusters Score -9064245 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -9065689.000000 Penalty: 5350.171387
	Iteration 3F: 3 clusters Score -9065689 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -9067998.000000 Penalty: 5350.171387
	Iteration 4F: 3 clusters Score -9067998 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -9071432.000000 Penalty: 5350.171387
	Iteration 5F: 3 clusters Score -9071432 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -9075215.000000 Penalty: 5350.171387
	Iteration 6F: 3 clusters Score -9075215 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -9077021.000000 Penalty: 5350.171387
	Iteration 7F: 3 clusters Score -9077021 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -9077532.000000 Penalty: 5350.171387
	Iteration 8Q: 3 clusters Score -9077532 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -9077840.000000 Penalty: 5350.171387
	Iteration 9Q: 3 clusters Score -9077840 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -9078010.000000 Penalty: 5350.171387
	Iteration 10Q: 3 clusters Score -9078010 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -9078089.000000 Penalty: 5350.171387
	Iteration 11Q: 3 clusters Score -9078089 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -9078162.000000 Penalty: 5350.171387
	Iteration 12Q: 3 clusters Score -9078162 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -9078157.000000 Penalty: 5350.171387
	Iteration 13Q: 3 clusters Score -9078157 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -9078148.000000 Penalty: 5350.171387
	Iteration 14Q: 3 clusters Score -9078148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -9078183.000000 Penalty: 5350.171387
	Iteration 15Q: 3 clusters Score -9078183 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -9078206.000000 Penalty: 5350.171387
	Iteration 16Q: 3 clusters Score -9078206 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -9078209.000000 Penalty: 5350.171387
	Iteration 17Q: 3 clusters Score -9078209 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -9078213.000000 Penalty: 5350.171387
	Iteration 18Q: 3 clusters Score -9078213 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -9078209.000000 Penalty: 5350.171387
	Iteration 19Q: 3 clusters Score -9078209 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -9078216.000000 Penalty: 5350.171387
	Iteration 20F: 3 clusters Score -9078216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -9078228.000000 Penalty: 5350.171387
	Iteration 21Q: 3 clusters Score -9078228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -9078245.000000 Penalty: 5350.171387
	Iteration 22Q: 3 clusters Score -9078245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -9078233.000000 Penalty: 5350.171387
	Iteration 23Q: 3 clusters Score -9078233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -9078241.000000 Penalty: 5350.171387
	Iteration 24Q: 3 clusters Score -9078241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -9078241.000000 Penalty: 5350.171387
	Iteration 25Q: 3 clusters Score -9078241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -9078265.000000 Penalty: 5350.171387
	Iteration 26Q: 3 clusters Score -9078265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -9078273.000000 Penalty: 5350.171387
	Iteration 27Q: 3 clusters Score -9078273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -9078272.000000 Penalty: 5350.171387
	Iteration 28Q: 3 clusters Score -9078272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -9078274.000000 Penalty: 5350.171387
	Iteration 29Q: 3 clusters Score -9078274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -9078275.000000 Penalty: 5350.171387
	Iteration 30Q: 3 clusters Score -9078275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -9078276.000000 Penalty: 5350.171387
	Iteration 31Q: 3 clusters Score -9078276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -9078274.000000 Penalty: 5350.171387
	Iteration 32Q: 3 clusters Score -9078274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -9078274.000000 Penalty: 5350.171387
	Iteration 33Q: 3 clusters Score -9078274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -9078278.000000 Penalty: 5350.171387
	Iteration 34Q: 3 clusters Score -9078278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -9078275.000000 Penalty: 5350.171387
	Iteration 35Q: 3 clusters Score -9078275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -9078270.000000 Penalty: 5350.171387
	Iteration 36Q: 3 clusters Score -9078270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -9078268.000000 Penalty: 5350.171387
	Iteration 37Q: 3 clusters Score -9078268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -9078268.000000 Penalty: 5350.171387
	Iteration 38F: 3 clusters Score -9078268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Entering Unmasked Estep 
Score: -9258191.000000 Penalty: 2681.407959
	Iteration 0F: 2 clusters Score -9258191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -9226429.000000 Penalty: 5362.815918
	Iteration 0F: 3 clusters Score -9226429 nChanged 22906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -9238737.000000 Penalty: 5362.815918
	Iteration 1F: 3 clusters Score -9238737 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -9239209.000000 Penalty: 5362.815918
	Iteration 2Q: 3 clusters Score -9239209 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -9239684.000000 Penalty: 5362.815918
	Iteration 3Q: 3 clusters Score -9239684 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -9240089.000000 Penalty: 5362.815918
	Iteration 4Q: 3 clusters Score -9240089 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -9240497.000000 Penalty: 5362.815918
	Iteration 5Q: 3 clusters Score -9240497 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -9240964.000000 Penalty: 5362.815918
	Iteration 6Q: 3 clusters Score -9240964 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -9241380.000000 Penalty: 5362.815918
	Iteration 7Q: 3 clusters Score -9241380 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -9241859.000000 Penalty: 5362.815918
	Iteration 8Q: 3 clusters Score -9241859 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -9242436.000000 Penalty: 5362.815918
	Iteration 9Q: 3 clusters Score -9242436 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -9243146.000000 Penalty: 5362.815918
	Iteration 10Q: 3 clusters Score -9243146 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -9243900.000000 Penalty: 5362.815918
	Iteration 11Q: 3 clusters Score -9243900 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -9244886.000000 Penalty: 5362.815918
	Iteration 12Q: 3 clusters Score -9244886 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -9245878.000000 Penalty: 5362.815918
	Iteration 13Q: 3 clusters Score -9245878 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -9247109.000000 Penalty: 5362.815918
	Iteration 14Q: 3 clusters Score -9247109 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -9248227.000000 Penalty: 5362.815918
	Iteration 15Q: 3 clusters Score -9248227 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -9249123.000000 Penalty: 5362.815918
	Iteration 16Q: 3 clusters Score -9249123 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -9249699.000000 Penalty: 5362.815918
	Iteration 17Q: 3 clusters Score -9249699 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -9250093.000000 Penalty: 5362.815918
	Iteration 18Q: 3 clusters Score -9250093 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -9250395.000000 Penalty: 5362.815918
	Iteration 19Q: 3 clusters Score -9250395 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -9250618.000000 Penalty: 5362.815918
	Iteration 20F: 3 clusters Score -9250618 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -9250830.000000 Penalty: 5362.815918
	Iteration 21Q: 3 clusters Score -9250830 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -9250958.000000 Penalty: 5362.815918
	Iteration 22Q: 3 clusters Score -9250958 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -9251155.000000 Penalty: 5362.815918
	Iteration 23Q: 3 clusters Score -9251155 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -9251288.000000 Penalty: 5362.815918
	Iteration 24Q: 3 clusters Score -9251288 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -9251383.000000 Penalty: 5362.815918
	Iteration 25Q: 3 clusters Score -9251383 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -9251601.000000 Penalty: 5362.815918
	Iteration 26Q: 3 clusters Score -9251601 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -9251785.000000 Penalty: 5362.815918
	Iteration 27Q: 3 clusters Score -9251785 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -9251954.000000 Penalty: 5362.815918
	Iteration 28Q: 3 clusters Score -9251954 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -9252092.000000 Penalty: 5362.815918
	Iteration 29Q: 3 clusters Score -9252092 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -9252265.000000 Penalty: 5362.815918
	Iteration 30Q: 3 clusters Score -9252265 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -9252466.000000 Penalty: 5362.815918
	Iteration 31Q: 3 clusters Score -9252466 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -9252746.000000 Penalty: 5362.815918
	Iteration 32Q: 3 clusters Score -9252746 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -9252963.000000 Penalty: 5362.815918
	Iteration 33Q: 3 clusters Score -9252963 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -9253169.000000 Penalty: 5362.815918
	Iteration 34Q: 3 clusters Score -9253169 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -9253357.000000 Penalty: 5362.815918
	Iteration 35Q: 3 clusters Score -9253357 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -9253532.000000 Penalty: 5362.815918
	Iteration 36Q: 3 clusters Score -9253532 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -9253684.000000 Penalty: 5362.815918
	Iteration 37Q: 3 clusters Score -9253684 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -9253949.000000 Penalty: 5362.815918
	Iteration 38Q: 3 clusters Score -9253949 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -9254113.000000 Penalty: 5362.815918
	Iteration 39Q: 3 clusters Score -9254113 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -9254245.000000 Penalty: 5362.815918
	Iteration 40F: 3 clusters Score -9254245 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -9254429.000000 Penalty: 5362.815918
	Iteration 41Q: 3 clusters Score -9254429 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -9254592.000000 Penalty: 5362.815918
	Iteration 42Q: 3 clusters Score -9254592 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -9254703.000000 Penalty: 5362.815918
	Iteration 43Q: 3 clusters Score -9254703 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -9254846.000000 Penalty: 5362.815918
	Iteration 44Q: 3 clusters Score -9254846 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -9254921.000000 Penalty: 5362.815918
	Iteration 45Q: 3 clusters Score -9254921 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -9255034.000000 Penalty: 5362.815918
	Iteration 46Q: 3 clusters Score -9255034 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -9255106.000000 Penalty: 5362.815918
	Iteration 47Q: 3 clusters Score -9255106 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -9255148.000000 Penalty: 5362.815918
	Iteration 48Q: 3 clusters Score -9255148 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -9255247.000000 Penalty: 5362.815918
	Iteration 49Q: 3 clusters Score -9255247 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -9255378.000000 Penalty: 5362.815918
	Iteration 50Q: 3 clusters Score -9255378 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -9255448.000000 Penalty: 5362.815918
	Iteration 51Q: 3 clusters Score -9255448 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -9255473.000000 Penalty: 5362.815918
	Iteration 52Q: 3 clusters Score -9255473 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -9255533.000000 Penalty: 5362.815918
	Iteration 53Q: 3 clusters Score -9255533 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -9255556.000000 Penalty: 5362.815918
	Iteration 54Q: 3 clusters Score -9255556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -9255598.000000 Penalty: 5362.815918
	Iteration 55Q: 3 clusters Score -9255598 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -9255661.000000 Penalty: 5362.815918
	Iteration 56Q: 3 clusters Score -9255661 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -9255691.000000 Penalty: 5362.815918
	Iteration 57Q: 3 clusters Score -9255691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -9255712.000000 Penalty: 5362.815918
	Iteration 58Q: 3 clusters Score -9255712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -9255745.000000 Penalty: 5362.815918
	Iteration 59Q: 3 clusters Score -9255745 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -9255773.000000 Penalty: 5362.815918
	Iteration 60F: 3 clusters Score -9255773 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -9255804.000000 Penalty: 5362.815918
	Iteration 61Q: 3 clusters Score -9255804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -9255821.000000 Penalty: 5362.815918
	Iteration 62Q: 3 clusters Score -9255821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -9255833.000000 Penalty: 5362.815918
	Iteration 63Q: 3 clusters Score -9255833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -9255810.000000 Penalty: 5362.815918
	Iteration 64Q: 3 clusters Score -9255810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -9255871.000000 Penalty: 5362.815918
	Iteration 65Q: 3 clusters Score -9255871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -9255875.000000 Penalty: 5362.815918
	Iteration 66Q: 3 clusters Score -9255875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -9255882.000000 Penalty: 5362.815918
	Iteration 67Q: 3 clusters Score -9255882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -9255887.000000 Penalty: 5362.815918
	Iteration 68Q: 3 clusters Score -9255887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -9255902.000000 Penalty: 5362.815918
	Iteration 69Q: 3 clusters Score -9255902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -9255888.000000 Penalty: 5362.815918
	Iteration 70Q: 3 clusters Score -9255888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -9255877.000000 Penalty: 5362.815918
	Iteration 71Q: 3 clusters Score -9255877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -9255901.000000 Penalty: 5362.815918
	Iteration 72Q: 3 clusters Score -9255901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -9255908.000000 Penalty: 5362.815918
	Iteration 73Q: 3 clusters Score -9255908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -9255918.000000 Penalty: 5362.815918
	Iteration 74Q: 3 clusters Score -9255918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -9255936.000000 Penalty: 5362.815918
	Iteration 75Q: 3 clusters Score -9255936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -9255940.000000 Penalty: 5362.815918
	Iteration 76Q: 3 clusters Score -9255940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -9255943.000000 Penalty: 5362.815918
	Iteration 77Q: 3 clusters Score -9255943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -9255950.000000 Penalty: 5362.815918
	Iteration 78Q: 3 clusters Score -9255950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -9255970.000000 Penalty: 5362.815918
	Iteration 79Q: 3 clusters Score -9255970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -9255972.000000 Penalty: 5362.815918
	Iteration 80F: 3 clusters Score -9255972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -9255968.000000 Penalty: 5362.815918
	Iteration 81Q: 3 clusters Score -9255968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -9255972.000000 Penalty: 5362.815918
	Iteration 82Q: 3 clusters Score -9255972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -9255966.000000 Penalty: 5362.815918
	Iteration 83Q: 3 clusters Score -9255966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -9255974.000000 Penalty: 5362.815918
	Iteration 84Q: 3 clusters Score -9255974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -9255973.000000 Penalty: 5362.815918
	Iteration 85Q: 3 clusters Score -9255973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -9255991.000000 Penalty: 5362.815918
	Iteration 86Q: 3 clusters Score -9255991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -9255988.000000 Penalty: 5362.815918
	Iteration 87Q: 3 clusters Score -9255988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -9255987.000000 Penalty: 5362.815918
	Iteration 88Q: 3 clusters Score -9255987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -9255977.000000 Penalty: 5362.815918
	Iteration 89Q: 3 clusters Score -9255977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -9255981.000000 Penalty: 5362.815918
	Iteration 90Q: 3 clusters Score -9255981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -9255997.000000 Penalty: 5362.815918
	Iteration 91Q: 3 clusters Score -9255997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -9255993.000000 Penalty: 5362.815918
	Iteration 92Q: 3 clusters Score -9255993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -9256012.000000 Penalty: 5362.815918
	Iteration 93Q: 3 clusters Score -9256012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -9256003.000000 Penalty: 5362.815918
	Iteration 94Q: 3 clusters Score -9256003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -9256014.000000 Penalty: 5362.815918
	Iteration 95Q: 3 clusters Score -9256014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -9256012.000000 Penalty: 5362.815918
	Iteration 96Q: 3 clusters Score -9256012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -9256019.000000 Penalty: 5362.815918
	Iteration 97Q: 3 clusters Score -9256019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -9256015.000000 Penalty: 5362.815918
	Iteration 98Q: 3 clusters Score -9256015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -9256013.000000 Penalty: 5362.815918
	Iteration 99Q: 3 clusters Score -9256013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -9256018.000000 Penalty: 5362.815918
	Iteration 100F: 3 clusters Score -9256018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9256024.000000 Penalty: 5362.815918
	Iteration 101Q: 3 clusters Score -9256024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9256024.000000 Penalty: 5362.815918
	Iteration 102F: 3 clusters Score -9256024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (57962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Entering Unmasked Estep 
Score: -10835973.000000 Penalty: 2719.950684
	Iteration 0F: 2 clusters Score -1.083597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -10804184.000000 Penalty: 5439.901367
	Iteration 0F: 3 clusters Score -1.080418e+07 nChanged 26980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -10819513.000000 Penalty: 5439.901367
	Iteration 1F: 3 clusters Score -1.081951e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -10820485.000000 Penalty: 5439.901367
	Iteration 2Q: 3 clusters Score -1.082048e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -10821502.000000 Penalty: 5439.901367
	Iteration 3Q: 3 clusters Score -1.08215e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -10822780.000000 Penalty: 5439.901367
	Iteration 4F: 3 clusters Score -1.082278e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -10824445.000000 Penalty: 5439.901367
	Iteration 5F: 3 clusters Score -1.082444e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -10826620.000000 Penalty: 5439.901367
	Iteration 6F: 3 clusters Score -1.082662e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -10829741.000000 Penalty: 5439.901367
	Iteration 7F: 3 clusters Score -1.082974e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -10833264.000000 Penalty: 5439.901367
	Iteration 8F: 3 clusters Score -1.083326e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -10835610.000000 Penalty: 5439.901367
	Iteration 9F: 3 clusters Score -1.083561e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -10836717.000000 Penalty: 5439.901367
	Iteration 10Q: 3 clusters Score -1.083672e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -10837502.000000 Penalty: 5439.901367
	Iteration 11Q: 3 clusters Score -1.08375e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -10838075.000000 Penalty: 5439.901367
	Iteration 12Q: 3 clusters Score -1.083808e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -10838509.000000 Penalty: 5439.901367
	Iteration 13Q: 3 clusters Score -1.083851e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -10838819.000000 Penalty: 5439.901367
	Iteration 14Q: 3 clusters Score -1.083882e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -10839020.000000 Penalty: 5439.901367
	Iteration 15Q: 3 clusters Score -1.083902e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -10839172.000000 Penalty: 5439.901367
	Iteration 16Q: 3 clusters Score -1.083917e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -10839262.000000 Penalty: 5439.901367
	Iteration 17Q: 3 clusters Score -1.083926e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -10839297.000000 Penalty: 5439.901367
	Iteration 18Q: 3 clusters Score -1.08393e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -10839358.000000 Penalty: 5439.901367
	Iteration 19Q: 3 clusters Score -1.083936e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -10839348.000000 Penalty: 5439.901367
	Iteration 20F: 3 clusters Score -1.083935e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -10839362.000000 Penalty: 5439.901367
	Iteration 21Q: 3 clusters Score -1.083936e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -10839377.000000 Penalty: 5439.901367
	Iteration 22Q: 3 clusters Score -1.083938e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -10839371.000000 Penalty: 5439.901367
	Iteration 23Q: 3 clusters Score -1.083937e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -10839368.000000 Penalty: 5439.901367
	Iteration 24Q: 3 clusters Score -1.083937e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -10839348.000000 Penalty: 5439.901367
	Iteration 25Q: 3 clusters Score -1.083935e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -10839357.000000 Penalty: 5439.901367
	Iteration 26Q: 3 clusters Score -1.083936e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -10839350.000000 Penalty: 5439.901367
	Iteration 27Q: 3 clusters Score -1.083935e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -10839357.000000 Penalty: 5439.901367
	Iteration 28Q: 3 clusters Score -1.083936e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -10839330.000000 Penalty: 5439.901367
	Iteration 29Q: 3 clusters Score -1.083933e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -10839340.000000 Penalty: 5439.901367
	Iteration 30Q: 3 clusters Score -1.083934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -10839340.000000 Penalty: 5439.901367
	Iteration 31Q: 3 clusters Score -1.083934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -10839334.000000 Penalty: 5439.901367
	Iteration 32Q: 3 clusters Score -1.083933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -10839338.000000 Penalty: 5439.901367
	Iteration 33Q: 3 clusters Score -1.083934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -10839330.000000 Penalty: 5439.901367
	Iteration 34Q: 3 clusters Score -1.083933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -10839309.000000 Penalty: 5439.901367
	Iteration 35Q: 3 clusters Score -1.083931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -10839320.000000 Penalty: 5439.901367
	Iteration 36Q: 3 clusters Score -1.083932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -10839324.000000 Penalty: 5439.901367
	Iteration 37Q: 3 clusters Score -1.083932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -10839324.000000 Penalty: 5439.901367
	Iteration 38Q: 3 clusters Score -1.083932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -10839326.000000 Penalty: 5439.901367
	Iteration 39Q: 3 clusters Score -1.083933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -10839324.000000 Penalty: 5439.901367
	Iteration 40F: 3 clusters Score -1.083932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3359 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46768 members 
Mstep: Class 7 contains 33726 members 
Mstep: Class 8 contains 44369 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 32995 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31749 members 
Mstep: Class 14 contains 30704 members 
Mstep: Class 15 contains 39134 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49040 members 
Mstep: Class 19 contains 28451 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 20494 members 
Mstep: Class 22 contains 48370 members 
Mstep: Class 23 contains 49619 members 
Mstep: Class 24 contains 35483 members 
Mstep: Class 25 contains 36472 members 
Mstep: Class 26 contains 22479 members 
Entering Unmasked Estep 
Score: -110160368.000000 Penalty: 85816.687500
Splitting cluster 24 changes total score from -110152776.000000 to -110160368.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3359 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 46768 members 
Mstep: Class 7 contains 33726 members 
Mstep: Class 8 contains 44369 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 32995 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 31749 members 
Mstep: Class 14 contains 30704 members 
Mstep: Class 15 contains 39134 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49040 members 
Mstep: Class 19 contains 28451 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 20494 members 
Mstep: Class 22 contains 48370 members 
Mstep: Class 23 contains 49619 members 
Mstep: Class 24 contains 35483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162736.000000 Penalty: 85816.687500
Iteration 199Q: 27 clusters Score -1.101627e+08 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3356 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 46721 members 
Mstep: Class 7 contains 33275 members 
Mstep: Class 8 contains 44287 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 32983 members 
Mstep: Class 11 contains 2302 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 31750 members 
Mstep: Class 14 contains 30727 members 
Mstep: Class 15 contains 39137 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48972 members 
Mstep: Class 19 contains 28002 members 
Mstep: Class 20 contains 41302 members 
Mstep: Class 21 contains 21953 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 49074 members 
Mstep: Class 24 contains 36971 members 
Mstep: Class 25 contains 35573 members 
Mstep: Class 26 contains 22089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164760.000000 Penalty: 85816.687500
Iteration 200F: 27 clusters Score -1.101648e+08 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3350 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 46359 members 
Mstep: Class 7 contains 32312 members 
Mstep: Class 8 contains 43883 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 32923 members 
Mstep: Class 11 contains 2309 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 31393 members 
Mstep: Class 14 contains 30725 members 
Mstep: Class 15 contains 39143 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48170 members 
Mstep: Class 19 contains 27115 members 
Mstep: Class 20 contains 40264 members 
Mstep: Class 21 contains 22507 members 
Mstep: Class 22 contains 48300 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 38457 members 
Mstep: Class 25 contains 37825 members 
Mstep: Class 26 contains 23884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167552.000000 Penalty: 85816.687500
Iteration 201Q: 27 clusters Score -1.101676e+08 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 46061 members 
Mstep: Class 7 contains 31340 members 
Mstep: Class 8 contains 43526 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 32597 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 31047 members 
Mstep: Class 14 contains 30723 members 
Mstep: Class 15 contains 39040 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47622 members 
Mstep: Class 19 contains 26234 members 
Mstep: Class 20 contains 39249 members 
Mstep: Class 21 contains 22972 members 
Mstep: Class 22 contains 48340 members 
Mstep: Class 23 contains 47619 members 
Mstep: Class 24 contains 40283 members 
Mstep: Class 25 contains 39651 members 
Mstep: Class 26 contains 25239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168848.000000 Penalty: 85816.687500
Iteration 202Q: 27 clusters Score -1.101688e+08 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 45861 members 
Mstep: Class 7 contains 30398 members 
Mstep: Class 8 contains 43159 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 32120 members 
Mstep: Class 11 contains 2320 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 30665 members 
Mstep: Class 14 contains 30736 members 
Mstep: Class 15 contains 38815 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47180 members 
Mstep: Class 19 contains 25396 members 
Mstep: Class 20 contains 38274 members 
Mstep: Class 21 contains 23321 members 
Mstep: Class 22 contains 48536 members 
Mstep: Class 23 contains 46814 members 
Mstep: Class 24 contains 42235 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 26513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170280.000000 Penalty: 85816.687500
Iteration 203Q: 27 clusters Score -1.101703e+08 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3335 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 45710 members 
Mstep: Class 7 contains 29550 members 
Mstep: Class 8 contains 42757 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 31406 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 30293 members 
Mstep: Class 14 contains 30728 members 
Mstep: Class 15 contains 38467 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46857 members 
Mstep: Class 19 contains 24613 members 
Mstep: Class 20 contains 37363 members 
Mstep: Class 21 contains 23565 members 
Mstep: Class 22 contains 48886 members 
Mstep: Class 23 contains 45937 members 
Mstep: Class 24 contains 44317 members 
Mstep: Class 25 contains 43302 members 
Mstep: Class 26 contains 27777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170936.000000 Penalty: 85816.687500
Iteration 204Q: 27 clusters Score -1.101709e+08 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 45560 members 
Mstep: Class 7 contains 28688 members 
Mstep: Class 8 contains 42398 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 30252 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 29955 members 
Mstep: Class 14 contains 30711 members 
Mstep: Class 15 contains 38066 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46618 members 
Mstep: Class 19 contains 23824 members 
Mstep: Class 20 contains 36449 members 
Mstep: Class 21 contains 23824 members 
Mstep: Class 22 contains 49119 members 
Mstep: Class 23 contains 44814 members 
Mstep: Class 24 contains 46841 members 
Mstep: Class 25 contains 45294 members 
Mstep: Class 26 contains 29114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172176.000000 Penalty: 85816.687500
Iteration 205Q: 27 clusters Score -1.101722e+08 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45465 members 
Mstep: Class 7 contains 27948 members 
Mstep: Class 8 contains 42101 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 29115 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 29602 members 
Mstep: Class 14 contains 30714 members 
Mstep: Class 15 contains 37640 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46373 members 
Mstep: Class 19 contains 23136 members 
Mstep: Class 20 contains 35599 members 
Mstep: Class 21 contains 24040 members 
Mstep: Class 22 contains 49194 members 
Mstep: Class 23 contains 44267 members 
Mstep: Class 24 contains 48887 members 
Mstep: Class 25 contains 47279 members 
Mstep: Class 26 contains 30160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172520.000000 Penalty: 85816.687500
Iteration 206Q: 27 clusters Score -1.101725e+08 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3332 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 27393 members 
Mstep: Class 8 contains 41703 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 28168 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 29249 members 
Mstep: Class 14 contains 30692 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46353 members 
Mstep: Class 19 contains 22620 members 
Mstep: Class 20 contains 34863 members 
Mstep: Class 21 contains 24704 members 
Mstep: Class 22 contains 48381 members 
Mstep: Class 23 contains 44240 members 
Mstep: Class 24 contains 50192 members 
Mstep: Class 25 contains 49523 members 
Mstep: Class 26 contains 30905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172488.000000 Penalty: 85816.687500
Iteration 207Q: 27 clusters Score -1.101725e+08 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45371 members 
Mstep: Class 7 contains 26952 members 
Mstep: Class 8 contains 41115 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 27230 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 28836 members 
Mstep: Class 14 contains 30684 members 
Mstep: Class 15 contains 36608 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46349 members 
Mstep: Class 19 contains 22185 members 
Mstep: Class 20 contains 34207 members 
Mstep: Class 21 contains 25842 members 
Mstep: Class 22 contains 47238 members 
Mstep: Class 23 contains 44242 members 
Mstep: Class 24 contains 51350 members 
Mstep: Class 25 contains 51636 members 
Mstep: Class 26 contains 31676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172616.000000 Penalty: 85816.687500
Iteration 208Q: 27 clusters Score -1.101726e+08 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 26528 members 
Mstep: Class 8 contains 40552 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 26290 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 28479 members 
Mstep: Class 14 contains 30688 members 
Mstep: Class 15 contains 36069 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46421 members 
Mstep: Class 19 contains 21778 members 
Mstep: Class 20 contains 33569 members 
Mstep: Class 21 contains 26860 members 
Mstep: Class 22 contains 46970 members 
Mstep: Class 23 contains 43690 members 
Mstep: Class 24 contains 52692 members 
Mstep: Class 25 contains 52682 members 
Mstep: Class 26 contains 32870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171536.000000 Penalty: 85816.687500
Iteration 209Q: 27 clusters Score -1.101715e+08 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45430 members 
Mstep: Class 7 contains 26126 members 
Mstep: Class 8 contains 39942 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 25424 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 28192 members 
Mstep: Class 14 contains 30682 members 
Mstep: Class 15 contains 35556 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46577 members 
Mstep: Class 19 contains 21370 members 
Mstep: Class 20 contains 32955 members 
Mstep: Class 21 contains 27880 members 
Mstep: Class 22 contains 46744 members 
Mstep: Class 23 contains 42824 members 
Mstep: Class 24 contains 53943 members 
Mstep: Class 25 contains 53650 members 
Mstep: Class 26 contains 34240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170216.000000 Penalty: 85816.687500
Iteration 210Q: 27 clusters Score -1.101702e+08 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3300 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45526 members 
Mstep: Class 7 contains 25795 members 
Mstep: Class 8 contains 39329 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 24676 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 27863 members 
Mstep: Class 14 contains 30678 members 
Mstep: Class 15 contains 35047 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46683 members 
Mstep: Class 19 contains 21015 members 
Mstep: Class 20 contains 32307 members 
Mstep: Class 21 contains 29165 members 
Mstep: Class 22 contains 46303 members 
Mstep: Class 23 contains 42357 members 
Mstep: Class 24 contains 54634 members 
Mstep: Class 25 contains 54615 members 
Mstep: Class 26 contains 35551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169064.000000 Penalty: 85816.687500
Iteration 211Q: 27 clusters Score -1.101691e+08 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3300 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45574 members 
Mstep: Class 7 contains 25493 members 
Mstep: Class 8 contains 38663 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 23988 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 27619 members 
Mstep: Class 14 contains 30671 members 
Mstep: Class 15 contains 34569 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46836 members 
Mstep: Class 19 contains 20662 members 
Mstep: Class 20 contains 31661 members 
Mstep: Class 21 contains 30445 members 
Mstep: Class 22 contains 45908 members 
Mstep: Class 23 contains 42233 members 
Mstep: Class 24 contains 54983 members 
Mstep: Class 25 contains 55664 members 
Mstep: Class 26 contains 36574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168576.000000 Penalty: 85816.687500
Iteration 212Q: 27 clusters Score -1.101686e+08 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3298 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45641 members 
Mstep: Class 7 contains 25200 members 
Mstep: Class 8 contains 38053 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 23336 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 27400 members 
Mstep: Class 14 contains 30660 members 
Mstep: Class 15 contains 34063 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47017 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 30977 members 
Mstep: Class 21 contains 31936 members 
Mstep: Class 22 contains 45628 members 
Mstep: Class 23 contains 42319 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 56289 members 
Mstep: Class 26 contains 37836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168536.000000 Penalty: 85816.687500
Iteration 213Q: 27 clusters Score -1.101685e+08 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3301 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45732 members 
Mstep: Class 7 contains 24913 members 
Mstep: Class 8 contains 37587 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 22742 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 27211 members 
Mstep: Class 14 contains 30659 members 
Mstep: Class 15 contains 33519 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47224 members 
Mstep: Class 19 contains 19944 members 
Mstep: Class 20 contains 30275 members 
Mstep: Class 21 contains 33701 members 
Mstep: Class 22 contains 45651 members 
Mstep: Class 23 contains 42432 members 
Mstep: Class 24 contains 54260 members 
Mstep: Class 25 contains 56400 members 
Mstep: Class 26 contains 39286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168952.000000 Penalty: 85816.687500
Iteration 214Q: 27 clusters Score -1.10169e+08 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45781 members 
Mstep: Class 7 contains 24668 members 
Mstep: Class 8 contains 37115 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 22081 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 27116 members 
Mstep: Class 14 contains 30632 members 
Mstep: Class 15 contains 33016 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47452 members 
Mstep: Class 19 contains 19557 members 
Mstep: Class 20 contains 29639 members 
Mstep: Class 21 contains 35629 members 
Mstep: Class 22 contains 45865 members 
Mstep: Class 23 contains 42612 members 
Mstep: Class 24 contains 53376 members 
Mstep: Class 25 contains 56075 members 
Mstep: Class 26 contains 40928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170504.000000 Penalty: 85816.687500
Iteration 215Q: 27 clusters Score -1.101705e+08 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45785 members 
Mstep: Class 7 contains 24415 members 
Mstep: Class 8 contains 36650 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 21403 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 27035 members 
Mstep: Class 14 contains 30605 members 
Mstep: Class 15 contains 32498 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47605 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 29022 members 
Mstep: Class 21 contains 37736 members 
Mstep: Class 22 contains 46140 members 
Mstep: Class 23 contains 42823 members 
Mstep: Class 24 contains 52096 members 
Mstep: Class 25 contains 55908 members 
Mstep: Class 26 contains 42619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172264.000000 Penalty: 85816.687500
Iteration 216Q: 27 clusters Score -1.101723e+08 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45785 members 
Mstep: Class 7 contains 24168 members 
Mstep: Class 8 contains 36209 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 20674 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 26949 members 
Mstep: Class 14 contains 30567 members 
Mstep: Class 15 contains 32005 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47703 members 
Mstep: Class 19 contains 18921 members 
Mstep: Class 20 contains 28397 members 
Mstep: Class 21 contains 40137 members 
Mstep: Class 22 contains 46445 members 
Mstep: Class 23 contains 43267 members 
Mstep: Class 24 contains 50539 members 
Mstep: Class 25 contains 55911 members 
Mstep: Class 26 contains 43890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173312.000000 Penalty: 85816.687500
Iteration 217Q: 27 clusters Score -1.101733e+08 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45777 members 
Mstep: Class 7 contains 23885 members 
Mstep: Class 8 contains 35810 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 19911 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 26828 members 
Mstep: Class 14 contains 30533 members 
Mstep: Class 15 contains 31507 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47755 members 
Mstep: Class 19 contains 18662 members 
Mstep: Class 20 contains 27782 members 
Mstep: Class 21 contains 42947 members 
Mstep: Class 22 contains 46785 members 
Mstep: Class 23 contains 43969 members 
Mstep: Class 24 contains 49538 members 
Mstep: Class 25 contains 55557 members 
Mstep: Class 26 contains 44332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173976.000000 Penalty: 85816.687500
Iteration 218Q: 27 clusters Score -1.10174e+08 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45746 members 
Mstep: Class 7 contains 23681 members 
Mstep: Class 8 contains 35518 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 19152 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 26642 members 
Mstep: Class 14 contains 30510 members 
Mstep: Class 15 contains 31038 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47765 members 
Mstep: Class 19 contains 18416 members 
Mstep: Class 20 contains 27177 members 
Mstep: Class 21 contains 45878 members 
Mstep: Class 22 contains 46998 members 
Mstep: Class 23 contains 44822 members 
Mstep: Class 24 contains 49285 members 
Mstep: Class 25 contains 55500 members 
Mstep: Class 26 contains 43461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173064.000000 Penalty: 85816.687500
Iteration 219Q: 27 clusters Score -1.101731e+08 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45696 members 
Mstep: Class 7 contains 23507 members 
Mstep: Class 8 contains 35282 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 18369 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 26500 members 
Mstep: Class 14 contains 30481 members 
Mstep: Class 15 contains 30550 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47773 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 26630 members 
Mstep: Class 21 contains 48696 members 
Mstep: Class 22 contains 47150 members 
Mstep: Class 23 contains 45658 members 
Mstep: Class 24 contains 49296 members 
Mstep: Class 25 contains 55392 members 
Mstep: Class 26 contains 42388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175336.000000 Penalty: 85816.687500
Iteration 220F: 27 clusters Score -1.101753e+08 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45623 members 
Mstep: Class 7 contains 23353 members 
Mstep: Class 8 contains 34964 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 17471 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 26311 members 
Mstep: Class 14 contains 30435 members 
Mstep: Class 15 contains 30101 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47614 members 
Mstep: Class 19 contains 18045 members 
Mstep: Class 20 contains 26090 members 
Mstep: Class 21 contains 51575 members 
Mstep: Class 22 contains 45426 members 
Mstep: Class 23 contains 45311 members 
Mstep: Class 24 contains 49064 members 
Mstep: Class 25 contains 55980 members 
Mstep: Class 26 contains 44237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175256.000000 Penalty: 85816.687500
Iteration 221Q: 27 clusters Score -1.101753e+08 nChanged 13646
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45629 members 
Mstep: Class 7 contains 23131 members 
Mstep: Class 8 contains 34738 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 16639 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 26150 members 
Mstep: Class 14 contains 30396 members 
Mstep: Class 15 contains 29663 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47562 members 
Mstep: Class 19 contains 17856 members 
Mstep: Class 20 contains 25581 members 
Mstep: Class 21 contains 54034 members 
Mstep: Class 22 contains 44257 members 
Mstep: Class 23 contains 44785 members 
Mstep: Class 24 contains 48620 members 
Mstep: Class 25 contains 56517 members 
Mstep: Class 26 contains 46042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173792.000000 Penalty: 85816.687500
Iteration 222Q: 27 clusters Score -1.101738e+08 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45629 members 
Mstep: Class 7 contains 22955 members 
Mstep: Class 8 contains 34496 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 15805 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 26015 members 
Mstep: Class 14 contains 30362 members 
Mstep: Class 15 contains 29246 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47624 members 
Mstep: Class 19 contains 17712 members 
Mstep: Class 20 contains 25102 members 
Mstep: Class 21 contains 56243 members 
Mstep: Class 22 contains 43302 members 
Mstep: Class 23 contains 44177 members 
Mstep: Class 24 contains 48526 members 
Mstep: Class 25 contains 56229 members 
Mstep: Class 26 contains 48179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172112.000000 Penalty: 85816.687500
Iteration 223Q: 27 clusters Score -1.101721e+08 nChanged 13066
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45686 members 
Mstep: Class 7 contains 22843 members 
Mstep: Class 8 contains 34211 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 15060 members 
Mstep: Class 11 contains 2369 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 25898 members 
Mstep: Class 14 contains 30328 members 
Mstep: Class 15 contains 28835 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47739 members 
Mstep: Class 19 contains 17631 members 
Mstep: Class 20 contains 24652 members 
Mstep: Class 21 contains 57782 members 
Mstep: Class 22 contains 42537 members 
Mstep: Class 23 contains 43502 members 
Mstep: Class 24 contains 49126 members 
Mstep: Class 25 contains 55433 members 
Mstep: Class 26 contains 50344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171600.000000 Penalty: 85816.687500
Iteration 224Q: 27 clusters Score -1.101716e+08 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45799 members 
Mstep: Class 7 contains 22800 members 
Mstep: Class 8 contains 34008 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 14374 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 25833 members 
Mstep: Class 14 contains 30297 members 
Mstep: Class 15 contains 28475 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47911 members 
Mstep: Class 19 contains 17595 members 
Mstep: Class 20 contains 24238 members 
Mstep: Class 21 contains 58772 members 
Mstep: Class 22 contains 41870 members 
Mstep: Class 23 contains 42932 members 
Mstep: Class 24 contains 49849 members 
Mstep: Class 25 contains 54680 members 
Mstep: Class 26 contains 52183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170448.000000 Penalty: 85816.687500
Iteration 225Q: 27 clusters Score -1.101704e+08 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45934 members 
Mstep: Class 7 contains 22804 members 
Mstep: Class 8 contains 33868 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 25769 members 
Mstep: Class 14 contains 30265 members 
Mstep: Class 15 contains 28150 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48144 members 
Mstep: Class 19 contains 17585 members 
Mstep: Class 20 contains 23912 members 
Mstep: Class 21 contains 59861 members 
Mstep: Class 22 contains 41230 members 
Mstep: Class 23 contains 42398 members 
Mstep: Class 24 contains 49745 members 
Mstep: Class 25 contains 54370 members 
Mstep: Class 26 contains 53789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169256.000000 Penalty: 85816.687500
Iteration 226Q: 27 clusters Score -1.101693e+08 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 46061 members 
Mstep: Class 7 contains 22819 members 
Mstep: Class 8 contains 33768 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 13314 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 25731 members 
Mstep: Class 14 contains 30256 members 
Mstep: Class 15 contains 27866 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48363 members 
Mstep: Class 19 contains 17598 members 
Mstep: Class 20 contains 23652 members 
Mstep: Class 21 contains 60455 members 
Mstep: Class 22 contains 40614 members 
Mstep: Class 23 contains 42053 members 
Mstep: Class 24 contains 49687 members 
Mstep: Class 25 contains 54559 members 
Mstep: Class 26 contains 54835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167640.000000 Penalty: 85816.687500
Iteration 227Q: 27 clusters Score -1.101676e+08 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3185 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 46184 members 
Mstep: Class 7 contains 22859 members 
Mstep: Class 8 contains 33763 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12863 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 25709 members 
Mstep: Class 14 contains 30239 members 
Mstep: Class 15 contains 27577 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48621 members 
Mstep: Class 19 contains 17626 members 
Mstep: Class 20 contains 23406 members 
Mstep: Class 21 contains 60695 members 
Mstep: Class 22 contains 40009 members 
Mstep: Class 23 contains 41803 members 
Mstep: Class 24 contains 49907 members 
Mstep: Class 25 contains 54823 members 
Mstep: Class 26 contains 55555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166496.000000 Penalty: 85816.687500
Iteration 228Q: 27 clusters Score -1.101665e+08 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3181 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 46336 members 
Mstep: Class 7 contains 22909 members 
Mstep: Class 8 contains 33774 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12493 members 
Mstep: Class 11 contains 2373 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 25686 members 
Mstep: Class 14 contains 30237 members 
Mstep: Class 15 contains 27315 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48814 members 
Mstep: Class 19 contains 17679 members 
Mstep: Class 20 contains 23164 members 
Mstep: Class 21 contains 60898 members 
Mstep: Class 22 contains 39541 members 
Mstep: Class 23 contains 41308 members 
Mstep: Class 24 contains 50136 members 
Mstep: Class 25 contains 55049 members 
Mstep: Class 26 contains 56302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110165376.000000 Penalty: 85816.687500
Iteration 229Q: 27 clusters Score -1.101654e+08 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3183 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 46485 members 
Mstep: Class 7 contains 22979 members 
Mstep: Class 8 contains 33834 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12196 members 
Mstep: Class 11 contains 2374 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 25685 members 
Mstep: Class 14 contains 30239 members 
Mstep: Class 15 contains 27087 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49005 members 
Mstep: Class 19 contains 17712 members 
Mstep: Class 20 contains 22959 members 
Mstep: Class 21 contains 60936 members 
Mstep: Class 22 contains 39125 members 
Mstep: Class 23 contains 40764 members 
Mstep: Class 24 contains 50602 members 
Mstep: Class 25 contains 55175 members 
Mstep: Class 26 contains 56855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164024.000000 Penalty: 85816.687500
Iteration 230Q: 27 clusters Score -1.10164e+08 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3176 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 46630 members 
Mstep: Class 7 contains 23039 members 
Mstep: Class 8 contains 33900 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11887 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 25715 members 
Mstep: Class 14 contains 30216 members 
Mstep: Class 15 contains 26891 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49230 members 
Mstep: Class 19 contains 17767 members 
Mstep: Class 20 contains 22814 members 
Mstep: Class 21 contains 60969 members 
Mstep: Class 22 contains 38848 members 
Mstep: Class 23 contains 39929 members 
Mstep: Class 24 contains 51088 members 
Mstep: Class 25 contains 55140 members 
Mstep: Class 26 contains 57583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163120.000000 Penalty: 85816.687500
Iteration 231Q: 27 clusters Score -1.101631e+08 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3169 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 46805 members 
Mstep: Class 7 contains 23098 members 
Mstep: Class 8 contains 33983 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11648 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 25758 members 
Mstep: Class 14 contains 30194 members 
Mstep: Class 15 contains 26744 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49375 members 
Mstep: Class 19 contains 17829 members 
Mstep: Class 20 contains 22694 members 
Mstep: Class 21 contains 60906 members 
Mstep: Class 22 contains 38627 members 
Mstep: Class 23 contains 38871 members 
Mstep: Class 24 contains 51614 members 
Mstep: Class 25 contains 55090 members 
Mstep: Class 26 contains 58417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162512.000000 Penalty: 85816.687500
Iteration 232Q: 27 clusters Score -1.101625e+08 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 23182 members 
Mstep: Class 8 contains 34101 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11461 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 25802 members 
Mstep: Class 14 contains 30163 members 
Mstep: Class 15 contains 26636 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49536 members 
Mstep: Class 19 contains 17886 members 
Mstep: Class 20 contains 22570 members 
Mstep: Class 21 contains 61028 members 
Mstep: Class 22 contains 38404 members 
Mstep: Class 23 contains 37832 members 
Mstep: Class 24 contains 51805 members 
Mstep: Class 25 contains 54976 members 
Mstep: Class 26 contains 59281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161512.000000 Penalty: 85816.687500
Iteration 233Q: 27 clusters Score -1.101615e+08 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3162 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47179 members 
Mstep: Class 7 contains 23288 members 
Mstep: Class 8 contains 34219 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 11347 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 25871 members 
Mstep: Class 14 contains 30145 members 
Mstep: Class 15 contains 26549 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49703 members 
Mstep: Class 19 contains 17949 members 
Mstep: Class 20 contains 22435 members 
Mstep: Class 21 contains 61315 members 
Mstep: Class 22 contains 38180 members 
Mstep: Class 23 contains 36821 members 
Mstep: Class 24 contains 51681 members 
Mstep: Class 25 contains 54831 members 
Mstep: Class 26 contains 60149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160776.000000 Penalty: 85816.687500
Iteration 234Q: 27 clusters Score -1.101608e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3162 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47358 members 
Mstep: Class 7 contains 23392 members 
Mstep: Class 8 contains 34332 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 25951 members 
Mstep: Class 14 contains 30142 members 
Mstep: Class 15 contains 26473 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49869 members 
Mstep: Class 19 contains 18018 members 
Mstep: Class 20 contains 22306 members 
Mstep: Class 21 contains 61756 members 
Mstep: Class 22 contains 38036 members 
Mstep: Class 23 contains 35982 members 
Mstep: Class 24 contains 51169 members 
Mstep: Class 25 contains 54669 members 
Mstep: Class 26 contains 60894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159840.000000 Penalty: 85816.687500
Iteration 235Q: 27 clusters Score -1.101598e+08 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47507 members 
Mstep: Class 7 contains 23477 members 
Mstep: Class 8 contains 34451 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 11318 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 26024 members 
Mstep: Class 14 contains 30140 members 
Mstep: Class 15 contains 26384 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50046 members 
Mstep: Class 19 contains 18102 members 
Mstep: Class 20 contains 22223 members 
Mstep: Class 21 contains 62316 members 
Mstep: Class 22 contains 37906 members 
Mstep: Class 23 contains 35409 members 
Mstep: Class 24 contains 50531 members 
Mstep: Class 25 contains 54536 members 
Mstep: Class 26 contains 61293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158856.000000 Penalty: 85816.687500
Iteration 236Q: 27 clusters Score -1.101589e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47623 members 
Mstep: Class 7 contains 23579 members 
Mstep: Class 8 contains 34587 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 11352 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 26099 members 
Mstep: Class 14 contains 30131 members 
Mstep: Class 15 contains 26325 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50206 members 
Mstep: Class 19 contains 18164 members 
Mstep: Class 20 contains 22159 members 
Mstep: Class 21 contains 62806 members 
Mstep: Class 22 contains 37813 members 
Mstep: Class 23 contains 35174 members 
Mstep: Class 24 contains 49940 members 
Mstep: Class 25 contains 54401 members 
Mstep: Class 26 contains 61309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158272.000000 Penalty: 85816.687500
Iteration 237Q: 27 clusters Score -1.101583e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47740 members 
Mstep: Class 7 contains 23676 members 
Mstep: Class 8 contains 34699 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 11387 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 26172 members 
Mstep: Class 14 contains 30141 members 
Mstep: Class 15 contains 26262 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50361 members 
Mstep: Class 19 contains 18222 members 
Mstep: Class 20 contains 22119 members 
Mstep: Class 21 contains 63289 members 
Mstep: Class 22 contains 37730 members 
Mstep: Class 23 contains 35155 members 
Mstep: Class 24 contains 49555 members 
Mstep: Class 25 contains 54257 members 
Mstep: Class 26 contains 60908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158200.000000 Penalty: 85816.687500
Iteration 238Q: 27 clusters Score -1.101582e+08 nChanged 2349
Entering ConstructFrom: 
Score: -110158200.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -89379.906250 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -89379.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87805.171875 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -87805.17 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88253.406250 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -88253.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88516.648438 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -88516.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88659.320312 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -88659.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88783.507812 Penalty: 3242.917236
	Iteration 4F: 3 clusters Score -88783.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88829.640625 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -88829.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88911.289062 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -88911.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88975.257812 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -88975.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89043.734375 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -89043.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89101.023438 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -89101.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -89135.179688 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -89135.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89194.992188 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -89194.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89209.507812 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -89209.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89222.757812 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -89222.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89225.625000 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -89225.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89232.023438 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -89232.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89232.023438 Penalty: 3242.917236
	Iteration 16F: 3 clusters Score -89232.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50975.343750 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50975.34 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 231 members 
Entering Unmasked Estep 
Score: -49608.382812 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -49608.38 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49935.511719 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49935.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50184.902344 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -50184.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50362.132812 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -50362.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50487.636719 Penalty: 3059.088379
	Iteration 4F: 3 clusters Score -50487.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50585.402344 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -50585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50644.542969 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -50644.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50667.890625 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -50667.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50676.828125 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -50676.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50691.363281 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -50691.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50693.019531 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -50693.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50697.187500 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -50697.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50715.398438 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -50715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50736.492188 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -50736.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50755.503906 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -50755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50781.601562 Penalty: 3059.088379
	Iteration 15Q: 3 clusters Score -50781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50785.253906 Penalty: 3059.088379
	Iteration 16Q: 3 clusters Score -50785.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50789.414062 Penalty: 3059.088379
	Iteration 17Q: 3 clusters Score -50789.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50789.414062 Penalty: 3059.088379
	Iteration 18F: 3 clusters Score -50789.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -21301.232422 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -21301.23 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 137 members 
Entering Unmasked Estep 
Score: -20199.101562 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -20199.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20293.169922 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -20293.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20335.679688 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -20335.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20373.140625 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -20373.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20427.089844 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -20427.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20450.556641 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -20450.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20457.267578 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -20457.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20458.058594 Penalty: 2782.298096
	Iteration 7Q: 3 clusters Score -20458.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20472.466797 Penalty: 2782.298096
	Iteration 8Q: 3 clusters Score -20472.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20478.408203 Penalty: 2782.298096
	Iteration 9Q: 3 clusters Score -20478.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20501.984375 Penalty: 2782.298096
	Iteration 10Q: 3 clusters Score -20501.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20508.748047 Penalty: 2782.298096
	Iteration 11Q: 3 clusters Score -20508.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20522.822266 Penalty: 2782.298096
	Iteration 12Q: 3 clusters Score -20522.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20526.144531 Penalty: 2782.298096
	Iteration 13Q: 3 clusters Score -20526.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20536.667969 Penalty: 2782.298096
	Iteration 14Q: 3 clusters Score -20536.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20544.230469 Penalty: 2782.298096
	Iteration 15Q: 3 clusters Score -20544.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20544.230469 Penalty: 2782.298096
	Iteration 16F: 3 clusters Score -20544.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Entering Unmasked Estep 
Score: -585478.125000 Penalty: 1997.364014
	Iteration 0F: 2 clusters Score -585478.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -582137.125000 Penalty: 3994.728027
	Iteration 0F: 3 clusters Score -582137.1 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -582885.875000 Penalty: 3994.728027
	Iteration 1F: 3 clusters Score -582885.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -583062.500000 Penalty: 3994.728027
	Iteration 2F: 3 clusters Score -583062.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -583155.375000 Penalty: 3994.728027
	Iteration 3Q: 3 clusters Score -583155.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -583208.125000 Penalty: 3994.728027
	Iteration 4Q: 3 clusters Score -583208.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -583254.437500 Penalty: 3994.728027
	Iteration 5Q: 3 clusters Score -583254.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -583289.500000 Penalty: 3994.728027
	Iteration 6Q: 3 clusters Score -583289.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -583329.000000 Penalty: 3994.728027
	Iteration 7Q: 3 clusters Score -583329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -583360.687500 Penalty: 3994.728027
	Iteration 8Q: 3 clusters Score -583360.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -583384.875000 Penalty: 3994.728027
	Iteration 9Q: 3 clusters Score -583384.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -583418.375000 Penalty: 3994.728027
	Iteration 10Q: 3 clusters Score -583418.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -583440.687500 Penalty: 3994.728027
	Iteration 11Q: 3 clusters Score -583440.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -583462.812500 Penalty: 3994.728027
	Iteration 12Q: 3 clusters Score -583462.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -583489.125000 Penalty: 3994.728027
	Iteration 13Q: 3 clusters Score -583489.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -583512.000000 Penalty: 3994.728027
	Iteration 14Q: 3 clusters Score -583512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -583523.375000 Penalty: 3994.728027
	Iteration 15Q: 3 clusters Score -583523.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -583533.375000 Penalty: 3994.728027
	Iteration 16Q: 3 clusters Score -583533.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -583544.187500 Penalty: 3994.728027
	Iteration 17Q: 3 clusters Score -583544.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -583557.437500 Penalty: 3994.728027
	Iteration 18Q: 3 clusters Score -583557.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -583572.437500 Penalty: 3994.728027
	Iteration 19Q: 3 clusters Score -583572.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -583586.125000 Penalty: 3994.728027
	Iteration 20F: 3 clusters Score -583586.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -583599.812500 Penalty: 3994.728027
	Iteration 21Q: 3 clusters Score -583599.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -583611.125000 Penalty: 3994.728027
	Iteration 22Q: 3 clusters Score -583611.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -583621.312500 Penalty: 3994.728027
	Iteration 23Q: 3 clusters Score -583621.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -583626.312500 Penalty: 3994.728027
	Iteration 24Q: 3 clusters Score -583626.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -583630.437500 Penalty: 3994.728027
	Iteration 25Q: 3 clusters Score -583630.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -583639.750000 Penalty: 3994.728027
	Iteration 26Q: 3 clusters Score -583639.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -583643.687500 Penalty: 3994.728027
	Iteration 27Q: 3 clusters Score -583643.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -583647.375000 Penalty: 3994.728027
	Iteration 28Q: 3 clusters Score -583647.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -583651.500000 Penalty: 3994.728027
	Iteration 29Q: 3 clusters Score -583651.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -583655.687500 Penalty: 3994.728027
	Iteration 30Q: 3 clusters Score -583655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -583659.625000 Penalty: 3994.728027
	Iteration 31Q: 3 clusters Score -583659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -583662.875000 Penalty: 3994.728027
	Iteration 32Q: 3 clusters Score -583662.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -583666.812500 Penalty: 3994.728027
	Iteration 33Q: 3 clusters Score -583666.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -583672.250000 Penalty: 3994.728027
	Iteration 34Q: 3 clusters Score -583672.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -583674.687500 Penalty: 3994.728027
	Iteration 35Q: 3 clusters Score -583674.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -583678.562500 Penalty: 3994.728027
	Iteration 36Q: 3 clusters Score -583678.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -583684.562500 Penalty: 3994.728027
	Iteration 37Q: 3 clusters Score -583684.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -583690.625000 Penalty: 3994.728027
	Iteration 38Q: 3 clusters Score -583690.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -583696.687500 Penalty: 3994.728027
	Iteration 39Q: 3 clusters Score -583696.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -583701.500000 Penalty: 3994.728027
	Iteration 40F: 3 clusters Score -583701.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -583707.125000 Penalty: 3994.728027
	Iteration 41Q: 3 clusters Score -583707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -583708.062500 Penalty: 3994.728027
	Iteration 42Q: 3 clusters Score -583708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -583708.437500 Penalty: 3994.728027
	Iteration 43Q: 3 clusters Score -583708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -583708.500000 Penalty: 3994.728027
	Iteration 44Q: 3 clusters Score -583708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -583710.125000 Penalty: 3994.728027
	Iteration 45Q: 3 clusters Score -583710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -583712.812500 Penalty: 3994.728027
	Iteration 46Q: 3 clusters Score -583712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -583714.375000 Penalty: 3994.728027
	Iteration 47Q: 3 clusters Score -583714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -583716.312500 Penalty: 3994.728027
	Iteration 48Q: 3 clusters Score -583716.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -583719.875000 Penalty: 3994.728027
	Iteration 49Q: 3 clusters Score -583719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -583723.250000 Penalty: 3994.728027
	Iteration 50Q: 3 clusters Score -583723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -583726.687500 Penalty: 3994.728027
	Iteration 51Q: 3 clusters Score -583726.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -583729.437500 Penalty: 3994.728027
	Iteration 52Q: 3 clusters Score -583729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -583735.000000 Penalty: 3994.728027
	Iteration 53Q: 3 clusters Score -583735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -583739.937500 Penalty: 3994.728027
	Iteration 54Q: 3 clusters Score -583739.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -583746.062500 Penalty: 3994.728027
	Iteration 55Q: 3 clusters Score -583746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -583749.437500 Penalty: 3994.728027
	Iteration 56Q: 3 clusters Score -583749.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -583757.562500 Penalty: 3994.728027
	Iteration 57Q: 3 clusters Score -583757.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -583763.750000 Penalty: 3994.728027
	Iteration 58Q: 3 clusters Score -583763.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -583773.625000 Penalty: 3994.728027
	Iteration 59Q: 3 clusters Score -583773.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -583776.000000 Penalty: 3994.728027
	Iteration 60F: 3 clusters Score -583776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -583780.875000 Penalty: 3994.728027
	Iteration 61Q: 3 clusters Score -583780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -583782.250000 Penalty: 3994.728027
	Iteration 62Q: 3 clusters Score -583782.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -583783.250000 Penalty: 3994.728027
	Iteration 63Q: 3 clusters Score -583783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -583784.500000 Penalty: 3994.728027
	Iteration 64Q: 3 clusters Score -583784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -583785.812500 Penalty: 3994.728027
	Iteration 65Q: 3 clusters Score -583785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -583786.937500 Penalty: 3994.728027
	Iteration 66Q: 3 clusters Score -583786.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -583786.937500 Penalty: 3994.728027
	Iteration 67F: 3 clusters Score -583786.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -80463.437500 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -80463.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79001.265625 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -79001.27 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79319.164062 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -79319.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79536.101562 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -79536.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79719.289062 Penalty: 3098.068848
	Iteration 3F: 3 clusters Score -79719.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79917.460938 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -79917.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80066.046875 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -80066.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80188.953125 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -80188.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80267.781250 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -80267.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80318.093750 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -80318.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -80349.742188 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -80349.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80365.812500 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -80365.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -80372.492188 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -80372.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -80372.937500 Penalty: 3098.068848
	Iteration 12F: 3 clusters Score -80372.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80384.609375 Penalty: 3098.068848
	Iteration 13Q: 3 clusters Score -80384.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80410.523438 Penalty: 3098.068848
	Iteration 14Q: 3 clusters Score -80410.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -80413.054688 Penalty: 3098.068848
	Iteration 15Q: 3 clusters Score -80413.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80417.109375 Penalty: 3098.068848
	Iteration 16Q: 3 clusters Score -80417.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80417.109375 Penalty: 3098.068848
	Iteration 17F: 3 clusters Score -80417.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Entering Unmasked Estep 
Score: -8814451.000000 Penalty: 2672.264893
	Iteration 0F: 2 clusters Score -8814451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -8782534.000000 Penalty: 5344.529785
	Iteration 0F: 3 clusters Score -8782534 nChanged 21987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -8794604.000000 Penalty: 5344.529785
	Iteration 1F: 3 clusters Score -8794604 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -8795051.000000 Penalty: 5344.529785
	Iteration 2Q: 3 clusters Score -8795051 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -8795431.000000 Penalty: 5344.529785
	Iteration 3Q: 3 clusters Score -8795431 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -8795720.000000 Penalty: 5344.529785
	Iteration 4Q: 3 clusters Score -8795720 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -8795989.000000 Penalty: 5344.529785
	Iteration 5Q: 3 clusters Score -8795989 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -8796255.000000 Penalty: 5344.529785
	Iteration 6Q: 3 clusters Score -8796255 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -8796535.000000 Penalty: 5344.529785
	Iteration 7Q: 3 clusters Score -8796535 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -8796809.000000 Penalty: 5344.529785
	Iteration 8Q: 3 clusters Score -8796809 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -8797136.000000 Penalty: 5344.529785
	Iteration 9Q: 3 clusters Score -8797136 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -8797590.000000 Penalty: 5344.529785
	Iteration 10Q: 3 clusters Score -8797590 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -8798372.000000 Penalty: 5344.529785
	Iteration 11Q: 3 clusters Score -8798372 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -8799717.000000 Penalty: 5344.529785
	Iteration 12Q: 3 clusters Score -8799717 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -8801488.000000 Penalty: 5344.529785
	Iteration 13F: 3 clusters Score -8801488 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -8803339.000000 Penalty: 5344.529785
	Iteration 14F: 3 clusters Score -8803339 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -8804690.000000 Penalty: 5344.529785
	Iteration 15F: 3 clusters Score -8804690 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -8805284.000000 Penalty: 5344.529785
	Iteration 16Q: 3 clusters Score -8805284 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -8805611.000000 Penalty: 5344.529785
	Iteration 17Q: 3 clusters Score -8805611 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -8805798.000000 Penalty: 5344.529785
	Iteration 18Q: 3 clusters Score -8805798 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -8805958.000000 Penalty: 5344.529785
	Iteration 19Q: 3 clusters Score -8805958 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -8806107.000000 Penalty: 5344.529785
	Iteration 20F: 3 clusters Score -8806107 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -8806227.000000 Penalty: 5344.529785
	Iteration 21Q: 3 clusters Score -8806227 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -8806364.000000 Penalty: 5344.529785
	Iteration 22Q: 3 clusters Score -8806364 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -8806476.000000 Penalty: 5344.529785
	Iteration 23Q: 3 clusters Score -8806476 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -8806538.000000 Penalty: 5344.529785
	Iteration 24Q: 3 clusters Score -8806538 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -8806650.000000 Penalty: 5344.529785
	Iteration 25Q: 3 clusters Score -8806650 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -8806742.000000 Penalty: 5344.529785
	Iteration 26Q: 3 clusters Score -8806742 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -8806862.000000 Penalty: 5344.529785
	Iteration 27Q: 3 clusters Score -8806862 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -8806918.000000 Penalty: 5344.529785
	Iteration 28Q: 3 clusters Score -8806918 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -8807004.000000 Penalty: 5344.529785
	Iteration 29Q: 3 clusters Score -8807004 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -8807086.000000 Penalty: 5344.529785
	Iteration 30Q: 3 clusters Score -8807086 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -8807177.000000 Penalty: 5344.529785
	Iteration 31Q: 3 clusters Score -8807177 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -8807273.000000 Penalty: 5344.529785
	Iteration 32Q: 3 clusters Score -8807273 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -8807361.000000 Penalty: 5344.529785
	Iteration 33Q: 3 clusters Score -8807361 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -8807530.000000 Penalty: 5344.529785
	Iteration 34Q: 3 clusters Score -8807530 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -8807692.000000 Penalty: 5344.529785
	Iteration 35Q: 3 clusters Score -8807692 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -8807889.000000 Penalty: 5344.529785
	Iteration 36Q: 3 clusters Score -8807889 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -8808170.000000 Penalty: 5344.529785
	Iteration 37Q: 3 clusters Score -8808170 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -8808409.000000 Penalty: 5344.529785
	Iteration 38Q: 3 clusters Score -8808409 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -8808655.000000 Penalty: 5344.529785
	Iteration 39Q: 3 clusters Score -8808655 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -8808977.000000 Penalty: 5344.529785
	Iteration 40F: 3 clusters Score -8808977 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -8809346.000000 Penalty: 5344.529785
	Iteration 41Q: 3 clusters Score -8809346 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -8809672.000000 Penalty: 5344.529785
	Iteration 42Q: 3 clusters Score -8809672 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8809984 nChanged 890
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8810476 nChanged 756
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Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8810703 nChanged 743
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Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8811053 nChanged 607
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Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8811223 nChanged 602
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Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8811327 nChanged 589
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Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8811460 nChanged 595
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Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8811537 nChanged 565
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Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8811660 nChanged 545
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Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8811799 nChanged 496
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Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8811897 nChanged 450
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Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8812004 nChanged 386
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Mstep: Class 1 contains 37986 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8812028 nChanged 339
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Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8812075 nChanged 329
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8812144 nChanged 295
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Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8812209 nChanged 308
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Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8812286 nChanged 297
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Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8812343 nChanged 268
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Mstep: Class 1 contains 39822 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8812378 nChanged 231
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Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8812410 nChanged 202
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8812421 nChanged 178
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Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8812435 nChanged 179
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8812443 nChanged 168
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8812443 nChanged 151
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Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8812439 nChanged 133
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8812489 nChanged 137
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8812488 nChanged 140
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8812497 nChanged 133
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8812556 nChanged 78
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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 80F: 3 clusters Score -8812564 nChanged 51
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	Iteration 81Q: 3 clusters Score -8812567 nChanged 48
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	Iteration 82Q: 3 clusters Score -8812576 nChanged 56
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	Iteration 83Q: 3 clusters Score -8812594 nChanged 54
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8812598 nChanged 45
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	Iteration 86Q: 3 clusters Score -8812607 nChanged 34
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8812591 nChanged 34
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	Iteration 88Q: 3 clusters Score -8812596 nChanged 32
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	Iteration 89Q: 3 clusters Score -8812597 nChanged 38
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	Iteration 90Q: 3 clusters Score -8812589 nChanged 45
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8812590 nChanged 40
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8812569 nChanged 37
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8812563 nChanged 34
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8812567 nChanged 44
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8812581 nChanged 38
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8812580 nChanged 35
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	Iteration 97Q: 3 clusters Score -8812596 nChanged 31
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8812583 nChanged 34
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	Iteration 99Q: 3 clusters Score -8812604 nChanged 39
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8812621 nChanged 39
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8812608 nChanged 38
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	Iteration 102Q: 3 clusters Score -8812609 nChanged 40
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8812609 nChanged 34
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8812614 nChanged 25
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8812626 nChanged 24
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8812620 nChanged 33
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	Iteration 107Q: 3 clusters Score -8812611 nChanged 37
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8812619 nChanged 43
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	Iteration 109Q: 3 clusters Score -8812614 nChanged 40
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	Iteration 110Q: 3 clusters Score -8812629 nChanged 39
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8812621 nChanged 45
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8812631 nChanged 42
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	Iteration 113Q: 3 clusters Score -8812649 nChanged 49
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	Iteration 114Q: 3 clusters Score -8812653 nChanged 57
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	Iteration 115Q: 3 clusters Score -8812662 nChanged 52
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	Iteration 116Q: 3 clusters Score -8812680 nChanged 49
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	Iteration 117Q: 3 clusters Score -8812667 nChanged 46
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	Iteration 118Q: 3 clusters Score -8812677 nChanged 38
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	Iteration 119Q: 3 clusters Score -8812672 nChanged 44
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	Iteration 120F: 3 clusters Score -8812682 nChanged 39
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	Iteration 121Q: 3 clusters Score -8812690 nChanged 42
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	Iteration 122Q: 3 clusters Score -8812709 nChanged 41
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	Iteration 123Q: 3 clusters Score -8812711 nChanged 40
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	Iteration 124Q: 3 clusters Score -8812698 nChanged 41
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	Iteration 125Q: 3 clusters Score -8812728 nChanged 42
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	Iteration 126Q: 3 clusters Score -8812729 nChanged 49
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	Iteration 127Q: 3 clusters Score -8812729 nChanged 35
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	Iteration 128Q: 3 clusters Score -8812739 nChanged 32
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	Iteration 129Q: 3 clusters Score -8812740 nChanged 37
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	Iteration 130Q: 3 clusters Score -8812744 nChanged 26
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	Iteration 131Q: 3 clusters Score -8812741 nChanged 24
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	Iteration 132Q: 3 clusters Score -8812733 nChanged 29
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	Iteration 133Q: 3 clusters Score -8812746 nChanged 28
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	Iteration 134Q: 3 clusters Score -8812743 nChanged 26
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	Iteration 135Q: 3 clusters Score -8812744 nChanged 23
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	Iteration 136Q: 3 clusters Score -8812744 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -8812751.000000 Penalty: 5344.529785
	Iteration 137Q: 3 clusters Score -8812751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -8812747.000000 Penalty: 5344.529785
	Iteration 138Q: 3 clusters Score -8812747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -8812756.000000 Penalty: 5344.529785
	Iteration 139Q: 3 clusters Score -8812756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -8812746.000000 Penalty: 5344.529785
	Iteration 140F: 3 clusters Score -8812746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8812755.000000 Penalty: 5344.529785
	Iteration 141Q: 3 clusters Score -8812755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -8812762.000000 Penalty: 5344.529785
	Iteration 142Q: 3 clusters Score -8812762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -8812763.000000 Penalty: 5344.529785
	Iteration 143Q: 3 clusters Score -8812763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -8812759.000000 Penalty: 5344.529785
	Iteration 144Q: 3 clusters Score -8812759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8812757.000000 Penalty: 5344.529785
	Iteration 145Q: 3 clusters Score -8812757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -8812763.000000 Penalty: 5344.529785
	Iteration 146Q: 3 clusters Score -8812763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8812771.000000 Penalty: 5344.529785
	Iteration 147Q: 3 clusters Score -8812771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -8812774.000000 Penalty: 5344.529785
	Iteration 148Q: 3 clusters Score -8812774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8812771.000000 Penalty: 5344.529785
	Iteration 149Q: 3 clusters Score -8812771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8812765.000000 Penalty: 5344.529785
	Iteration 150Q: 3 clusters Score -8812765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8812751.000000 Penalty: 5344.529785
	Iteration 151Q: 3 clusters Score -8812751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8812760.000000 Penalty: 5344.529785
	Iteration 152Q: 3 clusters Score -8812760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8812764.000000 Penalty: 5344.529785
	Iteration 153Q: 3 clusters Score -8812764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8812761.000000 Penalty: 5344.529785
	Iteration 154Q: 3 clusters Score -8812761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -8812764.000000 Penalty: 5344.529785
	Iteration 155Q: 3 clusters Score -8812764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -8812773.000000 Penalty: 5344.529785
	Iteration 156Q: 3 clusters Score -8812773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -8812774.000000 Penalty: 5344.529785
	Iteration 157Q: 3 clusters Score -8812774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8812774.000000 Penalty: 5344.529785
	Iteration 158Q: 3 clusters Score -8812774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8812778.000000 Penalty: 5344.529785
	Iteration 159Q: 3 clusters Score -8812778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -8812777.000000 Penalty: 5344.529785
	Iteration 160F: 3 clusters Score -8812777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8812768.000000 Penalty: 5344.529785
	Iteration 161Q: 3 clusters Score -8812768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -8812762.000000 Penalty: 5344.529785
	Iteration 162Q: 3 clusters Score -8812762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -8812766.000000 Penalty: 5344.529785
	Iteration 163Q: 3 clusters Score -8812766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -8812761.000000 Penalty: 5344.529785
	Iteration 164Q: 3 clusters Score -8812761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -8812759.000000 Penalty: 5344.529785
	Iteration 165Q: 3 clusters Score -8812759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -8812759.000000 Penalty: 5344.529785
	Iteration 166Q: 3 clusters Score -8812759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -8812759.000000 Penalty: 5344.529785
	Iteration 167F: 3 clusters Score -8812759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Entering Unmasked Estep 
Score: -4430037.500000 Penalty: 2498.850830
	Iteration 0F: 2 clusters Score -4430038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -4413373.500000 Penalty: 4997.701660
	Iteration 0F: 3 clusters Score -4413374 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -4418979.000000 Penalty: 4997.701660
	Iteration 1F: 3 clusters Score -4418979 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -4419300.500000 Penalty: 4997.701660
	Iteration 2Q: 3 clusters Score -4419300 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -4419544.000000 Penalty: 4997.701660
	Iteration 3Q: 3 clusters Score -4419544 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -4419759.000000 Penalty: 4997.701660
	Iteration 4Q: 3 clusters Score -4419759 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4419939.000000 Penalty: 4997.701660
	Iteration 5Q: 3 clusters Score -4419939 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4420090.000000 Penalty: 4997.701660
	Iteration 6Q: 3 clusters Score -4420090 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -4420241.500000 Penalty: 4997.701660
	Iteration 7Q: 3 clusters Score -4420242 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -4420432.000000 Penalty: 4997.701660
	Iteration 8Q: 3 clusters Score -4420432 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -4420626.500000 Penalty: 4997.701660
	Iteration 9Q: 3 clusters Score -4420626 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -4420930.500000 Penalty: 4997.701660
	Iteration 10Q: 3 clusters Score -4420930 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -4421369.000000 Penalty: 4997.701660
	Iteration 11Q: 3 clusters Score -4421369 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4422036.000000 Penalty: 4997.701660
	Iteration 12Q: 3 clusters Score -4422036 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4423045.500000 Penalty: 4997.701660
	Iteration 13F: 3 clusters Score -4423046 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4424364.500000 Penalty: 4997.701660
	Iteration 14F: 3 clusters Score -4424364 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4425685.000000 Penalty: 4997.701660
	Iteration 15F: 3 clusters Score -4425685 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4426689.000000 Penalty: 4997.701660
	Iteration 16Q: 3 clusters Score -4426689 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4427231.500000 Penalty: 4997.701660
	Iteration 17Q: 3 clusters Score -4427232 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4427498.500000 Penalty: 4997.701660
	Iteration 18Q: 3 clusters Score -4427498 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4427636.500000 Penalty: 4997.701660
	Iteration 19Q: 3 clusters Score -4427636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4427700.500000 Penalty: 4997.701660
	Iteration 20F: 3 clusters Score -4427700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4427734.000000 Penalty: 4997.701660
	Iteration 21Q: 3 clusters Score -4427734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4427749.000000 Penalty: 4997.701660
	Iteration 22Q: 3 clusters Score -4427749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4427779.500000 Penalty: 4997.701660
	Iteration 23Q: 3 clusters Score -4427780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4427788.000000 Penalty: 4997.701660
	Iteration 24Q: 3 clusters Score -4427788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4427799.000000 Penalty: 4997.701660
	Iteration 25Q: 3 clusters Score -4427799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4427806.000000 Penalty: 4997.701660
	Iteration 26Q: 3 clusters Score -4427806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4427811.500000 Penalty: 4997.701660
	Iteration 27Q: 3 clusters Score -4427812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4427810.500000 Penalty: 4997.701660
	Iteration 28Q: 3 clusters Score -4427810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4427817.000000 Penalty: 4997.701660
	Iteration 29Q: 3 clusters Score -4427817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4427817.000000 Penalty: 4997.701660
	Iteration 30F: 3 clusters Score -4427817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Entering Unmasked Estep 
Score: -6476956.500000 Penalty: 2593.556641
	Iteration 0F: 2 clusters Score -6476956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -6453258.500000 Penalty: 5187.113281
	Iteration 0F: 3 clusters Score -6453258 nChanged 15823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -6461894.500000 Penalty: 5187.113281
	Iteration 1F: 3 clusters Score -6461894 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -6462701.000000 Penalty: 5187.113281
	Iteration 2F: 3 clusters Score -6462701 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -6463788.000000 Penalty: 5187.113281
	Iteration 3F: 3 clusters Score -6463788 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -6465199.500000 Penalty: 5187.113281
	Iteration 4F: 3 clusters Score -6465200 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -6467062.500000 Penalty: 5187.113281
	Iteration 5F: 3 clusters Score -6467062 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -6469186.000000 Penalty: 5187.113281
	Iteration 6F: 3 clusters Score -6469186 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -6471408.000000 Penalty: 5187.113281
	Iteration 7F: 3 clusters Score -6471408 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -6473013.500000 Penalty: 5187.113281
	Iteration 8F: 3 clusters Score -6473014 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -6473789.000000 Penalty: 5187.113281
	Iteration 9Q: 3 clusters Score -6473789 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -6474189.500000 Penalty: 5187.113281
	Iteration 10Q: 3 clusters Score -6474190 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -6474458.500000 Penalty: 5187.113281
	Iteration 11Q: 3 clusters Score -6474458 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -6474668.000000 Penalty: 5187.113281
	Iteration 12Q: 3 clusters Score -6474668 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -6474781.500000 Penalty: 5187.113281
	Iteration 13Q: 3 clusters Score -6474782 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -6474894.000000 Penalty: 5187.113281
	Iteration 14Q: 3 clusters Score -6474894 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -6474971.500000 Penalty: 5187.113281
	Iteration 15Q: 3 clusters Score -6474972 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -6474997.500000 Penalty: 5187.113281
	Iteration 16Q: 3 clusters Score -6474998 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -6475054.000000 Penalty: 5187.113281
	Iteration 17Q: 3 clusters Score -6475054 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -6475110.500000 Penalty: 5187.113281
	Iteration 18Q: 3 clusters Score -6475110 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -6475146.500000 Penalty: 5187.113281
	Iteration 19Q: 3 clusters Score -6475146 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -6475178.000000 Penalty: 5187.113281
	Iteration 20F: 3 clusters Score -6475178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -6475196.500000 Penalty: 5187.113281
	Iteration 21Q: 3 clusters Score -6475196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -6475194.000000 Penalty: 5187.113281
	Iteration 22Q: 3 clusters Score -6475194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -6475199.500000 Penalty: 5187.113281
	Iteration 23Q: 3 clusters Score -6475200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -6475216.500000 Penalty: 5187.113281
	Iteration 24Q: 3 clusters Score -6475216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -6475227.000000 Penalty: 5187.113281
	Iteration 25Q: 3 clusters Score -6475227 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -6475232.500000 Penalty: 5187.113281
	Iteration 26Q: 3 clusters Score -6475232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -6475244.000000 Penalty: 5187.113281
	Iteration 27Q: 3 clusters Score -6475244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -6475256.000000 Penalty: 5187.113281
	Iteration 28Q: 3 clusters Score -6475256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -6475253.500000 Penalty: 5187.113281
	Iteration 29Q: 3 clusters Score -6475254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -6475253.500000 Penalty: 5187.113281
	Iteration 30Q: 3 clusters Score -6475254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -6475280.000000 Penalty: 5187.113281
	Iteration 31Q: 3 clusters Score -6475280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -6475283.500000 Penalty: 5187.113281
	Iteration 32Q: 3 clusters Score -6475284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -6475290.000000 Penalty: 5187.113281
	Iteration 33Q: 3 clusters Score -6475290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -6475296.500000 Penalty: 5187.113281
	Iteration 34Q: 3 clusters Score -6475296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -6475304.500000 Penalty: 5187.113281
	Iteration 35Q: 3 clusters Score -6475304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -6475302.500000 Penalty: 5187.113281
	Iteration 36Q: 3 clusters Score -6475302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -6475301.000000 Penalty: 5187.113281
	Iteration 37Q: 3 clusters Score -6475301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -6475310.000000 Penalty: 5187.113281
	Iteration 38Q: 3 clusters Score -6475310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -6475318.500000 Penalty: 5187.113281
	Iteration 39Q: 3 clusters Score -6475318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6475311.000000 Penalty: 5187.113281
	Iteration 40F: 3 clusters Score -6475311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -6475313.000000 Penalty: 5187.113281
	Iteration 41Q: 3 clusters Score -6475313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -6475312.000000 Penalty: 5187.113281
	Iteration 42Q: 3 clusters Score -6475312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -6475311.500000 Penalty: 5187.113281
	Iteration 43Q: 3 clusters Score -6475312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -6475323.000000 Penalty: 5187.113281
	Iteration 44Q: 3 clusters Score -6475323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -6475321.000000 Penalty: 5187.113281
	Iteration 45Q: 3 clusters Score -6475321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -6475314.000000 Penalty: 5187.113281
	Iteration 46Q: 3 clusters Score -6475314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -6475326.000000 Penalty: 5187.113281
	Iteration 47Q: 3 clusters Score -6475326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -6475332.000000 Penalty: 5187.113281
	Iteration 48Q: 3 clusters Score -6475332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -6475334.500000 Penalty: 5187.113281
	Iteration 49Q: 3 clusters Score -6475334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -6475332.500000 Penalty: 5187.113281
	Iteration 50Q: 3 clusters Score -6475332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -6475336.500000 Penalty: 5187.113281
	Iteration 51Q: 3 clusters Score -6475336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -6475338.000000 Penalty: 5187.113281
	Iteration 52Q: 3 clusters Score -6475338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -6475331.000000 Penalty: 5187.113281
	Iteration 53Q: 3 clusters Score -6475331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -6475334.000000 Penalty: 5187.113281
	Iteration 54Q: 3 clusters Score -6475334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -6475325.500000 Penalty: 5187.113281
	Iteration 55Q: 3 clusters Score -6475326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -6475321.500000 Penalty: 5187.113281
	Iteration 56Q: 3 clusters Score -6475322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -6475325.000000 Penalty: 5187.113281
	Iteration 57Q: 3 clusters Score -6475325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -6475332.000000 Penalty: 5187.113281
	Iteration 58Q: 3 clusters Score -6475332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -6475333.000000 Penalty: 5187.113281
	Iteration 59Q: 3 clusters Score -6475333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -6475336.500000 Penalty: 5187.113281
	Iteration 60F: 3 clusters Score -6475336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -6475340.000000 Penalty: 5187.113281
	Iteration 61Q: 3 clusters Score -6475340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -6475337.500000 Penalty: 5187.113281
	Iteration 62Q: 3 clusters Score -6475338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -6475343.500000 Penalty: 5187.113281
	Iteration 63Q: 3 clusters Score -6475344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -6475342.000000 Penalty: 5187.113281
	Iteration 64Q: 3 clusters Score -6475342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -6475344.000000 Penalty: 5187.113281
	Iteration 65Q: 3 clusters Score -6475344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -6475343.000000 Penalty: 5187.113281
	Iteration 66Q: 3 clusters Score -6475343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -6475338.500000 Penalty: 5187.113281
	Iteration 67Q: 3 clusters Score -6475338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -6475338.500000 Penalty: 5187.113281
	Iteration 68Q: 3 clusters Score -6475338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -6475338.500000 Penalty: 5187.113281
	Iteration 69F: 3 clusters Score -6475338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -187341.171875 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -187341.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -185384.093750 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -185384.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -185821.906250 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -185821.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -186009.625000 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -186009.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -186164.140625 Penalty: 3489.056396
	Iteration 3F: 3 clusters Score -186164.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -186267.718750 Penalty: 3489.056396
	Iteration 4F: 3 clusters Score -186267.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -186344.046875 Penalty: 3489.056396
	Iteration 5Q: 3 clusters Score -186344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -186391.328125 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -186391.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -186435.687500 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -186435.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -186487.312500 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -186487.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -186515.953125 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -186516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -186532.421875 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -186532.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -186548.109375 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -186548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -186560.250000 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -186560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -186565.546875 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -186565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -186568.343750 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -186568.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -186568.921875 Penalty: 3489.056396
	Iteration 15Q: 3 clusters Score -186568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -186568.921875 Penalty: 3489.056396
	Iteration 16F: 3 clusters Score -186568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Entering Unmasked Estep 
Score: -2111778.750000 Penalty: 2317.159180
	Iteration 0F: 2 clusters Score -2111779 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 5649 members 
Entering Unmasked Estep 
Score: -2103272.250000 Penalty: 4634.318359
	Iteration 0F: 3 clusters Score -2103272 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2105678.000000 Penalty: 4634.318359
	Iteration 1F: 3 clusters Score -2105678 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2106024.750000 Penalty: 4634.318359
	Iteration 2F: 3 clusters Score -2106025 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2106377.750000 Penalty: 4634.318359
	Iteration 3F: 3 clusters Score -2106378 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2106750.250000 Penalty: 4634.318359
	Iteration 4Q: 3 clusters Score -2106750 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2107121.500000 Penalty: 4634.318359
	Iteration 5Q: 3 clusters Score -2107122 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2107489.500000 Penalty: 4634.318359
	Iteration 6Q: 3 clusters Score -2107490 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2107856.500000 Penalty: 4634.318359
	Iteration 7Q: 3 clusters Score -2107856 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2108199.500000 Penalty: 4634.318359
	Iteration 8Q: 3 clusters Score -2108200 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2108507.500000 Penalty: 4634.318359
	Iteration 9Q: 3 clusters Score -2108508 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2108799.250000 Penalty: 4634.318359
	Iteration 10Q: 3 clusters Score -2108799 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2109085.250000 Penalty: 4634.318359
	Iteration 11Q: 3 clusters Score -2109085 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2109376.500000 Penalty: 4634.318359
	Iteration 12Q: 3 clusters Score -2109376 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2109641.250000 Penalty: 4634.318359
	Iteration 13Q: 3 clusters Score -2109641 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2109882.000000 Penalty: 4634.318359
	Iteration 14Q: 3 clusters Score -2109882 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2110085.000000 Penalty: 4634.318359
	Iteration 15Q: 3 clusters Score -2110085 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2110247.000000 Penalty: 4634.318359
	Iteration 16Q: 3 clusters Score -2110247 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2110360.250000 Penalty: 4634.318359
	Iteration 17Q: 3 clusters Score -2110360 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2110407.000000 Penalty: 4634.318359
	Iteration 18Q: 3 clusters Score -2110407 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2110443.500000 Penalty: 4634.318359
	Iteration 19Q: 3 clusters Score -2110444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2110467.500000 Penalty: 4634.318359
	Iteration 20F: 3 clusters Score -2110468 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2110475.500000 Penalty: 4634.318359
	Iteration 21Q: 3 clusters Score -2110476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2110482.500000 Penalty: 4634.318359
	Iteration 22Q: 3 clusters Score -2110482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2110486.000000 Penalty: 4634.318359
	Iteration 23Q: 3 clusters Score -2110486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2110486.750000 Penalty: 4634.318359
	Iteration 24Q: 3 clusters Score -2110487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2110488.000000 Penalty: 4634.318359
	Iteration 25Q: 3 clusters Score -2110488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2110489.250000 Penalty: 4634.318359
	Iteration 26Q: 3 clusters Score -2110489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2110502.750000 Penalty: 4634.318359
	Iteration 27Q: 3 clusters Score -2110503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2110502.750000 Penalty: 4634.318359
	Iteration 28Q: 3 clusters Score -2110503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2110508.000000 Penalty: 4634.318359
	Iteration 29Q: 3 clusters Score -2110508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2110507.750000 Penalty: 4634.318359
	Iteration 30Q: 3 clusters Score -2110508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2110511.750000 Penalty: 4634.318359
	Iteration 31Q: 3 clusters Score -2110512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2110512.000000 Penalty: 4634.318359
	Iteration 32Q: 3 clusters Score -2110512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2110519.750000 Penalty: 4634.318359
	Iteration 33Q: 3 clusters Score -2110520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2110526.500000 Penalty: 4634.318359
	Iteration 34Q: 3 clusters Score -2110526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2110524.250000 Penalty: 4634.318359
	Iteration 35Q: 3 clusters Score -2110524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2110525.250000 Penalty: 4634.318359
	Iteration 36Q: 3 clusters Score -2110525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2110525.250000 Penalty: 4634.318359
	Iteration 37Q: 3 clusters Score -2110525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2110528.750000 Penalty: 4634.318359
	Iteration 38Q: 3 clusters Score -2110529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2110525.750000 Penalty: 4634.318359
	Iteration 39Q: 3 clusters Score -2110526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2110524.250000 Penalty: 4634.318359
	Iteration 40F: 3 clusters Score -2110524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2110526.500000 Penalty: 4634.318359
	Iteration 41Q: 3 clusters Score -2110526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2110525.250000 Penalty: 4634.318359
	Iteration 42Q: 3 clusters Score -2110525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2110529.750000 Penalty: 4634.318359
	Iteration 43Q: 3 clusters Score -2110530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2110525.750000 Penalty: 4634.318359
	Iteration 44Q: 3 clusters Score -2110526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2110529.250000 Penalty: 4634.318359
	Iteration 45Q: 3 clusters Score -2110529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2110525.250000 Penalty: 4634.318359
	Iteration 46Q: 3 clusters Score -2110525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2110533.250000 Penalty: 4634.318359
	Iteration 47Q: 3 clusters Score -2110533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2110534.750000 Penalty: 4634.318359
	Iteration 48Q: 3 clusters Score -2110535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2110533.750000 Penalty: 4634.318359
	Iteration 49Q: 3 clusters Score -2110534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2110536.500000 Penalty: 4634.318359
	Iteration 50Q: 3 clusters Score -2110536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2110536.500000 Penalty: 4634.318359
	Iteration 51F: 3 clusters Score -2110536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -413992.250000 Penalty: 1928.060059
	Iteration 0F: 2 clusters Score -413992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -411085.031250 Penalty: 3856.120117
	Iteration 0F: 3 clusters Score -411085 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -411689.687500 Penalty: 3856.120117
	Iteration 1F: 3 clusters Score -411689.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -411919.593750 Penalty: 3856.120117
	Iteration 2F: 3 clusters Score -411919.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -412031.531250 Penalty: 3856.120117
	Iteration 3Q: 3 clusters Score -412031.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -412132.156250 Penalty: 3856.120117
	Iteration 4Q: 3 clusters Score -412132.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -412223.000000 Penalty: 3856.120117
	Iteration 5Q: 3 clusters Score -412223 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -412287.718750 Penalty: 3856.120117
	Iteration 6Q: 3 clusters Score -412287.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -412333.062500 Penalty: 3856.120117
	Iteration 7Q: 3 clusters Score -412333.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -412382.687500 Penalty: 3856.120117
	Iteration 8Q: 3 clusters Score -412382.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -412430.656250 Penalty: 3856.120117
	Iteration 9Q: 3 clusters Score -412430.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -412467.625000 Penalty: 3856.120117
	Iteration 10Q: 3 clusters Score -412467.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -412487.031250 Penalty: 3856.120117
	Iteration 11Q: 3 clusters Score -412487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -412502.218750 Penalty: 3856.120117
	Iteration 12Q: 3 clusters Score -412502.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -412514.468750 Penalty: 3856.120117
	Iteration 13Q: 3 clusters Score -412514.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -412521.937500 Penalty: 3856.120117
	Iteration 14Q: 3 clusters Score -412521.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -412533.750000 Penalty: 3856.120117
	Iteration 15Q: 3 clusters Score -412533.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -412545.625000 Penalty: 3856.120117
	Iteration 16Q: 3 clusters Score -412545.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -412552.812500 Penalty: 3856.120117
	Iteration 17Q: 3 clusters Score -412552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -412561.156250 Penalty: 3856.120117
	Iteration 18Q: 3 clusters Score -412561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -412567.875000 Penalty: 3856.120117
	Iteration 19Q: 3 clusters Score -412567.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -412581.718750 Penalty: 3856.120117
	Iteration 20F: 3 clusters Score -412581.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -412596.375000 Penalty: 3856.120117
	Iteration 21Q: 3 clusters Score -412596.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -412605.718750 Penalty: 3856.120117
	Iteration 22Q: 3 clusters Score -412605.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -412615.093750 Penalty: 3856.120117
	Iteration 23Q: 3 clusters Score -412615.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -412625.156250 Penalty: 3856.120117
	Iteration 24Q: 3 clusters Score -412625.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -412632.937500 Penalty: 3856.120117
	Iteration 25Q: 3 clusters Score -412632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -412636.906250 Penalty: 3856.120117
	Iteration 26Q: 3 clusters Score -412636.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -412644.656250 Penalty: 3856.120117
	Iteration 27Q: 3 clusters Score -412644.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -412648.312500 Penalty: 3856.120117
	Iteration 28Q: 3 clusters Score -412648.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -412651.781250 Penalty: 3856.120117
	Iteration 29Q: 3 clusters Score -412651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -412654.031250 Penalty: 3856.120117
	Iteration 30Q: 3 clusters Score -412654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -412654.031250 Penalty: 3856.120117
	Iteration 31F: 3 clusters Score -412654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -136451.859375 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -136451.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -134694.375000 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -134694.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -135127.937500 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -135127.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -135354.937500 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -135354.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -135485.593750 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -135485.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135560.906250 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -135560.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -135642.640625 Penalty: 3304.913818
	Iteration 5F: 3 clusters Score -135642.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135744.578125 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -135744.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135810.203125 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -135810.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -135859.890625 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -135859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -135880.281250 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -135880.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -135903.453125 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -135903.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -135922.828125 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -135922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -135936.796875 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -135936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135937.890625 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -135937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135939.734375 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -135939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135944.640625 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -135944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135951.734375 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -135951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135960.093750 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -135960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135968.671875 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -135968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135971.109375 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -135971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135972.578125 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -135972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135976.656250 Penalty: 3304.913818
	Iteration 21Q: 3 clusters Score -135976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135976.656250 Penalty: 3304.913818
	Iteration 22F: 3 clusters Score -135976.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Entering Unmasked Estep 
Score: -4847665.500000 Penalty: 2523.305908
	Iteration 0F: 2 clusters Score -4847666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4829520.500000 Penalty: 5046.611816
	Iteration 0F: 3 clusters Score -4829520 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -4835814.000000 Penalty: 5046.611816
	Iteration 1F: 3 clusters Score -4835814 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4836248.500000 Penalty: 5046.611816
	Iteration 2Q: 3 clusters Score -4836248 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -4836714.000000 Penalty: 5046.611816
	Iteration 3Q: 3 clusters Score -4836714 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4837227.500000 Penalty: 5046.611816
	Iteration 4Q: 3 clusters Score -4837228 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4837799.000000 Penalty: 5046.611816
	Iteration 5Q: 3 clusters Score -4837799 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4838591.000000 Penalty: 5046.611816
	Iteration 6F: 3 clusters Score -4838591 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -4839699.000000 Penalty: 5046.611816
	Iteration 7F: 3 clusters Score -4839699 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -4841081.500000 Penalty: 5046.611816
	Iteration 8F: 3 clusters Score -4841082 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -4842474.000000 Penalty: 5046.611816
	Iteration 9F: 3 clusters Score -4842474 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -4843639.000000 Penalty: 5046.611816
	Iteration 10Q: 3 clusters Score -4843639 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -4844512.500000 Penalty: 5046.611816
	Iteration 11Q: 3 clusters Score -4844512 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -4845061.500000 Penalty: 5046.611816
	Iteration 12Q: 3 clusters Score -4845062 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -4845354.000000 Penalty: 5046.611816
	Iteration 13Q: 3 clusters Score -4845354 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4845496.000000 Penalty: 5046.611816
	Iteration 14Q: 3 clusters Score -4845496 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -4845583.000000 Penalty: 5046.611816
	Iteration 15Q: 3 clusters Score -4845583 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -4845627.000000 Penalty: 5046.611816
	Iteration 16Q: 3 clusters Score -4845627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -4845646.500000 Penalty: 5046.611816
	Iteration 17Q: 3 clusters Score -4845646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -4845656.000000 Penalty: 5046.611816
	Iteration 18Q: 3 clusters Score -4845656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -4845658.500000 Penalty: 5046.611816
	Iteration 19Q: 3 clusters Score -4845658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -4845671.500000 Penalty: 5046.611816
	Iteration 20F: 3 clusters Score -4845672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -4845678.000000 Penalty: 5046.611816
	Iteration 21Q: 3 clusters Score -4845678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4845689.000000 Penalty: 5046.611816
	Iteration 22Q: 3 clusters Score -4845689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -4845689.000000 Penalty: 5046.611816
	Iteration 23Q: 3 clusters Score -4845689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -4845689.000000 Penalty: 5046.611816
	Iteration 24Q: 3 clusters Score -4845689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -4845691.500000 Penalty: 5046.611816
	Iteration 25Q: 3 clusters Score -4845692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -4845699.500000 Penalty: 5046.611816
	Iteration 26Q: 3 clusters Score -4845700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4845702.000000 Penalty: 5046.611816
	Iteration 27Q: 3 clusters Score -4845702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -4845715.000000 Penalty: 5046.611816
	Iteration 28Q: 3 clusters Score -4845715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -4845718.500000 Penalty: 5046.611816
	Iteration 29Q: 3 clusters Score -4845718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -4845715.000000 Penalty: 5046.611816
	Iteration 30Q: 3 clusters Score -4845715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4845716.500000 Penalty: 5046.611816
	Iteration 31Q: 3 clusters Score -4845716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -4845720.000000 Penalty: 5046.611816
	Iteration 32Q: 3 clusters Score -4845720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -4845720.000000 Penalty: 5046.611816
	Iteration 33Q: 3 clusters Score -4845720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -4845725.000000 Penalty: 5046.611816
	Iteration 34Q: 3 clusters Score -4845725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -4845721.500000 Penalty: 5046.611816
	Iteration 35Q: 3 clusters Score -4845722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4845732.500000 Penalty: 5046.611816
	Iteration 36Q: 3 clusters Score -4845732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -4845732.000000 Penalty: 5046.611816
	Iteration 37Q: 3 clusters Score -4845732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -4845732.000000 Penalty: 5046.611816
	Iteration 38Q: 3 clusters Score -4845732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4845726.500000 Penalty: 5046.611816
	Iteration 39Q: 3 clusters Score -4845726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4845725.000000 Penalty: 5046.611816
	Iteration 40F: 3 clusters Score -4845725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -4845725.500000 Penalty: 5046.611816
	Iteration 41Q: 3 clusters Score -4845726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -4845725.500000 Penalty: 5046.611816
	Iteration 42F: 3 clusters Score -4845726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Entering Unmasked Estep 
Score: -5438493.000000 Penalty: 2557.889893
	Iteration 0F: 2 clusters Score -5438493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -5417974.000000 Penalty: 5115.779785
	Iteration 0F: 3 clusters Score -5417974 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -5425132.000000 Penalty: 5115.779785
	Iteration 1F: 3 clusters Score -5425132 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -5425583.000000 Penalty: 5115.779785
	Iteration 2Q: 3 clusters Score -5425583 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -5425975.000000 Penalty: 5115.779785
	Iteration 3Q: 3 clusters Score -5425975 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -5426364.000000 Penalty: 5115.779785
	Iteration 4Q: 3 clusters Score -5426364 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -5426765.000000 Penalty: 5115.779785
	Iteration 5Q: 3 clusters Score -5426765 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -5427265.000000 Penalty: 5115.779785
	Iteration 6Q: 3 clusters Score -5427265 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -5427906.500000 Penalty: 5115.779785
	Iteration 7Q: 3 clusters Score -5427906 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -5428777.000000 Penalty: 5115.779785
	Iteration 8F: 3 clusters Score -5428777 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -5429711.000000 Penalty: 5115.779785
	Iteration 9F: 3 clusters Score -5429711 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -5430797.500000 Penalty: 5115.779785
	Iteration 10F: 3 clusters Score -5430798 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -5431903.500000 Penalty: 5115.779785
	Iteration 11F: 3 clusters Score -5431904 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -5432954.500000 Penalty: 5115.779785
	Iteration 12Q: 3 clusters Score -5432954 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -5433824.500000 Penalty: 5115.779785
	Iteration 13Q: 3 clusters Score -5433824 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -5434548.000000 Penalty: 5115.779785
	Iteration 14Q: 3 clusters Score -5434548 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -5435101.000000 Penalty: 5115.779785
	Iteration 15Q: 3 clusters Score -5435101 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -5435555.500000 Penalty: 5115.779785
	Iteration 16Q: 3 clusters Score -5435556 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -5435956.500000 Penalty: 5115.779785
	Iteration 17Q: 3 clusters Score -5435956 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -5436181.500000 Penalty: 5115.779785
	Iteration 18Q: 3 clusters Score -5436182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -5436238.500000 Penalty: 5115.779785
	Iteration 19Q: 3 clusters Score -5436238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -5436270.000000 Penalty: 5115.779785
	Iteration 20F: 3 clusters Score -5436270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -5436291.000000 Penalty: 5115.779785
	Iteration 21Q: 3 clusters Score -5436291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -5436306.000000 Penalty: 5115.779785
	Iteration 22Q: 3 clusters Score -5436306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -5436316.000000 Penalty: 5115.779785
	Iteration 23Q: 3 clusters Score -5436316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -5436323.500000 Penalty: 5115.779785
	Iteration 24Q: 3 clusters Score -5436324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -5436329.000000 Penalty: 5115.779785
	Iteration 25Q: 3 clusters Score -5436329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -5436329.500000 Penalty: 5115.779785
	Iteration 26Q: 3 clusters Score -5436330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -5436336.000000 Penalty: 5115.779785
	Iteration 27Q: 3 clusters Score -5436336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -5436341.500000 Penalty: 5115.779785
	Iteration 28Q: 3 clusters Score -5436342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -5436335.500000 Penalty: 5115.779785
	Iteration 29Q: 3 clusters Score -5436336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -5436335.500000 Penalty: 5115.779785
	Iteration 30F: 3 clusters Score -5436336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Entering Unmasked Estep 
Score: -4877238.500000 Penalty: 2522.899170
	Iteration 0F: 2 clusters Score -4877238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4859336.500000 Penalty: 5045.798340
	Iteration 0F: 3 clusters Score -4859336 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -4865415.500000 Penalty: 5045.798340
	Iteration 1F: 3 clusters Score -4865416 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4865774.500000 Penalty: 5045.798340
	Iteration 2Q: 3 clusters Score -4865774 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -4866048.500000 Penalty: 5045.798340
	Iteration 3Q: 3 clusters Score -4866048 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -4866295.000000 Penalty: 5045.798340
	Iteration 4Q: 3 clusters Score -4866295 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -4866536.000000 Penalty: 5045.798340
	Iteration 5Q: 3 clusters Score -4866536 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -4866771.000000 Penalty: 5045.798340
	Iteration 6Q: 3 clusters Score -4866771 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4867128.000000 Penalty: 5045.798340
	Iteration 7Q: 3 clusters Score -4867128 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -4867735.500000 Penalty: 5045.798340
	Iteration 8Q: 3 clusters Score -4867736 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4868607.000000 Penalty: 5045.798340
	Iteration 9F: 3 clusters Score -4868607 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -4869969.500000 Penalty: 5045.798340
	Iteration 10F: 3 clusters Score -4869970 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -4871790.000000 Penalty: 5045.798340
	Iteration 11F: 3 clusters Score -4871790 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4873550.500000 Penalty: 5045.798340
	Iteration 12F: 3 clusters Score -4873550 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -4874760.000000 Penalty: 5045.798340
	Iteration 13Q: 3 clusters Score -4874760 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -4875496.000000 Penalty: 5045.798340
	Iteration 14Q: 3 clusters Score -4875496 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -4875849.500000 Penalty: 5045.798340
	Iteration 15Q: 3 clusters Score -4875850 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -4876021.000000 Penalty: 5045.798340
	Iteration 16Q: 3 clusters Score -4876021 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -4876085.500000 Penalty: 5045.798340
	Iteration 17Q: 3 clusters Score -4876086 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -4876122.000000 Penalty: 5045.798340
	Iteration 18Q: 3 clusters Score -4876122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -4876152.000000 Penalty: 5045.798340
	Iteration 19Q: 3 clusters Score -4876152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -4876148.500000 Penalty: 5045.798340
	Iteration 20F: 3 clusters Score -4876148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -4876164.500000 Penalty: 5045.798340
	Iteration 21Q: 3 clusters Score -4876164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -4876165.500000 Penalty: 5045.798340
	Iteration 22Q: 3 clusters Score -4876166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -4876172.500000 Penalty: 5045.798340
	Iteration 23Q: 3 clusters Score -4876172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -4876177.000000 Penalty: 5045.798340
	Iteration 24Q: 3 clusters Score -4876177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4876181.000000 Penalty: 5045.798340
	Iteration 25Q: 3 clusters Score -4876181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4876178.500000 Penalty: 5045.798340
	Iteration 26Q: 3 clusters Score -4876178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4876179.500000 Penalty: 5045.798340
	Iteration 27Q: 3 clusters Score -4876180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -4876180.000000 Penalty: 5045.798340
	Iteration 28Q: 3 clusters Score -4876180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -4876181.500000 Penalty: 5045.798340
	Iteration 29Q: 3 clusters Score -4876182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4876177.000000 Penalty: 5045.798340
	Iteration 30Q: 3 clusters Score -4876177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4876177.000000 Penalty: 5045.798340
	Iteration 31F: 3 clusters Score -4876177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -145148.937500 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -145148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -143544.921875 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -143544.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -144144.328125 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -144144.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -144389.562500 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -144389.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -144472.375000 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -144472.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -144514.296875 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -144514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -144526.000000 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -144526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -144549.578125 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -144549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -144564.125000 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -144564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -144574.640625 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -144574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -144581.093750 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -144581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -144582.453125 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -144582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -144583.515625 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -144583.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -144583.515625 Penalty: 3343.297607
	Iteration 12F: 3 clusters Score -144583.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -99154.531250 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -99154.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97520.984375 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -97520.98 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97774.046875 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -97774.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97894.789062 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -97894.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97969.765625 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -97969.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98025.398438 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -98025.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98089.007812 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -98089.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98144.468750 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -98144.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -98181.156250 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -98181.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98202.882812 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98202.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98218.484375 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98218.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98242.335938 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98242.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -98252.750000 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98252.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -98262.703125 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -98262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -98268.437500 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -98268.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98285.476562 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -98285.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -98295.585938 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -98295.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98305.148438 Penalty: 3225.383789
	Iteration 16Q: 3 clusters Score -98305.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98311.703125 Penalty: 3225.383789
	Iteration 17Q: 3 clusters Score -98311.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98324.203125 Penalty: 3225.383789
	Iteration 18Q: 3 clusters Score -98324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -98328.789062 Penalty: 3225.383789
	Iteration 19Q: 3 clusters Score -98328.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -98330.718750 Penalty: 3225.383789
	Iteration 20F: 3 clusters Score -98330.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -98331.320312 Penalty: 3225.383789
	Iteration 21Q: 3 clusters Score -98331.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -98331.320312 Penalty: 3225.383789
	Iteration 22F: 3 clusters Score -98331.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Entering Unmasked Estep 
Score: -9425212.000000 Penalty: 2685.752930
	Iteration 0F: 2 clusters Score -9425212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -9394265.000000 Penalty: 5371.505859
	Iteration 0F: 3 clusters Score -9394265 nChanged 23304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -9406919.000000 Penalty: 5371.505859
	Iteration 1F: 3 clusters Score -9406919 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -9407382.000000 Penalty: 5371.505859
	Iteration 2Q: 3 clusters Score -9407382 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -9407871.000000 Penalty: 5371.505859
	Iteration 3Q: 3 clusters Score -9407871 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -9408282.000000 Penalty: 5371.505859
	Iteration 4Q: 3 clusters Score -9408282 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -9408690.000000 Penalty: 5371.505859
	Iteration 5Q: 3 clusters Score -9408690 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -9409175.000000 Penalty: 5371.505859
	Iteration 6Q: 3 clusters Score -9409175 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -9409875.000000 Penalty: 5371.505859
	Iteration 7Q: 3 clusters Score -9409875 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -9410721.000000 Penalty: 5371.505859
	Iteration 8Q: 3 clusters Score -9410721 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -9412122.000000 Penalty: 5371.505859
	Iteration 9Q: 3 clusters Score -9412122 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -9414063.000000 Penalty: 5371.505859
	Iteration 10F: 3 clusters Score -9414063 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -9416291.000000 Penalty: 5371.505859
	Iteration 11F: 3 clusters Score -9416291 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -9418331.000000 Penalty: 5371.505859
	Iteration 12F: 3 clusters Score -9418331 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -9419934.000000 Penalty: 5371.505859
	Iteration 13Q: 3 clusters Score -9419934 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -9421093.000000 Penalty: 5371.505859
	Iteration 14Q: 3 clusters Score -9421093 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -9421824.000000 Penalty: 5371.505859
	Iteration 15Q: 3 clusters Score -9421824 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9422211.000000 Penalty: 5371.505859
	Iteration 16Q: 3 clusters Score -9422211 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9422461.000000 Penalty: 5371.505859
	Iteration 17Q: 3 clusters Score -9422461 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9422554.000000 Penalty: 5371.505859
	Iteration 18Q: 3 clusters Score -9422554 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9422630.000000 Penalty: 5371.505859
	Iteration 19Q: 3 clusters Score -9422630 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -9422719.000000 Penalty: 5371.505859
	Iteration 20F: 3 clusters Score -9422719 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9422779.000000 Penalty: 5371.505859
	Iteration 21Q: 3 clusters Score -9422779 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9422845.000000 Penalty: 5371.505859
	Iteration 22Q: 3 clusters Score -9422845 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9422907.000000 Penalty: 5371.505859
	Iteration 23Q: 3 clusters Score -9422907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9422930.000000 Penalty: 5371.505859
	Iteration 24Q: 3 clusters Score -9422930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9422938.000000 Penalty: 5371.505859
	Iteration 25Q: 3 clusters Score -9422938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9422948.000000 Penalty: 5371.505859
	Iteration 26Q: 3 clusters Score -9422948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9422951.000000 Penalty: 5371.505859
	Iteration 27Q: 3 clusters Score -9422951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9422955.000000 Penalty: 5371.505859
	Iteration 28Q: 3 clusters Score -9422955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9422958.000000 Penalty: 5371.505859
	Iteration 29Q: 3 clusters Score -9422958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9422978.000000 Penalty: 5371.505859
	Iteration 30Q: 3 clusters Score -9422978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9422972.000000 Penalty: 5371.505859
	Iteration 31Q: 3 clusters Score -9422972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9422972.000000 Penalty: 5371.505859
	Iteration 32Q: 3 clusters Score -9422972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9422977.000000 Penalty: 5371.505859
	Iteration 33Q: 3 clusters Score -9422977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9422975.000000 Penalty: 5371.505859
	Iteration 34Q: 3 clusters Score -9422975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9422981.000000 Penalty: 5371.505859
	Iteration 35Q: 3 clusters Score -9422981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9422976.000000 Penalty: 5371.505859
	Iteration 36Q: 3 clusters Score -9422976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9422978.000000 Penalty: 5371.505859
	Iteration 37Q: 3 clusters Score -9422978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9422972.000000 Penalty: 5371.505859
	Iteration 38Q: 3 clusters Score -9422972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9422970.000000 Penalty: 5371.505859
	Iteration 39Q: 3 clusters Score -9422970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9422968.000000 Penalty: 5371.505859
	Iteration 40F: 3 clusters Score -9422968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Entering Unmasked Estep 
Score: -3407826.250000 Penalty: 2433.817871
	Iteration 0F: 2 clusters Score -3407826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3394927.000000 Penalty: 4867.635742
	Iteration 0F: 3 clusters Score -3394927 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3399079.000000 Penalty: 4867.635742
	Iteration 1F: 3 clusters Score -3399079 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3399496.500000 Penalty: 4867.635742
	Iteration 2F: 3 clusters Score -3399496 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3399894.000000 Penalty: 4867.635742
	Iteration 3Q: 3 clusters Score -3399894 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3400310.250000 Penalty: 4867.635742
	Iteration 4Q: 3 clusters Score -3400310 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3400763.000000 Penalty: 4867.635742
	Iteration 5Q: 3 clusters Score -3400763 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3401237.750000 Penalty: 4867.635742
	Iteration 6Q: 3 clusters Score -3401238 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3401708.750000 Penalty: 4867.635742
	Iteration 7Q: 3 clusters Score -3401709 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3402153.250000 Penalty: 4867.635742
	Iteration 8Q: 3 clusters Score -3402153 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3402588.750000 Penalty: 4867.635742
	Iteration 9Q: 3 clusters Score -3402589 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3402942.500000 Penalty: 4867.635742
	Iteration 10Q: 3 clusters Score -3402942 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3403251.500000 Penalty: 4867.635742
	Iteration 11Q: 3 clusters Score -3403252 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3403472.250000 Penalty: 4867.635742
	Iteration 12Q: 3 clusters Score -3403472 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3403657.000000 Penalty: 4867.635742
	Iteration 13Q: 3 clusters Score -3403657 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3403830.250000 Penalty: 4867.635742
	Iteration 14Q: 3 clusters Score -3403830 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3403966.000000 Penalty: 4867.635742
	Iteration 15Q: 3 clusters Score -3403966 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3404062.000000 Penalty: 4867.635742
	Iteration 16Q: 3 clusters Score -3404062 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3404156.000000 Penalty: 4867.635742
	Iteration 17Q: 3 clusters Score -3404156 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3404213.750000 Penalty: 4867.635742
	Iteration 18Q: 3 clusters Score -3404214 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3404261.000000 Penalty: 4867.635742
	Iteration 19Q: 3 clusters Score -3404261 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3404305.500000 Penalty: 4867.635742
	Iteration 20F: 3 clusters Score -3404306 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3404342.500000 Penalty: 4867.635742
	Iteration 21Q: 3 clusters Score -3404342 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3404371.250000 Penalty: 4867.635742
	Iteration 22Q: 3 clusters Score -3404371 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3404378.750000 Penalty: 4867.635742
	Iteration 23Q: 3 clusters Score -3404379 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -3404390.000000 Penalty: 4867.635742
	Iteration 24Q: 3 clusters Score -3404390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3404402.750000 Penalty: 4867.635742
	Iteration 25Q: 3 clusters Score -3404403 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3404408.750000 Penalty: 4867.635742
	Iteration 26Q: 3 clusters Score -3404409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3404412.250000 Penalty: 4867.635742
	Iteration 27Q: 3 clusters Score -3404412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3404426.500000 Penalty: 4867.635742
	Iteration 28Q: 3 clusters Score -3404426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3404443.000000 Penalty: 4867.635742
	Iteration 29Q: 3 clusters Score -3404443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3404445.500000 Penalty: 4867.635742
	Iteration 30Q: 3 clusters Score -3404446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3404441.500000 Penalty: 4867.635742
	Iteration 31Q: 3 clusters Score -3404442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3404445.250000 Penalty: 4867.635742
	Iteration 32Q: 3 clusters Score -3404445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3404451.000000 Penalty: 4867.635742
	Iteration 33Q: 3 clusters Score -3404451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3404446.000000 Penalty: 4867.635742
	Iteration 34Q: 3 clusters Score -3404446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3404441.750000 Penalty: 4867.635742
	Iteration 35Q: 3 clusters Score -3404442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3404450.500000 Penalty: 4867.635742
	Iteration 36Q: 3 clusters Score -3404450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3404454.000000 Penalty: 4867.635742
	Iteration 37Q: 3 clusters Score -3404454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3404445.750000 Penalty: 4867.635742
	Iteration 38Q: 3 clusters Score -3404446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3404448.000000 Penalty: 4867.635742
	Iteration 39Q: 3 clusters Score -3404448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3404448.000000 Penalty: 4867.635742
	Iteration 40F: 3 clusters Score -3404448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3404453.500000 Penalty: 4867.635742
	Iteration 41Q: 3 clusters Score -3404454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3404454.250000 Penalty: 4867.635742
	Iteration 42Q: 3 clusters Score -3404454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3404458.500000 Penalty: 4867.635742
	Iteration 43Q: 3 clusters Score -3404458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3404452.500000 Penalty: 4867.635742
	Iteration 44Q: 3 clusters Score -3404452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3404454.000000 Penalty: 4867.635742
	Iteration 45Q: 3 clusters Score -3404454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3404457.750000 Penalty: 4867.635742
	Iteration 46Q: 3 clusters Score -3404458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3404457.500000 Penalty: 4867.635742
	Iteration 47Q: 3 clusters Score -3404458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3404455.000000 Penalty: 4867.635742
	Iteration 48Q: 3 clusters Score -3404455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3404456.500000 Penalty: 4867.635742
	Iteration 49Q: 3 clusters Score -3404456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3404457.500000 Penalty: 4867.635742
	Iteration 50Q: 3 clusters Score -3404458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3404459.000000 Penalty: 4867.635742
	Iteration 51Q: 3 clusters Score -3404459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3404458.500000 Penalty: 4867.635742
	Iteration 52Q: 3 clusters Score -3404458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3404457.750000 Penalty: 4867.635742
	Iteration 53Q: 3 clusters Score -3404458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3404462.500000 Penalty: 4867.635742
	Iteration 54Q: 3 clusters Score -3404462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3404466.000000 Penalty: 4867.635742
	Iteration 55Q: 3 clusters Score -3404466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3404463.500000 Penalty: 4867.635742
	Iteration 56Q: 3 clusters Score -3404464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3404465.000000 Penalty: 4867.635742
	Iteration 57Q: 3 clusters Score -3404465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3404470.000000 Penalty: 4867.635742
	Iteration 58Q: 3 clusters Score -3404470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3404473.750000 Penalty: 4867.635742
	Iteration 59Q: 3 clusters Score -3404474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3404476.250000 Penalty: 4867.635742
	Iteration 60F: 3 clusters Score -3404476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3404479.750000 Penalty: 4867.635742
	Iteration 61Q: 3 clusters Score -3404480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3404478.500000 Penalty: 4867.635742
	Iteration 62Q: 3 clusters Score -3404478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3404480.250000 Penalty: 4867.635742
	Iteration 63Q: 3 clusters Score -3404480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3404477.000000 Penalty: 4867.635742
	Iteration 64Q: 3 clusters Score -3404477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3404477.000000 Penalty: 4867.635742
	Iteration 65Q: 3 clusters Score -3404477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3404476.000000 Penalty: 4867.635742
	Iteration 66Q: 3 clusters Score -3404476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3404466.250000 Penalty: 4867.635742
	Iteration 67Q: 3 clusters Score -3404466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3404472.000000 Penalty: 4867.635742
	Iteration 68Q: 3 clusters Score -3404472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3404472.250000 Penalty: 4867.635742
	Iteration 69Q: 3 clusters Score -3404472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3404476.500000 Penalty: 4867.635742
	Iteration 70Q: 3 clusters Score -3404476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3404475.500000 Penalty: 4867.635742
	Iteration 71Q: 3 clusters Score -3404476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3404473.000000 Penalty: 4867.635742
	Iteration 72Q: 3 clusters Score -3404473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3404475.750000 Penalty: 4867.635742
	Iteration 73Q: 3 clusters Score -3404476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3404477.500000 Penalty: 4867.635742
	Iteration 74Q: 3 clusters Score -3404478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3404475.750000 Penalty: 4867.635742
	Iteration 75Q: 3 clusters Score -3404476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3404470.750000 Penalty: 4867.635742
	Iteration 76Q: 3 clusters Score -3404471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3404475.750000 Penalty: 4867.635742
	Iteration 77Q: 3 clusters Score -3404476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3404472.250000 Penalty: 4867.635742
	Iteration 78Q: 3 clusters Score -3404472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3404474.000000 Penalty: 4867.635742
	Iteration 79Q: 3 clusters Score -3404474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3404477.500000 Penalty: 4867.635742
	Iteration 80F: 3 clusters Score -3404478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3404476.000000 Penalty: 4867.635742
	Iteration 81Q: 3 clusters Score -3404476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3404473.750000 Penalty: 4867.635742
	Iteration 82Q: 3 clusters Score -3404474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3404473.750000 Penalty: 4867.635742
	Iteration 83F: 3 clusters Score -3404474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Entering Unmasked Estep 
Score: -4066292.000000 Penalty: 2480.219971
	Iteration 0F: 2 clusters Score -4066292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -4050832.000000 Penalty: 4960.439941
	Iteration 0F: 3 clusters Score -4050832 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -4056145.500000 Penalty: 4960.439941
	Iteration 1F: 3 clusters Score -4056146 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -4056589.750000 Penalty: 4960.439941
	Iteration 2F: 3 clusters Score -4056590 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -4056925.250000 Penalty: 4960.439941
	Iteration 3Q: 3 clusters Score -4056925 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -4057281.000000 Penalty: 4960.439941
	Iteration 4Q: 3 clusters Score -4057281 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -4057709.750000 Penalty: 4960.439941
	Iteration 5Q: 3 clusters Score -4057710 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -4058301.250000 Penalty: 4960.439941
	Iteration 6Q: 3 clusters Score -4058301 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -4059153.000000 Penalty: 4960.439941
	Iteration 7F: 3 clusters Score -4059153 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4060269.250000 Penalty: 4960.439941
	Iteration 8F: 3 clusters Score -4060269 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4061534.750000 Penalty: 4960.439941
	Iteration 9F: 3 clusters Score -4061535 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4062603.750000 Penalty: 4960.439941
	Iteration 10F: 3 clusters Score -4062604 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4063256.250000 Penalty: 4960.439941
	Iteration 11Q: 3 clusters Score -4063256 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4063607.500000 Penalty: 4960.439941
	Iteration 12Q: 3 clusters Score -4063608 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4063792.750000 Penalty: 4960.439941
	Iteration 13Q: 3 clusters Score -4063793 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4063920.500000 Penalty: 4960.439941
	Iteration 14Q: 3 clusters Score -4063920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4064010.000000 Penalty: 4960.439941
	Iteration 15Q: 3 clusters Score -4064010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4064068.000000 Penalty: 4960.439941
	Iteration 16Q: 3 clusters Score -4064068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4064086.000000 Penalty: 4960.439941
	Iteration 17Q: 3 clusters Score -4064086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4064106.000000 Penalty: 4960.439941
	Iteration 18Q: 3 clusters Score -4064106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4064120.250000 Penalty: 4960.439941
	Iteration 19Q: 3 clusters Score -4064120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4064122.500000 Penalty: 4960.439941
	Iteration 20F: 3 clusters Score -4064122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4064124.750000 Penalty: 4960.439941
	Iteration 21Q: 3 clusters Score -4064125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4064134.750000 Penalty: 4960.439941
	Iteration 22Q: 3 clusters Score -4064135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4064138.250000 Penalty: 4960.439941
	Iteration 23Q: 3 clusters Score -4064138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4064143.000000 Penalty: 4960.439941
	Iteration 24Q: 3 clusters Score -4064143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4064145.000000 Penalty: 4960.439941
	Iteration 25Q: 3 clusters Score -4064145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4064145.000000 Penalty: 4960.439941
	Iteration 26F: 3 clusters Score -4064145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Entering Unmasked Estep 
Score: -11880876.000000 Penalty: 2742.784424
	Iteration 0F: 2 clusters Score -1.188088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -11850415.000000 Penalty: 5485.568848
	Iteration 0F: 3 clusters Score -1.185042e+07 nChanged 29743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -11866794.000000 Penalty: 5485.568848
	Iteration 1F: 3 clusters Score -1.186679e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -11867254.000000 Penalty: 5485.568848
	Iteration 2Q: 3 clusters Score -1.186725e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -11867838.000000 Penalty: 5485.568848
	Iteration 3Q: 3 clusters Score -1.186784e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -11868242.000000 Penalty: 5485.568848
	Iteration 4Q: 3 clusters Score -1.186824e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -11868693.000000 Penalty: 5485.568848
	Iteration 5Q: 3 clusters Score -1.186869e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -11869211.000000 Penalty: 5485.568848
	Iteration 6Q: 3 clusters Score -1.186921e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -11869753.000000 Penalty: 5485.568848
	Iteration 7Q: 3 clusters Score -1.186975e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -11870577.000000 Penalty: 5485.568848
	Iteration 8Q: 3 clusters Score -1.187058e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -11871690.000000 Penalty: 5485.568848
	Iteration 9Q: 3 clusters Score -1.187169e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -11873230.000000 Penalty: 5485.568848
	Iteration 10Q: 3 clusters Score -1.187323e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -11875265.000000 Penalty: 5485.568848
	Iteration 11F: 3 clusters Score -1.187526e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -11877399.000000 Penalty: 5485.568848
	Iteration 12F: 3 clusters Score -1.18774e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -11879235.000000 Penalty: 5485.568848
	Iteration 13F: 3 clusters Score -1.187924e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -11880468.000000 Penalty: 5485.568848
	Iteration 14Q: 3 clusters Score -1.188047e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -11881019.000000 Penalty: 5485.568848
	Iteration 15Q: 3 clusters Score -1.188102e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -11881249.000000 Penalty: 5485.568848
	Iteration 16Q: 3 clusters Score -1.188125e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -11881389.000000 Penalty: 5485.568848
	Iteration 17Q: 3 clusters Score -1.188139e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -11881487.000000 Penalty: 5485.568848
	Iteration 18Q: 3 clusters Score -1.188149e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -11881574.000000 Penalty: 5485.568848
	Iteration 19Q: 3 clusters Score -1.188157e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -11881721.000000 Penalty: 5485.568848
	Iteration 20F: 3 clusters Score -1.188172e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -11881666.000000 Penalty: 5485.568848
	Iteration 21Q: 3 clusters Score -1.188167e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -11881632.000000 Penalty: 5485.568848
	Iteration 22Q: 3 clusters Score -1.188163e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -11881627.000000 Penalty: 5485.568848
	Iteration 23Q: 3 clusters Score -1.188163e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -11881610.000000 Penalty: 5485.568848
	Iteration 24Q: 3 clusters Score -1.188161e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -11881638.000000 Penalty: 5485.568848
	Iteration 25Q: 3 clusters Score -1.188164e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -11881592.000000 Penalty: 5485.568848
	Iteration 26Q: 3 clusters Score -1.188159e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -11881593.000000 Penalty: 5485.568848
	Iteration 27Q: 3 clusters Score -1.188159e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -11881618.000000 Penalty: 5485.568848
	Iteration 28Q: 3 clusters Score -1.188162e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -11881586.000000 Penalty: 5485.568848
	Iteration 29Q: 3 clusters Score -1.188159e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -11881601.000000 Penalty: 5485.568848
	Iteration 30Q: 3 clusters Score -1.18816e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -11881616.000000 Penalty: 5485.568848
	Iteration 31Q: 3 clusters Score -1.188162e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -11881638.000000 Penalty: 5485.568848
	Iteration 32Q: 3 clusters Score -1.188164e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -11881653.000000 Penalty: 5485.568848
	Iteration 33Q: 3 clusters Score -1.188165e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -11881627.000000 Penalty: 5485.568848
	Iteration 34Q: 3 clusters Score -1.188163e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -11881638.000000 Penalty: 5485.568848
	Iteration 35Q: 3 clusters Score -1.188164e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -11881640.000000 Penalty: 5485.568848
	Iteration 36Q: 3 clusters Score -1.188164e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -11881637.000000 Penalty: 5485.568848
	Iteration 37Q: 3 clusters Score -1.188164e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -11881637.000000 Penalty: 5485.568848
	Iteration 38Q: 3 clusters Score -1.188164e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -11881613.000000 Penalty: 5485.568848
	Iteration 39Q: 3 clusters Score -1.188161e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -11881590.000000 Penalty: 5485.568848
	Iteration 40F: 3 clusters Score -1.188159e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -11881579.000000 Penalty: 5485.568848
	Iteration 41Q: 3 clusters Score -1.188158e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -11881602.000000 Penalty: 5485.568848
	Iteration 42Q: 3 clusters Score -1.18816e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -11881620.000000 Penalty: 5485.568848
	Iteration 43Q: 3 clusters Score -1.188162e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -11881650.000000 Penalty: 5485.568848
	Iteration 44Q: 3 clusters Score -1.188165e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -11881680.000000 Penalty: 5485.568848
	Iteration 45Q: 3 clusters Score -1.188168e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -11881743.000000 Penalty: 5485.568848
	Iteration 46Q: 3 clusters Score -1.188174e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -11881781.000000 Penalty: 5485.568848
	Iteration 47Q: 3 clusters Score -1.188178e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -11881756.000000 Penalty: 5485.568848
	Iteration 48Q: 3 clusters Score -1.188176e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -11881735.000000 Penalty: 5485.568848
	Iteration 49Q: 3 clusters Score -1.188174e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -11881764.000000 Penalty: 5485.568848
	Iteration 50Q: 3 clusters Score -1.188176e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -11881777.000000 Penalty: 5485.568848
	Iteration 51Q: 3 clusters Score -1.188178e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -11881778.000000 Penalty: 5485.568848
	Iteration 52Q: 3 clusters Score -1.188178e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -11881810.000000 Penalty: 5485.568848
	Iteration 53Q: 3 clusters Score -1.188181e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -11881794.000000 Penalty: 5485.568848
	Iteration 54Q: 3 clusters Score -1.188179e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -11881804.000000 Penalty: 5485.568848
	Iteration 55Q: 3 clusters Score -1.18818e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -11881784.000000 Penalty: 5485.568848
	Iteration 56Q: 3 clusters Score -1.188178e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -11881801.000000 Penalty: 5485.568848
	Iteration 57Q: 3 clusters Score -1.18818e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -11881830.000000 Penalty: 5485.568848
	Iteration 58Q: 3 clusters Score -1.188183e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -11881841.000000 Penalty: 5485.568848
	Iteration 59Q: 3 clusters Score -1.188184e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -11881836.000000 Penalty: 5485.568848
	Iteration 60F: 3 clusters Score -1.188184e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -11881814.000000 Penalty: 5485.568848
	Iteration 61Q: 3 clusters Score -1.188181e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -11881842.000000 Penalty: 5485.568848
	Iteration 62Q: 3 clusters Score -1.188184e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -11881846.000000 Penalty: 5485.568848
	Iteration 63Q: 3 clusters Score -1.188185e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -11881842.000000 Penalty: 5485.568848
	Iteration 64Q: 3 clusters Score -1.188184e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -11881840.000000 Penalty: 5485.568848
	Iteration 65Q: 3 clusters Score -1.188184e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -11881857.000000 Penalty: 5485.568848
	Iteration 66Q: 3 clusters Score -1.188186e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -11881833.000000 Penalty: 5485.568848
	Iteration 67Q: 3 clusters Score -1.188183e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -11881833.000000 Penalty: 5485.568848
	Iteration 68Q: 3 clusters Score -1.188183e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -11881829.000000 Penalty: 5485.568848
	Iteration 69Q: 3 clusters Score -1.188183e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -11881834.000000 Penalty: 5485.568848
	Iteration 70Q: 3 clusters Score -1.188183e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -11881844.000000 Penalty: 5485.568848
	Iteration 71Q: 3 clusters Score -1.188184e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -11881826.000000 Penalty: 5485.568848
	Iteration 72Q: 3 clusters Score -1.188183e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -11881829.000000 Penalty: 5485.568848
	Iteration 73Q: 3 clusters Score -1.188183e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -11881871.000000 Penalty: 5485.568848
	Iteration 74Q: 3 clusters Score -1.188187e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -11881888.000000 Penalty: 5485.568848
	Iteration 75Q: 3 clusters Score -1.188189e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -11881881.000000 Penalty: 5485.568848
	Iteration 76Q: 3 clusters Score -1.188188e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -11881875.000000 Penalty: 5485.568848
	Iteration 77Q: 3 clusters Score -1.188188e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -11881872.000000 Penalty: 5485.568848
	Iteration 78Q: 3 clusters Score -1.188187e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -11881877.000000 Penalty: 5485.568848
	Iteration 79Q: 3 clusters Score -1.188188e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -11881894.000000 Penalty: 5485.568848
	Iteration 80F: 3 clusters Score -1.188189e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -11881906.000000 Penalty: 5485.568848
	Iteration 81Q: 3 clusters Score -1.188191e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -11881916.000000 Penalty: 5485.568848
	Iteration 82Q: 3 clusters Score -1.188192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -11881927.000000 Penalty: 5485.568848
	Iteration 83Q: 3 clusters Score -1.188193e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -11881920.000000 Penalty: 5485.568848
	Iteration 84Q: 3 clusters Score -1.188192e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -11881926.000000 Penalty: 5485.568848
	Iteration 85Q: 3 clusters Score -1.188193e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -11881931.000000 Penalty: 5485.568848
	Iteration 86Q: 3 clusters Score -1.188193e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -11881928.000000 Penalty: 5485.568848
	Iteration 87Q: 3 clusters Score -1.188193e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -11881915.000000 Penalty: 5485.568848
	Iteration 88Q: 3 clusters Score -1.188192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -11881906.000000 Penalty: 5485.568848
	Iteration 89Q: 3 clusters Score -1.188191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -11881913.000000 Penalty: 5485.568848
	Iteration 90Q: 3 clusters Score -1.188191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -11881896.000000 Penalty: 5485.568848
	Iteration 91Q: 3 clusters Score -1.18819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -11881907.000000 Penalty: 5485.568848
	Iteration 92Q: 3 clusters Score -1.188191e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -11881892.000000 Penalty: 5485.568848
	Iteration 93Q: 3 clusters Score -1.188189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -11881886.000000 Penalty: 5485.568848
	Iteration 94Q: 3 clusters Score -1.188189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -11881888.000000 Penalty: 5485.568848
	Iteration 95Q: 3 clusters Score -1.188189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -11881892.000000 Penalty: 5485.568848
	Iteration 96Q: 3 clusters Score -1.188189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -11881892.000000 Penalty: 5485.568848
	Iteration 97Q: 3 clusters Score -1.188189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -11881897.000000 Penalty: 5485.568848
	Iteration 98Q: 3 clusters Score -1.18819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -11881895.000000 Penalty: 5485.568848
	Iteration 99Q: 3 clusters Score -1.18819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -11881891.000000 Penalty: 5485.568848
	Iteration 100F: 3 clusters Score -1.188189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -11881909.000000 Penalty: 5485.568848
	Iteration 101Q: 3 clusters Score -1.188191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -11881905.000000 Penalty: 5485.568848
	Iteration 102Q: 3 clusters Score -1.18819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -11881889.000000 Penalty: 5485.568848
	Iteration 103Q: 3 clusters Score -1.188189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -11881870.000000 Penalty: 5485.568848
	Iteration 104Q: 3 clusters Score -1.188187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -11881865.000000 Penalty: 5485.568848
	Iteration 105Q: 3 clusters Score -1.188186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -11881874.000000 Penalty: 5485.568848
	Iteration 106Q: 3 clusters Score -1.188187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -11881873.000000 Penalty: 5485.568848
	Iteration 107Q: 3 clusters Score -1.188187e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -11881882.000000 Penalty: 5485.568848
	Iteration 108Q: 3 clusters Score -1.188188e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -11881862.000000 Penalty: 5485.568848
	Iteration 109Q: 3 clusters Score -1.188186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -11881850.000000 Penalty: 5485.568848
	Iteration 110Q: 3 clusters Score -1.188185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -11881851.000000 Penalty: 5485.568848
	Iteration 111Q: 3 clusters Score -1.188185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -11881841.000000 Penalty: 5485.568848
	Iteration 112Q: 3 clusters Score -1.188184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -11881842.000000 Penalty: 5485.568848
	Iteration 113Q: 3 clusters Score -1.188184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -11881831.000000 Penalty: 5485.568848
	Iteration 114Q: 3 clusters Score -1.188183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -11881828.000000 Penalty: 5485.568848
	Iteration 115Q: 3 clusters Score -1.188183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -11881824.000000 Penalty: 5485.568848
	Iteration 116Q: 3 clusters Score -1.188182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -11881824.000000 Penalty: 5485.568848
	Iteration 117Q: 3 clusters Score -1.188182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -11881820.000000 Penalty: 5485.568848
	Iteration 118Q: 3 clusters Score -1.188182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -11881824.000000 Penalty: 5485.568848
	Iteration 119Q: 3 clusters Score -1.188182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -11881831.000000 Penalty: 5485.568848
	Iteration 120F: 3 clusters Score -1.188183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -11881831.000000 Penalty: 5485.568848
	Iteration 121Q: 3 clusters Score -1.188183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -11881832.000000 Penalty: 5485.568848
	Iteration 122Q: 3 clusters Score -1.188183e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -11881827.000000 Penalty: 5485.568848
	Iteration 123Q: 3 clusters Score -1.188183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -11881821.000000 Penalty: 5485.568848
	Iteration 124Q: 3 clusters Score -1.188182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -11881819.000000 Penalty: 5485.568848
	Iteration 125Q: 3 clusters Score -1.188182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -11881823.000000 Penalty: 5485.568848
	Iteration 126Q: 3 clusters Score -1.188182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -11881830.000000 Penalty: 5485.568848
	Iteration 127Q: 3 clusters Score -1.188183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -11881830.000000 Penalty: 5485.568848
	Iteration 128Q: 3 clusters Score -1.188183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -11881823.000000 Penalty: 5485.568848
	Iteration 129Q: 3 clusters Score -1.188182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -11881816.000000 Penalty: 5485.568848
	Iteration 130Q: 3 clusters Score -1.188182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -11881819.000000 Penalty: 5485.568848
	Iteration 131Q: 3 clusters Score -1.188182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -11881812.000000 Penalty: 5485.568848
	Iteration 132Q: 3 clusters Score -1.188181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -11881819.000000 Penalty: 5485.568848
	Iteration 133Q: 3 clusters Score -1.188182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -11881818.000000 Penalty: 5485.568848
	Iteration 134Q: 3 clusters Score -1.188182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -11881814.000000 Penalty: 5485.568848
	Iteration 135Q: 3 clusters Score -1.188181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -11881814.000000 Penalty: 5485.568848
	Iteration 136Q: 3 clusters Score -1.188181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -11881823.000000 Penalty: 5485.568848
	Iteration 137Q: 3 clusters Score -1.188182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -11881812.000000 Penalty: 5485.568848
	Iteration 138Q: 3 clusters Score -1.188181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -11881812.000000 Penalty: 5485.568848
	Iteration 139Q: 3 clusters Score -1.188181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -11881817.000000 Penalty: 5485.568848
	Iteration 140F: 3 clusters Score -1.188182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -11881815.000000 Penalty: 5485.568848
	Iteration 141Q: 3 clusters Score -1.188182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -11881817.000000 Penalty: 5485.568848
	Iteration 142Q: 3 clusters Score -1.188182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -11881819.000000 Penalty: 5485.568848
	Iteration 143Q: 3 clusters Score -1.188182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -11881809.000000 Penalty: 5485.568848
	Iteration 144Q: 3 clusters Score -1.188181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -11881816.000000 Penalty: 5485.568848
	Iteration 145Q: 3 clusters Score -1.188182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -11881808.000000 Penalty: 5485.568848
	Iteration 146Q: 3 clusters Score -1.188181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -11881804.000000 Penalty: 5485.568848
	Iteration 147Q: 3 clusters Score -1.18818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -11881805.000000 Penalty: 5485.568848
	Iteration 148Q: 3 clusters Score -1.18818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -11881795.000000 Penalty: 5485.568848
	Iteration 149Q: 3 clusters Score -1.18818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -11881814.000000 Penalty: 5485.568848
	Iteration 150Q: 3 clusters Score -1.188181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -11881822.000000 Penalty: 5485.568848
	Iteration 151Q: 3 clusters Score -1.188182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -11881816.000000 Penalty: 5485.568848
	Iteration 152Q: 3 clusters Score -1.188182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -11881819.000000 Penalty: 5485.568848
	Iteration 153Q: 3 clusters Score -1.188182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -11881812.000000 Penalty: 5485.568848
	Iteration 154Q: 3 clusters Score -1.188181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -11881818.000000 Penalty: 5485.568848
	Iteration 155Q: 3 clusters Score -1.188182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -11881816.000000 Penalty: 5485.568848
	Iteration 156Q: 3 clusters Score -1.188182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -11881834.000000 Penalty: 5485.568848
	Iteration 157Q: 3 clusters Score -1.188183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -11881830.000000 Penalty: 5485.568848
	Iteration 158Q: 3 clusters Score -1.188183e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -11881824.000000 Penalty: 5485.568848
	Iteration 159Q: 3 clusters Score -1.188182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -11881825.000000 Penalty: 5485.568848
	Iteration 160F: 3 clusters Score -1.188182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -11881836.000000 Penalty: 5485.568848
	Iteration 161Q: 3 clusters Score -1.188184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -11881833.000000 Penalty: 5485.568848
	Iteration 162Q: 3 clusters Score -1.188183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -11881847.000000 Penalty: 5485.568848
	Iteration 163Q: 3 clusters Score -1.188185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -11881853.000000 Penalty: 5485.568848
	Iteration 164Q: 3 clusters Score -1.188185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -11881852.000000 Penalty: 5485.568848
	Iteration 165Q: 3 clusters Score -1.188185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -11881848.000000 Penalty: 5485.568848
	Iteration 166Q: 3 clusters Score -1.188185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -11881848.000000 Penalty: 5485.568848
	Iteration 167F: 3 clusters Score -1.188185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47823 members 
Mstep: Class 7 contains 23766 members 
Mstep: Class 8 contains 34818 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 26229 members 
Mstep: Class 14 contains 30154 members 
Mstep: Class 15 contains 26186 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50496 members 
Mstep: Class 19 contains 18284 members 
Mstep: Class 20 contains 22046 members 
Mstep: Class 21 contains 46445 members 
Mstep: Class 22 contains 37710 members 
Mstep: Class 23 contains 35252 members 
Mstep: Class 24 contains 49349 members 
Mstep: Class 25 contains 54091 members 
Mstep: Class 26 contains 60499 members 
Mstep: Class 27 contains 17107 members 
Entering Unmasked Estep 
Score: -110159408.000000 Penalty: 89117.335938
Splitting cluster 21 changes total score from -110158200.000000 to -110159408.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (37710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Entering Unmasked Estep 
Score: -7072068.000000 Penalty: 2613.344727
	Iteration 0F: 2 clusters Score -7072068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -7046635.500000 Penalty: 5226.689453
	Iteration 0F: 3 clusters Score -7046636 nChanged 17170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -7056022.500000 Penalty: 5226.689453
	Iteration 1F: 3 clusters Score -7056022 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -7056451.500000 Penalty: 5226.689453
	Iteration 2Q: 3 clusters Score -7056452 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -7056861.500000 Penalty: 5226.689453
	Iteration 3Q: 3 clusters Score -7056862 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -7057145.500000 Penalty: 5226.689453
	Iteration 4Q: 3 clusters Score -7057146 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -7057484.500000 Penalty: 5226.689453
	Iteration 5Q: 3 clusters Score -7057484 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -7057901.000000 Penalty: 5226.689453
	Iteration 6Q: 3 clusters Score -7057901 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -7058328.000000 Penalty: 5226.689453
	Iteration 7Q: 3 clusters Score -7058328 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -7058973.000000 Penalty: 5226.689453
	Iteration 8Q: 3 clusters Score -7058973 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -7059708.500000 Penalty: 5226.689453
	Iteration 9Q: 3 clusters Score -7059708 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -7060955.500000 Penalty: 5226.689453
	Iteration 10F: 3 clusters Score -7060956 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -7062583.000000 Penalty: 5226.689453
	Iteration 11F: 3 clusters Score -7062583 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -7064347.000000 Penalty: 5226.689453
	Iteration 12F: 3 clusters Score -7064347 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -7065894.000000 Penalty: 5226.689453
	Iteration 13Q: 3 clusters Score -7065894 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -7067058.000000 Penalty: 5226.689453
	Iteration 14Q: 3 clusters Score -7067058 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -7067798.500000 Penalty: 5226.689453
	Iteration 15Q: 3 clusters Score -7067798 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -7068303.000000 Penalty: 5226.689453
	Iteration 16Q: 3 clusters Score -7068303 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -7068666.500000 Penalty: 5226.689453
	Iteration 17Q: 3 clusters Score -7068666 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -7068902.000000 Penalty: 5226.689453
	Iteration 18Q: 3 clusters Score -7068902 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -7069046.000000 Penalty: 5226.689453
	Iteration 19Q: 3 clusters Score -7069046 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -7069180.000000 Penalty: 5226.689453
	Iteration 20F: 3 clusters Score -7069180 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7069263.500000 Penalty: 5226.689453
	Iteration 21Q: 3 clusters Score -7069264 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -7069345.000000 Penalty: 5226.689453
	Iteration 22Q: 3 clusters Score -7069345 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -7069433.000000 Penalty: 5226.689453
	Iteration 23Q: 3 clusters Score -7069433 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -7069482.000000 Penalty: 5226.689453
	Iteration 24Q: 3 clusters Score -7069482 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -7069555.000000 Penalty: 5226.689453
	Iteration 25Q: 3 clusters Score -7069555 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7069617.500000 Penalty: 5226.689453
	Iteration 26Q: 3 clusters Score -7069618 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -7069673.500000 Penalty: 5226.689453
	Iteration 27Q: 3 clusters Score -7069674 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -7069707.500000 Penalty: 5226.689453
	Iteration 28Q: 3 clusters Score -7069708 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7069734.500000 Penalty: 5226.689453
	Iteration 29Q: 3 clusters Score -7069734 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7069762.500000 Penalty: 5226.689453
	Iteration 30Q: 3 clusters Score -7069762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7069788.500000 Penalty: 5226.689453
	Iteration 31Q: 3 clusters Score -7069788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7069812.500000 Penalty: 5226.689453
	Iteration 32Q: 3 clusters Score -7069812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7069836.500000 Penalty: 5226.689453
	Iteration 33Q: 3 clusters Score -7069836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7069853.500000 Penalty: 5226.689453
	Iteration 34Q: 3 clusters Score -7069854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7069862.000000 Penalty: 5226.689453
	Iteration 35Q: 3 clusters Score -7069862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7069873.000000 Penalty: 5226.689453
	Iteration 36Q: 3 clusters Score -7069873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7069874.500000 Penalty: 5226.689453
	Iteration 37Q: 3 clusters Score -7069874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7069900.000000 Penalty: 5226.689453
	Iteration 38Q: 3 clusters Score -7069900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7069901.000000 Penalty: 5226.689453
	Iteration 39Q: 3 clusters Score -7069901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7069903.500000 Penalty: 5226.689453
	Iteration 40F: 3 clusters Score -7069904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7069906.500000 Penalty: 5226.689453
	Iteration 41Q: 3 clusters Score -7069906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7069909.000000 Penalty: 5226.689453
	Iteration 42Q: 3 clusters Score -7069909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7069897.500000 Penalty: 5226.689453
	Iteration 43Q: 3 clusters Score -7069898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7069906.000000 Penalty: 5226.689453
	Iteration 44Q: 3 clusters Score -7069906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7069898.000000 Penalty: 5226.689453
	Iteration 45Q: 3 clusters Score -7069898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7069905.500000 Penalty: 5226.689453
	Iteration 46Q: 3 clusters Score -7069906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7069908.000000 Penalty: 5226.689453
	Iteration 47Q: 3 clusters Score -7069908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7069925.000000 Penalty: 5226.689453
	Iteration 48Q: 3 clusters Score -7069925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7069932.000000 Penalty: 5226.689453
	Iteration 49Q: 3 clusters Score -7069932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7069950.500000 Penalty: 5226.689453
	Iteration 50Q: 3 clusters Score -7069950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7069953.500000 Penalty: 5226.689453
	Iteration 51Q: 3 clusters Score -7069954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7069962.000000 Penalty: 5226.689453
	Iteration 52Q: 3 clusters Score -7069962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7069972.000000 Penalty: 5226.689453
	Iteration 53Q: 3 clusters Score -7069972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7069972.000000 Penalty: 5226.689453
	Iteration 54Q: 3 clusters Score -7069972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7069974.000000 Penalty: 5226.689453
	Iteration 55Q: 3 clusters Score -7069974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7069987.500000 Penalty: 5226.689453
	Iteration 56Q: 3 clusters Score -7069988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7069992.500000 Penalty: 5226.689453
	Iteration 57Q: 3 clusters Score -7069992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7070002.000000 Penalty: 5226.689453
	Iteration 58Q: 3 clusters Score -7070002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7070004.500000 Penalty: 5226.689453
	Iteration 59Q: 3 clusters Score -7070004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7070017.500000 Penalty: 5226.689453
	Iteration 60F: 3 clusters Score -7070018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7070031.000000 Penalty: 5226.689453
	Iteration 61Q: 3 clusters Score -7070031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7070034.000000 Penalty: 5226.689453
	Iteration 62Q: 3 clusters Score -7070034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7070034.500000 Penalty: 5226.689453
	Iteration 63Q: 3 clusters Score -7070034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7070044.000000 Penalty: 5226.689453
	Iteration 64Q: 3 clusters Score -7070044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7070041.000000 Penalty: 5226.689453
	Iteration 65Q: 3 clusters Score -7070041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7070044.500000 Penalty: 5226.689453
	Iteration 66Q: 3 clusters Score -7070044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7070060.000000 Penalty: 5226.689453
	Iteration 67Q: 3 clusters Score -7070060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7070065.500000 Penalty: 5226.689453
	Iteration 68Q: 3 clusters Score -7070066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7070077.500000 Penalty: 5226.689453
	Iteration 69Q: 3 clusters Score -7070078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7070063.500000 Penalty: 5226.689453
	Iteration 70Q: 3 clusters Score -7070064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7070064.000000 Penalty: 5226.689453
	Iteration 71Q: 3 clusters Score -7070064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7070065.000000 Penalty: 5226.689453
	Iteration 72Q: 3 clusters Score -7070065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7070074.000000 Penalty: 5226.689453
	Iteration 73Q: 3 clusters Score -7070074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7070068.000000 Penalty: 5226.689453
	Iteration 74Q: 3 clusters Score -7070068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7070071.500000 Penalty: 5226.689453
	Iteration 75Q: 3 clusters Score -7070072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7070073.500000 Penalty: 5226.689453
	Iteration 76Q: 3 clusters Score -7070074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7070066.500000 Penalty: 5226.689453
	Iteration 77Q: 3 clusters Score -7070066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7070070.500000 Penalty: 5226.689453
	Iteration 78Q: 3 clusters Score -7070070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7070069.500000 Penalty: 5226.689453
	Iteration 79Q: 3 clusters Score -7070070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7070069.500000 Penalty: 5226.689453
	Iteration 80F: 3 clusters Score -7070070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7070074.000000 Penalty: 5226.689453
	Iteration 81Q: 3 clusters Score -7070074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7070072.000000 Penalty: 5226.689453
	Iteration 82Q: 3 clusters Score -7070072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7070072.000000 Penalty: 5226.689453
	Iteration 83Q: 3 clusters Score -7070072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7070071.000000 Penalty: 5226.689453
	Iteration 84Q: 3 clusters Score -7070071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7070069.000000 Penalty: 5226.689453
	Iteration 85Q: 3 clusters Score -7070069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7070069.000000 Penalty: 5226.689453
	Iteration 86Q: 3 clusters Score -7070069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7070076.500000 Penalty: 5226.689453
	Iteration 87Q: 3 clusters Score -7070076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7070072.000000 Penalty: 5226.689453
	Iteration 88Q: 3 clusters Score -7070072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7070072.000000 Penalty: 5226.689453
	Iteration 89F: 3 clusters Score -7070072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Entering Unmasked Estep 
Score: -6558987.000000 Penalty: 2596.628906
	Iteration 0F: 2 clusters Score -6558987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -6535073.500000 Penalty: 5193.257812
	Iteration 0F: 3 clusters Score -6535074 nChanged 15960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -6543751.500000 Penalty: 5193.257812
	Iteration 1F: 3 clusters Score -6543752 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -6544132.000000 Penalty: 5193.257812
	Iteration 2Q: 3 clusters Score -6544132 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -6544436.500000 Penalty: 5193.257812
	Iteration 3Q: 3 clusters Score -6544436 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -6544751.500000 Penalty: 5193.257812
	Iteration 4Q: 3 clusters Score -6544752 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -6545030.000000 Penalty: 5193.257812
	Iteration 5Q: 3 clusters Score -6545030 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -6545320.000000 Penalty: 5193.257812
	Iteration 6Q: 3 clusters Score -6545320 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -6545689.500000 Penalty: 5193.257812
	Iteration 7Q: 3 clusters Score -6545690 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -6546126.000000 Penalty: 5193.257812
	Iteration 8Q: 3 clusters Score -6546126 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -6546674.500000 Penalty: 5193.257812
	Iteration 9Q: 3 clusters Score -6546674 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -6547394.000000 Penalty: 5193.257812
	Iteration 10Q: 3 clusters Score -6547394 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -6548416.500000 Penalty: 5193.257812
	Iteration 11Q: 3 clusters Score -6548416 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -6549731.500000 Penalty: 5193.257812
	Iteration 12F: 3 clusters Score -6549732 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -6551008.000000 Penalty: 5193.257812
	Iteration 13F: 3 clusters Score -6551008 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -6552242.000000 Penalty: 5193.257812
	Iteration 14Q: 3 clusters Score -6552242 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -6553277.000000 Penalty: 5193.257812
	Iteration 15Q: 3 clusters Score -6553277 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -6554128.000000 Penalty: 5193.257812
	Iteration 16Q: 3 clusters Score -6554128 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -6554846.500000 Penalty: 5193.257812
	Iteration 17Q: 3 clusters Score -6554846 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -6555357.000000 Penalty: 5193.257812
	Iteration 18Q: 3 clusters Score -6555357 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -6555736.500000 Penalty: 5193.257812
	Iteration 19Q: 3 clusters Score -6555736 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -6556003.000000 Penalty: 5193.257812
	Iteration 20F: 3 clusters Score -6556003 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -6556181.000000 Penalty: 5193.257812
	Iteration 21Q: 3 clusters Score -6556181 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -6556348.500000 Penalty: 5193.257812
	Iteration 22Q: 3 clusters Score -6556348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -6556467.500000 Penalty: 5193.257812
	Iteration 23Q: 3 clusters Score -6556468 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -6556542.500000 Penalty: 5193.257812
	Iteration 24Q: 3 clusters Score -6556542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -6556607.500000 Penalty: 5193.257812
	Iteration 25Q: 3 clusters Score -6556608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -6556632.500000 Penalty: 5193.257812
	Iteration 26Q: 3 clusters Score -6556632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -6556649.000000 Penalty: 5193.257812
	Iteration 27Q: 3 clusters Score -6556649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -6556674.500000 Penalty: 5193.257812
	Iteration 28Q: 3 clusters Score -6556674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -6556691.500000 Penalty: 5193.257812
	Iteration 29Q: 3 clusters Score -6556692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -6556703.000000 Penalty: 5193.257812
	Iteration 30Q: 3 clusters Score -6556703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -6556714.500000 Penalty: 5193.257812
	Iteration 31Q: 3 clusters Score -6556714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -6556714.500000 Penalty: 5193.257812
	Iteration 32Q: 3 clusters Score -6556714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -6556723.000000 Penalty: 5193.257812
	Iteration 33Q: 3 clusters Score -6556723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -6556724.000000 Penalty: 5193.257812
	Iteration 34Q: 3 clusters Score -6556724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -6556722.500000 Penalty: 5193.257812
	Iteration 35Q: 3 clusters Score -6556722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -6556722.000000 Penalty: 5193.257812
	Iteration 36Q: 3 clusters Score -6556722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -6556729.500000 Penalty: 5193.257812
	Iteration 37Q: 3 clusters Score -6556730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -6556731.000000 Penalty: 5193.257812
	Iteration 38Q: 3 clusters Score -6556731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -6556732.000000 Penalty: 5193.257812
	Iteration 39Q: 3 clusters Score -6556732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -6556729.500000 Penalty: 5193.257812
	Iteration 40F: 3 clusters Score -6556730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Entering Unmasked Estep 
Score: -9207518.000000 Penalty: 2680.054932
	Iteration 0F: 2 clusters Score -9207518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -9175799.000000 Penalty: 5360.109863
	Iteration 0F: 3 clusters Score -9175799 nChanged 22661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -9188076.000000 Penalty: 5360.109863
	Iteration 1F: 3 clusters Score -9188076 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -9188687.000000 Penalty: 5360.109863
	Iteration 2Q: 3 clusters Score -9188687 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -9189353.000000 Penalty: 5360.109863
	Iteration 3Q: 3 clusters Score -9189353 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -9190185.000000 Penalty: 5360.109863
	Iteration 4Q: 3 clusters Score -9190185 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -9191365.000000 Penalty: 5360.109863
	Iteration 5Q: 3 clusters Score -9191365 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -9192982.000000 Penalty: 5360.109863
	Iteration 6F: 3 clusters Score -9192982 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -9195293.000000 Penalty: 5360.109863
	Iteration 7F: 3 clusters Score -9195293 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -9197969.000000 Penalty: 5360.109863
	Iteration 8F: 3 clusters Score -9197969 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -9200300.000000 Penalty: 5360.109863
	Iteration 9F: 3 clusters Score -9200300 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -9201914.000000 Penalty: 5360.109863
	Iteration 10Q: 3 clusters Score -9201914 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -9203462.000000 Penalty: 5360.109863
	Iteration 11Q: 3 clusters Score -9203462 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -9204251.000000 Penalty: 5360.109863
	Iteration 12Q: 3 clusters Score -9204251 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -9204643.000000 Penalty: 5360.109863
	Iteration 13Q: 3 clusters Score -9204643 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -9204835.000000 Penalty: 5360.109863
	Iteration 14Q: 3 clusters Score -9204835 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -9204990.000000 Penalty: 5360.109863
	Iteration 15Q: 3 clusters Score -9204990 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -9205065.000000 Penalty: 5360.109863
	Iteration 16Q: 3 clusters Score -9205065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -9205134.000000 Penalty: 5360.109863
	Iteration 17Q: 3 clusters Score -9205134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -9205185.000000 Penalty: 5360.109863
	Iteration 18Q: 3 clusters Score -9205185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -9205192.000000 Penalty: 5360.109863
	Iteration 19Q: 3 clusters Score -9205192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -9205220.000000 Penalty: 5360.109863
	Iteration 20F: 3 clusters Score -9205220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -9205235.000000 Penalty: 5360.109863
	Iteration 21Q: 3 clusters Score -9205235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -9205258.000000 Penalty: 5360.109863
	Iteration 22Q: 3 clusters Score -9205258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -9205255.000000 Penalty: 5360.109863
	Iteration 23Q: 3 clusters Score -9205255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9205267.000000 Penalty: 5360.109863
	Iteration 24Q: 3 clusters Score -9205267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -9205274.000000 Penalty: 5360.109863
	Iteration 25Q: 3 clusters Score -9205274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -9205282.000000 Penalty: 5360.109863
	Iteration 26Q: 3 clusters Score -9205282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -9205291.000000 Penalty: 5360.109863
	Iteration 27Q: 3 clusters Score -9205291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -9205296.000000 Penalty: 5360.109863
	Iteration 28Q: 3 clusters Score -9205296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -9205308.000000 Penalty: 5360.109863
	Iteration 29Q: 3 clusters Score -9205308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -9205311.000000 Penalty: 5360.109863
	Iteration 30Q: 3 clusters Score -9205311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -9205308.000000 Penalty: 5360.109863
	Iteration 31Q: 3 clusters Score -9205308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -9205308.000000 Penalty: 5360.109863
	Iteration 32F: 3 clusters Score -9205308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (54091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Entering Unmasked Estep 
Score: -10128851.000000 Penalty: 2702.808838
	Iteration 0F: 2 clusters Score -1.012885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -10098970.000000 Penalty: 5405.617676
	Iteration 0F: 3 clusters Score -1.009897e+07 nChanged 25251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -10113693.000000 Penalty: 5405.617676
	Iteration 1F: 3 clusters Score -1.011369e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -10115617.000000 Penalty: 5405.617676
	Iteration 2F: 3 clusters Score -1.011562e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -10118408.000000 Penalty: 5405.617676
	Iteration 3F: 3 clusters Score -1.011841e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -10121873.000000 Penalty: 5405.617676
	Iteration 4F: 3 clusters Score -1.012187e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -10125894.000000 Penalty: 5405.617676
	Iteration 5F: 3 clusters Score -1.012589e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -10128838.000000 Penalty: 5405.617676
	Iteration 6F: 3 clusters Score -1.012884e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -10129982.000000 Penalty: 5405.617676
	Iteration 7Q: 3 clusters Score -1.012998e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -10130417.000000 Penalty: 5405.617676
	Iteration 8Q: 3 clusters Score -1.013042e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -10130746.000000 Penalty: 5405.617676
	Iteration 9Q: 3 clusters Score -1.013075e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -10130966.000000 Penalty: 5405.617676
	Iteration 10Q: 3 clusters Score -1.013097e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -10131103.000000 Penalty: 5405.617676
	Iteration 11Q: 3 clusters Score -1.01311e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -10131220.000000 Penalty: 5405.617676
	Iteration 12Q: 3 clusters Score -1.013122e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -10131251.000000 Penalty: 5405.617676
	Iteration 13Q: 3 clusters Score -1.013125e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -10131317.000000 Penalty: 5405.617676
	Iteration 14Q: 3 clusters Score -1.013132e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -10131376.000000 Penalty: 5405.617676
	Iteration 15Q: 3 clusters Score -1.013138e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -10131364.000000 Penalty: 5405.617676
	Iteration 16Q: 3 clusters Score -1.013136e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -10131395.000000 Penalty: 5405.617676
	Iteration 17Q: 3 clusters Score -1.01314e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -10131363.000000 Penalty: 5405.617676
	Iteration 18Q: 3 clusters Score -1.013136e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -10131357.000000 Penalty: 5405.617676
	Iteration 19Q: 3 clusters Score -1.013136e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -10131352.000000 Penalty: 5405.617676
	Iteration 20F: 3 clusters Score -1.013135e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -10131353.000000 Penalty: 5405.617676
	Iteration 21Q: 3 clusters Score -1.013135e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -10131384.000000 Penalty: 5405.617676
	Iteration 22Q: 3 clusters Score -1.013138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -10131400.000000 Penalty: 5405.617676
	Iteration 23Q: 3 clusters Score -1.01314e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -10131359.000000 Penalty: 5405.617676
	Iteration 24Q: 3 clusters Score -1.013136e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -10131361.000000 Penalty: 5405.617676
	Iteration 25Q: 3 clusters Score -1.013136e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -10131348.000000 Penalty: 5405.617676
	Iteration 26Q: 3 clusters Score -1.013135e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -10131368.000000 Penalty: 5405.617676
	Iteration 27Q: 3 clusters Score -1.013137e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -10131335.000000 Penalty: 5405.617676
	Iteration 28Q: 3 clusters Score -1.013134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -10131350.000000 Penalty: 5405.617676
	Iteration 29Q: 3 clusters Score -1.013135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -10131368.000000 Penalty: 5405.617676
	Iteration 30Q: 3 clusters Score -1.013137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -10131363.000000 Penalty: 5405.617676
	Iteration 31Q: 3 clusters Score -1.013136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -10131363.000000 Penalty: 5405.617676
	Iteration 32Q: 3 clusters Score -1.013136e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -10131376.000000 Penalty: 5405.617676
	Iteration 33Q: 3 clusters Score -1.013138e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -10131393.000000 Penalty: 5405.617676
	Iteration 34Q: 3 clusters Score -1.013139e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -10131383.000000 Penalty: 5405.617676
	Iteration 35Q: 3 clusters Score -1.013138e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -10131368.000000 Penalty: 5405.617676
	Iteration 36Q: 3 clusters Score -1.013137e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -10131376.000000 Penalty: 5405.617676
	Iteration 37Q: 3 clusters Score -1.013138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -10131356.000000 Penalty: 5405.617676
	Iteration 38Q: 3 clusters Score -1.013136e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -10131362.000000 Penalty: 5405.617676
	Iteration 39Q: 3 clusters Score -1.013136e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -10131382.000000 Penalty: 5405.617676
	Iteration 40F: 3 clusters Score -1.013138e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -10131399.000000 Penalty: 5405.617676
	Iteration 41Q: 3 clusters Score -1.01314e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -10131404.000000 Penalty: 5405.617676
	Iteration 42Q: 3 clusters Score -1.01314e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -10131420.000000 Penalty: 5405.617676
	Iteration 43Q: 3 clusters Score -1.013142e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -10131391.000000 Penalty: 5405.617676
	Iteration 44Q: 3 clusters Score -1.013139e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -10131359.000000 Penalty: 5405.617676
	Iteration 45Q: 3 clusters Score -1.013136e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -10131361.000000 Penalty: 5405.617676
	Iteration 46Q: 3 clusters Score -1.013136e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -10131348.000000 Penalty: 5405.617676
	Iteration 47Q: 3 clusters Score -1.013135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -10131355.000000 Penalty: 5405.617676
	Iteration 48Q: 3 clusters Score -1.013136e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -10131349.000000 Penalty: 5405.617676
	Iteration 49Q: 3 clusters Score -1.013135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -10131367.000000 Penalty: 5405.617676
	Iteration 50Q: 3 clusters Score -1.013137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -10131375.000000 Penalty: 5405.617676
	Iteration 51Q: 3 clusters Score -1.013138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -10131370.000000 Penalty: 5405.617676
	Iteration 52Q: 3 clusters Score -1.013137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -10131380.000000 Penalty: 5405.617676
	Iteration 53Q: 3 clusters Score -1.013138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -10131387.000000 Penalty: 5405.617676
	Iteration 54Q: 3 clusters Score -1.013139e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -10131376.000000 Penalty: 5405.617676
	Iteration 55Q: 3 clusters Score -1.013138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -10131370.000000 Penalty: 5405.617676
	Iteration 56Q: 3 clusters Score -1.013137e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -10131363.000000 Penalty: 5405.617676
	Iteration 57Q: 3 clusters Score -1.013136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -10131365.000000 Penalty: 5405.617676
	Iteration 58Q: 3 clusters Score -1.013136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -10131376.000000 Penalty: 5405.617676
	Iteration 59Q: 3 clusters Score -1.013138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -10131362.000000 Penalty: 5405.617676
	Iteration 60F: 3 clusters Score -1.013136e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -10131355.000000 Penalty: 5405.617676
	Iteration 61Q: 3 clusters Score -1.013136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -10131349.000000 Penalty: 5405.617676
	Iteration 62Q: 3 clusters Score -1.013135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -10131354.000000 Penalty: 5405.617676
	Iteration 63Q: 3 clusters Score -1.013135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -10131353.000000 Penalty: 5405.617676
	Iteration 64Q: 3 clusters Score -1.013135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -10131350.000000 Penalty: 5405.617676
	Iteration 65Q: 3 clusters Score -1.013135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -10131346.000000 Penalty: 5405.617676
	Iteration 66Q: 3 clusters Score -1.013135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -10131343.000000 Penalty: 5405.617676
	Iteration 67Q: 3 clusters Score -1.013134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -10131341.000000 Penalty: 5405.617676
	Iteration 68Q: 3 clusters Score -1.013134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -10131337.000000 Penalty: 5405.617676
	Iteration 69Q: 3 clusters Score -1.013134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -10131324.000000 Penalty: 5405.617676
	Iteration 70Q: 3 clusters Score -1.013132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -10131333.000000 Penalty: 5405.617676
	Iteration 71Q: 3 clusters Score -1.013133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -10131320.000000 Penalty: 5405.617676
	Iteration 72Q: 3 clusters Score -1.013132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -10131328.000000 Penalty: 5405.617676
	Iteration 73Q: 3 clusters Score -1.013133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -10131320.000000 Penalty: 5405.617676
	Iteration 74Q: 3 clusters Score -1.013132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -10131309.000000 Penalty: 5405.617676
	Iteration 75Q: 3 clusters Score -1.013131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -10131325.000000 Penalty: 5405.617676
	Iteration 76Q: 3 clusters Score -1.013132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -10131333.000000 Penalty: 5405.617676
	Iteration 77Q: 3 clusters Score -1.013133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -10131330.000000 Penalty: 5405.617676
	Iteration 78Q: 3 clusters Score -1.013133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -10131325.000000 Penalty: 5405.617676
	Iteration 79Q: 3 clusters Score -1.013132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -10131325.000000 Penalty: 5405.617676
	Iteration 80F: 3 clusters Score -1.013132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47823 members 
Mstep: Class 7 contains 23766 members 
Mstep: Class 8 contains 34818 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 26229 members 
Mstep: Class 14 contains 30154 members 
Mstep: Class 15 contains 26186 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50496 members 
Mstep: Class 19 contains 18284 members 
Mstep: Class 20 contains 22046 members 
Mstep: Class 21 contains 46445 members 
Mstep: Class 22 contains 37710 members 
Mstep: Class 23 contains 35252 members 
Mstep: Class 24 contains 49349 members 
Mstep: Class 25 contains 20976 members 
Mstep: Class 26 contains 60499 members 
Mstep: Class 27 contains 17107 members 
Mstep: Class 28 contains 33115 members 
Entering Unmasked Estep 
Score: -110161608.000000 Penalty: 92417.976562
Splitting cluster 25 changes total score from -110158200.000000 to -110161608.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 26 (60499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Entering Unmasked Estep 
Score: -11305020.000000 Penalty: 2730.574707
	Iteration 0F: 2 clusters Score -1.130502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -11272825.000000 Penalty: 5461.149414
	Iteration 0F: 3 clusters Score -1.127282e+07 nChanged 28345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -11288877.000000 Penalty: 5461.149414
	Iteration 1F: 3 clusters Score -1.128888e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -11289932.000000 Penalty: 5461.149414
	Iteration 2Q: 3 clusters Score -1.128993e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -11291212.000000 Penalty: 5461.149414
	Iteration 3Q: 3 clusters Score -1.129121e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -11292848.000000 Penalty: 5461.149414
	Iteration 4F: 3 clusters Score -1.129285e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -11295195.000000 Penalty: 5461.149414
	Iteration 5F: 3 clusters Score -1.12952e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -11298402.000000 Penalty: 5461.149414
	Iteration 6F: 3 clusters Score -1.12984e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -11301930.000000 Penalty: 5461.149414
	Iteration 7F: 3 clusters Score -1.130193e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -11304186.000000 Penalty: 5461.149414
	Iteration 8F: 3 clusters Score -1.130419e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -11305534.000000 Penalty: 5461.149414
	Iteration 9Q: 3 clusters Score -1.130553e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -11306640.000000 Penalty: 5461.149414
	Iteration 10Q: 3 clusters Score -1.130664e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -11307619.000000 Penalty: 5461.149414
	Iteration 11Q: 3 clusters Score -1.130762e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -11308453.000000 Penalty: 5461.149414
	Iteration 12Q: 3 clusters Score -1.130845e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -11309041.000000 Penalty: 5461.149414
	Iteration 13Q: 3 clusters Score -1.130904e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -11309445.000000 Penalty: 5461.149414
	Iteration 14Q: 3 clusters Score -1.130944e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -11309761.000000 Penalty: 5461.149414
	Iteration 15Q: 3 clusters Score -1.130976e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -11309879.000000 Penalty: 5461.149414
	Iteration 16Q: 3 clusters Score -1.130988e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -11310029.000000 Penalty: 5461.149414
	Iteration 17Q: 3 clusters Score -1.131003e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -11310065.000000 Penalty: 5461.149414
	Iteration 18Q: 3 clusters Score -1.131006e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -11310107.000000 Penalty: 5461.149414
	Iteration 19Q: 3 clusters Score -1.131011e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -11310155.000000 Penalty: 5461.149414
	Iteration 20F: 3 clusters Score -1.131016e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -11310156.000000 Penalty: 5461.149414
	Iteration 21Q: 3 clusters Score -1.131016e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -11310177.000000 Penalty: 5461.149414
	Iteration 22Q: 3 clusters Score -1.131018e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -11310138.000000 Penalty: 5461.149414
	Iteration 23Q: 3 clusters Score -1.131014e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -11310123.000000 Penalty: 5461.149414
	Iteration 24Q: 3 clusters Score -1.131012e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -11310106.000000 Penalty: 5461.149414
	Iteration 25Q: 3 clusters Score -1.131011e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -11310120.000000 Penalty: 5461.149414
	Iteration 26Q: 3 clusters Score -1.131012e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -11310122.000000 Penalty: 5461.149414
	Iteration 27Q: 3 clusters Score -1.131012e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -11310141.000000 Penalty: 5461.149414
	Iteration 28Q: 3 clusters Score -1.131014e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -11310158.000000 Penalty: 5461.149414
	Iteration 29Q: 3 clusters Score -1.131016e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -11310171.000000 Penalty: 5461.149414
	Iteration 30Q: 3 clusters Score -1.131017e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -11310184.000000 Penalty: 5461.149414
	Iteration 31Q: 3 clusters Score -1.131018e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -11310179.000000 Penalty: 5461.149414
	Iteration 32Q: 3 clusters Score -1.131018e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -11310135.000000 Penalty: 5461.149414
	Iteration 33Q: 3 clusters Score -1.131014e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -11310160.000000 Penalty: 5461.149414
	Iteration 34Q: 3 clusters Score -1.131016e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -11310168.000000 Penalty: 5461.149414
	Iteration 35Q: 3 clusters Score -1.131017e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -11310172.000000 Penalty: 5461.149414
	Iteration 36Q: 3 clusters Score -1.131017e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -11310167.000000 Penalty: 5461.149414
	Iteration 37Q: 3 clusters Score -1.131017e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -11310160.000000 Penalty: 5461.149414
	Iteration 38Q: 3 clusters Score -1.131016e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -11310150.000000 Penalty: 5461.149414
	Iteration 39Q: 3 clusters Score -1.131015e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -11310197.000000 Penalty: 5461.149414
	Iteration 40F: 3 clusters Score -1.13102e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -11310189.000000 Penalty: 5461.149414
	Iteration 41Q: 3 clusters Score -1.131019e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -11310182.000000 Penalty: 5461.149414
	Iteration 42Q: 3 clusters Score -1.131018e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -11310188.000000 Penalty: 5461.149414
	Iteration 43Q: 3 clusters Score -1.131019e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -11310183.000000 Penalty: 5461.149414
	Iteration 44Q: 3 clusters Score -1.131018e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -11310200.000000 Penalty: 5461.149414
	Iteration 45Q: 3 clusters Score -1.13102e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -11310185.000000 Penalty: 5461.149414
	Iteration 46Q: 3 clusters Score -1.131018e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -11310166.000000 Penalty: 5461.149414
	Iteration 47Q: 3 clusters Score -1.131017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -11310140.000000 Penalty: 5461.149414
	Iteration 48Q: 3 clusters Score -1.131014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -11310164.000000 Penalty: 5461.149414
	Iteration 49Q: 3 clusters Score -1.131016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -11310149.000000 Penalty: 5461.149414
	Iteration 50Q: 3 clusters Score -1.131015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -11310144.000000 Penalty: 5461.149414
	Iteration 51Q: 3 clusters Score -1.131014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -11310158.000000 Penalty: 5461.149414
	Iteration 52Q: 3 clusters Score -1.131016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -11310151.000000 Penalty: 5461.149414
	Iteration 53Q: 3 clusters Score -1.131015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -11310148.000000 Penalty: 5461.149414
	Iteration 54Q: 3 clusters Score -1.131015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -11310149.000000 Penalty: 5461.149414
	Iteration 55Q: 3 clusters Score -1.131015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -11310151.000000 Penalty: 5461.149414
	Iteration 56Q: 3 clusters Score -1.131015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -11310148.000000 Penalty: 5461.149414
	Iteration 57Q: 3 clusters Score -1.131015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -11310148.000000 Penalty: 5461.149414
	Iteration 58F: 3 clusters Score -1.131015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47823 members 
Mstep: Class 7 contains 23766 members 
Mstep: Class 8 contains 34818 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 26229 members 
Mstep: Class 14 contains 30154 members 
Mstep: Class 15 contains 26186 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50496 members 
Mstep: Class 19 contains 18284 members 
Mstep: Class 20 contains 22046 members 
Mstep: Class 21 contains 46445 members 
Mstep: Class 22 contains 37710 members 
Mstep: Class 23 contains 35252 members 
Mstep: Class 24 contains 49349 members 
Mstep: Class 25 contains 20976 members 
Mstep: Class 26 contains 34849 members 
Mstep: Class 27 contains 17107 members 
Mstep: Class 28 contains 33115 members 
Mstep: Class 29 contains 25650 members 
Entering Unmasked Estep 
Score: -110166112.000000 Penalty: 95718.617188
Splitting cluster 26 changes total score from -110158200.000000 to -110166112.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47823 members 
Mstep: Class 7 contains 23766 members 
Mstep: Class 8 contains 34818 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 26229 members 
Mstep: Class 14 contains 30154 members 
Mstep: Class 15 contains 26186 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50496 members 
Mstep: Class 19 contains 18284 members 
Mstep: Class 20 contains 22046 members 
Mstep: Class 21 contains 46445 members 
Mstep: Class 22 contains 37710 members 
Mstep: Class 23 contains 35252 members 
Mstep: Class 24 contains 49349 members 
Mstep: Class 25 contains 20976 members 
Mstep: Class 26 contains 34849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169520.000000 Penalty: 95718.617188
Iteration 239Q: 30 clusters Score -1.101695e+08 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3141 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47731 members 
Mstep: Class 7 contains 23563 members 
Mstep: Class 8 contains 34763 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11445 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 26223 members 
Mstep: Class 14 contains 30165 members 
Mstep: Class 15 contains 26154 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50664 members 
Mstep: Class 19 contains 18134 members 
Mstep: Class 20 contains 21875 members 
Mstep: Class 21 contains 46557 members 
Mstep: Class 22 contains 37975 members 
Mstep: Class 23 contains 35344 members 
Mstep: Class 24 contains 49050 members 
Mstep: Class 25 contains 22481 members 
Mstep: Class 26 contains 35464 members 
Mstep: Class 27 contains 16506 members 
Mstep: Class 28 contains 32046 members 
Mstep: Class 29 contains 25536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172336.000000 Penalty: 95718.617188
Iteration 240F: 30 clusters Score -1.101723e+08 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47144 members 
Mstep: Class 7 contains 22904 members 
Mstep: Class 8 contains 34479 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11460 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 25904 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 26077 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49901 members 
Mstep: Class 19 contains 17451 members 
Mstep: Class 20 contains 21423 members 
Mstep: Class 21 contains 46111 members 
Mstep: Class 22 contains 37768 members 
Mstep: Class 23 contains 35234 members 
Mstep: Class 24 contains 48703 members 
Mstep: Class 25 contains 23164 members 
Mstep: Class 26 contains 36231 members 
Mstep: Class 27 contains 17312 members 
Mstep: Class 28 contains 33084 members 
Mstep: Class 29 contains 27179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174536.000000 Penalty: 95718.617188
Iteration 241Q: 30 clusters Score -1.101745e+08 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3131 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 46707 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 34294 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11497 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 25618 members 
Mstep: Class 14 contains 30109 members 
Mstep: Class 15 contains 25874 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49315 members 
Mstep: Class 19 contains 16818 members 
Mstep: Class 20 contains 21004 members 
Mstep: Class 21 contains 45861 members 
Mstep: Class 22 contains 37840 members 
Mstep: Class 23 contains 35067 members 
Mstep: Class 24 contains 48641 members 
Mstep: Class 25 contains 23756 members 
Mstep: Class 26 contains 37114 members 
Mstep: Class 27 contains 17468 members 
Mstep: Class 28 contains 34275 members 
Mstep: Class 29 contains 28117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176112.000000 Penalty: 95718.617188
Iteration 242Q: 30 clusters Score -1.101761e+08 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 46321 members 
Mstep: Class 7 contains 21744 members 
Mstep: Class 8 contains 34148 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11556 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 25328 members 
Mstep: Class 14 contains 30082 members 
Mstep: Class 15 contains 25581 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48931 members 
Mstep: Class 19 contains 16246 members 
Mstep: Class 20 contains 20577 members 
Mstep: Class 21 contains 45744 members 
Mstep: Class 22 contains 37974 members 
Mstep: Class 23 contains 34842 members 
Mstep: Class 24 contains 48433 members 
Mstep: Class 25 contains 24281 members 
Mstep: Class 26 contains 38090 members 
Mstep: Class 27 contains 17479 members 
Mstep: Class 28 contains 35393 members 
Mstep: Class 29 contains 28945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177224.000000 Penalty: 95718.617188
Iteration 243Q: 30 clusters Score -1.101772e+08 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3106 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45975 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 33986 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11619 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 25063 members 
Mstep: Class 14 contains 30044 members 
Mstep: Class 15 contains 25239 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48548 members 
Mstep: Class 19 contains 15699 members 
Mstep: Class 20 contains 20182 members 
Mstep: Class 21 contains 45634 members 
Mstep: Class 22 contains 37911 members 
Mstep: Class 23 contains 34461 members 
Mstep: Class 24 contains 48092 members 
Mstep: Class 25 contains 24962 members 
Mstep: Class 26 contains 39218 members 
Mstep: Class 27 contains 17453 members 
Mstep: Class 28 contains 36615 members 
Mstep: Class 29 contains 29805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178880.000000 Penalty: 95718.617188
Iteration 244Q: 30 clusters Score -1.101789e+08 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3106 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45707 members 
Mstep: Class 7 contains 20676 members 
Mstep: Class 8 contains 33850 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11687 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 24792 members 
Mstep: Class 14 contains 30001 members 
Mstep: Class 15 contains 24836 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48207 members 
Mstep: Class 19 contains 15158 members 
Mstep: Class 20 contains 19789 members 
Mstep: Class 21 contains 45366 members 
Mstep: Class 22 contains 37816 members 
Mstep: Class 23 contains 34027 members 
Mstep: Class 24 contains 47528 members 
Mstep: Class 25 contains 25692 members 
Mstep: Class 26 contains 40588 members 
Mstep: Class 27 contains 17411 members 
Mstep: Class 28 contains 37809 members 
Mstep: Class 29 contains 30767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180000.000000 Penalty: 95718.617188
Iteration 245Q: 30 clusters Score -1.1018e+08 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3102 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45510 members 
Mstep: Class 7 contains 20179 members 
Mstep: Class 8 contains 33742 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11759 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 24511 members 
Mstep: Class 14 contains 29955 members 
Mstep: Class 15 contains 24458 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47880 members 
Mstep: Class 19 contains 14657 members 
Mstep: Class 20 contains 19437 members 
Mstep: Class 21 contains 44868 members 
Mstep: Class 22 contains 37626 members 
Mstep: Class 23 contains 33617 members 
Mstep: Class 24 contains 46624 members 
Mstep: Class 25 contains 26518 members 
Mstep: Class 26 contains 42206 members 
Mstep: Class 27 contains 17252 members 
Mstep: Class 28 contains 39017 members 
Mstep: Class 29 contains 31891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181304.000000 Penalty: 95718.617188
Iteration 246Q: 30 clusters Score -1.101813e+08 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3097 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45346 members 
Mstep: Class 7 contains 19633 members 
Mstep: Class 8 contains 33644 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11854 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 24211 members 
Mstep: Class 14 contains 29904 members 
Mstep: Class 15 contains 24043 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47584 members 
Mstep: Class 19 contains 14184 members 
Mstep: Class 20 contains 19079 members 
Mstep: Class 21 contains 44380 members 
Mstep: Class 22 contains 37364 members 
Mstep: Class 23 contains 32919 members 
Mstep: Class 24 contains 45674 members 
Mstep: Class 25 contains 27448 members 
Mstep: Class 26 contains 43958 members 
Mstep: Class 27 contains 17066 members 
Mstep: Class 28 contains 40278 members 
Mstep: Class 29 contains 33141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182112.000000 Penalty: 95718.617188
Iteration 247Q: 30 clusters Score -1.101821e+08 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45175 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 33496 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11936 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 23926 members 
Mstep: Class 14 contains 29843 members 
Mstep: Class 15 contains 23585 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47387 members 
Mstep: Class 19 contains 13701 members 
Mstep: Class 20 contains 18756 members 
Mstep: Class 21 contains 43676 members 
Mstep: Class 22 contains 36960 members 
Mstep: Class 23 contains 31849 members 
Mstep: Class 24 contains 44662 members 
Mstep: Class 25 contains 28608 members 
Mstep: Class 26 contains 46166 members 
Mstep: Class 27 contains 16779 members 
Mstep: Class 28 contains 41655 members 
Mstep: Class 29 contains 34455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183000.000000 Penalty: 95718.617188
Iteration 248Q: 30 clusters Score -1.10183e+08 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45048 members 
Mstep: Class 7 contains 18574 members 
Mstep: Class 8 contains 33311 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12018 members 
Mstep: Class 11 contains 2378 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 23669 members 
Mstep: Class 14 contains 29767 members 
Mstep: Class 15 contains 23055 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47195 members 
Mstep: Class 19 contains 13223 members 
Mstep: Class 20 contains 18484 members 
Mstep: Class 21 contains 43093 members 
Mstep: Class 22 contains 36361 members 
Mstep: Class 23 contains 30882 members 
Mstep: Class 24 contains 43645 members 
Mstep: Class 25 contains 29892 members 
Mstep: Class 26 contains 48122 members 
Mstep: Class 27 contains 16506 members 
Mstep: Class 28 contains 43065 members 
Mstep: Class 29 contains 35804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184616.000000 Penalty: 95718.617188
Iteration 249Q: 30 clusters Score -1.101846e+08 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44907 members 
Mstep: Class 7 contains 18069 members 
Mstep: Class 8 contains 33096 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12071 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 23396 members 
Mstep: Class 14 contains 29703 members 
Mstep: Class 15 contains 22516 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47030 members 
Mstep: Class 19 contains 12790 members 
Mstep: Class 20 contains 18196 members 
Mstep: Class 21 contains 42422 members 
Mstep: Class 22 contains 35644 members 
Mstep: Class 23 contains 30097 members 
Mstep: Class 24 contains 43094 members 
Mstep: Class 25 contains 31305 members 
Mstep: Class 26 contains 49572 members 
Mstep: Class 27 contains 16192 members 
Mstep: Class 28 contains 44653 members 
Mstep: Class 29 contains 36968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185016.000000 Penalty: 95718.617188
Iteration 250Q: 30 clusters Score -1.10185e+08 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44800 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 32867 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 23147 members 
Mstep: Class 14 contains 29655 members 
Mstep: Class 15 contains 21998 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46884 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 17919 members 
Mstep: Class 21 contains 41914 members 
Mstep: Class 22 contains 35125 members 
Mstep: Class 23 contains 29512 members 
Mstep: Class 24 contains 43048 members 
Mstep: Class 25 contains 32763 members 
Mstep: Class 26 contains 50025 members 
Mstep: Class 27 contains 15904 members 
Mstep: Class 28 contains 46315 members 
Mstep: Class 29 contains 37793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185144.000000 Penalty: 95718.617188
Iteration 251Q: 30 clusters Score -1.101851e+08 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44665 members 
Mstep: Class 7 contains 17197 members 
Mstep: Class 8 contains 32672 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12053 members 
Mstep: Class 11 contains 2378 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 22911 members 
Mstep: Class 14 contains 29609 members 
Mstep: Class 15 contains 21457 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46695 members 
Mstep: Class 19 contains 12002 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 41494 members 
Mstep: Class 22 contains 34168 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 42871 members 
Mstep: Class 25 contains 34408 members 
Mstep: Class 26 contains 50334 members 
Mstep: Class 27 contains 15668 members 
Mstep: Class 28 contains 48165 members 
Mstep: Class 29 contains 38811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184328.000000 Penalty: 95718.617188
Iteration 252Q: 30 clusters Score -1.101843e+08 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44553 members 
Mstep: Class 7 contains 16901 members 
Mstep: Class 8 contains 32570 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12034 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 22696 members 
Mstep: Class 14 contains 29587 members 
Mstep: Class 15 contains 20973 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46538 members 
Mstep: Class 19 contains 11706 members 
Mstep: Class 20 contains 17387 members 
Mstep: Class 21 contains 41219 members 
Mstep: Class 22 contains 32982 members 
Mstep: Class 23 contains 28321 members 
Mstep: Class 24 contains 42470 members 
Mstep: Class 25 contains 36212 members 
Mstep: Class 26 contains 50541 members 
Mstep: Class 27 contains 15543 members 
Mstep: Class 28 contains 49524 members 
Mstep: Class 29 contains 39980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184016.000000 Penalty: 95718.617188
Iteration 253Q: 30 clusters Score -1.10184e+08 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3068 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44482 members 
Mstep: Class 7 contains 16699 members 
Mstep: Class 8 contains 32435 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12035 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 22505 members 
Mstep: Class 14 contains 29568 members 
Mstep: Class 15 contains 20453 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46444 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 17170 members 
Mstep: Class 21 contains 41173 members 
Mstep: Class 22 contains 31852 members 
Mstep: Class 23 contains 27852 members 
Mstep: Class 24 contains 41841 members 
Mstep: Class 25 contains 38185 members 
Mstep: Class 26 contains 50424 members 
Mstep: Class 27 contains 15412 members 
Mstep: Class 28 contains 50396 members 
Mstep: Class 29 contains 41380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183560.000000 Penalty: 95718.617188
Iteration 254Q: 30 clusters Score -1.101836e+08 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44385 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 8 contains 32332 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 22357 members 
Mstep: Class 14 contains 29539 members 
Mstep: Class 15 contains 19912 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46404 members 
Mstep: Class 19 contains 11221 members 
Mstep: Class 20 contains 16983 members 
Mstep: Class 21 contains 41383 members 
Mstep: Class 22 contains 30897 members 
Mstep: Class 23 contains 27561 members 
Mstep: Class 24 contains 41305 members 
Mstep: Class 25 contains 40169 members 
Mstep: Class 26 contains 49727 members 
Mstep: Class 27 contains 15395 members 
Mstep: Class 28 contains 50661 members 
Mstep: Class 29 contains 42974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183504.000000 Penalty: 95718.617188
Iteration 255Q: 30 clusters Score -1.101835e+08 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3047 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44292 members 
Mstep: Class 7 contains 16336 members 
Mstep: Class 8 contains 32175 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12029 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 22179 members 
Mstep: Class 14 contains 29527 members 
Mstep: Class 15 contains 19401 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46443 members 
Mstep: Class 19 contains 11018 members 
Mstep: Class 20 contains 16829 members 
Mstep: Class 21 contains 41820 members 
Mstep: Class 22 contains 30009 members 
Mstep: Class 23 contains 27343 members 
Mstep: Class 24 contains 40997 members 
Mstep: Class 25 contains 42264 members 
Mstep: Class 26 contains 48576 members 
Mstep: Class 27 contains 15472 members 
Mstep: Class 28 contains 50605 members 
Mstep: Class 29 contains 44458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183760.000000 Penalty: 95718.617188
Iteration 256Q: 30 clusters Score -1.101838e+08 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44175 members 
Mstep: Class 7 contains 16147 members 
Mstep: Class 8 contains 31996 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12041 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 22011 members 
Mstep: Class 14 contains 29512 members 
Mstep: Class 15 contains 18942 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46423 members 
Mstep: Class 19 contains 10823 members 
Mstep: Class 20 contains 16690 members 
Mstep: Class 21 contains 42250 members 
Mstep: Class 22 contains 29287 members 
Mstep: Class 23 contains 27187 members 
Mstep: Class 24 contains 40245 members 
Mstep: Class 25 contains 44436 members 
Mstep: Class 26 contains 47202 members 
Mstep: Class 27 contains 15574 members 
Mstep: Class 28 contains 50375 members 
Mstep: Class 29 contains 46467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183784.000000 Penalty: 95718.617188
Iteration 257Q: 30 clusters Score -1.101838e+08 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44056 members 
Mstep: Class 7 contains 15938 members 
Mstep: Class 8 contains 31800 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 21888 members 
Mstep: Class 14 contains 29501 members 
Mstep: Class 15 contains 18456 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46408 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 16548 members 
Mstep: Class 21 contains 42372 members 
Mstep: Class 22 contains 28684 members 
Mstep: Class 23 contains 27057 members 
Mstep: Class 24 contains 39710 members 
Mstep: Class 25 contains 46702 members 
Mstep: Class 26 contains 46377 members 
Mstep: Class 27 contains 15670 members 
Mstep: Class 28 contains 49887 members 
Mstep: Class 29 contains 48062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183144.000000 Penalty: 95718.617188
Iteration 258Q: 30 clusters Score -1.101831e+08 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3009 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 43968 members 
Mstep: Class 7 contains 15744 members 
Mstep: Class 8 contains 31610 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12043 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 21721 members 
Mstep: Class 14 contains 29478 members 
Mstep: Class 15 contains 17974 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46409 members 
Mstep: Class 19 contains 10514 members 
Mstep: Class 20 contains 16407 members 
Mstep: Class 21 contains 42459 members 
Mstep: Class 22 contains 28205 members 
Mstep: Class 23 contains 26906 members 
Mstep: Class 24 contains 39381 members 
Mstep: Class 25 contains 49381 members 
Mstep: Class 26 contains 46006 members 
Mstep: Class 27 contains 15803 members 
Mstep: Class 28 contains 48237 members 
Mstep: Class 29 contains 49562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181760.000000 Penalty: 95718.617188
Iteration 259Q: 30 clusters Score -1.101818e+08 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 43906 members 
Mstep: Class 7 contains 15599 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12062 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 21559 members 
Mstep: Class 14 contains 29452 members 
Mstep: Class 15 contains 17456 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46446 members 
Mstep: Class 19 contains 10410 members 
Mstep: Class 20 contains 16273 members 
Mstep: Class 21 contains 42210 members 
Mstep: Class 22 contains 27824 members 
Mstep: Class 23 contains 26770 members 
Mstep: Class 24 contains 39282 members 
Mstep: Class 25 contains 51050 members 
Mstep: Class 26 contains 45916 members 
Mstep: Class 27 contains 16007 members 
Mstep: Class 28 contains 47027 members 
Mstep: Class 29 contains 51130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183032.000000 Penalty: 95718.617188
Iteration 260F: 30 clusters Score -1.10183e+08 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2996 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 43872 members 
Mstep: Class 7 contains 15395 members 
Mstep: Class 8 contains 31193 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 21355 members 
Mstep: Class 14 contains 29429 members 
Mstep: Class 15 contains 16949 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46432 members 
Mstep: Class 19 contains 10307 members 
Mstep: Class 20 contains 16138 members 
Mstep: Class 21 contains 42109 members 
Mstep: Class 22 contains 26838 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 37396 members 
Mstep: Class 25 contains 52901 members 
Mstep: Class 26 contains 47180 members 
Mstep: Class 27 contains 16271 members 
Mstep: Class 28 contains 46946 members 
Mstep: Class 29 contains 52448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181272.000000 Penalty: 95718.617188
Iteration 261Q: 30 clusters Score -1.101813e+08 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 43913 members 
Mstep: Class 7 contains 15234 members 
Mstep: Class 8 contains 30945 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 21215 members 
Mstep: Class 14 contains 29409 members 
Mstep: Class 15 contains 16463 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46423 members 
Mstep: Class 19 contains 10235 members 
Mstep: Class 20 contains 16046 members 
Mstep: Class 21 contains 42460 members 
Mstep: Class 22 contains 25818 members 
Mstep: Class 23 contains 26635 members 
Mstep: Class 24 contains 36303 members 
Mstep: Class 25 contains 54478 members 
Mstep: Class 26 contains 47247 members 
Mstep: Class 27 contains 16540 members 
Mstep: Class 28 contains 47058 members 
Mstep: Class 29 contains 53316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179664.000000 Penalty: 95718.617188
Iteration 262Q: 30 clusters Score -1.101797e+08 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2986 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44021 members 
Mstep: Class 7 contains 15119 members 
Mstep: Class 8 contains 30700 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12104 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 21099 members 
Mstep: Class 14 contains 29373 members 
Mstep: Class 15 contains 15987 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46498 members 
Mstep: Class 19 contains 10199 members 
Mstep: Class 20 contains 15928 members 
Mstep: Class 21 contains 43117 members 
Mstep: Class 22 contains 24743 members 
Mstep: Class 23 contains 26906 members 
Mstep: Class 24 contains 35321 members 
Mstep: Class 25 contains 55908 members 
Mstep: Class 26 contains 47070 members 
Mstep: Class 27 contains 16826 members 
Mstep: Class 28 contains 46830 members 
Mstep: Class 29 contains 54089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178240.000000 Penalty: 95718.617188
Iteration 263Q: 30 clusters Score -1.101782e+08 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2987 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44142 members 
Mstep: Class 7 contains 14975 members 
Mstep: Class 8 contains 30353 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12107 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 20981 members 
Mstep: Class 14 contains 29362 members 
Mstep: Class 15 contains 15546 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46629 members 
Mstep: Class 19 contains 10200 members 
Mstep: Class 20 contains 15835 members 
Mstep: Class 21 contains 43753 members 
Mstep: Class 22 contains 23597 members 
Mstep: Class 23 contains 27287 members 
Mstep: Class 24 contains 34455 members 
Mstep: Class 25 contains 57090 members 
Mstep: Class 26 contains 46888 members 
Mstep: Class 27 contains 17149 members 
Mstep: Class 28 contains 46729 members 
Mstep: Class 29 contains 54758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176264.000000 Penalty: 95718.617188
Iteration 264Q: 30 clusters Score -1.101763e+08 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2990 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44315 members 
Mstep: Class 7 contains 14842 members 
Mstep: Class 8 contains 30053 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 20888 members 
Mstep: Class 14 contains 29333 members 
Mstep: Class 15 contains 15159 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46788 members 
Mstep: Class 19 contains 10209 members 
Mstep: Class 20 contains 15758 members 
Mstep: Class 21 contains 44200 members 
Mstep: Class 22 contains 22493 members 
Mstep: Class 23 contains 27698 members 
Mstep: Class 24 contains 33554 members 
Mstep: Class 25 contains 57987 members 
Mstep: Class 26 contains 46846 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 46767 members 
Mstep: Class 29 contains 55412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174208.000000 Penalty: 95718.617188
Iteration 265Q: 30 clusters Score -1.101742e+08 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44543 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 29841 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12073 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 20823 members 
Mstep: Class 14 contains 29296 members 
Mstep: Class 15 contains 14769 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47011 members 
Mstep: Class 19 contains 10234 members 
Mstep: Class 20 contains 15725 members 
Mstep: Class 21 contains 44672 members 
Mstep: Class 22 contains 21410 members 
Mstep: Class 23 contains 28162 members 
Mstep: Class 24 contains 32730 members 
Mstep: Class 25 contains 58742 members 
Mstep: Class 26 contains 46631 members 
Mstep: Class 27 contains 17756 members 
Mstep: Class 28 contains 46740 members 
Mstep: Class 29 contains 55930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173000.000000 Penalty: 95718.617188
Iteration 266Q: 30 clusters Score -1.10173e+08 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 44822 members 
Mstep: Class 7 contains 14657 members 
Mstep: Class 8 contains 29699 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12073 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 20760 members 
Mstep: Class 14 contains 29263 members 
Mstep: Class 15 contains 14389 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47224 members 
Mstep: Class 19 contains 10231 members 
Mstep: Class 20 contains 15659 members 
Mstep: Class 21 contains 45115 members 
Mstep: Class 22 contains 20326 members 
Mstep: Class 23 contains 28573 members 
Mstep: Class 24 contains 31701 members 
Mstep: Class 25 contains 59392 members 
Mstep: Class 26 contains 46568 members 
Mstep: Class 27 contains 18026 members 
Mstep: Class 28 contains 46839 members 
Mstep: Class 29 contains 56510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171768.000000 Penalty: 95718.617188
Iteration 267Q: 30 clusters Score -1.101718e+08 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2988 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45098 members 
Mstep: Class 7 contains 14571 members 
Mstep: Class 8 contains 29569 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12061 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 20682 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47455 members 
Mstep: Class 19 contains 10223 members 
Mstep: Class 20 contains 15594 members 
Mstep: Class 21 contains 45456 members 
Mstep: Class 22 contains 19233 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 30661 members 
Mstep: Class 25 contains 59930 members 
Mstep: Class 26 contains 46692 members 
Mstep: Class 27 contains 18312 members 
Mstep: Class 28 contains 47010 members 
Mstep: Class 29 contains 57101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170368.000000 Penalty: 95718.617188
Iteration 268Q: 30 clusters Score -1.101704e+08 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 45369 members 
Mstep: Class 7 contains 14487 members 
Mstep: Class 8 contains 29369 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12053 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 20608 members 
Mstep: Class 14 contains 29252 members 
Mstep: Class 15 contains 13671 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47690 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 15564 members 
Mstep: Class 21 contains 45740 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 29201 members 
Mstep: Class 24 contains 29692 members 
Mstep: Class 25 contains 60278 members 
Mstep: Class 26 contains 46774 members 
Mstep: Class 27 contains 18656 members 
Mstep: Class 28 contains 47383 members 
Mstep: Class 29 contains 57674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168800.000000 Penalty: 95718.617188
Iteration 269Q: 30 clusters Score -1.101688e+08 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 45613 members 
Mstep: Class 7 contains 14423 members 
Mstep: Class 8 contains 29176 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12041 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 20565 members 
Mstep: Class 14 contains 29262 members 
Mstep: Class 15 contains 13330 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47925 members 
Mstep: Class 19 contains 10282 members 
Mstep: Class 20 contains 15562 members 
Mstep: Class 21 contains 45791 members 
Mstep: Class 22 contains 17085 members 
Mstep: Class 23 contains 29412 members 
Mstep: Class 24 contains 28842 members 
Mstep: Class 25 contains 60531 members 
Mstep: Class 26 contains 47100 members 
Mstep: Class 27 contains 18980 members 
Mstep: Class 28 contains 47723 members 
Mstep: Class 29 contains 58199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168856.000000 Penalty: 95718.617188
Iteration 270Q: 30 clusters Score -1.101689e+08 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2979 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 45871 members 
Mstep: Class 7 contains 14372 members 
Mstep: Class 8 contains 29008 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12025 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 20539 members 
Mstep: Class 14 contains 29260 members 
Mstep: Class 15 contains 13024 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48164 members 
Mstep: Class 19 contains 10324 members 
Mstep: Class 20 contains 15560 members 
Mstep: Class 21 contains 46044 members 
Mstep: Class 22 contains 16064 members 
Mstep: Class 23 contains 29599 members 
Mstep: Class 24 contains 28086 members 
Mstep: Class 25 contains 60600 members 
Mstep: Class 26 contains 47258 members 
Mstep: Class 27 contains 19352 members 
Mstep: Class 28 contains 48066 members 
Mstep: Class 29 contains 58625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168216.000000 Penalty: 95718.617188
Iteration 271Q: 30 clusters Score -1.101682e+08 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2981 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 46164 members 
Mstep: Class 7 contains 14346 members 
Mstep: Class 8 contains 28950 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 20518 members 
Mstep: Class 14 contains 29250 members 
Mstep: Class 15 contains 12721 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48428 members 
Mstep: Class 19 contains 10374 members 
Mstep: Class 20 contains 15566 members 
Mstep: Class 21 contains 46366 members 
Mstep: Class 22 contains 15207 members 
Mstep: Class 23 contains 29810 members 
Mstep: Class 24 contains 27307 members 
Mstep: Class 25 contains 60312 members 
Mstep: Class 26 contains 47343 members 
Mstep: Class 27 contains 19792 members 
Mstep: Class 28 contains 48223 members 
Mstep: Class 29 contains 59153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167768.000000 Penalty: 95718.617188
Iteration 272Q: 30 clusters Score -1.101678e+08 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 46414 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 28863 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11998 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 20526 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 12443 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48675 members 
Mstep: Class 19 contains 10446 members 
Mstep: Class 20 contains 15565 members 
Mstep: Class 21 contains 46747 members 
Mstep: Class 22 contains 14471 members 
Mstep: Class 23 contains 29988 members 
Mstep: Class 24 contains 26570 members 
Mstep: Class 25 contains 59739 members 
Mstep: Class 26 contains 47209 members 
Mstep: Class 27 contains 20318 members 
Mstep: Class 28 contains 48404 members 
Mstep: Class 29 contains 59878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167248.000000 Penalty: 95718.617188
Iteration 273Q: 30 clusters Score -1.101672e+08 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 46626 members 
Mstep: Class 7 contains 14325 members 
Mstep: Class 8 contains 28799 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11987 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 20528 members 
Mstep: Class 14 contains 29274 members 
Mstep: Class 15 contains 12176 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48879 members 
Mstep: Class 19 contains 10507 members 
Mstep: Class 20 contains 15570 members 
Mstep: Class 21 contains 47324 members 
Mstep: Class 22 contains 13796 members 
Mstep: Class 23 contains 30268 members 
Mstep: Class 24 contains 25812 members 
Mstep: Class 25 contains 58986 members 
Mstep: Class 26 contains 46769 members 
Mstep: Class 27 contains 21040 members 
Mstep: Class 28 contains 48459 members 
Mstep: Class 29 contains 60726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110165704.000000 Penalty: 95718.617188
Iteration 274Q: 30 clusters Score -1.101657e+08 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 46839 members 
Mstep: Class 7 contains 14323 members 
Mstep: Class 8 contains 28742 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11990 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 20539 members 
Mstep: Class 14 contains 29286 members 
Mstep: Class 15 contains 11955 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49080 members 
Mstep: Class 19 contains 10564 members 
Mstep: Class 20 contains 15570 members 
Mstep: Class 21 contains 47882 members 
Mstep: Class 22 contains 13145 members 
Mstep: Class 23 contains 30466 members 
Mstep: Class 24 contains 24988 members 
Mstep: Class 25 contains 58124 members 
Mstep: Class 26 contains 46180 members 
Mstep: Class 27 contains 21965 members 
Mstep: Class 28 contains 48425 members 
Mstep: Class 29 contains 61787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164840.000000 Penalty: 95718.617188
Iteration 275Q: 30 clusters Score -1.101648e+08 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2964 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47103 members 
Mstep: Class 7 contains 14305 members 
Mstep: Class 8 contains 28607 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12008 members 
Mstep: Class 11 contains 2378 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 29297 members 
Mstep: Class 15 contains 11739 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49298 members 
Mstep: Class 19 contains 10615 members 
Mstep: Class 20 contains 15554 members 
Mstep: Class 21 contains 48117 members 
Mstep: Class 22 contains 12524 members 
Mstep: Class 23 contains 30546 members 
Mstep: Class 24 contains 23813 members 
Mstep: Class 25 contains 57298 members 
Mstep: Class 26 contains 45654 members 
Mstep: Class 27 contains 23152 members 
Mstep: Class 28 contains 48493 members 
Mstep: Class 29 contains 63183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163792.000000 Penalty: 95718.617188
Iteration 276Q: 30 clusters Score -1.101638e+08 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2964 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 47360 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 28527 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12015 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 20583 members 
Mstep: Class 14 contains 29322 members 
Mstep: Class 15 contains 11534 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49489 members 
Mstep: Class 19 contains 10655 members 
Mstep: Class 20 contains 15556 members 
Mstep: Class 21 contains 48459 members 
Mstep: Class 22 contains 11921 members 
Mstep: Class 23 contains 30694 members 
Mstep: Class 24 contains 22662 members 
Mstep: Class 25 contains 56593 members 
Mstep: Class 26 contains 44690 members 
Mstep: Class 27 contains 24526 members 
Mstep: Class 28 contains 48499 members 
Mstep: Class 29 contains 64484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161976.000000 Penalty: 95718.617188
Iteration 277Q: 30 clusters Score -1.10162e+08 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2962 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47614 members 
Mstep: Class 7 contains 14299 members 
Mstep: Class 8 contains 28472 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 20599 members 
Mstep: Class 14 contains 29343 members 
Mstep: Class 15 contains 11343 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49629 members 
Mstep: Class 19 contains 10683 members 
Mstep: Class 20 contains 15554 members 
Mstep: Class 21 contains 48605 members 
Mstep: Class 22 contains 11405 members 
Mstep: Class 23 contains 30835 members 
Mstep: Class 24 contains 21459 members 
Mstep: Class 25 contains 56091 members 
Mstep: Class 26 contains 43688 members 
Mstep: Class 27 contains 26191 members 
Mstep: Class 28 contains 48485 members 
Mstep: Class 29 contains 65546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161272.000000 Penalty: 95718.617188
Iteration 278Q: 30 clusters Score -1.101613e+08 nChanged 8984
Entering ConstructFrom: 
Score: -110161272.000000 Penalty: 95718.617188
Entering ConstructFrom: 
Trying to split cluster 1 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -89379.906250 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -89379.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87792.328125 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -87792.33 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88314.945312 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -88314.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88665.375000 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -88665.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88815.562500 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -88815.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88903.437500 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -88903.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88997.187500 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -88997.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89014.835938 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -89014.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89025.484375 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -89025.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -89032.054688 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -89032.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89035.664062 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -89035.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89040.273438 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -89040.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89055.609375 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -89055.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89074.039062 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -89074.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89082.328125 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -89082.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89106.937500 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -89106.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89116.109375 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -89116.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89116.929688 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -89116.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89116.929688 Penalty: 3242.917236
	Iteration 17F: 3 clusters Score -89116.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50975.343750 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50975.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49535.839844 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -49535.84 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49909.972656 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49909.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50093.753906 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -50093.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50157.550781 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -50157.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50212.281250 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -50212.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50228.718750 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -50228.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50244.585938 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -50244.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50262.503906 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -50262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50276.605469 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -50276.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50281.218750 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -50281.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50281.218750 Penalty: 3059.088379
	Iteration 10F: 3 clusters Score -50281.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -21301.232422 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -21301.23 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 132 members 
Entering Unmasked Estep 
Score: -20177.714844 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -20177.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20298.589844 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -20298.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20346.914062 Penalty: 2782.298096
	Iteration 2F: 3 clusters Score -20346.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20379.273438 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -20379.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20388.361328 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -20388.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20394.701172 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -20394.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20399.242188 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -20399.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20401.675781 Penalty: 2782.298096
	Iteration 7Q: 3 clusters Score -20401.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20401.675781 Penalty: 2782.298096
	Iteration 8F: 3 clusters Score -20401.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Entering Unmasked Estep 
Score: -550189.187500 Penalty: 1981.830933
	Iteration 0F: 2 clusters Score -550189.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -546993.937500 Penalty: 3963.661865
	Iteration 0F: 3 clusters Score -546993.9 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -547603.312500 Penalty: 3963.661865
	Iteration 1F: 3 clusters Score -547603.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -547735.062500 Penalty: 3963.661865
	Iteration 2F: 3 clusters Score -547735.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -547817.375000 Penalty: 3963.661865
	Iteration 3Q: 3 clusters Score -547817.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -547869.062500 Penalty: 3963.661865
	Iteration 4Q: 3 clusters Score -547869.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -547903.437500 Penalty: 3963.661865
	Iteration 5Q: 3 clusters Score -547903.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -547927.000000 Penalty: 3963.661865
	Iteration 6Q: 3 clusters Score -547927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -547946.062500 Penalty: 3963.661865
	Iteration 7Q: 3 clusters Score -547946.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -547958.625000 Penalty: 3963.661865
	Iteration 8Q: 3 clusters Score -547958.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -547974.187500 Penalty: 3963.661865
	Iteration 9Q: 3 clusters Score -547974.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -547984.312500 Penalty: 3963.661865
	Iteration 10Q: 3 clusters Score -547984.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -547992.125000 Penalty: 3963.661865
	Iteration 11Q: 3 clusters Score -547992.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -547998.375000 Penalty: 3963.661865
	Iteration 12Q: 3 clusters Score -547998.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -548001.875000 Penalty: 3963.661865
	Iteration 13Q: 3 clusters Score -548001.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -548005.625000 Penalty: 3963.661865
	Iteration 14Q: 3 clusters Score -548005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -548008.312500 Penalty: 3963.661865
	Iteration 15Q: 3 clusters Score -548008.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -548012.125000 Penalty: 3963.661865
	Iteration 16Q: 3 clusters Score -548012.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -548014.750000 Penalty: 3963.661865
	Iteration 17Q: 3 clusters Score -548014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -548018.062500 Penalty: 3963.661865
	Iteration 18Q: 3 clusters Score -548018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -548020.937500 Penalty: 3963.661865
	Iteration 19Q: 3 clusters Score -548020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -548021.375000 Penalty: 3963.661865
	Iteration 20F: 3 clusters Score -548021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -80452.054688 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -80452.05 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 270 members 
Entering Unmasked Estep 
Score: -79016.406250 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -79016.41 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -79272.320312 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -79272.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79364.171875 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -79364.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79409.101562 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -79409.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -79444.796875 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -79444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79495.554688 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -79495.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79570.281250 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -79570.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79603.500000 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -79603.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79622.203125 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -79622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79651.921875 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -79651.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79679.117188 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -79679.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79688.492188 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -79688.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79698.515625 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -79698.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79708.750000 Penalty: 3098.068848
	Iteration 13Q: 3 clusters Score -79708.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79722.351562 Penalty: 3098.068848
	Iteration 14Q: 3 clusters Score -79722.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79735.023438 Penalty: 3098.068848
	Iteration 15Q: 3 clusters Score -79735.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -79753.476562 Penalty: 3098.068848
	Iteration 16Q: 3 clusters Score -79753.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79759.593750 Penalty: 3098.068848
	Iteration 17Q: 3 clusters Score -79759.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -79760.523438 Penalty: 3098.068848
	Iteration 18Q: 3 clusters Score -79760.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79762.164062 Penalty: 3098.068848
	Iteration 19Q: 3 clusters Score -79762.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79769.250000 Penalty: 3098.068848
	Iteration 20F: 3 clusters Score -79769.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79782.585938 Penalty: 3098.068848
	Iteration 21Q: 3 clusters Score -79782.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79800.203125 Penalty: 3098.068848
	Iteration 22Q: 3 clusters Score -79800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79809.578125 Penalty: 3098.068848
	Iteration 23Q: 3 clusters Score -79809.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79810.171875 Penalty: 3098.068848
	Iteration 24Q: 3 clusters Score -79810.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79810.171875 Penalty: 3098.068848
	Iteration 25F: 3 clusters Score -79810.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Entering Unmasked Estep 
Score: -8815818.000000 Penalty: 2672.405029
	Iteration 0F: 2 clusters Score -8815818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -8783885.000000 Penalty: 5344.810059
	Iteration 0F: 3 clusters Score -8783885 nChanged 22087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -8795790.000000 Penalty: 5344.810059
	Iteration 1F: 3 clusters Score -8795790 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -8796201.000000 Penalty: 5344.810059
	Iteration 2Q: 3 clusters Score -8796201 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -8796576.000000 Penalty: 5344.810059
	Iteration 3Q: 3 clusters Score -8796576 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -8796869.000000 Penalty: 5344.810059
	Iteration 4Q: 3 clusters Score -8796869 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -8797157.000000 Penalty: 5344.810059
	Iteration 5Q: 3 clusters Score -8797157 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -8797490.000000 Penalty: 5344.810059
	Iteration 6Q: 3 clusters Score -8797490 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -8797858.000000 Penalty: 5344.810059
	Iteration 7Q: 3 clusters Score -8797858 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -8798399.000000 Penalty: 5344.810059
	Iteration 8Q: 3 clusters Score -8798399 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -8799149.000000 Penalty: 5344.810059
	Iteration 9Q: 3 clusters Score -8799149 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -8800357.000000 Penalty: 5344.810059
	Iteration 10Q: 3 clusters Score -8800357 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -8802193.000000 Penalty: 5344.810059
	Iteration 11F: 3 clusters Score -8802193 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -8804917.000000 Penalty: 5344.810059
	Iteration 12F: 3 clusters Score -8804917 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -8808017.000000 Penalty: 5344.810059
	Iteration 13F: 3 clusters Score -8808017 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -8810805.000000 Penalty: 5344.810059
	Iteration 14Q: 3 clusters Score -8810805 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -8812361.000000 Penalty: 5344.810059
	Iteration 15Q: 3 clusters Score -8812361 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -8813038.000000 Penalty: 5344.810059
	Iteration 16Q: 3 clusters Score -8813038 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -8813399.000000 Penalty: 5344.810059
	Iteration 17Q: 3 clusters Score -8813399 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -8813604.000000 Penalty: 5344.810059
	Iteration 18Q: 3 clusters Score -8813604 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -8813719.000000 Penalty: 5344.810059
	Iteration 19Q: 3 clusters Score -8813719 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -8813778.000000 Penalty: 5344.810059
	Iteration 20F: 3 clusters Score -8813778 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -8813804.000000 Penalty: 5344.810059
	Iteration 21Q: 3 clusters Score -8813804 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -8813870.000000 Penalty: 5344.810059
	Iteration 22Q: 3 clusters Score -8813870 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -8813882.000000 Penalty: 5344.810059
	Iteration 23Q: 3 clusters Score -8813882 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -8813905.000000 Penalty: 5344.810059
	Iteration 24Q: 3 clusters Score -8813905 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -8813909.000000 Penalty: 5344.810059
	Iteration 25Q: 3 clusters Score -8813909 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8813912.000000 Penalty: 5344.810059
	Iteration 26Q: 3 clusters Score -8813912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -8813909.000000 Penalty: 5344.810059
	Iteration 27Q: 3 clusters Score -8813909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -8813919.000000 Penalty: 5344.810059
	Iteration 28Q: 3 clusters Score -8813919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -8813938.000000 Penalty: 5344.810059
	Iteration 29Q: 3 clusters Score -8813938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8813923.000000 Penalty: 5344.810059
	Iteration 30Q: 3 clusters Score -8813923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -8813921.000000 Penalty: 5344.810059
	Iteration 31Q: 3 clusters Score -8813921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -8813910.000000 Penalty: 5344.810059
	Iteration 32Q: 3 clusters Score -8813910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -8813918.000000 Penalty: 5344.810059
	Iteration 33Q: 3 clusters Score -8813918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -8813908.000000 Penalty: 5344.810059
	Iteration 34Q: 3 clusters Score -8813908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -8813931.000000 Penalty: 5344.810059
	Iteration 35Q: 3 clusters Score -8813931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -8813930.000000 Penalty: 5344.810059
	Iteration 36Q: 3 clusters Score -8813930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -8813936.000000 Penalty: 5344.810059
	Iteration 37Q: 3 clusters Score -8813936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -8813939.000000 Penalty: 5344.810059
	Iteration 38Q: 3 clusters Score -8813939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -8813951.000000 Penalty: 5344.810059
	Iteration 39Q: 3 clusters Score -8813951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -8813950.000000 Penalty: 5344.810059
	Iteration 40F: 3 clusters Score -8813950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -8813932.000000 Penalty: 5344.810059
	Iteration 41Q: 3 clusters Score -8813932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -8813946.000000 Penalty: 5344.810059
	Iteration 42Q: 3 clusters Score -8813946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -8813948.000000 Penalty: 5344.810059
	Iteration 43Q: 3 clusters Score -8813948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -8813948.000000 Penalty: 5344.810059
	Iteration 44Q: 3 clusters Score -8813948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -8813949.000000 Penalty: 5344.810059
	Iteration 45Q: 3 clusters Score -8813949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -8813943.000000 Penalty: 5344.810059
	Iteration 46Q: 3 clusters Score -8813943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -8813946.000000 Penalty: 5344.810059
	Iteration 47Q: 3 clusters Score -8813946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -8813947.000000 Penalty: 5344.810059
	Iteration 48Q: 3 clusters Score -8813947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -8813945.000000 Penalty: 5344.810059
	Iteration 49Q: 3 clusters Score -8813945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -8813954.000000 Penalty: 5344.810059
	Iteration 50Q: 3 clusters Score -8813954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -8813954.000000 Penalty: 5344.810059
	Iteration 51Q: 3 clusters Score -8813954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -8813954.000000 Penalty: 5344.810059
	Iteration 52Q: 3 clusters Score -8813954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -8813948.000000 Penalty: 5344.810059
	Iteration 53Q: 3 clusters Score -8813948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -8813955.000000 Penalty: 5344.810059
	Iteration 54Q: 3 clusters Score -8813955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -8813956.000000 Penalty: 5344.810059
	Iteration 55Q: 3 clusters Score -8813956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -8813945.000000 Penalty: 5344.810059
	Iteration 56Q: 3 clusters Score -8813945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -8813947.000000 Penalty: 5344.810059
	Iteration 57Q: 3 clusters Score -8813947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -8813936.000000 Penalty: 5344.810059
	Iteration 58Q: 3 clusters Score -8813936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -8813936.000000 Penalty: 5344.810059
	Iteration 59Q: 3 clusters Score -8813936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -8813932.000000 Penalty: 5344.810059
	Iteration 60F: 3 clusters Score -8813932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -8813938.000000 Penalty: 5344.810059
	Iteration 61Q: 3 clusters Score -8813938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -8813933.000000 Penalty: 5344.810059
	Iteration 62Q: 3 clusters Score -8813933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -8813939.000000 Penalty: 5344.810059
	Iteration 63Q: 3 clusters Score -8813939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -8813936.000000 Penalty: 5344.810059
	Iteration 64Q: 3 clusters Score -8813936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -8813941.000000 Penalty: 5344.810059
	Iteration 65Q: 3 clusters Score -8813941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -8813942.000000 Penalty: 5344.810059
	Iteration 66Q: 3 clusters Score -8813942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8813942.000000 Penalty: 5344.810059
	Iteration 67Q: 3 clusters Score -8813942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -8813948.000000 Penalty: 5344.810059
	Iteration 68Q: 3 clusters Score -8813948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -8813949.000000 Penalty: 5344.810059
	Iteration 69Q: 3 clusters Score -8813949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -8813949.000000 Penalty: 5344.810059
	Iteration 70F: 3 clusters Score -8813949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Entering Unmasked Estep 
Score: -2663108.250000 Penalty: 2372.729004
	Iteration 0F: 2 clusters Score -2663108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2652671.500000 Penalty: 4745.458008
	Iteration 0F: 3 clusters Score -2652672 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2655858.250000 Penalty: 4745.458008
	Iteration 1F: 3 clusters Score -2655858 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2656146.500000 Penalty: 4745.458008
	Iteration 2F: 3 clusters Score -2656146 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2656370.500000 Penalty: 4745.458008
	Iteration 3Q: 3 clusters Score -2656370 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2656534.750000 Penalty: 4745.458008
	Iteration 4Q: 3 clusters Score -2656535 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2656666.750000 Penalty: 4745.458008
	Iteration 5Q: 3 clusters Score -2656667 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2656766.250000 Penalty: 4745.458008
	Iteration 6Q: 3 clusters Score -2656766 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2656826.500000 Penalty: 4745.458008
	Iteration 7Q: 3 clusters Score -2656826 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2656902.000000 Penalty: 4745.458008
	Iteration 8Q: 3 clusters Score -2656902 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2656937.000000 Penalty: 4745.458008
	Iteration 9Q: 3 clusters Score -2656937 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2656987.500000 Penalty: 4745.458008
	Iteration 10Q: 3 clusters Score -2656988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2657016.000000 Penalty: 4745.458008
	Iteration 11Q: 3 clusters Score -2657016 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2657026.500000 Penalty: 4745.458008
	Iteration 12Q: 3 clusters Score -2657026 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2657058.500000 Penalty: 4745.458008
	Iteration 13Q: 3 clusters Score -2657058 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2657070.250000 Penalty: 4745.458008
	Iteration 14Q: 3 clusters Score -2657070 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2657096.500000 Penalty: 4745.458008
	Iteration 15Q: 3 clusters Score -2657096 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2657106.000000 Penalty: 4745.458008
	Iteration 16Q: 3 clusters Score -2657106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2657125.750000 Penalty: 4745.458008
	Iteration 17Q: 3 clusters Score -2657126 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2657143.250000 Penalty: 4745.458008
	Iteration 18Q: 3 clusters Score -2657143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2657163.250000 Penalty: 4745.458008
	Iteration 19Q: 3 clusters Score -2657163 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2657177.250000 Penalty: 4745.458008
	Iteration 20F: 3 clusters Score -2657177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2657187.250000 Penalty: 4745.458008
	Iteration 21Q: 3 clusters Score -2657187 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2657206.000000 Penalty: 4745.458008
	Iteration 22Q: 3 clusters Score -2657206 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2657215.250000 Penalty: 4745.458008
	Iteration 23Q: 3 clusters Score -2657215 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2657225.000000 Penalty: 4745.458008
	Iteration 24Q: 3 clusters Score -2657225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2657236.250000 Penalty: 4745.458008
	Iteration 25Q: 3 clusters Score -2657236 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2657261.250000 Penalty: 4745.458008
	Iteration 26Q: 3 clusters Score -2657261 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2657276.500000 Penalty: 4745.458008
	Iteration 27Q: 3 clusters Score -2657276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2657296.000000 Penalty: 4745.458008
	Iteration 28Q: 3 clusters Score -2657296 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2657319.750000 Penalty: 4745.458008
	Iteration 29Q: 3 clusters Score -2657320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2657344.000000 Penalty: 4745.458008
	Iteration 30Q: 3 clusters Score -2657344 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2657371.000000 Penalty: 4745.458008
	Iteration 31Q: 3 clusters Score -2657371 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2657420.500000 Penalty: 4745.458008
	Iteration 32Q: 3 clusters Score -2657420 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2657468.000000 Penalty: 4745.458008
	Iteration 33Q: 3 clusters Score -2657468 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2657541.500000 Penalty: 4745.458008
	Iteration 34Q: 3 clusters Score -2657542 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2657623.000000 Penalty: 4745.458008
	Iteration 35Q: 3 clusters Score -2657623 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2657761.000000 Penalty: 4745.458008
	Iteration 36Q: 3 clusters Score -2657761 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2657962.750000 Penalty: 4745.458008
	Iteration 37Q: 3 clusters Score -2657963 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2658247.750000 Penalty: 4745.458008
	Iteration 38Q: 3 clusters Score -2658248 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2658625.500000 Penalty: 4745.458008
	Iteration 39Q: 3 clusters Score -2658626 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2659087.250000 Penalty: 4745.458008
	Iteration 40F: 3 clusters Score -2659087 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2659566.250000 Penalty: 4745.458008
	Iteration 41Q: 3 clusters Score -2659566 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2659979.500000 Penalty: 4745.458008
	Iteration 42Q: 3 clusters Score -2659980 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2660321.250000 Penalty: 4745.458008
	Iteration 43Q: 3 clusters Score -2660321 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2660564.250000 Penalty: 4745.458008
	Iteration 44Q: 3 clusters Score -2660564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2660704.500000 Penalty: 4745.458008
	Iteration 45Q: 3 clusters Score -2660704 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2660792.000000 Penalty: 4745.458008
	Iteration 46Q: 3 clusters Score -2660792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2660848.750000 Penalty: 4745.458008
	Iteration 47Q: 3 clusters Score -2660849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2660895.000000 Penalty: 4745.458008
	Iteration 48Q: 3 clusters Score -2660895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2660929.250000 Penalty: 4745.458008
	Iteration 49Q: 3 clusters Score -2660929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2660957.250000 Penalty: 4745.458008
	Iteration 50Q: 3 clusters Score -2660957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2660980.500000 Penalty: 4745.458008
	Iteration 51Q: 3 clusters Score -2660980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2660990.000000 Penalty: 4745.458008
	Iteration 52Q: 3 clusters Score -2660990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2660998.250000 Penalty: 4745.458008
	Iteration 53Q: 3 clusters Score -2660998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2661002.000000 Penalty: 4745.458008
	Iteration 54Q: 3 clusters Score -2661002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2661004.500000 Penalty: 4745.458008
	Iteration 55Q: 3 clusters Score -2661004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2661003.000000 Penalty: 4745.458008
	Iteration 56Q: 3 clusters Score -2661003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2661009.750000 Penalty: 4745.458008
	Iteration 57Q: 3 clusters Score -2661010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2661011.750000 Penalty: 4745.458008
	Iteration 58Q: 3 clusters Score -2661012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2661011.750000 Penalty: 4745.458008
	Iteration 59F: 3 clusters Score -2661012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Entering Unmasked Estep 
Score: -5291465.000000 Penalty: 2543.245850
	Iteration 0F: 2 clusters Score -5291465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -5271978.500000 Penalty: 5086.491699
	Iteration 0F: 3 clusters Score -5271978 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -5278705.000000 Penalty: 5086.491699
	Iteration 1F: 3 clusters Score -5278705 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5279131.500000 Penalty: 5086.491699
	Iteration 2Q: 3 clusters Score -5279132 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -5279544.500000 Penalty: 5086.491699
	Iteration 3Q: 3 clusters Score -5279544 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -5280070.000000 Penalty: 5086.491699
	Iteration 4Q: 3 clusters Score -5280070 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -5280828.500000 Penalty: 5086.491699
	Iteration 5F: 3 clusters Score -5280828 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -5281918.500000 Penalty: 5086.491699
	Iteration 6F: 3 clusters Score -5281918 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -5283381.000000 Penalty: 5086.491699
	Iteration 7F: 3 clusters Score -5283381 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5285318.500000 Penalty: 5086.491699
	Iteration 8F: 3 clusters Score -5285318 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -5287354.500000 Penalty: 5086.491699
	Iteration 9F: 3 clusters Score -5287354 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5288941.500000 Penalty: 5086.491699
	Iteration 10F: 3 clusters Score -5288942 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -5289552.000000 Penalty: 5086.491699
	Iteration 11Q: 3 clusters Score -5289552 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -5289775.500000 Penalty: 5086.491699
	Iteration 12Q: 3 clusters Score -5289776 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -5289838.000000 Penalty: 5086.491699
	Iteration 13Q: 3 clusters Score -5289838 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -5289883.500000 Penalty: 5086.491699
	Iteration 14Q: 3 clusters Score -5289884 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -5289918.000000 Penalty: 5086.491699
	Iteration 15Q: 3 clusters Score -5289918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -5289920.000000 Penalty: 5086.491699
	Iteration 16Q: 3 clusters Score -5289920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -5289932.000000 Penalty: 5086.491699
	Iteration 17Q: 3 clusters Score -5289932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -5289951.500000 Penalty: 5086.491699
	Iteration 18Q: 3 clusters Score -5289952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -5289961.000000 Penalty: 5086.491699
	Iteration 19Q: 3 clusters Score -5289961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -5289969.000000 Penalty: 5086.491699
	Iteration 20F: 3 clusters Score -5289969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -5289978.500000 Penalty: 5086.491699
	Iteration 21Q: 3 clusters Score -5289978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -5289984.500000 Penalty: 5086.491699
	Iteration 22Q: 3 clusters Score -5289984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -5289988.500000 Penalty: 5086.491699
	Iteration 23Q: 3 clusters Score -5289988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -5289990.500000 Penalty: 5086.491699
	Iteration 24Q: 3 clusters Score -5289990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -5289997.500000 Penalty: 5086.491699
	Iteration 25Q: 3 clusters Score -5289998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -5290000.000000 Penalty: 5086.491699
	Iteration 26Q: 3 clusters Score -5290000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -5289998.500000 Penalty: 5086.491699
	Iteration 27Q: 3 clusters Score -5289998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -5290002.500000 Penalty: 5086.491699
	Iteration 28Q: 3 clusters Score -5290002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -5289999.500000 Penalty: 5086.491699
	Iteration 29Q: 3 clusters Score -5290000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -5289995.500000 Penalty: 5086.491699
	Iteration 30Q: 3 clusters Score -5289996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -5290001.500000 Penalty: 5086.491699
	Iteration 31Q: 3 clusters Score -5290002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -5290001.500000 Penalty: 5086.491699
	Iteration 32F: 3 clusters Score -5290002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -187341.171875 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -187341.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -185337.656250 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -185337.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -185777.484375 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -185777.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -185963.234375 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -185963.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -186186.828125 Penalty: 3489.056396
	Iteration 3F: 3 clusters Score -186186.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -186358.265625 Penalty: 3489.056396
	Iteration 4F: 3 clusters Score -186358.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -186443.296875 Penalty: 3489.056396
	Iteration 5Q: 3 clusters Score -186443.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -186507.968750 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -186508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -186551.250000 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -186551.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -186580.171875 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -186580.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -186601.109375 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -186601.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -186626.750000 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -186626.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -186648.515625 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -186648.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -186664.203125 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -186664.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -186678.781250 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -186678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -186683.828125 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -186683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -186688.687500 Penalty: 3489.056396
	Iteration 15Q: 3 clusters Score -186688.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -186691.687500 Penalty: 3489.056396
	Iteration 16Q: 3 clusters Score -186691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -186694.546875 Penalty: 3489.056396
	Iteration 17Q: 3 clusters Score -186694.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -186694.546875 Penalty: 3489.056396
	Iteration 18F: 3 clusters Score -186694.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Entering Unmasked Estep 
Score: -2222900.500000 Penalty: 2329.875732
	Iteration 0F: 2 clusters Score -2222900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2213914.500000 Penalty: 4659.751465
	Iteration 0F: 3 clusters Score -2213914 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2216566.250000 Penalty: 4659.751465
	Iteration 1F: 3 clusters Score -2216566 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2216835.000000 Penalty: 4659.751465
	Iteration 2F: 3 clusters Score -2216835 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2217059.000000 Penalty: 4659.751465
	Iteration 3Q: 3 clusters Score -2217059 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2217328.500000 Penalty: 4659.751465
	Iteration 4Q: 3 clusters Score -2217328 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2217671.250000 Penalty: 4659.751465
	Iteration 5Q: 3 clusters Score -2217671 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2218085.250000 Penalty: 4659.751465
	Iteration 6Q: 3 clusters Score -2218085 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2218565.000000 Penalty: 4659.751465
	Iteration 7F: 3 clusters Score -2218565 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2219082.000000 Penalty: 4659.751465
	Iteration 8F: 3 clusters Score -2219082 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2219722.500000 Penalty: 4659.751465
	Iteration 9F: 3 clusters Score -2219722 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2220415.750000 Penalty: 4659.751465
	Iteration 10F: 3 clusters Score -2220416 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2221061.750000 Penalty: 4659.751465
	Iteration 11F: 3 clusters Score -2221062 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2221480.250000 Penalty: 4659.751465
	Iteration 12Q: 3 clusters Score -2221480 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2221660.750000 Penalty: 4659.751465
	Iteration 13Q: 3 clusters Score -2221661 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2221727.250000 Penalty: 4659.751465
	Iteration 14Q: 3 clusters Score -2221727 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2221751.750000 Penalty: 4659.751465
	Iteration 15Q: 3 clusters Score -2221752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2221781.250000 Penalty: 4659.751465
	Iteration 16Q: 3 clusters Score -2221781 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2221792.000000 Penalty: 4659.751465
	Iteration 17Q: 3 clusters Score -2221792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2221814.750000 Penalty: 4659.751465
	Iteration 18Q: 3 clusters Score -2221815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2221817.000000 Penalty: 4659.751465
	Iteration 19Q: 3 clusters Score -2221817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2221817.750000 Penalty: 4659.751465
	Iteration 20F: 3 clusters Score -2221818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2221819.500000 Penalty: 4659.751465
	Iteration 21Q: 3 clusters Score -2221820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2221817.250000 Penalty: 4659.751465
	Iteration 22Q: 3 clusters Score -2221817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2221818.000000 Penalty: 4659.751465
	Iteration 23Q: 3 clusters Score -2221818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2221821.750000 Penalty: 4659.751465
	Iteration 24Q: 3 clusters Score -2221822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2221827.000000 Penalty: 4659.751465
	Iteration 25Q: 3 clusters Score -2221827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2221826.500000 Penalty: 4659.751465
	Iteration 26Q: 3 clusters Score -2221826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2221826.500000 Penalty: 4659.751465
	Iteration 27F: 3 clusters Score -2221826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -414122.656250 Penalty: 1928.164185
	Iteration 0F: 2 clusters Score -414122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -411218.937500 Penalty: 3856.328369
	Iteration 0F: 3 clusters Score -411218.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -411793.937500 Penalty: 3856.328369
	Iteration 1F: 3 clusters Score -411793.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -411972.531250 Penalty: 3856.328369
	Iteration 2F: 3 clusters Score -411972.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -412078.968750 Penalty: 3856.328369
	Iteration 3F: 3 clusters Score -412079 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -412150.312500 Penalty: 3856.328369
	Iteration 4Q: 3 clusters Score -412150.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -412216.812500 Penalty: 3856.328369
	Iteration 5Q: 3 clusters Score -412216.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -412265.031250 Penalty: 3856.328369
	Iteration 6Q: 3 clusters Score -412265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -412295.531250 Penalty: 3856.328369
	Iteration 7Q: 3 clusters Score -412295.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -412323.593750 Penalty: 3856.328369
	Iteration 8Q: 3 clusters Score -412323.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -412346.406250 Penalty: 3856.328369
	Iteration 9Q: 3 clusters Score -412346.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -412363.406250 Penalty: 3856.328369
	Iteration 10Q: 3 clusters Score -412363.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -412378.343750 Penalty: 3856.328369
	Iteration 11Q: 3 clusters Score -412378.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -412393.031250 Penalty: 3856.328369
	Iteration 12Q: 3 clusters Score -412393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -412403.281250 Penalty: 3856.328369
	Iteration 13Q: 3 clusters Score -412403.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -412413.906250 Penalty: 3856.328369
	Iteration 14Q: 3 clusters Score -412413.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -412424.781250 Penalty: 3856.328369
	Iteration 15Q: 3 clusters Score -412424.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -412434.093750 Penalty: 3856.328369
	Iteration 16Q: 3 clusters Score -412434.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -412441.843750 Penalty: 3856.328369
	Iteration 17Q: 3 clusters Score -412441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -412447.343750 Penalty: 3856.328369
	Iteration 18Q: 3 clusters Score -412447.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -412453.437500 Penalty: 3856.328369
	Iteration 19Q: 3 clusters Score -412453.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -412458.656250 Penalty: 3856.328369
	Iteration 20F: 3 clusters Score -412458.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -412463.218750 Penalty: 3856.328369
	Iteration 21Q: 3 clusters Score -412463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -412466.343750 Penalty: 3856.328369
	Iteration 22Q: 3 clusters Score -412466.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -412469.062500 Penalty: 3856.328369
	Iteration 23Q: 3 clusters Score -412469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -412470.437500 Penalty: 3856.328369
	Iteration 24Q: 3 clusters Score -412470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -412472.406250 Penalty: 3856.328369
	Iteration 25Q: 3 clusters Score -412472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -412472.906250 Penalty: 3856.328369
	Iteration 26Q: 3 clusters Score -412472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -412472.906250 Penalty: 3856.328369
	Iteration 27F: 3 clusters Score -412472.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -136279.828125 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -136279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -134527.093750 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -134527.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -134771.343750 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -134771.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -134936.968750 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -134937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -135105.140625 Penalty: 3304.280029
	Iteration 3Q: 3 clusters Score -135105.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -135277.218750 Penalty: 3304.280029
	Iteration 4F: 3 clusters Score -135277.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -135342.953125 Penalty: 3304.280029
	Iteration 5Q: 3 clusters Score -135343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -135384.640625 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -135384.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -135417.453125 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -135417.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135461.875000 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -135461.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -135505.765625 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -135505.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -135533.937500 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -135533.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -135547.390625 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -135547.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135561.828125 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -135561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135570.937500 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -135570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135579.421875 Penalty: 3304.280029
	Iteration 14Q: 3 clusters Score -135579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135584.875000 Penalty: 3304.280029
	Iteration 15Q: 3 clusters Score -135584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135588.593750 Penalty: 3304.280029
	Iteration 16Q: 3 clusters Score -135588.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135588.593750 Penalty: 3304.280029
	Iteration 17F: 3 clusters Score -135588.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Entering Unmasked Estep 
Score: -3813966.000000 Penalty: 2463.828613
	Iteration 0F: 2 clusters Score -3813966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3799500.000000 Penalty: 4927.657227
	Iteration 0F: 3 clusters Score -3799500 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3804281.750000 Penalty: 4927.657227
	Iteration 1F: 3 clusters Score -3804282 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3804685.000000 Penalty: 4927.657227
	Iteration 2F: 3 clusters Score -3804685 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3805126.250000 Penalty: 4927.657227
	Iteration 3Q: 3 clusters Score -3805126 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3805654.750000 Penalty: 4927.657227
	Iteration 4F: 3 clusters Score -3805655 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3806377.750000 Penalty: 4927.657227
	Iteration 5F: 3 clusters Score -3806378 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3807367.000000 Penalty: 4927.657227
	Iteration 6F: 3 clusters Score -3807367 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3808605.000000 Penalty: 4927.657227
	Iteration 7F: 3 clusters Score -3808605 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3809843.000000 Penalty: 4927.657227
	Iteration 8F: 3 clusters Score -3809843 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3810722.250000 Penalty: 4927.657227
	Iteration 9Q: 3 clusters Score -3810722 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3811212.750000 Penalty: 4927.657227
	Iteration 10Q: 3 clusters Score -3811213 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3811444.250000 Penalty: 4927.657227
	Iteration 11Q: 3 clusters Score -3811444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3811574.750000 Penalty: 4927.657227
	Iteration 12Q: 3 clusters Score -3811575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3811669.500000 Penalty: 4927.657227
	Iteration 13Q: 3 clusters Score -3811670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3811728.250000 Penalty: 4927.657227
	Iteration 14Q: 3 clusters Score -3811728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3811761.750000 Penalty: 4927.657227
	Iteration 15Q: 3 clusters Score -3811762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3811777.250000 Penalty: 4927.657227
	Iteration 16Q: 3 clusters Score -3811777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3811791.750000 Penalty: 4927.657227
	Iteration 17Q: 3 clusters Score -3811792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3811797.250000 Penalty: 4927.657227
	Iteration 18Q: 3 clusters Score -3811797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3811799.000000 Penalty: 4927.657227
	Iteration 19Q: 3 clusters Score -3811799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3811802.750000 Penalty: 4927.657227
	Iteration 20F: 3 clusters Score -3811803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3811806.000000 Penalty: 4927.657227
	Iteration 21Q: 3 clusters Score -3811806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3811806.000000 Penalty: 4927.657227
	Iteration 22F: 3 clusters Score -3811806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Entering Unmasked Estep 
Score: -5295665.500000 Penalty: 2551.289307
	Iteration 0F: 2 clusters Score -5295666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5275408.000000 Penalty: 5102.578613
	Iteration 0F: 3 clusters Score -5275408 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -5282500.000000 Penalty: 5102.578613
	Iteration 1F: 3 clusters Score -5282500 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -5282874.500000 Penalty: 5102.578613
	Iteration 2Q: 3 clusters Score -5282874 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -5283212.000000 Penalty: 5102.578613
	Iteration 3Q: 3 clusters Score -5283212 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -5283552.000000 Penalty: 5102.578613
	Iteration 4Q: 3 clusters Score -5283552 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -5283862.000000 Penalty: 5102.578613
	Iteration 5Q: 3 clusters Score -5283862 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -5284300.500000 Penalty: 5102.578613
	Iteration 6Q: 3 clusters Score -5284300 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -5285011.000000 Penalty: 5102.578613
	Iteration 7Q: 3 clusters Score -5285011 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -5286030.000000 Penalty: 5102.578613
	Iteration 8F: 3 clusters Score -5286030 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -5287523.000000 Penalty: 5102.578613
	Iteration 9F: 3 clusters Score -5287523 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -5289378.000000 Penalty: 5102.578613
	Iteration 10F: 3 clusters Score -5289378 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -5291162.000000 Penalty: 5102.578613
	Iteration 11F: 3 clusters Score -5291162 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5292309.500000 Penalty: 5102.578613
	Iteration 12Q: 3 clusters Score -5292310 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5292900.500000 Penalty: 5102.578613
	Iteration 13Q: 3 clusters Score -5292900 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -5293173.500000 Penalty: 5102.578613
	Iteration 14Q: 3 clusters Score -5293174 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5293297.500000 Penalty: 5102.578613
	Iteration 15Q: 3 clusters Score -5293298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -5293365.000000 Penalty: 5102.578613
	Iteration 16Q: 3 clusters Score -5293365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -5293400.000000 Penalty: 5102.578613
	Iteration 17Q: 3 clusters Score -5293400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -5293428.000000 Penalty: 5102.578613
	Iteration 18Q: 3 clusters Score -5293428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5293437.500000 Penalty: 5102.578613
	Iteration 19Q: 3 clusters Score -5293438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -5293439.500000 Penalty: 5102.578613
	Iteration 20F: 3 clusters Score -5293440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -5293442.500000 Penalty: 5102.578613
	Iteration 21Q: 3 clusters Score -5293442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -5293444.500000 Penalty: 5102.578613
	Iteration 22Q: 3 clusters Score -5293444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -5293450.000000 Penalty: 5102.578613
	Iteration 23Q: 3 clusters Score -5293450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -5293452.500000 Penalty: 5102.578613
	Iteration 24Q: 3 clusters Score -5293452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -5293452.500000 Penalty: 5102.578613
	Iteration 25F: 3 clusters Score -5293452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Entering Unmasked Estep 
Score: -2079125.375000 Penalty: 2311.227051
	Iteration 0F: 2 clusters Score -2079125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2070738.000000 Penalty: 4622.454102
	Iteration 0F: 3 clusters Score -2070738 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2073404.375000 Penalty: 4622.454102
	Iteration 1F: 3 clusters Score -2073404 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2074094.500000 Penalty: 4622.454102
	Iteration 2F: 3 clusters Score -2074094 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2074828.000000 Penalty: 4622.454102
	Iteration 3F: 3 clusters Score -2074828 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2075554.250000 Penalty: 4622.454102
	Iteration 4F: 3 clusters Score -2075554 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2076289.750000 Penalty: 4622.454102
	Iteration 5F: 3 clusters Score -2076290 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2076922.125000 Penalty: 4622.454102
	Iteration 6F: 3 clusters Score -2076922 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2077339.125000 Penalty: 4622.454102
	Iteration 7Q: 3 clusters Score -2077339 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2077579.750000 Penalty: 4622.454102
	Iteration 8Q: 3 clusters Score -2077580 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2077688.125000 Penalty: 4622.454102
	Iteration 9Q: 3 clusters Score -2077688 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2077750.500000 Penalty: 4622.454102
	Iteration 10Q: 3 clusters Score -2077750 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2077782.500000 Penalty: 4622.454102
	Iteration 11Q: 3 clusters Score -2077782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2077810.875000 Penalty: 4622.454102
	Iteration 12Q: 3 clusters Score -2077811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2077829.625000 Penalty: 4622.454102
	Iteration 13Q: 3 clusters Score -2077830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2077843.000000 Penalty: 4622.454102
	Iteration 14Q: 3 clusters Score -2077843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2077852.250000 Penalty: 4622.454102
	Iteration 15Q: 3 clusters Score -2077852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2077860.250000 Penalty: 4622.454102
	Iteration 16Q: 3 clusters Score -2077860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2077863.875000 Penalty: 4622.454102
	Iteration 17Q: 3 clusters Score -2077864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2077865.875000 Penalty: 4622.454102
	Iteration 18Q: 3 clusters Score -2077866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2077865.500000 Penalty: 4622.454102
	Iteration 19Q: 3 clusters Score -2077866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2077870.000000 Penalty: 4622.454102
	Iteration 20F: 3 clusters Score -2077870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2077873.375000 Penalty: 4622.454102
	Iteration 21Q: 3 clusters Score -2077873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2077872.125000 Penalty: 4622.454102
	Iteration 22Q: 3 clusters Score -2077872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2077875.375000 Penalty: 4622.454102
	Iteration 23Q: 3 clusters Score -2077875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2077884.750000 Penalty: 4622.454102
	Iteration 24Q: 3 clusters Score -2077885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2077884.875000 Penalty: 4622.454102
	Iteration 25Q: 3 clusters Score -2077885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2077889.000000 Penalty: 4622.454102
	Iteration 26Q: 3 clusters Score -2077889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2077894.375000 Penalty: 4622.454102
	Iteration 27Q: 3 clusters Score -2077894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2077895.375000 Penalty: 4622.454102
	Iteration 28Q: 3 clusters Score -2077895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2077898.750000 Penalty: 4622.454102
	Iteration 29Q: 3 clusters Score -2077899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2077898.875000 Penalty: 4622.454102
	Iteration 30Q: 3 clusters Score -2077899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2077899.500000 Penalty: 4622.454102
	Iteration 31Q: 3 clusters Score -2077900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2077898.625000 Penalty: 4622.454102
	Iteration 32Q: 3 clusters Score -2077899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2077901.000000 Penalty: 4622.454102
	Iteration 33Q: 3 clusters Score -2077901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2077901.500000 Penalty: 4622.454102
	Iteration 34Q: 3 clusters Score -2077902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2077902.875000 Penalty: 4622.454102
	Iteration 35Q: 3 clusters Score -2077903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2077902.875000 Penalty: 4622.454102
	Iteration 36F: 3 clusters Score -2077903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -145121.750000 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -145121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143347.234375 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -143347.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -143747.984375 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -143748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -144029.359375 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -144029.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -144293.187500 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -144293.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144389.718750 Penalty: 3343.297607
	Iteration 4F: 3 clusters Score -144389.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144454.656250 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -144454.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144528.031250 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -144528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144584.843750 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -144584.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144639.437500 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -144639.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144661.140625 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -144661.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144673.156250 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -144673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144676.046875 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -144676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -144676.656250 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -144676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -144678.531250 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -144678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -144680.187500 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -144680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -144680.187500 Penalty: 3343.297607
	Iteration 15F: 3 clusters Score -144680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -99154.531250 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -99154.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97498.031250 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -97498.03 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97824.734375 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -97824.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97942.804688 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -97942.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98015.054688 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -98015.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -98048.195312 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -98048.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -98078.867188 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -98078.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98093.976562 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -98093.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98105.156250 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -98105.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98122.250000 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98122.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98138.546875 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98138.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98156.007812 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98156.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98174.523438 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98174.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98191.515625 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -98191.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -98199.953125 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -98199.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -98202.695312 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -98202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -98205.453125 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -98205.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -98206.781250 Penalty: 3225.383789
	Iteration 16Q: 3 clusters Score -98206.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -98207.304688 Penalty: 3225.383789
	Iteration 17Q: 3 clusters Score -98207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -98207.304688 Penalty: 3225.383789
	Iteration 18F: 3 clusters Score -98207.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Entering Unmasked Estep 
Score: -9275589.000000 Penalty: 2682.026855
	Iteration 0F: 2 clusters Score -9275589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -9244725.000000 Penalty: 5364.053711
	Iteration 0F: 3 clusters Score -9244725 nChanged 22952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -9257093.000000 Penalty: 5364.053711
	Iteration 1F: 3 clusters Score -9257093 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -9257643.000000 Penalty: 5364.053711
	Iteration 2Q: 3 clusters Score -9257643 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -9258258.000000 Penalty: 5364.053711
	Iteration 3Q: 3 clusters Score -9258258 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -9259011.000000 Penalty: 5364.053711
	Iteration 4Q: 3 clusters Score -9259011 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -9260169.000000 Penalty: 5364.053711
	Iteration 5F: 3 clusters Score -9260169 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -9262237.000000 Penalty: 5364.053711
	Iteration 6F: 3 clusters Score -9262237 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -9265282.000000 Penalty: 5364.053711
	Iteration 7F: 3 clusters Score -9265282 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -9268869.000000 Penalty: 5364.053711
	Iteration 8F: 3 clusters Score -9268869 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -9271579.000000 Penalty: 5364.053711
	Iteration 9F: 3 clusters Score -9271579 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9272659.000000 Penalty: 5364.053711
	Iteration 10Q: 3 clusters Score -9272659 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9272943.000000 Penalty: 5364.053711
	Iteration 11Q: 3 clusters Score -9272943 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9273089.000000 Penalty: 5364.053711
	Iteration 12Q: 3 clusters Score -9273089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9273152.000000 Penalty: 5364.053711
	Iteration 13Q: 3 clusters Score -9273152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9273201.000000 Penalty: 5364.053711
	Iteration 14Q: 3 clusters Score -9273201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9273241.000000 Penalty: 5364.053711
	Iteration 15Q: 3 clusters Score -9273241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9273259.000000 Penalty: 5364.053711
	Iteration 16Q: 3 clusters Score -9273259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9273268.000000 Penalty: 5364.053711
	Iteration 17Q: 3 clusters Score -9273268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9273264.000000 Penalty: 5364.053711
	Iteration 18Q: 3 clusters Score -9273264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9273264.000000 Penalty: 5364.053711
	Iteration 19Q: 3 clusters Score -9273264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9273274.000000 Penalty: 5364.053711
	Iteration 20F: 3 clusters Score -9273274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9273283.000000 Penalty: 5364.053711
	Iteration 21Q: 3 clusters Score -9273283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9273287.000000 Penalty: 5364.053711
	Iteration 22Q: 3 clusters Score -9273287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9273287.000000 Penalty: 5364.053711
	Iteration 23F: 3 clusters Score -9273287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Entering Unmasked Estep 
Score: -1996244.125000 Penalty: 2301.314453
	Iteration 0F: 2 clusters Score -1996244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1988107.875000 Penalty: 4602.628906
	Iteration 0F: 3 clusters Score -1988108 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1990410.250000 Penalty: 4602.628906
	Iteration 1F: 3 clusters Score -1990410 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1990708.000000 Penalty: 4602.628906
	Iteration 2F: 3 clusters Score -1990708 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1990929.000000 Penalty: 4602.628906
	Iteration 3Q: 3 clusters Score -1990929 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1991089.250000 Penalty: 4602.628906
	Iteration 4Q: 3 clusters Score -1991089 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1991240.125000 Penalty: 4602.628906
	Iteration 5Q: 3 clusters Score -1991240 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1991388.750000 Penalty: 4602.628906
	Iteration 6Q: 3 clusters Score -1991389 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1991566.375000 Penalty: 4602.628906
	Iteration 7Q: 3 clusters Score -1991566 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1991770.125000 Penalty: 4602.628906
	Iteration 8Q: 3 clusters Score -1991770 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1991986.125000 Penalty: 4602.628906
	Iteration 9Q: 3 clusters Score -1991986 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1992209.375000 Penalty: 4602.628906
	Iteration 10Q: 3 clusters Score -1992209 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1992441.000000 Penalty: 4602.628906
	Iteration 11Q: 3 clusters Score -1992441 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1992713.375000 Penalty: 4602.628906
	Iteration 12Q: 3 clusters Score -1992713 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1992966.250000 Penalty: 4602.628906
	Iteration 13Q: 3 clusters Score -1992966 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1993190.000000 Penalty: 4602.628906
	Iteration 14Q: 3 clusters Score -1993190 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1993403.875000 Penalty: 4602.628906
	Iteration 15Q: 3 clusters Score -1993404 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1993586.625000 Penalty: 4602.628906
	Iteration 16Q: 3 clusters Score -1993587 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1993741.125000 Penalty: 4602.628906
	Iteration 17Q: 3 clusters Score -1993741 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1993854.750000 Penalty: 4602.628906
	Iteration 18Q: 3 clusters Score -1993855 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1993939.000000 Penalty: 4602.628906
	Iteration 19Q: 3 clusters Score -1993939 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1994002.375000 Penalty: 4602.628906
	Iteration 20F: 3 clusters Score -1994002 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1994061.875000 Penalty: 4602.628906
	Iteration 21Q: 3 clusters Score -1994062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1994104.250000 Penalty: 4602.628906
	Iteration 22Q: 3 clusters Score -1994104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1994147.375000 Penalty: 4602.628906
	Iteration 23Q: 3 clusters Score -1994147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1994169.500000 Penalty: 4602.628906
	Iteration 24Q: 3 clusters Score -1994170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1994188.625000 Penalty: 4602.628906
	Iteration 25Q: 3 clusters Score -1994189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1994205.500000 Penalty: 4602.628906
	Iteration 26Q: 3 clusters Score -1994206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1994220.000000 Penalty: 4602.628906
	Iteration 27Q: 3 clusters Score -1994220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1994223.875000 Penalty: 4602.628906
	Iteration 28Q: 3 clusters Score -1994224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1994229.125000 Penalty: 4602.628906
	Iteration 29Q: 3 clusters Score -1994229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1994237.375000 Penalty: 4602.628906
	Iteration 30Q: 3 clusters Score -1994237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1994243.875000 Penalty: 4602.628906
	Iteration 31Q: 3 clusters Score -1994244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1994249.000000 Penalty: 4602.628906
	Iteration 32Q: 3 clusters Score -1994249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1994250.500000 Penalty: 4602.628906
	Iteration 33Q: 3 clusters Score -1994250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1994251.500000 Penalty: 4602.628906
	Iteration 34Q: 3 clusters Score -1994252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1994251.000000 Penalty: 4602.628906
	Iteration 35Q: 3 clusters Score -1994251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1994255.250000 Penalty: 4602.628906
	Iteration 36Q: 3 clusters Score -1994255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1994254.750000 Penalty: 4602.628906
	Iteration 37Q: 3 clusters Score -1994255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1994257.875000 Penalty: 4602.628906
	Iteration 38Q: 3 clusters Score -1994258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1994257.875000 Penalty: 4602.628906
	Iteration 39F: 3 clusters Score -1994258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Entering Unmasked Estep 
Score: -2867986.000000 Penalty: 2393.634277
	Iteration 0F: 2 clusters Score -2867986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2856739.500000 Penalty: 4787.268555
	Iteration 0F: 3 clusters Score -2856740 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2860336.750000 Penalty: 4787.268555
	Iteration 1F: 3 clusters Score -2860337 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2860662.500000 Penalty: 4787.268555
	Iteration 2F: 3 clusters Score -2860662 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2860885.500000 Penalty: 4787.268555
	Iteration 3Q: 3 clusters Score -2860886 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2861054.500000 Penalty: 4787.268555
	Iteration 4Q: 3 clusters Score -2861054 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2861172.250000 Penalty: 4787.268555
	Iteration 5Q: 3 clusters Score -2861172 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2861262.750000 Penalty: 4787.268555
	Iteration 6Q: 3 clusters Score -2861263 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2861365.250000 Penalty: 4787.268555
	Iteration 7Q: 3 clusters Score -2861365 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2861446.500000 Penalty: 4787.268555
	Iteration 8Q: 3 clusters Score -2861446 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2861542.250000 Penalty: 4787.268555
	Iteration 9Q: 3 clusters Score -2861542 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2861630.500000 Penalty: 4787.268555
	Iteration 10Q: 3 clusters Score -2861630 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2861730.250000 Penalty: 4787.268555
	Iteration 11Q: 3 clusters Score -2861730 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2861849.500000 Penalty: 4787.268555
	Iteration 12Q: 3 clusters Score -2861850 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2861998.750000 Penalty: 4787.268555
	Iteration 13Q: 3 clusters Score -2861999 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2862170.750000 Penalty: 4787.268555
	Iteration 14Q: 3 clusters Score -2862171 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2862419.250000 Penalty: 4787.268555
	Iteration 15Q: 3 clusters Score -2862419 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2862783.500000 Penalty: 4787.268555
	Iteration 16Q: 3 clusters Score -2862784 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2863258.500000 Penalty: 4787.268555
	Iteration 17Q: 3 clusters Score -2863258 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2863855.250000 Penalty: 4787.268555
	Iteration 18Q: 3 clusters Score -2863855 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2864392.750000 Penalty: 4787.268555
	Iteration 19Q: 3 clusters Score -2864393 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2864833.250000 Penalty: 4787.268555
	Iteration 20F: 3 clusters Score -2864833 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2865120.250000 Penalty: 4787.268555
	Iteration 21Q: 3 clusters Score -2865120 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2865298.250000 Penalty: 4787.268555
	Iteration 22Q: 3 clusters Score -2865298 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2865425.500000 Penalty: 4787.268555
	Iteration 23Q: 3 clusters Score -2865426 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2865494.250000 Penalty: 4787.268555
	Iteration 24Q: 3 clusters Score -2865494 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2865560.250000 Penalty: 4787.268555
	Iteration 25Q: 3 clusters Score -2865560 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2865627.500000 Penalty: 4787.268555
	Iteration 26Q: 3 clusters Score -2865628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2865678.500000 Penalty: 4787.268555
	Iteration 27Q: 3 clusters Score -2865678 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2865717.750000 Penalty: 4787.268555
	Iteration 28Q: 3 clusters Score -2865718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2865738.000000 Penalty: 4787.268555
	Iteration 29Q: 3 clusters Score -2865738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2865760.750000 Penalty: 4787.268555
	Iteration 30Q: 3 clusters Score -2865761 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2865772.000000 Penalty: 4787.268555
	Iteration 31Q: 3 clusters Score -2865772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2865781.750000 Penalty: 4787.268555
	Iteration 32Q: 3 clusters Score -2865782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2865798.750000 Penalty: 4787.268555
	Iteration 33Q: 3 clusters Score -2865799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2865814.500000 Penalty: 4787.268555
	Iteration 34Q: 3 clusters Score -2865814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2865816.750000 Penalty: 4787.268555
	Iteration 35Q: 3 clusters Score -2865817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2865831.000000 Penalty: 4787.268555
	Iteration 36Q: 3 clusters Score -2865831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2865834.250000 Penalty: 4787.268555
	Iteration 37Q: 3 clusters Score -2865834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2865847.250000 Penalty: 4787.268555
	Iteration 38Q: 3 clusters Score -2865847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2865855.500000 Penalty: 4787.268555
	Iteration 39Q: 3 clusters Score -2865856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2865854.500000 Penalty: 4787.268555
	Iteration 40F: 3 clusters Score -2865854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2865859.000000 Penalty: 4787.268555
	Iteration 41Q: 3 clusters Score -2865859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2865864.250000 Penalty: 4787.268555
	Iteration 42Q: 3 clusters Score -2865864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2865872.250000 Penalty: 4787.268555
	Iteration 43Q: 3 clusters Score -2865872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2865870.250000 Penalty: 4787.268555
	Iteration 44Q: 3 clusters Score -2865870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2865873.750000 Penalty: 4787.268555
	Iteration 45Q: 3 clusters Score -2865874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2865880.750000 Penalty: 4787.268555
	Iteration 46Q: 3 clusters Score -2865881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2865878.500000 Penalty: 4787.268555
	Iteration 47Q: 3 clusters Score -2865878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2865874.750000 Penalty: 4787.268555
	Iteration 48Q: 3 clusters Score -2865875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2865872.000000 Penalty: 4787.268555
	Iteration 49Q: 3 clusters Score -2865872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2865871.500000 Penalty: 4787.268555
	Iteration 50Q: 3 clusters Score -2865872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2865871.750000 Penalty: 4787.268555
	Iteration 51Q: 3 clusters Score -2865872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2865872.250000 Penalty: 4787.268555
	Iteration 52Q: 3 clusters Score -2865872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2865867.750000 Penalty: 4787.268555
	Iteration 53Q: 3 clusters Score -2865868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2865872.500000 Penalty: 4787.268555
	Iteration 54Q: 3 clusters Score -2865872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2865870.500000 Penalty: 4787.268555
	Iteration 55Q: 3 clusters Score -2865870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2865873.500000 Penalty: 4787.268555
	Iteration 56Q: 3 clusters Score -2865874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2865876.750000 Penalty: 4787.268555
	Iteration 57Q: 3 clusters Score -2865877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2865871.250000 Penalty: 4787.268555
	Iteration 58Q: 3 clusters Score -2865871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2865874.250000 Penalty: 4787.268555
	Iteration 59Q: 3 clusters Score -2865874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2865874.500000 Penalty: 4787.268555
	Iteration 60F: 3 clusters Score -2865874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2865878.750000 Penalty: 4787.268555
	Iteration 61Q: 3 clusters Score -2865879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2865877.750000 Penalty: 4787.268555
	Iteration 62Q: 3 clusters Score -2865878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2865881.250000 Penalty: 4787.268555
	Iteration 63Q: 3 clusters Score -2865881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2865876.750000 Penalty: 4787.268555
	Iteration 64Q: 3 clusters Score -2865877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2865878.500000 Penalty: 4787.268555
	Iteration 65Q: 3 clusters Score -2865878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2865885.750000 Penalty: 4787.268555
	Iteration 66Q: 3 clusters Score -2865886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2865888.250000 Penalty: 4787.268555
	Iteration 67Q: 3 clusters Score -2865888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2865883.750000 Penalty: 4787.268555
	Iteration 68Q: 3 clusters Score -2865884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2865891.750000 Penalty: 4787.268555
	Iteration 69Q: 3 clusters Score -2865892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2865895.250000 Penalty: 4787.268555
	Iteration 70Q: 3 clusters Score -2865895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2865894.000000 Penalty: 4787.268555
	Iteration 71Q: 3 clusters Score -2865894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2865895.000000 Penalty: 4787.268555
	Iteration 72Q: 3 clusters Score -2865895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2865899.500000 Penalty: 4787.268555
	Iteration 73Q: 3 clusters Score -2865900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2865901.500000 Penalty: 4787.268555
	Iteration 74Q: 3 clusters Score -2865902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2865900.250000 Penalty: 4787.268555
	Iteration 75Q: 3 clusters Score -2865900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2865899.750000 Penalty: 4787.268555
	Iteration 76Q: 3 clusters Score -2865900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2865903.250000 Penalty: 4787.268555
	Iteration 77Q: 3 clusters Score -2865903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2865913.750000 Penalty: 4787.268555
	Iteration 78Q: 3 clusters Score -2865914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2865914.250000 Penalty: 4787.268555
	Iteration 79Q: 3 clusters Score -2865914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2865916.750000 Penalty: 4787.268555
	Iteration 80F: 3 clusters Score -2865917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2865916.500000 Penalty: 4787.268555
	Iteration 81Q: 3 clusters Score -2865916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2865920.500000 Penalty: 4787.268555
	Iteration 82Q: 3 clusters Score -2865920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2865917.750000 Penalty: 4787.268555
	Iteration 83Q: 3 clusters Score -2865918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2865919.750000 Penalty: 4787.268555
	Iteration 84Q: 3 clusters Score -2865920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2865921.750000 Penalty: 4787.268555
	Iteration 85Q: 3 clusters Score -2865922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2865928.750000 Penalty: 4787.268555
	Iteration 86Q: 3 clusters Score -2865929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2865928.000000 Penalty: 4787.268555
	Iteration 87Q: 3 clusters Score -2865928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2865928.250000 Penalty: 4787.268555
	Iteration 88Q: 3 clusters Score -2865928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2865925.000000 Penalty: 4787.268555
	Iteration 89Q: 3 clusters Score -2865925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2865925.750000 Penalty: 4787.268555
	Iteration 90Q: 3 clusters Score -2865926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2865926.750000 Penalty: 4787.268555
	Iteration 91Q: 3 clusters Score -2865927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2865928.500000 Penalty: 4787.268555
	Iteration 92Q: 3 clusters Score -2865928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2865924.500000 Penalty: 4787.268555
	Iteration 93Q: 3 clusters Score -2865924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2865928.000000 Penalty: 4787.268555
	Iteration 94Q: 3 clusters Score -2865928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2865924.250000 Penalty: 4787.268555
	Iteration 95Q: 3 clusters Score -2865924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2865925.500000 Penalty: 4787.268555
	Iteration 96Q: 3 clusters Score -2865926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2865928.500000 Penalty: 4787.268555
	Iteration 97Q: 3 clusters Score -2865928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2865928.250000 Penalty: 4787.268555
	Iteration 98Q: 3 clusters Score -2865928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2865928.250000 Penalty: 4787.268555
	Iteration 99Q: 3 clusters Score -2865928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2865927.500000 Penalty: 4787.268555
	Iteration 100F: 3 clusters Score -2865928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2865931.000000 Penalty: 4787.268555
	Iteration 101Q: 3 clusters Score -2865931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2865929.500000 Penalty: 4787.268555
	Iteration 102Q: 3 clusters Score -2865930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2865931.750000 Penalty: 4787.268555
	Iteration 103Q: 3 clusters Score -2865932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2865935.500000 Penalty: 4787.268555
	Iteration 104Q: 3 clusters Score -2865936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2865933.250000 Penalty: 4787.268555
	Iteration 105Q: 3 clusters Score -2865933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2865933.250000 Penalty: 4787.268555
	Iteration 106F: 3 clusters Score -2865933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Entering Unmasked Estep 
Score: -9064205.000000 Penalty: 2675.751221
	Iteration 0F: 2 clusters Score -9064205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -9035055.000000 Penalty: 5351.502441
	Iteration 0F: 3 clusters Score -9035055 nChanged 22389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -9047560.000000 Penalty: 5351.502441
	Iteration 1F: 3 clusters Score -9047560 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -9048123.000000 Penalty: 5351.502441
	Iteration 2Q: 3 clusters Score -9048123 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -9048718.000000 Penalty: 5351.502441
	Iteration 3Q: 3 clusters Score -9048718 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -9049440.000000 Penalty: 5351.502441
	Iteration 4Q: 3 clusters Score -9049440 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -9050165.000000 Penalty: 5351.502441
	Iteration 5Q: 3 clusters Score -9050165 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -9051121.000000 Penalty: 5351.502441
	Iteration 6Q: 3 clusters Score -9051121 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -9052271.000000 Penalty: 5351.502441
	Iteration 7Q: 3 clusters Score -9052271 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -9053841.000000 Penalty: 5351.502441
	Iteration 8F: 3 clusters Score -9053841 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -9055701.000000 Penalty: 5351.502441
	Iteration 9F: 3 clusters Score -9055701 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -9057544.000000 Penalty: 5351.502441
	Iteration 10F: 3 clusters Score -9057544 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -9058997.000000 Penalty: 5351.502441
	Iteration 11Q: 3 clusters Score -9058997 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -9059858.000000 Penalty: 5351.502441
	Iteration 12Q: 3 clusters Score -9059858 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -9060512.000000 Penalty: 5351.502441
	Iteration 13Q: 3 clusters Score -9060512 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -9061040.000000 Penalty: 5351.502441
	Iteration 14Q: 3 clusters Score -9061040 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -9061669.000000 Penalty: 5351.502441
	Iteration 15Q: 3 clusters Score -9061669 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -9062204.000000 Penalty: 5351.502441
	Iteration 16Q: 3 clusters Score -9062204 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -9062789.000000 Penalty: 5351.502441
	Iteration 17Q: 3 clusters Score -9062789 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -9063349.000000 Penalty: 5351.502441
	Iteration 18Q: 3 clusters Score -9063349 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -9063688.000000 Penalty: 5351.502441
	Iteration 19Q: 3 clusters Score -9063688 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -9063966.000000 Penalty: 5351.502441
	Iteration 20F: 3 clusters Score -9063966 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -9064112.000000 Penalty: 5351.502441
	Iteration 21Q: 3 clusters Score -9064112 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9063930.000000 Penalty: 5351.502441
	Iteration 22Q: 3 clusters Score -9063930 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -9063664.000000 Penalty: 5351.502441
	Iteration 23Q: 3 clusters Score -9063664 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9063354.000000 Penalty: 5351.502441
	Iteration 24Q: 3 clusters Score -9063354 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9063177.000000 Penalty: 5351.502441
	Iteration 25Q: 3 clusters Score -9063177 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9063001.000000 Penalty: 5351.502441
	Iteration 26Q: 3 clusters Score -9063001 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9062824.000000 Penalty: 5351.502441
	Iteration 27Q: 3 clusters Score -9062824 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9062761.000000 Penalty: 5351.502441
	Iteration 28Q: 3 clusters Score -9062761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9062693.000000 Penalty: 5351.502441
	Iteration 29Q: 3 clusters Score -9062693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9062613.000000 Penalty: 5351.502441
	Iteration 30Q: 3 clusters Score -9062613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9062592.000000 Penalty: 5351.502441
	Iteration 31Q: 3 clusters Score -9062592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9062581.000000 Penalty: 5351.502441
	Iteration 32Q: 3 clusters Score -9062581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9062580.000000 Penalty: 5351.502441
	Iteration 33Q: 3 clusters Score -9062580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9062576.000000 Penalty: 5351.502441
	Iteration 34Q: 3 clusters Score -9062576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9062569.000000 Penalty: 5351.502441
	Iteration 35Q: 3 clusters Score -9062569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9062561.000000 Penalty: 5351.502441
	Iteration 36Q: 3 clusters Score -9062561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9062543.000000 Penalty: 5351.502441
	Iteration 37Q: 3 clusters Score -9062543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9062556.000000 Penalty: 5351.502441
	Iteration 38Q: 3 clusters Score -9062556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9062556.000000 Penalty: 5351.502441
	Iteration 39F: 3 clusters Score -9062556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Entering Unmasked Estep 
Score: -2048627.750000 Penalty: 2305.058350
	Iteration 0F: 2 clusters Score -2048628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2040428.125000 Penalty: 4610.116699
	Iteration 0F: 3 clusters Score -2040428 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2042791.250000 Penalty: 4610.116699
	Iteration 1F: 3 clusters Score -2042791 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2043030.500000 Penalty: 4610.116699
	Iteration 2F: 3 clusters Score -2043030 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2043183.000000 Penalty: 4610.116699
	Iteration 3Q: 3 clusters Score -2043183 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2043294.250000 Penalty: 4610.116699
	Iteration 4Q: 3 clusters Score -2043294 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2043393.875000 Penalty: 4610.116699
	Iteration 5Q: 3 clusters Score -2043394 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2043481.000000 Penalty: 4610.116699
	Iteration 6Q: 3 clusters Score -2043481 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2043544.500000 Penalty: 4610.116699
	Iteration 7Q: 3 clusters Score -2043544 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2043606.875000 Penalty: 4610.116699
	Iteration 8Q: 3 clusters Score -2043607 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2043658.125000 Penalty: 4610.116699
	Iteration 9Q: 3 clusters Score -2043658 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2043706.250000 Penalty: 4610.116699
	Iteration 10Q: 3 clusters Score -2043706 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2043778.000000 Penalty: 4610.116699
	Iteration 11Q: 3 clusters Score -2043778 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2043840.375000 Penalty: 4610.116699
	Iteration 12Q: 3 clusters Score -2043840 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2043921.625000 Penalty: 4610.116699
	Iteration 13Q: 3 clusters Score -2043922 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2044013.375000 Penalty: 4610.116699
	Iteration 14Q: 3 clusters Score -2044013 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2044141.375000 Penalty: 4610.116699
	Iteration 15Q: 3 clusters Score -2044141 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2044298.875000 Penalty: 4610.116699
	Iteration 16Q: 3 clusters Score -2044299 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2044498.875000 Penalty: 4610.116699
	Iteration 17Q: 3 clusters Score -2044499 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2044742.125000 Penalty: 4610.116699
	Iteration 18Q: 3 clusters Score -2044742 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2045034.875000 Penalty: 4610.116699
	Iteration 19Q: 3 clusters Score -2045035 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2045381.000000 Penalty: 4610.116699
	Iteration 20F: 3 clusters Score -2045381 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2045703.500000 Penalty: 4610.116699
	Iteration 21Q: 3 clusters Score -2045704 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2045967.500000 Penalty: 4610.116699
	Iteration 22Q: 3 clusters Score -2045968 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2046147.125000 Penalty: 4610.116699
	Iteration 23Q: 3 clusters Score -2046147 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2046268.125000 Penalty: 4610.116699
	Iteration 24Q: 3 clusters Score -2046268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2046362.500000 Penalty: 4610.116699
	Iteration 25Q: 3 clusters Score -2046362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2046426.750000 Penalty: 4610.116699
	Iteration 26Q: 3 clusters Score -2046427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2046477.500000 Penalty: 4610.116699
	Iteration 27Q: 3 clusters Score -2046478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2046516.125000 Penalty: 4610.116699
	Iteration 28Q: 3 clusters Score -2046516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2046541.125000 Penalty: 4610.116699
	Iteration 29Q: 3 clusters Score -2046541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2046551.750000 Penalty: 4610.116699
	Iteration 30Q: 3 clusters Score -2046552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2046563.875000 Penalty: 4610.116699
	Iteration 31Q: 3 clusters Score -2046564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2046571.875000 Penalty: 4610.116699
	Iteration 32Q: 3 clusters Score -2046572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2046575.875000 Penalty: 4610.116699
	Iteration 33Q: 3 clusters Score -2046576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2046580.125000 Penalty: 4610.116699
	Iteration 34Q: 3 clusters Score -2046580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2046581.750000 Penalty: 4610.116699
	Iteration 35Q: 3 clusters Score -2046582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2046584.250000 Penalty: 4610.116699
	Iteration 36Q: 3 clusters Score -2046584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2046585.250000 Penalty: 4610.116699
	Iteration 37Q: 3 clusters Score -2046585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2046588.000000 Penalty: 4610.116699
	Iteration 38Q: 3 clusters Score -2046588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2046590.125000 Penalty: 4610.116699
	Iteration 39Q: 3 clusters Score -2046590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2046593.125000 Penalty: 4610.116699
	Iteration 40F: 3 clusters Score -2046593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2046591.250000 Penalty: 4610.116699
	Iteration 41Q: 3 clusters Score -2046591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2046593.625000 Penalty: 4610.116699
	Iteration 42Q: 3 clusters Score -2046594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2046593.375000 Penalty: 4610.116699
	Iteration 43Q: 3 clusters Score -2046593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2046593.375000 Penalty: 4610.116699
	Iteration 44F: 3 clusters Score -2046593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Entering Unmasked Estep 
Score: -5772399.500000 Penalty: 2564.904053
	Iteration 0F: 2 clusters Score -5772400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -5751340.500000 Penalty: 5129.808105
	Iteration 0F: 3 clusters Score -5751340 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -5758789.000000 Penalty: 5129.808105
	Iteration 1F: 3 clusters Score -5758789 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -5759179.500000 Penalty: 5129.808105
	Iteration 2Q: 3 clusters Score -5759180 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -5759504.500000 Penalty: 5129.808105
	Iteration 3Q: 3 clusters Score -5759504 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -5759748.000000 Penalty: 5129.808105
	Iteration 4Q: 3 clusters Score -5759748 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5759990.000000 Penalty: 5129.808105
	Iteration 5Q: 3 clusters Score -5759990 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -5760321.000000 Penalty: 5129.808105
	Iteration 6Q: 3 clusters Score -5760321 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -5760681.000000 Penalty: 5129.808105
	Iteration 7Q: 3 clusters Score -5760681 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -5761147.500000 Penalty: 5129.808105
	Iteration 8Q: 3 clusters Score -5761148 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -5761821.500000 Penalty: 5129.808105
	Iteration 9Q: 3 clusters Score -5761822 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -5762774.000000 Penalty: 5129.808105
	Iteration 10F: 3 clusters Score -5762774 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -5764167.500000 Penalty: 5129.808105
	Iteration 11F: 3 clusters Score -5764168 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -5765832.500000 Penalty: 5129.808105
	Iteration 12F: 3 clusters Score -5765832 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -5767397.500000 Penalty: 5129.808105
	Iteration 13F: 3 clusters Score -5767398 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -5768589.500000 Penalty: 5129.808105
	Iteration 14Q: 3 clusters Score -5768590 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -5769330.500000 Penalty: 5129.808105
	Iteration 15Q: 3 clusters Score -5769330 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -5769707.000000 Penalty: 5129.808105
	Iteration 16Q: 3 clusters Score -5769707 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -5769872.000000 Penalty: 5129.808105
	Iteration 17Q: 3 clusters Score -5769872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -5769960.000000 Penalty: 5129.808105
	Iteration 18Q: 3 clusters Score -5769960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -5769999.500000 Penalty: 5129.808105
	Iteration 19Q: 3 clusters Score -5770000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5770028.500000 Penalty: 5129.808105
	Iteration 20F: 3 clusters Score -5770028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -5770049.000000 Penalty: 5129.808105
	Iteration 21Q: 3 clusters Score -5770049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -5770082.000000 Penalty: 5129.808105
	Iteration 22Q: 3 clusters Score -5770082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -5770092.000000 Penalty: 5129.808105
	Iteration 23Q: 3 clusters Score -5770092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -5770108.500000 Penalty: 5129.808105
	Iteration 24Q: 3 clusters Score -5770108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -5770123.000000 Penalty: 5129.808105
	Iteration 25Q: 3 clusters Score -5770123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5770134.500000 Penalty: 5129.808105
	Iteration 26Q: 3 clusters Score -5770134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -5770135.000000 Penalty: 5129.808105
	Iteration 27Q: 3 clusters Score -5770135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5770137.000000 Penalty: 5129.808105
	Iteration 28Q: 3 clusters Score -5770137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -5770137.000000 Penalty: 5129.808105
	Iteration 29Q: 3 clusters Score -5770137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -5770137.000000 Penalty: 5129.808105
	Iteration 30F: 3 clusters Score -5770137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Entering Unmasked Estep 
Score: -3851589.750000 Penalty: 2463.190674
	Iteration 0F: 2 clusters Score -3851590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3837036.750000 Penalty: 4926.381348
	Iteration 0F: 3 clusters Score -3837037 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3842057.250000 Penalty: 4926.381348
	Iteration 1F: 3 clusters Score -3842057 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3842520.000000 Penalty: 4926.381348
	Iteration 2F: 3 clusters Score -3842520 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3842908.000000 Penalty: 4926.381348
	Iteration 3Q: 3 clusters Score -3842908 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3843249.250000 Penalty: 4926.381348
	Iteration 4Q: 3 clusters Score -3843249 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3843525.500000 Penalty: 4926.381348
	Iteration 5Q: 3 clusters Score -3843526 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3843909.250000 Penalty: 4926.381348
	Iteration 6Q: 3 clusters Score -3843909 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3844352.500000 Penalty: 4926.381348
	Iteration 7Q: 3 clusters Score -3844352 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3844936.250000 Penalty: 4926.381348
	Iteration 8Q: 3 clusters Score -3844936 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3845645.000000 Penalty: 4926.381348
	Iteration 9F: 3 clusters Score -3845645 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3846494.500000 Penalty: 4926.381348
	Iteration 10F: 3 clusters Score -3846494 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3847358.000000 Penalty: 4926.381348
	Iteration 11F: 3 clusters Score -3847358 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3848111.250000 Penalty: 4926.381348
	Iteration 12Q: 3 clusters Score -3848111 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3848643.250000 Penalty: 4926.381348
	Iteration 13Q: 3 clusters Score -3848643 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3848978.000000 Penalty: 4926.381348
	Iteration 14Q: 3 clusters Score -3848978 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3849165.000000 Penalty: 4926.381348
	Iteration 15Q: 3 clusters Score -3849165 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3849274.000000 Penalty: 4926.381348
	Iteration 16Q: 3 clusters Score -3849274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3849345.500000 Penalty: 4926.381348
	Iteration 17Q: 3 clusters Score -3849346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3849383.750000 Penalty: 4926.381348
	Iteration 18Q: 3 clusters Score -3849384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -3849403.250000 Penalty: 4926.381348
	Iteration 19Q: 3 clusters Score -3849403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3849419.500000 Penalty: 4926.381348
	Iteration 20F: 3 clusters Score -3849420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3849419.000000 Penalty: 4926.381348
	Iteration 21Q: 3 clusters Score -3849419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3849421.000000 Penalty: 4926.381348
	Iteration 22Q: 3 clusters Score -3849421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3849430.250000 Penalty: 4926.381348
	Iteration 23Q: 3 clusters Score -3849430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3849439.500000 Penalty: 4926.381348
	Iteration 24Q: 3 clusters Score -3849440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3849444.750000 Penalty: 4926.381348
	Iteration 25Q: 3 clusters Score -3849445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3849441.500000 Penalty: 4926.381348
	Iteration 26Q: 3 clusters Score -3849442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3849441.500000 Penalty: 4926.381348
	Iteration 27F: 3 clusters Score -3849442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (55708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Entering Unmasked Estep 
Score: -10423413.000000 Penalty: 2710.114014
	Iteration 0F: 2 clusters Score -1.042341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -10392573.000000 Penalty: 5420.228027
	Iteration 0F: 3 clusters Score -1.039257e+07 nChanged 25771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -10406939.000000 Penalty: 5420.228027
	Iteration 1F: 3 clusters Score -1.040694e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -10407481.000000 Penalty: 5420.228027
	Iteration 2Q: 3 clusters Score -1.040748e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -10407940.000000 Penalty: 5420.228027
	Iteration 3Q: 3 clusters Score -1.040794e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -10408436.000000 Penalty: 5420.228027
	Iteration 4Q: 3 clusters Score -1.040844e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -10408958.000000 Penalty: 5420.228027
	Iteration 5Q: 3 clusters Score -1.040896e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -10409645.000000 Penalty: 5420.228027
	Iteration 6Q: 3 clusters Score -1.040964e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -10410452.000000 Penalty: 5420.228027
	Iteration 7Q: 3 clusters Score -1.041045e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -10411800.000000 Penalty: 5420.228027
	Iteration 8Q: 3 clusters Score -1.04118e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -10413748.000000 Penalty: 5420.228027
	Iteration 9F: 3 clusters Score -1.041375e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -10416150.000000 Penalty: 5420.228027
	Iteration 10F: 3 clusters Score -1.041615e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -10418559.000000 Penalty: 5420.228027
	Iteration 11F: 3 clusters Score -1.041856e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -10419788.000000 Penalty: 5420.228027
	Iteration 12Q: 3 clusters Score -1.041979e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -10420337.000000 Penalty: 5420.228027
	Iteration 13Q: 3 clusters Score -1.042034e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -10420899.000000 Penalty: 5420.228027
	Iteration 14Q: 3 clusters Score -1.04209e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -10421439.000000 Penalty: 5420.228027
	Iteration 15Q: 3 clusters Score -1.042144e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -10421638.000000 Penalty: 5420.228027
	Iteration 16Q: 3 clusters Score -1.042164e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -10421785.000000 Penalty: 5420.228027
	Iteration 17Q: 3 clusters Score -1.042178e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -10421748.000000 Penalty: 5420.228027
	Iteration 18Q: 3 clusters Score -1.042175e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -10421683.000000 Penalty: 5420.228027
	Iteration 19Q: 3 clusters Score -1.042168e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -10421694.000000 Penalty: 5420.228027
	Iteration 20F: 3 clusters Score -1.042169e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -10421741.000000 Penalty: 5420.228027
	Iteration 21Q: 3 clusters Score -1.042174e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -10421797.000000 Penalty: 5420.228027
	Iteration 22Q: 3 clusters Score -1.04218e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -10421762.000000 Penalty: 5420.228027
	Iteration 23Q: 3 clusters Score -1.042176e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10421728.000000 Penalty: 5420.228027
	Iteration 24Q: 3 clusters Score -1.042173e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10421765.000000 Penalty: 5420.228027
	Iteration 25Q: 3 clusters Score -1.042176e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10421775.000000 Penalty: 5420.228027
	Iteration 26Q: 3 clusters Score -1.042178e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -10421787.000000 Penalty: 5420.228027
	Iteration 27Q: 3 clusters Score -1.042179e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -10421796.000000 Penalty: 5420.228027
	Iteration 28Q: 3 clusters Score -1.04218e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -10421808.000000 Penalty: 5420.228027
	Iteration 29Q: 3 clusters Score -1.042181e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10421802.000000 Penalty: 5420.228027
	Iteration 30Q: 3 clusters Score -1.04218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10421819.000000 Penalty: 5420.228027
	Iteration 31Q: 3 clusters Score -1.042182e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10421840.000000 Penalty: 5420.228027
	Iteration 32Q: 3 clusters Score -1.042184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10421828.000000 Penalty: 5420.228027
	Iteration 33Q: 3 clusters Score -1.042183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10421822.000000 Penalty: 5420.228027
	Iteration 34Q: 3 clusters Score -1.042182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10421840.000000 Penalty: 5420.228027
	Iteration 35Q: 3 clusters Score -1.042184e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -10421844.000000 Penalty: 5420.228027
	Iteration 36Q: 3 clusters Score -1.042184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10421842.000000 Penalty: 5420.228027
	Iteration 37Q: 3 clusters Score -1.042184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -10421848.000000 Penalty: 5420.228027
	Iteration 38Q: 3 clusters Score -1.042185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10421851.000000 Penalty: 5420.228027
	Iteration 39Q: 3 clusters Score -1.042185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10421858.000000 Penalty: 5420.228027
	Iteration 40F: 3 clusters Score -1.042186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10421843.000000 Penalty: 5420.228027
	Iteration 41Q: 3 clusters Score -1.042184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10421827.000000 Penalty: 5420.228027
	Iteration 42Q: 3 clusters Score -1.042183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10421821.000000 Penalty: 5420.228027
	Iteration 43Q: 3 clusters Score -1.042182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10421830.000000 Penalty: 5420.228027
	Iteration 44Q: 3 clusters Score -1.042183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10421835.000000 Penalty: 5420.228027
	Iteration 45Q: 3 clusters Score -1.042184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10421836.000000 Penalty: 5420.228027
	Iteration 46Q: 3 clusters Score -1.042184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10421855.000000 Penalty: 5420.228027
	Iteration 47Q: 3 clusters Score -1.042186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10421847.000000 Penalty: 5420.228027
	Iteration 48Q: 3 clusters Score -1.042185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10421854.000000 Penalty: 5420.228027
	Iteration 49Q: 3 clusters Score -1.042185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10421855.000000 Penalty: 5420.228027
	Iteration 50Q: 3 clusters Score -1.042186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10421856.000000 Penalty: 5420.228027
	Iteration 51Q: 3 clusters Score -1.042186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10421864.000000 Penalty: 5420.228027
	Iteration 52Q: 3 clusters Score -1.042186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10421873.000000 Penalty: 5420.228027
	Iteration 53Q: 3 clusters Score -1.042187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -10421886.000000 Penalty: 5420.228027
	Iteration 54Q: 3 clusters Score -1.042189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10421895.000000 Penalty: 5420.228027
	Iteration 55Q: 3 clusters Score -1.04219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10421871.000000 Penalty: 5420.228027
	Iteration 56Q: 3 clusters Score -1.042187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10421871.000000 Penalty: 5420.228027
	Iteration 57Q: 3 clusters Score -1.042187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10421864.000000 Penalty: 5420.228027
	Iteration 58Q: 3 clusters Score -1.042186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10421879.000000 Penalty: 5420.228027
	Iteration 59Q: 3 clusters Score -1.042188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10421877.000000 Penalty: 5420.228027
	Iteration 60F: 3 clusters Score -1.042188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10421884.000000 Penalty: 5420.228027
	Iteration 61Q: 3 clusters Score -1.042188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10421887.000000 Penalty: 5420.228027
	Iteration 62Q: 3 clusters Score -1.042189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10421883.000000 Penalty: 5420.228027
	Iteration 63Q: 3 clusters Score -1.042188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10421893.000000 Penalty: 5420.228027
	Iteration 64Q: 3 clusters Score -1.042189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10421888.000000 Penalty: 5420.228027
	Iteration 65Q: 3 clusters Score -1.042189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10421878.000000 Penalty: 5420.228027
	Iteration 66Q: 3 clusters Score -1.042188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10421886.000000 Penalty: 5420.228027
	Iteration 67Q: 3 clusters Score -1.042189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10421888.000000 Penalty: 5420.228027
	Iteration 68Q: 3 clusters Score -1.042189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10421886.000000 Penalty: 5420.228027
	Iteration 69Q: 3 clusters Score -1.042189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10421875.000000 Penalty: 5420.228027
	Iteration 70Q: 3 clusters Score -1.042188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10421888.000000 Penalty: 5420.228027
	Iteration 71Q: 3 clusters Score -1.042189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10421891.000000 Penalty: 5420.228027
	Iteration 72Q: 3 clusters Score -1.042189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10421888.000000 Penalty: 5420.228027
	Iteration 73Q: 3 clusters Score -1.042189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10421881.000000 Penalty: 5420.228027
	Iteration 74Q: 3 clusters Score -1.042188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10421879.000000 Penalty: 5420.228027
	Iteration 75Q: 3 clusters Score -1.042188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10421880.000000 Penalty: 5420.228027
	Iteration 76Q: 3 clusters Score -1.042188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10421890.000000 Penalty: 5420.228027
	Iteration 77Q: 3 clusters Score -1.042189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10421901.000000 Penalty: 5420.228027
	Iteration 78Q: 3 clusters Score -1.04219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10421903.000000 Penalty: 5420.228027
	Iteration 79Q: 3 clusters Score -1.04219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10421919.000000 Penalty: 5420.228027
	Iteration 80F: 3 clusters Score -1.042192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10421916.000000 Penalty: 5420.228027
	Iteration 81Q: 3 clusters Score -1.042192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10421906.000000 Penalty: 5420.228027
	Iteration 82Q: 3 clusters Score -1.042191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10421916.000000 Penalty: 5420.228027
	Iteration 83Q: 3 clusters Score -1.042192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10421927.000000 Penalty: 5420.228027
	Iteration 84Q: 3 clusters Score -1.042193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10421944.000000 Penalty: 5420.228027
	Iteration 85Q: 3 clusters Score -1.042194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10421918.000000 Penalty: 5420.228027
	Iteration 86Q: 3 clusters Score -1.042192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10421920.000000 Penalty: 5420.228027
	Iteration 87Q: 3 clusters Score -1.042192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10421937.000000 Penalty: 5420.228027
	Iteration 88Q: 3 clusters Score -1.042194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10421926.000000 Penalty: 5420.228027
	Iteration 89Q: 3 clusters Score -1.042193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10421925.000000 Penalty: 5420.228027
	Iteration 90Q: 3 clusters Score -1.042192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10421926.000000 Penalty: 5420.228027
	Iteration 91Q: 3 clusters Score -1.042193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10421934.000000 Penalty: 5420.228027
	Iteration 92Q: 3 clusters Score -1.042193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10421942.000000 Penalty: 5420.228027
	Iteration 93Q: 3 clusters Score -1.042194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10421937.000000 Penalty: 5420.228027
	Iteration 94Q: 3 clusters Score -1.042194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10421933.000000 Penalty: 5420.228027
	Iteration 95Q: 3 clusters Score -1.042193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10421935.000000 Penalty: 5420.228027
	Iteration 96Q: 3 clusters Score -1.042194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10421938.000000 Penalty: 5420.228027
	Iteration 97Q: 3 clusters Score -1.042194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10421949.000000 Penalty: 5420.228027
	Iteration 98Q: 3 clusters Score -1.042195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10421945.000000 Penalty: 5420.228027
	Iteration 99Q: 3 clusters Score -1.042194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10421949.000000 Penalty: 5420.228027
	Iteration 100F: 3 clusters Score -1.042195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10421946.000000 Penalty: 5420.228027
	Iteration 101Q: 3 clusters Score -1.042195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10421954.000000 Penalty: 5420.228027
	Iteration 102Q: 3 clusters Score -1.042195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10421952.000000 Penalty: 5420.228027
	Iteration 103Q: 3 clusters Score -1.042195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10421957.000000 Penalty: 5420.228027
	Iteration 104Q: 3 clusters Score -1.042196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10421958.000000 Penalty: 5420.228027
	Iteration 105Q: 3 clusters Score -1.042196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10421949.000000 Penalty: 5420.228027
	Iteration 106Q: 3 clusters Score -1.042195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10421949.000000 Penalty: 5420.228027
	Iteration 107F: 3 clusters Score -1.042195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (42700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Entering Unmasked Estep 
Score: -7975856.000000 Penalty: 2644.164551
	Iteration 0F: 2 clusters Score -7975856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -7948044.000000 Penalty: 5288.329102
	Iteration 0F: 3 clusters Score -7948044 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -7959212.000000 Penalty: 5288.329102
	Iteration 1F: 3 clusters Score -7959212 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -7960395.500000 Penalty: 5288.329102
	Iteration 2F: 3 clusters Score -7960396 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -7962023.000000 Penalty: 5288.329102
	Iteration 3F: 3 clusters Score -7962023 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -7964565.500000 Penalty: 5288.329102
	Iteration 4F: 3 clusters Score -7964566 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -7967610.500000 Penalty: 5288.329102
	Iteration 5F: 3 clusters Score -7967610 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -7970126.500000 Penalty: 5288.329102
	Iteration 6F: 3 clusters Score -7970126 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -7971441.000000 Penalty: 5288.329102
	Iteration 7Q: 3 clusters Score -7971441 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -7972066.000000 Penalty: 5288.329102
	Iteration 8Q: 3 clusters Score -7972066 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -7972411.500000 Penalty: 5288.329102
	Iteration 9Q: 3 clusters Score -7972412 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -7972673.000000 Penalty: 5288.329102
	Iteration 10Q: 3 clusters Score -7972673 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -7972901.500000 Penalty: 5288.329102
	Iteration 11Q: 3 clusters Score -7972902 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -7973164.000000 Penalty: 5288.329102
	Iteration 12Q: 3 clusters Score -7973164 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -7973249.000000 Penalty: 5288.329102
	Iteration 13Q: 3 clusters Score -7973249 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -7973412.500000 Penalty: 5288.329102
	Iteration 14Q: 3 clusters Score -7973412 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -7973506.000000 Penalty: 5288.329102
	Iteration 15Q: 3 clusters Score -7973506 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -7973540.000000 Penalty: 5288.329102
	Iteration 16Q: 3 clusters Score -7973540 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -7973581.500000 Penalty: 5288.329102
	Iteration 17Q: 3 clusters Score -7973582 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -7973604.000000 Penalty: 5288.329102
	Iteration 18Q: 3 clusters Score -7973604 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -7973576.000000 Penalty: 5288.329102
	Iteration 19Q: 3 clusters Score -7973576 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -7973545.000000 Penalty: 5288.329102
	Iteration 20F: 3 clusters Score -7973545 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -7973593.000000 Penalty: 5288.329102
	Iteration 21Q: 3 clusters Score -7973593 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -7973586.000000 Penalty: 5288.329102
	Iteration 22Q: 3 clusters Score -7973586 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -7973669.000000 Penalty: 5288.329102
	Iteration 23Q: 3 clusters Score -7973669 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -7973682.000000 Penalty: 5288.329102
	Iteration 24Q: 3 clusters Score -7973682 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -7973640.500000 Penalty: 5288.329102
	Iteration 25Q: 3 clusters Score -7973640 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -7973665.500000 Penalty: 5288.329102
	Iteration 26Q: 3 clusters Score -7973666 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -7973657.000000 Penalty: 5288.329102
	Iteration 27Q: 3 clusters Score -7973657 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -7973692.500000 Penalty: 5288.329102
	Iteration 28Q: 3 clusters Score -7973692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -7973670.000000 Penalty: 5288.329102
	Iteration 29Q: 3 clusters Score -7973670 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -7973639.000000 Penalty: 5288.329102
	Iteration 30Q: 3 clusters Score -7973639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -7973661.000000 Penalty: 5288.329102
	Iteration 31Q: 3 clusters Score -7973661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -7973663.500000 Penalty: 5288.329102
	Iteration 32Q: 3 clusters Score -7973664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -7973655.500000 Penalty: 5288.329102
	Iteration 33Q: 3 clusters Score -7973656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -7973659.000000 Penalty: 5288.329102
	Iteration 34Q: 3 clusters Score -7973659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -7973650.000000 Penalty: 5288.329102
	Iteration 35Q: 3 clusters Score -7973650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -7973659.500000 Penalty: 5288.329102
	Iteration 36Q: 3 clusters Score -7973660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -7973654.500000 Penalty: 5288.329102
	Iteration 37Q: 3 clusters Score -7973654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -7973665.000000 Penalty: 5288.329102
	Iteration 38Q: 3 clusters Score -7973665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -7973667.500000 Penalty: 5288.329102
	Iteration 39Q: 3 clusters Score -7973668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -7973658.000000 Penalty: 5288.329102
	Iteration 40F: 3 clusters Score -7973658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -7973657.500000 Penalty: 5288.329102
	Iteration 41Q: 3 clusters Score -7973658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -7973663.000000 Penalty: 5288.329102
	Iteration 42Q: 3 clusters Score -7973663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -7973654.000000 Penalty: 5288.329102
	Iteration 43Q: 3 clusters Score -7973654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -7973655.500000 Penalty: 5288.329102
	Iteration 44Q: 3 clusters Score -7973656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -7973657.500000 Penalty: 5288.329102
	Iteration 45Q: 3 clusters Score -7973658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -7973657.500000 Penalty: 5288.329102
	Iteration 46F: 3 clusters Score -7973658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Entering Unmasked Estep 
Score: -5286656.500000 Penalty: 2540.305908
	Iteration 0F: 2 clusters Score -5286656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -5267370.000000 Penalty: 5080.611816
	Iteration 0F: 3 clusters Score -5267370 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -5274225.000000 Penalty: 5080.611816
	Iteration 1F: 3 clusters Score -5274225 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -5274669.000000 Penalty: 5080.611816
	Iteration 2Q: 3 clusters Score -5274669 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -5274992.000000 Penalty: 5080.611816
	Iteration 3Q: 3 clusters Score -5274992 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -5275316.500000 Penalty: 5080.611816
	Iteration 4Q: 3 clusters Score -5275316 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -5275629.000000 Penalty: 5080.611816
	Iteration 5Q: 3 clusters Score -5275629 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -5275956.000000 Penalty: 5080.611816
	Iteration 6Q: 3 clusters Score -5275956 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5276359.000000 Penalty: 5080.611816
	Iteration 7Q: 3 clusters Score -5276359 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -5276938.000000 Penalty: 5080.611816
	Iteration 8Q: 3 clusters Score -5276938 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5277685 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5278700 nChanged 1460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5279772.500000 Penalty: 5080.611816
	Iteration 11F: 3 clusters Score -5279772 nChanged 1381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5280664 nChanged 1049
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -5281099.500000 Penalty: 5080.611816
	Iteration 13Q: 3 clusters Score -5281100 nChanged 703
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5281354 nChanged 520
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Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5281510 nChanged 444
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Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5281653 nChanged 396
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Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -5281813.500000 Penalty: 5080.611816
	Iteration 17Q: 3 clusters Score -5281814 nChanged 358
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Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5281932 nChanged 314
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Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5282015 nChanged 246
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Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5282076 nChanged 237
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Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5282142 nChanged 225
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Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -5282182.500000 Penalty: 5080.611816
	Iteration 22Q: 3 clusters Score -5282182 nChanged 174
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Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -5282210.500000 Penalty: 5080.611816
	Iteration 23Q: 3 clusters Score -5282210 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5282251.000000 Penalty: 5080.611816
	Iteration 24Q: 3 clusters Score -5282251 nChanged 173
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Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -5282261.500000 Penalty: 5080.611816
	Iteration 25Q: 3 clusters Score -5282262 nChanged 163
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Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -5282296.500000 Penalty: 5080.611816
	Iteration 26Q: 3 clusters Score -5282296 nChanged 140
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Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -5282324.500000 Penalty: 5080.611816
	Iteration 27Q: 3 clusters Score -5282324 nChanged 135
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Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5282328 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -5282367.000000 Penalty: 5080.611816
	Iteration 29Q: 3 clusters Score -5282367 nChanged 130
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Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -5282398.500000 Penalty: 5080.611816
	Iteration 30Q: 3 clusters Score -5282398 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -5282418.000000 Penalty: 5080.611816
	Iteration 31Q: 3 clusters Score -5282418 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -5282430.500000 Penalty: 5080.611816
	Iteration 32Q: 3 clusters Score -5282430 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -5282445.000000 Penalty: 5080.611816
	Iteration 33Q: 3 clusters Score -5282445 nChanged 87
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Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5282435 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -5282455.500000 Penalty: 5080.611816
	Iteration 35Q: 3 clusters Score -5282456 nChanged 60
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Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5282459.000000 Penalty: 5080.611816
	Iteration 36Q: 3 clusters Score -5282459 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -5282460.500000 Penalty: 5080.611816
	Iteration 37Q: 3 clusters Score -5282460 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5282454 nChanged 54
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Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5282467 nChanged 57
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Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -5282464.000000 Penalty: 5080.611816
	Iteration 40F: 3 clusters Score -5282464 nChanged 50
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Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -5282466.500000 Penalty: 5080.611816
	Iteration 41Q: 3 clusters Score -5282466 nChanged 56
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Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5282478 nChanged 58
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Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5282474 nChanged 47
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Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5282487 nChanged 51
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Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5282489 nChanged 49
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Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -5282502.000000 Penalty: 5080.611816
	Iteration 46Q: 3 clusters Score -5282502 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -5282508.500000 Penalty: 5080.611816
	Iteration 47Q: 3 clusters Score -5282508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -5282496.500000 Penalty: 5080.611816
	Iteration 48Q: 3 clusters Score -5282496 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -5282503.500000 Penalty: 5080.611816
	Iteration 49Q: 3 clusters Score -5282504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5282504 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -5282518.000000 Penalty: 5080.611816
	Iteration 51Q: 3 clusters Score -5282518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -5282521.000000 Penalty: 5080.611816
	Iteration 52Q: 3 clusters Score -5282521 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -5282524.000000 Penalty: 5080.611816
	Iteration 53Q: 3 clusters Score -5282524 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -5282531.000000 Penalty: 5080.611816
	Iteration 54Q: 3 clusters Score -5282531 nChanged 13
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Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -5282527.000000 Penalty: 5080.611816
	Iteration 55Q: 3 clusters Score -5282527 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -5282523.500000 Penalty: 5080.611816
	Iteration 56Q: 3 clusters Score -5282524 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -5282530.500000 Penalty: 5080.611816
	Iteration 57Q: 3 clusters Score -5282530 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -5282535.500000 Penalty: 5080.611816
	Iteration 58Q: 3 clusters Score -5282536 nChanged 29
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Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -5282542.000000 Penalty: 5080.611816
	Iteration 59Q: 3 clusters Score -5282542 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -5282547.500000 Penalty: 5080.611816
	Iteration 60F: 3 clusters Score -5282548 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -5282534.500000 Penalty: 5080.611816
	Iteration 61Q: 3 clusters Score -5282534 nChanged 18
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Mstep: Class 1 contains 14587 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5282534 nChanged 19
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Mstep: Class 1 contains 14602 members 
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Entering Unmasked Estep 
Score: -5282538.000000 Penalty: 5080.611816
	Iteration 63Q: 3 clusters Score -5282538 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5282537.000000 Penalty: 5080.611816
	Iteration 64Q: 3 clusters Score -5282537 nChanged 24
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Entering Unmasked Estep 
Score: -5282530.500000 Penalty: 5080.611816
	Iteration 65Q: 3 clusters Score -5282530 nChanged 24
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Mstep: Class 1 contains 14660 members 
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Entering Unmasked Estep 
Score: -5282538.500000 Penalty: 5080.611816
	Iteration 66Q: 3 clusters Score -5282538 nChanged 31
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Mstep: Class 1 contains 14675 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5282537 nChanged 35
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Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5282535 nChanged 34
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Entering Unmasked Estep 
Score: -5282533.500000 Penalty: 5080.611816
	Iteration 69Q: 3 clusters Score -5282534 nChanged 30
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Entering Unmasked Estep 
Score: -5282539.000000 Penalty: 5080.611816
	Iteration 70Q: 3 clusters Score -5282539 nChanged 30
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Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -5282543.500000 Penalty: 5080.611816
	Iteration 71Q: 3 clusters Score -5282544 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14778 members 
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Entering Unmasked Estep 
Score: -5282550.500000 Penalty: 5080.611816
	Iteration 72Q: 3 clusters Score -5282550 nChanged 31
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Mstep: Class 1 contains 14799 members 
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Entering Unmasked Estep 
Score: -5282558.500000 Penalty: 5080.611816
	Iteration 73Q: 3 clusters Score -5282558 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14821 members 
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Entering Unmasked Estep 
Score: -5282552.500000 Penalty: 5080.611816
	Iteration 74Q: 3 clusters Score -5282552 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5282554.000000 Penalty: 5080.611816
	Iteration 75Q: 3 clusters Score -5282554 nChanged 14
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Entering Unmasked Estep 
Score: -5282559.500000 Penalty: 5080.611816
	Iteration 76Q: 3 clusters Score -5282560 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14853 members 
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Entering Unmasked Estep 
Score: -5282566.500000 Penalty: 5080.611816
	Iteration 77Q: 3 clusters Score -5282566 nChanged 9
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Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5282560 nChanged 6
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Score: -5282555.000000 Penalty: 5080.611816
	Iteration 79Q: 3 clusters Score -5282555 nChanged 10
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Mstep: Class 1 contains 14868 members 
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Entering Unmasked Estep 
Score: -5282553.500000 Penalty: 5080.611816
	Iteration 80F: 3 clusters Score -5282554 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -5282558.000000 Penalty: 5080.611816
	Iteration 81Q: 3 clusters Score -5282558 nChanged 10
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Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -5282547.500000 Penalty: 5080.611816
	Iteration 82Q: 3 clusters Score -5282548 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -5282546.500000 Penalty: 5080.611816
	Iteration 83Q: 3 clusters Score -5282546 nChanged 11
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Entering Unmasked Estep 
Score: -5282561.000000 Penalty: 5080.611816
	Iteration 84Q: 3 clusters Score -5282561 nChanged 13
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Entering Unmasked Estep 
Score: -5282565.500000 Penalty: 5080.611816
	Iteration 85Q: 3 clusters Score -5282566 nChanged 12
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Mstep: Class 1 contains 14927 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5282556 nChanged 13
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	Iteration 87Q: 3 clusters Score -5282558 nChanged 24
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5282554 nChanged 24
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	Iteration 89Q: 3 clusters Score -5282553 nChanged 31
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	Iteration 90Q: 3 clusters Score -5282553 nChanged 35
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Score: -5282550.500000 Penalty: 5080.611816
	Iteration 91Q: 3 clusters Score -5282550 nChanged 33
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	Iteration 92Q: 3 clusters Score -5282555 nChanged 38
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Score: -5282572.500000 Penalty: 5080.611816
	Iteration 93Q: 3 clusters Score -5282572 nChanged 32
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5282568 nChanged 39
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Mstep: Class 1 contains 15132 members 
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Entering Unmasked Estep 
Score: -5282581.500000 Penalty: 5080.611816
	Iteration 95Q: 3 clusters Score -5282582 nChanged 42
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Mstep: Class 2 contains 12926 members 
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Score: -5282589.000000 Penalty: 5080.611816
	Iteration 96Q: 3 clusters Score -5282589 nChanged 54
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Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -5282580.000000 Penalty: 5080.611816
	Iteration 97Q: 3 clusters Score -5282580 nChanged 46
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Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -5282594.000000 Penalty: 5080.611816
	Iteration 98Q: 3 clusters Score -5282594 nChanged 32
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	Iteration 99Q: 3 clusters Score -5282589 nChanged 24
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Mstep: Class 1 contains 15270 members 
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Entering Unmasked Estep 
Score: -5282598.500000 Penalty: 5080.611816
	Iteration 100F: 3 clusters Score -5282598 nChanged 28
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Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -5282599.000000 Penalty: 5080.611816
	Iteration 101Q: 3 clusters Score -5282599 nChanged 20
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5282604 nChanged 16
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Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5282597 nChanged 6
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	Iteration 106Q: 3 clusters Score -5282587 nChanged 5
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Mstep: Class 2 contains 12723 members 
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	Iteration 107Q: 3 clusters Score -5282596 nChanged 4
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Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5282592 nChanged 4
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Mstep: Class 2 contains 12715 members 
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	Iteration 109Q: 3 clusters Score -5282589 nChanged 6
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	Iteration 110Q: 3 clusters Score -5282601 nChanged 7
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5282605 nChanged 5
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	Iteration 113Q: 3 clusters Score -5282600 nChanged 13
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	Iteration 114Q: 3 clusters Score -5282598 nChanged 8
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5282596 nChanged 9
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	Iteration 116Q: 3 clusters Score -5282599 nChanged 13
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	Iteration 117Q: 3 clusters Score -5282592 nChanged 12
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	Iteration 118Q: 3 clusters Score -5282598 nChanged 14
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5282604 nChanged 4
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	Iteration 121Q: 3 clusters Score -5282604 nChanged 8
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5282604 nChanged 9
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Mstep: Class 2 contains 12617 members 
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	Iteration 123Q: 3 clusters Score -5282605 nChanged 11
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	Iteration 124Q: 3 clusters Score -5282593 nChanged 8
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	Iteration 125Q: 3 clusters Score -5282594 nChanged 9
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	Iteration 126Q: 3 clusters Score -5282598 nChanged 8
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	Iteration 127Q: 3 clusters Score -5282596 nChanged 11
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	Iteration 128Q: 3 clusters Score -5282596 nChanged 17
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	Iteration 129Q: 3 clusters Score -5282592 nChanged 16
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	Iteration 130Q: 3 clusters Score -5282592 nChanged 14
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	Iteration 131Q: 3 clusters Score -5282602 nChanged 16
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	Iteration 132Q: 3 clusters Score -5282616 nChanged 17
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	Iteration 134Q: 3 clusters Score -5282624 nChanged 20
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	Iteration 135Q: 3 clusters Score -5282616 nChanged 20
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	Iteration 136Q: 3 clusters Score -5282614 nChanged 28
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	Iteration 137Q: 3 clusters Score -5282607 nChanged 31
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	Iteration 138Q: 3 clusters Score -5282612 nChanged 31
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	Iteration 139Q: 3 clusters Score -5282620 nChanged 33
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	Iteration 140F: 3 clusters Score -5282618 nChanged 24
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	Iteration 141Q: 3 clusters Score -5282616 nChanged 19
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	Iteration 142Q: 3 clusters Score -5282612 nChanged 24
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	Iteration 143Q: 3 clusters Score -5282622 nChanged 24
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	Iteration 144Q: 3 clusters Score -5282632 nChanged 32
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	Iteration 145Q: 3 clusters Score -5282644 nChanged 32
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	Iteration 146Q: 3 clusters Score -5282648 nChanged 26
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	Iteration 148Q: 3 clusters Score -5282640 nChanged 30
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	Iteration 149Q: 3 clusters Score -5282644 nChanged 19
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	Iteration 150Q: 3 clusters Score -5282638 nChanged 24
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	Iteration 151Q: 3 clusters Score -5282643 nChanged 19
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	Iteration 152Q: 3 clusters Score -5282642 nChanged 24
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	Iteration 154Q: 3 clusters Score -5282647 nChanged 17
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	Iteration 156Q: 3 clusters Score -5282644 nChanged 17
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	Iteration 157Q: 3 clusters Score -5282632 nChanged 19
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	Iteration 158Q: 3 clusters Score -5282642 nChanged 17
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	Iteration 159Q: 3 clusters Score -5282640 nChanged 19
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	Iteration 160F: 3 clusters Score -5282640 nChanged 26
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	Iteration 161Q: 3 clusters Score -5282642 nChanged 26
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	Iteration 162Q: 3 clusters Score -5282648 nChanged 24
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	Iteration 163Q: 3 clusters Score -5282638 nChanged 24
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	Iteration 164Q: 3 clusters Score -5282646 nChanged 25
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	Iteration 165Q: 3 clusters Score -5282648 nChanged 39
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	Iteration 166Q: 3 clusters Score -5282646 nChanged 34
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	Iteration 167Q: 3 clusters Score -5282635 nChanged 37
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	Iteration 168Q: 3 clusters Score -5282645 nChanged 27
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	Iteration 169Q: 3 clusters Score -5282644 nChanged 24
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	Iteration 170Q: 3 clusters Score -5282655 nChanged 23
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	Iteration 171Q: 3 clusters Score -5282652 nChanged 21
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	Iteration 172Q: 3 clusters Score -5282648 nChanged 26
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	Iteration 173Q: 3 clusters Score -5282652 nChanged 25
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	Iteration 174Q: 3 clusters Score -5282654 nChanged 26
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	Iteration 175Q: 3 clusters Score -5282648 nChanged 20
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	Iteration 176Q: 3 clusters Score -5282649 nChanged 16
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	Iteration 177Q: 3 clusters Score -5282645 nChanged 22
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	Iteration 178Q: 3 clusters Score -5282650 nChanged 38
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	Iteration 179Q: 3 clusters Score -5282659 nChanged 36
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	Iteration 180F: 3 clusters Score -5282666 nChanged 43
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	Iteration 181Q: 3 clusters Score -5282657 nChanged 34
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	Iteration 182Q: 3 clusters Score -5282660 nChanged 51
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	Iteration 183Q: 3 clusters Score -5282670 nChanged 55
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	Iteration 184Q: 3 clusters Score -5282678 nChanged 47
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	Iteration 185Q: 3 clusters Score -5282694 nChanged 43
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	Iteration 186Q: 3 clusters Score -5282692 nChanged 33
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	Iteration 187Q: 3 clusters Score -5282684 nChanged 30
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	Iteration 188Q: 3 clusters Score -5282682 nChanged 26
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	Iteration 189Q: 3 clusters Score -5282694 nChanged 38
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	Iteration 190Q: 3 clusters Score -5282694 nChanged 48
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	Iteration 191Q: 3 clusters Score -5282683 nChanged 43
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	Iteration 192Q: 3 clusters Score -5282666 nChanged 44
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	Iteration 193Q: 3 clusters Score -5282690 nChanged 47
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	Iteration 194Q: 3 clusters Score -5282688 nChanged 53
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Score: -5282705.500000 Penalty: 5080.611816
	Iteration 195Q: 3 clusters Score -5282706 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5282718 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5282732 nChanged 40
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Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5282732 nChanged 39
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Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5282741 nChanged 45
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Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5282732 nChanged 40
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Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5282742 nChanged 53
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Mstep: Class 1 contains 17710 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5282729 nChanged 60
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Mstep: Class 1 contains 17770 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5282734 nChanged 70
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Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5282741 nChanged 50
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Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5282742 nChanged 47
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Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5282741 nChanged 56
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Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5282742 nChanged 64
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Mstep: Class 1 contains 18055 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5282756 nChanged 52
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Mstep: Class 1 contains 18105 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5282755 nChanged 56
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Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5282758 nChanged 58
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Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5282757 nChanged 62
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Mstep: Class 1 contains 18281 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5282758 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5282782 nChanged 67
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Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5282774 nChanged 60
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Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5282792 nChanged 58
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Mstep: Class 1 contains 18520 members 
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	Iteration 216Q: 3 clusters Score -5282786 nChanged 64
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Mstep: Class 1 contains 18584 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5282802 nChanged 78
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5282820 nChanged 86
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5282816 nChanged 95
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Mstep: Class 1 contains 18837 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5282833 nChanged 98
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Mstep: Class 1 contains 18935 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5282852 nChanged 105
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Mstep: Class 1 contains 19040 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5282866 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5282873 nChanged 120
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Mstep: Class 1 contains 19257 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5282898 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5282913 nChanged 128
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Mstep: Class 1 contains 19510 members 
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	Iteration 226Q: 3 clusters Score -5282935 nChanged 116
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Mstep: Class 1 contains 19626 members 
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	Iteration 227Q: 3 clusters Score -5282970 nChanged 108
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	Iteration 228Q: 3 clusters Score -5282964 nChanged 110
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	Iteration 229Q: 3 clusters Score -5282986 nChanged 93
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	Iteration 230Q: 3 clusters Score -5283003 nChanged 73
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	Iteration 231Q: 3 clusters Score -5283018 nChanged 70
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Mstep: Class 1 contains 20080 members 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5283014 nChanged 64
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5283022 nChanged 73
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Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5283018 nChanged 76
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Mstep: Class 1 contains 20293 members 
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	Iteration 235Q: 3 clusters Score -5283035 nChanged 92
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5283052 nChanged 120
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	Iteration 237Q: 3 clusters Score -5283063 nChanged 116
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	Iteration 238Q: 3 clusters Score -5283091 nChanged 116
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Mstep: Class 1 contains 20735 members 
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	Iteration 239Q: 3 clusters Score -5283092 nChanged 130
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Mstep: Class 1 contains 20865 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5283118 nChanged 145
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Mstep: Class 1 contains 21010 members 
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	Iteration 241Q: 3 clusters Score -5283142 nChanged 123
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Mstep: Class 1 contains 21131 members 
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	Iteration 242Q: 3 clusters Score -5283164 nChanged 104
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Mstep: Class 1 contains 21235 members 
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	Iteration 243Q: 3 clusters Score -5283169 nChanged 134
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Mstep: Class 1 contains 21369 members 
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	Iteration 244Q: 3 clusters Score -5283194 nChanged 144
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	Iteration 245Q: 3 clusters Score -5283232 nChanged 112
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Mstep: Class 1 contains 21625 members 
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	Iteration 246Q: 3 clusters Score -5283239 nChanged 108
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	Iteration 247Q: 3 clusters Score -5283262 nChanged 93
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	Iteration 248Q: 3 clusters Score -5283285 nChanged 96
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	Iteration 249Q: 3 clusters Score -5283292 nChanged 112
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Mstep: Class 1 contains 22026 members 
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	Iteration 250Q: 3 clusters Score -5283306 nChanged 85
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	Iteration 251Q: 3 clusters Score -5283330 nChanged 83
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	Iteration 252Q: 3 clusters Score -5283348 nChanged 88
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	Iteration 253Q: 3 clusters Score -5283367 nChanged 90
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	Iteration 254Q: 3 clusters Score -5283372 nChanged 94
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	Iteration 255Q: 3 clusters Score -5283402 nChanged 93
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	Iteration 256Q: 3 clusters Score -5283423 nChanged 105
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	Iteration 257Q: 3 clusters Score -5283440 nChanged 89
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	Iteration 258Q: 3 clusters Score -5283452 nChanged 99
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	Iteration 259Q: 3 clusters Score -5283463 nChanged 101
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Mstep: Class 1 contains 22941 members 
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	Iteration 260F: 3 clusters Score -5283490 nChanged 97
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	Iteration 261Q: 3 clusters Score -5283499 nChanged 98
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5283510 nChanged 106
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5283527 nChanged 108
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	Iteration 264Q: 3 clusters Score -5283556 nChanged 100
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	Iteration 265Q: 3 clusters Score -5283566 nChanged 102
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	Iteration 266Q: 3 clusters Score -5283574 nChanged 88
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	Iteration 267Q: 3 clusters Score -5283588 nChanged 97
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	Iteration 268Q: 3 clusters Score -5283592 nChanged 96
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	Iteration 269Q: 3 clusters Score -5283622 nChanged 98
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	Iteration 270Q: 3 clusters Score -5283639 nChanged 113
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	Iteration 271Q: 3 clusters Score -5283649 nChanged 105
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	Iteration 272Q: 3 clusters Score -5283698 nChanged 96
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	Iteration 273Q: 3 clusters Score -5283734 nChanged 97
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	Iteration 274Q: 3 clusters Score -5283768 nChanged 90
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	Iteration 275Q: 3 clusters Score -5283766 nChanged 93
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	Iteration 276Q: 3 clusters Score -5283794 nChanged 85
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	Iteration 277Q: 3 clusters Score -5283794 nChanged 77
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	Iteration 278Q: 3 clusters Score -5283810 nChanged 67
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	Iteration 279Q: 3 clusters Score -5283825 nChanged 55
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	Iteration 280F: 3 clusters Score -5283842 nChanged 58
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	Iteration 281Q: 3 clusters Score -5283855 nChanged 48
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	Iteration 282Q: 3 clusters Score -5283872 nChanged 36
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	Iteration 283Q: 3 clusters Score -5283876 nChanged 39
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	Iteration 284Q: 3 clusters Score -5283884 nChanged 38
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	Iteration 285Q: 3 clusters Score -5283896 nChanged 51
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	Iteration 286Q: 3 clusters Score -5283912 nChanged 57
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	Iteration 287Q: 3 clusters Score -5283934 nChanged 51
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	Iteration 288Q: 3 clusters Score -5283956 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -5283955 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -5283957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5283970.500000 Penalty: 5080.611816
	Iteration 291Q: 3 clusters Score -5283970 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -5283984 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -5283984 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -5283984 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5284004.000000 Penalty: 5080.611816
	Iteration 295Q: 3 clusters Score -5284004 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5283996 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25505 members 
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Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5283988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5283986 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -5283991 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25541 members 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -5283997 nChanged 9
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Mstep: Class 1 contains 25550 members 
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Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -5283990 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25563 members 
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -5283998 nChanged 10
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Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -5283998 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -5284003 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25597 members 
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Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -5284002 nChanged 9
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Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -5283998 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25617 members 
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Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -5284006 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -5284003 nChanged 8
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Mstep: Class 1 contains 25633 members 
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Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -5284010 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25635 members 
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Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -5284008 nChanged 4
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Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -5284003 nChanged 4
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Mstep: Class 1 contains 25643 members 
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Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -5284006 nChanged 3
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Mstep: Class 1 contains 25646 members 
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Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -5284004 nChanged 6
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Mstep: Class 1 contains 25652 members 
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Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -5284004 nChanged 9
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Mstep: Class 1 contains 25661 members 
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Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -5284006 nChanged 13
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Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -5284011 nChanged 8
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Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -5284014 nChanged 6
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Mstep: Class 1 contains 25688 members 
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	Iteration 318Q: 3 clusters Score -5284014 nChanged 8
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Mstep: Class 1 contains 25696 members 
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Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -5284016 nChanged 6
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Mstep: Class 1 contains 25702 members 
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -5284020 nChanged 5
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Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -5284028 nChanged 4
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Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -5284029 nChanged 6
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Mstep: Class 1 contains 25715 members 
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -5284034 nChanged 8
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Mstep: Class 1 contains 25721 members 
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Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -5284038 nChanged 7
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Mstep: Class 1 contains 25728 members 
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Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -5284040 nChanged 6
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Mstep: Class 1 contains 25734 members 
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Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -5284048 nChanged 5
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Mstep: Class 1 contains 25739 members 
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Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -5284058 nChanged 5
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Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -5284054 nChanged 4
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Mstep: Class 1 contains 25748 members 
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Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -5284056 nChanged 6
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Mstep: Class 1 contains 25754 members 
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	Iteration 330Q: 3 clusters Score -5284054 nChanged 9
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Mstep: Class 1 contains 25763 members 
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Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -5284042 nChanged 9
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Mstep: Class 1 contains 25772 members 
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Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -5284043 nChanged 8
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Mstep: Class 1 contains 25780 members 
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	Iteration 333Q: 3 clusters Score -5284050 nChanged 9
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Mstep: Class 1 contains 25789 members 
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	Iteration 334Q: 3 clusters Score -5284046 nChanged 14
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Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -5284046 nChanged 12
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	Iteration 336Q: 3 clusters Score -5284064 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25831 members 
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	Iteration 337Q: 3 clusters Score -5284058 nChanged 18
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Mstep: Class 1 contains 25849 members 
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Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -5284047 nChanged 16
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	Iteration 339Q: 3 clusters Score -5284051 nChanged 14
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Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -5284056 nChanged 16
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	Iteration 341Q: 3 clusters Score -5284050 nChanged 17
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	Iteration 342Q: 3 clusters Score -5284055 nChanged 12
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Entering Unmasked Estep 
Score: -5284053.000000 Penalty: 5080.611816
	Iteration 343Q: 3 clusters Score -5284053 nChanged 8
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	Iteration 344Q: 3 clusters Score -5284064 nChanged 9
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	Iteration 345Q: 3 clusters Score -5284066 nChanged 10
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	Iteration 346Q: 3 clusters Score -5284072 nChanged 11
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Mstep: Class 1 contains 25962 members 
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Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -5284072 nChanged 11
Entering Unmasked Mstep 
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	Iteration 348Q: 3 clusters Score -5284072 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25985 members 
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	Iteration 349Q: 3 clusters Score -5284064 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26002 members 
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	Iteration 350Q: 3 clusters Score -5284064 nChanged 15
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Mstep: Class 1 contains 26017 members 
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	Iteration 351Q: 3 clusters Score -5284064 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26027 members 
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Entering Unmasked Estep 
Score: -5284079.000000 Penalty: 5080.611816
	Iteration 352Q: 3 clusters Score -5284079 nChanged 9
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Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -5284082 nChanged 6
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	Iteration 354Q: 3 clusters Score -5284084 nChanged 9
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	Iteration 355Q: 3 clusters Score -5284085 nChanged 9
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Mstep: Class 1 contains 26060 members 
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Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -5284090 nChanged 10
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Mstep: Class 1 contains 26068 members 
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Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -5284088 nChanged 5
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	Iteration 358Q: 3 clusters Score -5284084 nChanged 4
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	Iteration 359Q: 3 clusters Score -5284082 nChanged 3
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	Iteration 360F: 3 clusters Score -5284088 nChanged 5
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	Iteration 361Q: 3 clusters Score -5284088 nChanged 7
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	Iteration 362Q: 3 clusters Score -5284088 nChanged 8
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	Iteration 363Q: 3 clusters Score -5284093 nChanged 9
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	Iteration 364Q: 3 clusters Score -5284092 nChanged 12
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	Iteration 365Q: 3 clusters Score -5284090 nChanged 14
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Mstep: Class 1 contains 26135 members 
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	Iteration 366Q: 3 clusters Score -5284103 nChanged 11
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	Iteration 367Q: 3 clusters Score -5284108 nChanged 14
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	Iteration 368Q: 3 clusters Score -5284106 nChanged 14
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	Iteration 369Q: 3 clusters Score -5284098 nChanged 17
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	Iteration 370Q: 3 clusters Score -5284100 nChanged 17
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	Iteration 371Q: 3 clusters Score -5284110 nChanged 15
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	Iteration 372Q: 3 clusters Score -5284122 nChanged 8
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	Iteration 373Q: 3 clusters Score -5284118 nChanged 10
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	Iteration 374Q: 3 clusters Score -5284127 nChanged 12
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	Iteration 375Q: 3 clusters Score -5284124 nChanged 11
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	Iteration 376Q: 3 clusters Score -5284122 nChanged 9
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	Iteration 377Q: 3 clusters Score -5284118 nChanged 10
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	Iteration 378Q: 3 clusters Score -5284126 nChanged 8
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	Iteration 379Q: 3 clusters Score -5284130 nChanged 15
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	Iteration 380F: 3 clusters Score -5284128 nChanged 18
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	Iteration 381Q: 3 clusters Score -5284128 nChanged 12
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Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5284129.500000 Penalty: 5080.611816
	Iteration 382Q: 3 clusters Score -5284130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5284145.000000 Penalty: 5080.611816
	Iteration 383Q: 3 clusters Score -5284145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5284144.000000 Penalty: 5080.611816
	Iteration 384Q: 3 clusters Score -5284144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5284141.500000 Penalty: 5080.611816
	Iteration 385Q: 3 clusters Score -5284142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5284143.500000 Penalty: 5080.611816
	Iteration 386Q: 3 clusters Score -5284144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5284149.000000 Penalty: 5080.611816
	Iteration 387Q: 3 clusters Score -5284149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5284148.500000 Penalty: 5080.611816
	Iteration 388Q: 3 clusters Score -5284148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5284163.000000 Penalty: 5080.611816
	Iteration 389Q: 3 clusters Score -5284163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5284164.500000 Penalty: 5080.611816
	Iteration 390Q: 3 clusters Score -5284164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5284174.000000 Penalty: 5080.611816
	Iteration 391Q: 3 clusters Score -5284174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5284178.500000 Penalty: 5080.611816
	Iteration 392Q: 3 clusters Score -5284178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5284172.500000 Penalty: 5080.611816
	Iteration 393Q: 3 clusters Score -5284172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5284181.500000 Penalty: 5080.611816
	Iteration 394Q: 3 clusters Score -5284182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5284195.500000 Penalty: 5080.611816
	Iteration 395Q: 3 clusters Score -5284196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5284196.500000 Penalty: 5080.611816
	Iteration 396Q: 3 clusters Score -5284196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5284194.000000 Penalty: 5080.611816
	Iteration 397Q: 3 clusters Score -5284194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5284195.000000 Penalty: 5080.611816
	Iteration 398Q: 3 clusters Score -5284195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5284200.000000 Penalty: 5080.611816
	Iteration 399Q: 3 clusters Score -5284200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5284203.500000 Penalty: 5080.611816
	Iteration 400F: 3 clusters Score -5284204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5284216.500000 Penalty: 5080.611816
	Iteration 401Q: 3 clusters Score -5284216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5284220.500000 Penalty: 5080.611816
	Iteration 402Q: 3 clusters Score -5284220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5284222.500000 Penalty: 5080.611816
	Iteration 403Q: 3 clusters Score -5284222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5284235.000000 Penalty: 5080.611816
	Iteration 404Q: 3 clusters Score -5284235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5284238.500000 Penalty: 5080.611816
	Iteration 405Q: 3 clusters Score -5284238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5284236.500000 Penalty: 5080.611816
	Iteration 406Q: 3 clusters Score -5284236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5284240.500000 Penalty: 5080.611816
	Iteration 407Q: 3 clusters Score -5284240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5284253.500000 Penalty: 5080.611816
	Iteration 408Q: 3 clusters Score -5284254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5284248.000000 Penalty: 5080.611816
	Iteration 409Q: 3 clusters Score -5284248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5284257.500000 Penalty: 5080.611816
	Iteration 410Q: 3 clusters Score -5284258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5284260.000000 Penalty: 5080.611816
	Iteration 411Q: 3 clusters Score -5284260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5284267.500000 Penalty: 5080.611816
	Iteration 412Q: 3 clusters Score -5284268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5284271.500000 Penalty: 5080.611816
	Iteration 413Q: 3 clusters Score -5284272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5284263.500000 Penalty: 5080.611816
	Iteration 414Q: 3 clusters Score -5284264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5284272.500000 Penalty: 5080.611816
	Iteration 415Q: 3 clusters Score -5284272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5284269.000000 Penalty: 5080.611816
	Iteration 416Q: 3 clusters Score -5284269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5284268.000000 Penalty: 5080.611816
	Iteration 417Q: 3 clusters Score -5284268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5284274.000000 Penalty: 5080.611816
	Iteration 418Q: 3 clusters Score -5284274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5284275.500000 Penalty: 5080.611816
	Iteration 419Q: 3 clusters Score -5284276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5284274.500000 Penalty: 5080.611816
	Iteration 420F: 3 clusters Score -5284274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5284274.500000 Penalty: 5080.611816
	Iteration 421Q: 3 clusters Score -5284274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5284279.500000 Penalty: 5080.611816
	Iteration 422Q: 3 clusters Score -5284280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5284278.500000 Penalty: 5080.611816
	Iteration 423Q: 3 clusters Score -5284278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5284275.500000 Penalty: 5080.611816
	Iteration 424Q: 3 clusters Score -5284276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5284276.500000 Penalty: 5080.611816
	Iteration 425Q: 3 clusters Score -5284276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5284276.000000 Penalty: 5080.611816
	Iteration 426Q: 3 clusters Score -5284276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5284282.000000 Penalty: 5080.611816
	Iteration 427Q: 3 clusters Score -5284282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5284277.500000 Penalty: 5080.611816
	Iteration 428Q: 3 clusters Score -5284278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5284277.500000 Penalty: 5080.611816
	Iteration 429F: 3 clusters Score -5284278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Entering Unmasked Estep 
Score: -9063747.000000 Penalty: 2675.735840
	Iteration 0F: 2 clusters Score -9063747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -9033748.000000 Penalty: 5351.471680
	Iteration 0F: 3 clusters Score -9033748 nChanged 22438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -9046057.000000 Penalty: 5351.471680
	Iteration 1F: 3 clusters Score -9046057 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -9046680.000000 Penalty: 5351.471680
	Iteration 2Q: 3 clusters Score -9046680 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -9047368.000000 Penalty: 5351.471680
	Iteration 3Q: 3 clusters Score -9047368 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -9048105.000000 Penalty: 5351.471680
	Iteration 4Q: 3 clusters Score -9048105 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -9048970.000000 Penalty: 5351.471680
	Iteration 5Q: 3 clusters Score -9048970 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -9050459.000000 Penalty: 5351.471680
	Iteration 6F: 3 clusters Score -9050459 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -9052504.000000 Penalty: 5351.471680
	Iteration 7F: 3 clusters Score -9052504 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -9054882.000000 Penalty: 5351.471680
	Iteration 8F: 3 clusters Score -9054882 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -9057158.000000 Penalty: 5351.471680
	Iteration 9F: 3 clusters Score -9057158 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -9058983.000000 Penalty: 5351.471680
	Iteration 10F: 3 clusters Score -9058983 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -9060189.000000 Penalty: 5351.471680
	Iteration 11Q: 3 clusters Score -9060189 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9060658.000000 Penalty: 5351.471680
	Iteration 12Q: 3 clusters Score -9060658 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9060972.000000 Penalty: 5351.471680
	Iteration 13Q: 3 clusters Score -9060972 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9061170.000000 Penalty: 5351.471680
	Iteration 14Q: 3 clusters Score -9061170 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9061221.000000 Penalty: 5351.471680
	Iteration 15Q: 3 clusters Score -9061221 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9061234.000000 Penalty: 5351.471680
	Iteration 16Q: 3 clusters Score -9061234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9061321.000000 Penalty: 5351.471680
	Iteration 17Q: 3 clusters Score -9061321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9061342.000000 Penalty: 5351.471680
	Iteration 18Q: 3 clusters Score -9061342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9061391.000000 Penalty: 5351.471680
	Iteration 19Q: 3 clusters Score -9061391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9061439.000000 Penalty: 5351.471680
	Iteration 20F: 3 clusters Score -9061439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9061454.000000 Penalty: 5351.471680
	Iteration 21Q: 3 clusters Score -9061454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9061482.000000 Penalty: 5351.471680
	Iteration 22Q: 3 clusters Score -9061482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9061472.000000 Penalty: 5351.471680
	Iteration 23Q: 3 clusters Score -9061472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9061486.000000 Penalty: 5351.471680
	Iteration 24Q: 3 clusters Score -9061486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9061498.000000 Penalty: 5351.471680
	Iteration 25Q: 3 clusters Score -9061498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9061496.000000 Penalty: 5351.471680
	Iteration 26Q: 3 clusters Score -9061496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9061504.000000 Penalty: 5351.471680
	Iteration 27Q: 3 clusters Score -9061504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9061508.000000 Penalty: 5351.471680
	Iteration 28Q: 3 clusters Score -9061508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9061501.000000 Penalty: 5351.471680
	Iteration 29Q: 3 clusters Score -9061501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9061504.000000 Penalty: 5351.471680
	Iteration 30Q: 3 clusters Score -9061504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9061504.000000 Penalty: 5351.471680
	Iteration 31F: 3 clusters Score -9061504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (66143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Entering Unmasked Estep 
Score: -12341593.000000 Penalty: 2752.694336
	Iteration 0F: 2 clusters Score -1.234159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -12310775.000000 Penalty: 5505.388672
	Iteration 0F: 3 clusters Score -1.231078e+07 nChanged 30980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -12328630.000000 Penalty: 5505.388672
	Iteration 1F: 3 clusters Score -1.232863e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -12329971.000000 Penalty: 5505.388672
	Iteration 2Q: 3 clusters Score -1.232997e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -12331708.000000 Penalty: 5505.388672
	Iteration 3Q: 3 clusters Score -1.233171e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -12333742.000000 Penalty: 5505.388672
	Iteration 4F: 3 clusters Score -1.233374e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -12336463.000000 Penalty: 5505.388672
	Iteration 5F: 3 clusters Score -1.233646e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -12340054.000000 Penalty: 5505.388672
	Iteration 6F: 3 clusters Score -1.234005e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -12344022.000000 Penalty: 5505.388672
	Iteration 7F: 3 clusters Score -1.234402e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -12347390.000000 Penalty: 5505.388672
	Iteration 8F: 3 clusters Score -1.234739e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -12349065.000000 Penalty: 5505.388672
	Iteration 9Q: 3 clusters Score -1.234906e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -12349693.000000 Penalty: 5505.388672
	Iteration 10Q: 3 clusters Score -1.234969e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -12350011.000000 Penalty: 5505.388672
	Iteration 11Q: 3 clusters Score -1.235001e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -12350213.000000 Penalty: 5505.388672
	Iteration 12Q: 3 clusters Score -1.235021e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -12350374.000000 Penalty: 5505.388672
	Iteration 13Q: 3 clusters Score -1.235037e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -12350528.000000 Penalty: 5505.388672
	Iteration 14Q: 3 clusters Score -1.235053e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -12350607.000000 Penalty: 5505.388672
	Iteration 15Q: 3 clusters Score -1.235061e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -12350691.000000 Penalty: 5505.388672
	Iteration 16Q: 3 clusters Score -1.235069e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -12350739.000000 Penalty: 5505.388672
	Iteration 17Q: 3 clusters Score -1.235074e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -12350799.000000 Penalty: 5505.388672
	Iteration 18Q: 3 clusters Score -1.23508e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -12350808.000000 Penalty: 5505.388672
	Iteration 19Q: 3 clusters Score -1.235081e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -12350832.000000 Penalty: 5505.388672
	Iteration 20F: 3 clusters Score -1.235083e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -12350832.000000 Penalty: 5505.388672
	Iteration 21Q: 3 clusters Score -1.235083e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -12350831.000000 Penalty: 5505.388672
	Iteration 22Q: 3 clusters Score -1.235083e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -12350866.000000 Penalty: 5505.388672
	Iteration 23Q: 3 clusters Score -1.235087e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -12350880.000000 Penalty: 5505.388672
	Iteration 24Q: 3 clusters Score -1.235088e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -12350867.000000 Penalty: 5505.388672
	Iteration 25Q: 3 clusters Score -1.235087e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -12350869.000000 Penalty: 5505.388672
	Iteration 26Q: 3 clusters Score -1.235087e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -12350887.000000 Penalty: 5505.388672
	Iteration 27Q: 3 clusters Score -1.235089e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -12350863.000000 Penalty: 5505.388672
	Iteration 28Q: 3 clusters Score -1.235086e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -12350851.000000 Penalty: 5505.388672
	Iteration 29Q: 3 clusters Score -1.235085e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -12350843.000000 Penalty: 5505.388672
	Iteration 30Q: 3 clusters Score -1.235084e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -12350841.000000 Penalty: 5505.388672
	Iteration 31Q: 3 clusters Score -1.235084e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -12350857.000000 Penalty: 5505.388672
	Iteration 32Q: 3 clusters Score -1.235086e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -12350856.000000 Penalty: 5505.388672
	Iteration 33Q: 3 clusters Score -1.235086e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -12350843.000000 Penalty: 5505.388672
	Iteration 34Q: 3 clusters Score -1.235084e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -12350821.000000 Penalty: 5505.388672
	Iteration 35Q: 3 clusters Score -1.235082e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -12350777.000000 Penalty: 5505.388672
	Iteration 36Q: 3 clusters Score -1.235078e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -12350810.000000 Penalty: 5505.388672
	Iteration 37Q: 3 clusters Score -1.235081e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -12350794.000000 Penalty: 5505.388672
	Iteration 38Q: 3 clusters Score -1.235079e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -12350779.000000 Penalty: 5505.388672
	Iteration 39Q: 3 clusters Score -1.235078e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -12350785.000000 Penalty: 5505.388672
	Iteration 40F: 3 clusters Score -1.235078e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -12350792.000000 Penalty: 5505.388672
	Iteration 41Q: 3 clusters Score -1.235079e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -12350788.000000 Penalty: 5505.388672
	Iteration 42Q: 3 clusters Score -1.235079e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -12350811.000000 Penalty: 5505.388672
	Iteration 43Q: 3 clusters Score -1.235081e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -12350803.000000 Penalty: 5505.388672
	Iteration 44Q: 3 clusters Score -1.23508e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -12350760.000000 Penalty: 5505.388672
	Iteration 45Q: 3 clusters Score -1.235076e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -12350756.000000 Penalty: 5505.388672
	Iteration 46Q: 3 clusters Score -1.235076e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -12350737.000000 Penalty: 5505.388672
	Iteration 47Q: 3 clusters Score -1.235074e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -12350709.000000 Penalty: 5505.388672
	Iteration 48Q: 3 clusters Score -1.235071e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -12350707.000000 Penalty: 5505.388672
	Iteration 49Q: 3 clusters Score -1.235071e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -12350709.000000 Penalty: 5505.388672
	Iteration 50Q: 3 clusters Score -1.235071e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -12350701.000000 Penalty: 5505.388672
	Iteration 51Q: 3 clusters Score -1.23507e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -12350691.000000 Penalty: 5505.388672
	Iteration 52Q: 3 clusters Score -1.235069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -12350682.000000 Penalty: 5505.388672
	Iteration 53Q: 3 clusters Score -1.235068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -12350687.000000 Penalty: 5505.388672
	Iteration 54Q: 3 clusters Score -1.235069e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -12350674.000000 Penalty: 5505.388672
	Iteration 55Q: 3 clusters Score -1.235067e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -12350674.000000 Penalty: 5505.388672
	Iteration 56Q: 3 clusters Score -1.235067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -12350664.000000 Penalty: 5505.388672
	Iteration 57Q: 3 clusters Score -1.235066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -12350662.000000 Penalty: 5505.388672
	Iteration 58Q: 3 clusters Score -1.235066e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -12350662.000000 Penalty: 5505.388672
	Iteration 59Q: 3 clusters Score -1.235066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -12350661.000000 Penalty: 5505.388672
	Iteration 60F: 3 clusters Score -1.235066e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -12350663.000000 Penalty: 5505.388672
	Iteration 61Q: 3 clusters Score -1.235066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -12350643.000000 Penalty: 5505.388672
	Iteration 62Q: 3 clusters Score -1.235064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -12350668.000000 Penalty: 5505.388672
	Iteration 63Q: 3 clusters Score -1.235067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -12350680.000000 Penalty: 5505.388672
	Iteration 64Q: 3 clusters Score -1.235068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -12350674.000000 Penalty: 5505.388672
	Iteration 65Q: 3 clusters Score -1.235067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -12350675.000000 Penalty: 5505.388672
	Iteration 66Q: 3 clusters Score -1.235068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -12350674.000000 Penalty: 5505.388672
	Iteration 67Q: 3 clusters Score -1.235067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -12350678.000000 Penalty: 5505.388672
	Iteration 68Q: 3 clusters Score -1.235068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -12350662.000000 Penalty: 5505.388672
	Iteration 69Q: 3 clusters Score -1.235066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -12350664.000000 Penalty: 5505.388672
	Iteration 70Q: 3 clusters Score -1.235066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -12350666.000000 Penalty: 5505.388672
	Iteration 71Q: 3 clusters Score -1.235067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -12350667.000000 Penalty: 5505.388672
	Iteration 72Q: 3 clusters Score -1.235067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -12350656.000000 Penalty: 5505.388672
	Iteration 73Q: 3 clusters Score -1.235066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -12350660.000000 Penalty: 5505.388672
	Iteration 74Q: 3 clusters Score -1.235066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -12350644.000000 Penalty: 5505.388672
	Iteration 75Q: 3 clusters Score -1.235064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -12350647.000000 Penalty: 5505.388672
	Iteration 76Q: 3 clusters Score -1.235065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -12350647.000000 Penalty: 5505.388672
	Iteration 77Q: 3 clusters Score -1.235065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -12350648.000000 Penalty: 5505.388672
	Iteration 78Q: 3 clusters Score -1.235065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -12350637.000000 Penalty: 5505.388672
	Iteration 79Q: 3 clusters Score -1.235064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -12350645.000000 Penalty: 5505.388672
	Iteration 80F: 3 clusters Score -1.235064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -12350626.000000 Penalty: 5505.388672
	Iteration 81Q: 3 clusters Score -1.235063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -12350614.000000 Penalty: 5505.388672
	Iteration 82Q: 3 clusters Score -1.235061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -12350620.000000 Penalty: 5505.388672
	Iteration 83Q: 3 clusters Score -1.235062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -12350624.000000 Penalty: 5505.388672
	Iteration 84Q: 3 clusters Score -1.235062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -12350612.000000 Penalty: 5505.388672
	Iteration 85Q: 3 clusters Score -1.235061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -12350628.000000 Penalty: 5505.388672
	Iteration 86Q: 3 clusters Score -1.235063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -12350628.000000 Penalty: 5505.388672
	Iteration 87Q: 3 clusters Score -1.235063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -12350619.000000 Penalty: 5505.388672
	Iteration 88Q: 3 clusters Score -1.235062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -12350619.000000 Penalty: 5505.388672
	Iteration 89F: 3 clusters Score -1.235062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47850 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 28425 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12024 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 20636 members 
Mstep: Class 14 contains 29362 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49743 members 
Mstep: Class 19 contains 10716 members 
Mstep: Class 20 contains 15549 members 
Mstep: Class 21 contains 48500 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 31019 members 
Mstep: Class 24 contains 20583 members 
Mstep: Class 25 contains 55708 members 
Mstep: Class 26 contains 42700 members 
Mstep: Class 27 contains 28090 members 
Mstep: Class 28 contains 48497 members 
Mstep: Class 29 contains 19093 members 
Mstep: Class 30 contains 47050 members 
Entering Unmasked Estep 
Score: -110168440.000000 Penalty: 99019.257812
Splitting cluster 29 changes total score from -110161272.000000 to -110168440.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47850 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 28425 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12024 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 20636 members 
Mstep: Class 14 contains 29362 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49743 members 
Mstep: Class 19 contains 10716 members 
Mstep: Class 20 contains 15549 members 
Mstep: Class 21 contains 48500 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 31019 members 
Mstep: Class 24 contains 20583 members 
Mstep: Class 25 contains 55708 members 
Mstep: Class 26 contains 42700 members 
Mstep: Class 27 contains 28090 members 
Mstep: Class 28 contains 48497 members 
Mstep: Class 29 contains 19093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170120.000000 Penalty: 99019.257812
Iteration 279Q: 31 clusters Score -1.101701e+08 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2944 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47931 members 
Mstep: Class 7 contains 14270 members 
Mstep: Class 8 contains 28385 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 20612 members 
Mstep: Class 14 contains 29388 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49654 members 
Mstep: Class 19 contains 10632 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 47982 members 
Mstep: Class 22 contains 10419 members 
Mstep: Class 23 contains 31178 members 
Mstep: Class 24 contains 19820 members 
Mstep: Class 25 contains 55553 members 
Mstep: Class 26 contains 42658 members 
Mstep: Class 27 contains 29257 members 
Mstep: Class 28 contains 48449 members 
Mstep: Class 29 contains 20086 members 
Mstep: Class 30 contains 47107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172016.000000 Penalty: 99019.257812
Iteration 280F: 31 clusters Score -1.10172e+08 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47747 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 28083 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 20523 members 
Mstep: Class 14 contains 29388 members 
Mstep: Class 15 contains 10774 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49248 members 
Mstep: Class 19 contains 10519 members 
Mstep: Class 20 contains 15395 members 
Mstep: Class 21 contains 46785 members 
Mstep: Class 22 contains 9795 members 
Mstep: Class 23 contains 31307 members 
Mstep: Class 24 contains 19117 members 
Mstep: Class 25 contains 56126 members 
Mstep: Class 26 contains 42699 members 
Mstep: Class 27 contains 30279 members 
Mstep: Class 28 contains 48429 members 
Mstep: Class 29 contains 20761 members 
Mstep: Class 30 contains 48668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172304.000000 Penalty: 99019.257812
Iteration 281Q: 31 clusters Score -1.101723e+08 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2929 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47593 members 
Mstep: Class 7 contains 14158 members 
Mstep: Class 8 contains 27800 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12051 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 20444 members 
Mstep: Class 14 contains 29396 members 
Mstep: Class 15 contains 10584 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49005 members 
Mstep: Class 19 contains 10451 members 
Mstep: Class 20 contains 15282 members 
Mstep: Class 21 contains 45601 members 
Mstep: Class 22 contains 9178 members 
Mstep: Class 23 contains 31445 members 
Mstep: Class 24 contains 18515 members 
Mstep: Class 25 contains 56704 members 
Mstep: Class 26 contains 42822 members 
Mstep: Class 27 contains 30878 members 
Mstep: Class 28 contains 48507 members 
Mstep: Class 29 contains 21693 members 
Mstep: Class 30 contains 49778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172288.000000 Penalty: 99019.257812
Iteration 282Q: 31 clusters Score -1.101723e+08 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2922 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47556 members 
Mstep: Class 7 contains 14130 members 
Mstep: Class 8 contains 27561 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12073 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 20340 members 
Mstep: Class 14 contains 29415 members 
Mstep: Class 15 contains 10385 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48818 members 
Mstep: Class 19 contains 10410 members 
Mstep: Class 20 contains 15187 members 
Mstep: Class 21 contains 44802 members 
Mstep: Class 22 contains 8627 members 
Mstep: Class 23 contains 31630 members 
Mstep: Class 24 contains 17943 members 
Mstep: Class 25 contains 57333 members 
Mstep: Class 26 contains 42827 members 
Mstep: Class 27 contains 31238 members 
Mstep: Class 28 contains 48561 members 
Mstep: Class 29 contains 22754 members 
Mstep: Class 30 contains 50301 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 283Q: 31 clusters Score -1.101718e+08 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2919 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47535 members 
Mstep: Class 7 contains 14083 members 
Mstep: Class 8 contains 27368 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12100 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 20241 members 
Mstep: Class 14 contains 29401 members 
Mstep: Class 15 contains 10192 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48690 members 
Mstep: Class 19 contains 10370 members 
Mstep: Class 20 contains 15130 members 
Mstep: Class 21 contains 44247 members 
Mstep: Class 22 contains 8105 members 
Mstep: Class 23 contains 31800 members 
Mstep: Class 24 contains 17302 members 
Mstep: Class 25 contains 57962 members 
Mstep: Class 26 contains 42704 members 
Mstep: Class 27 contains 31545 members 
Mstep: Class 28 contains 48635 members 
Mstep: Class 29 contains 23769 members 
Mstep: Class 30 contains 50715 members 
Entering Unmasked Estep 
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Iteration 284Q: 31 clusters Score -1.101709e+08 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47504 members 
Mstep: Class 7 contains 14082 members 
Mstep: Class 8 contains 27186 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12114 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 20174 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 9981 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48644 members 
Mstep: Class 19 contains 10346 members 
Mstep: Class 20 contains 15113 members 
Mstep: Class 21 contains 43965 members 
Mstep: Class 22 contains 7619 members 
Mstep: Class 23 contains 31943 members 
Mstep: Class 24 contains 16692 members 
Mstep: Class 25 contains 58379 members 
Mstep: Class 26 contains 42601 members 
Mstep: Class 27 contains 31922 members 
Mstep: Class 28 contains 48585 members 
Mstep: Class 29 contains 24752 members 
Mstep: Class 30 contains 50918 members 
Entering Unmasked Estep 
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Iteration 285Q: 31 clusters Score -1.101702e+08 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2908 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47499 members 
Mstep: Class 7 contains 14080 members 
Mstep: Class 8 contains 26967 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12126 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 20111 members 
Mstep: Class 14 contains 29373 members 
Mstep: Class 15 contains 9764 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48672 members 
Mstep: Class 19 contains 10325 members 
Mstep: Class 20 contains 15096 members 
Mstep: Class 21 contains 43558 members 
Mstep: Class 22 contains 7149 members 
Mstep: Class 23 contains 32080 members 
Mstep: Class 24 contains 16041 members 
Mstep: Class 25 contains 58697 members 
Mstep: Class 26 contains 42556 members 
Mstep: Class 27 contains 32350 members 
Mstep: Class 28 contains 48598 members 
Mstep: Class 29 contains 25772 members 
Mstep: Class 30 contains 51094 members 
Entering Unmasked Estep 
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Iteration 286Q: 31 clusters Score -1.101696e+08 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47493 members 
Mstep: Class 7 contains 14065 members 
Mstep: Class 8 contains 26777 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12132 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 20050 members 
Mstep: Class 14 contains 29362 members 
Mstep: Class 15 contains 9542 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48703 members 
Mstep: Class 19 contains 10333 members 
Mstep: Class 20 contains 15092 members 
Mstep: Class 21 contains 43218 members 
Mstep: Class 22 contains 6697 members 
Mstep: Class 23 contains 32156 members 
Mstep: Class 24 contains 15393 members 
Mstep: Class 25 contains 58945 members 
Mstep: Class 26 contains 42612 members 
Mstep: Class 27 contains 32830 members 
Mstep: Class 28 contains 48653 members 
Mstep: Class 29 contains 26911 members 
Mstep: Class 30 contains 50949 members 
Entering Unmasked Estep 
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Iteration 287Q: 31 clusters Score -1.1017e+08 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47480 members 
Mstep: Class 7 contains 14056 members 
Mstep: Class 8 contains 26586 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12146 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 20011 members 
Mstep: Class 14 contains 29352 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48735 members 
Mstep: Class 19 contains 10339 members 
Mstep: Class 20 contains 15059 members 
Mstep: Class 21 contains 42755 members 
Mstep: Class 22 contains 6366 members 
Mstep: Class 23 contains 32280 members 
Mstep: Class 24 contains 14710 members 
Mstep: Class 25 contains 59030 members 
Mstep: Class 26 contains 42566 members 
Mstep: Class 27 contains 33307 members 
Mstep: Class 28 contains 48750 members 
Mstep: Class 29 contains 28067 members 
Mstep: Class 30 contains 51003 members 
Entering Unmasked Estep 
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Iteration 288Q: 31 clusters Score -1.101695e+08 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47490 members 
Mstep: Class 7 contains 14045 members 
Mstep: Class 8 contains 26428 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12169 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 19975 members 
Mstep: Class 14 contains 29333 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48749 members 
Mstep: Class 19 contains 10339 members 
Mstep: Class 20 contains 15026 members 
Mstep: Class 21 contains 42220 members 
Mstep: Class 22 contains 6021 members 
Mstep: Class 23 contains 32450 members 
Mstep: Class 24 contains 14114 members 
Mstep: Class 25 contains 59002 members 
Mstep: Class 26 contains 42148 members 
Mstep: Class 27 contains 33823 members 
Mstep: Class 28 contains 48868 members 
Mstep: Class 29 contains 29267 members 
Mstep: Class 30 contains 51322 members 
Entering Unmasked Estep 
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Score: -110169552.000000 Penalty: 99019.257812
Iteration 289Q: 31 clusters Score -1.101696e+08 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2896 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47483 members 
Mstep: Class 7 contains 14037 members 
Mstep: Class 8 contains 26294 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12199 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 29322 members 
Mstep: Class 15 contains 8947 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48712 members 
Mstep: Class 19 contains 10339 members 
Mstep: Class 20 contains 15005 members 
Mstep: Class 21 contains 41833 members 
Mstep: Class 22 contains 5701 members 
Mstep: Class 23 contains 32697 members 
Mstep: Class 24 contains 13571 members 
Mstep: Class 25 contains 58981 members 
Mstep: Class 26 contains 41576 members 
Mstep: Class 27 contains 34380 members 
Mstep: Class 28 contains 48931 members 
Mstep: Class 29 contains 30480 members 
Mstep: Class 30 contains 51483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169512.000000 Penalty: 99019.257812
Iteration 290Q: 31 clusters Score -1.101695e+08 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2891 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47487 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12232 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 19915 members 
Mstep: Class 14 contains 29300 members 
Mstep: Class 15 contains 8759 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48723 members 
Mstep: Class 19 contains 10338 members 
Mstep: Class 20 contains 14976 members 
Mstep: Class 21 contains 41535 members 
Mstep: Class 22 contains 5362 members 
Mstep: Class 23 contains 32965 members 
Mstep: Class 24 contains 13109 members 
Mstep: Class 25 contains 58960 members 
Mstep: Class 26 contains 41099 members 
Mstep: Class 27 contains 35035 members 
Mstep: Class 28 contains 48915 members 
Mstep: Class 29 contains 31672 members 
Mstep: Class 30 contains 51333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169368.000000 Penalty: 99019.257812
Iteration 291Q: 31 clusters Score -1.101694e+08 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2893 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47474 members 
Mstep: Class 7 contains 14014 members 
Mstep: Class 8 contains 26015 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12270 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 19894 members 
Mstep: Class 14 contains 29284 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48737 members 
Mstep: Class 19 contains 10353 members 
Mstep: Class 20 contains 14946 members 
Mstep: Class 21 contains 41327 members 
Mstep: Class 22 contains 5066 members 
Mstep: Class 23 contains 33252 members 
Mstep: Class 24 contains 12683 members 
Mstep: Class 25 contains 58977 members 
Mstep: Class 26 contains 40570 members 
Mstep: Class 27 contains 35660 members 
Mstep: Class 28 contains 48856 members 
Mstep: Class 29 contains 32847 members 
Mstep: Class 30 contains 51131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169408.000000 Penalty: 99019.257812
Iteration 292Q: 31 clusters Score -1.101694e+08 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47442 members 
Mstep: Class 7 contains 14005 members 
Mstep: Class 8 contains 25870 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 19855 members 
Mstep: Class 14 contains 29277 members 
Mstep: Class 15 contains 8372 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48746 members 
Mstep: Class 19 contains 10352 members 
Mstep: Class 20 contains 14923 members 
Mstep: Class 21 contains 40990 members 
Mstep: Class 22 contains 4787 members 
Mstep: Class 23 contains 33554 members 
Mstep: Class 24 contains 12285 members 
Mstep: Class 25 contains 58997 members 
Mstep: Class 26 contains 40203 members 
Mstep: Class 27 contains 36423 members 
Mstep: Class 28 contains 48784 members 
Mstep: Class 29 contains 33985 members 
Mstep: Class 30 contains 50762 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 293Q: 31 clusters Score -1.101693e+08 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47435 members 
Mstep: Class 7 contains 13991 members 
Mstep: Class 8 contains 25750 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12374 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 19829 members 
Mstep: Class 14 contains 29267 members 
Mstep: Class 15 contains 8166 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48743 members 
Mstep: Class 19 contains 10333 members 
Mstep: Class 20 contains 14894 members 
Mstep: Class 21 contains 40579 members 
Mstep: Class 22 contains 4527 members 
Mstep: Class 23 contains 33837 members 
Mstep: Class 24 contains 11946 members 
Mstep: Class 25 contains 59005 members 
Mstep: Class 26 contains 39569 members 
Mstep: Class 27 contains 37276 members 
Mstep: Class 28 contains 48696 members 
Mstep: Class 29 contains 35192 members 
Mstep: Class 30 contains 50526 members 
Entering Unmasked Estep 
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Iteration 294Q: 31 clusters Score -1.101689e+08 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2873 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47404 members 
Mstep: Class 7 contains 13995 members 
Mstep: Class 8 contains 25587 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12415 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 19795 members 
Mstep: Class 14 contains 29266 members 
Mstep: Class 15 contains 7957 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48774 members 
Mstep: Class 19 contains 10314 members 
Mstep: Class 20 contains 14881 members 
Mstep: Class 21 contains 40139 members 
Mstep: Class 22 contains 4294 members 
Mstep: Class 23 contains 34060 members 
Mstep: Class 24 contains 11678 members 
Mstep: Class 25 contains 59113 members 
Mstep: Class 26 contains 38913 members 
Mstep: Class 27 contains 38165 members 
Mstep: Class 28 contains 48695 members 
Mstep: Class 29 contains 36290 members 
Mstep: Class 30 contains 50209 members 
Entering Unmasked Estep 
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Iteration 295Q: 31 clusters Score -1.101686e+08 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2868 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47397 members 
Mstep: Class 7 contains 13991 members 
Mstep: Class 8 contains 25457 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12449 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 19738 members 
Mstep: Class 14 contains 29270 members 
Mstep: Class 15 contains 7759 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48817 members 
Mstep: Class 19 contains 10283 members 
Mstep: Class 20 contains 14873 members 
Mstep: Class 21 contains 39626 members 
Mstep: Class 22 contains 4100 members 
Mstep: Class 23 contains 34253 members 
Mstep: Class 24 contains 11432 members 
Mstep: Class 25 contains 59121 members 
Mstep: Class 26 contains 38264 members 
Mstep: Class 27 contains 39110 members 
Mstep: Class 28 contains 48742 members 
Mstep: Class 29 contains 37339 members 
Mstep: Class 30 contains 49929 members 
Entering Unmasked Estep 
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Iteration 296Q: 31 clusters Score -1.101685e+08 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47401 members 
Mstep: Class 7 contains 13985 members 
Mstep: Class 8 contains 25323 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12479 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 19671 members 
Mstep: Class 14 contains 29268 members 
Mstep: Class 15 contains 7557 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48859 members 
Mstep: Class 19 contains 10269 members 
Mstep: Class 20 contains 14854 members 
Mstep: Class 21 contains 39005 members 
Mstep: Class 22 contains 3929 members 
Mstep: Class 23 contains 34455 members 
Mstep: Class 24 contains 11222 members 
Mstep: Class 25 contains 59196 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 40110 members 
Mstep: Class 28 contains 48786 members 
Mstep: Class 29 contains 38178 members 
Mstep: Class 30 contains 49924 members 
Entering Unmasked Estep 
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Iteration 297Q: 31 clusters Score -1.101681e+08 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2854 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47448 members 
Mstep: Class 7 contains 13978 members 
Mstep: Class 8 contains 25202 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12496 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 19600 members 
Mstep: Class 14 contains 29253 members 
Mstep: Class 15 contains 7345 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48878 members 
Mstep: Class 19 contains 10266 members 
Mstep: Class 20 contains 14853 members 
Mstep: Class 21 contains 38335 members 
Mstep: Class 22 contains 3777 members 
Mstep: Class 23 contains 34682 members 
Mstep: Class 24 contains 11072 members 
Mstep: Class 25 contains 59247 members 
Mstep: Class 26 contains 36770 members 
Mstep: Class 27 contains 41213 members 
Mstep: Class 28 contains 48863 members 
Mstep: Class 29 contains 38806 members 
Mstep: Class 30 contains 49880 members 
Entering Unmasked Estep 
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Iteration 298Q: 31 clusters Score -1.101677e+08 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2846 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47463 members 
Mstep: Class 7 contains 13974 members 
Mstep: Class 8 contains 25011 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12500 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 19537 members 
Mstep: Class 14 contains 29250 members 
Mstep: Class 15 contains 7117 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48929 members 
Mstep: Class 19 contains 10267 members 
Mstep: Class 20 contains 14839 members 
Mstep: Class 21 contains 37714 members 
Mstep: Class 22 contains 3626 members 
Mstep: Class 23 contains 34932 members 
Mstep: Class 24 contains 10973 members 
Mstep: Class 25 contains 59291 members 
Mstep: Class 26 contains 36167 members 
Mstep: Class 27 contains 42460 members 
Mstep: Class 28 contains 49006 members 
Mstep: Class 29 contains 39143 members 
Mstep: Class 30 contains 49773 members 
Entering Unmasked Estep 
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Iteration 299Q: 31 clusters Score -1.101675e+08 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47457 members 
Mstep: Class 7 contains 13970 members 
Mstep: Class 8 contains 24864 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12499 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 19498 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48932 members 
Mstep: Class 19 contains 10262 members 
Mstep: Class 20 contains 14823 members 
Mstep: Class 21 contains 37225 members 
Mstep: Class 22 contains 3497 members 
Mstep: Class 23 contains 35210 members 
Mstep: Class 24 contains 10905 members 
Mstep: Class 25 contains 59356 members 
Mstep: Class 26 contains 35653 members 
Mstep: Class 27 contains 43687 members 
Mstep: Class 28 contains 49164 members 
Mstep: Class 29 contains 39276 members 
Mstep: Class 30 contains 49547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167408.000000 Penalty: 99019.257812
Iteration 300F: 31 clusters Score -1.101674e+08 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2828 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47474 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 24706 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12482 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 19466 members 
Mstep: Class 14 contains 29253 members 
Mstep: Class 15 contains 6696 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48924 members 
Mstep: Class 19 contains 10258 members 
Mstep: Class 20 contains 14795 members 
Mstep: Class 21 contains 36829 members 
Mstep: Class 22 contains 3388 members 
Mstep: Class 23 contains 35512 members 
Mstep: Class 24 contains 10857 members 
Mstep: Class 25 contains 59481 members 
Mstep: Class 26 contains 34526 members 
Mstep: Class 27 contains 44906 members 
Mstep: Class 28 contains 49320 members 
Mstep: Class 29 contains 40022 members 
Mstep: Class 30 contains 49129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166984.000000 Penalty: 99019.257812
Iteration 301Q: 31 clusters Score -1.10167e+08 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2823 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47473 members 
Mstep: Class 7 contains 13979 members 
Mstep: Class 8 contains 24564 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12466 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 19415 members 
Mstep: Class 14 contains 29255 members 
Mstep: Class 15 contains 6488 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48905 members 
Mstep: Class 19 contains 10264 members 
Mstep: Class 20 contains 14776 members 
Mstep: Class 21 contains 36705 members 
Mstep: Class 22 contains 3290 members 
Mstep: Class 23 contains 35776 members 
Mstep: Class 24 contains 10864 members 
Mstep: Class 25 contains 59646 members 
Mstep: Class 26 contains 33505 members 
Mstep: Class 27 contains 46399 members 
Mstep: Class 28 contains 49414 members 
Mstep: Class 29 contains 40606 members 
Mstep: Class 30 contains 48203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167184.000000 Penalty: 99019.257812
Iteration 302Q: 31 clusters Score -1.101672e+08 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47490 members 
Mstep: Class 7 contains 13993 members 
Mstep: Class 8 contains 24420 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12439 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 19371 members 
Mstep: Class 14 contains 29249 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48834 members 
Mstep: Class 19 contains 10289 members 
Mstep: Class 20 contains 14739 members 
Mstep: Class 21 contains 36131 members 
Mstep: Class 22 contains 3192 members 
Mstep: Class 23 contains 36041 members 
Mstep: Class 24 contains 11008 members 
Mstep: Class 25 contains 59688 members 
Mstep: Class 26 contains 32578 members 
Mstep: Class 27 contains 48315 members 
Mstep: Class 28 contains 49508 members 
Mstep: Class 29 contains 40723 members 
Mstep: Class 30 contains 47699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166688.000000 Penalty: 99019.257812
Iteration 303Q: 31 clusters Score -1.101667e+08 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2808 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47516 members 
Mstep: Class 7 contains 14054 members 
Mstep: Class 8 contains 24276 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12414 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 19331 members 
Mstep: Class 14 contains 29246 members 
Mstep: Class 15 contains 6100 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48771 members 
Mstep: Class 19 contains 10362 members 
Mstep: Class 20 contains 14706 members 
Mstep: Class 21 contains 34616 members 
Mstep: Class 22 contains 3121 members 
Mstep: Class 23 contains 36282 members 
Mstep: Class 24 contains 11165 members 
Mstep: Class 25 contains 59740 members 
Mstep: Class 26 contains 31581 members 
Mstep: Class 27 contains 50924 members 
Mstep: Class 28 contains 49569 members 
Mstep: Class 29 contains 40887 members 
Mstep: Class 30 contains 47347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166104.000000 Penalty: 99019.257812
Iteration 304Q: 31 clusters Score -1.101661e+08 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47593 members 
Mstep: Class 7 contains 14130 members 
Mstep: Class 8 contains 24140 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12391 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 19284 members 
Mstep: Class 14 contains 29253 members 
Mstep: Class 15 contains 5915 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48770 members 
Mstep: Class 19 contains 10478 members 
Mstep: Class 20 contains 14703 members 
Mstep: Class 21 contains 33340 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 36524 members 
Mstep: Class 24 contains 11299 members 
Mstep: Class 25 contains 60093 members 
Mstep: Class 26 contains 30423 members 
Mstep: Class 27 contains 53558 members 
Mstep: Class 28 contains 49575 members 
Mstep: Class 29 contains 40960 members 
Mstep: Class 30 contains 46537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168280.000000 Penalty: 99019.257812
Iteration 305Q: 31 clusters Score -1.101683e+08 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47652 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 24020 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12360 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 19192 members 
Mstep: Class 14 contains 29252 members 
Mstep: Class 15 contains 5737 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48740 members 
Mstep: Class 19 contains 10558 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 32256 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 36743 members 
Mstep: Class 24 contains 11404 members 
Mstep: Class 25 contains 60221 members 
Mstep: Class 26 contains 29383 members 
Mstep: Class 27 contains 55753 members 
Mstep: Class 28 contains 49611 members 
Mstep: Class 29 contains 40464 members 
Mstep: Class 30 contains 46812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169104.000000 Penalty: 99019.257812
Iteration 306Q: 31 clusters Score -1.101691e+08 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47673 members 
Mstep: Class 7 contains 14253 members 
Mstep: Class 8 contains 23868 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 19120 members 
Mstep: Class 14 contains 29242 members 
Mstep: Class 15 contains 5571 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48733 members 
Mstep: Class 19 contains 10594 members 
Mstep: Class 20 contains 14669 members 
Mstep: Class 21 contains 31420 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 11539 members 
Mstep: Class 25 contains 59847 members 
Mstep: Class 26 contains 28418 members 
Mstep: Class 27 contains 57048 members 
Mstep: Class 28 contains 49637 members 
Mstep: Class 29 contains 39806 members 
Mstep: Class 30 contains 48379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169808.000000 Penalty: 99019.257812
Iteration 307Q: 31 clusters Score -1.101698e+08 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47691 members 
Mstep: Class 7 contains 14322 members 
Mstep: Class 8 contains 23742 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12265 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 19058 members 
Mstep: Class 14 contains 29242 members 
Mstep: Class 15 contains 5433 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48681 members 
Mstep: Class 19 contains 10639 members 
Mstep: Class 20 contains 14646 members 
Mstep: Class 21 contains 31261 members 
Mstep: Class 22 contains 2854 members 
Mstep: Class 23 contains 37202 members 
Mstep: Class 24 contains 11708 members 
Mstep: Class 25 contains 59273 members 
Mstep: Class 26 contains 27687 members 
Mstep: Class 27 contains 57239 members 
Mstep: Class 28 contains 49463 members 
Mstep: Class 29 contains 39515 members 
Mstep: Class 30 contains 50115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169240.000000 Penalty: 99019.257812
Iteration 308Q: 31 clusters Score -1.101692e+08 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47697 members 
Mstep: Class 7 contains 14394 members 
Mstep: Class 8 contains 23556 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12212 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 18994 members 
Mstep: Class 14 contains 29233 members 
Mstep: Class 15 contains 5285 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48611 members 
Mstep: Class 19 contains 10674 members 
Mstep: Class 20 contains 14615 members 
Mstep: Class 21 contains 31650 members 
Mstep: Class 22 contains 2797 members 
Mstep: Class 23 contains 37448 members 
Mstep: Class 24 contains 11956 members 
Mstep: Class 25 contains 58622 members 
Mstep: Class 26 contains 26965 members 
Mstep: Class 27 contains 57020 members 
Mstep: Class 28 contains 49137 members 
Mstep: Class 29 contains 39323 members 
Mstep: Class 30 contains 51854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169272.000000 Penalty: 99019.257812
Iteration 309Q: 31 clusters Score -1.101693e+08 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47738 members 
Mstep: Class 7 contains 14434 members 
Mstep: Class 8 contains 23366 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12127 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 18906 members 
Mstep: Class 14 contains 29213 members 
Mstep: Class 15 contains 5148 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48514 members 
Mstep: Class 19 contains 10729 members 
Mstep: Class 20 contains 14576 members 
Mstep: Class 21 contains 32758 members 
Mstep: Class 22 contains 2727 members 
Mstep: Class 23 contains 37647 members 
Mstep: Class 24 contains 12255 members 
Mstep: Class 25 contains 58074 members 
Mstep: Class 26 contains 26312 members 
Mstep: Class 27 contains 56628 members 
Mstep: Class 28 contains 48652 members 
Mstep: Class 29 contains 38878 members 
Mstep: Class 30 contains 53362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169960.000000 Penalty: 99019.257812
Iteration 310Q: 31 clusters Score -1.1017e+08 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47714 members 
Mstep: Class 7 contains 14443 members 
Mstep: Class 8 contains 23146 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12028 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 18823 members 
Mstep: Class 14 contains 29207 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48415 members 
Mstep: Class 19 contains 10776 members 
Mstep: Class 20 contains 14523 members 
Mstep: Class 21 contains 34413 members 
Mstep: Class 22 contains 2639 members 
Mstep: Class 23 contains 37786 members 
Mstep: Class 24 contains 12486 members 
Mstep: Class 25 contains 57765 members 
Mstep: Class 26 contains 25758 members 
Mstep: Class 27 contains 55849 members 
Mstep: Class 28 contains 48064 members 
Mstep: Class 29 contains 38544 members 
Mstep: Class 30 contains 54654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3229.270996 but Gain 3300.640625
Score: -110170648.000000 Penalty: 95718.617188
Iteration 311Q: 30 clusters Score -1.101706e+08 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2760 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47818 members 
Mstep: Class 7 contains 14541 members 
Mstep: Class 8 contains 23358 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11937 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 18822 members 
Mstep: Class 14 contains 29187 members 
Mstep: Class 15 contains 4901 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48467 members 
Mstep: Class 19 contains 10862 members 
Mstep: Class 20 contains 14531 members 
Mstep: Class 21 contains 36320 members 
Mstep: Class 23 contains 37910 members 
Mstep: Class 24 contains 12628 members 
Mstep: Class 25 contains 57437 members 
Mstep: Class 26 contains 25200 members 
Mstep: Class 27 contains 54949 members 
Mstep: Class 28 contains 48754 members 
Mstep: Class 29 contains 38665 members 
Mstep: Class 30 contains 55768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173168.000000 Penalty: 95718.617188
Iteration 312Q: 30 clusters Score -1.101732e+08 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47774 members 
Mstep: Class 7 contains 14524 members 
Mstep: Class 8 contains 22726 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11828 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 18708 members 
Mstep: Class 14 contains 29187 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48300 members 
Mstep: Class 19 contains 10910 members 
Mstep: Class 20 contains 14469 members 
Mstep: Class 21 contains 38251 members 
Mstep: Class 23 contains 38023 members 
Mstep: Class 24 contains 12739 members 
Mstep: Class 25 contains 56656 members 
Mstep: Class 26 contains 24651 members 
Mstep: Class 27 contains 54552 members 
Mstep: Class 28 contains 48323 members 
Mstep: Class 29 contains 38982 members 
Mstep: Class 30 contains 56668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174200.000000 Penalty: 95718.617188
Iteration 313Q: 30 clusters Score -1.101742e+08 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47718 members 
Mstep: Class 7 contains 14502 members 
Mstep: Class 8 contains 21909 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11734 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 18608 members 
Mstep: Class 14 contains 29166 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48128 members 
Mstep: Class 19 contains 10940 members 
Mstep: Class 20 contains 14413 members 
Mstep: Class 21 contains 40124 members 
Mstep: Class 23 contains 38136 members 
Mstep: Class 24 contains 12801 members 
Mstep: Class 25 contains 55962 members 
Mstep: Class 26 contains 24041 members 
Mstep: Class 27 contains 54471 members 
Mstep: Class 28 contains 47927 members 
Mstep: Class 29 contains 39363 members 
Mstep: Class 30 contains 57460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173560.000000 Penalty: 95718.617188
Iteration 314Q: 30 clusters Score -1.101736e+08 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47691 members 
Mstep: Class 7 contains 14453 members 
Mstep: Class 8 contains 21116 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11615 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 18512 members 
Mstep: Class 14 contains 29129 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47955 members 
Mstep: Class 19 contains 10927 members 
Mstep: Class 20 contains 14316 members 
Mstep: Class 21 contains 42042 members 
Mstep: Class 23 contains 38250 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 55408 members 
Mstep: Class 26 contains 23422 members 
Mstep: Class 27 contains 54526 members 
Mstep: Class 28 contains 47356 members 
Mstep: Class 29 contains 39718 members 
Mstep: Class 30 contains 58217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173304.000000 Penalty: 95718.617188
Iteration 315Q: 30 clusters Score -1.101733e+08 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47645 members 
Mstep: Class 7 contains 14371 members 
Mstep: Class 8 contains 20327 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11508 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 18424 members 
Mstep: Class 14 contains 29104 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47771 members 
Mstep: Class 19 contains 10886 members 
Mstep: Class 20 contains 14226 members 
Mstep: Class 21 contains 44058 members 
Mstep: Class 23 contains 38362 members 
Mstep: Class 24 contains 12966 members 
Mstep: Class 25 contains 54763 members 
Mstep: Class 26 contains 22836 members 
Mstep: Class 27 contains 54884 members 
Mstep: Class 28 contains 46720 members 
Mstep: Class 29 contains 39980 members 
Mstep: Class 30 contains 58853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173480.000000 Penalty: 95718.617188
Iteration 316Q: 30 clusters Score -1.101735e+08 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47616 members 
Mstep: Class 7 contains 14245 members 
Mstep: Class 8 contains 19562 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11390 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 18331 members 
Mstep: Class 14 contains 29080 members 
Mstep: Class 15 contains 4235 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47658 members 
Mstep: Class 19 contains 10814 members 
Mstep: Class 20 contains 14121 members 
Mstep: Class 21 contains 46241 members 
Mstep: Class 23 contains 38527 members 
Mstep: Class 24 contains 13151 members 
Mstep: Class 25 contains 53501 members 
Mstep: Class 26 contains 22327 members 
Mstep: Class 27 contains 55568 members 
Mstep: Class 28 contains 46418 members 
Mstep: Class 29 contains 39975 members 
Mstep: Class 30 contains 59319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173040.000000 Penalty: 95718.617188
Iteration 317Q: 30 clusters Score -1.10173e+08 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2734 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47623 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 18712 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11258 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 18213 members 
Mstep: Class 14 contains 29037 members 
Mstep: Class 15 contains 4109 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47491 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 14018 members 
Mstep: Class 21 contains 48785 members 
Mstep: Class 23 contains 38665 members 
Mstep: Class 24 contains 13396 members 
Mstep: Class 25 contains 51063 members 
Mstep: Class 26 contains 21844 members 
Mstep: Class 27 contains 56985 members 
Mstep: Class 28 contains 46246 members 
Mstep: Class 29 contains 39792 members 
Mstep: Class 30 contains 59989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171768.000000 Penalty: 95718.617188
Iteration 318Q: 30 clusters Score -1.101718e+08 nChanged 13630
Entering ConstructFrom: 
Score: -110171768.000000 Penalty: 95718.617188
Entering ConstructFrom: 
Trying to split cluster 1 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -89379.906250 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -89379.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87831.906250 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -87831.91 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -88456.757812 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -88456.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -88696.640625 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -88696.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -88846.960938 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -88846.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88929.226562 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -88929.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88979.906250 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -88979.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89029.625000 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -89029.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89071.601562 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -89071.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89103.125000 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -89103.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89133.437500 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -89133.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89172.664062 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -89172.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89190.640625 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -89190.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -89205.093750 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -89205.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89213.460938 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -89213.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89219.054688 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -89219.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89222.992188 Penalty: 3242.917236
	Iteration 15F: 3 clusters Score -89222.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89233.929688 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -89233.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -89235.710938 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -89235.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -89237.554688 Penalty: 3242.917236
	Iteration 18Q: 3 clusters Score -89237.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89238.546875 Penalty: 3242.917236
	Iteration 19Q: 3 clusters Score -89238.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89238.546875 Penalty: 3242.917236
	Iteration 20F: 3 clusters Score -89238.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50975.343750 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50975.34 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 243 members 
Entering Unmasked Estep 
Score: -49517.671875 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -49517.67 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49838.117188 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49838.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49974.773438 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -49974.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50055.863281 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -50055.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50075.363281 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -50075.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50083.359375 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -50083.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50092.136719 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -50092.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50096.324219 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -50096.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50109.214844 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -50109.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50124.101562 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -50124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50141.835938 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -50141.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50151.199219 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -50151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50166.312500 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -50166.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50180.289062 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -50180.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50197.484375 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -50197.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50219.437500 Penalty: 3059.088379
	Iteration 15Q: 3 clusters Score -50219.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50247.500000 Penalty: 3059.088379
	Iteration 16Q: 3 clusters Score -50247.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50280.042969 Penalty: 3059.088379
	Iteration 17Q: 3 clusters Score -50280.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50315.980469 Penalty: 3059.088379
	Iteration 18Q: 3 clusters Score -50315.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50350.371094 Penalty: 3059.088379
	Iteration 19Q: 3 clusters Score -50350.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50405.339844 Penalty: 3059.088379
	Iteration 20F: 3 clusters Score -50405.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50451.273438 Penalty: 3059.088379
	Iteration 21Q: 3 clusters Score -50451.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50460.378906 Penalty: 3059.088379
	Iteration 22Q: 3 clusters Score -50460.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50482.382812 Penalty: 3059.088379
	Iteration 23Q: 3 clusters Score -50482.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50499.914062 Penalty: 3059.088379
	Iteration 24Q: 3 clusters Score -50499.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50510.726562 Penalty: 3059.088379
	Iteration 25Q: 3 clusters Score -50510.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50533.761719 Penalty: 3059.088379
	Iteration 26Q: 3 clusters Score -50533.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50548.261719 Penalty: 3059.088379
	Iteration 27Q: 3 clusters Score -50548.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50556.281250 Penalty: 3059.088379
	Iteration 28Q: 3 clusters Score -50556.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50573.730469 Penalty: 3059.088379
	Iteration 29Q: 3 clusters Score -50573.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50607.324219 Penalty: 3059.088379
	Iteration 30Q: 3 clusters Score -50607.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50642.585938 Penalty: 3059.088379
	Iteration 31Q: 3 clusters Score -50642.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50662.269531 Penalty: 3059.088379
	Iteration 32Q: 3 clusters Score -50662.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50682.816406 Penalty: 3059.088379
	Iteration 33Q: 3 clusters Score -50682.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50691.230469 Penalty: 3059.088379
	Iteration 34Q: 3 clusters Score -50691.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50695.535156 Penalty: 3059.088379
	Iteration 35F: 3 clusters Score -50695.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50712.589844 Penalty: 3059.088379
	Iteration 36Q: 3 clusters Score -50712.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50722.050781 Penalty: 3059.088379
	Iteration 37Q: 3 clusters Score -50722.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50736.425781 Penalty: 3059.088379
	Iteration 38Q: 3 clusters Score -50736.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50740.324219 Penalty: 3059.088379
	Iteration 39Q: 3 clusters Score -50740.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50745.000000 Penalty: 3059.088379
	Iteration 40F: 3 clusters Score -50745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -21301.232422 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -21301.23 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 152 members 
Entering Unmasked Estep 
Score: -20192.728516 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -20192.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20368.748047 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -20368.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20471.642578 Penalty: 2782.298096
	Iteration 2F: 3 clusters Score -20471.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20526.802734 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -20526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20596.695312 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -20596.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20614.220703 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -20614.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20623.578125 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -20623.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20629.322266 Penalty: 2782.298096
	Iteration 7Q: 3 clusters Score -20629.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20636.906250 Penalty: 2782.298096
	Iteration 8Q: 3 clusters Score -20636.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20637.810547 Penalty: 2782.298096
	Iteration 9Q: 3 clusters Score -20637.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20637.810547 Penalty: 2782.298096
	Iteration 10F: 3 clusters Score -20637.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -506425.343750 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -506425.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -503328.875000 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -503328.9 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -503925.687500 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -503925.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -504121.187500 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -504121.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -504228.250000 Penalty: 3922.560059
	Iteration 3F: 3 clusters Score -504228.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -504286.281250 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -504286.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -504330.750000 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -504330.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -504363.906250 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -504363.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -504399.750000 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -504399.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -504427.937500 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -504427.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -504449.750000 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -504449.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -504469.875000 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -504469.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -504490.687500 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -504490.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -504510.750000 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -504510.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -504535.593750 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -504535.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -504559.562500 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -504559.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -504581.125000 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -504581.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -504595.687500 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -504595.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -504611.656250 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -504611.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -504625.843750 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -504625.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -504641.500000 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -504641.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -504658.656250 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -504658.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -504677.218750 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -504677.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -504695.406250 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -504695.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -504716.093750 Penalty: 3922.560059
	Iteration 23Q: 3 clusters Score -504716.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -504735.687500 Penalty: 3922.560059
	Iteration 24Q: 3 clusters Score -504735.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -504749.343750 Penalty: 3922.560059
	Iteration 25Q: 3 clusters Score -504749.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -504756.218750 Penalty: 3922.560059
	Iteration 26Q: 3 clusters Score -504756.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -504761.468750 Penalty: 3922.560059
	Iteration 27Q: 3 clusters Score -504761.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -504768.312500 Penalty: 3922.560059
	Iteration 28Q: 3 clusters Score -504768.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -504776.281250 Penalty: 3922.560059
	Iteration 29Q: 3 clusters Score -504776.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -504788.750000 Penalty: 3922.560059
	Iteration 30Q: 3 clusters Score -504788.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -504801.343750 Penalty: 3922.560059
	Iteration 31Q: 3 clusters Score -504801.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -504813.875000 Penalty: 3922.560059
	Iteration 32Q: 3 clusters Score -504813.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -504821.750000 Penalty: 3922.560059
	Iteration 33Q: 3 clusters Score -504821.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -504829.093750 Penalty: 3922.560059
	Iteration 34Q: 3 clusters Score -504829.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -504836.500000 Penalty: 3922.560059
	Iteration 35Q: 3 clusters Score -504836.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -504844.718750 Penalty: 3922.560059
	Iteration 36Q: 3 clusters Score -504844.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -504850.312500 Penalty: 3922.560059
	Iteration 37Q: 3 clusters Score -504850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -504852.250000 Penalty: 3922.560059
	Iteration 38Q: 3 clusters Score -504852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -504857.343750 Penalty: 3922.560059
	Iteration 39Q: 3 clusters Score -504857.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -504859.625000 Penalty: 3922.560059
	Iteration 40F: 3 clusters Score -504859.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -504863.281250 Penalty: 3922.560059
	Iteration 41Q: 3 clusters Score -504863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -504868.750000 Penalty: 3922.560059
	Iteration 42Q: 3 clusters Score -504868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -504869.812500 Penalty: 3922.560059
	Iteration 43Q: 3 clusters Score -504869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -504869.531250 Penalty: 3922.560059
	Iteration 44Q: 3 clusters Score -504869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -504870.781250 Penalty: 3922.560059
	Iteration 45Q: 3 clusters Score -504870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -504874.218750 Penalty: 3922.560059
	Iteration 46Q: 3 clusters Score -504874.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -504877.187500 Penalty: 3922.560059
	Iteration 47Q: 3 clusters Score -504877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -504879.750000 Penalty: 3922.560059
	Iteration 48Q: 3 clusters Score -504879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -504883.218750 Penalty: 3922.560059
	Iteration 49Q: 3 clusters Score -504883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -504887.281250 Penalty: 3922.560059
	Iteration 50Q: 3 clusters Score -504887.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -504889.812500 Penalty: 3922.560059
	Iteration 51Q: 3 clusters Score -504889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -504891.687500 Penalty: 3922.560059
	Iteration 52Q: 3 clusters Score -504891.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -504893.187500 Penalty: 3922.560059
	Iteration 53Q: 3 clusters Score -504893.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -504893.187500 Penalty: 3922.560059
	Iteration 54F: 3 clusters Score -504893.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -80624.078125 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -80624.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79225.421875 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -79225.42 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79512.203125 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -79512.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79596.929688 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -79596.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -79677.601562 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -79677.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -79729.125000 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -79729.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -79802.492188 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -79802.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -79835.382812 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -79835.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -79849.296875 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -79849.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -79858.570312 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -79858.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -79863.351562 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -79863.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -79863.351562 Penalty: 3099.029297
	Iteration 10F: 3 clusters Score -79863.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Entering Unmasked Estep 
Score: -8776054.000000 Penalty: 2671.386963
	Iteration 0F: 2 clusters Score -8776054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -8744107.000000 Penalty: 5342.773926
	Iteration 0F: 3 clusters Score -8744107 nChanged 21934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -8756130.000000 Penalty: 5342.773926
	Iteration 1F: 3 clusters Score -8756130 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -8756564.000000 Penalty: 5342.773926
	Iteration 2Q: 3 clusters Score -8756564 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -8756925.000000 Penalty: 5342.773926
	Iteration 3Q: 3 clusters Score -8756925 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -8757240.000000 Penalty: 5342.773926
	Iteration 4Q: 3 clusters Score -8757240 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -8757532.000000 Penalty: 5342.773926
	Iteration 5Q: 3 clusters Score -8757532 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -8757797.000000 Penalty: 5342.773926
	Iteration 6Q: 3 clusters Score -8757797 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -8758100.000000 Penalty: 5342.773926
	Iteration 7Q: 3 clusters Score -8758100 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -8758439.000000 Penalty: 5342.773926
	Iteration 8Q: 3 clusters Score -8758439 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -8758908.000000 Penalty: 5342.773926
	Iteration 9Q: 3 clusters Score -8758908 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -8759598.000000 Penalty: 5342.773926
	Iteration 10Q: 3 clusters Score -8759598 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -8760526.000000 Penalty: 5342.773926
	Iteration 11Q: 3 clusters Score -8760526 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -8761983.000000 Penalty: 5342.773926
	Iteration 12Q: 3 clusters Score -8761983 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -8763867.000000 Penalty: 5342.773926
	Iteration 13F: 3 clusters Score -8763867 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -8765766.000000 Penalty: 5342.773926
	Iteration 14F: 3 clusters Score -8765766 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -8767098.000000 Penalty: 5342.773926
	Iteration 15Q: 3 clusters Score -8767098 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -8767810.000000 Penalty: 5342.773926
	Iteration 16Q: 3 clusters Score -8767810 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -8768136.000000 Penalty: 5342.773926
	Iteration 17Q: 3 clusters Score -8768136 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -8768299.000000 Penalty: 5342.773926
	Iteration 18Q: 3 clusters Score -8768299 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -8768403.000000 Penalty: 5342.773926
	Iteration 19Q: 3 clusters Score -8768403 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -8768502.000000 Penalty: 5342.773926
	Iteration 20F: 3 clusters Score -8768502 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -8768594.000000 Penalty: 5342.773926
	Iteration 21Q: 3 clusters Score -8768594 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -8768649.000000 Penalty: 5342.773926
	Iteration 22Q: 3 clusters Score -8768649 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -8768748.000000 Penalty: 5342.773926
	Iteration 23Q: 3 clusters Score -8768748 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -8768880.000000 Penalty: 5342.773926
	Iteration 24Q: 3 clusters Score -8768880 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -8768958.000000 Penalty: 5342.773926
	Iteration 25Q: 3 clusters Score -8768958 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -8769072.000000 Penalty: 5342.773926
	Iteration 26Q: 3 clusters Score -8769072 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -8769245.000000 Penalty: 5342.773926
	Iteration 27Q: 3 clusters Score -8769245 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -8769449.000000 Penalty: 5342.773926
	Iteration 28Q: 3 clusters Score -8769449 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -8769637.000000 Penalty: 5342.773926
	Iteration 29Q: 3 clusters Score -8769637 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -8769823.000000 Penalty: 5342.773926
	Iteration 30Q: 3 clusters Score -8769823 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -8770064.000000 Penalty: 5342.773926
	Iteration 31Q: 3 clusters Score -8770064 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -8770278.000000 Penalty: 5342.773926
	Iteration 32Q: 3 clusters Score -8770278 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -8770532.000000 Penalty: 5342.773926
	Iteration 33Q: 3 clusters Score -8770532 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -8770799.000000 Penalty: 5342.773926
	Iteration 34Q: 3 clusters Score -8770799 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -8771081.000000 Penalty: 5342.773926
	Iteration 35Q: 3 clusters Score -8771081 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -8771392.000000 Penalty: 5342.773926
	Iteration 36Q: 3 clusters Score -8771392 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -8771660.000000 Penalty: 5342.773926
	Iteration 37Q: 3 clusters Score -8771660 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -8771988.000000 Penalty: 5342.773926
	Iteration 38Q: 3 clusters Score -8771988 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8772254.000000 Penalty: 5342.773926
	Iteration 39Q: 3 clusters Score -8772254 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -8772482.000000 Penalty: 5342.773926
	Iteration 40F: 3 clusters Score -8772482 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8772709.000000 Penalty: 5342.773926
	Iteration 41Q: 3 clusters Score -8772709 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -8772935.000000 Penalty: 5342.773926
	Iteration 42Q: 3 clusters Score -8772935 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -8773092.000000 Penalty: 5342.773926
	Iteration 43Q: 3 clusters Score -8773092 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8773227.000000 Penalty: 5342.773926
	Iteration 44Q: 3 clusters Score -8773227 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -8773344.000000 Penalty: 5342.773926
	Iteration 45Q: 3 clusters Score -8773344 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -8773441.000000 Penalty: 5342.773926
	Iteration 46Q: 3 clusters Score -8773441 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -8773518.000000 Penalty: 5342.773926
	Iteration 47Q: 3 clusters Score -8773518 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -8773550.000000 Penalty: 5342.773926
	Iteration 48Q: 3 clusters Score -8773550 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -8773578.000000 Penalty: 5342.773926
	Iteration 49Q: 3 clusters Score -8773578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -8773607.000000 Penalty: 5342.773926
	Iteration 50Q: 3 clusters Score -8773607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -8773621.000000 Penalty: 5342.773926
	Iteration 51Q: 3 clusters Score -8773621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -8773626.000000 Penalty: 5342.773926
	Iteration 52Q: 3 clusters Score -8773626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -8773633.000000 Penalty: 5342.773926
	Iteration 53Q: 3 clusters Score -8773633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -8773641.000000 Penalty: 5342.773926
	Iteration 54Q: 3 clusters Score -8773641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -8773653.000000 Penalty: 5342.773926
	Iteration 55Q: 3 clusters Score -8773653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -8773677.000000 Penalty: 5342.773926
	Iteration 56Q: 3 clusters Score -8773677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -8773685.000000 Penalty: 5342.773926
	Iteration 57Q: 3 clusters Score -8773685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -8773704.000000 Penalty: 5342.773926
	Iteration 58Q: 3 clusters Score -8773704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -8773724.000000 Penalty: 5342.773926
	Iteration 59Q: 3 clusters Score -8773724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -8773732.000000 Penalty: 5342.773926
	Iteration 60F: 3 clusters Score -8773732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -8773728.000000 Penalty: 5342.773926
	Iteration 61Q: 3 clusters Score -8773728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -8773745.000000 Penalty: 5342.773926
	Iteration 62Q: 3 clusters Score -8773745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -8773746.000000 Penalty: 5342.773926
	Iteration 63Q: 3 clusters Score -8773746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -8773752.000000 Penalty: 5342.773926
	Iteration 64Q: 3 clusters Score -8773752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -8773769.000000 Penalty: 5342.773926
	Iteration 65Q: 3 clusters Score -8773769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -8773769.000000 Penalty: 5342.773926
	Iteration 66Q: 3 clusters Score -8773769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -8773765.000000 Penalty: 5342.773926
	Iteration 67Q: 3 clusters Score -8773765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -8773772.000000 Penalty: 5342.773926
	Iteration 68Q: 3 clusters Score -8773772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -8773777.000000 Penalty: 5342.773926
	Iteration 69Q: 3 clusters Score -8773777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -8773774.000000 Penalty: 5342.773926
	Iteration 70Q: 3 clusters Score -8773774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -8773783.000000 Penalty: 5342.773926
	Iteration 71Q: 3 clusters Score -8773783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -8773779.000000 Penalty: 5342.773926
	Iteration 72Q: 3 clusters Score -8773779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -8773779.000000 Penalty: 5342.773926
	Iteration 73F: 3 clusters Score -8773779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Entering Unmasked Estep 
Score: -2608679.250000 Penalty: 2367.485352
	Iteration 0F: 2 clusters Score -2608679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2598445.000000 Penalty: 4734.970703
	Iteration 0F: 3 clusters Score -2598445 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2601638.500000 Penalty: 4734.970703
	Iteration 1F: 3 clusters Score -2601638 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2601946.250000 Penalty: 4734.970703
	Iteration 2F: 3 clusters Score -2601946 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2602184.000000 Penalty: 4734.970703
	Iteration 3Q: 3 clusters Score -2602184 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2602343.000000 Penalty: 4734.970703
	Iteration 4Q: 3 clusters Score -2602343 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2602509.000000 Penalty: 4734.970703
	Iteration 5Q: 3 clusters Score -2602509 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2602663.250000 Penalty: 4734.970703
	Iteration 6Q: 3 clusters Score -2602663 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2602830.750000 Penalty: 4734.970703
	Iteration 7Q: 3 clusters Score -2602831 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2603053.500000 Penalty: 4734.970703
	Iteration 8Q: 3 clusters Score -2603054 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2603345.750000 Penalty: 4734.970703
	Iteration 9Q: 3 clusters Score -2603346 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2603715.000000 Penalty: 4734.970703
	Iteration 10Q: 3 clusters Score -2603715 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2604178.250000 Penalty: 4734.970703
	Iteration 11Q: 3 clusters Score -2604178 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2604723.000000 Penalty: 4734.970703
	Iteration 12Q: 3 clusters Score -2604723 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2605257.500000 Penalty: 4734.970703
	Iteration 13Q: 3 clusters Score -2605258 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2605712.500000 Penalty: 4734.970703
	Iteration 14Q: 3 clusters Score -2605712 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2606079.500000 Penalty: 4734.970703
	Iteration 15Q: 3 clusters Score -2606080 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2606272.250000 Penalty: 4734.970703
	Iteration 16Q: 3 clusters Score -2606272 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2606406.500000 Penalty: 4734.970703
	Iteration 17Q: 3 clusters Score -2606406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2606503.250000 Penalty: 4734.970703
	Iteration 18Q: 3 clusters Score -2606503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2606549.000000 Penalty: 4734.970703
	Iteration 19Q: 3 clusters Score -2606549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2606574.000000 Penalty: 4734.970703
	Iteration 20F: 3 clusters Score -2606574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2606581.000000 Penalty: 4734.970703
	Iteration 21Q: 3 clusters Score -2606581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2606592.500000 Penalty: 4734.970703
	Iteration 22Q: 3 clusters Score -2606592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2606600.750000 Penalty: 4734.970703
	Iteration 23Q: 3 clusters Score -2606601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2606605.000000 Penalty: 4734.970703
	Iteration 24Q: 3 clusters Score -2606605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2606605.750000 Penalty: 4734.970703
	Iteration 25Q: 3 clusters Score -2606606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2606605.750000 Penalty: 4734.970703
	Iteration 26F: 3 clusters Score -2606606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Entering Unmasked Estep 
Score: -3319177.750000 Penalty: 2427.470947
	Iteration 0F: 2 clusters Score -3319178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3306473.000000 Penalty: 4854.941895
	Iteration 0F: 3 clusters Score -3306473 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3310719.750000 Penalty: 4854.941895
	Iteration 1F: 3 clusters Score -3310720 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3311068.250000 Penalty: 4854.941895
	Iteration 2F: 3 clusters Score -3311068 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3311360.000000 Penalty: 4854.941895
	Iteration 3Q: 3 clusters Score -3311360 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3311627.250000 Penalty: 4854.941895
	Iteration 4Q: 3 clusters Score -3311627 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3311910.000000 Penalty: 4854.941895
	Iteration 5Q: 3 clusters Score -3311910 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3312258.000000 Penalty: 4854.941895
	Iteration 6Q: 3 clusters Score -3312258 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3312713.250000 Penalty: 4854.941895
	Iteration 7Q: 3 clusters Score -3312713 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3313331.750000 Penalty: 4854.941895
	Iteration 8Q: 3 clusters Score -3313332 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3313981.000000 Penalty: 4854.941895
	Iteration 9Q: 3 clusters Score -3313981 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3314622.500000 Penalty: 4854.941895
	Iteration 10Q: 3 clusters Score -3314622 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3315224.500000 Penalty: 4854.941895
	Iteration 11Q: 3 clusters Score -3315224 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3315742.750000 Penalty: 4854.941895
	Iteration 12Q: 3 clusters Score -3315743 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3316134.250000 Penalty: 4854.941895
	Iteration 13Q: 3 clusters Score -3316134 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3316395.750000 Penalty: 4854.941895
	Iteration 14Q: 3 clusters Score -3316396 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3316606.250000 Penalty: 4854.941895
	Iteration 15Q: 3 clusters Score -3316606 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3316720.250000 Penalty: 4854.941895
	Iteration 16Q: 3 clusters Score -3316720 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3316816.500000 Penalty: 4854.941895
	Iteration 17Q: 3 clusters Score -3316816 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3316915.000000 Penalty: 4854.941895
	Iteration 18Q: 3 clusters Score -3316915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3316970.750000 Penalty: 4854.941895
	Iteration 19Q: 3 clusters Score -3316971 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3317000.500000 Penalty: 4854.941895
	Iteration 20F: 3 clusters Score -3317000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3317012.750000 Penalty: 4854.941895
	Iteration 21Q: 3 clusters Score -3317013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3317034.750000 Penalty: 4854.941895
	Iteration 22Q: 3 clusters Score -3317035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3317042.000000 Penalty: 4854.941895
	Iteration 23Q: 3 clusters Score -3317042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3317059.500000 Penalty: 4854.941895
	Iteration 24Q: 3 clusters Score -3317060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3317077.250000 Penalty: 4854.941895
	Iteration 25Q: 3 clusters Score -3317077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3317085.000000 Penalty: 4854.941895
	Iteration 26Q: 3 clusters Score -3317085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3317091.000000 Penalty: 4854.941895
	Iteration 27Q: 3 clusters Score -3317091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3317091.000000 Penalty: 4854.941895
	Iteration 28Q: 3 clusters Score -3317091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3317099.750000 Penalty: 4854.941895
	Iteration 29Q: 3 clusters Score -3317100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3317111.750000 Penalty: 4854.941895
	Iteration 30Q: 3 clusters Score -3317112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3317115.500000 Penalty: 4854.941895
	Iteration 31Q: 3 clusters Score -3317116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3317123.750000 Penalty: 4854.941895
	Iteration 32Q: 3 clusters Score -3317124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3317127.000000 Penalty: 4854.941895
	Iteration 33Q: 3 clusters Score -3317127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3317133.500000 Penalty: 4854.941895
	Iteration 34Q: 3 clusters Score -3317134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3317137.000000 Penalty: 4854.941895
	Iteration 35Q: 3 clusters Score -3317137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3317140.000000 Penalty: 4854.941895
	Iteration 36Q: 3 clusters Score -3317140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3317140.250000 Penalty: 4854.941895
	Iteration 37Q: 3 clusters Score -3317140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3317147.000000 Penalty: 4854.941895
	Iteration 38Q: 3 clusters Score -3317147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3317149.250000 Penalty: 4854.941895
	Iteration 39Q: 3 clusters Score -3317149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3317154.750000 Penalty: 4854.941895
	Iteration 40F: 3 clusters Score -3317155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3317162.000000 Penalty: 4854.941895
	Iteration 41Q: 3 clusters Score -3317162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3317161.000000 Penalty: 4854.941895
	Iteration 42Q: 3 clusters Score -3317161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3317164.000000 Penalty: 4854.941895
	Iteration 43Q: 3 clusters Score -3317164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3317166.250000 Penalty: 4854.941895
	Iteration 44Q: 3 clusters Score -3317166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3317166.250000 Penalty: 4854.941895
	Iteration 45F: 3 clusters Score -3317166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -187341.171875 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -187341.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -185333.968750 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -185334 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -185684.281250 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -185684.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -185812.875000 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -185812.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -185890.359375 Penalty: 3489.056396
	Iteration 3Q: 3 clusters Score -185890.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -185951.515625 Penalty: 3489.056396
	Iteration 4Q: 3 clusters Score -185951.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -185991.031250 Penalty: 3489.056396
	Iteration 5Q: 3 clusters Score -185991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -186022.843750 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -186022.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -186057.203125 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -186057.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -186095.046875 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -186095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -186144.156250 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -186144.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -186188.406250 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -186188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -186211.234375 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -186211.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -186232.015625 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -186232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -186241.671875 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -186241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -186246.609375 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -186246.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -186260.796875 Penalty: 3489.056396
	Iteration 15Q: 3 clusters Score -186260.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -186280.718750 Penalty: 3489.056396
	Iteration 16Q: 3 clusters Score -186280.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -186305.500000 Penalty: 3489.056396
	Iteration 17Q: 3 clusters Score -186305.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -186319.828125 Penalty: 3489.056396
	Iteration 18Q: 3 clusters Score -186319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -186326.296875 Penalty: 3489.056396
	Iteration 19Q: 3 clusters Score -186326.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -186333.906250 Penalty: 3489.056396
	Iteration 20F: 3 clusters Score -186333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -186335.250000 Penalty: 3489.056396
	Iteration 21Q: 3 clusters Score -186335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -186338.593750 Penalty: 3489.056396
	Iteration 22Q: 3 clusters Score -186338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -186338.984375 Penalty: 3489.056396
	Iteration 23Q: 3 clusters Score -186339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -186338.984375 Penalty: 3489.056396
	Iteration 24F: 3 clusters Score -186339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Entering Unmasked Estep 
Score: -2051455.000000 Penalty: 2310.090332
	Iteration 0F: 2 clusters Score -2051455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2043136.250000 Penalty: 4620.180664
	Iteration 0F: 3 clusters Score -2043136 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2045533.375000 Penalty: 4620.180664
	Iteration 1F: 3 clusters Score -2045533 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2046037.000000 Penalty: 4620.180664
	Iteration 2F: 3 clusters Score -2046037 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2046525.750000 Penalty: 4620.180664
	Iteration 3F: 3 clusters Score -2046526 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2047041.875000 Penalty: 4620.180664
	Iteration 4F: 3 clusters Score -2047042 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2047545.875000 Penalty: 4620.180664
	Iteration 5F: 3 clusters Score -2047546 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2048043.875000 Penalty: 4620.180664
	Iteration 6F: 3 clusters Score -2048044 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2048504.125000 Penalty: 4620.180664
	Iteration 7F: 3 clusters Score -2048504 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2048945.500000 Penalty: 4620.180664
	Iteration 8F: 3 clusters Score -2048946 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2049429.625000 Penalty: 4620.180664
	Iteration 9F: 3 clusters Score -2049430 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2049842.250000 Penalty: 4620.180664
	Iteration 10Q: 3 clusters Score -2049842 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2050066.125000 Penalty: 4620.180664
	Iteration 11Q: 3 clusters Score -2050066 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2050158.625000 Penalty: 4620.180664
	Iteration 12Q: 3 clusters Score -2050159 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2050195.375000 Penalty: 4620.180664
	Iteration 13Q: 3 clusters Score -2050195 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2050221.125000 Penalty: 4620.180664
	Iteration 14Q: 3 clusters Score -2050221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2050239.250000 Penalty: 4620.180664
	Iteration 15Q: 3 clusters Score -2050239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2050246.875000 Penalty: 4620.180664
	Iteration 16Q: 3 clusters Score -2050247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2050250.625000 Penalty: 4620.180664
	Iteration 17Q: 3 clusters Score -2050251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2050253.500000 Penalty: 4620.180664
	Iteration 18Q: 3 clusters Score -2050254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2050255.625000 Penalty: 4620.180664
	Iteration 19Q: 3 clusters Score -2050256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2050258.375000 Penalty: 4620.180664
	Iteration 20F: 3 clusters Score -2050258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2050266.125000 Penalty: 4620.180664
	Iteration 21Q: 3 clusters Score -2050266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2050269.250000 Penalty: 4620.180664
	Iteration 22Q: 3 clusters Score -2050269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2050270.125000 Penalty: 4620.180664
	Iteration 23Q: 3 clusters Score -2050270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2050269.500000 Penalty: 4620.180664
	Iteration 24Q: 3 clusters Score -2050270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2050273.125000 Penalty: 4620.180664
	Iteration 25Q: 3 clusters Score -2050273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2050273.750000 Penalty: 4620.180664
	Iteration 26Q: 3 clusters Score -2050274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2050273.250000 Penalty: 4620.180664
	Iteration 27Q: 3 clusters Score -2050273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2050276.250000 Penalty: 4620.180664
	Iteration 28Q: 3 clusters Score -2050276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2050277.375000 Penalty: 4620.180664
	Iteration 29Q: 3 clusters Score -2050277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2050282.125000 Penalty: 4620.180664
	Iteration 30Q: 3 clusters Score -2050282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2050278.625000 Penalty: 4620.180664
	Iteration 31Q: 3 clusters Score -2050279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2050278.625000 Penalty: 4620.180664
	Iteration 32F: 3 clusters Score -2050279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -414633.406250 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -414633.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -411721.125000 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -411721.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -412332.718750 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -412332.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -412544.187500 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -412544.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -412686.875000 Penalty: 3856.953125
	Iteration 3F: 3 clusters Score -412686.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -412797.781250 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -412797.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -412882.531250 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -412882.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -412945.718750 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -412945.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -413009.875000 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -413009.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -413058.312500 Penalty: 3856.953125
	Iteration 8Q: 3 clusters Score -413058.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -413090.062500 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -413090.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -413114.906250 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -413114.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -413135.156250 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -413135.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -413163.937500 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -413163.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -413187.562500 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -413187.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -413210.281250 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -413210.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -413232.375000 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -413232.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -413248.156250 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -413248.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -413268.312500 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -413268.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -413290.968750 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -413291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -413315.812500 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -413315.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -413339.312500 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -413339.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -413356.093750 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -413356.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -413366.812500 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -413366.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -413375.906250 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -413375.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -413386.250000 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -413386.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -413398.500000 Penalty: 3856.953125
	Iteration 25Q: 3 clusters Score -413398.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -413407.687500 Penalty: 3856.953125
	Iteration 26Q: 3 clusters Score -413407.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -413412.406250 Penalty: 3856.953125
	Iteration 27Q: 3 clusters Score -413412.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -413420.125000 Penalty: 3856.953125
	Iteration 28Q: 3 clusters Score -413420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -413422.968750 Penalty: 3856.953125
	Iteration 29Q: 3 clusters Score -413423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -413422.968750 Penalty: 3856.953125
	Iteration 30F: 3 clusters Score -413423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -137004.500000 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -137004.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -135266.734375 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -135266.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -135469.390625 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -135469.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -135585.437500 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -135585.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -135680.640625 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -135680.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -135848.625000 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -135848.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -135953.140625 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -135953.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -136010.875000 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -136010.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136070.312500 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -136070.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -136101.265625 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -136101.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -136144.921875 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -136144.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -136183.218750 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -136183.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -136229.359375 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -136229.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -136279.625000 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -136279.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -136315.140625 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -136315.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136370.281250 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -136370.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136398.796875 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -136398.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -136414.296875 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -136414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136421.187500 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -136421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136421.640625 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -136421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136421.640625 Penalty: 3306.810547
	Iteration 19F: 3 clusters Score -136421.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Entering Unmasked Estep 
Score: -3354518.000000 Penalty: 2431.870605
	Iteration 0F: 2 clusters Score -3354518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -3341590.500000 Penalty: 4863.741211
	Iteration 0F: 3 clusters Score -3341590 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3345798.750000 Penalty: 4863.741211
	Iteration 1F: 3 clusters Score -3345799 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3346111.500000 Penalty: 4863.741211
	Iteration 2F: 3 clusters Score -3346112 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3346384.500000 Penalty: 4863.741211
	Iteration 3Q: 3 clusters Score -3346384 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3346611.250000 Penalty: 4863.741211
	Iteration 4Q: 3 clusters Score -3346611 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3346836.000000 Penalty: 4863.741211
	Iteration 5Q: 3 clusters Score -3346836 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3347046.250000 Penalty: 4863.741211
	Iteration 6Q: 3 clusters Score -3347046 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3347234.000000 Penalty: 4863.741211
	Iteration 7Q: 3 clusters Score -3347234 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3347503.000000 Penalty: 4863.741211
	Iteration 8Q: 3 clusters Score -3347503 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3347837.750000 Penalty: 4863.741211
	Iteration 9Q: 3 clusters Score -3347838 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3348273.750000 Penalty: 4863.741211
	Iteration 10Q: 3 clusters Score -3348274 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3348782.250000 Penalty: 4863.741211
	Iteration 11Q: 3 clusters Score -3348782 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3349382.500000 Penalty: 4863.741211
	Iteration 12Q: 3 clusters Score -3349382 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3349940.500000 Penalty: 4863.741211
	Iteration 13Q: 3 clusters Score -3349940 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3350477.750000 Penalty: 4863.741211
	Iteration 14Q: 3 clusters Score -3350478 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3350932.000000 Penalty: 4863.741211
	Iteration 15Q: 3 clusters Score -3350932 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -3351332.000000 Penalty: 4863.741211
	Iteration 16Q: 3 clusters Score -3351332 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3351644.250000 Penalty: 4863.741211
	Iteration 17Q: 3 clusters Score -3351644 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3351853.000000 Penalty: 4863.741211
	Iteration 18Q: 3 clusters Score -3351853 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3352019.500000 Penalty: 4863.741211
	Iteration 19Q: 3 clusters Score -3352020 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3352136.250000 Penalty: 4863.741211
	Iteration 20F: 3 clusters Score -3352136 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3352234.250000 Penalty: 4863.741211
	Iteration 21Q: 3 clusters Score -3352234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3352300.250000 Penalty: 4863.741211
	Iteration 22Q: 3 clusters Score -3352300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3352328.750000 Penalty: 4863.741211
	Iteration 23Q: 3 clusters Score -3352329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3352351.000000 Penalty: 4863.741211
	Iteration 24Q: 3 clusters Score -3352351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3352363.500000 Penalty: 4863.741211
	Iteration 25Q: 3 clusters Score -3352364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3352382.250000 Penalty: 4863.741211
	Iteration 26Q: 3 clusters Score -3352382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3352397.250000 Penalty: 4863.741211
	Iteration 27Q: 3 clusters Score -3352397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3352420.750000 Penalty: 4863.741211
	Iteration 28Q: 3 clusters Score -3352421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3352424.000000 Penalty: 4863.741211
	Iteration 29Q: 3 clusters Score -3352424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3352431.000000 Penalty: 4863.741211
	Iteration 30Q: 3 clusters Score -3352431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3352431.500000 Penalty: 4863.741211
	Iteration 31Q: 3 clusters Score -3352432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3352434.750000 Penalty: 4863.741211
	Iteration 32Q: 3 clusters Score -3352435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3352437.000000 Penalty: 4863.741211
	Iteration 33Q: 3 clusters Score -3352437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3352438.250000 Penalty: 4863.741211
	Iteration 34Q: 3 clusters Score -3352438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3352438.500000 Penalty: 4863.741211
	Iteration 35Q: 3 clusters Score -3352438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3352440.750000 Penalty: 4863.741211
	Iteration 36Q: 3 clusters Score -3352441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3352440.750000 Penalty: 4863.741211
	Iteration 37F: 3 clusters Score -3352441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Entering Unmasked Estep 
Score: -5230307.000000 Penalty: 2548.229736
	Iteration 0F: 2 clusters Score -5230307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -5210372.500000 Penalty: 5096.459473
	Iteration 0F: 3 clusters Score -5210372 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5217278.000000 Penalty: 5096.459473
	Iteration 1F: 3 clusters Score -5217278 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -5217683.000000 Penalty: 5096.459473
	Iteration 2Q: 3 clusters Score -5217683 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -5218026.500000 Penalty: 5096.459473
	Iteration 3Q: 3 clusters Score -5218026 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -5218314.000000 Penalty: 5096.459473
	Iteration 4Q: 3 clusters Score -5218314 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -5218529.000000 Penalty: 5096.459473
	Iteration 5Q: 3 clusters Score -5218529 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -5218748.000000 Penalty: 5096.459473
	Iteration 6Q: 3 clusters Score -5218748 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -5219019.500000 Penalty: 5096.459473
	Iteration 7Q: 3 clusters Score -5219020 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -5219297.500000 Penalty: 5096.459473
	Iteration 8Q: 3 clusters Score -5219298 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -5219591.000000 Penalty: 5096.459473
	Iteration 9Q: 3 clusters Score -5219591 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -5219900.500000 Penalty: 5096.459473
	Iteration 10Q: 3 clusters Score -5219900 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -5220252.000000 Penalty: 5096.459473
	Iteration 11Q: 3 clusters Score -5220252 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -5220606.000000 Penalty: 5096.459473
	Iteration 12Q: 3 clusters Score -5220606 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -5220949.000000 Penalty: 5096.459473
	Iteration 13Q: 3 clusters Score -5220949 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -5221299.000000 Penalty: 5096.459473
	Iteration 14Q: 3 clusters Score -5221299 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -5221629.500000 Penalty: 5096.459473
	Iteration 15Q: 3 clusters Score -5221630 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -5221913.000000 Penalty: 5096.459473
	Iteration 16Q: 3 clusters Score -5221913 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -5222166.000000 Penalty: 5096.459473
	Iteration 17Q: 3 clusters Score -5222166 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -5222371.000000 Penalty: 5096.459473
	Iteration 18Q: 3 clusters Score -5222371 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -5222567.500000 Penalty: 5096.459473
	Iteration 19Q: 3 clusters Score -5222568 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5222703.500000 Penalty: 5096.459473
	Iteration 20F: 3 clusters Score -5222704 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -5222820.500000 Penalty: 5096.459473
	Iteration 21Q: 3 clusters Score -5222820 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -5222953.500000 Penalty: 5096.459473
	Iteration 22Q: 3 clusters Score -5222954 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -5223079.000000 Penalty: 5096.459473
	Iteration 23Q: 3 clusters Score -5223079 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -5223196.500000 Penalty: 5096.459473
	Iteration 24Q: 3 clusters Score -5223196 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -5223315.000000 Penalty: 5096.459473
	Iteration 25Q: 3 clusters Score -5223315 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -5223395.000000 Penalty: 5096.459473
	Iteration 26Q: 3 clusters Score -5223395 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -5223479.000000 Penalty: 5096.459473
	Iteration 27Q: 3 clusters Score -5223479 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -5223525.000000 Penalty: 5096.459473
	Iteration 28Q: 3 clusters Score -5223525 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -5223578.000000 Penalty: 5096.459473
	Iteration 29Q: 3 clusters Score -5223578 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -5223620.000000 Penalty: 5096.459473
	Iteration 30Q: 3 clusters Score -5223620 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -5223677.000000 Penalty: 5096.459473
	Iteration 31Q: 3 clusters Score -5223677 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -5223716.000000 Penalty: 5096.459473
	Iteration 32Q: 3 clusters Score -5223716 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -5223756.500000 Penalty: 5096.459473
	Iteration 33Q: 3 clusters Score -5223756 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -5223793.500000 Penalty: 5096.459473
	Iteration 34Q: 3 clusters Score -5223794 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -5223856.000000 Penalty: 5096.459473
	Iteration 35Q: 3 clusters Score -5223856 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -5223916.500000 Penalty: 5096.459473
	Iteration 36Q: 3 clusters Score -5223916 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -5224008.000000 Penalty: 5096.459473
	Iteration 37Q: 3 clusters Score -5224008 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -5224105.000000 Penalty: 5096.459473
	Iteration 38Q: 3 clusters Score -5224105 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5224229.500000 Penalty: 5096.459473
	Iteration 39Q: 3 clusters Score -5224230 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -5224364.500000 Penalty: 5096.459473
	Iteration 40F: 3 clusters Score -5224364 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -5224537.000000 Penalty: 5096.459473
	Iteration 41Q: 3 clusters Score -5224537 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -5224709.500000 Penalty: 5096.459473
	Iteration 42Q: 3 clusters Score -5224710 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5224866.000000 Penalty: 5096.459473
	Iteration 43Q: 3 clusters Score -5224866 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -5225089.000000 Penalty: 5096.459473
	Iteration 44Q: 3 clusters Score -5225089 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -5225318.000000 Penalty: 5096.459473
	Iteration 45Q: 3 clusters Score -5225318 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -5225590.500000 Penalty: 5096.459473
	Iteration 46Q: 3 clusters Score -5225590 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -5225865.500000 Penalty: 5096.459473
	Iteration 47Q: 3 clusters Score -5225866 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -5226200.500000 Penalty: 5096.459473
	Iteration 48Q: 3 clusters Score -5226200 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -5226536.000000 Penalty: 5096.459473
	Iteration 49Q: 3 clusters Score -5226536 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -5226836.500000 Penalty: 5096.459473
	Iteration 50Q: 3 clusters Score -5226836 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -5227142.000000 Penalty: 5096.459473
	Iteration 51Q: 3 clusters Score -5227142 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -5227423.500000 Penalty: 5096.459473
	Iteration 52Q: 3 clusters Score -5227424 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -5227614.500000 Penalty: 5096.459473
	Iteration 53Q: 3 clusters Score -5227614 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -5227773.500000 Penalty: 5096.459473
	Iteration 54Q: 3 clusters Score -5227774 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -5227887.500000 Penalty: 5096.459473
	Iteration 55Q: 3 clusters Score -5227888 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -5227970.000000 Penalty: 5096.459473
	Iteration 56Q: 3 clusters Score -5227970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -5228010.000000 Penalty: 5096.459473
	Iteration 57Q: 3 clusters Score -5228010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5228045.000000 Penalty: 5096.459473
	Iteration 58Q: 3 clusters Score -5228045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -5228054.500000 Penalty: 5096.459473
	Iteration 59Q: 3 clusters Score -5228054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -5228071.000000 Penalty: 5096.459473
	Iteration 60F: 3 clusters Score -5228071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -5228076.500000 Penalty: 5096.459473
	Iteration 61Q: 3 clusters Score -5228076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5228072.500000 Penalty: 5096.459473
	Iteration 62Q: 3 clusters Score -5228072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -5228079.000000 Penalty: 5096.459473
	Iteration 63Q: 3 clusters Score -5228079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -5228084.000000 Penalty: 5096.459473
	Iteration 64Q: 3 clusters Score -5228084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -5228088.500000 Penalty: 5096.459473
	Iteration 65Q: 3 clusters Score -5228088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -5228088.500000 Penalty: 5096.459473
	Iteration 66Q: 3 clusters Score -5228088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -5228089.000000 Penalty: 5096.459473
	Iteration 67Q: 3 clusters Score -5228089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -5228102.500000 Penalty: 5096.459473
	Iteration 68Q: 3 clusters Score -5228102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -5228101.500000 Penalty: 5096.459473
	Iteration 69Q: 3 clusters Score -5228102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -5228105.500000 Penalty: 5096.459473
	Iteration 70Q: 3 clusters Score -5228106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -5228112.500000 Penalty: 5096.459473
	Iteration 71Q: 3 clusters Score -5228112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -5228118.000000 Penalty: 5096.459473
	Iteration 72Q: 3 clusters Score -5228118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -5228119.500000 Penalty: 5096.459473
	Iteration 73Q: 3 clusters Score -5228120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -5228127.000000 Penalty: 5096.459473
	Iteration 74Q: 3 clusters Score -5228127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -5228132.500000 Penalty: 5096.459473
	Iteration 75Q: 3 clusters Score -5228132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -5228137.500000 Penalty: 5096.459473
	Iteration 76Q: 3 clusters Score -5228138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -5228138.500000 Penalty: 5096.459473
	Iteration 77Q: 3 clusters Score -5228138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -5228148.000000 Penalty: 5096.459473
	Iteration 78Q: 3 clusters Score -5228148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -5228149.000000 Penalty: 5096.459473
	Iteration 79Q: 3 clusters Score -5228149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -5228154.000000 Penalty: 5096.459473
	Iteration 80F: 3 clusters Score -5228154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -5228155.500000 Penalty: 5096.459473
	Iteration 81Q: 3 clusters Score -5228156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -5228155.500000 Penalty: 5096.459473
	Iteration 82Q: 3 clusters Score -5228156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -5228154.500000 Penalty: 5096.459473
	Iteration 83Q: 3 clusters Score -5228154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -5228159.000000 Penalty: 5096.459473
	Iteration 84Q: 3 clusters Score -5228159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -5228163.000000 Penalty: 5096.459473
	Iteration 85Q: 3 clusters Score -5228163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -5228162.500000 Penalty: 5096.459473
	Iteration 86Q: 3 clusters Score -5228162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -5228159.500000 Penalty: 5096.459473
	Iteration 87Q: 3 clusters Score -5228160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5228161.000000 Penalty: 5096.459473
	Iteration 88Q: 3 clusters Score -5228161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -5228161.500000 Penalty: 5096.459473
	Iteration 89Q: 3 clusters Score -5228162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -5228169.500000 Penalty: 5096.459473
	Iteration 90Q: 3 clusters Score -5228170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -5228169.500000 Penalty: 5096.459473
	Iteration 91Q: 3 clusters Score -5228170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -5228175.000000 Penalty: 5096.459473
	Iteration 92Q: 3 clusters Score -5228175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -5228177.000000 Penalty: 5096.459473
	Iteration 93Q: 3 clusters Score -5228177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -5228177.000000 Penalty: 5096.459473
	Iteration 94F: 3 clusters Score -5228177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -740691.562500 Penalty: 2055.431885
	Iteration 0F: 2 clusters Score -740691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -736822.187500 Penalty: 4110.863770
	Iteration 0F: 3 clusters Score -736822.2 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -737673.875000 Penalty: 4110.863770
	Iteration 1F: 3 clusters Score -737673.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -737871.875000 Penalty: 4110.863770
	Iteration 2F: 3 clusters Score -737871.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -737992.125000 Penalty: 4110.863770
	Iteration 3Q: 3 clusters Score -737992.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -738061.375000 Penalty: 4110.863770
	Iteration 4Q: 3 clusters Score -738061.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -738130.687500 Penalty: 4110.863770
	Iteration 5Q: 3 clusters Score -738130.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -738181.937500 Penalty: 4110.863770
	Iteration 6Q: 3 clusters Score -738181.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -738214.687500 Penalty: 4110.863770
	Iteration 7Q: 3 clusters Score -738214.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -738233.562500 Penalty: 4110.863770
	Iteration 8Q: 3 clusters Score -738233.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -738249.312500 Penalty: 4110.863770
	Iteration 9Q: 3 clusters Score -738249.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -738262.125000 Penalty: 4110.863770
	Iteration 10Q: 3 clusters Score -738262.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -738270.062500 Penalty: 4110.863770
	Iteration 11Q: 3 clusters Score -738270.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -738280.812500 Penalty: 4110.863770
	Iteration 12Q: 3 clusters Score -738280.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -738286.187500 Penalty: 4110.863770
	Iteration 13Q: 3 clusters Score -738286.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -738296.375000 Penalty: 4110.863770
	Iteration 14Q: 3 clusters Score -738296.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -738310.125000 Penalty: 4110.863770
	Iteration 15Q: 3 clusters Score -738310.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -738325.687500 Penalty: 4110.863770
	Iteration 16Q: 3 clusters Score -738325.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -738340.562500 Penalty: 4110.863770
	Iteration 17Q: 3 clusters Score -738340.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -738354.937500 Penalty: 4110.863770
	Iteration 18Q: 3 clusters Score -738354.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -738362.937500 Penalty: 4110.863770
	Iteration 19Q: 3 clusters Score -738362.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -738369.375000 Penalty: 4110.863770
	Iteration 20F: 3 clusters Score -738369.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -738376.000000 Penalty: 4110.863770
	Iteration 21Q: 3 clusters Score -738376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -738384.875000 Penalty: 4110.863770
	Iteration 22Q: 3 clusters Score -738384.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -738389.187500 Penalty: 4110.863770
	Iteration 23Q: 3 clusters Score -738389.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -738392.625000 Penalty: 4110.863770
	Iteration 24Q: 3 clusters Score -738392.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -738399.125000 Penalty: 4110.863770
	Iteration 25Q: 3 clusters Score -738399.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -738406.187500 Penalty: 4110.863770
	Iteration 26Q: 3 clusters Score -738406.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -738420.062500 Penalty: 4110.863770
	Iteration 27Q: 3 clusters Score -738420.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -738431.812500 Penalty: 4110.863770
	Iteration 28Q: 3 clusters Score -738431.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -738449.437500 Penalty: 4110.863770
	Iteration 29Q: 3 clusters Score -738449.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -738473.000000 Penalty: 4110.863770
	Iteration 30Q: 3 clusters Score -738473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -738489.312500 Penalty: 4110.863770
	Iteration 31Q: 3 clusters Score -738489.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -738507.625000 Penalty: 4110.863770
	Iteration 32Q: 3 clusters Score -738507.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -738528.250000 Penalty: 4110.863770
	Iteration 33Q: 3 clusters Score -738528.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -738545.250000 Penalty: 4110.863770
	Iteration 34Q: 3 clusters Score -738545.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -738561.812500 Penalty: 4110.863770
	Iteration 35Q: 3 clusters Score -738561.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -738577.125000 Penalty: 4110.863770
	Iteration 36Q: 3 clusters Score -738577.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -738591.500000 Penalty: 4110.863770
	Iteration 37Q: 3 clusters Score -738591.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -738604.625000 Penalty: 4110.863770
	Iteration 38Q: 3 clusters Score -738604.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -738622.750000 Penalty: 4110.863770
	Iteration 39Q: 3 clusters Score -738622.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -738640.812500 Penalty: 4110.863770
	Iteration 40F: 3 clusters Score -738640.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -738654.750000 Penalty: 4110.863770
	Iteration 41Q: 3 clusters Score -738654.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -738668.875000 Penalty: 4110.863770
	Iteration 42Q: 3 clusters Score -738668.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -738685.375000 Penalty: 4110.863770
	Iteration 43Q: 3 clusters Score -738685.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -738695.312500 Penalty: 4110.863770
	Iteration 44Q: 3 clusters Score -738695.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -738701.875000 Penalty: 4110.863770
	Iteration 45Q: 3 clusters Score -738701.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -738712.625000 Penalty: 4110.863770
	Iteration 46Q: 3 clusters Score -738712.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -738722.750000 Penalty: 4110.863770
	Iteration 47Q: 3 clusters Score -738722.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -738732.125000 Penalty: 4110.863770
	Iteration 48Q: 3 clusters Score -738732.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -738741.250000 Penalty: 4110.863770
	Iteration 49Q: 3 clusters Score -738741.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -738744.250000 Penalty: 4110.863770
	Iteration 50Q: 3 clusters Score -738744.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -738753.875000 Penalty: 4110.863770
	Iteration 51Q: 3 clusters Score -738753.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -738762.187500 Penalty: 4110.863770
	Iteration 52Q: 3 clusters Score -738762.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -738767.687500 Penalty: 4110.863770
	Iteration 53Q: 3 clusters Score -738767.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -738773.875000 Penalty: 4110.863770
	Iteration 54Q: 3 clusters Score -738773.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -738785.062500 Penalty: 4110.863770
	Iteration 55Q: 3 clusters Score -738785.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -738792.250000 Penalty: 4110.863770
	Iteration 56Q: 3 clusters Score -738792.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -738803.187500 Penalty: 4110.863770
	Iteration 57Q: 3 clusters Score -738803.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -738809.812500 Penalty: 4110.863770
	Iteration 58Q: 3 clusters Score -738809.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -738816.562500 Penalty: 4110.863770
	Iteration 59Q: 3 clusters Score -738816.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -738821.875000 Penalty: 4110.863770
	Iteration 60F: 3 clusters Score -738821.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -738831.000000 Penalty: 4110.863770
	Iteration 61Q: 3 clusters Score -738831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -738839.437500 Penalty: 4110.863770
	Iteration 62Q: 3 clusters Score -738839.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -738849.062500 Penalty: 4110.863770
	Iteration 63Q: 3 clusters Score -738849.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -738855.687500 Penalty: 4110.863770
	Iteration 64Q: 3 clusters Score -738855.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -738858.750000 Penalty: 4110.863770
	Iteration 65Q: 3 clusters Score -738858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -738859.250000 Penalty: 4110.863770
	Iteration 66Q: 3 clusters Score -738859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -738862.500000 Penalty: 4110.863770
	Iteration 67Q: 3 clusters Score -738862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -738863.250000 Penalty: 4110.863770
	Iteration 68Q: 3 clusters Score -738863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -738865.375000 Penalty: 4110.863770
	Iteration 69Q: 3 clusters Score -738865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -738865.312500 Penalty: 4110.863770
	Iteration 70Q: 3 clusters Score -738865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -738864.687500 Penalty: 4110.863770
	Iteration 71Q: 3 clusters Score -738864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -738865.875000 Penalty: 4110.863770
	Iteration 72Q: 3 clusters Score -738865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -738867.125000 Penalty: 4110.863770
	Iteration 73Q: 3 clusters Score -738867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -738867.625000 Penalty: 4110.863770
	Iteration 74Q: 3 clusters Score -738867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -738867.000000 Penalty: 4110.863770
	Iteration 75Q: 3 clusters Score -738867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -738868.625000 Penalty: 4110.863770
	Iteration 76Q: 3 clusters Score -738868.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -738872.125000 Penalty: 4110.863770
	Iteration 77Q: 3 clusters Score -738872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -738872.875000 Penalty: 4110.863770
	Iteration 78Q: 3 clusters Score -738872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -738874.000000 Penalty: 4110.863770
	Iteration 79Q: 3 clusters Score -738874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -738878.250000 Penalty: 4110.863770
	Iteration 80F: 3 clusters Score -738878.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -738879.187500 Penalty: 4110.863770
	Iteration 81Q: 3 clusters Score -738879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -738881.187500 Penalty: 4110.863770
	Iteration 82Q: 3 clusters Score -738881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -738882.500000 Penalty: 4110.863770
	Iteration 83Q: 3 clusters Score -738882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -738885.312500 Penalty: 4110.863770
	Iteration 84Q: 3 clusters Score -738885.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -738887.125000 Penalty: 4110.863770
	Iteration 85Q: 3 clusters Score -738887.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -738893.250000 Penalty: 4110.863770
	Iteration 86Q: 3 clusters Score -738893.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -738902.875000 Penalty: 4110.863770
	Iteration 87Q: 3 clusters Score -738902.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -738909.875000 Penalty: 4110.863770
	Iteration 88Q: 3 clusters Score -738909.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -738922.937500 Penalty: 4110.863770
	Iteration 89Q: 3 clusters Score -738922.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -738931.562500 Penalty: 4110.863770
	Iteration 90Q: 3 clusters Score -738931.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -738938.625000 Penalty: 4110.863770
	Iteration 91Q: 3 clusters Score -738938.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -738943.312500 Penalty: 4110.863770
	Iteration 92Q: 3 clusters Score -738943.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -738946.812500 Penalty: 4110.863770
	Iteration 93Q: 3 clusters Score -738946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -738948.750000 Penalty: 4110.863770
	Iteration 94Q: 3 clusters Score -738948.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -738951.312500 Penalty: 4110.863770
	Iteration 95Q: 3 clusters Score -738951.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -738954.000000 Penalty: 4110.863770
	Iteration 96Q: 3 clusters Score -738954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -738958.812500 Penalty: 4110.863770
	Iteration 97Q: 3 clusters Score -738958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -738966.437500 Penalty: 4110.863770
	Iteration 98Q: 3 clusters Score -738966.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -738970.187500 Penalty: 4110.863770
	Iteration 99Q: 3 clusters Score -738970.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -738976.375000 Penalty: 4110.863770
	Iteration 100F: 3 clusters Score -738976.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -738982.437500 Penalty: 4110.863770
	Iteration 101Q: 3 clusters Score -738982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -738987.812500 Penalty: 4110.863770
	Iteration 102Q: 3 clusters Score -738987.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -738997.750000 Penalty: 4110.863770
	Iteration 103Q: 3 clusters Score -738997.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -739007.187500 Penalty: 4110.863770
	Iteration 104Q: 3 clusters Score -739007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -739011.187500 Penalty: 4110.863770
	Iteration 105Q: 3 clusters Score -739011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -739016.187500 Penalty: 4110.863770
	Iteration 106Q: 3 clusters Score -739016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -739021.062500 Penalty: 4110.863770
	Iteration 107Q: 3 clusters Score -739021.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -739021.062500 Penalty: 4110.863770
	Iteration 108F: 3 clusters Score -739021.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -144252.468750 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -144252.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -142553.250000 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -142553.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -143152.140625 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -143152.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -143451.812500 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -143451.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -143559.656250 Penalty: 3340.357422
	Iteration 3F: 3 clusters Score -143559.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -143630.734375 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -143630.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -143686.187500 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -143686.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -143810.234375 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -143810.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -143899.375000 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -143899.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -143984.093750 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -143984.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -144034.656250 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -144034.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -144090.625000 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -144090.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -144138.421875 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -144138.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -144201.062500 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -144201.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -144239.828125 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -144239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -144333.421875 Penalty: 3340.357422
	Iteration 14Q: 3 clusters Score -144333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -144396.593750 Penalty: 3340.357422
	Iteration 15Q: 3 clusters Score -144396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -144411.640625 Penalty: 3340.357422
	Iteration 16Q: 3 clusters Score -144411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -144411.640625 Penalty: 3340.357422
	Iteration 17F: 3 clusters Score -144411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47654 members 
Mstep: Class 7 contains 13993 members 
Mstep: Class 8 contains 17822 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 29002 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 638 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47399 members 
Mstep: Class 19 contains 10718 members 
Mstep: Class 20 contains 13929 members 
Mstep: Class 21 contains 50969 members 
Mstep: Class 22 contains 203 members 
Mstep: Class 23 contains 38807 members 
Mstep: Class 24 contains 13590 members 
Mstep: Class 25 contains 48500 members 
Mstep: Class 26 contains 21466 members 
Mstep: Class 27 contains 58874 members 
Mstep: Class 28 contains 45897 members 
Mstep: Class 29 contains 39553 members 
Mstep: Class 30 contains 60709 members 
Entering Unmasked Estep 
Score: -110164752.000000 Penalty: 99019.257812
Splitting cluster 16 changes total score from -110171768.000000 to -110164752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -99154.531250 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -99154.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -97513.921875 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -97513.92 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97852.210938 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -97852.21 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97988.507812 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -97988.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98079.562500 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -98079.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98135.515625 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -98135.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98179.757812 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -98179.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98200.648438 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -98200.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98211.117188 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -98211.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98216.898438 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98216.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98222.257812 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98222.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98222.257812 Penalty: 3225.383789
	Iteration 10F: 3 clusters Score -98222.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Entering Unmasked Estep 
Score: -8834540.000000 Penalty: 2670.056396
	Iteration 0F: 2 clusters Score -8834540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -8803912.000000 Penalty: 5340.112793
	Iteration 0F: 3 clusters Score -8803912 nChanged 21828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -8815825.000000 Penalty: 5340.112793
	Iteration 1F: 3 clusters Score -8815825 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -8816406.000000 Penalty: 5340.112793
	Iteration 2Q: 3 clusters Score -8816406 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -8816943.000000 Penalty: 5340.112793
	Iteration 3Q: 3 clusters Score -8816943 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -8817617.000000 Penalty: 5340.112793
	Iteration 4Q: 3 clusters Score -8817617 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -8818559.000000 Penalty: 5340.112793
	Iteration 5Q: 3 clusters Score -8818559 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -8819973.000000 Penalty: 5340.112793
	Iteration 6F: 3 clusters Score -8819973 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -8822201.000000 Penalty: 5340.112793
	Iteration 7F: 3 clusters Score -8822201 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -8825124.000000 Penalty: 5340.112793
	Iteration 8F: 3 clusters Score -8825124 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -8828252.000000 Penalty: 5340.112793
	Iteration 9F: 3 clusters Score -8828252 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8830535.000000 Penalty: 5340.112793
	Iteration 10F: 3 clusters Score -8830535 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -8831529.000000 Penalty: 5340.112793
	Iteration 11Q: 3 clusters Score -8831529 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -8831926.000000 Penalty: 5340.112793
	Iteration 12Q: 3 clusters Score -8831926 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -8832101.000000 Penalty: 5340.112793
	Iteration 13Q: 3 clusters Score -8832101 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -8832193.000000 Penalty: 5340.112793
	Iteration 14Q: 3 clusters Score -8832193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -8832220.000000 Penalty: 5340.112793
	Iteration 15Q: 3 clusters Score -8832220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -8832233.000000 Penalty: 5340.112793
	Iteration 16Q: 3 clusters Score -8832233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -8832250.000000 Penalty: 5340.112793
	Iteration 17Q: 3 clusters Score -8832250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -8832254.000000 Penalty: 5340.112793
	Iteration 18Q: 3 clusters Score -8832254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -8832263.000000 Penalty: 5340.112793
	Iteration 19Q: 3 clusters Score -8832263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -8832270.000000 Penalty: 5340.112793
	Iteration 20F: 3 clusters Score -8832270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -8832269.000000 Penalty: 5340.112793
	Iteration 21Q: 3 clusters Score -8832269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -8832274.000000 Penalty: 5340.112793
	Iteration 22Q: 3 clusters Score -8832274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -8832280.000000 Penalty: 5340.112793
	Iteration 23Q: 3 clusters Score -8832280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -8832286.000000 Penalty: 5340.112793
	Iteration 24Q: 3 clusters Score -8832286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -8832294.000000 Penalty: 5340.112793
	Iteration 25Q: 3 clusters Score -8832294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -8832294.000000 Penalty: 5340.112793
	Iteration 26Q: 3 clusters Score -8832294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -8832304.000000 Penalty: 5340.112793
	Iteration 27Q: 3 clusters Score -8832304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -8832302.000000 Penalty: 5340.112793
	Iteration 28Q: 3 clusters Score -8832302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -8832302.000000 Penalty: 5340.112793
	Iteration 29F: 3 clusters Score -8832302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Entering Unmasked Estep 
Score: -1997806.375000 Penalty: 2301.360596
	Iteration 0F: 2 clusters Score -1997806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1989611.875000 Penalty: 4602.721191
	Iteration 0F: 3 clusters Score -1989612 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1991999.500000 Penalty: 4602.721191
	Iteration 1F: 3 clusters Score -1992000 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1992235.625000 Penalty: 4602.721191
	Iteration 2F: 3 clusters Score -1992236 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1992393.875000 Penalty: 4602.721191
	Iteration 3Q: 3 clusters Score -1992394 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1992512.000000 Penalty: 4602.721191
	Iteration 4Q: 3 clusters Score -1992512 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1992615.375000 Penalty: 4602.721191
	Iteration 5Q: 3 clusters Score -1992615 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1992696.250000 Penalty: 4602.721191
	Iteration 6Q: 3 clusters Score -1992696 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1992781.875000 Penalty: 4602.721191
	Iteration 7Q: 3 clusters Score -1992782 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1992883.375000 Penalty: 4602.721191
	Iteration 8Q: 3 clusters Score -1992883 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1993011.875000 Penalty: 4602.721191
	Iteration 9Q: 3 clusters Score -1993012 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1993177.125000 Penalty: 4602.721191
	Iteration 10Q: 3 clusters Score -1993177 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1993358.125000 Penalty: 4602.721191
	Iteration 11Q: 3 clusters Score -1993358 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1993587.125000 Penalty: 4602.721191
	Iteration 12Q: 3 clusters Score -1993587 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1993874.750000 Penalty: 4602.721191
	Iteration 13Q: 3 clusters Score -1993875 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1994223.125000 Penalty: 4602.721191
	Iteration 14Q: 3 clusters Score -1994223 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1994580.000000 Penalty: 4602.721191
	Iteration 15Q: 3 clusters Score -1994580 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1994932.625000 Penalty: 4602.721191
	Iteration 16Q: 3 clusters Score -1994933 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1995302.625000 Penalty: 4602.721191
	Iteration 17Q: 3 clusters Score -1995303 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1995564.375000 Penalty: 4602.721191
	Iteration 18Q: 3 clusters Score -1995564 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1995738.375000 Penalty: 4602.721191
	Iteration 19Q: 3 clusters Score -1995738 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1995834.750000 Penalty: 4602.721191
	Iteration 20F: 3 clusters Score -1995835 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1995882.000000 Penalty: 4602.721191
	Iteration 21Q: 3 clusters Score -1995882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1995905.125000 Penalty: 4602.721191
	Iteration 22Q: 3 clusters Score -1995905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1995928.625000 Penalty: 4602.721191
	Iteration 23Q: 3 clusters Score -1995929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1995930.875000 Penalty: 4602.721191
	Iteration 24Q: 3 clusters Score -1995931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1995938.750000 Penalty: 4602.721191
	Iteration 25Q: 3 clusters Score -1995939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1995940.875000 Penalty: 4602.721191
	Iteration 26Q: 3 clusters Score -1995941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1995945.250000 Penalty: 4602.721191
	Iteration 27Q: 3 clusters Score -1995945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1995950.250000 Penalty: 4602.721191
	Iteration 28Q: 3 clusters Score -1995950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1995956.000000 Penalty: 4602.721191
	Iteration 29Q: 3 clusters Score -1995956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1995954.000000 Penalty: 4602.721191
	Iteration 30Q: 3 clusters Score -1995954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1995953.125000 Penalty: 4602.721191
	Iteration 31Q: 3 clusters Score -1995953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1995955.250000 Penalty: 4602.721191
	Iteration 32Q: 3 clusters Score -1995955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1995956.000000 Penalty: 4602.721191
	Iteration 33Q: 3 clusters Score -1995956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1995956.000000 Penalty: 4602.721191
	Iteration 34F: 3 clusters Score -1995956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Entering Unmasked Estep 
Score: -2569373.500000 Penalty: 2366.348633
	Iteration 0F: 2 clusters Score -2569374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2559297.500000 Penalty: 4732.697266
	Iteration 0F: 3 clusters Score -2559298 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2562376.500000 Penalty: 4732.697266
	Iteration 1F: 3 clusters Score -2562376 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2562676.250000 Penalty: 4732.697266
	Iteration 2F: 3 clusters Score -2562676 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2562891.500000 Penalty: 4732.697266
	Iteration 3Q: 3 clusters Score -2562892 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2563081.250000 Penalty: 4732.697266
	Iteration 4Q: 3 clusters Score -2563081 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2563217.250000 Penalty: 4732.697266
	Iteration 5Q: 3 clusters Score -2563217 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2563361.500000 Penalty: 4732.697266
	Iteration 6Q: 3 clusters Score -2563362 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2563531.500000 Penalty: 4732.697266
	Iteration 7Q: 3 clusters Score -2563532 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2563752.250000 Penalty: 4732.697266
	Iteration 8Q: 3 clusters Score -2563752 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2564029.000000 Penalty: 4732.697266
	Iteration 9Q: 3 clusters Score -2564029 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2564414.250000 Penalty: 4732.697266
	Iteration 10Q: 3 clusters Score -2564414 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2564896.500000 Penalty: 4732.697266
	Iteration 11Q: 3 clusters Score -2564896 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2565438.750000 Penalty: 4732.697266
	Iteration 12F: 3 clusters Score -2565439 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2565967.500000 Penalty: 4732.697266
	Iteration 13Q: 3 clusters Score -2565968 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2566420.750000 Penalty: 4732.697266
	Iteration 14Q: 3 clusters Score -2566421 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2566719.750000 Penalty: 4732.697266
	Iteration 15Q: 3 clusters Score -2566720 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2566920.500000 Penalty: 4732.697266
	Iteration 16Q: 3 clusters Score -2566920 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2567056.000000 Penalty: 4732.697266
	Iteration 17Q: 3 clusters Score -2567056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2567124.500000 Penalty: 4732.697266
	Iteration 18Q: 3 clusters Score -2567124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2567165.000000 Penalty: 4732.697266
	Iteration 19Q: 3 clusters Score -2567165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2567184.000000 Penalty: 4732.697266
	Iteration 20F: 3 clusters Score -2567184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2567199.000000 Penalty: 4732.697266
	Iteration 21Q: 3 clusters Score -2567199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2567216.250000 Penalty: 4732.697266
	Iteration 22Q: 3 clusters Score -2567216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2567226.250000 Penalty: 4732.697266
	Iteration 23Q: 3 clusters Score -2567226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2567245.000000 Penalty: 4732.697266
	Iteration 24Q: 3 clusters Score -2567245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2567253.750000 Penalty: 4732.697266
	Iteration 25Q: 3 clusters Score -2567254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2567253.750000 Penalty: 4732.697266
	Iteration 26Q: 3 clusters Score -2567254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2567258.250000 Penalty: 4732.697266
	Iteration 27Q: 3 clusters Score -2567258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2567262.000000 Penalty: 4732.697266
	Iteration 28Q: 3 clusters Score -2567262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2567258.500000 Penalty: 4732.697266
	Iteration 29Q: 3 clusters Score -2567258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2567260.750000 Penalty: 4732.697266
	Iteration 30Q: 3 clusters Score -2567261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2567260.750000 Penalty: 4732.697266
	Iteration 31F: 3 clusters Score -2567261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Entering Unmasked Estep 
Score: -9540612.000000 Penalty: 2688.065430
	Iteration 0F: 2 clusters Score -9540612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -9512172.000000 Penalty: 5376.130859
	Iteration 0F: 3 clusters Score -9512172 nChanged 23551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -9525303.000000 Penalty: 5376.130859
	Iteration 1F: 3 clusters Score -9525303 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -9526061.000000 Penalty: 5376.130859
	Iteration 2Q: 3 clusters Score -9526061 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -9526805.000000 Penalty: 5376.130859
	Iteration 3Q: 3 clusters Score -9526805 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -9527570.000000 Penalty: 5376.130859
	Iteration 4Q: 3 clusters Score -9527570 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -9528520.000000 Penalty: 5376.130859
	Iteration 5Q: 3 clusters Score -9528520 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -9529836.000000 Penalty: 5376.130859
	Iteration 6Q: 3 clusters Score -9529836 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -9531548.000000 Penalty: 5376.130859
	Iteration 7F: 3 clusters Score -9531548 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -9533748.000000 Penalty: 5376.130859
	Iteration 8F: 3 clusters Score -9533748 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -9535844.000000 Penalty: 5376.130859
	Iteration 9Q: 3 clusters Score -9535844 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -9537577.000000 Penalty: 5376.130859
	Iteration 10Q: 3 clusters Score -9537577 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -9538577.000000 Penalty: 5376.130859
	Iteration 11Q: 3 clusters Score -9538577 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -9539049.000000 Penalty: 5376.130859
	Iteration 12Q: 3 clusters Score -9539049 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -9539278.000000 Penalty: 5376.130859
	Iteration 13Q: 3 clusters Score -9539278 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -9539455.000000 Penalty: 5376.130859
	Iteration 14Q: 3 clusters Score -9539455 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -9539735.000000 Penalty: 5376.130859
	Iteration 15Q: 3 clusters Score -9539735 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -9539995.000000 Penalty: 5376.130859
	Iteration 16Q: 3 clusters Score -9539995 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -9540207.000000 Penalty: 5376.130859
	Iteration 17Q: 3 clusters Score -9540207 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -9540418.000000 Penalty: 5376.130859
	Iteration 18Q: 3 clusters Score -9540418 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -9540671.000000 Penalty: 5376.130859
	Iteration 19Q: 3 clusters Score -9540671 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -9540826.000000 Penalty: 5376.130859
	Iteration 20F: 3 clusters Score -9540826 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -9541110.000000 Penalty: 5376.130859
	Iteration 21Q: 3 clusters Score -9541110 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -9541383.000000 Penalty: 5376.130859
	Iteration 22Q: 3 clusters Score -9541383 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -9541709.000000 Penalty: 5376.130859
	Iteration 23Q: 3 clusters Score -9541709 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -9542171.000000 Penalty: 5376.130859
	Iteration 24Q: 3 clusters Score -9542171 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -9542343.000000 Penalty: 5376.130859
	Iteration 25Q: 3 clusters Score -9542343 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -9542397.000000 Penalty: 5376.130859
	Iteration 26Q: 3 clusters Score -9542397 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -9542496.000000 Penalty: 5376.130859
	Iteration 27Q: 3 clusters Score -9542496 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -9542511.000000 Penalty: 5376.130859
	Iteration 28Q: 3 clusters Score -9542511 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -9542568.000000 Penalty: 5376.130859
	Iteration 29Q: 3 clusters Score -9542568 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -9542589.000000 Penalty: 5376.130859
	Iteration 30Q: 3 clusters Score -9542589 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -9542575.000000 Penalty: 5376.130859
	Iteration 31Q: 3 clusters Score -9542575 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -9542592.000000 Penalty: 5376.130859
	Iteration 32Q: 3 clusters Score -9542592 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -9542577.000000 Penalty: 5376.130859
	Iteration 33Q: 3 clusters Score -9542577 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -9542567.000000 Penalty: 5376.130859
	Iteration 34Q: 3 clusters Score -9542567 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -9542592.000000 Penalty: 5376.130859
	Iteration 35Q: 3 clusters Score -9542592 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -9542568.000000 Penalty: 5376.130859
	Iteration 36Q: 3 clusters Score -9542568 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -9542630.000000 Penalty: 5376.130859
	Iteration 37Q: 3 clusters Score -9542630 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -9542599.000000 Penalty: 5376.130859
	Iteration 38Q: 3 clusters Score -9542599 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -9542573.000000 Penalty: 5376.130859
	Iteration 39Q: 3 clusters Score -9542573 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -9542613.000000 Penalty: 5376.130859
	Iteration 40F: 3 clusters Score -9542613 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -9542665.000000 Penalty: 5376.130859
	Iteration 41Q: 3 clusters Score -9542665 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -9542763.000000 Penalty: 5376.130859
	Iteration 42Q: 3 clusters Score -9542763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -9542751.000000 Penalty: 5376.130859
	Iteration 43Q: 3 clusters Score -9542751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -9542744.000000 Penalty: 5376.130859
	Iteration 44Q: 3 clusters Score -9542744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -9542749.000000 Penalty: 5376.130859
	Iteration 45Q: 3 clusters Score -9542749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -9542744.000000 Penalty: 5376.130859
	Iteration 46Q: 3 clusters Score -9542744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -9542742.000000 Penalty: 5376.130859
	Iteration 47Q: 3 clusters Score -9542742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -9542739.000000 Penalty: 5376.130859
	Iteration 48Q: 3 clusters Score -9542739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -9542747.000000 Penalty: 5376.130859
	Iteration 49Q: 3 clusters Score -9542747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -9542749.000000 Penalty: 5376.130859
	Iteration 50Q: 3 clusters Score -9542749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -9542757.000000 Penalty: 5376.130859
	Iteration 51Q: 3 clusters Score -9542757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -9542761.000000 Penalty: 5376.130859
	Iteration 52Q: 3 clusters Score -9542761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -9542763.000000 Penalty: 5376.130859
	Iteration 53Q: 3 clusters Score -9542763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -9542763.000000 Penalty: 5376.130859
	Iteration 54F: 3 clusters Score -9542763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47654 members 
Mstep: Class 7 contains 13993 members 
Mstep: Class 8 contains 17822 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 29002 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47399 members 
Mstep: Class 19 contains 10718 members 
Mstep: Class 20 contains 13929 members 
Mstep: Class 21 contains 23198 members 
Mstep: Class 22 contains 27771 members 
Mstep: Class 23 contains 38807 members 
Mstep: Class 24 contains 13590 members 
Mstep: Class 25 contains 48500 members 
Mstep: Class 26 contains 21466 members 
Mstep: Class 27 contains 58874 members 
Mstep: Class 28 contains 45897 members 
Mstep: Class 29 contains 39553 members 
Mstep: Class 30 contains 60709 members 
Entering Unmasked Estep 
Score: -110168496.000000 Penalty: 99019.257812
Splitting cluster 21 changes total score from -110171768.000000 to -110168496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (38807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Entering Unmasked Estep 
Score: -7216202.500000 Penalty: 2620.456299
	Iteration 0F: 2 clusters Score -7216202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -7190004.500000 Penalty: 5240.912598
	Iteration 0F: 3 clusters Score -7190004 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -7199650.500000 Penalty: 5240.912598
	Iteration 1F: 3 clusters Score -7199650 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -7200103.500000 Penalty: 5240.912598
	Iteration 2Q: 3 clusters Score -7200104 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -7200487.000000 Penalty: 5240.912598
	Iteration 3Q: 3 clusters Score -7200487 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -7200883.500000 Penalty: 5240.912598
	Iteration 4Q: 3 clusters Score -7200884 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -7201286.000000 Penalty: 5240.912598
	Iteration 5Q: 3 clusters Score -7201286 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -7201763.000000 Penalty: 5240.912598
	Iteration 6Q: 3 clusters Score -7201763 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -7202430.000000 Penalty: 5240.912598
	Iteration 7Q: 3 clusters Score -7202430 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -7203408.000000 Penalty: 5240.912598
	Iteration 8Q: 3 clusters Score -7203408 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -7205037.000000 Penalty: 5240.912598
	Iteration 9F: 3 clusters Score -7205037 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -7207123.000000 Penalty: 5240.912598
	Iteration 10F: 3 clusters Score -7207123 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -7209444.500000 Penalty: 5240.912598
	Iteration 11F: 3 clusters Score -7209444 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7211448.500000 Penalty: 5240.912598
	Iteration 12F: 3 clusters Score -7211448 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -7212705.000000 Penalty: 5240.912598
	Iteration 13Q: 3 clusters Score -7212705 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7213327.000000 Penalty: 5240.912598
	Iteration 14Q: 3 clusters Score -7213327 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7213590.000000 Penalty: 5240.912598
	Iteration 15Q: 3 clusters Score -7213590 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7213717.000000 Penalty: 5240.912598
	Iteration 16Q: 3 clusters Score -7213717 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7213779.500000 Penalty: 5240.912598
	Iteration 17Q: 3 clusters Score -7213780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7213803.000000 Penalty: 5240.912598
	Iteration 18Q: 3 clusters Score -7213803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7213849.000000 Penalty: 5240.912598
	Iteration 19Q: 3 clusters Score -7213849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7213862.000000 Penalty: 5240.912598
	Iteration 20F: 3 clusters Score -7213862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7213870.000000 Penalty: 5240.912598
	Iteration 21Q: 3 clusters Score -7213870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7213870.500000 Penalty: 5240.912598
	Iteration 22Q: 3 clusters Score -7213870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7213874.500000 Penalty: 5240.912598
	Iteration 23Q: 3 clusters Score -7213874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7213879.500000 Penalty: 5240.912598
	Iteration 24Q: 3 clusters Score -7213880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7213880.500000 Penalty: 5240.912598
	Iteration 25Q: 3 clusters Score -7213880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7213885.500000 Penalty: 5240.912598
	Iteration 26Q: 3 clusters Score -7213886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7213885.000000 Penalty: 5240.912598
	Iteration 27Q: 3 clusters Score -7213885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7213886.000000 Penalty: 5240.912598
	Iteration 28Q: 3 clusters Score -7213886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7213886.000000 Penalty: 5240.912598
	Iteration 29F: 3 clusters Score -7213886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Entering Unmasked Estep 
Score: -2549427.750000 Penalty: 2360.238281
	Iteration 0F: 2 clusters Score -2549428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2539508.500000 Penalty: 4720.476562
	Iteration 0F: 3 clusters Score -2539508 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2542546.750000 Penalty: 4720.476562
	Iteration 1F: 3 clusters Score -2542547 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2542868.750000 Penalty: 4720.476562
	Iteration 2F: 3 clusters Score -2542869 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2543068.250000 Penalty: 4720.476562
	Iteration 3Q: 3 clusters Score -2543068 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2543229.250000 Penalty: 4720.476562
	Iteration 4Q: 3 clusters Score -2543229 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2543366.750000 Penalty: 4720.476562
	Iteration 5Q: 3 clusters Score -2543367 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2543464.500000 Penalty: 4720.476562
	Iteration 6Q: 3 clusters Score -2543464 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2543538.000000 Penalty: 4720.476562
	Iteration 7Q: 3 clusters Score -2543538 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2543641.500000 Penalty: 4720.476562
	Iteration 8Q: 3 clusters Score -2543642 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2543765.750000 Penalty: 4720.476562
	Iteration 9Q: 3 clusters Score -2543766 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2543871.500000 Penalty: 4720.476562
	Iteration 10Q: 3 clusters Score -2543872 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2544023.750000 Penalty: 4720.476562
	Iteration 11Q: 3 clusters Score -2544024 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2544249.000000 Penalty: 4720.476562
	Iteration 12Q: 3 clusters Score -2544249 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2544652.000000 Penalty: 4720.476562
	Iteration 13Q: 3 clusters Score -2544652 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2545097.250000 Penalty: 4720.476562
	Iteration 14Q: 3 clusters Score -2545097 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2545559.500000 Penalty: 4720.476562
	Iteration 15Q: 3 clusters Score -2545560 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2546036.000000 Penalty: 4720.476562
	Iteration 16Q: 3 clusters Score -2546036 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2546442.750000 Penalty: 4720.476562
	Iteration 17Q: 3 clusters Score -2546443 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2546764.500000 Penalty: 4720.476562
	Iteration 18Q: 3 clusters Score -2546764 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2546964.750000 Penalty: 4720.476562
	Iteration 19Q: 3 clusters Score -2546965 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2547097.000000 Penalty: 4720.476562
	Iteration 20F: 3 clusters Score -2547097 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2547201.250000 Penalty: 4720.476562
	Iteration 21Q: 3 clusters Score -2547201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2547232.750000 Penalty: 4720.476562
	Iteration 22Q: 3 clusters Score -2547233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2547269.750000 Penalty: 4720.476562
	Iteration 23Q: 3 clusters Score -2547270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2547277.500000 Penalty: 4720.476562
	Iteration 24Q: 3 clusters Score -2547278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2547289.000000 Penalty: 4720.476562
	Iteration 25Q: 3 clusters Score -2547289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2547307.250000 Penalty: 4720.476562
	Iteration 26Q: 3 clusters Score -2547307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2547310.000000 Penalty: 4720.476562
	Iteration 27Q: 3 clusters Score -2547310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2547314.750000 Penalty: 4720.476562
	Iteration 28Q: 3 clusters Score -2547315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2547321.750000 Penalty: 4720.476562
	Iteration 29Q: 3 clusters Score -2547322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2547322.000000 Penalty: 4720.476562
	Iteration 30Q: 3 clusters Score -2547322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2547328.000000 Penalty: 4720.476562
	Iteration 31Q: 3 clusters Score -2547328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2547328.000000 Penalty: 4720.476562
	Iteration 32F: 3 clusters Score -2547328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (48500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Entering Unmasked Estep 
Score: -9061797.000000 Penalty: 2675.751221
	Iteration 0F: 2 clusters Score -9061797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -9031717.000000 Penalty: 5351.502441
	Iteration 0F: 3 clusters Score -9031717 nChanged 22547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -9044010.000000 Penalty: 5351.502441
	Iteration 1F: 3 clusters Score -9044010 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -9044519.000000 Penalty: 5351.502441
	Iteration 2Q: 3 clusters Score -9044519 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -9045082.000000 Penalty: 5351.502441
	Iteration 3Q: 3 clusters Score -9045082 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -9045549.000000 Penalty: 5351.502441
	Iteration 4Q: 3 clusters Score -9045549 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -9046162.000000 Penalty: 5351.502441
	Iteration 5Q: 3 clusters Score -9046162 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -9047190.000000 Penalty: 5351.502441
	Iteration 6Q: 3 clusters Score -9047190 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -9048777.000000 Penalty: 5351.502441
	Iteration 7F: 3 clusters Score -9048777 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -9051259.000000 Penalty: 5351.502441
	Iteration 8F: 3 clusters Score -9051259 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -9054269.000000 Penalty: 5351.502441
	Iteration 9F: 3 clusters Score -9054269 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -9057166.000000 Penalty: 5351.502441
	Iteration 10F: 3 clusters Score -9057166 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -9058939.000000 Penalty: 5351.502441
	Iteration 11F: 3 clusters Score -9058939 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9059493.000000 Penalty: 5351.502441
	Iteration 12Q: 3 clusters Score -9059493 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9059529.000000 Penalty: 5351.502441
	Iteration 13Q: 3 clusters Score -9059529 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9059610.000000 Penalty: 5351.502441
	Iteration 14Q: 3 clusters Score -9059610 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9059633.000000 Penalty: 5351.502441
	Iteration 15Q: 3 clusters Score -9059633 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9059682.000000 Penalty: 5351.502441
	Iteration 16Q: 3 clusters Score -9059682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9059736.000000 Penalty: 5351.502441
	Iteration 17Q: 3 clusters Score -9059736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9059754.000000 Penalty: 5351.502441
	Iteration 18Q: 3 clusters Score -9059754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9059743.000000 Penalty: 5351.502441
	Iteration 19Q: 3 clusters Score -9059743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9059738.000000 Penalty: 5351.502441
	Iteration 20F: 3 clusters Score -9059738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9059751.000000 Penalty: 5351.502441
	Iteration 21Q: 3 clusters Score -9059751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9059758.000000 Penalty: 5351.502441
	Iteration 22Q: 3 clusters Score -9059758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9059755.000000 Penalty: 5351.502441
	Iteration 23Q: 3 clusters Score -9059755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9059770.000000 Penalty: 5351.502441
	Iteration 24Q: 3 clusters Score -9059770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9059781.000000 Penalty: 5351.502441
	Iteration 25Q: 3 clusters Score -9059781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9059787.000000 Penalty: 5351.502441
	Iteration 26Q: 3 clusters Score -9059787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9059792.000000 Penalty: 5351.502441
	Iteration 27Q: 3 clusters Score -9059792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9059796.000000 Penalty: 5351.502441
	Iteration 28Q: 3 clusters Score -9059796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9059801.000000 Penalty: 5351.502441
	Iteration 29Q: 3 clusters Score -9059801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9059805.000000 Penalty: 5351.502441
	Iteration 30Q: 3 clusters Score -9059805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9059802.000000 Penalty: 5351.502441
	Iteration 31Q: 3 clusters Score -9059802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9059804.000000 Penalty: 5351.502441
	Iteration 32Q: 3 clusters Score -9059804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9059805.000000 Penalty: 5351.502441
	Iteration 33Q: 3 clusters Score -9059805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9059802.000000 Penalty: 5351.502441
	Iteration 34Q: 3 clusters Score -9059802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9059798.000000 Penalty: 5351.502441
	Iteration 35Q: 3 clusters Score -9059798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9059792.000000 Penalty: 5351.502441
	Iteration 36Q: 3 clusters Score -9059792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9059805.000000 Penalty: 5351.502441
	Iteration 37Q: 3 clusters Score -9059805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9059813.000000 Penalty: 5351.502441
	Iteration 38Q: 3 clusters Score -9059813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9059830.000000 Penalty: 5351.502441
	Iteration 39Q: 3 clusters Score -9059830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9059837.000000 Penalty: 5351.502441
	Iteration 40F: 3 clusters Score -9059837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9059836.000000 Penalty: 5351.502441
	Iteration 41Q: 3 clusters Score -9059836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9059848.000000 Penalty: 5351.502441
	Iteration 42Q: 3 clusters Score -9059848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9059848.000000 Penalty: 5351.502441
	Iteration 43Q: 3 clusters Score -9059848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9059848.000000 Penalty: 5351.502441
	Iteration 44F: 3 clusters Score -9059848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Entering Unmasked Estep 
Score: -4020142.750000 Penalty: 2473.608154
	Iteration 0F: 2 clusters Score -4020143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -4005312.500000 Penalty: 4947.216309
	Iteration 0F: 3 clusters Score -4005312 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -4010258.750000 Penalty: 4947.216309
	Iteration 1F: 3 clusters Score -4010259 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -4010674.000000 Penalty: 4947.216309
	Iteration 2F: 3 clusters Score -4010674 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4011011.000000 Penalty: 4947.216309
	Iteration 3Q: 3 clusters Score -4011011 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4011443.750000 Penalty: 4947.216309
	Iteration 4Q: 3 clusters Score -4011444 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4011899.000000 Penalty: 4947.216309
	Iteration 5Q: 3 clusters Score -4011899 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4012508.250000 Penalty: 4947.216309
	Iteration 6Q: 3 clusters Score -4012508 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4013266.500000 Penalty: 4947.216309
	Iteration 7F: 3 clusters Score -4013266 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4014287.750000 Penalty: 4947.216309
	Iteration 8F: 3 clusters Score -4014288 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4015399.000000 Penalty: 4947.216309
	Iteration 9F: 3 clusters Score -4015399 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4016445.250000 Penalty: 4947.216309
	Iteration 10F: 3 clusters Score -4016445 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4017144.500000 Penalty: 4947.216309
	Iteration 11Q: 3 clusters Score -4017144 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4017537.250000 Penalty: 4947.216309
	Iteration 12Q: 3 clusters Score -4017537 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4017751.500000 Penalty: 4947.216309
	Iteration 13Q: 3 clusters Score -4017752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -4017834.250000 Penalty: 4947.216309
	Iteration 14Q: 3 clusters Score -4017834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -4017892.250000 Penalty: 4947.216309
	Iteration 15Q: 3 clusters Score -4017892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -4017928.750000 Penalty: 4947.216309
	Iteration 16Q: 3 clusters Score -4017929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -4017959.000000 Penalty: 4947.216309
	Iteration 17Q: 3 clusters Score -4017959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -4017970.000000 Penalty: 4947.216309
	Iteration 18Q: 3 clusters Score -4017970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4017976.750000 Penalty: 4947.216309
	Iteration 19Q: 3 clusters Score -4017977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4017974.500000 Penalty: 4947.216309
	Iteration 20F: 3 clusters Score -4017974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4017979.000000 Penalty: 4947.216309
	Iteration 21Q: 3 clusters Score -4017979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -4017974.000000 Penalty: 4947.216309
	Iteration 22Q: 3 clusters Score -4017974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4017974.000000 Penalty: 4947.216309
	Iteration 23Q: 3 clusters Score -4017974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4017977.000000 Penalty: 4947.216309
	Iteration 24Q: 3 clusters Score -4017977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4017981.500000 Penalty: 4947.216309
	Iteration 25Q: 3 clusters Score -4017982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4017981.500000 Penalty: 4947.216309
	Iteration 26F: 3 clusters Score -4017982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (58874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Entering Unmasked Estep 
Score: -11008368.000000 Penalty: 2723.822510
	Iteration 0F: 2 clusters Score -1.100837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -10977772.000000 Penalty: 5447.645020
	Iteration 0F: 3 clusters Score -1.097777e+07 nChanged 27518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -10993187.000000 Penalty: 5447.645020
	Iteration 1F: 3 clusters Score -1.099319e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -10993941.000000 Penalty: 5447.645020
	Iteration 2Q: 3 clusters Score -1.099394e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -10994820.000000 Penalty: 5447.645020
	Iteration 3Q: 3 clusters Score -1.099482e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -10996117.000000 Penalty: 5447.645020
	Iteration 4Q: 3 clusters Score -1.099612e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -10997754.000000 Penalty: 5447.645020
	Iteration 5F: 3 clusters Score -1.099775e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -11000036.000000 Penalty: 5447.645020
	Iteration 6F: 3 clusters Score -1.100004e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -11002674.000000 Penalty: 5447.645020
	Iteration 7F: 3 clusters Score -1.100267e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -11003817.000000 Penalty: 5447.645020
	Iteration 8F: 3 clusters Score -1.100382e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -11005639.000000 Penalty: 5447.645020
	Iteration 9Q: 3 clusters Score -1.100564e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -11005506.000000 Penalty: 5447.645020
	Iteration 10Q: 3 clusters Score -1.100551e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -11005367.000000 Penalty: 5447.645020
	Iteration 11Q: 3 clusters Score -1.100537e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -11005340.000000 Penalty: 5447.645020
	Iteration 12Q: 3 clusters Score -1.100534e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -11005427.000000 Penalty: 5447.645020
	Iteration 13Q: 3 clusters Score -1.100543e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -11005600.000000 Penalty: 5447.645020
	Iteration 14Q: 3 clusters Score -1.10056e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -11005651.000000 Penalty: 5447.645020
	Iteration 15Q: 3 clusters Score -1.100565e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -11005759.000000 Penalty: 5447.645020
	Iteration 16Q: 3 clusters Score -1.100576e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -11005788.000000 Penalty: 5447.645020
	Iteration 17Q: 3 clusters Score -1.100579e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -11005793.000000 Penalty: 5447.645020
	Iteration 18Q: 3 clusters Score -1.100579e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -11005791.000000 Penalty: 5447.645020
	Iteration 19Q: 3 clusters Score -1.100579e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -11005873.000000 Penalty: 5447.645020
	Iteration 20F: 3 clusters Score -1.100587e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -11005875.000000 Penalty: 5447.645020
	Iteration 21Q: 3 clusters Score -1.100588e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -11005887.000000 Penalty: 5447.645020
	Iteration 22Q: 3 clusters Score -1.100589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -11005905.000000 Penalty: 5447.645020
	Iteration 23Q: 3 clusters Score -1.10059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -11005933.000000 Penalty: 5447.645020
	Iteration 24Q: 3 clusters Score -1.100593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -11005947.000000 Penalty: 5447.645020
	Iteration 25Q: 3 clusters Score -1.100595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -11005934.000000 Penalty: 5447.645020
	Iteration 26Q: 3 clusters Score -1.100593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -11005931.000000 Penalty: 5447.645020
	Iteration 27Q: 3 clusters Score -1.100593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -11005949.000000 Penalty: 5447.645020
	Iteration 28Q: 3 clusters Score -1.100595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -11006016.000000 Penalty: 5447.645020
	Iteration 29Q: 3 clusters Score -1.100602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -11005991.000000 Penalty: 5447.645020
	Iteration 30Q: 3 clusters Score -1.100599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -11006012.000000 Penalty: 5447.645020
	Iteration 31Q: 3 clusters Score -1.100601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -11006017.000000 Penalty: 5447.645020
	Iteration 32Q: 3 clusters Score -1.100602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -11006008.000000 Penalty: 5447.645020
	Iteration 33Q: 3 clusters Score -1.100601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -11006000.000000 Penalty: 5447.645020
	Iteration 34Q: 3 clusters Score -1.1006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -11006015.000000 Penalty: 5447.645020
	Iteration 35Q: 3 clusters Score -1.100602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -11006017.000000 Penalty: 5447.645020
	Iteration 36Q: 3 clusters Score -1.100602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -11006031.000000 Penalty: 5447.645020
	Iteration 37Q: 3 clusters Score -1.100603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -11006036.000000 Penalty: 5447.645020
	Iteration 38Q: 3 clusters Score -1.100604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -11006037.000000 Penalty: 5447.645020
	Iteration 39Q: 3 clusters Score -1.100604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -11006053.000000 Penalty: 5447.645020
	Iteration 40F: 3 clusters Score -1.100605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -11006042.000000 Penalty: 5447.645020
	Iteration 41Q: 3 clusters Score -1.100604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -11006043.000000 Penalty: 5447.645020
	Iteration 42Q: 3 clusters Score -1.100604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -11006035.000000 Penalty: 5447.645020
	Iteration 43Q: 3 clusters Score -1.100604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -11006028.000000 Penalty: 5447.645020
	Iteration 44Q: 3 clusters Score -1.100603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -11006011.000000 Penalty: 5447.645020
	Iteration 45Q: 3 clusters Score -1.100601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -11006031.000000 Penalty: 5447.645020
	Iteration 46Q: 3 clusters Score -1.100603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -11006021.000000 Penalty: 5447.645020
	Iteration 47Q: 3 clusters Score -1.100602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -11006020.000000 Penalty: 5447.645020
	Iteration 48Q: 3 clusters Score -1.100602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -11006018.000000 Penalty: 5447.645020
	Iteration 49Q: 3 clusters Score -1.100602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -11006019.000000 Penalty: 5447.645020
	Iteration 50Q: 3 clusters Score -1.100602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -11006027.000000 Penalty: 5447.645020
	Iteration 51Q: 3 clusters Score -1.100603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -11006029.000000 Penalty: 5447.645020
	Iteration 52Q: 3 clusters Score -1.100603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -11006018.000000 Penalty: 5447.645020
	Iteration 53Q: 3 clusters Score -1.100602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -11006017.000000 Penalty: 5447.645020
	Iteration 54Q: 3 clusters Score -1.100602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -11006008.000000 Penalty: 5447.645020
	Iteration 55Q: 3 clusters Score -1.100601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -11006002.000000 Penalty: 5447.645020
	Iteration 56Q: 3 clusters Score -1.1006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -11006002.000000 Penalty: 5447.645020
	Iteration 57F: 3 clusters Score -1.1006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Entering Unmasked Estep 
Score: -8568331.000000 Penalty: 2662.070312
	Iteration 0F: 2 clusters Score -8568331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -8538558.000000 Penalty: 5324.140625
	Iteration 0F: 3 clusters Score -8538558 nChanged 21240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -8550202.000000 Penalty: 5324.140625
	Iteration 1F: 3 clusters Score -8550202 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -8550678.000000 Penalty: 5324.140625
	Iteration 2Q: 3 clusters Score -8550678 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -8551076.000000 Penalty: 5324.140625
	Iteration 3Q: 3 clusters Score -8551076 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -8551414.000000 Penalty: 5324.140625
	Iteration 4Q: 3 clusters Score -8551414 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -8551807.000000 Penalty: 5324.140625
	Iteration 5Q: 3 clusters Score -8551807 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -8552323.000000 Penalty: 5324.140625
	Iteration 6Q: 3 clusters Score -8552323 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -8552989.000000 Penalty: 5324.140625
	Iteration 7Q: 3 clusters Score -8552989 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -8554002.000000 Penalty: 5324.140625
	Iteration 8Q: 3 clusters Score -8554002 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -8555485.000000 Penalty: 5324.140625
	Iteration 9F: 3 clusters Score -8555485 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -8557576.000000 Penalty: 5324.140625
	Iteration 10F: 3 clusters Score -8557576 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -8560079.000000 Penalty: 5324.140625
	Iteration 11F: 3 clusters Score -8560079 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -8562234.000000 Penalty: 5324.140625
	Iteration 12F: 3 clusters Score -8562234 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -8563755.000000 Penalty: 5324.140625
	Iteration 13Q: 3 clusters Score -8563755 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8564757.000000 Penalty: 5324.140625
	Iteration 14Q: 3 clusters Score -8564757 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8565351.000000 Penalty: 5324.140625
	Iteration 15Q: 3 clusters Score -8565351 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8565707.000000 Penalty: 5324.140625
	Iteration 16Q: 3 clusters Score -8565707 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8565844.000000 Penalty: 5324.140625
	Iteration 17Q: 3 clusters Score -8565844 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8565908.000000 Penalty: 5324.140625
	Iteration 18Q: 3 clusters Score -8565908 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8565940.000000 Penalty: 5324.140625
	Iteration 19Q: 3 clusters Score -8565940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8565964.000000 Penalty: 5324.140625
	Iteration 20F: 3 clusters Score -8565964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8565992.000000 Penalty: 5324.140625
	Iteration 21Q: 3 clusters Score -8565992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8566008.000000 Penalty: 5324.140625
	Iteration 22Q: 3 clusters Score -8566008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8566028.000000 Penalty: 5324.140625
	Iteration 23Q: 3 clusters Score -8566028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8566041.000000 Penalty: 5324.140625
	Iteration 24Q: 3 clusters Score -8566041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8566038.000000 Penalty: 5324.140625
	Iteration 25Q: 3 clusters Score -8566038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8566049.000000 Penalty: 5324.140625
	Iteration 26Q: 3 clusters Score -8566049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8566049.000000 Penalty: 5324.140625
	Iteration 27F: 3 clusters Score -8566049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (39553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Entering Unmasked Estep 
Score: -7398275.500000 Penalty: 2625.178467
	Iteration 0F: 2 clusters Score -7398276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -7372160.000000 Penalty: 5250.356934
	Iteration 0F: 3 clusters Score -7372160 nChanged 18134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -7381879.000000 Penalty: 5250.356934
	Iteration 1F: 3 clusters Score -7381879 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -7382378.500000 Penalty: 5250.356934
	Iteration 2Q: 3 clusters Score -7382378 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -7382818.500000 Penalty: 5250.356934
	Iteration 3Q: 3 clusters Score -7382818 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -7383223.000000 Penalty: 5250.356934
	Iteration 4Q: 3 clusters Score -7383223 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -7383650.000000 Penalty: 5250.356934
	Iteration 5Q: 3 clusters Score -7383650 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -7384206.500000 Penalty: 5250.356934
	Iteration 6Q: 3 clusters Score -7384206 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -7385065.500000 Penalty: 5250.356934
	Iteration 7Q: 3 clusters Score -7385066 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -7386159.000000 Penalty: 5250.356934
	Iteration 8Q: 3 clusters Score -7386159 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -7387797.500000 Penalty: 5250.356934
	Iteration 9F: 3 clusters Score -7387798 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -7389775.500000 Penalty: 5250.356934
	Iteration 10F: 3 clusters Score -7389776 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -7391641.500000 Penalty: 5250.356934
	Iteration 11F: 3 clusters Score -7391642 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -7393235.500000 Penalty: 5250.356934
	Iteration 12Q: 3 clusters Score -7393236 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -7394351.500000 Penalty: 5250.356934
	Iteration 13Q: 3 clusters Score -7394352 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7394971.500000 Penalty: 5250.356934
	Iteration 14Q: 3 clusters Score -7394972 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7395339.500000 Penalty: 5250.356934
	Iteration 15Q: 3 clusters Score -7395340 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7395505.500000 Penalty: 5250.356934
	Iteration 16Q: 3 clusters Score -7395506 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7395684.000000 Penalty: 5250.356934
	Iteration 17Q: 3 clusters Score -7395684 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7395813.500000 Penalty: 5250.356934
	Iteration 18Q: 3 clusters Score -7395814 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7395835.000000 Penalty: 5250.356934
	Iteration 19Q: 3 clusters Score -7395835 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7395861.000000 Penalty: 5250.356934
	Iteration 20F: 3 clusters Score -7395861 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7395941.500000 Penalty: 5250.356934
	Iteration 21Q: 3 clusters Score -7395942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7395955.000000 Penalty: 5250.356934
	Iteration 22Q: 3 clusters Score -7395955 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7395989.500000 Penalty: 5250.356934
	Iteration 23Q: 3 clusters Score -7395990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7396051.000000 Penalty: 5250.356934
	Iteration 24Q: 3 clusters Score -7396051 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7396064.000000 Penalty: 5250.356934
	Iteration 25Q: 3 clusters Score -7396064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7396080.500000 Penalty: 5250.356934
	Iteration 26Q: 3 clusters Score -7396080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7396103.500000 Penalty: 5250.356934
	Iteration 27Q: 3 clusters Score -7396104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7396100.500000 Penalty: 5250.356934
	Iteration 28Q: 3 clusters Score -7396100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7396101.000000 Penalty: 5250.356934
	Iteration 29Q: 3 clusters Score -7396101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7396099.500000 Penalty: 5250.356934
	Iteration 30Q: 3 clusters Score -7396100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7396107.000000 Penalty: 5250.356934
	Iteration 31Q: 3 clusters Score -7396107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7396137.000000 Penalty: 5250.356934
	Iteration 32Q: 3 clusters Score -7396137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7396146.000000 Penalty: 5250.356934
	Iteration 33Q: 3 clusters Score -7396146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7396143.500000 Penalty: 5250.356934
	Iteration 34Q: 3 clusters Score -7396144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7396139.500000 Penalty: 5250.356934
	Iteration 35Q: 3 clusters Score -7396140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7396133.500000 Penalty: 5250.356934
	Iteration 36Q: 3 clusters Score -7396134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7396139.000000 Penalty: 5250.356934
	Iteration 37Q: 3 clusters Score -7396139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7396135.000000 Penalty: 5250.356934
	Iteration 38Q: 3 clusters Score -7396135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7396139.000000 Penalty: 5250.356934
	Iteration 39Q: 3 clusters Score -7396139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7396139.000000 Penalty: 5250.356934
	Iteration 40F: 3 clusters Score -7396139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (60709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Entering Unmasked Estep 
Score: -11339978.000000 Penalty: 2731.434082
	Iteration 0F: 2 clusters Score -1.133998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -11307748.000000 Penalty: 5462.868164
	Iteration 0F: 3 clusters Score -1.130775e+07 nChanged 28296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -11323235.000000 Penalty: 5462.868164
	Iteration 1F: 3 clusters Score -1.132324e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -11323920.000000 Penalty: 5462.868164
	Iteration 2Q: 3 clusters Score -1.132392e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -11324581.000000 Penalty: 5462.868164
	Iteration 3Q: 3 clusters Score -1.132458e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -11325477.000000 Penalty: 5462.868164
	Iteration 4Q: 3 clusters Score -1.132548e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -11326784.000000 Penalty: 5462.868164
	Iteration 5Q: 3 clusters Score -1.132678e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -11328432.000000 Penalty: 5462.868164
	Iteration 6F: 3 clusters Score -1.132843e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -11330682.000000 Penalty: 5462.868164
	Iteration 7F: 3 clusters Score -1.133068e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -11333337.000000 Penalty: 5462.868164
	Iteration 8F: 3 clusters Score -1.133334e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -11336030.000000 Penalty: 5462.868164
	Iteration 9F: 3 clusters Score -1.133603e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -11338290.000000 Penalty: 5462.868164
	Iteration 10F: 3 clusters Score -1.133829e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -11339738.000000 Penalty: 5462.868164
	Iteration 11Q: 3 clusters Score -1.133974e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -11340509.000000 Penalty: 5462.868164
	Iteration 12Q: 3 clusters Score -1.134051e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -11340903.000000 Penalty: 5462.868164
	Iteration 13Q: 3 clusters Score -1.13409e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -11340904.000000 Penalty: 5462.868164
	Iteration 14Q: 3 clusters Score -1.13409e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -11341010.000000 Penalty: 5462.868164
	Iteration 15Q: 3 clusters Score -1.134101e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -11341412.000000 Penalty: 5462.868164
	Iteration 16Q: 3 clusters Score -1.134141e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -11342213.000000 Penalty: 5462.868164
	Iteration 17Q: 3 clusters Score -1.134221e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -11342560.000000 Penalty: 5462.868164
	Iteration 18Q: 3 clusters Score -1.134256e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -11342828.000000 Penalty: 5462.868164
	Iteration 19Q: 3 clusters Score -1.134283e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -11343004.000000 Penalty: 5462.868164
	Iteration 20F: 3 clusters Score -1.1343e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -11343204.000000 Penalty: 5462.868164
	Iteration 21Q: 3 clusters Score -1.13432e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -11343365.000000 Penalty: 5462.868164
	Iteration 22Q: 3 clusters Score -1.134336e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -11343449.000000 Penalty: 5462.868164
	Iteration 23Q: 3 clusters Score -1.134345e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -11343612.000000 Penalty: 5462.868164
	Iteration 24Q: 3 clusters Score -1.134361e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -11343682.000000 Penalty: 5462.868164
	Iteration 25Q: 3 clusters Score -1.134368e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -11343852.000000 Penalty: 5462.868164
	Iteration 26Q: 3 clusters Score -1.134385e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -11343967.000000 Penalty: 5462.868164
	Iteration 27Q: 3 clusters Score -1.134397e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -11344061.000000 Penalty: 5462.868164
	Iteration 28Q: 3 clusters Score -1.134406e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -11344180.000000 Penalty: 5462.868164
	Iteration 29Q: 3 clusters Score -1.134418e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -11344219.000000 Penalty: 5462.868164
	Iteration 30Q: 3 clusters Score -1.134422e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -11344222.000000 Penalty: 5462.868164
	Iteration 31Q: 3 clusters Score -1.134422e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -11344209.000000 Penalty: 5462.868164
	Iteration 32Q: 3 clusters Score -1.134421e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -11344256.000000 Penalty: 5462.868164
	Iteration 33Q: 3 clusters Score -1.134426e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -11344266.000000 Penalty: 5462.868164
	Iteration 34Q: 3 clusters Score -1.134427e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -11344267.000000 Penalty: 5462.868164
	Iteration 35Q: 3 clusters Score -1.134427e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -11344200.000000 Penalty: 5462.868164
	Iteration 36Q: 3 clusters Score -1.13442e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -11344292.000000 Penalty: 5462.868164
	Iteration 37Q: 3 clusters Score -1.134429e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -11344301.000000 Penalty: 5462.868164
	Iteration 38Q: 3 clusters Score -1.13443e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -11344340.000000 Penalty: 5462.868164
	Iteration 39Q: 3 clusters Score -1.134434e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -11344273.000000 Penalty: 5462.868164
	Iteration 40F: 3 clusters Score -1.134427e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -11344271.000000 Penalty: 5462.868164
	Iteration 41Q: 3 clusters Score -1.134427e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -11344306.000000 Penalty: 5462.868164
	Iteration 42Q: 3 clusters Score -1.134431e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -11344289.000000 Penalty: 5462.868164
	Iteration 43Q: 3 clusters Score -1.134429e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -11344299.000000 Penalty: 5462.868164
	Iteration 44Q: 3 clusters Score -1.13443e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -11344289.000000 Penalty: 5462.868164
	Iteration 45Q: 3 clusters Score -1.134429e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -11344295.000000 Penalty: 5462.868164
	Iteration 46Q: 3 clusters Score -1.13443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -11344310.000000 Penalty: 5462.868164
	Iteration 47Q: 3 clusters Score -1.134431e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -11344316.000000 Penalty: 5462.868164
	Iteration 48Q: 3 clusters Score -1.134432e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -11344326.000000 Penalty: 5462.868164
	Iteration 49Q: 3 clusters Score -1.134433e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -11344306.000000 Penalty: 5462.868164
	Iteration 50Q: 3 clusters Score -1.134431e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -11344284.000000 Penalty: 5462.868164
	Iteration 51Q: 3 clusters Score -1.134428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -11344294.000000 Penalty: 5462.868164
	Iteration 52Q: 3 clusters Score -1.134429e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -11344284.000000 Penalty: 5462.868164
	Iteration 53Q: 3 clusters Score -1.134428e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -11344343.000000 Penalty: 5462.868164
	Iteration 54Q: 3 clusters Score -1.134434e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -11344338.000000 Penalty: 5462.868164
	Iteration 55Q: 3 clusters Score -1.134434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -11344339.000000 Penalty: 5462.868164
	Iteration 56Q: 3 clusters Score -1.134434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -11344334.000000 Penalty: 5462.868164
	Iteration 57Q: 3 clusters Score -1.134433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -11344350.000000 Penalty: 5462.868164
	Iteration 58Q: 3 clusters Score -1.134435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -11344316.000000 Penalty: 5462.868164
	Iteration 59Q: 3 clusters Score -1.134432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -11344329.000000 Penalty: 5462.868164
	Iteration 60F: 3 clusters Score -1.134433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -11344330.000000 Penalty: 5462.868164
	Iteration 61Q: 3 clusters Score -1.134433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -11344329.000000 Penalty: 5462.868164
	Iteration 62Q: 3 clusters Score -1.134433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -11344338.000000 Penalty: 5462.868164
	Iteration 63Q: 3 clusters Score -1.134434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -11344333.000000 Penalty: 5462.868164
	Iteration 64Q: 3 clusters Score -1.134433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -11344328.000000 Penalty: 5462.868164
	Iteration 65Q: 3 clusters Score -1.134433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -11344340.000000 Penalty: 5462.868164
	Iteration 66Q: 3 clusters Score -1.134434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -11344342.000000 Penalty: 5462.868164
	Iteration 67Q: 3 clusters Score -1.134434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -11344327.000000 Penalty: 5462.868164
	Iteration 68Q: 3 clusters Score -1.134433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -11344333.000000 Penalty: 5462.868164
	Iteration 69Q: 3 clusters Score -1.134433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -11344334.000000 Penalty: 5462.868164
	Iteration 70Q: 3 clusters Score -1.134433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -11344375.000000 Penalty: 5462.868164
	Iteration 71Q: 3 clusters Score -1.134438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -11344367.000000 Penalty: 5462.868164
	Iteration 72Q: 3 clusters Score -1.134437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -11344362.000000 Penalty: 5462.868164
	Iteration 73Q: 3 clusters Score -1.134436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -11344355.000000 Penalty: 5462.868164
	Iteration 74Q: 3 clusters Score -1.134436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -11344376.000000 Penalty: 5462.868164
	Iteration 75Q: 3 clusters Score -1.134438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -11344376.000000 Penalty: 5462.868164
	Iteration 76Q: 3 clusters Score -1.134438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -11344373.000000 Penalty: 5462.868164
	Iteration 77Q: 3 clusters Score -1.134437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -11344369.000000 Penalty: 5462.868164
	Iteration 78Q: 3 clusters Score -1.134437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -11344376.000000 Penalty: 5462.868164
	Iteration 79Q: 3 clusters Score -1.134438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -11344358.000000 Penalty: 5462.868164
	Iteration 80F: 3 clusters Score -1.134436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -11344364.000000 Penalty: 5462.868164
	Iteration 81Q: 3 clusters Score -1.134436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -11344377.000000 Penalty: 5462.868164
	Iteration 82Q: 3 clusters Score -1.134438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -11344387.000000 Penalty: 5462.868164
	Iteration 83Q: 3 clusters Score -1.134439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -11344365.000000 Penalty: 5462.868164
	Iteration 84Q: 3 clusters Score -1.134436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -11344365.000000 Penalty: 5462.868164
	Iteration 85F: 3 clusters Score -1.134436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47654 members 
Mstep: Class 7 contains 13993 members 
Mstep: Class 8 contains 17822 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 29002 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47399 members 
Mstep: Class 19 contains 10718 members 
Mstep: Class 20 contains 13929 members 
Mstep: Class 21 contains 50969 members 
Mstep: Class 22 contains 46194 members 
Mstep: Class 23 contains 38807 members 
Mstep: Class 24 contains 13590 members 
Mstep: Class 25 contains 48500 members 
Mstep: Class 26 contains 21466 members 
Mstep: Class 27 contains 58874 members 
Mstep: Class 28 contains 45897 members 
Mstep: Class 29 contains 39553 members 
Mstep: Class 30 contains 14515 members 
Entering Unmasked Estep 
Score: -110170008.000000 Penalty: 99019.257812
Splitting cluster 30 changes total score from -110171768.000000 to -110170008.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47654 members 
Mstep: Class 7 contains 13993 members 
Mstep: Class 8 contains 17822 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 29002 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47399 members 
Mstep: Class 19 contains 10718 members 
Mstep: Class 20 contains 13929 members 
Mstep: Class 21 contains 50969 members 
Mstep: Class 23 contains 38807 members 
Mstep: Class 24 contains 13590 members 
Mstep: Class 25 contains 48500 members 
Mstep: Class 26 contains 21466 members 
Mstep: Class 27 contains 58874 members 
Mstep: Class 28 contains 45897 members 
Mstep: Class 29 contains 39553 members 
Mstep: Class 30 contains 60709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169768.000000 Penalty: 95718.617188
Iteration 319Q: 30 clusters Score -1.101698e+08 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47704 members 
Mstep: Class 7 contains 13862 members 
Mstep: Class 8 contains 17013 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 10933 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 18066 members 
Mstep: Class 14 contains 28983 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47421 members 
Mstep: Class 19 contains 10706 members 
Mstep: Class 20 contains 13867 members 
Mstep: Class 21 contains 52196 members 
Mstep: Class 23 contains 38960 members 
Mstep: Class 24 contains 13763 members 
Mstep: Class 25 contains 47711 members 
Mstep: Class 26 contains 21055 members 
Mstep: Class 27 contains 60532 members 
Mstep: Class 28 contains 44919 members 
Mstep: Class 29 contains 39085 members 
Mstep: Class 30 contains 61489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170584.000000 Penalty: 95718.617188
Iteration 320F: 30 clusters Score -1.101706e+08 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47776 members 
Mstep: Class 7 contains 13741 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 10758 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 17990 members 
Mstep: Class 14 contains 28960 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47366 members 
Mstep: Class 19 contains 10687 members 
Mstep: Class 20 contains 13828 members 
Mstep: Class 21 contains 54697 members 
Mstep: Class 23 contains 39080 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 45979 members 
Mstep: Class 26 contains 20551 members 
Mstep: Class 27 contains 62486 members 
Mstep: Class 28 contains 43590 members 
Mstep: Class 29 contains 38758 members 
Mstep: Class 30 contains 61869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110168856.000000 Penalty: 95718.617188
Iteration 321Q: 30 clusters Score -1.101689e+08 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47836 members 
Mstep: Class 7 contains 13628 members 
Mstep: Class 8 contains 15713 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 10571 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 17942 members 
Mstep: Class 14 contains 28946 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47477 members 
Mstep: Class 19 contains 10649 members 
Mstep: Class 20 contains 13770 members 
Mstep: Class 21 contains 56695 members 
Mstep: Class 23 contains 39215 members 
Mstep: Class 24 contains 13985 members 
Mstep: Class 25 contains 45222 members 
Mstep: Class 26 contains 20042 members 
Mstep: Class 27 contains 64267 members 
Mstep: Class 28 contains 42203 members 
Mstep: Class 29 contains 38532 members 
Mstep: Class 30 contains 61777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166536.000000 Penalty: 95718.617188
Iteration 322Q: 30 clusters Score -1.101665e+08 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2705 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 47939 members 
Mstep: Class 7 contains 13559 members 
Mstep: Class 8 contains 15099 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 10369 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 17910 members 
Mstep: Class 14 contains 28926 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47605 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 20 contains 13703 members 
Mstep: Class 21 contains 58040 members 
Mstep: Class 23 contains 39357 members 
Mstep: Class 24 contains 14098 members 
Mstep: Class 25 contains 45030 members 
Mstep: Class 26 contains 19595 members 
Mstep: Class 27 contains 65867 members 
Mstep: Class 28 contains 41110 members 
Mstep: Class 29 contains 38375 members 
Mstep: Class 30 contains 61341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164680.000000 Penalty: 95718.617188
Iteration 323Q: 30 clusters Score -1.101647e+08 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2704 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48106 members 
Mstep: Class 7 contains 13461 members 
Mstep: Class 8 contains 14543 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 10168 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 17877 members 
Mstep: Class 14 contains 28909 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47768 members 
Mstep: Class 19 contains 10623 members 
Mstep: Class 20 contains 13679 members 
Mstep: Class 21 contains 59164 members 
Mstep: Class 23 contains 39482 members 
Mstep: Class 24 contains 14202 members 
Mstep: Class 25 contains 45340 members 
Mstep: Class 26 contains 19145 members 
Mstep: Class 27 contains 67012 members 
Mstep: Class 28 contains 40027 members 
Mstep: Class 29 contains 38270 members 
Mstep: Class 30 contains 60841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162656.000000 Penalty: 95718.617188
Iteration 324Q: 30 clusters Score -1.101627e+08 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2699 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48250 members 
Mstep: Class 7 contains 13350 members 
Mstep: Class 8 contains 14066 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 9962 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 17853 members 
Mstep: Class 14 contains 28908 members 
Mstep: Class 15 contains 3443 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47932 members 
Mstep: Class 19 contains 10658 members 
Mstep: Class 20 contains 13649 members 
Mstep: Class 21 contains 60231 members 
Mstep: Class 23 contains 39633 members 
Mstep: Class 24 contains 14300 members 
Mstep: Class 25 contains 46163 members 
Mstep: Class 26 contains 18714 members 
Mstep: Class 27 contains 67807 members 
Mstep: Class 28 contains 38572 members 
Mstep: Class 29 contains 38327 members 
Mstep: Class 30 contains 60314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161808.000000 Penalty: 95718.617188
Iteration 325Q: 30 clusters Score -1.101618e+08 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2696 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48378 members 
Mstep: Class 7 contains 13248 members 
Mstep: Class 8 contains 13761 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 9739 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 17852 members 
Mstep: Class 14 contains 28918 members 
Mstep: Class 15 contains 3374 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48162 members 
Mstep: Class 19 contains 10702 members 
Mstep: Class 20 contains 13648 members 
Mstep: Class 21 contains 60834 members 
Mstep: Class 23 contains 39769 members 
Mstep: Class 24 contains 14363 members 
Mstep: Class 25 contains 47116 members 
Mstep: Class 26 contains 18268 members 
Mstep: Class 27 contains 68007 members 
Mstep: Class 28 contains 37082 members 
Mstep: Class 29 contains 38538 members 
Mstep: Class 30 contains 60375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160600.000000 Penalty: 95718.617188
Iteration 326Q: 30 clusters Score -1.101606e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48564 members 
Mstep: Class 7 contains 13196 members 
Mstep: Class 8 contains 13610 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 9527 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 28927 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48374 members 
Mstep: Class 19 contains 10743 members 
Mstep: Class 20 contains 13656 members 
Mstep: Class 21 contains 61268 members 
Mstep: Class 23 contains 39913 members 
Mstep: Class 24 contains 14432 members 
Mstep: Class 25 contains 47728 members 
Mstep: Class 26 contains 17844 members 
Mstep: Class 27 contains 68106 members 
Mstep: Class 28 contains 35897 members 
Mstep: Class 29 contains 38686 members 
Mstep: Class 30 contains 60495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159048.000000 Penalty: 95718.617188
Iteration 327Q: 30 clusters Score -1.10159e+08 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2691 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48727 members 
Mstep: Class 7 contains 13157 members 
Mstep: Class 8 contains 13564 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 9310 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 17872 members 
Mstep: Class 14 contains 28923 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48580 members 
Mstep: Class 19 contains 10801 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 61604 members 
Mstep: Class 23 contains 40034 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 48265 members 
Mstep: Class 26 contains 17388 members 
Mstep: Class 27 contains 68133 members 
Mstep: Class 28 contains 34842 members 
Mstep: Class 29 contains 38821 members 
Mstep: Class 30 contains 60709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157960.000000 Penalty: 95718.617188
Iteration 328Q: 30 clusters Score -1.10158e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 48934 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 13599 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 9095 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 28909 members 
Mstep: Class 15 contains 3175 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48739 members 
Mstep: Class 19 contains 10851 members 
Mstep: Class 20 contains 13697 members 
Mstep: Class 21 contains 61838 members 
Mstep: Class 23 contains 40178 members 
Mstep: Class 24 contains 14503 members 
Mstep: Class 25 contains 48639 members 
Mstep: Class 26 contains 16827 members 
Mstep: Class 27 contains 68110 members 
Mstep: Class 28 contains 34002 members 
Mstep: Class 29 contains 39086 members 
Mstep: Class 30 contains 60929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157072.000000 Penalty: 95718.617188
Iteration 329Q: 30 clusters Score -1.101571e+08 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 49069 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 13702 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 8858 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 17911 members 
Mstep: Class 14 contains 28925 members 
Mstep: Class 15 contains 3098 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48893 members 
Mstep: Class 19 contains 10905 members 
Mstep: Class 20 contains 13733 members 
Mstep: Class 21 contains 61962 members 
Mstep: Class 23 contains 40357 members 
Mstep: Class 24 contains 14580 members 
Mstep: Class 25 contains 48916 members 
Mstep: Class 26 contains 16368 members 
Mstep: Class 27 contains 68073 members 
Mstep: Class 28 contains 33344 members 
Mstep: Class 29 contains 39183 members 
Mstep: Class 30 contains 61141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156608.000000 Penalty: 95718.617188
Iteration 330Q: 30 clusters Score -1.101566e+08 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2686 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 49186 members 
Mstep: Class 7 contains 13136 members 
Mstep: Class 8 contains 13778 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 17949 members 
Mstep: Class 14 contains 28936 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49044 members 
Mstep: Class 19 contains 10952 members 
Mstep: Class 20 contains 13752 members 
Mstep: Class 21 contains 62020 members 
Mstep: Class 23 contains 40549 members 
Mstep: Class 24 contains 14640 members 
Mstep: Class 25 contains 49086 members 
Mstep: Class 26 contains 15854 members 
Mstep: Class 27 contains 67983 members 
Mstep: Class 28 contains 32886 members 
Mstep: Class 29 contains 39281 members 
Mstep: Class 30 contains 61461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156080.000000 Penalty: 95718.617188
Iteration 331Q: 30 clusters Score -1.101561e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 49295 members 
Mstep: Class 7 contains 13154 members 
Mstep: Class 8 contains 13838 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 8401 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 17988 members 
Mstep: Class 14 contains 28935 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49182 members 
Mstep: Class 19 contains 11004 members 
Mstep: Class 20 contains 13774 members 
Mstep: Class 21 contains 62085 members 
Mstep: Class 23 contains 40694 members 
Mstep: Class 24 contains 14693 members 
Mstep: Class 25 contains 49225 members 
Mstep: Class 26 contains 15230 members 
Mstep: Class 27 contains 67964 members 
Mstep: Class 28 contains 32484 members 
Mstep: Class 29 contains 39462 members 
Mstep: Class 30 contains 61765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155552.000000 Penalty: 95718.617188
Iteration 332Q: 30 clusters Score -1.101556e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2678 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 49423 members 
Mstep: Class 7 contains 13164 members 
Mstep: Class 8 contains 13891 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 8192 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 18026 members 
Mstep: Class 14 contains 28927 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49285 members 
Mstep: Class 19 contains 11066 members 
Mstep: Class 20 contains 13813 members 
Mstep: Class 21 contains 62104 members 
Mstep: Class 23 contains 40816 members 
Mstep: Class 24 contains 14748 members 
Mstep: Class 25 contains 49377 members 
Mstep: Class 26 contains 14664 members 
Mstep: Class 27 contains 68019 members 
Mstep: Class 28 contains 32143 members 
Mstep: Class 29 contains 39571 members 
Mstep: Class 30 contains 62004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154984.000000 Penalty: 95718.617188
Iteration 333Q: 30 clusters Score -1.10155e+08 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2677 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 49517 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 13923 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 8000 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 18053 members 
Mstep: Class 14 contains 28930 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49364 members 
Mstep: Class 19 contains 11131 members 
Mstep: Class 20 contains 13866 members 
Mstep: Class 21 contains 62127 members 
Mstep: Class 23 contains 40918 members 
Mstep: Class 24 contains 14829 members 
Mstep: Class 25 contains 49476 members 
Mstep: Class 26 contains 14124 members 
Mstep: Class 27 contains 68171 members 
Mstep: Class 28 contains 31817 members 
Mstep: Class 29 contains 39570 members 
Mstep: Class 30 contains 62300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154320.000000 Penalty: 95718.617188
Iteration 334Q: 30 clusters Score -1.101543e+08 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2674 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 49634 members 
Mstep: Class 7 contains 13195 members 
Mstep: Class 8 contains 13950 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 7809 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 18095 members 
Mstep: Class 14 contains 28924 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49400 members 
Mstep: Class 19 contains 11204 members 
Mstep: Class 20 contains 13911 members 
Mstep: Class 21 contains 62097 members 
Mstep: Class 23 contains 41001 members 
Mstep: Class 24 contains 14945 members 
Mstep: Class 25 contains 49601 members 
Mstep: Class 26 contains 13666 members 
Mstep: Class 27 contains 68365 members 
Mstep: Class 28 contains 31570 members 
Mstep: Class 29 contains 39400 members 
Mstep: Class 30 contains 62590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153728.000000 Penalty: 95718.617188
Iteration 335Q: 30 clusters Score -1.101537e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2674 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 49752 members 
Mstep: Class 7 contains 13222 members 
Mstep: Class 8 contains 13948 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 7627 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 18136 members 
Mstep: Class 14 contains 28921 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49424 members 
Mstep: Class 19 contains 11288 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 62090 members 
Mstep: Class 23 contains 41073 members 
Mstep: Class 24 contains 15049 members 
Mstep: Class 25 contains 49644 members 
Mstep: Class 26 contains 13204 members 
Mstep: Class 27 contains 68615 members 
Mstep: Class 28 contains 31391 members 
Mstep: Class 29 contains 39188 members 
Mstep: Class 30 contains 62895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152784.000000 Penalty: 95718.617188
Iteration 336Q: 30 clusters Score -1.101528e+08 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 49865 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 13948 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 7444 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 18191 members 
Mstep: Class 14 contains 28913 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49454 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 13991 members 
Mstep: Class 21 contains 62028 members 
Mstep: Class 23 contains 41202 members 
Mstep: Class 24 contains 15147 members 
Mstep: Class 25 contains 49634 members 
Mstep: Class 26 contains 12749 members 
Mstep: Class 27 contains 68938 members 
Mstep: Class 28 contains 31240 members 
Mstep: Class 29 contains 38855 members 
Mstep: Class 30 contains 63271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152232.000000 Penalty: 95718.617188
Iteration 337Q: 30 clusters Score -1.101522e+08 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 49952 members 
Mstep: Class 7 contains 13271 members 
Mstep: Class 8 contains 13969 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 7276 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 18251 members 
Mstep: Class 14 contains 28910 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49519 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 14033 members 
Mstep: Class 21 contains 61991 members 
Mstep: Class 23 contains 41308 members 
Mstep: Class 24 contains 15317 members 
Mstep: Class 25 contains 49573 members 
Mstep: Class 26 contains 12408 members 
Mstep: Class 27 contains 69206 members 
Mstep: Class 28 contains 31106 members 
Mstep: Class 29 contains 38468 members 
Mstep: Class 30 contains 63529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151760.000000 Penalty: 95718.617188
Iteration 338Q: 30 clusters Score -1.101518e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2667 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50027 members 
Mstep: Class 7 contains 13286 members 
Mstep: Class 8 contains 13975 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 7109 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 18319 members 
Mstep: Class 14 contains 28900 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49567 members 
Mstep: Class 19 contains 11499 members 
Mstep: Class 20 contains 14083 members 
Mstep: Class 21 contains 61856 members 
Mstep: Class 23 contains 41428 members 
Mstep: Class 24 contains 15495 members 
Mstep: Class 25 contains 49572 members 
Mstep: Class 26 contains 12208 members 
Mstep: Class 27 contains 69469 members 
Mstep: Class 28 contains 30990 members 
Mstep: Class 29 contains 37926 members 
Mstep: Class 30 contains 63856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151192.000000 Penalty: 95718.617188
Iteration 339Q: 30 clusters Score -1.101512e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2662 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50085 members 
Mstep: Class 7 contains 13305 members 
Mstep: Class 8 contains 13980 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 6958 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 18390 members 
Mstep: Class 14 contains 28893 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49619 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 14115 members 
Mstep: Class 21 contains 61714 members 
Mstep: Class 23 contains 41517 members 
Mstep: Class 24 contains 15710 members 
Mstep: Class 25 contains 49600 members 
Mstep: Class 26 contains 12065 members 
Mstep: Class 27 contains 69739 members 
Mstep: Class 28 contains 30889 members 
Mstep: Class 29 contains 37346 members 
Mstep: Class 30 contains 64117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150928.000000 Penalty: 95718.617188
Iteration 340F: 30 clusters Score -1.101509e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2660 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50171 members 
Mstep: Class 7 contains 13325 members 
Mstep: Class 8 contains 14001 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 6785 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 18462 members 
Mstep: Class 14 contains 28872 members 
Mstep: Class 15 contains 2530 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49660 members 
Mstep: Class 19 contains 11650 members 
Mstep: Class 20 contains 14133 members 
Mstep: Class 21 contains 61643 members 
Mstep: Class 23 contains 41574 members 
Mstep: Class 24 contains 15950 members 
Mstep: Class 25 contains 49477 members 
Mstep: Class 26 contains 11949 members 
Mstep: Class 27 contains 70059 members 
Mstep: Class 28 contains 30754 members 
Mstep: Class 29 contains 36771 members 
Mstep: Class 30 contains 64407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150240.000000 Penalty: 95718.617188
Iteration 341Q: 30 clusters Score -1.101502e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50207 members 
Mstep: Class 7 contains 13345 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 18529 members 
Mstep: Class 14 contains 28865 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49721 members 
Mstep: Class 19 contains 11724 members 
Mstep: Class 20 contains 14163 members 
Mstep: Class 21 contains 61479 members 
Mstep: Class 23 contains 41611 members 
Mstep: Class 24 contains 16164 members 
Mstep: Class 25 contains 49445 members 
Mstep: Class 26 contains 11930 members 
Mstep: Class 27 contains 70339 members 
Mstep: Class 28 contains 30637 members 
Mstep: Class 29 contains 36380 members 
Mstep: Class 30 contains 64501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110149800.000000 Penalty: 95718.617188
Iteration 342Q: 30 clusters Score -1.101498e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2655 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50268 members 
Mstep: Class 7 contains 13358 members 
Mstep: Class 8 contains 14001 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 6508 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 18585 members 
Mstep: Class 14 contains 28840 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49783 members 
Mstep: Class 19 contains 11793 members 
Mstep: Class 20 contains 14203 members 
Mstep: Class 21 contains 61426 members 
Mstep: Class 23 contains 41643 members 
Mstep: Class 24 contains 16355 members 
Mstep: Class 25 contains 49367 members 
Mstep: Class 26 contains 11889 members 
Mstep: Class 27 contains 70563 members 
Mstep: Class 28 contains 30537 members 
Mstep: Class 29 contains 36080 members 
Mstep: Class 30 contains 64513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148928.000000 Penalty: 95718.617188
Iteration 343Q: 30 clusters Score -1.101489e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50320 members 
Mstep: Class 7 contains 13389 members 
Mstep: Class 8 contains 13969 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 6390 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 18671 members 
Mstep: Class 14 contains 28816 members 
Mstep: Class 15 contains 2430 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49845 members 
Mstep: Class 19 contains 11869 members 
Mstep: Class 20 contains 14253 members 
Mstep: Class 21 contains 61283 members 
Mstep: Class 23 contains 41712 members 
Mstep: Class 24 contains 16501 members 
Mstep: Class 25 contains 49335 members 
Mstep: Class 26 contains 11819 members 
Mstep: Class 27 contains 70766 members 
Mstep: Class 28 contains 30428 members 
Mstep: Class 29 contains 35830 members 
Mstep: Class 30 contains 64556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148352.000000 Penalty: 95718.617188
Iteration 344Q: 30 clusters Score -1.101484e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2653 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50385 members 
Mstep: Class 7 contains 13393 members 
Mstep: Class 8 contains 13938 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 18751 members 
Mstep: Class 14 contains 28806 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49925 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 14287 members 
Mstep: Class 21 contains 61155 members 
Mstep: Class 23 contains 41715 members 
Mstep: Class 24 contains 16703 members 
Mstep: Class 25 contains 49354 members 
Mstep: Class 26 contains 11729 members 
Mstep: Class 27 contains 70909 members 
Mstep: Class 28 contains 30285 members 
Mstep: Class 29 contains 35676 members 
Mstep: Class 30 contains 64531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148256.000000 Penalty: 95718.617188
Iteration 345Q: 30 clusters Score -1.101483e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2650 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50444 members 
Mstep: Class 7 contains 13388 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 6215 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 18816 members 
Mstep: Class 14 contains 28785 members 
Mstep: Class 15 contains 2375 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 49982 members 
Mstep: Class 19 contains 12015 members 
Mstep: Class 20 contains 14332 members 
Mstep: Class 21 contains 61073 members 
Mstep: Class 23 contains 41732 members 
Mstep: Class 24 contains 16947 members 
Mstep: Class 25 contains 49406 members 
Mstep: Class 26 contains 11641 members 
Mstep: Class 27 contains 70982 members 
Mstep: Class 28 contains 30178 members 
Mstep: Class 29 contains 35426 members 
Mstep: Class 30 contains 64530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148024.000000 Penalty: 95718.617188
Iteration 346Q: 30 clusters Score -1.10148e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50479 members 
Mstep: Class 7 contains 13392 members 
Mstep: Class 8 contains 13899 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 6134 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 18889 members 
Mstep: Class 14 contains 28778 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50023 members 
Mstep: Class 19 contains 12086 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 60994 members 
Mstep: Class 23 contains 41721 members 
Mstep: Class 24 contains 17130 members 
Mstep: Class 25 contains 49406 members 
Mstep: Class 26 contains 11588 members 
Mstep: Class 27 contains 71037 members 
Mstep: Class 28 contains 30102 members 
Mstep: Class 29 contains 35286 members 
Mstep: Class 30 contains 64532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147488.000000 Penalty: 95718.617188
Iteration 347Q: 30 clusters Score -1.101475e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50463 members 
Mstep: Class 7 contains 13405 members 
Mstep: Class 8 contains 13888 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 6057 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 18985 members 
Mstep: Class 14 contains 28769 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50054 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 14408 members 
Mstep: Class 21 contains 60953 members 
Mstep: Class 23 contains 41695 members 
Mstep: Class 24 contains 17294 members 
Mstep: Class 25 contains 49410 members 
Mstep: Class 26 contains 11542 members 
Mstep: Class 27 contains 71051 members 
Mstep: Class 28 contains 30029 members 
Mstep: Class 29 contains 35227 members 
Mstep: Class 30 contains 64487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147584.000000 Penalty: 95718.617188
Iteration 348Q: 30 clusters Score -1.101476e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2642 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50455 members 
Mstep: Class 7 contains 13410 members 
Mstep: Class 8 contains 13873 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5989 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19072 members 
Mstep: Class 14 contains 28767 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50086 members 
Mstep: Class 19 contains 12238 members 
Mstep: Class 20 contains 14442 members 
Mstep: Class 21 contains 60884 members 
Mstep: Class 23 contains 41643 members 
Mstep: Class 24 contains 17491 members 
Mstep: Class 25 contains 49425 members 
Mstep: Class 26 contains 11506 members 
Mstep: Class 27 contains 71093 members 
Mstep: Class 28 contains 29972 members 
Mstep: Class 29 contains 35189 members 
Mstep: Class 30 contains 64371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147912.000000 Penalty: 95718.617188
Iteration 349Q: 30 clusters Score -1.101479e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50471 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 13841 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19148 members 
Mstep: Class 14 contains 28774 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50135 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 14474 members 
Mstep: Class 21 contains 60779 members 
Mstep: Class 23 contains 41601 members 
Mstep: Class 24 contains 17656 members 
Mstep: Class 25 contains 49476 members 
Mstep: Class 26 contains 11466 members 
Mstep: Class 27 contains 71081 members 
Mstep: Class 28 contains 29917 members 
Mstep: Class 29 contains 35188 members 
Mstep: Class 30 contains 64290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147840.000000 Penalty: 95718.617188
Iteration 350Q: 30 clusters Score -1.101478e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50474 members 
Mstep: Class 7 contains 13420 members 
Mstep: Class 8 contains 13808 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19216 members 
Mstep: Class 14 contains 28780 members 
Mstep: Class 15 contains 2221 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50149 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 14503 members 
Mstep: Class 21 contains 60719 members 
Mstep: Class 23 contains 41570 members 
Mstep: Class 24 contains 17818 members 
Mstep: Class 25 contains 49475 members 
Mstep: Class 26 contains 11388 members 
Mstep: Class 27 contains 71090 members 
Mstep: Class 28 contains 29915 members 
Mstep: Class 29 contains 35192 members 
Mstep: Class 30 contains 64209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148344.000000 Penalty: 95718.617188
Iteration 351Q: 30 clusters Score -1.101483e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50430 members 
Mstep: Class 7 contains 13415 members 
Mstep: Class 8 contains 13777 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5819 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19300 members 
Mstep: Class 14 contains 28785 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50163 members 
Mstep: Class 19 contains 12426 members 
Mstep: Class 20 contains 14533 members 
Mstep: Class 21 contains 60625 members 
Mstep: Class 23 contains 41487 members 
Mstep: Class 24 contains 18017 members 
Mstep: Class 25 contains 49545 members 
Mstep: Class 26 contains 11351 members 
Mstep: Class 27 contains 71065 members 
Mstep: Class 28 contains 29928 members 
Mstep: Class 29 contains 35195 members 
Mstep: Class 30 contains 64129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148432.000000 Penalty: 95718.617188
Iteration 352Q: 30 clusters Score -1.101484e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50383 members 
Mstep: Class 7 contains 13427 members 
Mstep: Class 8 contains 13753 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19359 members 
Mstep: Class 14 contains 28796 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50156 members 
Mstep: Class 19 contains 12486 members 
Mstep: Class 20 contains 14566 members 
Mstep: Class 21 contains 60521 members 
Mstep: Class 23 contains 41412 members 
Mstep: Class 24 contains 18181 members 
Mstep: Class 25 contains 49640 members 
Mstep: Class 26 contains 11276 members 
Mstep: Class 27 contains 71027 members 
Mstep: Class 28 contains 29942 members 
Mstep: Class 29 contains 35238 members 
Mstep: Class 30 contains 64079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148480.000000 Penalty: 95718.617188
Iteration 353Q: 30 clusters Score -1.101485e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50353 members 
Mstep: Class 7 contains 13433 members 
Mstep: Class 8 contains 13725 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5708 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19431 members 
Mstep: Class 14 contains 28799 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50150 members 
Mstep: Class 19 contains 12554 members 
Mstep: Class 20 contains 14592 members 
Mstep: Class 21 contains 60427 members 
Mstep: Class 23 contains 41336 members 
Mstep: Class 24 contains 18330 members 
Mstep: Class 25 contains 49715 members 
Mstep: Class 26 contains 11241 members 
Mstep: Class 27 contains 71001 members 
Mstep: Class 28 contains 29969 members 
Mstep: Class 29 contains 35247 members 
Mstep: Class 30 contains 64016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148520.000000 Penalty: 95718.617188
Iteration 354Q: 30 clusters Score -1.101485e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50346 members 
Mstep: Class 7 contains 13429 members 
Mstep: Class 8 contains 13707 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5665 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19485 members 
Mstep: Class 14 contains 28801 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50137 members 
Mstep: Class 19 contains 12612 members 
Mstep: Class 20 contains 14624 members 
Mstep: Class 21 contains 60322 members 
Mstep: Class 23 contains 41237 members 
Mstep: Class 24 contains 18514 members 
Mstep: Class 25 contains 49759 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 70951 members 
Mstep: Class 28 contains 30021 members 
Mstep: Class 29 contains 35256 members 
Mstep: Class 30 contains 63966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148696.000000 Penalty: 95718.617188
Iteration 355Q: 30 clusters Score -1.101487e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50327 members 
Mstep: Class 7 contains 13424 members 
Mstep: Class 8 contains 13685 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19538 members 
Mstep: Class 14 contains 28794 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50135 members 
Mstep: Class 19 contains 12684 members 
Mstep: Class 20 contains 14650 members 
Mstep: Class 21 contains 60235 members 
Mstep: Class 23 contains 41128 members 
Mstep: Class 24 contains 18708 members 
Mstep: Class 25 contains 49817 members 
Mstep: Class 26 contains 11201 members 
Mstep: Class 27 contains 70875 members 
Mstep: Class 28 contains 30073 members 
Mstep: Class 29 contains 35280 members 
Mstep: Class 30 contains 63883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148792.000000 Penalty: 95718.617188
Iteration 356Q: 30 clusters Score -1.101488e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50299 members 
Mstep: Class 7 contains 13428 members 
Mstep: Class 8 contains 13671 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5571 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19589 members 
Mstep: Class 14 contains 28789 members 
Mstep: Class 15 contains 2124 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50121 members 
Mstep: Class 19 contains 12761 members 
Mstep: Class 20 contains 14673 members 
Mstep: Class 21 contains 60156 members 
Mstep: Class 23 contains 40991 members 
Mstep: Class 24 contains 18915 members 
Mstep: Class 25 contains 49830 members 
Mstep: Class 26 contains 11188 members 
Mstep: Class 27 contains 70815 members 
Mstep: Class 28 contains 30145 members 
Mstep: Class 29 contains 35279 members 
Mstep: Class 30 contains 63840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148808.000000 Penalty: 95718.617188
Iteration 357Q: 30 clusters Score -1.101488e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50273 members 
Mstep: Class 7 contains 13425 members 
Mstep: Class 8 contains 13651 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19628 members 
Mstep: Class 14 contains 28788 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50121 members 
Mstep: Class 19 contains 12841 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 60066 members 
Mstep: Class 23 contains 40819 members 
Mstep: Class 24 contains 19140 members 
Mstep: Class 25 contains 49840 members 
Mstep: Class 26 contains 11144 members 
Mstep: Class 27 contains 70777 members 
Mstep: Class 28 contains 30230 members 
Mstep: Class 29 contains 35334 members 
Mstep: Class 30 contains 63769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148912.000000 Penalty: 95718.617188
Iteration 358Q: 30 clusters Score -1.101489e+08 nChanged 1162
Entering ConstructFrom: 
Score: -110148912.000000 Penalty: 95718.617188
Entering ConstructFrom: 
Trying to split cluster 1 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -89379.906250 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -89379.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87796.851562 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -87796.85 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88422.734375 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -88422.73 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88838.804688 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -88838.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89077.664062 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -89077.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89322.421875 Penalty: 3242.917236
	Iteration 4F: 3 clusters Score -89322.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89464.210938 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -89464.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89574.773438 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -89574.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89624.242188 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -89624.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89648.109375 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -89648.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89681.960938 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -89681.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89704.585938 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -89704.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -89737.125000 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -89737.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89751.835938 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -89751.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89765.335938 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -89765.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89768.867188 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -89768.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89789.507812 Penalty: 3242.917236
	Iteration 15F: 3 clusters Score -89789.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89813.375000 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -89813.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89818.023438 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -89818.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89819.781250 Penalty: 3242.917236
	Iteration 18Q: 3 clusters Score -89819.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89820.367188 Penalty: 3242.917236
	Iteration 19Q: 3 clusters Score -89820.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89820.367188 Penalty: 3242.917236
	Iteration 20F: 3 clusters Score -89820.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50243 members 
Mstep: Class 7 contains 13424 members 
Mstep: Class 8 contains 13633 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19678 members 
Mstep: Class 14 contains 28787 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50136 members 
Mstep: Class 19 contains 12904 members 
Mstep: Class 20 contains 14703 members 
Mstep: Class 21 contains 59992 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 40615 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 49837 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 70750 members 
Mstep: Class 28 contains 30294 members 
Mstep: Class 29 contains 35329 members 
Mstep: Class 30 contains 63705 members 
Entering Unmasked Estep 
Score: -110147704.000000 Penalty: 99019.257812
Splitting cluster 1 changes total score from -110148912.000000 to -110147704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50975.343750 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50975.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49633.050781 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -49633.05 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50053.593750 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -50053.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50203.562500 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -50203.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50302.613281 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -50302.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50348.402344 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -50348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50362.949219 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -50362.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50375.183594 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -50375.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50378.273438 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -50378.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50379.542969 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -50379.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50381.117188 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -50381.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50381.117188 Penalty: 3059.088379
	Iteration 10F: 3 clusters Score -50381.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -21301.232422 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -21301.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20175.656250 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -20175.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20381.072266 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -20381.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20512.015625 Penalty: 2782.298096
	Iteration 2F: 3 clusters Score -20512.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20564.500000 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -20564.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20616.287109 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -20616.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20622.070312 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -20622.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20622.070312 Penalty: 2782.298096
	Iteration 6F: 3 clusters Score -20622.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -493126.593750 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -493126.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -490068.375000 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -490068.4 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -490665.187500 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -490665.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -490815.281250 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -490815.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -490896.468750 Penalty: 3909.440918
	Iteration 3Q: 3 clusters Score -490896.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -490951.531250 Penalty: 3909.440918
	Iteration 4Q: 3 clusters Score -490951.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -490996.375000 Penalty: 3909.440918
	Iteration 5Q: 3 clusters Score -490996.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -491043.375000 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -491043.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -491077.937500 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -491077.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -491098.656250 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -491098.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -491113.843750 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -491113.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -491126.968750 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -491127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -491135.687500 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -491135.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -491143.093750 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -491143.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -491151.906250 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -491151.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -491159.687500 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -491159.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -491167.468750 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -491167.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -491175.250000 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -491175.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -491182.562500 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -491182.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -491190.562500 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -491190.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -491195.250000 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -491195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -491197.218750 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -491197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -491197.593750 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -491197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -491199.312500 Penalty: 3909.440918
	Iteration 22Q: 3 clusters Score -491199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -491201.187500 Penalty: 3909.440918
	Iteration 23Q: 3 clusters Score -491201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -491200.906250 Penalty: 3909.440918
	Iteration 24Q: 3 clusters Score -491200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -491202.625000 Penalty: 3909.440918
	Iteration 25Q: 3 clusters Score -491202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -491205.062500 Penalty: 3909.440918
	Iteration 26Q: 3 clusters Score -491205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -491208.875000 Penalty: 3909.440918
	Iteration 27Q: 3 clusters Score -491208.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -491215.906250 Penalty: 3909.440918
	Iteration 28Q: 3 clusters Score -491215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -491221.593750 Penalty: 3909.440918
	Iteration 29Q: 3 clusters Score -491221.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -491226.312500 Penalty: 3909.440918
	Iteration 30Q: 3 clusters Score -491226.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -491233.687500 Penalty: 3909.440918
	Iteration 31Q: 3 clusters Score -491233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -491237.187500 Penalty: 3909.440918
	Iteration 32Q: 3 clusters Score -491237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -491242.843750 Penalty: 3909.440918
	Iteration 33Q: 3 clusters Score -491242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -491246.843750 Penalty: 3909.440918
	Iteration 34Q: 3 clusters Score -491246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -491250.343750 Penalty: 3909.440918
	Iteration 35Q: 3 clusters Score -491250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -491252.750000 Penalty: 3909.440918
	Iteration 36Q: 3 clusters Score -491252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -491253.812500 Penalty: 3909.440918
	Iteration 37Q: 3 clusters Score -491253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -491254.562500 Penalty: 3909.440918
	Iteration 38Q: 3 clusters Score -491254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -491255.750000 Penalty: 3909.440918
	Iteration 39Q: 3 clusters Score -491255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -491257.187500 Penalty: 3909.440918
	Iteration 40F: 3 clusters Score -491257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -491259.500000 Penalty: 3909.440918
	Iteration 41Q: 3 clusters Score -491259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -491260.687500 Penalty: 3909.440918
	Iteration 42Q: 3 clusters Score -491260.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -491261.031250 Penalty: 3909.440918
	Iteration 43Q: 3 clusters Score -491261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -491262.312500 Penalty: 3909.440918
	Iteration 44Q: 3 clusters Score -491262.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -491262.750000 Penalty: 3909.440918
	Iteration 45Q: 3 clusters Score -491262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -491263.437500 Penalty: 3909.440918
	Iteration 46Q: 3 clusters Score -491263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -491263.718750 Penalty: 3909.440918
	Iteration 47Q: 3 clusters Score -491263.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -491265.000000 Penalty: 3909.440918
	Iteration 48Q: 3 clusters Score -491265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -491264.625000 Penalty: 3909.440918
	Iteration 49Q: 3 clusters Score -491264.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -491265.437500 Penalty: 3909.440918
	Iteration 50Q: 3 clusters Score -491265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -491266.218750 Penalty: 3909.440918
	Iteration 51Q: 3 clusters Score -491266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -491267.750000 Penalty: 3909.440918
	Iteration 52Q: 3 clusters Score -491267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -491267.750000 Penalty: 3909.440918
	Iteration 53F: 3 clusters Score -491267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -80452.054688 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -80452.05 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 269 members 
Entering Unmasked Estep 
Score: -79032.132812 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -79032.13 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79324.562500 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -79324.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79473.953125 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -79473.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79548.125000 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -79548.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79588.007812 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -79588.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79597.976562 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -79597.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79608.039062 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -79608.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79622.671875 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -79622.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79657.851562 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -79657.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79706.000000 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -79706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79748.734375 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -79748.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79787.679688 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -79787.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79813.820312 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -79813.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79818.890625 Penalty: 3098.068848
	Iteration 13Q: 3 clusters Score -79818.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79822.156250 Penalty: 3098.068848
	Iteration 14F: 3 clusters Score -79822.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79849.320312 Penalty: 3098.068848
	Iteration 15Q: 3 clusters Score -79849.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79856.195312 Penalty: 3098.068848
	Iteration 16Q: 3 clusters Score -79856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79904.515625 Penalty: 3098.068848
	Iteration 17Q: 3 clusters Score -79904.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79946.546875 Penalty: 3098.068848
	Iteration 18Q: 3 clusters Score -79946.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79990.750000 Penalty: 3098.068848
	Iteration 19Q: 3 clusters Score -79990.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80060.656250 Penalty: 3098.068848
	Iteration 20F: 3 clusters Score -80060.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -80076.734375 Penalty: 3098.068848
	Iteration 21Q: 3 clusters Score -80076.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80077.968750 Penalty: 3098.068848
	Iteration 22Q: 3 clusters Score -80077.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80077.968750 Penalty: 3098.068848
	Iteration 23F: 3 clusters Score -80077.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Entering Unmasked Estep 
Score: -9251665.000000 Penalty: 2684.507568
	Iteration 0F: 2 clusters Score -9251665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -9218428.000000 Penalty: 5369.015137
	Iteration 0F: 3 clusters Score -9218428 nChanged 23166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -9231346.000000 Penalty: 5369.015137
	Iteration 1F: 3 clusters Score -9231346 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -9231789.000000 Penalty: 5369.015137
	Iteration 2Q: 3 clusters Score -9231789 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -9232239.000000 Penalty: 5369.015137
	Iteration 3Q: 3 clusters Score -9232239 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -9232687.000000 Penalty: 5369.015137
	Iteration 4Q: 3 clusters Score -9232687 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -9233251.000000 Penalty: 5369.015137
	Iteration 5Q: 3 clusters Score -9233251 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -9233917.000000 Penalty: 5369.015137
	Iteration 6Q: 3 clusters Score -9233917 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -9235053.000000 Penalty: 5369.015137
	Iteration 7Q: 3 clusters Score -9235053 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -9236652.000000 Penalty: 5369.015137
	Iteration 8F: 3 clusters Score -9236652 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -9239076.000000 Penalty: 5369.015137
	Iteration 9F: 3 clusters Score -9239076 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -9241971.000000 Penalty: 5369.015137
	Iteration 10F: 3 clusters Score -9241971 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -9244572.000000 Penalty: 5369.015137
	Iteration 11F: 3 clusters Score -9244572 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -9246013.000000 Penalty: 5369.015137
	Iteration 12Q: 3 clusters Score -9246013 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -9246914.000000 Penalty: 5369.015137
	Iteration 13Q: 3 clusters Score -9246914 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -9247601.000000 Penalty: 5369.015137
	Iteration 14Q: 3 clusters Score -9247601 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -9248134.000000 Penalty: 5369.015137
	Iteration 15Q: 3 clusters Score -9248134 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -9248492.000000 Penalty: 5369.015137
	Iteration 16Q: 3 clusters Score -9248492 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -9248772.000000 Penalty: 5369.015137
	Iteration 17Q: 3 clusters Score -9248772 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -9248975.000000 Penalty: 5369.015137
	Iteration 18Q: 3 clusters Score -9248975 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -9249167.000000 Penalty: 5369.015137
	Iteration 19Q: 3 clusters Score -9249167 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -9249273.000000 Penalty: 5369.015137
	Iteration 20F: 3 clusters Score -9249273 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -9249382.000000 Penalty: 5369.015137
	Iteration 21Q: 3 clusters Score -9249382 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -9249444.000000 Penalty: 5369.015137
	Iteration 22Q: 3 clusters Score -9249444 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -9249570.000000 Penalty: 5369.015137
	Iteration 23Q: 3 clusters Score -9249570 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -9249649.000000 Penalty: 5369.015137
	Iteration 24Q: 3 clusters Score -9249649 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -9249659.000000 Penalty: 5369.015137
	Iteration 25Q: 3 clusters Score -9249659 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -9249704.000000 Penalty: 5369.015137
	Iteration 26Q: 3 clusters Score -9249704 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -9249743.000000 Penalty: 5369.015137
	Iteration 27Q: 3 clusters Score -9249743 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -9249802.000000 Penalty: 5369.015137
	Iteration 28Q: 3 clusters Score -9249802 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -9249824.000000 Penalty: 5369.015137
	Iteration 29Q: 3 clusters Score -9249824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -9249818.000000 Penalty: 5369.015137
	Iteration 30Q: 3 clusters Score -9249818 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -9249871.000000 Penalty: 5369.015137
	Iteration 31Q: 3 clusters Score -9249871 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -9249902.000000 Penalty: 5369.015137
	Iteration 32Q: 3 clusters Score -9249902 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -9249912.000000 Penalty: 5369.015137
	Iteration 33Q: 3 clusters Score -9249912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -9249928.000000 Penalty: 5369.015137
	Iteration 34Q: 3 clusters Score -9249928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -9249927.000000 Penalty: 5369.015137
	Iteration 35Q: 3 clusters Score -9249927 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -9249923.000000 Penalty: 5369.015137
	Iteration 36Q: 3 clusters Score -9249923 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -9249932.000000 Penalty: 5369.015137
	Iteration 37Q: 3 clusters Score -9249932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -9249936.000000 Penalty: 5369.015137
	Iteration 38Q: 3 clusters Score -9249936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -9249946.000000 Penalty: 5369.015137
	Iteration 39Q: 3 clusters Score -9249946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -9249942.000000 Penalty: 5369.015137
	Iteration 40F: 3 clusters Score -9249942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -9249957.000000 Penalty: 5369.015137
	Iteration 41Q: 3 clusters Score -9249957 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -9249962.000000 Penalty: 5369.015137
	Iteration 42Q: 3 clusters Score -9249962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -9249973.000000 Penalty: 5369.015137
	Iteration 43Q: 3 clusters Score -9249973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -9249966.000000 Penalty: 5369.015137
	Iteration 44Q: 3 clusters Score -9249966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -9249979.000000 Penalty: 5369.015137
	Iteration 45Q: 3 clusters Score -9249979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -9249989.000000 Penalty: 5369.015137
	Iteration 46Q: 3 clusters Score -9249989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -9249994.000000 Penalty: 5369.015137
	Iteration 47Q: 3 clusters Score -9249994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -9249994.000000 Penalty: 5369.015137
	Iteration 48Q: 3 clusters Score -9249994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -9249968.000000 Penalty: 5369.015137
	Iteration 49Q: 3 clusters Score -9249968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -9249978.000000 Penalty: 5369.015137
	Iteration 50Q: 3 clusters Score -9249978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -9249975.000000 Penalty: 5369.015137
	Iteration 51Q: 3 clusters Score -9249975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -9249987.000000 Penalty: 5369.015137
	Iteration 52Q: 3 clusters Score -9249987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -9249984.000000 Penalty: 5369.015137
	Iteration 53Q: 3 clusters Score -9249984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -9250004.000000 Penalty: 5369.015137
	Iteration 54Q: 3 clusters Score -9250004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -9249988.000000 Penalty: 5369.015137
	Iteration 55Q: 3 clusters Score -9249988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -9249988.000000 Penalty: 5369.015137
	Iteration 56Q: 3 clusters Score -9249988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -9249990.000000 Penalty: 5369.015137
	Iteration 57Q: 3 clusters Score -9249990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -9250002.000000 Penalty: 5369.015137
	Iteration 58Q: 3 clusters Score -9250002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -9250002.000000 Penalty: 5369.015137
	Iteration 59Q: 3 clusters Score -9250002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -9249998.000000 Penalty: 5369.015137
	Iteration 60F: 3 clusters Score -9249998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -9250003.000000 Penalty: 5369.015137
	Iteration 61Q: 3 clusters Score -9250003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -9249986.000000 Penalty: 5369.015137
	Iteration 62Q: 3 clusters Score -9249986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -9249989.000000 Penalty: 5369.015137
	Iteration 63Q: 3 clusters Score -9249989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -9249992.000000 Penalty: 5369.015137
	Iteration 64Q: 3 clusters Score -9249992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -9249994.000000 Penalty: 5369.015137
	Iteration 65Q: 3 clusters Score -9249994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -9249995.000000 Penalty: 5369.015137
	Iteration 66Q: 3 clusters Score -9249995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -9249994.000000 Penalty: 5369.015137
	Iteration 67Q: 3 clusters Score -9249994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -9250005.000000 Penalty: 5369.015137
	Iteration 68Q: 3 clusters Score -9250005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -9250012.000000 Penalty: 5369.015137
	Iteration 69Q: 3 clusters Score -9250012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -9250009.000000 Penalty: 5369.015137
	Iteration 70Q: 3 clusters Score -9250009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -9250013.000000 Penalty: 5369.015137
	Iteration 71Q: 3 clusters Score -9250013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -9250011.000000 Penalty: 5369.015137
	Iteration 72Q: 3 clusters Score -9250011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -9250011.000000 Penalty: 5369.015137
	Iteration 73Q: 3 clusters Score -9250011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -9250019.000000 Penalty: 5369.015137
	Iteration 74Q: 3 clusters Score -9250019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -9250019.000000 Penalty: 5369.015137
	Iteration 75Q: 3 clusters Score -9250019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -9250016.000000 Penalty: 5369.015137
	Iteration 76Q: 3 clusters Score -9250016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -9250033.000000 Penalty: 5369.015137
	Iteration 77Q: 3 clusters Score -9250033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9250046.000000 Penalty: 5369.015137
	Iteration 78Q: 3 clusters Score -9250046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -9250047.000000 Penalty: 5369.015137
	Iteration 79Q: 3 clusters Score -9250047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -9250057.000000 Penalty: 5369.015137
	Iteration 80F: 3 clusters Score -9250057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -9250051.000000 Penalty: 5369.015137
	Iteration 81Q: 3 clusters Score -9250051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -9250072.000000 Penalty: 5369.015137
	Iteration 82Q: 3 clusters Score -9250072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -9250060.000000 Penalty: 5369.015137
	Iteration 83Q: 3 clusters Score -9250060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -9250064.000000 Penalty: 5369.015137
	Iteration 84Q: 3 clusters Score -9250064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -9250072.000000 Penalty: 5369.015137
	Iteration 85Q: 3 clusters Score -9250072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -9250066.000000 Penalty: 5369.015137
	Iteration 86Q: 3 clusters Score -9250066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -9250074.000000 Penalty: 5369.015137
	Iteration 87Q: 3 clusters Score -9250074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -9250074.000000 Penalty: 5369.015137
	Iteration 88Q: 3 clusters Score -9250074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -9250073.000000 Penalty: 5369.015137
	Iteration 89Q: 3 clusters Score -9250073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -9250072.000000 Penalty: 5369.015137
	Iteration 90Q: 3 clusters Score -9250072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -9250061.000000 Penalty: 5369.015137
	Iteration 91Q: 3 clusters Score -9250061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -9250059.000000 Penalty: 5369.015137
	Iteration 92Q: 3 clusters Score -9250059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -9250061.000000 Penalty: 5369.015137
	Iteration 93Q: 3 clusters Score -9250061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -9250060.000000 Penalty: 5369.015137
	Iteration 94Q: 3 clusters Score -9250060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -9250068.000000 Penalty: 5369.015137
	Iteration 95Q: 3 clusters Score -9250068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -9250068.000000 Penalty: 5369.015137
	Iteration 96Q: 3 clusters Score -9250068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -9250074.000000 Penalty: 5369.015137
	Iteration 97Q: 3 clusters Score -9250074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -9250064.000000 Penalty: 5369.015137
	Iteration 98Q: 3 clusters Score -9250064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -9250077.000000 Penalty: 5369.015137
	Iteration 99Q: 3 clusters Score -9250077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -9250072.000000 Penalty: 5369.015137
	Iteration 100F: 3 clusters Score -9250072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -9250068.000000 Penalty: 5369.015137
	Iteration 101Q: 3 clusters Score -9250068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -9250070.000000 Penalty: 5369.015137
	Iteration 102Q: 3 clusters Score -9250070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -9250070.000000 Penalty: 5369.015137
	Iteration 103F: 3 clusters Score -9250070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Entering Unmasked Estep 
Score: -2503721.500000 Penalty: 2357.190430
	Iteration 0F: 2 clusters Score -2503722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2493874.750000 Penalty: 4714.380859
	Iteration 0F: 3 clusters Score -2493875 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2496884.000000 Penalty: 4714.380859
	Iteration 1F: 3 clusters Score -2496884 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2497161.500000 Penalty: 4714.380859
	Iteration 2F: 3 clusters Score -2497162 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2497350.750000 Penalty: 4714.380859
	Iteration 3Q: 3 clusters Score -2497351 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2497464.250000 Penalty: 4714.380859
	Iteration 4Q: 3 clusters Score -2497464 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2497570.500000 Penalty: 4714.380859
	Iteration 5Q: 3 clusters Score -2497570 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2497655.500000 Penalty: 4714.380859
	Iteration 6Q: 3 clusters Score -2497656 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2497732.500000 Penalty: 4714.380859
	Iteration 7Q: 3 clusters Score -2497732 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2497805.750000 Penalty: 4714.380859
	Iteration 8Q: 3 clusters Score -2497806 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2497910.750000 Penalty: 4714.380859
	Iteration 9Q: 3 clusters Score -2497911 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2498014.000000 Penalty: 4714.380859
	Iteration 10Q: 3 clusters Score -2498014 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2498154.500000 Penalty: 4714.380859
	Iteration 11Q: 3 clusters Score -2498154 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2498318.250000 Penalty: 4714.380859
	Iteration 12Q: 3 clusters Score -2498318 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2498543.000000 Penalty: 4714.380859
	Iteration 13Q: 3 clusters Score -2498543 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2498826.500000 Penalty: 4714.380859
	Iteration 14Q: 3 clusters Score -2498826 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2499232.500000 Penalty: 4714.380859
	Iteration 15Q: 3 clusters Score -2499232 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2499669.750000 Penalty: 4714.380859
	Iteration 16Q: 3 clusters Score -2499670 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2500128.500000 Penalty: 4714.380859
	Iteration 17Q: 3 clusters Score -2500128 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2500578.750000 Penalty: 4714.380859
	Iteration 18Q: 3 clusters Score -2500579 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2500949.250000 Penalty: 4714.380859
	Iteration 19Q: 3 clusters Score -2500949 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2501197.250000 Penalty: 4714.380859
	Iteration 20F: 3 clusters Score -2501197 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2501363.500000 Penalty: 4714.380859
	Iteration 21Q: 3 clusters Score -2501364 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2501456.250000 Penalty: 4714.380859
	Iteration 22Q: 3 clusters Score -2501456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2501500.250000 Penalty: 4714.380859
	Iteration 23Q: 3 clusters Score -2501500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2501522.000000 Penalty: 4714.380859
	Iteration 24Q: 3 clusters Score -2501522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2501547.000000 Penalty: 4714.380859
	Iteration 25Q: 3 clusters Score -2501547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2501567.500000 Penalty: 4714.380859
	Iteration 26Q: 3 clusters Score -2501568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2501577.500000 Penalty: 4714.380859
	Iteration 27Q: 3 clusters Score -2501578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2501591.000000 Penalty: 4714.380859
	Iteration 28Q: 3 clusters Score -2501591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2501593.250000 Penalty: 4714.380859
	Iteration 29Q: 3 clusters Score -2501593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2501602.500000 Penalty: 4714.380859
	Iteration 30Q: 3 clusters Score -2501602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2501601.250000 Penalty: 4714.380859
	Iteration 31Q: 3 clusters Score -2501601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2501604.750000 Penalty: 4714.380859
	Iteration 32Q: 3 clusters Score -2501605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2501604.750000 Penalty: 4714.380859
	Iteration 33F: 3 clusters Score -2501605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Entering Unmasked Estep 
Score: -2537531.250000 Penalty: 2361.021484
	Iteration 0F: 2 clusters Score -2537531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2527519.250000 Penalty: 4722.042969
	Iteration 0F: 3 clusters Score -2527519 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2530642.750000 Penalty: 4722.042969
	Iteration 1F: 3 clusters Score -2530643 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2531127.000000 Penalty: 4722.042969
	Iteration 2F: 3 clusters Score -2531127 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2531608.750000 Penalty: 4722.042969
	Iteration 3F: 3 clusters Score -2531609 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2532092.750000 Penalty: 4722.042969
	Iteration 4F: 3 clusters Score -2532093 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2532595.500000 Penalty: 4722.042969
	Iteration 5F: 3 clusters Score -2532596 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2533046.750000 Penalty: 4722.042969
	Iteration 6F: 3 clusters Score -2533047 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2533541.000000 Penalty: 4722.042969
	Iteration 7F: 3 clusters Score -2533541 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2534026.750000 Penalty: 4722.042969
	Iteration 8F: 3 clusters Score -2534027 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2534434.250000 Penalty: 4722.042969
	Iteration 9Q: 3 clusters Score -2534434 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2534757.750000 Penalty: 4722.042969
	Iteration 10Q: 3 clusters Score -2534758 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2535006.750000 Penalty: 4722.042969
	Iteration 11Q: 3 clusters Score -2535007 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2535208.750000 Penalty: 4722.042969
	Iteration 12Q: 3 clusters Score -2535209 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2535333.000000 Penalty: 4722.042969
	Iteration 13Q: 3 clusters Score -2535333 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2535411.000000 Penalty: 4722.042969
	Iteration 14Q: 3 clusters Score -2535411 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2535461.000000 Penalty: 4722.042969
	Iteration 15Q: 3 clusters Score -2535461 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2535496.500000 Penalty: 4722.042969
	Iteration 16Q: 3 clusters Score -2535496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2535514.250000 Penalty: 4722.042969
	Iteration 17Q: 3 clusters Score -2535514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2535538.750000 Penalty: 4722.042969
	Iteration 18Q: 3 clusters Score -2535539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2535539.750000 Penalty: 4722.042969
	Iteration 19Q: 3 clusters Score -2535540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2535552.000000 Penalty: 4722.042969
	Iteration 20F: 3 clusters Score -2535552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2535558.000000 Penalty: 4722.042969
	Iteration 21Q: 3 clusters Score -2535558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2535555.250000 Penalty: 4722.042969
	Iteration 22Q: 3 clusters Score -2535555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2535562.500000 Penalty: 4722.042969
	Iteration 23Q: 3 clusters Score -2535562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2535561.500000 Penalty: 4722.042969
	Iteration 24Q: 3 clusters Score -2535562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2535565.000000 Penalty: 4722.042969
	Iteration 25Q: 3 clusters Score -2535565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2535563.000000 Penalty: 4722.042969
	Iteration 26Q: 3 clusters Score -2535563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2535560.250000 Penalty: 4722.042969
	Iteration 27Q: 3 clusters Score -2535560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2535566.000000 Penalty: 4722.042969
	Iteration 28Q: 3 clusters Score -2535566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2535566.500000 Penalty: 4722.042969
	Iteration 29Q: 3 clusters Score -2535566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2535569.250000 Penalty: 4722.042969
	Iteration 30Q: 3 clusters Score -2535569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2535570.500000 Penalty: 4722.042969
	Iteration 31Q: 3 clusters Score -2535570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2535567.750000 Penalty: 4722.042969
	Iteration 32Q: 3 clusters Score -2535568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2535574.000000 Penalty: 4722.042969
	Iteration 33Q: 3 clusters Score -2535574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2535568.000000 Penalty: 4722.042969
	Iteration 34Q: 3 clusters Score -2535568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2535570.250000 Penalty: 4722.042969
	Iteration 35Q: 3 clusters Score -2535570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2535575.250000 Penalty: 4722.042969
	Iteration 36Q: 3 clusters Score -2535575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2535575.750000 Penalty: 4722.042969
	Iteration 37Q: 3 clusters Score -2535576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2535575.500000 Penalty: 4722.042969
	Iteration 38Q: 3 clusters Score -2535576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2535578.250000 Penalty: 4722.042969
	Iteration 39Q: 3 clusters Score -2535578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2535577.750000 Penalty: 4722.042969
	Iteration 40F: 3 clusters Score -2535578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2535577.250000 Penalty: 4722.042969
	Iteration 41Q: 3 clusters Score -2535577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2535574.500000 Penalty: 4722.042969
	Iteration 42Q: 3 clusters Score -2535574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2535573.500000 Penalty: 4722.042969
	Iteration 43Q: 3 clusters Score -2535574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2535576.750000 Penalty: 4722.042969
	Iteration 44Q: 3 clusters Score -2535577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2535572.750000 Penalty: 4722.042969
	Iteration 45Q: 3 clusters Score -2535573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2535572.500000 Penalty: 4722.042969
	Iteration 46Q: 3 clusters Score -2535572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2535575.000000 Penalty: 4722.042969
	Iteration 47Q: 3 clusters Score -2535575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2535576.000000 Penalty: 4722.042969
	Iteration 48Q: 3 clusters Score -2535576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2535576.750000 Penalty: 4722.042969
	Iteration 49Q: 3 clusters Score -2535577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2535573.250000 Penalty: 4722.042969
	Iteration 50Q: 3 clusters Score -2535573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2535576.500000 Penalty: 4722.042969
	Iteration 51Q: 3 clusters Score -2535576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2535573.000000 Penalty: 4722.042969
	Iteration 52Q: 3 clusters Score -2535573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2535577.250000 Penalty: 4722.042969
	Iteration 53Q: 3 clusters Score -2535577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2535579.250000 Penalty: 4722.042969
	Iteration 54Q: 3 clusters Score -2535579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2535585.500000 Penalty: 4722.042969
	Iteration 55Q: 3 clusters Score -2535586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2535590.250000 Penalty: 4722.042969
	Iteration 56Q: 3 clusters Score -2535590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2535585.750000 Penalty: 4722.042969
	Iteration 57Q: 3 clusters Score -2535586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2535586.500000 Penalty: 4722.042969
	Iteration 58Q: 3 clusters Score -2535586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2535586.250000 Penalty: 4722.042969
	Iteration 59Q: 3 clusters Score -2535586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2535588.750000 Penalty: 4722.042969
	Iteration 60F: 3 clusters Score -2535589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2535591.750000 Penalty: 4722.042969
	Iteration 61Q: 3 clusters Score -2535592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2535586.000000 Penalty: 4722.042969
	Iteration 62Q: 3 clusters Score -2535586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2535590.000000 Penalty: 4722.042969
	Iteration 63Q: 3 clusters Score -2535590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2535589.500000 Penalty: 4722.042969
	Iteration 64Q: 3 clusters Score -2535590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2535590.250000 Penalty: 4722.042969
	Iteration 65Q: 3 clusters Score -2535590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2535593.500000 Penalty: 4722.042969
	Iteration 66Q: 3 clusters Score -2535594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2535596.000000 Penalty: 4722.042969
	Iteration 67Q: 3 clusters Score -2535596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2535593.500000 Penalty: 4722.042969
	Iteration 68Q: 3 clusters Score -2535594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2535591.000000 Penalty: 4722.042969
	Iteration 69Q: 3 clusters Score -2535591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2535589.750000 Penalty: 4722.042969
	Iteration 70Q: 3 clusters Score -2535590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2535591.750000 Penalty: 4722.042969
	Iteration 71Q: 3 clusters Score -2535592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2535592.500000 Penalty: 4722.042969
	Iteration 72Q: 3 clusters Score -2535592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2535594.000000 Penalty: 4722.042969
	Iteration 73Q: 3 clusters Score -2535594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2535593.750000 Penalty: 4722.042969
	Iteration 74Q: 3 clusters Score -2535594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2535592.750000 Penalty: 4722.042969
	Iteration 75Q: 3 clusters Score -2535593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2535591.500000 Penalty: 4722.042969
	Iteration 76Q: 3 clusters Score -2535592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2535590.500000 Penalty: 4722.042969
	Iteration 77Q: 3 clusters Score -2535590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2535588.500000 Penalty: 4722.042969
	Iteration 78Q: 3 clusters Score -2535588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2535587.750000 Penalty: 4722.042969
	Iteration 79Q: 3 clusters Score -2535588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2535588.250000 Penalty: 4722.042969
	Iteration 80F: 3 clusters Score -2535588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2535587.000000 Penalty: 4722.042969
	Iteration 81Q: 3 clusters Score -2535587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2535588.000000 Penalty: 4722.042969
	Iteration 82Q: 3 clusters Score -2535588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2535590.750000 Penalty: 4722.042969
	Iteration 83Q: 3 clusters Score -2535591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2535590.750000 Penalty: 4722.042969
	Iteration 84F: 3 clusters Score -2535591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -187341.171875 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -187341.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -185314.265625 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -185314.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -185738.578125 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -185738.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -186001.328125 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -186001.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -186183.093750 Penalty: 3489.056396
	Iteration 3F: 3 clusters Score -186183.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -186344.281250 Penalty: 3489.056396
	Iteration 4F: 3 clusters Score -186344.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -186501.203125 Penalty: 3489.056396
	Iteration 5F: 3 clusters Score -186501.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -186593.859375 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -186593.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -186687.218750 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -186687.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -186794.546875 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -186794.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -186842.390625 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -186842.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -186867.890625 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -186867.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -186893.265625 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -186893.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -186922.953125 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -186923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -186961.734375 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -186961.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -186979.109375 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -186979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -186988.687500 Penalty: 3489.056396
	Iteration 15Q: 3 clusters Score -186988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -187010.390625 Penalty: 3489.056396
	Iteration 16Q: 3 clusters Score -187010.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -187019.171875 Penalty: 3489.056396
	Iteration 17Q: 3 clusters Score -187019.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -187031.093750 Penalty: 3489.056396
	Iteration 18Q: 3 clusters Score -187031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -187044.968750 Penalty: 3489.056396
	Iteration 19Q: 3 clusters Score -187045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -187070.187500 Penalty: 3489.056396
	Iteration 20F: 3 clusters Score -187070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -187087.703125 Penalty: 3489.056396
	Iteration 21Q: 3 clusters Score -187087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -187109.843750 Penalty: 3489.056396
	Iteration 22Q: 3 clusters Score -187109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -187117.750000 Penalty: 3489.056396
	Iteration 23Q: 3 clusters Score -187117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -187117.750000 Penalty: 3489.056396
	Iteration 24F: 3 clusters Score -187117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Entering Unmasked Estep 
Score: -1015925.062500 Penalty: 2136.081299
	Iteration 0F: 2 clusters Score -1015925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1011080.250000 Penalty: 4272.162598
	Iteration 0F: 3 clusters Score -1011080 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1012328.187500 Penalty: 4272.162598
	Iteration 1F: 3 clusters Score -1012328 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1012645.250000 Penalty: 4272.162598
	Iteration 2F: 3 clusters Score -1012645 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1012910.312500 Penalty: 4272.162598
	Iteration 3F: 3 clusters Score -1012910 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1013158.875000 Penalty: 4272.162598
	Iteration 4F: 3 clusters Score -1013159 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1013382.562500 Penalty: 4272.162598
	Iteration 5F: 3 clusters Score -1013383 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1013586.812500 Penalty: 4272.162598
	Iteration 6F: 3 clusters Score -1013587 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1013780.562500 Penalty: 4272.162598
	Iteration 7Q: 3 clusters Score -1013781 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1013937.125000 Penalty: 4272.162598
	Iteration 8Q: 3 clusters Score -1013937 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1014061.062500 Penalty: 4272.162598
	Iteration 9Q: 3 clusters Score -1014061 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1014171.500000 Penalty: 4272.162598
	Iteration 10Q: 3 clusters Score -1014172 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1014260.562500 Penalty: 4272.162598
	Iteration 11Q: 3 clusters Score -1014261 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1014316.562500 Penalty: 4272.162598
	Iteration 12Q: 3 clusters Score -1014317 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1014366.937500 Penalty: 4272.162598
	Iteration 13Q: 3 clusters Score -1014367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1014404.500000 Penalty: 4272.162598
	Iteration 14Q: 3 clusters Score -1014404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1014434.812500 Penalty: 4272.162598
	Iteration 15Q: 3 clusters Score -1014435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1014447.375000 Penalty: 4272.162598
	Iteration 16Q: 3 clusters Score -1014447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1014459.250000 Penalty: 4272.162598
	Iteration 17Q: 3 clusters Score -1014459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1014470.625000 Penalty: 4272.162598
	Iteration 18Q: 3 clusters Score -1014471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1014473.687500 Penalty: 4272.162598
	Iteration 19Q: 3 clusters Score -1014474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1014478.750000 Penalty: 4272.162598
	Iteration 20F: 3 clusters Score -1014479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1014479.562500 Penalty: 4272.162598
	Iteration 21Q: 3 clusters Score -1014480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1014485.937500 Penalty: 4272.162598
	Iteration 22Q: 3 clusters Score -1014486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1014486.687500 Penalty: 4272.162598
	Iteration 23Q: 3 clusters Score -1014487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1014487.000000 Penalty: 4272.162598
	Iteration 24Q: 3 clusters Score -1014487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1014488.187500 Penalty: 4272.162598
	Iteration 25Q: 3 clusters Score -1014488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1014488.750000 Penalty: 4272.162598
	Iteration 26Q: 3 clusters Score -1014489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1014488.750000 Penalty: 4272.162598
	Iteration 27F: 3 clusters Score -1014489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -414447.125000 Penalty: 1928.372559
	Iteration 0F: 2 clusters Score -414447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -411525.718750 Penalty: 3856.745117
	Iteration 0F: 3 clusters Score -411525.7 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -412123.968750 Penalty: 3856.745117
	Iteration 1F: 3 clusters Score -412124 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -412322.250000 Penalty: 3856.745117
	Iteration 2F: 3 clusters Score -412322.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -412470.937500 Penalty: 3856.745117
	Iteration 3F: 3 clusters Score -412470.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -412588.437500 Penalty: 3856.745117
	Iteration 4Q: 3 clusters Score -412588.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -412680.125000 Penalty: 3856.745117
	Iteration 5Q: 3 clusters Score -412680.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -412749.312500 Penalty: 3856.745117
	Iteration 6Q: 3 clusters Score -412749.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -412815.093750 Penalty: 3856.745117
	Iteration 7Q: 3 clusters Score -412815.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -412868.062500 Penalty: 3856.745117
	Iteration 8Q: 3 clusters Score -412868.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -412911.375000 Penalty: 3856.745117
	Iteration 9Q: 3 clusters Score -412911.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -412955.312500 Penalty: 3856.745117
	Iteration 10Q: 3 clusters Score -412955.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -412983.906250 Penalty: 3856.745117
	Iteration 11Q: 3 clusters Score -412983.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -413009.500000 Penalty: 3856.745117
	Iteration 12Q: 3 clusters Score -413009.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -413031.562500 Penalty: 3856.745117
	Iteration 13Q: 3 clusters Score -413031.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -413051.312500 Penalty: 3856.745117
	Iteration 14Q: 3 clusters Score -413051.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -413075.062500 Penalty: 3856.745117
	Iteration 15Q: 3 clusters Score -413075.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -413095.000000 Penalty: 3856.745117
	Iteration 16Q: 3 clusters Score -413095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -413114.968750 Penalty: 3856.745117
	Iteration 17Q: 3 clusters Score -413115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -413131.281250 Penalty: 3856.745117
	Iteration 18Q: 3 clusters Score -413131.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -413145.437500 Penalty: 3856.745117
	Iteration 19Q: 3 clusters Score -413145.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -413159.718750 Penalty: 3856.745117
	Iteration 20F: 3 clusters Score -413159.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -413170.000000 Penalty: 3856.745117
	Iteration 21Q: 3 clusters Score -413170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -413177.843750 Penalty: 3856.745117
	Iteration 22Q: 3 clusters Score -413177.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -413188.156250 Penalty: 3856.745117
	Iteration 23Q: 3 clusters Score -413188.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -413201.281250 Penalty: 3856.745117
	Iteration 24Q: 3 clusters Score -413201.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -413209.500000 Penalty: 3856.745117
	Iteration 25Q: 3 clusters Score -413209.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -413217.906250 Penalty: 3856.745117
	Iteration 26Q: 3 clusters Score -413217.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -413223.531250 Penalty: 3856.745117
	Iteration 27Q: 3 clusters Score -413223.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -413227.343750 Penalty: 3856.745117
	Iteration 28Q: 3 clusters Score -413227.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -413229.406250 Penalty: 3856.745117
	Iteration 29Q: 3 clusters Score -413229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -413233.250000 Penalty: 3856.745117
	Iteration 30Q: 3 clusters Score -413233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -413235.781250 Penalty: 3856.745117
	Iteration 31Q: 3 clusters Score -413235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -413236.906250 Penalty: 3856.745117
	Iteration 32Q: 3 clusters Score -413236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -413238.562500 Penalty: 3856.745117
	Iteration 33Q: 3 clusters Score -413238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -413238.562500 Penalty: 3856.745117
	Iteration 34F: 3 clusters Score -413238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -135587.640625 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -135587.6 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 356 members 
Entering Unmasked Estep 
Score: -133833.406250 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -133833.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -134063.062500 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -134063.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -134123.359375 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -134123.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -134153.375000 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -134153.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -134201.328125 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -134201.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -134267.500000 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -134267.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -134299.406250 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -134299.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -134323.515625 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -134323.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -134345.656250 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -134345.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -134370.734375 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -134370.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -134386.484375 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -134386.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -134402.343750 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -134402.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -134417.000000 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -134417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -134437.343750 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -134437.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -134463.906250 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -134463.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -134486.421875 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -134486.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -134500.171875 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -134500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -134503.562500 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -134503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -134508.968750 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -134509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -134513.328125 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -134513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -134515.484375 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -134515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -134516.140625 Penalty: 3301.736328
	Iteration 21Q: 3 clusters Score -134516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -134519.156250 Penalty: 3301.736328
	Iteration 22Q: 3 clusters Score -134519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -134519.156250 Penalty: 3301.736328
	Iteration 23F: 3 clusters Score -134519.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Entering Unmasked Estep 
Score: -3641115.250000 Penalty: 2452.039551
	Iteration 0F: 2 clusters Score -3641115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3627313.250000 Penalty: 4904.079102
	Iteration 0F: 3 clusters Score -3627313 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3631780.750000 Penalty: 4904.079102
	Iteration 1F: 3 clusters Score -3631781 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3632081.500000 Penalty: 4904.079102
	Iteration 2Q: 3 clusters Score -3632082 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3632336.500000 Penalty: 4904.079102
	Iteration 3Q: 3 clusters Score -3632336 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3632554.000000 Penalty: 4904.079102
	Iteration 4Q: 3 clusters Score -3632554 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3632695.500000 Penalty: 4904.079102
	Iteration 5Q: 3 clusters Score -3632696 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3632804.250000 Penalty: 4904.079102
	Iteration 6Q: 3 clusters Score -3632804 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3632911.000000 Penalty: 4904.079102
	Iteration 7Q: 3 clusters Score -3632911 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -3633000.500000 Penalty: 4904.079102
	Iteration 8Q: 3 clusters Score -3633000 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3633109.500000 Penalty: 4904.079102
	Iteration 9Q: 3 clusters Score -3633110 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3633202.250000 Penalty: 4904.079102
	Iteration 10Q: 3 clusters Score -3633202 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3633305.500000 Penalty: 4904.079102
	Iteration 11Q: 3 clusters Score -3633306 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3633390.250000 Penalty: 4904.079102
	Iteration 12Q: 3 clusters Score -3633390 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -3633540.250000 Penalty: 4904.079102
	Iteration 13Q: 3 clusters Score -3633540 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3633726.000000 Penalty: 4904.079102
	Iteration 14Q: 3 clusters Score -3633726 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3633951.000000 Penalty: 4904.079102
	Iteration 15Q: 3 clusters Score -3633951 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3634299.500000 Penalty: 4904.079102
	Iteration 16Q: 3 clusters Score -3634300 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3634801.000000 Penalty: 4904.079102
	Iteration 17Q: 3 clusters Score -3634801 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3635432.500000 Penalty: 4904.079102
	Iteration 18Q: 3 clusters Score -3635432 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3636236.000000 Penalty: 4904.079102
	Iteration 19Q: 3 clusters Score -3636236 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3636901.750000 Penalty: 4904.079102
	Iteration 20F: 3 clusters Score -3636902 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3637398.500000 Penalty: 4904.079102
	Iteration 21Q: 3 clusters Score -3637398 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3637706.250000 Penalty: 4904.079102
	Iteration 22Q: 3 clusters Score -3637706 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3637971.250000 Penalty: 4904.079102
	Iteration 23Q: 3 clusters Score -3637971 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3638149.000000 Penalty: 4904.079102
	Iteration 24Q: 3 clusters Score -3638149 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3638280.000000 Penalty: 4904.079102
	Iteration 25Q: 3 clusters Score -3638280 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3638385.000000 Penalty: 4904.079102
	Iteration 26Q: 3 clusters Score -3638385 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3638456.250000 Penalty: 4904.079102
	Iteration 27Q: 3 clusters Score -3638456 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3638517.250000 Penalty: 4904.079102
	Iteration 28Q: 3 clusters Score -3638517 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3638562.250000 Penalty: 4904.079102
	Iteration 29Q: 3 clusters Score -3638562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3638595.250000 Penalty: 4904.079102
	Iteration 30Q: 3 clusters Score -3638595 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3638624.750000 Penalty: 4904.079102
	Iteration 31Q: 3 clusters Score -3638625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3638633.000000 Penalty: 4904.079102
	Iteration 32Q: 3 clusters Score -3638633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3638626.250000 Penalty: 4904.079102
	Iteration 33Q: 3 clusters Score -3638626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3638639.500000 Penalty: 4904.079102
	Iteration 34Q: 3 clusters Score -3638640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3638645.750000 Penalty: 4904.079102
	Iteration 35Q: 3 clusters Score -3638646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3638654.250000 Penalty: 4904.079102
	Iteration 36Q: 3 clusters Score -3638654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3638664.000000 Penalty: 4904.079102
	Iteration 37Q: 3 clusters Score -3638664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3638665.750000 Penalty: 4904.079102
	Iteration 38Q: 3 clusters Score -3638666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3638667.250000 Penalty: 4904.079102
	Iteration 39Q: 3 clusters Score -3638667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3638667.250000 Penalty: 4904.079102
	Iteration 40F: 3 clusters Score -3638667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -3638672.000000 Penalty: 4904.079102
	Iteration 41Q: 3 clusters Score -3638672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3638671.000000 Penalty: 4904.079102
	Iteration 42Q: 3 clusters Score -3638671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3638687.750000 Penalty: 4904.079102
	Iteration 43Q: 3 clusters Score -3638688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3638686.250000 Penalty: 4904.079102
	Iteration 44Q: 3 clusters Score -3638686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3638691.250000 Penalty: 4904.079102
	Iteration 45Q: 3 clusters Score -3638691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -3638688.000000 Penalty: 4904.079102
	Iteration 46Q: 3 clusters Score -3638688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3638696.000000 Penalty: 4904.079102
	Iteration 47Q: 3 clusters Score -3638696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3638697.250000 Penalty: 4904.079102
	Iteration 48Q: 3 clusters Score -3638697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3638697.500000 Penalty: 4904.079102
	Iteration 49Q: 3 clusters Score -3638698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3638695.750000 Penalty: 4904.079102
	Iteration 50Q: 3 clusters Score -3638696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3638695.000000 Penalty: 4904.079102
	Iteration 51Q: 3 clusters Score -3638695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3638696.500000 Penalty: 4904.079102
	Iteration 52Q: 3 clusters Score -3638696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3638691.250000 Penalty: 4904.079102
	Iteration 53Q: 3 clusters Score -3638691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3638697.000000 Penalty: 4904.079102
	Iteration 54Q: 3 clusters Score -3638697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3638693.250000 Penalty: 4904.079102
	Iteration 55Q: 3 clusters Score -3638693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3638696.750000 Penalty: 4904.079102
	Iteration 56Q: 3 clusters Score -3638697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3638693.500000 Penalty: 4904.079102
	Iteration 57Q: 3 clusters Score -3638694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3638695.000000 Penalty: 4904.079102
	Iteration 58Q: 3 clusters Score -3638695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3638695.000000 Penalty: 4904.079102
	Iteration 59F: 3 clusters Score -3638695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Entering Unmasked Estep 
Score: -5191626.500000 Penalty: 2546.384521
	Iteration 0F: 2 clusters Score -5191626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -5171925.500000 Penalty: 5092.769043
	Iteration 0F: 3 clusters Score -5171926 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -5178701.500000 Penalty: 5092.769043
	Iteration 1F: 3 clusters Score -5178702 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5179155.500000 Penalty: 5092.769043
	Iteration 2Q: 3 clusters Score -5179156 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -5179611.500000 Penalty: 5092.769043
	Iteration 3Q: 3 clusters Score -5179612 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -5180154.000000 Penalty: 5092.769043
	Iteration 4Q: 3 clusters Score -5180154 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -5180811.500000 Penalty: 5092.769043
	Iteration 5Q: 3 clusters Score -5180812 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5181578.500000 Penalty: 5092.769043
	Iteration 6Q: 3 clusters Score -5181578 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -5182565.500000 Penalty: 5092.769043
	Iteration 7Q: 3 clusters Score -5182566 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -5183631.500000 Penalty: 5092.769043
	Iteration 8F: 3 clusters Score -5183632 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -5184861.500000 Penalty: 5092.769043
	Iteration 9F: 3 clusters Score -5184862 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -5186097.000000 Penalty: 5092.769043
	Iteration 10F: 3 clusters Score -5186097 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -5187179.000000 Penalty: 5092.769043
	Iteration 11Q: 3 clusters Score -5187179 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -5188004.500000 Penalty: 5092.769043
	Iteration 12Q: 3 clusters Score -5188004 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -5188566.000000 Penalty: 5092.769043
	Iteration 13Q: 3 clusters Score -5188566 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -5188942.000000 Penalty: 5092.769043
	Iteration 14Q: 3 clusters Score -5188942 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -5189205.500000 Penalty: 5092.769043
	Iteration 15Q: 3 clusters Score -5189206 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -5189340.500000 Penalty: 5092.769043
	Iteration 16Q: 3 clusters Score -5189340 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -5189426.500000 Penalty: 5092.769043
	Iteration 17Q: 3 clusters Score -5189426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -5189464.000000 Penalty: 5092.769043
	Iteration 18Q: 3 clusters Score -5189464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -5189500.500000 Penalty: 5092.769043
	Iteration 19Q: 3 clusters Score -5189500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -5189540.000000 Penalty: 5092.769043
	Iteration 20F: 3 clusters Score -5189540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -5189558.500000 Penalty: 5092.769043
	Iteration 21Q: 3 clusters Score -5189558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -5189571.500000 Penalty: 5092.769043
	Iteration 22Q: 3 clusters Score -5189572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -5189578.500000 Penalty: 5092.769043
	Iteration 23Q: 3 clusters Score -5189578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5189586.000000 Penalty: 5092.769043
	Iteration 24Q: 3 clusters Score -5189586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -5189602.500000 Penalty: 5092.769043
	Iteration 25Q: 3 clusters Score -5189602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -5189612.000000 Penalty: 5092.769043
	Iteration 26Q: 3 clusters Score -5189612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -5189612.000000 Penalty: 5092.769043
	Iteration 27Q: 3 clusters Score -5189612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -5189614.000000 Penalty: 5092.769043
	Iteration 28Q: 3 clusters Score -5189614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -5189617.000000 Penalty: 5092.769043
	Iteration 29Q: 3 clusters Score -5189617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -5189614.500000 Penalty: 5092.769043
	Iteration 30Q: 3 clusters Score -5189614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5189612.500000 Penalty: 5092.769043
	Iteration 31Q: 3 clusters Score -5189612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5189617.000000 Penalty: 5092.769043
	Iteration 32Q: 3 clusters Score -5189617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -5189615.500000 Penalty: 5092.769043
	Iteration 33Q: 3 clusters Score -5189616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5189616.000000 Penalty: 5092.769043
	Iteration 34Q: 3 clusters Score -5189616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -5189615.500000 Penalty: 5092.769043
	Iteration 35Q: 3 clusters Score -5189616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5189617.000000 Penalty: 5092.769043
	Iteration 36Q: 3 clusters Score -5189617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -5189622.500000 Penalty: 5092.769043
	Iteration 37Q: 3 clusters Score -5189622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5189626.000000 Penalty: 5092.769043
	Iteration 38Q: 3 clusters Score -5189626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5189628.000000 Penalty: 5092.769043
	Iteration 39Q: 3 clusters Score -5189628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5189628.000000 Penalty: 5092.769043
	Iteration 40F: 3 clusters Score -5189628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -392600.312500 Penalty: 1898.536865
	Iteration 0F: 2 clusters Score -392600.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -389905.843750 Penalty: 3797.073730
	Iteration 0F: 3 clusters Score -389905.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -390358.593750 Penalty: 3797.073730
	Iteration 1F: 3 clusters Score -390358.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -390476.343750 Penalty: 3797.073730
	Iteration 2F: 3 clusters Score -390476.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -390528.468750 Penalty: 3797.073730
	Iteration 3Q: 3 clusters Score -390528.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -390560.843750 Penalty: 3797.073730
	Iteration 4Q: 3 clusters Score -390560.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -390580.250000 Penalty: 3797.073730
	Iteration 5Q: 3 clusters Score -390580.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -390596.468750 Penalty: 3797.073730
	Iteration 6Q: 3 clusters Score -390596.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -390609.000000 Penalty: 3797.073730
	Iteration 7Q: 3 clusters Score -390609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -390624.468750 Penalty: 3797.073730
	Iteration 8Q: 3 clusters Score -390624.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -390634.593750 Penalty: 3797.073730
	Iteration 9Q: 3 clusters Score -390634.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -390643.312500 Penalty: 3797.073730
	Iteration 10Q: 3 clusters Score -390643.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -390651.937500 Penalty: 3797.073730
	Iteration 11Q: 3 clusters Score -390651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -390656.968750 Penalty: 3797.073730
	Iteration 12Q: 3 clusters Score -390657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -390661.531250 Penalty: 3797.073730
	Iteration 13Q: 3 clusters Score -390661.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -390666.281250 Penalty: 3797.073730
	Iteration 14Q: 3 clusters Score -390666.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -390670.843750 Penalty: 3797.073730
	Iteration 15Q: 3 clusters Score -390670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -390676.375000 Penalty: 3797.073730
	Iteration 16Q: 3 clusters Score -390676.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -390683.281250 Penalty: 3797.073730
	Iteration 17Q: 3 clusters Score -390683.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -390691.531250 Penalty: 3797.073730
	Iteration 18Q: 3 clusters Score -390691.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -390696.656250 Penalty: 3797.073730
	Iteration 19Q: 3 clusters Score -390696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -390698.968750 Penalty: 3797.073730
	Iteration 20F: 3 clusters Score -390699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -390702.750000 Penalty: 3797.073730
	Iteration 21Q: 3 clusters Score -390702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -390704.218750 Penalty: 3797.073730
	Iteration 22Q: 3 clusters Score -390704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -390703.812500 Penalty: 3797.073730
	Iteration 23Q: 3 clusters Score -390703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -390705.218750 Penalty: 3797.073730
	Iteration 24Q: 3 clusters Score -390705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -390705.281250 Penalty: 3797.073730
	Iteration 25Q: 3 clusters Score -390705.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -390705.281250 Penalty: 3797.073730
	Iteration 26F: 3 clusters Score -390705.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -144077.828125 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -144077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -142376.390625 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -142376.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -142682.937500 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -142682.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -142865.734375 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -142865.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -143114.250000 Penalty: 3339.767334
	Iteration 3F: 3 clusters Score -143114.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -143361.828125 Penalty: 3339.767334
	Iteration 4F: 3 clusters Score -143361.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -143618.468750 Penalty: 3339.767334
	Iteration 5F: 3 clusters Score -143618.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -143870.234375 Penalty: 3339.767334
	Iteration 6F: 3 clusters Score -143870.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -144044.421875 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -144044.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -144167.453125 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -144167.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -144332.078125 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -144332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -144377.296875 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -144377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -144381.125000 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -144381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -144381.125000 Penalty: 3339.767334
	Iteration 12F: 3 clusters Score -144381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50243 members 
Mstep: Class 7 contains 13424 members 
Mstep: Class 8 contains 13633 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19678 members 
Mstep: Class 14 contains 28787 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 593 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50136 members 
Mstep: Class 19 contains 12904 members 
Mstep: Class 20 contains 14703 members 
Mstep: Class 21 contains 59992 members 
Mstep: Class 22 contains 247 members 
Mstep: Class 23 contains 40615 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 49837 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 70750 members 
Mstep: Class 28 contains 30294 members 
Mstep: Class 29 contains 35329 members 
Mstep: Class 30 contains 63705 members 
Entering Unmasked Estep 
Score: -110147712.000000 Penalty: 99019.257812
Splitting cluster 16 changes total score from -110148912.000000 to -110147712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -99154.531250 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -99154.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97522.898438 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -97522.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97750.851562 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -97750.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97806.421875 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -97806.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97830.984375 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -97830.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97869.734375 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -97869.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97927.851562 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -97927.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97952.562500 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -97952.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97968.734375 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -97968.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97982.601562 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -97982.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97996.664062 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -97996.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98001.617188 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98001.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -98002.515625 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98002.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -98002.515625 Penalty: 3225.383789
	Iteration 12F: 3 clusters Score -98002.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Entering Unmasked Estep 
Score: -9341644.000000 Penalty: 2683.978516
	Iteration 0F: 2 clusters Score -9341644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -9311060.000000 Penalty: 5367.957031
	Iteration 0F: 3 clusters Score -9311060 nChanged 23168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -9323925.000000 Penalty: 5367.957031
	Iteration 1F: 3 clusters Score -9323925 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -9324398.000000 Penalty: 5367.957031
	Iteration 2Q: 3 clusters Score -9324398 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -9324861.000000 Penalty: 5367.957031
	Iteration 3Q: 3 clusters Score -9324861 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -9325422.000000 Penalty: 5367.957031
	Iteration 4Q: 3 clusters Score -9325422 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -9326244.000000 Penalty: 5367.957031
	Iteration 5Q: 3 clusters Score -9326244 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -9327461.000000 Penalty: 5367.957031
	Iteration 6F: 3 clusters Score -9327461 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -9329563.000000 Penalty: 5367.957031
	Iteration 7F: 3 clusters Score -9329563 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -9332457.000000 Penalty: 5367.957031
	Iteration 8F: 3 clusters Score -9332457 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -9335764.000000 Penalty: 5367.957031
	Iteration 9F: 3 clusters Score -9335764 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -9338008.000000 Penalty: 5367.957031
	Iteration 10F: 3 clusters Score -9338008 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -9338866.000000 Penalty: 5367.957031
	Iteration 11Q: 3 clusters Score -9338866 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9339097.000000 Penalty: 5367.957031
	Iteration 12Q: 3 clusters Score -9339097 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9339251.000000 Penalty: 5367.957031
	Iteration 13Q: 3 clusters Score -9339251 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9339343.000000 Penalty: 5367.957031
	Iteration 14Q: 3 clusters Score -9339343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9339388.000000 Penalty: 5367.957031
	Iteration 15Q: 3 clusters Score -9339388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9339405.000000 Penalty: 5367.957031
	Iteration 16Q: 3 clusters Score -9339405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9339421.000000 Penalty: 5367.957031
	Iteration 17Q: 3 clusters Score -9339421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9339432.000000 Penalty: 5367.957031
	Iteration 18Q: 3 clusters Score -9339432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9339451.000000 Penalty: 5367.957031
	Iteration 19Q: 3 clusters Score -9339451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9339474.000000 Penalty: 5367.957031
	Iteration 20F: 3 clusters Score -9339474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9339469.000000 Penalty: 5367.957031
	Iteration 21Q: 3 clusters Score -9339469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9339484.000000 Penalty: 5367.957031
	Iteration 22Q: 3 clusters Score -9339484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9339483.000000 Penalty: 5367.957031
	Iteration 23Q: 3 clusters Score -9339483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9339486.000000 Penalty: 5367.957031
	Iteration 24Q: 3 clusters Score -9339486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9339491.000000 Penalty: 5367.957031
	Iteration 25Q: 3 clusters Score -9339491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9339490.000000 Penalty: 5367.957031
	Iteration 26Q: 3 clusters Score -9339490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9339490.000000 Penalty: 5367.957031
	Iteration 27F: 3 clusters Score -9339490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Entering Unmasked Estep 
Score: -2406863.750000 Penalty: 2347.392578
	Iteration 0F: 2 clusters Score -2406864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2397261.000000 Penalty: 4694.785156
	Iteration 0F: 3 clusters Score -2397261 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2400178.500000 Penalty: 4694.785156
	Iteration 1F: 3 clusters Score -2400178 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2400510.500000 Penalty: 4694.785156
	Iteration 2F: 3 clusters Score -2400510 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2400767.750000 Penalty: 4694.785156
	Iteration 3F: 3 clusters Score -2400768 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2400981.500000 Penalty: 4694.785156
	Iteration 4Q: 3 clusters Score -2400982 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2401198.500000 Penalty: 4694.785156
	Iteration 5Q: 3 clusters Score -2401198 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2401469.500000 Penalty: 4694.785156
	Iteration 6Q: 3 clusters Score -2401470 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2401814.500000 Penalty: 4694.785156
	Iteration 7Q: 3 clusters Score -2401814 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2402183.250000 Penalty: 4694.785156
	Iteration 8Q: 3 clusters Score -2402183 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2402583.750000 Penalty: 4694.785156
	Iteration 9Q: 3 clusters Score -2402584 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2403039.500000 Penalty: 4694.785156
	Iteration 10Q: 3 clusters Score -2403040 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2403526.000000 Penalty: 4694.785156
	Iteration 11Q: 3 clusters Score -2403526 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2403941.000000 Penalty: 4694.785156
	Iteration 12Q: 3 clusters Score -2403941 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2404238.500000 Penalty: 4694.785156
	Iteration 13Q: 3 clusters Score -2404238 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2404420.250000 Penalty: 4694.785156
	Iteration 14Q: 3 clusters Score -2404420 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2404496.750000 Penalty: 4694.785156
	Iteration 15Q: 3 clusters Score -2404497 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2404560.000000 Penalty: 4694.785156
	Iteration 16Q: 3 clusters Score -2404560 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2404596.500000 Penalty: 4694.785156
	Iteration 17Q: 3 clusters Score -2404596 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2404621.000000 Penalty: 4694.785156
	Iteration 18Q: 3 clusters Score -2404621 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2404658.500000 Penalty: 4694.785156
	Iteration 19Q: 3 clusters Score -2404658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2404679.000000 Penalty: 4694.785156
	Iteration 20F: 3 clusters Score -2404679 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2404703.000000 Penalty: 4694.785156
	Iteration 21Q: 3 clusters Score -2404703 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2404733.000000 Penalty: 4694.785156
	Iteration 22Q: 3 clusters Score -2404733 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2404754.000000 Penalty: 4694.785156
	Iteration 23Q: 3 clusters Score -2404754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2404766.750000 Penalty: 4694.785156
	Iteration 24Q: 3 clusters Score -2404767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2404768.750000 Penalty: 4694.785156
	Iteration 25Q: 3 clusters Score -2404769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2404778.000000 Penalty: 4694.785156
	Iteration 26Q: 3 clusters Score -2404778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2404790.750000 Penalty: 4694.785156
	Iteration 27Q: 3 clusters Score -2404791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2404794.250000 Penalty: 4694.785156
	Iteration 28Q: 3 clusters Score -2404794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2404811.750000 Penalty: 4694.785156
	Iteration 29Q: 3 clusters Score -2404812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2404819.500000 Penalty: 4694.785156
	Iteration 30Q: 3 clusters Score -2404820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2404830.250000 Penalty: 4694.785156
	Iteration 31Q: 3 clusters Score -2404830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2404840.250000 Penalty: 4694.785156
	Iteration 32Q: 3 clusters Score -2404840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2404840.250000 Penalty: 4694.785156
	Iteration 33Q: 3 clusters Score -2404840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2404849.250000 Penalty: 4694.785156
	Iteration 34Q: 3 clusters Score -2404849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2404853.500000 Penalty: 4694.785156
	Iteration 35Q: 3 clusters Score -2404854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2404858.000000 Penalty: 4694.785156
	Iteration 36Q: 3 clusters Score -2404858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2404855.500000 Penalty: 4694.785156
	Iteration 37Q: 3 clusters Score -2404856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2404860.750000 Penalty: 4694.785156
	Iteration 38Q: 3 clusters Score -2404861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2404862.750000 Penalty: 4694.785156
	Iteration 39Q: 3 clusters Score -2404863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2404863.750000 Penalty: 4694.785156
	Iteration 40F: 3 clusters Score -2404864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2404866.500000 Penalty: 4694.785156
	Iteration 41Q: 3 clusters Score -2404866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2404866.000000 Penalty: 4694.785156
	Iteration 42Q: 3 clusters Score -2404866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2404870.000000 Penalty: 4694.785156
	Iteration 43Q: 3 clusters Score -2404870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2404873.500000 Penalty: 4694.785156
	Iteration 44Q: 3 clusters Score -2404874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2404870.500000 Penalty: 4694.785156
	Iteration 45Q: 3 clusters Score -2404870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2404873.750000 Penalty: 4694.785156
	Iteration 46Q: 3 clusters Score -2404874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2404873.750000 Penalty: 4694.785156
	Iteration 47Q: 3 clusters Score -2404874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2404873.750000 Penalty: 4694.785156
	Iteration 48F: 3 clusters Score -2404874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Entering Unmasked Estep 
Score: -2712572.250000 Penalty: 2379.760254
	Iteration 0F: 2 clusters Score -2712572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2701950.000000 Penalty: 4759.520508
	Iteration 0F: 3 clusters Score -2701950 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2705212.500000 Penalty: 4759.520508
	Iteration 1F: 3 clusters Score -2705212 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2705512.000000 Penalty: 4759.520508
	Iteration 2F: 3 clusters Score -2705512 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2705711.750000 Penalty: 4759.520508
	Iteration 3Q: 3 clusters Score -2705712 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2705865.500000 Penalty: 4759.520508
	Iteration 4Q: 3 clusters Score -2705866 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2706038.000000 Penalty: 4759.520508
	Iteration 5Q: 3 clusters Score -2706038 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2706193.750000 Penalty: 4759.520508
	Iteration 6Q: 3 clusters Score -2706194 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2706399.500000 Penalty: 4759.520508
	Iteration 7Q: 3 clusters Score -2706400 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2706633.500000 Penalty: 4759.520508
	Iteration 8Q: 3 clusters Score -2706634 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2706914.750000 Penalty: 4759.520508
	Iteration 9Q: 3 clusters Score -2706915 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2707254.000000 Penalty: 4759.520508
	Iteration 10Q: 3 clusters Score -2707254 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2707716.750000 Penalty: 4759.520508
	Iteration 11Q: 3 clusters Score -2707717 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2708248.250000 Penalty: 4759.520508
	Iteration 12Q: 3 clusters Score -2708248 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2708803.000000 Penalty: 4759.520508
	Iteration 13Q: 3 clusters Score -2708803 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2709306.500000 Penalty: 4759.520508
	Iteration 14Q: 3 clusters Score -2709306 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2709673.250000 Penalty: 4759.520508
	Iteration 15Q: 3 clusters Score -2709673 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2709939.000000 Penalty: 4759.520508
	Iteration 16Q: 3 clusters Score -2709939 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2710113.000000 Penalty: 4759.520508
	Iteration 17Q: 3 clusters Score -2710113 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2710212.000000 Penalty: 4759.520508
	Iteration 18Q: 3 clusters Score -2710212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2710276.250000 Penalty: 4759.520508
	Iteration 19Q: 3 clusters Score -2710276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2710314.250000 Penalty: 4759.520508
	Iteration 20F: 3 clusters Score -2710314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2710346.750000 Penalty: 4759.520508
	Iteration 21Q: 3 clusters Score -2710347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2710366.500000 Penalty: 4759.520508
	Iteration 22Q: 3 clusters Score -2710366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2710393.500000 Penalty: 4759.520508
	Iteration 23Q: 3 clusters Score -2710394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2710401.750000 Penalty: 4759.520508
	Iteration 24Q: 3 clusters Score -2710402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2710414.000000 Penalty: 4759.520508
	Iteration 25Q: 3 clusters Score -2710414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2710427.500000 Penalty: 4759.520508
	Iteration 26Q: 3 clusters Score -2710428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2710440.250000 Penalty: 4759.520508
	Iteration 27Q: 3 clusters Score -2710440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2710455.250000 Penalty: 4759.520508
	Iteration 28Q: 3 clusters Score -2710455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2710462.500000 Penalty: 4759.520508
	Iteration 29Q: 3 clusters Score -2710462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2710473.000000 Penalty: 4759.520508
	Iteration 30Q: 3 clusters Score -2710473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2710475.750000 Penalty: 4759.520508
	Iteration 31Q: 3 clusters Score -2710476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2710480.750000 Penalty: 4759.520508
	Iteration 32Q: 3 clusters Score -2710481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2710486.000000 Penalty: 4759.520508
	Iteration 33Q: 3 clusters Score -2710486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2710488.000000 Penalty: 4759.520508
	Iteration 34Q: 3 clusters Score -2710488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2710492.250000 Penalty: 4759.520508
	Iteration 35Q: 3 clusters Score -2710492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2710488.000000 Penalty: 4759.520508
	Iteration 36Q: 3 clusters Score -2710488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2710488.000000 Penalty: 4759.520508
	Iteration 37F: 3 clusters Score -2710488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (59992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Entering Unmasked Estep 
Score: -11209926.000000 Penalty: 2728.487793
	Iteration 0F: 2 clusters Score -1.120993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -11181079.000000 Penalty: 5456.975586
	Iteration 0F: 3 clusters Score -1.118108e+07 nChanged 27913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -11197032.000000 Penalty: 5456.975586
	Iteration 1F: 3 clusters Score -1.119703e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -11198716.000000 Penalty: 5456.975586
	Iteration 2F: 3 clusters Score -1.119872e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -11200988.000000 Penalty: 5456.975586
	Iteration 3F: 3 clusters Score -1.120099e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -11203616.000000 Penalty: 5456.975586
	Iteration 4F: 3 clusters Score -1.120362e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -11206414.000000 Penalty: 5456.975586
	Iteration 5F: 3 clusters Score -1.120641e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -11209228.000000 Penalty: 5456.975586
	Iteration 6F: 3 clusters Score -1.120923e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -11211795.000000 Penalty: 5456.975586
	Iteration 7F: 3 clusters Score -1.12118e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -11213695.000000 Penalty: 5456.975586
	Iteration 8Q: 3 clusters Score -1.12137e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -11214835.000000 Penalty: 5456.975586
	Iteration 9Q: 3 clusters Score -1.121484e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -11215493.000000 Penalty: 5456.975586
	Iteration 10Q: 3 clusters Score -1.121549e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -11215979.000000 Penalty: 5456.975586
	Iteration 11Q: 3 clusters Score -1.121598e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -11216343.000000 Penalty: 5456.975586
	Iteration 12Q: 3 clusters Score -1.121634e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -11216668.000000 Penalty: 5456.975586
	Iteration 13Q: 3 clusters Score -1.121667e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -11216847.000000 Penalty: 5456.975586
	Iteration 14Q: 3 clusters Score -1.121685e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -11216978.000000 Penalty: 5456.975586
	Iteration 15Q: 3 clusters Score -1.121698e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -11217038.000000 Penalty: 5456.975586
	Iteration 16Q: 3 clusters Score -1.121704e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -11217102.000000 Penalty: 5456.975586
	Iteration 17Q: 3 clusters Score -1.12171e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -11217157.000000 Penalty: 5456.975586
	Iteration 18Q: 3 clusters Score -1.121716e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -11217197.000000 Penalty: 5456.975586
	Iteration 19Q: 3 clusters Score -1.12172e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -11217268.000000 Penalty: 5456.975586
	Iteration 20F: 3 clusters Score -1.121727e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -11217241.000000 Penalty: 5456.975586
	Iteration 21Q: 3 clusters Score -1.121724e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -11217270.000000 Penalty: 5456.975586
	Iteration 22Q: 3 clusters Score -1.121727e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -11217305.000000 Penalty: 5456.975586
	Iteration 23Q: 3 clusters Score -1.12173e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -11217319.000000 Penalty: 5456.975586
	Iteration 24Q: 3 clusters Score -1.121732e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -11217324.000000 Penalty: 5456.975586
	Iteration 25Q: 3 clusters Score -1.121732e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -11217337.000000 Penalty: 5456.975586
	Iteration 26Q: 3 clusters Score -1.121734e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -11217351.000000 Penalty: 5456.975586
	Iteration 27Q: 3 clusters Score -1.121735e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -11217351.000000 Penalty: 5456.975586
	Iteration 28Q: 3 clusters Score -1.121735e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -11217352.000000 Penalty: 5456.975586
	Iteration 29Q: 3 clusters Score -1.121735e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -11217355.000000 Penalty: 5456.975586
	Iteration 30Q: 3 clusters Score -1.121736e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -11217371.000000 Penalty: 5456.975586
	Iteration 31Q: 3 clusters Score -1.121737e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -11217373.000000 Penalty: 5456.975586
	Iteration 32Q: 3 clusters Score -1.121737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -11217377.000000 Penalty: 5456.975586
	Iteration 33Q: 3 clusters Score -1.121738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -11217390.000000 Penalty: 5456.975586
	Iteration 34Q: 3 clusters Score -1.121739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -11217378.000000 Penalty: 5456.975586
	Iteration 35Q: 3 clusters Score -1.121738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -11217391.000000 Penalty: 5456.975586
	Iteration 36Q: 3 clusters Score -1.121739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -11217381.000000 Penalty: 5456.975586
	Iteration 37Q: 3 clusters Score -1.121738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -11217392.000000 Penalty: 5456.975586
	Iteration 38Q: 3 clusters Score -1.121739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -11217389.000000 Penalty: 5456.975586
	Iteration 39Q: 3 clusters Score -1.121739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -11217396.000000 Penalty: 5456.975586
	Iteration 40F: 3 clusters Score -1.12174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -11217393.000000 Penalty: 5456.975586
	Iteration 41Q: 3 clusters Score -1.121739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -11217393.000000 Penalty: 5456.975586
	Iteration 42Q: 3 clusters Score -1.121739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -11217379.000000 Penalty: 5456.975586
	Iteration 43Q: 3 clusters Score -1.121738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -11217380.000000 Penalty: 5456.975586
	Iteration 44Q: 3 clusters Score -1.121738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -11217381.000000 Penalty: 5456.975586
	Iteration 45Q: 3 clusters Score -1.121738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -11217386.000000 Penalty: 5456.975586
	Iteration 46Q: 3 clusters Score -1.121739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -11217372.000000 Penalty: 5456.975586
	Iteration 47Q: 3 clusters Score -1.121737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -11217376.000000 Penalty: 5456.975586
	Iteration 48Q: 3 clusters Score -1.121738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -11217373.000000 Penalty: 5456.975586
	Iteration 49Q: 3 clusters Score -1.121737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -11217376.000000 Penalty: 5456.975586
	Iteration 50Q: 3 clusters Score -1.121738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -11217378.000000 Penalty: 5456.975586
	Iteration 51Q: 3 clusters Score -1.121738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -11217373.000000 Penalty: 5456.975586
	Iteration 52Q: 3 clusters Score -1.121737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -11217374.000000 Penalty: 5456.975586
	Iteration 53Q: 3 clusters Score -1.121737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -11217374.000000 Penalty: 5456.975586
	Iteration 54F: 3 clusters Score -1.121737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50243 members 
Mstep: Class 7 contains 13424 members 
Mstep: Class 8 contains 13633 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19678 members 
Mstep: Class 14 contains 28787 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50136 members 
Mstep: Class 19 contains 12904 members 
Mstep: Class 20 contains 14703 members 
Mstep: Class 21 contains 24267 members 
Mstep: Class 22 contains 35725 members 
Mstep: Class 23 contains 40615 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 49837 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 70750 members 
Mstep: Class 28 contains 30294 members 
Mstep: Class 29 contains 35329 members 
Mstep: Class 30 contains 63705 members 
Entering Unmasked Estep 
Score: -110155736.000000 Penalty: 99019.257812
Splitting cluster 21 changes total score from -110148912.000000 to -110155736.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 23 (40615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Entering Unmasked Estep 
Score: -7539922.000000 Penalty: 2631.749512
	Iteration 0F: 2 clusters Score -7539922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -7512642.000000 Penalty: 5263.499023
	Iteration 0F: 3 clusters Score -7512642 nChanged 18658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -7522641.000000 Penalty: 5263.499023
	Iteration 1F: 3 clusters Score -7522641 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -7523108.500000 Penalty: 5263.499023
	Iteration 2Q: 3 clusters Score -7523108 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -7523478.500000 Penalty: 5263.499023
	Iteration 3Q: 3 clusters Score -7523478 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -7523870.000000 Penalty: 5263.499023
	Iteration 4Q: 3 clusters Score -7523870 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -7524264.000000 Penalty: 5263.499023
	Iteration 5Q: 3 clusters Score -7524264 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -7524753.000000 Penalty: 5263.499023
	Iteration 6Q: 3 clusters Score -7524753 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -7525275.500000 Penalty: 5263.499023
	Iteration 7Q: 3 clusters Score -7525276 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -7526039.000000 Penalty: 5263.499023
	Iteration 8Q: 3 clusters Score -7526039 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -7527228.000000 Penalty: 5263.499023
	Iteration 9F: 3 clusters Score -7527228 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -7528803.000000 Penalty: 5263.499023
	Iteration 10F: 3 clusters Score -7528803 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -7530676.500000 Penalty: 5263.499023
	Iteration 11F: 3 clusters Score -7530676 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -7532374.500000 Penalty: 5263.499023
	Iteration 12F: 3 clusters Score -7532374 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -7533835.000000 Penalty: 5263.499023
	Iteration 13Q: 3 clusters Score -7533835 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -7535000.500000 Penalty: 5263.499023
	Iteration 14Q: 3 clusters Score -7535000 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -7535922.500000 Penalty: 5263.499023
	Iteration 15Q: 3 clusters Score -7535922 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -7536515.500000 Penalty: 5263.499023
	Iteration 16Q: 3 clusters Score -7536516 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -7536915.000000 Penalty: 5263.499023
	Iteration 17Q: 3 clusters Score -7536915 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -7537202.000000 Penalty: 5263.499023
	Iteration 18Q: 3 clusters Score -7537202 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -7537432.000000 Penalty: 5263.499023
	Iteration 19Q: 3 clusters Score -7537432 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -7537606.000000 Penalty: 5263.499023
	Iteration 20F: 3 clusters Score -7537606 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -7537733.000000 Penalty: 5263.499023
	Iteration 21Q: 3 clusters Score -7537733 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -7537816.000000 Penalty: 5263.499023
	Iteration 22Q: 3 clusters Score -7537816 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -7537889.500000 Penalty: 5263.499023
	Iteration 23Q: 3 clusters Score -7537890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7537929.000000 Penalty: 5263.499023
	Iteration 24Q: 3 clusters Score -7537929 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -7537967.500000 Penalty: 5263.499023
	Iteration 25Q: 3 clusters Score -7537968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -7537959.000000 Penalty: 5263.499023
	Iteration 26Q: 3 clusters Score -7537959 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -7537965.000000 Penalty: 5263.499023
	Iteration 27Q: 3 clusters Score -7537965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -7537979.000000 Penalty: 5263.499023
	Iteration 28Q: 3 clusters Score -7537979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -7537985.500000 Penalty: 5263.499023
	Iteration 29Q: 3 clusters Score -7537986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -7537988.500000 Penalty: 5263.499023
	Iteration 30Q: 3 clusters Score -7537988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -7537993.000000 Penalty: 5263.499023
	Iteration 31Q: 3 clusters Score -7537993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -7538000.500000 Penalty: 5263.499023
	Iteration 32Q: 3 clusters Score -7538000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -7537995.500000 Penalty: 5263.499023
	Iteration 33Q: 3 clusters Score -7537996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7537995.500000 Penalty: 5263.499023
	Iteration 34Q: 3 clusters Score -7537996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -7538007.000000 Penalty: 5263.499023
	Iteration 35Q: 3 clusters Score -7538007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7538006.000000 Penalty: 5263.499023
	Iteration 36Q: 3 clusters Score -7538006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -7538016.000000 Penalty: 5263.499023
	Iteration 37Q: 3 clusters Score -7538016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -7538014.000000 Penalty: 5263.499023
	Iteration 38Q: 3 clusters Score -7538014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -7538018.500000 Penalty: 5263.499023
	Iteration 39Q: 3 clusters Score -7538018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -7538018.500000 Penalty: 5263.499023
	Iteration 40F: 3 clusters Score -7538018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Entering Unmasked Estep 
Score: -3636365.000000 Penalty: 2448.728271
	Iteration 0F: 2 clusters Score -3636365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3622634.750000 Penalty: 4897.456543
	Iteration 0F: 3 clusters Score -3622635 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3627380.500000 Penalty: 4897.456543
	Iteration 1F: 3 clusters Score -3627380 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3627879.250000 Penalty: 4897.456543
	Iteration 2F: 3 clusters Score -3627879 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3628320.250000 Penalty: 4897.456543
	Iteration 3F: 3 clusters Score -3628320 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3628878.000000 Penalty: 4897.456543
	Iteration 4F: 3 clusters Score -3628878 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3629526.000000 Penalty: 4897.456543
	Iteration 5F: 3 clusters Score -3629526 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3630378.250000 Penalty: 4897.456543
	Iteration 6F: 3 clusters Score -3630378 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3631365.750000 Penalty: 4897.456543
	Iteration 7F: 3 clusters Score -3631366 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3632418.000000 Penalty: 4897.456543
	Iteration 8F: 3 clusters Score -3632418 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3633198.750000 Penalty: 4897.456543
	Iteration 9Q: 3 clusters Score -3633199 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3633673.500000 Penalty: 4897.456543
	Iteration 10Q: 3 clusters Score -3633674 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3633916.750000 Penalty: 4897.456543
	Iteration 11Q: 3 clusters Score -3633917 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3634015.000000 Penalty: 4897.456543
	Iteration 12Q: 3 clusters Score -3634015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3634067.250000 Penalty: 4897.456543
	Iteration 13Q: 3 clusters Score -3634067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3634088.000000 Penalty: 4897.456543
	Iteration 14Q: 3 clusters Score -3634088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3634110.750000 Penalty: 4897.456543
	Iteration 15Q: 3 clusters Score -3634111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -3634136.250000 Penalty: 4897.456543
	Iteration 16Q: 3 clusters Score -3634136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3634152.750000 Penalty: 4897.456543
	Iteration 17Q: 3 clusters Score -3634153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3634157.500000 Penalty: 4897.456543
	Iteration 18Q: 3 clusters Score -3634158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3634168.750000 Penalty: 4897.456543
	Iteration 19Q: 3 clusters Score -3634169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3634175.750000 Penalty: 4897.456543
	Iteration 20F: 3 clusters Score -3634176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3634182.500000 Penalty: 4897.456543
	Iteration 21Q: 3 clusters Score -3634182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3634182.500000 Penalty: 4897.456543
	Iteration 22F: 3 clusters Score -3634182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (49837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Entering Unmasked Estep 
Score: -9311185.000000 Penalty: 2682.495117
	Iteration 0F: 2 clusters Score -9311185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -9280639.000000 Penalty: 5364.990234
	Iteration 0F: 3 clusters Score -9280639 nChanged 23063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -9293491.000000 Penalty: 5364.990234
	Iteration 1F: 3 clusters Score -9293491 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -9294138.000000 Penalty: 5364.990234
	Iteration 2Q: 3 clusters Score -9294138 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -9294765.000000 Penalty: 5364.990234
	Iteration 3Q: 3 clusters Score -9294765 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -9295785.000000 Penalty: 5364.990234
	Iteration 4Q: 3 clusters Score -9295785 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -9297262.000000 Penalty: 5364.990234
	Iteration 5F: 3 clusters Score -9297262 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -9299428.000000 Penalty: 5364.990234
	Iteration 6F: 3 clusters Score -9299428 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -9302671.000000 Penalty: 5364.990234
	Iteration 7F: 3 clusters Score -9302671 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -9306786.000000 Penalty: 5364.990234
	Iteration 8F: 3 clusters Score -9306786 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -9309127.000000 Penalty: 5364.990234
	Iteration 9F: 3 clusters Score -9309127 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -9309875.000000 Penalty: 5364.990234
	Iteration 10Q: 3 clusters Score -9309875 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -9310259.000000 Penalty: 5364.990234
	Iteration 11Q: 3 clusters Score -9310259 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -9310524.000000 Penalty: 5364.990234
	Iteration 12Q: 3 clusters Score -9310524 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -9310702.000000 Penalty: 5364.990234
	Iteration 13Q: 3 clusters Score -9310702 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -9310798.000000 Penalty: 5364.990234
	Iteration 14Q: 3 clusters Score -9310798 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -9310864.000000 Penalty: 5364.990234
	Iteration 15Q: 3 clusters Score -9310864 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -9310877.000000 Penalty: 5364.990234
	Iteration 16Q: 3 clusters Score -9310877 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -9310956.000000 Penalty: 5364.990234
	Iteration 17Q: 3 clusters Score -9310956 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -9310961.000000 Penalty: 5364.990234
	Iteration 18Q: 3 clusters Score -9310961 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -9310979.000000 Penalty: 5364.990234
	Iteration 19Q: 3 clusters Score -9310979 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -9311010.000000 Penalty: 5364.990234
	Iteration 20F: 3 clusters Score -9311010 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -9311019.000000 Penalty: 5364.990234
	Iteration 21Q: 3 clusters Score -9311019 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -9311001.000000 Penalty: 5364.990234
	Iteration 22Q: 3 clusters Score -9311001 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -9311002.000000 Penalty: 5364.990234
	Iteration 23Q: 3 clusters Score -9311002 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -9310975.000000 Penalty: 5364.990234
	Iteration 24Q: 3 clusters Score -9310975 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -9310979.000000 Penalty: 5364.990234
	Iteration 25Q: 3 clusters Score -9310979 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -9310971.000000 Penalty: 5364.990234
	Iteration 26Q: 3 clusters Score -9310971 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -9310990.000000 Penalty: 5364.990234
	Iteration 27Q: 3 clusters Score -9310990 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -9310995.000000 Penalty: 5364.990234
	Iteration 28Q: 3 clusters Score -9310995 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -9311011.000000 Penalty: 5364.990234
	Iteration 29Q: 3 clusters Score -9311011 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -9311021.000000 Penalty: 5364.990234
	Iteration 30Q: 3 clusters Score -9311021 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -9311017.000000 Penalty: 5364.990234
	Iteration 31Q: 3 clusters Score -9311017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -9311007.000000 Penalty: 5364.990234
	Iteration 32Q: 3 clusters Score -9311007 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -9311026.000000 Penalty: 5364.990234
	Iteration 33Q: 3 clusters Score -9311026 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -9311036.000000 Penalty: 5364.990234
	Iteration 34Q: 3 clusters Score -9311036 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -9311027.000000 Penalty: 5364.990234
	Iteration 35Q: 3 clusters Score -9311027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -9311031.000000 Penalty: 5364.990234
	Iteration 36Q: 3 clusters Score -9311031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -9311039.000000 Penalty: 5364.990234
	Iteration 37Q: 3 clusters Score -9311039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -9311040.000000 Penalty: 5364.990234
	Iteration 38Q: 3 clusters Score -9311040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -9311032.000000 Penalty: 5364.990234
	Iteration 39Q: 3 clusters Score -9311032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -9311018.000000 Penalty: 5364.990234
	Iteration 40F: 3 clusters Score -9311018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -9311030.000000 Penalty: 5364.990234
	Iteration 41Q: 3 clusters Score -9311030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -9311027.000000 Penalty: 5364.990234
	Iteration 42Q: 3 clusters Score -9311027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -9311008.000000 Penalty: 5364.990234
	Iteration 43Q: 3 clusters Score -9311008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -9311010.000000 Penalty: 5364.990234
	Iteration 44Q: 3 clusters Score -9311010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -9311011.000000 Penalty: 5364.990234
	Iteration 45Q: 3 clusters Score -9311011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -9311016.000000 Penalty: 5364.990234
	Iteration 46Q: 3 clusters Score -9311016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -9311003.000000 Penalty: 5364.990234
	Iteration 47Q: 3 clusters Score -9311003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -9311005.000000 Penalty: 5364.990234
	Iteration 48Q: 3 clusters Score -9311005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -9311007.000000 Penalty: 5364.990234
	Iteration 49Q: 3 clusters Score -9311007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -9311009.000000 Penalty: 5364.990234
	Iteration 50Q: 3 clusters Score -9311009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -9311025.000000 Penalty: 5364.990234
	Iteration 51Q: 3 clusters Score -9311025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -9311024.000000 Penalty: 5364.990234
	Iteration 52Q: 3 clusters Score -9311024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -9311024.000000 Penalty: 5364.990234
	Iteration 53Q: 3 clusters Score -9311024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -9311027.000000 Penalty: 5364.990234
	Iteration 54Q: 3 clusters Score -9311027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -9311017.000000 Penalty: 5364.990234
	Iteration 55Q: 3 clusters Score -9311017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -9311023.000000 Penalty: 5364.990234
	Iteration 56Q: 3 clusters Score -9311023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -9311023.000000 Penalty: 5364.990234
	Iteration 57F: 3 clusters Score -9311023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Entering Unmasked Estep 
Score: -2089256.500000 Penalty: 2310.492188
	Iteration 0F: 2 clusters Score -2089256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2080842.750000 Penalty: 4620.984375
	Iteration 0F: 3 clusters Score -2080843 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2083287.000000 Penalty: 4620.984375
	Iteration 1F: 3 clusters Score -2083287 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2083596.375000 Penalty: 4620.984375
	Iteration 2F: 3 clusters Score -2083596 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2083859.625000 Penalty: 4620.984375
	Iteration 3F: 3 clusters Score -2083860 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2084053.000000 Penalty: 4620.984375
	Iteration 4Q: 3 clusters Score -2084053 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2084220.125000 Penalty: 4620.984375
	Iteration 5Q: 3 clusters Score -2084220 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2084405.625000 Penalty: 4620.984375
	Iteration 6Q: 3 clusters Score -2084406 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2084594.000000 Penalty: 4620.984375
	Iteration 7Q: 3 clusters Score -2084594 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2084853.500000 Penalty: 4620.984375
	Iteration 8Q: 3 clusters Score -2084854 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2085110.750000 Penalty: 4620.984375
	Iteration 9Q: 3 clusters Score -2085111 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2085432.625000 Penalty: 4620.984375
	Iteration 10Q: 3 clusters Score -2085433 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2085713.625000 Penalty: 4620.984375
	Iteration 11Q: 3 clusters Score -2085714 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2086017.000000 Penalty: 4620.984375
	Iteration 12Q: 3 clusters Score -2086017 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2086250.375000 Penalty: 4620.984375
	Iteration 13Q: 3 clusters Score -2086250 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2086421.875000 Penalty: 4620.984375
	Iteration 14Q: 3 clusters Score -2086422 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2086503.375000 Penalty: 4620.984375
	Iteration 15Q: 3 clusters Score -2086503 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2086579.625000 Penalty: 4620.984375
	Iteration 16Q: 3 clusters Score -2086580 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2086676.500000 Penalty: 4620.984375
	Iteration 17Q: 3 clusters Score -2086676 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2086749.250000 Penalty: 4620.984375
	Iteration 18Q: 3 clusters Score -2086749 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2086779.000000 Penalty: 4620.984375
	Iteration 19Q: 3 clusters Score -2086779 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2086822.250000 Penalty: 4620.984375
	Iteration 20F: 3 clusters Score -2086822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2086857.000000 Penalty: 4620.984375
	Iteration 21Q: 3 clusters Score -2086857 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2086921.875000 Penalty: 4620.984375
	Iteration 22Q: 3 clusters Score -2086922 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2086991.250000 Penalty: 4620.984375
	Iteration 23Q: 3 clusters Score -2086991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2086998.125000 Penalty: 4620.984375
	Iteration 24Q: 3 clusters Score -2086998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2087010.375000 Penalty: 4620.984375
	Iteration 25Q: 3 clusters Score -2087010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2087014.375000 Penalty: 4620.984375
	Iteration 26Q: 3 clusters Score -2087014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2087009.750000 Penalty: 4620.984375
	Iteration 27Q: 3 clusters Score -2087010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2087029.250000 Penalty: 4620.984375
	Iteration 28Q: 3 clusters Score -2087029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2087034.125000 Penalty: 4620.984375
	Iteration 29Q: 3 clusters Score -2087034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2087051.250000 Penalty: 4620.984375
	Iteration 30Q: 3 clusters Score -2087051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2087045.875000 Penalty: 4620.984375
	Iteration 31Q: 3 clusters Score -2087046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2087033.875000 Penalty: 4620.984375
	Iteration 32Q: 3 clusters Score -2087034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2087023.500000 Penalty: 4620.984375
	Iteration 33Q: 3 clusters Score -2087024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2087022.375000 Penalty: 4620.984375
	Iteration 34Q: 3 clusters Score -2087022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2087013.875000 Penalty: 4620.984375
	Iteration 35Q: 3 clusters Score -2087014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2087011.875000 Penalty: 4620.984375
	Iteration 36Q: 3 clusters Score -2087012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2087014.500000 Penalty: 4620.984375
	Iteration 37Q: 3 clusters Score -2087014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2087038.875000 Penalty: 4620.984375
	Iteration 38Q: 3 clusters Score -2087039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2087037.750000 Penalty: 4620.984375
	Iteration 39Q: 3 clusters Score -2087038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2087036.250000 Penalty: 4620.984375
	Iteration 40F: 3 clusters Score -2087036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (70750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Entering Unmasked Estep 
Score: -13205121.000000 Penalty: 2769.393311
	Iteration 0F: 2 clusters Score -1.320512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -13176086.000000 Penalty: 5538.786621
	Iteration 0F: 3 clusters Score -1.317609e+07 nChanged 33457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -13197322.000000 Penalty: 5538.786621
	Iteration 1F: 3 clusters Score -1.319732e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -13200677.000000 Penalty: 5538.786621
	Iteration 2F: 3 clusters Score -1.320068e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -13205080.000000 Penalty: 5538.786621
	Iteration 3F: 3 clusters Score -1.320508e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -13210482.000000 Penalty: 5538.786621
	Iteration 4F: 3 clusters Score -1.321048e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -13214762.000000 Penalty: 5538.786621
	Iteration 5F: 3 clusters Score -1.321476e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -13216742.000000 Penalty: 5538.786621
	Iteration 6F: 3 clusters Score -1.321674e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -13217657.000000 Penalty: 5538.786621
	Iteration 7Q: 3 clusters Score -1.321766e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -13218172.000000 Penalty: 5538.786621
	Iteration 8Q: 3 clusters Score -1.321817e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -13218496.000000 Penalty: 5538.786621
	Iteration 9Q: 3 clusters Score -1.32185e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -13218758.000000 Penalty: 5538.786621
	Iteration 10Q: 3 clusters Score -1.321876e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -13218835.000000 Penalty: 5538.786621
	Iteration 11Q: 3 clusters Score -1.321884e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -13218958.000000 Penalty: 5538.786621
	Iteration 12Q: 3 clusters Score -1.321896e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -13219048.000000 Penalty: 5538.786621
	Iteration 13Q: 3 clusters Score -1.321905e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -13219118.000000 Penalty: 5538.786621
	Iteration 14Q: 3 clusters Score -1.321912e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -13219124.000000 Penalty: 5538.786621
	Iteration 15Q: 3 clusters Score -1.321912e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -13219136.000000 Penalty: 5538.786621
	Iteration 16Q: 3 clusters Score -1.321914e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -13219134.000000 Penalty: 5538.786621
	Iteration 17Q: 3 clusters Score -1.321913e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -13219129.000000 Penalty: 5538.786621
	Iteration 18Q: 3 clusters Score -1.321913e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -13219171.000000 Penalty: 5538.786621
	Iteration 19Q: 3 clusters Score -1.321917e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -13219147.000000 Penalty: 5538.786621
	Iteration 20F: 3 clusters Score -1.321915e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -13219159.000000 Penalty: 5538.786621
	Iteration 21Q: 3 clusters Score -1.321916e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -13219141.000000 Penalty: 5538.786621
	Iteration 22Q: 3 clusters Score -1.321914e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -13219137.000000 Penalty: 5538.786621
	Iteration 23Q: 3 clusters Score -1.321914e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -13219160.000000 Penalty: 5538.786621
	Iteration 24Q: 3 clusters Score -1.321916e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -13219177.000000 Penalty: 5538.786621
	Iteration 25Q: 3 clusters Score -1.321918e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -13219157.000000 Penalty: 5538.786621
	Iteration 26Q: 3 clusters Score -1.321916e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -13219174.000000 Penalty: 5538.786621
	Iteration 27Q: 3 clusters Score -1.321917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -13219184.000000 Penalty: 5538.786621
	Iteration 28Q: 3 clusters Score -1.321918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -13219185.000000 Penalty: 5538.786621
	Iteration 29Q: 3 clusters Score -1.321918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -13219190.000000 Penalty: 5538.786621
	Iteration 30Q: 3 clusters Score -1.321919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -13219187.000000 Penalty: 5538.786621
	Iteration 31Q: 3 clusters Score -1.321919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -13219184.000000 Penalty: 5538.786621
	Iteration 32Q: 3 clusters Score -1.321918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -13219179.000000 Penalty: 5538.786621
	Iteration 33Q: 3 clusters Score -1.321918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -13219187.000000 Penalty: 5538.786621
	Iteration 34Q: 3 clusters Score -1.321919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -13219189.000000 Penalty: 5538.786621
	Iteration 35Q: 3 clusters Score -1.321919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -13219183.000000 Penalty: 5538.786621
	Iteration 36Q: 3 clusters Score -1.321918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -13219188.000000 Penalty: 5538.786621
	Iteration 37Q: 3 clusters Score -1.321919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -13219191.000000 Penalty: 5538.786621
	Iteration 38Q: 3 clusters Score -1.321919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -13219187.000000 Penalty: 5538.786621
	Iteration 39Q: 3 clusters Score -1.321919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -13219182.000000 Penalty: 5538.786621
	Iteration 40F: 3 clusters Score -1.321918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50243 members 
Mstep: Class 7 contains 13424 members 
Mstep: Class 8 contains 13633 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19678 members 
Mstep: Class 14 contains 28787 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50136 members 
Mstep: Class 19 contains 12904 members 
Mstep: Class 20 contains 14703 members 
Mstep: Class 21 contains 24267 members 
Mstep: Class 22 contains 35725 members 
Mstep: Class 23 contains 40615 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 49837 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 35084 members 
Mstep: Class 28 contains 30294 members 
Mstep: Class 29 contains 35329 members 
Mstep: Class 30 contains 63705 members 
Mstep: Class 31 contains 35666 members 
Entering Unmasked Estep 
Score: -110169200.000000 Penalty: 102319.898438
Splitting cluster 27 changes total score from -110148912.000000 to -110169200.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 28 (30294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Entering Unmasked Estep 
Score: -5661367.000000 Penalty: 2559.038818
	Iteration 0F: 2 clusters Score -5661367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -5640637.000000 Penalty: 5118.077637
	Iteration 0F: 3 clusters Score -5640637 nChanged 13755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -5647994.000000 Penalty: 5118.077637
	Iteration 1F: 3 clusters Score -5647994 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -5648420.000000 Penalty: 5118.077637
	Iteration 2Q: 3 clusters Score -5648420 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -5648814.000000 Penalty: 5118.077637
	Iteration 3Q: 3 clusters Score -5648814 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -5649145.000000 Penalty: 5118.077637
	Iteration 4Q: 3 clusters Score -5649145 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -5649460.000000 Penalty: 5118.077637
	Iteration 5Q: 3 clusters Score -5649460 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -5649845.000000 Penalty: 5118.077637
	Iteration 6Q: 3 clusters Score -5649845 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -5650369.500000 Penalty: 5118.077637
	Iteration 7Q: 3 clusters Score -5650370 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -5651174.000000 Penalty: 5118.077637
	Iteration 8Q: 3 clusters Score -5651174 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -5652452.500000 Penalty: 5118.077637
	Iteration 9F: 3 clusters Score -5652452 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -5654142.500000 Penalty: 5118.077637
	Iteration 10F: 3 clusters Score -5654142 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5655970.000000 Penalty: 5118.077637
	Iteration 11F: 3 clusters Score -5655970 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5657432.000000 Penalty: 5118.077637
	Iteration 12F: 3 clusters Score -5657432 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5658303.500000 Penalty: 5118.077637
	Iteration 13Q: 3 clusters Score -5658304 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5658683.000000 Penalty: 5118.077637
	Iteration 14Q: 3 clusters Score -5658683 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5658871.000000 Penalty: 5118.077637
	Iteration 15Q: 3 clusters Score -5658871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5658974.000000 Penalty: 5118.077637
	Iteration 16Q: 3 clusters Score -5658974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5659031.000000 Penalty: 5118.077637
	Iteration 17Q: 3 clusters Score -5659031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5659050.500000 Penalty: 5118.077637
	Iteration 18Q: 3 clusters Score -5659050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5659079.000000 Penalty: 5118.077637
	Iteration 19Q: 3 clusters Score -5659079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5659094.000000 Penalty: 5118.077637
	Iteration 20F: 3 clusters Score -5659094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5659102.000000 Penalty: 5118.077637
	Iteration 21Q: 3 clusters Score -5659102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5659125.000000 Penalty: 5118.077637
	Iteration 22Q: 3 clusters Score -5659125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5659131.000000 Penalty: 5118.077637
	Iteration 23Q: 3 clusters Score -5659131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5659143.500000 Penalty: 5118.077637
	Iteration 24Q: 3 clusters Score -5659144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5659142.500000 Penalty: 5118.077637
	Iteration 25Q: 3 clusters Score -5659142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5659144.500000 Penalty: 5118.077637
	Iteration 26Q: 3 clusters Score -5659144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5659149.000000 Penalty: 5118.077637
	Iteration 27Q: 3 clusters Score -5659149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5659149.000000 Penalty: 5118.077637
	Iteration 28F: 3 clusters Score -5659149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Entering Unmasked Estep 
Score: -6610783.500000 Penalty: 2597.169922
	Iteration 0F: 2 clusters Score -6610784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -6586783.000000 Penalty: 5194.339844
	Iteration 0F: 3 clusters Score -6586783 nChanged 16134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -6595545.000000 Penalty: 5194.339844
	Iteration 1F: 3 clusters Score -6595545 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -6595964.000000 Penalty: 5194.339844
	Iteration 2Q: 3 clusters Score -6595964 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -6596305.500000 Penalty: 5194.339844
	Iteration 3Q: 3 clusters Score -6596306 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -6596590.500000 Penalty: 5194.339844
	Iteration 4Q: 3 clusters Score -6596590 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -6596871.000000 Penalty: 5194.339844
	Iteration 5Q: 3 clusters Score -6596871 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -6597049.000000 Penalty: 5194.339844
	Iteration 6Q: 3 clusters Score -6597049 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -6597199.000000 Penalty: 5194.339844
	Iteration 7Q: 3 clusters Score -6597199 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -6597350.000000 Penalty: 5194.339844
	Iteration 8Q: 3 clusters Score -6597350 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -6597525.500000 Penalty: 5194.339844
	Iteration 9Q: 3 clusters Score -6597526 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -6597776.000000 Penalty: 5194.339844
	Iteration 10Q: 3 clusters Score -6597776 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -6597965.500000 Penalty: 5194.339844
	Iteration 11Q: 3 clusters Score -6597966 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -6598282.000000 Penalty: 5194.339844
	Iteration 12Q: 3 clusters Score -6598282 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -6598679.500000 Penalty: 5194.339844
	Iteration 13Q: 3 clusters Score -6598680 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -6599350.500000 Penalty: 5194.339844
	Iteration 14Q: 3 clusters Score -6599350 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -6600245.500000 Penalty: 5194.339844
	Iteration 15Q: 3 clusters Score -6600246 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -6601534.500000 Penalty: 5194.339844
	Iteration 16F: 3 clusters Score -6601534 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -6603028.000000 Penalty: 5194.339844
	Iteration 17F: 3 clusters Score -6603028 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -6604544.500000 Penalty: 5194.339844
	Iteration 18F: 3 clusters Score -6604544 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -6605814.500000 Penalty: 5194.339844
	Iteration 19Q: 3 clusters Score -6605814 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6606821.500000 Penalty: 5194.339844
	Iteration 20F: 3 clusters Score -6606822 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6607501.000000 Penalty: 5194.339844
	Iteration 21Q: 3 clusters Score -6607501 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6607897.000000 Penalty: 5194.339844
	Iteration 22Q: 3 clusters Score -6607897 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6608154.500000 Penalty: 5194.339844
	Iteration 23Q: 3 clusters Score -6608154 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6608285.500000 Penalty: 5194.339844
	Iteration 24Q: 3 clusters Score -6608286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6608364.000000 Penalty: 5194.339844
	Iteration 25Q: 3 clusters Score -6608364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6608412.500000 Penalty: 5194.339844
	Iteration 26Q: 3 clusters Score -6608412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6608422.500000 Penalty: 5194.339844
	Iteration 27Q: 3 clusters Score -6608422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6608435.000000 Penalty: 5194.339844
	Iteration 28Q: 3 clusters Score -6608435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6608451.500000 Penalty: 5194.339844
	Iteration 29Q: 3 clusters Score -6608452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6608468.500000 Penalty: 5194.339844
	Iteration 30Q: 3 clusters Score -6608468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6608480.500000 Penalty: 5194.339844
	Iteration 31Q: 3 clusters Score -6608480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6608484.000000 Penalty: 5194.339844
	Iteration 32Q: 3 clusters Score -6608484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6608490.000000 Penalty: 5194.339844
	Iteration 33Q: 3 clusters Score -6608490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6608499.000000 Penalty: 5194.339844
	Iteration 34Q: 3 clusters Score -6608499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6608505.500000 Penalty: 5194.339844
	Iteration 35Q: 3 clusters Score -6608506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6608505.500000 Penalty: 5194.339844
	Iteration 36F: 3 clusters Score -6608506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (63705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Entering Unmasked Estep 
Score: -11892103.000000 Penalty: 2743.380615
	Iteration 0F: 2 clusters Score -1.18921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -11859467.000000 Penalty: 5486.761230
	Iteration 0F: 3 clusters Score -1.185947e+07 nChanged 29810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -11876505.000000 Penalty: 5486.761230
	Iteration 1F: 3 clusters Score -1.18765e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -11877671.000000 Penalty: 5486.761230
	Iteration 2Q: 3 clusters Score -1.187767e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -11879082.000000 Penalty: 5486.761230
	Iteration 3Q: 3 clusters Score -1.187908e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -11881061.000000 Penalty: 5486.761230
	Iteration 4F: 3 clusters Score -1.188106e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -11883842.000000 Penalty: 5486.761230
	Iteration 5F: 3 clusters Score -1.188384e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -11887108.000000 Penalty: 5486.761230
	Iteration 6F: 3 clusters Score -1.188711e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -11890818.000000 Penalty: 5486.761230
	Iteration 7F: 3 clusters Score -1.189082e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -11894032.000000 Penalty: 5486.761230
	Iteration 8F: 3 clusters Score -1.189403e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -11895775.000000 Penalty: 5486.761230
	Iteration 9Q: 3 clusters Score -1.189578e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -11896952.000000 Penalty: 5486.761230
	Iteration 10Q: 3 clusters Score -1.189695e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -11897628.000000 Penalty: 5486.761230
	Iteration 11Q: 3 clusters Score -1.189763e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -11898137.000000 Penalty: 5486.761230
	Iteration 12Q: 3 clusters Score -1.189814e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -11898509.000000 Penalty: 5486.761230
	Iteration 13Q: 3 clusters Score -1.189851e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -11898778.000000 Penalty: 5486.761230
	Iteration 14Q: 3 clusters Score -1.189878e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -11898884.000000 Penalty: 5486.761230
	Iteration 15Q: 3 clusters Score -1.189888e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -11898973.000000 Penalty: 5486.761230
	Iteration 16Q: 3 clusters Score -1.189897e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -11899081.000000 Penalty: 5486.761230
	Iteration 17Q: 3 clusters Score -1.189908e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -11899185.000000 Penalty: 5486.761230
	Iteration 18Q: 3 clusters Score -1.189918e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -11899259.000000 Penalty: 5486.761230
	Iteration 19Q: 3 clusters Score -1.189926e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -11899266.000000 Penalty: 5486.761230
	Iteration 20F: 3 clusters Score -1.189927e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -11899299.000000 Penalty: 5486.761230
	Iteration 21Q: 3 clusters Score -1.18993e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -11899275.000000 Penalty: 5486.761230
	Iteration 22Q: 3 clusters Score -1.189928e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -11899320.000000 Penalty: 5486.761230
	Iteration 23Q: 3 clusters Score -1.189932e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -11899332.000000 Penalty: 5486.761230
	Iteration 24Q: 3 clusters Score -1.189933e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -11899342.000000 Penalty: 5486.761230
	Iteration 25Q: 3 clusters Score -1.189934e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -11899341.000000 Penalty: 5486.761230
	Iteration 26Q: 3 clusters Score -1.189934e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -11899326.000000 Penalty: 5486.761230
	Iteration 27Q: 3 clusters Score -1.189933e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -11899314.000000 Penalty: 5486.761230
	Iteration 28Q: 3 clusters Score -1.189931e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -11899314.000000 Penalty: 5486.761230
	Iteration 29Q: 3 clusters Score -1.189931e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -11899319.000000 Penalty: 5486.761230
	Iteration 30Q: 3 clusters Score -1.189932e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -11899312.000000 Penalty: 5486.761230
	Iteration 31Q: 3 clusters Score -1.189931e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -11899305.000000 Penalty: 5486.761230
	Iteration 32Q: 3 clusters Score -1.18993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -11899311.000000 Penalty: 5486.761230
	Iteration 33Q: 3 clusters Score -1.189931e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -11899317.000000 Penalty: 5486.761230
	Iteration 34Q: 3 clusters Score -1.189932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -11899328.000000 Penalty: 5486.761230
	Iteration 35Q: 3 clusters Score -1.189933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -11899323.000000 Penalty: 5486.761230
	Iteration 36Q: 3 clusters Score -1.189932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -11899322.000000 Penalty: 5486.761230
	Iteration 37Q: 3 clusters Score -1.189932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -11899325.000000 Penalty: 5486.761230
	Iteration 38Q: 3 clusters Score -1.189932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -11899322.000000 Penalty: 5486.761230
	Iteration 39Q: 3 clusters Score -1.189932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -11899327.000000 Penalty: 5486.761230
	Iteration 40F: 3 clusters Score -1.189933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -11899332.000000 Penalty: 5486.761230
	Iteration 41Q: 3 clusters Score -1.189933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -11899322.000000 Penalty: 5486.761230
	Iteration 42Q: 3 clusters Score -1.189932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -11899322.000000 Penalty: 5486.761230
	Iteration 43Q: 3 clusters Score -1.189932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -11899322.000000 Penalty: 5486.761230
	Iteration 44Q: 3 clusters Score -1.189932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -11899325.000000 Penalty: 5486.761230
	Iteration 45Q: 3 clusters Score -1.189932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -11899315.000000 Penalty: 5486.761230
	Iteration 46Q: 3 clusters Score -1.189932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -11899322.000000 Penalty: 5486.761230
	Iteration 47Q: 3 clusters Score -1.189932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -11899322.000000 Penalty: 5486.761230
	Iteration 48F: 3 clusters Score -1.189932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50243 members 
Mstep: Class 7 contains 13424 members 
Mstep: Class 8 contains 13633 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19678 members 
Mstep: Class 14 contains 28787 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50136 members 
Mstep: Class 19 contains 12904 members 
Mstep: Class 20 contains 14703 members 
Mstep: Class 21 contains 24267 members 
Mstep: Class 22 contains 35725 members 
Mstep: Class 23 contains 40615 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 49837 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 35084 members 
Mstep: Class 28 contains 30294 members 
Mstep: Class 29 contains 35329 members 
Mstep: Class 30 contains 34278 members 
Mstep: Class 31 contains 35666 members 
Mstep: Class 32 contains 29427 members 
Entering Unmasked Estep 
Score: -110176288.000000 Penalty: 105620.539062
Splitting cluster 30 changes total score from -110148912.000000 to -110176288.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 50243 members 
Mstep: Class 7 contains 13424 members 
Mstep: Class 8 contains 13633 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 19678 members 
Mstep: Class 14 contains 28787 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50136 members 
Mstep: Class 19 contains 12904 members 
Mstep: Class 20 contains 14703 members 
Mstep: Class 21 contains 24267 members 
Mstep: Class 23 contains 40615 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 49837 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 35084 members 
Mstep: Class 28 contains 30294 members 
Mstep: Class 29 contains 35329 members 
Mstep: Class 30 contains 34278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179648.000000 Penalty: 105620.539062
Iteration 359Q: 33 clusters Score -1.101796e+08 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 49715 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 13610 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5459 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 19639 members 
Mstep: Class 14 contains 28811 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 50120 members 
Mstep: Class 19 contains 12571 members 
Mstep: Class 20 contains 14647 members 
Mstep: Class 21 contains 25403 members 
Mstep: Class 22 contains 35026 members 
Mstep: Class 23 contains 40491 members 
Mstep: Class 24 contains 19642 members 
Mstep: Class 25 contains 49954 members 
Mstep: Class 26 contains 11089 members 
Mstep: Class 27 contains 36528 members 
Mstep: Class 28 contains 30396 members 
Mstep: Class 29 contains 34982 members 
Mstep: Class 30 contains 35047 members 
Mstep: Class 31 contains 34926 members 
Mstep: Class 32 contains 28756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182320.000000 Penalty: 105620.539062
Iteration 360F: 33 clusters Score -1.101823e+08 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 48454 members 
Mstep: Class 7 contains 12878 members 
Mstep: Class 8 contains 13597 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5410 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 19251 members 
Mstep: Class 14 contains 28785 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 48748 members 
Mstep: Class 19 contains 11891 members 
Mstep: Class 20 contains 14282 members 
Mstep: Class 21 contains 26035 members 
Mstep: Class 22 contains 37193 members 
Mstep: Class 23 contains 40435 members 
Mstep: Class 24 contains 19918 members 
Mstep: Class 25 contains 48974 members 
Mstep: Class 26 contains 11100 members 
Mstep: Class 27 contains 37064 members 
Mstep: Class 28 contains 30570 members 
Mstep: Class 29 contains 34800 members 
Mstep: Class 30 contains 35483 members 
Mstep: Class 31 contains 36009 members 
Mstep: Class 32 contains 29204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184680.000000 Penalty: 105620.539062
Iteration 361Q: 33 clusters Score -1.101847e+08 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47536 members 
Mstep: Class 7 contains 12548 members 
Mstep: Class 8 contains 13613 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 18843 members 
Mstep: Class 14 contains 28734 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 47610 members 
Mstep: Class 19 contains 11267 members 
Mstep: Class 20 contains 14000 members 
Mstep: Class 21 contains 26514 members 
Mstep: Class 22 contains 39193 members 
Mstep: Class 23 contains 40397 members 
Mstep: Class 24 contains 20262 members 
Mstep: Class 25 contains 48280 members 
Mstep: Class 26 contains 11151 members 
Mstep: Class 27 contains 37719 members 
Mstep: Class 28 contains 30682 members 
Mstep: Class 29 contains 34743 members 
Mstep: Class 30 contains 35929 members 
Mstep: Class 31 contains 36324 members 
Mstep: Class 32 contains 29422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186472.000000 Penalty: 105620.539062
Iteration 362Q: 33 clusters Score -1.101865e+08 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 46843 members 
Mstep: Class 7 contains 12258 members 
Mstep: Class 8 contains 13654 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 18428 members 
Mstep: Class 14 contains 28636 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 46623 members 
Mstep: Class 19 contains 10673 members 
Mstep: Class 20 contains 13754 members 
Mstep: Class 21 contains 27160 members 
Mstep: Class 22 contains 41323 members 
Mstep: Class 23 contains 40375 members 
Mstep: Class 24 contains 20597 members 
Mstep: Class 25 contains 47321 members 
Mstep: Class 26 contains 11213 members 
Mstep: Class 27 contains 38259 members 
Mstep: Class 28 contains 30697 members 
Mstep: Class 29 contains 34762 members 
Mstep: Class 30 contains 36339 members 
Mstep: Class 31 contains 36474 members 
Mstep: Class 32 contains 29500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188008.000000 Penalty: 105620.539062
Iteration 363Q: 33 clusters Score -1.10188e+08 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 46268 members 
Mstep: Class 7 contains 11993 members 
Mstep: Class 8 contains 13729 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 17968 members 
Mstep: Class 14 contains 28566 members 
Mstep: Class 15 contains 1854 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 45787 members 
Mstep: Class 19 contains 10121 members 
Mstep: Class 20 contains 13505 members 
Mstep: Class 21 contains 27994 members 
Mstep: Class 22 contains 43505 members 
Mstep: Class 23 contains 40334 members 
Mstep: Class 24 contains 20920 members 
Mstep: Class 25 contains 46092 members 
Mstep: Class 26 contains 11280 members 
Mstep: Class 27 contains 38670 members 
Mstep: Class 28 contains 30620 members 
Mstep: Class 29 contains 34668 members 
Mstep: Class 30 contains 36757 members 
Mstep: Class 31 contains 36569 members 
Mstep: Class 32 contains 29662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188856.000000 Penalty: 105620.539062
Iteration 364Q: 33 clusters Score -1.101889e+08 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 45855 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 13835 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5275 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 17545 members 
Mstep: Class 14 contains 28503 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 45033 members 
Mstep: Class 19 contains 9650 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 28892 members 
Mstep: Class 22 contains 45768 members 
Mstep: Class 23 contains 40335 members 
Mstep: Class 24 contains 21169 members 
Mstep: Class 25 contains 44903 members 
Mstep: Class 26 contains 11292 members 
Mstep: Class 27 contains 38987 members 
Mstep: Class 28 contains 30235 members 
Mstep: Class 29 contains 34496 members 
Mstep: Class 30 contains 37165 members 
Mstep: Class 31 contains 36584 members 
Mstep: Class 32 contains 29960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190408.000000 Penalty: 105620.539062
Iteration 365Q: 33 clusters Score -1.101904e+08 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 45547 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 13939 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5239 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 17115 members 
Mstep: Class 14 contains 28448 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 44307 members 
Mstep: Class 19 contains 9218 members 
Mstep: Class 20 contains 13045 members 
Mstep: Class 21 contains 29934 members 
Mstep: Class 22 contains 47798 members 
Mstep: Class 23 contains 40347 members 
Mstep: Class 24 contains 21411 members 
Mstep: Class 25 contains 43631 members 
Mstep: Class 26 contains 11273 members 
Mstep: Class 27 contains 39270 members 
Mstep: Class 28 contains 29870 members 
Mstep: Class 29 contains 34246 members 
Mstep: Class 30 contains 37543 members 
Mstep: Class 31 contains 36658 members 
Mstep: Class 32 contains 30313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190472.000000 Penalty: 105620.539062
Iteration 366Q: 33 clusters Score -1.101905e+08 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 45313 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 14039 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5189 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 16651 members 
Mstep: Class 14 contains 28397 members 
Mstep: Class 15 contains 1618 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 43647 members 
Mstep: Class 19 contains 8904 members 
Mstep: Class 20 contains 12866 members 
Mstep: Class 21 contains 31230 members 
Mstep: Class 22 contains 50043 members 
Mstep: Class 23 contains 40410 members 
Mstep: Class 24 contains 21621 members 
Mstep: Class 25 contains 41873 members 
Mstep: Class 26 contains 11290 members 
Mstep: Class 27 contains 39475 members 
Mstep: Class 28 contains 29269 members 
Mstep: Class 29 contains 33919 members 
Mstep: Class 30 contains 37839 members 
Mstep: Class 31 contains 36753 members 
Mstep: Class 32 contains 30745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189576.000000 Penalty: 105620.539062
Iteration 367Q: 33 clusters Score -1.101896e+08 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 45219 members 
Mstep: Class 7 contains 10890 members 
Mstep: Class 8 contains 14124 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 16207 members 
Mstep: Class 14 contains 28381 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 43060 members 
Mstep: Class 19 contains 8652 members 
Mstep: Class 20 contains 12709 members 
Mstep: Class 21 contains 32617 members 
Mstep: Class 22 contains 51792 members 
Mstep: Class 23 contains 40474 members 
Mstep: Class 24 contains 21817 members 
Mstep: Class 25 contains 40509 members 
Mstep: Class 26 contains 11316 members 
Mstep: Class 27 contains 39656 members 
Mstep: Class 28 contains 28585 members 
Mstep: Class 29 contains 33505 members 
Mstep: Class 30 contains 38109 members 
Mstep: Class 31 contains 36656 members 
Mstep: Class 32 contains 31202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188424.000000 Penalty: 105620.539062
Iteration 368Q: 33 clusters Score -1.101884e+08 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 45227 members 
Mstep: Class 7 contains 10714 members 
Mstep: Class 8 contains 14188 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 15798 members 
Mstep: Class 14 contains 28358 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 42569 members 
Mstep: Class 19 contains 8411 members 
Mstep: Class 20 contains 12607 members 
Mstep: Class 21 contains 33900 members 
Mstep: Class 22 contains 52857 members 
Mstep: Class 23 contains 40477 members 
Mstep: Class 24 contains 22037 members 
Mstep: Class 25 contains 39703 members 
Mstep: Class 26 contains 11368 members 
Mstep: Class 27 contains 39776 members 
Mstep: Class 28 contains 28013 members 
Mstep: Class 29 contains 33223 members 
Mstep: Class 30 contains 38229 members 
Mstep: Class 31 contains 36405 members 
Mstep: Class 32 contains 31710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188208.000000 Penalty: 105620.539062
Iteration 369Q: 33 clusters Score -1.101882e+08 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2636 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 45252 members 
Mstep: Class 7 contains 10536 members 
Mstep: Class 8 contains 14226 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5074 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 15422 members 
Mstep: Class 14 contains 28326 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 42086 members 
Mstep: Class 19 contains 8148 members 
Mstep: Class 20 contains 12501 members 
Mstep: Class 21 contains 35282 members 
Mstep: Class 22 contains 53115 members 
Mstep: Class 23 contains 40457 members 
Mstep: Class 24 contains 22273 members 
Mstep: Class 25 contains 39484 members 
Mstep: Class 26 contains 11433 members 
Mstep: Class 27 contains 39790 members 
Mstep: Class 28 contains 27513 members 
Mstep: Class 29 contains 32861 members 
Mstep: Class 30 contains 38393 members 
Mstep: Class 31 contains 36339 members 
Mstep: Class 32 contains 32203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188064.000000 Penalty: 105620.539062
Iteration 370Q: 33 clusters Score -1.101881e+08 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 45250 members 
Mstep: Class 7 contains 10349 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 2378 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 15048 members 
Mstep: Class 14 contains 28318 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 41643 members 
Mstep: Class 19 contains 7928 members 
Mstep: Class 20 contains 12408 members 
Mstep: Class 21 contains 36734 members 
Mstep: Class 22 contains 52805 members 
Mstep: Class 23 contains 40406 members 
Mstep: Class 24 contains 22542 members 
Mstep: Class 25 contains 39530 members 
Mstep: Class 26 contains 11478 members 
Mstep: Class 27 contains 39933 members 
Mstep: Class 28 contains 27030 members 
Mstep: Class 29 contains 32389 members 
Mstep: Class 30 contains 38491 members 
Mstep: Class 31 contains 36405 members 
Mstep: Class 32 contains 32750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3265.890625 but Gain 3300.640625
Score: -110188624.000000 Penalty: 102319.898438
Iteration 371Q: 32 clusters Score -1.101886e+08 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 45269 members 
Mstep: Class 7 contains 10162 members 
Mstep: Class 8 contains 14336 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 2378 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 14686 members 
Mstep: Class 14 contains 28299 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 42540 members 
Mstep: Class 19 contains 7729 members 
Mstep: Class 20 contains 12294 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 51896 members 
Mstep: Class 23 contains 40344 members 
Mstep: Class 24 contains 22764 members 
Mstep: Class 25 contains 39723 members 
Mstep: Class 26 contains 11549 members 
Mstep: Class 27 contains 40042 members 
Mstep: Class 28 contains 26599 members 
Mstep: Class 29 contains 31905 members 
Mstep: Class 30 contains 38626 members 
Mstep: Class 31 contains 36730 members 
Mstep: Class 32 contains 33287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191440.000000 Penalty: 102319.898438
Iteration 372Q: 32 clusters Score -1.101914e+08 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 45279 members 
Mstep: Class 7 contains 9981 members 
Mstep: Class 8 contains 14389 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 14317 members 
Mstep: Class 14 contains 28268 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 42001 members 
Mstep: Class 19 contains 7515 members 
Mstep: Class 20 contains 12205 members 
Mstep: Class 21 contains 39991 members 
Mstep: Class 22 contains 50742 members 
Mstep: Class 23 contains 40250 members 
Mstep: Class 24 contains 22985 members 
Mstep: Class 25 contains 39912 members 
Mstep: Class 26 contains 11621 members 
Mstep: Class 27 contains 40122 members 
Mstep: Class 28 contains 26185 members 
Mstep: Class 29 contains 31395 members 
Mstep: Class 30 contains 38898 members 
Mstep: Class 31 contains 37288 members 
Mstep: Class 32 contains 33848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192936.000000 Penalty: 102319.898438
Iteration 373Q: 32 clusters Score -1.101929e+08 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 45298 members 
Mstep: Class 7 contains 9788 members 
Mstep: Class 8 contains 14430 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 13981 members 
Mstep: Class 14 contains 28225 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 41465 members 
Mstep: Class 19 contains 7318 members 
Mstep: Class 20 contains 12115 members 
Mstep: Class 21 contains 41737 members 
Mstep: Class 22 contains 49146 members 
Mstep: Class 23 contains 40087 members 
Mstep: Class 24 contains 23231 members 
Mstep: Class 25 contains 40198 members 
Mstep: Class 26 contains 11684 members 
Mstep: Class 27 contains 40293 members 
Mstep: Class 28 contains 25740 members 
Mstep: Class 29 contains 30910 members 
Mstep: Class 30 contains 39049 members 
Mstep: Class 31 contains 38118 members 
Mstep: Class 32 contains 34397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194520.000000 Penalty: 102319.898438
Iteration 374Q: 32 clusters Score -1.101945e+08 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 45335 members 
Mstep: Class 7 contains 9579 members 
Mstep: Class 8 contains 14425 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 2378 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 13592 members 
Mstep: Class 14 contains 28170 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 40935 members 
Mstep: Class 19 contains 7120 members 
Mstep: Class 20 contains 12027 members 
Mstep: Class 21 contains 43488 members 
Mstep: Class 22 contains 47346 members 
Mstep: Class 23 contains 39972 members 
Mstep: Class 24 contains 23478 members 
Mstep: Class 25 contains 40504 members 
Mstep: Class 26 contains 11704 members 
Mstep: Class 27 contains 40458 members 
Mstep: Class 28 contains 25265 members 
Mstep: Class 29 contains 30338 members 
Mstep: Class 30 contains 39347 members 
Mstep: Class 31 contains 39167 members 
Mstep: Class 32 contains 34980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110196720.000000 Penalty: 102319.898438
Iteration 375Q: 32 clusters Score -1.101967e+08 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 9379 members 
Mstep: Class 8 contains 14395 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 13201 members 
Mstep: Class 14 contains 28123 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 40420 members 
Mstep: Class 19 contains 6921 members 
Mstep: Class 20 contains 11917 members 
Mstep: Class 21 contains 44653 members 
Mstep: Class 22 contains 46023 members 
Mstep: Class 23 contains 39912 members 
Mstep: Class 24 contains 23608 members 
Mstep: Class 25 contains 41042 members 
Mstep: Class 26 contains 11705 members 
Mstep: Class 27 contains 40751 members 
Mstep: Class 28 contains 24685 members 
Mstep: Class 29 contains 29843 members 
Mstep: Class 30 contains 39613 members 
Mstep: Class 31 contains 40236 members 
Mstep: Class 32 contains 35415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110197712.000000 Penalty: 102319.898438
Iteration 376Q: 32 clusters Score -1.101977e+08 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 45515 members 
Mstep: Class 7 contains 9196 members 
Mstep: Class 8 contains 14397 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 12814 members 
Mstep: Class 14 contains 28056 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 39891 members 
Mstep: Class 19 contains 6717 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 45085 members 
Mstep: Class 22 contains 45259 members 
Mstep: Class 23 contains 39838 members 
Mstep: Class 24 contains 23776 members 
Mstep: Class 25 contains 41761 members 
Mstep: Class 26 contains 11630 members 
Mstep: Class 27 contains 41231 members 
Mstep: Class 28 contains 23983 members 
Mstep: Class 29 contains 29306 members 
Mstep: Class 30 contains 39900 members 
Mstep: Class 31 contains 41262 members 
Mstep: Class 32 contains 35822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110198280.000000 Penalty: 102319.898438
Iteration 377Q: 32 clusters Score -1.101983e+08 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 45592 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 14369 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 2373 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 12453 members 
Mstep: Class 14 contains 27998 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 39348 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 11709 members 
Mstep: Class 21 contains 44843 members 
Mstep: Class 22 contains 45079 members 
Mstep: Class 23 contains 39760 members 
Mstep: Class 24 contains 23956 members 
Mstep: Class 25 contains 42796 members 
Mstep: Class 26 contains 11553 members 
Mstep: Class 27 contains 41527 members 
Mstep: Class 28 contains 23186 members 
Mstep: Class 29 contains 28629 members 
Mstep: Class 30 contains 40376 members 
Mstep: Class 31 contains 42386 members 
Mstep: Class 32 contains 36179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110198640.000000 Penalty: 102319.898438
Iteration 378Q: 32 clusters Score -1.101986e+08 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 45682 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 14370 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 12098 members 
Mstep: Class 14 contains 27951 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 38885 members 
Mstep: Class 19 contains 6364 members 
Mstep: Class 20 contains 11605 members 
Mstep: Class 21 contains 44112 members 
Mstep: Class 22 contains 45150 members 
Mstep: Class 23 contains 39635 members 
Mstep: Class 24 contains 24142 members 
Mstep: Class 25 contains 43957 members 
Mstep: Class 26 contains 11566 members 
Mstep: Class 27 contains 41961 members 
Mstep: Class 28 contains 22278 members 
Mstep: Class 29 contains 27994 members 
Mstep: Class 30 contains 40642 members 
Mstep: Class 31 contains 43526 members 
Mstep: Class 32 contains 36548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110198600.000000 Penalty: 102319.898438
Iteration 379Q: 32 clusters Score -1.101986e+08 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 45790 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 14313 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 11786 members 
Mstep: Class 14 contains 27915 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 38435 members 
Mstep: Class 19 contains 6244 members 
Mstep: Class 20 contains 11534 members 
Mstep: Class 21 contains 43113 members 
Mstep: Class 22 contains 45269 members 
Mstep: Class 23 contains 39515 members 
Mstep: Class 24 contains 24347 members 
Mstep: Class 25 contains 45282 members 
Mstep: Class 26 contains 11537 members 
Mstep: Class 27 contains 42558 members 
Mstep: Class 28 contains 21302 members 
Mstep: Class 29 contains 27315 members 
Mstep: Class 30 contains 40875 members 
Mstep: Class 31 contains 44724 members 
Mstep: Class 32 contains 36817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200736.000000 Penalty: 102319.898438
Iteration 380F: 32 clusters Score -1.102007e+08 nChanged 12326
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 45767 members 
Mstep: Class 7 contains 8429 members 
Mstep: Class 8 contains 14286 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 11486 members 
Mstep: Class 14 contains 27874 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 37917 members 
Mstep: Class 19 contains 6087 members 
Mstep: Class 20 contains 11436 members 
Mstep: Class 21 contains 44338 members 
Mstep: Class 22 contains 46245 members 
Mstep: Class 23 contains 39413 members 
Mstep: Class 24 contains 24497 members 
Mstep: Class 25 contains 43649 members 
Mstep: Class 26 contains 11520 members 
Mstep: Class 27 contains 43325 members 
Mstep: Class 28 contains 20413 members 
Mstep: Class 29 contains 26658 members 
Mstep: Class 30 contains 41014 members 
Mstep: Class 31 contains 45810 members 
Mstep: Class 32 contains 37149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200416.000000 Penalty: 102319.898438
Iteration 381Q: 32 clusters Score -1.102004e+08 nChanged 14807
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2642 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 45751 members 
Mstep: Class 7 contains 8244 members 
Mstep: Class 8 contains 14290 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 2369 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 27857 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 37361 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 11334 members 
Mstep: Class 21 contains 45646 members 
Mstep: Class 22 contains 47084 members 
Mstep: Class 23 contains 39278 members 
Mstep: Class 24 contains 24712 members 
Mstep: Class 25 contains 41472 members 
Mstep: Class 26 contains 11536 members 
Mstep: Class 27 contains 44580 members 
Mstep: Class 28 contains 19646 members 
Mstep: Class 29 contains 26064 members 
Mstep: Class 30 contains 40696 members 
Mstep: Class 31 contains 47112 members 
Mstep: Class 32 contains 37530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200032.000000 Penalty: 102319.898438
Iteration 382Q: 32 clusters Score -1.102e+08 nChanged 17490
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 45703 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 14316 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4844 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 10855 members 
Mstep: Class 14 contains 27840 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 36755 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 11282 members 
Mstep: Class 21 contains 46378 members 
Mstep: Class 22 contains 47259 members 
Mstep: Class 23 contains 39151 members 
Mstep: Class 24 contains 24880 members 
Mstep: Class 25 contains 39289 members 
Mstep: Class 26 contains 11530 members 
Mstep: Class 27 contains 46531 members 
Mstep: Class 28 contains 18922 members 
Mstep: Class 29 contains 25503 members 
Mstep: Class 30 contains 40378 members 
Mstep: Class 31 contains 49134 members 
Mstep: Class 32 contains 37701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110199072.000000 Penalty: 102319.898438
Iteration 383Q: 32 clusters Score -1.101991e+08 nChanged 19183
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 45621 members 
Mstep: Class 7 contains 7973 members 
Mstep: Class 8 contains 14333 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4825 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 10553 members 
Mstep: Class 14 contains 27839 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 36147 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 11217 members 
Mstep: Class 21 contains 46359 members 
Mstep: Class 22 contains 46787 members 
Mstep: Class 23 contains 39024 members 
Mstep: Class 24 contains 25036 members 
Mstep: Class 25 contains 37205 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 49015 members 
Mstep: Class 28 contains 18424 members 
Mstep: Class 29 contains 25001 members 
Mstep: Class 30 contains 39868 members 
Mstep: Class 31 contains 51122 members 
Mstep: Class 32 contains 38509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110197440.000000 Penalty: 102319.898438
Iteration 384Q: 32 clusters Score -1.101974e+08 nChanged 19197
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45555 members 
Mstep: Class 7 contains 7859 members 
Mstep: Class 8 contains 14321 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 10261 members 
Mstep: Class 14 contains 27816 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 35624 members 
Mstep: Class 19 contains 5712 members 
Mstep: Class 20 contains 11128 members 
Mstep: Class 21 contains 46818 members 
Mstep: Class 22 contains 45721 members 
Mstep: Class 23 contains 38986 members 
Mstep: Class 24 contains 25110 members 
Mstep: Class 25 contains 35386 members 
Mstep: Class 26 contains 11534 members 
Mstep: Class 27 contains 51918 members 
Mstep: Class 28 contains 18340 members 
Mstep: Class 29 contains 24567 members 
Mstep: Class 30 contains 39360 members 
Mstep: Class 31 contains 51103 members 
Mstep: Class 32 contains 40261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110195936.000000 Penalty: 102319.898438
Iteration 385Q: 32 clusters Score -1.101959e+08 nChanged 16483
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 45609 members 
Mstep: Class 7 contains 7746 members 
Mstep: Class 8 contains 14321 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4791 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 10012 members 
Mstep: Class 14 contains 27780 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 35152 members 
Mstep: Class 19 contains 5672 members 
Mstep: Class 20 contains 11086 members 
Mstep: Class 21 contains 47083 members 
Mstep: Class 22 contains 44308 members 
Mstep: Class 23 contains 38940 members 
Mstep: Class 24 contains 25205 members 
Mstep: Class 25 contains 33942 members 
Mstep: Class 26 contains 11562 members 
Mstep: Class 27 contains 54133 members 
Mstep: Class 28 contains 18368 members 
Mstep: Class 29 contains 24179 members 
Mstep: Class 30 contains 38588 members 
Mstep: Class 31 contains 52074 members 
Mstep: Class 32 contains 41643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194384.000000 Penalty: 102319.898438
Iteration 386Q: 32 clusters Score -1.101944e+08 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 45701 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 14307 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 9748 members 
Mstep: Class 14 contains 27755 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34772 members 
Mstep: Class 19 contains 5619 members 
Mstep: Class 20 contains 11059 members 
Mstep: Class 21 contains 47104 members 
Mstep: Class 22 contains 42788 members 
Mstep: Class 23 contains 38890 members 
Mstep: Class 24 contains 25272 members 
Mstep: Class 25 contains 33011 members 
Mstep: Class 26 contains 11640 members 
Mstep: Class 27 contains 56287 members 
Mstep: Class 28 contains 18543 members 
Mstep: Class 29 contains 24002 members 
Mstep: Class 30 contains 37450 members 
Mstep: Class 31 contains 52623 members 
Mstep: Class 32 contains 43209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192120.000000 Penalty: 102319.898438
Iteration 387Q: 32 clusters Score -1.101921e+08 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2642 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 45907 members 
Mstep: Class 7 contains 7567 members 
Mstep: Class 8 contains 14252 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4762 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 9488 members 
Mstep: Class 14 contains 27732 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34493 members 
Mstep: Class 19 contains 5583 members 
Mstep: Class 20 contains 11049 members 
Mstep: Class 21 contains 47179 members 
Mstep: Class 22 contains 41364 members 
Mstep: Class 23 contains 38846 members 
Mstep: Class 24 contains 25354 members 
Mstep: Class 25 contains 32175 members 
Mstep: Class 26 contains 11709 members 
Mstep: Class 27 contains 58327 members 
Mstep: Class 28 contains 18791 members 
Mstep: Class 29 contains 23995 members 
Mstep: Class 30 contains 36034 members 
Mstep: Class 31 contains 52630 members 
Mstep: Class 32 contains 44963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189216.000000 Penalty: 102319.898438
Iteration 388Q: 32 clusters Score -1.101892e+08 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46107 members 
Mstep: Class 7 contains 7500 members 
Mstep: Class 8 contains 14181 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 9254 members 
Mstep: Class 14 contains 27726 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34317 members 
Mstep: Class 19 contains 5539 members 
Mstep: Class 20 contains 11048 members 
Mstep: Class 21 contains 46896 members 
Mstep: Class 22 contains 40734 members 
Mstep: Class 23 contains 38811 members 
Mstep: Class 24 contains 25447 members 
Mstep: Class 25 contains 31216 members 
Mstep: Class 26 contains 11735 members 
Mstep: Class 27 contains 60023 members 
Mstep: Class 28 contains 18998 members 
Mstep: Class 29 contains 24214 members 
Mstep: Class 30 contains 34550 members 
Mstep: Class 31 contains 52661 members 
Mstep: Class 32 contains 46502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187904.000000 Penalty: 102319.898438
Iteration 389Q: 32 clusters Score -1.101879e+08 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46296 members 
Mstep: Class 7 contains 7433 members 
Mstep: Class 8 contains 14148 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4735 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 9042 members 
Mstep: Class 14 contains 27717 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34211 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 11039 members 
Mstep: Class 21 contains 46548 members 
Mstep: Class 22 contains 40411 members 
Mstep: Class 23 contains 38759 members 
Mstep: Class 24 contains 25487 members 
Mstep: Class 25 contains 30292 members 
Mstep: Class 26 contains 11754 members 
Mstep: Class 27 contains 60276 members 
Mstep: Class 28 contains 19189 members 
Mstep: Class 29 contains 24439 members 
Mstep: Class 30 contains 33970 members 
Mstep: Class 31 contains 53143 members 
Mstep: Class 32 contains 47807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186336.000000 Penalty: 102319.898438
Iteration 390Q: 32 clusters Score -1.101863e+08 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46477 members 
Mstep: Class 7 contains 7372 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 8851 members 
Mstep: Class 14 contains 27709 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34102 members 
Mstep: Class 19 contains 5500 members 
Mstep: Class 20 contains 11018 members 
Mstep: Class 21 contains 45959 members 
Mstep: Class 22 contains 40491 members 
Mstep: Class 23 contains 38741 members 
Mstep: Class 24 contains 25502 members 
Mstep: Class 25 contains 29388 members 
Mstep: Class 26 contains 11762 members 
Mstep: Class 27 contains 59841 members 
Mstep: Class 28 contains 19361 members 
Mstep: Class 29 contains 24694 members 
Mstep: Class 30 contains 34158 members 
Mstep: Class 31 contains 53418 members 
Mstep: Class 32 contains 49041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186072.000000 Penalty: 102319.898438
Iteration 391Q: 32 clusters Score -1.101861e+08 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2615 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46629 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 14070 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 8675 members 
Mstep: Class 14 contains 27700 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33960 members 
Mstep: Class 19 contains 5501 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 45326 members 
Mstep: Class 22 contains 40963 members 
Mstep: Class 23 contains 38723 members 
Mstep: Class 24 contains 25516 members 
Mstep: Class 25 contains 28450 members 
Mstep: Class 26 contains 11721 members 
Mstep: Class 27 contains 58954 members 
Mstep: Class 28 contains 19566 members 
Mstep: Class 29 contains 24875 members 
Mstep: Class 30 contains 34702 members 
Mstep: Class 31 contains 53227 members 
Mstep: Class 32 contains 50654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185888.000000 Penalty: 102319.898438
Iteration 392Q: 32 clusters Score -1.101859e+08 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46753 members 
Mstep: Class 7 contains 7215 members 
Mstep: Class 8 contains 14028 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4702 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 8515 members 
Mstep: Class 14 contains 27712 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33876 members 
Mstep: Class 19 contains 5498 members 
Mstep: Class 20 contains 10969 members 
Mstep: Class 21 contains 44709 members 
Mstep: Class 22 contains 41584 members 
Mstep: Class 23 contains 38685 members 
Mstep: Class 24 contains 25583 members 
Mstep: Class 25 contains 27564 members 
Mstep: Class 26 contains 11667 members 
Mstep: Class 27 contains 58334 members 
Mstep: Class 28 contains 19710 members 
Mstep: Class 29 contains 24884 members 
Mstep: Class 30 contains 35279 members 
Mstep: Class 31 contains 52856 members 
Mstep: Class 32 contains 52106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184672.000000 Penalty: 102319.898438
Iteration 393Q: 32 clusters Score -1.101847e+08 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 7125 members 
Mstep: Class 8 contains 13972 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 27719 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33792 members 
Mstep: Class 19 contains 5477 members 
Mstep: Class 20 contains 10954 members 
Mstep: Class 21 contains 44149 members 
Mstep: Class 22 contains 42229 members 
Mstep: Class 23 contains 38636 members 
Mstep: Class 24 contains 25678 members 
Mstep: Class 25 contains 26714 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 57912 members 
Mstep: Class 28 contains 19961 members 
Mstep: Class 29 contains 24879 members 
Mstep: Class 30 contains 35705 members 
Mstep: Class 31 contains 52333 members 
Mstep: Class 32 contains 53499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183904.000000 Penalty: 102319.898438
Iteration 394Q: 32 clusters Score -1.101839e+08 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46978 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 13933 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4680 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 8205 members 
Mstep: Class 14 contains 27727 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33744 members 
Mstep: Class 19 contains 5464 members 
Mstep: Class 20 contains 10941 members 
Mstep: Class 21 contains 43538 members 
Mstep: Class 22 contains 42658 members 
Mstep: Class 23 contains 38599 members 
Mstep: Class 24 contains 25717 members 
Mstep: Class 25 contains 26062 members 
Mstep: Class 26 contains 11513 members 
Mstep: Class 27 contains 57291 members 
Mstep: Class 28 contains 20258 members 
Mstep: Class 29 contains 24897 members 
Mstep: Class 30 contains 36354 members 
Mstep: Class 31 contains 51774 members 
Mstep: Class 32 contains 54871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183680.000000 Penalty: 102319.898438
Iteration 395Q: 32 clusters Score -1.101837e+08 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47076 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 13881 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4671 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 8034 members 
Mstep: Class 14 contains 27740 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33677 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 42982 members 
Mstep: Class 22 contains 43079 members 
Mstep: Class 23 contains 38577 members 
Mstep: Class 24 contains 25721 members 
Mstep: Class 25 contains 25576 members 
Mstep: Class 26 contains 11461 members 
Mstep: Class 27 contains 56233 members 
Mstep: Class 28 contains 20532 members 
Mstep: Class 29 contains 24831 members 
Mstep: Class 30 contains 37294 members 
Mstep: Class 31 contains 51080 members 
Mstep: Class 32 contains 56447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182464.000000 Penalty: 102319.898438
Iteration 396Q: 32 clusters Score -1.101825e+08 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47200 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 13809 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 7897 members 
Mstep: Class 14 contains 27748 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33601 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 10882 members 
Mstep: Class 21 contains 42575 members 
Mstep: Class 22 contains 43454 members 
Mstep: Class 23 contains 38556 members 
Mstep: Class 24 contains 25754 members 
Mstep: Class 25 contains 25161 members 
Mstep: Class 26 contains 11417 members 
Mstep: Class 27 contains 55227 members 
Mstep: Class 28 contains 20799 members 
Mstep: Class 29 contains 24657 members 
Mstep: Class 30 contains 38080 members 
Mstep: Class 31 contains 50417 members 
Mstep: Class 32 contains 58012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181408.000000 Penalty: 102319.898438
Iteration 397Q: 32 clusters Score -1.101814e+08 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47317 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 13752 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 7764 members 
Mstep: Class 14 contains 27749 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33562 members 
Mstep: Class 19 contains 5467 members 
Mstep: Class 20 contains 10841 members 
Mstep: Class 21 contains 42273 members 
Mstep: Class 22 contains 43726 members 
Mstep: Class 23 contains 38555 members 
Mstep: Class 24 contains 25820 members 
Mstep: Class 25 contains 24839 members 
Mstep: Class 26 contains 11411 members 
Mstep: Class 27 contains 54274 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 24497 members 
Mstep: Class 30 contains 38974 members 
Mstep: Class 31 contains 49806 members 
Mstep: Class 32 contains 59143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180952.000000 Penalty: 102319.898438
Iteration 398Q: 32 clusters Score -1.10181e+08 nChanged 4939
Entering ConstructFrom: 
Score: -110180952.000000 Penalty: 102319.898438
Entering ConstructFrom: 
Trying to split cluster 1 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -89379.906250 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -89379.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87810.023438 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -87810.02 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88458.984375 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -88458.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88839.851562 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -88839.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89020.882812 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -89020.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89137.335938 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -89137.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89172.445312 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -89172.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89193.429688 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -89193.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89216.968750 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -89216.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -89289.703125 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -89289.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89344.710938 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -89344.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89398.460938 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -89398.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89424.531250 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -89424.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -89452.484375 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -89452.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89470.125000 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -89470.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89471.820312 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -89471.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89473.343750 Penalty: 3242.917236
	Iteration 15F: 3 clusters Score -89473.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89478.843750 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -89478.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89481.515625 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -89481.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89481.515625 Penalty: 3242.917236
	Iteration 18F: 3 clusters Score -89481.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47389 members 
Mstep: Class 7 contains 6708 members 
Mstep: Class 8 contains 13718 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 7643 members 
Mstep: Class 14 contains 27762 members 
Mstep: Class 15 contains 379 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33532 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 10814 members 
Mstep: Class 21 contains 42065 members 
Mstep: Class 22 contains 44016 members 
Mstep: Class 23 contains 38530 members 
Mstep: Class 24 contains 25896 members 
Mstep: Class 25 contains 24526 members 
Mstep: Class 26 contains 11397 members 
Mstep: Class 27 contains 53849 members 
Mstep: Class 28 contains 21235 members 
Mstep: Class 29 contains 24142 members 
Mstep: Class 30 contains 39648 members 
Mstep: Class 31 contains 49256 members 
Mstep: Class 32 contains 60010 members 
Entering Unmasked Estep 
Score: -110178624.000000 Penalty: 105620.539062
Splitting cluster 1 changes total score from -110180952.000000 to -110178624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50975.343750 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50975.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49646.585938 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -49646.59 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49993.417969 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49993.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50103.183594 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -50103.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50149.441406 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -50149.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50160.175781 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -50160.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50163.339844 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -50163.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50174.167969 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -50174.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50178.078125 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -50178.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50178.078125 Penalty: 3059.088379
	Iteration 8F: 3 clusters Score -50178.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -21301.232422 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -21301.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20204.291016 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -20204.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20411.464844 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -20411.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20494.474609 Penalty: 2782.298096
	Iteration 2F: 3 clusters Score -20494.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20520.541016 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -20520.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20534.603516 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -20534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20539.400391 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -20539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20545.523438 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -20545.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20550.230469 Penalty: 2782.298096
	Iteration 7Q: 3 clusters Score -20550.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20554.542969 Penalty: 2782.298096
	Iteration 8Q: 3 clusters Score -20554.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20554.542969 Penalty: 2782.298096
	Iteration 9F: 3 clusters Score -20554.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -485922.656250 Penalty: 1951.137085
	Iteration 0F: 2 clusters Score -485922.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -482897.968750 Penalty: 3902.274170
	Iteration 0F: 3 clusters Score -482898 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -483503.843750 Penalty: 3902.274170
	Iteration 1F: 3 clusters Score -483503.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -483621.093750 Penalty: 3902.274170
	Iteration 2F: 3 clusters Score -483621.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -483687.406250 Penalty: 3902.274170
	Iteration 3Q: 3 clusters Score -483687.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -483739.062500 Penalty: 3902.274170
	Iteration 4Q: 3 clusters Score -483739.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -483774.406250 Penalty: 3902.274170
	Iteration 5Q: 3 clusters Score -483774.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -483802.125000 Penalty: 3902.274170
	Iteration 6Q: 3 clusters Score -483802.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -483819.906250 Penalty: 3902.274170
	Iteration 7Q: 3 clusters Score -483819.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -483836.875000 Penalty: 3902.274170
	Iteration 8Q: 3 clusters Score -483836.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -483847.062500 Penalty: 3902.274170
	Iteration 9Q: 3 clusters Score -483847.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -483857.468750 Penalty: 3902.274170
	Iteration 10Q: 3 clusters Score -483857.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -483862.562500 Penalty: 3902.274170
	Iteration 11Q: 3 clusters Score -483862.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -483869.593750 Penalty: 3902.274170
	Iteration 12Q: 3 clusters Score -483869.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -483873.781250 Penalty: 3902.274170
	Iteration 13Q: 3 clusters Score -483873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -483879.218750 Penalty: 3902.274170
	Iteration 14Q: 3 clusters Score -483879.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -483885.937500 Penalty: 3902.274170
	Iteration 15Q: 3 clusters Score -483885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -483888.156250 Penalty: 3902.274170
	Iteration 16Q: 3 clusters Score -483888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -483887.843750 Penalty: 3902.274170
	Iteration 17Q: 3 clusters Score -483887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -483887.843750 Penalty: 3902.274170
	Iteration 18F: 3 clusters Score -483887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -80795.468750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -80795.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -79333.695312 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -79333.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -79572.992188 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -79572.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79705.250000 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -79705.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79797.710938 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -79797.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -79915.156250 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -79915.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80017.375000 Penalty: 3099.987793
	Iteration 5F: 3 clusters Score -80017.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80109.648438 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -80109.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80179.695312 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -80179.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80275.953125 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -80275.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80310.242188 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -80310.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80333.101562 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -80333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80352.953125 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -80352.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80366.593750 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -80366.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -80382.460938 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -80382.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -80382.460938 Penalty: 3099.987793
	Iteration 14F: 3 clusters Score -80382.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Entering Unmasked Estep 
Score: -8720443.000000 Penalty: 2670.004150
	Iteration 0F: 2 clusters Score -8720443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -8688467.000000 Penalty: 5340.008301
	Iteration 0F: 3 clusters Score -8688467 nChanged 21895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -8700541.000000 Penalty: 5340.008301
	Iteration 1F: 3 clusters Score -8700541 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -8701067.000000 Penalty: 5340.008301
	Iteration 2Q: 3 clusters Score -8701067 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8701578.000000 Penalty: 5340.008301
	Iteration 3Q: 3 clusters Score -8701578 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -8702030.000000 Penalty: 5340.008301
	Iteration 4Q: 3 clusters Score -8702030 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -8702588.000000 Penalty: 5340.008301
	Iteration 5Q: 3 clusters Score -8702588 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -8703230.000000 Penalty: 5340.008301
	Iteration 6Q: 3 clusters Score -8703230 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -8704171.000000 Penalty: 5340.008301
	Iteration 7Q: 3 clusters Score -8704171 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -8705564.000000 Penalty: 5340.008301
	Iteration 8Q: 3 clusters Score -8705564 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -8707396.000000 Penalty: 5340.008301
	Iteration 9F: 3 clusters Score -8707396 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -8709526.000000 Penalty: 5340.008301
	Iteration 10F: 3 clusters Score -8709526 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -8711382.000000 Penalty: 5340.008301
	Iteration 11F: 3 clusters Score -8711382 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -8712544.000000 Penalty: 5340.008301
	Iteration 12Q: 3 clusters Score -8712544 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -8713047.000000 Penalty: 5340.008301
	Iteration 13Q: 3 clusters Score -8713047 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -8713331.000000 Penalty: 5340.008301
	Iteration 14Q: 3 clusters Score -8713331 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -8713567.000000 Penalty: 5340.008301
	Iteration 15Q: 3 clusters Score -8713567 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -8713822.000000 Penalty: 5340.008301
	Iteration 16Q: 3 clusters Score -8713822 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -8714135.000000 Penalty: 5340.008301
	Iteration 17Q: 3 clusters Score -8714135 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -8714461.000000 Penalty: 5340.008301
	Iteration 18Q: 3 clusters Score -8714461 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -8714787.000000 Penalty: 5340.008301
	Iteration 19Q: 3 clusters Score -8714787 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -8715197.000000 Penalty: 5340.008301
	Iteration 20F: 3 clusters Score -8715197 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -8715482.000000 Penalty: 5340.008301
	Iteration 21Q: 3 clusters Score -8715482 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -8715795.000000 Penalty: 5340.008301
	Iteration 22Q: 3 clusters Score -8715795 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -8716048.000000 Penalty: 5340.008301
	Iteration 23Q: 3 clusters Score -8716048 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -8716241.000000 Penalty: 5340.008301
	Iteration 24Q: 3 clusters Score -8716241 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -8716348.000000 Penalty: 5340.008301
	Iteration 25Q: 3 clusters Score -8716348 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -8716504.000000 Penalty: 5340.008301
	Iteration 26Q: 3 clusters Score -8716504 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -8716612.000000 Penalty: 5340.008301
	Iteration 27Q: 3 clusters Score -8716612 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -8716695.000000 Penalty: 5340.008301
	Iteration 28Q: 3 clusters Score -8716695 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -8716787.000000 Penalty: 5340.008301
	Iteration 29Q: 3 clusters Score -8716787 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -8716850.000000 Penalty: 5340.008301
	Iteration 30Q: 3 clusters Score -8716850 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -8716919.000000 Penalty: 5340.008301
	Iteration 31Q: 3 clusters Score -8716919 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -8716998.000000 Penalty: 5340.008301
	Iteration 32Q: 3 clusters Score -8716998 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -8717090.000000 Penalty: 5340.008301
	Iteration 33Q: 3 clusters Score -8717090 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -8717120.000000 Penalty: 5340.008301
	Iteration 34Q: 3 clusters Score -8717120 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -8717163.000000 Penalty: 5340.008301
	Iteration 35Q: 3 clusters Score -8717163 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -8717224.000000 Penalty: 5340.008301
	Iteration 36Q: 3 clusters Score -8717224 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -8717288.000000 Penalty: 5340.008301
	Iteration 37Q: 3 clusters Score -8717288 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -8717307.000000 Penalty: 5340.008301
	Iteration 38Q: 3 clusters Score -8717307 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -8717347.000000 Penalty: 5340.008301
	Iteration 39Q: 3 clusters Score -8717347 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -8717403.000000 Penalty: 5340.008301
	Iteration 40F: 3 clusters Score -8717403 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -8717445.000000 Penalty: 5340.008301
	Iteration 41Q: 3 clusters Score -8717445 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -8717487.000000 Penalty: 5340.008301
	Iteration 42Q: 3 clusters Score -8717487 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -8717484.000000 Penalty: 5340.008301
	Iteration 43Q: 3 clusters Score -8717484 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -8717521.000000 Penalty: 5340.008301
	Iteration 44Q: 3 clusters Score -8717521 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -8717520.000000 Penalty: 5340.008301
	Iteration 45Q: 3 clusters Score -8717520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -8717551.000000 Penalty: 5340.008301
	Iteration 46Q: 3 clusters Score -8717551 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -8717543.000000 Penalty: 5340.008301
	Iteration 47Q: 3 clusters Score -8717543 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -8717567.000000 Penalty: 5340.008301
	Iteration 48Q: 3 clusters Score -8717567 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -8717592.000000 Penalty: 5340.008301
	Iteration 49Q: 3 clusters Score -8717592 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -8717617.000000 Penalty: 5340.008301
	Iteration 50Q: 3 clusters Score -8717617 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8717628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8717631 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -8717645.000000 Penalty: 5340.008301
	Iteration 53Q: 3 clusters Score -8717645 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -8717653.000000 Penalty: 5340.008301
	Iteration 54Q: 3 clusters Score -8717653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -8717679.000000 Penalty: 5340.008301
	Iteration 55Q: 3 clusters Score -8717679 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -8717697.000000 Penalty: 5340.008301
	Iteration 56Q: 3 clusters Score -8717697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -8717720.000000 Penalty: 5340.008301
	Iteration 57Q: 3 clusters Score -8717720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -8717709.000000 Penalty: 5340.008301
	Iteration 58Q: 3 clusters Score -8717709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -8717694.000000 Penalty: 5340.008301
	Iteration 59Q: 3 clusters Score -8717694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -8717714.000000 Penalty: 5340.008301
	Iteration 60F: 3 clusters Score -8717714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -8717708.000000 Penalty: 5340.008301
	Iteration 61Q: 3 clusters Score -8717708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -8717701.000000 Penalty: 5340.008301
	Iteration 62Q: 3 clusters Score -8717701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -8717698.000000 Penalty: 5340.008301
	Iteration 63Q: 3 clusters Score -8717698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -8717694.000000 Penalty: 5340.008301
	Iteration 64Q: 3 clusters Score -8717694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -8717707.000000 Penalty: 5340.008301
	Iteration 65Q: 3 clusters Score -8717707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -8717702.000000 Penalty: 5340.008301
	Iteration 66Q: 3 clusters Score -8717702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -8717713.000000 Penalty: 5340.008301
	Iteration 67Q: 3 clusters Score -8717713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -8717701.000000 Penalty: 5340.008301
	Iteration 68Q: 3 clusters Score -8717701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -8717708.000000 Penalty: 5340.008301
	Iteration 69Q: 3 clusters Score -8717708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -8717703.000000 Penalty: 5340.008301
	Iteration 70Q: 3 clusters Score -8717703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -8717707.000000 Penalty: 5340.008301
	Iteration 71Q: 3 clusters Score -8717707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -8717697.000000 Penalty: 5340.008301
	Iteration 72Q: 3 clusters Score -8717697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -8717711.000000 Penalty: 5340.008301
	Iteration 73Q: 3 clusters Score -8717711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -8717715.000000 Penalty: 5340.008301
	Iteration 74Q: 3 clusters Score -8717715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -8717733.000000 Penalty: 5340.008301
	Iteration 75Q: 3 clusters Score -8717733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -8717749.000000 Penalty: 5340.008301
	Iteration 76Q: 3 clusters Score -8717749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -8717747.000000 Penalty: 5340.008301
	Iteration 77Q: 3 clusters Score -8717747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -8717749.000000 Penalty: 5340.008301
	Iteration 78Q: 3 clusters Score -8717749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -8717757.000000 Penalty: 5340.008301
	Iteration 79Q: 3 clusters Score -8717757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -8717759.000000 Penalty: 5340.008301
	Iteration 80F: 3 clusters Score -8717759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -8717757.000000 Penalty: 5340.008301
	Iteration 81Q: 3 clusters Score -8717757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -8717760.000000 Penalty: 5340.008301
	Iteration 82Q: 3 clusters Score -8717760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -8717769.000000 Penalty: 5340.008301
	Iteration 83Q: 3 clusters Score -8717769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -8717777.000000 Penalty: 5340.008301
	Iteration 84Q: 3 clusters Score -8717777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -8717766.000000 Penalty: 5340.008301
	Iteration 85Q: 3 clusters Score -8717766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -8717755.000000 Penalty: 5340.008301
	Iteration 86Q: 3 clusters Score -8717755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -8717749.000000 Penalty: 5340.008301
	Iteration 87Q: 3 clusters Score -8717749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -8717748.000000 Penalty: 5340.008301
	Iteration 88Q: 3 clusters Score -8717748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -8717752.000000 Penalty: 5340.008301
	Iteration 89Q: 3 clusters Score -8717752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -8717747.000000 Penalty: 5340.008301
	Iteration 90Q: 3 clusters Score -8717747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -8717755.000000 Penalty: 5340.008301
	Iteration 91Q: 3 clusters Score -8717755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -8717749.000000 Penalty: 5340.008301
	Iteration 92Q: 3 clusters Score -8717749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -8717755.000000 Penalty: 5340.008301
	Iteration 93Q: 3 clusters Score -8717755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -8717749.000000 Penalty: 5340.008301
	Iteration 94Q: 3 clusters Score -8717749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -8717752.000000 Penalty: 5340.008301
	Iteration 95Q: 3 clusters Score -8717752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -8717764.000000 Penalty: 5340.008301
	Iteration 96Q: 3 clusters Score -8717764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -8717766.000000 Penalty: 5340.008301
	Iteration 97Q: 3 clusters Score -8717766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -8717773.000000 Penalty: 5340.008301
	Iteration 98Q: 3 clusters Score -8717773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -8717772.000000 Penalty: 5340.008301
	Iteration 99Q: 3 clusters Score -8717772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -8717772.000000 Penalty: 5340.008301
	Iteration 100F: 3 clusters Score -8717772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -8717768.000000 Penalty: 5340.008301
	Iteration 101Q: 3 clusters Score -8717768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -8717771.000000 Penalty: 5340.008301
	Iteration 102Q: 3 clusters Score -8717771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -8717768.000000 Penalty: 5340.008301
	Iteration 103Q: 3 clusters Score -8717768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -8717767.000000 Penalty: 5340.008301
	Iteration 104Q: 3 clusters Score -8717767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -8717767.000000 Penalty: 5340.008301
	Iteration 105Q: 3 clusters Score -8717767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -8717766.000000 Penalty: 5340.008301
	Iteration 106Q: 3 clusters Score -8717766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -8717765.000000 Penalty: 5340.008301
	Iteration 107Q: 3 clusters Score -8717765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -8717767.000000 Penalty: 5340.008301
	Iteration 108Q: 3 clusters Score -8717767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -8717776.000000 Penalty: 5340.008301
	Iteration 109Q: 3 clusters Score -8717776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -8717781.000000 Penalty: 5340.008301
	Iteration 110Q: 3 clusters Score -8717781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -8717787.000000 Penalty: 5340.008301
	Iteration 111Q: 3 clusters Score -8717787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -8717783.000000 Penalty: 5340.008301
	Iteration 112Q: 3 clusters Score -8717783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -8717785.000000 Penalty: 5340.008301
	Iteration 113Q: 3 clusters Score -8717785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -8717792.000000 Penalty: 5340.008301
	Iteration 114Q: 3 clusters Score -8717792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -8717793.000000 Penalty: 5340.008301
	Iteration 115Q: 3 clusters Score -8717793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -8717790.000000 Penalty: 5340.008301
	Iteration 116Q: 3 clusters Score -8717790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -8717794.000000 Penalty: 5340.008301
	Iteration 117Q: 3 clusters Score -8717794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -8717808.000000 Penalty: 5340.008301
	Iteration 118Q: 3 clusters Score -8717808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -8717810.000000 Penalty: 5340.008301
	Iteration 119Q: 3 clusters Score -8717810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -8717817.000000 Penalty: 5340.008301
	Iteration 120F: 3 clusters Score -8717817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -8717819.000000 Penalty: 5340.008301
	Iteration 121Q: 3 clusters Score -8717819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -8717819.000000 Penalty: 5340.008301
	Iteration 122Q: 3 clusters Score -8717819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -8717823.000000 Penalty: 5340.008301
	Iteration 123Q: 3 clusters Score -8717823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -8717814.000000 Penalty: 5340.008301
	Iteration 124Q: 3 clusters Score -8717814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -8717820.000000 Penalty: 5340.008301
	Iteration 125Q: 3 clusters Score -8717820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -8717824.000000 Penalty: 5340.008301
	Iteration 126Q: 3 clusters Score -8717824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -8717823.000000 Penalty: 5340.008301
	Iteration 127Q: 3 clusters Score -8717823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -8717826.000000 Penalty: 5340.008301
	Iteration 128Q: 3 clusters Score -8717826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -8717828.000000 Penalty: 5340.008301
	Iteration 129Q: 3 clusters Score -8717828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -8717821.000000 Penalty: 5340.008301
	Iteration 130Q: 3 clusters Score -8717821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -8717821.000000 Penalty: 5340.008301
	Iteration 131F: 3 clusters Score -8717821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6708 members 
Entering Unmasked Estep 
Score: -1252732.250000 Penalty: 2185.141846
	Iteration 0F: 2 clusters Score -1252732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1247152.000000 Penalty: 4370.283691
	Iteration 0F: 3 clusters Score -1247152 nChanged 2718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1248548.625000 Penalty: 4370.283691
	Iteration 1F: 3 clusters Score -1248549 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1248762.500000 Penalty: 4370.283691
	Iteration 2F: 3 clusters Score -1248762 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1248864 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1248937.375000 Penalty: 4370.283691
	Iteration 4Q: 3 clusters Score -1248937 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1248999.500000 Penalty: 4370.283691
	Iteration 5Q: 3 clusters Score -1249000 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1249044.000000 Penalty: 4370.283691
	Iteration 6Q: 3 clusters Score -1249044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1249077.750000 Penalty: 4370.283691
	Iteration 7Q: 3 clusters Score -1249078 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1249100.750000 Penalty: 4370.283691
	Iteration 8Q: 3 clusters Score -1249101 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1249116.750000 Penalty: 4370.283691
	Iteration 9Q: 3 clusters Score -1249117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1249136.375000 Penalty: 4370.283691
	Iteration 10Q: 3 clusters Score -1249136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1249152.250000 Penalty: 4370.283691
	Iteration 11Q: 3 clusters Score -1249152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1249167.375000 Penalty: 4370.283691
	Iteration 12Q: 3 clusters Score -1249167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1249177.375000 Penalty: 4370.283691
	Iteration 13Q: 3 clusters Score -1249177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1249188.000000 Penalty: 4370.283691
	Iteration 14Q: 3 clusters Score -1249188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1249197.750000 Penalty: 4370.283691
	Iteration 15Q: 3 clusters Score -1249198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1249205.000000 Penalty: 4370.283691
	Iteration 16Q: 3 clusters Score -1249205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1249212.500000 Penalty: 4370.283691
	Iteration 17Q: 3 clusters Score -1249212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1249220.875000 Penalty: 4370.283691
	Iteration 18Q: 3 clusters Score -1249221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1249226.750000 Penalty: 4370.283691
	Iteration 19Q: 3 clusters Score -1249227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1249231.500000 Penalty: 4370.283691
	Iteration 20F: 3 clusters Score -1249232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1249240.625000 Penalty: 4370.283691
	Iteration 21Q: 3 clusters Score -1249241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1249249.375000 Penalty: 4370.283691
	Iteration 22Q: 3 clusters Score -1249249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1249250.375000 Penalty: 4370.283691
	Iteration 23Q: 3 clusters Score -1249250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1249254.125000 Penalty: 4370.283691
	Iteration 24Q: 3 clusters Score -1249254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1249259.000000 Penalty: 4370.283691
	Iteration 25Q: 3 clusters Score -1249259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1249260.625000 Penalty: 4370.283691
	Iteration 26Q: 3 clusters Score -1249261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1249264.500000 Penalty: 4370.283691
	Iteration 27Q: 3 clusters Score -1249264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1249266.750000 Penalty: 4370.283691
	Iteration 28Q: 3 clusters Score -1249267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1249270.000000 Penalty: 4370.283691
	Iteration 29Q: 3 clusters Score -1249270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1249273.000000 Penalty: 4370.283691
	Iteration 30Q: 3 clusters Score -1249273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1249273.500000 Penalty: 4370.283691
	Iteration 31Q: 3 clusters Score -1249274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1249272.750000 Penalty: 4370.283691
	Iteration 32Q: 3 clusters Score -1249273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1249275.875000 Penalty: 4370.283691
	Iteration 33Q: 3 clusters Score -1249276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1249279.875000 Penalty: 4370.283691
	Iteration 34Q: 3 clusters Score -1249280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1249282.000000 Penalty: 4370.283691
	Iteration 35Q: 3 clusters Score -1249282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1249282.125000 Penalty: 4370.283691
	Iteration 36Q: 3 clusters Score -1249282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1249285.875000 Penalty: 4370.283691
	Iteration 37Q: 3 clusters Score -1249286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1249286.500000 Penalty: 4370.283691
	Iteration 38Q: 3 clusters Score -1249286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1249287.000000 Penalty: 4370.283691
	Iteration 39Q: 3 clusters Score -1249287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1249289.250000 Penalty: 4370.283691
	Iteration 40F: 3 clusters Score -1249289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1249291.250000 Penalty: 4370.283691
	Iteration 41Q: 3 clusters Score -1249291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1249291.375000 Penalty: 4370.283691
	Iteration 42Q: 3 clusters Score -1249291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1249292.250000 Penalty: 4370.283691
	Iteration 43Q: 3 clusters Score -1249292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1249293.875000 Penalty: 4370.283691
	Iteration 44Q: 3 clusters Score -1249294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1249292.750000 Penalty: 4370.283691
	Iteration 45Q: 3 clusters Score -1249293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1249298.625000 Penalty: 4370.283691
	Iteration 46Q: 3 clusters Score -1249299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1249299.875000 Penalty: 4370.283691
	Iteration 47Q: 3 clusters Score -1249300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1249304.250000 Penalty: 4370.283691
	Iteration 48Q: 3 clusters Score -1249304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1249309.125000 Penalty: 4370.283691
	Iteration 49Q: 3 clusters Score -1249309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1249311.500000 Penalty: 4370.283691
	Iteration 50Q: 3 clusters Score -1249312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1249314.250000 Penalty: 4370.283691
	Iteration 51Q: 3 clusters Score -1249314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1249316.375000 Penalty: 4370.283691
	Iteration 52Q: 3 clusters Score -1249316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1249321.250000 Penalty: 4370.283691
	Iteration 53Q: 3 clusters Score -1249321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1249323.500000 Penalty: 4370.283691
	Iteration 54Q: 3 clusters Score -1249324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1249329.500000 Penalty: 4370.283691
	Iteration 55Q: 3 clusters Score -1249330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1249332.000000 Penalty: 4370.283691
	Iteration 56Q: 3 clusters Score -1249332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1249333.500000 Penalty: 4370.283691
	Iteration 57Q: 3 clusters Score -1249334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1249336.125000 Penalty: 4370.283691
	Iteration 58Q: 3 clusters Score -1249336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1249335.125000 Penalty: 4370.283691
	Iteration 59Q: 3 clusters Score -1249335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1249336.625000 Penalty: 4370.283691
	Iteration 60F: 3 clusters Score -1249337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1249339.875000 Penalty: 4370.283691
	Iteration 61Q: 3 clusters Score -1249340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1249342.375000 Penalty: 4370.283691
	Iteration 62Q: 3 clusters Score -1249342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1249343.250000 Penalty: 4370.283691
	Iteration 63Q: 3 clusters Score -1249343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1249343.500000 Penalty: 4370.283691
	Iteration 64Q: 3 clusters Score -1249344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1249342.625000 Penalty: 4370.283691
	Iteration 65Q: 3 clusters Score -1249343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1249342.000000 Penalty: 4370.283691
	Iteration 66Q: 3 clusters Score -1249342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1249344.000000 Penalty: 4370.283691
	Iteration 67Q: 3 clusters Score -1249344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1249343.000000 Penalty: 4370.283691
	Iteration 68Q: 3 clusters Score -1249343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1249343.125000 Penalty: 4370.283691
	Iteration 69Q: 3 clusters Score -1249343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1249345.500000 Penalty: 4370.283691
	Iteration 70Q: 3 clusters Score -1249346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1249344.000000 Penalty: 4370.283691
	Iteration 71Q: 3 clusters Score -1249344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1249342.625000 Penalty: 4370.283691
	Iteration 72Q: 3 clusters Score -1249343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1249342.250000 Penalty: 4370.283691
	Iteration 73Q: 3 clusters Score -1249342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1249343.250000 Penalty: 4370.283691
	Iteration 74Q: 3 clusters Score -1249343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1249344.625000 Penalty: 4370.283691
	Iteration 75Q: 3 clusters Score -1249345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1249344.875000 Penalty: 4370.283691
	Iteration 76Q: 3 clusters Score -1249345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1249348.125000 Penalty: 4370.283691
	Iteration 77Q: 3 clusters Score -1249348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1249348.375000 Penalty: 4370.283691
	Iteration 78Q: 3 clusters Score -1249348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1249347.250000 Penalty: 4370.283691
	Iteration 79Q: 3 clusters Score -1249347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1249347.750000 Penalty: 4370.283691
	Iteration 80F: 3 clusters Score -1249348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1249350.375000 Penalty: 4370.283691
	Iteration 81Q: 3 clusters Score -1249350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1249348.125000 Penalty: 4370.283691
	Iteration 82Q: 3 clusters Score -1249348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1249347.125000 Penalty: 4370.283691
	Iteration 83Q: 3 clusters Score -1249347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1249352.875000 Penalty: 4370.283691
	Iteration 84Q: 3 clusters Score -1249353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1249356.625000 Penalty: 4370.283691
	Iteration 85Q: 3 clusters Score -1249357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1249356.750000 Penalty: 4370.283691
	Iteration 86Q: 3 clusters Score -1249357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1249360.750000 Penalty: 4370.283691
	Iteration 87Q: 3 clusters Score -1249361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1249364.375000 Penalty: 4370.283691
	Iteration 88Q: 3 clusters Score -1249364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1249367.750000 Penalty: 4370.283691
	Iteration 89Q: 3 clusters Score -1249368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1249366.750000 Penalty: 4370.283691
	Iteration 90Q: 3 clusters Score -1249367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1249367.500000 Penalty: 4370.283691
	Iteration 91Q: 3 clusters Score -1249368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1249371.125000 Penalty: 4370.283691
	Iteration 92Q: 3 clusters Score -1249371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1249369.500000 Penalty: 4370.283691
	Iteration 93Q: 3 clusters Score -1249370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1249370.625000 Penalty: 4370.283691
	Iteration 94Q: 3 clusters Score -1249371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1249374.500000 Penalty: 4370.283691
	Iteration 95Q: 3 clusters Score -1249374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1249378.125000 Penalty: 4370.283691
	Iteration 96Q: 3 clusters Score -1249378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1249378.250000 Penalty: 4370.283691
	Iteration 97Q: 3 clusters Score -1249378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1249384.375000 Penalty: 4370.283691
	Iteration 98Q: 3 clusters Score -1249384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1249387.375000 Penalty: 4370.283691
	Iteration 99Q: 3 clusters Score -1249387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1249393.625000 Penalty: 4370.283691
	Iteration 100F: 3 clusters Score -1249394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1249394.250000 Penalty: 4370.283691
	Iteration 101Q: 3 clusters Score -1249394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1249399.250000 Penalty: 4370.283691
	Iteration 102Q: 3 clusters Score -1249399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1249403.125000 Penalty: 4370.283691
	Iteration 103Q: 3 clusters Score -1249403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1249406.750000 Penalty: 4370.283691
	Iteration 104Q: 3 clusters Score -1249407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1249406.375000 Penalty: 4370.283691
	Iteration 105Q: 3 clusters Score -1249406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1249411.625000 Penalty: 4370.283691
	Iteration 106Q: 3 clusters Score -1249412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1249416.375000 Penalty: 4370.283691
	Iteration 107Q: 3 clusters Score -1249416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1249418.375000 Penalty: 4370.283691
	Iteration 108Q: 3 clusters Score -1249418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1249420.250000 Penalty: 4370.283691
	Iteration 109Q: 3 clusters Score -1249420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1249423.250000 Penalty: 4370.283691
	Iteration 110Q: 3 clusters Score -1249423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1249422.500000 Penalty: 4370.283691
	Iteration 111Q: 3 clusters Score -1249422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1249427.125000 Penalty: 4370.283691
	Iteration 112Q: 3 clusters Score -1249427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1249428.000000 Penalty: 4370.283691
	Iteration 113Q: 3 clusters Score -1249428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1249429.625000 Penalty: 4370.283691
	Iteration 114Q: 3 clusters Score -1249430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1249433.250000 Penalty: 4370.283691
	Iteration 115Q: 3 clusters Score -1249433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1249431.875000 Penalty: 4370.283691
	Iteration 116Q: 3 clusters Score -1249432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1249437.500000 Penalty: 4370.283691
	Iteration 117Q: 3 clusters Score -1249438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1249442.625000 Penalty: 4370.283691
	Iteration 118Q: 3 clusters Score -1249443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1249448.375000 Penalty: 4370.283691
	Iteration 119Q: 3 clusters Score -1249448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1249452.875000 Penalty: 4370.283691
	Iteration 120F: 3 clusters Score -1249453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1249459.500000 Penalty: 4370.283691
	Iteration 121Q: 3 clusters Score -1249460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1249465.875000 Penalty: 4370.283691
	Iteration 122Q: 3 clusters Score -1249466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1249472.375000 Penalty: 4370.283691
	Iteration 123Q: 3 clusters Score -1249472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1249479.375000 Penalty: 4370.283691
	Iteration 124Q: 3 clusters Score -1249479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1249493.625000 Penalty: 4370.283691
	Iteration 125Q: 3 clusters Score -1249494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1249504.625000 Penalty: 4370.283691
	Iteration 126Q: 3 clusters Score -1249505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1249522.750000 Penalty: 4370.283691
	Iteration 127Q: 3 clusters Score -1249523 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1249547.625000 Penalty: 4370.283691
	Iteration 128Q: 3 clusters Score -1249548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1249579.375000 Penalty: 4370.283691
	Iteration 129Q: 3 clusters Score -1249579 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1249607.750000 Penalty: 4370.283691
	Iteration 130Q: 3 clusters Score -1249608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1249643.125000 Penalty: 4370.283691
	Iteration 131Q: 3 clusters Score -1249643 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1249690.875000 Penalty: 4370.283691
	Iteration 132Q: 3 clusters Score -1249691 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1249735.375000 Penalty: 4370.283691
	Iteration 133Q: 3 clusters Score -1249735 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1249793.750000 Penalty: 4370.283691
	Iteration 134Q: 3 clusters Score -1249794 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1249868.875000 Penalty: 4370.283691
	Iteration 135Q: 3 clusters Score -1249869 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1249950.750000 Penalty: 4370.283691
	Iteration 136Q: 3 clusters Score -1249951 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1250033.000000 Penalty: 4370.283691
	Iteration 137Q: 3 clusters Score -1250033 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1250121.625000 Penalty: 4370.283691
	Iteration 138Q: 3 clusters Score -1250122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1250218.125000 Penalty: 4370.283691
	Iteration 139Q: 3 clusters Score -1250218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1250291.875000 Penalty: 4370.283691
	Iteration 140F: 3 clusters Score -1250292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1250358.500000 Penalty: 4370.283691
	Iteration 141Q: 3 clusters Score -1250358 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1250423.625000 Penalty: 4370.283691
	Iteration 142Q: 3 clusters Score -1250424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1250473.875000 Penalty: 4370.283691
	Iteration 143Q: 3 clusters Score -1250474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1250529.625000 Penalty: 4370.283691
	Iteration 144Q: 3 clusters Score -1250530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1250583.375000 Penalty: 4370.283691
	Iteration 145Q: 3 clusters Score -1250583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1250619.750000 Penalty: 4370.283691
	Iteration 146Q: 3 clusters Score -1250620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1250664.125000 Penalty: 4370.283691
	Iteration 147Q: 3 clusters Score -1250664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1250702.375000 Penalty: 4370.283691
	Iteration 148Q: 3 clusters Score -1250702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1250732.125000 Penalty: 4370.283691
	Iteration 149Q: 3 clusters Score -1250732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1250758.375000 Penalty: 4370.283691
	Iteration 150Q: 3 clusters Score -1250758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1250785.000000 Penalty: 4370.283691
	Iteration 151Q: 3 clusters Score -1250785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1250796.625000 Penalty: 4370.283691
	Iteration 152Q: 3 clusters Score -1250797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1250800.375000 Penalty: 4370.283691
	Iteration 153Q: 3 clusters Score -1250800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1250804.000000 Penalty: 4370.283691
	Iteration 154Q: 3 clusters Score -1250804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1250804.875000 Penalty: 4370.283691
	Iteration 155Q: 3 clusters Score -1250805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1250806.500000 Penalty: 4370.283691
	Iteration 156Q: 3 clusters Score -1250806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1250806.500000 Penalty: 4370.283691
	Iteration 157F: 3 clusters Score -1250806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Entering Unmasked Estep 
Score: -2547408.250000 Penalty: 2362.563232
	Iteration 0F: 2 clusters Score -2547408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2537345.250000 Penalty: 4725.126465
	Iteration 0F: 3 clusters Score -2537345 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2540399.500000 Penalty: 4725.126465
	Iteration 1F: 3 clusters Score -2540400 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2540703.000000 Penalty: 4725.126465
	Iteration 2F: 3 clusters Score -2540703 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2540915.500000 Penalty: 4725.126465
	Iteration 3Q: 3 clusters Score -2540916 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2541052.750000 Penalty: 4725.126465
	Iteration 4Q: 3 clusters Score -2541053 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2541155.000000 Penalty: 4725.126465
	Iteration 5Q: 3 clusters Score -2541155 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2541258.750000 Penalty: 4725.126465
	Iteration 6Q: 3 clusters Score -2541259 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2541344.750000 Penalty: 4725.126465
	Iteration 7Q: 3 clusters Score -2541345 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2541416.750000 Penalty: 4725.126465
	Iteration 8Q: 3 clusters Score -2541417 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2541483.750000 Penalty: 4725.126465
	Iteration 9Q: 3 clusters Score -2541484 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2541554.250000 Penalty: 4725.126465
	Iteration 10Q: 3 clusters Score -2541554 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2541628.250000 Penalty: 4725.126465
	Iteration 11Q: 3 clusters Score -2541628 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2541725.750000 Penalty: 4725.126465
	Iteration 12Q: 3 clusters Score -2541726 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2541864.500000 Penalty: 4725.126465
	Iteration 13Q: 3 clusters Score -2541864 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2542057.250000 Penalty: 4725.126465
	Iteration 14Q: 3 clusters Score -2542057 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2542333.000000 Penalty: 4725.126465
	Iteration 15Q: 3 clusters Score -2542333 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2542731.250000 Penalty: 4725.126465
	Iteration 16Q: 3 clusters Score -2542731 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2543253.000000 Penalty: 4725.126465
	Iteration 17Q: 3 clusters Score -2543253 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2543904.750000 Penalty: 4725.126465
	Iteration 18F: 3 clusters Score -2543905 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2544508.500000 Penalty: 4725.126465
	Iteration 19Q: 3 clusters Score -2544508 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2545020.000000 Penalty: 4725.126465
	Iteration 20F: 3 clusters Score -2545020 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2545421.750000 Penalty: 4725.126465
	Iteration 21Q: 3 clusters Score -2545422 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2545660.000000 Penalty: 4725.126465
	Iteration 22Q: 3 clusters Score -2545660 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2545756.750000 Penalty: 4725.126465
	Iteration 23Q: 3 clusters Score -2545757 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2545801.750000 Penalty: 4725.126465
	Iteration 24Q: 3 clusters Score -2545802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2545832.000000 Penalty: 4725.126465
	Iteration 25Q: 3 clusters Score -2545832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2545850.750000 Penalty: 4725.126465
	Iteration 26Q: 3 clusters Score -2545851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2545864.500000 Penalty: 4725.126465
	Iteration 27Q: 3 clusters Score -2545864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2545877.000000 Penalty: 4725.126465
	Iteration 28Q: 3 clusters Score -2545877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2545880.750000 Penalty: 4725.126465
	Iteration 29Q: 3 clusters Score -2545881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2545880.000000 Penalty: 4725.126465
	Iteration 30Q: 3 clusters Score -2545880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2545884.750000 Penalty: 4725.126465
	Iteration 31Q: 3 clusters Score -2545885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2545885.750000 Penalty: 4725.126465
	Iteration 32Q: 3 clusters Score -2545886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2545885.750000 Penalty: 4725.126465
	Iteration 33F: 3 clusters Score -2545886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -187341.171875 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -187341.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -185310.015625 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -185310 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -185654.171875 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -185654.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -185794.828125 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -185794.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -185903.734375 Penalty: 3489.056396
	Iteration 3F: 3 clusters Score -185903.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -185949.703125 Penalty: 3489.056396
	Iteration 4Q: 3 clusters Score -185949.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -186001.984375 Penalty: 3489.056396
	Iteration 5Q: 3 clusters Score -186002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -186043.421875 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -186043.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -186076.156250 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -186076.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -186092.703125 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -186092.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -186106.843750 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -186106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -186115.343750 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -186115.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -186122.562500 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -186122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -186133.453125 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -186133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -186143.062500 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -186143.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -186149.812500 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -186149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -186157.062500 Penalty: 3489.056396
	Iteration 15Q: 3 clusters Score -186157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -186176.453125 Penalty: 3489.056396
	Iteration 16Q: 3 clusters Score -186176.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -186197.078125 Penalty: 3489.056396
	Iteration 17Q: 3 clusters Score -186197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -186202.843750 Penalty: 3489.056396
	Iteration 18Q: 3 clusters Score -186202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -186205.953125 Penalty: 3489.056396
	Iteration 19Q: 3 clusters Score -186206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -186206.765625 Penalty: 3489.056396
	Iteration 20F: 3 clusters Score -186206.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Entering Unmasked Estep 
Score: -855438.000000 Penalty: 2093.465088
	Iteration 0F: 2 clusters Score -855438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -851130.125000 Penalty: 4186.930176
	Iteration 0F: 3 clusters Score -851130.1 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -852171.562500 Penalty: 4186.930176
	Iteration 1F: 3 clusters Score -852171.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -852380.437500 Penalty: 4186.930176
	Iteration 2F: 3 clusters Score -852380.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -852533.937500 Penalty: 4186.930176
	Iteration 3Q: 3 clusters Score -852533.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -852667.312500 Penalty: 4186.930176
	Iteration 4Q: 3 clusters Score -852667.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -852787.750000 Penalty: 4186.930176
	Iteration 5Q: 3 clusters Score -852787.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -852891.000000 Penalty: 4186.930176
	Iteration 6Q: 3 clusters Score -852891 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -852984.500000 Penalty: 4186.930176
	Iteration 7Q: 3 clusters Score -852984.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -853059.312500 Penalty: 4186.930176
	Iteration 8Q: 3 clusters Score -853059.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -853115.000000 Penalty: 4186.930176
	Iteration 9Q: 3 clusters Score -853115 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -853182.750000 Penalty: 4186.930176
	Iteration 10Q: 3 clusters Score -853182.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -853245.687500 Penalty: 4186.930176
	Iteration 11Q: 3 clusters Score -853245.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -853316.000000 Penalty: 4186.930176
	Iteration 12Q: 3 clusters Score -853316 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -853385.250000 Penalty: 4186.930176
	Iteration 13Q: 3 clusters Score -853385.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -853448.437500 Penalty: 4186.930176
	Iteration 14Q: 3 clusters Score -853448.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -853512.875000 Penalty: 4186.930176
	Iteration 15Q: 3 clusters Score -853512.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -853593.625000 Penalty: 4186.930176
	Iteration 16Q: 3 clusters Score -853593.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -853658.375000 Penalty: 4186.930176
	Iteration 17Q: 3 clusters Score -853658.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -853701.875000 Penalty: 4186.930176
	Iteration 18Q: 3 clusters Score -853701.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -853734.750000 Penalty: 4186.930176
	Iteration 19Q: 3 clusters Score -853734.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -853763.812500 Penalty: 4186.930176
	Iteration 20F: 3 clusters Score -853763.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -853793.500000 Penalty: 4186.930176
	Iteration 21Q: 3 clusters Score -853793.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -853814.500000 Penalty: 4186.930176
	Iteration 22Q: 3 clusters Score -853814.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -853827.750000 Penalty: 4186.930176
	Iteration 23Q: 3 clusters Score -853827.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -853840.000000 Penalty: 4186.930176
	Iteration 24Q: 3 clusters Score -853840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -853853.062500 Penalty: 4186.930176
	Iteration 25Q: 3 clusters Score -853853.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -853862.937500 Penalty: 4186.930176
	Iteration 26Q: 3 clusters Score -853862.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -853870.437500 Penalty: 4186.930176
	Iteration 27Q: 3 clusters Score -853870.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -853879.437500 Penalty: 4186.930176
	Iteration 28Q: 3 clusters Score -853879.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -853886.000000 Penalty: 4186.930176
	Iteration 29Q: 3 clusters Score -853886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -853891.000000 Penalty: 4186.930176
	Iteration 30Q: 3 clusters Score -853891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -853900.125000 Penalty: 4186.930176
	Iteration 31Q: 3 clusters Score -853900.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -853911.187500 Penalty: 4186.930176
	Iteration 32Q: 3 clusters Score -853911.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -853919.250000 Penalty: 4186.930176
	Iteration 33Q: 3 clusters Score -853919.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -853924.812500 Penalty: 4186.930176
	Iteration 34Q: 3 clusters Score -853924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -853930.375000 Penalty: 4186.930176
	Iteration 35Q: 3 clusters Score -853930.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -853933.250000 Penalty: 4186.930176
	Iteration 36Q: 3 clusters Score -853933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -853935.937500 Penalty: 4186.930176
	Iteration 37Q: 3 clusters Score -853935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -853938.937500 Penalty: 4186.930176
	Iteration 38Q: 3 clusters Score -853938.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -853940.875000 Penalty: 4186.930176
	Iteration 39Q: 3 clusters Score -853940.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -853941.375000 Penalty: 4186.930176
	Iteration 40F: 3 clusters Score -853941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -853944.062500 Penalty: 4186.930176
	Iteration 41Q: 3 clusters Score -853944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -853945.812500 Penalty: 4186.930176
	Iteration 42Q: 3 clusters Score -853945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -853947.250000 Penalty: 4186.930176
	Iteration 43Q: 3 clusters Score -853947.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -853948.562500 Penalty: 4186.930176
	Iteration 44Q: 3 clusters Score -853948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -853949.125000 Penalty: 4186.930176
	Iteration 45Q: 3 clusters Score -853949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -853952.250000 Penalty: 4186.930176
	Iteration 46Q: 3 clusters Score -853952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -853951.312500 Penalty: 4186.930176
	Iteration 47Q: 3 clusters Score -853951.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -853953.250000 Penalty: 4186.930176
	Iteration 48Q: 3 clusters Score -853953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -853953.562500 Penalty: 4186.930176
	Iteration 49Q: 3 clusters Score -853953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -853953.312500 Penalty: 4186.930176
	Iteration 50Q: 3 clusters Score -853953.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -853955.125000 Penalty: 4186.930176
	Iteration 51Q: 3 clusters Score -853955.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -853954.625000 Penalty: 4186.930176
	Iteration 52Q: 3 clusters Score -853954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -853954.625000 Penalty: 4186.930176
	Iteration 53F: 3 clusters Score -853954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -410540.937500 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -410540.9 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 1179 members 
Entering Unmasked Estep 
Score: -407650.343750 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -407650.3 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -408192.750000 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -408192.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -408377.718750 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -408377.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -408471.000000 Penalty: 3852.142822
	Iteration 3Q: 3 clusters Score -408471 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -408528.656250 Penalty: 3852.142822
	Iteration 4Q: 3 clusters Score -408528.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -408574.562500 Penalty: 3852.142822
	Iteration 5Q: 3 clusters Score -408574.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -408616.656250 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -408616.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -408642.781250 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -408642.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -408661.500000 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -408661.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -408680.125000 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -408680.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -408698.468750 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -408698.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -408715.718750 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -408715.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -408731.656250 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -408731.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -408746.218750 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -408746.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -408757.906250 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -408757.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -408769.062500 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -408769.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -408777.437500 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -408777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -408782.843750 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -408782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -408784.562500 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -408784.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -408785.187500 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -408785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -408785.968750 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -408786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -408788.031250 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -408788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -408788.906250 Penalty: 3852.142822
	Iteration 22Q: 3 clusters Score -408788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -408790.281250 Penalty: 3852.142822
	Iteration 23Q: 3 clusters Score -408790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -408792.750000 Penalty: 3852.142822
	Iteration 24Q: 3 clusters Score -408792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -408798.593750 Penalty: 3852.142822
	Iteration 25Q: 3 clusters Score -408798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -408802.937500 Penalty: 3852.142822
	Iteration 26Q: 3 clusters Score -408802.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -408806.593750 Penalty: 3852.142822
	Iteration 27Q: 3 clusters Score -408806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -408806.625000 Penalty: 3852.142822
	Iteration 28Q: 3 clusters Score -408806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -408809.187500 Penalty: 3852.142822
	Iteration 29Q: 3 clusters Score -408809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -408809.906250 Penalty: 3852.142822
	Iteration 30Q: 3 clusters Score -408809.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -408810.593750 Penalty: 3852.142822
	Iteration 31Q: 3 clusters Score -408810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -408811.781250 Penalty: 3852.142822
	Iteration 32Q: 3 clusters Score -408811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -408811.781250 Penalty: 3852.142822
	Iteration 33F: 3 clusters Score -408811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -136659.140625 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -136659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -134958.828125 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -134958.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -135353.031250 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -135353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -135529.093750 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -135529.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -135661.812500 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -135661.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -135724.234375 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -135724.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -135778.515625 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -135778.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -135807.000000 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -135807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -135828.000000 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -135828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -135848.796875 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -135848.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -135870.312500 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -135870.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -135882.281250 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -135882.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -135895.359375 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -135895.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -135899.750000 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -135899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -135903.484375 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -135903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -135904.812500 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -135904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -135905.703125 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -135905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -135906.515625 Penalty: 3305.546875
	Iteration 16Q: 3 clusters Score -135906.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -135906.515625 Penalty: 3305.546875
	Iteration 17F: 3 clusters Score -135906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Entering Unmasked Estep 
Score: -1414104.125000 Penalty: 2217.503174
	Iteration 0F: 2 clusters Score -1414104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1407973.500000 Penalty: 4435.006348
	Iteration 0F: 3 clusters Score -1407974 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1409615.375000 Penalty: 4435.006348
	Iteration 1F: 3 clusters Score -1409615 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1409819.500000 Penalty: 4435.006348
	Iteration 2F: 3 clusters Score -1409820 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1409945.375000 Penalty: 4435.006348
	Iteration 3Q: 3 clusters Score -1409945 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1410042.000000 Penalty: 4435.006348
	Iteration 4Q: 3 clusters Score -1410042 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1410106.625000 Penalty: 4435.006348
	Iteration 5Q: 3 clusters Score -1410107 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1410165.000000 Penalty: 4435.006348
	Iteration 6Q: 3 clusters Score -1410165 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1410213.500000 Penalty: 4435.006348
	Iteration 7Q: 3 clusters Score -1410214 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1410264.250000 Penalty: 4435.006348
	Iteration 8Q: 3 clusters Score -1410264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1410309.250000 Penalty: 4435.006348
	Iteration 9Q: 3 clusters Score -1410309 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1410363.125000 Penalty: 4435.006348
	Iteration 10Q: 3 clusters Score -1410363 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1410416.000000 Penalty: 4435.006348
	Iteration 11Q: 3 clusters Score -1410416 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1410486.250000 Penalty: 4435.006348
	Iteration 12Q: 3 clusters Score -1410486 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1410572.875000 Penalty: 4435.006348
	Iteration 13Q: 3 clusters Score -1410573 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1410674.750000 Penalty: 4435.006348
	Iteration 14Q: 3 clusters Score -1410675 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1410791.750000 Penalty: 4435.006348
	Iteration 15Q: 3 clusters Score -1410792 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1410925.000000 Penalty: 4435.006348
	Iteration 16Q: 3 clusters Score -1410925 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1411056.375000 Penalty: 4435.006348
	Iteration 17Q: 3 clusters Score -1411056 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1411210.500000 Penalty: 4435.006348
	Iteration 18Q: 3 clusters Score -1411210 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1411342.875000 Penalty: 4435.006348
	Iteration 19Q: 3 clusters Score -1411343 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1411460.750000 Penalty: 4435.006348
	Iteration 20F: 3 clusters Score -1411461 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1411591.500000 Penalty: 4435.006348
	Iteration 21Q: 3 clusters Score -1411592 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1411680.000000 Penalty: 4435.006348
	Iteration 22Q: 3 clusters Score -1411680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1411751.125000 Penalty: 4435.006348
	Iteration 23Q: 3 clusters Score -1411751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1411808.375000 Penalty: 4435.006348
	Iteration 24Q: 3 clusters Score -1411808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1411869.000000 Penalty: 4435.006348
	Iteration 25Q: 3 clusters Score -1411869 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1411917.875000 Penalty: 4435.006348
	Iteration 26Q: 3 clusters Score -1411918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1411960.875000 Penalty: 4435.006348
	Iteration 27Q: 3 clusters Score -1411961 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1412000.750000 Penalty: 4435.006348
	Iteration 28Q: 3 clusters Score -1412001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1412031.875000 Penalty: 4435.006348
	Iteration 29Q: 3 clusters Score -1412032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1412048.250000 Penalty: 4435.006348
	Iteration 30Q: 3 clusters Score -1412048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1412067.875000 Penalty: 4435.006348
	Iteration 31Q: 3 clusters Score -1412068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1412082.500000 Penalty: 4435.006348
	Iteration 32Q: 3 clusters Score -1412082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1412100.750000 Penalty: 4435.006348
	Iteration 33Q: 3 clusters Score -1412101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1412115.625000 Penalty: 4435.006348
	Iteration 34Q: 3 clusters Score -1412116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1412122.375000 Penalty: 4435.006348
	Iteration 35Q: 3 clusters Score -1412122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1412127.500000 Penalty: 4435.006348
	Iteration 36Q: 3 clusters Score -1412128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1412131.250000 Penalty: 4435.006348
	Iteration 37Q: 3 clusters Score -1412131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1412134.125000 Penalty: 4435.006348
	Iteration 38Q: 3 clusters Score -1412134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1412133.125000 Penalty: 4435.006348
	Iteration 39Q: 3 clusters Score -1412133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1412137.000000 Penalty: 4435.006348
	Iteration 40F: 3 clusters Score -1412137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1412145.000000 Penalty: 4435.006348
	Iteration 41Q: 3 clusters Score -1412145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1412148.750000 Penalty: 4435.006348
	Iteration 42Q: 3 clusters Score -1412149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1412152.750000 Penalty: 4435.006348
	Iteration 43Q: 3 clusters Score -1412153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1412152.875000 Penalty: 4435.006348
	Iteration 44Q: 3 clusters Score -1412153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1412154.250000 Penalty: 4435.006348
	Iteration 45Q: 3 clusters Score -1412154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1412155.375000 Penalty: 4435.006348
	Iteration 46Q: 3 clusters Score -1412155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1412156.875000 Penalty: 4435.006348
	Iteration 47Q: 3 clusters Score -1412157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1412156.875000 Penalty: 4435.006348
	Iteration 48F: 3 clusters Score -1412157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Entering Unmasked Estep 
Score: -5007250.500000 Penalty: 2537.393066
	Iteration 0F: 2 clusters Score -5007250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -4988291.500000 Penalty: 5074.786133
	Iteration 0F: 3 clusters Score -4988292 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -4994907.500000 Penalty: 5074.786133
	Iteration 1F: 3 clusters Score -4994908 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -4995282.500000 Penalty: 5074.786133
	Iteration 2Q: 3 clusters Score -4995282 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -4995596.500000 Penalty: 5074.786133
	Iteration 3Q: 3 clusters Score -4995596 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -4995900.000000 Penalty: 5074.786133
	Iteration 4Q: 3 clusters Score -4995900 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4996306.500000 Penalty: 5074.786133
	Iteration 5Q: 3 clusters Score -4996306 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4996848.000000 Penalty: 5074.786133
	Iteration 6Q: 3 clusters Score -4996848 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -4997715.500000 Penalty: 5074.786133
	Iteration 7F: 3 clusters Score -4997716 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -4999076.000000 Penalty: 5074.786133
	Iteration 8F: 3 clusters Score -4999076 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5000755.500000 Penalty: 5074.786133
	Iteration 9F: 3 clusters Score -5000756 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5002466.500000 Penalty: 5074.786133
	Iteration 10F: 3 clusters Score -5002466 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5003694.500000 Penalty: 5074.786133
	Iteration 11Q: 3 clusters Score -5003694 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5004358.500000 Penalty: 5074.786133
	Iteration 12Q: 3 clusters Score -5004358 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5004685.500000 Penalty: 5074.786133
	Iteration 13Q: 3 clusters Score -5004686 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5004836.000000 Penalty: 5074.786133
	Iteration 14Q: 3 clusters Score -5004836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5004895.000000 Penalty: 5074.786133
	Iteration 15Q: 3 clusters Score -5004895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5004938.000000 Penalty: 5074.786133
	Iteration 16Q: 3 clusters Score -5004938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5004954.500000 Penalty: 5074.786133
	Iteration 17Q: 3 clusters Score -5004954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5004967.500000 Penalty: 5074.786133
	Iteration 18Q: 3 clusters Score -5004968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5004982.000000 Penalty: 5074.786133
	Iteration 19Q: 3 clusters Score -5004982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5004996.500000 Penalty: 5074.786133
	Iteration 20F: 3 clusters Score -5004996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5005002.500000 Penalty: 5074.786133
	Iteration 21Q: 3 clusters Score -5005002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5005005.000000 Penalty: 5074.786133
	Iteration 22Q: 3 clusters Score -5005005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5005005.000000 Penalty: 5074.786133
	Iteration 23F: 3 clusters Score -5005005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -143218.718750 Penalty: 1668.403076
	Iteration 0F: 2 clusters Score -143218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -141457.890625 Penalty: 3336.806152
	Iteration 0F: 3 clusters Score -141457.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -142004.328125 Penalty: 3336.806152
	Iteration 1F: 3 clusters Score -142004.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -142313.515625 Penalty: 3336.806152
	Iteration 2F: 3 clusters Score -142313.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -142439.812500 Penalty: 3336.806152
	Iteration 3F: 3 clusters Score -142439.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -142507.468750 Penalty: 3336.806152
	Iteration 4Q: 3 clusters Score -142507.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -142555.906250 Penalty: 3336.806152
	Iteration 5Q: 3 clusters Score -142555.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -142595.453125 Penalty: 3336.806152
	Iteration 6Q: 3 clusters Score -142595.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -142624.718750 Penalty: 3336.806152
	Iteration 7Q: 3 clusters Score -142624.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -142649.781250 Penalty: 3336.806152
	Iteration 8Q: 3 clusters Score -142649.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -142664.531250 Penalty: 3336.806152
	Iteration 9Q: 3 clusters Score -142664.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -142693.125000 Penalty: 3336.806152
	Iteration 10Q: 3 clusters Score -142693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -142714.796875 Penalty: 3336.806152
	Iteration 11Q: 3 clusters Score -142714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -142725.328125 Penalty: 3336.806152
	Iteration 12Q: 3 clusters Score -142725.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -142729.453125 Penalty: 3336.806152
	Iteration 13Q: 3 clusters Score -142729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -142737.281250 Penalty: 3336.806152
	Iteration 14Q: 3 clusters Score -142737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -142747.562500 Penalty: 3336.806152
	Iteration 15Q: 3 clusters Score -142747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -142752.828125 Penalty: 3336.806152
	Iteration 16Q: 3 clusters Score -142752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -142754.796875 Penalty: 3336.806152
	Iteration 17Q: 3 clusters Score -142754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -142761.609375 Penalty: 3336.806152
	Iteration 18Q: 3 clusters Score -142761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -142769.546875 Penalty: 3336.806152
	Iteration 19Q: 3 clusters Score -142769.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -142773.687500 Penalty: 3336.806152
	Iteration 20F: 3 clusters Score -142773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -142775.359375 Penalty: 3336.806152
	Iteration 21Q: 3 clusters Score -142775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -142777.937500 Penalty: 3336.806152
	Iteration 22Q: 3 clusters Score -142777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -142779.625000 Penalty: 3336.806152
	Iteration 23Q: 3 clusters Score -142779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -142783.937500 Penalty: 3336.806152
	Iteration 24Q: 3 clusters Score -142783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -142788.281250 Penalty: 3336.806152
	Iteration 25Q: 3 clusters Score -142788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -142792.046875 Penalty: 3336.806152
	Iteration 26Q: 3 clusters Score -142792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -142795.218750 Penalty: 3336.806152
	Iteration 27Q: 3 clusters Score -142795.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -142795.500000 Penalty: 3336.806152
	Iteration 28Q: 3 clusters Score -142795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -142795.500000 Penalty: 3336.806152
	Iteration 29F: 3 clusters Score -142795.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -99154.531250 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -99154.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -97550.000000 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -97550 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97920.203125 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -97920.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -98103.867188 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -98103.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98175.875000 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -98175.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -98241.609375 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -98241.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98263.132812 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -98263.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98269.750000 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -98269.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98274.296875 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -98274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -98285.195312 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98291.875000 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98291.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -98307.468750 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98307.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -98310.875000 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98310.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -98310.875000 Penalty: 3225.383789
	Iteration 12F: 3 clusters Score -98310.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Entering Unmasked Estep 
Score: -6254146.500000 Penalty: 2584.223389
	Iteration 0F: 2 clusters Score -6254146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -6231382.000000 Penalty: 5168.446777
	Iteration 0F: 3 clusters Score -6231382 nChanged 15225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -6239512.000000 Penalty: 5168.446777
	Iteration 1F: 3 clusters Score -6239512 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -6239927.000000 Penalty: 5168.446777
	Iteration 2Q: 3 clusters Score -6239927 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -6240260.000000 Penalty: 5168.446777
	Iteration 3Q: 3 clusters Score -6240260 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -6240562.500000 Penalty: 5168.446777
	Iteration 4Q: 3 clusters Score -6240562 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -6240818.500000 Penalty: 5168.446777
	Iteration 5Q: 3 clusters Score -6240818 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -6241220.500000 Penalty: 5168.446777
	Iteration 6Q: 3 clusters Score -6241220 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -6241688.500000 Penalty: 5168.446777
	Iteration 7Q: 3 clusters Score -6241688 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -6242342.000000 Penalty: 5168.446777
	Iteration 8Q: 3 clusters Score -6242342 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -6243355.000000 Penalty: 5168.446777
	Iteration 9F: 3 clusters Score -6243355 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -6244668.500000 Penalty: 5168.446777
	Iteration 10F: 3 clusters Score -6244668 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -6246276.000000 Penalty: 5168.446777
	Iteration 11F: 3 clusters Score -6246276 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -6247979.500000 Penalty: 5168.446777
	Iteration 12F: 3 clusters Score -6247980 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -6249466.500000 Penalty: 5168.446777
	Iteration 13Q: 3 clusters Score -6249466 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -6250461.500000 Penalty: 5168.446777
	Iteration 14Q: 3 clusters Score -6250462 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -6250940.500000 Penalty: 5168.446777
	Iteration 15Q: 3 clusters Score -6250940 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -6251282.500000 Penalty: 5168.446777
	Iteration 16Q: 3 clusters Score -6251282 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -6251488.500000 Penalty: 5168.446777
	Iteration 17Q: 3 clusters Score -6251488 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -6251658.500000 Penalty: 5168.446777
	Iteration 18Q: 3 clusters Score -6251658 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6251795.500000 Penalty: 5168.446777
	Iteration 19Q: 3 clusters Score -6251796 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -6251893.000000 Penalty: 5168.446777
	Iteration 20F: 3 clusters Score -6251893 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6251974.500000 Penalty: 5168.446777
	Iteration 21Q: 3 clusters Score -6251974 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6252039.000000 Penalty: 5168.446777
	Iteration 22Q: 3 clusters Score -6252039 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -6252061.500000 Penalty: 5168.446777
	Iteration 23Q: 3 clusters Score -6252062 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6252077.000000 Penalty: 5168.446777
	Iteration 24Q: 3 clusters Score -6252077 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6252100.000000 Penalty: 5168.446777
	Iteration 25Q: 3 clusters Score -6252100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6252130.500000 Penalty: 5168.446777
	Iteration 26Q: 3 clusters Score -6252130 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6252184.000000 Penalty: 5168.446777
	Iteration 27Q: 3 clusters Score -6252184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6252204.500000 Penalty: 5168.446777
	Iteration 28Q: 3 clusters Score -6252204 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6252218.000000 Penalty: 5168.446777
	Iteration 29Q: 3 clusters Score -6252218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6252230.500000 Penalty: 5168.446777
	Iteration 30Q: 3 clusters Score -6252230 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6252240.500000 Penalty: 5168.446777
	Iteration 31Q: 3 clusters Score -6252240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6252253.000000 Penalty: 5168.446777
	Iteration 32Q: 3 clusters Score -6252253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6252259.500000 Penalty: 5168.446777
	Iteration 33Q: 3 clusters Score -6252260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6252262.500000 Penalty: 5168.446777
	Iteration 34Q: 3 clusters Score -6252262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6252285.000000 Penalty: 5168.446777
	Iteration 35Q: 3 clusters Score -6252285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6252273.500000 Penalty: 5168.446777
	Iteration 36Q: 3 clusters Score -6252274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6252280.000000 Penalty: 5168.446777
	Iteration 37Q: 3 clusters Score -6252280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6252277.500000 Penalty: 5168.446777
	Iteration 38Q: 3 clusters Score -6252278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6252285.000000 Penalty: 5168.446777
	Iteration 39Q: 3 clusters Score -6252285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6252304.000000 Penalty: 5168.446777
	Iteration 40F: 3 clusters Score -6252304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6252290.500000 Penalty: 5168.446777
	Iteration 41Q: 3 clusters Score -6252290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6252293.000000 Penalty: 5168.446777
	Iteration 42Q: 3 clusters Score -6252293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6252298.000000 Penalty: 5168.446777
	Iteration 43Q: 3 clusters Score -6252298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6252300.000000 Penalty: 5168.446777
	Iteration 44Q: 3 clusters Score -6252300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6252289.500000 Penalty: 5168.446777
	Iteration 45Q: 3 clusters Score -6252290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6252296.500000 Penalty: 5168.446777
	Iteration 46Q: 3 clusters Score -6252296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6252305.000000 Penalty: 5168.446777
	Iteration 47Q: 3 clusters Score -6252305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6252307.000000 Penalty: 5168.446777
	Iteration 48Q: 3 clusters Score -6252307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6252317.500000 Penalty: 5168.446777
	Iteration 49Q: 3 clusters Score -6252318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6252310.000000 Penalty: 5168.446777
	Iteration 50Q: 3 clusters Score -6252310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6252318.000000 Penalty: 5168.446777
	Iteration 51Q: 3 clusters Score -6252318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6252318.500000 Penalty: 5168.446777
	Iteration 52Q: 3 clusters Score -6252318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6252317.000000 Penalty: 5168.446777
	Iteration 53Q: 3 clusters Score -6252317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6252319.000000 Penalty: 5168.446777
	Iteration 54Q: 3 clusters Score -6252319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6252319.500000 Penalty: 5168.446777
	Iteration 55Q: 3 clusters Score -6252320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6252322.500000 Penalty: 5168.446777
	Iteration 56Q: 3 clusters Score -6252322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6252322.000000 Penalty: 5168.446777
	Iteration 57Q: 3 clusters Score -6252322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6252322.000000 Penalty: 5168.446777
	Iteration 58F: 3 clusters Score -6252322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -1019802.750000 Penalty: 2134.499023
	Iteration 0F: 2 clusters Score -1019803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1014908.562500 Penalty: 4268.998047
	Iteration 0F: 3 clusters Score -1014909 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1016032.125000 Penalty: 4268.998047
	Iteration 1F: 3 clusters Score -1016032 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1016281.000000 Penalty: 4268.998047
	Iteration 2F: 3 clusters Score -1016281 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1016435.187500 Penalty: 4268.998047
	Iteration 3F: 3 clusters Score -1016435 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1016551.750000 Penalty: 4268.998047
	Iteration 4Q: 3 clusters Score -1016552 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1016648.375000 Penalty: 4268.998047
	Iteration 5Q: 3 clusters Score -1016648 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1016727.750000 Penalty: 4268.998047
	Iteration 6Q: 3 clusters Score -1016728 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1016802.562500 Penalty: 4268.998047
	Iteration 7Q: 3 clusters Score -1016803 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1016869.000000 Penalty: 4268.998047
	Iteration 8Q: 3 clusters Score -1016869 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1016949.875000 Penalty: 4268.998047
	Iteration 9Q: 3 clusters Score -1016950 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1017027.437500 Penalty: 4268.998047
	Iteration 10Q: 3 clusters Score -1017027 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1017105.625000 Penalty: 4268.998047
	Iteration 11Q: 3 clusters Score -1017106 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1017177.500000 Penalty: 4268.998047
	Iteration 12Q: 3 clusters Score -1017178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1017247.687500 Penalty: 4268.998047
	Iteration 13Q: 3 clusters Score -1017248 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1017312.750000 Penalty: 4268.998047
	Iteration 14Q: 3 clusters Score -1017313 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1017371.687500 Penalty: 4268.998047
	Iteration 15Q: 3 clusters Score -1017372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1017444.875000 Penalty: 4268.998047
	Iteration 16Q: 3 clusters Score -1017445 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1017509.812500 Penalty: 4268.998047
	Iteration 17Q: 3 clusters Score -1017510 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1017560.437500 Penalty: 4268.998047
	Iteration 18Q: 3 clusters Score -1017560 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1017610.250000 Penalty: 4268.998047
	Iteration 19Q: 3 clusters Score -1017610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1017660.812500 Penalty: 4268.998047
	Iteration 20F: 3 clusters Score -1017661 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1017710.250000 Penalty: 4268.998047
	Iteration 21Q: 3 clusters Score -1017710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1017748.375000 Penalty: 4268.998047
	Iteration 22Q: 3 clusters Score -1017748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1017777.812500 Penalty: 4268.998047
	Iteration 23Q: 3 clusters Score -1017778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1017797.187500 Penalty: 4268.998047
	Iteration 24Q: 3 clusters Score -1017797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1017817.437500 Penalty: 4268.998047
	Iteration 25Q: 3 clusters Score -1017817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1017836.812500 Penalty: 4268.998047
	Iteration 26Q: 3 clusters Score -1017837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1017850.812500 Penalty: 4268.998047
	Iteration 27Q: 3 clusters Score -1017851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1017867.562500 Penalty: 4268.998047
	Iteration 28Q: 3 clusters Score -1017868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1017878.500000 Penalty: 4268.998047
	Iteration 29Q: 3 clusters Score -1017878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1017892.375000 Penalty: 4268.998047
	Iteration 30Q: 3 clusters Score -1017892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1017910.437500 Penalty: 4268.998047
	Iteration 31Q: 3 clusters Score -1017910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1017925.937500 Penalty: 4268.998047
	Iteration 32Q: 3 clusters Score -1017926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1017939.687500 Penalty: 4268.998047
	Iteration 33Q: 3 clusters Score -1017940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1017950.250000 Penalty: 4268.998047
	Iteration 34Q: 3 clusters Score -1017950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1017962.937500 Penalty: 4268.998047
	Iteration 35Q: 3 clusters Score -1017963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1017972.437500 Penalty: 4268.998047
	Iteration 36Q: 3 clusters Score -1017972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1017978.437500 Penalty: 4268.998047
	Iteration 37Q: 3 clusters Score -1017978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1017982.937500 Penalty: 4268.998047
	Iteration 38Q: 3 clusters Score -1017983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1017985.312500 Penalty: 4268.998047
	Iteration 39Q: 3 clusters Score -1017985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1017990.500000 Penalty: 4268.998047
	Iteration 40F: 3 clusters Score -1017990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1017996.625000 Penalty: 4268.998047
	Iteration 41Q: 3 clusters Score -1017997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1018002.250000 Penalty: 4268.998047
	Iteration 42Q: 3 clusters Score -1018002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1018007.437500 Penalty: 4268.998047
	Iteration 43Q: 3 clusters Score -1018007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1018008.312500 Penalty: 4268.998047
	Iteration 44Q: 3 clusters Score -1018008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1018010.500000 Penalty: 4268.998047
	Iteration 45Q: 3 clusters Score -1018010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1018014.125000 Penalty: 4268.998047
	Iteration 46Q: 3 clusters Score -1018014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1018015.562500 Penalty: 4268.998047
	Iteration 47Q: 3 clusters Score -1018016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1018016.312500 Penalty: 4268.998047
	Iteration 48Q: 3 clusters Score -1018016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1018017.687500 Penalty: 4268.998047
	Iteration 49Q: 3 clusters Score -1018018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1018021.062500 Penalty: 4268.998047
	Iteration 50Q: 3 clusters Score -1018021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1018022.437500 Penalty: 4268.998047
	Iteration 51Q: 3 clusters Score -1018022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1018022.437500 Penalty: 4268.998047
	Iteration 52F: 3 clusters Score -1018022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Entering Unmasked Estep 
Score: -1993055.125000 Penalty: 2303.572021
	Iteration 0F: 2 clusters Score -1993055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1984853.125000 Penalty: 4607.144043
	Iteration 0F: 3 clusters Score -1984853 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1987190.875000 Penalty: 4607.144043
	Iteration 1F: 3 clusters Score -1987191 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1987475.250000 Penalty: 4607.144043
	Iteration 2F: 3 clusters Score -1987475 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1987721.625000 Penalty: 4607.144043
	Iteration 3Q: 3 clusters Score -1987722 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1987912.875000 Penalty: 4607.144043
	Iteration 4Q: 3 clusters Score -1987913 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1988099.000000 Penalty: 4607.144043
	Iteration 5Q: 3 clusters Score -1988099 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1988270.125000 Penalty: 4607.144043
	Iteration 6Q: 3 clusters Score -1988270 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1988488.750000 Penalty: 4607.144043
	Iteration 7Q: 3 clusters Score -1988489 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1988759.625000 Penalty: 4607.144043
	Iteration 8Q: 3 clusters Score -1988760 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1989067.750000 Penalty: 4607.144043
	Iteration 9Q: 3 clusters Score -1989068 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1989436.750000 Penalty: 4607.144043
	Iteration 10Q: 3 clusters Score -1989437 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1989800.250000 Penalty: 4607.144043
	Iteration 11Q: 3 clusters Score -1989800 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1990117.500000 Penalty: 4607.144043
	Iteration 12Q: 3 clusters Score -1990118 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1990387.125000 Penalty: 4607.144043
	Iteration 13Q: 3 clusters Score -1990387 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1990586.250000 Penalty: 4607.144043
	Iteration 14Q: 3 clusters Score -1990586 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1990742.625000 Penalty: 4607.144043
	Iteration 15Q: 3 clusters Score -1990743 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1990834.000000 Penalty: 4607.144043
	Iteration 16Q: 3 clusters Score -1990834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1990890.500000 Penalty: 4607.144043
	Iteration 17Q: 3 clusters Score -1990890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1990925.750000 Penalty: 4607.144043
	Iteration 18Q: 3 clusters Score -1990926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1990944.625000 Penalty: 4607.144043
	Iteration 19Q: 3 clusters Score -1990945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1990951.000000 Penalty: 4607.144043
	Iteration 20F: 3 clusters Score -1990951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1990961.000000 Penalty: 4607.144043
	Iteration 21Q: 3 clusters Score -1990961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1990964.125000 Penalty: 4607.144043
	Iteration 22Q: 3 clusters Score -1990964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1990978.125000 Penalty: 4607.144043
	Iteration 23Q: 3 clusters Score -1990978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1990990.000000 Penalty: 4607.144043
	Iteration 24Q: 3 clusters Score -1990990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1991004.625000 Penalty: 4607.144043
	Iteration 25Q: 3 clusters Score -1991005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1991017.125000 Penalty: 4607.144043
	Iteration 26Q: 3 clusters Score -1991017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1991024.750000 Penalty: 4607.144043
	Iteration 27Q: 3 clusters Score -1991025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1991037.500000 Penalty: 4607.144043
	Iteration 28Q: 3 clusters Score -1991038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1991041.000000 Penalty: 4607.144043
	Iteration 29Q: 3 clusters Score -1991041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1991047.625000 Penalty: 4607.144043
	Iteration 30Q: 3 clusters Score -1991048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1991051.750000 Penalty: 4607.144043
	Iteration 31Q: 3 clusters Score -1991052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1991054.875000 Penalty: 4607.144043
	Iteration 32Q: 3 clusters Score -1991055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1991060.500000 Penalty: 4607.144043
	Iteration 33Q: 3 clusters Score -1991060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1991059.375000 Penalty: 4607.144043
	Iteration 34Q: 3 clusters Score -1991059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1991061.875000 Penalty: 4607.144043
	Iteration 35Q: 3 clusters Score -1991062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1991061.875000 Penalty: 4607.144043
	Iteration 36F: 3 clusters Score -1991062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Entering Unmasked Estep 
Score: -7870990.000000 Penalty: 2640.448975
	Iteration 0F: 2 clusters Score -7870990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -7843755.500000 Penalty: 5280.897949
	Iteration 0F: 3 clusters Score -7843756 nChanged 19183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -7854093.000000 Penalty: 5280.897949
	Iteration 1F: 3 clusters Score -7854093 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -7854695.500000 Penalty: 5280.897949
	Iteration 2Q: 3 clusters Score -7854696 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -7855263.000000 Penalty: 5280.897949
	Iteration 3Q: 3 clusters Score -7855263 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -7855927.000000 Penalty: 5280.897949
	Iteration 4Q: 3 clusters Score -7855927 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -7856660.500000 Penalty: 5280.897949
	Iteration 5Q: 3 clusters Score -7856660 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -7857632.000000 Penalty: 5280.897949
	Iteration 6Q: 3 clusters Score -7857632 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -7859305.500000 Penalty: 5280.897949
	Iteration 7F: 3 clusters Score -7859306 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -7861698.500000 Penalty: 5280.897949
	Iteration 8F: 3 clusters Score -7861698 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -7864461.000000 Penalty: 5280.897949
	Iteration 9F: 3 clusters Score -7864461 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -7866273.500000 Penalty: 5280.897949
	Iteration 10F: 3 clusters Score -7866274 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -7867363.500000 Penalty: 5280.897949
	Iteration 11Q: 3 clusters Score -7867364 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -7868021.000000 Penalty: 5280.897949
	Iteration 12Q: 3 clusters Score -7868021 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -7868444.000000 Penalty: 5280.897949
	Iteration 13Q: 3 clusters Score -7868444 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -7868821.500000 Penalty: 5280.897949
	Iteration 14Q: 3 clusters Score -7868822 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -7868988.500000 Penalty: 5280.897949
	Iteration 15Q: 3 clusters Score -7868988 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -7869130.000000 Penalty: 5280.897949
	Iteration 16Q: 3 clusters Score -7869130 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -7869209.500000 Penalty: 5280.897949
	Iteration 17Q: 3 clusters Score -7869210 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -7869240.000000 Penalty: 5280.897949
	Iteration 18Q: 3 clusters Score -7869240 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -7869284.000000 Penalty: 5280.897949
	Iteration 19Q: 3 clusters Score -7869284 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -7869279.500000 Penalty: 5280.897949
	Iteration 20F: 3 clusters Score -7869280 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -7869298.500000 Penalty: 5280.897949
	Iteration 21Q: 3 clusters Score -7869298 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -7869288.000000 Penalty: 5280.897949
	Iteration 22Q: 3 clusters Score -7869288 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -7869298.000000 Penalty: 5280.897949
	Iteration 23Q: 3 clusters Score -7869298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -7869269.500000 Penalty: 5280.897949
	Iteration 24Q: 3 clusters Score -7869270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -7869273.000000 Penalty: 5280.897949
	Iteration 25Q: 3 clusters Score -7869273 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -7869257.000000 Penalty: 5280.897949
	Iteration 26Q: 3 clusters Score -7869257 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -7869275.500000 Penalty: 5280.897949
	Iteration 27Q: 3 clusters Score -7869276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -7869277.500000 Penalty: 5280.897949
	Iteration 28Q: 3 clusters Score -7869278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -7869285.000000 Penalty: 5280.897949
	Iteration 29Q: 3 clusters Score -7869285 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -7869301.500000 Penalty: 5280.897949
	Iteration 30Q: 3 clusters Score -7869302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -7869301.500000 Penalty: 5280.897949
	Iteration 31Q: 3 clusters Score -7869302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -7869305.500000 Penalty: 5280.897949
	Iteration 32Q: 3 clusters Score -7869306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -7869306.000000 Penalty: 5280.897949
	Iteration 33Q: 3 clusters Score -7869306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -7869308.000000 Penalty: 5280.897949
	Iteration 34Q: 3 clusters Score -7869308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -7869312.500000 Penalty: 5280.897949
	Iteration 35Q: 3 clusters Score -7869312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -7869313.000000 Penalty: 5280.897949
	Iteration 36Q: 3 clusters Score -7869313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -7869312.000000 Penalty: 5280.897949
	Iteration 37Q: 3 clusters Score -7869312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -7869309.000000 Penalty: 5280.897949
	Iteration 38Q: 3 clusters Score -7869309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -7869316.500000 Penalty: 5280.897949
	Iteration 39Q: 3 clusters Score -7869316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -7869304.000000 Penalty: 5280.897949
	Iteration 40F: 3 clusters Score -7869304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -7869289.500000 Penalty: 5280.897949
	Iteration 41Q: 3 clusters Score -7869290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -7869296.000000 Penalty: 5280.897949
	Iteration 42Q: 3 clusters Score -7869296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -7869303.000000 Penalty: 5280.897949
	Iteration 43Q: 3 clusters Score -7869303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -7869299.500000 Penalty: 5280.897949
	Iteration 44Q: 3 clusters Score -7869300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -7869298.500000 Penalty: 5280.897949
	Iteration 45Q: 3 clusters Score -7869298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -7869287.000000 Penalty: 5280.897949
	Iteration 46Q: 3 clusters Score -7869287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -7869281.500000 Penalty: 5280.897949
	Iteration 47Q: 3 clusters Score -7869282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -7869305.000000 Penalty: 5280.897949
	Iteration 48Q: 3 clusters Score -7869305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -7869313.500000 Penalty: 5280.897949
	Iteration 49Q: 3 clusters Score -7869314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -7869317.000000 Penalty: 5280.897949
	Iteration 50Q: 3 clusters Score -7869317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -7869306.500000 Penalty: 5280.897949
	Iteration 51Q: 3 clusters Score -7869306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -7869307.000000 Penalty: 5280.897949
	Iteration 52Q: 3 clusters Score -7869307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -7869308.500000 Penalty: 5280.897949
	Iteration 53Q: 3 clusters Score -7869308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -7869302.000000 Penalty: 5280.897949
	Iteration 54Q: 3 clusters Score -7869302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -7869306.000000 Penalty: 5280.897949
	Iteration 55Q: 3 clusters Score -7869306 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -7869317.500000 Penalty: 5280.897949
	Iteration 56Q: 3 clusters Score -7869318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -7869320.000000 Penalty: 5280.897949
	Iteration 57Q: 3 clusters Score -7869320 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -7869307.000000 Penalty: 5280.897949
	Iteration 58Q: 3 clusters Score -7869307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -7869292.000000 Penalty: 5280.897949
	Iteration 59Q: 3 clusters Score -7869292 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -7869312.500000 Penalty: 5280.897949
	Iteration 60F: 3 clusters Score -7869312 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -7869298.000000 Penalty: 5280.897949
	Iteration 61Q: 3 clusters Score -7869298 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -7869267.000000 Penalty: 5280.897949
	Iteration 62Q: 3 clusters Score -7869267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -7869261.500000 Penalty: 5280.897949
	Iteration 63Q: 3 clusters Score -7869262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -7869264.500000 Penalty: 5280.897949
	Iteration 64Q: 3 clusters Score -7869264 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -7869249.500000 Penalty: 5280.897949
	Iteration 65Q: 3 clusters Score -7869250 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -7869137.000000 Penalty: 5280.897949
	Iteration 66Q: 3 clusters Score -7869137 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -7869159.500000 Penalty: 5280.897949
	Iteration 67Q: 3 clusters Score -7869160 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -7869168.500000 Penalty: 5280.897949
	Iteration 68Q: 3 clusters Score -7869168 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -7869200.000000 Penalty: 5280.897949
	Iteration 69Q: 3 clusters Score -7869200 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -7869191.000000 Penalty: 5280.897949
	Iteration 70Q: 3 clusters Score -7869191 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -7869203.500000 Penalty: 5280.897949
	Iteration 71Q: 3 clusters Score -7869204 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -7869210.500000 Penalty: 5280.897949
	Iteration 72Q: 3 clusters Score -7869210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -7869218.000000 Penalty: 5280.897949
	Iteration 73Q: 3 clusters Score -7869218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -7869235.500000 Penalty: 5280.897949
	Iteration 74Q: 3 clusters Score -7869236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -7869243.000000 Penalty: 5280.897949
	Iteration 75Q: 3 clusters Score -7869243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -7869236.500000 Penalty: 5280.897949
	Iteration 76Q: 3 clusters Score -7869236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -7869266.000000 Penalty: 5280.897949
	Iteration 77Q: 3 clusters Score -7869266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -7869248.000000 Penalty: 5280.897949
	Iteration 78Q: 3 clusters Score -7869248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -7869257.000000 Penalty: 5280.897949
	Iteration 79Q: 3 clusters Score -7869257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -7869263.500000 Penalty: 5280.897949
	Iteration 80F: 3 clusters Score -7869264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -7869266.500000 Penalty: 5280.897949
	Iteration 81Q: 3 clusters Score -7869266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -7869253.000000 Penalty: 5280.897949
	Iteration 82Q: 3 clusters Score -7869253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -7869281.500000 Penalty: 5280.897949
	Iteration 83Q: 3 clusters Score -7869282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -7869270.500000 Penalty: 5280.897949
	Iteration 84Q: 3 clusters Score -7869270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -7869275.000000 Penalty: 5280.897949
	Iteration 85Q: 3 clusters Score -7869275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -7869262.000000 Penalty: 5280.897949
	Iteration 86Q: 3 clusters Score -7869262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -7869277.000000 Penalty: 5280.897949
	Iteration 87Q: 3 clusters Score -7869277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -7869275.500000 Penalty: 5280.897949
	Iteration 88Q: 3 clusters Score -7869276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -7869279.000000 Penalty: 5280.897949
	Iteration 89Q: 3 clusters Score -7869279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -7869283.000000 Penalty: 5280.897949
	Iteration 90Q: 3 clusters Score -7869283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -7869278.500000 Penalty: 5280.897949
	Iteration 91Q: 3 clusters Score -7869278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -7869278.500000 Penalty: 5280.897949
	Iteration 92F: 3 clusters Score -7869278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Entering Unmasked Estep 
Score: -8223015.000000 Penalty: 2651.692383
	Iteration 0F: 2 clusters Score -8223015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -8195029.000000 Penalty: 5303.384766
	Iteration 0F: 3 clusters Score -8195029 nChanged 20242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -8205935.500000 Penalty: 5303.384766
	Iteration 1F: 3 clusters Score -8205936 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -8206471.000000 Penalty: 5303.384766
	Iteration 2Q: 3 clusters Score -8206471 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -8206956.500000 Penalty: 5303.384766
	Iteration 3Q: 3 clusters Score -8206956 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -8207477.000000 Penalty: 5303.384766
	Iteration 4Q: 3 clusters Score -8207477 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -8208099.500000 Penalty: 5303.384766
	Iteration 5Q: 3 clusters Score -8208100 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -8208795.500000 Penalty: 5303.384766
	Iteration 6Q: 3 clusters Score -8208796 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -8209916.500000 Penalty: 5303.384766
	Iteration 7Q: 3 clusters Score -8209916 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -8211641.500000 Penalty: 5303.384766
	Iteration 8F: 3 clusters Score -8211642 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -8213963.500000 Penalty: 5303.384766
	Iteration 9F: 3 clusters Score -8213964 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -8216447.000000 Penalty: 5303.384766
	Iteration 10F: 3 clusters Score -8216447 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -8218068.500000 Penalty: 5303.384766
	Iteration 11F: 3 clusters Score -8218068 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8219152.500000 Penalty: 5303.384766
	Iteration 12Q: 3 clusters Score -8219152 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8219711.500000 Penalty: 5303.384766
	Iteration 13Q: 3 clusters Score -8219712 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8220192.000000 Penalty: 5303.384766
	Iteration 14Q: 3 clusters Score -8220192 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8220361.500000 Penalty: 5303.384766
	Iteration 15Q: 3 clusters Score -8220362 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8220429.000000 Penalty: 5303.384766
	Iteration 16Q: 3 clusters Score -8220429 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8220488.500000 Penalty: 5303.384766
	Iteration 17Q: 3 clusters Score -8220488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8220485.500000 Penalty: 5303.384766
	Iteration 18Q: 3 clusters Score -8220486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8220522.500000 Penalty: 5303.384766
	Iteration 19Q: 3 clusters Score -8220522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8220541.500000 Penalty: 5303.384766
	Iteration 20F: 3 clusters Score -8220542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8220541.000000 Penalty: 5303.384766
	Iteration 21Q: 3 clusters Score -8220541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8220533.500000 Penalty: 5303.384766
	Iteration 22Q: 3 clusters Score -8220534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8220563.000000 Penalty: 5303.384766
	Iteration 23Q: 3 clusters Score -8220563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8220613.000000 Penalty: 5303.384766
	Iteration 24Q: 3 clusters Score -8220613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8220652.500000 Penalty: 5303.384766
	Iteration 25Q: 3 clusters Score -8220652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8220652.000000 Penalty: 5303.384766
	Iteration 26Q: 3 clusters Score -8220652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8220640.500000 Penalty: 5303.384766
	Iteration 27Q: 3 clusters Score -8220640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8220639.500000 Penalty: 5303.384766
	Iteration 28Q: 3 clusters Score -8220640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8220675.500000 Penalty: 5303.384766
	Iteration 29Q: 3 clusters Score -8220676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8220714.500000 Penalty: 5303.384766
	Iteration 30Q: 3 clusters Score -8220714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8220724.000000 Penalty: 5303.384766
	Iteration 31Q: 3 clusters Score -8220724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8220736.500000 Penalty: 5303.384766
	Iteration 32Q: 3 clusters Score -8220736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8220755.000000 Penalty: 5303.384766
	Iteration 33Q: 3 clusters Score -8220755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8220786.000000 Penalty: 5303.384766
	Iteration 34Q: 3 clusters Score -8220786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8220823.500000 Penalty: 5303.384766
	Iteration 35Q: 3 clusters Score -8220824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8220814.500000 Penalty: 5303.384766
	Iteration 36Q: 3 clusters Score -8220814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8220822.000000 Penalty: 5303.384766
	Iteration 37Q: 3 clusters Score -8220822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8220831.500000 Penalty: 5303.384766
	Iteration 38Q: 3 clusters Score -8220832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8220817.500000 Penalty: 5303.384766
	Iteration 39Q: 3 clusters Score -8220818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8220831.000000 Penalty: 5303.384766
	Iteration 40F: 3 clusters Score -8220831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Entering Unmasked Estep 
Score: -7149291.500000 Penalty: 2618.679688
	Iteration 0F: 2 clusters Score -7149292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -7123399.500000 Penalty: 5237.359375
	Iteration 0F: 3 clusters Score -7123400 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -7132687.000000 Penalty: 5237.359375
	Iteration 1F: 3 clusters Score -7132687 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -7133082.000000 Penalty: 5237.359375
	Iteration 2Q: 3 clusters Score -7133082 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -7133393.000000 Penalty: 5237.359375
	Iteration 3Q: 3 clusters Score -7133393 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -7133740.500000 Penalty: 5237.359375
	Iteration 4Q: 3 clusters Score -7133740 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -7134036.000000 Penalty: 5237.359375
	Iteration 5Q: 3 clusters Score -7134036 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -7134361.500000 Penalty: 5237.359375
	Iteration 6Q: 3 clusters Score -7134362 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -7134665.500000 Penalty: 5237.359375
	Iteration 7Q: 3 clusters Score -7134666 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -7135075.000000 Penalty: 5237.359375
	Iteration 8Q: 3 clusters Score -7135075 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -7135504.500000 Penalty: 5237.359375
	Iteration 9Q: 3 clusters Score -7135504 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -7136119.500000 Penalty: 5237.359375
	Iteration 10Q: 3 clusters Score -7136120 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -7136951.000000 Penalty: 5237.359375
	Iteration 11Q: 3 clusters Score -7136951 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -7138129.500000 Penalty: 5237.359375
	Iteration 12Q: 3 clusters Score -7138130 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -7139798.500000 Penalty: 5237.359375
	Iteration 13F: 3 clusters Score -7139798 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -7141440.500000 Penalty: 5237.359375
	Iteration 14F: 3 clusters Score -7141440 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -7142826.000000 Penalty: 5237.359375
	Iteration 15Q: 3 clusters Score -7142826 nChanged 1576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 12157 members 
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Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 11768 members 
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Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 11419 members 
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	Iteration 18Q: 3 clusters Score -7144862 nChanged 695
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Mstep: Class 1 contains 27434 members 
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Mstep: Class 1 contains 27767 members 
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Mstep: Class 1 contains 28882 members 
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	Iteration 58Q: 3 clusters Score -7146984 nChanged 32
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	Iteration 66Q: 3 clusters Score -7146987 nChanged 31
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	Iteration 109Q: 3 clusters Score -7147010 nChanged 6
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Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -7147013.500000 Penalty: 5237.359375
	Iteration 110Q: 3 clusters Score -7147014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -7147006.000000 Penalty: 5237.359375
	Iteration 111Q: 3 clusters Score -7147006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -7147007.000000 Penalty: 5237.359375
	Iteration 112Q: 3 clusters Score -7147007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -7147005.000000 Penalty: 5237.359375
	Iteration 113Q: 3 clusters Score -7147005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -7147005.000000 Penalty: 5237.359375
	Iteration 114F: 3 clusters Score -7147005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Entering Unmasked Estep 
Score: -4840165.000000 Penalty: 2520.137451
	Iteration 0F: 2 clusters Score -4840165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4822466.000000 Penalty: 5040.274902
	Iteration 0F: 3 clusters Score -4822466 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4828586.000000 Penalty: 5040.274902
	Iteration 1F: 3 clusters Score -4828586 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -4828994.000000 Penalty: 5040.274902
	Iteration 2Q: 3 clusters Score -4828994 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -4829366.500000 Penalty: 5040.274902
	Iteration 3Q: 3 clusters Score -4829366 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4829770.500000 Penalty: 5040.274902
	Iteration 4Q: 3 clusters Score -4829770 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -4830244.000000 Penalty: 5040.274902
	Iteration 5Q: 3 clusters Score -4830244 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4830930.500000 Penalty: 5040.274902
	Iteration 6Q: 3 clusters Score -4830930 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4831920.000000 Penalty: 5040.274902
	Iteration 7F: 3 clusters Score -4831920 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4833251.000000 Penalty: 5040.274902
	Iteration 8F: 3 clusters Score -4833251 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4834717.000000 Penalty: 5040.274902
	Iteration 9F: 3 clusters Score -4834717 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -4836173.500000 Penalty: 5040.274902
	Iteration 10F: 3 clusters Score -4836174 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -4837079.000000 Penalty: 5040.274902
	Iteration 11Q: 3 clusters Score -4837079 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -4837544.500000 Penalty: 5040.274902
	Iteration 12Q: 3 clusters Score -4837544 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -4837750.500000 Penalty: 5040.274902
	Iteration 13Q: 3 clusters Score -4837750 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -4837840.500000 Penalty: 5040.274902
	Iteration 14Q: 3 clusters Score -4837840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -4837911.500000 Penalty: 5040.274902
	Iteration 15Q: 3 clusters Score -4837912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -4837940.500000 Penalty: 5040.274902
	Iteration 16Q: 3 clusters Score -4837940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -4837953.000000 Penalty: 5040.274902
	Iteration 17Q: 3 clusters Score -4837953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -4837961.000000 Penalty: 5040.274902
	Iteration 18Q: 3 clusters Score -4837961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -4837980.500000 Penalty: 5040.274902
	Iteration 19Q: 3 clusters Score -4837980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -4837985.000000 Penalty: 5040.274902
	Iteration 20F: 3 clusters Score -4837985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -4837984.500000 Penalty: 5040.274902
	Iteration 21Q: 3 clusters Score -4837984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -4837988.000000 Penalty: 5040.274902
	Iteration 22Q: 3 clusters Score -4837988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -4837992.000000 Penalty: 5040.274902
	Iteration 23Q: 3 clusters Score -4837992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -4837992.000000 Penalty: 5040.274902
	Iteration 24F: 3 clusters Score -4837992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Entering Unmasked Estep 
Score: -4586853.000000 Penalty: 2506.657227
	Iteration 0F: 2 clusters Score -4586853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -4569730.500000 Penalty: 5013.314453
	Iteration 0F: 3 clusters Score -4569730 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4575902.000000 Penalty: 5013.314453
	Iteration 1F: 3 clusters Score -4575902 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -4576425.000000 Penalty: 5013.314453
	Iteration 2F: 3 clusters Score -4576425 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -4577001.500000 Penalty: 5013.314453
	Iteration 3F: 3 clusters Score -4577002 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4577771.500000 Penalty: 5013.314453
	Iteration 4F: 3 clusters Score -4577772 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -4578784.500000 Penalty: 5013.314453
	Iteration 5F: 3 clusters Score -4578784 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4579947.500000 Penalty: 5013.314453
	Iteration 6F: 3 clusters Score -4579948 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4581171.000000 Penalty: 5013.314453
	Iteration 7F: 3 clusters Score -4581171 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4582211.500000 Penalty: 5013.314453
	Iteration 8Q: 3 clusters Score -4582212 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4583084.000000 Penalty: 5013.314453
	Iteration 9Q: 3 clusters Score -4583084 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4583649.500000 Penalty: 5013.314453
	Iteration 10Q: 3 clusters Score -4583650 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4583964.000000 Penalty: 5013.314453
	Iteration 11Q: 3 clusters Score -4583964 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -4584156.000000 Penalty: 5013.314453
	Iteration 12Q: 3 clusters Score -4584156 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4584308.500000 Penalty: 5013.314453
	Iteration 13Q: 3 clusters Score -4584308 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4584396.500000 Penalty: 5013.314453
	Iteration 14Q: 3 clusters Score -4584396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -4584469.000000 Penalty: 5013.314453
	Iteration 15Q: 3 clusters Score -4584469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4584513.500000 Penalty: 5013.314453
	Iteration 16Q: 3 clusters Score -4584514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4584547.500000 Penalty: 5013.314453
	Iteration 17Q: 3 clusters Score -4584548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -4584567.000000 Penalty: 5013.314453
	Iteration 18Q: 3 clusters Score -4584567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -4584592.500000 Penalty: 5013.314453
	Iteration 19Q: 3 clusters Score -4584592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -4584606.500000 Penalty: 5013.314453
	Iteration 20F: 3 clusters Score -4584606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -4584616.500000 Penalty: 5013.314453
	Iteration 21Q: 3 clusters Score -4584616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -4584619.500000 Penalty: 5013.314453
	Iteration 22Q: 3 clusters Score -4584620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -4584634.000000 Penalty: 5013.314453
	Iteration 23Q: 3 clusters Score -4584634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -4584642.500000 Penalty: 5013.314453
	Iteration 24Q: 3 clusters Score -4584642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -4584653.500000 Penalty: 5013.314453
	Iteration 25Q: 3 clusters Score -4584654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4584659.500000 Penalty: 5013.314453
	Iteration 26Q: 3 clusters Score -4584660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -4584667.000000 Penalty: 5013.314453
	Iteration 27Q: 3 clusters Score -4584667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4584671.500000 Penalty: 5013.314453
	Iteration 28Q: 3 clusters Score -4584672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4584675.500000 Penalty: 5013.314453
	Iteration 29Q: 3 clusters Score -4584676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4584679.500000 Penalty: 5013.314453
	Iteration 30Q: 3 clusters Score -4584680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4584676.500000 Penalty: 5013.314453
	Iteration 31Q: 3 clusters Score -4584676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -4584675.500000 Penalty: 5013.314453
	Iteration 32Q: 3 clusters Score -4584676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4584679.000000 Penalty: 5013.314453
	Iteration 33Q: 3 clusters Score -4584679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4584683.000000 Penalty: 5013.314453
	Iteration 34Q: 3 clusters Score -4584683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -4584680.500000 Penalty: 5013.314453
	Iteration 35Q: 3 clusters Score -4584680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4584682.500000 Penalty: 5013.314453
	Iteration 36Q: 3 clusters Score -4584682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4584682.500000 Penalty: 5013.314453
	Iteration 37F: 3 clusters Score -4584682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Entering Unmasked Estep 
Score: -2140804.250000 Penalty: 2316.594238
	Iteration 0F: 2 clusters Score -2140804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2132134.250000 Penalty: 4633.188477
	Iteration 0F: 3 clusters Score -2132134 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2134722.250000 Penalty: 4633.188477
	Iteration 1F: 3 clusters Score -2134722 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2135031.750000 Penalty: 4633.188477
	Iteration 2F: 3 clusters Score -2135032 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2135220.500000 Penalty: 4633.188477
	Iteration 3Q: 3 clusters Score -2135220 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2135349.250000 Penalty: 4633.188477
	Iteration 4Q: 3 clusters Score -2135349 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2135458.750000 Penalty: 4633.188477
	Iteration 5Q: 3 clusters Score -2135459 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2135572.500000 Penalty: 4633.188477
	Iteration 6Q: 3 clusters Score -2135572 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2135665.000000 Penalty: 4633.188477
	Iteration 7Q: 3 clusters Score -2135665 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2135735.750000 Penalty: 4633.188477
	Iteration 8Q: 3 clusters Score -2135736 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2135835.250000 Penalty: 4633.188477
	Iteration 9Q: 3 clusters Score -2135835 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2135911.250000 Penalty: 4633.188477
	Iteration 10Q: 3 clusters Score -2135911 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2135983.000000 Penalty: 4633.188477
	Iteration 11Q: 3 clusters Score -2135983 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2136065.500000 Penalty: 4633.188477
	Iteration 12Q: 3 clusters Score -2136066 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2136171.000000 Penalty: 4633.188477
	Iteration 13Q: 3 clusters Score -2136171 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2136304.000000 Penalty: 4633.188477
	Iteration 14Q: 3 clusters Score -2136304 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2136512.000000 Penalty: 4633.188477
	Iteration 15Q: 3 clusters Score -2136512 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2136713.500000 Penalty: 4633.188477
	Iteration 16Q: 3 clusters Score -2136714 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2136922.000000 Penalty: 4633.188477
	Iteration 17Q: 3 clusters Score -2136922 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2137067.750000 Penalty: 4633.188477
	Iteration 18Q: 3 clusters Score -2137068 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2137157.250000 Penalty: 4633.188477
	Iteration 19Q: 3 clusters Score -2137157 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2137213.000000 Penalty: 4633.188477
	Iteration 20F: 3 clusters Score -2137213 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2137259.250000 Penalty: 4633.188477
	Iteration 21Q: 3 clusters Score -2137259 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2137271.500000 Penalty: 4633.188477
	Iteration 22Q: 3 clusters Score -2137272 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2137306.750000 Penalty: 4633.188477
	Iteration 23Q: 3 clusters Score -2137307 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2137334.750000 Penalty: 4633.188477
	Iteration 24Q: 3 clusters Score -2137335 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2137350.250000 Penalty: 4633.188477
	Iteration 25Q: 3 clusters Score -2137350 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2137383.000000 Penalty: 4633.188477
	Iteration 26Q: 3 clusters Score -2137383 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2137409.000000 Penalty: 4633.188477
	Iteration 27Q: 3 clusters Score -2137409 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2137440.250000 Penalty: 4633.188477
	Iteration 28Q: 3 clusters Score -2137440 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2137477.500000 Penalty: 4633.188477
	Iteration 29Q: 3 clusters Score -2137478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2137504.250000 Penalty: 4633.188477
	Iteration 30Q: 3 clusters Score -2137504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2137525.250000 Penalty: 4633.188477
	Iteration 31Q: 3 clusters Score -2137525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2137554.250000 Penalty: 4633.188477
	Iteration 32Q: 3 clusters Score -2137554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2137571.000000 Penalty: 4633.188477
	Iteration 33Q: 3 clusters Score -2137571 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2137579.500000 Penalty: 4633.188477
	Iteration 34Q: 3 clusters Score -2137580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2137592.500000 Penalty: 4633.188477
	Iteration 35Q: 3 clusters Score -2137592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2137613.750000 Penalty: 4633.188477
	Iteration 36Q: 3 clusters Score -2137614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2137636.250000 Penalty: 4633.188477
	Iteration 37Q: 3 clusters Score -2137636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2137677.250000 Penalty: 4633.188477
	Iteration 38Q: 3 clusters Score -2137677 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2137690.000000 Penalty: 4633.188477
	Iteration 39Q: 3 clusters Score -2137690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2137720.750000 Penalty: 4633.188477
	Iteration 40F: 3 clusters Score -2137721 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2137746.750000 Penalty: 4633.188477
	Iteration 41Q: 3 clusters Score -2137747 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2137774.500000 Penalty: 4633.188477
	Iteration 42Q: 3 clusters Score -2137774 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2137809.000000 Penalty: 4633.188477
	Iteration 43Q: 3 clusters Score -2137809 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2137854.500000 Penalty: 4633.188477
	Iteration 44Q: 3 clusters Score -2137854 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2137893.750000 Penalty: 4633.188477
	Iteration 45Q: 3 clusters Score -2137894 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2137977.500000 Penalty: 4633.188477
	Iteration 46Q: 3 clusters Score -2137978 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2138106.250000 Penalty: 4633.188477
	Iteration 47Q: 3 clusters Score -2138106 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2138205.500000 Penalty: 4633.188477
	Iteration 48Q: 3 clusters Score -2138206 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2138245.500000 Penalty: 4633.188477
	Iteration 49Q: 3 clusters Score -2138246 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2138330.750000 Penalty: 4633.188477
	Iteration 50Q: 3 clusters Score -2138331 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2138393.000000 Penalty: 4633.188477
	Iteration 51Q: 3 clusters Score -2138393 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2138483.500000 Penalty: 4633.188477
	Iteration 52Q: 3 clusters Score -2138484 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2138502.500000 Penalty: 4633.188477
	Iteration 53Q: 3 clusters Score -2138502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2138496.250000 Penalty: 4633.188477
	Iteration 54Q: 3 clusters Score -2138496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2138519.500000 Penalty: 4633.188477
	Iteration 55Q: 3 clusters Score -2138520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2138521.250000 Penalty: 4633.188477
	Iteration 56Q: 3 clusters Score -2138521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2138540.250000 Penalty: 4633.188477
	Iteration 57Q: 3 clusters Score -2138540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2138546.750000 Penalty: 4633.188477
	Iteration 58Q: 3 clusters Score -2138547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2138530.250000 Penalty: 4633.188477
	Iteration 59Q: 3 clusters Score -2138530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2138567.750000 Penalty: 4633.188477
	Iteration 60F: 3 clusters Score -2138568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2138578.250000 Penalty: 4633.188477
	Iteration 61Q: 3 clusters Score -2138578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2138569.250000 Penalty: 4633.188477
	Iteration 62Q: 3 clusters Score -2138569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2138577.250000 Penalty: 4633.188477
	Iteration 63Q: 3 clusters Score -2138577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2138581.500000 Penalty: 4633.188477
	Iteration 64Q: 3 clusters Score -2138582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2138593.750000 Penalty: 4633.188477
	Iteration 65Q: 3 clusters Score -2138594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2138603.250000 Penalty: 4633.188477
	Iteration 66Q: 3 clusters Score -2138603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2138622.500000 Penalty: 4633.188477
	Iteration 67Q: 3 clusters Score -2138622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2138616.500000 Penalty: 4633.188477
	Iteration 68Q: 3 clusters Score -2138616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2138623.750000 Penalty: 4633.188477
	Iteration 69Q: 3 clusters Score -2138624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2138616.750000 Penalty: 4633.188477
	Iteration 70Q: 3 clusters Score -2138617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2138619.500000 Penalty: 4633.188477
	Iteration 71Q: 3 clusters Score -2138620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2138619.250000 Penalty: 4633.188477
	Iteration 72Q: 3 clusters Score -2138619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2138628.000000 Penalty: 4633.188477
	Iteration 73Q: 3 clusters Score -2138628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2138629.250000 Penalty: 4633.188477
	Iteration 74Q: 3 clusters Score -2138629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2138624.000000 Penalty: 4633.188477
	Iteration 75Q: 3 clusters Score -2138624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2138624.000000 Penalty: 4633.188477
	Iteration 76F: 3 clusters Score -2138624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (53849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Entering Unmasked Estep 
Score: -10072857.000000 Penalty: 2701.696777
	Iteration 0F: 2 clusters Score -1.007286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -10041606.000000 Penalty: 5403.393555
	Iteration 0F: 3 clusters Score -1.004161e+07 nChanged 24936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -10055556.000000 Penalty: 5403.393555
	Iteration 1F: 3 clusters Score -1.005556e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -10056164.000000 Penalty: 5403.393555
	Iteration 2Q: 3 clusters Score -1.005616e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -10056838.000000 Penalty: 5403.393555
	Iteration 3Q: 3 clusters Score -1.005684e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -10057914.000000 Penalty: 5403.393555
	Iteration 4Q: 3 clusters Score -1.005791e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -10059493.000000 Penalty: 5403.393555
	Iteration 5F: 3 clusters Score -1.005949e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -10061976.000000 Penalty: 5403.393555
	Iteration 6F: 3 clusters Score -1.006198e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -10065662.000000 Penalty: 5403.393555
	Iteration 7F: 3 clusters Score -1.006566e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -10068002.000000 Penalty: 5403.393555
	Iteration 8F: 3 clusters Score -1.0068e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -10069600.000000 Penalty: 5403.393555
	Iteration 9F: 3 clusters Score -1.00696e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10070688.000000 Penalty: 5403.393555
	Iteration 10Q: 3 clusters Score -1.007069e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10070760.000000 Penalty: 5403.393555
	Iteration 11Q: 3 clusters Score -1.007076e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10070697.000000 Penalty: 5403.393555
	Iteration 12Q: 3 clusters Score -1.00707e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10070720.000000 Penalty: 5403.393555
	Iteration 13Q: 3 clusters Score -1.007072e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10070765.000000 Penalty: 5403.393555
	Iteration 14Q: 3 clusters Score -1.007076e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10070769.000000 Penalty: 5403.393555
	Iteration 15Q: 3 clusters Score -1.007077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10070779.000000 Penalty: 5403.393555
	Iteration 16Q: 3 clusters Score -1.007078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10070774.000000 Penalty: 5403.393555
	Iteration 17Q: 3 clusters Score -1.007077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10070765.000000 Penalty: 5403.393555
	Iteration 18Q: 3 clusters Score -1.007076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10070783.000000 Penalty: 5403.393555
	Iteration 19Q: 3 clusters Score -1.007078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10070776.000000 Penalty: 5403.393555
	Iteration 20F: 3 clusters Score -1.007078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10070772.000000 Penalty: 5403.393555
	Iteration 21Q: 3 clusters Score -1.007077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10070779.000000 Penalty: 5403.393555
	Iteration 22Q: 3 clusters Score -1.007078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10070776.000000 Penalty: 5403.393555
	Iteration 23Q: 3 clusters Score -1.007078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10070774.000000 Penalty: 5403.393555
	Iteration 24Q: 3 clusters Score -1.007077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10070755.000000 Penalty: 5403.393555
	Iteration 25Q: 3 clusters Score -1.007076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10070769.000000 Penalty: 5403.393555
	Iteration 26Q: 3 clusters Score -1.007077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10070759.000000 Penalty: 5403.393555
	Iteration 27Q: 3 clusters Score -1.007076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10070772.000000 Penalty: 5403.393555
	Iteration 28Q: 3 clusters Score -1.007077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10070755.000000 Penalty: 5403.393555
	Iteration 29Q: 3 clusters Score -1.007076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10070755.000000 Penalty: 5403.393555
	Iteration 30F: 3 clusters Score -1.007076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Entering Unmasked Estep 
Score: -3963998.500000 Penalty: 2470.924561
	Iteration 0F: 2 clusters Score -3963998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3949146.750000 Penalty: 4941.849121
	Iteration 0F: 3 clusters Score -3949147 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3954122.500000 Penalty: 4941.849121
	Iteration 1F: 3 clusters Score -3954122 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3954466.750000 Penalty: 4941.849121
	Iteration 2Q: 3 clusters Score -3954467 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
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Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 10208 members 
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Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 10142 members 
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Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 10040 members 
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Mstep: Class 1 contains 11313 members 
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Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 9813 members 
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Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9522 members 
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Mstep: Class 2 contains 9370 members 
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Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9167 members 
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Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 9190 members 
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Mstep: Class 2 contains 9253 members 
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Mstep: Class 1 contains 11824 members 
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Mstep: Class 1 contains 10791 members 
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Mstep: Class 1 contains 7383 members 
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Mstep: Class 1 contains 6596 members 
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	Iteration 79Q: 3 clusters Score -3961438 nChanged 16
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	Iteration 80F: 3 clusters Score -3961436 nChanged 13
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	Iteration 86Q: 3 clusters Score -3961446 nChanged 5
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	Iteration 89Q: 3 clusters Score -3961440 nChanged 3
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	Iteration 94Q: 3 clusters Score -3961440 nChanged 2
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	Iteration 95Q: 3 clusters Score -3961439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3961440.500000 Penalty: 4941.849121
	Iteration 96Q: 3 clusters Score -3961440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3961441.500000 Penalty: 4941.849121
	Iteration 97Q: 3 clusters Score -3961442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3961442.750000 Penalty: 4941.849121
	Iteration 98Q: 3 clusters Score -3961443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3961435.250000 Penalty: 4941.849121
	Iteration 99Q: 3 clusters Score -3961435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3961435.250000 Penalty: 4941.849121
	Iteration 100F: 3 clusters Score -3961435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3961434.250000 Penalty: 4941.849121
	Iteration 101Q: 3 clusters Score -3961434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3961435.500000 Penalty: 4941.849121
	Iteration 102Q: 3 clusters Score -3961436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3961437.000000 Penalty: 4941.849121
	Iteration 103Q: 3 clusters Score -3961437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3961430.750000 Penalty: 4941.849121
	Iteration 104Q: 3 clusters Score -3961431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3961434.250000 Penalty: 4941.849121
	Iteration 105Q: 3 clusters Score -3961434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3961430.250000 Penalty: 4941.849121
	Iteration 106Q: 3 clusters Score -3961430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3961432.750000 Penalty: 4941.849121
	Iteration 107Q: 3 clusters Score -3961433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3961429.750000 Penalty: 4941.849121
	Iteration 108Q: 3 clusters Score -3961430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3961429.000000 Penalty: 4941.849121
	Iteration 109Q: 3 clusters Score -3961429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3961427.750000 Penalty: 4941.849121
	Iteration 110Q: 3 clusters Score -3961428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3961428.250000 Penalty: 4941.849121
	Iteration 111Q: 3 clusters Score -3961428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3961425.000000 Penalty: 4941.849121
	Iteration 112Q: 3 clusters Score -3961425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3961421.750000 Penalty: 4941.849121
	Iteration 113Q: 3 clusters Score -3961422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3961424.750000 Penalty: 4941.849121
	Iteration 114Q: 3 clusters Score -3961425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3961427.250000 Penalty: 4941.849121
	Iteration 115Q: 3 clusters Score -3961427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3961430.250000 Penalty: 4941.849121
	Iteration 116Q: 3 clusters Score -3961430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3961428.000000 Penalty: 4941.849121
	Iteration 117Q: 3 clusters Score -3961428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3961429.750000 Penalty: 4941.849121
	Iteration 118Q: 3 clusters Score -3961430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3961425.250000 Penalty: 4941.849121
	Iteration 119Q: 3 clusters Score -3961425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3961433.500000 Penalty: 4941.849121
	Iteration 120F: 3 clusters Score -3961434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3961430.250000 Penalty: 4941.849121
	Iteration 121Q: 3 clusters Score -3961430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3961434.500000 Penalty: 4941.849121
	Iteration 122Q: 3 clusters Score -3961434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3961434.500000 Penalty: 4941.849121
	Iteration 123Q: 3 clusters Score -3961434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3961430.000000 Penalty: 4941.849121
	Iteration 124Q: 3 clusters Score -3961430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3961438.250000 Penalty: 4941.849121
	Iteration 125Q: 3 clusters Score -3961438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3961438.250000 Penalty: 4941.849121
	Iteration 126F: 3 clusters Score -3961438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Entering Unmasked Estep 
Score: -4522444.500000 Penalty: 2502.743652
	Iteration 0F: 2 clusters Score -4522444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4505702.000000 Penalty: 5005.487305
	Iteration 0F: 3 clusters Score -4505702 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -4511597.000000 Penalty: 5005.487305
	Iteration 1F: 3 clusters Score -4511597 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -4512059.000000 Penalty: 5005.487305
	Iteration 2F: 3 clusters Score -4512059 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4512440.500000 Penalty: 5005.487305
	Iteration 3Q: 3 clusters Score -4512440 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -4512781.000000 Penalty: 5005.487305
	Iteration 4Q: 3 clusters Score -4512781 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4513145.000000 Penalty: 5005.487305
	Iteration 5Q: 3 clusters Score -4513145 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4513499.000000 Penalty: 5005.487305
	Iteration 6Q: 3 clusters Score -4513499 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -4513963.500000 Penalty: 5005.487305
	Iteration 7Q: 3 clusters Score -4513964 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4514534.000000 Penalty: 5005.487305
	Iteration 8Q: 3 clusters Score -4514534 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -4515232.000000 Penalty: 5005.487305
	Iteration 9Q: 3 clusters Score -4515232 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -4516167.000000 Penalty: 5005.487305
	Iteration 10F: 3 clusters Score -4516167 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4517148.000000 Penalty: 5005.487305
	Iteration 11F: 3 clusters Score -4517148 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -4517986.500000 Penalty: 5005.487305
	Iteration 12Q: 3 clusters Score -4517986 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -4518599.500000 Penalty: 5005.487305
	Iteration 13Q: 3 clusters Score -4518600 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4519069.500000 Penalty: 5005.487305
	Iteration 14Q: 3 clusters Score -4519070 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -4519448.000000 Penalty: 5005.487305
	Iteration 15Q: 3 clusters Score -4519448 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -4519694.500000 Penalty: 5005.487305
	Iteration 16Q: 3 clusters Score -4519694 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4519845.500000 Penalty: 5005.487305
	Iteration 17Q: 3 clusters Score -4519846 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -4519980.500000 Penalty: 5005.487305
	Iteration 18Q: 3 clusters Score -4519980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4520067.500000 Penalty: 5005.487305
	Iteration 19Q: 3 clusters Score -4520068 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4520128.500000 Penalty: 5005.487305
	Iteration 20F: 3 clusters Score -4520128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4520193.000000 Penalty: 5005.487305
	Iteration 21Q: 3 clusters Score -4520193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -4520235.000000 Penalty: 5005.487305
	Iteration 22Q: 3 clusters Score -4520235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -4520266.000000 Penalty: 5005.487305
	Iteration 23Q: 3 clusters Score -4520266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -4520273.500000 Penalty: 5005.487305
	Iteration 24Q: 3 clusters Score -4520274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -4520279.500000 Penalty: 5005.487305
	Iteration 25Q: 3 clusters Score -4520280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -4520287.000000 Penalty: 5005.487305
	Iteration 26Q: 3 clusters Score -4520287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -4520296.500000 Penalty: 5005.487305
	Iteration 27Q: 3 clusters Score -4520296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -4520297.500000 Penalty: 5005.487305
	Iteration 28Q: 3 clusters Score -4520298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -4520293.500000 Penalty: 5005.487305
	Iteration 29Q: 3 clusters Score -4520294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4520291.000000 Penalty: 5005.487305
	Iteration 30Q: 3 clusters Score -4520291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -4520291.500000 Penalty: 5005.487305
	Iteration 31Q: 3 clusters Score -4520292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -4520296.000000 Penalty: 5005.487305
	Iteration 32Q: 3 clusters Score -4520296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -4520299.500000 Penalty: 5005.487305
	Iteration 33Q: 3 clusters Score -4520300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -4520300.500000 Penalty: 5005.487305
	Iteration 34Q: 3 clusters Score -4520300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -4520293.000000 Penalty: 5005.487305
	Iteration 35Q: 3 clusters Score -4520293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -4520301.000000 Penalty: 5005.487305
	Iteration 36Q: 3 clusters Score -4520301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -4520304.000000 Penalty: 5005.487305
	Iteration 37Q: 3 clusters Score -4520304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4520307.000000 Penalty: 5005.487305
	Iteration 38Q: 3 clusters Score -4520307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4520309.500000 Penalty: 5005.487305
	Iteration 39Q: 3 clusters Score -4520310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4520309.500000 Penalty: 5005.487305
	Iteration 40F: 3 clusters Score -4520310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Entering Unmasked Estep 
Score: -7419239.000000 Penalty: 2625.773438
	Iteration 0F: 2 clusters Score -7419239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -7392606.500000 Penalty: 5251.546875
	Iteration 0F: 3 clusters Score -7392606 nChanged 18184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -7402764.500000 Penalty: 5251.546875
	Iteration 1F: 3 clusters Score -7402764 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -7403324.500000 Penalty: 5251.546875
	Iteration 2Q: 3 clusters Score -7403324 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -7403929.500000 Penalty: 5251.546875
	Iteration 3Q: 3 clusters Score -7403930 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -7404636.500000 Penalty: 5251.546875
	Iteration 4Q: 3 clusters Score -7404636 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -7405654.500000 Penalty: 5251.546875
	Iteration 5F: 3 clusters Score -7405654 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -7407123.000000 Penalty: 5251.546875
	Iteration 6F: 3 clusters Score -7407123 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -7409160.500000 Penalty: 5251.546875
	Iteration 7F: 3 clusters Score -7409160 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -7411548.500000 Penalty: 5251.546875
	Iteration 8F: 3 clusters Score -7411548 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -7413881.500000 Penalty: 5251.546875
	Iteration 9F: 3 clusters Score -7413882 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -7415490.500000 Penalty: 5251.546875
	Iteration 10Q: 3 clusters Score -7415490 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -7416196.500000 Penalty: 5251.546875
	Iteration 11Q: 3 clusters Score -7416196 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -7416558.500000 Penalty: 5251.546875
	Iteration 12Q: 3 clusters Score -7416558 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -7416695.000000 Penalty: 5251.546875
	Iteration 13Q: 3 clusters Score -7416695 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -7416805.500000 Penalty: 5251.546875
	Iteration 14Q: 3 clusters Score -7416806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -7416863.500000 Penalty: 5251.546875
	Iteration 15Q: 3 clusters Score -7416864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -7416915.500000 Penalty: 5251.546875
	Iteration 16Q: 3 clusters Score -7416916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -7416915.500000 Penalty: 5251.546875
	Iteration 17Q: 3 clusters Score -7416916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -7416944.000000 Penalty: 5251.546875
	Iteration 18Q: 3 clusters Score -7416944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -7416944.000000 Penalty: 5251.546875
	Iteration 19Q: 3 clusters Score -7416944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7416948.500000 Penalty: 5251.546875
	Iteration 20F: 3 clusters Score -7416948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -7416949.500000 Penalty: 5251.546875
	Iteration 21Q: 3 clusters Score -7416950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7416965.500000 Penalty: 5251.546875
	Iteration 22Q: 3 clusters Score -7416966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7416965.500000 Penalty: 5251.546875
	Iteration 23F: 3 clusters Score -7416966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (49256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Entering Unmasked Estep 
Score: -9212219.000000 Penalty: 2679.587158
	Iteration 0F: 2 clusters Score -9212219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -9185663.000000 Penalty: 5359.174316
	Iteration 0F: 3 clusters Score -9185663 nChanged 22713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -9198255.000000 Penalty: 5359.174316
	Iteration 1F: 3 clusters Score -9198255 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -9198896.000000 Penalty: 5359.174316
	Iteration 2F: 3 clusters Score -9198896 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -9199750.000000 Penalty: 5359.174316
	Iteration 3F: 3 clusters Score -9199750 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -9201003.000000 Penalty: 5359.174316
	Iteration 4F: 3 clusters Score -9201003 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -9202776.000000 Penalty: 5359.174316
	Iteration 5F: 3 clusters Score -9202776 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -9205494.000000 Penalty: 5359.174316
	Iteration 6F: 3 clusters Score -9205494 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -9208410.000000 Penalty: 5359.174316
	Iteration 7F: 3 clusters Score -9208410 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -9211090.000000 Penalty: 5359.174316
	Iteration 8F: 3 clusters Score -9211090 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -9212745.000000 Penalty: 5359.174316
	Iteration 9Q: 3 clusters Score -9212745 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -9213855.000000 Penalty: 5359.174316
	Iteration 10Q: 3 clusters Score -9213855 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -9214101.000000 Penalty: 5359.174316
	Iteration 11Q: 3 clusters Score -9214101 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -9213052.000000 Penalty: 5359.174316
	Iteration 12Q: 3 clusters Score -9213052 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -9211996.000000 Penalty: 5359.174316
	Iteration 13Q: 3 clusters Score -9211996 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -9211117.000000 Penalty: 5359.174316
	Iteration 14Q: 3 clusters Score -9211117 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -9210619.000000 Penalty: 5359.174316
	Iteration 15Q: 3 clusters Score -9210619 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -9210260.000000 Penalty: 5359.174316
	Iteration 16Q: 3 clusters Score -9210260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -9210223.000000 Penalty: 5359.174316
	Iteration 17Q: 3 clusters Score -9210223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -9210281.000000 Penalty: 5359.174316
	Iteration 18Q: 3 clusters Score -9210281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -9210268.000000 Penalty: 5359.174316
	Iteration 19Q: 3 clusters Score -9210268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -9210201.000000 Penalty: 5359.174316
	Iteration 20F: 3 clusters Score -9210201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -9210197.000000 Penalty: 5359.174316
	Iteration 21Q: 3 clusters Score -9210197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -9210157.000000 Penalty: 5359.174316
	Iteration 22Q: 3 clusters Score -9210157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -9210202.000000 Penalty: 5359.174316
	Iteration 23Q: 3 clusters Score -9210202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -9210202.000000 Penalty: 5359.174316
	Iteration 24F: 3 clusters Score -9210202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (60010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Entering Unmasked Estep 
Score: -11209236.000000 Penalty: 2728.562256
	Iteration 0F: 2 clusters Score -1.120924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -11177230.000000 Penalty: 5457.124512
	Iteration 0F: 3 clusters Score -1.117723e+07 nChanged 27946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -11193817.000000 Penalty: 5457.124512
	Iteration 1F: 3 clusters Score -1.119382e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -11195345.000000 Penalty: 5457.124512
	Iteration 2F: 3 clusters Score -1.119534e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -11197064.000000 Penalty: 5457.124512
	Iteration 3F: 3 clusters Score -1.119706e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -11199394.000000 Penalty: 5457.124512
	Iteration 4F: 3 clusters Score -1.119939e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -11202277.000000 Penalty: 5457.124512
	Iteration 5F: 3 clusters Score -1.120228e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -11205865.000000 Penalty: 5457.124512
	Iteration 6F: 3 clusters Score -1.120586e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -11209042.000000 Penalty: 5457.124512
	Iteration 7F: 3 clusters Score -1.120904e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -11210995.000000 Penalty: 5457.124512
	Iteration 8Q: 3 clusters Score -1.1211e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -11212126.000000 Penalty: 5457.124512
	Iteration 9Q: 3 clusters Score -1.121213e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -11212893.000000 Penalty: 5457.124512
	Iteration 10Q: 3 clusters Score -1.121289e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -11213319.000000 Penalty: 5457.124512
	Iteration 11Q: 3 clusters Score -1.121332e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -11213755.000000 Penalty: 5457.124512
	Iteration 12Q: 3 clusters Score -1.121376e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -11214020.000000 Penalty: 5457.124512
	Iteration 13Q: 3 clusters Score -1.121402e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -11214158.000000 Penalty: 5457.124512
	Iteration 14Q: 3 clusters Score -1.121416e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -11214222.000000 Penalty: 5457.124512
	Iteration 15Q: 3 clusters Score -1.121422e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -11214250.000000 Penalty: 5457.124512
	Iteration 16Q: 3 clusters Score -1.121425e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -11214299.000000 Penalty: 5457.124512
	Iteration 17Q: 3 clusters Score -1.12143e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -11214292.000000 Penalty: 5457.124512
	Iteration 18Q: 3 clusters Score -1.121429e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -11214319.000000 Penalty: 5457.124512
	Iteration 19Q: 3 clusters Score -1.121432e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -11214341.000000 Penalty: 5457.124512
	Iteration 20F: 3 clusters Score -1.121434e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -11214329.000000 Penalty: 5457.124512
	Iteration 21Q: 3 clusters Score -1.121433e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -11214324.000000 Penalty: 5457.124512
	Iteration 22Q: 3 clusters Score -1.121432e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -11214310.000000 Penalty: 5457.124512
	Iteration 23Q: 3 clusters Score -1.121431e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -11214306.000000 Penalty: 5457.124512
	Iteration 24Q: 3 clusters Score -1.121431e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -11214325.000000 Penalty: 5457.124512
	Iteration 25Q: 3 clusters Score -1.121432e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -11214335.000000 Penalty: 5457.124512
	Iteration 26Q: 3 clusters Score -1.121434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -11214343.000000 Penalty: 5457.124512
	Iteration 27Q: 3 clusters Score -1.121434e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -11214321.000000 Penalty: 5457.124512
	Iteration 28Q: 3 clusters Score -1.121432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -11214339.000000 Penalty: 5457.124512
	Iteration 29Q: 3 clusters Score -1.121434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -11214352.000000 Penalty: 5457.124512
	Iteration 30Q: 3 clusters Score -1.121435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -11214344.000000 Penalty: 5457.124512
	Iteration 31Q: 3 clusters Score -1.121434e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -11214347.000000 Penalty: 5457.124512
	Iteration 32Q: 3 clusters Score -1.121435e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -11214361.000000 Penalty: 5457.124512
	Iteration 33Q: 3 clusters Score -1.121436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -11214358.000000 Penalty: 5457.124512
	Iteration 34Q: 3 clusters Score -1.121436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -11214356.000000 Penalty: 5457.124512
	Iteration 35Q: 3 clusters Score -1.121436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -11214370.000000 Penalty: 5457.124512
	Iteration 36Q: 3 clusters Score -1.121437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -11214367.000000 Penalty: 5457.124512
	Iteration 37Q: 3 clusters Score -1.121437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -11214377.000000 Penalty: 5457.124512
	Iteration 38Q: 3 clusters Score -1.121438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -11214365.000000 Penalty: 5457.124512
	Iteration 39Q: 3 clusters Score -1.121436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -11214370.000000 Penalty: 5457.124512
	Iteration 40F: 3 clusters Score -1.121437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -11214379.000000 Penalty: 5457.124512
	Iteration 41Q: 3 clusters Score -1.121438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -11214383.000000 Penalty: 5457.124512
	Iteration 42Q: 3 clusters Score -1.121438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -11214378.000000 Penalty: 5457.124512
	Iteration 43Q: 3 clusters Score -1.121438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -11214376.000000 Penalty: 5457.124512
	Iteration 44Q: 3 clusters Score -1.121438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -11214375.000000 Penalty: 5457.124512
	Iteration 45Q: 3 clusters Score -1.121438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -11214375.000000 Penalty: 5457.124512
	Iteration 46Q: 3 clusters Score -1.121438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -11214353.000000 Penalty: 5457.124512
	Iteration 47Q: 3 clusters Score -1.121435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -11214358.000000 Penalty: 5457.124512
	Iteration 48Q: 3 clusters Score -1.121436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -11214343.000000 Penalty: 5457.124512
	Iteration 49Q: 3 clusters Score -1.121434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -11214337.000000 Penalty: 5457.124512
	Iteration 50Q: 3 clusters Score -1.121434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -11214345.000000 Penalty: 5457.124512
	Iteration 51Q: 3 clusters Score -1.121434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -11214344.000000 Penalty: 5457.124512
	Iteration 52Q: 3 clusters Score -1.121434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -11214336.000000 Penalty: 5457.124512
	Iteration 53Q: 3 clusters Score -1.121434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -11214334.000000 Penalty: 5457.124512
	Iteration 54Q: 3 clusters Score -1.121433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -11214326.000000 Penalty: 5457.124512
	Iteration 55Q: 3 clusters Score -1.121433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -11214323.000000 Penalty: 5457.124512
	Iteration 56Q: 3 clusters Score -1.121432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -11214328.000000 Penalty: 5457.124512
	Iteration 57Q: 3 clusters Score -1.121433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -11214312.000000 Penalty: 5457.124512
	Iteration 58Q: 3 clusters Score -1.121431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -11214314.000000 Penalty: 5457.124512
	Iteration 59Q: 3 clusters Score -1.121431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -11214322.000000 Penalty: 5457.124512
	Iteration 60F: 3 clusters Score -1.121432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -11214314.000000 Penalty: 5457.124512
	Iteration 61Q: 3 clusters Score -1.121431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -11214326.000000 Penalty: 5457.124512
	Iteration 62Q: 3 clusters Score -1.121433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -11214326.000000 Penalty: 5457.124512
	Iteration 63F: 3 clusters Score -1.121433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47389 members 
Mstep: Class 7 contains 6708 members 
Mstep: Class 8 contains 13718 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 7643 members 
Mstep: Class 14 contains 27762 members 
Mstep: Class 15 contains 22011 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33532 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 10814 members 
Mstep: Class 21 contains 42065 members 
Mstep: Class 22 contains 44016 members 
Mstep: Class 23 contains 38530 members 
Mstep: Class 24 contains 25896 members 
Mstep: Class 25 contains 24526 members 
Mstep: Class 26 contains 11397 members 
Mstep: Class 27 contains 53849 members 
Mstep: Class 28 contains 21235 members 
Mstep: Class 29 contains 24142 members 
Mstep: Class 30 contains 39648 members 
Mstep: Class 31 contains 49256 members 
Mstep: Class 32 contains 37999 members 
Entering Unmasked Estep 
Score: -110184152.000000 Penalty: 105620.539062
Splitting cluster 32 changes total score from -110180952.000000 to -110184152.000000
So it's getting split into cluster 15.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47389 members 
Mstep: Class 7 contains 6708 members 
Mstep: Class 8 contains 13718 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 7643 members 
Mstep: Class 14 contains 27762 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33532 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 10814 members 
Mstep: Class 21 contains 42065 members 
Mstep: Class 22 contains 44016 members 
Mstep: Class 23 contains 38530 members 
Mstep: Class 24 contains 25896 members 
Mstep: Class 25 contains 24526 members 
Mstep: Class 26 contains 11397 members 
Mstep: Class 27 contains 53849 members 
Mstep: Class 28 contains 21235 members 
Mstep: Class 29 contains 24142 members 
Mstep: Class 30 contains 39648 members 
Mstep: Class 31 contains 49256 members 
Mstep: Class 32 contains 37999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185456.000000 Penalty: 105620.539062
Iteration 399Q: 33 clusters Score -1.101855e+08 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47408 members 
Mstep: Class 7 contains 6607 members 
Mstep: Class 8 contains 13669 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4621 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 7539 members 
Mstep: Class 14 contains 27772 members 
Mstep: Class 15 contains 21763 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33601 members 
Mstep: Class 19 contains 5416 members 
Mstep: Class 20 contains 10786 members 
Mstep: Class 21 contains 41908 members 
Mstep: Class 22 contains 44194 members 
Mstep: Class 23 contains 38524 members 
Mstep: Class 24 contains 25992 members 
Mstep: Class 25 contains 24317 members 
Mstep: Class 26 contains 11433 members 
Mstep: Class 27 contains 54469 members 
Mstep: Class 28 contains 21429 members 
Mstep: Class 29 contains 23764 members 
Mstep: Class 30 contains 38824 members 
Mstep: Class 31 contains 48951 members 
Mstep: Class 32 contains 39253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193688.000000 Penalty: 105620.539062
Iteration 400F: 33 clusters Score -1.101937e+08 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47212 members 
Mstep: Class 7 contains 6507 members 
Mstep: Class 8 contains 13627 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4616 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 7397 members 
Mstep: Class 14 contains 27777 members 
Mstep: Class 15 contains 23880 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33340 members 
Mstep: Class 19 contains 5325 members 
Mstep: Class 20 contains 10702 members 
Mstep: Class 21 contains 40196 members 
Mstep: Class 22 contains 42271 members 
Mstep: Class 23 contains 38485 members 
Mstep: Class 24 contains 26122 members 
Mstep: Class 25 contains 23257 members 
Mstep: Class 26 contains 11470 members 
Mstep: Class 27 contains 57193 members 
Mstep: Class 28 contains 21599 members 
Mstep: Class 29 contains 23448 members 
Mstep: Class 30 contains 37910 members 
Mstep: Class 31 contains 49639 members 
Mstep: Class 32 contains 40267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191008.000000 Penalty: 105620.539062
Iteration 401Q: 33 clusters Score -1.10191e+08 nChanged 18691
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47114 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 13582 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 7280 members 
Mstep: Class 14 contains 27774 members 
Mstep: Class 15 contains 25867 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33159 members 
Mstep: Class 19 contains 5290 members 
Mstep: Class 20 contains 10664 members 
Mstep: Class 21 contains 38574 members 
Mstep: Class 22 contains 40945 members 
Mstep: Class 23 contains 38484 members 
Mstep: Class 24 contains 26210 members 
Mstep: Class 25 contains 22207 members 
Mstep: Class 26 contains 11472 members 
Mstep: Class 27 contains 60539 members 
Mstep: Class 28 contains 21774 members 
Mstep: Class 29 contains 23307 members 
Mstep: Class 30 contains 37106 members 
Mstep: Class 31 contains 48927 members 
Mstep: Class 32 contains 40957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188664.000000 Penalty: 105620.539062
Iteration 402Q: 33 clusters Score -1.101887e+08 nChanged 16217
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47102 members 
Mstep: Class 7 contains 6286 members 
Mstep: Class 8 contains 13530 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 27758 members 
Mstep: Class 15 contains 27939 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33058 members 
Mstep: Class 19 contains 5261 members 
Mstep: Class 20 contains 10659 members 
Mstep: Class 21 contains 37297 members 
Mstep: Class 22 contains 39802 members 
Mstep: Class 23 contains 38477 members 
Mstep: Class 24 contains 26285 members 
Mstep: Class 25 contains 21273 members 
Mstep: Class 26 contains 11508 members 
Mstep: Class 27 contains 62231 members 
Mstep: Class 28 contains 21910 members 
Mstep: Class 29 contains 23293 members 
Mstep: Class 30 contains 36153 members 
Mstep: Class 31 contains 48901 members 
Mstep: Class 32 contains 41767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187488.000000 Penalty: 105620.539062
Iteration 403Q: 33 clusters Score -1.101875e+08 nChanged 13581
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47103 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 13501 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 7070 members 
Mstep: Class 14 contains 27742 members 
Mstep: Class 15 contains 30105 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32996 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 10648 members 
Mstep: Class 21 contains 35875 members 
Mstep: Class 22 contains 39064 members 
Mstep: Class 23 contains 38494 members 
Mstep: Class 24 contains 26348 members 
Mstep: Class 25 contains 20523 members 
Mstep: Class 26 contains 11534 members 
Mstep: Class 27 contains 63070 members 
Mstep: Class 28 contains 22096 members 
Mstep: Class 29 contains 23471 members 
Mstep: Class 30 contains 35207 members 
Mstep: Class 31 contains 49138 members 
Mstep: Class 32 contains 42283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186392.000000 Penalty: 105620.539062
Iteration 404Q: 33 clusters Score -1.101864e+08 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2597 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47197 members 
Mstep: Class 7 contains 6068 members 
Mstep: Class 8 contains 13471 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 27730 members 
Mstep: Class 15 contains 32185 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32948 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 34298 members 
Mstep: Class 22 contains 38557 members 
Mstep: Class 23 contains 38505 members 
Mstep: Class 24 contains 26394 members 
Mstep: Class 25 contains 19943 members 
Mstep: Class 26 contains 11516 members 
Mstep: Class 27 contains 63837 members 
Mstep: Class 28 contains 22266 members 
Mstep: Class 29 contains 23674 members 
Mstep: Class 30 contains 34286 members 
Mstep: Class 31 contains 49487 members 
Mstep: Class 32 contains 42489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185608.000000 Penalty: 105620.539062
Iteration 405Q: 33 clusters Score -1.101856e+08 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47261 members 
Mstep: Class 7 contains 5979 members 
Mstep: Class 8 contains 13433 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4578 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 27728 members 
Mstep: Class 15 contains 34238 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32903 members 
Mstep: Class 19 contains 5210 members 
Mstep: Class 20 contains 10641 members 
Mstep: Class 21 contains 33027 members 
Mstep: Class 22 contains 38548 members 
Mstep: Class 23 contains 38521 members 
Mstep: Class 24 contains 26479 members 
Mstep: Class 25 contains 19458 members 
Mstep: Class 26 contains 11490 members 
Mstep: Class 27 contains 64023 members 
Mstep: Class 28 contains 22418 members 
Mstep: Class 29 contains 23864 members 
Mstep: Class 30 contains 33544 members 
Mstep: Class 31 contains 49489 members 
Mstep: Class 32 contains 42563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185688.000000 Penalty: 105620.539062
Iteration 406Q: 33 clusters Score -1.101857e+08 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47289 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 13400 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 27726 members 
Mstep: Class 15 contains 36544 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32865 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 20 contains 10638 members 
Mstep: Class 21 contains 32063 members 
Mstep: Class 22 contains 38803 members 
Mstep: Class 23 contains 38549 members 
Mstep: Class 24 contains 26554 members 
Mstep: Class 25 contains 18993 members 
Mstep: Class 26 contains 11481 members 
Mstep: Class 27 contains 63681 members 
Mstep: Class 28 contains 22482 members 
Mstep: Class 29 contains 24140 members 
Mstep: Class 30 contains 32746 members 
Mstep: Class 31 contains 49261 members 
Mstep: Class 32 contains 42637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185408.000000 Penalty: 105620.539062
Iteration 407Q: 33 clusters Score -1.101854e+08 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2591 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47311 members 
Mstep: Class 7 contains 5788 members 
Mstep: Class 8 contains 13385 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 27732 members 
Mstep: Class 15 contains 39025 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32858 members 
Mstep: Class 19 contains 5150 members 
Mstep: Class 20 contains 10628 members 
Mstep: Class 21 contains 31143 members 
Mstep: Class 22 contains 39089 members 
Mstep: Class 23 contains 38584 members 
Mstep: Class 24 contains 26623 members 
Mstep: Class 25 contains 18460 members 
Mstep: Class 26 contains 11463 members 
Mstep: Class 27 contains 63409 members 
Mstep: Class 28 contains 22521 members 
Mstep: Class 29 contains 24422 members 
Mstep: Class 30 contains 31980 members 
Mstep: Class 31 contains 48976 members 
Mstep: Class 32 contains 42458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185408.000000 Penalty: 105620.539062
Iteration 408Q: 33 clusters Score -1.101854e+08 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47378 members 
Mstep: Class 7 contains 5688 members 
Mstep: Class 8 contains 13383 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4561 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 27744 members 
Mstep: Class 15 contains 41288 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32844 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 20 contains 10587 members 
Mstep: Class 21 contains 30350 members 
Mstep: Class 22 contains 39347 members 
Mstep: Class 23 contains 38640 members 
Mstep: Class 24 contains 26721 members 
Mstep: Class 25 contains 17933 members 
Mstep: Class 26 contains 11376 members 
Mstep: Class 27 contains 63212 members 
Mstep: Class 28 contains 22515 members 
Mstep: Class 29 contains 24646 members 
Mstep: Class 30 contains 31273 members 
Mstep: Class 31 contains 48855 members 
Mstep: Class 32 contains 42199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185144.000000 Penalty: 105620.539062
Iteration 409Q: 33 clusters Score -1.101851e+08 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47441 members 
Mstep: Class 7 contains 5604 members 
Mstep: Class 8 contains 13384 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4555 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 27749 members 
Mstep: Class 15 contains 43249 members 
Mstep: Class 16 contains 833 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32818 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 10582 members 
Mstep: Class 21 contains 29761 members 
Mstep: Class 22 contains 39528 members 
Mstep: Class 23 contains 38677 members 
Mstep: Class 24 contains 26839 members 
Mstep: Class 25 contains 17374 members 
Mstep: Class 26 contains 11296 members 
Mstep: Class 27 contains 63434 members 
Mstep: Class 28 contains 22611 members 
Mstep: Class 29 contains 24728 members 
Mstep: Class 30 contains 30640 members 
Mstep: Class 31 contains 48636 members 
Mstep: Class 32 contains 41762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184960.000000 Penalty: 105620.539062
Iteration 410Q: 33 clusters Score -1.10185e+08 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2575 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47475 members 
Mstep: Class 7 contains 5505 members 
Mstep: Class 8 contains 13381 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 27766 members 
Mstep: Class 15 contains 45077 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32775 members 
Mstep: Class 19 contains 5089 members 
Mstep: Class 20 contains 10568 members 
Mstep: Class 21 contains 29261 members 
Mstep: Class 22 contains 39757 members 
Mstep: Class 23 contains 38699 members 
Mstep: Class 24 contains 26948 members 
Mstep: Class 25 contains 16705 members 
Mstep: Class 26 contains 11179 members 
Mstep: Class 27 contains 63756 members 
Mstep: Class 28 contains 22693 members 
Mstep: Class 29 contains 24802 members 
Mstep: Class 30 contains 30016 members 
Mstep: Class 31 contains 48632 members 
Mstep: Class 32 contains 41218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184096.000000 Penalty: 105620.539062
Iteration 411Q: 33 clusters Score -1.101841e+08 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47518 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 13373 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 6385 members 
Mstep: Class 14 contains 27792 members 
Mstep: Class 15 contains 46648 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32763 members 
Mstep: Class 19 contains 5081 members 
Mstep: Class 20 contains 10563 members 
Mstep: Class 21 contains 28679 members 
Mstep: Class 22 contains 40022 members 
Mstep: Class 23 contains 38709 members 
Mstep: Class 24 contains 27081 members 
Mstep: Class 25 contains 16051 members 
Mstep: Class 26 contains 11111 members 
Mstep: Class 27 contains 64441 members 
Mstep: Class 28 contains 22710 members 
Mstep: Class 29 contains 24750 members 
Mstep: Class 30 contains 29587 members 
Mstep: Class 31 contains 48659 members 
Mstep: Class 32 contains 40403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183512.000000 Penalty: 105620.539062
Iteration 412Q: 33 clusters Score -1.101835e+08 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47569 members 
Mstep: Class 7 contains 5332 members 
Mstep: Class 8 contains 13364 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 27820 members 
Mstep: Class 15 contains 47323 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32697 members 
Mstep: Class 19 contains 5075 members 
Mstep: Class 20 contains 10541 members 
Mstep: Class 21 contains 28209 members 
Mstep: Class 22 contains 40263 members 
Mstep: Class 23 contains 38649 members 
Mstep: Class 24 contains 27260 members 
Mstep: Class 25 contains 15331 members 
Mstep: Class 26 contains 11078 members 
Mstep: Class 27 contains 64969 members 
Mstep: Class 28 contains 22710 members 
Mstep: Class 29 contains 24652 members 
Mstep: Class 30 contains 29188 members 
Mstep: Class 31 contains 48827 members 
Mstep: Class 32 contains 40569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182872.000000 Penalty: 105620.539062
Iteration 413Q: 33 clusters Score -1.101829e+08 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 47599 members 
Mstep: Class 7 contains 5253 members 
Mstep: Class 8 contains 13342 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 6264 members 
Mstep: Class 14 contains 27842 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32612 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 10531 members 
Mstep: Class 21 contains 27766 members 
Mstep: Class 22 contains 40579 members 
Mstep: Class 23 contains 38617 members 
Mstep: Class 24 contains 27403 members 
Mstep: Class 25 contains 14614 members 
Mstep: Class 26 contains 11074 members 
Mstep: Class 27 contains 65711 members 
Mstep: Class 28 contains 22710 members 
Mstep: Class 29 contains 24592 members 
Mstep: Class 30 contains 28626 members 
Mstep: Class 31 contains 49011 members 
Mstep: Class 32 contains 41260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182152.000000 Penalty: 105620.539062
Iteration 414Q: 33 clusters Score -1.101822e+08 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2550 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47642 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 13304 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 6201 members 
Mstep: Class 14 contains 27846 members 
Mstep: Class 15 contains 47258 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32534 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 27488 members 
Mstep: Class 22 contains 40812 members 
Mstep: Class 23 contains 38539 members 
Mstep: Class 24 contains 27579 members 
Mstep: Class 25 contains 13866 members 
Mstep: Class 26 contains 11076 members 
Mstep: Class 27 contains 66413 members 
Mstep: Class 28 contains 22749 members 
Mstep: Class 29 contains 24506 members 
Mstep: Class 30 contains 27966 members 
Mstep: Class 31 contains 49235 members 
Mstep: Class 32 contains 41979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181400.000000 Penalty: 105620.539062
Iteration 415Q: 33 clusters Score -1.101814e+08 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47740 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 13275 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 27844 members 
Mstep: Class 15 contains 47314 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32485 members 
Mstep: Class 19 contains 5055 members 
Mstep: Class 20 contains 10501 members 
Mstep: Class 21 contains 27334 members 
Mstep: Class 22 contains 41146 members 
Mstep: Class 23 contains 38497 members 
Mstep: Class 24 contains 27741 members 
Mstep: Class 25 contains 13091 members 
Mstep: Class 26 contains 11077 members 
Mstep: Class 27 contains 67006 members 
Mstep: Class 28 contains 22704 members 
Mstep: Class 29 contains 24471 members 
Mstep: Class 30 contains 27175 members 
Mstep: Class 31 contains 49404 members 
Mstep: Class 32 contains 42641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180592.000000 Penalty: 105620.539062
Iteration 416Q: 33 clusters Score -1.101806e+08 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2543 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47789 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 13231 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 6107 members 
Mstep: Class 14 contains 27851 members 
Mstep: Class 15 contains 47312 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32482 members 
Mstep: Class 19 contains 5057 members 
Mstep: Class 20 contains 10467 members 
Mstep: Class 21 contains 27230 members 
Mstep: Class 22 contains 41485 members 
Mstep: Class 23 contains 38442 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 12284 members 
Mstep: Class 26 contains 11078 members 
Mstep: Class 27 contains 67596 members 
Mstep: Class 28 contains 22611 members 
Mstep: Class 29 contains 24437 members 
Mstep: Class 30 contains 26451 members 
Mstep: Class 31 contains 49603 members 
Mstep: Class 32 contains 43306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179032.000000 Penalty: 105620.539062
Iteration 417Q: 33 clusters Score -1.10179e+08 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47872 members 
Mstep: Class 7 contains 4985 members 
Mstep: Class 8 contains 13202 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4532 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 6071 members 
Mstep: Class 14 contains 27851 members 
Mstep: Class 15 contains 47403 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32445 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 10424 members 
Mstep: Class 21 contains 27130 members 
Mstep: Class 22 contains 41843 members 
Mstep: Class 23 contains 38396 members 
Mstep: Class 24 contains 28088 members 
Mstep: Class 25 contains 11508 members 
Mstep: Class 26 contains 11090 members 
Mstep: Class 27 contains 68360 members 
Mstep: Class 28 contains 22504 members 
Mstep: Class 29 contains 24515 members 
Mstep: Class 30 contains 25583 members 
Mstep: Class 31 contains 49582 members 
Mstep: Class 32 contains 43876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178248.000000 Penalty: 105620.539062
Iteration 418Q: 33 clusters Score -1.101782e+08 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47945 members 
Mstep: Class 7 contains 4911 members 
Mstep: Class 8 contains 13164 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 6025 members 
Mstep: Class 14 contains 27861 members 
Mstep: Class 15 contains 47579 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32453 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 10394 members 
Mstep: Class 21 contains 27084 members 
Mstep: Class 22 contains 42284 members 
Mstep: Class 23 contains 38352 members 
Mstep: Class 24 contains 28235 members 
Mstep: Class 25 contains 10766 members 
Mstep: Class 26 contains 11061 members 
Mstep: Class 27 contains 69069 members 
Mstep: Class 28 contains 22289 members 
Mstep: Class 29 contains 24584 members 
Mstep: Class 30 contains 24801 members 
Mstep: Class 31 contains 49495 members 
Mstep: Class 32 contains 44386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176560.000000 Penalty: 105620.539062
Iteration 419Q: 33 clusters Score -1.101766e+08 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2520 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48049 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 13119 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4533 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 5998 members 
Mstep: Class 14 contains 27857 members 
Mstep: Class 15 contains 47657 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32465 members 
Mstep: Class 19 contains 5060 members 
Mstep: Class 20 contains 10356 members 
Mstep: Class 21 contains 27098 members 
Mstep: Class 22 contains 42664 members 
Mstep: Class 23 contains 38307 members 
Mstep: Class 24 contains 28358 members 
Mstep: Class 25 contains 10051 members 
Mstep: Class 26 contains 11092 members 
Mstep: Class 27 contains 69733 members 
Mstep: Class 28 contains 22028 members 
Mstep: Class 29 contains 24482 members 
Mstep: Class 30 contains 23835 members 
Mstep: Class 31 contains 49462 members 
Mstep: Class 32 contains 45278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178720.000000 Penalty: 105620.539062
Iteration 420F: 33 clusters Score -1.101787e+08 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2517 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48141 members 
Mstep: Class 7 contains 4784 members 
Mstep: Class 8 contains 13080 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 5970 members 
Mstep: Class 14 contains 27854 members 
Mstep: Class 15 contains 51514 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32467 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 26280 members 
Mstep: Class 22 contains 42801 members 
Mstep: Class 23 contains 38274 members 
Mstep: Class 24 contains 28487 members 
Mstep: Class 25 contains 9399 members 
Mstep: Class 26 contains 11088 members 
Mstep: Class 27 contains 68025 members 
Mstep: Class 28 contains 21872 members 
Mstep: Class 29 contains 24384 members 
Mstep: Class 30 contains 22928 members 
Mstep: Class 31 contains 48948 members 
Mstep: Class 32 contains 46131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179240.000000 Penalty: 105620.539062
Iteration 421Q: 33 clusters Score -1.101792e+08 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48257 members 
Mstep: Class 7 contains 4720 members 
Mstep: Class 8 contains 13033 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 5937 members 
Mstep: Class 14 contains 27847 members 
Mstep: Class 15 contains 54400 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32459 members 
Mstep: Class 19 contains 5095 members 
Mstep: Class 20 contains 10298 members 
Mstep: Class 21 contains 25494 members 
Mstep: Class 22 contains 42874 members 
Mstep: Class 23 contains 38265 members 
Mstep: Class 24 contains 28626 members 
Mstep: Class 25 contains 8751 members 
Mstep: Class 26 contains 11090 members 
Mstep: Class 27 contains 66475 members 
Mstep: Class 28 contains 21775 members 
Mstep: Class 29 contains 24203 members 
Mstep: Class 30 contains 22152 members 
Mstep: Class 31 contains 48901 members 
Mstep: Class 32 contains 47162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178168.000000 Penalty: 105620.539062
Iteration 422Q: 33 clusters Score -1.101782e+08 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2505 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48314 members 
Mstep: Class 7 contains 4669 members 
Mstep: Class 8 contains 12993 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 27862 members 
Mstep: Class 15 contains 56567 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32471 members 
Mstep: Class 19 contains 5141 members 
Mstep: Class 20 contains 10271 members 
Mstep: Class 21 contains 24799 members 
Mstep: Class 22 contains 42755 members 
Mstep: Class 23 contains 38258 members 
Mstep: Class 24 contains 28717 members 
Mstep: Class 25 contains 8115 members 
Mstep: Class 26 contains 11102 members 
Mstep: Class 27 contains 64535 members 
Mstep: Class 28 contains 21720 members 
Mstep: Class 29 contains 24121 members 
Mstep: Class 30 contains 21866 members 
Mstep: Class 31 contains 49094 members 
Mstep: Class 32 contains 48541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177632.000000 Penalty: 105620.539062
Iteration 423Q: 33 clusters Score -1.101776e+08 nChanged 13542
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48395 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 5862 members 
Mstep: Class 14 contains 27868 members 
Mstep: Class 15 contains 58337 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32472 members 
Mstep: Class 19 contains 5193 members 
Mstep: Class 20 contains 10243 members 
Mstep: Class 21 contains 24162 members 
Mstep: Class 22 contains 42677 members 
Mstep: Class 23 contains 38235 members 
Mstep: Class 24 contains 28821 members 
Mstep: Class 25 contains 7526 members 
Mstep: Class 26 contains 11122 members 
Mstep: Class 27 contains 62352 members 
Mstep: Class 28 contains 21676 members 
Mstep: Class 29 contains 24012 members 
Mstep: Class 30 contains 21878 members 
Mstep: Class 31 contains 48868 members 
Mstep: Class 32 contains 50534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177304.000000 Penalty: 105620.539062
Iteration 424Q: 33 clusters Score -1.101773e+08 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2495 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48471 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 12975 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 27871 members 
Mstep: Class 15 contains 59335 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32496 members 
Mstep: Class 19 contains 5248 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 23522 members 
Mstep: Class 22 contains 42416 members 
Mstep: Class 23 contains 38189 members 
Mstep: Class 24 contains 28922 members 
Mstep: Class 25 contains 6961 members 
Mstep: Class 26 contains 11149 members 
Mstep: Class 27 contains 60908 members 
Mstep: Class 28 contains 21724 members 
Mstep: Class 29 contains 23935 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 48383 members 
Mstep: Class 32 contains 52686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176688.000000 Penalty: 105620.539062
Iteration 425Q: 33 clusters Score -1.101767e+08 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48568 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 8 contains 12974 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4533 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 5769 members 
Mstep: Class 14 contains 27895 members 
Mstep: Class 15 contains 60229 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32486 members 
Mstep: Class 19 contains 5290 members 
Mstep: Class 20 contains 10222 members 
Mstep: Class 21 contains 22836 members 
Mstep: Class 22 contains 41971 members 
Mstep: Class 23 contains 38161 members 
Mstep: Class 24 contains 28979 members 
Mstep: Class 25 contains 6452 members 
Mstep: Class 26 contains 11158 members 
Mstep: Class 27 contains 60832 members 
Mstep: Class 28 contains 21795 members 
Mstep: Class 29 contains 23901 members 
Mstep: Class 30 contains 21938 members 
Mstep: Class 31 contains 47779 members 
Mstep: Class 32 contains 54110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174776.000000 Penalty: 105620.539062
Iteration 426Q: 33 clusters Score -1.101748e+08 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 48690 members 
Mstep: Class 7 contains 4444 members 
Mstep: Class 8 contains 12951 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 27927 members 
Mstep: Class 15 contains 60248 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32516 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 22181 members 
Mstep: Class 22 contains 41507 members 
Mstep: Class 23 contains 38142 members 
Mstep: Class 24 contains 28998 members 
Mstep: Class 25 contains 6033 members 
Mstep: Class 26 contains 11182 members 
Mstep: Class 27 contains 61259 members 
Mstep: Class 28 contains 21852 members 
Mstep: Class 29 contains 23870 members 
Mstep: Class 30 contains 22047 members 
Mstep: Class 31 contains 47274 members 
Mstep: Class 32 contains 55468 members 
Entering Unmasked Estep 
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Iteration 427Q: 33 clusters Score -1.101734e+08 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2478 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48796 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 12915 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 5679 members 
Mstep: Class 14 contains 27957 members 
Mstep: Class 15 contains 59871 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32608 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 10199 members 
Mstep: Class 21 contains 21560 members 
Mstep: Class 22 contains 40847 members 
Mstep: Class 23 contains 38100 members 
Mstep: Class 24 contains 29041 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 11176 members 
Mstep: Class 27 contains 61862 members 
Mstep: Class 28 contains 21916 members 
Mstep: Class 29 contains 23922 members 
Mstep: Class 30 contains 22317 members 
Mstep: Class 31 contains 47042 members 
Mstep: Class 32 contains 56619 members 
Entering Unmasked Estep 
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Iteration 428Q: 33 clusters Score -1.101719e+08 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48859 members 
Mstep: Class 7 contains 4371 members 
Mstep: Class 8 contains 12876 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 5643 members 
Mstep: Class 14 contains 27976 members 
Mstep: Class 15 contains 59144 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32721 members 
Mstep: Class 19 contains 5425 members 
Mstep: Class 20 contains 10202 members 
Mstep: Class 21 contains 20953 members 
Mstep: Class 22 contains 40272 members 
Mstep: Class 23 contains 38060 members 
Mstep: Class 24 contains 29073 members 
Mstep: Class 25 contains 5335 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 62624 members 
Mstep: Class 28 contains 22027 members 
Mstep: Class 29 contains 23902 members 
Mstep: Class 30 contains 22618 members 
Mstep: Class 31 contains 46792 members 
Mstep: Class 32 contains 57767 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 429Q: 33 clusters Score -1.101709e+08 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2476 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48984 members 
Mstep: Class 7 contains 4335 members 
Mstep: Class 8 contains 12834 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4538 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 5601 members 
Mstep: Class 14 contains 27982 members 
Mstep: Class 15 contains 58321 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32903 members 
Mstep: Class 19 contains 5476 members 
Mstep: Class 20 contains 10225 members 
Mstep: Class 21 contains 20113 members 
Mstep: Class 22 contains 39747 members 
Mstep: Class 23 contains 38019 members 
Mstep: Class 24 contains 29108 members 
Mstep: Class 25 contains 5074 members 
Mstep: Class 26 contains 11267 members 
Mstep: Class 27 contains 63262 members 
Mstep: Class 28 contains 22122 members 
Mstep: Class 29 contains 23841 members 
Mstep: Class 30 contains 22929 members 
Mstep: Class 31 contains 46844 members 
Mstep: Class 32 contains 58865 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 430Q: 33 clusters Score -1.101699e+08 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49111 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 12794 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 14 contains 27968 members 
Mstep: Class 15 contains 57851 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33098 members 
Mstep: Class 19 contains 5509 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 19289 members 
Mstep: Class 22 contains 39287 members 
Mstep: Class 23 contains 37981 members 
Mstep: Class 24 contains 29165 members 
Mstep: Class 25 contains 4817 members 
Mstep: Class 26 contains 11276 members 
Mstep: Class 27 contains 63708 members 
Mstep: Class 28 contains 22207 members 
Mstep: Class 29 contains 23762 members 
Mstep: Class 30 contains 23199 members 
Mstep: Class 31 contains 46912 members 
Mstep: Class 32 contains 59831 members 
Entering Unmasked Estep 
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Iteration 431Q: 33 clusters Score -1.10169e+08 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49204 members 
Mstep: Class 7 contains 4252 members 
Mstep: Class 8 contains 12750 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 5550 members 
Mstep: Class 14 contains 27970 members 
Mstep: Class 15 contains 57823 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33340 members 
Mstep: Class 19 contains 5551 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 18448 members 
Mstep: Class 22 contains 38873 members 
Mstep: Class 23 contains 37945 members 
Mstep: Class 24 contains 29205 members 
Mstep: Class 25 contains 4580 members 
Mstep: Class 26 contains 11321 members 
Mstep: Class 27 contains 63956 members 
Mstep: Class 28 contains 22310 members 
Mstep: Class 29 contains 23659 members 
Mstep: Class 30 contains 23259 members 
Mstep: Class 31 contains 46963 members 
Mstep: Class 32 contains 60646 members 
Entering Unmasked Estep 
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Iteration 432Q: 33 clusters Score -1.101679e+08 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2449 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49340 members 
Mstep: Class 7 contains 4225 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 2356 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 5533 members 
Mstep: Class 14 contains 27971 members 
Mstep: Class 15 contains 58047 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33606 members 
Mstep: Class 19 contains 5594 members 
Mstep: Class 20 contains 10271 members 
Mstep: Class 21 contains 17589 members 
Mstep: Class 22 contains 38402 members 
Mstep: Class 23 contains 37905 members 
Mstep: Class 24 contains 29248 members 
Mstep: Class 25 contains 4418 members 
Mstep: Class 26 contains 11355 members 
Mstep: Class 27 contains 64284 members 
Mstep: Class 28 contains 22406 members 
Mstep: Class 29 contains 23601 members 
Mstep: Class 30 contains 23218 members 
Mstep: Class 31 contains 46926 members 
Mstep: Class 32 contains 61220 members 
Entering Unmasked Estep 
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Iteration 433Q: 33 clusters Score -1.101663e+08 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49453 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 8 contains 12669 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 5529 members 
Mstep: Class 14 contains 27963 members 
Mstep: Class 15 contains 58260 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33864 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 10270 members 
Mstep: Class 21 contains 16642 members 
Mstep: Class 22 contains 37940 members 
Mstep: Class 23 contains 37856 members 
Mstep: Class 24 contains 29311 members 
Mstep: Class 25 contains 4311 members 
Mstep: Class 26 contains 11394 members 
Mstep: Class 27 contains 64634 members 
Mstep: Class 28 contains 22507 members 
Mstep: Class 29 contains 23580 members 
Mstep: Class 30 contains 23099 members 
Mstep: Class 31 contains 46881 members 
Mstep: Class 32 contains 61872 members 
Entering Unmasked Estep 
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Iteration 434Q: 33 clusters Score -1.101654e+08 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49587 members 
Mstep: Class 7 contains 4163 members 
Mstep: Class 8 contains 12653 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 5500 members 
Mstep: Class 14 contains 27970 members 
Mstep: Class 15 contains 58490 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34113 members 
Mstep: Class 19 contains 5707 members 
Mstep: Class 20 contains 10269 members 
Mstep: Class 21 contains 15623 members 
Mstep: Class 22 contains 37475 members 
Mstep: Class 23 contains 37818 members 
Mstep: Class 24 contains 29327 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 11433 members 
Mstep: Class 27 contains 65114 members 
Mstep: Class 28 contains 22591 members 
Mstep: Class 29 contains 23585 members 
Mstep: Class 30 contains 22947 members 
Mstep: Class 31 contains 46837 members 
Mstep: Class 32 contains 62405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163872.000000 Penalty: 105620.539062
Iteration 435Q: 33 clusters Score -1.101639e+08 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49739 members 
Mstep: Class 7 contains 4138 members 
Mstep: Class 8 contains 12621 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 5470 members 
Mstep: Class 14 contains 27975 members 
Mstep: Class 15 contains 58605 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34388 members 
Mstep: Class 19 contains 5767 members 
Mstep: Class 20 contains 10286 members 
Mstep: Class 21 contains 14490 members 
Mstep: Class 22 contains 37160 members 
Mstep: Class 23 contains 37784 members 
Mstep: Class 24 contains 29335 members 
Mstep: Class 25 contains 4197 members 
Mstep: Class 26 contains 11492 members 
Mstep: Class 27 contains 65737 members 
Mstep: Class 28 contains 22673 members 
Mstep: Class 29 contains 23522 members 
Mstep: Class 30 contains 22795 members 
Mstep: Class 31 contains 46773 members 
Mstep: Class 32 contains 62910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162240.000000 Penalty: 105620.539062
Iteration 436Q: 33 clusters Score -1.101622e+08 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49886 members 
Mstep: Class 7 contains 4100 members 
Mstep: Class 8 contains 12591 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 5451 members 
Mstep: Class 14 contains 27982 members 
Mstep: Class 15 contains 58799 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34702 members 
Mstep: Class 19 contains 5815 members 
Mstep: Class 20 contains 10298 members 
Mstep: Class 21 contains 13367 members 
Mstep: Class 22 contains 36951 members 
Mstep: Class 23 contains 37758 members 
Mstep: Class 24 contains 29323 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 11518 members 
Mstep: Class 27 contains 66259 members 
Mstep: Class 28 contains 22738 members 
Mstep: Class 29 contains 23528 members 
Mstep: Class 30 contains 22688 members 
Mstep: Class 31 contains 46646 members 
Mstep: Class 32 contains 63308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161208.000000 Penalty: 105620.539062
Iteration 437Q: 33 clusters Score -1.101612e+08 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2420 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 50037 members 
Mstep: Class 7 contains 4076 members 
Mstep: Class 8 contains 12566 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 5442 members 
Mstep: Class 14 contains 28000 members 
Mstep: Class 15 contains 58869 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 35085 members 
Mstep: Class 19 contains 5866 members 
Mstep: Class 20 contains 10323 members 
Mstep: Class 21 contains 12339 members 
Mstep: Class 22 contains 36785 members 
Mstep: Class 23 contains 37737 members 
Mstep: Class 24 contains 29304 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 11534 members 
Mstep: Class 27 contains 66772 members 
Mstep: Class 28 contains 22777 members 
Mstep: Class 29 contains 23540 members 
Mstep: Class 30 contains 22502 members 
Mstep: Class 31 contains 46443 members 
Mstep: Class 32 contains 63780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159352.000000 Penalty: 105620.539062
Iteration 438Q: 33 clusters Score -1.101594e+08 nChanged 5659
Entering ConstructFrom: 
Score: -110159352.000000 Penalty: 105620.539062
Entering ConstructFrom: 
Trying to split cluster 1 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -89379.906250 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -89379.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87759.421875 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -87759.42 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88254.367188 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -88254.37 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88520.648438 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -88520.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88706.843750 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -88706.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88870.289062 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -88870.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89003.187500 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -89003.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89099.750000 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -89099.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89147.328125 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -89147.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89186.851562 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -89186.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89221.164062 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -89221.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89236.757812 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -89236.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89260.875000 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -89260.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89294.101562 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -89294.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89321.132812 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -89321.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89323.539062 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -89323.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89324.304688 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -89324.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89324.304688 Penalty: 3242.917236
	Iteration 16F: 3 clusters Score -89324.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50975.343750 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50975.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49530.390625 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -49530.39 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49847.671875 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49847.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50057.550781 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -50057.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50232.789062 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -50232.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50354.375000 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -50354.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50440.625000 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -50440.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50465.203125 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -50465.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50489.660156 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -50489.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50520.781250 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -50520.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50526.796875 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -50526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50533.425781 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -50533.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50533.425781 Penalty: 3059.088379
	Iteration 11F: 3 clusters Score -50533.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -21301.232422 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -21301.23 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 141 members 
Entering Unmasked Estep 
Score: -20146.083984 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -20146.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20283.798828 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -20283.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20335.179688 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -20335.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20384.255859 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -20384.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20393.169922 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -20393.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20393.169922 Penalty: 2782.298096
	Iteration 5F: 3 clusters Score -20393.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -450316.718750 Penalty: 1932.195190
	Iteration 0F: 2 clusters Score -450316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -447366.500000 Penalty: 3864.390381
	Iteration 0F: 3 clusters Score -447366.5 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -447892.281250 Penalty: 3864.390381
	Iteration 1F: 3 clusters Score -447892.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -448038.250000 Penalty: 3864.390381
	Iteration 2F: 3 clusters Score -448038.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -448133.343750 Penalty: 3864.390381
	Iteration 3Q: 3 clusters Score -448133.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -448192.312500 Penalty: 3864.390381
	Iteration 4Q: 3 clusters Score -448192.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -448224.000000 Penalty: 3864.390381
	Iteration 5Q: 3 clusters Score -448224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -448243.656250 Penalty: 3864.390381
	Iteration 6Q: 3 clusters Score -448243.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -448260.687500 Penalty: 3864.390381
	Iteration 7Q: 3 clusters Score -448260.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -448280.031250 Penalty: 3864.390381
	Iteration 8Q: 3 clusters Score -448280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -448295.500000 Penalty: 3864.390381
	Iteration 9Q: 3 clusters Score -448295.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -448305.000000 Penalty: 3864.390381
	Iteration 10Q: 3 clusters Score -448305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -448316.000000 Penalty: 3864.390381
	Iteration 11Q: 3 clusters Score -448316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -448324.468750 Penalty: 3864.390381
	Iteration 12Q: 3 clusters Score -448324.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -448335.687500 Penalty: 3864.390381
	Iteration 13Q: 3 clusters Score -448335.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -448348.406250 Penalty: 3864.390381
	Iteration 14Q: 3 clusters Score -448348.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -448357.406250 Penalty: 3864.390381
	Iteration 15Q: 3 clusters Score -448357.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -448366.843750 Penalty: 3864.390381
	Iteration 16Q: 3 clusters Score -448366.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -448371.562500 Penalty: 3864.390381
	Iteration 17Q: 3 clusters Score -448371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -448374.937500 Penalty: 3864.390381
	Iteration 18Q: 3 clusters Score -448374.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -448376.218750 Penalty: 3864.390381
	Iteration 19Q: 3 clusters Score -448376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -448377.281250 Penalty: 3864.390381
	Iteration 20F: 3 clusters Score -448377.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -448378.531250 Penalty: 3864.390381
	Iteration 21Q: 3 clusters Score -448378.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -448382.781250 Penalty: 3864.390381
	Iteration 22Q: 3 clusters Score -448382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -448389.062500 Penalty: 3864.390381
	Iteration 23Q: 3 clusters Score -448389.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -448395.437500 Penalty: 3864.390381
	Iteration 24Q: 3 clusters Score -448395.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -448401.156250 Penalty: 3864.390381
	Iteration 25Q: 3 clusters Score -448401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -448403.250000 Penalty: 3864.390381
	Iteration 26Q: 3 clusters Score -448403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -448404.531250 Penalty: 3864.390381
	Iteration 27Q: 3 clusters Score -448404.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -448405.593750 Penalty: 3864.390381
	Iteration 28Q: 3 clusters Score -448405.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -448405.968750 Penalty: 3864.390381
	Iteration 29Q: 3 clusters Score -448406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -448406.125000 Penalty: 3864.390381
	Iteration 30Q: 3 clusters Score -448406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -448407.281250 Penalty: 3864.390381
	Iteration 31Q: 3 clusters Score -448407.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -448408.562500 Penalty: 3864.390381
	Iteration 32Q: 3 clusters Score -448408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -448408.562500 Penalty: 3864.390381
	Iteration 33F: 3 clusters Score -448408.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -80795.468750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -80795.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79368.304688 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -79368.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79722.195312 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -79722.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -80010.484375 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -80010.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -80273.328125 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -80273.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -80455.539062 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -80455.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -80521.734375 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -80521.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -80581.046875 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -80581.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -80593.851562 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -80593.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -80593.851562 Penalty: 3099.987793
	Iteration 8F: 3 clusters Score -80593.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Entering Unmasked Estep 
Score: -9232111.000000 Penalty: 2684.141846
	Iteration 0F: 2 clusters Score -9232111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9198881.000000 Penalty: 5368.283691
	Iteration 0F: 3 clusters Score -9198881 nChanged 23177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -9211877.000000 Penalty: 5368.283691
	Iteration 1F: 3 clusters Score -9211877 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -9212326.000000 Penalty: 5368.283691
	Iteration 2Q: 3 clusters Score -9212326 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -9212831.000000 Penalty: 5368.283691
	Iteration 3Q: 3 clusters Score -9212831 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -9213378.000000 Penalty: 5368.283691
	Iteration 4Q: 3 clusters Score -9213378 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -9214185.000000 Penalty: 5368.283691
	Iteration 5Q: 3 clusters Score -9214185 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -9215407.000000 Penalty: 5368.283691
	Iteration 6Q: 3 clusters Score -9215407 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -9217425.000000 Penalty: 5368.283691
	Iteration 7F: 3 clusters Score -9217425 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -9220537.000000 Penalty: 5368.283691
	Iteration 8F: 3 clusters Score -9220537 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -9224205.000000 Penalty: 5368.283691
	Iteration 9F: 3 clusters Score -9224205 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -9227302.000000 Penalty: 5368.283691
	Iteration 10F: 3 clusters Score -9227302 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -9228891.000000 Penalty: 5368.283691
	Iteration 11Q: 3 clusters Score -9228891 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -9229449.000000 Penalty: 5368.283691
	Iteration 12Q: 3 clusters Score -9229449 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -9229614.000000 Penalty: 5368.283691
	Iteration 13Q: 3 clusters Score -9229614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -9229709.000000 Penalty: 5368.283691
	Iteration 14Q: 3 clusters Score -9229709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -9229731.000000 Penalty: 5368.283691
	Iteration 15Q: 3 clusters Score -9229731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -9229755.000000 Penalty: 5368.283691
	Iteration 16Q: 3 clusters Score -9229755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -9229775.000000 Penalty: 5368.283691
	Iteration 17Q: 3 clusters Score -9229775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -9229784.000000 Penalty: 5368.283691
	Iteration 18Q: 3 clusters Score -9229784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -9229793.000000 Penalty: 5368.283691
	Iteration 19Q: 3 clusters Score -9229793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -9229796.000000 Penalty: 5368.283691
	Iteration 20F: 3 clusters Score -9229796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -9229795.000000 Penalty: 5368.283691
	Iteration 21Q: 3 clusters Score -9229795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -9229796.000000 Penalty: 5368.283691
	Iteration 22Q: 3 clusters Score -9229796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -9229796.000000 Penalty: 5368.283691
	Iteration 23F: 3 clusters Score -9229796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -759419.875000 Penalty: 2060.127441
	Iteration 0F: 2 clusters Score -759419.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -755474.125000 Penalty: 4120.254883
	Iteration 0F: 3 clusters Score -755474.1 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -756345.062500 Penalty: 4120.254883
	Iteration 1F: 3 clusters Score -756345.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -756508.500000 Penalty: 4120.254883
	Iteration 2F: 3 clusters Score -756508.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -756597.625000 Penalty: 4120.254883
	Iteration 3Q: 3 clusters Score -756597.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -756648.687500 Penalty: 4120.254883
	Iteration 4Q: 3 clusters Score -756648.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -756693.500000 Penalty: 4120.254883
	Iteration 5Q: 3 clusters Score -756693.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -756727.937500 Penalty: 4120.254883
	Iteration 6Q: 3 clusters Score -756727.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -756764.625000 Penalty: 4120.254883
	Iteration 7Q: 3 clusters Score -756764.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -756799.625000 Penalty: 4120.254883
	Iteration 8Q: 3 clusters Score -756799.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -756834.062500 Penalty: 4120.254883
	Iteration 9Q: 3 clusters Score -756834.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -756854.937500 Penalty: 4120.254883
	Iteration 10Q: 3 clusters Score -756854.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -756878.312500 Penalty: 4120.254883
	Iteration 11Q: 3 clusters Score -756878.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -756908.937500 Penalty: 4120.254883
	Iteration 12Q: 3 clusters Score -756908.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -756940.125000 Penalty: 4120.254883
	Iteration 13Q: 3 clusters Score -756940.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -756970.187500 Penalty: 4120.254883
	Iteration 14Q: 3 clusters Score -756970.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -757001.687500 Penalty: 4120.254883
	Iteration 15Q: 3 clusters Score -757001.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -757029.500000 Penalty: 4120.254883
	Iteration 16Q: 3 clusters Score -757029.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -757066.375000 Penalty: 4120.254883
	Iteration 17Q: 3 clusters Score -757066.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -757106.187500 Penalty: 4120.254883
	Iteration 18Q: 3 clusters Score -757106.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -757139.687500 Penalty: 4120.254883
	Iteration 19Q: 3 clusters Score -757139.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -757173.562500 Penalty: 4120.254883
	Iteration 20F: 3 clusters Score -757173.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -757214.125000 Penalty: 4120.254883
	Iteration 21Q: 3 clusters Score -757214.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -757259.937500 Penalty: 4120.254883
	Iteration 22Q: 3 clusters Score -757259.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -757305.000000 Penalty: 4120.254883
	Iteration 23Q: 3 clusters Score -757305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -757342.750000 Penalty: 4120.254883
	Iteration 24Q: 3 clusters Score -757342.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -757369.000000 Penalty: 4120.254883
	Iteration 25Q: 3 clusters Score -757369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -757392.250000 Penalty: 4120.254883
	Iteration 26Q: 3 clusters Score -757392.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -757418.000000 Penalty: 4120.254883
	Iteration 27Q: 3 clusters Score -757418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -757440.312500 Penalty: 4120.254883
	Iteration 28Q: 3 clusters Score -757440.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -757457.875000 Penalty: 4120.254883
	Iteration 29Q: 3 clusters Score -757457.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -757473.875000 Penalty: 4120.254883
	Iteration 30Q: 3 clusters Score -757473.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -757488.375000 Penalty: 4120.254883
	Iteration 31Q: 3 clusters Score -757488.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -757504.062500 Penalty: 4120.254883
	Iteration 32Q: 3 clusters Score -757504.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -757512.312500 Penalty: 4120.254883
	Iteration 33Q: 3 clusters Score -757512.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -757519.812500 Penalty: 4120.254883
	Iteration 34Q: 3 clusters Score -757519.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -757528.875000 Penalty: 4120.254883
	Iteration 35Q: 3 clusters Score -757528.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -757537.687500 Penalty: 4120.254883
	Iteration 36Q: 3 clusters Score -757537.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -757543.687500 Penalty: 4120.254883
	Iteration 37Q: 3 clusters Score -757543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -757547.312500 Penalty: 4120.254883
	Iteration 38Q: 3 clusters Score -757547.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -757550.000000 Penalty: 4120.254883
	Iteration 39Q: 3 clusters Score -757550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -757553.625000 Penalty: 4120.254883
	Iteration 40F: 3 clusters Score -757553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -757553.562500 Penalty: 4120.254883
	Iteration 41Q: 3 clusters Score -757553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -757554.812500 Penalty: 4120.254883
	Iteration 42Q: 3 clusters Score -757554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -757556.187500 Penalty: 4120.254883
	Iteration 43Q: 3 clusters Score -757556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -757556.187500 Penalty: 4120.254883
	Iteration 44F: 3 clusters Score -757556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Entering Unmasked Estep 
Score: -2325091.500000 Penalty: 2340.197510
	Iteration 0F: 2 clusters Score -2325092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2315755.000000 Penalty: 4680.395020
	Iteration 0F: 3 clusters Score -2315755 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2318577.500000 Penalty: 4680.395020
	Iteration 1F: 3 clusters Score -2318578 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2318883.250000 Penalty: 4680.395020
	Iteration 2F: 3 clusters Score -2318883 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2319123.000000 Penalty: 4680.395020
	Iteration 3Q: 3 clusters Score -2319123 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2319373.250000 Penalty: 4680.395020
	Iteration 4Q: 3 clusters Score -2319373 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2319646.250000 Penalty: 4680.395020
	Iteration 5Q: 3 clusters Score -2319646 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2319958.250000 Penalty: 4680.395020
	Iteration 6Q: 3 clusters Score -2319958 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2320347.250000 Penalty: 4680.395020
	Iteration 7Q: 3 clusters Score -2320347 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2320782.250000 Penalty: 4680.395020
	Iteration 8F: 3 clusters Score -2320782 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2321319.250000 Penalty: 4680.395020
	Iteration 9F: 3 clusters Score -2321319 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2321940.750000 Penalty: 4680.395020
	Iteration 10F: 3 clusters Score -2321941 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2322567.500000 Penalty: 4680.395020
	Iteration 11F: 3 clusters Score -2322568 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2323057.500000 Penalty: 4680.395020
	Iteration 12Q: 3 clusters Score -2323058 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2323365.750000 Penalty: 4680.395020
	Iteration 13Q: 3 clusters Score -2323366 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2323484.000000 Penalty: 4680.395020
	Iteration 14Q: 3 clusters Score -2323484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2323511.000000 Penalty: 4680.395020
	Iteration 15Q: 3 clusters Score -2323511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2323539.000000 Penalty: 4680.395020
	Iteration 16Q: 3 clusters Score -2323539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2323556.750000 Penalty: 4680.395020
	Iteration 17Q: 3 clusters Score -2323557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2323569.750000 Penalty: 4680.395020
	Iteration 18Q: 3 clusters Score -2323570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2323575.500000 Penalty: 4680.395020
	Iteration 19Q: 3 clusters Score -2323576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2323579.000000 Penalty: 4680.395020
	Iteration 20F: 3 clusters Score -2323579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2323584.000000 Penalty: 4680.395020
	Iteration 21Q: 3 clusters Score -2323584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2323584.000000 Penalty: 4680.395020
	Iteration 22Q: 3 clusters Score -2323584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2323585.750000 Penalty: 4680.395020
	Iteration 23Q: 3 clusters Score -2323586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2323591.250000 Penalty: 4680.395020
	Iteration 24Q: 3 clusters Score -2323591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2323589.500000 Penalty: 4680.395020
	Iteration 25Q: 3 clusters Score -2323590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2323593.750000 Penalty: 4680.395020
	Iteration 26Q: 3 clusters Score -2323594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2323595.750000 Penalty: 4680.395020
	Iteration 27Q: 3 clusters Score -2323596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2323595.250000 Penalty: 4680.395020
	Iteration 28Q: 3 clusters Score -2323595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2323599.000000 Penalty: 4680.395020
	Iteration 29Q: 3 clusters Score -2323599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2323596.000000 Penalty: 4680.395020
	Iteration 30Q: 3 clusters Score -2323596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2323598.500000 Penalty: 4680.395020
	Iteration 31Q: 3 clusters Score -2323598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2323596.000000 Penalty: 4680.395020
	Iteration 32Q: 3 clusters Score -2323596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2323597.750000 Penalty: 4680.395020
	Iteration 33Q: 3 clusters Score -2323598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2323596.500000 Penalty: 4680.395020
	Iteration 34Q: 3 clusters Score -2323596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2323596.500000 Penalty: 4680.395020
	Iteration 35F: 3 clusters Score -2323596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -187341.171875 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -187341.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -185298.390625 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -185298.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -185646.531250 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -185646.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -185800.968750 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -185801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -185899.093750 Penalty: 3489.056396
	Iteration 3F: 3 clusters Score -185899.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -185971.484375 Penalty: 3489.056396
	Iteration 4Q: 3 clusters Score -185971.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -186015.093750 Penalty: 3489.056396
	Iteration 5Q: 3 clusters Score -186015.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -186067.406250 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -186067.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -186105.437500 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -186105.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -186137.234375 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -186137.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -186158.406250 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -186158.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -186179.531250 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -186179.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -186192.531250 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -186192.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -186210.562500 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -186210.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -186224.093750 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -186224.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -186242.234375 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -186242.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -186263.937500 Penalty: 3489.056396
	Iteration 15Q: 3 clusters Score -186263.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -186285.953125 Penalty: 3489.056396
	Iteration 16Q: 3 clusters Score -186286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -186306.984375 Penalty: 3489.056396
	Iteration 17Q: 3 clusters Score -186307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -186330.453125 Penalty: 3489.056396
	Iteration 18Q: 3 clusters Score -186330.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -186352.171875 Penalty: 3489.056396
	Iteration 19Q: 3 clusters Score -186352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -186369.593750 Penalty: 3489.056396
	Iteration 20F: 3 clusters Score -186369.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -186377.500000 Penalty: 3489.056396
	Iteration 21Q: 3 clusters Score -186377.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -186389.406250 Penalty: 3489.056396
	Iteration 22Q: 3 clusters Score -186389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -186393.437500 Penalty: 3489.056396
	Iteration 23Q: 3 clusters Score -186393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -186394.531250 Penalty: 3489.056396
	Iteration 24Q: 3 clusters Score -186394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -186394.531250 Penalty: 3489.056396
	Iteration 25F: 3 clusters Score -186394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Entering Unmasked Estep 
Score: -850287.687500 Penalty: 2091.962402
	Iteration 0F: 2 clusters Score -850287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -845989.937500 Penalty: 4183.924805
	Iteration 0F: 3 clusters Score -845989.9 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -846944.750000 Penalty: 4183.924805
	Iteration 1F: 3 clusters Score -846944.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -847109.250000 Penalty: 4183.924805
	Iteration 2F: 3 clusters Score -847109.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -847212.812500 Penalty: 4183.924805
	Iteration 3Q: 3 clusters Score -847212.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -847276.437500 Penalty: 4183.924805
	Iteration 4Q: 3 clusters Score -847276.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -847318.125000 Penalty: 4183.924805
	Iteration 5Q: 3 clusters Score -847318.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -847348.750000 Penalty: 4183.924805
	Iteration 6Q: 3 clusters Score -847348.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -847377.125000 Penalty: 4183.924805
	Iteration 7Q: 3 clusters Score -847377.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -847406.062500 Penalty: 4183.924805
	Iteration 8Q: 3 clusters Score -847406.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -847435.687500 Penalty: 4183.924805
	Iteration 9Q: 3 clusters Score -847435.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -847468.187500 Penalty: 4183.924805
	Iteration 10Q: 3 clusters Score -847468.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -847495.000000 Penalty: 4183.924805
	Iteration 11Q: 3 clusters Score -847495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -847526.375000 Penalty: 4183.924805
	Iteration 12Q: 3 clusters Score -847526.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -847565.750000 Penalty: 4183.924805
	Iteration 13Q: 3 clusters Score -847565.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -847607.625000 Penalty: 4183.924805
	Iteration 14Q: 3 clusters Score -847607.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -847660.500000 Penalty: 4183.924805
	Iteration 15Q: 3 clusters Score -847660.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -847712.312500 Penalty: 4183.924805
	Iteration 16Q: 3 clusters Score -847712.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -847754.687500 Penalty: 4183.924805
	Iteration 17Q: 3 clusters Score -847754.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -847806.250000 Penalty: 4183.924805
	Iteration 18Q: 3 clusters Score -847806.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -847861.625000 Penalty: 4183.924805
	Iteration 19Q: 3 clusters Score -847861.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -847915.375000 Penalty: 4183.924805
	Iteration 20F: 3 clusters Score -847915.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -847960.437500 Penalty: 4183.924805
	Iteration 21Q: 3 clusters Score -847960.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -848008.125000 Penalty: 4183.924805
	Iteration 22Q: 3 clusters Score -848008.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -848043.250000 Penalty: 4183.924805
	Iteration 23Q: 3 clusters Score -848043.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -848075.937500 Penalty: 4183.924805
	Iteration 24Q: 3 clusters Score -848075.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -848120.812500 Penalty: 4183.924805
	Iteration 25Q: 3 clusters Score -848120.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -848169.687500 Penalty: 4183.924805
	Iteration 26Q: 3 clusters Score -848169.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -848221.750000 Penalty: 4183.924805
	Iteration 27Q: 3 clusters Score -848221.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -848269.250000 Penalty: 4183.924805
	Iteration 28Q: 3 clusters Score -848269.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -848306.312500 Penalty: 4183.924805
	Iteration 29Q: 3 clusters Score -848306.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -848338.437500 Penalty: 4183.924805
	Iteration 30Q: 3 clusters Score -848338.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -848363.500000 Penalty: 4183.924805
	Iteration 31Q: 3 clusters Score -848363.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -848393.250000 Penalty: 4183.924805
	Iteration 32Q: 3 clusters Score -848393.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -848421.187500 Penalty: 4183.924805
	Iteration 33Q: 3 clusters Score -848421.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -848462.125000 Penalty: 4183.924805
	Iteration 34Q: 3 clusters Score -848462.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -848496.562500 Penalty: 4183.924805
	Iteration 35Q: 3 clusters Score -848496.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -848527.500000 Penalty: 4183.924805
	Iteration 36Q: 3 clusters Score -848527.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -848550.562500 Penalty: 4183.924805
	Iteration 37Q: 3 clusters Score -848550.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -848571.687500 Penalty: 4183.924805
	Iteration 38Q: 3 clusters Score -848571.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -848585.750000 Penalty: 4183.924805
	Iteration 39Q: 3 clusters Score -848585.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -848607.500000 Penalty: 4183.924805
	Iteration 40F: 3 clusters Score -848607.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -848624.187500 Penalty: 4183.924805
	Iteration 41Q: 3 clusters Score -848624.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -848641.062500 Penalty: 4183.924805
	Iteration 42Q: 3 clusters Score -848641.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -848649.937500 Penalty: 4183.924805
	Iteration 43Q: 3 clusters Score -848649.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -848658.812500 Penalty: 4183.924805
	Iteration 44Q: 3 clusters Score -848658.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -848666.250000 Penalty: 4183.924805
	Iteration 45Q: 3 clusters Score -848666.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -848674.625000 Penalty: 4183.924805
	Iteration 46Q: 3 clusters Score -848674.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -848681.187500 Penalty: 4183.924805
	Iteration 47Q: 3 clusters Score -848681.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -848687.125000 Penalty: 4183.924805
	Iteration 48Q: 3 clusters Score -848687.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -848691.312500 Penalty: 4183.924805
	Iteration 49Q: 3 clusters Score -848691.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -848692.625000 Penalty: 4183.924805
	Iteration 50Q: 3 clusters Score -848692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -848694.062500 Penalty: 4183.924805
	Iteration 51Q: 3 clusters Score -848694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -848695.750000 Penalty: 4183.924805
	Iteration 52Q: 3 clusters Score -848695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -848699.562500 Penalty: 4183.924805
	Iteration 53Q: 3 clusters Score -848699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -848700.812500 Penalty: 4183.924805
	Iteration 54Q: 3 clusters Score -848700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -848701.750000 Penalty: 4183.924805
	Iteration 55Q: 3 clusters Score -848701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -848706.562500 Penalty: 4183.924805
	Iteration 56Q: 3 clusters Score -848706.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -848709.187500 Penalty: 4183.924805
	Iteration 57Q: 3 clusters Score -848709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -848710.500000 Penalty: 4183.924805
	Iteration 58Q: 3 clusters Score -848710.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -848711.250000 Penalty: 4183.924805
	Iteration 59Q: 3 clusters Score -848711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -848712.687500 Penalty: 4183.924805
	Iteration 60F: 3 clusters Score -848712.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -848717.000000 Penalty: 4183.924805
	Iteration 61Q: 3 clusters Score -848717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -848718.187500 Penalty: 4183.924805
	Iteration 62Q: 3 clusters Score -848718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -848718.375000 Penalty: 4183.924805
	Iteration 63Q: 3 clusters Score -848718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -848719.750000 Penalty: 4183.924805
	Iteration 64Q: 3 clusters Score -848719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -848719.562500 Penalty: 4183.924805
	Iteration 65Q: 3 clusters Score -848719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -848720.437500 Penalty: 4183.924805
	Iteration 66Q: 3 clusters Score -848720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -848719.812500 Penalty: 4183.924805
	Iteration 67Q: 3 clusters Score -848719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -848719.187500 Penalty: 4183.924805
	Iteration 68Q: 3 clusters Score -848719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -848719.562500 Penalty: 4183.924805
	Iteration 69Q: 3 clusters Score -848719.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -848719.562500 Penalty: 4183.924805
	Iteration 70F: 3 clusters Score -848719.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -409478.781250 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -409478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -406632.125000 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -406632.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -407263.312500 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -407263.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -407442.781250 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -407442.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -407541.593750 Penalty: 3850.880127
	Iteration 3Q: 3 clusters Score -407541.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -407610.625000 Penalty: 3850.880127
	Iteration 4Q: 3 clusters Score -407610.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -407666.781250 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -407666.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -407703.812500 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -407703.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -407733.406250 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -407733.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -407757.656250 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -407757.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -407780.375000 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -407780.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -407807.406250 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -407807.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -407825.750000 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -407825.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -407846.781250 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -407846.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -407872.625000 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -407872.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -407888.218750 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -407888.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -407900.000000 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -407900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -407910.500000 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -407910.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -407918.593750 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -407918.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -407923.625000 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -407923.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -407926.531250 Penalty: 3850.880127
	Iteration 19Q: 3 clusters Score -407926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -407928.562500 Penalty: 3850.880127
	Iteration 20F: 3 clusters Score -407928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -407930.406250 Penalty: 3850.880127
	Iteration 21Q: 3 clusters Score -407930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -407932.843750 Penalty: 3850.880127
	Iteration 22Q: 3 clusters Score -407932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -407933.531250 Penalty: 3850.880127
	Iteration 23Q: 3 clusters Score -407933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -407933.531250 Penalty: 3850.880127
	Iteration 24F: 3 clusters Score -407933.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -135953.000000 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -135953 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 408 members 
Entering Unmasked Estep 
Score: -134235.968750 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -134236 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -134610.218750 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -134610.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -134746.531250 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -134746.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -134815.250000 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -134815.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -134868.421875 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -134868.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -134913.203125 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -134913.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -134941.859375 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -134941.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -134973.375000 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -134973.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -135007.140625 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -135007.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -135029.921875 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -135029.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -135043.406250 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -135043.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -135052.375000 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -135052.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -135058.171875 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -135058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -135071.640625 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -135071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -135084.703125 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -135084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -135101.078125 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -135101.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -135116.125000 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -135116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -135124.578125 Penalty: 3303.009766
	Iteration 17Q: 3 clusters Score -135124.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -135139.218750 Penalty: 3303.009766
	Iteration 18Q: 3 clusters Score -135139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -135150.265625 Penalty: 3303.009766
	Iteration 19Q: 3 clusters Score -135150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -135156.515625 Penalty: 3303.009766
	Iteration 20F: 3 clusters Score -135156.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -135164.343750 Penalty: 3303.009766
	Iteration 21Q: 3 clusters Score -135164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -135174.578125 Penalty: 3303.009766
	Iteration 22Q: 3 clusters Score -135174.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -135184.015625 Penalty: 3303.009766
	Iteration 23Q: 3 clusters Score -135184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -135198.406250 Penalty: 3303.009766
	Iteration 24Q: 3 clusters Score -135198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -135205.265625 Penalty: 3303.009766
	Iteration 25Q: 3 clusters Score -135205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -135212.312500 Penalty: 3303.009766
	Iteration 26Q: 3 clusters Score -135212.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -135214.000000 Penalty: 3303.009766
	Iteration 27Q: 3 clusters Score -135214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -135214.000000 Penalty: 3303.009766
	Iteration 28F: 3 clusters Score -135214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -1006664.000000 Penalty: 2133.043701
	Iteration 0F: 2 clusters Score -1006664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1001892.437500 Penalty: 4266.087402
	Iteration 0F: 3 clusters Score -1001892 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1003058.625000 Penalty: 4266.087402
	Iteration 1F: 3 clusters Score -1003059 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1003232.500000 Penalty: 4266.087402
	Iteration 2F: 3 clusters Score -1003232 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1003343.250000 Penalty: 4266.087402
	Iteration 3Q: 3 clusters Score -1003343 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1003438.875000 Penalty: 4266.087402
	Iteration 4Q: 3 clusters Score -1003439 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1003489.125000 Penalty: 4266.087402
	Iteration 5Q: 3 clusters Score -1003489 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1003528.562500 Penalty: 4266.087402
	Iteration 6Q: 3 clusters Score -1003529 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1003569.687500 Penalty: 4266.087402
	Iteration 7Q: 3 clusters Score -1003570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1003607.875000 Penalty: 4266.087402
	Iteration 8Q: 3 clusters Score -1003608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1003638.687500 Penalty: 4266.087402
	Iteration 9Q: 3 clusters Score -1003639 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1003668.062500 Penalty: 4266.087402
	Iteration 10Q: 3 clusters Score -1003668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1003695.687500 Penalty: 4266.087402
	Iteration 11Q: 3 clusters Score -1003696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1003722.687500 Penalty: 4266.087402
	Iteration 12Q: 3 clusters Score -1003723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1003743.875000 Penalty: 4266.087402
	Iteration 13Q: 3 clusters Score -1003744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1003772.062500 Penalty: 4266.087402
	Iteration 14Q: 3 clusters Score -1003772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1003802.312500 Penalty: 4266.087402
	Iteration 15Q: 3 clusters Score -1003802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1003830.000000 Penalty: 4266.087402
	Iteration 16Q: 3 clusters Score -1003830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1003859.812500 Penalty: 4266.087402
	Iteration 17Q: 3 clusters Score -1003860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1003893.875000 Penalty: 4266.087402
	Iteration 18Q: 3 clusters Score -1003894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1003937.937500 Penalty: 4266.087402
	Iteration 19Q: 3 clusters Score -1003938 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1003988.312500 Penalty: 4266.087402
	Iteration 20F: 3 clusters Score -1003988 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1004053.687500 Penalty: 4266.087402
	Iteration 21Q: 3 clusters Score -1004054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1004117.437500 Penalty: 4266.087402
	Iteration 22Q: 3 clusters Score -1004117 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1004192.687500 Penalty: 4266.087402
	Iteration 23Q: 3 clusters Score -1004193 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1004268.375000 Penalty: 4266.087402
	Iteration 24Q: 3 clusters Score -1004268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1004351.625000 Penalty: 4266.087402
	Iteration 25Q: 3 clusters Score -1004352 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1004414.187500 Penalty: 4266.087402
	Iteration 26Q: 3 clusters Score -1004414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1004467.812500 Penalty: 4266.087402
	Iteration 27Q: 3 clusters Score -1004468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1004522.125000 Penalty: 4266.087402
	Iteration 28Q: 3 clusters Score -1004522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1004575.125000 Penalty: 4266.087402
	Iteration 29Q: 3 clusters Score -1004575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1004608.812500 Penalty: 4266.087402
	Iteration 30Q: 3 clusters Score -1004609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1004640.437500 Penalty: 4266.087402
	Iteration 31Q: 3 clusters Score -1004640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1004669.000000 Penalty: 4266.087402
	Iteration 32Q: 3 clusters Score -1004669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1004693.312500 Penalty: 4266.087402
	Iteration 33Q: 3 clusters Score -1004693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1004713.625000 Penalty: 4266.087402
	Iteration 34Q: 3 clusters Score -1004714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1004728.937500 Penalty: 4266.087402
	Iteration 35Q: 3 clusters Score -1004729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1004744.500000 Penalty: 4266.087402
	Iteration 36Q: 3 clusters Score -1004744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1004754.750000 Penalty: 4266.087402
	Iteration 37Q: 3 clusters Score -1004755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1004764.125000 Penalty: 4266.087402
	Iteration 38Q: 3 clusters Score -1004764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1004772.562500 Penalty: 4266.087402
	Iteration 39Q: 3 clusters Score -1004773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1004773.062500 Penalty: 4266.087402
	Iteration 40F: 3 clusters Score -1004773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1004774.000000 Penalty: 4266.087402
	Iteration 41Q: 3 clusters Score -1004774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1004775.750000 Penalty: 4266.087402
	Iteration 42Q: 3 clusters Score -1004776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1004775.750000 Penalty: 4266.087402
	Iteration 43F: 3 clusters Score -1004776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Entering Unmasked Estep 
Score: -5053267.000000 Penalty: 2539.651611
	Iteration 0F: 2 clusters Score -5053267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -5033859.000000 Penalty: 5079.303223
	Iteration 0F: 3 clusters Score -5033859 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5040630.500000 Penalty: 5079.303223
	Iteration 1F: 3 clusters Score -5040630 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -5040982.000000 Penalty: 5079.303223
	Iteration 2Q: 3 clusters Score -5040982 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -5041303.000000 Penalty: 5079.303223
	Iteration 3Q: 3 clusters Score -5041303 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -5041557.500000 Penalty: 5079.303223
	Iteration 4Q: 3 clusters Score -5041558 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -5041763.000000 Penalty: 5079.303223
	Iteration 5Q: 3 clusters Score -5041763 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -5041968.500000 Penalty: 5079.303223
	Iteration 6Q: 3 clusters Score -5041968 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -5042158.000000 Penalty: 5079.303223
	Iteration 7Q: 3 clusters Score -5042158 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -5042357.500000 Penalty: 5079.303223
	Iteration 8Q: 3 clusters Score -5042358 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -5042562.000000 Penalty: 5079.303223
	Iteration 9Q: 3 clusters Score -5042562 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -5042827.000000 Penalty: 5079.303223
	Iteration 10Q: 3 clusters Score -5042827 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -5043216.500000 Penalty: 5079.303223
	Iteration 11Q: 3 clusters Score -5043216 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -5043749.000000 Penalty: 5079.303223
	Iteration 12Q: 3 clusters Score -5043749 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5044466.500000 Penalty: 5079.303223
	Iteration 13Q: 3 clusters Score -5044466 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -5045327.500000 Penalty: 5079.303223
	Iteration 14Q: 3 clusters Score -5045328 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -5046396.000000 Penalty: 5079.303223
	Iteration 15F: 3 clusters Score -5046396 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -5047420.500000 Penalty: 5079.303223
	Iteration 16Q: 3 clusters Score -5047420 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -5048231.500000 Penalty: 5079.303223
	Iteration 17Q: 3 clusters Score -5048232 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -5048933.500000 Penalty: 5079.303223
	Iteration 18Q: 3 clusters Score -5048934 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -5049419.000000 Penalty: 5079.303223
	Iteration 19Q: 3 clusters Score -5049419 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -5049743.500000 Penalty: 5079.303223
	Iteration 20F: 3 clusters Score -5049744 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -5050022.500000 Penalty: 5079.303223
	Iteration 21Q: 3 clusters Score -5050022 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -5050297.000000 Penalty: 5079.303223
	Iteration 22Q: 3 clusters Score -5050297 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -5050496.000000 Penalty: 5079.303223
	Iteration 23Q: 3 clusters Score -5050496 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -5050625.000000 Penalty: 5079.303223
	Iteration 24Q: 3 clusters Score -5050625 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -5050730.500000 Penalty: 5079.303223
	Iteration 25Q: 3 clusters Score -5050730 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -5050803.500000 Penalty: 5079.303223
	Iteration 26Q: 3 clusters Score -5050804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -5050850.500000 Penalty: 5079.303223
	Iteration 27Q: 3 clusters Score -5050850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -5050903.500000 Penalty: 5079.303223
	Iteration 28Q: 3 clusters Score -5050904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -5050942.500000 Penalty: 5079.303223
	Iteration 29Q: 3 clusters Score -5050942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -5050976.000000 Penalty: 5079.303223
	Iteration 30Q: 3 clusters Score -5050976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5050981.000000 Penalty: 5079.303223
	Iteration 31Q: 3 clusters Score -5050981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -5051001.000000 Penalty: 5079.303223
	Iteration 32Q: 3 clusters Score -5051001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -5051021.000000 Penalty: 5079.303223
	Iteration 33Q: 3 clusters Score -5051021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -5051030.000000 Penalty: 5079.303223
	Iteration 34Q: 3 clusters Score -5051030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -5051036.500000 Penalty: 5079.303223
	Iteration 35Q: 3 clusters Score -5051036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -5051036.500000 Penalty: 5079.303223
	Iteration 36Q: 3 clusters Score -5051036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -5051042.000000 Penalty: 5079.303223
	Iteration 37Q: 3 clusters Score -5051042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -5051054.000000 Penalty: 5079.303223
	Iteration 38Q: 3 clusters Score -5051054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -5051064.000000 Penalty: 5079.303223
	Iteration 39Q: 3 clusters Score -5051064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -5051071.000000 Penalty: 5079.303223
	Iteration 40F: 3 clusters Score -5051071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -5051074.000000 Penalty: 5079.303223
	Iteration 41Q: 3 clusters Score -5051074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -5051075.000000 Penalty: 5079.303223
	Iteration 42Q: 3 clusters Score -5051075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -5051077.000000 Penalty: 5079.303223
	Iteration 43Q: 3 clusters Score -5051077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -5051077.000000 Penalty: 5079.303223
	Iteration 44F: 3 clusters Score -5051077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (58904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Entering Unmasked Estep 
Score: -11009936.000000 Penalty: 2723.948730
	Iteration 0F: 2 clusters Score -1.100994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -10980619.000000 Penalty: 5447.897461
	Iteration 0F: 3 clusters Score -1.098062e+07 nChanged 27371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -10996275.000000 Penalty: 5447.897461
	Iteration 1F: 3 clusters Score -1.099628e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -10997222.000000 Penalty: 5447.897461
	Iteration 2Q: 3 clusters Score -1.099722e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -10998326.000000 Penalty: 5447.897461
	Iteration 3Q: 3 clusters Score -1.099833e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -11000014.000000 Penalty: 5447.897461
	Iteration 4Q: 3 clusters Score -1.100001e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -11002728.000000 Penalty: 5447.897461
	Iteration 5F: 3 clusters Score -1.100273e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -11006620.000000 Penalty: 5447.897461
	Iteration 6F: 3 clusters Score -1.100662e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -11010132.000000 Penalty: 5447.897461
	Iteration 7F: 3 clusters Score -1.101013e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -11012339.000000 Penalty: 5447.897461
	Iteration 8Q: 3 clusters Score -1.101234e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -11013838.000000 Penalty: 5447.897461
	Iteration 9Q: 3 clusters Score -1.101384e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -11015015.000000 Penalty: 5447.897461
	Iteration 10Q: 3 clusters Score -1.101502e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -11015840.000000 Penalty: 5447.897461
	Iteration 11Q: 3 clusters Score -1.101584e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -11016311.000000 Penalty: 5447.897461
	Iteration 12Q: 3 clusters Score -1.101631e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -11016507.000000 Penalty: 5447.897461
	Iteration 13Q: 3 clusters Score -1.101651e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -11016591.000000 Penalty: 5447.897461
	Iteration 14Q: 3 clusters Score -1.101659e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -11016690.000000 Penalty: 5447.897461
	Iteration 15Q: 3 clusters Score -1.101669e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -11016764.000000 Penalty: 5447.897461
	Iteration 16Q: 3 clusters Score -1.101676e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -11016729.000000 Penalty: 5447.897461
	Iteration 17Q: 3 clusters Score -1.101673e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -11016747.000000 Penalty: 5447.897461
	Iteration 18Q: 3 clusters Score -1.101675e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -11016740.000000 Penalty: 5447.897461
	Iteration 19Q: 3 clusters Score -1.101674e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -11016666.000000 Penalty: 5447.897461
	Iteration 20F: 3 clusters Score -1.101667e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -11016744.000000 Penalty: 5447.897461
	Iteration 21Q: 3 clusters Score -1.101674e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -11016715.000000 Penalty: 5447.897461
	Iteration 22Q: 3 clusters Score -1.101672e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -11016707.000000 Penalty: 5447.897461
	Iteration 23Q: 3 clusters Score -1.101671e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -11016721.000000 Penalty: 5447.897461
	Iteration 24Q: 3 clusters Score -1.101672e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -11016710.000000 Penalty: 5447.897461
	Iteration 25Q: 3 clusters Score -1.101671e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -11016658.000000 Penalty: 5447.897461
	Iteration 26Q: 3 clusters Score -1.101666e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -11016708.000000 Penalty: 5447.897461
	Iteration 27Q: 3 clusters Score -1.101671e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -11016711.000000 Penalty: 5447.897461
	Iteration 28Q: 3 clusters Score -1.101671e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -11016727.000000 Penalty: 5447.897461
	Iteration 29Q: 3 clusters Score -1.101673e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -11016624.000000 Penalty: 5447.897461
	Iteration 30Q: 3 clusters Score -1.101662e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -11016636.000000 Penalty: 5447.897461
	Iteration 31Q: 3 clusters Score -1.101664e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -11016724.000000 Penalty: 5447.897461
	Iteration 32Q: 3 clusters Score -1.101672e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -11016668.000000 Penalty: 5447.897461
	Iteration 33Q: 3 clusters Score -1.101667e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -11016692.000000 Penalty: 5447.897461
	Iteration 34Q: 3 clusters Score -1.101669e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -11016674.000000 Penalty: 5447.897461
	Iteration 35Q: 3 clusters Score -1.101667e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -11016685.000000 Penalty: 5447.897461
	Iteration 36Q: 3 clusters Score -1.101668e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -11016634.000000 Penalty: 5447.897461
	Iteration 37Q: 3 clusters Score -1.101663e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -11016667.000000 Penalty: 5447.897461
	Iteration 38Q: 3 clusters Score -1.101667e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -11016650.000000 Penalty: 5447.897461
	Iteration 39Q: 3 clusters Score -1.101665e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -11016683.000000 Penalty: 5447.897461
	Iteration 40F: 3 clusters Score -1.101668e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -11016676.000000 Penalty: 5447.897461
	Iteration 41Q: 3 clusters Score -1.101668e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -11016612.000000 Penalty: 5447.897461
	Iteration 42Q: 3 clusters Score -1.101661e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -11016600.000000 Penalty: 5447.897461
	Iteration 43Q: 3 clusters Score -1.10166e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -11016497.000000 Penalty: 5447.897461
	Iteration 44Q: 3 clusters Score -1.10165e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -11016439.000000 Penalty: 5447.897461
	Iteration 45Q: 3 clusters Score -1.101644e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -11016353.000000 Penalty: 5447.897461
	Iteration 46Q: 3 clusters Score -1.101635e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -11016316.000000 Penalty: 5447.897461
	Iteration 47Q: 3 clusters Score -1.101632e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -11016235.000000 Penalty: 5447.897461
	Iteration 48Q: 3 clusters Score -1.101624e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -11016142.000000 Penalty: 5447.897461
	Iteration 49Q: 3 clusters Score -1.101614e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -11015986.000000 Penalty: 5447.897461
	Iteration 50Q: 3 clusters Score -1.101599e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -11016004.000000 Penalty: 5447.897461
	Iteration 51Q: 3 clusters Score -1.1016e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -11016012.000000 Penalty: 5447.897461
	Iteration 52Q: 3 clusters Score -1.101601e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -11016097.000000 Penalty: 5447.897461
	Iteration 53Q: 3 clusters Score -1.10161e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -11016085.000000 Penalty: 5447.897461
	Iteration 54Q: 3 clusters Score -1.101608e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -11016233.000000 Penalty: 5447.897461
	Iteration 55Q: 3 clusters Score -1.101623e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -11016170.000000 Penalty: 5447.897461
	Iteration 56Q: 3 clusters Score -1.101617e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -11016159.000000 Penalty: 5447.897461
	Iteration 57Q: 3 clusters Score -1.101616e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -11016170.000000 Penalty: 5447.897461
	Iteration 58Q: 3 clusters Score -1.101617e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -11016237.000000 Penalty: 5447.897461
	Iteration 59Q: 3 clusters Score -1.101624e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -11016218.000000 Penalty: 5447.897461
	Iteration 60F: 3 clusters Score -1.101622e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -11016180.000000 Penalty: 5447.897461
	Iteration 61Q: 3 clusters Score -1.101618e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -11016239.000000 Penalty: 5447.897461
	Iteration 62Q: 3 clusters Score -1.101624e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -11016256.000000 Penalty: 5447.897461
	Iteration 63Q: 3 clusters Score -1.101626e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -11016263.000000 Penalty: 5447.897461
	Iteration 64Q: 3 clusters Score -1.101626e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -11016270.000000 Penalty: 5447.897461
	Iteration 65Q: 3 clusters Score -1.101627e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -11016237.000000 Penalty: 5447.897461
	Iteration 66Q: 3 clusters Score -1.101624e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -11016265.000000 Penalty: 5447.897461
	Iteration 67Q: 3 clusters Score -1.101626e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -11016242.000000 Penalty: 5447.897461
	Iteration 68Q: 3 clusters Score -1.101624e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -11016269.000000 Penalty: 5447.897461
	Iteration 69Q: 3 clusters Score -1.101627e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -11016278.000000 Penalty: 5447.897461
	Iteration 70Q: 3 clusters Score -1.101628e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -11016256.000000 Penalty: 5447.897461
	Iteration 71Q: 3 clusters Score -1.101626e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -11016240.000000 Penalty: 5447.897461
	Iteration 72Q: 3 clusters Score -1.101624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -11016228.000000 Penalty: 5447.897461
	Iteration 73Q: 3 clusters Score -1.101623e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -11016207.000000 Penalty: 5447.897461
	Iteration 74Q: 3 clusters Score -1.101621e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -11016179.000000 Penalty: 5447.897461
	Iteration 75Q: 3 clusters Score -1.101618e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -11016151.000000 Penalty: 5447.897461
	Iteration 76Q: 3 clusters Score -1.101615e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -11016088.000000 Penalty: 5447.897461
	Iteration 77Q: 3 clusters Score -1.101609e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -11016063.000000 Penalty: 5447.897461
	Iteration 78Q: 3 clusters Score -1.101606e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -11016032.000000 Penalty: 5447.897461
	Iteration 79Q: 3 clusters Score -1.101603e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -11015967.000000 Penalty: 5447.897461
	Iteration 80F: 3 clusters Score -1.101597e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -11015938.000000 Penalty: 5447.897461
	Iteration 81Q: 3 clusters Score -1.101594e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -11015904.000000 Penalty: 5447.897461
	Iteration 82Q: 3 clusters Score -1.10159e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -11015758.000000 Penalty: 5447.897461
	Iteration 83Q: 3 clusters Score -1.101576e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -11015607.000000 Penalty: 5447.897461
	Iteration 84Q: 3 clusters Score -1.101561e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -11015350.000000 Penalty: 5447.897461
	Iteration 85Q: 3 clusters Score -1.101535e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -11014793.000000 Penalty: 5447.897461
	Iteration 86Q: 3 clusters Score -1.101479e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -11014329.000000 Penalty: 5447.897461
	Iteration 87Q: 3 clusters Score -1.101433e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -11013984.000000 Penalty: 5447.897461
	Iteration 88Q: 3 clusters Score -1.101398e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -11013886.000000 Penalty: 5447.897461
	Iteration 89Q: 3 clusters Score -1.101389e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -11013883.000000 Penalty: 5447.897461
	Iteration 90Q: 3 clusters Score -1.101388e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -11013773.000000 Penalty: 5447.897461
	Iteration 91Q: 3 clusters Score -1.101377e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -11013546.000000 Penalty: 5447.897461
	Iteration 92Q: 3 clusters Score -1.101355e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -11013424.000000 Penalty: 5447.897461
	Iteration 93Q: 3 clusters Score -1.101342e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -11013313.000000 Penalty: 5447.897461
	Iteration 94Q: 3 clusters Score -1.101331e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -11013232.000000 Penalty: 5447.897461
	Iteration 95Q: 3 clusters Score -1.101323e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -11013052.000000 Penalty: 5447.897461
	Iteration 96Q: 3 clusters Score -1.101305e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -11012909.000000 Penalty: 5447.897461
	Iteration 97Q: 3 clusters Score -1.101291e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -11012667.000000 Penalty: 5447.897461
	Iteration 98Q: 3 clusters Score -1.101267e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -11012508.000000 Penalty: 5447.897461
	Iteration 99Q: 3 clusters Score -1.101251e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -11012368.000000 Penalty: 5447.897461
	Iteration 100F: 3 clusters Score -1.101237e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -11012164.000000 Penalty: 5447.897461
	Iteration 101Q: 3 clusters Score -1.101216e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -11012129.000000 Penalty: 5447.897461
	Iteration 102Q: 3 clusters Score -1.101213e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -11012050.000000 Penalty: 5447.897461
	Iteration 103Q: 3 clusters Score -1.101205e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -11011955.000000 Penalty: 5447.897461
	Iteration 104Q: 3 clusters Score -1.101196e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -11011868.000000 Penalty: 5447.897461
	Iteration 105Q: 3 clusters Score -1.101187e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -11011753.000000 Penalty: 5447.897461
	Iteration 106Q: 3 clusters Score -1.101175e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -11011652.000000 Penalty: 5447.897461
	Iteration 107Q: 3 clusters Score -1.101165e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -11011470.000000 Penalty: 5447.897461
	Iteration 108Q: 3 clusters Score -1.101147e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -11011274.000000 Penalty: 5447.897461
	Iteration 109Q: 3 clusters Score -1.101127e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -11011116.000000 Penalty: 5447.897461
	Iteration 110Q: 3 clusters Score -1.101112e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -11011096.000000 Penalty: 5447.897461
	Iteration 111Q: 3 clusters Score -1.10111e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -11010963.000000 Penalty: 5447.897461
	Iteration 112Q: 3 clusters Score -1.101096e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -11010737.000000 Penalty: 5447.897461
	Iteration 113Q: 3 clusters Score -1.101074e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -11010593.000000 Penalty: 5447.897461
	Iteration 114Q: 3 clusters Score -1.101059e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -11010429.000000 Penalty: 5447.897461
	Iteration 115Q: 3 clusters Score -1.101043e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -11010365.000000 Penalty: 5447.897461
	Iteration 116Q: 3 clusters Score -1.101036e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -11010205.000000 Penalty: 5447.897461
	Iteration 117Q: 3 clusters Score -1.10102e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -11010085.000000 Penalty: 5447.897461
	Iteration 118Q: 3 clusters Score -1.101008e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -11009953.000000 Penalty: 5447.897461
	Iteration 119Q: 3 clusters Score -1.100995e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -11009891.000000 Penalty: 5447.897461
	Iteration 120F: 3 clusters Score -1.100989e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -11009857.000000 Penalty: 5447.897461
	Iteration 121Q: 3 clusters Score -1.100986e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -11009842.000000 Penalty: 5447.897461
	Iteration 122Q: 3 clusters Score -1.100984e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -11009759.000000 Penalty: 5447.897461
	Iteration 123Q: 3 clusters Score -1.100976e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -11009697.000000 Penalty: 5447.897461
	Iteration 124Q: 3 clusters Score -1.10097e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -11009633.000000 Penalty: 5447.897461
	Iteration 125Q: 3 clusters Score -1.100963e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -11009529.000000 Penalty: 5447.897461
	Iteration 126Q: 3 clusters Score -1.100953e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -11009442.000000 Penalty: 5447.897461
	Iteration 127Q: 3 clusters Score -1.100944e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -11009344.000000 Penalty: 5447.897461
	Iteration 128Q: 3 clusters Score -1.100934e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -11009241.000000 Penalty: 5447.897461
	Iteration 129Q: 3 clusters Score -1.100924e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -11009184.000000 Penalty: 5447.897461
	Iteration 130Q: 3 clusters Score -1.100918e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -11009118.000000 Penalty: 5447.897461
	Iteration 131Q: 3 clusters Score -1.100912e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -11009014.000000 Penalty: 5447.897461
	Iteration 132Q: 3 clusters Score -1.100901e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -11008986.000000 Penalty: 5447.897461
	Iteration 133Q: 3 clusters Score -1.100899e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -11008898.000000 Penalty: 5447.897461
	Iteration 134Q: 3 clusters Score -1.10089e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -11008860.000000 Penalty: 5447.897461
	Iteration 135Q: 3 clusters Score -1.100886e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -11008823.000000 Penalty: 5447.897461
	Iteration 136Q: 3 clusters Score -1.100882e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -11008847.000000 Penalty: 5447.897461
	Iteration 137Q: 3 clusters Score -1.100885e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -11008819.000000 Penalty: 5447.897461
	Iteration 138Q: 3 clusters Score -1.100882e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -11008813.000000 Penalty: 5447.897461
	Iteration 139Q: 3 clusters Score -1.100881e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -11008754.000000 Penalty: 5447.897461
	Iteration 140F: 3 clusters Score -1.100875e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -11008672.000000 Penalty: 5447.897461
	Iteration 141Q: 3 clusters Score -1.100867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -11008626.000000 Penalty: 5447.897461
	Iteration 142Q: 3 clusters Score -1.100863e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -11008562.000000 Penalty: 5447.897461
	Iteration 143Q: 3 clusters Score -1.100856e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -11008526.000000 Penalty: 5447.897461
	Iteration 144Q: 3 clusters Score -1.100853e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -11008478.000000 Penalty: 5447.897461
	Iteration 145Q: 3 clusters Score -1.100848e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -11008513.000000 Penalty: 5447.897461
	Iteration 146Q: 3 clusters Score -1.100851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -11008523.000000 Penalty: 5447.897461
	Iteration 147Q: 3 clusters Score -1.100852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -11008513.000000 Penalty: 5447.897461
	Iteration 148Q: 3 clusters Score -1.100851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -11008512.000000 Penalty: 5447.897461
	Iteration 149Q: 3 clusters Score -1.100851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -11008450.000000 Penalty: 5447.897461
	Iteration 150Q: 3 clusters Score -1.100845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -11008416.000000 Penalty: 5447.897461
	Iteration 151Q: 3 clusters Score -1.100842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -11008483.000000 Penalty: 5447.897461
	Iteration 152Q: 3 clusters Score -1.100848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -11008466.000000 Penalty: 5447.897461
	Iteration 153Q: 3 clusters Score -1.100847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -11008467.000000 Penalty: 5447.897461
	Iteration 154Q: 3 clusters Score -1.100847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -11008475.000000 Penalty: 5447.897461
	Iteration 155Q: 3 clusters Score -1.100848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -11008485.000000 Penalty: 5447.897461
	Iteration 156Q: 3 clusters Score -1.100848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -11008461.000000 Penalty: 5447.897461
	Iteration 157Q: 3 clusters Score -1.100846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -11008441.000000 Penalty: 5447.897461
	Iteration 158Q: 3 clusters Score -1.100844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -11008432.000000 Penalty: 5447.897461
	Iteration 159Q: 3 clusters Score -1.100843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -11008451.000000 Penalty: 5447.897461
	Iteration 160F: 3 clusters Score -1.100845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -11008464.000000 Penalty: 5447.897461
	Iteration 161Q: 3 clusters Score -1.100846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -11008460.000000 Penalty: 5447.897461
	Iteration 162Q: 3 clusters Score -1.100846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -11008467.000000 Penalty: 5447.897461
	Iteration 163Q: 3 clusters Score -1.100847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -11008497.000000 Penalty: 5447.897461
	Iteration 164Q: 3 clusters Score -1.10085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -11008506.000000 Penalty: 5447.897461
	Iteration 165Q: 3 clusters Score -1.100851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -11008505.000000 Penalty: 5447.897461
	Iteration 166Q: 3 clusters Score -1.10085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -11008490.000000 Penalty: 5447.897461
	Iteration 167Q: 3 clusters Score -1.100849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -11008452.000000 Penalty: 5447.897461
	Iteration 168Q: 3 clusters Score -1.100845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -11008427.000000 Penalty: 5447.897461
	Iteration 169Q: 3 clusters Score -1.100843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -11008434.000000 Penalty: 5447.897461
	Iteration 170Q: 3 clusters Score -1.100843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -11008460.000000 Penalty: 5447.897461
	Iteration 171Q: 3 clusters Score -1.100846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -11008447.000000 Penalty: 5447.897461
	Iteration 172Q: 3 clusters Score -1.100845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -11008445.000000 Penalty: 5447.897461
	Iteration 173Q: 3 clusters Score -1.100844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -11008432.000000 Penalty: 5447.897461
	Iteration 174Q: 3 clusters Score -1.100843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -11008457.000000 Penalty: 5447.897461
	Iteration 175Q: 3 clusters Score -1.100846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -11008444.000000 Penalty: 5447.897461
	Iteration 176Q: 3 clusters Score -1.100844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -11008451.000000 Penalty: 5447.897461
	Iteration 177Q: 3 clusters Score -1.100845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -11008443.000000 Penalty: 5447.897461
	Iteration 178Q: 3 clusters Score -1.100844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -11008460.000000 Penalty: 5447.897461
	Iteration 179Q: 3 clusters Score -1.100846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -11008445.000000 Penalty: 5447.897461
	Iteration 180F: 3 clusters Score -1.100844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -11008472.000000 Penalty: 5447.897461
	Iteration 181Q: 3 clusters Score -1.100847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -11008480.000000 Penalty: 5447.897461
	Iteration 182Q: 3 clusters Score -1.100848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -11008480.000000 Penalty: 5447.897461
	Iteration 183Q: 3 clusters Score -1.100848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -11008460.000000 Penalty: 5447.897461
	Iteration 184Q: 3 clusters Score -1.100846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -11008463.000000 Penalty: 5447.897461
	Iteration 185Q: 3 clusters Score -1.100846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -11008480.000000 Penalty: 5447.897461
	Iteration 186Q: 3 clusters Score -1.100848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -11008481.000000 Penalty: 5447.897461
	Iteration 187Q: 3 clusters Score -1.100848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -11008484.000000 Penalty: 5447.897461
	Iteration 188Q: 3 clusters Score -1.100848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -11008480.000000 Penalty: 5447.897461
	Iteration 189Q: 3 clusters Score -1.100848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -11008468.000000 Penalty: 5447.897461
	Iteration 190Q: 3 clusters Score -1.100847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -11008489.000000 Penalty: 5447.897461
	Iteration 191Q: 3 clusters Score -1.100849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -11008505.000000 Penalty: 5447.897461
	Iteration 192Q: 3 clusters Score -1.10085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -11008492.000000 Penalty: 5447.897461
	Iteration 193Q: 3 clusters Score -1.100849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -11008502.000000 Penalty: 5447.897461
	Iteration 194Q: 3 clusters Score -1.10085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -11008487.000000 Penalty: 5447.897461
	Iteration 195Q: 3 clusters Score -1.100849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -11008498.000000 Penalty: 5447.897461
	Iteration 196Q: 3 clusters Score -1.10085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -11008498.000000 Penalty: 5447.897461
	Iteration 197F: 3 clusters Score -1.10085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -141271.109375 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -141271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -139598.656250 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -139598.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -140115.984375 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -140116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -140340.078125 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -140340.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -140494.734375 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -140494.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -140605.984375 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -140606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -140684.859375 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -140684.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -140736.609375 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -140736.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -140802.578125 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -140802.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -140850.921875 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -140850.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -140908.015625 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -140908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -140974.718750 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -140974.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -141018.750000 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -141018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -141099.734375 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -141099.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -141196.984375 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -141197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -141368.671875 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -141368.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -141506.609375 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -141506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -141576.062500 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -141576.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -141599.218750 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -141599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -141612.359375 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -141612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -141612.359375 Penalty: 3330.228516
	Iteration 19F: 3 clusters Score -141612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2419 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 50169 members 
Mstep: Class 7 contains 4052 members 
Mstep: Class 8 contains 12535 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 5437 members 
Mstep: Class 14 contains 28016 members 
Mstep: Class 15 contains 58904 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 35501 members 
Mstep: Class 19 contains 5919 members 
Mstep: Class 20 contains 10346 members 
Mstep: Class 21 contains 11284 members 
Mstep: Class 22 contains 36531 members 
Mstep: Class 23 contains 37715 members 
Mstep: Class 24 contains 29296 members 
Mstep: Class 25 contains 4025 members 
Mstep: Class 26 contains 11567 members 
Mstep: Class 27 contains 67331 members 
Mstep: Class 28 contains 22796 members 
Mstep: Class 29 contains 23540 members 
Mstep: Class 30 contains 22329 members 
Mstep: Class 31 contains 46304 members 
Mstep: Class 32 contains 64249 members 
Mstep: Class 33 contains 558 members 
Entering Unmasked Estep 
Score: -110156352.000000 Penalty: 108921.187500
Splitting cluster 16 changes total score from -110159352.000000 to -110156352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -99154.531250 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -99154.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97549.648438 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -97549.65 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97861.789062 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -97861.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98013.171875 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -98013.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98098.476562 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -98098.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98144.812500 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -98144.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98171.375000 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -98171.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98204.687500 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -98204.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98256.218750 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -98256.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98270.976562 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98270.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98288.820312 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98288.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98293.804688 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -98294.867188 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98294.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98296.007812 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -98296.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98300.867188 Penalty: 3225.383789
	Iteration 13F: 3 clusters Score -98300.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98308.843750 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -98308.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98309.945312 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -98309.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98309.945312 Penalty: 3225.383789
	Iteration 16F: 3 clusters Score -98309.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Entering Unmasked Estep 
Score: -6622275.000000 Penalty: 2598.374268
	Iteration 0F: 2 clusters Score -6622275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -6598320.500000 Penalty: 5196.748535
	Iteration 0F: 3 clusters Score -6598320 nChanged 16202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -6607050.500000 Penalty: 5196.748535
	Iteration 1F: 3 clusters Score -6607050 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -6607511.000000 Penalty: 5196.748535
	Iteration 2Q: 3 clusters Score -6607511 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -6607914.000000 Penalty: 5196.748535
	Iteration 3Q: 3 clusters Score -6607914 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -6608325.500000 Penalty: 5196.748535
	Iteration 4Q: 3 clusters Score -6608326 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -6608770.000000 Penalty: 5196.748535
	Iteration 5Q: 3 clusters Score -6608770 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -6609365.000000 Penalty: 5196.748535
	Iteration 6Q: 3 clusters Score -6609365 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -6610067.000000 Penalty: 5196.748535
	Iteration 7Q: 3 clusters Score -6610067 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -6610937.500000 Penalty: 5196.748535
	Iteration 8Q: 3 clusters Score -6610938 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -6611895.500000 Penalty: 5196.748535
	Iteration 9Q: 3 clusters Score -6611896 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -6613039.000000 Penalty: 5196.748535
	Iteration 10Q: 3 clusters Score -6613039 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -6614055.000000 Penalty: 5196.748535
	Iteration 11Q: 3 clusters Score -6614055 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -6614933.500000 Penalty: 5196.748535
	Iteration 12Q: 3 clusters Score -6614934 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -6615545.000000 Penalty: 5196.748535
	Iteration 13Q: 3 clusters Score -6615545 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -6615914.500000 Penalty: 5196.748535
	Iteration 14Q: 3 clusters Score -6615914 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -6616112.500000 Penalty: 5196.748535
	Iteration 15Q: 3 clusters Score -6616112 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -6616215.500000 Penalty: 5196.748535
	Iteration 16Q: 3 clusters Score -6616216 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -6616245.500000 Penalty: 5196.748535
	Iteration 17Q: 3 clusters Score -6616246 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -6616286.500000 Penalty: 5196.748535
	Iteration 18Q: 3 clusters Score -6616286 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -6616330.500000 Penalty: 5196.748535
	Iteration 19Q: 3 clusters Score -6616330 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -6616382.000000 Penalty: 5196.748535
	Iteration 20F: 3 clusters Score -6616382 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -6616411.500000 Penalty: 5196.748535
	Iteration 21Q: 3 clusters Score -6616412 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -6616430.000000 Penalty: 5196.748535
	Iteration 22Q: 3 clusters Score -6616430 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -6616441.500000 Penalty: 5196.748535
	Iteration 23Q: 3 clusters Score -6616442 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -6616471.000000 Penalty: 5196.748535
	Iteration 24Q: 3 clusters Score -6616471 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -6616483.000000 Penalty: 5196.748535
	Iteration 25Q: 3 clusters Score -6616483 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -6616510.500000 Penalty: 5196.748535
	Iteration 26Q: 3 clusters Score -6616510 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -6616539.000000 Penalty: 5196.748535
	Iteration 27Q: 3 clusters Score -6616539 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -6616552.500000 Penalty: 5196.748535
	Iteration 28Q: 3 clusters Score -6616552 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -6616562.000000 Penalty: 5196.748535
	Iteration 29Q: 3 clusters Score -6616562 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -6616571.500000 Penalty: 5196.748535
	Iteration 30Q: 3 clusters Score -6616572 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -6616594.000000 Penalty: 5196.748535
	Iteration 31Q: 3 clusters Score -6616594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -6616606.000000 Penalty: 5196.748535
	Iteration 32Q: 3 clusters Score -6616606 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -6616627.500000 Penalty: 5196.748535
	Iteration 33Q: 3 clusters Score -6616628 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -6616653.000000 Penalty: 5196.748535
	Iteration 34Q: 3 clusters Score -6616653 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -6616649.000000 Penalty: 5196.748535
	Iteration 35Q: 3 clusters Score -6616649 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -6616658.000000 Penalty: 5196.748535
	Iteration 36Q: 3 clusters Score -6616658 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -6616658.500000 Penalty: 5196.748535
	Iteration 37Q: 3 clusters Score -6616658 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -6616682.500000 Penalty: 5196.748535
	Iteration 38Q: 3 clusters Score -6616682 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -6616683.500000 Penalty: 5196.748535
	Iteration 39Q: 3 clusters Score -6616684 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -6616698.500000 Penalty: 5196.748535
	Iteration 40F: 3 clusters Score -6616698 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -6616709.000000 Penalty: 5196.748535
	Iteration 41Q: 3 clusters Score -6616709 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -6616729.000000 Penalty: 5196.748535
	Iteration 42Q: 3 clusters Score -6616729 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -6616742.500000 Penalty: 5196.748535
	Iteration 43Q: 3 clusters Score -6616742 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -6616764.000000 Penalty: 5196.748535
	Iteration 44Q: 3 clusters Score -6616764 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -6616777.500000 Penalty: 5196.748535
	Iteration 45Q: 3 clusters Score -6616778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -6616801.500000 Penalty: 5196.748535
	Iteration 46Q: 3 clusters Score -6616802 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -6616823.500000 Penalty: 5196.748535
	Iteration 47Q: 3 clusters Score -6616824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -6616827.000000 Penalty: 5196.748535
	Iteration 48Q: 3 clusters Score -6616827 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -6616821.000000 Penalty: 5196.748535
	Iteration 49Q: 3 clusters Score -6616821 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -6616837.500000 Penalty: 5196.748535
	Iteration 50Q: 3 clusters Score -6616838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -6616843.500000 Penalty: 5196.748535
	Iteration 51Q: 3 clusters Score -6616844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -6616847.500000 Penalty: 5196.748535
	Iteration 52Q: 3 clusters Score -6616848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6616847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -6616858.500000 Penalty: 5196.748535
	Iteration 54Q: 3 clusters Score -6616858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -6616843.500000 Penalty: 5196.748535
	Iteration 55Q: 3 clusters Score -6616844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -6616849.000000 Penalty: 5196.748535
	Iteration 56Q: 3 clusters Score -6616849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -6616861.000000 Penalty: 5196.748535
	Iteration 57Q: 3 clusters Score -6616861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -6616865.000000 Penalty: 5196.748535
	Iteration 58Q: 3 clusters Score -6616865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6616866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -6616867.500000 Penalty: 5196.748535
	Iteration 60F: 3 clusters Score -6616868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -6616862.500000 Penalty: 5196.748535
	Iteration 61Q: 3 clusters Score -6616862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -6616879.500000 Penalty: 5196.748535
	Iteration 62Q: 3 clusters Score -6616880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -6616889.000000 Penalty: 5196.748535
	Iteration 63Q: 3 clusters Score -6616889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -6616862.000000 Penalty: 5196.748535
	Iteration 64Q: 3 clusters Score -6616862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -6616851.500000 Penalty: 5196.748535
	Iteration 65Q: 3 clusters Score -6616852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -6616853.000000 Penalty: 5196.748535
	Iteration 66Q: 3 clusters Score -6616853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6616860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -6616875.500000 Penalty: 5196.748535
	Iteration 68Q: 3 clusters Score -6616876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -6616868.500000 Penalty: 5196.748535
	Iteration 69Q: 3 clusters Score -6616868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -6616873.000000 Penalty: 5196.748535
	Iteration 70Q: 3 clusters Score -6616873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -6616880.500000 Penalty: 5196.748535
	Iteration 71Q: 3 clusters Score -6616880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -6616885.000000 Penalty: 5196.748535
	Iteration 72Q: 3 clusters Score -6616885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -6616888.500000 Penalty: 5196.748535
	Iteration 73Q: 3 clusters Score -6616888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -6616898.500000 Penalty: 5196.748535
	Iteration 74Q: 3 clusters Score -6616898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -6616916.500000 Penalty: 5196.748535
	Iteration 75Q: 3 clusters Score -6616916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -6616910.500000 Penalty: 5196.748535
	Iteration 76Q: 3 clusters Score -6616910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -6616905.500000 Penalty: 5196.748535
	Iteration 77Q: 3 clusters Score -6616906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -6616911.000000 Penalty: 5196.748535
	Iteration 78Q: 3 clusters Score -6616911 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6616910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -6616923.500000 Penalty: 5196.748535
	Iteration 80F: 3 clusters Score -6616924 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -6616931.000000 Penalty: 5196.748535
	Iteration 81Q: 3 clusters Score -6616931 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -6616925.500000 Penalty: 5196.748535
	Iteration 82Q: 3 clusters Score -6616926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6616931 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -6616943.500000 Penalty: 5196.748535
	Iteration 84Q: 3 clusters Score -6616944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -6616934.500000 Penalty: 5196.748535
	Iteration 85Q: 3 clusters Score -6616934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -6616941.000000 Penalty: 5196.748535
	Iteration 86Q: 3 clusters Score -6616941 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -6616951.000000 Penalty: 5196.748535
	Iteration 87Q: 3 clusters Score -6616951 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -6616943.000000 Penalty: 5196.748535
	Iteration 88Q: 3 clusters Score -6616943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -6616955.000000 Penalty: 5196.748535
	Iteration 89Q: 3 clusters Score -6616955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -6616966.000000 Penalty: 5196.748535
	Iteration 90Q: 3 clusters Score -6616966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -6616986.000000 Penalty: 5196.748535
	Iteration 91Q: 3 clusters Score -6616986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -6617015.500000 Penalty: 5196.748535
	Iteration 92Q: 3 clusters Score -6617016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -6617002.000000 Penalty: 5196.748535
	Iteration 93Q: 3 clusters Score -6617002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -6617014.500000 Penalty: 5196.748535
	Iteration 94Q: 3 clusters Score -6617014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -6617024.000000 Penalty: 5196.748535
	Iteration 95Q: 3 clusters Score -6617024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -6617026.000000 Penalty: 5196.748535
	Iteration 96Q: 3 clusters Score -6617026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -6617030.000000 Penalty: 5196.748535
	Iteration 97Q: 3 clusters Score -6617030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -6617027.000000 Penalty: 5196.748535
	Iteration 98Q: 3 clusters Score -6617027 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -6617046.000000 Penalty: 5196.748535
	Iteration 99Q: 3 clusters Score -6617046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -6617043.000000 Penalty: 5196.748535
	Iteration 100F: 3 clusters Score -6617043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -6617031.000000 Penalty: 5196.748535
	Iteration 101Q: 3 clusters Score -6617031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -6617049.000000 Penalty: 5196.748535
	Iteration 102Q: 3 clusters Score -6617049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -6617053.500000 Penalty: 5196.748535
	Iteration 103Q: 3 clusters Score -6617054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -6617063.500000 Penalty: 5196.748535
	Iteration 104Q: 3 clusters Score -6617064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -6617074.500000 Penalty: 5196.748535
	Iteration 105Q: 3 clusters Score -6617074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -6617076.000000 Penalty: 5196.748535
	Iteration 106Q: 3 clusters Score -6617076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -6617077.500000 Penalty: 5196.748535
	Iteration 107Q: 3 clusters Score -6617078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -6617079.000000 Penalty: 5196.748535
	Iteration 108Q: 3 clusters Score -6617079 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -6617086.000000 Penalty: 5196.748535
	Iteration 109Q: 3 clusters Score -6617086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -6617088.500000 Penalty: 5196.748535
	Iteration 110Q: 3 clusters Score -6617088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -6617097.000000 Penalty: 5196.748535
	Iteration 111Q: 3 clusters Score -6617097 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -6617101.000000 Penalty: 5196.748535
	Iteration 112Q: 3 clusters Score -6617101 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -6617096.500000 Penalty: 5196.748535
	Iteration 113Q: 3 clusters Score -6617096 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -6617095.500000 Penalty: 5196.748535
	Iteration 114Q: 3 clusters Score -6617096 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -6617115.000000 Penalty: 5196.748535
	Iteration 115Q: 3 clusters Score -6617115 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -6617126.000000 Penalty: 5196.748535
	Iteration 116Q: 3 clusters Score -6617126 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -6617147.500000 Penalty: 5196.748535
	Iteration 117Q: 3 clusters Score -6617148 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -6617160.000000 Penalty: 5196.748535
	Iteration 118Q: 3 clusters Score -6617160 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -6617158.000000 Penalty: 5196.748535
	Iteration 119Q: 3 clusters Score -6617158 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -6617200.000000 Penalty: 5196.748535
	Iteration 120F: 3 clusters Score -6617200 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -6617205.000000 Penalty: 5196.748535
	Iteration 121Q: 3 clusters Score -6617205 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -6617221.500000 Penalty: 5196.748535
	Iteration 122Q: 3 clusters Score -6617222 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -6617225.000000 Penalty: 5196.748535
	Iteration 123Q: 3 clusters Score -6617225 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -6617228.500000 Penalty: 5196.748535
	Iteration 124Q: 3 clusters Score -6617228 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6617252 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -6617257.500000 Penalty: 5196.748535
	Iteration 126Q: 3 clusters Score -6617258 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -6617291.000000 Penalty: 5196.748535
	Iteration 127Q: 3 clusters Score -6617291 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -6617319.000000 Penalty: 5196.748535
	Iteration 128Q: 3 clusters Score -6617319 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -6617334.500000 Penalty: 5196.748535
	Iteration 129Q: 3 clusters Score -6617334 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -6617370.000000 Penalty: 5196.748535
	Iteration 130Q: 3 clusters Score -6617370 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -6617385.000000 Penalty: 5196.748535
	Iteration 131Q: 3 clusters Score -6617385 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -6617412.000000 Penalty: 5196.748535
	Iteration 132Q: 3 clusters Score -6617412 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -6617441.000000 Penalty: 5196.748535
	Iteration 133Q: 3 clusters Score -6617441 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -6617483.500000 Penalty: 5196.748535
	Iteration 134Q: 3 clusters Score -6617484 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -6617552.500000 Penalty: 5196.748535
	Iteration 135Q: 3 clusters Score -6617552 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -6617606.000000 Penalty: 5196.748535
	Iteration 136Q: 3 clusters Score -6617606 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -6617642.500000 Penalty: 5196.748535
	Iteration 137Q: 3 clusters Score -6617642 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -6617675.500000 Penalty: 5196.748535
	Iteration 138Q: 3 clusters Score -6617676 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -6617703.500000 Penalty: 5196.748535
	Iteration 139Q: 3 clusters Score -6617704 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -6617765.500000 Penalty: 5196.748535
	Iteration 140F: 3 clusters Score -6617766 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -6617786.000000 Penalty: 5196.748535
	Iteration 141Q: 3 clusters Score -6617786 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -6617885.500000 Penalty: 5196.748535
	Iteration 142Q: 3 clusters Score -6617886 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -6617996.000000 Penalty: 5196.748535
	Iteration 143Q: 3 clusters Score -6617996 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -6618079.500000 Penalty: 5196.748535
	Iteration 144Q: 3 clusters Score -6618080 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -6618168.000000 Penalty: 5196.748535
	Iteration 145Q: 3 clusters Score -6618168 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -6618267.500000 Penalty: 5196.748535
	Iteration 146Q: 3 clusters Score -6618268 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -6618336.500000 Penalty: 5196.748535
	Iteration 147Q: 3 clusters Score -6618336 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -6618472.000000 Penalty: 5196.748535
	Iteration 148Q: 3 clusters Score -6618472 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -6618580.500000 Penalty: 5196.748535
	Iteration 149Q: 3 clusters Score -6618580 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -6618679.000000 Penalty: 5196.748535
	Iteration 150Q: 3 clusters Score -6618679 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -6618786.500000 Penalty: 5196.748535
	Iteration 151Q: 3 clusters Score -6618786 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -6618941.500000 Penalty: 5196.748535
	Iteration 152Q: 3 clusters Score -6618942 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -6619025.000000 Penalty: 5196.748535
	Iteration 153Q: 3 clusters Score -6619025 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -6619173.500000 Penalty: 5196.748535
	Iteration 154Q: 3 clusters Score -6619174 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -6619317.500000 Penalty: 5196.748535
	Iteration 155Q: 3 clusters Score -6619318 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -6619437.500000 Penalty: 5196.748535
	Iteration 156Q: 3 clusters Score -6619438 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -6619531.000000 Penalty: 5196.748535
	Iteration 157Q: 3 clusters Score -6619531 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -6619626.000000 Penalty: 5196.748535
	Iteration 158Q: 3 clusters Score -6619626 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -6619740.500000 Penalty: 5196.748535
	Iteration 159Q: 3 clusters Score -6619740 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -6619842.500000 Penalty: 5196.748535
	Iteration 160F: 3 clusters Score -6619842 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -6619952.500000 Penalty: 5196.748535
	Iteration 161Q: 3 clusters Score -6619952 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6620083.500000 Penalty: 5196.748535
	Iteration 162Q: 3 clusters Score -6620084 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6620121.000000 Penalty: 5196.748535
	Iteration 163Q: 3 clusters Score -6620121 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6620163.000000 Penalty: 5196.748535
	Iteration 164Q: 3 clusters Score -6620163 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6620230.000000 Penalty: 5196.748535
	Iteration 165Q: 3 clusters Score -6620230 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6620255.000000 Penalty: 5196.748535
	Iteration 166Q: 3 clusters Score -6620255 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6620286.000000 Penalty: 5196.748535
	Iteration 167Q: 3 clusters Score -6620286 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6620312.000000 Penalty: 5196.748535
	Iteration 168Q: 3 clusters Score -6620312 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6620335.000000 Penalty: 5196.748535
	Iteration 169Q: 3 clusters Score -6620335 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6620352.500000 Penalty: 5196.748535
	Iteration 170Q: 3 clusters Score -6620352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6620371.500000 Penalty: 5196.748535
	Iteration 171Q: 3 clusters Score -6620372 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6620389.000000 Penalty: 5196.748535
	Iteration 172Q: 3 clusters Score -6620389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6620387.000000 Penalty: 5196.748535
	Iteration 173Q: 3 clusters Score -6620387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6620392.000000 Penalty: 5196.748535
	Iteration 174Q: 3 clusters Score -6620392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6620390.000000 Penalty: 5196.748535
	Iteration 175Q: 3 clusters Score -6620390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6620393.500000 Penalty: 5196.748535
	Iteration 176Q: 3 clusters Score -6620394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6620395.500000 Penalty: 5196.748535
	Iteration 177Q: 3 clusters Score -6620396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6620409.500000 Penalty: 5196.748535
	Iteration 178Q: 3 clusters Score -6620410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6620422.000000 Penalty: 5196.748535
	Iteration 179Q: 3 clusters Score -6620422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6620434.500000 Penalty: 5196.748535
	Iteration 180F: 3 clusters Score -6620434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6620431.500000 Penalty: 5196.748535
	Iteration 181Q: 3 clusters Score -6620432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6620438.000000 Penalty: 5196.748535
	Iteration 182Q: 3 clusters Score -6620438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6620428.500000 Penalty: 5196.748535
	Iteration 183Q: 3 clusters Score -6620428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6620429.500000 Penalty: 5196.748535
	Iteration 184Q: 3 clusters Score -6620430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6620438.000000 Penalty: 5196.748535
	Iteration 185Q: 3 clusters Score -6620438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6620444.000000 Penalty: 5196.748535
	Iteration 186Q: 3 clusters Score -6620444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6620446.500000 Penalty: 5196.748535
	Iteration 187Q: 3 clusters Score -6620446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6620448.500000 Penalty: 5196.748535
	Iteration 188Q: 3 clusters Score -6620448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6620451.000000 Penalty: 5196.748535
	Iteration 189Q: 3 clusters Score -6620451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6620445.000000 Penalty: 5196.748535
	Iteration 190Q: 3 clusters Score -6620445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6620442.500000 Penalty: 5196.748535
	Iteration 191Q: 3 clusters Score -6620442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6620439.500000 Penalty: 5196.748535
	Iteration 192Q: 3 clusters Score -6620440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6620440.000000 Penalty: 5196.748535
	Iteration 193Q: 3 clusters Score -6620440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6620445.000000 Penalty: 5196.748535
	Iteration 194Q: 3 clusters Score -6620445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6620446.000000 Penalty: 5196.748535
	Iteration 195Q: 3 clusters Score -6620446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6620447.000000 Penalty: 5196.748535
	Iteration 196Q: 3 clusters Score -6620447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6620447.500000 Penalty: 5196.748535
	Iteration 197Q: 3 clusters Score -6620448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6620444.000000 Penalty: 5196.748535
	Iteration 198Q: 3 clusters Score -6620444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6620445.500000 Penalty: 5196.748535
	Iteration 199Q: 3 clusters Score -6620446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6620444.000000 Penalty: 5196.748535
	Iteration 200F: 3 clusters Score -6620444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -1104572.750000 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -1104573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1099477.125000 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -1099477 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1100718.000000 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -1100718 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1100916.625000 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -1100917 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1101043.000000 Penalty: 4308.217773
	Iteration 3Q: 3 clusters Score -1101043 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1101148.250000 Penalty: 4308.217773
	Iteration 4Q: 3 clusters Score -1101148 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1101248.375000 Penalty: 4308.217773
	Iteration 5Q: 3 clusters Score -1101248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1101333.125000 Penalty: 4308.217773
	Iteration 6Q: 3 clusters Score -1101333 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1101394.500000 Penalty: 4308.217773
	Iteration 7Q: 3 clusters Score -1101394 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1101456.500000 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -1101456 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1101515.750000 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -1101516 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1101583.125000 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -1101583 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1101648.625000 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -1101649 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1101713.750000 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -1101714 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1101800.250000 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -1101800 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1101879.250000 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -1101879 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1101957.500000 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -1101958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1102043.875000 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -1102044 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1102125.375000 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -1102125 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1102231.250000 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -1102231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1102313.875000 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -1102314 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1102373.875000 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -1102374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1102414.250000 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -1102414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1102450.375000 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -1102450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1102487.500000 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -1102488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1102532.500000 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -1102532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1102559.750000 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -1102560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1102581.750000 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -1102582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1102595.750000 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -1102596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1102604.750000 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -1102605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1102618.625000 Penalty: 4308.217773
	Iteration 29Q: 3 clusters Score -1102619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1102621.875000 Penalty: 4308.217773
	Iteration 30Q: 3 clusters Score -1102622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1102626.875000 Penalty: 4308.217773
	Iteration 31Q: 3 clusters Score -1102627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1102627.375000 Penalty: 4308.217773
	Iteration 32Q: 3 clusters Score -1102627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1102630.125000 Penalty: 4308.217773
	Iteration 33Q: 3 clusters Score -1102630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1102636.875000 Penalty: 4308.217773
	Iteration 34Q: 3 clusters Score -1102637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1102646.250000 Penalty: 4308.217773
	Iteration 35Q: 3 clusters Score -1102646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1102656.625000 Penalty: 4308.217773
	Iteration 36Q: 3 clusters Score -1102657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1102658.125000 Penalty: 4308.217773
	Iteration 37Q: 3 clusters Score -1102658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1102659.125000 Penalty: 4308.217773
	Iteration 38Q: 3 clusters Score -1102659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1102660.750000 Penalty: 4308.217773
	Iteration 39Q: 3 clusters Score -1102661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1102662.750000 Penalty: 4308.217773
	Iteration 40F: 3 clusters Score -1102663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Entering Unmasked Estep 
Score: -1907134.875000 Penalty: 2292.600098
	Iteration 0F: 2 clusters Score -1907135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1899207.125000 Penalty: 4585.200195
	Iteration 0F: 3 clusters Score -1899207 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1901429.500000 Penalty: 4585.200195
	Iteration 1F: 3 clusters Score -1901430 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1901684.125000 Penalty: 4585.200195
	Iteration 2F: 3 clusters Score -1901684 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1901882.125000 Penalty: 4585.200195
	Iteration 3Q: 3 clusters Score -1901882 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1902023.875000 Penalty: 4585.200195
	Iteration 4Q: 3 clusters Score -1902024 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1902122.250000 Penalty: 4585.200195
	Iteration 5Q: 3 clusters Score -1902122 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1902186.125000 Penalty: 4585.200195
	Iteration 6Q: 3 clusters Score -1902186 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1902263.375000 Penalty: 4585.200195
	Iteration 7Q: 3 clusters Score -1902263 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1902341.500000 Penalty: 4585.200195
	Iteration 8Q: 3 clusters Score -1902342 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1902415.375000 Penalty: 4585.200195
	Iteration 9Q: 3 clusters Score -1902415 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1902489.125000 Penalty: 4585.200195
	Iteration 10Q: 3 clusters Score -1902489 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1902580.125000 Penalty: 4585.200195
	Iteration 11Q: 3 clusters Score -1902580 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1902701.000000 Penalty: 4585.200195
	Iteration 12Q: 3 clusters Score -1902701 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1902839.125000 Penalty: 4585.200195
	Iteration 13Q: 3 clusters Score -1902839 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1903024.625000 Penalty: 4585.200195
	Iteration 14Q: 3 clusters Score -1903025 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1903245.000000 Penalty: 4585.200195
	Iteration 15Q: 3 clusters Score -1903245 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1903543.750000 Penalty: 4585.200195
	Iteration 16Q: 3 clusters Score -1903544 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1903879.125000 Penalty: 4585.200195
	Iteration 17Q: 3 clusters Score -1903879 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1904179.250000 Penalty: 4585.200195
	Iteration 18Q: 3 clusters Score -1904179 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1904404.875000 Penalty: 4585.200195
	Iteration 19Q: 3 clusters Score -1904405 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1904583.250000 Penalty: 4585.200195
	Iteration 20F: 3 clusters Score -1904583 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1904701.500000 Penalty: 4585.200195
	Iteration 21Q: 3 clusters Score -1904702 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1904792.250000 Penalty: 4585.200195
	Iteration 22Q: 3 clusters Score -1904792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1904866.500000 Penalty: 4585.200195
	Iteration 23Q: 3 clusters Score -1904866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1904913.875000 Penalty: 4585.200195
	Iteration 24Q: 3 clusters Score -1904914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1904956.500000 Penalty: 4585.200195
	Iteration 25Q: 3 clusters Score -1904956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1904998.000000 Penalty: 4585.200195
	Iteration 26Q: 3 clusters Score -1904998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1905033.875000 Penalty: 4585.200195
	Iteration 27Q: 3 clusters Score -1905034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1905056.500000 Penalty: 4585.200195
	Iteration 28Q: 3 clusters Score -1905056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1905081.250000 Penalty: 4585.200195
	Iteration 29Q: 3 clusters Score -1905081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1905100.500000 Penalty: 4585.200195
	Iteration 30Q: 3 clusters Score -1905100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1905107.375000 Penalty: 4585.200195
	Iteration 31Q: 3 clusters Score -1905107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1905112.875000 Penalty: 4585.200195
	Iteration 32Q: 3 clusters Score -1905113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1905113.750000 Penalty: 4585.200195
	Iteration 33Q: 3 clusters Score -1905114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1905113.750000 Penalty: 4585.200195
	Iteration 34F: 3 clusters Score -1905114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Entering Unmasked Estep 
Score: -2123324.500000 Penalty: 2314.123047
	Iteration 0F: 2 clusters Score -2123324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2114869.000000 Penalty: 4628.246094
	Iteration 0F: 3 clusters Score -2114869 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2117362.250000 Penalty: 4628.246094
	Iteration 1F: 3 clusters Score -2117362 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2117648.500000 Penalty: 4628.246094
	Iteration 2F: 3 clusters Score -2117648 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2117849.250000 Penalty: 4628.246094
	Iteration 3Q: 3 clusters Score -2117849 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2118026.750000 Penalty: 4628.246094
	Iteration 4Q: 3 clusters Score -2118027 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2118185.250000 Penalty: 4628.246094
	Iteration 5Q: 3 clusters Score -2118185 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2118348.000000 Penalty: 4628.246094
	Iteration 6Q: 3 clusters Score -2118348 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2118517.750000 Penalty: 4628.246094
	Iteration 7Q: 3 clusters Score -2118518 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2118658.000000 Penalty: 4628.246094
	Iteration 8Q: 3 clusters Score -2118658 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2118845.000000 Penalty: 4628.246094
	Iteration 9Q: 3 clusters Score -2118845 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2119077.500000 Penalty: 4628.246094
	Iteration 10Q: 3 clusters Score -2119078 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2119421.250000 Penalty: 4628.246094
	Iteration 11Q: 3 clusters Score -2119421 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2119721.000000 Penalty: 4628.246094
	Iteration 12Q: 3 clusters Score -2119721 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2120128.500000 Penalty: 4628.246094
	Iteration 13Q: 3 clusters Score -2120128 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2120457.500000 Penalty: 4628.246094
	Iteration 14Q: 3 clusters Score -2120458 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2120673.750000 Penalty: 4628.246094
	Iteration 15Q: 3 clusters Score -2120674 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2120891.750000 Penalty: 4628.246094
	Iteration 16Q: 3 clusters Score -2120892 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2121034.250000 Penalty: 4628.246094
	Iteration 17Q: 3 clusters Score -2121034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2121100.500000 Penalty: 4628.246094
	Iteration 18Q: 3 clusters Score -2121100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2121127.250000 Penalty: 4628.246094
	Iteration 19Q: 3 clusters Score -2121127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2121200.750000 Penalty: 4628.246094
	Iteration 20F: 3 clusters Score -2121201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2121248.250000 Penalty: 4628.246094
	Iteration 21Q: 3 clusters Score -2121248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2121268.500000 Penalty: 4628.246094
	Iteration 22Q: 3 clusters Score -2121268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2121277.000000 Penalty: 4628.246094
	Iteration 23Q: 3 clusters Score -2121277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2121297.750000 Penalty: 4628.246094
	Iteration 24Q: 3 clusters Score -2121298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2121301.500000 Penalty: 4628.246094
	Iteration 25Q: 3 clusters Score -2121302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2121304.500000 Penalty: 4628.246094
	Iteration 26Q: 3 clusters Score -2121304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2121303.250000 Penalty: 4628.246094
	Iteration 27Q: 3 clusters Score -2121303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2121303.250000 Penalty: 4628.246094
	Iteration 28F: 3 clusters Score -2121303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Entering Unmasked Estep 
Score: -6820169.000000 Penalty: 2605.467285
	Iteration 0F: 2 clusters Score -6820169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -6795573.500000 Penalty: 5210.934570
	Iteration 0F: 3 clusters Score -6795574 nChanged 16608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -6804553.000000 Penalty: 5210.934570
	Iteration 1F: 3 clusters Score -6804553 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -6804953.500000 Penalty: 5210.934570
	Iteration 2Q: 3 clusters Score -6804954 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -6805259.000000 Penalty: 5210.934570
	Iteration 3Q: 3 clusters Score -6805259 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -6805489.500000 Penalty: 5210.934570
	Iteration 4Q: 3 clusters Score -6805490 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -6805758.500000 Penalty: 5210.934570
	Iteration 5Q: 3 clusters Score -6805758 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -6805985.000000 Penalty: 5210.934570
	Iteration 6Q: 3 clusters Score -6805985 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -6806205.500000 Penalty: 5210.934570
	Iteration 7Q: 3 clusters Score -6806206 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -6806508.000000 Penalty: 5210.934570
	Iteration 8Q: 3 clusters Score -6806508 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -6806833.000000 Penalty: 5210.934570
	Iteration 9Q: 3 clusters Score -6806833 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -6807392.000000 Penalty: 5210.934570
	Iteration 10Q: 3 clusters Score -6807392 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -6808319.500000 Penalty: 5210.934570
	Iteration 11Q: 3 clusters Score -6808320 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -6809561.000000 Penalty: 5210.934570
	Iteration 12F: 3 clusters Score -6809561 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -6811422.000000 Penalty: 5210.934570
	Iteration 13F: 3 clusters Score -6811422 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -6813423.000000 Penalty: 5210.934570
	Iteration 14F: 3 clusters Score -6813423 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -6815334.500000 Penalty: 5210.934570
	Iteration 15F: 3 clusters Score -6815334 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -6816535.000000 Penalty: 5210.934570
	Iteration 16Q: 3 clusters Score -6816535 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -6817188.500000 Penalty: 5210.934570
	Iteration 17Q: 3 clusters Score -6817188 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -6817492.500000 Penalty: 5210.934570
	Iteration 18Q: 3 clusters Score -6817492 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -6817633.500000 Penalty: 5210.934570
	Iteration 19Q: 3 clusters Score -6817634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -6817687.500000 Penalty: 5210.934570
	Iteration 20F: 3 clusters Score -6817688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -6817738.000000 Penalty: 5210.934570
	Iteration 21Q: 3 clusters Score -6817738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -6817778.500000 Penalty: 5210.934570
	Iteration 22Q: 3 clusters Score -6817778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -6817800.000000 Penalty: 5210.934570
	Iteration 23Q: 3 clusters Score -6817800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -6817834.000000 Penalty: 5210.934570
	Iteration 24Q: 3 clusters Score -6817834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -6817860.500000 Penalty: 5210.934570
	Iteration 25Q: 3 clusters Score -6817860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -6817871.000000 Penalty: 5210.934570
	Iteration 26Q: 3 clusters Score -6817871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -6817881.000000 Penalty: 5210.934570
	Iteration 27Q: 3 clusters Score -6817881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -6817881.000000 Penalty: 5210.934570
	Iteration 28Q: 3 clusters Score -6817881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -6817881.000000 Penalty: 5210.934570
	Iteration 29F: 3 clusters Score -6817881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Entering Unmasked Estep 
Score: -6998199.500000 Penalty: 2613.377686
	Iteration 0F: 2 clusters Score -6998200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -6972608.000000 Penalty: 5226.755371
	Iteration 0F: 3 clusters Score -6972608 nChanged 17315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -6982001.000000 Penalty: 5226.755371
	Iteration 1F: 3 clusters Score -6982001 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -6982418.000000 Penalty: 5226.755371
	Iteration 2Q: 3 clusters Score -6982418 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -6982888.500000 Penalty: 5226.755371
	Iteration 3Q: 3 clusters Score -6982888 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -6983257.000000 Penalty: 5226.755371
	Iteration 4Q: 3 clusters Score -6983257 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -6983610.500000 Penalty: 5226.755371
	Iteration 5Q: 3 clusters Score -6983610 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -6983985.500000 Penalty: 5226.755371
	Iteration 6Q: 3 clusters Score -6983986 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -6984474.000000 Penalty: 5226.755371
	Iteration 7Q: 3 clusters Score -6984474 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -6985008.000000 Penalty: 5226.755371
	Iteration 8Q: 3 clusters Score -6985008 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -6985769.000000 Penalty: 5226.755371
	Iteration 9Q: 3 clusters Score -6985769 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -6986970.500000 Penalty: 5226.755371
	Iteration 10Q: 3 clusters Score -6986970 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -6988706.000000 Penalty: 5226.755371
	Iteration 11F: 3 clusters Score -6988706 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -6990380.000000 Penalty: 5226.755371
	Iteration 12F: 3 clusters Score -6990380 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -6991494.500000 Penalty: 5226.755371
	Iteration 13Q: 3 clusters Score -6991494 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -6992154.500000 Penalty: 5226.755371
	Iteration 14Q: 3 clusters Score -6992154 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -6992598.000000 Penalty: 5226.755371
	Iteration 15Q: 3 clusters Score -6992598 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -6993099.500000 Penalty: 5226.755371
	Iteration 16Q: 3 clusters Score -6993100 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -6993585.500000 Penalty: 5226.755371
	Iteration 17Q: 3 clusters Score -6993586 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -6994037.500000 Penalty: 5226.755371
	Iteration 18Q: 3 clusters Score -6994038 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -6994586.500000 Penalty: 5226.755371
	Iteration 19Q: 3 clusters Score -6994586 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -6995137.500000 Penalty: 5226.755371
	Iteration 20F: 3 clusters Score -6995138 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -6995622.000000 Penalty: 5226.755371
	Iteration 21Q: 3 clusters Score -6995622 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -6996004.000000 Penalty: 5226.755371
	Iteration 22Q: 3 clusters Score -6996004 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -6996200.000000 Penalty: 5226.755371
	Iteration 23Q: 3 clusters Score -6996200 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -6996336.000000 Penalty: 5226.755371
	Iteration 24Q: 3 clusters Score -6996336 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -6996408.000000 Penalty: 5226.755371
	Iteration 25Q: 3 clusters Score -6996408 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -6996433.500000 Penalty: 5226.755371
	Iteration 26Q: 3 clusters Score -6996434 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -6996441.500000 Penalty: 5226.755371
	Iteration 27Q: 3 clusters Score -6996442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -6996445.500000 Penalty: 5226.755371
	Iteration 28Q: 3 clusters Score -6996446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -6996454.000000 Penalty: 5226.755371
	Iteration 29Q: 3 clusters Score -6996454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -6996458.500000 Penalty: 5226.755371
	Iteration 30Q: 3 clusters Score -6996458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -6996450.500000 Penalty: 5226.755371
	Iteration 31Q: 3 clusters Score -6996450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -6996459.000000 Penalty: 5226.755371
	Iteration 32Q: 3 clusters Score -6996459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -6996440.500000 Penalty: 5226.755371
	Iteration 33Q: 3 clusters Score -6996440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -6996446.500000 Penalty: 5226.755371
	Iteration 34Q: 3 clusters Score -6996446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -6996451.500000 Penalty: 5226.755371
	Iteration 35Q: 3 clusters Score -6996452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -6996448.000000 Penalty: 5226.755371
	Iteration 36Q: 3 clusters Score -6996448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -6996449.500000 Penalty: 5226.755371
	Iteration 37Q: 3 clusters Score -6996450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -6996447.000000 Penalty: 5226.755371
	Iteration 38Q: 3 clusters Score -6996447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -6996447.000000 Penalty: 5226.755371
	Iteration 39Q: 3 clusters Score -6996447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -6996449.500000 Penalty: 5226.755371
	Iteration 40F: 3 clusters Score -6996450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -6996446.500000 Penalty: 5226.755371
	Iteration 41Q: 3 clusters Score -6996446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -6996449.500000 Penalty: 5226.755371
	Iteration 42Q: 3 clusters Score -6996450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -6996448.500000 Penalty: 5226.755371
	Iteration 43Q: 3 clusters Score -6996448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -6996453.500000 Penalty: 5226.755371
	Iteration 44Q: 3 clusters Score -6996454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -6996453.500000 Penalty: 5226.755371
	Iteration 45F: 3 clusters Score -6996454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Entering Unmasked Estep 
Score: -5472879.500000 Penalty: 2550.730957
	Iteration 0F: 2 clusters Score -5472880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -5452981.500000 Penalty: 5101.461914
	Iteration 0F: 3 clusters Score -5452982 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -5460034.000000 Penalty: 5101.461914
	Iteration 1F: 3 clusters Score -5460034 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -5460488.000000 Penalty: 5101.461914
	Iteration 2Q: 3 clusters Score -5460488 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -5460949.500000 Penalty: 5101.461914
	Iteration 3Q: 3 clusters Score -5460950 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -5461524.500000 Penalty: 5101.461914
	Iteration 4Q: 3 clusters Score -5461524 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -5462254.500000 Penalty: 5101.461914
	Iteration 5F: 3 clusters Score -5462254 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5463121.000000 Penalty: 5101.461914
	Iteration 6F: 3 clusters Score -5463121 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5464394.500000 Penalty: 5101.461914
	Iteration 7F: 3 clusters Score -5464394 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -5465999.000000 Penalty: 5101.461914
	Iteration 8F: 3 clusters Score -5465999 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -5467670.500000 Penalty: 5101.461914
	Iteration 9F: 3 clusters Score -5467670 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -5468977.000000 Penalty: 5101.461914
	Iteration 10Q: 3 clusters Score -5468977 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -5469763.500000 Penalty: 5101.461914
	Iteration 11Q: 3 clusters Score -5469764 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -5470155.500000 Penalty: 5101.461914
	Iteration 12Q: 3 clusters Score -5470156 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5470323.500000 Penalty: 5101.461914
	Iteration 13Q: 3 clusters Score -5470324 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -5470408.500000 Penalty: 5101.461914
	Iteration 14Q: 3 clusters Score -5470408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -5470478.000000 Penalty: 5101.461914
	Iteration 15Q: 3 clusters Score -5470478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -5470525.000000 Penalty: 5101.461914
	Iteration 16Q: 3 clusters Score -5470525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -5470535.500000 Penalty: 5101.461914
	Iteration 17Q: 3 clusters Score -5470536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -5470571.000000 Penalty: 5101.461914
	Iteration 18Q: 3 clusters Score -5470571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -5470595.500000 Penalty: 5101.461914
	Iteration 19Q: 3 clusters Score -5470596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -5470597.500000 Penalty: 5101.461914
	Iteration 20F: 3 clusters Score -5470598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -5470602.000000 Penalty: 5101.461914
	Iteration 21Q: 3 clusters Score -5470602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -5470596.500000 Penalty: 5101.461914
	Iteration 22Q: 3 clusters Score -5470596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -5470609.500000 Penalty: 5101.461914
	Iteration 23Q: 3 clusters Score -5470610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -5470619.500000 Penalty: 5101.461914
	Iteration 24Q: 3 clusters Score -5470620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -5470619.500000 Penalty: 5101.461914
	Iteration 25F: 3 clusters Score -5470620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Entering Unmasked Estep 
Score: -758588.500000 Penalty: 2058.469482
	Iteration 0F: 2 clusters Score -758588.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -754665.875000 Penalty: 4116.938965
	Iteration 0F: 3 clusters Score -754665.9 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -755457.937500 Penalty: 4116.938965
	Iteration 1F: 3 clusters Score -755457.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -755621.062500 Penalty: 4116.938965
	Iteration 2F: 3 clusters Score -755621.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -755704.750000 Penalty: 4116.938965
	Iteration 3Q: 3 clusters Score -755704.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -755768.312500 Penalty: 4116.938965
	Iteration 4Q: 3 clusters Score -755768.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -755805.375000 Penalty: 4116.938965
	Iteration 5Q: 3 clusters Score -755805.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -755833.000000 Penalty: 4116.938965
	Iteration 6Q: 3 clusters Score -755833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -755855.187500 Penalty: 4116.938965
	Iteration 7Q: 3 clusters Score -755855.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -755878.875000 Penalty: 4116.938965
	Iteration 8Q: 3 clusters Score -755878.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -755895.750000 Penalty: 4116.938965
	Iteration 9Q: 3 clusters Score -755895.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -755906.812500 Penalty: 4116.938965
	Iteration 10Q: 3 clusters Score -755906.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -755922.062500 Penalty: 4116.938965
	Iteration 11Q: 3 clusters Score -755922.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -755934.937500 Penalty: 4116.938965
	Iteration 12Q: 3 clusters Score -755934.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -755943.187500 Penalty: 4116.938965
	Iteration 13Q: 3 clusters Score -755943.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -755952.437500 Penalty: 4116.938965
	Iteration 14Q: 3 clusters Score -755952.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -755958.000000 Penalty: 4116.938965
	Iteration 15Q: 3 clusters Score -755958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -755965.625000 Penalty: 4116.938965
	Iteration 16Q: 3 clusters Score -755965.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -755966.625000 Penalty: 4116.938965
	Iteration 17Q: 3 clusters Score -755966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -755968.875000 Penalty: 4116.938965
	Iteration 18Q: 3 clusters Score -755968.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -755972.562500 Penalty: 4116.938965
	Iteration 19Q: 3 clusters Score -755972.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -755978.625000 Penalty: 4116.938965
	Iteration 20F: 3 clusters Score -755978.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -755982.375000 Penalty: 4116.938965
	Iteration 21Q: 3 clusters Score -755982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -755988.437500 Penalty: 4116.938965
	Iteration 22Q: 3 clusters Score -755988.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -755993.687500 Penalty: 4116.938965
	Iteration 23Q: 3 clusters Score -755993.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -755998.812500 Penalty: 4116.938965
	Iteration 24Q: 3 clusters Score -755998.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -756005.000000 Penalty: 4116.938965
	Iteration 25Q: 3 clusters Score -756005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -756005.750000 Penalty: 4116.938965
	Iteration 26Q: 3 clusters Score -756005.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -756010.812500 Penalty: 4116.938965
	Iteration 27Q: 3 clusters Score -756010.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -756013.062500 Penalty: 4116.938965
	Iteration 28Q: 3 clusters Score -756013.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -756014.812500 Penalty: 4116.938965
	Iteration 29Q: 3 clusters Score -756014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -756016.937500 Penalty: 4116.938965
	Iteration 30Q: 3 clusters Score -756016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -756019.125000 Penalty: 4116.938965
	Iteration 31Q: 3 clusters Score -756019.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -756021.812500 Penalty: 4116.938965
	Iteration 32Q: 3 clusters Score -756021.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -756025.687500 Penalty: 4116.938965
	Iteration 33Q: 3 clusters Score -756025.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -756027.187500 Penalty: 4116.938965
	Iteration 34Q: 3 clusters Score -756027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -756029.812500 Penalty: 4116.938965
	Iteration 35Q: 3 clusters Score -756029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -756030.000000 Penalty: 4116.938965
	Iteration 36Q: 3 clusters Score -756030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -756030.000000 Penalty: 4116.938965
	Iteration 37Q: 3 clusters Score -756030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -756035.937500 Penalty: 4116.938965
	Iteration 38Q: 3 clusters Score -756035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -756036.750000 Penalty: 4116.938965
	Iteration 39Q: 3 clusters Score -756036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -756039.750000 Penalty: 4116.938965
	Iteration 40F: 3 clusters Score -756039.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -756043.437500 Penalty: 4116.938965
	Iteration 41Q: 3 clusters Score -756043.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -756046.000000 Penalty: 4116.938965
	Iteration 42Q: 3 clusters Score -756046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -756046.687500 Penalty: 4116.938965
	Iteration 43Q: 3 clusters Score -756046.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -756047.375000 Penalty: 4116.938965
	Iteration 44Q: 3 clusters Score -756047.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -756051.750000 Penalty: 4116.938965
	Iteration 45Q: 3 clusters Score -756051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -756053.500000 Penalty: 4116.938965
	Iteration 46Q: 3 clusters Score -756053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -756056.375000 Penalty: 4116.938965
	Iteration 47Q: 3 clusters Score -756056.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -756059.687500 Penalty: 4116.938965
	Iteration 48Q: 3 clusters Score -756059.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -756060.875000 Penalty: 4116.938965
	Iteration 49Q: 3 clusters Score -756060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -756061.875000 Penalty: 4116.938965
	Iteration 50Q: 3 clusters Score -756061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -756062.812500 Penalty: 4116.938965
	Iteration 51Q: 3 clusters Score -756062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -756061.125000 Penalty: 4116.938965
	Iteration 52Q: 3 clusters Score -756061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -756063.687500 Penalty: 4116.938965
	Iteration 53Q: 3 clusters Score -756063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -756065.875000 Penalty: 4116.938965
	Iteration 54Q: 3 clusters Score -756065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -756064.437500 Penalty: 4116.938965
	Iteration 55Q: 3 clusters Score -756064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -756065.625000 Penalty: 4116.938965
	Iteration 56Q: 3 clusters Score -756065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -756065.750000 Penalty: 4116.938965
	Iteration 57Q: 3 clusters Score -756065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -756069.000000 Penalty: 4116.938965
	Iteration 58Q: 3 clusters Score -756069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -756070.437500 Penalty: 4116.938965
	Iteration 59Q: 3 clusters Score -756070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -756070.187500 Penalty: 4116.938965
	Iteration 60F: 3 clusters Score -756070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -756070.937500 Penalty: 4116.938965
	Iteration 61Q: 3 clusters Score -756070.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -756075.187500 Penalty: 4116.938965
	Iteration 62Q: 3 clusters Score -756075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -756077.750000 Penalty: 4116.938965
	Iteration 63Q: 3 clusters Score -756077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -756078.000000 Penalty: 4116.938965
	Iteration 64Q: 3 clusters Score -756078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -756078.000000 Penalty: 4116.938965
	Iteration 65F: 3 clusters Score -756078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Entering Unmasked Estep 
Score: -2173147.750000 Penalty: 2320.266113
	Iteration 0F: 2 clusters Score -2173148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2164431.000000 Penalty: 4640.532227
	Iteration 0F: 3 clusters Score -2164431 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2167038.750000 Penalty: 4640.532227
	Iteration 1F: 3 clusters Score -2167039 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2167289.500000 Penalty: 4640.532227
	Iteration 2F: 3 clusters Score -2167290 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2167492.250000 Penalty: 4640.532227
	Iteration 3Q: 3 clusters Score -2167492 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2167644.500000 Penalty: 4640.532227
	Iteration 4Q: 3 clusters Score -2167644 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2167765.000000 Penalty: 4640.532227
	Iteration 5Q: 3 clusters Score -2167765 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2167928.000000 Penalty: 4640.532227
	Iteration 6Q: 3 clusters Score -2167928 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2168112.500000 Penalty: 4640.532227
	Iteration 7Q: 3 clusters Score -2168112 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2168264.250000 Penalty: 4640.532227
	Iteration 8Q: 3 clusters Score -2168264 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2168491.000000 Penalty: 4640.532227
	Iteration 9Q: 3 clusters Score -2168491 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2168855.250000 Penalty: 4640.532227
	Iteration 10Q: 3 clusters Score -2168855 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2169200.250000 Penalty: 4640.532227
	Iteration 11Q: 3 clusters Score -2169200 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2169671.500000 Penalty: 4640.532227
	Iteration 12Q: 3 clusters Score -2169672 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2170081.750000 Penalty: 4640.532227
	Iteration 13Q: 3 clusters Score -2170082 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2170394.750000 Penalty: 4640.532227
	Iteration 14Q: 3 clusters Score -2170395 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2170650.250000 Penalty: 4640.532227
	Iteration 15Q: 3 clusters Score -2170650 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2170808.500000 Penalty: 4640.532227
	Iteration 16Q: 3 clusters Score -2170808 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2170898.750000 Penalty: 4640.532227
	Iteration 17Q: 3 clusters Score -2170899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2170970.250000 Penalty: 4640.532227
	Iteration 18Q: 3 clusters Score -2170970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2171023.250000 Penalty: 4640.532227
	Iteration 19Q: 3 clusters Score -2171023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2171042.000000 Penalty: 4640.532227
	Iteration 20F: 3 clusters Score -2171042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2171059.750000 Penalty: 4640.532227
	Iteration 21Q: 3 clusters Score -2171060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2171075.500000 Penalty: 4640.532227
	Iteration 22Q: 3 clusters Score -2171076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2171088.250000 Penalty: 4640.532227
	Iteration 23Q: 3 clusters Score -2171088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2171097.500000 Penalty: 4640.532227
	Iteration 24Q: 3 clusters Score -2171098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2171100.750000 Penalty: 4640.532227
	Iteration 25Q: 3 clusters Score -2171101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2171110.500000 Penalty: 4640.532227
	Iteration 26Q: 3 clusters Score -2171110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2171117.750000 Penalty: 4640.532227
	Iteration 27Q: 3 clusters Score -2171118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2171120.750000 Penalty: 4640.532227
	Iteration 28Q: 3 clusters Score -2171121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2171121.750000 Penalty: 4640.532227
	Iteration 29Q: 3 clusters Score -2171122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2171127.750000 Penalty: 4640.532227
	Iteration 30Q: 3 clusters Score -2171128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2171127.750000 Penalty: 4640.532227
	Iteration 31F: 3 clusters Score -2171128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (67331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Entering Unmasked Estep 
Score: -12559719.000000 Penalty: 2757.109375
	Iteration 0F: 2 clusters Score -1.255972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -12530352.000000 Penalty: 5514.218750
	Iteration 0F: 3 clusters Score -1.253035e+07 nChanged 31471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -12548298.000000 Penalty: 5514.218750
	Iteration 1F: 3 clusters Score -1.25483e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -12549479.000000 Penalty: 5514.218750
	Iteration 2Q: 3 clusters Score -1.254948e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -12551234.000000 Penalty: 5514.218750
	Iteration 3Q: 3 clusters Score -1.255123e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -12553622.000000 Penalty: 5514.218750
	Iteration 4F: 3 clusters Score -1.255362e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -12557213.000000 Penalty: 5514.218750
	Iteration 5F: 3 clusters Score -1.255721e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -12561779.000000 Penalty: 5514.218750
	Iteration 6F: 3 clusters Score -1.256178e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -12566119.000000 Penalty: 5514.218750
	Iteration 7F: 3 clusters Score -1.256612e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -12569014.000000 Penalty: 5514.218750
	Iteration 8F: 3 clusters Score -1.256901e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -12570202.000000 Penalty: 5514.218750
	Iteration 9Q: 3 clusters Score -1.25702e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -12570632.000000 Penalty: 5514.218750
	Iteration 10Q: 3 clusters Score -1.257063e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -12570943.000000 Penalty: 5514.218750
	Iteration 11Q: 3 clusters Score -1.257094e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -12571188.000000 Penalty: 5514.218750
	Iteration 12Q: 3 clusters Score -1.257119e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -12571353.000000 Penalty: 5514.218750
	Iteration 13Q: 3 clusters Score -1.257135e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -12571541.000000 Penalty: 5514.218750
	Iteration 14Q: 3 clusters Score -1.257154e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -12571592.000000 Penalty: 5514.218750
	Iteration 15Q: 3 clusters Score -1.257159e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -12571704.000000 Penalty: 5514.218750
	Iteration 16Q: 3 clusters Score -1.25717e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -12571640.000000 Penalty: 5514.218750
	Iteration 17Q: 3 clusters Score -1.257164e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -12571631.000000 Penalty: 5514.218750
	Iteration 18Q: 3 clusters Score -1.257163e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -12571616.000000 Penalty: 5514.218750
	Iteration 19Q: 3 clusters Score -1.257162e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -12571604.000000 Penalty: 5514.218750
	Iteration 20F: 3 clusters Score -1.25716e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -12571596.000000 Penalty: 5514.218750
	Iteration 21Q: 3 clusters Score -1.25716e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -12571610.000000 Penalty: 5514.218750
	Iteration 22Q: 3 clusters Score -1.257161e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -12571618.000000 Penalty: 5514.218750
	Iteration 23Q: 3 clusters Score -1.257162e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -12571576.000000 Penalty: 5514.218750
	Iteration 24Q: 3 clusters Score -1.257158e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -12571598.000000 Penalty: 5514.218750
	Iteration 25Q: 3 clusters Score -1.25716e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -12571607.000000 Penalty: 5514.218750
	Iteration 26Q: 3 clusters Score -1.257161e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -12571609.000000 Penalty: 5514.218750
	Iteration 27Q: 3 clusters Score -1.257161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -12571644.000000 Penalty: 5514.218750
	Iteration 28Q: 3 clusters Score -1.257164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -12571642.000000 Penalty: 5514.218750
	Iteration 29Q: 3 clusters Score -1.257164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -12571693.000000 Penalty: 5514.218750
	Iteration 30Q: 3 clusters Score -1.257169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -12571650.000000 Penalty: 5514.218750
	Iteration 31Q: 3 clusters Score -1.257165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -12571708.000000 Penalty: 5514.218750
	Iteration 32Q: 3 clusters Score -1.257171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -12571683.000000 Penalty: 5514.218750
	Iteration 33Q: 3 clusters Score -1.257168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -12571693.000000 Penalty: 5514.218750
	Iteration 34Q: 3 clusters Score -1.257169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -12571691.000000 Penalty: 5514.218750
	Iteration 35Q: 3 clusters Score -1.257169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -12571697.000000 Penalty: 5514.218750
	Iteration 36Q: 3 clusters Score -1.25717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -12571675.000000 Penalty: 5514.218750
	Iteration 37Q: 3 clusters Score -1.257168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -12571697.000000 Penalty: 5514.218750
	Iteration 38Q: 3 clusters Score -1.25717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -12571699.000000 Penalty: 5514.218750
	Iteration 39Q: 3 clusters Score -1.25717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -12571682.000000 Penalty: 5514.218750
	Iteration 40F: 3 clusters Score -1.257168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -12571688.000000 Penalty: 5514.218750
	Iteration 41Q: 3 clusters Score -1.257169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -12571655.000000 Penalty: 5514.218750
	Iteration 42Q: 3 clusters Score -1.257166e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -12571688.000000 Penalty: 5514.218750
	Iteration 43Q: 3 clusters Score -1.257169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -12571653.000000 Penalty: 5514.218750
	Iteration 44Q: 3 clusters Score -1.257165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -12571654.000000 Penalty: 5514.218750
	Iteration 45Q: 3 clusters Score -1.257165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -12571652.000000 Penalty: 5514.218750
	Iteration 46Q: 3 clusters Score -1.257165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -12571657.000000 Penalty: 5514.218750
	Iteration 47Q: 3 clusters Score -1.257166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -12571661.000000 Penalty: 5514.218750
	Iteration 48Q: 3 clusters Score -1.257166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -12571687.000000 Penalty: 5514.218750
	Iteration 49Q: 3 clusters Score -1.257169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -12571666.000000 Penalty: 5514.218750
	Iteration 50Q: 3 clusters Score -1.257167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -12571648.000000 Penalty: 5514.218750
	Iteration 51Q: 3 clusters Score -1.257165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -12571656.000000 Penalty: 5514.218750
	Iteration 52Q: 3 clusters Score -1.257166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -12571652.000000 Penalty: 5514.218750
	Iteration 53Q: 3 clusters Score -1.257165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -12571649.000000 Penalty: 5514.218750
	Iteration 54Q: 3 clusters Score -1.257165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -12571649.000000 Penalty: 5514.218750
	Iteration 55Q: 3 clusters Score -1.257165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -12571649.000000 Penalty: 5514.218750
	Iteration 56F: 3 clusters Score -1.257165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2419 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 50169 members 
Mstep: Class 7 contains 4052 members 
Mstep: Class 8 contains 12535 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 5437 members 
Mstep: Class 14 contains 28016 members 
Mstep: Class 15 contains 58904 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 35501 members 
Mstep: Class 19 contains 5919 members 
Mstep: Class 20 contains 10346 members 
Mstep: Class 21 contains 11284 members 
Mstep: Class 22 contains 36531 members 
Mstep: Class 23 contains 37715 members 
Mstep: Class 24 contains 29296 members 
Mstep: Class 25 contains 4025 members 
Mstep: Class 26 contains 11567 members 
Mstep: Class 27 contains 42307 members 
Mstep: Class 28 contains 22796 members 
Mstep: Class 29 contains 23540 members 
Mstep: Class 30 contains 22329 members 
Mstep: Class 31 contains 46304 members 
Mstep: Class 32 contains 64249 members 
Mstep: Class 33 contains 25024 members 
Entering Unmasked Estep 
Score: -110169424.000000 Penalty: 108921.187500
Splitting cluster 27 changes total score from -110159352.000000 to -110169424.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 28 (22796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Entering Unmasked Estep 
Score: -4249243.500000 Penalty: 2488.516357
	Iteration 0F: 2 clusters Score -4249244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -4233237.500000 Penalty: 4977.032715
	Iteration 0F: 3 clusters Score -4233238 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -4238789.500000 Penalty: 4977.032715
	Iteration 1F: 3 clusters Score -4238790 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -4239168.000000 Penalty: 4977.032715
	Iteration 2Q: 3 clusters Score -4239168 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -4239548.000000 Penalty: 4977.032715
	Iteration 3Q: 3 clusters Score -4239548 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4240018.000000 Penalty: 4977.032715
	Iteration 4Q: 3 clusters Score -4240018 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4240625.500000 Penalty: 4977.032715
	Iteration 5Q: 3 clusters Score -4240626 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4241461.500000 Penalty: 4977.032715
	Iteration 6F: 3 clusters Score -4241462 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4242586.000000 Penalty: 4977.032715
	Iteration 7F: 3 clusters Score -4242586 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -4243931.000000 Penalty: 4977.032715
	Iteration 8F: 3 clusters Score -4243931 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -4245192.500000 Penalty: 4977.032715
	Iteration 9F: 3 clusters Score -4245192 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -4246111.500000 Penalty: 4977.032715
	Iteration 10Q: 3 clusters Score -4246112 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4246548.000000 Penalty: 4977.032715
	Iteration 11Q: 3 clusters Score -4246548 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -4246769.000000 Penalty: 4977.032715
	Iteration 12Q: 3 clusters Score -4246769 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -4246838.500000 Penalty: 4977.032715
	Iteration 13Q: 3 clusters Score -4246838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -4246910.000000 Penalty: 4977.032715
	Iteration 14Q: 3 clusters Score -4246910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -4246942.500000 Penalty: 4977.032715
	Iteration 15Q: 3 clusters Score -4246942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -4246951.500000 Penalty: 4977.032715
	Iteration 16Q: 3 clusters Score -4246952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -4246974.500000 Penalty: 4977.032715
	Iteration 17Q: 3 clusters Score -4246974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -4246994.000000 Penalty: 4977.032715
	Iteration 18Q: 3 clusters Score -4246994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -4247006.500000 Penalty: 4977.032715
	Iteration 19Q: 3 clusters Score -4247006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -4247022.000000 Penalty: 4977.032715
	Iteration 20F: 3 clusters Score -4247022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -4247026.000000 Penalty: 4977.032715
	Iteration 21Q: 3 clusters Score -4247026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4247035.000000 Penalty: 4977.032715
	Iteration 22Q: 3 clusters Score -4247035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -4247039.500000 Penalty: 4977.032715
	Iteration 23Q: 3 clusters Score -4247040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -4247042.500000 Penalty: 4977.032715
	Iteration 24Q: 3 clusters Score -4247042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -4247047.000000 Penalty: 4977.032715
	Iteration 25Q: 3 clusters Score -4247047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -4247052.500000 Penalty: 4977.032715
	Iteration 26Q: 3 clusters Score -4247052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4247057.000000 Penalty: 4977.032715
	Iteration 27Q: 3 clusters Score -4247057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4247068.000000 Penalty: 4977.032715
	Iteration 28Q: 3 clusters Score -4247068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -4247070.000000 Penalty: 4977.032715
	Iteration 29Q: 3 clusters Score -4247070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -4247079.000000 Penalty: 4977.032715
	Iteration 30Q: 3 clusters Score -4247079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -4247076.000000 Penalty: 4977.032715
	Iteration 31Q: 3 clusters Score -4247076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -4247076.000000 Penalty: 4977.032715
	Iteration 32F: 3 clusters Score -4247076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Entering Unmasked Estep 
Score: -4410716.000000 Penalty: 2496.481201
	Iteration 0F: 2 clusters Score -4410716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -4394354.000000 Penalty: 4992.962402
	Iteration 0F: 3 clusters Score -4394354 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4399933.500000 Penalty: 4992.962402
	Iteration 1F: 3 clusters Score -4399934 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4400318.500000 Penalty: 4992.962402
	Iteration 2F: 3 clusters Score -4400318 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4400582.500000 Penalty: 4992.962402
	Iteration 3Q: 3 clusters Score -4400582 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -4400833.500000 Penalty: 4992.962402
	Iteration 4Q: 3 clusters Score -4400834 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4401072.500000 Penalty: 4992.962402
	Iteration 5Q: 3 clusters Score -4401072 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -4401396.500000 Penalty: 4992.962402
	Iteration 6Q: 3 clusters Score -4401396 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -4401907.000000 Penalty: 4992.962402
	Iteration 7Q: 3 clusters Score -4401907 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4402587.500000 Penalty: 4992.962402
	Iteration 8Q: 3 clusters Score -4402588 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4403726.000000 Penalty: 4992.962402
	Iteration 9F: 3 clusters Score -4403726 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -4405443.000000 Penalty: 4992.962402
	Iteration 10F: 3 clusters Score -4405443 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4407007.000000 Penalty: 4992.962402
	Iteration 11F: 3 clusters Score -4407007 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -4407779.500000 Penalty: 4992.962402
	Iteration 12Q: 3 clusters Score -4407780 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -4408069.500000 Penalty: 4992.962402
	Iteration 13Q: 3 clusters Score -4408070 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4408219.500000 Penalty: 4992.962402
	Iteration 14Q: 3 clusters Score -4408220 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -4408288.000000 Penalty: 4992.962402
	Iteration 15Q: 3 clusters Score -4408288 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -4408333.500000 Penalty: 4992.962402
	Iteration 16Q: 3 clusters Score -4408334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4408354.000000 Penalty: 4992.962402
	Iteration 17Q: 3 clusters Score -4408354 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4408370.000000 Penalty: 4992.962402
	Iteration 18Q: 3 clusters Score -4408370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -4408389.500000 Penalty: 4992.962402
	Iteration 19Q: 3 clusters Score -4408390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -4408394.000000 Penalty: 4992.962402
	Iteration 20F: 3 clusters Score -4408394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4408384.500000 Penalty: 4992.962402
	Iteration 21Q: 3 clusters Score -4408384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -4408385.000000 Penalty: 4992.962402
	Iteration 22Q: 3 clusters Score -4408385 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4408359.500000 Penalty: 4992.962402
	Iteration 23Q: 3 clusters Score -4408360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -4408358.500000 Penalty: 4992.962402
	Iteration 24Q: 3 clusters Score -4408358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4408366.000000 Penalty: 4992.962402
	Iteration 25Q: 3 clusters Score -4408366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4408349.500000 Penalty: 4992.962402
	Iteration 26Q: 3 clusters Score -4408350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -4408349.500000 Penalty: 4992.962402
	Iteration 27Q: 3 clusters Score -4408350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -4408343.000000 Penalty: 4992.962402
	Iteration 28Q: 3 clusters Score -4408343 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4408315.000000 Penalty: 4992.962402
	Iteration 29Q: 3 clusters Score -4408315 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -4408309.500000 Penalty: 4992.962402
	Iteration 30Q: 3 clusters Score -4408310 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4408290.000000 Penalty: 4992.962402
	Iteration 31Q: 3 clusters Score -4408290 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -4408291.000000 Penalty: 4992.962402
	Iteration 32Q: 3 clusters Score -4408291 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -4408264.000000 Penalty: 4992.962402
	Iteration 33Q: 3 clusters Score -4408264 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4408272.000000 Penalty: 4992.962402
	Iteration 34Q: 3 clusters Score -4408272 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4408241.500000 Penalty: 4992.962402
	Iteration 35Q: 3 clusters Score -4408242 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4408251.000000 Penalty: 4992.962402
	Iteration 36Q: 3 clusters Score -4408251 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -4408259.500000 Penalty: 4992.962402
	Iteration 37Q: 3 clusters Score -4408260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4408269.000000 Penalty: 4992.962402
	Iteration 38Q: 3 clusters Score -4408269 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4408255.000000 Penalty: 4992.962402
	Iteration 39Q: 3 clusters Score -4408255 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -4408266.500000 Penalty: 4992.962402
	Iteration 40F: 3 clusters Score -4408266 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4408226.000000 Penalty: 4992.962402
	Iteration 41Q: 3 clusters Score -4408226 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -4408205.000000 Penalty: 4992.962402
	Iteration 42Q: 3 clusters Score -4408205 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -4408171.500000 Penalty: 4992.962402
	Iteration 43Q: 3 clusters Score -4408172 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -4408161.000000 Penalty: 4992.962402
	Iteration 44Q: 3 clusters Score -4408161 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4408162.500000 Penalty: 4992.962402
	Iteration 45Q: 3 clusters Score -4408162 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4408120.500000 Penalty: 4992.962402
	Iteration 46Q: 3 clusters Score -4408120 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4408123.000000 Penalty: 4992.962402
	Iteration 47Q: 3 clusters Score -4408123 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -4408123.000000 Penalty: 4992.962402
	Iteration 48Q: 3 clusters Score -4408123 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -4408129.500000 Penalty: 4992.962402
	Iteration 49Q: 3 clusters Score -4408130 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -4408152.000000 Penalty: 4992.962402
	Iteration 50Q: 3 clusters Score -4408152 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -4408127.000000 Penalty: 4992.962402
	Iteration 51Q: 3 clusters Score -4408127 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -4408115.000000 Penalty: 4992.962402
	Iteration 52Q: 3 clusters Score -4408115 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -4408099.000000 Penalty: 4992.962402
	Iteration 53Q: 3 clusters Score -4408099 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -4408051.500000 Penalty: 4992.962402
	Iteration 54Q: 3 clusters Score -4408052 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -4408067.500000 Penalty: 4992.962402
	Iteration 55Q: 3 clusters Score -4408068 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -4408070.500000 Penalty: 4992.962402
	Iteration 56Q: 3 clusters Score -4408070 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4408117.500000 Penalty: 4992.962402
	Iteration 57Q: 3 clusters Score -4408118 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -4408156.500000 Penalty: 4992.962402
	Iteration 58Q: 3 clusters Score -4408156 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4408151.000000 Penalty: 4992.962402
	Iteration 59Q: 3 clusters Score -4408151 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -4408178.000000 Penalty: 4992.962402
	Iteration 60F: 3 clusters Score -4408178 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4408172.000000 Penalty: 4992.962402
	Iteration 61Q: 3 clusters Score -4408172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4408170.500000 Penalty: 4992.962402
	Iteration 62Q: 3 clusters Score -4408170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -4408181.500000 Penalty: 4992.962402
	Iteration 63Q: 3 clusters Score -4408182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4408173.500000 Penalty: 4992.962402
	Iteration 64Q: 3 clusters Score -4408174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4408185.500000 Penalty: 4992.962402
	Iteration 65Q: 3 clusters Score -4408186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -4408172.000000 Penalty: 4992.962402
	Iteration 66Q: 3 clusters Score -4408172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -4408174.000000 Penalty: 4992.962402
	Iteration 67Q: 3 clusters Score -4408174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -4408165.500000 Penalty: 4992.962402
	Iteration 68Q: 3 clusters Score -4408166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -4408168.500000 Penalty: 4992.962402
	Iteration 69Q: 3 clusters Score -4408168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -4408191.000000 Penalty: 4992.962402
	Iteration 70Q: 3 clusters Score -4408191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -4408190.500000 Penalty: 4992.962402
	Iteration 71Q: 3 clusters Score -4408190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -4408206.500000 Penalty: 4992.962402
	Iteration 72Q: 3 clusters Score -4408206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -4408198.000000 Penalty: 4992.962402
	Iteration 73Q: 3 clusters Score -4408198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -4408207.000000 Penalty: 4992.962402
	Iteration 74Q: 3 clusters Score -4408207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -4408206.000000 Penalty: 4992.962402
	Iteration 75Q: 3 clusters Score -4408206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -4408198.000000 Penalty: 4992.962402
	Iteration 76Q: 3 clusters Score -4408198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -4408198.000000 Penalty: 4992.962402
	Iteration 77F: 3 clusters Score -4408198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Entering Unmasked Estep 
Score: -4189672.000000 Penalty: 2483.383057
	Iteration 0F: 2 clusters Score -4189672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -4174103.750000 Penalty: 4966.766113
	Iteration 0F: 3 clusters Score -4174104 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -4179424.000000 Penalty: 4966.766113
	Iteration 1F: 3 clusters Score -4179424 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -4179783.500000 Penalty: 4966.766113
	Iteration 2Q: 3 clusters Score -4179784 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -4180090.750000 Penalty: 4966.766113
	Iteration 3Q: 3 clusters Score -4180091 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -4180396.750000 Penalty: 4966.766113
	Iteration 4Q: 3 clusters Score -4180397 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4180702.750000 Penalty: 4966.766113
	Iteration 5Q: 3 clusters Score -4180703 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4181168.750000 Penalty: 4966.766113
	Iteration 6Q: 3 clusters Score -4181169 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4181761.500000 Penalty: 4966.766113
	Iteration 7F: 3 clusters Score -4181762 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -4182562.000000 Penalty: 4966.766113
	Iteration 8F: 3 clusters Score -4182562 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4183454.750000 Penalty: 4966.766113
	Iteration 9F: 3 clusters Score -4183455 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4184428.000000 Penalty: 4966.766113
	Iteration 10F: 3 clusters Score -4184428 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -4185432.750000 Penalty: 4966.766113
	Iteration 11Q: 3 clusters Score -4185433 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4186225.500000 Penalty: 4966.766113
	Iteration 12Q: 3 clusters Score -4186226 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -4186749.500000 Penalty: 4966.766113
	Iteration 13Q: 3 clusters Score -4186750 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -4187050.500000 Penalty: 4966.766113
	Iteration 14Q: 3 clusters Score -4187050 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -4187205.250000 Penalty: 4966.766113
	Iteration 15Q: 3 clusters Score -4187205 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -4187267.500000 Penalty: 4966.766113
	Iteration 16Q: 3 clusters Score -4187268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -4187350.750000 Penalty: 4966.766113
	Iteration 17Q: 3 clusters Score -4187351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -4187408.500000 Penalty: 4966.766113
	Iteration 18Q: 3 clusters Score -4187408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4187444.250000 Penalty: 4966.766113
	Iteration 19Q: 3 clusters Score -4187444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -4187453.000000 Penalty: 4966.766113
	Iteration 20F: 3 clusters Score -4187453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4187467.500000 Penalty: 4966.766113
	Iteration 21Q: 3 clusters Score -4187468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -4187478.750000 Penalty: 4966.766113
	Iteration 22Q: 3 clusters Score -4187479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4187492.750000 Penalty: 4966.766113
	Iteration 23Q: 3 clusters Score -4187493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -4187488.250000 Penalty: 4966.766113
	Iteration 24Q: 3 clusters Score -4187488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -4187488.250000 Penalty: 4966.766113
	Iteration 25F: 3 clusters Score -4187488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (46304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Entering Unmasked Estep 
Score: -8653254.000000 Penalty: 2664.260010
	Iteration 0F: 2 clusters Score -8653254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -8624452.000000 Penalty: 5328.520020
	Iteration 0F: 3 clusters Score -8624452 nChanged 21396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -8636448.000000 Penalty: 5328.520020
	Iteration 1F: 3 clusters Score -8636448 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -8637314.000000 Penalty: 5328.520020
	Iteration 2Q: 3 clusters Score -8637314 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -8638413.000000 Penalty: 5328.520020
	Iteration 3Q: 3 clusters Score -8638413 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -8639859.000000 Penalty: 5328.520020
	Iteration 4F: 3 clusters Score -8639859 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -8641784.000000 Penalty: 5328.520020
	Iteration 5F: 3 clusters Score -8641784 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -8644070.000000 Penalty: 5328.520020
	Iteration 6F: 3 clusters Score -8644070 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -8646312.000000 Penalty: 5328.520020
	Iteration 7F: 3 clusters Score -8646312 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -8647767.000000 Penalty: 5328.520020
	Iteration 8Q: 3 clusters Score -8647767 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -8648565.000000 Penalty: 5328.520020
	Iteration 9Q: 3 clusters Score -8648565 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -8649127.000000 Penalty: 5328.520020
	Iteration 10Q: 3 clusters Score -8649127 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -8649589.000000 Penalty: 5328.520020
	Iteration 11Q: 3 clusters Score -8649589 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -8650006.000000 Penalty: 5328.520020
	Iteration 12Q: 3 clusters Score -8650006 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -8650369.000000 Penalty: 5328.520020
	Iteration 13Q: 3 clusters Score -8650369 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -8650760.000000 Penalty: 5328.520020
	Iteration 14Q: 3 clusters Score -8650760 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -8651052.000000 Penalty: 5328.520020
	Iteration 15Q: 3 clusters Score -8651052 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -8651366.000000 Penalty: 5328.520020
	Iteration 16Q: 3 clusters Score -8651366 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -8651639.000000 Penalty: 5328.520020
	Iteration 17Q: 3 clusters Score -8651639 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -8651831.000000 Penalty: 5328.520020
	Iteration 18Q: 3 clusters Score -8651831 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -8651993.000000 Penalty: 5328.520020
	Iteration 19Q: 3 clusters Score -8651993 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -8652187.000000 Penalty: 5328.520020
	Iteration 20F: 3 clusters Score -8652187 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -8652261.000000 Penalty: 5328.520020
	Iteration 21Q: 3 clusters Score -8652261 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -8652328.000000 Penalty: 5328.520020
	Iteration 22Q: 3 clusters Score -8652328 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -8652337.000000 Penalty: 5328.520020
	Iteration 23Q: 3 clusters Score -8652337 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -8652352.000000 Penalty: 5328.520020
	Iteration 24Q: 3 clusters Score -8652352 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -8652353.000000 Penalty: 5328.520020
	Iteration 25Q: 3 clusters Score -8652353 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -8652379.000000 Penalty: 5328.520020
	Iteration 26Q: 3 clusters Score -8652379 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -8652355.000000 Penalty: 5328.520020
	Iteration 27Q: 3 clusters Score -8652355 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -8652394.000000 Penalty: 5328.520020
	Iteration 28Q: 3 clusters Score -8652394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -8652398.000000 Penalty: 5328.520020
	Iteration 29Q: 3 clusters Score -8652398 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -8652404.000000 Penalty: 5328.520020
	Iteration 30Q: 3 clusters Score -8652404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -8652408.000000 Penalty: 5328.520020
	Iteration 31Q: 3 clusters Score -8652408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -8652385.000000 Penalty: 5328.520020
	Iteration 32Q: 3 clusters Score -8652385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -8652378.000000 Penalty: 5328.520020
	Iteration 33Q: 3 clusters Score -8652378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -8652379.000000 Penalty: 5328.520020
	Iteration 34Q: 3 clusters Score -8652379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -8652403.000000 Penalty: 5328.520020
	Iteration 35Q: 3 clusters Score -8652403 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -8652428.000000 Penalty: 5328.520020
	Iteration 36Q: 3 clusters Score -8652428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -8652418.000000 Penalty: 5328.520020
	Iteration 37Q: 3 clusters Score -8652418 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -8652423.000000 Penalty: 5328.520020
	Iteration 38Q: 3 clusters Score -8652423 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -8652432.000000 Penalty: 5328.520020
	Iteration 39Q: 3 clusters Score -8652432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -8652425.000000 Penalty: 5328.520020
	Iteration 40F: 3 clusters Score -8652425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -8652423.000000 Penalty: 5328.520020
	Iteration 41Q: 3 clusters Score -8652423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -8652418.000000 Penalty: 5328.520020
	Iteration 42Q: 3 clusters Score -8652418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -8652418.000000 Penalty: 5328.520020
	Iteration 43Q: 3 clusters Score -8652418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -8652424.000000 Penalty: 5328.520020
	Iteration 44Q: 3 clusters Score -8652424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -8652407.000000 Penalty: 5328.520020
	Iteration 45Q: 3 clusters Score -8652407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -8652428.000000 Penalty: 5328.520020
	Iteration 46Q: 3 clusters Score -8652428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -8652415.000000 Penalty: 5328.520020
	Iteration 47Q: 3 clusters Score -8652415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -8652430.000000 Penalty: 5328.520020
	Iteration 48Q: 3 clusters Score -8652430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -8652421.000000 Penalty: 5328.520020
	Iteration 49Q: 3 clusters Score -8652421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -8652438.000000 Penalty: 5328.520020
	Iteration 50Q: 3 clusters Score -8652438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -8652431.000000 Penalty: 5328.520020
	Iteration 51Q: 3 clusters Score -8652431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -8652434.000000 Penalty: 5328.520020
	Iteration 52Q: 3 clusters Score -8652434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -8652433.000000 Penalty: 5328.520020
	Iteration 53Q: 3 clusters Score -8652433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -8652423.000000 Penalty: 5328.520020
	Iteration 54Q: 3 clusters Score -8652423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -8652423.000000 Penalty: 5328.520020
	Iteration 55Q: 3 clusters Score -8652423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -8652426.000000 Penalty: 5328.520020
	Iteration 56Q: 3 clusters Score -8652426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -8652427.000000 Penalty: 5328.520020
	Iteration 57Q: 3 clusters Score -8652427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -8652419.000000 Penalty: 5328.520020
	Iteration 58Q: 3 clusters Score -8652419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -8652419.000000 Penalty: 5328.520020
	Iteration 59F: 3 clusters Score -8652419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (64249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Entering Unmasked Estep 
Score: -11992240.000000 Penalty: 2745.489258
	Iteration 0F: 2 clusters Score -1.199224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -11960011.000000 Penalty: 5490.978516
	Iteration 0F: 3 clusters Score -1.196001e+07 nChanged 30016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -11976667.000000 Penalty: 5490.978516
	Iteration 1F: 3 clusters Score -1.197667e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -11977243.000000 Penalty: 5490.978516
	Iteration 2Q: 3 clusters Score -1.197724e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -11977862.000000 Penalty: 5490.978516
	Iteration 3Q: 3 clusters Score -1.197786e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -11978631.000000 Penalty: 5490.978516
	Iteration 4Q: 3 clusters Score -1.197863e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -11979638.000000 Penalty: 5490.978516
	Iteration 5Q: 3 clusters Score -1.197964e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -11980974.000000 Penalty: 5490.978516
	Iteration 6Q: 3 clusters Score -1.198097e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -11983147.000000 Penalty: 5490.978516
	Iteration 7F: 3 clusters Score -1.198315e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -11986479.000000 Penalty: 5490.978516
	Iteration 8F: 3 clusters Score -1.198648e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -11991036.000000 Penalty: 5490.978516
	Iteration 9F: 3 clusters Score -1.199104e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -11995195.000000 Penalty: 5490.978516
	Iteration 10F: 3 clusters Score -1.19952e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -11997439.000000 Penalty: 5490.978516
	Iteration 11F: 3 clusters Score -1.199744e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -11998288.000000 Penalty: 5490.978516
	Iteration 12Q: 3 clusters Score -1.199829e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -11998678.000000 Penalty: 5490.978516
	Iteration 13Q: 3 clusters Score -1.199868e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -11999059.000000 Penalty: 5490.978516
	Iteration 14Q: 3 clusters Score -1.199906e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -11999190.000000 Penalty: 5490.978516
	Iteration 15Q: 3 clusters Score -1.199919e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -11999304.000000 Penalty: 5490.978516
	Iteration 16Q: 3 clusters Score -1.19993e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -11999381.000000 Penalty: 5490.978516
	Iteration 17Q: 3 clusters Score -1.199938e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -11999445.000000 Penalty: 5490.978516
	Iteration 18Q: 3 clusters Score -1.199944e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -11999439.000000 Penalty: 5490.978516
	Iteration 19Q: 3 clusters Score -1.199944e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -11999481.000000 Penalty: 5490.978516
	Iteration 20F: 3 clusters Score -1.199948e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -11999495.000000 Penalty: 5490.978516
	Iteration 21Q: 3 clusters Score -1.19995e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -11999467.000000 Penalty: 5490.978516
	Iteration 22Q: 3 clusters Score -1.199947e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -11999487.000000 Penalty: 5490.978516
	Iteration 23Q: 3 clusters Score -1.199949e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -11999504.000000 Penalty: 5490.978516
	Iteration 24Q: 3 clusters Score -1.19995e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -11999509.000000 Penalty: 5490.978516
	Iteration 25Q: 3 clusters Score -1.199951e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -11999539.000000 Penalty: 5490.978516
	Iteration 26Q: 3 clusters Score -1.199954e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -11999511.000000 Penalty: 5490.978516
	Iteration 27Q: 3 clusters Score -1.199951e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -11999530.000000 Penalty: 5490.978516
	Iteration 28Q: 3 clusters Score -1.199953e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -11999565.000000 Penalty: 5490.978516
	Iteration 29Q: 3 clusters Score -1.199956e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -11999549.000000 Penalty: 5490.978516
	Iteration 30Q: 3 clusters Score -1.199955e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -11999531.000000 Penalty: 5490.978516
	Iteration 31Q: 3 clusters Score -1.199953e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -11999530.000000 Penalty: 5490.978516
	Iteration 32Q: 3 clusters Score -1.199953e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -11999494.000000 Penalty: 5490.978516
	Iteration 33Q: 3 clusters Score -1.199949e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -11999446.000000 Penalty: 5490.978516
	Iteration 34Q: 3 clusters Score -1.199945e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -11999423.000000 Penalty: 5490.978516
	Iteration 35Q: 3 clusters Score -1.199942e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -11999424.000000 Penalty: 5490.978516
	Iteration 36Q: 3 clusters Score -1.199942e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -11999395.000000 Penalty: 5490.978516
	Iteration 37Q: 3 clusters Score -1.19994e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -11999384.000000 Penalty: 5490.978516
	Iteration 38Q: 3 clusters Score -1.199938e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -11999315.000000 Penalty: 5490.978516
	Iteration 39Q: 3 clusters Score -1.199932e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -11999227.000000 Penalty: 5490.978516
	Iteration 40F: 3 clusters Score -1.199923e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -11999151.000000 Penalty: 5490.978516
	Iteration 41Q: 3 clusters Score -1.199915e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -11999227.000000 Penalty: 5490.978516
	Iteration 42Q: 3 clusters Score -1.199923e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -11999206.000000 Penalty: 5490.978516
	Iteration 43Q: 3 clusters Score -1.199921e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -11999292.000000 Penalty: 5490.978516
	Iteration 44Q: 3 clusters Score -1.199929e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -11999292.000000 Penalty: 5490.978516
	Iteration 45Q: 3 clusters Score -1.199929e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -11999311.000000 Penalty: 5490.978516
	Iteration 46Q: 3 clusters Score -1.199931e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -11999325.000000 Penalty: 5490.978516
	Iteration 47Q: 3 clusters Score -1.199932e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -11999350.000000 Penalty: 5490.978516
	Iteration 48Q: 3 clusters Score -1.199935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -11999357.000000 Penalty: 5490.978516
	Iteration 49Q: 3 clusters Score -1.199936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -11999359.000000 Penalty: 5490.978516
	Iteration 50Q: 3 clusters Score -1.199936e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -11999337.000000 Penalty: 5490.978516
	Iteration 51Q: 3 clusters Score -1.199934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -11999319.000000 Penalty: 5490.978516
	Iteration 52Q: 3 clusters Score -1.199932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -11999300.000000 Penalty: 5490.978516
	Iteration 53Q: 3 clusters Score -1.19993e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -11999341.000000 Penalty: 5490.978516
	Iteration 54Q: 3 clusters Score -1.199934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -11999311.000000 Penalty: 5490.978516
	Iteration 55Q: 3 clusters Score -1.199931e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -11999318.000000 Penalty: 5490.978516
	Iteration 56Q: 3 clusters Score -1.199932e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -11999375.000000 Penalty: 5490.978516
	Iteration 57Q: 3 clusters Score -1.199938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -11999376.000000 Penalty: 5490.978516
	Iteration 58Q: 3 clusters Score -1.199938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -11999352.000000 Penalty: 5490.978516
	Iteration 59Q: 3 clusters Score -1.199935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -11999320.000000 Penalty: 5490.978516
	Iteration 60F: 3 clusters Score -1.199932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -11999303.000000 Penalty: 5490.978516
	Iteration 61Q: 3 clusters Score -1.19993e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -11999298.000000 Penalty: 5490.978516
	Iteration 62Q: 3 clusters Score -1.19993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -11999316.000000 Penalty: 5490.978516
	Iteration 63Q: 3 clusters Score -1.199932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -11999310.000000 Penalty: 5490.978516
	Iteration 64Q: 3 clusters Score -1.199931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -11999290.000000 Penalty: 5490.978516
	Iteration 65Q: 3 clusters Score -1.199929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -11999297.000000 Penalty: 5490.978516
	Iteration 66Q: 3 clusters Score -1.19993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -11999278.000000 Penalty: 5490.978516
	Iteration 67Q: 3 clusters Score -1.199928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -11999295.000000 Penalty: 5490.978516
	Iteration 68Q: 3 clusters Score -1.19993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -11999295.000000 Penalty: 5490.978516
	Iteration 69F: 3 clusters Score -1.19993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2419 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 50169 members 
Mstep: Class 7 contains 4052 members 
Mstep: Class 8 contains 12535 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 5437 members 
Mstep: Class 14 contains 28016 members 
Mstep: Class 15 contains 58904 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 35501 members 
Mstep: Class 19 contains 5919 members 
Mstep: Class 20 contains 10346 members 
Mstep: Class 21 contains 11284 members 
Mstep: Class 22 contains 36531 members 
Mstep: Class 23 contains 37715 members 
Mstep: Class 24 contains 29296 members 
Mstep: Class 25 contains 4025 members 
Mstep: Class 26 contains 11567 members 
Mstep: Class 27 contains 42307 members 
Mstep: Class 28 contains 22796 members 
Mstep: Class 29 contains 23540 members 
Mstep: Class 30 contains 22329 members 
Mstep: Class 31 contains 46304 members 
Mstep: Class 32 contains 25201 members 
Mstep: Class 33 contains 25024 members 
Mstep: Class 34 contains 39048 members 
Entering Unmasked Estep 
Score: -110175872.000000 Penalty: 112221.828125
Splitting cluster 32 changes total score from -110159352.000000 to -110175872.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2419 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 50169 members 
Mstep: Class 7 contains 4052 members 
Mstep: Class 8 contains 12535 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 5437 members 
Mstep: Class 14 contains 28016 members 
Mstep: Class 15 contains 58904 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 35501 members 
Mstep: Class 19 contains 5919 members 
Mstep: Class 20 contains 10346 members 
Mstep: Class 21 contains 11284 members 
Mstep: Class 22 contains 36531 members 
Mstep: Class 23 contains 37715 members 
Mstep: Class 24 contains 29296 members 
Mstep: Class 25 contains 4025 members 
Mstep: Class 26 contains 11567 members 
Mstep: Class 27 contains 42307 members 
Mstep: Class 28 contains 22796 members 
Mstep: Class 29 contains 23540 members 
Mstep: Class 30 contains 22329 members 
Mstep: Class 31 contains 46304 members 
Mstep: Class 32 contains 25201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181960.000000 Penalty: 112221.828125
Iteration 439Q: 35 clusters Score -1.10182e+08 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2418 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49929 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 12507 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 5397 members 
Mstep: Class 14 contains 28035 members 
Mstep: Class 15 contains 57901 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 35689 members 
Mstep: Class 19 contains 5863 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 10283 members 
Mstep: Class 22 contains 36340 members 
Mstep: Class 23 contains 37681 members 
Mstep: Class 24 contains 29309 members 
Mstep: Class 25 contains 3980 members 
Mstep: Class 26 contains 11608 members 
Mstep: Class 27 contains 45246 members 
Mstep: Class 28 contains 22813 members 
Mstep: Class 29 contains 23501 members 
Mstep: Class 30 contains 22430 members 
Mstep: Class 31 contains 44738 members 
Mstep: Class 32 contains 27682 members 
Mstep: Class 33 contains 24071 members 
Mstep: Class 34 contains 38531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184536.000000 Penalty: 112221.828125
Iteration 440F: 35 clusters Score -1.101845e+08 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 49168 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 12490 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4625 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 5327 members 
Mstep: Class 14 contains 28008 members 
Mstep: Class 15 contains 56257 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 35338 members 
Mstep: Class 19 contains 5692 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 9926 members 
Mstep: Class 22 contains 35792 members 
Mstep: Class 23 contains 37671 members 
Mstep: Class 24 contains 29322 members 
Mstep: Class 25 contains 3943 members 
Mstep: Class 26 contains 11679 members 
Mstep: Class 27 contains 47661 members 
Mstep: Class 28 contains 22848 members 
Mstep: Class 29 contains 23414 members 
Mstep: Class 30 contains 21941 members 
Mstep: Class 31 contains 43227 members 
Mstep: Class 32 contains 30086 members 
Mstep: Class 33 contains 24420 members 
Mstep: Class 34 contains 39578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185208.000000 Penalty: 112221.828125
Iteration 441Q: 35 clusters Score -1.101852e+08 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48658 members 
Mstep: Class 7 contains 3780 members 
Mstep: Class 8 contains 12460 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4629 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 5285 members 
Mstep: Class 14 contains 27970 members 
Mstep: Class 15 contains 54699 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34979 members 
Mstep: Class 19 contains 5585 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 9558 members 
Mstep: Class 22 contains 35419 members 
Mstep: Class 23 contains 37670 members 
Mstep: Class 24 contains 29368 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 11748 members 
Mstep: Class 27 contains 50533 members 
Mstep: Class 28 contains 22933 members 
Mstep: Class 29 contains 23409 members 
Mstep: Class 30 contains 21436 members 
Mstep: Class 31 contains 40942 members 
Mstep: Class 32 contains 32186 members 
Mstep: Class 33 contains 25106 members 
Mstep: Class 34 contains 40114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185488.000000 Penalty: 112221.828125
Iteration 442Q: 35 clusters Score -1.101855e+08 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48319 members 
Mstep: Class 7 contains 3710 members 
Mstep: Class 8 contains 12459 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 5240 members 
Mstep: Class 14 contains 27933 members 
Mstep: Class 15 contains 52706 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34677 members 
Mstep: Class 19 contains 5489 members 
Mstep: Class 20 contains 9976 members 
Mstep: Class 21 contains 9277 members 
Mstep: Class 22 contains 35072 members 
Mstep: Class 23 contains 37683 members 
Mstep: Class 24 contains 29400 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 11810 members 
Mstep: Class 27 contains 52758 members 
Mstep: Class 28 contains 23031 members 
Mstep: Class 29 contains 23429 members 
Mstep: Class 30 contains 20925 members 
Mstep: Class 31 contains 39133 members 
Mstep: Class 32 contains 34242 members 
Mstep: Class 33 contains 26024 members 
Mstep: Class 34 contains 40641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186568.000000 Penalty: 112221.828125
Iteration 443Q: 35 clusters Score -1.101866e+08 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 48018 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 12465 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 5200 members 
Mstep: Class 14 contains 27919 members 
Mstep: Class 15 contains 51130 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34418 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 20 contains 9884 members 
Mstep: Class 21 contains 9060 members 
Mstep: Class 22 contains 34808 members 
Mstep: Class 23 contains 37697 members 
Mstep: Class 24 contains 29417 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 11863 members 
Mstep: Class 27 contains 54205 members 
Mstep: Class 28 contains 23124 members 
Mstep: Class 29 contains 23535 members 
Mstep: Class 30 contains 20461 members 
Mstep: Class 31 contains 37882 members 
Mstep: Class 32 contains 35862 members 
Mstep: Class 33 contains 27005 members 
Mstep: Class 34 contains 40924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185872.000000 Penalty: 112221.828125
Iteration 444Q: 35 clusters Score -1.101859e+08 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47835 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 12484 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 27875 members 
Mstep: Class 15 contains 49190 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 34150 members 
Mstep: Class 19 contains 5359 members 
Mstep: Class 20 contains 9828 members 
Mstep: Class 21 contains 8834 members 
Mstep: Class 22 contains 34582 members 
Mstep: Class 23 contains 37713 members 
Mstep: Class 24 contains 29449 members 
Mstep: Class 25 contains 3891 members 
Mstep: Class 26 contains 11924 members 
Mstep: Class 27 contains 55387 members 
Mstep: Class 28 contains 23205 members 
Mstep: Class 29 contains 23578 members 
Mstep: Class 30 contains 19991 members 
Mstep: Class 31 contains 36967 members 
Mstep: Class 32 contains 37739 members 
Mstep: Class 33 contains 27807 members 
Mstep: Class 34 contains 41321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184264.000000 Penalty: 112221.828125
Iteration 445Q: 35 clusters Score -1.101843e+08 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47722 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 12505 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 27843 members 
Mstep: Class 15 contains 48192 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33957 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 9795 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 34353 members 
Mstep: Class 23 contains 37735 members 
Mstep: Class 24 contains 29505 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 11933 members 
Mstep: Class 27 contains 56286 members 
Mstep: Class 28 contains 23295 members 
Mstep: Class 29 contains 23643 members 
Mstep: Class 30 contains 19532 members 
Mstep: Class 31 contains 35943 members 
Mstep: Class 32 contains 39534 members 
Mstep: Class 33 contains 28385 members 
Mstep: Class 34 contains 41214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184256.000000 Penalty: 112221.828125
Iteration 446Q: 35 clusters Score -1.101843e+08 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47620 members 
Mstep: Class 7 contains 3473 members 
Mstep: Class 8 contains 12507 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 5088 members 
Mstep: Class 14 contains 27814 members 
Mstep: Class 15 contains 47369 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33746 members 
Mstep: Class 19 contains 5277 members 
Mstep: Class 20 contains 9771 members 
Mstep: Class 21 contains 8426 members 
Mstep: Class 22 contains 34272 members 
Mstep: Class 23 contains 37765 members 
Mstep: Class 24 contains 29544 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 11969 members 
Mstep: Class 27 contains 56575 members 
Mstep: Class 28 contains 23374 members 
Mstep: Class 29 contains 23696 members 
Mstep: Class 30 contains 19156 members 
Mstep: Class 31 contains 35285 members 
Mstep: Class 32 contains 41163 members 
Mstep: Class 33 contains 28992 members 
Mstep: Class 34 contains 41053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184888.000000 Penalty: 112221.828125
Iteration 447Q: 35 clusters Score -1.101849e+08 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47511 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 12507 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 27799 members 
Mstep: Class 15 contains 46860 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33526 members 
Mstep: Class 19 contains 5238 members 
Mstep: Class 20 contains 9755 members 
Mstep: Class 21 contains 8308 members 
Mstep: Class 22 contains 34180 members 
Mstep: Class 23 contains 37781 members 
Mstep: Class 24 contains 29580 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 12043 members 
Mstep: Class 27 contains 56676 members 
Mstep: Class 28 contains 23449 members 
Mstep: Class 29 contains 23754 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 34872 members 
Mstep: Class 32 contains 42523 members 
Mstep: Class 33 contains 29747 members 
Mstep: Class 34 contains 40563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184960.000000 Penalty: 112221.828125
Iteration 448Q: 35 clusters Score -1.10185e+08 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47400 members 
Mstep: Class 7 contains 3379 members 
Mstep: Class 8 contains 12521 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 27799 members 
Mstep: Class 15 contains 46639 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33336 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 34069 members 
Mstep: Class 23 contains 37793 members 
Mstep: Class 24 contains 29613 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 12101 members 
Mstep: Class 27 contains 56529 members 
Mstep: Class 28 contains 23515 members 
Mstep: Class 29 contains 23684 members 
Mstep: Class 30 contains 18564 members 
Mstep: Class 31 contains 34609 members 
Mstep: Class 32 contains 43596 members 
Mstep: Class 33 contains 30696 members 
Mstep: Class 34 contains 39914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185648.000000 Penalty: 112221.828125
Iteration 449Q: 35 clusters Score -1.101856e+08 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2363 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47298 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 27803 members 
Mstep: Class 15 contains 46607 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 33128 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 9683 members 
Mstep: Class 21 contains 8211 members 
Mstep: Class 22 contains 33926 members 
Mstep: Class 23 contains 37815 members 
Mstep: Class 24 contains 29643 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 12135 members 
Mstep: Class 27 contains 56249 members 
Mstep: Class 28 contains 23592 members 
Mstep: Class 29 contains 23686 members 
Mstep: Class 30 contains 18191 members 
Mstep: Class 31 contains 34494 members 
Mstep: Class 32 contains 44717 members 
Mstep: Class 33 contains 31587 members 
Mstep: Class 34 contains 39180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185584.000000 Penalty: 112221.828125
Iteration 450Q: 35 clusters Score -1.101856e+08 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47237 members 
Mstep: Class 7 contains 3288 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 27794 members 
Mstep: Class 15 contains 46534 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32928 members 
Mstep: Class 19 contains 5159 members 
Mstep: Class 20 contains 9654 members 
Mstep: Class 21 contains 8255 members 
Mstep: Class 22 contains 33753 members 
Mstep: Class 23 contains 37840 members 
Mstep: Class 24 contains 29650 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 12159 members 
Mstep: Class 27 contains 55908 members 
Mstep: Class 28 contains 23649 members 
Mstep: Class 29 contains 23650 members 
Mstep: Class 30 contains 17744 members 
Mstep: Class 31 contains 34453 members 
Mstep: Class 32 contains 45978 members 
Mstep: Class 33 contains 32540 members 
Mstep: Class 34 contains 38321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185888.000000 Penalty: 112221.828125
Iteration 451Q: 35 clusters Score -1.101859e+08 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47206 members 
Mstep: Class 7 contains 3254 members 
Mstep: Class 8 contains 12510 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 27779 members 
Mstep: Class 15 contains 46192 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32712 members 
Mstep: Class 19 contains 5141 members 
Mstep: Class 20 contains 9631 members 
Mstep: Class 21 contains 8259 members 
Mstep: Class 22 contains 33527 members 
Mstep: Class 23 contains 37844 members 
Mstep: Class 24 contains 29673 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 55694 members 
Mstep: Class 28 contains 23688 members 
Mstep: Class 29 contains 23687 members 
Mstep: Class 30 contains 17489 members 
Mstep: Class 31 contains 34379 members 
Mstep: Class 32 contains 46888 members 
Mstep: Class 33 contains 33487 members 
Mstep: Class 34 contains 37787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186624.000000 Penalty: 112221.828125
Iteration 452Q: 35 clusters Score -1.101866e+08 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47177 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 12495 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 4844 members 
Mstep: Class 14 contains 27767 members 
Mstep: Class 15 contains 45244 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32508 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 9619 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 33387 members 
Mstep: Class 23 contains 37850 members 
Mstep: Class 24 contains 29685 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 12245 members 
Mstep: Class 27 contains 55432 members 
Mstep: Class 28 contains 23741 members 
Mstep: Class 29 contains 23706 members 
Mstep: Class 30 contains 17363 members 
Mstep: Class 31 contains 34308 members 
Mstep: Class 32 contains 47588 members 
Mstep: Class 33 contains 34467 members 
Mstep: Class 34 contains 37889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187000.000000 Penalty: 112221.828125
Iteration 453Q: 35 clusters Score -1.10187e+08 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47132 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 12497 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 4816 members 
Mstep: Class 14 contains 27760 members 
Mstep: Class 15 contains 44075 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32275 members 
Mstep: Class 19 contains 5124 members 
Mstep: Class 20 contains 9598 members 
Mstep: Class 21 contains 8224 members 
Mstep: Class 22 contains 33241 members 
Mstep: Class 23 contains 37858 members 
Mstep: Class 24 contains 29710 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 12283 members 
Mstep: Class 27 contains 54906 members 
Mstep: Class 28 contains 23787 members 
Mstep: Class 29 contains 23760 members 
Mstep: Class 30 contains 17189 members 
Mstep: Class 31 contains 34307 members 
Mstep: Class 32 contains 48048 members 
Mstep: Class 33 contains 35729 members 
Mstep: Class 34 contains 38413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187728.000000 Penalty: 112221.828125
Iteration 454Q: 35 clusters Score -1.101877e+08 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 47068 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 12490 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 4767 members 
Mstep: Class 14 contains 27750 members 
Mstep: Class 15 contains 43283 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 32083 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 9570 members 
Mstep: Class 21 contains 8248 members 
Mstep: Class 22 contains 33034 members 
Mstep: Class 23 contains 37865 members 
Mstep: Class 24 contains 29718 members 
Mstep: Class 25 contains 3974 members 
Mstep: Class 26 contains 12278 members 
Mstep: Class 27 contains 53959 members 
Mstep: Class 28 contains 23841 members 
Mstep: Class 29 contains 23863 members 
Mstep: Class 30 contains 17029 members 
Mstep: Class 31 contains 34301 members 
Mstep: Class 32 contains 48567 members 
Mstep: Class 33 contains 37027 members 
Mstep: Class 34 contains 38916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188352.000000 Penalty: 112221.828125
Iteration 455Q: 35 clusters Score -1.101884e+08 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2340 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 3110 members 
Mstep: Class 8 contains 12479 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4647 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 27732 members 
Mstep: Class 15 contains 42807 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 31879 members 
Mstep: Class 19 contains 5079 members 
Mstep: Class 20 contains 9533 members 
Mstep: Class 21 contains 8283 members 
Mstep: Class 22 contains 32914 members 
Mstep: Class 23 contains 37862 members 
Mstep: Class 24 contains 29727 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 12297 members 
Mstep: Class 27 contains 52727 members 
Mstep: Class 28 contains 23919 members 
Mstep: Class 29 contains 23921 members 
Mstep: Class 30 contains 16919 members 
Mstep: Class 31 contains 34248 members 
Mstep: Class 32 contains 48988 members 
Mstep: Class 33 contains 38231 members 
Mstep: Class 34 contains 39541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188344.000000 Penalty: 112221.828125
Iteration 456Q: 35 clusters Score -1.101883e+08 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 12476 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 27733 members 
Mstep: Class 15 contains 42674 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 31675 members 
Mstep: Class 19 contains 5055 members 
Mstep: Class 20 contains 9510 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 32818 members 
Mstep: Class 23 contains 37869 members 
Mstep: Class 24 contains 29727 members 
Mstep: Class 25 contains 3975 members 
Mstep: Class 26 contains 12329 members 
Mstep: Class 27 contains 51495 members 
Mstep: Class 28 contains 23995 members 
Mstep: Class 29 contains 23993 members 
Mstep: Class 30 contains 16760 members 
Mstep: Class 31 contains 34050 members 
Mstep: Class 32 contains 49285 members 
Mstep: Class 33 contains 39268 members 
Mstep: Class 34 contains 40219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188672.000000 Penalty: 112221.828125
Iteration 457Q: 35 clusters Score -1.101887e+08 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2325 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 46855 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 8 contains 12480 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 782 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 27714 members 
Mstep: Class 15 contains 42855 members 
Mstep: Class 16 contains 823 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 31449 members 
Mstep: Class 19 contains 5030 members 
Mstep: Class 20 contains 9498 members 
Mstep: Class 21 contains 8356 members 
Mstep: Class 22 contains 32765 members 
Mstep: Class 23 contains 37863 members 
Mstep: Class 24 contains 29742 members 
Mstep: Class 25 contains 3980 members 
Mstep: Class 26 contains 12361 members 
Mstep: Class 27 contains 50376 members 
Mstep: Class 28 contains 24067 members 
Mstep: Class 29 contains 24055 members 
Mstep: Class 30 contains 16550 members 
Mstep: Class 31 contains 33774 members 
Mstep: Class 32 contains 49483 members 
Mstep: Class 33 contains 40059 members 
Mstep: Class 34 contains 40953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188736.000000 Penalty: 112221.828125
Iteration 458Q: 35 clusters Score -1.101887e+08 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2317 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 46827 members 
Mstep: Class 7 contains 2963 members 
Mstep: Class 8 contains 12469 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4652 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 4584 members 
Mstep: Class 14 contains 27709 members 
Mstep: Class 15 contains 43511 members 
Mstep: Class 16 contains 823 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 31219 members 
Mstep: Class 19 contains 4985 members 
Mstep: Class 20 contains 9461 members 
Mstep: Class 21 contains 8375 members 
Mstep: Class 22 contains 32715 members 
Mstep: Class 23 contains 37869 members 
Mstep: Class 24 contains 29741 members 
Mstep: Class 25 contains 3982 members 
Mstep: Class 26 contains 12382 members 
Mstep: Class 27 contains 49554 members 
Mstep: Class 28 contains 24149 members 
Mstep: Class 29 contains 24113 members 
Mstep: Class 30 contains 16314 members 
Mstep: Class 31 contains 33242 members 
Mstep: Class 32 contains 49511 members 
Mstep: Class 33 contains 40432 members 
Mstep: Class 34 contains 41797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188632.000000 Penalty: 112221.828125
Iteration 459Q: 35 clusters Score -1.101886e+08 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 46783 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 12467 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 27699 members 
Mstep: Class 15 contains 44262 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 31003 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 9433 members 
Mstep: Class 21 contains 8432 members 
Mstep: Class 22 contains 32608 members 
Mstep: Class 23 contains 37872 members 
Mstep: Class 24 contains 29731 members 
Mstep: Class 25 contains 3985 members 
Mstep: Class 26 contains 12411 members 
Mstep: Class 27 contains 49203 members 
Mstep: Class 28 contains 24238 members 
Mstep: Class 29 contains 24129 members 
Mstep: Class 30 contains 16008 members 
Mstep: Class 31 contains 32736 members 
Mstep: Class 32 contains 49422 members 
Mstep: Class 33 contains 40365 members 
Mstep: Class 34 contains 42731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190664.000000 Penalty: 112221.828125
Iteration 460F: 35 clusters Score -1.101907e+08 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 46743 members 
Mstep: Class 7 contains 2853 members 
Mstep: Class 8 contains 12458 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 4485 members 
Mstep: Class 14 contains 27682 members 
Mstep: Class 15 contains 44183 members 
Mstep: Class 16 contains 823 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 30775 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 9402 members 
Mstep: Class 21 contains 8462 members 
Mstep: Class 22 contains 32504 members 
Mstep: Class 23 contains 37871 members 
Mstep: Class 24 contains 29721 members 
Mstep: Class 25 contains 3991 members 
Mstep: Class 26 contains 12425 members 
Mstep: Class 27 contains 47006 members 
Mstep: Class 28 contains 24345 members 
Mstep: Class 29 contains 24091 members 
Mstep: Class 30 contains 15602 members 
Mstep: Class 31 contains 32058 members 
Mstep: Class 32 contains 50408 members 
Mstep: Class 33 contains 42305 members 
Mstep: Class 34 contains 43651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192320.000000 Penalty: 112221.828125
Iteration 461Q: 35 clusters Score -1.101923e+08 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46652 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 8 contains 12449 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4650 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 4439 members 
Mstep: Class 14 contains 27677 members 
Mstep: Class 15 contains 44279 members 
Mstep: Class 16 contains 823 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 30514 members 
Mstep: Class 19 contains 4845 members 
Mstep: Class 20 contains 9364 members 
Mstep: Class 21 contains 8547 members 
Mstep: Class 22 contains 32390 members 
Mstep: Class 23 contains 37858 members 
Mstep: Class 24 contains 29722 members 
Mstep: Class 25 contains 4003 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 44816 members 
Mstep: Class 28 contains 24463 members 
Mstep: Class 29 contains 24062 members 
Mstep: Class 30 contains 15137 members 
Mstep: Class 31 contains 31404 members 
Mstep: Class 32 contains 51400 members 
Mstep: Class 33 contains 44152 members 
Mstep: Class 34 contains 44529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193064.000000 Penalty: 112221.828125
Iteration 462Q: 35 clusters Score -1.101931e+08 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46594 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 12432 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 4392 members 
Mstep: Class 14 contains 27683 members 
Mstep: Class 15 contains 44967 members 
Mstep: Class 16 contains 823 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 30213 members 
Mstep: Class 19 contains 4783 members 
Mstep: Class 20 contains 9316 members 
Mstep: Class 21 contains 8579 members 
Mstep: Class 22 contains 32310 members 
Mstep: Class 23 contains 37845 members 
Mstep: Class 24 contains 29725 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 12477 members 
Mstep: Class 27 contains 42844 members 
Mstep: Class 28 contains 24585 members 
Mstep: Class 29 contains 23984 members 
Mstep: Class 30 contains 14558 members 
Mstep: Class 31 contains 30984 members 
Mstep: Class 32 contains 52447 members 
Mstep: Class 33 contains 45335 members 
Mstep: Class 34 contains 45156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192488.000000 Penalty: 112221.828125
Iteration 463Q: 35 clusters Score -1.101925e+08 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2282 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46552 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 12407 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4647 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 27670 members 
Mstep: Class 15 contains 46210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 29907 members 
Mstep: Class 19 contains 4729 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 21 contains 8627 members 
Mstep: Class 22 contains 32276 members 
Mstep: Class 23 contains 37838 members 
Mstep: Class 24 contains 29733 members 
Mstep: Class 25 contains 4003 members 
Mstep: Class 26 contains 12514 members 
Mstep: Class 27 contains 40276 members 
Mstep: Class 28 contains 24724 members 
Mstep: Class 29 contains 23987 members 
Mstep: Class 30 contains 13968 members 
Mstep: Class 31 contains 30513 members 
Mstep: Class 32 contains 53337 members 
Mstep: Class 33 contains 46796 members 
Mstep: Class 34 contains 45565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191448.000000 Penalty: 112221.828125
Iteration 464Q: 35 clusters Score -1.101914e+08 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46567 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 12397 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 4304 members 
Mstep: Class 14 contains 27666 members 
Mstep: Class 15 contains 48112 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 29568 members 
Mstep: Class 19 contains 4693 members 
Mstep: Class 20 contains 9272 members 
Mstep: Class 21 contains 8651 members 
Mstep: Class 22 contains 32214 members 
Mstep: Class 23 contains 37825 members 
Mstep: Class 24 contains 29735 members 
Mstep: Class 25 contains 4000 members 
Mstep: Class 26 contains 12567 members 
Mstep: Class 27 contains 36761 members 
Mstep: Class 28 contains 24853 members 
Mstep: Class 29 contains 24017 members 
Mstep: Class 30 contains 13412 members 
Mstep: Class 31 contains 30060 members 
Mstep: Class 32 contains 54700 members 
Mstep: Class 33 contains 47840 members 
Mstep: Class 34 contains 46113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190112.000000 Penalty: 112221.828125
Iteration 465Q: 35 clusters Score -1.101901e+08 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46617 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 12395 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 27663 members 
Mstep: Class 15 contains 50356 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 29202 members 
Mstep: Class 19 contains 4699 members 
Mstep: Class 20 contains 9241 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 32108 members 
Mstep: Class 23 contains 37813 members 
Mstep: Class 24 contains 29729 members 
Mstep: Class 25 contains 3995 members 
Mstep: Class 26 contains 12616 members 
Mstep: Class 27 contains 33441 members 
Mstep: Class 28 contains 24963 members 
Mstep: Class 29 contains 24089 members 
Mstep: Class 30 contains 13035 members 
Mstep: Class 31 contains 29788 members 
Mstep: Class 32 contains 56889 members 
Mstep: Class 33 contains 46970 members 
Mstep: Class 34 contains 46769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187296.000000 Penalty: 112221.828125
Iteration 466Q: 35 clusters Score -1.101873e+08 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2276 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46769 members 
Mstep: Class 7 contains 2567 members 
Mstep: Class 8 contains 12385 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 4243 members 
Mstep: Class 14 contains 27664 members 
Mstep: Class 15 contains 51874 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28833 members 
Mstep: Class 19 contains 4727 members 
Mstep: Class 20 contains 9225 members 
Mstep: Class 21 contains 8720 members 
Mstep: Class 22 contains 32059 members 
Mstep: Class 23 contains 37802 members 
Mstep: Class 24 contains 29718 members 
Mstep: Class 25 contains 4002 members 
Mstep: Class 26 contains 12633 members 
Mstep: Class 27 contains 31454 members 
Mstep: Class 28 contains 25057 members 
Mstep: Class 29 contains 24164 members 
Mstep: Class 30 contains 12934 members 
Mstep: Class 31 contains 29892 members 
Mstep: Class 32 contains 58939 members 
Mstep: Class 33 contains 44177 members 
Mstep: Class 34 contains 48108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186224.000000 Penalty: 112221.828125
Iteration 467Q: 35 clusters Score -1.101862e+08 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46884 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 12372 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 4207 members 
Mstep: Class 14 contains 27669 members 
Mstep: Class 15 contains 51785 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28581 members 
Mstep: Class 19 contains 4733 members 
Mstep: Class 20 contains 9207 members 
Mstep: Class 21 contains 8733 members 
Mstep: Class 22 contains 32010 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 29693 members 
Mstep: Class 25 contains 3998 members 
Mstep: Class 26 contains 12648 members 
Mstep: Class 27 contains 30496 members 
Mstep: Class 28 contains 25154 members 
Mstep: Class 29 contains 24240 members 
Mstep: Class 30 contains 12917 members 
Mstep: Class 31 contains 29857 members 
Mstep: Class 32 contains 60119 members 
Mstep: Class 33 contains 42532 members 
Mstep: Class 34 contains 49763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184872.000000 Penalty: 112221.828125
Iteration 468Q: 35 clusters Score -1.101849e+08 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 12348 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4649 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 4189 members 
Mstep: Class 14 contains 27660 members 
Mstep: Class 15 contains 51915 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28443 members 
Mstep: Class 19 contains 4761 members 
Mstep: Class 20 contains 9206 members 
Mstep: Class 21 contains 8755 members 
Mstep: Class 22 contains 31978 members 
Mstep: Class 23 contains 37795 members 
Mstep: Class 24 contains 29672 members 
Mstep: Class 25 contains 3991 members 
Mstep: Class 26 contains 12677 members 
Mstep: Class 27 contains 29656 members 
Mstep: Class 28 contains 25249 members 
Mstep: Class 29 contains 24328 members 
Mstep: Class 30 contains 13099 members 
Mstep: Class 31 contains 29818 members 
Mstep: Class 32 contains 60348 members 
Mstep: Class 33 contains 41004 members 
Mstep: Class 34 contains 51537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183328.000000 Penalty: 112221.828125
Iteration 469Q: 35 clusters Score -1.101833e+08 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47092 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 12307 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 14 contains 27652 members 
Mstep: Class 15 contains 51616 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 4788 members 
Mstep: Class 20 contains 9209 members 
Mstep: Class 21 contains 8747 members 
Mstep: Class 22 contains 31957 members 
Mstep: Class 23 contains 37782 members 
Mstep: Class 24 contains 29644 members 
Mstep: Class 25 contains 3993 members 
Mstep: Class 26 contains 12703 members 
Mstep: Class 27 contains 29055 members 
Mstep: Class 28 contains 25352 members 
Mstep: Class 29 contains 24397 members 
Mstep: Class 30 contains 13005 members 
Mstep: Class 31 contains 29765 members 
Mstep: Class 32 contains 61485 members 
Mstep: Class 33 contains 39837 members 
Mstep: Class 34 contains 52521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181400.000000 Penalty: 112221.828125
Iteration 470Q: 35 clusters Score -1.101814e+08 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47164 members 
Mstep: Class 7 contains 2466 members 
Mstep: Class 8 contains 12234 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 27652 members 
Mstep: Class 15 contains 51236 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28310 members 
Mstep: Class 19 contains 4814 members 
Mstep: Class 20 contains 9220 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 31970 members 
Mstep: Class 23 contains 37745 members 
Mstep: Class 24 contains 29610 members 
Mstep: Class 25 contains 4004 members 
Mstep: Class 26 contains 12752 members 
Mstep: Class 27 contains 28749 members 
Mstep: Class 28 contains 25472 members 
Mstep: Class 29 contains 24485 members 
Mstep: Class 30 contains 12827 members 
Mstep: Class 31 contains 29694 members 
Mstep: Class 32 contains 62789 members 
Mstep: Class 33 contains 38850 members 
Mstep: Class 34 contains 53037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179488.000000 Penalty: 112221.828125
Iteration 471Q: 35 clusters Score -1.101795e+08 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47261 members 
Mstep: Class 7 contains 2448 members 
Mstep: Class 8 contains 12146 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 27649 members 
Mstep: Class 15 contains 50945 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28307 members 
Mstep: Class 19 contains 4833 members 
Mstep: Class 20 contains 9227 members 
Mstep: Class 21 contains 8703 members 
Mstep: Class 22 contains 31958 members 
Mstep: Class 23 contains 37722 members 
Mstep: Class 24 contains 29588 members 
Mstep: Class 25 contains 4005 members 
Mstep: Class 26 contains 12773 members 
Mstep: Class 27 contains 28461 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 24522 members 
Mstep: Class 30 contains 12708 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 63985 members 
Mstep: Class 33 contains 38043 members 
Mstep: Class 34 contains 53259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178232.000000 Penalty: 112221.828125
Iteration 472Q: 35 clusters Score -1.101782e+08 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47323 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 12054 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 4137 members 
Mstep: Class 14 contains 27654 members 
Mstep: Class 15 contains 50764 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28277 members 
Mstep: Class 19 contains 4861 members 
Mstep: Class 20 contains 9225 members 
Mstep: Class 21 contains 8652 members 
Mstep: Class 22 contains 31962 members 
Mstep: Class 23 contains 37709 members 
Mstep: Class 24 contains 29584 members 
Mstep: Class 25 contains 4008 members 
Mstep: Class 26 contains 12774 members 
Mstep: Class 27 contains 28204 members 
Mstep: Class 28 contains 25723 members 
Mstep: Class 29 contains 24518 members 
Mstep: Class 30 contains 12610 members 
Mstep: Class 31 contains 29757 members 
Mstep: Class 32 contains 65124 members 
Mstep: Class 33 contains 37204 members 
Mstep: Class 34 contains 53390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177120.000000 Penalty: 112221.828125
Iteration 473Q: 35 clusters Score -1.101771e+08 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47409 members 
Mstep: Class 7 contains 2423 members 
Mstep: Class 8 contains 11966 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4646 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 27664 members 
Mstep: Class 15 contains 50330 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28271 members 
Mstep: Class 19 contains 4884 members 
Mstep: Class 20 contains 9225 members 
Mstep: Class 21 contains 8654 members 
Mstep: Class 22 contains 31892 members 
Mstep: Class 23 contains 37694 members 
Mstep: Class 24 contains 29557 members 
Mstep: Class 25 contains 4000 members 
Mstep: Class 26 contains 12789 members 
Mstep: Class 27 contains 27958 members 
Mstep: Class 28 contains 25847 members 
Mstep: Class 29 contains 24559 members 
Mstep: Class 30 contains 12562 members 
Mstep: Class 31 contains 29854 members 
Mstep: Class 32 contains 66232 members 
Mstep: Class 33 contains 36630 members 
Mstep: Class 34 contains 53421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176080.000000 Penalty: 112221.828125
Iteration 474Q: 35 clusters Score -1.101761e+08 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47514 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 11882 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 4114 members 
Mstep: Class 14 contains 27656 members 
Mstep: Class 15 contains 49885 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28326 members 
Mstep: Class 19 contains 4906 members 
Mstep: Class 20 contains 9228 members 
Mstep: Class 21 contains 8674 members 
Mstep: Class 22 contains 31796 members 
Mstep: Class 23 contains 37665 members 
Mstep: Class 24 contains 29545 members 
Mstep: Class 25 contains 4000 members 
Mstep: Class 26 contains 12811 members 
Mstep: Class 27 contains 27587 members 
Mstep: Class 28 contains 25960 members 
Mstep: Class 29 contains 24597 members 
Mstep: Class 30 contains 12550 members 
Mstep: Class 31 contains 29975 members 
Mstep: Class 32 contains 67209 members 
Mstep: Class 33 contains 36248 members 
Mstep: Class 34 contains 53404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175144.000000 Penalty: 112221.828125
Iteration 475Q: 35 clusters Score -1.101751e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2276 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47599 members 
Mstep: Class 7 contains 2395 members 
Mstep: Class 8 contains 11834 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 27653 members 
Mstep: Class 15 contains 49295 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28387 members 
Mstep: Class 19 contains 4925 members 
Mstep: Class 20 contains 9231 members 
Mstep: Class 21 contains 8690 members 
Mstep: Class 22 contains 31711 members 
Mstep: Class 23 contains 37650 members 
Mstep: Class 24 contains 29541 members 
Mstep: Class 25 contains 4011 members 
Mstep: Class 26 contains 12810 members 
Mstep: Class 27 contains 27321 members 
Mstep: Class 28 contains 26051 members 
Mstep: Class 29 contains 24648 members 
Mstep: Class 30 contains 12528 members 
Mstep: Class 31 contains 30083 members 
Mstep: Class 32 contains 68099 members 
Mstep: Class 33 contains 35872 members 
Mstep: Class 34 contains 53503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175288.000000 Penalty: 112221.828125
Iteration 476Q: 35 clusters Score -1.101753e+08 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47640 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 11783 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 4092 members 
Mstep: Class 14 contains 27651 members 
Mstep: Class 15 contains 48386 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28425 members 
Mstep: Class 19 contains 4931 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 8669 members 
Mstep: Class 22 contains 31655 members 
Mstep: Class 23 contains 37638 members 
Mstep: Class 24 contains 29527 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 12825 members 
Mstep: Class 27 contains 27152 members 
Mstep: Class 28 contains 26129 members 
Mstep: Class 29 contains 24681 members 
Mstep: Class 30 contains 12538 members 
Mstep: Class 31 contains 30161 members 
Mstep: Class 32 contains 68716 members 
Mstep: Class 33 contains 35720 members 
Mstep: Class 34 contains 54019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175568.000000 Penalty: 112221.828125
Iteration 477Q: 35 clusters Score -1.101756e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2256 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47681 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 11738 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 4086 members 
Mstep: Class 14 contains 27658 members 
Mstep: Class 15 contains 47537 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28443 members 
Mstep: Class 19 contains 4950 members 
Mstep: Class 20 contains 9235 members 
Mstep: Class 21 contains 8649 members 
Mstep: Class 22 contains 31593 members 
Mstep: Class 23 contains 37631 members 
Mstep: Class 24 contains 29523 members 
Mstep: Class 25 contains 4003 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 27049 members 
Mstep: Class 28 contains 26205 members 
Mstep: Class 29 contains 24752 members 
Mstep: Class 30 contains 12566 members 
Mstep: Class 31 contains 30248 members 
Mstep: Class 32 contains 68842 members 
Mstep: Class 33 contains 35618 members 
Mstep: Class 34 contains 54798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175480.000000 Penalty: 112221.828125
Iteration 478Q: 35 clusters Score -1.101755e+08 nChanged 3595
Entering ConstructFrom: 
Score: -110175480.000000 Penalty: 112221.828125
Entering ConstructFrom: 
Trying to split cluster 1 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -89379.906250 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -89379.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87744.046875 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -87744.05 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88166.007812 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -88166.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88424.156250 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -88424.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88620.031250 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -88620.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88830.007812 Penalty: 3242.917236
	Iteration 4F: 3 clusters Score -88830.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88998.304688 Penalty: 3242.917236
	Iteration 5F: 3 clusters Score -88998.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89172.679688 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -89172.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89225.656250 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -89225.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89240.578125 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -89240.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -89253.562500 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -89253.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -89266.648438 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -89266.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89276.140625 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -89276.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89288.132812 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -89288.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89288.796875 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -89288.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89290.281250 Penalty: 3242.917236
	Iteration 14F: 3 clusters Score -89290.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89295.453125 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -89295.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89308.421875 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -89308.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89313.710938 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -89313.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89322.367188 Penalty: 3242.917236
	Iteration 18Q: 3 clusters Score -89322.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89359.851562 Penalty: 3242.917236
	Iteration 19Q: 3 clusters Score -89359.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89387.015625 Penalty: 3242.917236
	Iteration 20F: 3 clusters Score -89387.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89404.515625 Penalty: 3242.917236
	Iteration 21Q: 3 clusters Score -89404.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89416.578125 Penalty: 3242.917236
	Iteration 22Q: 3 clusters Score -89416.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89426.976562 Penalty: 3242.917236
	Iteration 23Q: 3 clusters Score -89426.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89431.242188 Penalty: 3242.917236
	Iteration 24Q: 3 clusters Score -89431.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89438.468750 Penalty: 3242.917236
	Iteration 25Q: 3 clusters Score -89438.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89445.945312 Penalty: 3242.917236
	Iteration 26Q: 3 clusters Score -89445.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89445.945312 Penalty: 3242.917236
	Iteration 27F: 3 clusters Score -89445.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47691 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11703 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 27671 members 
Mstep: Class 15 contains 46861 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28463 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 8642 members 
Mstep: Class 22 contains 31515 members 
Mstep: Class 23 contains 37618 members 
Mstep: Class 24 contains 29525 members 
Mstep: Class 25 contains 3992 members 
Mstep: Class 26 contains 12804 members 
Mstep: Class 27 contains 26968 members 
Mstep: Class 28 contains 26282 members 
Mstep: Class 29 contains 24738 members 
Mstep: Class 30 contains 12754 members 
Mstep: Class 31 contains 30362 members 
Mstep: Class 32 contains 68536 members 
Mstep: Class 33 contains 35513 members 
Mstep: Class 34 contains 55759 members 
Mstep: Class 35 contains 352 members 
Entering Unmasked Estep 
Score: -110174816.000000 Penalty: 115522.468750
Splitting cluster 1 changes total score from -110175480.000000 to -110174816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50975.343750 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50975.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49566.761719 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -49566.76 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49896.683594 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49896.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50082.441406 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -50082.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50218.117188 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -50218.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50341.203125 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -50341.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50401.949219 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -50401.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50420.445312 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -50420.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50458.398438 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -50458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50510.496094 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -50510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50524.164062 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -50524.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50544.855469 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -50544.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50558.687500 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -50558.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50564.261719 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -50564.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50566.414062 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -50566.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50566.414062 Penalty: 3059.088379
	Iteration 14F: 3 clusters Score -50566.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -21301.232422 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -21301.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20226.125000 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -20226.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20368.638672 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -20368.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20438.167969 Penalty: 2782.298096
	Iteration 2F: 3 clusters Score -20438.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20459.435547 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -20459.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20474.806641 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -20474.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20485.207031 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -20485.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20511.488281 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -20511.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20512.794922 Penalty: 2782.298096
	Iteration 7Q: 3 clusters Score -20512.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20512.794922 Penalty: 2782.298096
	Iteration 8F: 3 clusters Score -20512.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -418211.593750 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -418211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -415418.343750 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -415418.3 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -415922.718750 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -415922.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -416043.843750 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -416043.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -416105.125000 Penalty: 3827.364502
	Iteration 3Q: 3 clusters Score -416105.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -416141.031250 Penalty: 3827.364502
	Iteration 4Q: 3 clusters Score -416141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -416163.312500 Penalty: 3827.364502
	Iteration 5Q: 3 clusters Score -416163.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -416181.906250 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -416181.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -416193.906250 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -416193.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -416204.843750 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -416204.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -416213.937500 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -416213.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -416221.062500 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -416221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -416225.000000 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -416225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -416228.687500 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -416228.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -416230.343750 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -416230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -416231.125000 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -416231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -416233.187500 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -416233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -416236.062500 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -416236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -416239.062500 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -416239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -416240.031250 Penalty: 3827.364502
	Iteration 18Q: 3 clusters Score -416240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -416242.281250 Penalty: 3827.364502
	Iteration 19Q: 3 clusters Score -416242.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -416243.937500 Penalty: 3827.364502
	Iteration 20F: 3 clusters Score -416243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -416244.500000 Penalty: 3827.364502
	Iteration 21Q: 3 clusters Score -416244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -416246.000000 Penalty: 3827.364502
	Iteration 22Q: 3 clusters Score -416246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -416245.406250 Penalty: 3827.364502
	Iteration 23Q: 3 clusters Score -416245.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -416245.406250 Penalty: 3827.364502
	Iteration 24F: 3 clusters Score -416245.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -80795.468750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -80795.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79347.203125 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -79347.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79638.835938 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -79638.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79789.601562 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -79789.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -79933.960938 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -79933.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -80069.257812 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -80069.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80259.828125 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -80259.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -80425.437500 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -80425.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -80500.960938 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -80500.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -80575.773438 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -80575.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -80629.000000 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -80629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80642.171875 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -80642.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -80653.281250 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -80653.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -80655.835938 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -80655.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80658.421875 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -80658.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80668.335938 Penalty: 3099.987793
	Iteration 14F: 3 clusters Score -80668.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80701.093750 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -80701.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -80703.640625 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -80703.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -80703.640625 Penalty: 3099.987793
	Iteration 17F: 3 clusters Score -80703.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Entering Unmasked Estep 
Score: -8774854.000000 Penalty: 2671.579590
	Iteration 0F: 2 clusters Score -8774854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -8743008.000000 Penalty: 5343.159180
	Iteration 0F: 3 clusters Score -8743008 nChanged 21812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -8755085.000000 Penalty: 5343.159180
	Iteration 1F: 3 clusters Score -8755085 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -8755592.000000 Penalty: 5343.159180
	Iteration 2Q: 3 clusters Score -8755592 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -8755989.000000 Penalty: 5343.159180
	Iteration 3Q: 3 clusters Score -8755989 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -8756398.000000 Penalty: 5343.159180
	Iteration 4Q: 3 clusters Score -8756398 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -8756952.000000 Penalty: 5343.159180
	Iteration 5Q: 3 clusters Score -8756952 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -8757704.000000 Penalty: 5343.159180
	Iteration 6Q: 3 clusters Score -8757704 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -8758999.000000 Penalty: 5343.159180
	Iteration 7Q: 3 clusters Score -8758999 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -8760935.000000 Penalty: 5343.159180
	Iteration 8F: 3 clusters Score -8760935 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -8763631.000000 Penalty: 5343.159180
	Iteration 9F: 3 clusters Score -8763631 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -8766585.000000 Penalty: 5343.159180
	Iteration 10F: 3 clusters Score -8766585 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -8769138.000000 Penalty: 5343.159180
	Iteration 11F: 3 clusters Score -8769138 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -8770830.000000 Penalty: 5343.159180
	Iteration 12Q: 3 clusters Score -8770830 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -8771642.000000 Penalty: 5343.159180
	Iteration 13Q: 3 clusters Score -8771642 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -8772030.000000 Penalty: 5343.159180
	Iteration 14Q: 3 clusters Score -8772030 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -8772243.000000 Penalty: 5343.159180
	Iteration 15Q: 3 clusters Score -8772243 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -8772369.000000 Penalty: 5343.159180
	Iteration 16Q: 3 clusters Score -8772369 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -8772426.000000 Penalty: 5343.159180
	Iteration 17Q: 3 clusters Score -8772426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -8772458.000000 Penalty: 5343.159180
	Iteration 18Q: 3 clusters Score -8772458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -8772472.000000 Penalty: 5343.159180
	Iteration 19Q: 3 clusters Score -8772472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -8772477.000000 Penalty: 5343.159180
	Iteration 20F: 3 clusters Score -8772477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -8772491.000000 Penalty: 5343.159180
	Iteration 21Q: 3 clusters Score -8772491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -8772504.000000 Penalty: 5343.159180
	Iteration 22Q: 3 clusters Score -8772504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -8772507.000000 Penalty: 5343.159180
	Iteration 23Q: 3 clusters Score -8772507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -8772520.000000 Penalty: 5343.159180
	Iteration 24Q: 3 clusters Score -8772520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -8772523.000000 Penalty: 5343.159180
	Iteration 25Q: 3 clusters Score -8772523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -8772529.000000 Penalty: 5343.159180
	Iteration 26Q: 3 clusters Score -8772529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -8772531.000000 Penalty: 5343.159180
	Iteration 27Q: 3 clusters Score -8772531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -8772536.000000 Penalty: 5343.159180
	Iteration 28Q: 3 clusters Score -8772536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -8772535.000000 Penalty: 5343.159180
	Iteration 29Q: 3 clusters Score -8772535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -8772539.000000 Penalty: 5343.159180
	Iteration 30Q: 3 clusters Score -8772539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -8772539.000000 Penalty: 5343.159180
	Iteration 31Q: 3 clusters Score -8772539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -8772539.000000 Penalty: 5343.159180
	Iteration 32F: 3 clusters Score -8772539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -433988.125000 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -433988.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -431165.968750 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -431166 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -431656.343750 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -431656.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -431770.625000 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -431770.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -431849.093750 Penalty: 3841.521484
	Iteration 3Q: 3 clusters Score -431849.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -431895.406250 Penalty: 3841.521484
	Iteration 4Q: 3 clusters Score -431895.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -431934.031250 Penalty: 3841.521484
	Iteration 5Q: 3 clusters Score -431934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -431960.562500 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -431960.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -431972.968750 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -431973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -431980.312500 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -431980.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -431988.468750 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -431988.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -431991.343750 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -431991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -431995.843750 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -431995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -431998.406250 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -431998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -431999.250000 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -431999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -432001.062500 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -432001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -432002.343750 Penalty: 3841.521484
	Iteration 15Q: 3 clusters Score -432002.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -432003.875000 Penalty: 3841.521484
	Iteration 16Q: 3 clusters Score -432003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -432004.781250 Penalty: 3841.521484
	Iteration 17Q: 3 clusters Score -432004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -432005.593750 Penalty: 3841.521484
	Iteration 18Q: 3 clusters Score -432005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -432007.156250 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -432007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -432007.250000 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -432007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -432008.281250 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -432008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -432009.156250 Penalty: 3841.521484
	Iteration 22Q: 3 clusters Score -432009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -432009.500000 Penalty: 3841.521484
	Iteration 23Q: 3 clusters Score -432009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -432010.562500 Penalty: 3841.521484
	Iteration 24Q: 3 clusters Score -432010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -432012.593750 Penalty: 3841.521484
	Iteration 25Q: 3 clusters Score -432012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -432013.312500 Penalty: 3841.521484
	Iteration 26Q: 3 clusters Score -432013.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -432013.718750 Penalty: 3841.521484
	Iteration 27Q: 3 clusters Score -432013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -432015.031250 Penalty: 3841.521484
	Iteration 28Q: 3 clusters Score -432015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -432015.031250 Penalty: 3841.521484
	Iteration 29F: 3 clusters Score -432015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Entering Unmasked Estep 
Score: -2169255.750000 Penalty: 2323.164795
	Iteration 0F: 2 clusters Score -2169256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2160473.250000 Penalty: 4646.329590
	Iteration 0F: 3 clusters Score -2160473 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2163188.500000 Penalty: 4646.329590
	Iteration 1F: 3 clusters Score -2163188 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2163561.750000 Penalty: 4646.329590
	Iteration 2F: 3 clusters Score -2163562 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2163964.250000 Penalty: 4646.329590
	Iteration 3F: 3 clusters Score -2163964 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2164377.250000 Penalty: 4646.329590
	Iteration 4F: 3 clusters Score -2164377 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2164816.750000 Penalty: 4646.329590
	Iteration 5F: 3 clusters Score -2164817 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2165326.750000 Penalty: 4646.329590
	Iteration 6F: 3 clusters Score -2165327 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2165895.500000 Penalty: 4646.329590
	Iteration 7F: 3 clusters Score -2165896 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2166503.250000 Penalty: 4646.329590
	Iteration 8F: 3 clusters Score -2166503 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2167024.000000 Penalty: 4646.329590
	Iteration 9F: 3 clusters Score -2167024 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2167368.750000 Penalty: 4646.329590
	Iteration 10Q: 3 clusters Score -2167369 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2167568.250000 Penalty: 4646.329590
	Iteration 11Q: 3 clusters Score -2167568 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2167675.750000 Penalty: 4646.329590
	Iteration 12Q: 3 clusters Score -2167676 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2167735.750000 Penalty: 4646.329590
	Iteration 13Q: 3 clusters Score -2167736 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2167765.750000 Penalty: 4646.329590
	Iteration 14Q: 3 clusters Score -2167766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2167787.000000 Penalty: 4646.329590
	Iteration 15Q: 3 clusters Score -2167787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2167798.750000 Penalty: 4646.329590
	Iteration 16Q: 3 clusters Score -2167799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2167811.750000 Penalty: 4646.329590
	Iteration 17Q: 3 clusters Score -2167812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2167822.750000 Penalty: 4646.329590
	Iteration 18Q: 3 clusters Score -2167823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2167822.250000 Penalty: 4646.329590
	Iteration 19Q: 3 clusters Score -2167822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2167832.750000 Penalty: 4646.329590
	Iteration 20F: 3 clusters Score -2167833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2167834.000000 Penalty: 4646.329590
	Iteration 21Q: 3 clusters Score -2167834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2167837.500000 Penalty: 4646.329590
	Iteration 22Q: 3 clusters Score -2167838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2167840.250000 Penalty: 4646.329590
	Iteration 23Q: 3 clusters Score -2167840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2167840.000000 Penalty: 4646.329590
	Iteration 24Q: 3 clusters Score -2167840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2167842.500000 Penalty: 4646.329590
	Iteration 25Q: 3 clusters Score -2167842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2167843.750000 Penalty: 4646.329590
	Iteration 26Q: 3 clusters Score -2167844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2167839.750000 Penalty: 4646.329590
	Iteration 27Q: 3 clusters Score -2167840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2167844.750000 Penalty: 4646.329590
	Iteration 28Q: 3 clusters Score -2167845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2167845.750000 Penalty: 4646.329590
	Iteration 29Q: 3 clusters Score -2167846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2167848.500000 Penalty: 4646.329590
	Iteration 30Q: 3 clusters Score -2167848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2167846.500000 Penalty: 4646.329590
	Iteration 31Q: 3 clusters Score -2167846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2167847.250000 Penalty: 4646.329590
	Iteration 32Q: 3 clusters Score -2167847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2167844.500000 Penalty: 4646.329590
	Iteration 33Q: 3 clusters Score -2167844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2167842.750000 Penalty: 4646.329590
	Iteration 34Q: 3 clusters Score -2167843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2167844.000000 Penalty: 4646.329590
	Iteration 35Q: 3 clusters Score -2167844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2167842.500000 Penalty: 4646.329590
	Iteration 36Q: 3 clusters Score -2167842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2167847.750000 Penalty: 4646.329590
	Iteration 37Q: 3 clusters Score -2167848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2167845.750000 Penalty: 4646.329590
	Iteration 38Q: 3 clusters Score -2167846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2167845.750000 Penalty: 4646.329590
	Iteration 39F: 3 clusters Score -2167846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -187341.171875 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -187341.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -185322.453125 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -185322.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -185732.562500 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -185732.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -185937.546875 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -185937.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -186118.156250 Penalty: 3489.056396
	Iteration 3F: 3 clusters Score -186118.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -186252.531250 Penalty: 3489.056396
	Iteration 4F: 3 clusters Score -186252.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -186339.203125 Penalty: 3489.056396
	Iteration 5Q: 3 clusters Score -186339.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -186429.468750 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -186429.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -186501.515625 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -186501.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -186555.468750 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -186555.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -186588.812500 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -186588.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -186603.328125 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -186603.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -186622.937500 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -186622.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -186636.265625 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -186636.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -186643.265625 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -186643.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -186648.421875 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -186648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -186654.843750 Penalty: 3489.056396
	Iteration 15Q: 3 clusters Score -186654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -186665.203125 Penalty: 3489.056396
	Iteration 16Q: 3 clusters Score -186665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -186670.515625 Penalty: 3489.056396
	Iteration 17Q: 3 clusters Score -186670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -186672.500000 Penalty: 3489.056396
	Iteration 18Q: 3 clusters Score -186672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -186672.828125 Penalty: 3489.056396
	Iteration 19Q: 3 clusters Score -186672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -186672.828125 Penalty: 3489.056396
	Iteration 20F: 3 clusters Score -186672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Entering Unmasked Estep 
Score: -859043.437500 Penalty: 2094.479492
	Iteration 0F: 2 clusters Score -859043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -854783.687500 Penalty: 4188.958984
	Iteration 0F: 3 clusters Score -854783.7 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -855741.937500 Penalty: 4188.958984
	Iteration 1F: 3 clusters Score -855741.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -855924.875000 Penalty: 4188.958984
	Iteration 2F: 3 clusters Score -855924.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -856042.437500 Penalty: 4188.958984
	Iteration 3Q: 3 clusters Score -856042.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -856150.500000 Penalty: 4188.958984
	Iteration 4Q: 3 clusters Score -856150.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -856246.000000 Penalty: 4188.958984
	Iteration 5Q: 3 clusters Score -856246 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -856337.250000 Penalty: 4188.958984
	Iteration 6Q: 3 clusters Score -856337.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -856438.000000 Penalty: 4188.958984
	Iteration 7Q: 3 clusters Score -856438 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -856532.062500 Penalty: 4188.958984
	Iteration 8Q: 3 clusters Score -856532.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -856628.187500 Penalty: 4188.958984
	Iteration 9Q: 3 clusters Score -856628.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -856737.187500 Penalty: 4188.958984
	Iteration 10Q: 3 clusters Score -856737.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -856849.812500 Penalty: 4188.958984
	Iteration 11Q: 3 clusters Score -856849.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -856951.562500 Penalty: 4188.958984
	Iteration 12Q: 3 clusters Score -856951.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -857048.750000 Penalty: 4188.958984
	Iteration 13Q: 3 clusters Score -857048.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -857115.125000 Penalty: 4188.958984
	Iteration 14Q: 3 clusters Score -857115.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -857187.750000 Penalty: 4188.958984
	Iteration 15Q: 3 clusters Score -857187.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -857249.312500 Penalty: 4188.958984
	Iteration 16Q: 3 clusters Score -857249.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -857292.000000 Penalty: 4188.958984
	Iteration 17Q: 3 clusters Score -857292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -857343.875000 Penalty: 4188.958984
	Iteration 18Q: 3 clusters Score -857343.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -857387.062500 Penalty: 4188.958984
	Iteration 19Q: 3 clusters Score -857387.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -857425.562500 Penalty: 4188.958984
	Iteration 20F: 3 clusters Score -857425.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -857456.437500 Penalty: 4188.958984
	Iteration 21Q: 3 clusters Score -857456.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -857483.125000 Penalty: 4188.958984
	Iteration 22Q: 3 clusters Score -857483.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -857500.187500 Penalty: 4188.958984
	Iteration 23Q: 3 clusters Score -857500.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -857519.062500 Penalty: 4188.958984
	Iteration 24Q: 3 clusters Score -857519.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -857531.312500 Penalty: 4188.958984
	Iteration 25Q: 3 clusters Score -857531.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -857539.625000 Penalty: 4188.958984
	Iteration 26Q: 3 clusters Score -857539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -857546.250000 Penalty: 4188.958984
	Iteration 27Q: 3 clusters Score -857546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -857553.062500 Penalty: 4188.958984
	Iteration 28Q: 3 clusters Score -857553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -857556.375000 Penalty: 4188.958984
	Iteration 29Q: 3 clusters Score -857556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -857556.000000 Penalty: 4188.958984
	Iteration 30Q: 3 clusters Score -857556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -857557.125000 Penalty: 4188.958984
	Iteration 31Q: 3 clusters Score -857557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -857557.125000 Penalty: 4188.958984
	Iteration 32F: 3 clusters Score -857557.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -407907.500000 Penalty: 1924.490112
	Iteration 0F: 2 clusters Score -407907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -405061.312500 Penalty: 3848.980225
	Iteration 0F: 3 clusters Score -405061.3 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -405611.312500 Penalty: 3848.980225
	Iteration 1F: 3 clusters Score -405611.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -405796.437500 Penalty: 3848.980225
	Iteration 2F: 3 clusters Score -405796.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -405904.656250 Penalty: 3848.980225
	Iteration 3Q: 3 clusters Score -405904.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -405997.312500 Penalty: 3848.980225
	Iteration 4Q: 3 clusters Score -405997.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -406057.656250 Penalty: 3848.980225
	Iteration 5Q: 3 clusters Score -406057.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -406108.906250 Penalty: 3848.980225
	Iteration 6Q: 3 clusters Score -406108.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -406145.093750 Penalty: 3848.980225
	Iteration 7Q: 3 clusters Score -406145.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -406182.562500 Penalty: 3848.980225
	Iteration 8Q: 3 clusters Score -406182.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -406203.093750 Penalty: 3848.980225
	Iteration 9Q: 3 clusters Score -406203.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -406223.125000 Penalty: 3848.980225
	Iteration 10Q: 3 clusters Score -406223.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -406242.562500 Penalty: 3848.980225
	Iteration 11Q: 3 clusters Score -406242.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -406258.093750 Penalty: 3848.980225
	Iteration 12Q: 3 clusters Score -406258.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -406268.562500 Penalty: 3848.980225
	Iteration 13Q: 3 clusters Score -406268.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -406273.812500 Penalty: 3848.980225
	Iteration 14Q: 3 clusters Score -406273.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -406284.750000 Penalty: 3848.980225
	Iteration 15Q: 3 clusters Score -406284.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -406303.406250 Penalty: 3848.980225
	Iteration 16Q: 3 clusters Score -406303.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -406312.812500 Penalty: 3848.980225
	Iteration 17Q: 3 clusters Score -406312.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -406327.562500 Penalty: 3848.980225
	Iteration 18Q: 3 clusters Score -406327.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -406335.000000 Penalty: 3848.980225
	Iteration 19Q: 3 clusters Score -406335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -406339.937500 Penalty: 3848.980225
	Iteration 20F: 3 clusters Score -406339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -406343.937500 Penalty: 3848.980225
	Iteration 21Q: 3 clusters Score -406343.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -406350.968750 Penalty: 3848.980225
	Iteration 22Q: 3 clusters Score -406351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -406361.281250 Penalty: 3848.980225
	Iteration 23Q: 3 clusters Score -406361.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -406376.937500 Penalty: 3848.980225
	Iteration 24Q: 3 clusters Score -406376.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -406396.312500 Penalty: 3848.980225
	Iteration 25Q: 3 clusters Score -406396.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -406412.875000 Penalty: 3848.980225
	Iteration 26Q: 3 clusters Score -406412.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -406434.968750 Penalty: 3848.980225
	Iteration 27Q: 3 clusters Score -406435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -406458.937500 Penalty: 3848.980225
	Iteration 28Q: 3 clusters Score -406458.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -406491.312500 Penalty: 3848.980225
	Iteration 29Q: 3 clusters Score -406491.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -406513.187500 Penalty: 3848.980225
	Iteration 30Q: 3 clusters Score -406513.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -406537.656250 Penalty: 3848.980225
	Iteration 31Q: 3 clusters Score -406537.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -406568.562500 Penalty: 3848.980225
	Iteration 32Q: 3 clusters Score -406568.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -406601.375000 Penalty: 3848.980225
	Iteration 33Q: 3 clusters Score -406601.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -406639.687500 Penalty: 3848.980225
	Iteration 34Q: 3 clusters Score -406639.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -406674.187500 Penalty: 3848.980225
	Iteration 35Q: 3 clusters Score -406674.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -406708.968750 Penalty: 3848.980225
	Iteration 36Q: 3 clusters Score -406709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -406748.593750 Penalty: 3848.980225
	Iteration 37Q: 3 clusters Score -406748.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -406805.031250 Penalty: 3848.980225
	Iteration 38Q: 3 clusters Score -406805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -406835.437500 Penalty: 3848.980225
	Iteration 39Q: 3 clusters Score -406835.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -406855.656250 Penalty: 3848.980225
	Iteration 40F: 3 clusters Score -406855.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -406874.187500 Penalty: 3848.980225
	Iteration 41Q: 3 clusters Score -406874.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -406880.906250 Penalty: 3848.980225
	Iteration 42Q: 3 clusters Score -406880.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -406887.781250 Penalty: 3848.980225
	Iteration 43Q: 3 clusters Score -406887.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -406897.625000 Penalty: 3848.980225
	Iteration 44Q: 3 clusters Score -406897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -406903.437500 Penalty: 3848.980225
	Iteration 45Q: 3 clusters Score -406903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -406909.468750 Penalty: 3848.980225
	Iteration 46Q: 3 clusters Score -406909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -406913.812500 Penalty: 3848.980225
	Iteration 47Q: 3 clusters Score -406913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -406916.468750 Penalty: 3848.980225
	Iteration 48Q: 3 clusters Score -406916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -406916.812500 Penalty: 3848.980225
	Iteration 49Q: 3 clusters Score -406916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -406916.812500 Penalty: 3848.980225
	Iteration 50F: 3 clusters Score -406916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -136650.078125 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -136650.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -134896.796875 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -134896.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -135200.000000 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -135200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -135451.656250 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -135451.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -135601.000000 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -135601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -135731.515625 Penalty: 3305.546875
	Iteration 4F: 3 clusters Score -135731.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135842.421875 Penalty: 3305.546875
	Iteration 5F: 3 clusters Score -135842.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -135940.265625 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -135940.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -136027.953125 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -136028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -136062.609375 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -136062.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -136076.640625 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -136076.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -136099.531250 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -136099.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136110.546875 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -136110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136125.625000 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -136125.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -136139.046875 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -136139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136146.750000 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -136146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136152.671875 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -136152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -136157.375000 Penalty: 3305.546875
	Iteration 16Q: 3 clusters Score -136157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136164.000000 Penalty: 3305.546875
	Iteration 17Q: 3 clusters Score -136164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -136166.015625 Penalty: 3305.546875
	Iteration 18Q: 3 clusters Score -136166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136169.015625 Penalty: 3305.546875
	Iteration 19Q: 3 clusters Score -136169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136169.015625 Penalty: 3305.546875
	Iteration 20F: 3 clusters Score -136169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Entering Unmasked Estep 
Score: -755291.500000 Penalty: 2061.835449
	Iteration 0F: 2 clusters Score -755291.5 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 2066 members 
Entering Unmasked Estep 
Score: -751367.812500 Penalty: 4123.670898
	Iteration 0F: 3 clusters Score -751367.8 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -752224.125000 Penalty: 4123.670898
	Iteration 1F: 3 clusters Score -752224.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -752400.187500 Penalty: 4123.670898
	Iteration 2F: 3 clusters Score -752400.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -752524.437500 Penalty: 4123.670898
	Iteration 3F: 3 clusters Score -752524.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -752590.000000 Penalty: 4123.670898
	Iteration 4Q: 3 clusters Score -752590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -752633.187500 Penalty: 4123.670898
	Iteration 5Q: 3 clusters Score -752633.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -752672.812500 Penalty: 4123.670898
	Iteration 6Q: 3 clusters Score -752672.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -752697.437500 Penalty: 4123.670898
	Iteration 7Q: 3 clusters Score -752697.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -752714.000000 Penalty: 4123.670898
	Iteration 8Q: 3 clusters Score -752714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -752726.750000 Penalty: 4123.670898
	Iteration 9Q: 3 clusters Score -752726.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -752743.312500 Penalty: 4123.670898
	Iteration 10Q: 3 clusters Score -752743.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -752753.687500 Penalty: 4123.670898
	Iteration 11Q: 3 clusters Score -752753.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -752763.375000 Penalty: 4123.670898
	Iteration 12Q: 3 clusters Score -752763.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -752771.312500 Penalty: 4123.670898
	Iteration 13Q: 3 clusters Score -752771.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -752778.312500 Penalty: 4123.670898
	Iteration 14Q: 3 clusters Score -752778.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -752784.562500 Penalty: 4123.670898
	Iteration 15Q: 3 clusters Score -752784.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -752788.375000 Penalty: 4123.670898
	Iteration 16Q: 3 clusters Score -752788.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -752789.062500 Penalty: 4123.670898
	Iteration 17Q: 3 clusters Score -752789.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -752793.187500 Penalty: 4123.670898
	Iteration 18Q: 3 clusters Score -752793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -752794.875000 Penalty: 4123.670898
	Iteration 19Q: 3 clusters Score -752794.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -752796.812500 Penalty: 4123.670898
	Iteration 20F: 3 clusters Score -752796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -752801.000000 Penalty: 4123.670898
	Iteration 21Q: 3 clusters Score -752801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -752801.312500 Penalty: 4123.670898
	Iteration 22Q: 3 clusters Score -752801.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -752801.312500 Penalty: 4123.670898
	Iteration 23F: 3 clusters Score -752801.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Entering Unmasked Estep 
Score: -4990696.000000 Penalty: 2536.578613
	Iteration 0F: 2 clusters Score -4990696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -4971738.500000 Penalty: 5073.157227
	Iteration 0F: 3 clusters Score -4971738 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4978476.500000 Penalty: 5073.157227
	Iteration 1F: 3 clusters Score -4978476 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -4978926.500000 Penalty: 5073.157227
	Iteration 2Q: 3 clusters Score -4978926 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4979292.000000 Penalty: 5073.157227
	Iteration 3Q: 3 clusters Score -4979292 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -4979617.500000 Penalty: 5073.157227
	Iteration 4Q: 3 clusters Score -4979618 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -4979943.000000 Penalty: 5073.157227
	Iteration 5Q: 3 clusters Score -4979943 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -4980260.500000 Penalty: 5073.157227
	Iteration 6Q: 3 clusters Score -4980260 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -4980610.000000 Penalty: 5073.157227
	Iteration 7Q: 3 clusters Score -4980610 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4981003.000000 Penalty: 5073.157227
	Iteration 8Q: 3 clusters Score -4981003 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -4981478.000000 Penalty: 5073.157227
	Iteration 9Q: 3 clusters Score -4981478 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -4982131.000000 Penalty: 5073.157227
	Iteration 10Q: 3 clusters Score -4982131 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -4983011.500000 Penalty: 5073.157227
	Iteration 11F: 3 clusters Score -4983012 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -4984167.500000 Penalty: 5073.157227
	Iteration 12F: 3 clusters Score -4984168 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4985448.000000 Penalty: 5073.157227
	Iteration 13F: 3 clusters Score -4985448 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4986660.500000 Penalty: 5073.157227
	Iteration 14Q: 3 clusters Score -4986660 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4987572.000000 Penalty: 5073.157227
	Iteration 15Q: 3 clusters Score -4987572 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4988162.500000 Penalty: 5073.157227
	Iteration 16Q: 3 clusters Score -4988162 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4988378.500000 Penalty: 5073.157227
	Iteration 17Q: 3 clusters Score -4988378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4988465.000000 Penalty: 5073.157227
	Iteration 18Q: 3 clusters Score -4988465 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4988507.000000 Penalty: 5073.157227
	Iteration 19Q: 3 clusters Score -4988507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4988535.500000 Penalty: 5073.157227
	Iteration 20F: 3 clusters Score -4988536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4988553.500000 Penalty: 5073.157227
	Iteration 21Q: 3 clusters Score -4988554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4988567.500000 Penalty: 5073.157227
	Iteration 22Q: 3 clusters Score -4988568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4988585.000000 Penalty: 5073.157227
	Iteration 23Q: 3 clusters Score -4988585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4988598.000000 Penalty: 5073.157227
	Iteration 24Q: 3 clusters Score -4988598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4988603.000000 Penalty: 5073.157227
	Iteration 25Q: 3 clusters Score -4988603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4988610.000000 Penalty: 5073.157227
	Iteration 26Q: 3 clusters Score -4988610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4988613.000000 Penalty: 5073.157227
	Iteration 27Q: 3 clusters Score -4988613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4988616.000000 Penalty: 5073.157227
	Iteration 28Q: 3 clusters Score -4988616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4988618.500000 Penalty: 5073.157227
	Iteration 29Q: 3 clusters Score -4988618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4988625.000000 Penalty: 5073.157227
	Iteration 30Q: 3 clusters Score -4988625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4988630.500000 Penalty: 5073.157227
	Iteration 31Q: 3 clusters Score -4988630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4988635.000000 Penalty: 5073.157227
	Iteration 32Q: 3 clusters Score -4988635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4988635.500000 Penalty: 5073.157227
	Iteration 33Q: 3 clusters Score -4988636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4988640.500000 Penalty: 5073.157227
	Iteration 34Q: 3 clusters Score -4988640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4988640.000000 Penalty: 5073.157227
	Iteration 35Q: 3 clusters Score -4988640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4988636.500000 Penalty: 5073.157227
	Iteration 36Q: 3 clusters Score -4988636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4988634.000000 Penalty: 5073.157227
	Iteration 37Q: 3 clusters Score -4988634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4988634.000000 Penalty: 5073.157227
	Iteration 38F: 3 clusters Score -4988634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Entering Unmasked Estep 
Score: -8769695.000000 Penalty: 2667.225342
	Iteration 0F: 2 clusters Score -8769695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -8740752.000000 Penalty: 5334.450684
	Iteration 0F: 3 clusters Score -8740752 nChanged 21658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -8752565.000000 Penalty: 5334.450684
	Iteration 1F: 3 clusters Score -8752565 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -8753063.000000 Penalty: 5334.450684
	Iteration 2Q: 3 clusters Score -8753063 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -8753569.000000 Penalty: 5334.450684
	Iteration 3Q: 3 clusters Score -8753569 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -8753922.000000 Penalty: 5334.450684
	Iteration 4Q: 3 clusters Score -8753922 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -8754323.000000 Penalty: 5334.450684
	Iteration 5Q: 3 clusters Score -8754323 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -8754734.000000 Penalty: 5334.450684
	Iteration 6Q: 3 clusters Score -8754734 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -8755089.000000 Penalty: 5334.450684
	Iteration 7Q: 3 clusters Score -8755089 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -8755521.000000 Penalty: 5334.450684
	Iteration 8Q: 3 clusters Score -8755521 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -8756107.000000 Penalty: 5334.450684
	Iteration 9Q: 3 clusters Score -8756107 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -8756959.000000 Penalty: 5334.450684
	Iteration 10Q: 3 clusters Score -8756959 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -8758031.000000 Penalty: 5334.450684
	Iteration 11Q: 3 clusters Score -8758031 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -8759585.000000 Penalty: 5334.450684
	Iteration 12F: 3 clusters Score -8759585 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -8761367.000000 Penalty: 5334.450684
	Iteration 13F: 3 clusters Score -8761367 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -8763155.000000 Penalty: 5334.450684
	Iteration 14F: 3 clusters Score -8763155 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -8764663.000000 Penalty: 5334.450684
	Iteration 15Q: 3 clusters Score -8764663 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -8765780.000000 Penalty: 5334.450684
	Iteration 16Q: 3 clusters Score -8765780 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -8766629.000000 Penalty: 5334.450684
	Iteration 17Q: 3 clusters Score -8766629 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -8767342.000000 Penalty: 5334.450684
	Iteration 18Q: 3 clusters Score -8767342 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -8767864.000000 Penalty: 5334.450684
	Iteration 19Q: 3 clusters Score -8767864 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -8768245.000000 Penalty: 5334.450684
	Iteration 20F: 3 clusters Score -8768245 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -8768176.000000 Penalty: 5334.450684
	Iteration 21Q: 3 clusters Score -8768176 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -8768264.000000 Penalty: 5334.450684
	Iteration 22Q: 3 clusters Score -8768264 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -8768102.000000 Penalty: 5334.450684
	Iteration 23Q: 3 clusters Score -8768102 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -8767888.000000 Penalty: 5334.450684
	Iteration 24Q: 3 clusters Score -8767888 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -8767879.000000 Penalty: 5334.450684
	Iteration 25Q: 3 clusters Score -8767879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -8767779.000000 Penalty: 5334.450684
	Iteration 26Q: 3 clusters Score -8767779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -8767763.000000 Penalty: 5334.450684
	Iteration 27Q: 3 clusters Score -8767763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -8767769.000000 Penalty: 5334.450684
	Iteration 28Q: 3 clusters Score -8767769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -8767775.000000 Penalty: 5334.450684
	Iteration 29Q: 3 clusters Score -8767775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -8767777.000000 Penalty: 5334.450684
	Iteration 30Q: 3 clusters Score -8767777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -8767795.000000 Penalty: 5334.450684
	Iteration 31Q: 3 clusters Score -8767795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -8767793.000000 Penalty: 5334.450684
	Iteration 32Q: 3 clusters Score -8767793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8767784.000000 Penalty: 5334.450684
	Iteration 33Q: 3 clusters Score -8767784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -8767775.000000 Penalty: 5334.450684
	Iteration 34Q: 3 clusters Score -8767775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8767764.000000 Penalty: 5334.450684
	Iteration 35Q: 3 clusters Score -8767764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8767751.000000 Penalty: 5334.450684
	Iteration 36Q: 3 clusters Score -8767751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8767762.000000 Penalty: 5334.450684
	Iteration 37Q: 3 clusters Score -8767762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -8767750.000000 Penalty: 5334.450684
	Iteration 38Q: 3 clusters Score -8767750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -8767763.000000 Penalty: 5334.450684
	Iteration 39Q: 3 clusters Score -8767763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -8767763.000000 Penalty: 5334.450684
	Iteration 40F: 3 clusters Score -8767763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -142169.765625 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -142169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -140406.687500 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -140406.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -140892.984375 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -140893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141129.031250 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -141129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -141240.234375 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -141240.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -141289.406250 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -141289.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141327.578125 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -141327.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141362.671875 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -141362.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141429.984375 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -141430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -141472.765625 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -141472.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -141490.062500 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -141490.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141504.078125 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -141504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -141514.359375 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -141514.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141526.187500 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -141526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -141540.968750 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -141541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -141553.609375 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -141553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -141565.546875 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -141565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -141576.156250 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -141576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -141587.703125 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -141587.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -141607.250000 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -141607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141634.046875 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -141634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -141655.328125 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -141655.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141669.609375 Penalty: 3333.229248
	Iteration 21Q: 3 clusters Score -141669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141686.531250 Penalty: 3333.229248
	Iteration 22Q: 3 clusters Score -141686.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141713.296875 Penalty: 3333.229248
	Iteration 23Q: 3 clusters Score -141713.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141750.375000 Penalty: 3333.229248
	Iteration 24Q: 3 clusters Score -141750.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -141803.906250 Penalty: 3333.229248
	Iteration 25Q: 3 clusters Score -141803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -141855.640625 Penalty: 3333.229248
	Iteration 26Q: 3 clusters Score -141855.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -141913.921875 Penalty: 3333.229248
	Iteration 27Q: 3 clusters Score -141913.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -141982.375000 Penalty: 3333.229248
	Iteration 28Q: 3 clusters Score -141982.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142071.750000 Penalty: 3333.229248
	Iteration 29Q: 3 clusters Score -142071.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -142219.078125 Penalty: 3333.229248
	Iteration 30Q: 3 clusters Score -142219.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -142294.312500 Penalty: 3333.229248
	Iteration 31Q: 3 clusters Score -142294.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142328.328125 Penalty: 3333.229248
	Iteration 32Q: 3 clusters Score -142328.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -142344.484375 Penalty: 3333.229248
	Iteration 33Q: 3 clusters Score -142344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -142351.750000 Penalty: 3333.229248
	Iteration 34Q: 3 clusters Score -142351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -142365.984375 Penalty: 3333.229248
	Iteration 35Q: 3 clusters Score -142366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142386.250000 Penalty: 3333.229248
	Iteration 36Q: 3 clusters Score -142386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -142396.890625 Penalty: 3333.229248
	Iteration 37Q: 3 clusters Score -142396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -142397.687500 Penalty: 3333.229248
	Iteration 38Q: 3 clusters Score -142397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -142400.187500 Penalty: 3333.229248
	Iteration 39F: 3 clusters Score -142400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -142407.515625 Penalty: 3333.229248
	Iteration 40F: 3 clusters Score -142407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -142413.546875 Penalty: 3333.229248
	Iteration 41Q: 3 clusters Score -142413.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -142413.546875 Penalty: 3333.229248
	Iteration 42F: 3 clusters Score -142413.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47691 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11703 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 27671 members 
Mstep: Class 15 contains 46861 members 
Mstep: Class 16 contains 279 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28463 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 8642 members 
Mstep: Class 22 contains 31515 members 
Mstep: Class 23 contains 37618 members 
Mstep: Class 24 contains 29525 members 
Mstep: Class 25 contains 3992 members 
Mstep: Class 26 contains 12804 members 
Mstep: Class 27 contains 26968 members 
Mstep: Class 28 contains 26282 members 
Mstep: Class 29 contains 24738 members 
Mstep: Class 30 contains 12754 members 
Mstep: Class 31 contains 30362 members 
Mstep: Class 32 contains 68536 members 
Mstep: Class 33 contains 35513 members 
Mstep: Class 34 contains 55759 members 
Mstep: Class 35 contains 550 members 
Entering Unmasked Estep 
Score: -110175080.000000 Penalty: 115522.468750
Splitting cluster 16 changes total score from -110175480.000000 to -110175080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -99154.531250 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -99154.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97518.304688 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -97518.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97830.539062 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -97830.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97964.242188 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -97964.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98034.914062 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -98034.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98103.875000 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -98103.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98183.203125 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -98183.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98265.257812 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -98265.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98323.257812 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -98323.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98366.195312 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98381.320312 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98381.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -98382.742188 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98382.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98386.812500 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98386.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -98387.421875 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -98387.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -98387.421875 Penalty: 3225.383789
	Iteration 13F: 3 clusters Score -98387.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Entering Unmasked Estep 
Score: -5314326.500000 Penalty: 2543.577393
	Iteration 0F: 2 clusters Score -5314326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -5294839.500000 Penalty: 5087.154785
	Iteration 0F: 3 clusters Score -5294840 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -5301768.000000 Penalty: 5087.154785
	Iteration 1F: 3 clusters Score -5301768 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -5302121.500000 Penalty: 5087.154785
	Iteration 2Q: 3 clusters Score -5302122 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -5302483.500000 Penalty: 5087.154785
	Iteration 3Q: 3 clusters Score -5302484 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -5302809.500000 Penalty: 5087.154785
	Iteration 4Q: 3 clusters Score -5302810 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -5303129.000000 Penalty: 5087.154785
	Iteration 5Q: 3 clusters Score -5303129 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -5303449.000000 Penalty: 5087.154785
	Iteration 6Q: 3 clusters Score -5303449 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -5303787.500000 Penalty: 5087.154785
	Iteration 7Q: 3 clusters Score -5303788 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -5304165.000000 Penalty: 5087.154785
	Iteration 8Q: 3 clusters Score -5304165 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -5304613.500000 Penalty: 5087.154785
	Iteration 9Q: 3 clusters Score -5304614 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -5305173.500000 Penalty: 5087.154785
	Iteration 10Q: 3 clusters Score -5305174 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -5305807.500000 Penalty: 5087.154785
	Iteration 11Q: 3 clusters Score -5305808 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -5306540.500000 Penalty: 5087.154785
	Iteration 12Q: 3 clusters Score -5306540 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -5307304.000000 Penalty: 5087.154785
	Iteration 13Q: 3 clusters Score -5307304 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -5307943.500000 Penalty: 5087.154785
	Iteration 14Q: 3 clusters Score -5307944 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5308432.000000 Penalty: 5087.154785
	Iteration 15Q: 3 clusters Score -5308432 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -5308712.500000 Penalty: 5087.154785
	Iteration 16Q: 3 clusters Score -5308712 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -5308915.000000 Penalty: 5087.154785
	Iteration 17Q: 3 clusters Score -5308915 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -5309057.000000 Penalty: 5087.154785
	Iteration 18Q: 3 clusters Score -5309057 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -5309236.500000 Penalty: 5087.154785
	Iteration 19Q: 3 clusters Score -5309236 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -5309416.000000 Penalty: 5087.154785
	Iteration 20F: 3 clusters Score -5309416 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -5309588.500000 Penalty: 5087.154785
	Iteration 21Q: 3 clusters Score -5309588 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -5309784.000000 Penalty: 5087.154785
	Iteration 22Q: 3 clusters Score -5309784 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -5309991.500000 Penalty: 5087.154785
	Iteration 23Q: 3 clusters Score -5309992 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -5310222.000000 Penalty: 5087.154785
	Iteration 24Q: 3 clusters Score -5310222 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -5310431.000000 Penalty: 5087.154785
	Iteration 25Q: 3 clusters Score -5310431 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -5310590.000000 Penalty: 5087.154785
	Iteration 26Q: 3 clusters Score -5310590 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -5310753.500000 Penalty: 5087.154785
	Iteration 27Q: 3 clusters Score -5310754 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -5310889.500000 Penalty: 5087.154785
	Iteration 28Q: 3 clusters Score -5310890 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -5311007.000000 Penalty: 5087.154785
	Iteration 29Q: 3 clusters Score -5311007 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -5311128.000000 Penalty: 5087.154785
	Iteration 30Q: 3 clusters Score -5311128 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -5311219.500000 Penalty: 5087.154785
	Iteration 31Q: 3 clusters Score -5311220 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -5311330.500000 Penalty: 5087.154785
	Iteration 32Q: 3 clusters Score -5311330 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -5311419.000000 Penalty: 5087.154785
	Iteration 33Q: 3 clusters Score -5311419 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -5311498.500000 Penalty: 5087.154785
	Iteration 34Q: 3 clusters Score -5311498 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5311580.000000 Penalty: 5087.154785
	Iteration 35Q: 3 clusters Score -5311580 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -5311634.000000 Penalty: 5087.154785
	Iteration 36Q: 3 clusters Score -5311634 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5311693.500000 Penalty: 5087.154785
	Iteration 37Q: 3 clusters Score -5311694 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -5311776.000000 Penalty: 5087.154785
	Iteration 38Q: 3 clusters Score -5311776 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -5311833.500000 Penalty: 5087.154785
	Iteration 39Q: 3 clusters Score -5311834 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -5311891.000000 Penalty: 5087.154785
	Iteration 40F: 3 clusters Score -5311891 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -5311918.500000 Penalty: 5087.154785
	Iteration 41Q: 3 clusters Score -5311918 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5311973.000000 Penalty: 5087.154785
	Iteration 42Q: 3 clusters Score -5311973 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5312010.000000 Penalty: 5087.154785
	Iteration 43Q: 3 clusters Score -5312010 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5312062.500000 Penalty: 5087.154785
	Iteration 44Q: 3 clusters Score -5312062 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5312088.000000 Penalty: 5087.154785
	Iteration 45Q: 3 clusters Score -5312088 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5312128.000000 Penalty: 5087.154785
	Iteration 46Q: 3 clusters Score -5312128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5312145.000000 Penalty: 5087.154785
	Iteration 47Q: 3 clusters Score -5312145 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5312182.000000 Penalty: 5087.154785
	Iteration 48Q: 3 clusters Score -5312182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5312209.500000 Penalty: 5087.154785
	Iteration 49Q: 3 clusters Score -5312210 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5312249.000000 Penalty: 5087.154785
	Iteration 50Q: 3 clusters Score -5312249 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5312272.500000 Penalty: 5087.154785
	Iteration 51Q: 3 clusters Score -5312272 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5312284.500000 Penalty: 5087.154785
	Iteration 52Q: 3 clusters Score -5312284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5312287.500000 Penalty: 5087.154785
	Iteration 53Q: 3 clusters Score -5312288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5312298.000000 Penalty: 5087.154785
	Iteration 54Q: 3 clusters Score -5312298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5312306.000000 Penalty: 5087.154785
	Iteration 55Q: 3 clusters Score -5312306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5312319.500000 Penalty: 5087.154785
	Iteration 56Q: 3 clusters Score -5312320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5312331.000000 Penalty: 5087.154785
	Iteration 57Q: 3 clusters Score -5312331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5312341.000000 Penalty: 5087.154785
	Iteration 58Q: 3 clusters Score -5312341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5312343.500000 Penalty: 5087.154785
	Iteration 59Q: 3 clusters Score -5312344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5312362.500000 Penalty: 5087.154785
	Iteration 60F: 3 clusters Score -5312362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5312378.500000 Penalty: 5087.154785
	Iteration 61Q: 3 clusters Score -5312378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5312385.000000 Penalty: 5087.154785
	Iteration 62Q: 3 clusters Score -5312385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5312399.000000 Penalty: 5087.154785
	Iteration 63Q: 3 clusters Score -5312399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5312396.500000 Penalty: 5087.154785
	Iteration 64Q: 3 clusters Score -5312396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5312400.000000 Penalty: 5087.154785
	Iteration 65Q: 3 clusters Score -5312400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5312405.500000 Penalty: 5087.154785
	Iteration 66Q: 3 clusters Score -5312406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5312422.000000 Penalty: 5087.154785
	Iteration 67Q: 3 clusters Score -5312422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5312412.000000 Penalty: 5087.154785
	Iteration 68Q: 3 clusters Score -5312412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5312422.000000 Penalty: 5087.154785
	Iteration 69Q: 3 clusters Score -5312422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5312426.000000 Penalty: 5087.154785
	Iteration 70Q: 3 clusters Score -5312426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5312426.000000 Penalty: 5087.154785
	Iteration 71Q: 3 clusters Score -5312426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5312422.500000 Penalty: 5087.154785
	Iteration 72Q: 3 clusters Score -5312422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5312427.000000 Penalty: 5087.154785
	Iteration 73Q: 3 clusters Score -5312427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5312428.500000 Penalty: 5087.154785
	Iteration 74Q: 3 clusters Score -5312428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5312427.500000 Penalty: 5087.154785
	Iteration 75Q: 3 clusters Score -5312428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5312428.000000 Penalty: 5087.154785
	Iteration 76Q: 3 clusters Score -5312428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5312432.500000 Penalty: 5087.154785
	Iteration 77Q: 3 clusters Score -5312432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5312433.000000 Penalty: 5087.154785
	Iteration 78Q: 3 clusters Score -5312433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5312438.000000 Penalty: 5087.154785
	Iteration 79Q: 3 clusters Score -5312438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5312436.000000 Penalty: 5087.154785
	Iteration 80F: 3 clusters Score -5312436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5312439.500000 Penalty: 5087.154785
	Iteration 81Q: 3 clusters Score -5312440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5312440.500000 Penalty: 5087.154785
	Iteration 82Q: 3 clusters Score -5312440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5312441.000000 Penalty: 5087.154785
	Iteration 83Q: 3 clusters Score -5312441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5312443.000000 Penalty: 5087.154785
	Iteration 84Q: 3 clusters Score -5312443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5312441.000000 Penalty: 5087.154785
	Iteration 85Q: 3 clusters Score -5312441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5312441.000000 Penalty: 5087.154785
	Iteration 86F: 3 clusters Score -5312441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Entering Unmasked Estep 
Score: -924367.187500 Penalty: 2109.971680
	Iteration 0F: 2 clusters Score -924367.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -919848.500000 Penalty: 4219.943359
	Iteration 0F: 3 clusters Score -919848.5 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -920881.125000 Penalty: 4219.943359
	Iteration 1F: 3 clusters Score -920881.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -921069.375000 Penalty: 4219.943359
	Iteration 2F: 3 clusters Score -921069.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -921205.875000 Penalty: 4219.943359
	Iteration 3F: 3 clusters Score -921205.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -921329.125000 Penalty: 4219.943359
	Iteration 4Q: 3 clusters Score -921329.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -921417.625000 Penalty: 4219.943359
	Iteration 5Q: 3 clusters Score -921417.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -921483.125000 Penalty: 4219.943359
	Iteration 6Q: 3 clusters Score -921483.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -921534.687500 Penalty: 4219.943359
	Iteration 7Q: 3 clusters Score -921534.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -921578.625000 Penalty: 4219.943359
	Iteration 8Q: 3 clusters Score -921578.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -921621.625000 Penalty: 4219.943359
	Iteration 9Q: 3 clusters Score -921621.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -921653.875000 Penalty: 4219.943359
	Iteration 10Q: 3 clusters Score -921653.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -921686.500000 Penalty: 4219.943359
	Iteration 11Q: 3 clusters Score -921686.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -921727.875000 Penalty: 4219.943359
	Iteration 12Q: 3 clusters Score -921727.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -921770.000000 Penalty: 4219.943359
	Iteration 13Q: 3 clusters Score -921770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -921811.750000 Penalty: 4219.943359
	Iteration 14Q: 3 clusters Score -921811.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -921863.937500 Penalty: 4219.943359
	Iteration 15Q: 3 clusters Score -921863.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -921930.437500 Penalty: 4219.943359
	Iteration 16Q: 3 clusters Score -921930.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -921998.875000 Penalty: 4219.943359
	Iteration 17Q: 3 clusters Score -921998.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -922059.062500 Penalty: 4219.943359
	Iteration 18Q: 3 clusters Score -922059.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -922113.937500 Penalty: 4219.943359
	Iteration 19Q: 3 clusters Score -922113.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -922173.062500 Penalty: 4219.943359
	Iteration 20F: 3 clusters Score -922173.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -922221.250000 Penalty: 4219.943359
	Iteration 21Q: 3 clusters Score -922221.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -922255.687500 Penalty: 4219.943359
	Iteration 22Q: 3 clusters Score -922255.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -922289.750000 Penalty: 4219.943359
	Iteration 23Q: 3 clusters Score -922289.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -922316.250000 Penalty: 4219.943359
	Iteration 24Q: 3 clusters Score -922316.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -922345.812500 Penalty: 4219.943359
	Iteration 25Q: 3 clusters Score -922345.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -922383.562500 Penalty: 4219.943359
	Iteration 26Q: 3 clusters Score -922383.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -922417.375000 Penalty: 4219.943359
	Iteration 27Q: 3 clusters Score -922417.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -922441.062500 Penalty: 4219.943359
	Iteration 28Q: 3 clusters Score -922441.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -922461.750000 Penalty: 4219.943359
	Iteration 29Q: 3 clusters Score -922461.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -922481.437500 Penalty: 4219.943359
	Iteration 30Q: 3 clusters Score -922481.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -922501.312500 Penalty: 4219.943359
	Iteration 31Q: 3 clusters Score -922501.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -922513.000000 Penalty: 4219.943359
	Iteration 32Q: 3 clusters Score -922513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -922523.062500 Penalty: 4219.943359
	Iteration 33Q: 3 clusters Score -922523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -922530.750000 Penalty: 4219.943359
	Iteration 34Q: 3 clusters Score -922530.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -922535.312500 Penalty: 4219.943359
	Iteration 35Q: 3 clusters Score -922535.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -922540.875000 Penalty: 4219.943359
	Iteration 36Q: 3 clusters Score -922540.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -922547.812500 Penalty: 4219.943359
	Iteration 37Q: 3 clusters Score -922547.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -922556.437500 Penalty: 4219.943359
	Iteration 38Q: 3 clusters Score -922556.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -922562.562500 Penalty: 4219.943359
	Iteration 39Q: 3 clusters Score -922562.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -922565.500000 Penalty: 4219.943359
	Iteration 40F: 3 clusters Score -922565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -922565.937500 Penalty: 4219.943359
	Iteration 41Q: 3 clusters Score -922565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -922569.437500 Penalty: 4219.943359
	Iteration 42Q: 3 clusters Score -922569.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -922574.125000 Penalty: 4219.943359
	Iteration 43Q: 3 clusters Score -922574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -922578.812500 Penalty: 4219.943359
	Iteration 44Q: 3 clusters Score -922578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -922580.062500 Penalty: 4219.943359
	Iteration 45Q: 3 clusters Score -922580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -922580.562500 Penalty: 4219.943359
	Iteration 46Q: 3 clusters Score -922580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -922580.937500 Penalty: 4219.943359
	Iteration 47Q: 3 clusters Score -922580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -922580.500000 Penalty: 4219.943359
	Iteration 48Q: 3 clusters Score -922580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -922580.500000 Penalty: 4219.943359
	Iteration 49F: 3 clusters Score -922580.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Entering Unmasked Estep 
Score: -1701470.250000 Penalty: 2264.346924
	Iteration 0F: 2 clusters Score -1701470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1694283.000000 Penalty: 4528.693848
	Iteration 0F: 3 clusters Score -1694283 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1696200.875000 Penalty: 4528.693848
	Iteration 1F: 3 clusters Score -1696201 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1696477.750000 Penalty: 4528.693848
	Iteration 2F: 3 clusters Score -1696478 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1696652.000000 Penalty: 4528.693848
	Iteration 3Q: 3 clusters Score -1696652 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1696776.250000 Penalty: 4528.693848
	Iteration 4Q: 3 clusters Score -1696776 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1696906.875000 Penalty: 4528.693848
	Iteration 5Q: 3 clusters Score -1696907 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1697023.750000 Penalty: 4528.693848
	Iteration 6Q: 3 clusters Score -1697024 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1697140.375000 Penalty: 4528.693848
	Iteration 7Q: 3 clusters Score -1697140 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1697264.875000 Penalty: 4528.693848
	Iteration 8Q: 3 clusters Score -1697265 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1697394.250000 Penalty: 4528.693848
	Iteration 9Q: 3 clusters Score -1697394 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1697558.625000 Penalty: 4528.693848
	Iteration 10Q: 3 clusters Score -1697559 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1697762.000000 Penalty: 4528.693848
	Iteration 11Q: 3 clusters Score -1697762 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1697999.000000 Penalty: 4528.693848
	Iteration 12Q: 3 clusters Score -1697999 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1698262.250000 Penalty: 4528.693848
	Iteration 13Q: 3 clusters Score -1698262 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1698512.750000 Penalty: 4528.693848
	Iteration 14Q: 3 clusters Score -1698513 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1698734.875000 Penalty: 4528.693848
	Iteration 15Q: 3 clusters Score -1698735 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1698970.375000 Penalty: 4528.693848
	Iteration 16Q: 3 clusters Score -1698970 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1699119.625000 Penalty: 4528.693848
	Iteration 17Q: 3 clusters Score -1699120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1699228.250000 Penalty: 4528.693848
	Iteration 18Q: 3 clusters Score -1699228 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1699312.875000 Penalty: 4528.693848
	Iteration 19Q: 3 clusters Score -1699313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1699368.750000 Penalty: 4528.693848
	Iteration 20F: 3 clusters Score -1699369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1699409.000000 Penalty: 4528.693848
	Iteration 21Q: 3 clusters Score -1699409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1699436.250000 Penalty: 4528.693848
	Iteration 22Q: 3 clusters Score -1699436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1699456.125000 Penalty: 4528.693848
	Iteration 23Q: 3 clusters Score -1699456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1699467.125000 Penalty: 4528.693848
	Iteration 24Q: 3 clusters Score -1699467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1699475.125000 Penalty: 4528.693848
	Iteration 25Q: 3 clusters Score -1699475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1699482.375000 Penalty: 4528.693848
	Iteration 26Q: 3 clusters Score -1699482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1699487.750000 Penalty: 4528.693848
	Iteration 27Q: 3 clusters Score -1699488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1699495.125000 Penalty: 4528.693848
	Iteration 28Q: 3 clusters Score -1699495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1699499.500000 Penalty: 4528.693848
	Iteration 29Q: 3 clusters Score -1699500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1699502.375000 Penalty: 4528.693848
	Iteration 30Q: 3 clusters Score -1699502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1699504.625000 Penalty: 4528.693848
	Iteration 31Q: 3 clusters Score -1699505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1699505.250000 Penalty: 4528.693848
	Iteration 32Q: 3 clusters Score -1699505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1699505.250000 Penalty: 4528.693848
	Iteration 33F: 3 clusters Score -1699505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Entering Unmasked Estep 
Score: -1626916.875000 Penalty: 2247.968506
	Iteration 0F: 2 clusters Score -1626917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1620115.500000 Penalty: 4495.937012
	Iteration 0F: 3 clusters Score -1620116 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1621865.625000 Penalty: 4495.937012
	Iteration 1F: 3 clusters Score -1621866 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1622143.125000 Penalty: 4495.937012
	Iteration 2F: 3 clusters Score -1622143 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1622324.875000 Penalty: 4495.937012
	Iteration 3F: 3 clusters Score -1622325 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1622462.625000 Penalty: 4495.937012
	Iteration 4Q: 3 clusters Score -1622463 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1622556.125000 Penalty: 4495.937012
	Iteration 5Q: 3 clusters Score -1622556 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1622625.375000 Penalty: 4495.937012
	Iteration 6Q: 3 clusters Score -1622625 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1622668.250000 Penalty: 4495.937012
	Iteration 7Q: 3 clusters Score -1622668 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1622714.000000 Penalty: 4495.937012
	Iteration 8Q: 3 clusters Score -1622714 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1622744.875000 Penalty: 4495.937012
	Iteration 9Q: 3 clusters Score -1622745 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1622773.125000 Penalty: 4495.937012
	Iteration 10Q: 3 clusters Score -1622773 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1622798.375000 Penalty: 4495.937012
	Iteration 11Q: 3 clusters Score -1622798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1622828.125000 Penalty: 4495.937012
	Iteration 12Q: 3 clusters Score -1622828 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1622857.375000 Penalty: 4495.937012
	Iteration 13Q: 3 clusters Score -1622857 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1622886.125000 Penalty: 4495.937012
	Iteration 14Q: 3 clusters Score -1622886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1622899.875000 Penalty: 4495.937012
	Iteration 15Q: 3 clusters Score -1622900 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1622922.875000 Penalty: 4495.937012
	Iteration 16Q: 3 clusters Score -1622923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1622936.875000 Penalty: 4495.937012
	Iteration 17Q: 3 clusters Score -1622937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1622950.500000 Penalty: 4495.937012
	Iteration 18Q: 3 clusters Score -1622950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1622966.500000 Penalty: 4495.937012
	Iteration 19Q: 3 clusters Score -1622966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1622993.250000 Penalty: 4495.937012
	Iteration 20F: 3 clusters Score -1622993 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1623008.000000 Penalty: 4495.937012
	Iteration 21Q: 3 clusters Score -1623008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1623037.750000 Penalty: 4495.937012
	Iteration 22Q: 3 clusters Score -1623038 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1623062.500000 Penalty: 4495.937012
	Iteration 23Q: 3 clusters Score -1623062 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1623083.250000 Penalty: 4495.937012
	Iteration 24Q: 3 clusters Score -1623083 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1623115.625000 Penalty: 4495.937012
	Iteration 25Q: 3 clusters Score -1623116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1623141.125000 Penalty: 4495.937012
	Iteration 26Q: 3 clusters Score -1623141 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1623164.875000 Penalty: 4495.937012
	Iteration 27Q: 3 clusters Score -1623165 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1623206.375000 Penalty: 4495.937012
	Iteration 28Q: 3 clusters Score -1623206 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1623242.125000 Penalty: 4495.937012
	Iteration 29Q: 3 clusters Score -1623242 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1623287.875000 Penalty: 4495.937012
	Iteration 30Q: 3 clusters Score -1623288 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1623354.500000 Penalty: 4495.937012
	Iteration 31Q: 3 clusters Score -1623354 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1623455.375000 Penalty: 4495.937012
	Iteration 32Q: 3 clusters Score -1623455 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1623532.375000 Penalty: 4495.937012
	Iteration 33Q: 3 clusters Score -1623532 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1623618.500000 Penalty: 4495.937012
	Iteration 34Q: 3 clusters Score -1623618 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1623752.375000 Penalty: 4495.937012
	Iteration 35Q: 3 clusters Score -1623752 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1623860.000000 Penalty: 4495.937012
	Iteration 36Q: 3 clusters Score -1623860 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1623965.250000 Penalty: 4495.937012
	Iteration 37Q: 3 clusters Score -1623965 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1624106.875000 Penalty: 4495.937012
	Iteration 38Q: 3 clusters Score -1624107 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1624246.000000 Penalty: 4495.937012
	Iteration 39Q: 3 clusters Score -1624246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1624350.625000 Penalty: 4495.937012
	Iteration 40F: 3 clusters Score -1624351 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1624462.375000 Penalty: 4495.937012
	Iteration 41Q: 3 clusters Score -1624462 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1624565.625000 Penalty: 4495.937012
	Iteration 42Q: 3 clusters Score -1624566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1624633.500000 Penalty: 4495.937012
	Iteration 43Q: 3 clusters Score -1624634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1624675.875000 Penalty: 4495.937012
	Iteration 44Q: 3 clusters Score -1624676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1624728.875000 Penalty: 4495.937012
	Iteration 45Q: 3 clusters Score -1624729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1624758.625000 Penalty: 4495.937012
	Iteration 46Q: 3 clusters Score -1624759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1624779.750000 Penalty: 4495.937012
	Iteration 47Q: 3 clusters Score -1624780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1624811.500000 Penalty: 4495.937012
	Iteration 48Q: 3 clusters Score -1624812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1624824.250000 Penalty: 4495.937012
	Iteration 49Q: 3 clusters Score -1624824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1624843.125000 Penalty: 4495.937012
	Iteration 50Q: 3 clusters Score -1624843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1624849.625000 Penalty: 4495.937012
	Iteration 51Q: 3 clusters Score -1624850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1624857.375000 Penalty: 4495.937012
	Iteration 52Q: 3 clusters Score -1624857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1624873.750000 Penalty: 4495.937012
	Iteration 53Q: 3 clusters Score -1624874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1624882.250000 Penalty: 4495.937012
	Iteration 54Q: 3 clusters Score -1624882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1624887.125000 Penalty: 4495.937012
	Iteration 55Q: 3 clusters Score -1624887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1624895.875000 Penalty: 4495.937012
	Iteration 56Q: 3 clusters Score -1624896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1624904.375000 Penalty: 4495.937012
	Iteration 57Q: 3 clusters Score -1624904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1624912.875000 Penalty: 4495.937012
	Iteration 58Q: 3 clusters Score -1624913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1624915.375000 Penalty: 4495.937012
	Iteration 59Q: 3 clusters Score -1624915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1624922.500000 Penalty: 4495.937012
	Iteration 60F: 3 clusters Score -1624922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1624922.875000 Penalty: 4495.937012
	Iteration 61Q: 3 clusters Score -1624923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1624922.875000 Penalty: 4495.937012
	Iteration 62F: 3 clusters Score -1624923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Entering Unmasked Estep 
Score: -5886633.000000 Penalty: 2568.838379
	Iteration 0F: 2 clusters Score -5886633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -5865154.000000 Penalty: 5137.676758
	Iteration 0F: 3 clusters Score -5865154 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -5872824.500000 Penalty: 5137.676758
	Iteration 1F: 3 clusters Score -5872824 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -5873241.000000 Penalty: 5137.676758
	Iteration 2Q: 3 clusters Score -5873241 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -5873667.000000 Penalty: 5137.676758
	Iteration 3Q: 3 clusters Score -5873667 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -5874245.000000 Penalty: 5137.676758
	Iteration 4Q: 3 clusters Score -5874245 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -5875076.500000 Penalty: 5137.676758
	Iteration 5F: 3 clusters Score -5875076 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -5876413.000000 Penalty: 5137.676758
	Iteration 6F: 3 clusters Score -5876413 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -5878321.500000 Penalty: 5137.676758
	Iteration 7F: 3 clusters Score -5878322 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -5880506.500000 Penalty: 5137.676758
	Iteration 8F: 3 clusters Score -5880506 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5882414.000000 Penalty: 5137.676758
	Iteration 9F: 3 clusters Score -5882414 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5883509.500000 Penalty: 5137.676758
	Iteration 10Q: 3 clusters Score -5883510 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5883938.500000 Penalty: 5137.676758
	Iteration 11Q: 3 clusters Score -5883938 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5884132.500000 Penalty: 5137.676758
	Iteration 12Q: 3 clusters Score -5884132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5884233.500000 Penalty: 5137.676758
	Iteration 13Q: 3 clusters Score -5884234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5884293.000000 Penalty: 5137.676758
	Iteration 14Q: 3 clusters Score -5884293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5884312.500000 Penalty: 5137.676758
	Iteration 15Q: 3 clusters Score -5884312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5884337.500000 Penalty: 5137.676758
	Iteration 16Q: 3 clusters Score -5884338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5884343.500000 Penalty: 5137.676758
	Iteration 17Q: 3 clusters Score -5884344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5884344.000000 Penalty: 5137.676758
	Iteration 18Q: 3 clusters Score -5884344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5884346.500000 Penalty: 5137.676758
	Iteration 19Q: 3 clusters Score -5884346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5884346.500000 Penalty: 5137.676758
	Iteration 20F: 3 clusters Score -5884346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Entering Unmasked Estep 
Score: -6979784.000000 Penalty: 2612.739014
	Iteration 0F: 2 clusters Score -6979784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -6954474.500000 Penalty: 5225.478027
	Iteration 0F: 3 clusters Score -6954474 nChanged 17095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -6963746.000000 Penalty: 5225.478027
	Iteration 1F: 3 clusters Score -6963746 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -6964196.000000 Penalty: 5225.478027
	Iteration 2Q: 3 clusters Score -6964196 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -6964667.000000 Penalty: 5225.478027
	Iteration 3Q: 3 clusters Score -6964667 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -6965111.000000 Penalty: 5225.478027
	Iteration 4Q: 3 clusters Score -6965111 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -6965602.000000 Penalty: 5225.478027
	Iteration 5Q: 3 clusters Score -6965602 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -6966262.500000 Penalty: 5225.478027
	Iteration 6Q: 3 clusters Score -6966262 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -6967163.000000 Penalty: 5225.478027
	Iteration 7Q: 3 clusters Score -6967163 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -6968470.000000 Penalty: 5225.478027
	Iteration 8F: 3 clusters Score -6968470 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -6970208.000000 Penalty: 5225.478027
	Iteration 9F: 3 clusters Score -6970208 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -6972118.500000 Penalty: 5225.478027
	Iteration 10F: 3 clusters Score -6972118 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -6973897.500000 Penalty: 5225.478027
	Iteration 11F: 3 clusters Score -6973898 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -6975278.000000 Penalty: 5225.478027
	Iteration 12Q: 3 clusters Score -6975278 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6976176.000000 Penalty: 5225.478027
	Iteration 13Q: 3 clusters Score -6976176 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6976686.500000 Penalty: 5225.478027
	Iteration 14Q: 3 clusters Score -6976686 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6976980.000000 Penalty: 5225.478027
	Iteration 15Q: 3 clusters Score -6976980 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6977127.000000 Penalty: 5225.478027
	Iteration 16Q: 3 clusters Score -6977127 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6977236.500000 Penalty: 5225.478027
	Iteration 17Q: 3 clusters Score -6977236 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6977283.500000 Penalty: 5225.478027
	Iteration 18Q: 3 clusters Score -6977284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6977344.500000 Penalty: 5225.478027
	Iteration 19Q: 3 clusters Score -6977344 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6977395.500000 Penalty: 5225.478027
	Iteration 20F: 3 clusters Score -6977396 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6977429.000000 Penalty: 5225.478027
	Iteration 21Q: 3 clusters Score -6977429 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6977459.500000 Penalty: 5225.478027
	Iteration 22Q: 3 clusters Score -6977460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6977477.500000 Penalty: 5225.478027
	Iteration 23Q: 3 clusters Score -6977478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6977492.000000 Penalty: 5225.478027
	Iteration 24Q: 3 clusters Score -6977492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6977505.500000 Penalty: 5225.478027
	Iteration 25Q: 3 clusters Score -6977506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6977528.000000 Penalty: 5225.478027
	Iteration 26Q: 3 clusters Score -6977528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6977541.000000 Penalty: 5225.478027
	Iteration 27Q: 3 clusters Score -6977541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6977547.500000 Penalty: 5225.478027
	Iteration 28Q: 3 clusters Score -6977548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6977558.500000 Penalty: 5225.478027
	Iteration 29Q: 3 clusters Score -6977558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6977565.000000 Penalty: 5225.478027
	Iteration 30Q: 3 clusters Score -6977565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6977563.500000 Penalty: 5225.478027
	Iteration 31Q: 3 clusters Score -6977564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6977569.000000 Penalty: 5225.478027
	Iteration 32Q: 3 clusters Score -6977569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6977570.000000 Penalty: 5225.478027
	Iteration 33Q: 3 clusters Score -6977570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6977586.000000 Penalty: 5225.478027
	Iteration 34Q: 3 clusters Score -6977586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6977600.000000 Penalty: 5225.478027
	Iteration 35Q: 3 clusters Score -6977600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6977603.500000 Penalty: 5225.478027
	Iteration 36Q: 3 clusters Score -6977604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6977608.500000 Penalty: 5225.478027
	Iteration 37Q: 3 clusters Score -6977608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6977619.000000 Penalty: 5225.478027
	Iteration 38Q: 3 clusters Score -6977619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6977617.500000 Penalty: 5225.478027
	Iteration 39Q: 3 clusters Score -6977618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6977615.500000 Penalty: 5225.478027
	Iteration 40F: 3 clusters Score -6977616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6977621.000000 Penalty: 5225.478027
	Iteration 41Q: 3 clusters Score -6977621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6977621.500000 Penalty: 5225.478027
	Iteration 42Q: 3 clusters Score -6977622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6977626.500000 Penalty: 5225.478027
	Iteration 43Q: 3 clusters Score -6977626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6977624.500000 Penalty: 5225.478027
	Iteration 44Q: 3 clusters Score -6977624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6977630.000000 Penalty: 5225.478027
	Iteration 45Q: 3 clusters Score -6977630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6977631.500000 Penalty: 5225.478027
	Iteration 46Q: 3 clusters Score -6977632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6977637.500000 Penalty: 5225.478027
	Iteration 47Q: 3 clusters Score -6977638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6977633.000000 Penalty: 5225.478027
	Iteration 48Q: 3 clusters Score -6977633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6977638.000000 Penalty: 5225.478027
	Iteration 49Q: 3 clusters Score -6977638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6977640.000000 Penalty: 5225.478027
	Iteration 50Q: 3 clusters Score -6977640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6977636.500000 Penalty: 5225.478027
	Iteration 51Q: 3 clusters Score -6977636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6977638.500000 Penalty: 5225.478027
	Iteration 52Q: 3 clusters Score -6977638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6977638.500000 Penalty: 5225.478027
	Iteration 53F: 3 clusters Score -6977638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Entering Unmasked Estep 
Score: -5514850.000000 Penalty: 2552.662109
	Iteration 0F: 2 clusters Score -5514850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -5494785.500000 Penalty: 5105.324219
	Iteration 0F: 3 clusters Score -5494786 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -5501822.500000 Penalty: 5105.324219
	Iteration 1F: 3 clusters Score -5501822 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -5502271.000000 Penalty: 5105.324219
	Iteration 2Q: 3 clusters Score -5502271 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -5502613.000000 Penalty: 5105.324219
	Iteration 3Q: 3 clusters Score -5502613 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -5502966.500000 Penalty: 5105.324219
	Iteration 4Q: 3 clusters Score -5502966 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -5503298.000000 Penalty: 5105.324219
	Iteration 5Q: 3 clusters Score -5503298 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -5503733.000000 Penalty: 5105.324219
	Iteration 6Q: 3 clusters Score -5503733 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -5504391.500000 Penalty: 5105.324219
	Iteration 7Q: 3 clusters Score -5504392 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -5505241.000000 Penalty: 5105.324219
	Iteration 8F: 3 clusters Score -5505241 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -5506409.500000 Penalty: 5105.324219
	Iteration 9F: 3 clusters Score -5506410 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -5507824.000000 Penalty: 5105.324219
	Iteration 10F: 3 clusters Score -5507824 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -5509248.000000 Penalty: 5105.324219
	Iteration 11F: 3 clusters Score -5509248 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5510506.000000 Penalty: 5105.324219
	Iteration 12Q: 3 clusters Score -5510506 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5511395.000000 Penalty: 5105.324219
	Iteration 13Q: 3 clusters Score -5511395 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5511944.000000 Penalty: 5105.324219
	Iteration 14Q: 3 clusters Score -5511944 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5512234.000000 Penalty: 5105.324219
	Iteration 15Q: 3 clusters Score -5512234 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5512378.000000 Penalty: 5105.324219
	Iteration 16Q: 3 clusters Score -5512378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5512479.000000 Penalty: 5105.324219
	Iteration 17Q: 3 clusters Score -5512479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5512529.500000 Penalty: 5105.324219
	Iteration 18Q: 3 clusters Score -5512530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5512565.000000 Penalty: 5105.324219
	Iteration 19Q: 3 clusters Score -5512565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5512597.000000 Penalty: 5105.324219
	Iteration 20F: 3 clusters Score -5512597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5512604.500000 Penalty: 5105.324219
	Iteration 21Q: 3 clusters Score -5512604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5512619.500000 Penalty: 5105.324219
	Iteration 22Q: 3 clusters Score -5512620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5512622.000000 Penalty: 5105.324219
	Iteration 23Q: 3 clusters Score -5512622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5512632.500000 Penalty: 5105.324219
	Iteration 24Q: 3 clusters Score -5512632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5512639.500000 Penalty: 5105.324219
	Iteration 25Q: 3 clusters Score -5512640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5512650.000000 Penalty: 5105.324219
	Iteration 26Q: 3 clusters Score -5512650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5512649.000000 Penalty: 5105.324219
	Iteration 27Q: 3 clusters Score -5512649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5512649.000000 Penalty: 5105.324219
	Iteration 28F: 3 clusters Score -5512649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Entering Unmasked Estep 
Score: -752366.375000 Penalty: 2056.427734
	Iteration 0F: 2 clusters Score -752366.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -748492.687500 Penalty: 4112.855469
	Iteration 0F: 3 clusters Score -748492.7 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -749319.312500 Penalty: 4112.855469
	Iteration 1F: 3 clusters Score -749319.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -749489.312500 Penalty: 4112.855469
	Iteration 2F: 3 clusters Score -749489.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -749598.750000 Penalty: 4112.855469
	Iteration 3Q: 3 clusters Score -749598.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -749674.250000 Penalty: 4112.855469
	Iteration 4Q: 3 clusters Score -749674.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -749718.312500 Penalty: 4112.855469
	Iteration 5Q: 3 clusters Score -749718.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -749742.187500 Penalty: 4112.855469
	Iteration 6Q: 3 clusters Score -749742.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -749760.062500 Penalty: 4112.855469
	Iteration 7Q: 3 clusters Score -749760.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -749773.750000 Penalty: 4112.855469
	Iteration 8Q: 3 clusters Score -749773.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -749786.937500 Penalty: 4112.855469
	Iteration 9Q: 3 clusters Score -749786.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -749799.437500 Penalty: 4112.855469
	Iteration 10Q: 3 clusters Score -749799.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -749810.750000 Penalty: 4112.855469
	Iteration 11Q: 3 clusters Score -749810.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -749824.812500 Penalty: 4112.855469
	Iteration 12Q: 3 clusters Score -749824.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -749835.937500 Penalty: 4112.855469
	Iteration 13Q: 3 clusters Score -749835.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -749843.062500 Penalty: 4112.855469
	Iteration 14Q: 3 clusters Score -749843.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -749854.500000 Penalty: 4112.855469
	Iteration 15Q: 3 clusters Score -749854.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -749859.687500 Penalty: 4112.855469
	Iteration 16Q: 3 clusters Score -749859.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -749866.750000 Penalty: 4112.855469
	Iteration 17Q: 3 clusters Score -749866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -749870.812500 Penalty: 4112.855469
	Iteration 18Q: 3 clusters Score -749870.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -749877.562500 Penalty: 4112.855469
	Iteration 19Q: 3 clusters Score -749877.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -749883.375000 Penalty: 4112.855469
	Iteration 20F: 3 clusters Score -749883.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -749885.750000 Penalty: 4112.855469
	Iteration 21Q: 3 clusters Score -749885.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -749888.500000 Penalty: 4112.855469
	Iteration 22Q: 3 clusters Score -749888.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -749890.000000 Penalty: 4112.855469
	Iteration 23Q: 3 clusters Score -749890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -749893.062500 Penalty: 4112.855469
	Iteration 24Q: 3 clusters Score -749893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -749896.312500 Penalty: 4112.855469
	Iteration 25Q: 3 clusters Score -749896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -749897.687500 Penalty: 4112.855469
	Iteration 26Q: 3 clusters Score -749897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -749899.812500 Penalty: 4112.855469
	Iteration 27Q: 3 clusters Score -749899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -749900.250000 Penalty: 4112.855469
	Iteration 28Q: 3 clusters Score -749900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -749901.750000 Penalty: 4112.855469
	Iteration 29Q: 3 clusters Score -749901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -749901.562500 Penalty: 4112.855469
	Iteration 30Q: 3 clusters Score -749901.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -749901.562500 Penalty: 4112.855469
	Iteration 31F: 3 clusters Score -749901.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Entering Unmasked Estep 
Score: -2404118.500000 Penalty: 2345.463135
	Iteration 0F: 2 clusters Score -2404118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2394695.750000 Penalty: 4690.926270
	Iteration 0F: 3 clusters Score -2394696 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2397516.250000 Penalty: 4690.926270
	Iteration 1F: 3 clusters Score -2397516 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2397833.500000 Penalty: 4690.926270
	Iteration 2F: 3 clusters Score -2397834 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2398031.750000 Penalty: 4690.926270
	Iteration 3Q: 3 clusters Score -2398032 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2398173.500000 Penalty: 4690.926270
	Iteration 4Q: 3 clusters Score -2398174 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2398283.250000 Penalty: 4690.926270
	Iteration 5Q: 3 clusters Score -2398283 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2398372.000000 Penalty: 4690.926270
	Iteration 6Q: 3 clusters Score -2398372 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2398466.750000 Penalty: 4690.926270
	Iteration 7Q: 3 clusters Score -2398467 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2398536.500000 Penalty: 4690.926270
	Iteration 8Q: 3 clusters Score -2398536 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2398599.250000 Penalty: 4690.926270
	Iteration 9Q: 3 clusters Score -2398599 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2398669.500000 Penalty: 4690.926270
	Iteration 10Q: 3 clusters Score -2398670 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2398716.750000 Penalty: 4690.926270
	Iteration 11Q: 3 clusters Score -2398717 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2398762.250000 Penalty: 4690.926270
	Iteration 12Q: 3 clusters Score -2398762 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2398799.500000 Penalty: 4690.926270
	Iteration 13Q: 3 clusters Score -2398800 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2398832.500000 Penalty: 4690.926270
	Iteration 14Q: 3 clusters Score -2398832 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2398865.250000 Penalty: 4690.926270
	Iteration 15Q: 3 clusters Score -2398865 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2398903.500000 Penalty: 4690.926270
	Iteration 16Q: 3 clusters Score -2398904 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2398934.750000 Penalty: 4690.926270
	Iteration 17Q: 3 clusters Score -2398935 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2398955.750000 Penalty: 4690.926270
	Iteration 18Q: 3 clusters Score -2398956 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2399041.000000 Penalty: 4690.926270
	Iteration 19Q: 3 clusters Score -2399041 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2399116.000000 Penalty: 4690.926270
	Iteration 20F: 3 clusters Score -2399116 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2399199.000000 Penalty: 4690.926270
	Iteration 21Q: 3 clusters Score -2399199 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2399303.250000 Penalty: 4690.926270
	Iteration 22Q: 3 clusters Score -2399303 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2399451.250000 Penalty: 4690.926270
	Iteration 23Q: 3 clusters Score -2399451 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2399608.000000 Penalty: 4690.926270
	Iteration 24Q: 3 clusters Score -2399608 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2399858.250000 Penalty: 4690.926270
	Iteration 25Q: 3 clusters Score -2399858 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2400102.500000 Penalty: 4690.926270
	Iteration 26Q: 3 clusters Score -2400102 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2400354.750000 Penalty: 4690.926270
	Iteration 27Q: 3 clusters Score -2400355 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2400537.500000 Penalty: 4690.926270
	Iteration 28Q: 3 clusters Score -2400538 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2400635.500000 Penalty: 4690.926270
	Iteration 29Q: 3 clusters Score -2400636 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2400779.500000 Penalty: 4690.926270
	Iteration 30Q: 3 clusters Score -2400780 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2400859.000000 Penalty: 4690.926270
	Iteration 31Q: 3 clusters Score -2400859 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2400962.250000 Penalty: 4690.926270
	Iteration 32Q: 3 clusters Score -2400962 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2401052.500000 Penalty: 4690.926270
	Iteration 33Q: 3 clusters Score -2401052 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2401118.250000 Penalty: 4690.926270
	Iteration 34Q: 3 clusters Score -2401118 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2401227.750000 Penalty: 4690.926270
	Iteration 35Q: 3 clusters Score -2401228 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2401302.500000 Penalty: 4690.926270
	Iteration 36Q: 3 clusters Score -2401302 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2401362.000000 Penalty: 4690.926270
	Iteration 37Q: 3 clusters Score -2401362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2401401.500000 Penalty: 4690.926270
	Iteration 38Q: 3 clusters Score -2401402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2401426.500000 Penalty: 4690.926270
	Iteration 39Q: 3 clusters Score -2401426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2401462.000000 Penalty: 4690.926270
	Iteration 40F: 3 clusters Score -2401462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2401489.750000 Penalty: 4690.926270
	Iteration 41Q: 3 clusters Score -2401490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2401512.000000 Penalty: 4690.926270
	Iteration 42Q: 3 clusters Score -2401512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2401527.250000 Penalty: 4690.926270
	Iteration 43Q: 3 clusters Score -2401527 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2401543.000000 Penalty: 4690.926270
	Iteration 44Q: 3 clusters Score -2401543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2401566.000000 Penalty: 4690.926270
	Iteration 45Q: 3 clusters Score -2401566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2401576.500000 Penalty: 4690.926270
	Iteration 46Q: 3 clusters Score -2401576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2401611.750000 Penalty: 4690.926270
	Iteration 47Q: 3 clusters Score -2401612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2401653.500000 Penalty: 4690.926270
	Iteration 48Q: 3 clusters Score -2401654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2401703.500000 Penalty: 4690.926270
	Iteration 49Q: 3 clusters Score -2401704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2401732.500000 Penalty: 4690.926270
	Iteration 50Q: 3 clusters Score -2401732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2401754.500000 Penalty: 4690.926270
	Iteration 51Q: 3 clusters Score -2401754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2401772.000000 Penalty: 4690.926270
	Iteration 52Q: 3 clusters Score -2401772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2401789.500000 Penalty: 4690.926270
	Iteration 53Q: 3 clusters Score -2401790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2401803.500000 Penalty: 4690.926270
	Iteration 54Q: 3 clusters Score -2401804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2401815.500000 Penalty: 4690.926270
	Iteration 55Q: 3 clusters Score -2401816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2401828.250000 Penalty: 4690.926270
	Iteration 56Q: 3 clusters Score -2401828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2401834.500000 Penalty: 4690.926270
	Iteration 57Q: 3 clusters Score -2401834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2401844.000000 Penalty: 4690.926270
	Iteration 58Q: 3 clusters Score -2401844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2401844.250000 Penalty: 4690.926270
	Iteration 59Q: 3 clusters Score -2401844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2401850.500000 Penalty: 4690.926270
	Iteration 60F: 3 clusters Score -2401850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2401853.000000 Penalty: 4690.926270
	Iteration 61Q: 3 clusters Score -2401853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2401859.750000 Penalty: 4690.926270
	Iteration 62Q: 3 clusters Score -2401860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2401864.250000 Penalty: 4690.926270
	Iteration 63Q: 3 clusters Score -2401864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2401866.250000 Penalty: 4690.926270
	Iteration 64Q: 3 clusters Score -2401866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2401868.750000 Penalty: 4690.926270
	Iteration 65Q: 3 clusters Score -2401869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2401870.000000 Penalty: 4690.926270
	Iteration 66Q: 3 clusters Score -2401870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2401874.500000 Penalty: 4690.926270
	Iteration 67Q: 3 clusters Score -2401874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2401878.000000 Penalty: 4690.926270
	Iteration 68Q: 3 clusters Score -2401878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2401883.250000 Penalty: 4690.926270
	Iteration 69Q: 3 clusters Score -2401883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2401882.250000 Penalty: 4690.926270
	Iteration 70Q: 3 clusters Score -2401882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2401887.250000 Penalty: 4690.926270
	Iteration 71Q: 3 clusters Score -2401887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2401885.500000 Penalty: 4690.926270
	Iteration 72Q: 3 clusters Score -2401886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2401893.000000 Penalty: 4690.926270
	Iteration 73Q: 3 clusters Score -2401893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2401890.250000 Penalty: 4690.926270
	Iteration 74Q: 3 clusters Score -2401890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2401896.500000 Penalty: 4690.926270
	Iteration 75Q: 3 clusters Score -2401896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2401901.000000 Penalty: 4690.926270
	Iteration 76Q: 3 clusters Score -2401901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2401898.250000 Penalty: 4690.926270
	Iteration 77Q: 3 clusters Score -2401898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2401903.250000 Penalty: 4690.926270
	Iteration 78Q: 3 clusters Score -2401903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2401914.250000 Penalty: 4690.926270
	Iteration 79Q: 3 clusters Score -2401914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2401917.250000 Penalty: 4690.926270
	Iteration 80F: 3 clusters Score -2401917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2401922.750000 Penalty: 4690.926270
	Iteration 81Q: 3 clusters Score -2401923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2401930.750000 Penalty: 4690.926270
	Iteration 82Q: 3 clusters Score -2401931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2401942.500000 Penalty: 4690.926270
	Iteration 83Q: 3 clusters Score -2401942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2401946.500000 Penalty: 4690.926270
	Iteration 84Q: 3 clusters Score -2401946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2401953.000000 Penalty: 4690.926270
	Iteration 85Q: 3 clusters Score -2401953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2401961.500000 Penalty: 4690.926270
	Iteration 86Q: 3 clusters Score -2401962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2401966.000000 Penalty: 4690.926270
	Iteration 87Q: 3 clusters Score -2401966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2401958.500000 Penalty: 4690.926270
	Iteration 88Q: 3 clusters Score -2401958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2401972.500000 Penalty: 4690.926270
	Iteration 89Q: 3 clusters Score -2401972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2401970.000000 Penalty: 4690.926270
	Iteration 90Q: 3 clusters Score -2401970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2401974.000000 Penalty: 4690.926270
	Iteration 91Q: 3 clusters Score -2401974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2401978.750000 Penalty: 4690.926270
	Iteration 92Q: 3 clusters Score -2401979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2401978.000000 Penalty: 4690.926270
	Iteration 93Q: 3 clusters Score -2401978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2401982.250000 Penalty: 4690.926270
	Iteration 94Q: 3 clusters Score -2401982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2401984.500000 Penalty: 4690.926270
	Iteration 95Q: 3 clusters Score -2401984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2401984.250000 Penalty: 4690.926270
	Iteration 96Q: 3 clusters Score -2401984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2401984.250000 Penalty: 4690.926270
	Iteration 97Q: 3 clusters Score -2401984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2401984.250000 Penalty: 4690.926270
	Iteration 98F: 3 clusters Score -2401984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (26968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Entering Unmasked Estep 
Score: -5054833.500000 Penalty: 2530.196777
	Iteration 0F: 2 clusters Score -5054834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -5036297.500000 Penalty: 5060.393555
	Iteration 0F: 3 clusters Score -5036298 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5042628.500000 Penalty: 5060.393555
	Iteration 1F: 3 clusters Score -5042628 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -5043172.000000 Penalty: 5060.393555
	Iteration 2F: 3 clusters Score -5043172 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -5043782.000000 Penalty: 5060.393555
	Iteration 3Q: 3 clusters Score -5043782 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -5044423.000000 Penalty: 5060.393555
	Iteration 4F: 3 clusters Score -5044423 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -5045241.000000 Penalty: 5060.393555
	Iteration 5F: 3 clusters Score -5045241 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -5046268.500000 Penalty: 5060.393555
	Iteration 6F: 3 clusters Score -5046268 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -5047626.000000 Penalty: 5060.393555
	Iteration 7F: 3 clusters Score -5047626 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -5049217.500000 Penalty: 5060.393555
	Iteration 8F: 3 clusters Score -5049218 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -5050626.500000 Penalty: 5060.393555
	Iteration 9F: 3 clusters Score -5050626 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -5051450.000000 Penalty: 5060.393555
	Iteration 10F: 3 clusters Score -5051450 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -5051858.000000 Penalty: 5060.393555
	Iteration 11Q: 3 clusters Score -5051858 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -5052091.000000 Penalty: 5060.393555
	Iteration 12Q: 3 clusters Score -5052091 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -5052210.500000 Penalty: 5060.393555
	Iteration 13Q: 3 clusters Score -5052210 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5052329.500000 Penalty: 5060.393555
	Iteration 14Q: 3 clusters Score -5052330 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -5052399.500000 Penalty: 5060.393555
	Iteration 15Q: 3 clusters Score -5052400 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -5052466.500000 Penalty: 5060.393555
	Iteration 16Q: 3 clusters Score -5052466 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -5052507.000000 Penalty: 5060.393555
	Iteration 17Q: 3 clusters Score -5052507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -5052552.000000 Penalty: 5060.393555
	Iteration 18Q: 3 clusters Score -5052552 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -5052560.500000 Penalty: 5060.393555
	Iteration 19Q: 3 clusters Score -5052560 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -5052580.000000 Penalty: 5060.393555
	Iteration 20F: 3 clusters Score -5052580 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -5052588.000000 Penalty: 5060.393555
	Iteration 21Q: 3 clusters Score -5052588 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -5052625.500000 Penalty: 5060.393555
	Iteration 22Q: 3 clusters Score -5052626 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -5052608.000000 Penalty: 5060.393555
	Iteration 23Q: 3 clusters Score -5052608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -5052614.000000 Penalty: 5060.393555
	Iteration 24Q: 3 clusters Score -5052614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -5052628.000000 Penalty: 5060.393555
	Iteration 25Q: 3 clusters Score -5052628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -5052633.500000 Penalty: 5060.393555
	Iteration 26Q: 3 clusters Score -5052634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -5052633.000000 Penalty: 5060.393555
	Iteration 27Q: 3 clusters Score -5052633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5052636.500000 Penalty: 5060.393555
	Iteration 28Q: 3 clusters Score -5052636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -5052631.000000 Penalty: 5060.393555
	Iteration 29Q: 3 clusters Score -5052631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -5052632.500000 Penalty: 5060.393555
	Iteration 30Q: 3 clusters Score -5052632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -5052633.000000 Penalty: 5060.393555
	Iteration 31Q: 3 clusters Score -5052633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5052622.500000 Penalty: 5060.393555
	Iteration 32Q: 3 clusters Score -5052622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -5052612.000000 Penalty: 5060.393555
	Iteration 33Q: 3 clusters Score -5052612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -5052612.500000 Penalty: 5060.393555
	Iteration 34Q: 3 clusters Score -5052612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -5052608.000000 Penalty: 5060.393555
	Iteration 35Q: 3 clusters Score -5052608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -5052614.000000 Penalty: 5060.393555
	Iteration 36Q: 3 clusters Score -5052614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -5052624.000000 Penalty: 5060.393555
	Iteration 37Q: 3 clusters Score -5052624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -5052624.000000 Penalty: 5060.393555
	Iteration 38F: 3 clusters Score -5052624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Entering Unmasked Estep 
Score: -4893627.000000 Penalty: 2523.806641
	Iteration 0F: 2 clusters Score -4893627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4875672.000000 Penalty: 5047.613281
	Iteration 0F: 3 clusters Score -4875672 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -4881825.500000 Penalty: 5047.613281
	Iteration 1F: 3 clusters Score -4881826 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -4882202.500000 Penalty: 5047.613281
	Iteration 2Q: 3 clusters Score -4882202 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -4882487.000000 Penalty: 5047.613281
	Iteration 3Q: 3 clusters Score -4882487 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4882703.500000 Penalty: 5047.613281
	Iteration 4Q: 3 clusters Score -4882704 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -4882893.500000 Penalty: 5047.613281
	Iteration 5Q: 3 clusters Score -4882894 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -4883038.500000 Penalty: 5047.613281
	Iteration 6Q: 3 clusters Score -4883038 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4883144.500000 Penalty: 5047.613281
	Iteration 7Q: 3 clusters Score -4883144 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -4883239.500000 Penalty: 5047.613281
	Iteration 8Q: 3 clusters Score -4883240 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -4883316.000000 Penalty: 5047.613281
	Iteration 9Q: 3 clusters Score -4883316 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -4883392.500000 Penalty: 5047.613281
	Iteration 10Q: 3 clusters Score -4883392 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4883514.500000 Penalty: 5047.613281
	Iteration 11Q: 3 clusters Score -4883514 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -4883605.000000 Penalty: 5047.613281
	Iteration 12Q: 3 clusters Score -4883605 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -4883736.500000 Penalty: 5047.613281
	Iteration 13Q: 3 clusters Score -4883736 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -4883895.000000 Penalty: 5047.613281
	Iteration 14Q: 3 clusters Score -4883895 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -4884130.000000 Penalty: 5047.613281
	Iteration 15Q: 3 clusters Score -4884130 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -4884487.500000 Penalty: 5047.613281
	Iteration 16Q: 3 clusters Score -4884488 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -4885039.500000 Penalty: 5047.613281
	Iteration 17Q: 3 clusters Score -4885040 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -4885864.000000 Penalty: 5047.613281
	Iteration 18Q: 3 clusters Score -4885864 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4886901.000000 Penalty: 5047.613281
	Iteration 19F: 3 clusters Score -4886901 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -4888097.000000 Penalty: 5047.613281
	Iteration 20F: 3 clusters Score -4888097 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4889114.000000 Penalty: 5047.613281
	Iteration 21Q: 3 clusters Score -4889114 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -4889890.500000 Penalty: 5047.613281
	Iteration 22Q: 3 clusters Score -4889890 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -4890385.000000 Penalty: 5047.613281
	Iteration 23Q: 3 clusters Score -4890385 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -4890730.500000 Penalty: 5047.613281
	Iteration 24Q: 3 clusters Score -4890730 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -4890935.500000 Penalty: 5047.613281
	Iteration 25Q: 3 clusters Score -4890936 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -4891050.500000 Penalty: 5047.613281
	Iteration 26Q: 3 clusters Score -4891050 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4891145.000000 Penalty: 5047.613281
	Iteration 27Q: 3 clusters Score -4891145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4891225.500000 Penalty: 5047.613281
	Iteration 28Q: 3 clusters Score -4891226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -4891257.000000 Penalty: 5047.613281
	Iteration 29Q: 3 clusters Score -4891257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -4891301.500000 Penalty: 5047.613281
	Iteration 30Q: 3 clusters Score -4891302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4891322.000000 Penalty: 5047.613281
	Iteration 31Q: 3 clusters Score -4891322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -4891353.500000 Penalty: 5047.613281
	Iteration 32Q: 3 clusters Score -4891354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4891376.500000 Penalty: 5047.613281
	Iteration 33Q: 3 clusters Score -4891376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -4891395.000000 Penalty: 5047.613281
	Iteration 34Q: 3 clusters Score -4891395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -4891394.500000 Penalty: 5047.613281
	Iteration 35Q: 3 clusters Score -4891394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -4891400.000000 Penalty: 5047.613281
	Iteration 36Q: 3 clusters Score -4891400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -4891400.000000 Penalty: 5047.613281
	Iteration 37Q: 3 clusters Score -4891400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -4891404.500000 Penalty: 5047.613281
	Iteration 38Q: 3 clusters Score -4891404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -4891400.500000 Penalty: 5047.613281
	Iteration 39Q: 3 clusters Score -4891400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -4891402.000000 Penalty: 5047.613281
	Iteration 40F: 3 clusters Score -4891402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Entering Unmasked Estep 
Score: -4633841.500000 Penalty: 2508.791748
	Iteration 0F: 2 clusters Score -4633842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -4616789.000000 Penalty: 5017.583496
	Iteration 0F: 3 clusters Score -4616789 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -4622537.000000 Penalty: 5017.583496
	Iteration 1F: 3 clusters Score -4622537 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4622972.000000 Penalty: 5017.583496
	Iteration 2F: 3 clusters Score -4622972 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4623422.000000 Penalty: 5017.583496
	Iteration 3Q: 3 clusters Score -4623422 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -4623828.500000 Penalty: 5017.583496
	Iteration 4Q: 3 clusters Score -4623828 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4624295.000000 Penalty: 5017.583496
	Iteration 5Q: 3 clusters Score -4624295 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4624844.000000 Penalty: 5017.583496
	Iteration 6Q: 3 clusters Score -4624844 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -4625521.000000 Penalty: 5017.583496
	Iteration 7Q: 3 clusters Score -4625521 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -4626403.500000 Penalty: 5017.583496
	Iteration 8F: 3 clusters Score -4626404 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -4627379.000000 Penalty: 5017.583496
	Iteration 9F: 3 clusters Score -4627379 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -4628226.500000 Penalty: 5017.583496
	Iteration 10Q: 3 clusters Score -4628226 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4628921.500000 Penalty: 5017.583496
	Iteration 11Q: 3 clusters Score -4628922 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4629483.000000 Penalty: 5017.583496
	Iteration 12Q: 3 clusters Score -4629483 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -4629883.000000 Penalty: 5017.583496
	Iteration 13Q: 3 clusters Score -4629883 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -4630242.000000 Penalty: 5017.583496
	Iteration 14Q: 3 clusters Score -4630242 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -4630493.000000 Penalty: 5017.583496
	Iteration 15Q: 3 clusters Score -4630493 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -4630666.000000 Penalty: 5017.583496
	Iteration 16Q: 3 clusters Score -4630666 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -4630773.500000 Penalty: 5017.583496
	Iteration 17Q: 3 clusters Score -4630774 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -4630963.000000 Penalty: 5017.583496
	Iteration 18Q: 3 clusters Score -4630963 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -4631100.500000 Penalty: 5017.583496
	Iteration 19Q: 3 clusters Score -4631100 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -4631183.000000 Penalty: 5017.583496
	Iteration 20F: 3 clusters Score -4631183 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -4631247.500000 Penalty: 5017.583496
	Iteration 21Q: 3 clusters Score -4631248 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -4631336.500000 Penalty: 5017.583496
	Iteration 22Q: 3 clusters Score -4631336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -4631381.000000 Penalty: 5017.583496
	Iteration 23Q: 3 clusters Score -4631381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4631406.500000 Penalty: 5017.583496
	Iteration 24Q: 3 clusters Score -4631406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4631438.000000 Penalty: 5017.583496
	Iteration 25Q: 3 clusters Score -4631438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -4631473.000000 Penalty: 5017.583496
	Iteration 26Q: 3 clusters Score -4631473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4631491.000000 Penalty: 5017.583496
	Iteration 27Q: 3 clusters Score -4631491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -4631499.500000 Penalty: 5017.583496
	Iteration 28Q: 3 clusters Score -4631500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4631516.500000 Penalty: 5017.583496
	Iteration 29Q: 3 clusters Score -4631516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -4631537.000000 Penalty: 5017.583496
	Iteration 30Q: 3 clusters Score -4631537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -4631557.000000 Penalty: 5017.583496
	Iteration 31Q: 3 clusters Score -4631557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4631582.000000 Penalty: 5017.583496
	Iteration 32Q: 3 clusters Score -4631582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -4631580.500000 Penalty: 5017.583496
	Iteration 33Q: 3 clusters Score -4631580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -4631601.000000 Penalty: 5017.583496
	Iteration 34Q: 3 clusters Score -4631601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -4631601.500000 Penalty: 5017.583496
	Iteration 35Q: 3 clusters Score -4631602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -4631605.500000 Penalty: 5017.583496
	Iteration 36Q: 3 clusters Score -4631606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -4631604.500000 Penalty: 5017.583496
	Iteration 37Q: 3 clusters Score -4631604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -4631603.500000 Penalty: 5017.583496
	Iteration 38Q: 3 clusters Score -4631604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4631613.000000 Penalty: 5017.583496
	Iteration 39Q: 3 clusters Score -4631613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -4631617.500000 Penalty: 5017.583496
	Iteration 40F: 3 clusters Score -4631618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -4631613.500000 Penalty: 5017.583496
	Iteration 41Q: 3 clusters Score -4631614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -4631621.000000 Penalty: 5017.583496
	Iteration 42Q: 3 clusters Score -4631621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -4631625.000000 Penalty: 5017.583496
	Iteration 43Q: 3 clusters Score -4631625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -4631625.000000 Penalty: 5017.583496
	Iteration 44Q: 3 clusters Score -4631625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -4631627.000000 Penalty: 5017.583496
	Iteration 45Q: 3 clusters Score -4631627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -4631633.000000 Penalty: 5017.583496
	Iteration 46Q: 3 clusters Score -4631633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -4631633.500000 Penalty: 5017.583496
	Iteration 47Q: 3 clusters Score -4631634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -4631646.000000 Penalty: 5017.583496
	Iteration 48Q: 3 clusters Score -4631646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -4631641.500000 Penalty: 5017.583496
	Iteration 49Q: 3 clusters Score -4631642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -4631646.500000 Penalty: 5017.583496
	Iteration 50Q: 3 clusters Score -4631646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4631646.500000 Penalty: 5017.583496
	Iteration 51Q: 3 clusters Score -4631646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4631646.500000 Penalty: 5017.583496
	Iteration 52F: 3 clusters Score -4631646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Entering Unmasked Estep 
Score: -2399549.250000 Penalty: 2344.492676
	Iteration 0F: 2 clusters Score -2399549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2390080.750000 Penalty: 4688.985352
	Iteration 0F: 3 clusters Score -2390081 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2392973.500000 Penalty: 4688.985352
	Iteration 1F: 3 clusters Score -2392974 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2393329.250000 Penalty: 4688.985352
	Iteration 2F: 3 clusters Score -2393329 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2393627.250000 Penalty: 4688.985352
	Iteration 3F: 3 clusters Score -2393627 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2393796.000000 Penalty: 4688.985352
	Iteration 4Q: 3 clusters Score -2393796 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2394076.750000 Penalty: 4688.985352
	Iteration 5Q: 3 clusters Score -2394077 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2394446.000000 Penalty: 4688.985352
	Iteration 6Q: 3 clusters Score -2394446 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2394816.250000 Penalty: 4688.985352
	Iteration 7Q: 3 clusters Score -2394816 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2395186.250000 Penalty: 4688.985352
	Iteration 8Q: 3 clusters Score -2395186 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2395536.750000 Penalty: 4688.985352
	Iteration 9Q: 3 clusters Score -2395537 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2395938.250000 Penalty: 4688.985352
	Iteration 10Q: 3 clusters Score -2395938 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2396394.250000 Penalty: 4688.985352
	Iteration 11Q: 3 clusters Score -2396394 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2396745.250000 Penalty: 4688.985352
	Iteration 12Q: 3 clusters Score -2396745 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2396956.250000 Penalty: 4688.985352
	Iteration 13Q: 3 clusters Score -2396956 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2397110.000000 Penalty: 4688.985352
	Iteration 14Q: 3 clusters Score -2397110 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2397208.500000 Penalty: 4688.985352
	Iteration 15Q: 3 clusters Score -2397208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2397268.250000 Penalty: 4688.985352
	Iteration 16Q: 3 clusters Score -2397268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2397312.250000 Penalty: 4688.985352
	Iteration 17Q: 3 clusters Score -2397312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2397355.500000 Penalty: 4688.985352
	Iteration 18Q: 3 clusters Score -2397356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2397389.250000 Penalty: 4688.985352
	Iteration 19Q: 3 clusters Score -2397389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2397405.000000 Penalty: 4688.985352
	Iteration 20F: 3 clusters Score -2397405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2397411.750000 Penalty: 4688.985352
	Iteration 21Q: 3 clusters Score -2397412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2397424.500000 Penalty: 4688.985352
	Iteration 22Q: 3 clusters Score -2397424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2397438.250000 Penalty: 4688.985352
	Iteration 23Q: 3 clusters Score -2397438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2397437.500000 Penalty: 4688.985352
	Iteration 24Q: 3 clusters Score -2397438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2397453.500000 Penalty: 4688.985352
	Iteration 25Q: 3 clusters Score -2397454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2397457.250000 Penalty: 4688.985352
	Iteration 26Q: 3 clusters Score -2397457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2397461.250000 Penalty: 4688.985352
	Iteration 27Q: 3 clusters Score -2397461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2397459.000000 Penalty: 4688.985352
	Iteration 28Q: 3 clusters Score -2397459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2397461.250000 Penalty: 4688.985352
	Iteration 29Q: 3 clusters Score -2397461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2397461.250000 Penalty: 4688.985352
	Iteration 30F: 3 clusters Score -2397461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Entering Unmasked Estep 
Score: -5682091.500000 Penalty: 2559.594727
	Iteration 0F: 2 clusters Score -5682092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -5661283.500000 Penalty: 5119.189453
	Iteration 0F: 3 clusters Score -5661284 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -5668790.500000 Penalty: 5119.189453
	Iteration 1F: 3 clusters Score -5668790 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -5669209.500000 Penalty: 5119.189453
	Iteration 2Q: 3 clusters Score -5669210 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -5669522.500000 Penalty: 5119.189453
	Iteration 3Q: 3 clusters Score -5669522 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5669812.000000 Penalty: 5119.189453
	Iteration 4Q: 3 clusters Score -5669812 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -5670064.500000 Penalty: 5119.189453
	Iteration 5Q: 3 clusters Score -5670064 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -5670362.500000 Penalty: 5119.189453
	Iteration 6Q: 3 clusters Score -5670362 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -5670763.500000 Penalty: 5119.189453
	Iteration 7Q: 3 clusters Score -5670764 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -5671324.000000 Penalty: 5119.189453
	Iteration 8Q: 3 clusters Score -5671324 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -5672183.500000 Penalty: 5119.189453
	Iteration 9F: 3 clusters Score -5672184 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -5673447.500000 Penalty: 5119.189453
	Iteration 10F: 3 clusters Score -5673448 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -5675051.500000 Penalty: 5119.189453
	Iteration 11F: 3 clusters Score -5675052 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5676711.500000 Penalty: 5119.189453
	Iteration 12F: 3 clusters Score -5676712 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5678157.000000 Penalty: 5119.189453
	Iteration 13F: 3 clusters Score -5678157 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5678978.000000 Penalty: 5119.189453
	Iteration 14Q: 3 clusters Score -5678978 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5679417.000000 Penalty: 5119.189453
	Iteration 15Q: 3 clusters Score -5679417 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5679615.000000 Penalty: 5119.189453
	Iteration 16Q: 3 clusters Score -5679615 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5679704.000000 Penalty: 5119.189453
	Iteration 17Q: 3 clusters Score -5679704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5679759.000000 Penalty: 5119.189453
	Iteration 18Q: 3 clusters Score -5679759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5679790.000000 Penalty: 5119.189453
	Iteration 19Q: 3 clusters Score -5679790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5679795.500000 Penalty: 5119.189453
	Iteration 20F: 3 clusters Score -5679796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5679809.000000 Penalty: 5119.189453
	Iteration 21Q: 3 clusters Score -5679809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5679824.000000 Penalty: 5119.189453
	Iteration 22Q: 3 clusters Score -5679824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5679837.000000 Penalty: 5119.189453
	Iteration 23Q: 3 clusters Score -5679837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5679835.500000 Penalty: 5119.189453
	Iteration 24Q: 3 clusters Score -5679836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5679838.500000 Penalty: 5119.189453
	Iteration 25Q: 3 clusters Score -5679838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5679844.500000 Penalty: 5119.189453
	Iteration 26Q: 3 clusters Score -5679844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5679842.500000 Penalty: 5119.189453
	Iteration 27Q: 3 clusters Score -5679842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5679845.500000 Penalty: 5119.189453
	Iteration 28Q: 3 clusters Score -5679846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5679845.500000 Penalty: 5119.189453
	Iteration 29F: 3 clusters Score -5679846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (68536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Entering Unmasked Estep 
Score: -12792226.000000 Penalty: 2761.508545
	Iteration 0F: 2 clusters Score -1.279223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -12760787.000000 Penalty: 5523.017090
	Iteration 0F: 3 clusters Score -1.276079e+07 nChanged 31932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -12778275.000000 Penalty: 5523.017090
	Iteration 1F: 3 clusters Score -1.277828e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -12779085.000000 Penalty: 5523.017090
	Iteration 2Q: 3 clusters Score -1.277908e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -12780156.000000 Penalty: 5523.017090
	Iteration 3Q: 3 clusters Score -1.278016e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -12781579.000000 Penalty: 5523.017090
	Iteration 4Q: 3 clusters Score -1.278158e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -12783519.000000 Penalty: 5523.017090
	Iteration 5F: 3 clusters Score -1.278352e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -12786272.000000 Penalty: 5523.017090
	Iteration 6F: 3 clusters Score -1.278627e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -12789719.000000 Penalty: 5523.017090
	Iteration 7F: 3 clusters Score -1.278972e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -12792610.000000 Penalty: 5523.017090
	Iteration 8F: 3 clusters Score -1.279261e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -12794273.000000 Penalty: 5523.017090
	Iteration 9Q: 3 clusters Score -1.279427e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -12795351.000000 Penalty: 5523.017090
	Iteration 10Q: 3 clusters Score -1.279535e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -12796154.000000 Penalty: 5523.017090
	Iteration 11Q: 3 clusters Score -1.279615e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -12796991.000000 Penalty: 5523.017090
	Iteration 12Q: 3 clusters Score -1.279699e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -12797987.000000 Penalty: 5523.017090
	Iteration 13Q: 3 clusters Score -1.279799e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -12798974.000000 Penalty: 5523.017090
	Iteration 14Q: 3 clusters Score -1.279897e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -12799972.000000 Penalty: 5523.017090
	Iteration 15Q: 3 clusters Score -1.279997e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -12800871.000000 Penalty: 5523.017090
	Iteration 16Q: 3 clusters Score -1.280087e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -12801569.000000 Penalty: 5523.017090
	Iteration 17Q: 3 clusters Score -1.280157e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -12802001.000000 Penalty: 5523.017090
	Iteration 18Q: 3 clusters Score -1.2802e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -12802271.000000 Penalty: 5523.017090
	Iteration 19Q: 3 clusters Score -1.280227e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -12802509.000000 Penalty: 5523.017090
	Iteration 20F: 3 clusters Score -1.280251e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -12802640.000000 Penalty: 5523.017090
	Iteration 21Q: 3 clusters Score -1.280264e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -12802675.000000 Penalty: 5523.017090
	Iteration 22Q: 3 clusters Score -1.280268e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -12802768.000000 Penalty: 5523.017090
	Iteration 23Q: 3 clusters Score -1.280277e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -12802832.000000 Penalty: 5523.017090
	Iteration 24Q: 3 clusters Score -1.280283e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -12802847.000000 Penalty: 5523.017090
	Iteration 25Q: 3 clusters Score -1.280285e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -12802858.000000 Penalty: 5523.017090
	Iteration 26Q: 3 clusters Score -1.280286e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -12802859.000000 Penalty: 5523.017090
	Iteration 27Q: 3 clusters Score -1.280286e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -12802842.000000 Penalty: 5523.017090
	Iteration 28Q: 3 clusters Score -1.280284e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -12802860.000000 Penalty: 5523.017090
	Iteration 29Q: 3 clusters Score -1.280286e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -12802862.000000 Penalty: 5523.017090
	Iteration 30Q: 3 clusters Score -1.280286e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -12802864.000000 Penalty: 5523.017090
	Iteration 31Q: 3 clusters Score -1.280286e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -12802868.000000 Penalty: 5523.017090
	Iteration 32Q: 3 clusters Score -1.280287e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -12802909.000000 Penalty: 5523.017090
	Iteration 33Q: 3 clusters Score -1.280291e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -12802864.000000 Penalty: 5523.017090
	Iteration 34Q: 3 clusters Score -1.280286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -12802871.000000 Penalty: 5523.017090
	Iteration 35Q: 3 clusters Score -1.280287e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -12802908.000000 Penalty: 5523.017090
	Iteration 36Q: 3 clusters Score -1.280291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -12802867.000000 Penalty: 5523.017090
	Iteration 37Q: 3 clusters Score -1.280287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -12802866.000000 Penalty: 5523.017090
	Iteration 38Q: 3 clusters Score -1.280287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -12802855.000000 Penalty: 5523.017090
	Iteration 39Q: 3 clusters Score -1.280286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -12802854.000000 Penalty: 5523.017090
	Iteration 40F: 3 clusters Score -1.280285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -12802855.000000 Penalty: 5523.017090
	Iteration 41Q: 3 clusters Score -1.280286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -12802855.000000 Penalty: 5523.017090
	Iteration 42Q: 3 clusters Score -1.280286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -12802847.000000 Penalty: 5523.017090
	Iteration 43Q: 3 clusters Score -1.280285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -12802861.000000 Penalty: 5523.017090
	Iteration 44Q: 3 clusters Score -1.280286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -12802861.000000 Penalty: 5523.017090
	Iteration 45F: 3 clusters Score -1.280286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47691 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11703 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 27671 members 
Mstep: Class 15 contains 46861 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28463 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 8642 members 
Mstep: Class 22 contains 31515 members 
Mstep: Class 23 contains 37618 members 
Mstep: Class 24 contains 29525 members 
Mstep: Class 25 contains 3992 members 
Mstep: Class 26 contains 12804 members 
Mstep: Class 27 contains 26968 members 
Mstep: Class 28 contains 26282 members 
Mstep: Class 29 contains 24738 members 
Mstep: Class 30 contains 12754 members 
Mstep: Class 31 contains 30362 members 
Mstep: Class 32 contains 28776 members 
Mstep: Class 33 contains 35513 members 
Mstep: Class 34 contains 55759 members 
Mstep: Class 35 contains 39760 members 
Entering Unmasked Estep 
Score: -110186504.000000 Penalty: 115522.468750
Splitting cluster 32 changes total score from -110175480.000000 to -110186504.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 33 (35513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Entering Unmasked Estep 
Score: -6655254.000000 Penalty: 2598.458252
	Iteration 0F: 2 clusters Score -6655254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -6631297.500000 Penalty: 5196.916504
	Iteration 0F: 3 clusters Score -6631298 nChanged 16175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -6640176.000000 Penalty: 5196.916504
	Iteration 1F: 3 clusters Score -6640176 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -6640831.500000 Penalty: 5196.916504
	Iteration 2Q: 3 clusters Score -6640832 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -6641505.000000 Penalty: 5196.916504
	Iteration 3Q: 3 clusters Score -6641505 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -6642234.000000 Penalty: 5196.916504
	Iteration 4Q: 3 clusters Score -6642234 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -6643245.500000 Penalty: 5196.916504
	Iteration 5Q: 3 clusters Score -6643246 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -6644538.500000 Penalty: 5196.916504
	Iteration 6F: 3 clusters Score -6644538 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -6646029.500000 Penalty: 5196.916504
	Iteration 7F: 3 clusters Score -6646030 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -6647611.000000 Penalty: 5196.916504
	Iteration 8F: 3 clusters Score -6647611 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -6649019.500000 Penalty: 5196.916504
	Iteration 9Q: 3 clusters Score -6649020 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -6650149.500000 Penalty: 5196.916504
	Iteration 10Q: 3 clusters Score -6650150 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -6650989.000000 Penalty: 5196.916504
	Iteration 11Q: 3 clusters Score -6650989 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -6651616.500000 Penalty: 5196.916504
	Iteration 12Q: 3 clusters Score -6651616 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -6652011.500000 Penalty: 5196.916504
	Iteration 13Q: 3 clusters Score -6652012 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -6652301.000000 Penalty: 5196.916504
	Iteration 14Q: 3 clusters Score -6652301 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -6652524.500000 Penalty: 5196.916504
	Iteration 15Q: 3 clusters Score -6652524 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -6652669.000000 Penalty: 5196.916504
	Iteration 16Q: 3 clusters Score -6652669 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -6652740.000000 Penalty: 5196.916504
	Iteration 17Q: 3 clusters Score -6652740 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -6652791.500000 Penalty: 5196.916504
	Iteration 18Q: 3 clusters Score -6652792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -6652837.000000 Penalty: 5196.916504
	Iteration 19Q: 3 clusters Score -6652837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -6652902.000000 Penalty: 5196.916504
	Iteration 20F: 3 clusters Score -6652902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -6652930.000000 Penalty: 5196.916504
	Iteration 21Q: 3 clusters Score -6652930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -6652957.000000 Penalty: 5196.916504
	Iteration 22Q: 3 clusters Score -6652957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -6652975.000000 Penalty: 5196.916504
	Iteration 23Q: 3 clusters Score -6652975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -6652993.500000 Penalty: 5196.916504
	Iteration 24Q: 3 clusters Score -6652994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -6653018.000000 Penalty: 5196.916504
	Iteration 25Q: 3 clusters Score -6653018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -6653016.500000 Penalty: 5196.916504
	Iteration 26Q: 3 clusters Score -6653016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -6653024.000000 Penalty: 5196.916504
	Iteration 27Q: 3 clusters Score -6653024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -6653048.500000 Penalty: 5196.916504
	Iteration 28Q: 3 clusters Score -6653048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -6653044.500000 Penalty: 5196.916504
	Iteration 29Q: 3 clusters Score -6653044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -6653055.000000 Penalty: 5196.916504
	Iteration 30Q: 3 clusters Score -6653055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -6653050.500000 Penalty: 5196.916504
	Iteration 31Q: 3 clusters Score -6653050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -6653051.500000 Penalty: 5196.916504
	Iteration 32Q: 3 clusters Score -6653052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -6653049.500000 Penalty: 5196.916504
	Iteration 33Q: 3 clusters Score -6653050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -6653055.000000 Penalty: 5196.916504
	Iteration 34Q: 3 clusters Score -6653055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6653056.500000 Penalty: 5196.916504
	Iteration 35Q: 3 clusters Score -6653056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6653050.000000 Penalty: 5196.916504
	Iteration 36Q: 3 clusters Score -6653050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6653052.500000 Penalty: 5196.916504
	Iteration 37Q: 3 clusters Score -6653052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6653056.500000 Penalty: 5196.916504
	Iteration 38Q: 3 clusters Score -6653056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -6653061.500000 Penalty: 5196.916504
	Iteration 39Q: 3 clusters Score -6653062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -6653053.500000 Penalty: 5196.916504
	Iteration 40F: 3 clusters Score -6653054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -6653055.500000 Penalty: 5196.916504
	Iteration 41Q: 3 clusters Score -6653056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -6653046.000000 Penalty: 5196.916504
	Iteration 42Q: 3 clusters Score -6653046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -6653055.500000 Penalty: 5196.916504
	Iteration 43Q: 3 clusters Score -6653056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -6653049.500000 Penalty: 5196.916504
	Iteration 44Q: 3 clusters Score -6653050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -6653059.000000 Penalty: 5196.916504
	Iteration 45Q: 3 clusters Score -6653059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -6653059.000000 Penalty: 5196.916504
	Iteration 46F: 3 clusters Score -6653059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (55759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Entering Unmasked Estep 
Score: -10416172.000000 Penalty: 2710.340820
	Iteration 0F: 2 clusters Score -1.041617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -10383246.000000 Penalty: 5420.681641
	Iteration 0F: 3 clusters Score -1.038325e+07 nChanged 26006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -10397675.000000 Penalty: 5420.681641
	Iteration 1F: 3 clusters Score -1.039768e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -10398384.000000 Penalty: 5420.681641
	Iteration 2Q: 3 clusters Score -1.039838e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -10399311.000000 Penalty: 5420.681641
	Iteration 3Q: 3 clusters Score -1.039931e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -10400304.000000 Penalty: 5420.681641
	Iteration 4Q: 3 clusters Score -1.04003e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -10401701.000000 Penalty: 5420.681641
	Iteration 5Q: 3 clusters Score -1.04017e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -10403637.000000 Penalty: 5420.681641
	Iteration 6F: 3 clusters Score -1.040364e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -10406098.000000 Penalty: 5420.681641
	Iteration 7F: 3 clusters Score -1.04061e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -10408571.000000 Penalty: 5420.681641
	Iteration 8F: 3 clusters Score -1.040857e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -10410854.000000 Penalty: 5420.681641
	Iteration 9F: 3 clusters Score -1.041085e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -10412862.000000 Penalty: 5420.681641
	Iteration 10Q: 3 clusters Score -1.041286e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -10413990.000000 Penalty: 5420.681641
	Iteration 11Q: 3 clusters Score -1.041399e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -10414872.000000 Penalty: 5420.681641
	Iteration 12Q: 3 clusters Score -1.041487e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -10415609.000000 Penalty: 5420.681641
	Iteration 13Q: 3 clusters Score -1.041561e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -10416453.000000 Penalty: 5420.681641
	Iteration 14Q: 3 clusters Score -1.041645e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -10416919.000000 Penalty: 5420.681641
	Iteration 15Q: 3 clusters Score -1.041692e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -10417285.000000 Penalty: 5420.681641
	Iteration 16Q: 3 clusters Score -1.041728e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -10417448.000000 Penalty: 5420.681641
	Iteration 17Q: 3 clusters Score -1.041745e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -10417557.000000 Penalty: 5420.681641
	Iteration 18Q: 3 clusters Score -1.041756e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -10417593.000000 Penalty: 5420.681641
	Iteration 19Q: 3 clusters Score -1.041759e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -10417661.000000 Penalty: 5420.681641
	Iteration 20F: 3 clusters Score -1.041766e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -10417672.000000 Penalty: 5420.681641
	Iteration 21Q: 3 clusters Score -1.041767e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -10417719.000000 Penalty: 5420.681641
	Iteration 22Q: 3 clusters Score -1.041772e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -10417733.000000 Penalty: 5420.681641
	Iteration 23Q: 3 clusters Score -1.041773e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -10417738.000000 Penalty: 5420.681641
	Iteration 24Q: 3 clusters Score -1.041774e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -10417747.000000 Penalty: 5420.681641
	Iteration 25Q: 3 clusters Score -1.041775e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -10417766.000000 Penalty: 5420.681641
	Iteration 26Q: 3 clusters Score -1.041777e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -10417762.000000 Penalty: 5420.681641
	Iteration 27Q: 3 clusters Score -1.041776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -10417764.000000 Penalty: 5420.681641
	Iteration 28Q: 3 clusters Score -1.041776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -10417768.000000 Penalty: 5420.681641
	Iteration 29Q: 3 clusters Score -1.041777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -10417754.000000 Penalty: 5420.681641
	Iteration 30Q: 3 clusters Score -1.041775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -10417766.000000 Penalty: 5420.681641
	Iteration 31Q: 3 clusters Score -1.041777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -10417763.000000 Penalty: 5420.681641
	Iteration 32Q: 3 clusters Score -1.041776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -10417765.000000 Penalty: 5420.681641
	Iteration 33Q: 3 clusters Score -1.041776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -10417775.000000 Penalty: 5420.681641
	Iteration 34Q: 3 clusters Score -1.041778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -10417773.000000 Penalty: 5420.681641
	Iteration 35Q: 3 clusters Score -1.041777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -10417769.000000 Penalty: 5420.681641
	Iteration 36Q: 3 clusters Score -1.041777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -10417769.000000 Penalty: 5420.681641
	Iteration 37Q: 3 clusters Score -1.041777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -10417760.000000 Penalty: 5420.681641
	Iteration 38Q: 3 clusters Score -1.041776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -10417764.000000 Penalty: 5420.681641
	Iteration 39Q: 3 clusters Score -1.041776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -10417761.000000 Penalty: 5420.681641
	Iteration 40F: 3 clusters Score -1.041776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -10417758.000000 Penalty: 5420.681641
	Iteration 41Q: 3 clusters Score -1.041776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -10417759.000000 Penalty: 5420.681641
	Iteration 42Q: 3 clusters Score -1.041776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -10417764.000000 Penalty: 5420.681641
	Iteration 43Q: 3 clusters Score -1.041776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -10417786.000000 Penalty: 5420.681641
	Iteration 44Q: 3 clusters Score -1.041779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -10417780.000000 Penalty: 5420.681641
	Iteration 45Q: 3 clusters Score -1.041778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -10417777.000000 Penalty: 5420.681641
	Iteration 46Q: 3 clusters Score -1.041778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -10417772.000000 Penalty: 5420.681641
	Iteration 47Q: 3 clusters Score -1.041777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -10417784.000000 Penalty: 5420.681641
	Iteration 48Q: 3 clusters Score -1.041778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -10417768.000000 Penalty: 5420.681641
	Iteration 49Q: 3 clusters Score -1.041777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -10417770.000000 Penalty: 5420.681641
	Iteration 50Q: 3 clusters Score -1.041777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -10417797.000000 Penalty: 5420.681641
	Iteration 51Q: 3 clusters Score -1.04178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -10417799.000000 Penalty: 5420.681641
	Iteration 52Q: 3 clusters Score -1.04178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -10417786.000000 Penalty: 5420.681641
	Iteration 53Q: 3 clusters Score -1.041779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -10417786.000000 Penalty: 5420.681641
	Iteration 54Q: 3 clusters Score -1.041779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -10417796.000000 Penalty: 5420.681641
	Iteration 55Q: 3 clusters Score -1.04178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -10417783.000000 Penalty: 5420.681641
	Iteration 56Q: 3 clusters Score -1.041778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -10417787.000000 Penalty: 5420.681641
	Iteration 57Q: 3 clusters Score -1.041779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -10417785.000000 Penalty: 5420.681641
	Iteration 58Q: 3 clusters Score -1.041778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -10417787.000000 Penalty: 5420.681641
	Iteration 59Q: 3 clusters Score -1.041779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -10417782.000000 Penalty: 5420.681641
	Iteration 60F: 3 clusters Score -1.041778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -10417779.000000 Penalty: 5420.681641
	Iteration 61Q: 3 clusters Score -1.041778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -10417784.000000 Penalty: 5420.681641
	Iteration 62Q: 3 clusters Score -1.041778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -10417781.000000 Penalty: 5420.681641
	Iteration 63Q: 3 clusters Score -1.041778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -10417782.000000 Penalty: 5420.681641
	Iteration 64Q: 3 clusters Score -1.041778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -10417782.000000 Penalty: 5420.681641
	Iteration 65F: 3 clusters Score -1.041778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47691 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11703 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 27671 members 
Mstep: Class 15 contains 46861 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28463 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 8642 members 
Mstep: Class 22 contains 31515 members 
Mstep: Class 23 contains 37618 members 
Mstep: Class 24 contains 29525 members 
Mstep: Class 25 contains 3992 members 
Mstep: Class 26 contains 12804 members 
Mstep: Class 27 contains 26968 members 
Mstep: Class 28 contains 26282 members 
Mstep: Class 29 contains 24738 members 
Mstep: Class 30 contains 12754 members 
Mstep: Class 31 contains 30362 members 
Mstep: Class 32 contains 28776 members 
Mstep: Class 33 contains 35513 members 
Mstep: Class 34 contains 34253 members 
Mstep: Class 35 contains 39760 members 
Mstep: Class 36 contains 21506 members 
Entering Unmasked Estep 
Score: -110188176.000000 Penalty: 118823.109375
Splitting cluster 34 changes total score from -110175480.000000 to -110188176.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47691 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11703 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 27671 members 
Mstep: Class 15 contains 46861 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28463 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 8642 members 
Mstep: Class 22 contains 31515 members 
Mstep: Class 23 contains 37618 members 
Mstep: Class 24 contains 29525 members 
Mstep: Class 25 contains 3992 members 
Mstep: Class 26 contains 12804 members 
Mstep: Class 27 contains 26968 members 
Mstep: Class 28 contains 26282 members 
Mstep: Class 29 contains 24738 members 
Mstep: Class 30 contains 12754 members 
Mstep: Class 31 contains 30362 members 
Mstep: Class 32 contains 28776 members 
Mstep: Class 33 contains 35513 members 
Mstep: Class 34 contains 34253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190112.000000 Penalty: 118823.109375
Iteration 479Q: 37 clusters Score -1.101901e+08 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2235 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47544 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 11668 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 4072 members 
Mstep: Class 14 contains 27682 members 
Mstep: Class 15 contains 45418 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28579 members 
Mstep: Class 19 contains 4868 members 
Mstep: Class 20 contains 9229 members 
Mstep: Class 21 contains 8629 members 
Mstep: Class 22 contains 31507 members 
Mstep: Class 23 contains 37610 members 
Mstep: Class 24 contains 29508 members 
Mstep: Class 25 contains 3983 members 
Mstep: Class 26 contains 12785 members 
Mstep: Class 27 contains 26940 members 
Mstep: Class 28 contains 26360 members 
Mstep: Class 29 contains 24680 members 
Mstep: Class 30 contains 12869 members 
Mstep: Class 31 contains 30402 members 
Mstep: Class 32 contains 30852 members 
Mstep: Class 33 contains 35463 members 
Mstep: Class 34 contains 34240 members 
Mstep: Class 35 contains 39756 members 
Mstep: Class 36 contains 21078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3119.004639 but Gain 3300.640625
Score: -110193528.000000 Penalty: 115522.468750
Iteration 480F: 36 clusters Score -1.101935e+08 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 47014 members 
Mstep: Class 8 contains 11786 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 27655 members 
Mstep: Class 15 contains 45596 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28254 members 
Mstep: Class 19 contains 4712 members 
Mstep: Class 20 contains 9133 members 
Mstep: Class 21 contains 8674 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 37617 members 
Mstep: Class 24 contains 29525 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 12770 members 
Mstep: Class 27 contains 26812 members 
Mstep: Class 28 contains 26765 members 
Mstep: Class 29 contains 24724 members 
Mstep: Class 30 contains 12891 members 
Mstep: Class 31 contains 30712 members 
Mstep: Class 32 contains 32357 members 
Mstep: Class 33 contains 34496 members 
Mstep: Class 34 contains 34293 members 
Mstep: Class 35 contains 40920 members 
Mstep: Class 36 contains 21287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110196064.000000 Penalty: 115522.468750
Iteration 481Q: 36 clusters Score -1.101961e+08 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46693 members 
Mstep: Class 8 contains 11793 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 27634 members 
Mstep: Class 15 contains 45384 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 28025 members 
Mstep: Class 19 contains 4612 members 
Mstep: Class 20 contains 9081 members 
Mstep: Class 21 contains 8686 members 
Mstep: Class 22 contains 31753 members 
Mstep: Class 23 contains 37616 members 
Mstep: Class 24 contains 29521 members 
Mstep: Class 25 contains 4016 members 
Mstep: Class 26 contains 12765 members 
Mstep: Class 27 contains 26712 members 
Mstep: Class 28 contains 26870 members 
Mstep: Class 29 contains 24752 members 
Mstep: Class 30 contains 12938 members 
Mstep: Class 31 contains 30905 members 
Mstep: Class 32 contains 33923 members 
Mstep: Class 33 contains 33230 members 
Mstep: Class 34 contains 34336 members 
Mstep: Class 35 contains 41507 members 
Mstep: Class 36 contains 21051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110196384.000000 Penalty: 115522.468750
Iteration 482Q: 36 clusters Score -1.101964e+08 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 46487 members 
Mstep: Class 8 contains 11789 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 14 contains 27613 members 
Mstep: Class 15 contains 44860 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 27806 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 9047 members 
Mstep: Class 21 contains 8730 members 
Mstep: Class 22 contains 31755 members 
Mstep: Class 23 contains 37624 members 
Mstep: Class 24 contains 29475 members 
Mstep: Class 25 contains 4026 members 
Mstep: Class 26 contains 12793 members 
Mstep: Class 27 contains 26914 members 
Mstep: Class 28 contains 26975 members 
Mstep: Class 29 contains 24788 members 
Mstep: Class 30 contains 13014 members 
Mstep: Class 31 contains 31093 members 
Mstep: Class 32 contains 35543 members 
Mstep: Class 33 contains 31993 members 
Mstep: Class 34 contains 34303 members 
Mstep: Class 35 contains 41972 members 
Mstep: Class 36 contains 20704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110197040.000000 Penalty: 115522.468750
Iteration 483Q: 36 clusters Score -1.10197e+08 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 46295 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4659 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 27595 members 
Mstep: Class 15 contains 44036 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 27609 members 
Mstep: Class 19 contains 4459 members 
Mstep: Class 20 contains 9010 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 31792 members 
Mstep: Class 23 contains 37629 members 
Mstep: Class 24 contains 29449 members 
Mstep: Class 25 contains 4027 members 
Mstep: Class 26 contains 12793 members 
Mstep: Class 27 contains 27173 members 
Mstep: Class 28 contains 27070 members 
Mstep: Class 29 contains 24832 members 
Mstep: Class 30 contains 13135 members 
Mstep: Class 31 contains 31276 members 
Mstep: Class 32 contains 37031 members 
Mstep: Class 33 contains 31073 members 
Mstep: Class 34 contains 34298 members 
Mstep: Class 35 contains 42511 members 
Mstep: Class 36 contains 20256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110197352.000000 Penalty: 115522.468750
Iteration 484Q: 36 clusters Score -1.101974e+08 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2357 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 46148 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 3952 members 
Mstep: Class 14 contains 27578 members 
Mstep: Class 15 contains 43025 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 27433 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 8972 members 
Mstep: Class 21 contains 8729 members 
Mstep: Class 22 contains 31820 members 
Mstep: Class 23 contains 37643 members 
Mstep: Class 24 contains 29444 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 12748 members 
Mstep: Class 27 contains 27389 members 
Mstep: Class 28 contains 27157 members 
Mstep: Class 29 contains 24932 members 
Mstep: Class 30 contains 13219 members 
Mstep: Class 31 contains 31398 members 
Mstep: Class 32 contains 38535 members 
Mstep: Class 33 contains 30241 members 
Mstep: Class 34 contains 34270 members 
Mstep: Class 35 contains 43254 members 
Mstep: Class 36 contains 19742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110196984.000000 Penalty: 115522.468750
Iteration 485Q: 36 clusters Score -1.10197e+08 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 46042 members 
Mstep: Class 8 contains 11798 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4660 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 3934 members 
Mstep: Class 14 contains 27567 members 
Mstep: Class 15 contains 41997 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 27310 members 
Mstep: Class 19 contains 4318 members 
Mstep: Class 20 contains 8933 members 
Mstep: Class 21 contains 8753 members 
Mstep: Class 22 contains 31797 members 
Mstep: Class 23 contains 37655 members 
Mstep: Class 24 contains 29426 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 12705 members 
Mstep: Class 27 contains 27555 members 
Mstep: Class 28 contains 27253 members 
Mstep: Class 29 contains 24989 members 
Mstep: Class 30 contains 13342 members 
Mstep: Class 31 contains 31585 members 
Mstep: Class 32 contains 40156 members 
Mstep: Class 33 contains 29328 members 
Mstep: Class 34 contains 34371 members 
Mstep: Class 35 contains 43825 members 
Mstep: Class 36 contains 19198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110197328.000000 Penalty: 115522.468750
Iteration 486Q: 36 clusters Score -1.101973e+08 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2318 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45920 members 
Mstep: Class 8 contains 11800 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 27563 members 
Mstep: Class 15 contains 40790 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 27211 members 
Mstep: Class 19 contains 4253 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 8777 members 
Mstep: Class 22 contains 31765 members 
Mstep: Class 23 contains 37663 members 
Mstep: Class 24 contains 29389 members 
Mstep: Class 25 contains 4046 members 
Mstep: Class 26 contains 12642 members 
Mstep: Class 27 contains 27795 members 
Mstep: Class 28 contains 27342 members 
Mstep: Class 29 contains 25111 members 
Mstep: Class 30 contains 13466 members 
Mstep: Class 31 contains 31838 members 
Mstep: Class 32 contains 41900 members 
Mstep: Class 33 contains 28353 members 
Mstep: Class 34 contains 34496 members 
Mstep: Class 35 contains 44323 members 
Mstep: Class 36 contains 18644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110197424.000000 Penalty: 115522.468750
Iteration 487Q: 36 clusters Score -1.101974e+08 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45814 members 
Mstep: Class 8 contains 11799 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4665 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 27572 members 
Mstep: Class 15 contains 39626 members 
Mstep: Class 16 contains 833 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 27110 members 
Mstep: Class 19 contains 4209 members 
Mstep: Class 20 contains 8850 members 
Mstep: Class 21 contains 8803 members 
Mstep: Class 22 contains 31715 members 
Mstep: Class 23 contains 37666 members 
Mstep: Class 24 contains 29380 members 
Mstep: Class 25 contains 4044 members 
Mstep: Class 26 contains 12606 members 
Mstep: Class 27 contains 27979 members 
Mstep: Class 28 contains 27430 members 
Mstep: Class 29 contains 25218 members 
Mstep: Class 30 contains 13564 members 
Mstep: Class 31 contains 32141 members 
Mstep: Class 32 contains 43602 members 
Mstep: Class 33 contains 27611 members 
Mstep: Class 34 contains 34472 members 
Mstep: Class 35 contains 44737 members 
Mstep: Class 36 contains 18068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110197416.000000 Penalty: 115522.468750
Iteration 488Q: 36 clusters Score -1.101974e+08 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45726 members 
Mstep: Class 8 contains 11789 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 3837 members 
Mstep: Class 14 contains 27561 members 
Mstep: Class 15 contains 38599 members 
Mstep: Class 16 contains 833 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 27011 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 8821 members 
Mstep: Class 21 contains 8847 members 
Mstep: Class 22 contains 31616 members 
Mstep: Class 23 contains 37661 members 
Mstep: Class 24 contains 29379 members 
Mstep: Class 25 contains 4048 members 
Mstep: Class 26 contains 12573 members 
Mstep: Class 27 contains 28068 members 
Mstep: Class 28 contains 27533 members 
Mstep: Class 29 contains 25280 members 
Mstep: Class 30 contains 13649 members 
Mstep: Class 31 contains 32423 members 
Mstep: Class 32 contains 45100 members 
Mstep: Class 33 contains 27033 members 
Mstep: Class 34 contains 34403 members 
Mstep: Class 35 contains 45337 members 
Mstep: Class 36 contains 17436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110197800.000000 Penalty: 115522.468750
Iteration 489Q: 36 clusters Score -1.101978e+08 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2289 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45627 members 
Mstep: Class 8 contains 11783 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4670 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 27552 members 
Mstep: Class 15 contains 37772 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 26871 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 20 contains 8810 members 
Mstep: Class 21 contains 8894 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 37666 members 
Mstep: Class 24 contains 29375 members 
Mstep: Class 25 contains 4045 members 
Mstep: Class 26 contains 12564 members 
Mstep: Class 27 contains 28127 members 
Mstep: Class 28 contains 27631 members 
Mstep: Class 29 contains 25304 members 
Mstep: Class 30 contains 13770 members 
Mstep: Class 31 contains 32644 members 
Mstep: Class 32 contains 46579 members 
Mstep: Class 33 contains 26398 members 
Mstep: Class 34 contains 34386 members 
Mstep: Class 35 contains 45742 members 
Mstep: Class 36 contains 16846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110197472.000000 Penalty: 115522.468750
Iteration 490Q: 36 clusters Score -1.101975e+08 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45538 members 
Mstep: Class 8 contains 11778 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 27539 members 
Mstep: Class 15 contains 36160 members 
Mstep: Class 16 contains 833 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 26742 members 
Mstep: Class 19 contains 4120 members 
Mstep: Class 20 contains 8787 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 31554 members 
Mstep: Class 23 contains 37669 members 
Mstep: Class 24 contains 29375 members 
Mstep: Class 25 contains 4045 members 
Mstep: Class 26 contains 12541 members 
Mstep: Class 27 contains 28291 members 
Mstep: Class 28 contains 27720 members 
Mstep: Class 29 contains 25361 members 
Mstep: Class 30 contains 13908 members 
Mstep: Class 31 contains 32873 members 
Mstep: Class 32 contains 47855 members 
Mstep: Class 33 contains 26027 members 
Mstep: Class 34 contains 34131 members 
Mstep: Class 35 contains 46913 members 
Mstep: Class 36 contains 16282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110197352.000000 Penalty: 115522.468750
Iteration 491Q: 36 clusters Score -1.101974e+08 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45434 members 
Mstep: Class 8 contains 11771 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4673 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 3755 members 
Mstep: Class 14 contains 27534 members 
Mstep: Class 15 contains 34459 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 26609 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 8744 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 31540 members 
Mstep: Class 23 contains 37671 members 
Mstep: Class 24 contains 29373 members 
Mstep: Class 25 contains 4045 members 
Mstep: Class 26 contains 12507 members 
Mstep: Class 27 contains 28304 members 
Mstep: Class 28 contains 27810 members 
Mstep: Class 29 contains 25464 members 
Mstep: Class 30 contains 14061 members 
Mstep: Class 31 contains 33127 members 
Mstep: Class 32 contains 47773 members 
Mstep: Class 33 contains 25858 members 
Mstep: Class 34 contains 33958 members 
Mstep: Class 35 contains 48778 members 
Mstep: Class 36 contains 16235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110195408.000000 Penalty: 115522.468750
Iteration 492Q: 36 clusters Score -1.101954e+08 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 8 contains 11754 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4674 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 27536 members 
Mstep: Class 15 contains 33380 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 26493 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 8732 members 
Mstep: Class 21 contains 9072 members 
Mstep: Class 22 contains 31465 members 
Mstep: Class 23 contains 37673 members 
Mstep: Class 24 contains 29376 members 
Mstep: Class 25 contains 4053 members 
Mstep: Class 26 contains 12492 members 
Mstep: Class 27 contains 28275 members 
Mstep: Class 28 contains 27887 members 
Mstep: Class 29 contains 25575 members 
Mstep: Class 30 contains 14308 members 
Mstep: Class 31 contains 33405 members 
Mstep: Class 32 contains 45662 members 
Mstep: Class 33 contains 25924 members 
Mstep: Class 34 contains 33659 members 
Mstep: Class 35 contains 51279 members 
Mstep: Class 36 contains 16625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110196056.000000 Penalty: 115522.468750
Iteration 493Q: 36 clusters Score -1.101961e+08 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45386 members 
Mstep: Class 8 contains 11734 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4676 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 3715 members 
Mstep: Class 14 contains 27521 members 
Mstep: Class 15 contains 32932 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 26390 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 8720 members 
Mstep: Class 21 contains 9142 members 
Mstep: Class 22 contains 31400 members 
Mstep: Class 23 contains 37668 members 
Mstep: Class 24 contains 29365 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 12467 members 
Mstep: Class 27 contains 28172 members 
Mstep: Class 28 contains 27966 members 
Mstep: Class 29 contains 25740 members 
Mstep: Class 30 contains 14585 members 
Mstep: Class 31 contains 33738 members 
Mstep: Class 32 contains 44163 members 
Mstep: Class 33 contains 26214 members 
Mstep: Class 34 contains 33213 members 
Mstep: Class 35 contains 52578 members 
Mstep: Class 36 contains 16890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110195128.000000 Penalty: 115522.468750
Iteration 494Q: 36 clusters Score -1.101951e+08 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45374 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 4680 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 27501 members 
Mstep: Class 15 contains 32585 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 26311 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 8714 members 
Mstep: Class 21 contains 9260 members 
Mstep: Class 22 contains 31276 members 
Mstep: Class 23 contains 37654 members 
Mstep: Class 24 contains 29352 members 
Mstep: Class 25 contains 4063 members 
Mstep: Class 26 contains 12458 members 
Mstep: Class 27 contains 28087 members 
Mstep: Class 28 contains 28044 members 
Mstep: Class 29 contains 25776 members 
Mstep: Class 30 contains 14798 members 
Mstep: Class 31 contains 34084 members 
Mstep: Class 32 contains 42965 members 
Mstep: Class 33 contains 26475 members 
Mstep: Class 34 contains 32908 members 
Mstep: Class 35 contains 53596 members 
Mstep: Class 36 contains 17072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194760.000000 Penalty: 115522.468750
Iteration 495Q: 36 clusters Score -1.101948e+08 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45369 members 
Mstep: Class 8 contains 11654 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 4682 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 27491 members 
Mstep: Class 15 contains 32141 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 26255 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 8708 members 
Mstep: Class 21 contains 9372 members 
Mstep: Class 22 contains 31124 members 
Mstep: Class 23 contains 37633 members 
Mstep: Class 24 contains 29359 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 12475 members 
Mstep: Class 27 contains 27972 members 
Mstep: Class 28 contains 28142 members 
Mstep: Class 29 contains 25810 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 34436 members 
Mstep: Class 32 contains 41542 members 
Mstep: Class 33 contains 26744 members 
Mstep: Class 34 contains 32645 members 
Mstep: Class 35 contains 54779 members 
Mstep: Class 36 contains 17361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193696.000000 Penalty: 115522.468750
Iteration 496Q: 36 clusters Score -1.101937e+08 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45388 members 
Mstep: Class 8 contains 11609 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 27491 members 
Mstep: Class 15 contains 31908 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 26193 members 
Mstep: Class 19 contains 4135 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 21 contains 9439 members 
Mstep: Class 22 contains 30996 members 
Mstep: Class 23 contains 37624 members 
Mstep: Class 24 contains 29370 members 
Mstep: Class 25 contains 4060 members 
Mstep: Class 26 contains 12473 members 
Mstep: Class 27 contains 27788 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 25806 members 
Mstep: Class 30 contains 15241 members 
Mstep: Class 31 contains 34809 members 
Mstep: Class 32 contains 40055 members 
Mstep: Class 33 contains 27016 members 
Mstep: Class 34 contains 32453 members 
Mstep: Class 35 contains 55670 members 
Mstep: Class 36 contains 17787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192680.000000 Penalty: 115522.468750
Iteration 497Q: 36 clusters Score -1.101927e+08 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45428 members 
Mstep: Class 8 contains 11585 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 4691 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 27471 members 
Mstep: Class 15 contains 31583 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 26162 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 8695 members 
Mstep: Class 21 contains 9549 members 
Mstep: Class 22 contains 30842 members 
Mstep: Class 23 contains 37599 members 
Mstep: Class 24 contains 29378 members 
Mstep: Class 25 contains 4045 members 
Mstep: Class 26 contains 12455 members 
Mstep: Class 27 contains 27750 members 
Mstep: Class 28 contains 28327 members 
Mstep: Class 29 contains 25790 members 
Mstep: Class 30 contains 15420 members 
Mstep: Class 31 contains 34992 members 
Mstep: Class 32 contains 38364 members 
Mstep: Class 33 contains 27366 members 
Mstep: Class 34 contains 32323 members 
Mstep: Class 35 contains 56742 members 
Mstep: Class 36 contains 18286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191784.000000 Penalty: 115522.468750
Iteration 498Q: 36 clusters Score -1.101918e+08 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2280 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45452 members 
Mstep: Class 8 contains 11554 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 4694 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 3589 members 
Mstep: Class 14 contains 27450 members 
Mstep: Class 15 contains 31338 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 26117 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 8690 members 
Mstep: Class 21 contains 9621 members 
Mstep: Class 22 contains 30627 members 
Mstep: Class 23 contains 37566 members 
Mstep: Class 24 contains 29378 members 
Mstep: Class 25 contains 4045 members 
Mstep: Class 26 contains 12447 members 
Mstep: Class 27 contains 27819 members 
Mstep: Class 28 contains 28407 members 
Mstep: Class 29 contains 25737 members 
Mstep: Class 30 contains 15586 members 
Mstep: Class 31 contains 35165 members 
Mstep: Class 32 contains 37064 members 
Mstep: Class 33 contains 27573 members 
Mstep: Class 34 contains 32286 members 
Mstep: Class 35 contains 57445 members 
Mstep: Class 36 contains 18807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191104.000000 Penalty: 115522.468750
Iteration 499Q: 36 clusters Score -1.101911e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 45459 members 
Mstep: Class 8 contains 11519 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 4697 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 14 contains 27414 members 
Mstep: Class 15 contains 31124 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 26081 members 
Mstep: Class 19 contains 4120 members 
Mstep: Class 20 contains 8691 members 
Mstep: Class 21 contains 9640 members 
Mstep: Class 22 contains 30435 members 
Mstep: Class 23 contains 37547 members 
Mstep: Class 24 contains 29381 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 12426 members 
Mstep: Class 27 contains 27974 members 
Mstep: Class 28 contains 28495 members 
Mstep: Class 29 contains 25727 members 
Mstep: Class 30 contains 15726 members 
Mstep: Class 31 contains 35344 members 
Mstep: Class 32 contains 36076 members 
Mstep: Class 33 contains 27789 members 
Mstep: Class 34 contains 32344 members 
Mstep: Class 35 contains 57625 members 
Mstep: Class 36 contains 19362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191448.000000 Penalty: 115522.468750
Iteration 500F: 36 clusters Score -1.101914e+08 nChanged 4373
Maximum iterations exceeded
--- Evaluating fit on full set of 1807857 points ---
Entering Unmasked Estep 
Score: -333173152.000000 Penalty: 125058.429688
23->36 Clusters: Score -333173152.000000, best is -333295584.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 602619 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 26677 members 
Mstep: Class 3 contains 26008 members 
Mstep: Class 4 contains 26162 members 
Mstep: Class 5 contains 26270 members 
Mstep: Class 6 contains 26574 members 
Mstep: Class 7 contains 26343 members 
Mstep: Class 8 contains 26162 members 
Mstep: Class 9 contains 26101 members 
Mstep: Class 10 contains 26001 members 
Mstep: Class 11 contains 26147 members 
Mstep: Class 12 contains 26348 members 
Mstep: Class 13 contains 26275 members 
Mstep: Class 14 contains 26155 members 
Mstep: Class 15 contains 26265 members 
Mstep: Class 16 contains 26368 members 
Mstep: Class 17 contains 26119 members 
Mstep: Class 18 contains 25940 members 
Mstep: Class 19 contains 26375 members 
Mstep: Class 20 contains 26191 members 
Mstep: Class 21 contains 26203 members 
Mstep: Class 22 contains 25787 members 
Mstep: Class 23 contains 26263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1316.799316 but Gain 3300.640625
Score: -104555048.000000 Penalty: 72614.125000
Iteration 0F: 23 clusters Score -1.04555e+08 nChanged 576233
Entering Unmasked Mstep 
Mstep: Class 0 contains 1752 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18885 members 
Mstep: Class 3 contains 3906 members 
Mstep: Class 4 contains 42007 members 
Mstep: Class 5 contains 14514 members 
Mstep: Class 6 contains 44331 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 85269 members 
Mstep: Class 9 contains 47355 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 11072 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 33086 members 
Mstep: Class 14 contains 11258 members 
Mstep: Class 16 contains 6124 members 
Mstep: Class 17 contains 16943 members 
Mstep: Class 18 contains 6372 members 
Mstep: Class 19 contains 17048 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 9650 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 203406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 516.651917 but Gain 3300.640625
Score: -108925640.000000 Penalty: 69313.484375
Iteration 1F: 22 clusters Score -1.089256e+08 nChanged 252669
Entering Unmasked Mstep 
Mstep: Class 0 contains 1487 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7189 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 37159 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 81695 members 
Mstep: Class 7 contains 8657 members 
Mstep: Class 8 contains 141411 members 
Mstep: Class 9 contains 88657 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 1060 members 
Mstep: Class 13 contains 45697 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 9187 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 9210 members 
Mstep: Class 20 contains 1265 members 
Mstep: Class 21 contains 3686 members 
Mstep: Class 23 contains 143781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 672.133240 but Gain 3300.648438
Score: -109323616.000000 Penalty: 66012.835938
Iteration 2F: 21 clusters Score -1.093236e+08 nChanged 209119
Entering Unmasked Mstep 
Mstep: Class 0 contains 857 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 570 members 
Mstep: Class 4 contains 47390 members 
Mstep: Class 5 contains 8878 members 
Mstep: Class 6 contains 117109 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 86165 members 
Mstep: Class 9 contains 113292 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 73589 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 6987 members 
Mstep: Class 18 contains 2492 members 
Mstep: Class 19 contains 8293 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 23 contains 103451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 995.314514 but Gain 3300.640625
Score: -109487384.000000 Penalty: 62712.195312
Iteration 3F: 20 clusters Score -1.094874e+08 nChanged 179569
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 4 contains 70424 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 80847 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 87435 members 
Mstep: Class 9 contains 84661 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 12 contains 833 members 
Mstep: Class 13 contains 123028 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 17 contains 5916 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 8024 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 23 contains 94277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1113.852173 but Gain 3300.640625
Score: -109584696.000000 Penalty: 59411.554688
Iteration 4F: 19 clusters Score -1.095847e+08 nChanged 157157
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18211 members 
Mstep: Class 4 contains 113814 members 
Mstep: Class 5 contains 10337 members 
Mstep: Class 6 contains 85140 members 
Mstep: Class 7 contains 6065 members 
Mstep: Class 8 contains 73919 members 
Mstep: Class 9 contains 84641 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 12 contains 1075 members 
Mstep: Class 13 contains 94289 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 17 contains 5291 members 
Mstep: Class 18 contains 2608 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 1511 members 
Mstep: Class 21 contains 2077 members 
Mstep: Class 23 contains 89257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1477.045532 but Gain 3300.640625
Score: -109636824.000000 Penalty: 56110.914062
Iteration 5F: 18 clusters Score -1.096368e+08 nChanged 113021
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 20602 members 
Mstep: Class 4 contains 121929 members 
Mstep: Class 5 contains 11115 members 
Mstep: Class 6 contains 80217 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 79125 members 
Mstep: Class 9 contains 80643 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 93738 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 17 contains 5043 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 8898 members 
Mstep: Class 20 contains 1566 members 
Mstep: Class 21 contains 1722 members 
Mstep: Class 23 contains 83274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1804.462158 but Gain 3300.644531
Score: -109670848.000000 Penalty: 52810.269531
Iteration 6F: 17 clusters Score -1.096708e+08 nChanged 69280
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23396 members 
Mstep: Class 4 contains 116998 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 81876 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 79246 members 
Mstep: Class 9 contains 81727 members 
Mstep: Class 12 contains 1384 members 
Mstep: Class 13 contains 94575 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 10144 members 
Mstep: Class 20 contains 1590 members 
Mstep: Class 23 contains 80185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2603.821777 but Gain 3300.640625
Score: -109712512.000000 Penalty: 49509.628906
Iteration 7F: 16 clusters Score -1.097125e+08 nChanged 61407
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 25990 members 
Mstep: Class 4 contains 115790 members 
Mstep: Class 5 contains 13914 members 
Mstep: Class 6 contains 83102 members 
Mstep: Class 7 contains 8503 members 
Mstep: Class 8 contains 78193 members 
Mstep: Class 9 contains 82658 members 
Mstep: Class 12 contains 1484 members 
Mstep: Class 13 contains 93542 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 1607 members 
Mstep: Class 23 contains 77454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109749000.000000 Penalty: 49509.628906
Iteration 8F: 16 clusters Score -1.09749e+08 nChanged 57163
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 27866 members 
Mstep: Class 4 contains 112568 members 
Mstep: Class 5 contains 15278 members 
Mstep: Class 6 contains 83980 members 
Mstep: Class 7 contains 9808 members 
Mstep: Class 8 contains 78176 members 
Mstep: Class 9 contains 82645 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 92444 members 
Mstep: Class 17 contains 5017 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 12669 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 23 contains 75217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109783808.000000 Penalty: 49509.628906
Iteration 9F: 16 clusters Score -1.097838e+08 nChanged 54728
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 29654 members 
Mstep: Class 4 contains 110021 members 
Mstep: Class 5 contains 16810 members 
Mstep: Class 6 contains 84964 members 
Mstep: Class 7 contains 11432 members 
Mstep: Class 8 contains 78077 members 
Mstep: Class 9 contains 82605 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 90230 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 23 contains 73037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109812720.000000 Penalty: 49509.628906
Iteration 10F: 16 clusters Score -1.098127e+08 nChanged 51095
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 31276 members 
Mstep: Class 4 contains 107162 members 
Mstep: Class 5 contains 18624 members 
Mstep: Class 6 contains 85815 members 
Mstep: Class 7 contains 13359 members 
Mstep: Class 8 contains 78059 members 
Mstep: Class 9 contains 82262 members 
Mstep: Class 12 contains 1614 members 
Mstep: Class 13 contains 87760 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 15454 members 
Mstep: Class 20 contains 1602 members 
Mstep: Class 23 contains 71369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109841880.000000 Penalty: 49509.628906
Iteration 11F: 16 clusters Score -1.098419e+08 nChanged 45863
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 32774 members 
Mstep: Class 4 contains 103478 members 
Mstep: Class 5 contains 20783 members 
Mstep: Class 6 contains 86090 members 
Mstep: Class 7 contains 15836 members 
Mstep: Class 8 contains 77567 members 
Mstep: Class 9 contains 81500 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 86039 members 
Mstep: Class 17 contains 4112 members 
Mstep: Class 18 contains 2696 members 
Mstep: Class 19 contains 16924 members 
Mstep: Class 20 contains 1599 members 
Mstep: Class 23 contains 70503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109868272.000000 Penalty: 49509.628906
Iteration 12F: 16 clusters Score -1.098683e+08 nChanged 40740
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 34127 members 
Mstep: Class 4 contains 100698 members 
Mstep: Class 5 contains 23234 members 
Mstep: Class 6 contains 85883 members 
Mstep: Class 7 contains 18775 members 
Mstep: Class 8 contains 76606 members 
Mstep: Class 9 contains 80334 members 
Mstep: Class 12 contains 1647 members 
Mstep: Class 13 contains 83501 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 2732 members 
Mstep: Class 19 contains 18474 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 23 contains 70249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109888608.000000 Penalty: 49509.628906
Iteration 13F: 16 clusters Score -1.098886e+08 nChanged 36130
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 35229 members 
Mstep: Class 4 contains 97434 members 
Mstep: Class 5 contains 26184 members 
Mstep: Class 6 contains 84855 members 
Mstep: Class 7 contains 22444 members 
Mstep: Class 8 contains 75582 members 
Mstep: Class 9 contains 78559 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 81277 members 
Mstep: Class 17 contains 3264 members 
Mstep: Class 18 contains 2779 members 
Mstep: Class 19 contains 20195 members 
Mstep: Class 20 contains 1593 members 
Mstep: Class 23 contains 70527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109907744.000000 Penalty: 49509.628906
Iteration 14F: 16 clusters Score -1.099077e+08 nChanged 33921
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36169 members 
Mstep: Class 4 contains 93620 members 
Mstep: Class 5 contains 29792 members 
Mstep: Class 6 contains 83453 members 
Mstep: Class 7 contains 27018 members 
Mstep: Class 8 contains 74161 members 
Mstep: Class 9 contains 76713 members 
Mstep: Class 12 contains 1658 members 
Mstep: Class 13 contains 78977 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 22033 members 
Mstep: Class 20 contains 1597 members 
Mstep: Class 23 contains 70722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109928168.000000 Penalty: 49509.628906
Iteration 15F: 16 clusters Score -1.099282e+08 nChanged 33401
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36707 members 
Mstep: Class 4 contains 90244 members 
Mstep: Class 5 contains 33968 members 
Mstep: Class 6 contains 81526 members 
Mstep: Class 7 contains 32516 members 
Mstep: Class 8 contains 72236 members 
Mstep: Class 9 contains 74608 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 76604 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 24100 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 23 contains 70480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109948800.000000 Penalty: 49509.628906
Iteration 16F: 16 clusters Score -1.099488e+08 nChanged 32546
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 36911 members 
Mstep: Class 4 contains 85939 members 
Mstep: Class 5 contains 38656 members 
Mstep: Class 6 contains 79559 members 
Mstep: Class 7 contains 38827 members 
Mstep: Class 8 contains 70099 members 
Mstep: Class 9 contains 72163 members 
Mstep: Class 12 contains 1671 members 
Mstep: Class 13 contains 74599 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 26530 members 
Mstep: Class 20 contains 1616 members 
Mstep: Class 23 contains 70027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3008.174561 but Gain 3300.640625
Score: -109970528.000000 Penalty: 46208.988281
Iteration 17F: 15 clusters Score -1.099705e+08 nChanged 33220
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 37005 members 
Mstep: Class 4 contains 80572 members 
Mstep: Class 5 contains 43622 members 
Mstep: Class 6 contains 78049 members 
Mstep: Class 7 contains 46431 members 
Mstep: Class 8 contains 68169 members 
Mstep: Class 9 contains 69250 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 73108 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 29389 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 23 contains 69858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109993520.000000 Penalty: 46208.988281
Iteration 18F: 15 clusters Score -1.099935e+08 nChanged 31511
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 36579 members 
Mstep: Class 4 contains 75263 members 
Mstep: Class 5 contains 48570 members 
Mstep: Class 6 contains 75547 members 
Mstep: Class 7 contains 55364 members 
Mstep: Class 8 contains 65470 members 
Mstep: Class 9 contains 65997 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 13 contains 70979 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 32266 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 23 contains 69420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110011448.000000 Penalty: 46208.988281
Iteration 19F: 15 clusters Score -1.100114e+08 nChanged 34804
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 36217 members 
Mstep: Class 4 contains 71409 members 
Mstep: Class 5 contains 53445 members 
Mstep: Class 6 contains 73947 members 
Mstep: Class 7 contains 65177 members 
Mstep: Class 8 contains 61221 members 
Mstep: Class 9 contains 62457 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 68234 members 
Mstep: Class 18 contains 2928 members 
Mstep: Class 19 contains 35197 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 23 contains 68170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110020776.000000 Penalty: 46208.988281
Iteration 20F: 15 clusters Score -1.100208e+08 nChanged 31973
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36169 members 
Mstep: Class 4 contains 68281 members 
Mstep: Class 5 contains 58393 members 
Mstep: Class 6 contains 73707 members 
Mstep: Class 7 contains 69362 members 
Mstep: Class 8 contains 57328 members 
Mstep: Class 9 contains 59944 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 66439 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 38484 members 
Mstep: Class 20 contains 1622 members 
Mstep: Class 23 contains 67386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110027360.000000 Penalty: 46208.988281
Iteration 21F: 15 clusters Score -1.100274e+08 nChanged 26716
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36432 members 
Mstep: Class 4 contains 65539 members 
Mstep: Class 5 contains 62609 members 
Mstep: Class 6 contains 73088 members 
Mstep: Class 7 contains 69762 members 
Mstep: Class 8 contains 55424 members 
Mstep: Class 9 contains 58632 members 
Mstep: Class 12 contains 1671 members 
Mstep: Class 13 contains 65038 members 
Mstep: Class 18 contains 2936 members 
Mstep: Class 19 contains 41952 members 
Mstep: Class 20 contains 1625 members 
Mstep: Class 23 contains 67037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110032224.000000 Penalty: 46208.988281
Iteration 22Q: 15 clusters Score -1.100322e+08 nChanged 22010
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36795 members 
Mstep: Class 4 contains 62785 members 
Mstep: Class 5 contains 65687 members 
Mstep: Class 6 contains 72477 members 
Mstep: Class 7 contains 68426 members 
Mstep: Class 8 contains 54902 members 
Mstep: Class 9 contains 57945 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 63912 members 
Mstep: Class 18 contains 2940 members 
Mstep: Class 19 contains 45671 members 
Mstep: Class 20 contains 1625 members 
Mstep: Class 23 contains 66927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110037040.000000 Penalty: 46208.988281
Iteration 23Q: 15 clusters Score -1.10037e+08 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37192 members 
Mstep: Class 4 contains 60575 members 
Mstep: Class 5 contains 67081 members 
Mstep: Class 6 contains 71969 members 
Mstep: Class 7 contains 66107 members 
Mstep: Class 8 contains 54967 members 
Mstep: Class 9 contains 57586 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 63089 members 
Mstep: Class 18 contains 2953 members 
Mstep: Class 19 contains 49756 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 23 contains 67208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110040328.000000 Penalty: 46208.988281
Iteration 24Q: 15 clusters Score -1.100403e+08 nChanged 19033
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 37645 members 
Mstep: Class 4 contains 58465 members 
Mstep: Class 5 contains 66831 members 
Mstep: Class 6 contains 71191 members 
Mstep: Class 7 contains 63338 members 
Mstep: Class 8 contains 55073 members 
Mstep: Class 9 contains 57502 members 
Mstep: Class 12 contains 1652 members 
Mstep: Class 13 contains 62143 members 
Mstep: Class 18 contains 2970 members 
Mstep: Class 19 contains 55703 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 23 contains 67644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110043848.000000 Penalty: 46208.988281
Iteration 25Q: 15 clusters Score -1.100438e+08 nChanged 22121
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 38234 members 
Mstep: Class 4 contains 55814 members 
Mstep: Class 5 contains 65159 members 
Mstep: Class 6 contains 70100 members 
Mstep: Class 7 contains 60590 members 
Mstep: Class 8 contains 54802 members 
Mstep: Class 9 contains 57470 members 
Mstep: Class 12 contains 1641 members 
Mstep: Class 13 contains 60806 members 
Mstep: Class 18 contains 2982 members 
Mstep: Class 19 contains 64709 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 23 contains 67857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110045632.000000 Penalty: 46208.988281
Iteration 26Q: 15 clusters Score -1.100456e+08 nChanged 22922
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 4 contains 53403 members 
Mstep: Class 5 contains 63115 members 
Mstep: Class 6 contains 69060 members 
Mstep: Class 7 contains 58258 members 
Mstep: Class 8 contains 54524 members 
Mstep: Class 9 contains 57439 members 
Mstep: Class 12 contains 1630 members 
Mstep: Class 13 contains 59692 members 
Mstep: Class 18 contains 2992 members 
Mstep: Class 19 contains 73114 members 
Mstep: Class 20 contains 1632 members 
Mstep: Class 23 contains 67857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110039384.000000 Penalty: 46208.988281
Iteration 27Q: 15 clusters Score -1.100394e+08 nChanged 20383
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 40147 members 
Mstep: Class 4 contains 52808 members 
Mstep: Class 5 contains 63071 members 
Mstep: Class 6 contains 68301 members 
Mstep: Class 7 contains 56980 members 
Mstep: Class 8 contains 54942 members 
Mstep: Class 9 contains 57619 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 59015 members 
Mstep: Class 18 contains 3004 members 
Mstep: Class 19 contains 74666 members 
Mstep: Class 20 contains 1634 members 
Mstep: Class 23 contains 67989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110038296.000000 Penalty: 46208.988281
Iteration 28Q: 15 clusters Score -1.100383e+08 nChanged 15172
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 41034 members 
Mstep: Class 4 contains 53500 members 
Mstep: Class 5 contains 63882 members 
Mstep: Class 6 contains 67765 members 
Mstep: Class 7 contains 56244 members 
Mstep: Class 8 contains 55840 members 
Mstep: Class 9 contains 57880 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 58940 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 71967 members 
Mstep: Class 20 contains 1632 members 
Mstep: Class 23 contains 68472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110041784.000000 Penalty: 46208.988281
Iteration 29Q: 15 clusters Score -1.100418e+08 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41638 members 
Mstep: Class 4 contains 54648 members 
Mstep: Class 5 contains 64350 members 
Mstep: Class 6 contains 67116 members 
Mstep: Class 7 contains 55673 members 
Mstep: Class 8 contains 56474 members 
Mstep: Class 9 contains 58236 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 58903 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 69497 members 
Mstep: Class 20 contains 1633 members 
Mstep: Class 23 contains 68978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110043256.000000 Penalty: 46208.988281
Iteration 30Q: 15 clusters Score -1.100433e+08 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 42041 members 
Mstep: Class 4 contains 55608 members 
Mstep: Class 5 contains 64572 members 
Mstep: Class 6 contains 66405 members 
Mstep: Class 7 contains 55180 members 
Mstep: Class 8 contains 56983 members 
Mstep: Class 9 contains 58712 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 58853 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 19 contains 67673 members 
Mstep: Class 20 contains 1633 members 
Mstep: Class 23 contains 69477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110045264.000000 Penalty: 46208.988281
Iteration 31Q: 15 clusters Score -1.100453e+08 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 42337 members 
Mstep: Class 4 contains 56246 members 
Mstep: Class 5 contains 64815 members 
Mstep: Class 6 contains 65503 members 
Mstep: Class 7 contains 54836 members 
Mstep: Class 8 contains 57510 members 
Mstep: Class 9 contains 59173 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 58733 members 
Mstep: Class 18 contains 3050 members 
Mstep: Class 19 contains 66319 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 23 contains 70029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110045520.000000 Penalty: 46208.988281
Iteration 32Q: 15 clusters Score -1.100455e+08 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 42540 members 
Mstep: Class 4 contains 56714 members 
Mstep: Class 5 contains 65040 members 
Mstep: Class 6 contains 64535 members 
Mstep: Class 7 contains 54529 members 
Mstep: Class 8 contains 58054 members 
Mstep: Class 9 contains 59618 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 58667 members 
Mstep: Class 18 contains 3057 members 
Mstep: Class 19 contains 65318 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 23 contains 70483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110046120.000000 Penalty: 46208.988281
Iteration 33Q: 15 clusters Score -1.100461e+08 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 42697 members 
Mstep: Class 4 contains 56893 members 
Mstep: Class 5 contains 65316 members 
Mstep: Class 6 contains 63589 members 
Mstep: Class 7 contains 54319 members 
Mstep: Class 8 contains 58561 members 
Mstep: Class 9 contains 60046 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 58717 members 
Mstep: Class 18 contains 3064 members 
Mstep: Class 19 contains 64561 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 23 contains 70793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110046128.000000 Penalty: 46208.988281
Iteration 34Q: 15 clusters Score -1.100461e+08 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 42850 members 
Mstep: Class 4 contains 57124 members 
Mstep: Class 5 contains 65633 members 
Mstep: Class 6 contains 62624 members 
Mstep: Class 7 contains 54063 members 
Mstep: Class 8 contains 58964 members 
Mstep: Class 9 contains 60462 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 58777 members 
Mstep: Class 18 contains 3067 members 
Mstep: Class 19 contains 63863 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 23 contains 71132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110045912.000000 Penalty: 46208.988281
Iteration 35Q: 15 clusters Score -1.100459e+08 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 42958 members 
Mstep: Class 4 contains 57216 members 
Mstep: Class 5 contains 65959 members 
Mstep: Class 6 contains 61802 members 
Mstep: Class 7 contains 53770 members 
Mstep: Class 8 contains 59316 members 
Mstep: Class 9 contains 60766 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 58898 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 63379 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 23 contains 71426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110045840.000000 Penalty: 46208.988281
Iteration 36Q: 15 clusters Score -1.100458e+08 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43077 members 
Mstep: Class 4 contains 57283 members 
Mstep: Class 5 contains 66238 members 
Mstep: Class 6 contains 61012 members 
Mstep: Class 7 contains 53507 members 
Mstep: Class 8 contains 59681 members 
Mstep: Class 9 contains 60997 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 59026 members 
Mstep: Class 18 contains 3075 members 
Mstep: Class 19 contains 62972 members 
Mstep: Class 20 contains 1621 members 
Mstep: Class 23 contains 71694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110046168.000000 Penalty: 46208.988281
Iteration 37Q: 15 clusters Score -1.100462e+08 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43205 members 
Mstep: Class 4 contains 57365 members 
Mstep: Class 5 contains 66483 members 
Mstep: Class 6 contains 60329 members 
Mstep: Class 7 contains 53334 members 
Mstep: Class 8 contains 60014 members 
Mstep: Class 9 contains 61117 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 59164 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 62606 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 23 contains 71868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110046296.000000 Penalty: 46208.988281
Iteration 38Q: 15 clusters Score -1.100463e+08 nChanged 7994
Entering ConstructFrom: 
Score: -110046296.000000 Penalty: 46208.988281
Entering ConstructFrom: 
Trying to split cluster 1 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -72577.585938 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -72577.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71147.367188 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -71147.37 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71582.312500 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -71582.31 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -71825.585938 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -71825.59 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -72451.351562 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -72451.35 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -73501.382812 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -73501.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -74127.992188 Penalty: 3299.820068
	Iteration 5F: 3 clusters Score -74127.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -74566.343750 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -74566.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74895.296875 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -74895.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -75036.976562 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -75036.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75123.992188 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -75123.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -75237.187500 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -75237.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75296.242188 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -75296.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -75351.179688 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -75351.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75387.007812 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -75387.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -75426.007812 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -75426.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -75452.296875 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -75452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75468.750000 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -75468.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75474.570312 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -75474.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75482.179688 Penalty: 3299.820068
	Iteration 18F: 3 clusters Score -75482.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -75494.625000 Penalty: 3299.820068
	Iteration 19Q: 3 clusters Score -75494.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -75499.843750 Penalty: 3299.820068
	Iteration 20F: 3 clusters Score -75499.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 57424 members 
Mstep: Class 5 contains 66623 members 
Mstep: Class 6 contains 59690 members 
Mstep: Class 7 contains 53174 members 
Mstep: Class 8 contains 60343 members 
Mstep: Class 9 contains 61109 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 59334 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 62384 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 23 contains 72081 members 
Entering Unmasked Estep 
Score: -110047520.000000 Penalty: 49509.628906
Splitting cluster 1 changes total score from -110046296.000000 to -110047520.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (43319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Entering Unmasked Estep 
Score: -7819364.000000 Penalty: 2647.733887
	Iteration 0F: 2 clusters Score -7819364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -7790077.500000 Penalty: 5295.467773
	Iteration 0F: 3 clusters Score -7790078 nChanged 19968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -7801539.000000 Penalty: 5295.467773
	Iteration 1F: 3 clusters Score -7801539 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -7802514.500000 Penalty: 5295.467773
	Iteration 2Q: 3 clusters Score -7802514 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -7803560.000000 Penalty: 5295.467773
	Iteration 3Q: 3 clusters Score -7803560 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -7804634.500000 Penalty: 5295.467773
	Iteration 4F: 3 clusters Score -7804634 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -7805732.000000 Penalty: 5295.467773
	Iteration 5F: 3 clusters Score -7805732 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -7806632.500000 Penalty: 5295.467773
	Iteration 6F: 3 clusters Score -7806632 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -7807623.000000 Penalty: 5295.467773
	Iteration 7F: 3 clusters Score -7807623 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -7808690.500000 Penalty: 5295.467773
	Iteration 8Q: 3 clusters Score -7808690 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -7809989.000000 Penalty: 5295.467773
	Iteration 9F: 3 clusters Score -7809989 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -7811539.500000 Penalty: 5295.467773
	Iteration 10F: 3 clusters Score -7811540 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -7813392.000000 Penalty: 5295.467773
	Iteration 11F: 3 clusters Score -7813392 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -7815240.500000 Penalty: 5295.467773
	Iteration 12F: 3 clusters Score -7815240 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -7816752.000000 Penalty: 5295.467773
	Iteration 13Q: 3 clusters Score -7816752 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -7817755.500000 Penalty: 5295.467773
	Iteration 14Q: 3 clusters Score -7817756 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -7818257.500000 Penalty: 5295.467773
	Iteration 15Q: 3 clusters Score -7818258 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -7818514.000000 Penalty: 5295.467773
	Iteration 16Q: 3 clusters Score -7818514 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -7818648.000000 Penalty: 5295.467773
	Iteration 17Q: 3 clusters Score -7818648 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -7818701.500000 Penalty: 5295.467773
	Iteration 18Q: 3 clusters Score -7818702 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -7818735.000000 Penalty: 5295.467773
	Iteration 19Q: 3 clusters Score -7818735 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -7818801.500000 Penalty: 5295.467773
	Iteration 20F: 3 clusters Score -7818802 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -7818815.000000 Penalty: 5295.467773
	Iteration 21Q: 3 clusters Score -7818815 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -7818820.500000 Penalty: 5295.467773
	Iteration 22Q: 3 clusters Score -7818820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -7818836.500000 Penalty: 5295.467773
	Iteration 23Q: 3 clusters Score -7818836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -7818851.000000 Penalty: 5295.467773
	Iteration 24Q: 3 clusters Score -7818851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -7818865.000000 Penalty: 5295.467773
	Iteration 25Q: 3 clusters Score -7818865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -7818874.000000 Penalty: 5295.467773
	Iteration 26Q: 3 clusters Score -7818874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -7818879.500000 Penalty: 5295.467773
	Iteration 27Q: 3 clusters Score -7818880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -7818872.500000 Penalty: 5295.467773
	Iteration 28Q: 3 clusters Score -7818872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -7818874.500000 Penalty: 5295.467773
	Iteration 29Q: 3 clusters Score -7818874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -7818892.500000 Penalty: 5295.467773
	Iteration 30Q: 3 clusters Score -7818892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -7818890.500000 Penalty: 5295.467773
	Iteration 31Q: 3 clusters Score -7818890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -7818882.500000 Penalty: 5295.467773
	Iteration 32Q: 3 clusters Score -7818882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -7818884.500000 Penalty: 5295.467773
	Iteration 33Q: 3 clusters Score -7818884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -7818888.000000 Penalty: 5295.467773
	Iteration 34Q: 3 clusters Score -7818888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -7818892.000000 Penalty: 5295.467773
	Iteration 35Q: 3 clusters Score -7818892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -7818889.500000 Penalty: 5295.467773
	Iteration 36Q: 3 clusters Score -7818890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -7818882.000000 Penalty: 5295.467773
	Iteration 37Q: 3 clusters Score -7818882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -7818891.500000 Penalty: 5295.467773
	Iteration 38Q: 3 clusters Score -7818892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -7818899.000000 Penalty: 5295.467773
	Iteration 39Q: 3 clusters Score -7818899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -7818907.500000 Penalty: 5295.467773
	Iteration 40F: 3 clusters Score -7818908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -7818899.500000 Penalty: 5295.467773
	Iteration 41Q: 3 clusters Score -7818900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -7818899.500000 Penalty: 5295.467773
	Iteration 42F: 3 clusters Score -7818900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Entering Unmasked Estep 
Score: -10650199.000000 Penalty: 2717.637939
	Iteration 0F: 2 clusters Score -1.06502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -10619363.000000 Penalty: 5435.275879
	Iteration 0F: 3 clusters Score -1.061936e+07 nChanged 26660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -10634299.000000 Penalty: 5435.275879
	Iteration 1F: 3 clusters Score -1.06343e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -10634855.000000 Penalty: 5435.275879
	Iteration 2Q: 3 clusters Score -1.063486e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -10635602.000000 Penalty: 5435.275879
	Iteration 3Q: 3 clusters Score -1.06356e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -10636562.000000 Penalty: 5435.275879
	Iteration 4Q: 3 clusters Score -1.063656e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -10637676.000000 Penalty: 5435.275879
	Iteration 5Q: 3 clusters Score -1.063768e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -10639398.000000 Penalty: 5435.275879
	Iteration 6F: 3 clusters Score -1.06394e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -10641787.000000 Penalty: 5435.275879
	Iteration 7F: 3 clusters Score -1.064179e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -10644612.000000 Penalty: 5435.275879
	Iteration 8F: 3 clusters Score -1.064461e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -10647654.000000 Penalty: 5435.275879
	Iteration 9F: 3 clusters Score -1.064765e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -10649245.000000 Penalty: 5435.275879
	Iteration 10F: 3 clusters Score -1.064924e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -10649608.000000 Penalty: 5435.275879
	Iteration 11Q: 3 clusters Score -1.064961e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -10649835.000000 Penalty: 5435.275879
	Iteration 12Q: 3 clusters Score -1.064984e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -10650023.000000 Penalty: 5435.275879
	Iteration 13Q: 3 clusters Score -1.065002e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -10650042.000000 Penalty: 5435.275879
	Iteration 14Q: 3 clusters Score -1.065004e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -10650069.000000 Penalty: 5435.275879
	Iteration 15Q: 3 clusters Score -1.065007e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -10650057.000000 Penalty: 5435.275879
	Iteration 16Q: 3 clusters Score -1.065006e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -10650003.000000 Penalty: 5435.275879
	Iteration 17Q: 3 clusters Score -1.065e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -10649974.000000 Penalty: 5435.275879
	Iteration 18Q: 3 clusters Score -1.064997e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -10649950.000000 Penalty: 5435.275879
	Iteration 19Q: 3 clusters Score -1.064995e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -10649903.000000 Penalty: 5435.275879
	Iteration 20F: 3 clusters Score -1.06499e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -10649870.000000 Penalty: 5435.275879
	Iteration 21Q: 3 clusters Score -1.064987e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -10649812.000000 Penalty: 5435.275879
	Iteration 22Q: 3 clusters Score -1.064981e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10649775.000000 Penalty: 5435.275879
	Iteration 23Q: 3 clusters Score -1.064978e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10649764.000000 Penalty: 5435.275879
	Iteration 24Q: 3 clusters Score -1.064976e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10649730.000000 Penalty: 5435.275879
	Iteration 25Q: 3 clusters Score -1.064973e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10649705.000000 Penalty: 5435.275879
	Iteration 26Q: 3 clusters Score -1.06497e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10649693.000000 Penalty: 5435.275879
	Iteration 27Q: 3 clusters Score -1.064969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -10649671.000000 Penalty: 5435.275879
	Iteration 28Q: 3 clusters Score -1.064967e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -10649652.000000 Penalty: 5435.275879
	Iteration 29Q: 3 clusters Score -1.064965e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -10649646.000000 Penalty: 5435.275879
	Iteration 30Q: 3 clusters Score -1.064965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -10649633.000000 Penalty: 5435.275879
	Iteration 31Q: 3 clusters Score -1.064963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10649637.000000 Penalty: 5435.275879
	Iteration 32Q: 3 clusters Score -1.064964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -10649639.000000 Penalty: 5435.275879
	Iteration 33Q: 3 clusters Score -1.064964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -10649641.000000 Penalty: 5435.275879
	Iteration 34Q: 3 clusters Score -1.064964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -10649646.000000 Penalty: 5435.275879
	Iteration 35Q: 3 clusters Score -1.064965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10649635.000000 Penalty: 5435.275879
	Iteration 36Q: 3 clusters Score -1.064964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10649635.000000 Penalty: 5435.275879
	Iteration 37F: 3 clusters Score -1.064964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Entering Unmasked Estep 
Score: -12277827.000000 Penalty: 2754.487549
	Iteration 0F: 2 clusters Score -1.227783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -12242452.000000 Penalty: 5508.975098
	Iteration 0F: 3 clusters Score -1.224245e+07 nChanged 31166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -12260360.000000 Penalty: 5508.975098
	Iteration 1F: 3 clusters Score -1.226036e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -12261105.000000 Penalty: 5508.975098
	Iteration 2Q: 3 clusters Score -1.22611e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -12262193.000000 Penalty: 5508.975098
	Iteration 3Q: 3 clusters Score -1.226219e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -12263852.000000 Penalty: 5508.975098
	Iteration 4F: 3 clusters Score -1.226385e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -12266324.000000 Penalty: 5508.975098
	Iteration 5F: 3 clusters Score -1.226632e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -12268659.000000 Penalty: 5508.975098
	Iteration 6F: 3 clusters Score -1.226866e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -12270565.000000 Penalty: 5508.975098
	Iteration 7F: 3 clusters Score -1.227056e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -12272166.000000 Penalty: 5508.975098
	Iteration 8F: 3 clusters Score -1.227217e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -12273392.000000 Penalty: 5508.975098
	Iteration 9Q: 3 clusters Score -1.227339e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -12274138.000000 Penalty: 5508.975098
	Iteration 10Q: 3 clusters Score -1.227414e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -12274689.000000 Penalty: 5508.975098
	Iteration 11Q: 3 clusters Score -1.227469e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -12274920.000000 Penalty: 5508.975098
	Iteration 12Q: 3 clusters Score -1.227492e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -12275101.000000 Penalty: 5508.975098
	Iteration 13Q: 3 clusters Score -1.22751e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -12275163.000000 Penalty: 5508.975098
	Iteration 14Q: 3 clusters Score -1.227516e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -12275241.000000 Penalty: 5508.975098
	Iteration 15Q: 3 clusters Score -1.227524e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -12275269.000000 Penalty: 5508.975098
	Iteration 16Q: 3 clusters Score -1.227527e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -12275325.000000 Penalty: 5508.975098
	Iteration 17Q: 3 clusters Score -1.227532e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -12275326.000000 Penalty: 5508.975098
	Iteration 18Q: 3 clusters Score -1.227533e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -12275361.000000 Penalty: 5508.975098
	Iteration 19Q: 3 clusters Score -1.227536e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -12275367.000000 Penalty: 5508.975098
	Iteration 20F: 3 clusters Score -1.227537e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -12275399.000000 Penalty: 5508.975098
	Iteration 21Q: 3 clusters Score -1.22754e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -12275437.000000 Penalty: 5508.975098
	Iteration 22Q: 3 clusters Score -1.227544e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -12275446.000000 Penalty: 5508.975098
	Iteration 23Q: 3 clusters Score -1.227545e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -12275451.000000 Penalty: 5508.975098
	Iteration 24Q: 3 clusters Score -1.227545e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -12275463.000000 Penalty: 5508.975098
	Iteration 25Q: 3 clusters Score -1.227546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -12275470.000000 Penalty: 5508.975098
	Iteration 26Q: 3 clusters Score -1.227547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -12275470.000000 Penalty: 5508.975098
	Iteration 27Q: 3 clusters Score -1.227547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -12275497.000000 Penalty: 5508.975098
	Iteration 28Q: 3 clusters Score -1.22755e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -12275504.000000 Penalty: 5508.975098
	Iteration 29Q: 3 clusters Score -1.22755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -12275500.000000 Penalty: 5508.975098
	Iteration 30Q: 3 clusters Score -1.22755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -12275519.000000 Penalty: 5508.975098
	Iteration 31Q: 3 clusters Score -1.227552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -12275515.000000 Penalty: 5508.975098
	Iteration 32Q: 3 clusters Score -1.227552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -12275512.000000 Penalty: 5508.975098
	Iteration 33Q: 3 clusters Score -1.227551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -12275528.000000 Penalty: 5508.975098
	Iteration 34Q: 3 clusters Score -1.227553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -12275510.000000 Penalty: 5508.975098
	Iteration 35Q: 3 clusters Score -1.227551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 64624 members 
Entering Unmasked Estep 
Score: -12275519.000000 Penalty: 5508.975098
	Iteration 36Q: 3 clusters Score -1.227552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -12275504.000000 Penalty: 5508.975098
	Iteration 37Q: 3 clusters Score -1.22755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -12275512.000000 Penalty: 5508.975098
	Iteration 38Q: 3 clusters Score -1.227551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -12275517.000000 Penalty: 5508.975098
	Iteration 39Q: 3 clusters Score -1.227552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -12275512.000000 Penalty: 5508.975098
	Iteration 40F: 3 clusters Score -1.227551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -12275506.000000 Penalty: 5508.975098
	Iteration 41Q: 3 clusters Score -1.227551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -12275525.000000 Penalty: 5508.975098
	Iteration 42Q: 3 clusters Score -1.227552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -12275540.000000 Penalty: 5508.975098
	Iteration 43Q: 3 clusters Score -1.227554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -12275538.000000 Penalty: 5508.975098
	Iteration 44Q: 3 clusters Score -1.227554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -12275514.000000 Penalty: 5508.975098
	Iteration 45Q: 3 clusters Score -1.227551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -12275512.000000 Penalty: 5508.975098
	Iteration 46Q: 3 clusters Score -1.227551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -12275528.000000 Penalty: 5508.975098
	Iteration 47Q: 3 clusters Score -1.227553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -12275533.000000 Penalty: 5508.975098
	Iteration 48Q: 3 clusters Score -1.227553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -12275541.000000 Penalty: 5508.975098
	Iteration 49Q: 3 clusters Score -1.227554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -12275551.000000 Penalty: 5508.975098
	Iteration 50Q: 3 clusters Score -1.227555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -12275545.000000 Penalty: 5508.975098
	Iteration 51Q: 3 clusters Score -1.227554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -12275555.000000 Penalty: 5508.975098
	Iteration 52Q: 3 clusters Score -1.227556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -12275562.000000 Penalty: 5508.975098
	Iteration 53Q: 3 clusters Score -1.227556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -12275549.000000 Penalty: 5508.975098
	Iteration 54Q: 3 clusters Score -1.227555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -12275557.000000 Penalty: 5508.975098
	Iteration 55Q: 3 clusters Score -1.227556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -12275555.000000 Penalty: 5508.975098
	Iteration 56Q: 3 clusters Score -1.227556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -12275554.000000 Penalty: 5508.975098
	Iteration 57Q: 3 clusters Score -1.227555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -12275556.000000 Penalty: 5508.975098
	Iteration 58Q: 3 clusters Score -1.227556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -12275558.000000 Penalty: 5508.975098
	Iteration 59Q: 3 clusters Score -1.227556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -12275567.000000 Penalty: 5508.975098
	Iteration 60F: 3 clusters Score -1.227557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -12275570.000000 Penalty: 5508.975098
	Iteration 61Q: 3 clusters Score -1.227557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -12275564.000000 Penalty: 5508.975098
	Iteration 62Q: 3 clusters Score -1.227556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -12275564.000000 Penalty: 5508.975098
	Iteration 63F: 3 clusters Score -1.227556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (59690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Entering Unmasked Estep 
Score: -11101519.000000 Penalty: 2727.236084
	Iteration 0F: 2 clusters Score -1.110152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -11071813.000000 Penalty: 5454.472168
	Iteration 0F: 3 clusters Score -1.107181e+07 nChanged 27813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -11087471.000000 Penalty: 5454.472168
	Iteration 1F: 3 clusters Score -1.108747e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -11088108.000000 Penalty: 5454.472168
	Iteration 2Q: 3 clusters Score -1.108811e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -11088955.000000 Penalty: 5454.472168
	Iteration 3Q: 3 clusters Score -1.108896e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -11090152.000000 Penalty: 5454.472168
	Iteration 4Q: 3 clusters Score -1.109015e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -11091836.000000 Penalty: 5454.472168
	Iteration 5F: 3 clusters Score -1.109184e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -11094187.000000 Penalty: 5454.472168
	Iteration 6F: 3 clusters Score -1.109419e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -11097145.000000 Penalty: 5454.472168
	Iteration 7F: 3 clusters Score -1.109714e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -11099682.000000 Penalty: 5454.472168
	Iteration 8F: 3 clusters Score -1.109968e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -11101093.000000 Penalty: 5454.472168
	Iteration 9F: 3 clusters Score -1.110109e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -11101707.000000 Penalty: 5454.472168
	Iteration 10Q: 3 clusters Score -1.110171e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -11102044.000000 Penalty: 5454.472168
	Iteration 11Q: 3 clusters Score -1.110204e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -11102015.000000 Penalty: 5454.472168
	Iteration 12Q: 3 clusters Score -1.110202e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -11101925.000000 Penalty: 5454.472168
	Iteration 13Q: 3 clusters Score -1.110192e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -11101828.000000 Penalty: 5454.472168
	Iteration 14Q: 3 clusters Score -1.110183e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -11101733.000000 Penalty: 5454.472168
	Iteration 15Q: 3 clusters Score -1.110173e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -11101612.000000 Penalty: 5454.472168
	Iteration 16Q: 3 clusters Score -1.110161e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -11101452.000000 Penalty: 5454.472168
	Iteration 17Q: 3 clusters Score -1.110145e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -11101371.000000 Penalty: 5454.472168
	Iteration 18Q: 3 clusters Score -1.110137e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -11101258.000000 Penalty: 5454.472168
	Iteration 19Q: 3 clusters Score -1.110126e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -11101158.000000 Penalty: 5454.472168
	Iteration 20F: 3 clusters Score -1.110116e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -11101135.000000 Penalty: 5454.472168
	Iteration 21Q: 3 clusters Score -1.110114e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -11101101.000000 Penalty: 5454.472168
	Iteration 22Q: 3 clusters Score -1.11011e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -11101098.000000 Penalty: 5454.472168
	Iteration 23Q: 3 clusters Score -1.11011e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -11101073.000000 Penalty: 5454.472168
	Iteration 24Q: 3 clusters Score -1.110107e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -11101074.000000 Penalty: 5454.472168
	Iteration 25Q: 3 clusters Score -1.110107e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -11101056.000000 Penalty: 5454.472168
	Iteration 26Q: 3 clusters Score -1.110106e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -11101002.000000 Penalty: 5454.472168
	Iteration 27Q: 3 clusters Score -1.1101e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -11100986.000000 Penalty: 5454.472168
	Iteration 28Q: 3 clusters Score -1.110099e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -11100954.000000 Penalty: 5454.472168
	Iteration 29Q: 3 clusters Score -1.110095e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -11100943.000000 Penalty: 5454.472168
	Iteration 30Q: 3 clusters Score -1.110094e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -11100937.000000 Penalty: 5454.472168
	Iteration 31Q: 3 clusters Score -1.110094e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -11100911.000000 Penalty: 5454.472168
	Iteration 32Q: 3 clusters Score -1.110091e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -11100915.000000 Penalty: 5454.472168
	Iteration 33Q: 3 clusters Score -1.110092e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -11100925.000000 Penalty: 5454.472168
	Iteration 34Q: 3 clusters Score -1.110092e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -11100934.000000 Penalty: 5454.472168
	Iteration 35Q: 3 clusters Score -1.110093e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -11100906.000000 Penalty: 5454.472168
	Iteration 36Q: 3 clusters Score -1.110091e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -11100886.000000 Penalty: 5454.472168
	Iteration 37Q: 3 clusters Score -1.110089e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -11100885.000000 Penalty: 5454.472168
	Iteration 38Q: 3 clusters Score -1.110088e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -11100872.000000 Penalty: 5454.472168
	Iteration 39Q: 3 clusters Score -1.110087e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -11100888.000000 Penalty: 5454.472168
	Iteration 40F: 3 clusters Score -1.110089e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -11100883.000000 Penalty: 5454.472168
	Iteration 41Q: 3 clusters Score -1.110088e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -11100895.000000 Penalty: 5454.472168
	Iteration 42Q: 3 clusters Score -1.11009e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -11100879.000000 Penalty: 5454.472168
	Iteration 43Q: 3 clusters Score -1.110088e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -11100889.000000 Penalty: 5454.472168
	Iteration 44Q: 3 clusters Score -1.110089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -11100848.000000 Penalty: 5454.472168
	Iteration 45Q: 3 clusters Score -1.110085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -11100863.000000 Penalty: 5454.472168
	Iteration 46Q: 3 clusters Score -1.110086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -11100836.000000 Penalty: 5454.472168
	Iteration 47Q: 3 clusters Score -1.110084e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -11100819.000000 Penalty: 5454.472168
	Iteration 48Q: 3 clusters Score -1.110082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -11100799.000000 Penalty: 5454.472168
	Iteration 49Q: 3 clusters Score -1.11008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -11100808.000000 Penalty: 5454.472168
	Iteration 50Q: 3 clusters Score -1.110081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -11100801.000000 Penalty: 5454.472168
	Iteration 51Q: 3 clusters Score -1.11008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -11100809.000000 Penalty: 5454.472168
	Iteration 52Q: 3 clusters Score -1.110081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -11100807.000000 Penalty: 5454.472168
	Iteration 53Q: 3 clusters Score -1.110081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -11100812.000000 Penalty: 5454.472168
	Iteration 54Q: 3 clusters Score -1.110081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -11100801.000000 Penalty: 5454.472168
	Iteration 55Q: 3 clusters Score -1.11008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -11100810.000000 Penalty: 5454.472168
	Iteration 56Q: 3 clusters Score -1.110081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -11100782.000000 Penalty: 5454.472168
	Iteration 57Q: 3 clusters Score -1.110078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -11100800.000000 Penalty: 5454.472168
	Iteration 58Q: 3 clusters Score -1.11008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -11100795.000000 Penalty: 5454.472168
	Iteration 59Q: 3 clusters Score -1.11008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -11100797.000000 Penalty: 5454.472168
	Iteration 60F: 3 clusters Score -1.11008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -11100794.000000 Penalty: 5454.472168
	Iteration 61Q: 3 clusters Score -1.110079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -11100794.000000 Penalty: 5454.472168
	Iteration 62Q: 3 clusters Score -1.110079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -11100800.000000 Penalty: 5454.472168
	Iteration 63Q: 3 clusters Score -1.11008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -11100801.000000 Penalty: 5454.472168
	Iteration 64Q: 3 clusters Score -1.11008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -11100792.000000 Penalty: 5454.472168
	Iteration 65Q: 3 clusters Score -1.110079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -11100792.000000 Penalty: 5454.472168
	Iteration 66Q: 3 clusters Score -1.110079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -11100800.000000 Penalty: 5454.472168
	Iteration 67Q: 3 clusters Score -1.11008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -11100803.000000 Penalty: 5454.472168
	Iteration 68Q: 3 clusters Score -1.11008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -11100803.000000 Penalty: 5454.472168
	Iteration 69Q: 3 clusters Score -1.11008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -11100799.000000 Penalty: 5454.472168
	Iteration 70Q: 3 clusters Score -1.11008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -11100799.000000 Penalty: 5454.472168
	Iteration 71F: 3 clusters Score -1.11008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Entering Unmasked Estep 
Score: -9872185.000000 Penalty: 2698.568604
	Iteration 0F: 2 clusters Score -9872185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -9841628.000000 Penalty: 5397.137207
	Iteration 0F: 3 clusters Score -9841628 nChanged 24711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -9855575.000000 Penalty: 5397.137207
	Iteration 1F: 3 clusters Score -9855575 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -9856399.000000 Penalty: 5397.137207
	Iteration 2Q: 3 clusters Score -9856399 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -9857430.000000 Penalty: 5397.137207
	Iteration 3Q: 3 clusters Score -9857430 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -9858808.000000 Penalty: 5397.137207
	Iteration 4Q: 3 clusters Score -9858808 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -9860543.000000 Penalty: 5397.137207
	Iteration 5F: 3 clusters Score -9860543 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -9862543.000000 Penalty: 5397.137207
	Iteration 6F: 3 clusters Score -9862543 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -9864461.000000 Penalty: 5397.137207
	Iteration 7F: 3 clusters Score -9864461 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -9866213.000000 Penalty: 5397.137207
	Iteration 8F: 3 clusters Score -9866213 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -9867621.000000 Penalty: 5397.137207
	Iteration 9Q: 3 clusters Score -9867621 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -9868821.000000 Penalty: 5397.137207
	Iteration 10Q: 3 clusters Score -9868821 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -9869574.000000 Penalty: 5397.137207
	Iteration 11Q: 3 clusters Score -9869574 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -9870091.000000 Penalty: 5397.137207
	Iteration 12Q: 3 clusters Score -9870091 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -9870364.000000 Penalty: 5397.137207
	Iteration 13Q: 3 clusters Score -9870364 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -9870507.000000 Penalty: 5397.137207
	Iteration 14Q: 3 clusters Score -9870507 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -9870628.000000 Penalty: 5397.137207
	Iteration 15Q: 3 clusters Score -9870628 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -9870702.000000 Penalty: 5397.137207
	Iteration 16Q: 3 clusters Score -9870702 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -9870794.000000 Penalty: 5397.137207
	Iteration 17Q: 3 clusters Score -9870794 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -9870837.000000 Penalty: 5397.137207
	Iteration 18Q: 3 clusters Score -9870837 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -9870865.000000 Penalty: 5397.137207
	Iteration 19Q: 3 clusters Score -9870865 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -9870892.000000 Penalty: 5397.137207
	Iteration 20F: 3 clusters Score -9870892 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -9870890.000000 Penalty: 5397.137207
	Iteration 21Q: 3 clusters Score -9870890 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9870929.000000 Penalty: 5397.137207
	Iteration 22Q: 3 clusters Score -9870929 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -9870946.000000 Penalty: 5397.137207
	Iteration 23Q: 3 clusters Score -9870946 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -9870919.000000 Penalty: 5397.137207
	Iteration 24Q: 3 clusters Score -9870919 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -9870918.000000 Penalty: 5397.137207
	Iteration 25Q: 3 clusters Score -9870918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -9870947.000000 Penalty: 5397.137207
	Iteration 26Q: 3 clusters Score -9870947 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -9870980.000000 Penalty: 5397.137207
	Iteration 27Q: 3 clusters Score -9870980 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -9870969.000000 Penalty: 5397.137207
	Iteration 28Q: 3 clusters Score -9870969 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -9870990.000000 Penalty: 5397.137207
	Iteration 29Q: 3 clusters Score -9870990 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -9870978.000000 Penalty: 5397.137207
	Iteration 30Q: 3 clusters Score -9870978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -9871000.000000 Penalty: 5397.137207
	Iteration 31Q: 3 clusters Score -9871000 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -9870994.000000 Penalty: 5397.137207
	Iteration 32Q: 3 clusters Score -9870994 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -9871002.000000 Penalty: 5397.137207
	Iteration 33Q: 3 clusters Score -9871002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -9871010.000000 Penalty: 5397.137207
	Iteration 34Q: 3 clusters Score -9871010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -9871035.000000 Penalty: 5397.137207
	Iteration 35Q: 3 clusters Score -9871035 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -9871046.000000 Penalty: 5397.137207
	Iteration 36Q: 3 clusters Score -9871046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -9871046.000000 Penalty: 5397.137207
	Iteration 37Q: 3 clusters Score -9871046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -9871032.000000 Penalty: 5397.137207
	Iteration 38Q: 3 clusters Score -9871032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -9871025.000000 Penalty: 5397.137207
	Iteration 39Q: 3 clusters Score -9871025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -9871016.000000 Penalty: 5397.137207
	Iteration 40F: 3 clusters Score -9871016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -9871024.000000 Penalty: 5397.137207
	Iteration 41Q: 3 clusters Score -9871024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -9871035.000000 Penalty: 5397.137207
	Iteration 42Q: 3 clusters Score -9871035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -9871035.000000 Penalty: 5397.137207
	Iteration 43Q: 3 clusters Score -9871035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -9871020.000000 Penalty: 5397.137207
	Iteration 44Q: 3 clusters Score -9871020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -9871033.000000 Penalty: 5397.137207
	Iteration 45Q: 3 clusters Score -9871033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -9871032.000000 Penalty: 5397.137207
	Iteration 46Q: 3 clusters Score -9871032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -9871043.000000 Penalty: 5397.137207
	Iteration 47Q: 3 clusters Score -9871043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -9871051.000000 Penalty: 5397.137207
	Iteration 48Q: 3 clusters Score -9871051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -9871044.000000 Penalty: 5397.137207
	Iteration 49Q: 3 clusters Score -9871044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -9871049.000000 Penalty: 5397.137207
	Iteration 50Q: 3 clusters Score -9871049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -9871047.000000 Penalty: 5397.137207
	Iteration 51Q: 3 clusters Score -9871047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -9871048.000000 Penalty: 5397.137207
	Iteration 52Q: 3 clusters Score -9871048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -9871036.000000 Penalty: 5397.137207
	Iteration 53Q: 3 clusters Score -9871036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -9871038.000000 Penalty: 5397.137207
	Iteration 54Q: 3 clusters Score -9871038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -9871041.000000 Penalty: 5397.137207
	Iteration 55Q: 3 clusters Score -9871041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -9871038.000000 Penalty: 5397.137207
	Iteration 56Q: 3 clusters Score -9871038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -9871044.000000 Penalty: 5397.137207
	Iteration 57Q: 3 clusters Score -9871044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -9871041.000000 Penalty: 5397.137207
	Iteration 58Q: 3 clusters Score -9871041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -9871039.000000 Penalty: 5397.137207
	Iteration 59Q: 3 clusters Score -9871039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -9871040.000000 Penalty: 5397.137207
	Iteration 60F: 3 clusters Score -9871040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -9871037.000000 Penalty: 5397.137207
	Iteration 61Q: 3 clusters Score -9871037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -9871031.000000 Penalty: 5397.137207
	Iteration 62Q: 3 clusters Score -9871031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -9871038.000000 Penalty: 5397.137207
	Iteration 63Q: 3 clusters Score -9871038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -9871039.000000 Penalty: 5397.137207
	Iteration 64Q: 3 clusters Score -9871039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -9871047.000000 Penalty: 5397.137207
	Iteration 65Q: 3 clusters Score -9871047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -9871039.000000 Penalty: 5397.137207
	Iteration 66Q: 3 clusters Score -9871039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -9871040.000000 Penalty: 5397.137207
	Iteration 67Q: 3 clusters Score -9871040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -9871036.000000 Penalty: 5397.137207
	Iteration 68Q: 3 clusters Score -9871036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -9871047.000000 Penalty: 5397.137207
	Iteration 69Q: 3 clusters Score -9871047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -9871038.000000 Penalty: 5397.137207
	Iteration 70Q: 3 clusters Score -9871038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -9871039.000000 Penalty: 5397.137207
	Iteration 71Q: 3 clusters Score -9871039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -9871043.000000 Penalty: 5397.137207
	Iteration 72Q: 3 clusters Score -9871043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -9871046.000000 Penalty: 5397.137207
	Iteration 73Q: 3 clusters Score -9871046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -9871037.000000 Penalty: 5397.137207
	Iteration 74Q: 3 clusters Score -9871037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
Score: -9871048.000000 Penalty: 5397.137207
	Iteration 75Q: 3 clusters Score -9871048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
Score: -9871058.000000 Penalty: 5397.137207
	Iteration 76Q: 3 clusters Score -9871058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -9871049.000000 Penalty: 5397.137207
	Iteration 77Q: 3 clusters Score -9871049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -9871048.000000 Penalty: 5397.137207
	Iteration 78Q: 3 clusters Score -9871048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -9871052.000000 Penalty: 5397.137207
	Iteration 79Q: 3 clusters Score -9871052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -9871055.000000 Penalty: 5397.137207
	Iteration 80F: 3 clusters Score -9871055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -9871050.000000 Penalty: 5397.137207
	Iteration 81Q: 3 clusters Score -9871050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -9871049.000000 Penalty: 5397.137207
	Iteration 82Q: 3 clusters Score -9871049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -9871043.000000 Penalty: 5397.137207
	Iteration 83Q: 3 clusters Score -9871043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -9871049.000000 Penalty: 5397.137207
	Iteration 84Q: 3 clusters Score -9871049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -9871039.000000 Penalty: 5397.137207
	Iteration 85Q: 3 clusters Score -9871039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -9871045.000000 Penalty: 5397.137207
	Iteration 86Q: 3 clusters Score -9871045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -9871045.000000 Penalty: 5397.137207
	Iteration 87Q: 3 clusters Score -9871045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -9871042.000000 Penalty: 5397.137207
	Iteration 88Q: 3 clusters Score -9871042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -9871042.000000 Penalty: 5397.137207
	Iteration 89Q: 3 clusters Score -9871042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -9871039.000000 Penalty: 5397.137207
	Iteration 90Q: 3 clusters Score -9871039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -9871050.000000 Penalty: 5397.137207
	Iteration 91Q: 3 clusters Score -9871050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -9871055.000000 Penalty: 5397.137207
	Iteration 92Q: 3 clusters Score -9871055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -9871054.000000 Penalty: 5397.137207
	Iteration 93Q: 3 clusters Score -9871054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -9871045.000000 Penalty: 5397.137207
	Iteration 94Q: 3 clusters Score -9871045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -9871050.000000 Penalty: 5397.137207
	Iteration 95Q: 3 clusters Score -9871050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -9871053.000000 Penalty: 5397.137207
	Iteration 96Q: 3 clusters Score -9871053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -9871049.000000 Penalty: 5397.137207
	Iteration 97Q: 3 clusters Score -9871049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -9871054.000000 Penalty: 5397.137207
	Iteration 98Q: 3 clusters Score -9871054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -9871050.000000 Penalty: 5397.137207
	Iteration 99Q: 3 clusters Score -9871050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -9871057.000000 Penalty: 5397.137207
	Iteration 100F: 3 clusters Score -9871057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -9871059.000000 Penalty: 5397.137207
	Iteration 101Q: 3 clusters Score -9871059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -9871055.000000 Penalty: 5397.137207
	Iteration 102Q: 3 clusters Score -9871055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -9871066.000000 Penalty: 5397.137207
	Iteration 103Q: 3 clusters Score -9871066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -9871066.000000 Penalty: 5397.137207
	Iteration 104Q: 3 clusters Score -9871066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -9871056.000000 Penalty: 5397.137207
	Iteration 105Q: 3 clusters Score -9871056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -9871055.000000 Penalty: 5397.137207
	Iteration 106Q: 3 clusters Score -9871055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -9871052.000000 Penalty: 5397.137207
	Iteration 107Q: 3 clusters Score -9871052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -9871052.000000 Penalty: 5397.137207
	Iteration 108Q: 3 clusters Score -9871052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -9871051.000000 Penalty: 5397.137207
	Iteration 109Q: 3 clusters Score -9871051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -9871061.000000 Penalty: 5397.137207
	Iteration 110Q: 3 clusters Score -9871061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -9871062.000000 Penalty: 5397.137207
	Iteration 111Q: 3 clusters Score -9871062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -9871059.000000 Penalty: 5397.137207
	Iteration 112Q: 3 clusters Score -9871059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -9871067.000000 Penalty: 5397.137207
	Iteration 113Q: 3 clusters Score -9871067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -9871060.000000 Penalty: 5397.137207
	Iteration 114Q: 3 clusters Score -9871060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -9871069.000000 Penalty: 5397.137207
	Iteration 115Q: 3 clusters Score -9871069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -9871080.000000 Penalty: 5397.137207
	Iteration 116Q: 3 clusters Score -9871080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -9871068.000000 Penalty: 5397.137207
	Iteration 117Q: 3 clusters Score -9871068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -9871073.000000 Penalty: 5397.137207
	Iteration 118Q: 3 clusters Score -9871073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -9871073.000000 Penalty: 5397.137207
	Iteration 119F: 3 clusters Score -9871073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (60343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Entering Unmasked Estep 
Score: -11243198.000000 Penalty: 2729.934326
	Iteration 0F: 2 clusters Score -1.12432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -11209743.000000 Penalty: 5459.868652
	Iteration 0F: 3 clusters Score -1.120974e+07 nChanged 28145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -11225809.000000 Penalty: 5459.868652
	Iteration 1F: 3 clusters Score -1.122581e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -11226657.000000 Penalty: 5459.868652
	Iteration 2Q: 3 clusters Score -1.122666e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -11227499.000000 Penalty: 5459.868652
	Iteration 3Q: 3 clusters Score -1.12275e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -11228636.000000 Penalty: 5459.868652
	Iteration 4Q: 3 clusters Score -1.122864e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -11229970.000000 Penalty: 5459.868652
	Iteration 5Q: 3 clusters Score -1.122997e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -11231804.000000 Penalty: 5459.868652
	Iteration 6F: 3 clusters Score -1.12318e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -11234269.000000 Penalty: 5459.868652
	Iteration 7F: 3 clusters Score -1.123427e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -11236993.000000 Penalty: 5459.868652
	Iteration 8F: 3 clusters Score -1.123699e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -11238944.000000 Penalty: 5459.868652
	Iteration 9F: 3 clusters Score -1.123894e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -11239887.000000 Penalty: 5459.868652
	Iteration 10Q: 3 clusters Score -1.123989e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -11240351.000000 Penalty: 5459.868652
	Iteration 11Q: 3 clusters Score -1.124035e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -11240529.000000 Penalty: 5459.868652
	Iteration 12Q: 3 clusters Score -1.124053e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -11240688.000000 Penalty: 5459.868652
	Iteration 13Q: 3 clusters Score -1.124069e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -11240785.000000 Penalty: 5459.868652
	Iteration 14Q: 3 clusters Score -1.124078e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -11240877.000000 Penalty: 5459.868652
	Iteration 15Q: 3 clusters Score -1.124088e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -11240946.000000 Penalty: 5459.868652
	Iteration 16Q: 3 clusters Score -1.124095e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -11241040.000000 Penalty: 5459.868652
	Iteration 17Q: 3 clusters Score -1.124104e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -11241182.000000 Penalty: 5459.868652
	Iteration 18Q: 3 clusters Score -1.124118e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -11241254.000000 Penalty: 5459.868652
	Iteration 19Q: 3 clusters Score -1.124125e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -11241247.000000 Penalty: 5459.868652
	Iteration 20F: 3 clusters Score -1.124125e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -11241340.000000 Penalty: 5459.868652
	Iteration 21Q: 3 clusters Score -1.124134e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -11241350.000000 Penalty: 5459.868652
	Iteration 22Q: 3 clusters Score -1.124135e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -11241410.000000 Penalty: 5459.868652
	Iteration 23Q: 3 clusters Score -1.124141e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -11241465.000000 Penalty: 5459.868652
	Iteration 24Q: 3 clusters Score -1.124146e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -11241514.000000 Penalty: 5459.868652
	Iteration 25Q: 3 clusters Score -1.124151e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -11241523.000000 Penalty: 5459.868652
	Iteration 26Q: 3 clusters Score -1.124152e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -11241572.000000 Penalty: 5459.868652
	Iteration 27Q: 3 clusters Score -1.124157e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -11241551.000000 Penalty: 5459.868652
	Iteration 28Q: 3 clusters Score -1.124155e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -11241598.000000 Penalty: 5459.868652
	Iteration 29Q: 3 clusters Score -1.12416e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -11241621.000000 Penalty: 5459.868652
	Iteration 30Q: 3 clusters Score -1.124162e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -11241652.000000 Penalty: 5459.868652
	Iteration 31Q: 3 clusters Score -1.124165e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -11241712.000000 Penalty: 5459.868652
	Iteration 32Q: 3 clusters Score -1.124171e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -11241760.000000 Penalty: 5459.868652
	Iteration 33Q: 3 clusters Score -1.124176e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -11241866.000000 Penalty: 5459.868652
	Iteration 34Q: 3 clusters Score -1.124187e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -11241926.000000 Penalty: 5459.868652
	Iteration 35Q: 3 clusters Score -1.124193e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -11241983.000000 Penalty: 5459.868652
	Iteration 36Q: 3 clusters Score -1.124198e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -11242006.000000 Penalty: 5459.868652
	Iteration 37Q: 3 clusters Score -1.124201e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -11242022.000000 Penalty: 5459.868652
	Iteration 38Q: 3 clusters Score -1.124202e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -11242044.000000 Penalty: 5459.868652
	Iteration 39Q: 3 clusters Score -1.124204e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -11242072.000000 Penalty: 5459.868652
	Iteration 40F: 3 clusters Score -1.124207e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -11242073.000000 Penalty: 5459.868652
	Iteration 41Q: 3 clusters Score -1.124207e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -11242063.000000 Penalty: 5459.868652
	Iteration 42Q: 3 clusters Score -1.124206e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -11242059.000000 Penalty: 5459.868652
	Iteration 43Q: 3 clusters Score -1.124206e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -11241995.000000 Penalty: 5459.868652
	Iteration 44Q: 3 clusters Score -1.1242e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -11242020.000000 Penalty: 5459.868652
	Iteration 45Q: 3 clusters Score -1.124202e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -11242031.000000 Penalty: 5459.868652
	Iteration 46Q: 3 clusters Score -1.124203e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -11242027.000000 Penalty: 5459.868652
	Iteration 47Q: 3 clusters Score -1.124203e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -11242003.000000 Penalty: 5459.868652
	Iteration 48Q: 3 clusters Score -1.1242e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -11242017.000000 Penalty: 5459.868652
	Iteration 49Q: 3 clusters Score -1.124202e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -11242006.000000 Penalty: 5459.868652
	Iteration 50Q: 3 clusters Score -1.124201e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -11242033.000000 Penalty: 5459.868652
	Iteration 51Q: 3 clusters Score -1.124203e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -11242009.000000 Penalty: 5459.868652
	Iteration 52Q: 3 clusters Score -1.124201e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -11242010.000000 Penalty: 5459.868652
	Iteration 53Q: 3 clusters Score -1.124201e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -11242054.000000 Penalty: 5459.868652
	Iteration 54Q: 3 clusters Score -1.124205e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -11242040.000000 Penalty: 5459.868652
	Iteration 55Q: 3 clusters Score -1.124204e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -11242039.000000 Penalty: 5459.868652
	Iteration 56Q: 3 clusters Score -1.124204e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -11242074.000000 Penalty: 5459.868652
	Iteration 57Q: 3 clusters Score -1.124207e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -11242098.000000 Penalty: 5459.868652
	Iteration 58Q: 3 clusters Score -1.12421e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -11242110.000000 Penalty: 5459.868652
	Iteration 59Q: 3 clusters Score -1.124211e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -11242142.000000 Penalty: 5459.868652
	Iteration 60F: 3 clusters Score -1.124214e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -11242190.000000 Penalty: 5459.868652
	Iteration 61Q: 3 clusters Score -1.124219e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -11242184.000000 Penalty: 5459.868652
	Iteration 62Q: 3 clusters Score -1.124218e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -11242187.000000 Penalty: 5459.868652
	Iteration 63Q: 3 clusters Score -1.124219e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -11242202.000000 Penalty: 5459.868652
	Iteration 64Q: 3 clusters Score -1.12422e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -11242185.000000 Penalty: 5459.868652
	Iteration 65Q: 3 clusters Score -1.124218e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -11242190.000000 Penalty: 5459.868652
	Iteration 66Q: 3 clusters Score -1.124219e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -11242234.000000 Penalty: 5459.868652
	Iteration 67Q: 3 clusters Score -1.124223e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -11242277.000000 Penalty: 5459.868652
	Iteration 68Q: 3 clusters Score -1.124228e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -11242334.000000 Penalty: 5459.868652
	Iteration 69Q: 3 clusters Score -1.124233e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -11242385.000000 Penalty: 5459.868652
	Iteration 70Q: 3 clusters Score -1.124238e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -11242390.000000 Penalty: 5459.868652
	Iteration 71Q: 3 clusters Score -1.124239e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -11242437.000000 Penalty: 5459.868652
	Iteration 72Q: 3 clusters Score -1.124244e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -11242517.000000 Penalty: 5459.868652
	Iteration 73Q: 3 clusters Score -1.124252e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -11242547.000000 Penalty: 5459.868652
	Iteration 74Q: 3 clusters Score -1.124255e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -11242584.000000 Penalty: 5459.868652
	Iteration 75Q: 3 clusters Score -1.124258e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -11242615.000000 Penalty: 5459.868652
	Iteration 76Q: 3 clusters Score -1.124262e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -11242665.000000 Penalty: 5459.868652
	Iteration 77Q: 3 clusters Score -1.124266e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -11242690.000000 Penalty: 5459.868652
	Iteration 78Q: 3 clusters Score -1.124269e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -11242727.000000 Penalty: 5459.868652
	Iteration 79Q: 3 clusters Score -1.124273e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -11242778.000000 Penalty: 5459.868652
	Iteration 80F: 3 clusters Score -1.124278e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -11242780.000000 Penalty: 5459.868652
	Iteration 81Q: 3 clusters Score -1.124278e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -11242784.000000 Penalty: 5459.868652
	Iteration 82Q: 3 clusters Score -1.124278e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -11242801.000000 Penalty: 5459.868652
	Iteration 83Q: 3 clusters Score -1.12428e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -11242828.000000 Penalty: 5459.868652
	Iteration 84Q: 3 clusters Score -1.124283e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -11242850.000000 Penalty: 5459.868652
	Iteration 85Q: 3 clusters Score -1.124285e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -11242858.000000 Penalty: 5459.868652
	Iteration 86Q: 3 clusters Score -1.124286e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -11242900.000000 Penalty: 5459.868652
	Iteration 87Q: 3 clusters Score -1.12429e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -11242922.000000 Penalty: 5459.868652
	Iteration 88Q: 3 clusters Score -1.124292e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -11242945.000000 Penalty: 5459.868652
	Iteration 89Q: 3 clusters Score -1.124294e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -11242994.000000 Penalty: 5459.868652
	Iteration 90Q: 3 clusters Score -1.124299e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -11243054.000000 Penalty: 5459.868652
	Iteration 91Q: 3 clusters Score -1.124305e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -11243074.000000 Penalty: 5459.868652
	Iteration 92Q: 3 clusters Score -1.124307e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -11243067.000000 Penalty: 5459.868652
	Iteration 93Q: 3 clusters Score -1.124307e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -11243061.000000 Penalty: 5459.868652
	Iteration 94Q: 3 clusters Score -1.124306e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -11243096.000000 Penalty: 5459.868652
	Iteration 95Q: 3 clusters Score -1.12431e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -11243106.000000 Penalty: 5459.868652
	Iteration 96Q: 3 clusters Score -1.124311e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -11243096.000000 Penalty: 5459.868652
	Iteration 97Q: 3 clusters Score -1.12431e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -11243092.000000 Penalty: 5459.868652
	Iteration 98Q: 3 clusters Score -1.124309e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -11243098.000000 Penalty: 5459.868652
	Iteration 99Q: 3 clusters Score -1.12431e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -11243114.000000 Penalty: 5459.868652
	Iteration 100F: 3 clusters Score -1.124311e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -11243122.000000 Penalty: 5459.868652
	Iteration 101Q: 3 clusters Score -1.124312e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -11243121.000000 Penalty: 5459.868652
	Iteration 102Q: 3 clusters Score -1.124312e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -11243119.000000 Penalty: 5459.868652
	Iteration 103Q: 3 clusters Score -1.124312e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -11243116.000000 Penalty: 5459.868652
	Iteration 104Q: 3 clusters Score -1.124312e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -11243140.000000 Penalty: 5459.868652
	Iteration 105Q: 3 clusters Score -1.124314e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -11243158.000000 Penalty: 5459.868652
	Iteration 106Q: 3 clusters Score -1.124316e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -11243164.000000 Penalty: 5459.868652
	Iteration 107Q: 3 clusters Score -1.124316e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -11243177.000000 Penalty: 5459.868652
	Iteration 108Q: 3 clusters Score -1.124318e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -11243197.000000 Penalty: 5459.868652
	Iteration 109Q: 3 clusters Score -1.12432e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -11243176.000000 Penalty: 5459.868652
	Iteration 110Q: 3 clusters Score -1.124318e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -11243175.000000 Penalty: 5459.868652
	Iteration 111Q: 3 clusters Score -1.124318e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -11243176.000000 Penalty: 5459.868652
	Iteration 112Q: 3 clusters Score -1.124318e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -11243192.000000 Penalty: 5459.868652
	Iteration 113Q: 3 clusters Score -1.124319e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -11243208.000000 Penalty: 5459.868652
	Iteration 114Q: 3 clusters Score -1.124321e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -11243208.000000 Penalty: 5459.868652
	Iteration 115Q: 3 clusters Score -1.124321e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -11243188.000000 Penalty: 5459.868652
	Iteration 116Q: 3 clusters Score -1.124319e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -11243205.000000 Penalty: 5459.868652
	Iteration 117Q: 3 clusters Score -1.12432e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -11243228.000000 Penalty: 5459.868652
	Iteration 118Q: 3 clusters Score -1.124323e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -11243236.000000 Penalty: 5459.868652
	Iteration 119Q: 3 clusters Score -1.124324e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -11243241.000000 Penalty: 5459.868652
	Iteration 120F: 3 clusters Score -1.124324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -11243237.000000 Penalty: 5459.868652
	Iteration 121Q: 3 clusters Score -1.124324e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -11243227.000000 Penalty: 5459.868652
	Iteration 122Q: 3 clusters Score -1.124323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -11243208.000000 Penalty: 5459.868652
	Iteration 123Q: 3 clusters Score -1.124321e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -11243228.000000 Penalty: 5459.868652
	Iteration 124Q: 3 clusters Score -1.124323e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -11243221.000000 Penalty: 5459.868652
	Iteration 125Q: 3 clusters Score -1.124322e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -11243223.000000 Penalty: 5459.868652
	Iteration 126Q: 3 clusters Score -1.124322e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -11243226.000000 Penalty: 5459.868652
	Iteration 127Q: 3 clusters Score -1.124323e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -11243219.000000 Penalty: 5459.868652
	Iteration 128Q: 3 clusters Score -1.124322e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -11243205.000000 Penalty: 5459.868652
	Iteration 129Q: 3 clusters Score -1.12432e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -11243214.000000 Penalty: 5459.868652
	Iteration 130Q: 3 clusters Score -1.124321e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -11243211.000000 Penalty: 5459.868652
	Iteration 131Q: 3 clusters Score -1.124321e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -11243223.000000 Penalty: 5459.868652
	Iteration 132Q: 3 clusters Score -1.124322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -11243208.000000 Penalty: 5459.868652
	Iteration 133Q: 3 clusters Score -1.124321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -11243203.000000 Penalty: 5459.868652
	Iteration 134Q: 3 clusters Score -1.12432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -11243211.000000 Penalty: 5459.868652
	Iteration 135Q: 3 clusters Score -1.124321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -11243214.000000 Penalty: 5459.868652
	Iteration 136Q: 3 clusters Score -1.124321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -11243242.000000 Penalty: 5459.868652
	Iteration 137Q: 3 clusters Score -1.124324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -11243223.000000 Penalty: 5459.868652
	Iteration 138Q: 3 clusters Score -1.124322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -11243237.000000 Penalty: 5459.868652
	Iteration 139Q: 3 clusters Score -1.124324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -11243254.000000 Penalty: 5459.868652
	Iteration 140F: 3 clusters Score -1.124325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -11243250.000000 Penalty: 5459.868652
	Iteration 141Q: 3 clusters Score -1.124325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -11243243.000000 Penalty: 5459.868652
	Iteration 142Q: 3 clusters Score -1.124324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -11243253.000000 Penalty: 5459.868652
	Iteration 143Q: 3 clusters Score -1.124325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -11243252.000000 Penalty: 5459.868652
	Iteration 144Q: 3 clusters Score -1.124325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -11243242.000000 Penalty: 5459.868652
	Iteration 145Q: 3 clusters Score -1.124324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -11243240.000000 Penalty: 5459.868652
	Iteration 146Q: 3 clusters Score -1.124324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -11243240.000000 Penalty: 5459.868652
	Iteration 147Q: 3 clusters Score -1.124324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -11243229.000000 Penalty: 5459.868652
	Iteration 148Q: 3 clusters Score -1.124323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -11243224.000000 Penalty: 5459.868652
	Iteration 149Q: 3 clusters Score -1.124322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -11243236.000000 Penalty: 5459.868652
	Iteration 150Q: 3 clusters Score -1.124324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -11243241.000000 Penalty: 5459.868652
	Iteration 151Q: 3 clusters Score -1.124324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -11243232.000000 Penalty: 5459.868652
	Iteration 152Q: 3 clusters Score -1.124323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -11243241.000000 Penalty: 5459.868652
	Iteration 153Q: 3 clusters Score -1.124324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -11243244.000000 Penalty: 5459.868652
	Iteration 154Q: 3 clusters Score -1.124324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -11243253.000000 Penalty: 5459.868652
	Iteration 155Q: 3 clusters Score -1.124325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -11243244.000000 Penalty: 5459.868652
	Iteration 156Q: 3 clusters Score -1.124324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -11243237.000000 Penalty: 5459.868652
	Iteration 157Q: 3 clusters Score -1.124324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -11243244.000000 Penalty: 5459.868652
	Iteration 158Q: 3 clusters Score -1.124324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -11243255.000000 Penalty: 5459.868652
	Iteration 159Q: 3 clusters Score -1.124326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -11243252.000000 Penalty: 5459.868652
	Iteration 160F: 3 clusters Score -1.124325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -11243251.000000 Penalty: 5459.868652
	Iteration 161Q: 3 clusters Score -1.124325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -11243255.000000 Penalty: 5459.868652
	Iteration 162Q: 3 clusters Score -1.124326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -11243256.000000 Penalty: 5459.868652
	Iteration 163Q: 3 clusters Score -1.124326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -11243256.000000 Penalty: 5459.868652
	Iteration 164F: 3 clusters Score -1.124326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 57424 members 
Mstep: Class 5 contains 66623 members 
Mstep: Class 6 contains 59690 members 
Mstep: Class 7 contains 53174 members 
Mstep: Class 8 contains 48327 members 
Mstep: Class 9 contains 61109 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 59334 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 62384 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 23 contains 72081 members 
Entering Unmasked Estep 
Score: -110047280.000000 Penalty: 52810.269531
Splitting cluster 8 changes total score from -110046296.000000 to -110047280.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 9 (61109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Entering Unmasked Estep 
Score: -11310257.000000 Penalty: 2733.062744
	Iteration 0F: 2 clusters Score -1.131026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -11277777.000000 Penalty: 5466.125488
	Iteration 0F: 3 clusters Score -1.127778e+07 nChanged 28261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -11294436.000000 Penalty: 5466.125488
	Iteration 1F: 3 clusters Score -1.129444e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -11296621.000000 Penalty: 5466.125488
	Iteration 2F: 3 clusters Score -1.129662e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -11299415.000000 Penalty: 5466.125488
	Iteration 3F: 3 clusters Score -1.129942e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -11302952.000000 Penalty: 5466.125488
	Iteration 4F: 3 clusters Score -1.130295e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -11306887.000000 Penalty: 5466.125488
	Iteration 5F: 3 clusters Score -1.130689e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -11310777.000000 Penalty: 5466.125488
	Iteration 6F: 3 clusters Score -1.131078e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -11312765.000000 Penalty: 5466.125488
	Iteration 7F: 3 clusters Score -1.131276e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -11313324.000000 Penalty: 5466.125488
	Iteration 8Q: 3 clusters Score -1.131332e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -11313522.000000 Penalty: 5466.125488
	Iteration 9Q: 3 clusters Score -1.131352e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -11313689.000000 Penalty: 5466.125488
	Iteration 10Q: 3 clusters Score -1.131369e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -11313786.000000 Penalty: 5466.125488
	Iteration 11Q: 3 clusters Score -1.131379e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -11313875.000000 Penalty: 5466.125488
	Iteration 12Q: 3 clusters Score -1.131388e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -11313863.000000 Penalty: 5466.125488
	Iteration 13Q: 3 clusters Score -1.131386e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -11313885.000000 Penalty: 5466.125488
	Iteration 14Q: 3 clusters Score -1.131388e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -11313926.000000 Penalty: 5466.125488
	Iteration 15Q: 3 clusters Score -1.131393e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -11313954.000000 Penalty: 5466.125488
	Iteration 16Q: 3 clusters Score -1.131395e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -11313989.000000 Penalty: 5466.125488
	Iteration 17Q: 3 clusters Score -1.131399e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -11314027.000000 Penalty: 5466.125488
	Iteration 18Q: 3 clusters Score -1.131403e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -11314093.000000 Penalty: 5466.125488
	Iteration 19Q: 3 clusters Score -1.131409e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -11314137.000000 Penalty: 5466.125488
	Iteration 20F: 3 clusters Score -1.131414e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -11314153.000000 Penalty: 5466.125488
	Iteration 21Q: 3 clusters Score -1.131415e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -11314203.000000 Penalty: 5466.125488
	Iteration 22Q: 3 clusters Score -1.13142e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -11314229.000000 Penalty: 5466.125488
	Iteration 23Q: 3 clusters Score -1.131423e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -11314274.000000 Penalty: 5466.125488
	Iteration 24Q: 3 clusters Score -1.131427e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -11314314.000000 Penalty: 5466.125488
	Iteration 25Q: 3 clusters Score -1.131431e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -11314315.000000 Penalty: 5466.125488
	Iteration 26Q: 3 clusters Score -1.131432e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -11314337.000000 Penalty: 5466.125488
	Iteration 27Q: 3 clusters Score -1.131434e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -11314354.000000 Penalty: 5466.125488
	Iteration 28Q: 3 clusters Score -1.131435e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -11314328.000000 Penalty: 5466.125488
	Iteration 29Q: 3 clusters Score -1.131433e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -11314338.000000 Penalty: 5466.125488
	Iteration 30Q: 3 clusters Score -1.131434e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -11314346.000000 Penalty: 5466.125488
	Iteration 31Q: 3 clusters Score -1.131435e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -11314359.000000 Penalty: 5466.125488
	Iteration 32Q: 3 clusters Score -1.131436e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -11314387.000000 Penalty: 5466.125488
	Iteration 33Q: 3 clusters Score -1.131439e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -11314422.000000 Penalty: 5466.125488
	Iteration 34Q: 3 clusters Score -1.131442e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -11314447.000000 Penalty: 5466.125488
	Iteration 35Q: 3 clusters Score -1.131445e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -11314471.000000 Penalty: 5466.125488
	Iteration 36Q: 3 clusters Score -1.131447e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -11314463.000000 Penalty: 5466.125488
	Iteration 37Q: 3 clusters Score -1.131446e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -11314443.000000 Penalty: 5466.125488
	Iteration 38Q: 3 clusters Score -1.131444e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -11314451.000000 Penalty: 5466.125488
	Iteration 39Q: 3 clusters Score -1.131445e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -11314485.000000 Penalty: 5466.125488
	Iteration 40F: 3 clusters Score -1.131448e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -11314488.000000 Penalty: 5466.125488
	Iteration 41Q: 3 clusters Score -1.131449e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -11314505.000000 Penalty: 5466.125488
	Iteration 42Q: 3 clusters Score -1.13145e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -11314514.000000 Penalty: 5466.125488
	Iteration 43Q: 3 clusters Score -1.131451e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -11314537.000000 Penalty: 5466.125488
	Iteration 44Q: 3 clusters Score -1.131454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -11314537.000000 Penalty: 5466.125488
	Iteration 45Q: 3 clusters Score -1.131454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -11314548.000000 Penalty: 5466.125488
	Iteration 46Q: 3 clusters Score -1.131455e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -11314569.000000 Penalty: 5466.125488
	Iteration 47Q: 3 clusters Score -1.131457e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -11314603.000000 Penalty: 5466.125488
	Iteration 48Q: 3 clusters Score -1.13146e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -11314606.000000 Penalty: 5466.125488
	Iteration 49Q: 3 clusters Score -1.131461e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -11314599.000000 Penalty: 5466.125488
	Iteration 50Q: 3 clusters Score -1.13146e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -11314588.000000 Penalty: 5466.125488
	Iteration 51Q: 3 clusters Score -1.131459e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -11314617.000000 Penalty: 5466.125488
	Iteration 52Q: 3 clusters Score -1.131462e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -11314632.000000 Penalty: 5466.125488
	Iteration 53Q: 3 clusters Score -1.131463e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -11314642.000000 Penalty: 5466.125488
	Iteration 54Q: 3 clusters Score -1.131464e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -11314682.000000 Penalty: 5466.125488
	Iteration 55Q: 3 clusters Score -1.131468e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -11314685.000000 Penalty: 5466.125488
	Iteration 56Q: 3 clusters Score -1.131468e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -11314745.000000 Penalty: 5466.125488
	Iteration 57Q: 3 clusters Score -1.131474e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -11314746.000000 Penalty: 5466.125488
	Iteration 58Q: 3 clusters Score -1.131475e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -11314750.000000 Penalty: 5466.125488
	Iteration 59Q: 3 clusters Score -1.131475e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -11314733.000000 Penalty: 5466.125488
	Iteration 60F: 3 clusters Score -1.131473e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -11314789.000000 Penalty: 5466.125488
	Iteration 61Q: 3 clusters Score -1.131479e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -11314746.000000 Penalty: 5466.125488
	Iteration 62Q: 3 clusters Score -1.131475e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -11314714.000000 Penalty: 5466.125488
	Iteration 63Q: 3 clusters Score -1.131471e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -11314699.000000 Penalty: 5466.125488
	Iteration 64Q: 3 clusters Score -1.13147e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -11314695.000000 Penalty: 5466.125488
	Iteration 65Q: 3 clusters Score -1.13147e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -11314670.000000 Penalty: 5466.125488
	Iteration 66Q: 3 clusters Score -1.131467e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -11314692.000000 Penalty: 5466.125488
	Iteration 67Q: 3 clusters Score -1.131469e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -11314701.000000 Penalty: 5466.125488
	Iteration 68Q: 3 clusters Score -1.13147e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -11314755.000000 Penalty: 5466.125488
	Iteration 69Q: 3 clusters Score -1.131476e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -11314793.000000 Penalty: 5466.125488
	Iteration 70Q: 3 clusters Score -1.131479e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -11314803.000000 Penalty: 5466.125488
	Iteration 71Q: 3 clusters Score -1.13148e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -11314815.000000 Penalty: 5466.125488
	Iteration 72Q: 3 clusters Score -1.131482e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -11314828.000000 Penalty: 5466.125488
	Iteration 73Q: 3 clusters Score -1.131483e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -11314831.000000 Penalty: 5466.125488
	Iteration 74Q: 3 clusters Score -1.131483e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -11314811.000000 Penalty: 5466.125488
	Iteration 75Q: 3 clusters Score -1.131481e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -11314836.000000 Penalty: 5466.125488
	Iteration 76Q: 3 clusters Score -1.131484e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -11314837.000000 Penalty: 5466.125488
	Iteration 77Q: 3 clusters Score -1.131484e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -11314807.000000 Penalty: 5466.125488
	Iteration 78Q: 3 clusters Score -1.131481e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -11314751.000000 Penalty: 5466.125488
	Iteration 79Q: 3 clusters Score -1.131475e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -11314752.000000 Penalty: 5466.125488
	Iteration 80F: 3 clusters Score -1.131475e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -11314749.000000 Penalty: 5466.125488
	Iteration 81Q: 3 clusters Score -1.131475e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -11314630.000000 Penalty: 5466.125488
	Iteration 82Q: 3 clusters Score -1.131463e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -11314585.000000 Penalty: 5466.125488
	Iteration 83Q: 3 clusters Score -1.131458e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -11314486.000000 Penalty: 5466.125488
	Iteration 84Q: 3 clusters Score -1.131449e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -11314372.000000 Penalty: 5466.125488
	Iteration 85Q: 3 clusters Score -1.131437e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -11314245.000000 Penalty: 5466.125488
	Iteration 86Q: 3 clusters Score -1.131424e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -11314172.000000 Penalty: 5466.125488
	Iteration 87Q: 3 clusters Score -1.131417e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -11314129.000000 Penalty: 5466.125488
	Iteration 88Q: 3 clusters Score -1.131413e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -11314099.000000 Penalty: 5466.125488
	Iteration 89Q: 3 clusters Score -1.13141e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -11314018.000000 Penalty: 5466.125488
	Iteration 90Q: 3 clusters Score -1.131402e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -11313937.000000 Penalty: 5466.125488
	Iteration 91Q: 3 clusters Score -1.131394e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -11313850.000000 Penalty: 5466.125488
	Iteration 92Q: 3 clusters Score -1.131385e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -11313771.000000 Penalty: 5466.125488
	Iteration 93Q: 3 clusters Score -1.131377e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -11313688.000000 Penalty: 5466.125488
	Iteration 94Q: 3 clusters Score -1.131369e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -11313591.000000 Penalty: 5466.125488
	Iteration 95Q: 3 clusters Score -1.131359e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -11313496.000000 Penalty: 5466.125488
	Iteration 96Q: 3 clusters Score -1.13135e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -11313433.000000 Penalty: 5466.125488
	Iteration 97Q: 3 clusters Score -1.131343e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -11313356.000000 Penalty: 5466.125488
	Iteration 98Q: 3 clusters Score -1.131336e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -11313283.000000 Penalty: 5466.125488
	Iteration 99Q: 3 clusters Score -1.131328e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -11313228.000000 Penalty: 5466.125488
	Iteration 100F: 3 clusters Score -1.131323e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -11313141.000000 Penalty: 5466.125488
	Iteration 101Q: 3 clusters Score -1.131314e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -11313072.000000 Penalty: 5466.125488
	Iteration 102Q: 3 clusters Score -1.131307e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -11313044.000000 Penalty: 5466.125488
	Iteration 103Q: 3 clusters Score -1.131304e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -11312976.000000 Penalty: 5466.125488
	Iteration 104Q: 3 clusters Score -1.131298e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -11312876.000000 Penalty: 5466.125488
	Iteration 105Q: 3 clusters Score -1.131288e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -11312819.000000 Penalty: 5466.125488
	Iteration 106Q: 3 clusters Score -1.131282e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -11312735.000000 Penalty: 5466.125488
	Iteration 107Q: 3 clusters Score -1.131274e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -11312673.000000 Penalty: 5466.125488
	Iteration 108Q: 3 clusters Score -1.131267e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -11312607.000000 Penalty: 5466.125488
	Iteration 109Q: 3 clusters Score -1.131261e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -11312512.000000 Penalty: 5466.125488
	Iteration 110Q: 3 clusters Score -1.131251e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -11312454.000000 Penalty: 5466.125488
	Iteration 111Q: 3 clusters Score -1.131245e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -11312380.000000 Penalty: 5466.125488
	Iteration 112Q: 3 clusters Score -1.131238e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -11312347.000000 Penalty: 5466.125488
	Iteration 113Q: 3 clusters Score -1.131235e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -11312295.000000 Penalty: 5466.125488
	Iteration 114Q: 3 clusters Score -1.13123e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -11312209.000000 Penalty: 5466.125488
	Iteration 115Q: 3 clusters Score -1.131221e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -11312182.000000 Penalty: 5466.125488
	Iteration 116Q: 3 clusters Score -1.131218e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -11312094.000000 Penalty: 5466.125488
	Iteration 117Q: 3 clusters Score -1.131209e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -11312047.000000 Penalty: 5466.125488
	Iteration 118Q: 3 clusters Score -1.131205e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -11311968.000000 Penalty: 5466.125488
	Iteration 119Q: 3 clusters Score -1.131197e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -11311899.000000 Penalty: 5466.125488
	Iteration 120F: 3 clusters Score -1.13119e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -11311855.000000 Penalty: 5466.125488
	Iteration 121Q: 3 clusters Score -1.131186e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -11311810.000000 Penalty: 5466.125488
	Iteration 122Q: 3 clusters Score -1.131181e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -11311772.000000 Penalty: 5466.125488
	Iteration 123Q: 3 clusters Score -1.131177e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -11311765.000000 Penalty: 5466.125488
	Iteration 124Q: 3 clusters Score -1.131176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -11311730.000000 Penalty: 5466.125488
	Iteration 125Q: 3 clusters Score -1.131173e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -11311686.000000 Penalty: 5466.125488
	Iteration 126Q: 3 clusters Score -1.131169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -11311647.000000 Penalty: 5466.125488
	Iteration 127Q: 3 clusters Score -1.131165e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -11311621.000000 Penalty: 5466.125488
	Iteration 128Q: 3 clusters Score -1.131162e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -11311595.000000 Penalty: 5466.125488
	Iteration 129Q: 3 clusters Score -1.13116e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -11311561.000000 Penalty: 5466.125488
	Iteration 130Q: 3 clusters Score -1.131156e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -11311539.000000 Penalty: 5466.125488
	Iteration 131Q: 3 clusters Score -1.131154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -11311513.000000 Penalty: 5466.125488
	Iteration 132Q: 3 clusters Score -1.131151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -11311498.000000 Penalty: 5466.125488
	Iteration 133Q: 3 clusters Score -1.13115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -11311490.000000 Penalty: 5466.125488
	Iteration 134Q: 3 clusters Score -1.131149e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -11311464.000000 Penalty: 5466.125488
	Iteration 135Q: 3 clusters Score -1.131146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -11311419.000000 Penalty: 5466.125488
	Iteration 136Q: 3 clusters Score -1.131142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -11311390.000000 Penalty: 5466.125488
	Iteration 137Q: 3 clusters Score -1.131139e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -11311362.000000 Penalty: 5466.125488
	Iteration 138Q: 3 clusters Score -1.131136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -11311348.000000 Penalty: 5466.125488
	Iteration 139Q: 3 clusters Score -1.131135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -11311316.000000 Penalty: 5466.125488
	Iteration 140F: 3 clusters Score -1.131132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -11311305.000000 Penalty: 5466.125488
	Iteration 141Q: 3 clusters Score -1.13113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -11311275.000000 Penalty: 5466.125488
	Iteration 142Q: 3 clusters Score -1.131128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -11311279.000000 Penalty: 5466.125488
	Iteration 143Q: 3 clusters Score -1.131128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -11311246.000000 Penalty: 5466.125488
	Iteration 144Q: 3 clusters Score -1.131125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -11311237.000000 Penalty: 5466.125488
	Iteration 145Q: 3 clusters Score -1.131124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -11311221.000000 Penalty: 5466.125488
	Iteration 146Q: 3 clusters Score -1.131122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -11311226.000000 Penalty: 5466.125488
	Iteration 147Q: 3 clusters Score -1.131123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -11311196.000000 Penalty: 5466.125488
	Iteration 148Q: 3 clusters Score -1.13112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -11311185.000000 Penalty: 5466.125488
	Iteration 149Q: 3 clusters Score -1.131118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -11311172.000000 Penalty: 5466.125488
	Iteration 150Q: 3 clusters Score -1.131117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -11311181.000000 Penalty: 5466.125488
	Iteration 151Q: 3 clusters Score -1.131118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -11311174.000000 Penalty: 5466.125488
	Iteration 152Q: 3 clusters Score -1.131117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -11311135.000000 Penalty: 5466.125488
	Iteration 153Q: 3 clusters Score -1.131114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -11311143.000000 Penalty: 5466.125488
	Iteration 154Q: 3 clusters Score -1.131114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -11311145.000000 Penalty: 5466.125488
	Iteration 155Q: 3 clusters Score -1.131114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -11311129.000000 Penalty: 5466.125488
	Iteration 156Q: 3 clusters Score -1.131113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -11311116.000000 Penalty: 5466.125488
	Iteration 157Q: 3 clusters Score -1.131112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -11311102.000000 Penalty: 5466.125488
	Iteration 158Q: 3 clusters Score -1.13111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -11311084.000000 Penalty: 5466.125488
	Iteration 159Q: 3 clusters Score -1.131108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -11311045.000000 Penalty: 5466.125488
	Iteration 160F: 3 clusters Score -1.131104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -11311033.000000 Penalty: 5466.125488
	Iteration 161Q: 3 clusters Score -1.131103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -11310993.000000 Penalty: 5466.125488
	Iteration 162Q: 3 clusters Score -1.131099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -11310967.000000 Penalty: 5466.125488
	Iteration 163Q: 3 clusters Score -1.131097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -11310961.000000 Penalty: 5466.125488
	Iteration 164Q: 3 clusters Score -1.131096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -11310948.000000 Penalty: 5466.125488
	Iteration 165Q: 3 clusters Score -1.131095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -11310950.000000 Penalty: 5466.125488
	Iteration 166Q: 3 clusters Score -1.131095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -11310939.000000 Penalty: 5466.125488
	Iteration 167Q: 3 clusters Score -1.131094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -11310917.000000 Penalty: 5466.125488
	Iteration 168Q: 3 clusters Score -1.131092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -11310926.000000 Penalty: 5466.125488
	Iteration 169Q: 3 clusters Score -1.131093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -11310904.000000 Penalty: 5466.125488
	Iteration 170Q: 3 clusters Score -1.13109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -11310905.000000 Penalty: 5466.125488
	Iteration 171Q: 3 clusters Score -1.13109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -11310903.000000 Penalty: 5466.125488
	Iteration 172Q: 3 clusters Score -1.13109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -11310901.000000 Penalty: 5466.125488
	Iteration 173Q: 3 clusters Score -1.13109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -11310901.000000 Penalty: 5466.125488
	Iteration 174F: 3 clusters Score -1.13109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 57424 members 
Mstep: Class 5 contains 66623 members 
Mstep: Class 6 contains 59690 members 
Mstep: Class 7 contains 53174 members 
Mstep: Class 8 contains 48327 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 58954 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 59334 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 62384 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 23 contains 72081 members 
Entering Unmasked Estep 
Score: -110047528.000000 Penalty: 56110.914062
Splitting cluster 9 changes total score from -110046296.000000 to -110047528.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 12 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -222908.984375 Penalty: 1833.223877
	Iteration 0F: 2 clusters Score -222909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -221046.296875 Penalty: 3666.447754
	Iteration 0F: 3 clusters Score -221046.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -223354.968750 Penalty: 3666.447754
	Iteration 1F: 3 clusters Score -223355 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -224754.421875 Penalty: 3666.447754
	Iteration 2F: 3 clusters Score -224754.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -225352.234375 Penalty: 3666.447754
	Iteration 3F: 3 clusters Score -225352.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -225556.765625 Penalty: 3666.447754
	Iteration 4Q: 3 clusters Score -225556.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -225679.046875 Penalty: 3666.447754
	Iteration 5Q: 3 clusters Score -225679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -225738.812500 Penalty: 3666.447754
	Iteration 6Q: 3 clusters Score -225738.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -225789.500000 Penalty: 3666.447754
	Iteration 7Q: 3 clusters Score -225789.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -225814.687500 Penalty: 3666.447754
	Iteration 8Q: 3 clusters Score -225814.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -225826.140625 Penalty: 3666.447754
	Iteration 9Q: 3 clusters Score -225826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -225836.500000 Penalty: 3666.447754
	Iteration 10Q: 3 clusters Score -225836.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -225844.359375 Penalty: 3666.447754
	Iteration 11Q: 3 clusters Score -225844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -225848.890625 Penalty: 3666.447754
	Iteration 12Q: 3 clusters Score -225848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -225848.890625 Penalty: 3666.447754
	Iteration 13F: 3 clusters Score -225848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 57424 members 
Mstep: Class 5 contains 66623 members 
Mstep: Class 6 contains 59690 members 
Mstep: Class 7 contains 53174 members 
Mstep: Class 8 contains 48327 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 58954 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 59334 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 62384 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 23 contains 72081 members 
Entering Unmasked Estep 
Score: -110048872.000000 Penalty: 59411.554688
Splitting cluster 12 changes total score from -110046296.000000 to -110048872.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 13 (59334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Entering Unmasked Estep 
Score: -11030170.000000 Penalty: 2725.752686
	Iteration 0F: 2 clusters Score -1.103017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -10999707.000000 Penalty: 5451.505371
	Iteration 0F: 3 clusters Score -1.099971e+07 nChanged 27576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -11015004.000000 Penalty: 5451.505371
	Iteration 1F: 3 clusters Score -1.1015e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -11015645.000000 Penalty: 5451.505371
	Iteration 2Q: 3 clusters Score -1.101564e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -11016196.000000 Penalty: 5451.505371
	Iteration 3Q: 3 clusters Score -1.10162e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -11016753.000000 Penalty: 5451.505371
	Iteration 4Q: 3 clusters Score -1.101675e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -11017392.000000 Penalty: 5451.505371
	Iteration 5Q: 3 clusters Score -1.101739e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -11018334.000000 Penalty: 5451.505371
	Iteration 6Q: 3 clusters Score -1.101833e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -11019658.000000 Penalty: 5451.505371
	Iteration 7Q: 3 clusters Score -1.101966e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -11021534.000000 Penalty: 5451.505371
	Iteration 8F: 3 clusters Score -1.102153e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -11023804.000000 Penalty: 5451.505371
	Iteration 9F: 3 clusters Score -1.10238e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -11026258.000000 Penalty: 5451.505371
	Iteration 10F: 3 clusters Score -1.102626e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -11028055.000000 Penalty: 5451.505371
	Iteration 11F: 3 clusters Score -1.102806e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -11028876.000000 Penalty: 5451.505371
	Iteration 12Q: 3 clusters Score -1.102888e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -11029346.000000 Penalty: 5451.505371
	Iteration 13Q: 3 clusters Score -1.102935e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -11029652.000000 Penalty: 5451.505371
	Iteration 14Q: 3 clusters Score -1.102965e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -11029853.000000 Penalty: 5451.505371
	Iteration 15Q: 3 clusters Score -1.102985e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -11030049.000000 Penalty: 5451.505371
	Iteration 16Q: 3 clusters Score -1.103005e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -11030206.000000 Penalty: 5451.505371
	Iteration 17Q: 3 clusters Score -1.103021e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -11030429.000000 Penalty: 5451.505371
	Iteration 18Q: 3 clusters Score -1.103043e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -11030597.000000 Penalty: 5451.505371
	Iteration 19Q: 3 clusters Score -1.10306e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -11030808.000000 Penalty: 5451.505371
	Iteration 20F: 3 clusters Score -1.103081e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -11031065.000000 Penalty: 5451.505371
	Iteration 21Q: 3 clusters Score -1.103106e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -11031272.000000 Penalty: 5451.505371
	Iteration 22Q: 3 clusters Score -1.103127e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -11031460.000000 Penalty: 5451.505371
	Iteration 23Q: 3 clusters Score -1.103146e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -11031738.000000 Penalty: 5451.505371
	Iteration 24Q: 3 clusters Score -1.103174e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -11031937.000000 Penalty: 5451.505371
	Iteration 25Q: 3 clusters Score -1.103194e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -11032194.000000 Penalty: 5451.505371
	Iteration 26Q: 3 clusters Score -1.103219e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -11032475.000000 Penalty: 5451.505371
	Iteration 27Q: 3 clusters Score -1.103248e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -11032702.000000 Penalty: 5451.505371
	Iteration 28Q: 3 clusters Score -1.10327e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -11032872.000000 Penalty: 5451.505371
	Iteration 29Q: 3 clusters Score -1.103287e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -11033071.000000 Penalty: 5451.505371
	Iteration 30Q: 3 clusters Score -1.103307e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -11033302.000000 Penalty: 5451.505371
	Iteration 31Q: 3 clusters Score -1.10333e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -11033462.000000 Penalty: 5451.505371
	Iteration 32Q: 3 clusters Score -1.103346e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -11033597.000000 Penalty: 5451.505371
	Iteration 33Q: 3 clusters Score -1.10336e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -11033714.000000 Penalty: 5451.505371
	Iteration 34Q: 3 clusters Score -1.103371e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -11033825.000000 Penalty: 5451.505371
	Iteration 35Q: 3 clusters Score -1.103382e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -11033892.000000 Penalty: 5451.505371
	Iteration 36Q: 3 clusters Score -1.103389e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -11033988.000000 Penalty: 5451.505371
	Iteration 37Q: 3 clusters Score -1.103399e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -11034074.000000 Penalty: 5451.505371
	Iteration 38Q: 3 clusters Score -1.103407e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -11034123.000000 Penalty: 5451.505371
	Iteration 39Q: 3 clusters Score -1.103412e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -11034180.000000 Penalty: 5451.505371
	Iteration 40F: 3 clusters Score -1.103418e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -11034241.000000 Penalty: 5451.505371
	Iteration 41Q: 3 clusters Score -1.103424e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -11034294.000000 Penalty: 5451.505371
	Iteration 42Q: 3 clusters Score -1.103429e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -11034343.000000 Penalty: 5451.505371
	Iteration 43Q: 3 clusters Score -1.103434e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -11034369.000000 Penalty: 5451.505371
	Iteration 44Q: 3 clusters Score -1.103437e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -11034398.000000 Penalty: 5451.505371
	Iteration 45Q: 3 clusters Score -1.10344e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -11034415.000000 Penalty: 5451.505371
	Iteration 46Q: 3 clusters Score -1.103442e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -11034435.000000 Penalty: 5451.505371
	Iteration 47Q: 3 clusters Score -1.103444e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -11034455.000000 Penalty: 5451.505371
	Iteration 48Q: 3 clusters Score -1.103446e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -11034462.000000 Penalty: 5451.505371
	Iteration 49Q: 3 clusters Score -1.103446e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -11034488.000000 Penalty: 5451.505371
	Iteration 50Q: 3 clusters Score -1.103449e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -11034470.000000 Penalty: 5451.505371
	Iteration 51Q: 3 clusters Score -1.103447e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -11034479.000000 Penalty: 5451.505371
	Iteration 52Q: 3 clusters Score -1.103448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -11034467.000000 Penalty: 5451.505371
	Iteration 53Q: 3 clusters Score -1.103447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -11034484.000000 Penalty: 5451.505371
	Iteration 54Q: 3 clusters Score -1.103448e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -11034490.000000 Penalty: 5451.505371
	Iteration 55Q: 3 clusters Score -1.103449e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -11034484.000000 Penalty: 5451.505371
	Iteration 56Q: 3 clusters Score -1.103448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -11034498.000000 Penalty: 5451.505371
	Iteration 57Q: 3 clusters Score -1.10345e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -11034506.000000 Penalty: 5451.505371
	Iteration 58Q: 3 clusters Score -1.103451e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -11034542.000000 Penalty: 5451.505371
	Iteration 59Q: 3 clusters Score -1.103454e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -11034561.000000 Penalty: 5451.505371
	Iteration 60F: 3 clusters Score -1.103456e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -11034589.000000 Penalty: 5451.505371
	Iteration 61Q: 3 clusters Score -1.103459e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -11034584.000000 Penalty: 5451.505371
	Iteration 62Q: 3 clusters Score -1.103458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -11034596.000000 Penalty: 5451.505371
	Iteration 63Q: 3 clusters Score -1.10346e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -11034622.000000 Penalty: 5451.505371
	Iteration 64Q: 3 clusters Score -1.103462e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -11034620.000000 Penalty: 5451.505371
	Iteration 65Q: 3 clusters Score -1.103462e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -11034629.000000 Penalty: 5451.505371
	Iteration 66Q: 3 clusters Score -1.103463e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -11034602.000000 Penalty: 5451.505371
	Iteration 67Q: 3 clusters Score -1.10346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -11034614.000000 Penalty: 5451.505371
	Iteration 68Q: 3 clusters Score -1.103461e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -11034642.000000 Penalty: 5451.505371
	Iteration 69Q: 3 clusters Score -1.103464e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -11034650.000000 Penalty: 5451.505371
	Iteration 70Q: 3 clusters Score -1.103465e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -11034660.000000 Penalty: 5451.505371
	Iteration 71Q: 3 clusters Score -1.103466e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -11034677.000000 Penalty: 5451.505371
	Iteration 72Q: 3 clusters Score -1.103468e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -11034689.000000 Penalty: 5451.505371
	Iteration 73Q: 3 clusters Score -1.103469e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -11034730.000000 Penalty: 5451.505371
	Iteration 74Q: 3 clusters Score -1.103473e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -11034727.000000 Penalty: 5451.505371
	Iteration 75Q: 3 clusters Score -1.103473e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -11034755.000000 Penalty: 5451.505371
	Iteration 76Q: 3 clusters Score -1.103476e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -11034809.000000 Penalty: 5451.505371
	Iteration 77Q: 3 clusters Score -1.103481e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -11034845.000000 Penalty: 5451.505371
	Iteration 78Q: 3 clusters Score -1.103484e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -11034836.000000 Penalty: 5451.505371
	Iteration 79Q: 3 clusters Score -1.103484e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -11034828.000000 Penalty: 5451.505371
	Iteration 80F: 3 clusters Score -1.103483e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -11034845.000000 Penalty: 5451.505371
	Iteration 81Q: 3 clusters Score -1.103484e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -11034824.000000 Penalty: 5451.505371
	Iteration 82Q: 3 clusters Score -1.103482e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -11034846.000000 Penalty: 5451.505371
	Iteration 83Q: 3 clusters Score -1.103485e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -11034869.000000 Penalty: 5451.505371
	Iteration 84Q: 3 clusters Score -1.103487e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -11034881.000000 Penalty: 5451.505371
	Iteration 85Q: 3 clusters Score -1.103488e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -11034853.000000 Penalty: 5451.505371
	Iteration 86Q: 3 clusters Score -1.103485e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -11034860.000000 Penalty: 5451.505371
	Iteration 87Q: 3 clusters Score -1.103486e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -11034757.000000 Penalty: 5451.505371
	Iteration 88Q: 3 clusters Score -1.103476e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -11034627.000000 Penalty: 5451.505371
	Iteration 89Q: 3 clusters Score -1.103463e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -11034524.000000 Penalty: 5451.505371
	Iteration 90Q: 3 clusters Score -1.103452e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -11034298.000000 Penalty: 5451.505371
	Iteration 91Q: 3 clusters Score -1.10343e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -11034160.000000 Penalty: 5451.505371
	Iteration 92Q: 3 clusters Score -1.103416e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -11033953.000000 Penalty: 5451.505371
	Iteration 93Q: 3 clusters Score -1.103395e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -11033718.000000 Penalty: 5451.505371
	Iteration 94Q: 3 clusters Score -1.103372e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -11033544.000000 Penalty: 5451.505371
	Iteration 95Q: 3 clusters Score -1.103354e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -11033378.000000 Penalty: 5451.505371
	Iteration 96Q: 3 clusters Score -1.103338e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -11033195.000000 Penalty: 5451.505371
	Iteration 97Q: 3 clusters Score -1.10332e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -11033080.000000 Penalty: 5451.505371
	Iteration 98Q: 3 clusters Score -1.103308e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -11032976.000000 Penalty: 5451.505371
	Iteration 99Q: 3 clusters Score -1.103298e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -11032850.000000 Penalty: 5451.505371
	Iteration 100F: 3 clusters Score -1.103285e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -11032732.000000 Penalty: 5451.505371
	Iteration 101Q: 3 clusters Score -1.103273e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -11032609.000000 Penalty: 5451.505371
	Iteration 102Q: 3 clusters Score -1.103261e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -11032532.000000 Penalty: 5451.505371
	Iteration 103Q: 3 clusters Score -1.103253e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -11032472.000000 Penalty: 5451.505371
	Iteration 104Q: 3 clusters Score -1.103247e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -11032333.000000 Penalty: 5451.505371
	Iteration 105Q: 3 clusters Score -1.103233e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -11032295.000000 Penalty: 5451.505371
	Iteration 106Q: 3 clusters Score -1.10323e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -11032240.000000 Penalty: 5451.505371
	Iteration 107Q: 3 clusters Score -1.103224e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -11032143.000000 Penalty: 5451.505371
	Iteration 108Q: 3 clusters Score -1.103214e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -11032057.000000 Penalty: 5451.505371
	Iteration 109Q: 3 clusters Score -1.103206e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -11032007.000000 Penalty: 5451.505371
	Iteration 110Q: 3 clusters Score -1.103201e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -11031955.000000 Penalty: 5451.505371
	Iteration 111Q: 3 clusters Score -1.103196e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -11031855.000000 Penalty: 5451.505371
	Iteration 112Q: 3 clusters Score -1.103186e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -11031792.000000 Penalty: 5451.505371
	Iteration 113Q: 3 clusters Score -1.103179e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -11031720.000000 Penalty: 5451.505371
	Iteration 114Q: 3 clusters Score -1.103172e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -11031677.000000 Penalty: 5451.505371
	Iteration 115Q: 3 clusters Score -1.103168e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -11031602.000000 Penalty: 5451.505371
	Iteration 116Q: 3 clusters Score -1.10316e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -11031566.000000 Penalty: 5451.505371
	Iteration 117Q: 3 clusters Score -1.103157e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -11031513.000000 Penalty: 5451.505371
	Iteration 118Q: 3 clusters Score -1.103151e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -11031455.000000 Penalty: 5451.505371
	Iteration 119Q: 3 clusters Score -1.103146e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -11031411.000000 Penalty: 5451.505371
	Iteration 120F: 3 clusters Score -1.103141e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -11031384.000000 Penalty: 5451.505371
	Iteration 121Q: 3 clusters Score -1.103138e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -11031330.000000 Penalty: 5451.505371
	Iteration 122Q: 3 clusters Score -1.103133e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -11031274.000000 Penalty: 5451.505371
	Iteration 123Q: 3 clusters Score -1.103127e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -11031224.000000 Penalty: 5451.505371
	Iteration 124Q: 3 clusters Score -1.103122e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -11031202.000000 Penalty: 5451.505371
	Iteration 125Q: 3 clusters Score -1.10312e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -11031156.000000 Penalty: 5451.505371
	Iteration 126Q: 3 clusters Score -1.103116e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -11031116.000000 Penalty: 5451.505371
	Iteration 127Q: 3 clusters Score -1.103112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -11031083.000000 Penalty: 5451.505371
	Iteration 128Q: 3 clusters Score -1.103108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -11031058.000000 Penalty: 5451.505371
	Iteration 129Q: 3 clusters Score -1.103106e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -11031050.000000 Penalty: 5451.505371
	Iteration 130Q: 3 clusters Score -1.103105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -11031038.000000 Penalty: 5451.505371
	Iteration 131Q: 3 clusters Score -1.103104e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11031032.000000 Penalty: 5451.505371
	Iteration 132Q: 3 clusters Score -1.103103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -11031011.000000 Penalty: 5451.505371
	Iteration 133Q: 3 clusters Score -1.103101e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -11030985.000000 Penalty: 5451.505371
	Iteration 134Q: 3 clusters Score -1.103098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -11030969.000000 Penalty: 5451.505371
	Iteration 135Q: 3 clusters Score -1.103097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -11030959.000000 Penalty: 5451.505371
	Iteration 136Q: 3 clusters Score -1.103096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -11030939.000000 Penalty: 5451.505371
	Iteration 137Q: 3 clusters Score -1.103094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -11030935.000000 Penalty: 5451.505371
	Iteration 138Q: 3 clusters Score -1.103094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -11030918.000000 Penalty: 5451.505371
	Iteration 139Q: 3 clusters Score -1.103092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -11030892.000000 Penalty: 5451.505371
	Iteration 140F: 3 clusters Score -1.103089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -11030899.000000 Penalty: 5451.505371
	Iteration 141Q: 3 clusters Score -1.10309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -11030880.000000 Penalty: 5451.505371
	Iteration 142Q: 3 clusters Score -1.103088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -11030875.000000 Penalty: 5451.505371
	Iteration 143Q: 3 clusters Score -1.103088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -11030872.000000 Penalty: 5451.505371
	Iteration 144Q: 3 clusters Score -1.103087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -11030867.000000 Penalty: 5451.505371
	Iteration 145Q: 3 clusters Score -1.103087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -11030862.000000 Penalty: 5451.505371
	Iteration 146Q: 3 clusters Score -1.103086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -11030858.000000 Penalty: 5451.505371
	Iteration 147Q: 3 clusters Score -1.103086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -11030852.000000 Penalty: 5451.505371
	Iteration 148Q: 3 clusters Score -1.103085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -11030846.000000 Penalty: 5451.505371
	Iteration 149Q: 3 clusters Score -1.103085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -11030846.000000 Penalty: 5451.505371
	Iteration 150F: 3 clusters Score -1.103085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 57424 members 
Mstep: Class 5 contains 66623 members 
Mstep: Class 6 contains 59690 members 
Mstep: Class 7 contains 53174 members 
Mstep: Class 8 contains 48327 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 58954 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 56587 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 62384 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 23 contains 72081 members 
Entering Unmasked Estep 
Score: -110048944.000000 Penalty: 62712.195312
Splitting cluster 13 changes total score from -110046296.000000 to -110048944.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 18 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -516643.687500 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -516643.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -513383.437500 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -513383.4 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -514751.781250 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -514751.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -516413.437500 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -516413.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -517874.375000 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -517874.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -518273.812500 Penalty: 3984.533447
	Iteration 4F: 3 clusters Score -518273.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -518395.656250 Penalty: 3984.533447
	Iteration 5Q: 3 clusters Score -518395.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -518453.437500 Penalty: 3984.533447
	Iteration 6Q: 3 clusters Score -518453.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -518482.031250 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -518482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -518498.687500 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -518498.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -518512.906250 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -518512.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -518519.062500 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -518519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -518525.968750 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -518526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -518528.000000 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -518528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -518530.000000 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -518530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -518532.062500 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -518532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -518532.500000 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -518532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -518532.500000 Penalty: 3984.533447
	Iteration 16F: 3 clusters Score -518532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 57424 members 
Mstep: Class 5 contains 66623 members 
Mstep: Class 6 contains 59690 members 
Mstep: Class 7 contains 53174 members 
Mstep: Class 8 contains 48327 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 58954 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 56587 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 62384 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 23 contains 72081 members 
Entering Unmasked Estep 
Score: -110049616.000000 Penalty: 66012.835938
Splitting cluster 18 changes total score from -110046296.000000 to -110049616.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 19 (62384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Entering Unmasked Estep 
Score: -11541937.000000 Penalty: 2738.183838
	Iteration 0F: 2 clusters Score -1.154194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -11512497.000000 Penalty: 5476.367676
	Iteration 0F: 3 clusters Score -1.15125e+07 nChanged 29172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -11528648.000000 Penalty: 5476.367676
	Iteration 1F: 3 clusters Score -1.152865e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -11529214.000000 Penalty: 5476.367676
	Iteration 2Q: 3 clusters Score -1.152921e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -11529768.000000 Penalty: 5476.367676
	Iteration 3Q: 3 clusters Score -1.152977e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -11530291.000000 Penalty: 5476.367676
	Iteration 4Q: 3 clusters Score -1.153029e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -11530676.000000 Penalty: 5476.367676
	Iteration 5Q: 3 clusters Score -1.153068e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -11531058.000000 Penalty: 5476.367676
	Iteration 6Q: 3 clusters Score -1.153106e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -11531517.000000 Penalty: 5476.367676
	Iteration 7Q: 3 clusters Score -1.153152e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -11531991.000000 Penalty: 5476.367676
	Iteration 8Q: 3 clusters Score -1.153199e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -11532639.000000 Penalty: 5476.367676
	Iteration 9Q: 3 clusters Score -1.153264e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -11533537.000000 Penalty: 5476.367676
	Iteration 10Q: 3 clusters Score -1.153354e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -11534932.000000 Penalty: 5476.367676
	Iteration 11Q: 3 clusters Score -1.153493e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -11537046.000000 Penalty: 5476.367676
	Iteration 12Q: 3 clusters Score -1.153705e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -11539590.000000 Penalty: 5476.367676
	Iteration 13F: 3 clusters Score -1.153959e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -11541799.000000 Penalty: 5476.367676
	Iteration 14F: 3 clusters Score -1.15418e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -11542821.000000 Penalty: 5476.367676
	Iteration 15Q: 3 clusters Score -1.154282e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -11543253.000000 Penalty: 5476.367676
	Iteration 16Q: 3 clusters Score -1.154325e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -11543458.000000 Penalty: 5476.367676
	Iteration 17Q: 3 clusters Score -1.154346e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -11543592.000000 Penalty: 5476.367676
	Iteration 18Q: 3 clusters Score -1.154359e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -11543743.000000 Penalty: 5476.367676
	Iteration 19Q: 3 clusters Score -1.154374e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -11543899.000000 Penalty: 5476.367676
	Iteration 20F: 3 clusters Score -1.15439e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -11544046.000000 Penalty: 5476.367676
	Iteration 21Q: 3 clusters Score -1.154405e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -11544219.000000 Penalty: 5476.367676
	Iteration 22Q: 3 clusters Score -1.154422e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -11544409.000000 Penalty: 5476.367676
	Iteration 23Q: 3 clusters Score -1.154441e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -11544556.000000 Penalty: 5476.367676
	Iteration 24Q: 3 clusters Score -1.154456e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -11544732.000000 Penalty: 5476.367676
	Iteration 25Q: 3 clusters Score -1.154473e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -11544938.000000 Penalty: 5476.367676
	Iteration 26Q: 3 clusters Score -1.154494e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -11545055.000000 Penalty: 5476.367676
	Iteration 27Q: 3 clusters Score -1.154506e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -11545267.000000 Penalty: 5476.367676
	Iteration 28Q: 3 clusters Score -1.154527e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -11545420.000000 Penalty: 5476.367676
	Iteration 29Q: 3 clusters Score -1.154542e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -11545520.000000 Penalty: 5476.367676
	Iteration 30Q: 3 clusters Score -1.154552e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -11545604.000000 Penalty: 5476.367676
	Iteration 31Q: 3 clusters Score -1.15456e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -11545758.000000 Penalty: 5476.367676
	Iteration 32Q: 3 clusters Score -1.154576e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -11545833.000000 Penalty: 5476.367676
	Iteration 33Q: 3 clusters Score -1.154583e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -11545906.000000 Penalty: 5476.367676
	Iteration 34Q: 3 clusters Score -1.154591e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -11546000.000000 Penalty: 5476.367676
	Iteration 35Q: 3 clusters Score -1.1546e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -11546101.000000 Penalty: 5476.367676
	Iteration 36Q: 3 clusters Score -1.15461e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -11546165.000000 Penalty: 5476.367676
	Iteration 37Q: 3 clusters Score -1.154616e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -11546144.000000 Penalty: 5476.367676
	Iteration 38Q: 3 clusters Score -1.154614e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -11546181.000000 Penalty: 5476.367676
	Iteration 39Q: 3 clusters Score -1.154618e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -11546254.000000 Penalty: 5476.367676
	Iteration 40F: 3 clusters Score -1.154625e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -11546277.000000 Penalty: 5476.367676
	Iteration 41Q: 3 clusters Score -1.154628e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -11546378.000000 Penalty: 5476.367676
	Iteration 42Q: 3 clusters Score -1.154638e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -11546415.000000 Penalty: 5476.367676
	Iteration 43Q: 3 clusters Score -1.154642e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -11546419.000000 Penalty: 5476.367676
	Iteration 44Q: 3 clusters Score -1.154642e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -11546426.000000 Penalty: 5476.367676
	Iteration 45Q: 3 clusters Score -1.154643e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -11546432.000000 Penalty: 5476.367676
	Iteration 46Q: 3 clusters Score -1.154643e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -11546423.000000 Penalty: 5476.367676
	Iteration 47Q: 3 clusters Score -1.154642e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -11546384.000000 Penalty: 5476.367676
	Iteration 48Q: 3 clusters Score -1.154638e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -11546367.000000 Penalty: 5476.367676
	Iteration 49Q: 3 clusters Score -1.154637e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -11546344.000000 Penalty: 5476.367676
	Iteration 50Q: 3 clusters Score -1.154634e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -11546378.000000 Penalty: 5476.367676
	Iteration 51Q: 3 clusters Score -1.154638e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -11546340.000000 Penalty: 5476.367676
	Iteration 52Q: 3 clusters Score -1.154634e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -11546287.000000 Penalty: 5476.367676
	Iteration 53Q: 3 clusters Score -1.154629e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -11546232.000000 Penalty: 5476.367676
	Iteration 54Q: 3 clusters Score -1.154623e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -11546196.000000 Penalty: 5476.367676
	Iteration 55Q: 3 clusters Score -1.15462e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -11546235.000000 Penalty: 5476.367676
	Iteration 56Q: 3 clusters Score -1.154624e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -11546210.000000 Penalty: 5476.367676
	Iteration 57Q: 3 clusters Score -1.154621e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -11546174.000000 Penalty: 5476.367676
	Iteration 58Q: 3 clusters Score -1.154617e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -11546156.000000 Penalty: 5476.367676
	Iteration 59Q: 3 clusters Score -1.154616e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -11546174.000000 Penalty: 5476.367676
	Iteration 60F: 3 clusters Score -1.154617e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -11546186.000000 Penalty: 5476.367676
	Iteration 61Q: 3 clusters Score -1.154619e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -11546190.000000 Penalty: 5476.367676
	Iteration 62Q: 3 clusters Score -1.154619e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -11546240.000000 Penalty: 5476.367676
	Iteration 63Q: 3 clusters Score -1.154624e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -11546264.000000 Penalty: 5476.367676
	Iteration 64Q: 3 clusters Score -1.154626e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -11546288.000000 Penalty: 5476.367676
	Iteration 65Q: 3 clusters Score -1.154629e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -11546318.000000 Penalty: 5476.367676
	Iteration 66Q: 3 clusters Score -1.154632e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -11546332.000000 Penalty: 5476.367676
	Iteration 67Q: 3 clusters Score -1.154633e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -11546334.000000 Penalty: 5476.367676
	Iteration 68Q: 3 clusters Score -1.154633e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -11546349.000000 Penalty: 5476.367676
	Iteration 69Q: 3 clusters Score -1.154635e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -11546369.000000 Penalty: 5476.367676
	Iteration 70Q: 3 clusters Score -1.154637e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -11546392.000000 Penalty: 5476.367676
	Iteration 71Q: 3 clusters Score -1.154639e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -11546374.000000 Penalty: 5476.367676
	Iteration 72Q: 3 clusters Score -1.154637e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -11546384.000000 Penalty: 5476.367676
	Iteration 73Q: 3 clusters Score -1.154638e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -11546324.000000 Penalty: 5476.367676
	Iteration 74Q: 3 clusters Score -1.154632e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -11546332.000000 Penalty: 5476.367676
	Iteration 75Q: 3 clusters Score -1.154633e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -11546389.000000 Penalty: 5476.367676
	Iteration 76Q: 3 clusters Score -1.154639e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -11546443.000000 Penalty: 5476.367676
	Iteration 77Q: 3 clusters Score -1.154644e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -11546435.000000 Penalty: 5476.367676
	Iteration 78Q: 3 clusters Score -1.154644e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -11546447.000000 Penalty: 5476.367676
	Iteration 79Q: 3 clusters Score -1.154645e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -11546454.000000 Penalty: 5476.367676
	Iteration 80F: 3 clusters Score -1.154645e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -11546473.000000 Penalty: 5476.367676
	Iteration 81Q: 3 clusters Score -1.154647e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -11546380.000000 Penalty: 5476.367676
	Iteration 82Q: 3 clusters Score -1.154638e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -11546389.000000 Penalty: 5476.367676
	Iteration 83Q: 3 clusters Score -1.154639e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -11546373.000000 Penalty: 5476.367676
	Iteration 84Q: 3 clusters Score -1.154637e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -11546392.000000 Penalty: 5476.367676
	Iteration 85Q: 3 clusters Score -1.154639e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -11546416.000000 Penalty: 5476.367676
	Iteration 86Q: 3 clusters Score -1.154642e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -11546408.000000 Penalty: 5476.367676
	Iteration 87Q: 3 clusters Score -1.154641e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -11546412.000000 Penalty: 5476.367676
	Iteration 88Q: 3 clusters Score -1.154641e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -11546420.000000 Penalty: 5476.367676
	Iteration 89Q: 3 clusters Score -1.154642e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -11546493.000000 Penalty: 5476.367676
	Iteration 90Q: 3 clusters Score -1.154649e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -11546499.000000 Penalty: 5476.367676
	Iteration 91Q: 3 clusters Score -1.15465e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -11546564.000000 Penalty: 5476.367676
	Iteration 92Q: 3 clusters Score -1.154656e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -11546663.000000 Penalty: 5476.367676
	Iteration 93Q: 3 clusters Score -1.154666e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -11546650.000000 Penalty: 5476.367676
	Iteration 94Q: 3 clusters Score -1.154665e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -11546669.000000 Penalty: 5476.367676
	Iteration 95Q: 3 clusters Score -1.154667e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -11546723.000000 Penalty: 5476.367676
	Iteration 96Q: 3 clusters Score -1.154672e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -11546773.000000 Penalty: 5476.367676
	Iteration 97Q: 3 clusters Score -1.154677e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -11546761.000000 Penalty: 5476.367676
	Iteration 98Q: 3 clusters Score -1.154676e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -11546780.000000 Penalty: 5476.367676
	Iteration 99Q: 3 clusters Score -1.154678e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -11546811.000000 Penalty: 5476.367676
	Iteration 100F: 3 clusters Score -1.154681e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -11546795.000000 Penalty: 5476.367676
	Iteration 101Q: 3 clusters Score -1.15468e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -11546781.000000 Penalty: 5476.367676
	Iteration 102Q: 3 clusters Score -1.154678e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -11546780.000000 Penalty: 5476.367676
	Iteration 103Q: 3 clusters Score -1.154678e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -11546812.000000 Penalty: 5476.367676
	Iteration 104Q: 3 clusters Score -1.154681e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -11546846.000000 Penalty: 5476.367676
	Iteration 105Q: 3 clusters Score -1.154685e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -11546853.000000 Penalty: 5476.367676
	Iteration 106Q: 3 clusters Score -1.154685e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -11546887.000000 Penalty: 5476.367676
	Iteration 107Q: 3 clusters Score -1.154689e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -11546924.000000 Penalty: 5476.367676
	Iteration 108Q: 3 clusters Score -1.154692e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -11546947.000000 Penalty: 5476.367676
	Iteration 109Q: 3 clusters Score -1.154695e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -11546910.000000 Penalty: 5476.367676
	Iteration 110Q: 3 clusters Score -1.154691e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -11546941.000000 Penalty: 5476.367676
	Iteration 111Q: 3 clusters Score -1.154694e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -11546947.000000 Penalty: 5476.367676
	Iteration 112Q: 3 clusters Score -1.154695e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -11546930.000000 Penalty: 5476.367676
	Iteration 113Q: 3 clusters Score -1.154693e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -11546934.000000 Penalty: 5476.367676
	Iteration 114Q: 3 clusters Score -1.154693e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -11546935.000000 Penalty: 5476.367676
	Iteration 115Q: 3 clusters Score -1.154694e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -11546954.000000 Penalty: 5476.367676
	Iteration 116Q: 3 clusters Score -1.154695e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -11546969.000000 Penalty: 5476.367676
	Iteration 117Q: 3 clusters Score -1.154697e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -11546980.000000 Penalty: 5476.367676
	Iteration 118Q: 3 clusters Score -1.154698e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -11546971.000000 Penalty: 5476.367676
	Iteration 119Q: 3 clusters Score -1.154697e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -11546971.000000 Penalty: 5476.367676
	Iteration 120F: 3 clusters Score -1.154697e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -11546981.000000 Penalty: 5476.367676
	Iteration 121Q: 3 clusters Score -1.154698e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -11546990.000000 Penalty: 5476.367676
	Iteration 122Q: 3 clusters Score -1.154699e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -11546989.000000 Penalty: 5476.367676
	Iteration 123Q: 3 clusters Score -1.154699e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -11546991.000000 Penalty: 5476.367676
	Iteration 124Q: 3 clusters Score -1.154699e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -11547008.000000 Penalty: 5476.367676
	Iteration 125Q: 3 clusters Score -1.154701e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -11547022.000000 Penalty: 5476.367676
	Iteration 126Q: 3 clusters Score -1.154702e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -11547027.000000 Penalty: 5476.367676
	Iteration 127Q: 3 clusters Score -1.154703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -11547035.000000 Penalty: 5476.367676
	Iteration 128Q: 3 clusters Score -1.154704e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -11547047.000000 Penalty: 5476.367676
	Iteration 129Q: 3 clusters Score -1.154705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -11547060.000000 Penalty: 5476.367676
	Iteration 130Q: 3 clusters Score -1.154706e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -11547055.000000 Penalty: 5476.367676
	Iteration 131Q: 3 clusters Score -1.154706e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -11547061.000000 Penalty: 5476.367676
	Iteration 132Q: 3 clusters Score -1.154706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -11547058.000000 Penalty: 5476.367676
	Iteration 133Q: 3 clusters Score -1.154706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -11547063.000000 Penalty: 5476.367676
	Iteration 134Q: 3 clusters Score -1.154706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -11547065.000000 Penalty: 5476.367676
	Iteration 135Q: 3 clusters Score -1.154706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -11547052.000000 Penalty: 5476.367676
	Iteration 136Q: 3 clusters Score -1.154705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -11547067.000000 Penalty: 5476.367676
	Iteration 137Q: 3 clusters Score -1.154707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -11547065.000000 Penalty: 5476.367676
	Iteration 138Q: 3 clusters Score -1.154706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -11547059.000000 Penalty: 5476.367676
	Iteration 139Q: 3 clusters Score -1.154706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -11547061.000000 Penalty: 5476.367676
	Iteration 140F: 3 clusters Score -1.154706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -11547059.000000 Penalty: 5476.367676
	Iteration 141Q: 3 clusters Score -1.154706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -11547060.000000 Penalty: 5476.367676
	Iteration 142Q: 3 clusters Score -1.154706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -11547074.000000 Penalty: 5476.367676
	Iteration 143Q: 3 clusters Score -1.154707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -11547069.000000 Penalty: 5476.367676
	Iteration 144Q: 3 clusters Score -1.154707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -11547067.000000 Penalty: 5476.367676
	Iteration 145Q: 3 clusters Score -1.154707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -11547061.000000 Penalty: 5476.367676
	Iteration 146Q: 3 clusters Score -1.154706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -11547056.000000 Penalty: 5476.367676
	Iteration 147Q: 3 clusters Score -1.154706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -11547060.000000 Penalty: 5476.367676
	Iteration 148Q: 3 clusters Score -1.154706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -11547057.000000 Penalty: 5476.367676
	Iteration 149Q: 3 clusters Score -1.154706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -11547063.000000 Penalty: 5476.367676
	Iteration 150Q: 3 clusters Score -1.154706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -11547057.000000 Penalty: 5476.367676
	Iteration 151Q: 3 clusters Score -1.154706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -11547057.000000 Penalty: 5476.367676
	Iteration 152F: 3 clusters Score -1.154706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 57424 members 
Mstep: Class 5 contains 66623 members 
Mstep: Class 6 contains 59690 members 
Mstep: Class 7 contains 53174 members 
Mstep: Class 8 contains 48327 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 58954 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 56587 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 15330 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 47054 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 23 contains 72081 members 
Entering Unmasked Estep 
Score: -110054080.000000 Penalty: 69313.484375
Splitting cluster 19 changes total score from -110046296.000000 to -110054080.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 20 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -273914.843750 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -273914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -271867.500000 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -271867.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -274453.031250 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -274453 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -276211.906250 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -276211.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -277181.281250 Penalty: 3665.530029
	Iteration 3F: 3 clusters Score -277181.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -277483.250000 Penalty: 3665.530029
	Iteration 4Q: 3 clusters Score -277483.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -277505.062500 Penalty: 3665.530029
	Iteration 5Q: 3 clusters Score -277505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -277542.687500 Penalty: 3665.530029
	Iteration 6Q: 3 clusters Score -277542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -277611.718750 Penalty: 3665.530029
	Iteration 7Q: 3 clusters Score -277611.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -277638.906250 Penalty: 3665.530029
	Iteration 8Q: 3 clusters Score -277638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -277642.312500 Penalty: 3665.530029
	Iteration 9Q: 3 clusters Score -277642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -277642.312500 Penalty: 3665.530029
	Iteration 10F: 3 clusters Score -277642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 57424 members 
Mstep: Class 5 contains 66623 members 
Mstep: Class 6 contains 59690 members 
Mstep: Class 7 contains 53174 members 
Mstep: Class 8 contains 48327 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 58954 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 56587 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 15330 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 47054 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 23 contains 72081 members 
Entering Unmasked Estep 
Score: -110056400.000000 Penalty: 72614.125000
Splitting cluster 20 changes total score from -110046296.000000 to -110056400.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 23 (72081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Entering Unmasked Estep 
Score: -13548046.000000 Penalty: 2774.015381
	Iteration 0F: 2 clusters Score -1.354805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -13520786.000000 Penalty: 5548.030762
	Iteration 0F: 3 clusters Score -1.352079e+07 nChanged 33609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -13539850.000000 Penalty: 5548.030762
	Iteration 1F: 3 clusters Score -1.353985e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -13540722.000000 Penalty: 5548.030762
	Iteration 2Q: 3 clusters Score -1.354072e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -13541698.000000 Penalty: 5548.030762
	Iteration 3Q: 3 clusters Score -1.35417e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -13542843.000000 Penalty: 5548.030762
	Iteration 4Q: 3 clusters Score -1.354284e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -13543907.000000 Penalty: 5548.030762
	Iteration 5Q: 3 clusters Score -1.354391e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -13544997.000000 Penalty: 5548.030762
	Iteration 6F: 3 clusters Score -1.3545e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -13546131.000000 Penalty: 5548.030762
	Iteration 7F: 3 clusters Score -1.354613e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -13547346.000000 Penalty: 5548.030762
	Iteration 8F: 3 clusters Score -1.354735e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -13549140.000000 Penalty: 5548.030762
	Iteration 9F: 3 clusters Score -1.354914e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -13551318.000000 Penalty: 5548.030762
	Iteration 10F: 3 clusters Score -1.355132e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -13553215.000000 Penalty: 5548.030762
	Iteration 11F: 3 clusters Score -1.355322e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -13554309.000000 Penalty: 5548.030762
	Iteration 12Q: 3 clusters Score -1.355431e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -13554860.000000 Penalty: 5548.030762
	Iteration 13Q: 3 clusters Score -1.355486e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -13555203.000000 Penalty: 5548.030762
	Iteration 14Q: 3 clusters Score -1.35552e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -13555419.000000 Penalty: 5548.030762
	Iteration 15Q: 3 clusters Score -1.355542e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -13555707.000000 Penalty: 5548.030762
	Iteration 16Q: 3 clusters Score -1.355571e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -13555864.000000 Penalty: 5548.030762
	Iteration 17Q: 3 clusters Score -1.355586e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -13556106.000000 Penalty: 5548.030762
	Iteration 18Q: 3 clusters Score -1.355611e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -13556290.000000 Penalty: 5548.030762
	Iteration 19Q: 3 clusters Score -1.355629e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -13556472.000000 Penalty: 5548.030762
	Iteration 20F: 3 clusters Score -1.355647e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -13556588.000000 Penalty: 5548.030762
	Iteration 21Q: 3 clusters Score -1.355659e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -13556694.000000 Penalty: 5548.030762
	Iteration 22Q: 3 clusters Score -1.355669e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -13556792.000000 Penalty: 5548.030762
	Iteration 23Q: 3 clusters Score -1.355679e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -13556965.000000 Penalty: 5548.030762
	Iteration 24Q: 3 clusters Score -1.355696e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -13557039.000000 Penalty: 5548.030762
	Iteration 25Q: 3 clusters Score -1.355704e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -13557186.000000 Penalty: 5548.030762
	Iteration 26Q: 3 clusters Score -1.355719e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -13557334.000000 Penalty: 5548.030762
	Iteration 27Q: 3 clusters Score -1.355733e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -13557453.000000 Penalty: 5548.030762
	Iteration 28Q: 3 clusters Score -1.355745e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -13557522.000000 Penalty: 5548.030762
	Iteration 29Q: 3 clusters Score -1.355752e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -13557708.000000 Penalty: 5548.030762
	Iteration 30Q: 3 clusters Score -1.355771e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -13557887.000000 Penalty: 5548.030762
	Iteration 31Q: 3 clusters Score -1.355789e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -13557978.000000 Penalty: 5548.030762
	Iteration 32Q: 3 clusters Score -1.355798e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -13558122.000000 Penalty: 5548.030762
	Iteration 33Q: 3 clusters Score -1.355812e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -13558189.000000 Penalty: 5548.030762
	Iteration 34Q: 3 clusters Score -1.355819e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -13558302.000000 Penalty: 5548.030762
	Iteration 35Q: 3 clusters Score -1.35583e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -13558349.000000 Penalty: 5548.030762
	Iteration 36Q: 3 clusters Score -1.355835e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -13558414.000000 Penalty: 5548.030762
	Iteration 37Q: 3 clusters Score -1.355841e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -13558473.000000 Penalty: 5548.030762
	Iteration 38Q: 3 clusters Score -1.355847e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -13558520.000000 Penalty: 5548.030762
	Iteration 39Q: 3 clusters Score -1.355852e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -13558710.000000 Penalty: 5548.030762
	Iteration 40F: 3 clusters Score -1.355871e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -13558721.000000 Penalty: 5548.030762
	Iteration 41Q: 3 clusters Score -1.355872e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -13558742.000000 Penalty: 5548.030762
	Iteration 42Q: 3 clusters Score -1.355874e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -13558778.000000 Penalty: 5548.030762
	Iteration 43Q: 3 clusters Score -1.355878e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -13558842.000000 Penalty: 5548.030762
	Iteration 44Q: 3 clusters Score -1.355884e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -13558953.000000 Penalty: 5548.030762
	Iteration 45Q: 3 clusters Score -1.355895e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -13558967.000000 Penalty: 5548.030762
	Iteration 46Q: 3 clusters Score -1.355897e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -13558960.000000 Penalty: 5548.030762
	Iteration 47Q: 3 clusters Score -1.355896e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -13558996.000000 Penalty: 5548.030762
	Iteration 48Q: 3 clusters Score -1.3559e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -13559106.000000 Penalty: 5548.030762
	Iteration 49Q: 3 clusters Score -1.355911e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -13559128.000000 Penalty: 5548.030762
	Iteration 50Q: 3 clusters Score -1.355913e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -13559244.000000 Penalty: 5548.030762
	Iteration 51Q: 3 clusters Score -1.355924e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -13559278.000000 Penalty: 5548.030762
	Iteration 52Q: 3 clusters Score -1.355928e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -13559342.000000 Penalty: 5548.030762
	Iteration 53Q: 3 clusters Score -1.355934e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -13559417.000000 Penalty: 5548.030762
	Iteration 54Q: 3 clusters Score -1.355942e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -13559383.000000 Penalty: 5548.030762
	Iteration 55Q: 3 clusters Score -1.355938e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -13559356.000000 Penalty: 5548.030762
	Iteration 56Q: 3 clusters Score -1.355936e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -13559384.000000 Penalty: 5548.030762
	Iteration 57Q: 3 clusters Score -1.355938e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -13559388.000000 Penalty: 5548.030762
	Iteration 58Q: 3 clusters Score -1.355939e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -13559363.000000 Penalty: 5548.030762
	Iteration 59Q: 3 clusters Score -1.355936e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -13559397.000000 Penalty: 5548.030762
	Iteration 60F: 3 clusters Score -1.35594e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -13559406.000000 Penalty: 5548.030762
	Iteration 61Q: 3 clusters Score -1.355941e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -13559444.000000 Penalty: 5548.030762
	Iteration 62Q: 3 clusters Score -1.355944e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -13559485.000000 Penalty: 5548.030762
	Iteration 63Q: 3 clusters Score -1.355948e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -13559484.000000 Penalty: 5548.030762
	Iteration 64Q: 3 clusters Score -1.355948e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -13559487.000000 Penalty: 5548.030762
	Iteration 65Q: 3 clusters Score -1.355949e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -13559463.000000 Penalty: 5548.030762
	Iteration 66Q: 3 clusters Score -1.355946e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -13559488.000000 Penalty: 5548.030762
	Iteration 67Q: 3 clusters Score -1.355949e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -13559451.000000 Penalty: 5548.030762
	Iteration 68Q: 3 clusters Score -1.355945e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -13559470.000000 Penalty: 5548.030762
	Iteration 69Q: 3 clusters Score -1.355947e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -13559432.000000 Penalty: 5548.030762
	Iteration 70Q: 3 clusters Score -1.355943e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -13559416.000000 Penalty: 5548.030762
	Iteration 71Q: 3 clusters Score -1.355942e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -13559401.000000 Penalty: 5548.030762
	Iteration 72Q: 3 clusters Score -1.35594e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -13559411.000000 Penalty: 5548.030762
	Iteration 73Q: 3 clusters Score -1.355941e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -13559442.000000 Penalty: 5548.030762
	Iteration 74Q: 3 clusters Score -1.355944e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -13559492.000000 Penalty: 5548.030762
	Iteration 75Q: 3 clusters Score -1.355949e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -13559521.000000 Penalty: 5548.030762
	Iteration 76Q: 3 clusters Score -1.355952e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -13559515.000000 Penalty: 5548.030762
	Iteration 77Q: 3 clusters Score -1.355952e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -13559520.000000 Penalty: 5548.030762
	Iteration 78Q: 3 clusters Score -1.355952e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -13559447.000000 Penalty: 5548.030762
	Iteration 79Q: 3 clusters Score -1.355945e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -13559421.000000 Penalty: 5548.030762
	Iteration 80F: 3 clusters Score -1.355942e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -13559428.000000 Penalty: 5548.030762
	Iteration 81Q: 3 clusters Score -1.355943e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -13559422.000000 Penalty: 5548.030762
	Iteration 82Q: 3 clusters Score -1.355942e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -13559374.000000 Penalty: 5548.030762
	Iteration 83Q: 3 clusters Score -1.355937e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -13559306.000000 Penalty: 5548.030762
	Iteration 84Q: 3 clusters Score -1.355931e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -13559239.000000 Penalty: 5548.030762
	Iteration 85Q: 3 clusters Score -1.355924e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -13559212.000000 Penalty: 5548.030762
	Iteration 86Q: 3 clusters Score -1.355921e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -13559190.000000 Penalty: 5548.030762
	Iteration 87Q: 3 clusters Score -1.355919e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -13559150.000000 Penalty: 5548.030762
	Iteration 88Q: 3 clusters Score -1.355915e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -13559131.000000 Penalty: 5548.030762
	Iteration 89Q: 3 clusters Score -1.355913e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -13559094.000000 Penalty: 5548.030762
	Iteration 90Q: 3 clusters Score -1.355909e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -13559048.000000 Penalty: 5548.030762
	Iteration 91Q: 3 clusters Score -1.355905e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -13559000.000000 Penalty: 5548.030762
	Iteration 92Q: 3 clusters Score -1.3559e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -13559010.000000 Penalty: 5548.030762
	Iteration 93Q: 3 clusters Score -1.355901e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -13559004.000000 Penalty: 5548.030762
	Iteration 94Q: 3 clusters Score -1.3559e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -13559012.000000 Penalty: 5548.030762
	Iteration 95Q: 3 clusters Score -1.355901e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -13559002.000000 Penalty: 5548.030762
	Iteration 96Q: 3 clusters Score -1.3559e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -13558998.000000 Penalty: 5548.030762
	Iteration 97Q: 3 clusters Score -1.3559e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -13558963.000000 Penalty: 5548.030762
	Iteration 98Q: 3 clusters Score -1.355896e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -13558940.000000 Penalty: 5548.030762
	Iteration 99Q: 3 clusters Score -1.355894e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -13558922.000000 Penalty: 5548.030762
	Iteration 100F: 3 clusters Score -1.355892e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -13558922.000000 Penalty: 5548.030762
	Iteration 101Q: 3 clusters Score -1.355892e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -13558895.000000 Penalty: 5548.030762
	Iteration 102Q: 3 clusters Score -1.35589e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -13558855.000000 Penalty: 5548.030762
	Iteration 103Q: 3 clusters Score -1.355886e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -13558840.000000 Penalty: 5548.030762
	Iteration 104Q: 3 clusters Score -1.355884e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -13558826.000000 Penalty: 5548.030762
	Iteration 105Q: 3 clusters Score -1.355883e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -13558816.000000 Penalty: 5548.030762
	Iteration 106Q: 3 clusters Score -1.355882e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -13558817.000000 Penalty: 5548.030762
	Iteration 107Q: 3 clusters Score -1.355882e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -13558803.000000 Penalty: 5548.030762
	Iteration 108Q: 3 clusters Score -1.35588e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -13558810.000000 Penalty: 5548.030762
	Iteration 109Q: 3 clusters Score -1.355881e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -13558793.000000 Penalty: 5548.030762
	Iteration 110Q: 3 clusters Score -1.355879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -13558789.000000 Penalty: 5548.030762
	Iteration 111Q: 3 clusters Score -1.355879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -13558789.000000 Penalty: 5548.030762
	Iteration 112Q: 3 clusters Score -1.355879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -13558777.000000 Penalty: 5548.030762
	Iteration 113Q: 3 clusters Score -1.355878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -13558776.000000 Penalty: 5548.030762
	Iteration 114Q: 3 clusters Score -1.355878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -13558787.000000 Penalty: 5548.030762
	Iteration 115Q: 3 clusters Score -1.355879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -13558781.000000 Penalty: 5548.030762
	Iteration 116Q: 3 clusters Score -1.355878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -13558800.000000 Penalty: 5548.030762
	Iteration 117Q: 3 clusters Score -1.35588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -13558803.000000 Penalty: 5548.030762
	Iteration 118Q: 3 clusters Score -1.35588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -13558806.000000 Penalty: 5548.030762
	Iteration 119Q: 3 clusters Score -1.355881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -13558825.000000 Penalty: 5548.030762
	Iteration 120F: 3 clusters Score -1.355882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -13558821.000000 Penalty: 5548.030762
	Iteration 121Q: 3 clusters Score -1.355882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -13558819.000000 Penalty: 5548.030762
	Iteration 122Q: 3 clusters Score -1.355882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -13558825.000000 Penalty: 5548.030762
	Iteration 123Q: 3 clusters Score -1.355882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -13558814.000000 Penalty: 5548.030762
	Iteration 124Q: 3 clusters Score -1.355881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -13558825.000000 Penalty: 5548.030762
	Iteration 125Q: 3 clusters Score -1.355882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -13558819.000000 Penalty: 5548.030762
	Iteration 126Q: 3 clusters Score -1.355882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -13558818.000000 Penalty: 5548.030762
	Iteration 127Q: 3 clusters Score -1.355882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -13558827.000000 Penalty: 5548.030762
	Iteration 128Q: 3 clusters Score -1.355883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -13558830.000000 Penalty: 5548.030762
	Iteration 129Q: 3 clusters Score -1.355883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -13558823.000000 Penalty: 5548.030762
	Iteration 130Q: 3 clusters Score -1.355882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -13558827.000000 Penalty: 5548.030762
	Iteration 131Q: 3 clusters Score -1.355883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -13558827.000000 Penalty: 5548.030762
	Iteration 132Q: 3 clusters Score -1.355883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -13558821.000000 Penalty: 5548.030762
	Iteration 133Q: 3 clusters Score -1.355882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -13558829.000000 Penalty: 5548.030762
	Iteration 134Q: 3 clusters Score -1.355883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -13558826.000000 Penalty: 5548.030762
	Iteration 135Q: 3 clusters Score -1.355883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -13558820.000000 Penalty: 5548.030762
	Iteration 136Q: 3 clusters Score -1.355882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -13558818.000000 Penalty: 5548.030762
	Iteration 137Q: 3 clusters Score -1.355882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -13558825.000000 Penalty: 5548.030762
	Iteration 138Q: 3 clusters Score -1.355882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -13558825.000000 Penalty: 5548.030762
	Iteration 139Q: 3 clusters Score -1.355882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -13558813.000000 Penalty: 5548.030762
	Iteration 140F: 3 clusters Score -1.355881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -13558822.000000 Penalty: 5548.030762
	Iteration 141Q: 3 clusters Score -1.355882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -13558828.000000 Penalty: 5548.030762
	Iteration 142Q: 3 clusters Score -1.355883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -13558826.000000 Penalty: 5548.030762
	Iteration 143Q: 3 clusters Score -1.355883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -13558826.000000 Penalty: 5548.030762
	Iteration 144F: 3 clusters Score -1.355883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 57424 members 
Mstep: Class 5 contains 66623 members 
Mstep: Class 6 contains 59690 members 
Mstep: Class 7 contains 53174 members 
Mstep: Class 8 contains 48327 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 58954 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 56587 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 15330 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 47054 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 43270 members 
Mstep: Class 23 contains 28811 members 
Entering Unmasked Estep 
Score: -110067520.000000 Penalty: 75914.765625
Splitting cluster 23 changes total score from -110046296.000000 to -110067520.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 4 contains 57424 members 
Mstep: Class 5 contains 66623 members 
Mstep: Class 6 contains 59690 members 
Mstep: Class 7 contains 53174 members 
Mstep: Class 8 contains 48327 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 56587 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 47054 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 23 contains 28811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110080608.000000 Penalty: 75914.765625
Iteration 39Q: 24 clusters Score -1.100806e+08 nChanged 29783
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 42045 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 57012 members 
Mstep: Class 5 contains 66263 members 
Mstep: Class 6 contains 58756 members 
Mstep: Class 7 contains 52196 members 
Mstep: Class 8 contains 46737 members 
Mstep: Class 9 contains 2205 members 
Mstep: Class 10 contains 11762 members 
Mstep: Class 11 contains 57805 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 13 contains 56960 members 
Mstep: Class 14 contains 891 members 
Mstep: Class 15 contains 2758 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 15918 members 
Mstep: Class 18 contains 2390 members 
Mstep: Class 19 contains 47212 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 42448 members 
Mstep: Class 23 contains 34945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110093024.000000 Penalty: 75914.765625
Iteration 40F: 24 clusters Score -1.10093e+08 nChanged 26667
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 41242 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 53982 members 
Mstep: Class 5 contains 64331 members 
Mstep: Class 6 contains 56622 members 
Mstep: Class 7 contains 49615 members 
Mstep: Class 8 contains 45992 members 
Mstep: Class 9 contains 2182 members 
Mstep: Class 10 contains 13630 members 
Mstep: Class 11 contains 57940 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 54786 members 
Mstep: Class 14 contains 874 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 1164 members 
Mstep: Class 17 contains 18300 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 47247 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 46186 members 
Mstep: Class 23 contains 39759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110103288.000000 Penalty: 75914.765625
Iteration 41Q: 24 clusters Score -1.101033e+08 nChanged 20873
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40615 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 51308 members 
Mstep: Class 5 contains 62507 members 
Mstep: Class 6 contains 54644 members 
Mstep: Class 7 contains 47387 members 
Mstep: Class 8 contains 46227 members 
Mstep: Class 9 contains 2156 members 
Mstep: Class 10 contains 15008 members 
Mstep: Class 11 contains 57554 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 13 contains 52875 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1195 members 
Mstep: Class 17 contains 20017 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 47557 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 49005 members 
Mstep: Class 23 contains 44796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110111096.000000 Penalty: 75914.765625
Iteration 42Q: 24 clusters Score -1.101111e+08 nChanged 19091
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40100 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 48845 members 
Mstep: Class 5 contains 60688 members 
Mstep: Class 6 contains 53053 members 
Mstep: Class 7 contains 45678 members 
Mstep: Class 8 contains 46695 members 
Mstep: Class 9 contains 2105 members 
Mstep: Class 10 contains 16388 members 
Mstep: Class 11 contains 56699 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 51202 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1223 members 
Mstep: Class 17 contains 21695 members 
Mstep: Class 18 contains 2657 members 
Mstep: Class 19 contains 47747 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 51096 members 
Mstep: Class 23 contains 49609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110116752.000000 Penalty: 75914.765625
Iteration 43Q: 24 clusters Score -1.101168e+08 nChanged 17359
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 39619 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 47237 members 
Mstep: Class 5 contains 59064 members 
Mstep: Class 6 contains 51620 members 
Mstep: Class 7 contains 44316 members 
Mstep: Class 8 contains 46492 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 55876 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 13 contains 49949 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 1243 members 
Mstep: Class 17 contains 23314 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 48004 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 1281 members 
Mstep: Class 22 contains 53225 members 
Mstep: Class 23 contains 53452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110120128.000000 Penalty: 75914.765625
Iteration 44Q: 24 clusters Score -1.101201e+08 nChanged 17495
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 39160 members 
Mstep: Class 3 contains 484 members 
Mstep: Class 4 contains 46003 members 
Mstep: Class 5 contains 57571 members 
Mstep: Class 6 contains 50514 members 
Mstep: Class 7 contains 43267 members 
Mstep: Class 8 contains 45938 members 
Mstep: Class 9 contains 1988 members 
Mstep: Class 10 contains 17905 members 
Mstep: Class 11 contains 55222 members 
Mstep: Class 12 contains 685 members 
Mstep: Class 13 contains 49187 members 
Mstep: Class 14 contains 874 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 25044 members 
Mstep: Class 18 contains 2671 members 
Mstep: Class 19 contains 48296 members 
Mstep: Class 20 contains 465 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 55619 members 
Mstep: Class 23 contains 55852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110121328.000000 Penalty: 75914.765625
Iteration 45Q: 24 clusters Score -1.101213e+08 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38736 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 45204 members 
Mstep: Class 5 contains 56230 members 
Mstep: Class 6 contains 49943 members 
Mstep: Class 7 contains 42484 members 
Mstep: Class 8 contains 45401 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 18228 members 
Mstep: Class 11 contains 54647 members 
Mstep: Class 12 contains 685 members 
Mstep: Class 13 contains 48925 members 
Mstep: Class 14 contains 875 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 26759 members 
Mstep: Class 18 contains 2673 members 
Mstep: Class 19 contains 48486 members 
Mstep: Class 20 contains 460 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 57527 members 
Mstep: Class 23 contains 57016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110121024.000000 Penalty: 75914.765625
Iteration 46Q: 24 clusters Score -1.10121e+08 nChanged 15154
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38345 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 44513 members 
Mstep: Class 5 contains 55048 members 
Mstep: Class 6 contains 49664 members 
Mstep: Class 7 contains 41877 members 
Mstep: Class 8 contains 44969 members 
Mstep: Class 9 contains 1944 members 
Mstep: Class 10 contains 18572 members 
Mstep: Class 11 contains 53860 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 49216 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3067 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 28477 members 
Mstep: Class 18 contains 2670 members 
Mstep: Class 19 contains 48595 members 
Mstep: Class 20 contains 459 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 58624 members 
Mstep: Class 23 contains 57792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110122328.000000 Penalty: 75914.765625
Iteration 47Q: 24 clusters Score -1.101223e+08 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38032 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 43777 members 
Mstep: Class 5 contains 54008 members 
Mstep: Class 6 contains 49473 members 
Mstep: Class 7 contains 41407 members 
Mstep: Class 8 contains 44773 members 
Mstep: Class 9 contains 1941 members 
Mstep: Class 10 contains 19076 members 
Mstep: Class 11 contains 53072 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 49761 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3103 members 
Mstep: Class 16 contains 1275 members 
Mstep: Class 17 contains 30168 members 
Mstep: Class 18 contains 2670 members 
Mstep: Class 19 contains 48506 members 
Mstep: Class 20 contains 460 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 59189 members 
Mstep: Class 23 contains 58269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110122976.000000 Penalty: 75914.765625
Iteration 48Q: 24 clusters Score -1.10123e+08 nChanged 12416
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 37674 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 43169 members 
Mstep: Class 5 contains 53023 members 
Mstep: Class 6 contains 49297 members 
Mstep: Class 7 contains 41117 members 
Mstep: Class 8 contains 44694 members 
Mstep: Class 9 contains 1939 members 
Mstep: Class 10 contains 19628 members 
Mstep: Class 11 contains 52510 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 50184 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 15 contains 3138 members 
Mstep: Class 16 contains 1280 members 
Mstep: Class 17 contains 31703 members 
Mstep: Class 18 contains 2669 members 
Mstep: Class 19 contains 48352 members 
Mstep: Class 20 contains 459 members 
Mstep: Class 21 contains 1294 members 
Mstep: Class 22 contains 59622 members 
Mstep: Class 23 contains 58500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110124088.000000 Penalty: 75914.765625
Iteration 49Q: 24 clusters Score -1.101241e+08 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 37301 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 42595 members 
Mstep: Class 5 contains 52277 members 
Mstep: Class 6 contains 49142 members 
Mstep: Class 7 contains 40908 members 
Mstep: Class 8 contains 44697 members 
Mstep: Class 9 contains 1946 members 
Mstep: Class 10 contains 20139 members 
Mstep: Class 11 contains 51932 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 50522 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 3180 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 33177 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 48190 members 
Mstep: Class 20 contains 459 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 59744 members 
Mstep: Class 23 contains 58799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110124944.000000 Penalty: 75914.765625
Iteration 50Q: 24 clusters Score -1.101249e+08 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 36931 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 42154 members 
Mstep: Class 5 contains 51739 members 
Mstep: Class 6 contains 48951 members 
Mstep: Class 7 contains 40714 members 
Mstep: Class 8 contains 44805 members 
Mstep: Class 9 contains 1958 members 
Mstep: Class 10 contains 20680 members 
Mstep: Class 11 contains 51587 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 50830 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 3228 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 34574 members 
Mstep: Class 18 contains 2661 members 
Mstep: Class 19 contains 47854 members 
Mstep: Class 20 contains 459 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 59520 members 
Mstep: Class 23 contains 59022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110126072.000000 Penalty: 75914.765625
Iteration 51Q: 24 clusters Score -1.101261e+08 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 36620 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 41791 members 
Mstep: Class 5 contains 51324 members 
Mstep: Class 6 contains 48780 members 
Mstep: Class 7 contains 40550 members 
Mstep: Class 8 contains 44922 members 
Mstep: Class 9 contains 1982 members 
Mstep: Class 10 contains 21315 members 
Mstep: Class 11 contains 51301 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 51133 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 15 contains 3247 members 
Mstep: Class 16 contains 1285 members 
Mstep: Class 17 contains 35759 members 
Mstep: Class 18 contains 2655 members 
Mstep: Class 19 contains 47496 members 
Mstep: Class 20 contains 460 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 59163 members 
Mstep: Class 23 contains 59162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110126776.000000 Penalty: 75914.765625
Iteration 52Q: 24 clusters Score -1.101268e+08 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 36346 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 41478 members 
Mstep: Class 5 contains 50997 members 
Mstep: Class 6 contains 48597 members 
Mstep: Class 7 contains 40426 members 
Mstep: Class 8 contains 45040 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 21908 members 
Mstep: Class 11 contains 51193 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 51346 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 1285 members 
Mstep: Class 17 contains 36879 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 47126 members 
Mstep: Class 20 contains 460 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 58687 members 
Mstep: Class 23 contains 59234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110126752.000000 Penalty: 75914.765625
Iteration 53Q: 24 clusters Score -1.101268e+08 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 36093 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 41203 members 
Mstep: Class 5 contains 50810 members 
Mstep: Class 6 contains 48493 members 
Mstep: Class 7 contains 40332 members 
Mstep: Class 8 contains 45150 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 22527 members 
Mstep: Class 11 contains 51108 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 51401 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 16 contains 1285 members 
Mstep: Class 17 contains 37772 members 
Mstep: Class 18 contains 2653 members 
Mstep: Class 19 contains 46856 members 
Mstep: Class 20 contains 459 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 58288 members 
Mstep: Class 23 contains 59162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110127408.000000 Penalty: 75914.765625
Iteration 54Q: 24 clusters Score -1.101274e+08 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 35833 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 41079 members 
Mstep: Class 5 contains 50655 members 
Mstep: Class 6 contains 48381 members 
Mstep: Class 7 contains 40249 members 
Mstep: Class 8 contains 45308 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 23170 members 
Mstep: Class 11 contains 51183 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 51317 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 1287 members 
Mstep: Class 17 contains 38429 members 
Mstep: Class 18 contains 2649 members 
Mstep: Class 19 contains 46667 members 
Mstep: Class 20 contains 459 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 57849 members 
Mstep: Class 23 contains 59009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110128368.000000 Penalty: 75914.765625
Iteration 55Q: 24 clusters Score -1.101284e+08 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 35651 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 40963 members 
Mstep: Class 5 contains 50523 members 
Mstep: Class 6 contains 48316 members 
Mstep: Class 7 contains 40136 members 
Mstep: Class 8 contains 45522 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 10 contains 23874 members 
Mstep: Class 11 contains 51265 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 51184 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 15 contains 3377 members 
Mstep: Class 16 contains 1289 members 
Mstep: Class 17 contains 38920 members 
Mstep: Class 18 contains 2646 members 
Mstep: Class 19 contains 46538 members 
Mstep: Class 20 contains 459 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 57448 members 
Mstep: Class 23 contains 58740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110129440.000000 Penalty: 75914.765625
Iteration 56Q: 24 clusters Score -1.101294e+08 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 35475 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 40861 members 
Mstep: Class 5 contains 50444 members 
Mstep: Class 6 contains 48284 members 
Mstep: Class 7 contains 39965 members 
Mstep: Class 8 contains 45633 members 
Mstep: Class 9 contains 2120 members 
Mstep: Class 10 contains 24625 members 
Mstep: Class 11 contains 51322 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 51088 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 15 contains 3397 members 
Mstep: Class 16 contains 1291 members 
Mstep: Class 17 contains 39332 members 
Mstep: Class 18 contains 2646 members 
Mstep: Class 19 contains 46425 members 
Mstep: Class 20 contains 459 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 57102 members 
Mstep: Class 23 contains 58474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110129984.000000 Penalty: 75914.765625
Iteration 57Q: 24 clusters Score -1.1013e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 35283 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 40779 members 
Mstep: Class 5 contains 50399 members 
Mstep: Class 6 contains 48268 members 
Mstep: Class 7 contains 39786 members 
Mstep: Class 8 contains 45742 members 
Mstep: Class 9 contains 2150 members 
Mstep: Class 10 contains 25399 members 
Mstep: Class 11 contains 51338 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 50895 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 15 contains 3398 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 39582 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 46447 members 
Mstep: Class 20 contains 460 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 56851 members 
Mstep: Class 23 contains 58232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110130768.000000 Penalty: 75914.765625
Iteration 58Q: 24 clusters Score -1.101308e+08 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 35137 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 40785 members 
Mstep: Class 5 contains 50383 members 
Mstep: Class 6 contains 48228 members 
Mstep: Class 7 contains 39612 members 
Mstep: Class 8 contains 45747 members 
Mstep: Class 9 contains 2169 members 
Mstep: Class 10 contains 26233 members 
Mstep: Class 11 contains 51317 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 50761 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 15 contains 3418 members 
Mstep: Class 16 contains 1296 members 
Mstep: Class 17 contains 39705 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 46382 members 
Mstep: Class 20 contains 459 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 56559 members 
Mstep: Class 23 contains 58115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110131656.000000 Penalty: 75914.765625
Iteration 59Q: 24 clusters Score -1.101317e+08 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 35011 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 50372 members 
Mstep: Class 6 contains 48211 members 
Mstep: Class 7 contains 39452 members 
Mstep: Class 8 contains 45698 members 
Mstep: Class 9 contains 2183 members 
Mstep: Class 10 contains 27096 members 
Mstep: Class 11 contains 51244 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 50605 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 1297 members 
Mstep: Class 17 contains 39750 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 46366 members 
Mstep: Class 20 contains 460 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 56348 members 
Mstep: Class 23 contains 57936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110133488.000000 Penalty: 75914.765625
Iteration 60F: 24 clusters Score -1.101335e+08 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 34796 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 40737 members 
Mstep: Class 5 contains 50119 members 
Mstep: Class 6 contains 48109 members 
Mstep: Class 7 contains 39306 members 
Mstep: Class 8 contains 45481 members 
Mstep: Class 9 contains 2202 members 
Mstep: Class 10 contains 28158 members 
Mstep: Class 11 contains 51099 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 50337 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 3465 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 40492 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 45996 members 
Mstep: Class 20 contains 463 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 56208 members 
Mstep: Class 23 contains 58048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110134280.000000 Penalty: 75914.765625
Iteration 61Q: 24 clusters Score -1.101343e+08 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34605 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40612 members 
Mstep: Class 5 contains 50033 members 
Mstep: Class 6 contains 48035 members 
Mstep: Class 7 contains 39107 members 
Mstep: Class 8 contains 45415 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 29214 members 
Mstep: Class 11 contains 51015 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 50118 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 3484 members 
Mstep: Class 16 contains 1299 members 
Mstep: Class 17 contains 41050 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 45662 members 
Mstep: Class 20 contains 465 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 55987 members 
Mstep: Class 23 contains 57992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110135208.000000 Penalty: 75914.765625
Iteration 62Q: 24 clusters Score -1.101352e+08 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34428 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40514 members 
Mstep: Class 5 contains 49984 members 
Mstep: Class 6 contains 47954 members 
Mstep: Class 7 contains 38885 members 
Mstep: Class 8 contains 45367 members 
Mstep: Class 9 contains 2250 members 
Mstep: Class 10 contains 30356 members 
Mstep: Class 11 contains 50949 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 49908 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3495 members 
Mstep: Class 16 contains 1301 members 
Mstep: Class 17 contains 41462 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 45362 members 
Mstep: Class 20 contains 466 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 55745 members 
Mstep: Class 23 contains 57887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136408.000000 Penalty: 75914.765625
Iteration 63Q: 24 clusters Score -1.101364e+08 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34274 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40422 members 
Mstep: Class 5 contains 49935 members 
Mstep: Class 6 contains 47882 members 
Mstep: Class 7 contains 38649 members 
Mstep: Class 8 contains 45314 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 31622 members 
Mstep: Class 11 contains 50842 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 49659 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3522 members 
Mstep: Class 16 contains 1302 members 
Mstep: Class 17 contains 41843 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 45004 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 55514 members 
Mstep: Class 23 contains 57788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137232.000000 Penalty: 75914.765625
Iteration 64Q: 24 clusters Score -1.101372e+08 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34147 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40342 members 
Mstep: Class 5 contains 49878 members 
Mstep: Class 6 contains 47823 members 
Mstep: Class 7 contains 38439 members 
Mstep: Class 8 contains 45206 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 32901 members 
Mstep: Class 11 contains 50762 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 49443 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3541 members 
Mstep: Class 16 contains 1303 members 
Mstep: Class 17 contains 42138 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 44649 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 55317 members 
Mstep: Class 23 contains 57664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138352.000000 Penalty: 75914.765625
Iteration 65Q: 24 clusters Score -1.101384e+08 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34047 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40258 members 
Mstep: Class 5 contains 49816 members 
Mstep: Class 6 contains 47758 members 
Mstep: Class 7 contains 38236 members 
Mstep: Class 8 contains 45032 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 34203 members 
Mstep: Class 11 contains 50593 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 49324 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3564 members 
Mstep: Class 16 contains 1302 members 
Mstep: Class 17 contains 42405 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 44330 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 55117 members 
Mstep: Class 23 contains 57554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139216.000000 Penalty: 75914.765625
Iteration 66Q: 24 clusters Score -1.101392e+08 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40203 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 47694 members 
Mstep: Class 7 contains 38011 members 
Mstep: Class 8 contains 44767 members 
Mstep: Class 9 contains 2332 members 
Mstep: Class 10 contains 35534 members 
Mstep: Class 11 contains 50437 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 49246 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 15 contains 3593 members 
Mstep: Class 16 contains 1301 members 
Mstep: Class 17 contains 42646 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 43981 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 54908 members 
Mstep: Class 23 contains 57473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140064.000000 Penalty: 75914.765625
Iteration 67Q: 24 clusters Score -1.101401e+08 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33833 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40143 members 
Mstep: Class 5 contains 49745 members 
Mstep: Class 6 contains 47680 members 
Mstep: Class 7 contains 37720 members 
Mstep: Class 8 contains 44477 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 36953 members 
Mstep: Class 11 contains 50366 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 49175 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 1299 members 
Mstep: Class 17 contains 42830 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 43667 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 54617 members 
Mstep: Class 23 contains 57366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141344.000000 Penalty: 75914.765625
Iteration 68Q: 24 clusters Score -1.101413e+08 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33753 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40082 members 
Mstep: Class 5 contains 49679 members 
Mstep: Class 6 contains 47628 members 
Mstep: Class 7 contains 37464 members 
Mstep: Class 8 contains 44187 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 38513 members 
Mstep: Class 11 contains 50320 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 49132 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 42962 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 43332 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 54391 members 
Mstep: Class 23 contains 57096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142360.000000 Penalty: 75914.765625
Iteration 69Q: 24 clusters Score -1.101424e+08 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33674 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40011 members 
Mstep: Class 5 contains 49655 members 
Mstep: Class 6 contains 47603 members 
Mstep: Class 7 contains 37153 members 
Mstep: Class 8 contains 43959 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 40169 members 
Mstep: Class 11 contains 50240 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 49124 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 1299 members 
Mstep: Class 17 contains 43003 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 43032 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 54164 members 
Mstep: Class 23 contains 56725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143152.000000 Penalty: 75914.765625
Iteration 70Q: 24 clusters Score -1.101432e+08 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33577 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 39933 members 
Mstep: Class 5 contains 49640 members 
Mstep: Class 6 contains 47588 members 
Mstep: Class 7 contains 36881 members 
Mstep: Class 8 contains 43792 members 
Mstep: Class 9 contains 2402 members 
Mstep: Class 10 contains 41921 members 
Mstep: Class 11 contains 50189 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 49044 members 
Mstep: Class 14 contains 881 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 43034 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 42702 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 53924 members 
Mstep: Class 23 contains 56265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144192.000000 Penalty: 75914.765625
Iteration 71Q: 24 clusters Score -1.101442e+08 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33492 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 39846 members 
Mstep: Class 5 contains 49637 members 
Mstep: Class 6 contains 47609 members 
Mstep: Class 7 contains 36632 members 
Mstep: Class 8 contains 43623 members 
Mstep: Class 9 contains 2418 members 
Mstep: Class 10 contains 43558 members 
Mstep: Class 11 contains 50121 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 48944 members 
Mstep: Class 14 contains 881 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 43018 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 42423 members 
Mstep: Class 20 contains 466 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 53713 members 
Mstep: Class 23 contains 55861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144752.000000 Penalty: 75914.765625
Iteration 72Q: 24 clusters Score -1.101448e+08 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33401 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 39796 members 
Mstep: Class 5 contains 49560 members 
Mstep: Class 6 contains 47598 members 
Mstep: Class 7 contains 36409 members 
Mstep: Class 8 contains 43547 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 45139 members 
Mstep: Class 11 contains 49976 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 48840 members 
Mstep: Class 14 contains 884 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 1291 members 
Mstep: Class 17 contains 42974 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 42159 members 
Mstep: Class 20 contains 466 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 53435 members 
Mstep: Class 23 contains 55615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145688.000000 Penalty: 75914.765625
Iteration 73Q: 24 clusters Score -1.101457e+08 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33323 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 39744 members 
Mstep: Class 5 contains 49504 members 
Mstep: Class 6 contains 47544 members 
Mstep: Class 7 contains 36177 members 
Mstep: Class 8 contains 43353 members 
Mstep: Class 9 contains 2465 members 
Mstep: Class 10 contains 46794 members 
Mstep: Class 11 contains 49871 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 48742 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 1287 members 
Mstep: Class 17 contains 42908 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 41906 members 
Mstep: Class 20 contains 466 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 53099 members 
Mstep: Class 23 contains 55442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146024.000000 Penalty: 75914.765625
Iteration 74Q: 24 clusters Score -1.10146e+08 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33236 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 39885 members 
Mstep: Class 5 contains 49457 members 
Mstep: Class 6 contains 47447 members 
Mstep: Class 7 contains 36011 members 
Mstep: Class 8 contains 42585 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 48561 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 48630 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 15 contains 3703 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 42862 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 41656 members 
Mstep: Class 20 contains 466 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 52780 members 
Mstep: Class 23 contains 55441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145416.000000 Penalty: 75914.765625
Iteration 75Q: 24 clusters Score -1.101454e+08 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33166 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40068 members 
Mstep: Class 5 contains 49438 members 
Mstep: Class 6 contains 47453 members 
Mstep: Class 7 contains 35887 members 
Mstep: Class 8 contains 41630 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 49885 members 
Mstep: Class 11 contains 49749 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 48634 members 
Mstep: Class 14 contains 894 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 1280 members 
Mstep: Class 17 contains 42808 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 41427 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 52487 members 
Mstep: Class 23 contains 55707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144592.000000 Penalty: 75914.765625
Iteration 76Q: 24 clusters Score -1.101446e+08 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33104 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40212 members 
Mstep: Class 5 contains 49420 members 
Mstep: Class 6 contains 47499 members 
Mstep: Class 7 contains 35810 members 
Mstep: Class 8 contains 41014 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 10 contains 50486 members 
Mstep: Class 11 contains 49643 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 13 contains 48752 members 
Mstep: Class 14 contains 896 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 1276 members 
Mstep: Class 17 contains 42796 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 41264 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 52266 members 
Mstep: Class 23 contains 56047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143744.000000 Penalty: 75914.765625
Iteration 77Q: 24 clusters Score -1.101437e+08 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33048 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40237 members 
Mstep: Class 5 contains 49391 members 
Mstep: Class 6 contains 47614 members 
Mstep: Class 7 contains 35818 members 
Mstep: Class 8 contains 40768 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 50617 members 
Mstep: Class 11 contains 49579 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 13 contains 48862 members 
Mstep: Class 14 contains 898 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 42824 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 41104 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 52061 members 
Mstep: Class 23 contains 56362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143960.000000 Penalty: 75914.765625
Iteration 78Q: 24 clusters Score -1.10144e+08 nChanged 4670
Entering ConstructFrom: 
Score: -110143960.000000 Penalty: 75914.765625
Entering ConstructFrom: 
Trying to split cluster 1 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -23273.630859 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -23273.63 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 139 members 
Entering Unmasked Estep 
Score: -22247.349609 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -22247.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22443.378906 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -22443.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22519.500000 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -22519.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22540.548828 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -22540.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22561.482422 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -22561.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22564.984375 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -22564.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22597.080078 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -22597.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22603.068359 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -22603.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22605.980469 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -22605.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22605.980469 Penalty: 2820.739746
	Iteration 9F: 3 clusters Score -22605.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Entering Unmasked Estep 
Score: -5954413.500000 Penalty: 2580.121826
	Iteration 0F: 2 clusters Score -5954414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -5931907.500000 Penalty: 5160.243652
	Iteration 0F: 3 clusters Score -5931908 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5939817.500000 Penalty: 5160.243652
	Iteration 1F: 3 clusters Score -5939818 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -5940313.000000 Penalty: 5160.243652
	Iteration 2Q: 3 clusters Score -5940313 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5940638.500000 Penalty: 5160.243652
	Iteration 3Q: 3 clusters Score -5940638 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -5940952.500000 Penalty: 5160.243652
	Iteration 4Q: 3 clusters Score -5940952 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -5941228.500000 Penalty: 5160.243652
	Iteration 5Q: 3 clusters Score -5941228 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -5941553.500000 Penalty: 5160.243652
	Iteration 6Q: 3 clusters Score -5941554 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -5941861.000000 Penalty: 5160.243652
	Iteration 7Q: 3 clusters Score -5941861 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -5942180.500000 Penalty: 5160.243652
	Iteration 8Q: 3 clusters Score -5942180 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -5942456.500000 Penalty: 5160.243652
	Iteration 9Q: 3 clusters Score -5942456 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -5942820.000000 Penalty: 5160.243652
	Iteration 10Q: 3 clusters Score -5942820 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5943205.500000 Penalty: 5160.243652
	Iteration 11Q: 3 clusters Score -5943206 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -5943611.000000 Penalty: 5160.243652
	Iteration 12Q: 3 clusters Score -5943611 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -5944084.500000 Penalty: 5160.243652
	Iteration 13Q: 3 clusters Score -5944084 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -5944687.500000 Penalty: 5160.243652
	Iteration 14Q: 3 clusters Score -5944688 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -5945237.000000 Penalty: 5160.243652
	Iteration 15Q: 3 clusters Score -5945237 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -5945831.000000 Penalty: 5160.243652
	Iteration 16Q: 3 clusters Score -5945831 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -5946462.500000 Penalty: 5160.243652
	Iteration 17Q: 3 clusters Score -5946462 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -5947043.500000 Penalty: 5160.243652
	Iteration 18Q: 3 clusters Score -5947044 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -5947668.000000 Penalty: 5160.243652
	Iteration 19Q: 3 clusters Score -5947668 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -5948295.500000 Penalty: 5160.243652
	Iteration 20F: 3 clusters Score -5948296 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -5949042.500000 Penalty: 5160.243652
	Iteration 21Q: 3 clusters Score -5949042 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5949900.000000 Penalty: 5160.243652
	Iteration 22Q: 3 clusters Score -5949900 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5950621.000000 Penalty: 5160.243652
	Iteration 23Q: 3 clusters Score -5950621 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5951321.000000 Penalty: 5160.243652
	Iteration 24Q: 3 clusters Score -5951321 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5951842.500000 Penalty: 5160.243652
	Iteration 25Q: 3 clusters Score -5951842 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5952126.500000 Penalty: 5160.243652
	Iteration 26Q: 3 clusters Score -5952126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5952218.500000 Penalty: 5160.243652
	Iteration 27Q: 3 clusters Score -5952218 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5952271.000000 Penalty: 5160.243652
	Iteration 28Q: 3 clusters Score -5952271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5952302.000000 Penalty: 5160.243652
	Iteration 29Q: 3 clusters Score -5952302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5952318.500000 Penalty: 5160.243652
	Iteration 30Q: 3 clusters Score -5952318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5952315.500000 Penalty: 5160.243652
	Iteration 31Q: 3 clusters Score -5952316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5952314.000000 Penalty: 5160.243652
	Iteration 32Q: 3 clusters Score -5952314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5952326.500000 Penalty: 5160.243652
	Iteration 33Q: 3 clusters Score -5952326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5952328.000000 Penalty: 5160.243652
	Iteration 34Q: 3 clusters Score -5952328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5952337.500000 Penalty: 5160.243652
	Iteration 35Q: 3 clusters Score -5952338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5952336.000000 Penalty: 5160.243652
	Iteration 36Q: 3 clusters Score -5952336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5952337.500000 Penalty: 5160.243652
	Iteration 37Q: 3 clusters Score -5952338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5952331.500000 Penalty: 5160.243652
	Iteration 38Q: 3 clusters Score -5952332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5952340.500000 Penalty: 5160.243652
	Iteration 39Q: 3 clusters Score -5952340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5952353.000000 Penalty: 5160.243652
	Iteration 40F: 3 clusters Score -5952353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5952357.500000 Penalty: 5160.243652
	Iteration 41Q: 3 clusters Score -5952358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5952357.500000 Penalty: 5160.243652
	Iteration 42Q: 3 clusters Score -5952358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5952358.000000 Penalty: 5160.243652
	Iteration 43Q: 3 clusters Score -5952358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5952361.000000 Penalty: 5160.243652
	Iteration 44Q: 3 clusters Score -5952361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5952357.000000 Penalty: 5160.243652
	Iteration 45Q: 3 clusters Score -5952357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5952358.000000 Penalty: 5160.243652
	Iteration 46Q: 3 clusters Score -5952358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5952362.000000 Penalty: 5160.243652
	Iteration 47Q: 3 clusters Score -5952362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5952362.500000 Penalty: 5160.243652
	Iteration 48Q: 3 clusters Score -5952362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5952362.500000 Penalty: 5160.243652
	Iteration 49Q: 3 clusters Score -5952362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5952364.000000 Penalty: 5160.243652
	Iteration 50Q: 3 clusters Score -5952364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5952364.000000 Penalty: 5160.243652
	Iteration 51F: 3 clusters Score -5952364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -52649.519531 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -52649.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51217.566406 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -51217.57 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51489.789062 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -51489.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51652.437500 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -51652.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51781.730469 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -51781.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51831.011719 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -51831.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51864.757812 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -51864.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51895.937500 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -51895.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51925.417969 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -51925.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51948.937500 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -51948.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51968.460938 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -51968.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51968.460938 Penalty: 3069.378906
	Iteration 10F: 3 clusters Score -51968.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Entering Unmasked Estep 
Score: -7475184.000000 Penalty: 2629.196289
	Iteration 0F: 2 clusters Score -7475184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -7448302.500000 Penalty: 5258.392578
	Iteration 0F: 3 clusters Score -7448302 nChanged 18505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -7458256.500000 Penalty: 5258.392578
	Iteration 1F: 3 clusters Score -7458256 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -7458835.000000 Penalty: 5258.392578
	Iteration 2Q: 3 clusters Score -7458835 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -7459416.500000 Penalty: 5258.392578
	Iteration 3Q: 3 clusters Score -7459416 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -7460166.000000 Penalty: 5258.392578
	Iteration 4Q: 3 clusters Score -7460166 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -7461203.500000 Penalty: 5258.392578
	Iteration 5Q: 3 clusters Score -7461204 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -7462746.000000 Penalty: 5258.392578
	Iteration 6F: 3 clusters Score -7462746 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -7464863.500000 Penalty: 5258.392578
	Iteration 7F: 3 clusters Score -7464864 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -7467124.500000 Penalty: 5258.392578
	Iteration 8F: 3 clusters Score -7467124 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -7469033.500000 Penalty: 5258.392578
	Iteration 9F: 3 clusters Score -7469034 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -7470440.000000 Penalty: 5258.392578
	Iteration 10Q: 3 clusters Score -7470440 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -7471288.500000 Penalty: 5258.392578
	Iteration 11Q: 3 clusters Score -7471288 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7471826.000000 Penalty: 5258.392578
	Iteration 12Q: 3 clusters Score -7471826 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7472145.000000 Penalty: 5258.392578
	Iteration 13Q: 3 clusters Score -7472145 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7472347.500000 Penalty: 5258.392578
	Iteration 14Q: 3 clusters Score -7472348 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7472494.500000 Penalty: 5258.392578
	Iteration 15Q: 3 clusters Score -7472494 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7472623.000000 Penalty: 5258.392578
	Iteration 16Q: 3 clusters Score -7472623 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7472696.500000 Penalty: 5258.392578
	Iteration 17Q: 3 clusters Score -7472696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7472747.000000 Penalty: 5258.392578
	Iteration 18Q: 3 clusters Score -7472747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7472786.500000 Penalty: 5258.392578
	Iteration 19Q: 3 clusters Score -7472786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7472811.500000 Penalty: 5258.392578
	Iteration 20F: 3 clusters Score -7472812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7472847.000000 Penalty: 5258.392578
	Iteration 21Q: 3 clusters Score -7472847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7472862.500000 Penalty: 5258.392578
	Iteration 22Q: 3 clusters Score -7472862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7472884.000000 Penalty: 5258.392578
	Iteration 23Q: 3 clusters Score -7472884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7472904.000000 Penalty: 5258.392578
	Iteration 24Q: 3 clusters Score -7472904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7472910.500000 Penalty: 5258.392578
	Iteration 25Q: 3 clusters Score -7472910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7472921.500000 Penalty: 5258.392578
	Iteration 26Q: 3 clusters Score -7472922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7472930.000000 Penalty: 5258.392578
	Iteration 27Q: 3 clusters Score -7472930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7472943.500000 Penalty: 5258.392578
	Iteration 28Q: 3 clusters Score -7472944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7472949.000000 Penalty: 5258.392578
	Iteration 29Q: 3 clusters Score -7472949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7472955.500000 Penalty: 5258.392578
	Iteration 30Q: 3 clusters Score -7472956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7472953.500000 Penalty: 5258.392578
	Iteration 31Q: 3 clusters Score -7472954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7472956.500000 Penalty: 5258.392578
	Iteration 32Q: 3 clusters Score -7472956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7472957.000000 Penalty: 5258.392578
	Iteration 33Q: 3 clusters Score -7472957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7472957.000000 Penalty: 5258.392578
	Iteration 34F: 3 clusters Score -7472957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Entering Unmasked Estep 
Score: -9095457.000000 Penalty: 2680.064941
	Iteration 0F: 2 clusters Score -9095457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -9062967.000000 Penalty: 5360.129883
	Iteration 0F: 3 clusters Score -9062967 nChanged 22776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -9075496.000000 Penalty: 5360.129883
	Iteration 1F: 3 clusters Score -9075496 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -9075989.000000 Penalty: 5360.129883
	Iteration 2Q: 3 clusters Score -9075989 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -9076510.000000 Penalty: 5360.129883
	Iteration 3Q: 3 clusters Score -9076510 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -9077047.000000 Penalty: 5360.129883
	Iteration 4Q: 3 clusters Score -9077047 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -9077766.000000 Penalty: 5360.129883
	Iteration 5Q: 3 clusters Score -9077766 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -9078817.000000 Penalty: 5360.129883
	Iteration 6Q: 3 clusters Score -9078817 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -9080607.000000 Penalty: 5360.129883
	Iteration 7F: 3 clusters Score -9080607 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -9083384.000000 Penalty: 5360.129883
	Iteration 8F: 3 clusters Score -9083384 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -9086690.000000 Penalty: 5360.129883
	Iteration 9F: 3 clusters Score -9086690 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -9089740.000000 Penalty: 5360.129883
	Iteration 10F: 3 clusters Score -9089740 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -9091564.000000 Penalty: 5360.129883
	Iteration 11Q: 3 clusters Score -9091564 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9092398.000000 Penalty: 5360.129883
	Iteration 12Q: 3 clusters Score -9092398 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9092772.000000 Penalty: 5360.129883
	Iteration 13Q: 3 clusters Score -9092772 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9093006.000000 Penalty: 5360.129883
	Iteration 14Q: 3 clusters Score -9093006 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9093173.000000 Penalty: 5360.129883
	Iteration 15Q: 3 clusters Score -9093173 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9093267.000000 Penalty: 5360.129883
	Iteration 16Q: 3 clusters Score -9093267 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9093320.000000 Penalty: 5360.129883
	Iteration 17Q: 3 clusters Score -9093320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9093349.000000 Penalty: 5360.129883
	Iteration 18Q: 3 clusters Score -9093349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9093363.000000 Penalty: 5360.129883
	Iteration 19Q: 3 clusters Score -9093363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9093393.000000 Penalty: 5360.129883
	Iteration 20F: 3 clusters Score -9093393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9093408.000000 Penalty: 5360.129883
	Iteration 21Q: 3 clusters Score -9093408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9093421.000000 Penalty: 5360.129883
	Iteration 22Q: 3 clusters Score -9093421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9093438.000000 Penalty: 5360.129883
	Iteration 23Q: 3 clusters Score -9093438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9093441.000000 Penalty: 5360.129883
	Iteration 24Q: 3 clusters Score -9093441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9093439.000000 Penalty: 5360.129883
	Iteration 25Q: 3 clusters Score -9093439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9093440.000000 Penalty: 5360.129883
	Iteration 26Q: 3 clusters Score -9093440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9093441.000000 Penalty: 5360.129883
	Iteration 27Q: 3 clusters Score -9093441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9093453.000000 Penalty: 5360.129883
	Iteration 28Q: 3 clusters Score -9093453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9093463.000000 Penalty: 5360.129883
	Iteration 29Q: 3 clusters Score -9093463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9093461.000000 Penalty: 5360.129883
	Iteration 30Q: 3 clusters Score -9093461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9093456.000000 Penalty: 5360.129883
	Iteration 31Q: 3 clusters Score -9093456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9093470.000000 Penalty: 5360.129883
	Iteration 32Q: 3 clusters Score -9093470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9093472.000000 Penalty: 5360.129883
	Iteration 33Q: 3 clusters Score -9093472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9093478.000000 Penalty: 5360.129883
	Iteration 34Q: 3 clusters Score -9093478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9093504.000000 Penalty: 5360.129883
	Iteration 35Q: 3 clusters Score -9093504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9093514.000000 Penalty: 5360.129883
	Iteration 36Q: 3 clusters Score -9093514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9093532.000000 Penalty: 5360.129883
	Iteration 37Q: 3 clusters Score -9093532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9093531.000000 Penalty: 5360.129883
	Iteration 38Q: 3 clusters Score -9093531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9093540.000000 Penalty: 5360.129883
	Iteration 39Q: 3 clusters Score -9093540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9093538.000000 Penalty: 5360.129883
	Iteration 40F: 3 clusters Score -9093538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9093546.000000 Penalty: 5360.129883
	Iteration 41Q: 3 clusters Score -9093546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9093557.000000 Penalty: 5360.129883
	Iteration 42Q: 3 clusters Score -9093557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9093555.000000 Penalty: 5360.129883
	Iteration 43Q: 3 clusters Score -9093555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9093560.000000 Penalty: 5360.129883
	Iteration 44Q: 3 clusters Score -9093560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9093561.000000 Penalty: 5360.129883
	Iteration 45Q: 3 clusters Score -9093561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9093561.000000 Penalty: 5360.129883
	Iteration 46F: 3 clusters Score -9093561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Entering Unmasked Estep 
Score: -8888461.000000 Penalty: 2671.642090
	Iteration 0F: 2 clusters Score -8888461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -8858188.000000 Penalty: 5343.284180
	Iteration 0F: 3 clusters Score -8858188 nChanged 22026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -8870573.000000 Penalty: 5343.284180
	Iteration 1F: 3 clusters Score -8870573 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -8870991.000000 Penalty: 5343.284180
	Iteration 2Q: 3 clusters Score -8870991 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -8871344.000000 Penalty: 5343.284180
	Iteration 3Q: 3 clusters Score -8871344 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -8871659.000000 Penalty: 5343.284180
	Iteration 4Q: 3 clusters Score -8871659 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -8872091.000000 Penalty: 5343.284180
	Iteration 5Q: 3 clusters Score -8872091 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -8872695.000000 Penalty: 5343.284180
	Iteration 6Q: 3 clusters Score -8872695 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -8873545.000000 Penalty: 5343.284180
	Iteration 7Q: 3 clusters Score -8873545 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -8875070.000000 Penalty: 5343.284180
	Iteration 8F: 3 clusters Score -8875070 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -8877365.000000 Penalty: 5343.284180
	Iteration 9F: 3 clusters Score -8877365 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -8880191.000000 Penalty: 5343.284180
	Iteration 10F: 3 clusters Score -8880191 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -8883093.000000 Penalty: 5343.284180
	Iteration 11F: 3 clusters Score -8883093 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8884864.000000 Penalty: 5343.284180
	Iteration 12Q: 3 clusters Score -8884864 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8885750.000000 Penalty: 5343.284180
	Iteration 13Q: 3 clusters Score -8885750 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8886064.000000 Penalty: 5343.284180
	Iteration 14Q: 3 clusters Score -8886064 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8886168.000000 Penalty: 5343.284180
	Iteration 15Q: 3 clusters Score -8886168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8886219.000000 Penalty: 5343.284180
	Iteration 16Q: 3 clusters Score -8886219 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8886269.000000 Penalty: 5343.284180
	Iteration 17Q: 3 clusters Score -8886269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8886297.000000 Penalty: 5343.284180
	Iteration 18Q: 3 clusters Score -8886297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8886331.000000 Penalty: 5343.284180
	Iteration 19Q: 3 clusters Score -8886331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8886342.000000 Penalty: 5343.284180
	Iteration 20F: 3 clusters Score -8886342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8886359.000000 Penalty: 5343.284180
	Iteration 21Q: 3 clusters Score -8886359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8886359.000000 Penalty: 5343.284180
	Iteration 22Q: 3 clusters Score -8886359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8886374.000000 Penalty: 5343.284180
	Iteration 23Q: 3 clusters Score -8886374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8886377.000000 Penalty: 5343.284180
	Iteration 24Q: 3 clusters Score -8886377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8886373.000000 Penalty: 5343.284180
	Iteration 25Q: 3 clusters Score -8886373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8886379.000000 Penalty: 5343.284180
	Iteration 26Q: 3 clusters Score -8886379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8886375.000000 Penalty: 5343.284180
	Iteration 27Q: 3 clusters Score -8886375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8886381.000000 Penalty: 5343.284180
	Iteration 28Q: 3 clusters Score -8886381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8886384.000000 Penalty: 5343.284180
	Iteration 29Q: 3 clusters Score -8886384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8886384.000000 Penalty: 5343.284180
	Iteration 30F: 3 clusters Score -8886384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Entering Unmasked Estep 
Score: -6637918.500000 Penalty: 2600.579102
	Iteration 0F: 2 clusters Score -6637918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -6613508.000000 Penalty: 5201.158203
	Iteration 0F: 3 clusters Score -6613508 nChanged 16443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -6622458.000000 Penalty: 5201.158203
	Iteration 1F: 3 clusters Score -6622458 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -6622871.000000 Penalty: 5201.158203
	Iteration 2Q: 3 clusters Score -6622871 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -6623240.500000 Penalty: 5201.158203
	Iteration 3Q: 3 clusters Score -6623240 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -6623621.500000 Penalty: 5201.158203
	Iteration 4Q: 3 clusters Score -6623622 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -6624122.500000 Penalty: 5201.158203
	Iteration 5Q: 3 clusters Score -6624122 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -6624715.500000 Penalty: 5201.158203
	Iteration 6Q: 3 clusters Score -6624716 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -6625525.000000 Penalty: 5201.158203
	Iteration 7Q: 3 clusters Score -6625525 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -6626680.500000 Penalty: 5201.158203
	Iteration 8F: 3 clusters Score -6626680 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -6628267.500000 Penalty: 5201.158203
	Iteration 9F: 3 clusters Score -6628268 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -6630171.500000 Penalty: 5201.158203
	Iteration 10F: 3 clusters Score -6630172 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -6632198.500000 Penalty: 5201.158203
	Iteration 11F: 3 clusters Score -6632198 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -6633835.500000 Penalty: 5201.158203
	Iteration 12Q: 3 clusters Score -6633836 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -6634687.500000 Penalty: 5201.158203
	Iteration 13Q: 3 clusters Score -6634688 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -6635047.000000 Penalty: 5201.158203
	Iteration 14Q: 3 clusters Score -6635047 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -6635205.500000 Penalty: 5201.158203
	Iteration 15Q: 3 clusters Score -6635206 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -6635319.000000 Penalty: 5201.158203
	Iteration 16Q: 3 clusters Score -6635319 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -6635348.500000 Penalty: 5201.158203
	Iteration 17Q: 3 clusters Score -6635348 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -6635413.500000 Penalty: 5201.158203
	Iteration 18Q: 3 clusters Score -6635414 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -6635456.000000 Penalty: 5201.158203
	Iteration 19Q: 3 clusters Score -6635456 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -6635480.500000 Penalty: 5201.158203
	Iteration 20F: 3 clusters Score -6635480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -6635518.500000 Penalty: 5201.158203
	Iteration 21Q: 3 clusters Score -6635518 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -6635565.000000 Penalty: 5201.158203
	Iteration 22Q: 3 clusters Score -6635565 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -6635606.000000 Penalty: 5201.158203
	Iteration 23Q: 3 clusters Score -6635606 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -6635627.500000 Penalty: 5201.158203
	Iteration 24Q: 3 clusters Score -6635628 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -6635654.500000 Penalty: 5201.158203
	Iteration 25Q: 3 clusters Score -6635654 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -6635686.000000 Penalty: 5201.158203
	Iteration 26Q: 3 clusters Score -6635686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -6635712.500000 Penalty: 5201.158203
	Iteration 27Q: 3 clusters Score -6635712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -6635721.500000 Penalty: 5201.158203
	Iteration 28Q: 3 clusters Score -6635722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -6635750.500000 Penalty: 5201.158203
	Iteration 29Q: 3 clusters Score -6635750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -6635773.000000 Penalty: 5201.158203
	Iteration 30Q: 3 clusters Score -6635773 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -6635781.000000 Penalty: 5201.158203
	Iteration 31Q: 3 clusters Score -6635781 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -6635802.000000 Penalty: 5201.158203
	Iteration 32Q: 3 clusters Score -6635802 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -6635813.000000 Penalty: 5201.158203
	Iteration 33Q: 3 clusters Score -6635813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -6635821.500000 Penalty: 5201.158203
	Iteration 34Q: 3 clusters Score -6635822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -6635840.000000 Penalty: 5201.158203
	Iteration 35Q: 3 clusters Score -6635840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -6635832.500000 Penalty: 5201.158203
	Iteration 36Q: 3 clusters Score -6635832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -6635854.500000 Penalty: 5201.158203
	Iteration 37Q: 3 clusters Score -6635854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -6635872.500000 Penalty: 5201.158203
	Iteration 38Q: 3 clusters Score -6635872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -6635880.500000 Penalty: 5201.158203
	Iteration 39Q: 3 clusters Score -6635880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -6635896.000000 Penalty: 5201.158203
	Iteration 40F: 3 clusters Score -6635896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -6635915.500000 Penalty: 5201.158203
	Iteration 41Q: 3 clusters Score -6635916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -6635897.000000 Penalty: 5201.158203
	Iteration 42Q: 3 clusters Score -6635897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -6635904.500000 Penalty: 5201.158203
	Iteration 43Q: 3 clusters Score -6635904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -6635907.000000 Penalty: 5201.158203
	Iteration 44Q: 3 clusters Score -6635907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -6635902.000000 Penalty: 5201.158203
	Iteration 45Q: 3 clusters Score -6635902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -6635902.500000 Penalty: 5201.158203
	Iteration 46Q: 3 clusters Score -6635902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -6635909.500000 Penalty: 5201.158203
	Iteration 47Q: 3 clusters Score -6635910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -6635919.500000 Penalty: 5201.158203
	Iteration 48Q: 3 clusters Score -6635920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -6635921.500000 Penalty: 5201.158203
	Iteration 49Q: 3 clusters Score -6635922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -6635923.000000 Penalty: 5201.158203
	Iteration 50Q: 3 clusters Score -6635923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -6635926.000000 Penalty: 5201.158203
	Iteration 51Q: 3 clusters Score -6635926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -6635927.500000 Penalty: 5201.158203
	Iteration 52Q: 3 clusters Score -6635928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -6635925.500000 Penalty: 5201.158203
	Iteration 53Q: 3 clusters Score -6635926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -6635930.000000 Penalty: 5201.158203
	Iteration 54Q: 3 clusters Score -6635930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -6635926.000000 Penalty: 5201.158203
	Iteration 55Q: 3 clusters Score -6635926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -6635929.500000 Penalty: 5201.158203
	Iteration 56Q: 3 clusters Score -6635930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -6635923.000000 Penalty: 5201.158203
	Iteration 57Q: 3 clusters Score -6635923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -6635920.000000 Penalty: 5201.158203
	Iteration 58Q: 3 clusters Score -6635920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -6635922.000000 Penalty: 5201.158203
	Iteration 59Q: 3 clusters Score -6635922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -6635922.000000 Penalty: 5201.158203
	Iteration 60F: 3 clusters Score -6635922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Entering Unmasked Estep 
Score: -7570015.500000 Penalty: 2632.298340
	Iteration 0F: 2 clusters Score -7570016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -7542802.000000 Penalty: 5264.596680
	Iteration 0F: 3 clusters Score -7542802 nChanged 18606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -7552720.000000 Penalty: 5264.596680
	Iteration 1F: 3 clusters Score -7552720 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -7553247.000000 Penalty: 5264.596680
	Iteration 2Q: 3 clusters Score -7553247 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -7553766.500000 Penalty: 5264.596680
	Iteration 3Q: 3 clusters Score -7553766 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -7554328.000000 Penalty: 5264.596680
	Iteration 4Q: 3 clusters Score -7554328 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -7555077.500000 Penalty: 5264.596680
	Iteration 5Q: 3 clusters Score -7555078 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -7556077.500000 Penalty: 5264.596680
	Iteration 6Q: 3 clusters Score -7556078 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -7557495.000000 Penalty: 5264.596680
	Iteration 7F: 3 clusters Score -7557495 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -7559379.500000 Penalty: 5264.596680
	Iteration 8F: 3 clusters Score -7559380 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -7561726.000000 Penalty: 5264.596680
	Iteration 9F: 3 clusters Score -7561726 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -7564021.500000 Penalty: 5264.596680
	Iteration 10F: 3 clusters Score -7564022 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -7565617.000000 Penalty: 5264.596680
	Iteration 11F: 3 clusters Score -7565617 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -7566505.500000 Penalty: 5264.596680
	Iteration 12Q: 3 clusters Score -7566506 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -7567037.000000 Penalty: 5264.596680
	Iteration 13Q: 3 clusters Score -7567037 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -7567482.000000 Penalty: 5264.596680
	Iteration 14Q: 3 clusters Score -7567482 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -7567827.000000 Penalty: 5264.596680
	Iteration 15Q: 3 clusters Score -7567827 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -7568055.500000 Penalty: 5264.596680
	Iteration 16Q: 3 clusters Score -7568056 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -7568210.000000 Penalty: 5264.596680
	Iteration 17Q: 3 clusters Score -7568210 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -7568340.500000 Penalty: 5264.596680
	Iteration 18Q: 3 clusters Score -7568340 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -7568421.500000 Penalty: 5264.596680
	Iteration 19Q: 3 clusters Score -7568422 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -7568485.500000 Penalty: 5264.596680
	Iteration 20F: 3 clusters Score -7568486 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -7568538.000000 Penalty: 5264.596680
	Iteration 21Q: 3 clusters Score -7568538 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -7568545.500000 Penalty: 5264.596680
	Iteration 22Q: 3 clusters Score -7568546 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -7568550.000000 Penalty: 5264.596680
	Iteration 23Q: 3 clusters Score -7568550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7568556.500000 Penalty: 5264.596680
	Iteration 24Q: 3 clusters Score -7568556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -7568572.000000 Penalty: 5264.596680
	Iteration 25Q: 3 clusters Score -7568572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -7568570.000000 Penalty: 5264.596680
	Iteration 26Q: 3 clusters Score -7568570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -7568581.500000 Penalty: 5264.596680
	Iteration 27Q: 3 clusters Score -7568582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -7568579.500000 Penalty: 5264.596680
	Iteration 28Q: 3 clusters Score -7568580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -7568578.500000 Penalty: 5264.596680
	Iteration 29Q: 3 clusters Score -7568578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -7568598.000000 Penalty: 5264.596680
	Iteration 30Q: 3 clusters Score -7568598 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -7568637.500000 Penalty: 5264.596680
	Iteration 31Q: 3 clusters Score -7568638 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -7568638.000000 Penalty: 5264.596680
	Iteration 32Q: 3 clusters Score -7568638 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -7568651.000000 Penalty: 5264.596680
	Iteration 33Q: 3 clusters Score -7568651 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -7568660.000000 Penalty: 5264.596680
	Iteration 34Q: 3 clusters Score -7568660 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -7568680.000000 Penalty: 5264.596680
	Iteration 35Q: 3 clusters Score -7568680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7568698.000000 Penalty: 5264.596680
	Iteration 36Q: 3 clusters Score -7568698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -7568688.000000 Penalty: 5264.596680
	Iteration 37Q: 3 clusters Score -7568688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -7568714.000000 Penalty: 5264.596680
	Iteration 38Q: 3 clusters Score -7568714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -7568738.000000 Penalty: 5264.596680
	Iteration 39Q: 3 clusters Score -7568738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -7568737.000000 Penalty: 5264.596680
	Iteration 40F: 3 clusters Score -7568737 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -7568756.000000 Penalty: 5264.596680
	Iteration 41Q: 3 clusters Score -7568756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -7568771.000000 Penalty: 5264.596680
	Iteration 42Q: 3 clusters Score -7568771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -7568794.000000 Penalty: 5264.596680
	Iteration 43Q: 3 clusters Score -7568794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -7568798.000000 Penalty: 5264.596680
	Iteration 44Q: 3 clusters Score -7568798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -7568791.500000 Penalty: 5264.596680
	Iteration 45Q: 3 clusters Score -7568792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -7568817.000000 Penalty: 5264.596680
	Iteration 46Q: 3 clusters Score -7568817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -7568820.500000 Penalty: 5264.596680
	Iteration 47Q: 3 clusters Score -7568820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -7568830.000000 Penalty: 5264.596680
	Iteration 48Q: 3 clusters Score -7568830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -7568820.500000 Penalty: 5264.596680
	Iteration 49Q: 3 clusters Score -7568820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -7568823.500000 Penalty: 5264.596680
	Iteration 50Q: 3 clusters Score -7568824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -7568840.500000 Penalty: 5264.596680
	Iteration 51Q: 3 clusters Score -7568840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -7568858.500000 Penalty: 5264.596680
	Iteration 52Q: 3 clusters Score -7568858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -7568858.000000 Penalty: 5264.596680
	Iteration 53Q: 3 clusters Score -7568858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -7568843.500000 Penalty: 5264.596680
	Iteration 54Q: 3 clusters Score -7568844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -7568849.000000 Penalty: 5264.596680
	Iteration 55Q: 3 clusters Score -7568849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -7568849.500000 Penalty: 5264.596680
	Iteration 56Q: 3 clusters Score -7568850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -7568842.000000 Penalty: 5264.596680
	Iteration 57Q: 3 clusters Score -7568842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -7568840.500000 Penalty: 5264.596680
	Iteration 58Q: 3 clusters Score -7568840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -7568847.500000 Penalty: 5264.596680
	Iteration 59Q: 3 clusters Score -7568848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -7568849.000000 Penalty: 5264.596680
	Iteration 60F: 3 clusters Score -7568849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -7568853.500000 Penalty: 5264.596680
	Iteration 61Q: 3 clusters Score -7568854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -7568852.500000 Penalty: 5264.596680
	Iteration 62Q: 3 clusters Score -7568852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -7568865.500000 Penalty: 5264.596680
	Iteration 63Q: 3 clusters Score -7568866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -7568861.000000 Penalty: 5264.596680
	Iteration 64Q: 3 clusters Score -7568861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -7568870.000000 Penalty: 5264.596680
	Iteration 65Q: 3 clusters Score -7568870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -7568863.500000 Penalty: 5264.596680
	Iteration 66Q: 3 clusters Score -7568864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -7568874.500000 Penalty: 5264.596680
	Iteration 67Q: 3 clusters Score -7568874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -7568880.500000 Penalty: 5264.596680
	Iteration 68Q: 3 clusters Score -7568880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -7568883.000000 Penalty: 5264.596680
	Iteration 69Q: 3 clusters Score -7568883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -7568876.500000 Penalty: 5264.596680
	Iteration 70Q: 3 clusters Score -7568876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -7568879.500000 Penalty: 5264.596680
	Iteration 71Q: 3 clusters Score -7568880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -7568879.500000 Penalty: 5264.596680
	Iteration 72F: 3 clusters Score -7568880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -476168.531250 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -476168.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -473150.812500 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -473150.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -473683.937500 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -473683.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -473823.281250 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -473823.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -473907.781250 Penalty: 3895.195312
	Iteration 3Q: 3 clusters Score -473907.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -473958.562500 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -473958.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -473987.625000 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -473987.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -474008.468750 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -474008.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -474031.625000 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -474031.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -474050.562500 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -474050.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -474067.218750 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -474067.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -474083.250000 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -474083.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -474093.218750 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -474093.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -474102.750000 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -474102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -474107.343750 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -474107.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -474111.343750 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -474111.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -474115.343750 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -474115.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -474119.812500 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -474119.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -474123.000000 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -474123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -474125.156250 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -474125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -474127.093750 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -474127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -474128.843750 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -474128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -474129.250000 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -474129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -474129.843750 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -474129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -474130.156250 Penalty: 3895.195312
	Iteration 23Q: 3 clusters Score -474130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -474132.156250 Penalty: 3895.195312
	Iteration 24Q: 3 clusters Score -474132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -474132.375000 Penalty: 3895.195312
	Iteration 25Q: 3 clusters Score -474132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -474134.312500 Penalty: 3895.195312
	Iteration 26Q: 3 clusters Score -474134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -474135.875000 Penalty: 3895.195312
	Iteration 27Q: 3 clusters Score -474135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -474136.062500 Penalty: 3895.195312
	Iteration 28Q: 3 clusters Score -474136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -474137.625000 Penalty: 3895.195312
	Iteration 29Q: 3 clusters Score -474137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -474137.625000 Penalty: 3895.195312
	Iteration 30F: 3 clusters Score -474137.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Entering Unmasked Estep 
Score: -9474982.000000 Penalty: 2685.900391
	Iteration 0F: 2 clusters Score -9474982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -9444979.000000 Penalty: 5371.800781
	Iteration 0F: 3 clusters Score -9444979 nChanged 23592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -9458260.000000 Penalty: 5371.800781
	Iteration 1F: 3 clusters Score -9458260 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -9458904.000000 Penalty: 5371.800781
	Iteration 2Q: 3 clusters Score -9458904 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -9459454.000000 Penalty: 5371.800781
	Iteration 3Q: 3 clusters Score -9459454 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -9460053.000000 Penalty: 5371.800781
	Iteration 4Q: 3 clusters Score -9460053 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -9460930.000000 Penalty: 5371.800781
	Iteration 5Q: 3 clusters Score -9460930 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -9462103.000000 Penalty: 5371.800781
	Iteration 6F: 3 clusters Score -9462103 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -9463865.000000 Penalty: 5371.800781
	Iteration 7F: 3 clusters Score -9463865 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -9466212.000000 Penalty: 5371.800781
	Iteration 8F: 3 clusters Score -9466212 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -9468938.000000 Penalty: 5371.800781
	Iteration 9F: 3 clusters Score -9468938 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -9471154.000000 Penalty: 5371.800781
	Iteration 10F: 3 clusters Score -9471154 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -9471998.000000 Penalty: 5371.800781
	Iteration 11Q: 3 clusters Score -9471998 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -9472243.000000 Penalty: 5371.800781
	Iteration 12Q: 3 clusters Score -9472243 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -9472427.000000 Penalty: 5371.800781
	Iteration 13Q: 3 clusters Score -9472427 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -9472502.000000 Penalty: 5371.800781
	Iteration 14Q: 3 clusters Score -9472502 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -9472579.000000 Penalty: 5371.800781
	Iteration 15Q: 3 clusters Score -9472579 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -9472614.000000 Penalty: 5371.800781
	Iteration 16Q: 3 clusters Score -9472614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -9472660.000000 Penalty: 5371.800781
	Iteration 17Q: 3 clusters Score -9472660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -9472684.000000 Penalty: 5371.800781
	Iteration 18Q: 3 clusters Score -9472684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -9472712.000000 Penalty: 5371.800781
	Iteration 19Q: 3 clusters Score -9472712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -9472741.000000 Penalty: 5371.800781
	Iteration 20F: 3 clusters Score -9472741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -9472750.000000 Penalty: 5371.800781
	Iteration 21Q: 3 clusters Score -9472750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -9472762.000000 Penalty: 5371.800781
	Iteration 22Q: 3 clusters Score -9472762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -9472766.000000 Penalty: 5371.800781
	Iteration 23Q: 3 clusters Score -9472766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -9472762.000000 Penalty: 5371.800781
	Iteration 24Q: 3 clusters Score -9472762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -9472767.000000 Penalty: 5371.800781
	Iteration 25Q: 3 clusters Score -9472767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -9472771.000000 Penalty: 5371.800781
	Iteration 26Q: 3 clusters Score -9472771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -9472771.000000 Penalty: 5371.800781
	Iteration 27Q: 3 clusters Score -9472771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -9472768.000000 Penalty: 5371.800781
	Iteration 28Q: 3 clusters Score -9472768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -9472774.000000 Penalty: 5371.800781
	Iteration 29Q: 3 clusters Score -9472774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -9472781.000000 Penalty: 5371.800781
	Iteration 30Q: 3 clusters Score -9472781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -9472781.000000 Penalty: 5371.800781
	Iteration 31Q: 3 clusters Score -9472781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -9472780.000000 Penalty: 5371.800781
	Iteration 32Q: 3 clusters Score -9472780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -9472777.000000 Penalty: 5371.800781
	Iteration 33Q: 3 clusters Score -9472777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -9472777.000000 Penalty: 5371.800781
	Iteration 34F: 3 clusters Score -9472777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Entering Unmasked Estep 
Score: -9193991.000000 Penalty: 2680.822754
	Iteration 0F: 2 clusters Score -9193991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -9162112.000000 Penalty: 5361.645508
	Iteration 0F: 3 clusters Score -9162112 nChanged 22784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -9174869.000000 Penalty: 5361.645508
	Iteration 1F: 3 clusters Score -9174869 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -9175877.000000 Penalty: 5361.645508
	Iteration 2Q: 3 clusters Score -9175877 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -9177242.000000 Penalty: 5361.645508
	Iteration 3F: 3 clusters Score -9177242 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -9179093.000000 Penalty: 5361.645508
	Iteration 4F: 3 clusters Score -9179093 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -9181726.000000 Penalty: 5361.645508
	Iteration 5F: 3 clusters Score -9181726 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -9184887.000000 Penalty: 5361.645508
	Iteration 6F: 3 clusters Score -9184887 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -9187731.000000 Penalty: 5361.645508
	Iteration 7F: 3 clusters Score -9187731 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -9189841.000000 Penalty: 5361.645508
	Iteration 8Q: 3 clusters Score -9189841 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -9191242.000000 Penalty: 5361.645508
	Iteration 9Q: 3 clusters Score -9191242 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -9191913.000000 Penalty: 5361.645508
	Iteration 10Q: 3 clusters Score -9191913 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -9192252.000000 Penalty: 5361.645508
	Iteration 11Q: 3 clusters Score -9192252 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -9192446.000000 Penalty: 5361.645508
	Iteration 12Q: 3 clusters Score -9192446 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -9192549.000000 Penalty: 5361.645508
	Iteration 13Q: 3 clusters Score -9192549 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -9192651.000000 Penalty: 5361.645508
	Iteration 14Q: 3 clusters Score -9192651 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -9192669.000000 Penalty: 5361.645508
	Iteration 15Q: 3 clusters Score -9192669 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -9192716.000000 Penalty: 5361.645508
	Iteration 16Q: 3 clusters Score -9192716 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -9192722.000000 Penalty: 5361.645508
	Iteration 17Q: 3 clusters Score -9192722 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -9192760.000000 Penalty: 5361.645508
	Iteration 18Q: 3 clusters Score -9192760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -9192772.000000 Penalty: 5361.645508
	Iteration 19Q: 3 clusters Score -9192772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -9192760.000000 Penalty: 5361.645508
	Iteration 20F: 3 clusters Score -9192760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -9192777.000000 Penalty: 5361.645508
	Iteration 21Q: 3 clusters Score -9192777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -9192760.000000 Penalty: 5361.645508
	Iteration 22Q: 3 clusters Score -9192760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -9192765.000000 Penalty: 5361.645508
	Iteration 23Q: 3 clusters Score -9192765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -9192753.000000 Penalty: 5361.645508
	Iteration 24Q: 3 clusters Score -9192753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -9192758.000000 Penalty: 5361.645508
	Iteration 25Q: 3 clusters Score -9192758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -9192752.000000 Penalty: 5361.645508
	Iteration 26Q: 3 clusters Score -9192752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -9192754.000000 Penalty: 5361.645508
	Iteration 27Q: 3 clusters Score -9192754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -9192754.000000 Penalty: 5361.645508
	Iteration 28Q: 3 clusters Score -9192754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -9192757.000000 Penalty: 5361.645508
	Iteration 29Q: 3 clusters Score -9192757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -9192754.000000 Penalty: 5361.645508
	Iteration 30Q: 3 clusters Score -9192754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -9192755.000000 Penalty: 5361.645508
	Iteration 31Q: 3 clusters Score -9192755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -9192753.000000 Penalty: 5361.645508
	Iteration 32Q: 3 clusters Score -9192753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -9192751.000000 Penalty: 5361.645508
	Iteration 33Q: 3 clusters Score -9192751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -9192755.000000 Penalty: 5361.645508
	Iteration 34Q: 3 clusters Score -9192755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -9192758.000000 Penalty: 5361.645508
	Iteration 35Q: 3 clusters Score -9192758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -9192753.000000 Penalty: 5361.645508
	Iteration 36Q: 3 clusters Score -9192753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -9192765.000000 Penalty: 5361.645508
	Iteration 37Q: 3 clusters Score -9192765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -9192765.000000 Penalty: 5361.645508
	Iteration 38Q: 3 clusters Score -9192765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -9192759.000000 Penalty: 5361.645508
	Iteration 39Q: 3 clusters Score -9192759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -9192759.000000 Penalty: 5361.645508
	Iteration 40F: 3 clusters Score -9192759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -9192756.000000 Penalty: 5361.645508
	Iteration 41Q: 3 clusters Score -9192756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -9192753.000000 Penalty: 5361.645508
	Iteration 42Q: 3 clusters Score -9192753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -9192757.000000 Penalty: 5361.645508
	Iteration 43Q: 3 clusters Score -9192757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -9192764.000000 Penalty: 5361.645508
	Iteration 44Q: 3 clusters Score -9192764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -9192765.000000 Penalty: 5361.645508
	Iteration 45Q: 3 clusters Score -9192765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -9192762.000000 Penalty: 5361.645508
	Iteration 46Q: 3 clusters Score -9192762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -9192762.000000 Penalty: 5361.645508
	Iteration 47Q: 3 clusters Score -9192762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -9192762.000000 Penalty: 5361.645508
	Iteration 48F: 3 clusters Score -9192762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -88084.843750 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -88084.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86476.882812 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -86476.88 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86912.695312 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -86912.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87113.578125 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -87113.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87235.437500 Penalty: 3234.958008
	Iteration 3Q: 3 clusters Score -87235.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87319.101562 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -87319.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87357.656250 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -87357.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87389.687500 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -87389.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87452.640625 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -87452.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87495.007812 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -87495.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87518.921875 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -87518.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87547.406250 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -87547.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87577.929688 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -87577.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87607.562500 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -87607.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87642.453125 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -87642.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87669.039062 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -87669.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87680.968750 Penalty: 3234.958008
	Iteration 15Q: 3 clusters Score -87680.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87715.437500 Penalty: 3234.958008
	Iteration 16Q: 3 clusters Score -87715.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87734.671875 Penalty: 3234.958008
	Iteration 17Q: 3 clusters Score -87734.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87749.460938 Penalty: 3234.958008
	Iteration 18Q: 3 clusters Score -87749.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87755.703125 Penalty: 3234.958008
	Iteration 19Q: 3 clusters Score -87755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87767.585938 Penalty: 3234.958008
	Iteration 20F: 3 clusters Score -87767.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87792.742188 Penalty: 3234.958008
	Iteration 21Q: 3 clusters Score -87792.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87825.820312 Penalty: 3234.958008
	Iteration 22Q: 3 clusters Score -87825.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87845.906250 Penalty: 3234.958008
	Iteration 23Q: 3 clusters Score -87845.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87870.140625 Penalty: 3234.958008
	Iteration 24Q: 3 clusters Score -87870.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87885.429688 Penalty: 3234.958008
	Iteration 25Q: 3 clusters Score -87885.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87899.156250 Penalty: 3234.958008
	Iteration 26Q: 3 clusters Score -87899.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87917.140625 Penalty: 3234.958008
	Iteration 27Q: 3 clusters Score -87917.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87931.898438 Penalty: 3234.958008
	Iteration 28Q: 3 clusters Score -87931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87940.289062 Penalty: 3234.958008
	Iteration 29Q: 3 clusters Score -87940.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87949.578125 Penalty: 3234.958008
	Iteration 30Q: 3 clusters Score -87949.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87960.820312 Penalty: 3234.958008
	Iteration 31Q: 3 clusters Score -87960.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87967.671875 Penalty: 3234.958008
	Iteration 32Q: 3 clusters Score -87967.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87969.476562 Penalty: 3234.958008
	Iteration 33Q: 3 clusters Score -87969.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87978.882812 Penalty: 3234.958008
	Iteration 34Q: 3 clusters Score -87978.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87986.976562 Penalty: 3234.958008
	Iteration 35Q: 3 clusters Score -87986.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87998.593750 Penalty: 3234.958008
	Iteration 36Q: 3 clusters Score -87998.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88003.148438 Penalty: 3234.958008
	Iteration 37Q: 3 clusters Score -88003.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88005.945312 Penalty: 3234.958008
	Iteration 38Q: 3 clusters Score -88005.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88012.281250 Penalty: 3234.958008
	Iteration 39Q: 3 clusters Score -88012.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88012.281250 Penalty: 3234.958008
	Iteration 40F: 3 clusters Score -88012.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Entering Unmasked Estep 
Score: -9145686.000000 Penalty: 2678.406006
	Iteration 0F: 2 clusters Score -9145686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -9114707.000000 Penalty: 5356.812012
	Iteration 0F: 3 clusters Score -9114707 nChanged 22610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -9126978.000000 Penalty: 5356.812012
	Iteration 1F: 3 clusters Score -9126978 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -9127446.000000 Penalty: 5356.812012
	Iteration 2Q: 3 clusters Score -9127446 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -9127818.000000 Penalty: 5356.812012
	Iteration 3Q: 3 clusters Score -9127818 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -9128277.000000 Penalty: 5356.812012
	Iteration 4Q: 3 clusters Score -9128277 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -9128773.000000 Penalty: 5356.812012
	Iteration 5Q: 3 clusters Score -9128773 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -9129332.000000 Penalty: 5356.812012
	Iteration 6Q: 3 clusters Score -9129332 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -9130005.000000 Penalty: 5356.812012
	Iteration 7Q: 3 clusters Score -9130005 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -9131115.000000 Penalty: 5356.812012
	Iteration 8Q: 3 clusters Score -9131115 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -9132624.000000 Penalty: 5356.812012
	Iteration 9Q: 3 clusters Score -9132624 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -9134534.000000 Penalty: 5356.812012
	Iteration 10F: 3 clusters Score -9134534 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -9136551.000000 Penalty: 5356.812012
	Iteration 11F: 3 clusters Score -9136551 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -9138043.000000 Penalty: 5356.812012
	Iteration 12F: 3 clusters Score -9138043 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -9138755.000000 Penalty: 5356.812012
	Iteration 13Q: 3 clusters Score -9138755 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -9139155.000000 Penalty: 5356.812012
	Iteration 14Q: 3 clusters Score -9139155 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -9139389.000000 Penalty: 5356.812012
	Iteration 15Q: 3 clusters Score -9139389 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -9139544.000000 Penalty: 5356.812012
	Iteration 16Q: 3 clusters Score -9139544 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -9139693.000000 Penalty: 5356.812012
	Iteration 17Q: 3 clusters Score -9139693 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -9139842.000000 Penalty: 5356.812012
	Iteration 18Q: 3 clusters Score -9139842 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -9140022.000000 Penalty: 5356.812012
	Iteration 19Q: 3 clusters Score -9140022 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -9140163.000000 Penalty: 5356.812012
	Iteration 20F: 3 clusters Score -9140163 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -9140230.000000 Penalty: 5356.812012
	Iteration 21Q: 3 clusters Score -9140230 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -9140353.000000 Penalty: 5356.812012
	Iteration 22Q: 3 clusters Score -9140353 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -9140484.000000 Penalty: 5356.812012
	Iteration 23Q: 3 clusters Score -9140484 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -9140596.000000 Penalty: 5356.812012
	Iteration 24Q: 3 clusters Score -9140596 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -9140710.000000 Penalty: 5356.812012
	Iteration 25Q: 3 clusters Score -9140710 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -9140807.000000 Penalty: 5356.812012
	Iteration 26Q: 3 clusters Score -9140807 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -9140919.000000 Penalty: 5356.812012
	Iteration 27Q: 3 clusters Score -9140919 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -9141034.000000 Penalty: 5356.812012
	Iteration 28Q: 3 clusters Score -9141034 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -9141136.000000 Penalty: 5356.812012
	Iteration 29Q: 3 clusters Score -9141136 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -9141194.000000 Penalty: 5356.812012
	Iteration 30Q: 3 clusters Score -9141194 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -9141278.000000 Penalty: 5356.812012
	Iteration 31Q: 3 clusters Score -9141278 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -9141350.000000 Penalty: 5356.812012
	Iteration 32Q: 3 clusters Score -9141350 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -9141409.000000 Penalty: 5356.812012
	Iteration 33Q: 3 clusters Score -9141409 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -9141455.000000 Penalty: 5356.812012
	Iteration 34Q: 3 clusters Score -9141455 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -9141516.000000 Penalty: 5356.812012
	Iteration 35Q: 3 clusters Score -9141516 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -9141571.000000 Penalty: 5356.812012
	Iteration 36Q: 3 clusters Score -9141571 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -9141647.000000 Penalty: 5356.812012
	Iteration 37Q: 3 clusters Score -9141647 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -9141684.000000 Penalty: 5356.812012
	Iteration 38Q: 3 clusters Score -9141684 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -9141734.000000 Penalty: 5356.812012
	Iteration 39Q: 3 clusters Score -9141734 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -9141760.000000 Penalty: 5356.812012
	Iteration 40F: 3 clusters Score -9141760 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -9141791.000000 Penalty: 5356.812012
	Iteration 41Q: 3 clusters Score -9141791 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -9141870.000000 Penalty: 5356.812012
	Iteration 42Q: 3 clusters Score -9141870 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -9141891.000000 Penalty: 5356.812012
	Iteration 43Q: 3 clusters Score -9141891 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -9141937.000000 Penalty: 5356.812012
	Iteration 44Q: 3 clusters Score -9141937 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -9141991.000000 Penalty: 5356.812012
	Iteration 45Q: 3 clusters Score -9141991 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -9142003.000000 Penalty: 5356.812012
	Iteration 46Q: 3 clusters Score -9142003 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -9142054.000000 Penalty: 5356.812012
	Iteration 47Q: 3 clusters Score -9142054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -9142094.000000 Penalty: 5356.812012
	Iteration 48Q: 3 clusters Score -9142094 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -9142100.000000 Penalty: 5356.812012
	Iteration 49Q: 3 clusters Score -9142100 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -9142148.000000 Penalty: 5356.812012
	Iteration 50Q: 3 clusters Score -9142148 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -9142186.000000 Penalty: 5356.812012
	Iteration 51Q: 3 clusters Score -9142186 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -9142201.000000 Penalty: 5356.812012
	Iteration 52Q: 3 clusters Score -9142201 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -9142217.000000 Penalty: 5356.812012
	Iteration 53Q: 3 clusters Score -9142217 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -9142252.000000 Penalty: 5356.812012
	Iteration 54Q: 3 clusters Score -9142252 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -9142294.000000 Penalty: 5356.812012
	Iteration 55Q: 3 clusters Score -9142294 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -9142325.000000 Penalty: 5356.812012
	Iteration 56Q: 3 clusters Score -9142325 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -9142361.000000 Penalty: 5356.812012
	Iteration 57Q: 3 clusters Score -9142361 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -9142377.000000 Penalty: 5356.812012
	Iteration 58Q: 3 clusters Score -9142377 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -9142394.000000 Penalty: 5356.812012
	Iteration 59Q: 3 clusters Score -9142394 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -9142450.000000 Penalty: 5356.812012
	Iteration 60F: 3 clusters Score -9142450 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -9142470.000000 Penalty: 5356.812012
	Iteration 61Q: 3 clusters Score -9142470 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -9142521.000000 Penalty: 5356.812012
	Iteration 62Q: 3 clusters Score -9142521 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -9142550.000000 Penalty: 5356.812012
	Iteration 63Q: 3 clusters Score -9142550 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -9142591.000000 Penalty: 5356.812012
	Iteration 64Q: 3 clusters Score -9142591 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -9142632.000000 Penalty: 5356.812012
	Iteration 65Q: 3 clusters Score -9142632 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -9142659.000000 Penalty: 5356.812012
	Iteration 66Q: 3 clusters Score -9142659 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -9142667.000000 Penalty: 5356.812012
	Iteration 67Q: 3 clusters Score -9142667 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -9142704.000000 Penalty: 5356.812012
	Iteration 68Q: 3 clusters Score -9142704 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -9142744.000000 Penalty: 5356.812012
	Iteration 69Q: 3 clusters Score -9142744 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -9142791.000000 Penalty: 5356.812012
	Iteration 70Q: 3 clusters Score -9142791 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -9142811.000000 Penalty: 5356.812012
	Iteration 71Q: 3 clusters Score -9142811 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -9142839.000000 Penalty: 5356.812012
	Iteration 72Q: 3 clusters Score -9142839 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -9142883.000000 Penalty: 5356.812012
	Iteration 73Q: 3 clusters Score -9142883 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -9142942.000000 Penalty: 5356.812012
	Iteration 74Q: 3 clusters Score -9142942 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -9143009.000000 Penalty: 5356.812012
	Iteration 75Q: 3 clusters Score -9143009 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -9143031.000000 Penalty: 5356.812012
	Iteration 76Q: 3 clusters Score -9143031 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -9143073.000000 Penalty: 5356.812012
	Iteration 77Q: 3 clusters Score -9143073 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -9143124.000000 Penalty: 5356.812012
	Iteration 78Q: 3 clusters Score -9143124 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -9143177.000000 Penalty: 5356.812012
	Iteration 79Q: 3 clusters Score -9143177 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -9143207.000000 Penalty: 5356.812012
	Iteration 80F: 3 clusters Score -9143207 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -9143233.000000 Penalty: 5356.812012
	Iteration 81Q: 3 clusters Score -9143233 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -9143236.000000 Penalty: 5356.812012
	Iteration 82Q: 3 clusters Score -9143236 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -9143245.000000 Penalty: 5356.812012
	Iteration 83Q: 3 clusters Score -9143245 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -9143251.000000 Penalty: 5356.812012
	Iteration 84Q: 3 clusters Score -9143251 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -9143285.000000 Penalty: 5356.812012
	Iteration 85Q: 3 clusters Score -9143285 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -9143270.000000 Penalty: 5356.812012
	Iteration 86Q: 3 clusters Score -9143270 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -9143295.000000 Penalty: 5356.812012
	Iteration 87Q: 3 clusters Score -9143295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -9143306.000000 Penalty: 5356.812012
	Iteration 88Q: 3 clusters Score -9143306 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -9143310.000000 Penalty: 5356.812012
	Iteration 89Q: 3 clusters Score -9143310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -9143359.000000 Penalty: 5356.812012
	Iteration 90Q: 3 clusters Score -9143359 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -9143374.000000 Penalty: 5356.812012
	Iteration 91Q: 3 clusters Score -9143374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -9143362.000000 Penalty: 5356.812012
	Iteration 92Q: 3 clusters Score -9143362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -9143375.000000 Penalty: 5356.812012
	Iteration 93Q: 3 clusters Score -9143375 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -9143373.000000 Penalty: 5356.812012
	Iteration 94Q: 3 clusters Score -9143373 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -9143391.000000 Penalty: 5356.812012
	Iteration 95Q: 3 clusters Score -9143391 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -9143427.000000 Penalty: 5356.812012
	Iteration 96Q: 3 clusters Score -9143427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -9143431.000000 Penalty: 5356.812012
	Iteration 97Q: 3 clusters Score -9143431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -9143477.000000 Penalty: 5356.812012
	Iteration 98Q: 3 clusters Score -9143477 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -9143510.000000 Penalty: 5356.812012
	Iteration 99Q: 3 clusters Score -9143510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -9143525.000000 Penalty: 5356.812012
	Iteration 100F: 3 clusters Score -9143525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -9143560.000000 Penalty: 5356.812012
	Iteration 101Q: 3 clusters Score -9143560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -9143592.000000 Penalty: 5356.812012
	Iteration 102Q: 3 clusters Score -9143592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -9143594.000000 Penalty: 5356.812012
	Iteration 103Q: 3 clusters Score -9143594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -9143633.000000 Penalty: 5356.812012
	Iteration 104Q: 3 clusters Score -9143633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -9143620.000000 Penalty: 5356.812012
	Iteration 105Q: 3 clusters Score -9143620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -9143636.000000 Penalty: 5356.812012
	Iteration 106Q: 3 clusters Score -9143636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -9143651.000000 Penalty: 5356.812012
	Iteration 107Q: 3 clusters Score -9143651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -9143669.000000 Penalty: 5356.812012
	Iteration 108Q: 3 clusters Score -9143669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -9143682.000000 Penalty: 5356.812012
	Iteration 109Q: 3 clusters Score -9143682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -9143687.000000 Penalty: 5356.812012
	Iteration 110Q: 3 clusters Score -9143687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -9143705.000000 Penalty: 5356.812012
	Iteration 111Q: 3 clusters Score -9143705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -9143703.000000 Penalty: 5356.812012
	Iteration 112Q: 3 clusters Score -9143703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -9143700.000000 Penalty: 5356.812012
	Iteration 113Q: 3 clusters Score -9143700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -9143699.000000 Penalty: 5356.812012
	Iteration 114Q: 3 clusters Score -9143699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -9143698.000000 Penalty: 5356.812012
	Iteration 115Q: 3 clusters Score -9143698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -9143701.000000 Penalty: 5356.812012
	Iteration 116Q: 3 clusters Score -9143701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -9143697.000000 Penalty: 5356.812012
	Iteration 117Q: 3 clusters Score -9143697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -9143703.000000 Penalty: 5356.812012
	Iteration 118Q: 3 clusters Score -9143703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -9143701.000000 Penalty: 5356.812012
	Iteration 119Q: 3 clusters Score -9143701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -9143701.000000 Penalty: 5356.812012
	Iteration 120F: 3 clusters Score -9143701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -9143715.000000 Penalty: 5356.812012
	Iteration 121Q: 3 clusters Score -9143715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -9143720.000000 Penalty: 5356.812012
	Iteration 122Q: 3 clusters Score -9143720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -9143718.000000 Penalty: 5356.812012
	Iteration 123Q: 3 clusters Score -9143718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -9143724.000000 Penalty: 5356.812012
	Iteration 124Q: 3 clusters Score -9143724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -9143717.000000 Penalty: 5356.812012
	Iteration 125Q: 3 clusters Score -9143717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -9143719.000000 Penalty: 5356.812012
	Iteration 126Q: 3 clusters Score -9143719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -9143718.000000 Penalty: 5356.812012
	Iteration 127Q: 3 clusters Score -9143718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -9143723.000000 Penalty: 5356.812012
	Iteration 128Q: 3 clusters Score -9143723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -9143716.000000 Penalty: 5356.812012
	Iteration 129Q: 3 clusters Score -9143716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -9143718.000000 Penalty: 5356.812012
	Iteration 130Q: 3 clusters Score -9143718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -9143726.000000 Penalty: 5356.812012
	Iteration 131Q: 3 clusters Score -9143726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -9143723.000000 Penalty: 5356.812012
	Iteration 132Q: 3 clusters Score -9143723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -9143720.000000 Penalty: 5356.812012
	Iteration 133Q: 3 clusters Score -9143720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -9143720.000000 Penalty: 5356.812012
	Iteration 134F: 3 clusters Score -9143720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -133369.390625 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -133369.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131588.234375 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -131588.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -132326.312500 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -132326.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -132996.265625 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -132996.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -133524.562500 Penalty: 3373.436279
	Iteration 3F: 3 clusters Score -133524.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -133841.953125 Penalty: 3373.436279
	Iteration 4F: 3 clusters Score -133842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -134044.031250 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -134044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -134140.078125 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -134140.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -134239.937500 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -134239.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -134263.750000 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -134263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -134264.468750 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -134264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -134265.953125 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -134266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -134265.953125 Penalty: 3373.436279
	Iteration 11F: 3 clusters Score -134266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 32982 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40199 members 
Mstep: Class 5 contains 49351 members 
Mstep: Class 6 contains 47703 members 
Mstep: Class 7 contains 35818 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 50526 members 
Mstep: Class 11 contains 49502 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 13 contains 49022 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 42873 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 40942 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51972 members 
Mstep: Class 23 contains 56638 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
Score: -110142808.000000 Penalty: 79215.406250
Splitting cluster 14 changes total score from -110143960.000000 to -110142808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Entering Unmasked Estep 
Score: -698236.750000 Penalty: 2041.183228
	Iteration 0F: 2 clusters Score -698236.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -694491.187500 Penalty: 4082.366455
	Iteration 0F: 3 clusters Score -694491.2 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -695312.500000 Penalty: 4082.366455
	Iteration 1F: 3 clusters Score -695312.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -695474.625000 Penalty: 4082.366455
	Iteration 2F: 3 clusters Score -695474.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -695553.750000 Penalty: 4082.366455
	Iteration 3Q: 3 clusters Score -695553.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -695595.312500 Penalty: 4082.366455
	Iteration 4Q: 3 clusters Score -695595.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -695628.125000 Penalty: 4082.366455
	Iteration 5Q: 3 clusters Score -695628.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -695646.375000 Penalty: 4082.366455
	Iteration 6Q: 3 clusters Score -695646.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -695664.812500 Penalty: 4082.366455
	Iteration 7Q: 3 clusters Score -695664.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -695678.187500 Penalty: 4082.366455
	Iteration 8Q: 3 clusters Score -695678.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -695690.250000 Penalty: 4082.366455
	Iteration 9Q: 3 clusters Score -695690.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -695703.750000 Penalty: 4082.366455
	Iteration 10Q: 3 clusters Score -695703.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -695713.437500 Penalty: 4082.366455
	Iteration 11Q: 3 clusters Score -695713.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -695721.375000 Penalty: 4082.366455
	Iteration 12Q: 3 clusters Score -695721.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -695729.000000 Penalty: 4082.366455
	Iteration 13Q: 3 clusters Score -695729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -695737.625000 Penalty: 4082.366455
	Iteration 14Q: 3 clusters Score -695737.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -695748.875000 Penalty: 4082.366455
	Iteration 15Q: 3 clusters Score -695748.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -695762.000000 Penalty: 4082.366455
	Iteration 16Q: 3 clusters Score -695762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -695769.500000 Penalty: 4082.366455
	Iteration 17Q: 3 clusters Score -695769.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -695778.500000 Penalty: 4082.366455
	Iteration 18Q: 3 clusters Score -695778.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -695782.812500 Penalty: 4082.366455
	Iteration 19Q: 3 clusters Score -695782.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -695786.562500 Penalty: 4082.366455
	Iteration 20F: 3 clusters Score -695786.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -695792.562500 Penalty: 4082.366455
	Iteration 21Q: 3 clusters Score -695792.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -695795.125000 Penalty: 4082.366455
	Iteration 22Q: 3 clusters Score -695795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -695798.437500 Penalty: 4082.366455
	Iteration 23Q: 3 clusters Score -695798.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -695800.875000 Penalty: 4082.366455
	Iteration 24Q: 3 clusters Score -695800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -695801.437500 Penalty: 4082.366455
	Iteration 25Q: 3 clusters Score -695801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -695801.437500 Penalty: 4082.366455
	Iteration 26Q: 3 clusters Score -695801.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -695801.437500 Penalty: 4082.366455
	Iteration 27F: 3 clusters Score -695801.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -206971.921875 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -206971.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -204843.500000 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -204843.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -205183.562500 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -205183.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -205294.531250 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -205294.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -205365.671875 Penalty: 3544.408447
	Iteration 3Q: 3 clusters Score -205365.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -205474.218750 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -205474.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -205603.671875 Penalty: 3544.408447
	Iteration 5F: 3 clusters Score -205603.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -205725.875000 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -205725.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -205827.359375 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -205827.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -205907.078125 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -205907.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -205967.234375 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -205967.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -206001.406250 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -206001.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -206036.234375 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -206036.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -206073.968750 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -206074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -206089.796875 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -206089.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -206103.671875 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -206103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -206111.328125 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -206111.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -206117.875000 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -206117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -206125.156250 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -206125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -206125.156250 Penalty: 3544.408447
	Iteration 18F: 3 clusters Score -206125.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Entering Unmasked Estep 
Score: -7961029.000000 Penalty: 2645.167480
	Iteration 0F: 2 clusters Score -7961029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -7932856.500000 Penalty: 5290.334961
	Iteration 0F: 3 clusters Score -7932856 nChanged 19719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -7943672.000000 Penalty: 5290.334961
	Iteration 1F: 3 clusters Score -7943672 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -7944050.500000 Penalty: 5290.334961
	Iteration 2Q: 3 clusters Score -7944050 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -7944414.500000 Penalty: 5290.334961
	Iteration 3Q: 3 clusters Score -7944414 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -7944714.000000 Penalty: 5290.334961
	Iteration 4Q: 3 clusters Score -7944714 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -7945038.500000 Penalty: 5290.334961
	Iteration 5Q: 3 clusters Score -7945038 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -7945381.000000 Penalty: 5290.334961
	Iteration 6Q: 3 clusters Score -7945381 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -7945819.000000 Penalty: 5290.334961
	Iteration 7Q: 3 clusters Score -7945819 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -7946390.500000 Penalty: 5290.334961
	Iteration 8Q: 3 clusters Score -7946390 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -7947278.000000 Penalty: 5290.334961
	Iteration 9Q: 3 clusters Score -7947278 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -7948531.500000 Penalty: 5290.334961
	Iteration 10F: 3 clusters Score -7948532 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -7950240.000000 Penalty: 5290.334961
	Iteration 11F: 3 clusters Score -7950240 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -7952322.000000 Penalty: 5290.334961
	Iteration 12F: 3 clusters Score -7952322 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -7954124.000000 Penalty: 5290.334961
	Iteration 13F: 3 clusters Score -7954124 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -7955538.000000 Penalty: 5290.334961
	Iteration 14Q: 3 clusters Score -7955538 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7956558.500000 Penalty: 5290.334961
	Iteration 15Q: 3 clusters Score -7956558 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7957291.500000 Penalty: 5290.334961
	Iteration 16Q: 3 clusters Score -7957292 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7957733.000000 Penalty: 5290.334961
	Iteration 17Q: 3 clusters Score -7957733 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7958035.500000 Penalty: 5290.334961
	Iteration 18Q: 3 clusters Score -7958036 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7958269.500000 Penalty: 5290.334961
	Iteration 19Q: 3 clusters Score -7958270 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7958394.500000 Penalty: 5290.334961
	Iteration 20F: 3 clusters Score -7958394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7958459.500000 Penalty: 5290.334961
	Iteration 21Q: 3 clusters Score -7958460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7958514.500000 Penalty: 5290.334961
	Iteration 22Q: 3 clusters Score -7958514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7958541.000000 Penalty: 5290.334961
	Iteration 23Q: 3 clusters Score -7958541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7958567.000000 Penalty: 5290.334961
	Iteration 24Q: 3 clusters Score -7958567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7958583.500000 Penalty: 5290.334961
	Iteration 25Q: 3 clusters Score -7958584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7958614.000000 Penalty: 5290.334961
	Iteration 26Q: 3 clusters Score -7958614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7958620.000000 Penalty: 5290.334961
	Iteration 27Q: 3 clusters Score -7958620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7958626.000000 Penalty: 5290.334961
	Iteration 28Q: 3 clusters Score -7958626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7958652.000000 Penalty: 5290.334961
	Iteration 29Q: 3 clusters Score -7958652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7958659.000000 Penalty: 5290.334961
	Iteration 30Q: 3 clusters Score -7958659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7958672.500000 Penalty: 5290.334961
	Iteration 31Q: 3 clusters Score -7958672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7958692.000000 Penalty: 5290.334961
	Iteration 32Q: 3 clusters Score -7958692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7958689.000000 Penalty: 5290.334961
	Iteration 33Q: 3 clusters Score -7958689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7958696.500000 Penalty: 5290.334961
	Iteration 34Q: 3 clusters Score -7958696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7958701.500000 Penalty: 5290.334961
	Iteration 35Q: 3 clusters Score -7958702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7958701.500000 Penalty: 5290.334961
	Iteration 36F: 3 clusters Score -7958702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -455279.312500 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -455279.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -452188.343750 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -452188.3 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -452764.843750 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -452764.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -452974.000000 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -452974 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -453088.062500 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -453088.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -453157.718750 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -453157.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -453206.562500 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -453206.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -453244.937500 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -453244.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -453285.531250 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -453285.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -453323.093750 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -453323.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -453363.812500 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -453363.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -453400.937500 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -453400.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -453427.156250 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -453427.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -453449.062500 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -453449.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -453467.062500 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -453467.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -453483.500000 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -453483.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -453493.875000 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -453493.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -453506.750000 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -453506.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -453515.375000 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -453515.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -453524.875000 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -453524.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -453534.625000 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -453534.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -453544.531250 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -453544.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -453556.843750 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -453556.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -453567.250000 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -453567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -453575.093750 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -453575.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -453578.468750 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -453578.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -453579.906250 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -453579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -453582.593750 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -453582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -453587.218750 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -453587.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -453591.093750 Penalty: 3902.464111
	Iteration 28Q: 3 clusters Score -453591.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -453600.468750 Penalty: 3902.464111
	Iteration 29Q: 3 clusters Score -453600.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -453609.187500 Penalty: 3902.464111
	Iteration 30Q: 3 clusters Score -453609.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -453619.875000 Penalty: 3902.464111
	Iteration 31Q: 3 clusters Score -453619.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -453636.781250 Penalty: 3902.464111
	Iteration 32Q: 3 clusters Score -453636.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -453648.906250 Penalty: 3902.464111
	Iteration 33Q: 3 clusters Score -453648.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -453664.593750 Penalty: 3902.464111
	Iteration 34Q: 3 clusters Score -453664.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -453682.531250 Penalty: 3902.464111
	Iteration 35Q: 3 clusters Score -453682.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -453693.531250 Penalty: 3902.464111
	Iteration 36Q: 3 clusters Score -453693.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -453702.156250 Penalty: 3902.464111
	Iteration 37Q: 3 clusters Score -453702.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -453707.687500 Penalty: 3902.464111
	Iteration 38Q: 3 clusters Score -453707.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -453711.062500 Penalty: 3902.464111
	Iteration 39Q: 3 clusters Score -453711.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -453717.843750 Penalty: 3902.464111
	Iteration 40F: 3 clusters Score -453717.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -453724.750000 Penalty: 3902.464111
	Iteration 41Q: 3 clusters Score -453724.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -453730.125000 Penalty: 3902.464111
	Iteration 42Q: 3 clusters Score -453730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -453735.093750 Penalty: 3902.464111
	Iteration 43Q: 3 clusters Score -453735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -453738.656250 Penalty: 3902.464111
	Iteration 44Q: 3 clusters Score -453738.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -453740.843750 Penalty: 3902.464111
	Iteration 45Q: 3 clusters Score -453740.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -453745.375000 Penalty: 3902.464111
	Iteration 46Q: 3 clusters Score -453745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -453749.843750 Penalty: 3902.464111
	Iteration 47Q: 3 clusters Score -453749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -453760.031250 Penalty: 3902.464111
	Iteration 48Q: 3 clusters Score -453760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -453765.312500 Penalty: 3902.464111
	Iteration 49Q: 3 clusters Score -453765.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -453772.968750 Penalty: 3902.464111
	Iteration 50Q: 3 clusters Score -453773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -453778.656250 Penalty: 3902.464111
	Iteration 51Q: 3 clusters Score -453778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -453780.531250 Penalty: 3902.464111
	Iteration 52Q: 3 clusters Score -453780.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -453784.593750 Penalty: 3902.464111
	Iteration 53Q: 3 clusters Score -453784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -453786.937500 Penalty: 3902.464111
	Iteration 54Q: 3 clusters Score -453786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -453787.687500 Penalty: 3902.464111
	Iteration 55Q: 3 clusters Score -453787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -453788.375000 Penalty: 3902.464111
	Iteration 56Q: 3 clusters Score -453788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -453788.406250 Penalty: 3902.464111
	Iteration 57Q: 3 clusters Score -453788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -453788.750000 Penalty: 3902.464111
	Iteration 58Q: 3 clusters Score -453788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -453788.750000 Penalty: 3902.464111
	Iteration 59F: 3 clusters Score -453788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Entering Unmasked Estep 
Score: -7547965.500000 Penalty: 2633.738281
	Iteration 0F: 2 clusters Score -7547966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -7520365.000000 Penalty: 5267.476562
	Iteration 0F: 3 clusters Score -7520365 nChanged 18638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -7530653.000000 Penalty: 5267.476562
	Iteration 1F: 3 clusters Score -7530653 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -7531040.500000 Penalty: 5267.476562
	Iteration 2Q: 3 clusters Score -7531040 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -7531422.500000 Penalty: 5267.476562
	Iteration 3Q: 3 clusters Score -7531422 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -7531882.500000 Penalty: 5267.476562
	Iteration 4Q: 3 clusters Score -7531882 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -7532274.500000 Penalty: 5267.476562
	Iteration 5Q: 3 clusters Score -7532274 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -7532907.500000 Penalty: 5267.476562
	Iteration 6Q: 3 clusters Score -7532908 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -7533742.000000 Penalty: 5267.476562
	Iteration 7Q: 3 clusters Score -7533742 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -7534924.000000 Penalty: 5267.476562
	Iteration 8Q: 3 clusters Score -7534924 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -7536647.500000 Penalty: 5267.476562
	Iteration 9F: 3 clusters Score -7536648 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -7538666.500000 Penalty: 5267.476562
	Iteration 10F: 3 clusters Score -7538666 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -7540577.500000 Penalty: 5267.476562
	Iteration 11F: 3 clusters Score -7540578 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -7541680.000000 Penalty: 5267.476562
	Iteration 12Q: 3 clusters Score -7541680 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -7542295.000000 Penalty: 5267.476562
	Iteration 13Q: 3 clusters Score -7542295 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -7542715.000000 Penalty: 5267.476562
	Iteration 14Q: 3 clusters Score -7542715 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -7543130.500000 Penalty: 5267.476562
	Iteration 15Q: 3 clusters Score -7543130 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -7543532.000000 Penalty: 5267.476562
	Iteration 16Q: 3 clusters Score -7543532 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -7543903.000000 Penalty: 5267.476562
	Iteration 17Q: 3 clusters Score -7543903 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -7544189.000000 Penalty: 5267.476562
	Iteration 18Q: 3 clusters Score -7544189 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -7544408.500000 Penalty: 5267.476562
	Iteration 19Q: 3 clusters Score -7544408 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -7544646.000000 Penalty: 5267.476562
	Iteration 20F: 3 clusters Score -7544646 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7544753.000000 Penalty: 5267.476562
	Iteration 21Q: 3 clusters Score -7544753 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -7544925.000000 Penalty: 5267.476562
	Iteration 22Q: 3 clusters Score -7544925 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -7545036.500000 Penalty: 5267.476562
	Iteration 23Q: 3 clusters Score -7545036 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -7545153.500000 Penalty: 5267.476562
	Iteration 24Q: 3 clusters Score -7545154 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -7545274.500000 Penalty: 5267.476562
	Iteration 25Q: 3 clusters Score -7545274 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -7545346.500000 Penalty: 5267.476562
	Iteration 26Q: 3 clusters Score -7545346 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -7545423.000000 Penalty: 5267.476562
	Iteration 27Q: 3 clusters Score -7545423 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -7545466.500000 Penalty: 5267.476562
	Iteration 28Q: 3 clusters Score -7545466 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -7545543.000000 Penalty: 5267.476562
	Iteration 29Q: 3 clusters Score -7545543 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -7545580.000000 Penalty: 5267.476562
	Iteration 30Q: 3 clusters Score -7545580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -7545620.000000 Penalty: 5267.476562
	Iteration 31Q: 3 clusters Score -7545620 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -7545678.500000 Penalty: 5267.476562
	Iteration 32Q: 3 clusters Score -7545678 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -7545725.000000 Penalty: 5267.476562
	Iteration 33Q: 3 clusters Score -7545725 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -7545786.000000 Penalty: 5267.476562
	Iteration 34Q: 3 clusters Score -7545786 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -7545815.500000 Penalty: 5267.476562
	Iteration 35Q: 3 clusters Score -7545816 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -7545850.000000 Penalty: 5267.476562
	Iteration 36Q: 3 clusters Score -7545850 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -7545868.000000 Penalty: 5267.476562
	Iteration 37Q: 3 clusters Score -7545868 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -7545903.000000 Penalty: 5267.476562
	Iteration 38Q: 3 clusters Score -7545903 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -7545918.000000 Penalty: 5267.476562
	Iteration 39Q: 3 clusters Score -7545918 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -7545923.500000 Penalty: 5267.476562
	Iteration 40F: 3 clusters Score -7545924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -7545931.500000 Penalty: 5267.476562
	Iteration 41Q: 3 clusters Score -7545932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -7545944.000000 Penalty: 5267.476562
	Iteration 42Q: 3 clusters Score -7545944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -7545971.500000 Penalty: 5267.476562
	Iteration 43Q: 3 clusters Score -7545972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -7545958.000000 Penalty: 5267.476562
	Iteration 44Q: 3 clusters Score -7545958 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -7545963.000000 Penalty: 5267.476562
	Iteration 45Q: 3 clusters Score -7545963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -7545983.500000 Penalty: 5267.476562
	Iteration 46Q: 3 clusters Score -7545984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -7545990.500000 Penalty: 5267.476562
	Iteration 47Q: 3 clusters Score -7545990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -7545995.000000 Penalty: 5267.476562
	Iteration 48Q: 3 clusters Score -7545995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -7545993.000000 Penalty: 5267.476562
	Iteration 49Q: 3 clusters Score -7545993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -7545997.000000 Penalty: 5267.476562
	Iteration 50Q: 3 clusters Score -7545997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -7546015.500000 Penalty: 5267.476562
	Iteration 51Q: 3 clusters Score -7546016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -7546013.000000 Penalty: 5267.476562
	Iteration 52Q: 3 clusters Score -7546013 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -7546027.000000 Penalty: 5267.476562
	Iteration 53Q: 3 clusters Score -7546027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -7546019.000000 Penalty: 5267.476562
	Iteration 54Q: 3 clusters Score -7546019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -7546012.000000 Penalty: 5267.476562
	Iteration 55Q: 3 clusters Score -7546012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -7546026.500000 Penalty: 5267.476562
	Iteration 56Q: 3 clusters Score -7546026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -7546039.000000 Penalty: 5267.476562
	Iteration 57Q: 3 clusters Score -7546039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -7546027.500000 Penalty: 5267.476562
	Iteration 58Q: 3 clusters Score -7546028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -7546038.000000 Penalty: 5267.476562
	Iteration 59Q: 3 clusters Score -7546038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -7546048.000000 Penalty: 5267.476562
	Iteration 60F: 3 clusters Score -7546048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -7546066.000000 Penalty: 5267.476562
	Iteration 61Q: 3 clusters Score -7546066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -7546071.000000 Penalty: 5267.476562
	Iteration 62Q: 3 clusters Score -7546071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -7546059.000000 Penalty: 5267.476562
	Iteration 63Q: 3 clusters Score -7546059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -7546051.000000 Penalty: 5267.476562
	Iteration 64Q: 3 clusters Score -7546051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -7546065.000000 Penalty: 5267.476562
	Iteration 65Q: 3 clusters Score -7546065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -7546077.000000 Penalty: 5267.476562
	Iteration 66Q: 3 clusters Score -7546077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -7546078.500000 Penalty: 5267.476562
	Iteration 67Q: 3 clusters Score -7546078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -7546086.500000 Penalty: 5267.476562
	Iteration 68Q: 3 clusters Score -7546086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -7546077.500000 Penalty: 5267.476562
	Iteration 69Q: 3 clusters Score -7546078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -7546091.500000 Penalty: 5267.476562
	Iteration 70Q: 3 clusters Score -7546092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -7546076.500000 Penalty: 5267.476562
	Iteration 71Q: 3 clusters Score -7546076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -7546074.000000 Penalty: 5267.476562
	Iteration 72Q: 3 clusters Score -7546074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -7546083.500000 Penalty: 5267.476562
	Iteration 73Q: 3 clusters Score -7546084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -7546087.000000 Penalty: 5267.476562
	Iteration 74Q: 3 clusters Score -7546087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -7546086.500000 Penalty: 5267.476562
	Iteration 75Q: 3 clusters Score -7546086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -7546088.000000 Penalty: 5267.476562
	Iteration 76Q: 3 clusters Score -7546088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -7546102.000000 Penalty: 5267.476562
	Iteration 77Q: 3 clusters Score -7546102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -7546104.500000 Penalty: 5267.476562
	Iteration 78Q: 3 clusters Score -7546104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -7546105.000000 Penalty: 5267.476562
	Iteration 79Q: 3 clusters Score -7546105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -7546110.500000 Penalty: 5267.476562
	Iteration 80F: 3 clusters Score -7546110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -7546111.500000 Penalty: 5267.476562
	Iteration 81Q: 3 clusters Score -7546112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -7546106.000000 Penalty: 5267.476562
	Iteration 82Q: 3 clusters Score -7546106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -7546102.500000 Penalty: 5267.476562
	Iteration 83Q: 3 clusters Score -7546102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -7546108.000000 Penalty: 5267.476562
	Iteration 84Q: 3 clusters Score -7546108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -7546111.000000 Penalty: 5267.476562
	Iteration 85Q: 3 clusters Score -7546111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -7546107.500000 Penalty: 5267.476562
	Iteration 86Q: 3 clusters Score -7546108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -7546109.000000 Penalty: 5267.476562
	Iteration 87Q: 3 clusters Score -7546109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7546101.000000 Penalty: 5267.476562
	Iteration 88Q: 3 clusters Score -7546101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -7546110.000000 Penalty: 5267.476562
	Iteration 89Q: 3 clusters Score -7546110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -7546100.000000 Penalty: 5267.476562
	Iteration 90Q: 3 clusters Score -7546100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -7546110.000000 Penalty: 5267.476562
	Iteration 91Q: 3 clusters Score -7546110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -7546100.500000 Penalty: 5267.476562
	Iteration 92Q: 3 clusters Score -7546100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -7546096.500000 Penalty: 5267.476562
	Iteration 93Q: 3 clusters Score -7546096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -7546103.500000 Penalty: 5267.476562
	Iteration 94Q: 3 clusters Score -7546104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7546102.000000 Penalty: 5267.476562
	Iteration 95Q: 3 clusters Score -7546102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -7546106.500000 Penalty: 5267.476562
	Iteration 96Q: 3 clusters Score -7546106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -7546112.500000 Penalty: 5267.476562
	Iteration 97Q: 3 clusters Score -7546112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -7546114.500000 Penalty: 5267.476562
	Iteration 98Q: 3 clusters Score -7546114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -7546111.000000 Penalty: 5267.476562
	Iteration 99Q: 3 clusters Score -7546111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -7546105.000000 Penalty: 5267.476562
	Iteration 100F: 3 clusters Score -7546105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -7546113.000000 Penalty: 5267.476562
	Iteration 101Q: 3 clusters Score -7546113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -7546114.500000 Penalty: 5267.476562
	Iteration 102Q: 3 clusters Score -7546114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -7546109.500000 Penalty: 5267.476562
	Iteration 103Q: 3 clusters Score -7546110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -7546107.000000 Penalty: 5267.476562
	Iteration 104Q: 3 clusters Score -7546107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -7546111.000000 Penalty: 5267.476562
	Iteration 105Q: 3 clusters Score -7546111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7546115.500000 Penalty: 5267.476562
	Iteration 106Q: 3 clusters Score -7546116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7546115.500000 Penalty: 5267.476562
	Iteration 107F: 3 clusters Score -7546116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -77453.617188 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -77453.62 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 232 members 
Entering Unmasked Estep 
Score: -76054.695312 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -76054.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76330.445312 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -76330.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -76516.796875 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -76516.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -76672.578125 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -76672.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76737.015625 Penalty: 3050.698975
	Iteration 4F: 3 clusters Score -76737.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76768.046875 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -76768.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -76795.976562 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -76795.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76848.406250 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -76848.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76857.062500 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -76857.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76859.203125 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -76859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76867.898438 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -76867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76867.898438 Penalty: 3050.698975
	Iteration 11F: 3 clusters Score -76867.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -230439.390625 Penalty: 1782.913696
	Iteration 0F: 2 clusters Score -230439.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -228360.687500 Penalty: 3565.827393
	Iteration 0F: 3 clusters Score -228360.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -229107.125000 Penalty: 3565.827393
	Iteration 1F: 3 clusters Score -229107.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -229400.578125 Penalty: 3565.827393
	Iteration 2F: 3 clusters Score -229400.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -229606.828125 Penalty: 3565.827393
	Iteration 3F: 3 clusters Score -229606.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -229762.906250 Penalty: 3565.827393
	Iteration 4F: 3 clusters Score -229762.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -229883.234375 Penalty: 3565.827393
	Iteration 5Q: 3 clusters Score -229883.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -229982.531250 Penalty: 3565.827393
	Iteration 6Q: 3 clusters Score -229982.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -230062.671875 Penalty: 3565.827393
	Iteration 7Q: 3 clusters Score -230062.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -230109.593750 Penalty: 3565.827393
	Iteration 8Q: 3 clusters Score -230109.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -230140.875000 Penalty: 3565.827393
	Iteration 9Q: 3 clusters Score -230140.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -230177.734375 Penalty: 3565.827393
	Iteration 10Q: 3 clusters Score -230177.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -230194.031250 Penalty: 3565.827393
	Iteration 11Q: 3 clusters Score -230194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -230206.609375 Penalty: 3565.827393
	Iteration 12Q: 3 clusters Score -230206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -230218.671875 Penalty: 3565.827393
	Iteration 13Q: 3 clusters Score -230218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -230233.171875 Penalty: 3565.827393
	Iteration 14Q: 3 clusters Score -230233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -230250.031250 Penalty: 3565.827393
	Iteration 15Q: 3 clusters Score -230250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -230262.593750 Penalty: 3565.827393
	Iteration 16Q: 3 clusters Score -230262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -230268.968750 Penalty: 3565.827393
	Iteration 17Q: 3 clusters Score -230269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -230268.968750 Penalty: 3565.827393
	Iteration 18F: 3 clusters Score -230269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Entering Unmasked Estep 
Score: -9753860.000000 Penalty: 2692.898193
	Iteration 0F: 2 clusters Score -9753860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -9721926.000000 Penalty: 5385.796387
	Iteration 0F: 3 clusters Score -9721926 nChanged 23979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -9735600.000000 Penalty: 5385.796387
	Iteration 1F: 3 clusters Score -9735600 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -9736314.000000 Penalty: 5385.796387
	Iteration 2Q: 3 clusters Score -9736314 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -9737227.000000 Penalty: 5385.796387
	Iteration 3Q: 3 clusters Score -9737227 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -9738743.000000 Penalty: 5385.796387
	Iteration 4F: 3 clusters Score -9738743 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -9741143.000000 Penalty: 5385.796387
	Iteration 5F: 3 clusters Score -9741143 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -9744554.000000 Penalty: 5385.796387
	Iteration 6F: 3 clusters Score -9744554 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -9748005.000000 Penalty: 5385.796387
	Iteration 7F: 3 clusters Score -9748005 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9750092.000000 Penalty: 5385.796387
	Iteration 8F: 3 clusters Score -9750092 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9750964.000000 Penalty: 5385.796387
	Iteration 9Q: 3 clusters Score -9750964 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9751252.000000 Penalty: 5385.796387
	Iteration 10Q: 3 clusters Score -9751252 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9751385.000000 Penalty: 5385.796387
	Iteration 11Q: 3 clusters Score -9751385 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9751462.000000 Penalty: 5385.796387
	Iteration 12Q: 3 clusters Score -9751462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9751510.000000 Penalty: 5385.796387
	Iteration 13Q: 3 clusters Score -9751510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9751521.000000 Penalty: 5385.796387
	Iteration 14Q: 3 clusters Score -9751521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9751538.000000 Penalty: 5385.796387
	Iteration 15Q: 3 clusters Score -9751538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9751548.000000 Penalty: 5385.796387
	Iteration 16Q: 3 clusters Score -9751548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9751570.000000 Penalty: 5385.796387
	Iteration 17Q: 3 clusters Score -9751570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9751567.000000 Penalty: 5385.796387
	Iteration 18Q: 3 clusters Score -9751567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9751587.000000 Penalty: 5385.796387
	Iteration 19Q: 3 clusters Score -9751587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9751594.000000 Penalty: 5385.796387
	Iteration 20F: 3 clusters Score -9751594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9751602.000000 Penalty: 5385.796387
	Iteration 21Q: 3 clusters Score -9751602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9751599.000000 Penalty: 5385.796387
	Iteration 22Q: 3 clusters Score -9751599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9751599.000000 Penalty: 5385.796387
	Iteration 23F: 3 clusters Score -9751599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Entering Unmasked Estep 
Score: -10631013.000000 Penalty: 2714.219971
	Iteration 0F: 2 clusters Score -1.063101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -10599255.000000 Penalty: 5428.439941
	Iteration 0F: 3 clusters Score -1.059926e+07 nChanged 26353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -10614026.000000 Penalty: 5428.439941
	Iteration 1F: 3 clusters Score -1.061403e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -10614703.000000 Penalty: 5428.439941
	Iteration 2Q: 3 clusters Score -1.06147e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -10615326.000000 Penalty: 5428.439941
	Iteration 3Q: 3 clusters Score -1.061533e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -10616090.000000 Penalty: 5428.439941
	Iteration 4Q: 3 clusters Score -1.061609e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -10616952.000000 Penalty: 5428.439941
	Iteration 5Q: 3 clusters Score -1.061695e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -10618149.000000 Penalty: 5428.439941
	Iteration 6Q: 3 clusters Score -1.061815e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -10619816.000000 Penalty: 5428.439941
	Iteration 7F: 3 clusters Score -1.061982e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -10621728.000000 Penalty: 5428.439941
	Iteration 8F: 3 clusters Score -1.062173e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -10623857.000000 Penalty: 5428.439941
	Iteration 9F: 3 clusters Score -1.062386e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -10625814.000000 Penalty: 5428.439941
	Iteration 10F: 3 clusters Score -1.062581e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -10627465.000000 Penalty: 5428.439941
	Iteration 11Q: 3 clusters Score -1.062746e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -10628406.000000 Penalty: 5428.439941
	Iteration 12Q: 3 clusters Score -1.062841e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -10628972.000000 Penalty: 5428.439941
	Iteration 13Q: 3 clusters Score -1.062897e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -10629277.000000 Penalty: 5428.439941
	Iteration 14Q: 3 clusters Score -1.062928e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -10629369.000000 Penalty: 5428.439941
	Iteration 15Q: 3 clusters Score -1.062937e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -10629389.000000 Penalty: 5428.439941
	Iteration 16Q: 3 clusters Score -1.062939e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -10629473.000000 Penalty: 5428.439941
	Iteration 17Q: 3 clusters Score -1.062947e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -10629483.000000 Penalty: 5428.439941
	Iteration 18Q: 3 clusters Score -1.062948e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -10629380.000000 Penalty: 5428.439941
	Iteration 19Q: 3 clusters Score -1.062938e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -10629310.000000 Penalty: 5428.439941
	Iteration 20F: 3 clusters Score -1.062931e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -10629287.000000 Penalty: 5428.439941
	Iteration 21Q: 3 clusters Score -1.062929e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10629253.000000 Penalty: 5428.439941
	Iteration 22Q: 3 clusters Score -1.062925e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10629218.000000 Penalty: 5428.439941
	Iteration 23Q: 3 clusters Score -1.062922e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10629201.000000 Penalty: 5428.439941
	Iteration 24Q: 3 clusters Score -1.06292e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10629167.000000 Penalty: 5428.439941
	Iteration 25Q: 3 clusters Score -1.062917e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -10629132.000000 Penalty: 5428.439941
	Iteration 26Q: 3 clusters Score -1.062913e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -10629132.000000 Penalty: 5428.439941
	Iteration 27Q: 3 clusters Score -1.062913e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -10629117.000000 Penalty: 5428.439941
	Iteration 28Q: 3 clusters Score -1.062912e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10629095.000000 Penalty: 5428.439941
	Iteration 29Q: 3 clusters Score -1.06291e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -10629097.000000 Penalty: 5428.439941
	Iteration 30Q: 3 clusters Score -1.06291e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10629091.000000 Penalty: 5428.439941
	Iteration 31Q: 3 clusters Score -1.062909e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10629072.000000 Penalty: 5428.439941
	Iteration 32Q: 3 clusters Score -1.062907e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10629038.000000 Penalty: 5428.439941
	Iteration 33Q: 3 clusters Score -1.062904e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -10629036.000000 Penalty: 5428.439941
	Iteration 34Q: 3 clusters Score -1.062904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10629051.000000 Penalty: 5428.439941
	Iteration 35Q: 3 clusters Score -1.062905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10629054.000000 Penalty: 5428.439941
	Iteration 36Q: 3 clusters Score -1.062905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10629056.000000 Penalty: 5428.439941
	Iteration 37Q: 3 clusters Score -1.062906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10629058.000000 Penalty: 5428.439941
	Iteration 38Q: 3 clusters Score -1.062906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10629058.000000 Penalty: 5428.439941
	Iteration 39Q: 3 clusters Score -1.062906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -10629066.000000 Penalty: 5428.439941
	Iteration 40F: 3 clusters Score -1.062907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10629066.000000 Penalty: 5428.439941
	Iteration 41Q: 3 clusters Score -1.062907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10629072.000000 Penalty: 5428.439941
	Iteration 42Q: 3 clusters Score -1.062907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10629070.000000 Penalty: 5428.439941
	Iteration 43Q: 3 clusters Score -1.062907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10629066.000000 Penalty: 5428.439941
	Iteration 44Q: 3 clusters Score -1.062907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10629060.000000 Penalty: 5428.439941
	Iteration 45Q: 3 clusters Score -1.062906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10629061.000000 Penalty: 5428.439941
	Iteration 46Q: 3 clusters Score -1.062906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10629063.000000 Penalty: 5428.439941
	Iteration 47Q: 3 clusters Score -1.062906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10629063.000000 Penalty: 5428.439941
	Iteration 48F: 3 clusters Score -1.062906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 32982 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 40199 members 
Mstep: Class 5 contains 49351 members 
Mstep: Class 6 contains 47703 members 
Mstep: Class 7 contains 35818 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 50526 members 
Mstep: Class 11 contains 49502 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 13 contains 49022 members 
Mstep: Class 14 contains 899 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 42873 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 40942 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51972 members 
Mstep: Class 23 contains 56638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143816.000000 Penalty: 75914.765625
Iteration 79Q: 24 clusters Score -1.101438e+08 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 32904 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 40119 members 
Mstep: Class 5 contains 49284 members 
Mstep: Class 6 contains 47805 members 
Mstep: Class 7 contains 35829 members 
Mstep: Class 8 contains 40757 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 50338 members 
Mstep: Class 11 contains 49489 members 
Mstep: Class 12 contains 685 members 
Mstep: Class 13 contains 49230 members 
Mstep: Class 14 contains 898 members 
Mstep: Class 15 contains 3775 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 42935 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 40836 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 51880 members 
Mstep: Class 23 contains 56770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145024.000000 Penalty: 75914.765625
Iteration 80F: 24 clusters Score -1.10145e+08 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32844 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 39999 members 
Mstep: Class 5 contains 49231 members 
Mstep: Class 6 contains 47821 members 
Mstep: Class 7 contains 35846 members 
Mstep: Class 8 contains 39969 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 51698 members 
Mstep: Class 11 contains 49482 members 
Mstep: Class 12 contains 688 members 
Mstep: Class 13 contains 49318 members 
Mstep: Class 14 contains 896 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 42991 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 40659 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 51774 members 
Mstep: Class 23 contains 56481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144264.000000 Penalty: 75914.765625
Iteration 81Q: 24 clusters Score -1.101443e+08 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32773 members 
Mstep: Class 3 contains 484 members 
Mstep: Class 4 contains 39747 members 
Mstep: Class 5 contains 49253 members 
Mstep: Class 6 contains 47817 members 
Mstep: Class 7 contains 35894 members 
Mstep: Class 8 contains 39423 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 52429 members 
Mstep: Class 11 contains 49510 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 49413 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 42986 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 40572 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51750 members 
Mstep: Class 23 contains 56475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144472.000000 Penalty: 75914.765625
Iteration 82Q: 24 clusters Score -1.101445e+08 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32724 members 
Mstep: Class 3 contains 484 members 
Mstep: Class 4 contains 39362 members 
Mstep: Class 5 contains 49256 members 
Mstep: Class 6 contains 47877 members 
Mstep: Class 7 contains 35973 members 
Mstep: Class 8 contains 39028 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 52940 members 
Mstep: Class 11 contains 49542 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 13 contains 49528 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 3886 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 42941 members 
Mstep: Class 18 contains 2608 members 
Mstep: Class 19 contains 40488 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 51769 members 
Mstep: Class 23 contains 56548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144072.000000 Penalty: 75914.765625
Iteration 83Q: 24 clusters Score -1.101441e+08 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32704 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 38994 members 
Mstep: Class 5 contains 49198 members 
Mstep: Class 6 contains 47989 members 
Mstep: Class 7 contains 36032 members 
Mstep: Class 8 contains 38795 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 53172 members 
Mstep: Class 11 contains 49591 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 13 contains 49640 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 42919 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 40391 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 51767 members 
Mstep: Class 23 contains 56700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144096.000000 Penalty: 75914.765625
Iteration 84Q: 24 clusters Score -1.101441e+08 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32679 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 38632 members 
Mstep: Class 5 contains 49131 members 
Mstep: Class 6 contains 48081 members 
Mstep: Class 7 contains 36083 members 
Mstep: Class 8 contains 38753 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 53198 members 
Mstep: Class 11 contains 49589 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 13 contains 49821 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 42844 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 40335 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 51816 members 
Mstep: Class 23 contains 56860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144392.000000 Penalty: 75914.765625
Iteration 85Q: 24 clusters Score -1.101444e+08 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32674 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38238 members 
Mstep: Class 5 contains 49010 members 
Mstep: Class 6 contains 48167 members 
Mstep: Class 7 contains 36135 members 
Mstep: Class 8 contains 38929 members 
Mstep: Class 9 contains 2797 members 
Mstep: Class 10 contains 53184 members 
Mstep: Class 11 contains 49580 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 13 contains 50036 members 
Mstep: Class 14 contains 881 members 
Mstep: Class 15 contains 4040 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 42805 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 40255 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 51810 members 
Mstep: Class 23 contains 56913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144472.000000 Penalty: 75914.765625
Iteration 86Q: 24 clusters Score -1.101445e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32666 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37866 members 
Mstep: Class 5 contains 48957 members 
Mstep: Class 6 contains 48247 members 
Mstep: Class 7 contains 36186 members 
Mstep: Class 8 contains 39234 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 53155 members 
Mstep: Class 11 contains 49535 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50172 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 15 contains 4089 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 42752 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 40207 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51814 members 
Mstep: Class 23 contains 56868 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 24 clusters Score -1.101447e+08 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32666 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37508 members 
Mstep: Class 5 contains 48958 members 
Mstep: Class 6 contains 48273 members 
Mstep: Class 7 contains 36257 members 
Mstep: Class 8 contains 39636 members 
Mstep: Class 9 contains 2843 members 
Mstep: Class 10 contains 53033 members 
Mstep: Class 11 contains 49533 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50264 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4150 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 42680 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 40177 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 51847 members 
Mstep: Class 23 contains 56746 members 
Entering Unmasked Estep 
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Iteration 88Q: 24 clusters Score -1.10145e+08 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32612 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37164 members 
Mstep: Class 5 contains 48973 members 
Mstep: Class 6 contains 48251 members 
Mstep: Class 7 contains 36324 members 
Mstep: Class 8 contains 40108 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 52834 members 
Mstep: Class 11 contains 49536 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50357 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4216 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 42612 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 40121 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 51942 members 
Mstep: Class 23 contains 56652 members 
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Iteration 89Q: 24 clusters Score -1.101453e+08 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32572 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36821 members 
Mstep: Class 5 contains 48983 members 
Mstep: Class 6 contains 48247 members 
Mstep: Class 7 contains 36374 members 
Mstep: Class 8 contains 40663 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 52618 members 
Mstep: Class 11 contains 49573 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50464 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4251 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 42535 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 40120 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 51977 members 
Mstep: Class 23 contains 56479 members 
Entering Unmasked Estep 
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Iteration 90Q: 24 clusters Score -1.101459e+08 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32535 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36475 members 
Mstep: Class 5 contains 48954 members 
Mstep: Class 6 contains 48230 members 
Mstep: Class 7 contains 36405 members 
Mstep: Class 8 contains 41238 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 52460 members 
Mstep: Class 11 contains 49601 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50582 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 42471 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 40107 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 51968 members 
Mstep: Class 23 contains 56324 members 
Entering Unmasked Estep 
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Iteration 91Q: 24 clusters Score -1.101461e+08 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36125 members 
Mstep: Class 5 contains 48939 members 
Mstep: Class 6 contains 48183 members 
Mstep: Class 7 contains 36457 members 
Mstep: Class 8 contains 41846 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 52316 members 
Mstep: Class 11 contains 49639 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50671 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 42366 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 40073 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 51920 members 
Mstep: Class 23 contains 56232 members 
Entering Unmasked Estep 
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Iteration 92Q: 24 clusters Score -1.101466e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32457 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35820 members 
Mstep: Class 5 contains 48888 members 
Mstep: Class 6 contains 48116 members 
Mstep: Class 7 contains 36472 members 
Mstep: Class 8 contains 42436 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 52242 members 
Mstep: Class 11 contains 49695 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50719 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 42297 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 40070 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 51877 members 
Mstep: Class 23 contains 56096 members 
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Iteration 93Q: 24 clusters Score -1.101467e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32413 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35504 members 
Mstep: Class 5 contains 48829 members 
Mstep: Class 6 contains 48022 members 
Mstep: Class 7 contains 36494 members 
Mstep: Class 8 contains 43091 members 
Mstep: Class 9 contains 2985 members 
Mstep: Class 10 contains 52162 members 
Mstep: Class 11 contains 49707 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50720 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4494 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 42227 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 40074 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 51877 members 
Mstep: Class 23 contains 55971 members 
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Iteration 94Q: 24 clusters Score -1.101469e+08 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32375 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35196 members 
Mstep: Class 5 contains 48727 members 
Mstep: Class 6 contains 47967 members 
Mstep: Class 7 contains 36543 members 
Mstep: Class 8 contains 43736 members 
Mstep: Class 9 contains 3009 members 
Mstep: Class 10 contains 52081 members 
Mstep: Class 11 contains 49713 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50715 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4559 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 42142 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 40067 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 51867 members 
Mstep: Class 23 contains 55875 members 
Entering Unmasked Estep 
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Iteration 95Q: 24 clusters Score -1.101474e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32348 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34883 members 
Mstep: Class 5 contains 48635 members 
Mstep: Class 6 contains 47884 members 
Mstep: Class 7 contains 36569 members 
Mstep: Class 8 contains 44414 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 52049 members 
Mstep: Class 11 contains 49720 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50703 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4611 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 42034 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 40069 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 51884 members 
Mstep: Class 23 contains 55738 members 
Entering Unmasked Estep 
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Iteration 96Q: 24 clusters Score -1.101481e+08 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32317 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34622 members 
Mstep: Class 5 contains 48533 members 
Mstep: Class 6 contains 47791 members 
Mstep: Class 7 contains 36585 members 
Mstep: Class 8 contains 45099 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 51997 members 
Mstep: Class 11 contains 49743 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50701 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 41882 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 40098 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 51860 members 
Mstep: Class 23 contains 55634 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -1.101485e+08 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32269 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34413 members 
Mstep: Class 5 contains 48452 members 
Mstep: Class 6 contains 47708 members 
Mstep: Class 7 contains 36585 members 
Mstep: Class 8 contains 45714 members 
Mstep: Class 9 contains 3086 members 
Mstep: Class 10 contains 52015 members 
Mstep: Class 11 contains 49753 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50681 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4698 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 41688 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 40165 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51848 members 
Mstep: Class 23 contains 55501 members 
Entering Unmasked Estep 
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Iteration 98Q: 24 clusters Score -1.101487e+08 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32225 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34251 members 
Mstep: Class 5 contains 48420 members 
Mstep: Class 6 contains 47608 members 
Mstep: Class 7 contains 36599 members 
Mstep: Class 8 contains 46243 members 
Mstep: Class 9 contains 3121 members 
Mstep: Class 10 contains 52005 members 
Mstep: Class 11 contains 49770 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50624 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4730 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 41484 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 40262 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51846 members 
Mstep: Class 23 contains 55389 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -1.101492e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32196 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34212 members 
Mstep: Class 5 contains 48410 members 
Mstep: Class 6 contains 47497 members 
Mstep: Class 7 contains 36594 members 
Mstep: Class 8 contains 46660 members 
Mstep: Class 9 contains 3152 members 
Mstep: Class 10 contains 52028 members 
Mstep: Class 11 contains 49770 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 50506 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 41279 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 40370 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51843 members 
Mstep: Class 23 contains 55300 members 
Entering Unmasked Estep 
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Iteration 100F: 24 clusters Score -1.101491e+08 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32169 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34245 members 
Mstep: Class 5 contains 48408 members 
Mstep: Class 6 contains 47398 members 
Mstep: Class 7 contains 36558 members 
Mstep: Class 8 contains 46933 members 
Mstep: Class 9 contains 3183 members 
Mstep: Class 10 contains 52182 members 
Mstep: Class 11 contains 49811 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50375 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 41089 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 40443 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 51832 members 
Mstep: Class 23 contains 55168 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -1.101493e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32139 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34334 members 
Mstep: Class 5 contains 48395 members 
Mstep: Class 6 contains 47303 members 
Mstep: Class 7 contains 36513 members 
Mstep: Class 8 contains 47155 members 
Mstep: Class 9 contains 3208 members 
Mstep: Class 10 contains 52294 members 
Mstep: Class 11 contains 49781 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50271 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 40967 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 40485 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 51840 members 
Mstep: Class 23 contains 55078 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -1.101496e+08 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32098 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34438 members 
Mstep: Class 5 contains 48357 members 
Mstep: Class 6 contains 47240 members 
Mstep: Class 7 contains 36491 members 
Mstep: Class 8 contains 47274 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 52367 members 
Mstep: Class 11 contains 49776 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50142 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 40869 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 40555 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51869 members 
Mstep: Class 23 contains 55039 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -1.101496e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32056 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34538 members 
Mstep: Class 5 contains 48331 members 
Mstep: Class 6 contains 47225 members 
Mstep: Class 7 contains 36462 members 
Mstep: Class 8 contains 47379 members 
Mstep: Class 9 contains 3245 members 
Mstep: Class 10 contains 52433 members 
Mstep: Class 11 contains 49761 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50024 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4848 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 40755 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 40635 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51907 members 
Mstep: Class 23 contains 54981 members 
Entering Unmasked Estep 
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Iteration 104Q: 24 clusters Score -1.101493e+08 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32026 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34641 members 
Mstep: Class 5 contains 48319 members 
Mstep: Class 6 contains 47185 members 
Mstep: Class 7 contains 36423 members 
Mstep: Class 8 contains 47492 members 
Mstep: Class 9 contains 3270 members 
Mstep: Class 10 contains 52497 members 
Mstep: Class 11 contains 49757 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49943 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4864 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 40663 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 40703 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51925 members 
Mstep: Class 23 contains 54872 members 
Entering Unmasked Estep 
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Iteration 105Q: 24 clusters Score -1.101497e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31992 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34754 members 
Mstep: Class 5 contains 48323 members 
Mstep: Class 6 contains 47176 members 
Mstep: Class 7 contains 36372 members 
Mstep: Class 8 contains 47511 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 52560 members 
Mstep: Class 11 contains 49740 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49900 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4877 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 40584 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 40762 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51876 members 
Mstep: Class 23 contains 54855 members 
Entering Unmasked Estep 
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Iteration 106Q: 24 clusters Score -1.101497e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31954 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34895 members 
Mstep: Class 5 contains 48330 members 
Mstep: Class 6 contains 47173 members 
Mstep: Class 7 contains 36313 members 
Mstep: Class 8 contains 47475 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 52602 members 
Mstep: Class 11 contains 49748 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49845 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 40461 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 40838 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 51879 members 
Mstep: Class 23 contains 54842 members 
Entering Unmasked Estep 
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Iteration 107Q: 24 clusters Score -1.101497e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31912 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35034 members 
Mstep: Class 5 contains 48335 members 
Mstep: Class 6 contains 47205 members 
Mstep: Class 7 contains 36228 members 
Mstep: Class 8 contains 47425 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 52673 members 
Mstep: Class 11 contains 49709 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49827 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 40387 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 40900 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51900 members 
Mstep: Class 23 contains 54764 members 
Entering Unmasked Estep 
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Iteration 108Q: 24 clusters Score -1.1015e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31874 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35164 members 
Mstep: Class 5 contains 48348 members 
Mstep: Class 6 contains 47248 members 
Mstep: Class 7 contains 36168 members 
Mstep: Class 8 contains 47342 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 52738 members 
Mstep: Class 11 contains 49650 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49800 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4923 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 40313 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 40976 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51883 members 
Mstep: Class 23 contains 54750 members 
Entering Unmasked Estep 
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Iteration 109Q: 24 clusters Score -1.101502e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31848 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35259 members 
Mstep: Class 5 contains 48373 members 
Mstep: Class 6 contains 47306 members 
Mstep: Class 7 contains 36095 members 
Mstep: Class 8 contains 47227 members 
Mstep: Class 9 contains 3440 members 
Mstep: Class 10 contains 52792 members 
Mstep: Class 11 contains 49597 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49783 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4930 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 40244 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 41047 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51887 members 
Mstep: Class 23 contains 54756 members 
Entering Unmasked Estep 
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Iteration 110Q: 24 clusters Score -1.101503e+08 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31821 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35349 members 
Mstep: Class 5 contains 48403 members 
Mstep: Class 6 contains 47345 members 
Mstep: Class 7 contains 36010 members 
Mstep: Class 8 contains 47131 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 52757 members 
Mstep: Class 11 contains 49547 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49793 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4955 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 40154 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 41130 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 54822 members 
Entering Unmasked Estep 
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Iteration 111Q: 24 clusters Score -1.101501e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31803 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35446 members 
Mstep: Class 5 contains 48452 members 
Mstep: Class 6 contains 47394 members 
Mstep: Class 7 contains 35923 members 
Mstep: Class 8 contains 47058 members 
Mstep: Class 9 contains 3503 members 
Mstep: Class 10 contains 52721 members 
Mstep: Class 11 contains 49533 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49779 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4981 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 40064 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 41172 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 51906 members 
Mstep: Class 23 contains 54851 members 
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Iteration 112Q: 24 clusters Score -1.101501e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31785 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35524 members 
Mstep: Class 5 contains 48465 members 
Mstep: Class 6 contains 47453 members 
Mstep: Class 7 contains 35832 members 
Mstep: Class 8 contains 47036 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 52704 members 
Mstep: Class 11 contains 49509 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49793 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5001 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 39994 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 41201 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 51897 members 
Mstep: Class 23 contains 54856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150040.000000 Penalty: 75914.765625
Iteration 113Q: 24 clusters Score -1.1015e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31767 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35590 members 
Mstep: Class 5 contains 48477 members 
Mstep: Class 6 contains 47501 members 
Mstep: Class 7 contains 35752 members 
Mstep: Class 8 contains 47013 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 52705 members 
Mstep: Class 11 contains 49493 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49807 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 39920 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 41232 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 51916 members 
Mstep: Class 23 contains 54830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150072.000000 Penalty: 75914.765625
Iteration 114Q: 24 clusters Score -1.101501e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31749 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35663 members 
Mstep: Class 5 contains 48510 members 
Mstep: Class 6 contains 47576 members 
Mstep: Class 7 contains 35680 members 
Mstep: Class 8 contains 46957 members 
Mstep: Class 9 contains 3593 members 
Mstep: Class 10 contains 52698 members 
Mstep: Class 11 contains 49510 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49766 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 39868 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 41249 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 51902 members 
Mstep: Class 23 contains 54831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150344.000000 Penalty: 75914.765625
Iteration 115Q: 24 clusters Score -1.101503e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31755 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35719 members 
Mstep: Class 5 contains 48511 members 
Mstep: Class 6 contains 47647 members 
Mstep: Class 7 contains 35619 members 
Mstep: Class 8 contains 46913 members 
Mstep: Class 9 contains 3631 members 
Mstep: Class 10 contains 52728 members 
Mstep: Class 11 contains 49527 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49731 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 39819 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 41257 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 51890 members 
Mstep: Class 23 contains 54796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150480.000000 Penalty: 75914.765625
Iteration 116Q: 24 clusters Score -1.101505e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31746 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35776 members 
Mstep: Class 5 contains 48508 members 
Mstep: Class 6 contains 47713 members 
Mstep: Class 7 contains 35510 members 
Mstep: Class 8 contains 46871 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 52768 members 
Mstep: Class 11 contains 49539 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49723 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39783 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 41300 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 51887 members 
Mstep: Class 23 contains 54734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150568.000000 Penalty: 75914.765625
Iteration 117Q: 24 clusters Score -1.101506e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31728 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35840 members 
Mstep: Class 5 contains 48497 members 
Mstep: Class 6 contains 47759 members 
Mstep: Class 7 contains 35440 members 
Mstep: Class 8 contains 46828 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 10 contains 52779 members 
Mstep: Class 11 contains 49516 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49723 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5048 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39753 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 41367 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 51850 members 
Mstep: Class 23 contains 54746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150616.000000 Penalty: 75914.765625
Iteration 118Q: 24 clusters Score -1.101506e+08 nChanged 1814
Entering ConstructFrom: 
Score: -110150616.000000 Penalty: 75914.765625
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23298.146484 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -23298.15 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 156 members 
Entering Unmasked Estep 
Score: -22156.589844 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -22156.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22290.314453 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -22290.31 nChanged 16
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: -22354.773438 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -22354.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22416.328125 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -22416.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22440.478516 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -22440.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22454.714844 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -22454.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22462.787109 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -22462.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22468.933594 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -22468.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22478.199219 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -22478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22495.021484 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -22495.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22499.375000 Penalty: 2822.418457
	Iteration 10Q: 3 clusters Score -22499.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22505.632812 Penalty: 2822.418457
	Iteration 11Q: 3 clusters Score -22505.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22507.759766 Penalty: 2822.418457
	Iteration 12Q: 3 clusters Score -22507.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22518.759766 Penalty: 2822.418457
	Iteration 13Q: 3 clusters Score -22518.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22526.453125 Penalty: 2822.418457
	Iteration 14Q: 3 clusters Score -22526.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22528.378906 Penalty: 2822.418457
	Iteration 15Q: 3 clusters Score -22528.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22539.277344 Penalty: 2822.418457
	Iteration 16Q: 3 clusters Score -22539.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22539.277344 Penalty: 2822.418457
	Iteration 17F: 3 clusters Score -22539.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Entering Unmasked Estep 
Score: -5725876.000000 Penalty: 2570.415039
	Iteration 0F: 2 clusters Score -5725876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -5704070.000000 Penalty: 5140.830078
	Iteration 0F: 3 clusters Score -5704070 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -5711797.000000 Penalty: 5140.830078
	Iteration 1F: 3 clusters Score -5711797 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -5712207.500000 Penalty: 5140.830078
	Iteration 2Q: 3 clusters Score -5712208 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -5712537.000000 Penalty: 5140.830078
	Iteration 3Q: 3 clusters Score -5712537 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -5712851.000000 Penalty: 5140.830078
	Iteration 4Q: 3 clusters Score -5712851 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -5713211.000000 Penalty: 5140.830078
	Iteration 5Q: 3 clusters Score -5713211 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -5713709.500000 Penalty: 5140.830078
	Iteration 6Q: 3 clusters Score -5713710 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -5714406.000000 Penalty: 5140.830078
	Iteration 7Q: 3 clusters Score -5714406 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -5715514.000000 Penalty: 5140.830078
	Iteration 8F: 3 clusters Score -5715514 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -5717066.500000 Penalty: 5140.830078
	Iteration 9F: 3 clusters Score -5717066 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5718981.500000 Penalty: 5140.830078
	Iteration 10F: 3 clusters Score -5718982 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5720927.000000 Penalty: 5140.830078
	Iteration 11F: 3 clusters Score -5720927 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5722292.000000 Penalty: 5140.830078
	Iteration 12Q: 3 clusters Score -5722292 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5722990.000000 Penalty: 5140.830078
	Iteration 13Q: 3 clusters Score -5722990 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5723305.000000 Penalty: 5140.830078
	Iteration 14Q: 3 clusters Score -5723305 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5723424.000000 Penalty: 5140.830078
	Iteration 15Q: 3 clusters Score -5723424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5723492.500000 Penalty: 5140.830078
	Iteration 16Q: 3 clusters Score -5723492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5723542.500000 Penalty: 5140.830078
	Iteration 17Q: 3 clusters Score -5723542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5723564.000000 Penalty: 5140.830078
	Iteration 18Q: 3 clusters Score -5723564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5723588.500000 Penalty: 5140.830078
	Iteration 19Q: 3 clusters Score -5723588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5723598.500000 Penalty: 5140.830078
	Iteration 20F: 3 clusters Score -5723598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5723609.500000 Penalty: 5140.830078
	Iteration 21Q: 3 clusters Score -5723610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5723626.000000 Penalty: 5140.830078
	Iteration 22Q: 3 clusters Score -5723626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5723631.000000 Penalty: 5140.830078
	Iteration 23Q: 3 clusters Score -5723631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5723631.000000 Penalty: 5140.830078
	Iteration 24Q: 3 clusters Score -5723631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5723639.000000 Penalty: 5140.830078
	Iteration 25Q: 3 clusters Score -5723639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5723640.500000 Penalty: 5140.830078
	Iteration 26Q: 3 clusters Score -5723640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5723645.000000 Penalty: 5140.830078
	Iteration 27Q: 3 clusters Score -5723645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5723649.000000 Penalty: 5140.830078
	Iteration 28Q: 3 clusters Score -5723649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5723651.500000 Penalty: 5140.830078
	Iteration 29Q: 3 clusters Score -5723652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5723651.500000 Penalty: 5140.830078
	Iteration 30Q: 3 clusters Score -5723652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5723660.500000 Penalty: 5140.830078
	Iteration 31Q: 3 clusters Score -5723660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5723664.500000 Penalty: 5140.830078
	Iteration 32Q: 3 clusters Score -5723664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5723663.500000 Penalty: 5140.830078
	Iteration 33Q: 3 clusters Score -5723664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5723663.500000 Penalty: 5140.830078
	Iteration 34F: 3 clusters Score -5723664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -52064.167969 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -52064.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50726.042969 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -50726.04 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51032.398438 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -51032.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51211.390625 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -51211.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51404.839844 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -51404.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51537.328125 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -51537.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51673.289062 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -51673.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51808.714844 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -51808.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51867.660156 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -51867.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51887.132812 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -51887.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51912.492188 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -51912.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51913.332031 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -51913.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51913.332031 Penalty: 3064.260254
	Iteration 11F: 3 clusters Score -51913.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Entering Unmasked Estep 
Score: -6689121.000000 Penalty: 2601.325684
	Iteration 0F: 2 clusters Score -6689121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -6664702.500000 Penalty: 5202.651367
	Iteration 0F: 3 clusters Score -6664702 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -6673740.500000 Penalty: 5202.651367
	Iteration 1F: 3 clusters Score -6673740 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -6674280.000000 Penalty: 5202.651367
	Iteration 2Q: 3 clusters Score -6674280 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -6674918.500000 Penalty: 5202.651367
	Iteration 3Q: 3 clusters Score -6674918 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -6675723.500000 Penalty: 5202.651367
	Iteration 4Q: 3 clusters Score -6675724 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -6676984.000000 Penalty: 5202.651367
	Iteration 5F: 3 clusters Score -6676984 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -6678758.000000 Penalty: 5202.651367
	Iteration 6F: 3 clusters Score -6678758 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -6681122.000000 Penalty: 5202.651367
	Iteration 7F: 3 clusters Score -6681122 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -6683484.500000 Penalty: 5202.651367
	Iteration 8F: 3 clusters Score -6683484 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -6685433.500000 Penalty: 5202.651367
	Iteration 9F: 3 clusters Score -6685434 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -6686498.500000 Penalty: 5202.651367
	Iteration 10Q: 3 clusters Score -6686498 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -6686960.000000 Penalty: 5202.651367
	Iteration 11Q: 3 clusters Score -6686960 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -6687151.500000 Penalty: 5202.651367
	Iteration 12Q: 3 clusters Score -6687152 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -6687282.000000 Penalty: 5202.651367
	Iteration 13Q: 3 clusters Score -6687282 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -6687360.500000 Penalty: 5202.651367
	Iteration 14Q: 3 clusters Score -6687360 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -6687416.500000 Penalty: 5202.651367
	Iteration 15Q: 3 clusters Score -6687416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -6687448.500000 Penalty: 5202.651367
	Iteration 16Q: 3 clusters Score -6687448 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -6687475.500000 Penalty: 5202.651367
	Iteration 17Q: 3 clusters Score -6687476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -6687468.000000 Penalty: 5202.651367
	Iteration 18Q: 3 clusters Score -6687468 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -6687501.000000 Penalty: 5202.651367
	Iteration 19Q: 3 clusters Score -6687501 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -6687526.500000 Penalty: 5202.651367
	Iteration 20F: 3 clusters Score -6687526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -6687523.500000 Penalty: 5202.651367
	Iteration 21Q: 3 clusters Score -6687524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -6687524.000000 Penalty: 5202.651367
	Iteration 22Q: 3 clusters Score -6687524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -6687537.000000 Penalty: 5202.651367
	Iteration 23Q: 3 clusters Score -6687537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -6687555.500000 Penalty: 5202.651367
	Iteration 24Q: 3 clusters Score -6687556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -6687557.000000 Penalty: 5202.651367
	Iteration 25Q: 3 clusters Score -6687557 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -6687551.500000 Penalty: 5202.651367
	Iteration 26Q: 3 clusters Score -6687552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -6687568.500000 Penalty: 5202.651367
	Iteration 27Q: 3 clusters Score -6687568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -6687578.500000 Penalty: 5202.651367
	Iteration 28Q: 3 clusters Score -6687578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -6687586.500000 Penalty: 5202.651367
	Iteration 29Q: 3 clusters Score -6687586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -6687572.000000 Penalty: 5202.651367
	Iteration 30Q: 3 clusters Score -6687572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -6687560.000000 Penalty: 5202.651367
	Iteration 31Q: 3 clusters Score -6687560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -6687570.000000 Penalty: 5202.651367
	Iteration 32Q: 3 clusters Score -6687570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -6687562.500000 Penalty: 5202.651367
	Iteration 33Q: 3 clusters Score -6687562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -6687577.000000 Penalty: 5202.651367
	Iteration 34Q: 3 clusters Score -6687577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -6687581.000000 Penalty: 5202.651367
	Iteration 35Q: 3 clusters Score -6687581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -6687582.000000 Penalty: 5202.651367
	Iteration 36Q: 3 clusters Score -6687582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -6687583.000000 Penalty: 5202.651367
	Iteration 37Q: 3 clusters Score -6687583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -6687589.500000 Penalty: 5202.651367
	Iteration 38Q: 3 clusters Score -6687590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -6687590.000000 Penalty: 5202.651367
	Iteration 39Q: 3 clusters Score -6687590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -6687582.500000 Penalty: 5202.651367
	Iteration 40F: 3 clusters Score -6687582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -6687581.000000 Penalty: 5202.651367
	Iteration 41Q: 3 clusters Score -6687581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -6687577.000000 Penalty: 5202.651367
	Iteration 42Q: 3 clusters Score -6687577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -6687577.000000 Penalty: 5202.651367
	Iteration 43F: 3 clusters Score -6687577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Entering Unmasked Estep 
Score: -8932434.000000 Penalty: 2675.679443
	Iteration 0F: 2 clusters Score -8932434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -8900075.000000 Penalty: 5351.358887
	Iteration 0F: 3 clusters Score -8900075 nChanged 22495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -8912530.000000 Penalty: 5351.358887
	Iteration 1F: 3 clusters Score -8912530 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -8913268.000000 Penalty: 5351.358887
	Iteration 2Q: 3 clusters Score -8913268 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -8914212.000000 Penalty: 5351.358887
	Iteration 3Q: 3 clusters Score -8914212 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -8915541.000000 Penalty: 5351.358887
	Iteration 4F: 3 clusters Score -8915541 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -8917641.000000 Penalty: 5351.358887
	Iteration 5F: 3 clusters Score -8917641 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -8920542.000000 Penalty: 5351.358887
	Iteration 6F: 3 clusters Score -8920542 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -8923909.000000 Penalty: 5351.358887
	Iteration 7F: 3 clusters Score -8923909 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -8926722.000000 Penalty: 5351.358887
	Iteration 8F: 3 clusters Score -8926722 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -8928419.000000 Penalty: 5351.358887
	Iteration 9Q: 3 clusters Score -8928419 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -8929287.000000 Penalty: 5351.358887
	Iteration 10Q: 3 clusters Score -8929287 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -8929749.000000 Penalty: 5351.358887
	Iteration 11Q: 3 clusters Score -8929749 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -8930029.000000 Penalty: 5351.358887
	Iteration 12Q: 3 clusters Score -8930029 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -8930307.000000 Penalty: 5351.358887
	Iteration 13Q: 3 clusters Score -8930307 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -8930478.000000 Penalty: 5351.358887
	Iteration 14Q: 3 clusters Score -8930478 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -8930623.000000 Penalty: 5351.358887
	Iteration 15Q: 3 clusters Score -8930623 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -8930727.000000 Penalty: 5351.358887
	Iteration 16Q: 3 clusters Score -8930727 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8930821.000000 Penalty: 5351.358887
	Iteration 17Q: 3 clusters Score -8930821 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -8930843.000000 Penalty: 5351.358887
	Iteration 18Q: 3 clusters Score -8930843 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -8930888.000000 Penalty: 5351.358887
	Iteration 19Q: 3 clusters Score -8930888 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -8930937.000000 Penalty: 5351.358887
	Iteration 20F: 3 clusters Score -8930937 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -8930989.000000 Penalty: 5351.358887
	Iteration 21Q: 3 clusters Score -8930989 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -8930996.000000 Penalty: 5351.358887
	Iteration 22Q: 3 clusters Score -8930996 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -8931031.000000 Penalty: 5351.358887
	Iteration 23Q: 3 clusters Score -8931031 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -8931057.000000 Penalty: 5351.358887
	Iteration 24Q: 3 clusters Score -8931057 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -8931051.000000 Penalty: 5351.358887
	Iteration 25Q: 3 clusters Score -8931051 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -8931061.000000 Penalty: 5351.358887
	Iteration 26Q: 3 clusters Score -8931061 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -8931091.000000 Penalty: 5351.358887
	Iteration 27Q: 3 clusters Score -8931091 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -8931093.000000 Penalty: 5351.358887
	Iteration 28Q: 3 clusters Score -8931093 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -8931108.000000 Penalty: 5351.358887
	Iteration 29Q: 3 clusters Score -8931108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -8931089.000000 Penalty: 5351.358887
	Iteration 30Q: 3 clusters Score -8931089 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -8931109.000000 Penalty: 5351.358887
	Iteration 31Q: 3 clusters Score -8931109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -8931131.000000 Penalty: 5351.358887
	Iteration 32Q: 3 clusters Score -8931131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -8931137.000000 Penalty: 5351.358887
	Iteration 33Q: 3 clusters Score -8931137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -8931163.000000 Penalty: 5351.358887
	Iteration 34Q: 3 clusters Score -8931163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8931166.000000 Penalty: 5351.358887
	Iteration 35Q: 3 clusters Score -8931166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -8931183.000000 Penalty: 5351.358887
	Iteration 36Q: 3 clusters Score -8931183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -8931181.000000 Penalty: 5351.358887
	Iteration 37Q: 3 clusters Score -8931181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -8931187.000000 Penalty: 5351.358887
	Iteration 38Q: 3 clusters Score -8931187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -8931163.000000 Penalty: 5351.358887
	Iteration 39Q: 3 clusters Score -8931163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -8931162.000000 Penalty: 5351.358887
	Iteration 40F: 3 clusters Score -8931162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8931174.000000 Penalty: 5351.358887
	Iteration 41Q: 3 clusters Score -8931174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -8931164.000000 Penalty: 5351.358887
	Iteration 42Q: 3 clusters Score -8931164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -8931162.000000 Penalty: 5351.358887
	Iteration 43Q: 3 clusters Score -8931162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8931156.000000 Penalty: 5351.358887
	Iteration 44Q: 3 clusters Score -8931156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -8931144.000000 Penalty: 5351.358887
	Iteration 45Q: 3 clusters Score -8931144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -8931156.000000 Penalty: 5351.358887
	Iteration 46Q: 3 clusters Score -8931156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -8931149.000000 Penalty: 5351.358887
	Iteration 47Q: 3 clusters Score -8931149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -8931153.000000 Penalty: 5351.358887
	Iteration 48Q: 3 clusters Score -8931153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8931146.000000 Penalty: 5351.358887
	Iteration 49Q: 3 clusters Score -8931146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -8931138.000000 Penalty: 5351.358887
	Iteration 50Q: 3 clusters Score -8931138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8931140.000000 Penalty: 5351.358887
	Iteration 51Q: 3 clusters Score -8931140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -8931124.000000 Penalty: 5351.358887
	Iteration 52Q: 3 clusters Score -8931124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -8931135.000000 Penalty: 5351.358887
	Iteration 53Q: 3 clusters Score -8931135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -8931130.000000 Penalty: 5351.358887
	Iteration 54Q: 3 clusters Score -8931130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -8931128.000000 Penalty: 5351.358887
	Iteration 55Q: 3 clusters Score -8931128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -8931135.000000 Penalty: 5351.358887
	Iteration 56Q: 3 clusters Score -8931135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8931147.000000 Penalty: 5351.358887
	Iteration 57Q: 3 clusters Score -8931147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -8931145.000000 Penalty: 5351.358887
	Iteration 58Q: 3 clusters Score -8931145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -8931143.000000 Penalty: 5351.358887
	Iteration 59Q: 3 clusters Score -8931143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8931140.000000 Penalty: 5351.358887
	Iteration 60F: 3 clusters Score -8931140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -8931141.000000 Penalty: 5351.358887
	Iteration 61Q: 3 clusters Score -8931141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -8931137.000000 Penalty: 5351.358887
	Iteration 62Q: 3 clusters Score -8931137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8931134.000000 Penalty: 5351.358887
	Iteration 63Q: 3 clusters Score -8931134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8931137.000000 Penalty: 5351.358887
	Iteration 64Q: 3 clusters Score -8931137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -8931135.000000 Penalty: 5351.358887
	Iteration 65Q: 3 clusters Score -8931135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -8931139.000000 Penalty: 5351.358887
	Iteration 66Q: 3 clusters Score -8931139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -8931134.000000 Penalty: 5351.358887
	Iteration 67Q: 3 clusters Score -8931134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -8931141.000000 Penalty: 5351.358887
	Iteration 68Q: 3 clusters Score -8931141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -8931139.000000 Penalty: 5351.358887
	Iteration 69Q: 3 clusters Score -8931139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -8931136.000000 Penalty: 5351.358887
	Iteration 70Q: 3 clusters Score -8931136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8931140.000000 Penalty: 5351.358887
	Iteration 71Q: 3 clusters Score -8931140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -8931138.000000 Penalty: 5351.358887
	Iteration 72Q: 3 clusters Score -8931138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8931140.000000 Penalty: 5351.358887
	Iteration 73Q: 3 clusters Score -8931140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8931133.000000 Penalty: 5351.358887
	Iteration 74Q: 3 clusters Score -8931133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -8931134.000000 Penalty: 5351.358887
	Iteration 75Q: 3 clusters Score -8931134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -8931134.000000 Penalty: 5351.358887
	Iteration 76F: 3 clusters Score -8931134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Entering Unmasked Estep 
Score: -8910510.000000 Penalty: 2672.223633
	Iteration 0F: 2 clusters Score -8910510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -8880328.000000 Penalty: 5344.447266
	Iteration 0F: 3 clusters Score -8880328 nChanged 22022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -8892426.000000 Penalty: 5344.447266
	Iteration 1F: 3 clusters Score -8892426 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -8892853.000000 Penalty: 5344.447266
	Iteration 2Q: 3 clusters Score -8892853 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -8893266.000000 Penalty: 5344.447266
	Iteration 3Q: 3 clusters Score -8893266 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -8893857.000000 Penalty: 5344.447266
	Iteration 4Q: 3 clusters Score -8893857 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -8894558.000000 Penalty: 5344.447266
	Iteration 5Q: 3 clusters Score -8894558 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -8895400.000000 Penalty: 5344.447266
	Iteration 6Q: 3 clusters Score -8895400 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -8896556.000000 Penalty: 5344.447266
	Iteration 7Q: 3 clusters Score -8896556 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -8898119.000000 Penalty: 5344.447266
	Iteration 8F: 3 clusters Score -8898119 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -8900345.000000 Penalty: 5344.447266
	Iteration 9F: 3 clusters Score -8900345 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -8902933.000000 Penalty: 5344.447266
	Iteration 10F: 3 clusters Score -8902933 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -8905333.000000 Penalty: 5344.447266
	Iteration 11F: 3 clusters Score -8905333 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -8906982.000000 Penalty: 5344.447266
	Iteration 12Q: 3 clusters Score -8906982 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -8907876.000000 Penalty: 5344.447266
	Iteration 13Q: 3 clusters Score -8907876 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -8908358.000000 Penalty: 5344.447266
	Iteration 14Q: 3 clusters Score -8908358 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8908635.000000 Penalty: 5344.447266
	Iteration 15Q: 3 clusters Score -8908635 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8908776.000000 Penalty: 5344.447266
	Iteration 16Q: 3 clusters Score -8908776 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -8908880.000000 Penalty: 5344.447266
	Iteration 17Q: 3 clusters Score -8908880 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -8908956.000000 Penalty: 5344.447266
	Iteration 18Q: 3 clusters Score -8908956 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -8909012.000000 Penalty: 5344.447266
	Iteration 19Q: 3 clusters Score -8909012 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -8908994.000000 Penalty: 5344.447266
	Iteration 20F: 3 clusters Score -8908994 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -8908993.000000 Penalty: 5344.447266
	Iteration 21Q: 3 clusters Score -8908993 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -8908977.000000 Penalty: 5344.447266
	Iteration 22Q: 3 clusters Score -8908977 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -8909017.000000 Penalty: 5344.447266
	Iteration 23Q: 3 clusters Score -8909017 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -8909007.000000 Penalty: 5344.447266
	Iteration 24Q: 3 clusters Score -8909007 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -8909013.000000 Penalty: 5344.447266
	Iteration 25Q: 3 clusters Score -8909013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8909010.000000 Penalty: 5344.447266
	Iteration 26Q: 3 clusters Score -8909010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -8909019.000000 Penalty: 5344.447266
	Iteration 27Q: 3 clusters Score -8909019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -8909037.000000 Penalty: 5344.447266
	Iteration 28Q: 3 clusters Score -8909037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -8909032.000000 Penalty: 5344.447266
	Iteration 29Q: 3 clusters Score -8909032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -8909022.000000 Penalty: 5344.447266
	Iteration 30Q: 3 clusters Score -8909022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -8908999.000000 Penalty: 5344.447266
	Iteration 31Q: 3 clusters Score -8908999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -8908993.000000 Penalty: 5344.447266
	Iteration 32Q: 3 clusters Score -8908993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -8908990.000000 Penalty: 5344.447266
	Iteration 33Q: 3 clusters Score -8908990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -8908991.000000 Penalty: 5344.447266
	Iteration 34Q: 3 clusters Score -8908991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -8908986.000000 Penalty: 5344.447266
	Iteration 35Q: 3 clusters Score -8908986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -8908967.000000 Penalty: 5344.447266
	Iteration 36Q: 3 clusters Score -8908967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -8908975.000000 Penalty: 5344.447266
	Iteration 37Q: 3 clusters Score -8908975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8908970.000000 Penalty: 5344.447266
	Iteration 38Q: 3 clusters Score -8908970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -8908972.000000 Penalty: 5344.447266
	Iteration 39Q: 3 clusters Score -8908972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -8908974.000000 Penalty: 5344.447266
	Iteration 40F: 3 clusters Score -8908974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -8908960.000000 Penalty: 5344.447266
	Iteration 41Q: 3 clusters Score -8908960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -8908963.000000 Penalty: 5344.447266
	Iteration 42Q: 3 clusters Score -8908963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -8908965.000000 Penalty: 5344.447266
	Iteration 43Q: 3 clusters Score -8908965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -8908964.000000 Penalty: 5344.447266
	Iteration 44Q: 3 clusters Score -8908964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -8908964.000000 Penalty: 5344.447266
	Iteration 45Q: 3 clusters Score -8908964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -8908965.000000 Penalty: 5344.447266
	Iteration 46Q: 3 clusters Score -8908965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -8908968.000000 Penalty: 5344.447266
	Iteration 47Q: 3 clusters Score -8908968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -8908967.000000 Penalty: 5344.447266
	Iteration 48Q: 3 clusters Score -8908967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -8908967.000000 Penalty: 5344.447266
	Iteration 49Q: 3 clusters Score -8908967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -8908966.000000 Penalty: 5344.447266
	Iteration 50Q: 3 clusters Score -8908966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -8908962.000000 Penalty: 5344.447266
	Iteration 51Q: 3 clusters Score -8908962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -8908969.000000 Penalty: 5344.447266
	Iteration 52Q: 3 clusters Score -8908969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -8908960.000000 Penalty: 5344.447266
	Iteration 53Q: 3 clusters Score -8908960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -8908960.000000 Penalty: 5344.447266
	Iteration 54Q: 3 clusters Score -8908960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -8908970.000000 Penalty: 5344.447266
	Iteration 55Q: 3 clusters Score -8908970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -8908965.000000 Penalty: 5344.447266
	Iteration 56Q: 3 clusters Score -8908965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -8908958.000000 Penalty: 5344.447266
	Iteration 57Q: 3 clusters Score -8908958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -8908957.000000 Penalty: 5344.447266
	Iteration 58Q: 3 clusters Score -8908957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -8908955.000000 Penalty: 5344.447266
	Iteration 59Q: 3 clusters Score -8908955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -8908953.000000 Penalty: 5344.447266
	Iteration 60F: 3 clusters Score -8908953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -8908953.000000 Penalty: 5344.447266
	Iteration 61Q: 3 clusters Score -8908953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -8908960.000000 Penalty: 5344.447266
	Iteration 62Q: 3 clusters Score -8908960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -8908957.000000 Penalty: 5344.447266
	Iteration 63Q: 3 clusters Score -8908957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -8908956.000000 Penalty: 5344.447266
	Iteration 64Q: 3 clusters Score -8908956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -8908959.000000 Penalty: 5344.447266
	Iteration 65Q: 3 clusters Score -8908959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -8908950.000000 Penalty: 5344.447266
	Iteration 66Q: 3 clusters Score -8908950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -8908950.000000 Penalty: 5344.447266
	Iteration 67Q: 3 clusters Score -8908950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -8908951.000000 Penalty: 5344.447266
	Iteration 68Q: 3 clusters Score -8908951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -8908952.000000 Penalty: 5344.447266
	Iteration 69Q: 3 clusters Score -8908952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -8908949.000000 Penalty: 5344.447266
	Iteration 70Q: 3 clusters Score -8908949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -8908949.000000 Penalty: 5344.447266
	Iteration 71F: 3 clusters Score -8908949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Entering Unmasked Estep 
Score: -6550678.500000 Penalty: 2597.422607
	Iteration 0F: 2 clusters Score -6550678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -6526654.000000 Penalty: 5194.845215
	Iteration 0F: 3 clusters Score -6526654 nChanged 16121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -6535226.000000 Penalty: 5194.845215
	Iteration 1F: 3 clusters Score -6535226 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -6535642.500000 Penalty: 5194.845215
	Iteration 2Q: 3 clusters Score -6535642 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6536020.000000 Penalty: 5194.845215
	Iteration 3Q: 3 clusters Score -6536020 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -6536413.000000 Penalty: 5194.845215
	Iteration 4Q: 3 clusters Score -6536413 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -6536720.500000 Penalty: 5194.845215
	Iteration 5Q: 3 clusters Score -6536720 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -6537146.000000 Penalty: 5194.845215
	Iteration 6Q: 3 clusters Score -6537146 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -6537759.000000 Penalty: 5194.845215
	Iteration 7Q: 3 clusters Score -6537759 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -6538468.500000 Penalty: 5194.845215
	Iteration 8Q: 3 clusters Score -6538468 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -6539414.000000 Penalty: 5194.845215
	Iteration 9Q: 3 clusters Score -6539414 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -6540742.000000 Penalty: 5194.845215
	Iteration 10F: 3 clusters Score -6540742 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -6542274.000000 Penalty: 5194.845215
	Iteration 11F: 3 clusters Score -6542274 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -6543705.000000 Penalty: 5194.845215
	Iteration 12F: 3 clusters Score -6543705 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -6544903.000000 Penalty: 5194.845215
	Iteration 13Q: 3 clusters Score -6544903 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -6545636.500000 Penalty: 5194.845215
	Iteration 14Q: 3 clusters Score -6545636 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -6546078.000000 Penalty: 5194.845215
	Iteration 15Q: 3 clusters Score -6546078 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -6546452.000000 Penalty: 5194.845215
	Iteration 16Q: 3 clusters Score -6546452 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -6546754.500000 Penalty: 5194.845215
	Iteration 17Q: 3 clusters Score -6546754 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -6547006.000000 Penalty: 5194.845215
	Iteration 18Q: 3 clusters Score -6547006 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -6547166.500000 Penalty: 5194.845215
	Iteration 19Q: 3 clusters Score -6547166 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -6547293.500000 Penalty: 5194.845215
	Iteration 20F: 3 clusters Score -6547294 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -6547412.000000 Penalty: 5194.845215
	Iteration 21Q: 3 clusters Score -6547412 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -6547460.500000 Penalty: 5194.845215
	Iteration 22Q: 3 clusters Score -6547460 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -6547538.000000 Penalty: 5194.845215
	Iteration 23Q: 3 clusters Score -6547538 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -6547625.500000 Penalty: 5194.845215
	Iteration 24Q: 3 clusters Score -6547626 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -6547710.500000 Penalty: 5194.845215
	Iteration 25Q: 3 clusters Score -6547710 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -6547788.000000 Penalty: 5194.845215
	Iteration 26Q: 3 clusters Score -6547788 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -6547837.000000 Penalty: 5194.845215
	Iteration 27Q: 3 clusters Score -6547837 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -6547898.500000 Penalty: 5194.845215
	Iteration 28Q: 3 clusters Score -6547898 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -6547948.000000 Penalty: 5194.845215
	Iteration 29Q: 3 clusters Score -6547948 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -6547966.500000 Penalty: 5194.845215
	Iteration 30Q: 3 clusters Score -6547966 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -6548011.000000 Penalty: 5194.845215
	Iteration 31Q: 3 clusters Score -6548011 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -6548069.500000 Penalty: 5194.845215
	Iteration 32Q: 3 clusters Score -6548070 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -6548116.500000 Penalty: 5194.845215
	Iteration 33Q: 3 clusters Score -6548116 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -6548146.000000 Penalty: 5194.845215
	Iteration 34Q: 3 clusters Score -6548146 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -6548176.500000 Penalty: 5194.845215
	Iteration 35Q: 3 clusters Score -6548176 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -6548202.500000 Penalty: 5194.845215
	Iteration 36Q: 3 clusters Score -6548202 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -6548216.500000 Penalty: 5194.845215
	Iteration 37Q: 3 clusters Score -6548216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -6548224.000000 Penalty: 5194.845215
	Iteration 38Q: 3 clusters Score -6548224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -6548242.500000 Penalty: 5194.845215
	Iteration 39Q: 3 clusters Score -6548242 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -6548278.500000 Penalty: 5194.845215
	Iteration 40F: 3 clusters Score -6548278 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -6548303.500000 Penalty: 5194.845215
	Iteration 41Q: 3 clusters Score -6548304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -6548330.500000 Penalty: 5194.845215
	Iteration 42Q: 3 clusters Score -6548330 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -6548371.500000 Penalty: 5194.845215
	Iteration 43Q: 3 clusters Score -6548372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -6548386.500000 Penalty: 5194.845215
	Iteration 44Q: 3 clusters Score -6548386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -6548386.500000 Penalty: 5194.845215
	Iteration 45Q: 3 clusters Score -6548386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -6548401.500000 Penalty: 5194.845215
	Iteration 46Q: 3 clusters Score -6548402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -6548419.500000 Penalty: 5194.845215
	Iteration 47Q: 3 clusters Score -6548420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -6548439.000000 Penalty: 5194.845215
	Iteration 48Q: 3 clusters Score -6548439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -6548457.000000 Penalty: 5194.845215
	Iteration 49Q: 3 clusters Score -6548457 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -6548458.500000 Penalty: 5194.845215
	Iteration 50Q: 3 clusters Score -6548458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -6548464.000000 Penalty: 5194.845215
	Iteration 51Q: 3 clusters Score -6548464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -6548490.500000 Penalty: 5194.845215
	Iteration 52Q: 3 clusters Score -6548490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -6548512.000000 Penalty: 5194.845215
	Iteration 53Q: 3 clusters Score -6548512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -6548528.000000 Penalty: 5194.845215
	Iteration 54Q: 3 clusters Score -6548528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -6548531.000000 Penalty: 5194.845215
	Iteration 55Q: 3 clusters Score -6548531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -6548545.500000 Penalty: 5194.845215
	Iteration 56Q: 3 clusters Score -6548546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -6548560.000000 Penalty: 5194.845215
	Iteration 57Q: 3 clusters Score -6548560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -6548586.000000 Penalty: 5194.845215
	Iteration 58Q: 3 clusters Score -6548586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -6548591.000000 Penalty: 5194.845215
	Iteration 59Q: 3 clusters Score -6548591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -6548604.500000 Penalty: 5194.845215
	Iteration 60F: 3 clusters Score -6548604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -6548607.500000 Penalty: 5194.845215
	Iteration 61Q: 3 clusters Score -6548608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -6548611.000000 Penalty: 5194.845215
	Iteration 62Q: 3 clusters Score -6548611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -6548631.000000 Penalty: 5194.845215
	Iteration 63Q: 3 clusters Score -6548631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -6548645.500000 Penalty: 5194.845215
	Iteration 64Q: 3 clusters Score -6548646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -6548644.000000 Penalty: 5194.845215
	Iteration 65Q: 3 clusters Score -6548644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -6548652.500000 Penalty: 5194.845215
	Iteration 66Q: 3 clusters Score -6548652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -6548651.500000 Penalty: 5194.845215
	Iteration 67Q: 3 clusters Score -6548652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -6548655.000000 Penalty: 5194.845215
	Iteration 68Q: 3 clusters Score -6548655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -6548653.500000 Penalty: 5194.845215
	Iteration 69Q: 3 clusters Score -6548654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -6548657.000000 Penalty: 5194.845215
	Iteration 70Q: 3 clusters Score -6548657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -6548653.000000 Penalty: 5194.845215
	Iteration 71Q: 3 clusters Score -6548653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -6548663.500000 Penalty: 5194.845215
	Iteration 72Q: 3 clusters Score -6548664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -6548658.500000 Penalty: 5194.845215
	Iteration 73Q: 3 clusters Score -6548658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -6548665.000000 Penalty: 5194.845215
	Iteration 74Q: 3 clusters Score -6548665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -6548668.000000 Penalty: 5194.845215
	Iteration 75Q: 3 clusters Score -6548668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -6548674.000000 Penalty: 5194.845215
	Iteration 76Q: 3 clusters Score -6548674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -6548668.500000 Penalty: 5194.845215
	Iteration 77Q: 3 clusters Score -6548668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -6548671.000000 Penalty: 5194.845215
	Iteration 78Q: 3 clusters Score -6548671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -6548668.500000 Penalty: 5194.845215
	Iteration 79Q: 3 clusters Score -6548668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -6548669.000000 Penalty: 5194.845215
	Iteration 80F: 3 clusters Score -6548669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -6548679.500000 Penalty: 5194.845215
	Iteration 81Q: 3 clusters Score -6548680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -6548679.000000 Penalty: 5194.845215
	Iteration 82Q: 3 clusters Score -6548679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -6548680.500000 Penalty: 5194.845215
	Iteration 83Q: 3 clusters Score -6548680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -6548680.500000 Penalty: 5194.845215
	Iteration 84Q: 3 clusters Score -6548680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6548690.500000 Penalty: 5194.845215
	Iteration 85Q: 3 clusters Score -6548690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -6548693.500000 Penalty: 5194.845215
	Iteration 86Q: 3 clusters Score -6548694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -6548697.500000 Penalty: 5194.845215
	Iteration 87Q: 3 clusters Score -6548698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -6548694.000000 Penalty: 5194.845215
	Iteration 88Q: 3 clusters Score -6548694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -6548698.500000 Penalty: 5194.845215
	Iteration 89Q: 3 clusters Score -6548698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -6548693.000000 Penalty: 5194.845215
	Iteration 90Q: 3 clusters Score -6548693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -6548696.500000 Penalty: 5194.845215
	Iteration 91Q: 3 clusters Score -6548696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -6548701.500000 Penalty: 5194.845215
	Iteration 92Q: 3 clusters Score -6548702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -6548702.500000 Penalty: 5194.845215
	Iteration 93Q: 3 clusters Score -6548702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -6548697.500000 Penalty: 5194.845215
	Iteration 94Q: 3 clusters Score -6548698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -6548705.000000 Penalty: 5194.845215
	Iteration 95Q: 3 clusters Score -6548705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -6548707.000000 Penalty: 5194.845215
	Iteration 96Q: 3 clusters Score -6548707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -6548696.500000 Penalty: 5194.845215
	Iteration 97Q: 3 clusters Score -6548696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -6548702.500000 Penalty: 5194.845215
	Iteration 98Q: 3 clusters Score -6548702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -6548705.500000 Penalty: 5194.845215
	Iteration 99Q: 3 clusters Score -6548706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -6548700.000000 Penalty: 5194.845215
	Iteration 100F: 3 clusters Score -6548700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -6548697.000000 Penalty: 5194.845215
	Iteration 101Q: 3 clusters Score -6548697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -6548695.000000 Penalty: 5194.845215
	Iteration 102Q: 3 clusters Score -6548695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -6548699.500000 Penalty: 5194.845215
	Iteration 103Q: 3 clusters Score -6548700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -6548694.500000 Penalty: 5194.845215
	Iteration 104Q: 3 clusters Score -6548694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -6548694.500000 Penalty: 5194.845215
	Iteration 105F: 3 clusters Score -6548694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Entering Unmasked Estep 
Score: -8710224.000000 Penalty: 2666.753906
	Iteration 0F: 2 clusters Score -8710224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -8679707.000000 Penalty: 5333.507812
	Iteration 0F: 3 clusters Score -8679707 nChanged 21397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -8691408.000000 Penalty: 5333.507812
	Iteration 1F: 3 clusters Score -8691408 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -8692015.000000 Penalty: 5333.507812
	Iteration 2Q: 3 clusters Score -8692015 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -8692585.000000 Penalty: 5333.507812
	Iteration 3Q: 3 clusters Score -8692585 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -8693390.000000 Penalty: 5333.507812
	Iteration 4Q: 3 clusters Score -8693390 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -8694390.000000 Penalty: 5333.507812
	Iteration 5Q: 3 clusters Score -8694390 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -8695538.000000 Penalty: 5333.507812
	Iteration 6Q: 3 clusters Score -8695538 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -8697077.000000 Penalty: 5333.507812
	Iteration 7Q: 3 clusters Score -8697077 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -8698767.000000 Penalty: 5333.507812
	Iteration 8F: 3 clusters Score -8698767 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -8700722.000000 Penalty: 5333.507812
	Iteration 9F: 3 clusters Score -8700722 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -8702784.000000 Penalty: 5333.507812
	Iteration 10F: 3 clusters Score -8702784 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -8704352.000000 Penalty: 5333.507812
	Iteration 11F: 3 clusters Score -8704352 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -8705377.000000 Penalty: 5333.507812
	Iteration 12Q: 3 clusters Score -8705377 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -8705954.000000 Penalty: 5333.507812
	Iteration 13Q: 3 clusters Score -8705954 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -8706365.000000 Penalty: 5333.507812
	Iteration 14Q: 3 clusters Score -8706365 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -8706704.000000 Penalty: 5333.507812
	Iteration 15Q: 3 clusters Score -8706704 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -8707000.000000 Penalty: 5333.507812
	Iteration 16Q: 3 clusters Score -8707000 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -8707278.000000 Penalty: 5333.507812
	Iteration 17Q: 3 clusters Score -8707278 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -8707557.000000 Penalty: 5333.507812
	Iteration 18Q: 3 clusters Score -8707557 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -8707789.000000 Penalty: 5333.507812
	Iteration 19Q: 3 clusters Score -8707789 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -8707944.000000 Penalty: 5333.507812
	Iteration 20F: 3 clusters Score -8707944 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -8708010.000000 Penalty: 5333.507812
	Iteration 21Q: 3 clusters Score -8708010 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -8708049.000000 Penalty: 5333.507812
	Iteration 22Q: 3 clusters Score -8708049 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -8708093.000000 Penalty: 5333.507812
	Iteration 23Q: 3 clusters Score -8708093 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -8708144.000000 Penalty: 5333.507812
	Iteration 24Q: 3 clusters Score -8708144 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -8708172.000000 Penalty: 5333.507812
	Iteration 25Q: 3 clusters Score -8708172 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -8708167.000000 Penalty: 5333.507812
	Iteration 26Q: 3 clusters Score -8708167 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -8708192.000000 Penalty: 5333.507812
	Iteration 27Q: 3 clusters Score -8708192 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -8708197.000000 Penalty: 5333.507812
	Iteration 28Q: 3 clusters Score -8708197 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -8708207.000000 Penalty: 5333.507812
	Iteration 29Q: 3 clusters Score -8708207 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -8708192.000000 Penalty: 5333.507812
	Iteration 30Q: 3 clusters Score -8708192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -8708194.000000 Penalty: 5333.507812
	Iteration 31Q: 3 clusters Score -8708194 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -8708189.000000 Penalty: 5333.507812
	Iteration 32Q: 3 clusters Score -8708189 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -8708185.000000 Penalty: 5333.507812
	Iteration 33Q: 3 clusters Score -8708185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -8708191.000000 Penalty: 5333.507812
	Iteration 34Q: 3 clusters Score -8708191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -8708193.000000 Penalty: 5333.507812
	Iteration 35Q: 3 clusters Score -8708193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -8708190.000000 Penalty: 5333.507812
	Iteration 36Q: 3 clusters Score -8708190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -8708200.000000 Penalty: 5333.507812
	Iteration 37Q: 3 clusters Score -8708200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -8708196.000000 Penalty: 5333.507812
	Iteration 38Q: 3 clusters Score -8708196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -8708210.000000 Penalty: 5333.507812
	Iteration 39Q: 3 clusters Score -8708210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -8708204.000000 Penalty: 5333.507812
	Iteration 40F: 3 clusters Score -8708204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -8708211.000000 Penalty: 5333.507812
	Iteration 41Q: 3 clusters Score -8708211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -8708214.000000 Penalty: 5333.507812
	Iteration 42Q: 3 clusters Score -8708214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -8708222.000000 Penalty: 5333.507812
	Iteration 43Q: 3 clusters Score -8708222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -8708222.000000 Penalty: 5333.507812
	Iteration 44Q: 3 clusters Score -8708222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -8708225.000000 Penalty: 5333.507812
	Iteration 45Q: 3 clusters Score -8708225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -8708220.000000 Penalty: 5333.507812
	Iteration 46Q: 3 clusters Score -8708220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -8708218.000000 Penalty: 5333.507812
	Iteration 47Q: 3 clusters Score -8708218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -8708230.000000 Penalty: 5333.507812
	Iteration 48Q: 3 clusters Score -8708230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -8708218.000000 Penalty: 5333.507812
	Iteration 49Q: 3 clusters Score -8708218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -8708205.000000 Penalty: 5333.507812
	Iteration 50Q: 3 clusters Score -8708205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -8708214.000000 Penalty: 5333.507812
	Iteration 51Q: 3 clusters Score -8708214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -8708212.000000 Penalty: 5333.507812
	Iteration 52Q: 3 clusters Score -8708212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -8708210.000000 Penalty: 5333.507812
	Iteration 53Q: 3 clusters Score -8708210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -8708212.000000 Penalty: 5333.507812
	Iteration 54Q: 3 clusters Score -8708212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -8708216.000000 Penalty: 5333.507812
	Iteration 55Q: 3 clusters Score -8708216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -8708212.000000 Penalty: 5333.507812
	Iteration 56Q: 3 clusters Score -8708212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -8708208.000000 Penalty: 5333.507812
	Iteration 57Q: 3 clusters Score -8708208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -8708207.000000 Penalty: 5333.507812
	Iteration 58Q: 3 clusters Score -8708207 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -8708189.000000 Penalty: 5333.507812
	Iteration 59Q: 3 clusters Score -8708189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -8708196.000000 Penalty: 5333.507812
	Iteration 60F: 3 clusters Score -8708196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -8708203.000000 Penalty: 5333.507812
	Iteration 61Q: 3 clusters Score -8708203 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -8708199.000000 Penalty: 5333.507812
	Iteration 62Q: 3 clusters Score -8708199 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -8708198.000000 Penalty: 5333.507812
	Iteration 63Q: 3 clusters Score -8708198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -8708192.000000 Penalty: 5333.507812
	Iteration 64Q: 3 clusters Score -8708192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -8708199.000000 Penalty: 5333.507812
	Iteration 65Q: 3 clusters Score -8708199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -8708200.000000 Penalty: 5333.507812
	Iteration 66Q: 3 clusters Score -8708200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -8708186.000000 Penalty: 5333.507812
	Iteration 67Q: 3 clusters Score -8708186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -8708171.000000 Penalty: 5333.507812
	Iteration 68Q: 3 clusters Score -8708171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -8708169.000000 Penalty: 5333.507812
	Iteration 69Q: 3 clusters Score -8708169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -8708179.000000 Penalty: 5333.507812
	Iteration 70Q: 3 clusters Score -8708179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -8708172.000000 Penalty: 5333.507812
	Iteration 71Q: 3 clusters Score -8708172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -8708177.000000 Penalty: 5333.507812
	Iteration 72Q: 3 clusters Score -8708177 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -8708180.000000 Penalty: 5333.507812
	Iteration 73Q: 3 clusters Score -8708180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -8708174.000000 Penalty: 5333.507812
	Iteration 74Q: 3 clusters Score -8708174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -8708164.000000 Penalty: 5333.507812
	Iteration 75Q: 3 clusters Score -8708164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -8708159.000000 Penalty: 5333.507812
	Iteration 76Q: 3 clusters Score -8708159 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -8708136.000000 Penalty: 5333.507812
	Iteration 77Q: 3 clusters Score -8708136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -8708124.000000 Penalty: 5333.507812
	Iteration 78Q: 3 clusters Score -8708124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -8708134.000000 Penalty: 5333.507812
	Iteration 79Q: 3 clusters Score -8708134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -8708118.000000 Penalty: 5333.507812
	Iteration 80F: 3 clusters Score -8708118 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -8708120.000000 Penalty: 5333.507812
	Iteration 81Q: 3 clusters Score -8708120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -8708112.000000 Penalty: 5333.507812
	Iteration 82Q: 3 clusters Score -8708112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -8708110.000000 Penalty: 5333.507812
	Iteration 83Q: 3 clusters Score -8708110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -8708114.000000 Penalty: 5333.507812
	Iteration 84Q: 3 clusters Score -8708114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -8708117.000000 Penalty: 5333.507812
	Iteration 85Q: 3 clusters Score -8708117 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -8708127.000000 Penalty: 5333.507812
	Iteration 86Q: 3 clusters Score -8708127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -8708127.000000 Penalty: 5333.507812
	Iteration 87Q: 3 clusters Score -8708127 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -8708119.000000 Penalty: 5333.507812
	Iteration 88Q: 3 clusters Score -8708119 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -8708109.000000 Penalty: 5333.507812
	Iteration 89Q: 3 clusters Score -8708109 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -8708109.000000 Penalty: 5333.507812
	Iteration 90Q: 3 clusters Score -8708109 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -8708112.000000 Penalty: 5333.507812
	Iteration 91Q: 3 clusters Score -8708112 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -8708124.000000 Penalty: 5333.507812
	Iteration 92Q: 3 clusters Score -8708124 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -8708141.000000 Penalty: 5333.507812
	Iteration 93Q: 3 clusters Score -8708141 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -8708156.000000 Penalty: 5333.507812
	Iteration 94Q: 3 clusters Score -8708156 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -8708150.000000 Penalty: 5333.507812
	Iteration 95Q: 3 clusters Score -8708150 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -8708151.000000 Penalty: 5333.507812
	Iteration 96Q: 3 clusters Score -8708151 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -8708156.000000 Penalty: 5333.507812
	Iteration 97Q: 3 clusters Score -8708156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -8708161.000000 Penalty: 5333.507812
	Iteration 98Q: 3 clusters Score -8708161 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -8708145.000000 Penalty: 5333.507812
	Iteration 99Q: 3 clusters Score -8708145 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -8708154.000000 Penalty: 5333.507812
	Iteration 100F: 3 clusters Score -8708154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -8708141.000000 Penalty: 5333.507812
	Iteration 101Q: 3 clusters Score -8708141 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -8708149.000000 Penalty: 5333.507812
	Iteration 102Q: 3 clusters Score -8708149 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -8708141.000000 Penalty: 5333.507812
	Iteration 103Q: 3 clusters Score -8708141 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -8708130.000000 Penalty: 5333.507812
	Iteration 104Q: 3 clusters Score -8708130 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -8708129.000000 Penalty: 5333.507812
	Iteration 105Q: 3 clusters Score -8708129 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -8708112.000000 Penalty: 5333.507812
	Iteration 106Q: 3 clusters Score -8708112 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -8708117.000000 Penalty: 5333.507812
	Iteration 107Q: 3 clusters Score -8708117 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -8708122.000000 Penalty: 5333.507812
	Iteration 108Q: 3 clusters Score -8708122 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -8708118.000000 Penalty: 5333.507812
	Iteration 109Q: 3 clusters Score -8708118 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -8708124.000000 Penalty: 5333.507812
	Iteration 110Q: 3 clusters Score -8708124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -8708118.000000 Penalty: 5333.507812
	Iteration 111Q: 3 clusters Score -8708118 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -8708099.000000 Penalty: 5333.507812
	Iteration 112Q: 3 clusters Score -8708099 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -8708102.000000 Penalty: 5333.507812
	Iteration 113Q: 3 clusters Score -8708102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -8708106.000000 Penalty: 5333.507812
	Iteration 114Q: 3 clusters Score -8708106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -8708126.000000 Penalty: 5333.507812
	Iteration 115Q: 3 clusters Score -8708126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -8708125.000000 Penalty: 5333.507812
	Iteration 116Q: 3 clusters Score -8708125 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -8708131.000000 Penalty: 5333.507812
	Iteration 117Q: 3 clusters Score -8708131 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -8708140.000000 Penalty: 5333.507812
	Iteration 118Q: 3 clusters Score -8708140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -8708134.000000 Penalty: 5333.507812
	Iteration 119Q: 3 clusters Score -8708134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -8708134.000000 Penalty: 5333.507812
	Iteration 120F: 3 clusters Score -8708134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -8708141.000000 Penalty: 5333.507812
	Iteration 121Q: 3 clusters Score -8708141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -8708140.000000 Penalty: 5333.507812
	Iteration 122Q: 3 clusters Score -8708140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -8708141.000000 Penalty: 5333.507812
	Iteration 123Q: 3 clusters Score -8708141 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -8708137.000000 Penalty: 5333.507812
	Iteration 124Q: 3 clusters Score -8708137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -8708152.000000 Penalty: 5333.507812
	Iteration 125Q: 3 clusters Score -8708152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -8708150.000000 Penalty: 5333.507812
	Iteration 126Q: 3 clusters Score -8708150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -8708163.000000 Penalty: 5333.507812
	Iteration 127Q: 3 clusters Score -8708163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -8708167.000000 Penalty: 5333.507812
	Iteration 128Q: 3 clusters Score -8708167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -8708157.000000 Penalty: 5333.507812
	Iteration 129Q: 3 clusters Score -8708157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -8708171.000000 Penalty: 5333.507812
	Iteration 130Q: 3 clusters Score -8708171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -8708165.000000 Penalty: 5333.507812
	Iteration 131Q: 3 clusters Score -8708165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -8708166.000000 Penalty: 5333.507812
	Iteration 132Q: 3 clusters Score -8708166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -8708164.000000 Penalty: 5333.507812
	Iteration 133Q: 3 clusters Score -8708164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -8708159.000000 Penalty: 5333.507812
	Iteration 134Q: 3 clusters Score -8708159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -8708157.000000 Penalty: 5333.507812
	Iteration 135Q: 3 clusters Score -8708157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -8708150.000000 Penalty: 5333.507812
	Iteration 136Q: 3 clusters Score -8708150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -8708140.000000 Penalty: 5333.507812
	Iteration 137Q: 3 clusters Score -8708140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -8708140.000000 Penalty: 5333.507812
	Iteration 138Q: 3 clusters Score -8708140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -8708145.000000 Penalty: 5333.507812
	Iteration 139Q: 3 clusters Score -8708145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -8708150.000000 Penalty: 5333.507812
	Iteration 140F: 3 clusters Score -8708150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -8708152.000000 Penalty: 5333.507812
	Iteration 141Q: 3 clusters Score -8708152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -8708159.000000 Penalty: 5333.507812
	Iteration 142Q: 3 clusters Score -8708159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -8708171.000000 Penalty: 5333.507812
	Iteration 143Q: 3 clusters Score -8708171 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8708171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -8708168.000000 Penalty: 5333.507812
	Iteration 145Q: 3 clusters Score -8708168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8708172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -8708167.000000 Penalty: 5333.507812
	Iteration 147Q: 3 clusters Score -8708167 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -8708174.000000 Penalty: 5333.507812
	Iteration 148Q: 3 clusters Score -8708174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -8708165.000000 Penalty: 5333.507812
	Iteration 149Q: 3 clusters Score -8708165 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -8708183.000000 Penalty: 5333.507812
	Iteration 150Q: 3 clusters Score -8708183 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -8708156.000000 Penalty: 5333.507812
	Iteration 151Q: 3 clusters Score -8708156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8708172 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -8708170.000000 Penalty: 5333.507812
	Iteration 153Q: 3 clusters Score -8708170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -8708178.000000 Penalty: 5333.507812
	Iteration 154Q: 3 clusters Score -8708178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -8708168.000000 Penalty: 5333.507812
	Iteration 155Q: 3 clusters Score -8708168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -8708153.000000 Penalty: 5333.507812
	Iteration 156Q: 3 clusters Score -8708153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8708166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8708167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -8708161.000000 Penalty: 5333.507812
	Iteration 159Q: 3 clusters Score -8708161 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -8708170.000000 Penalty: 5333.507812
	Iteration 160F: 3 clusters Score -8708170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8708167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -8708178.000000 Penalty: 5333.507812
	Iteration 162Q: 3 clusters Score -8708178 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -8708190.000000 Penalty: 5333.507812
	Iteration 163Q: 3 clusters Score -8708190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -8708203.000000 Penalty: 5333.507812
	Iteration 164Q: 3 clusters Score -8708203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -8708196.000000 Penalty: 5333.507812
	Iteration 165Q: 3 clusters Score -8708196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -8708194.000000 Penalty: 5333.507812
	Iteration 166Q: 3 clusters Score -8708194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -8708186.000000 Penalty: 5333.507812
	Iteration 167Q: 3 clusters Score -8708186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -8708186.000000 Penalty: 5333.507812
	Iteration 168Q: 3 clusters Score -8708186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -8708183.000000 Penalty: 5333.507812
	Iteration 169Q: 3 clusters Score -8708183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -8708184.000000 Penalty: 5333.507812
	Iteration 170Q: 3 clusters Score -8708184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -8708183.000000 Penalty: 5333.507812
	Iteration 171Q: 3 clusters Score -8708183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -8708193.000000 Penalty: 5333.507812
	Iteration 172Q: 3 clusters Score -8708193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -8708206.000000 Penalty: 5333.507812
	Iteration 173Q: 3 clusters Score -8708206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -8708187.000000 Penalty: 5333.507812
	Iteration 174Q: 3 clusters Score -8708187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -8708175.000000 Penalty: 5333.507812
	Iteration 175Q: 3 clusters Score -8708175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -8708167.000000 Penalty: 5333.507812
	Iteration 176Q: 3 clusters Score -8708167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -8708173.000000 Penalty: 5333.507812
	Iteration 177Q: 3 clusters Score -8708173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -8708170.000000 Penalty: 5333.507812
	Iteration 178Q: 3 clusters Score -8708170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -8708170.000000 Penalty: 5333.507812
	Iteration 179Q: 3 clusters Score -8708170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -8708172.000000 Penalty: 5333.507812
	Iteration 180F: 3 clusters Score -8708172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -8708180.000000 Penalty: 5333.507812
	Iteration 181Q: 3 clusters Score -8708180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -8708196.000000 Penalty: 5333.507812
	Iteration 182Q: 3 clusters Score -8708196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -8708178.000000 Penalty: 5333.507812
	Iteration 183Q: 3 clusters Score -8708178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -8708188.000000 Penalty: 5333.507812
	Iteration 184Q: 3 clusters Score -8708188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -8708178.000000 Penalty: 5333.507812
	Iteration 185Q: 3 clusters Score -8708178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -8708171.000000 Penalty: 5333.507812
	Iteration 186Q: 3 clusters Score -8708171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -8708160.000000 Penalty: 5333.507812
	Iteration 187Q: 3 clusters Score -8708160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -8708163.000000 Penalty: 5333.507812
	Iteration 188Q: 3 clusters Score -8708163 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -8708145.000000 Penalty: 5333.507812
	Iteration 189Q: 3 clusters Score -8708145 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -8708151.000000 Penalty: 5333.507812
	Iteration 190Q: 3 clusters Score -8708151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -8708161.000000 Penalty: 5333.507812
	Iteration 191Q: 3 clusters Score -8708161 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -8708162.000000 Penalty: 5333.507812
	Iteration 192Q: 3 clusters Score -8708162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -8708165.000000 Penalty: 5333.507812
	Iteration 193Q: 3 clusters Score -8708165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -8708161.000000 Penalty: 5333.507812
	Iteration 194Q: 3 clusters Score -8708161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -8708140.000000 Penalty: 5333.507812
	Iteration 195Q: 3 clusters Score -8708140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -8708154.000000 Penalty: 5333.507812
	Iteration 196Q: 3 clusters Score -8708154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -8708143.000000 Penalty: 5333.507812
	Iteration 197Q: 3 clusters Score -8708143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -8708145.000000 Penalty: 5333.507812
	Iteration 198Q: 3 clusters Score -8708145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -8708140.000000 Penalty: 5333.507812
	Iteration 199Q: 3 clusters Score -8708140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -8708150.000000 Penalty: 5333.507812
	Iteration 200F: 3 clusters Score -8708150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -8708144.000000 Penalty: 5333.507812
	Iteration 201Q: 3 clusters Score -8708144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -8708154.000000 Penalty: 5333.507812
	Iteration 202Q: 3 clusters Score -8708154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -8708155.000000 Penalty: 5333.507812
	Iteration 203Q: 3 clusters Score -8708155 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -8708154.000000 Penalty: 5333.507812
	Iteration 204Q: 3 clusters Score -8708154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -8708154.000000 Penalty: 5333.507812
	Iteration 205Q: 3 clusters Score -8708154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -8708164.000000 Penalty: 5333.507812
	Iteration 206Q: 3 clusters Score -8708164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -8708173.000000 Penalty: 5333.507812
	Iteration 207Q: 3 clusters Score -8708173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -8708164.000000 Penalty: 5333.507812
	Iteration 208Q: 3 clusters Score -8708164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -8708168.000000 Penalty: 5333.507812
	Iteration 209Q: 3 clusters Score -8708168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -8708159.000000 Penalty: 5333.507812
	Iteration 210Q: 3 clusters Score -8708159 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -8708144.000000 Penalty: 5333.507812
	Iteration 211Q: 3 clusters Score -8708144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -8708154.000000 Penalty: 5333.507812
	Iteration 212Q: 3 clusters Score -8708154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -8708154.000000 Penalty: 5333.507812
	Iteration 213Q: 3 clusters Score -8708154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -8708142.000000 Penalty: 5333.507812
	Iteration 214Q: 3 clusters Score -8708142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -8708142.000000 Penalty: 5333.507812
	Iteration 215Q: 3 clusters Score -8708142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -8708134.000000 Penalty: 5333.507812
	Iteration 216Q: 3 clusters Score -8708134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -8708135.000000 Penalty: 5333.507812
	Iteration 217Q: 3 clusters Score -8708135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -8708134.000000 Penalty: 5333.507812
	Iteration 218Q: 3 clusters Score -8708134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -8708146.000000 Penalty: 5333.507812
	Iteration 219Q: 3 clusters Score -8708146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -8708138.000000 Penalty: 5333.507812
	Iteration 220F: 3 clusters Score -8708138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -8708143.000000 Penalty: 5333.507812
	Iteration 221Q: 3 clusters Score -8708143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -8708147.000000 Penalty: 5333.507812
	Iteration 222Q: 3 clusters Score -8708147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -8708153.000000 Penalty: 5333.507812
	Iteration 223Q: 3 clusters Score -8708153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -8708156.000000 Penalty: 5333.507812
	Iteration 224Q: 3 clusters Score -8708156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -8708145.000000 Penalty: 5333.507812
	Iteration 225Q: 3 clusters Score -8708145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -8708145.000000 Penalty: 5333.507812
	Iteration 226Q: 3 clusters Score -8708145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -8708156.000000 Penalty: 5333.507812
	Iteration 227Q: 3 clusters Score -8708156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -8708154.000000 Penalty: 5333.507812
	Iteration 228Q: 3 clusters Score -8708154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -8708153.000000 Penalty: 5333.507812
	Iteration 229Q: 3 clusters Score -8708153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -8708149.000000 Penalty: 5333.507812
	Iteration 230Q: 3 clusters Score -8708149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -8708150.000000 Penalty: 5333.507812
	Iteration 231Q: 3 clusters Score -8708150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -8708151.000000 Penalty: 5333.507812
	Iteration 232Q: 3 clusters Score -8708151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -8708152.000000 Penalty: 5333.507812
	Iteration 233Q: 3 clusters Score -8708152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -8708152.000000 Penalty: 5333.507812
	Iteration 234F: 3 clusters Score -8708152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -694119.000000 Penalty: 2040.654175
	Iteration 0F: 2 clusters Score -694119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -690401.000000 Penalty: 4081.308350
	Iteration 0F: 3 clusters Score -690401 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -691261.062500 Penalty: 4081.308350
	Iteration 1F: 3 clusters Score -691261.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -691476.187500 Penalty: 4081.308350
	Iteration 2F: 3 clusters Score -691476.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -691635.625000 Penalty: 4081.308350
	Iteration 3F: 3 clusters Score -691635.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -691755.937500 Penalty: 4081.308350
	Iteration 4Q: 3 clusters Score -691755.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -691853.562500 Penalty: 4081.308350
	Iteration 5Q: 3 clusters Score -691853.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -691942.312500 Penalty: 4081.308350
	Iteration 6Q: 3 clusters Score -691942.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -692017.625000 Penalty: 4081.308350
	Iteration 7Q: 3 clusters Score -692017.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -692080.125000 Penalty: 4081.308350
	Iteration 8Q: 3 clusters Score -692080.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -692135.312500 Penalty: 4081.308350
	Iteration 9Q: 3 clusters Score -692135.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -692192.562500 Penalty: 4081.308350
	Iteration 10Q: 3 clusters Score -692192.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -692234.875000 Penalty: 4081.308350
	Iteration 11Q: 3 clusters Score -692234.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -692275.375000 Penalty: 4081.308350
	Iteration 12Q: 3 clusters Score -692275.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -692320.312500 Penalty: 4081.308350
	Iteration 13Q: 3 clusters Score -692320.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -692362.125000 Penalty: 4081.308350
	Iteration 14Q: 3 clusters Score -692362.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -692397.500000 Penalty: 4081.308350
	Iteration 15Q: 3 clusters Score -692397.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -692432.187500 Penalty: 4081.308350
	Iteration 16Q: 3 clusters Score -692432.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -692466.875000 Penalty: 4081.308350
	Iteration 17Q: 3 clusters Score -692466.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -692495.750000 Penalty: 4081.308350
	Iteration 18Q: 3 clusters Score -692495.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -692512.250000 Penalty: 4081.308350
	Iteration 19Q: 3 clusters Score -692512.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -692525.000000 Penalty: 4081.308350
	Iteration 20F: 3 clusters Score -692525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -692534.312500 Penalty: 4081.308350
	Iteration 21Q: 3 clusters Score -692534.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -692546.937500 Penalty: 4081.308350
	Iteration 22Q: 3 clusters Score -692546.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -692559.375000 Penalty: 4081.308350
	Iteration 23Q: 3 clusters Score -692559.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -692567.000000 Penalty: 4081.308350
	Iteration 24Q: 3 clusters Score -692567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -692576.125000 Penalty: 4081.308350
	Iteration 25Q: 3 clusters Score -692576.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -692585.312500 Penalty: 4081.308350
	Iteration 26Q: 3 clusters Score -692585.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -692591.812500 Penalty: 4081.308350
	Iteration 27Q: 3 clusters Score -692591.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -692597.250000 Penalty: 4081.308350
	Iteration 28Q: 3 clusters Score -692597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -692597.312500 Penalty: 4081.308350
	Iteration 29Q: 3 clusters Score -692597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -692597.375000 Penalty: 4081.308350
	Iteration 30Q: 3 clusters Score -692597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -692598.687500 Penalty: 4081.308350
	Iteration 31Q: 3 clusters Score -692598.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -692599.500000 Penalty: 4081.308350
	Iteration 32Q: 3 clusters Score -692599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -692598.875000 Penalty: 4081.308350
	Iteration 33Q: 3 clusters Score -692598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -692598.875000 Penalty: 4081.308350
	Iteration 34F: 3 clusters Score -692598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Entering Unmasked Estep 
Score: -9877479.000000 Penalty: 2696.611328
	Iteration 0F: 2 clusters Score -9877479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -9846036.000000 Penalty: 5393.222656
	Iteration 0F: 3 clusters Score -9846036 nChanged 24658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -9859924.000000 Penalty: 5393.222656
	Iteration 1F: 3 clusters Score -9859924 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -9860606.000000 Penalty: 5393.222656
	Iteration 2Q: 3 clusters Score -9860606 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -9861427.000000 Penalty: 5393.222656
	Iteration 3Q: 3 clusters Score -9861427 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -9862516.000000 Penalty: 5393.222656
	Iteration 4Q: 3 clusters Score -9862516 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -9864270.000000 Penalty: 5393.222656
	Iteration 5F: 3 clusters Score -9864270 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -9867014.000000 Penalty: 5393.222656
	Iteration 6F: 3 clusters Score -9867014 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -9869936.000000 Penalty: 5393.222656
	Iteration 7F: 3 clusters Score -9869936 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -9872312.000000 Penalty: 5393.222656
	Iteration 8F: 3 clusters Score -9872312 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -9873822.000000 Penalty: 5393.222656
	Iteration 9Q: 3 clusters Score -9873822 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -9874530.000000 Penalty: 5393.222656
	Iteration 10Q: 3 clusters Score -9874530 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -9874996.000000 Penalty: 5393.222656
	Iteration 11Q: 3 clusters Score -9874996 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -9875414.000000 Penalty: 5393.222656
	Iteration 12Q: 3 clusters Score -9875414 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -9875741.000000 Penalty: 5393.222656
	Iteration 13Q: 3 clusters Score -9875741 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -9876016.000000 Penalty: 5393.222656
	Iteration 14Q: 3 clusters Score -9876016 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -9876173.000000 Penalty: 5393.222656
	Iteration 15Q: 3 clusters Score -9876173 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -9876312.000000 Penalty: 5393.222656
	Iteration 16Q: 3 clusters Score -9876312 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -9876405.000000 Penalty: 5393.222656
	Iteration 17Q: 3 clusters Score -9876405 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -9876470.000000 Penalty: 5393.222656
	Iteration 18Q: 3 clusters Score -9876470 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -9876521.000000 Penalty: 5393.222656
	Iteration 19Q: 3 clusters Score -9876521 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -9876563.000000 Penalty: 5393.222656
	Iteration 20F: 3 clusters Score -9876563 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -9876583.000000 Penalty: 5393.222656
	Iteration 21Q: 3 clusters Score -9876583 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -9876634.000000 Penalty: 5393.222656
	Iteration 22Q: 3 clusters Score -9876634 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -9876629.000000 Penalty: 5393.222656
	Iteration 23Q: 3 clusters Score -9876629 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -9876626.000000 Penalty: 5393.222656
	Iteration 24Q: 3 clusters Score -9876626 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -9876636.000000 Penalty: 5393.222656
	Iteration 25Q: 3 clusters Score -9876636 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -9876616.000000 Penalty: 5393.222656
	Iteration 26Q: 3 clusters Score -9876616 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -9876595.000000 Penalty: 5393.222656
	Iteration 27Q: 3 clusters Score -9876595 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -9876601.000000 Penalty: 5393.222656
	Iteration 28Q: 3 clusters Score -9876601 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -9876627.000000 Penalty: 5393.222656
	Iteration 29Q: 3 clusters Score -9876627 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -9876615.000000 Penalty: 5393.222656
	Iteration 30Q: 3 clusters Score -9876615 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -9876633.000000 Penalty: 5393.222656
	Iteration 31Q: 3 clusters Score -9876633 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -9876619.000000 Penalty: 5393.222656
	Iteration 32Q: 3 clusters Score -9876619 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -9876609.000000 Penalty: 5393.222656
	Iteration 33Q: 3 clusters Score -9876609 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -9876590.000000 Penalty: 5393.222656
	Iteration 34Q: 3 clusters Score -9876590 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -9876592.000000 Penalty: 5393.222656
	Iteration 35Q: 3 clusters Score -9876592 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -9876599.000000 Penalty: 5393.222656
	Iteration 36Q: 3 clusters Score -9876599 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -9876673.000000 Penalty: 5393.222656
	Iteration 37Q: 3 clusters Score -9876673 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -9876696.000000 Penalty: 5393.222656
	Iteration 38Q: 3 clusters Score -9876696 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -9876726.000000 Penalty: 5393.222656
	Iteration 39Q: 3 clusters Score -9876726 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -9876734.000000 Penalty: 5393.222656
	Iteration 40F: 3 clusters Score -9876734 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -9876710.000000 Penalty: 5393.222656
	Iteration 41Q: 3 clusters Score -9876710 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -9876704.000000 Penalty: 5393.222656
	Iteration 42Q: 3 clusters Score -9876704 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -9876685.000000 Penalty: 5393.222656
	Iteration 43Q: 3 clusters Score -9876685 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -9876670.000000 Penalty: 5393.222656
	Iteration 44Q: 3 clusters Score -9876670 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -9876620.000000 Penalty: 5393.222656
	Iteration 45Q: 3 clusters Score -9876620 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -9876548.000000 Penalty: 5393.222656
	Iteration 46Q: 3 clusters Score -9876548 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -9876511.000000 Penalty: 5393.222656
	Iteration 47Q: 3 clusters Score -9876511 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -9876461.000000 Penalty: 5393.222656
	Iteration 48Q: 3 clusters Score -9876461 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -9876371.000000 Penalty: 5393.222656
	Iteration 49Q: 3 clusters Score -9876371 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -9876287.000000 Penalty: 5393.222656
	Iteration 50Q: 3 clusters Score -9876287 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -9876240.000000 Penalty: 5393.222656
	Iteration 51Q: 3 clusters Score -9876240 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -9876192.000000 Penalty: 5393.222656
	Iteration 52Q: 3 clusters Score -9876192 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -9876113.000000 Penalty: 5393.222656
	Iteration 53Q: 3 clusters Score -9876113 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -9876078.000000 Penalty: 5393.222656
	Iteration 54Q: 3 clusters Score -9876078 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -9876084.000000 Penalty: 5393.222656
	Iteration 55Q: 3 clusters Score -9876084 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -9876068.000000 Penalty: 5393.222656
	Iteration 56Q: 3 clusters Score -9876068 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -9875991.000000 Penalty: 5393.222656
	Iteration 57Q: 3 clusters Score -9875991 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -9875963.000000 Penalty: 5393.222656
	Iteration 58Q: 3 clusters Score -9875963 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -9875942.000000 Penalty: 5393.222656
	Iteration 59Q: 3 clusters Score -9875942 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -9875912.000000 Penalty: 5393.222656
	Iteration 60F: 3 clusters Score -9875912 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -9875909.000000 Penalty: 5393.222656
	Iteration 61Q: 3 clusters Score -9875909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -9875892.000000 Penalty: 5393.222656
	Iteration 62Q: 3 clusters Score -9875892 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -9875927.000000 Penalty: 5393.222656
	Iteration 63Q: 3 clusters Score -9875927 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -9875935.000000 Penalty: 5393.222656
	Iteration 64Q: 3 clusters Score -9875935 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -9875918.000000 Penalty: 5393.222656
	Iteration 65Q: 3 clusters Score -9875918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -9875929.000000 Penalty: 5393.222656
	Iteration 66Q: 3 clusters Score -9875929 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -9875876.000000 Penalty: 5393.222656
	Iteration 67Q: 3 clusters Score -9875876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -9875873.000000 Penalty: 5393.222656
	Iteration 68Q: 3 clusters Score -9875873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -9875856.000000 Penalty: 5393.222656
	Iteration 69Q: 3 clusters Score -9875856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -9875864.000000 Penalty: 5393.222656
	Iteration 70Q: 3 clusters Score -9875864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -9875862.000000 Penalty: 5393.222656
	Iteration 71Q: 3 clusters Score -9875862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -9875861.000000 Penalty: 5393.222656
	Iteration 72Q: 3 clusters Score -9875861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -9875881.000000 Penalty: 5393.222656
	Iteration 73Q: 3 clusters Score -9875881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -9875890.000000 Penalty: 5393.222656
	Iteration 74Q: 3 clusters Score -9875890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -9875860.000000 Penalty: 5393.222656
	Iteration 75Q: 3 clusters Score -9875860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -9875873.000000 Penalty: 5393.222656
	Iteration 76Q: 3 clusters Score -9875873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -9875873.000000 Penalty: 5393.222656
	Iteration 77Q: 3 clusters Score -9875873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -9875866.000000 Penalty: 5393.222656
	Iteration 78Q: 3 clusters Score -9875866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -9875862.000000 Penalty: 5393.222656
	Iteration 79Q: 3 clusters Score -9875862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -9875854.000000 Penalty: 5393.222656
	Iteration 80F: 3 clusters Score -9875854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -9875853.000000 Penalty: 5393.222656
	Iteration 81Q: 3 clusters Score -9875853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -9875852.000000 Penalty: 5393.222656
	Iteration 82Q: 3 clusters Score -9875852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -9875851.000000 Penalty: 5393.222656
	Iteration 83Q: 3 clusters Score -9875851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -9875853.000000 Penalty: 5393.222656
	Iteration 84Q: 3 clusters Score -9875853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -9875852.000000 Penalty: 5393.222656
	Iteration 85Q: 3 clusters Score -9875852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -9875852.000000 Penalty: 5393.222656
	Iteration 86F: 3 clusters Score -9875852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Entering Unmasked Estep 
Score: -9198542.000000 Penalty: 2680.842529
	Iteration 0F: 2 clusters Score -9198542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -9166659.000000 Penalty: 5361.685059
	Iteration 0F: 3 clusters Score -9166659 nChanged 22879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -9179288.000000 Penalty: 5361.685059
	Iteration 1F: 3 clusters Score -9179288 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -9179848.000000 Penalty: 5361.685059
	Iteration 2Q: 3 clusters Score -9179848 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -9180335.000000 Penalty: 5361.685059
	Iteration 3Q: 3 clusters Score -9180335 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -9180988.000000 Penalty: 5361.685059
	Iteration 4Q: 3 clusters Score -9180988 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -9181783.000000 Penalty: 5361.685059
	Iteration 5Q: 3 clusters Score -9181783 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -9182760.000000 Penalty: 5361.685059
	Iteration 6Q: 3 clusters Score -9182760 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -9184233.000000 Penalty: 5361.685059
	Iteration 7F: 3 clusters Score -9184233 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -9186364.000000 Penalty: 5361.685059
	Iteration 8F: 3 clusters Score -9186364 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -9188635.000000 Penalty: 5361.685059
	Iteration 9F: 3 clusters Score -9188635 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -9190613.000000 Penalty: 5361.685059
	Iteration 10F: 3 clusters Score -9190613 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -9191729.000000 Penalty: 5361.685059
	Iteration 11Q: 3 clusters Score -9191729 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -9192384.000000 Penalty: 5361.685059
	Iteration 12Q: 3 clusters Score -9192384 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -9192908.000000 Penalty: 5361.685059
	Iteration 13Q: 3 clusters Score -9192908 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -9193509.000000 Penalty: 5361.685059
	Iteration 14Q: 3 clusters Score -9193509 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -9194109.000000 Penalty: 5361.685059
	Iteration 15Q: 3 clusters Score -9194109 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -9194752.000000 Penalty: 5361.685059
	Iteration 16Q: 3 clusters Score -9194752 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -9195311.000000 Penalty: 5361.685059
	Iteration 17Q: 3 clusters Score -9195311 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -9195767.000000 Penalty: 5361.685059
	Iteration 18Q: 3 clusters Score -9195767 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -9196077.000000 Penalty: 5361.685059
	Iteration 19Q: 3 clusters Score -9196077 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -9196315.000000 Penalty: 5361.685059
	Iteration 20F: 3 clusters Score -9196315 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -9196488.000000 Penalty: 5361.685059
	Iteration 21Q: 3 clusters Score -9196488 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -9196555.000000 Penalty: 5361.685059
	Iteration 22Q: 3 clusters Score -9196555 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -9196614.000000 Penalty: 5361.685059
	Iteration 23Q: 3 clusters Score -9196614 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -9196647.000000 Penalty: 5361.685059
	Iteration 24Q: 3 clusters Score -9196647 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -9196652.000000 Penalty: 5361.685059
	Iteration 25Q: 3 clusters Score -9196652 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -9196681.000000 Penalty: 5361.685059
	Iteration 26Q: 3 clusters Score -9196681 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -9196716.000000 Penalty: 5361.685059
	Iteration 27Q: 3 clusters Score -9196716 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -9196737.000000 Penalty: 5361.685059
	Iteration 28Q: 3 clusters Score -9196737 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -9196760.000000 Penalty: 5361.685059
	Iteration 29Q: 3 clusters Score -9196760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -9196762.000000 Penalty: 5361.685059
	Iteration 30Q: 3 clusters Score -9196762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -9196753.000000 Penalty: 5361.685059
	Iteration 31Q: 3 clusters Score -9196753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -9196783.000000 Penalty: 5361.685059
	Iteration 32Q: 3 clusters Score -9196783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -9196787.000000 Penalty: 5361.685059
	Iteration 33Q: 3 clusters Score -9196787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -9196775.000000 Penalty: 5361.685059
	Iteration 34Q: 3 clusters Score -9196775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -9196787.000000 Penalty: 5361.685059
	Iteration 35Q: 3 clusters Score -9196787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -9196798.000000 Penalty: 5361.685059
	Iteration 36Q: 3 clusters Score -9196798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -9196806.000000 Penalty: 5361.685059
	Iteration 37Q: 3 clusters Score -9196806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -9196830.000000 Penalty: 5361.685059
	Iteration 38Q: 3 clusters Score -9196830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -9196841.000000 Penalty: 5361.685059
	Iteration 39Q: 3 clusters Score -9196841 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -9196863.000000 Penalty: 5361.685059
	Iteration 40F: 3 clusters Score -9196863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -9196866.000000 Penalty: 5361.685059
	Iteration 41Q: 3 clusters Score -9196866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -9196878.000000 Penalty: 5361.685059
	Iteration 42Q: 3 clusters Score -9196878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -9196860.000000 Penalty: 5361.685059
	Iteration 43Q: 3 clusters Score -9196860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -9196863.000000 Penalty: 5361.685059
	Iteration 44Q: 3 clusters Score -9196863 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -9196876.000000 Penalty: 5361.685059
	Iteration 45Q: 3 clusters Score -9196876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -9196879.000000 Penalty: 5361.685059
	Iteration 46Q: 3 clusters Score -9196879 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -9196883.000000 Penalty: 5361.685059
	Iteration 47Q: 3 clusters Score -9196883 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -9196901.000000 Penalty: 5361.685059
	Iteration 48Q: 3 clusters Score -9196901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -9196915.000000 Penalty: 5361.685059
	Iteration 49Q: 3 clusters Score -9196915 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -9196944.000000 Penalty: 5361.685059
	Iteration 50Q: 3 clusters Score -9196944 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -9196942.000000 Penalty: 5361.685059
	Iteration 51Q: 3 clusters Score -9196942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -9196955.000000 Penalty: 5361.685059
	Iteration 52Q: 3 clusters Score -9196955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -9196947.000000 Penalty: 5361.685059
	Iteration 53Q: 3 clusters Score -9196947 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -9196966.000000 Penalty: 5361.685059
	Iteration 54Q: 3 clusters Score -9196966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -9196967.000000 Penalty: 5361.685059
	Iteration 55Q: 3 clusters Score -9196967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -9196981.000000 Penalty: 5361.685059
	Iteration 56Q: 3 clusters Score -9196981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -9196994.000000 Penalty: 5361.685059
	Iteration 57Q: 3 clusters Score -9196994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -9197036.000000 Penalty: 5361.685059
	Iteration 58Q: 3 clusters Score -9197036 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -9197045.000000 Penalty: 5361.685059
	Iteration 59Q: 3 clusters Score -9197045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -9197048.000000 Penalty: 5361.685059
	Iteration 60F: 3 clusters Score -9197048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -9197074.000000 Penalty: 5361.685059
	Iteration 61Q: 3 clusters Score -9197074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -9197096.000000 Penalty: 5361.685059
	Iteration 62Q: 3 clusters Score -9197096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -9197113.000000 Penalty: 5361.685059
	Iteration 63Q: 3 clusters Score -9197113 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -9197099.000000 Penalty: 5361.685059
	Iteration 64Q: 3 clusters Score -9197099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -9197107.000000 Penalty: 5361.685059
	Iteration 65Q: 3 clusters Score -9197107 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -9197123.000000 Penalty: 5361.685059
	Iteration 66Q: 3 clusters Score -9197123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -9197129.000000 Penalty: 5361.685059
	Iteration 67Q: 3 clusters Score -9197129 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -9197140.000000 Penalty: 5361.685059
	Iteration 68Q: 3 clusters Score -9197140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -9197147.000000 Penalty: 5361.685059
	Iteration 69Q: 3 clusters Score -9197147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -9197146.000000 Penalty: 5361.685059
	Iteration 70Q: 3 clusters Score -9197146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -9197153.000000 Penalty: 5361.685059
	Iteration 71Q: 3 clusters Score -9197153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -9197152.000000 Penalty: 5361.685059
	Iteration 72Q: 3 clusters Score -9197152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -9197150.000000 Penalty: 5361.685059
	Iteration 73Q: 3 clusters Score -9197150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -9197142.000000 Penalty: 5361.685059
	Iteration 74Q: 3 clusters Score -9197142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -9197147.000000 Penalty: 5361.685059
	Iteration 75Q: 3 clusters Score -9197147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -9197147.000000 Penalty: 5361.685059
	Iteration 76Q: 3 clusters Score -9197147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -9197140.000000 Penalty: 5361.685059
	Iteration 77Q: 3 clusters Score -9197140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -9197142.000000 Penalty: 5361.685059
	Iteration 78Q: 3 clusters Score -9197142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -9197143.000000 Penalty: 5361.685059
	Iteration 79Q: 3 clusters Score -9197143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -9197148.000000 Penalty: 5361.685059
	Iteration 80F: 3 clusters Score -9197148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -9197167.000000 Penalty: 5361.685059
	Iteration 81Q: 3 clusters Score -9197167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -9197159.000000 Penalty: 5361.685059
	Iteration 82Q: 3 clusters Score -9197159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -9197160.000000 Penalty: 5361.685059
	Iteration 83Q: 3 clusters Score -9197160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -9197162.000000 Penalty: 5361.685059
	Iteration 84Q: 3 clusters Score -9197162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -9197166.000000 Penalty: 5361.685059
	Iteration 85Q: 3 clusters Score -9197166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -9197174.000000 Penalty: 5361.685059
	Iteration 86Q: 3 clusters Score -9197174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -9197167.000000 Penalty: 5361.685059
	Iteration 87Q: 3 clusters Score -9197167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -9197164.000000 Penalty: 5361.685059
	Iteration 88Q: 3 clusters Score -9197164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -9197166.000000 Penalty: 5361.685059
	Iteration 89Q: 3 clusters Score -9197166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -9197168.000000 Penalty: 5361.685059
	Iteration 90Q: 3 clusters Score -9197168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -9197164.000000 Penalty: 5361.685059
	Iteration 91Q: 3 clusters Score -9197164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -9197164.000000 Penalty: 5361.685059
	Iteration 92Q: 3 clusters Score -9197164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -9197164.000000 Penalty: 5361.685059
	Iteration 93Q: 3 clusters Score -9197164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -9197148.000000 Penalty: 5361.685059
	Iteration 94Q: 3 clusters Score -9197148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -9197158.000000 Penalty: 5361.685059
	Iteration 95Q: 3 clusters Score -9197158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -9197159.000000 Penalty: 5361.685059
	Iteration 96Q: 3 clusters Score -9197159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -9197157.000000 Penalty: 5361.685059
	Iteration 97Q: 3 clusters Score -9197157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -9197153.000000 Penalty: 5361.685059
	Iteration 98Q: 3 clusters Score -9197153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -9197152.000000 Penalty: 5361.685059
	Iteration 99Q: 3 clusters Score -9197152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -9197151.000000 Penalty: 5361.685059
	Iteration 100F: 3 clusters Score -9197151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -90983.914062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -90983.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89383.078125 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -89383.08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89827.976562 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -89827.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89996.625000 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -89996.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90094.179688 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -90094.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90183.921875 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -90183.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90275.726562 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -90275.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90353.960938 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -90353.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90422.054688 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -90422.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90469.937500 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -90469.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90504.093750 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -90504.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90509.875000 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -90509.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90514.375000 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -90514.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90519.382812 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -90519.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90544.265625 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -90544.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90553.312500 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -90553.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90556.375000 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -90556.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90560.265625 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -90560.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90560.265625 Penalty: 3250.750977
	Iteration 17F: 3 clusters Score -90560.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Entering Unmasked Estep 
Score: -9279017.000000 Penalty: 2681.982178
	Iteration 0F: 2 clusters Score -9279017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -9248159.000000 Penalty: 5363.964355
	Iteration 0F: 3 clusters Score -9248159 nChanged 23017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -9260854.000000 Penalty: 5363.964355
	Iteration 1F: 3 clusters Score -9260854 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -9261629.000000 Penalty: 5363.964355
	Iteration 2Q: 3 clusters Score -9261629 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -9262335.000000 Penalty: 5363.964355
	Iteration 3Q: 3 clusters Score -9262335 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -9263095.000000 Penalty: 5363.964355
	Iteration 4Q: 3 clusters Score -9263095 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -9264011.000000 Penalty: 5363.964355
	Iteration 5Q: 3 clusters Score -9264011 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -9265202.000000 Penalty: 5363.964355
	Iteration 6Q: 3 clusters Score -9265202 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -9266836.000000 Penalty: 5363.964355
	Iteration 7F: 3 clusters Score -9266836 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -9268771.000000 Penalty: 5363.964355
	Iteration 8F: 3 clusters Score -9268771 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -9270256.000000 Penalty: 5363.964355
	Iteration 9F: 3 clusters Score -9270256 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -9271053.000000 Penalty: 5363.964355
	Iteration 10Q: 3 clusters Score -9271053 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -9271373.000000 Penalty: 5363.964355
	Iteration 11Q: 3 clusters Score -9271373 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -9271623.000000 Penalty: 5363.964355
	Iteration 12Q: 3 clusters Score -9271623 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -9271736.000000 Penalty: 5363.964355
	Iteration 13Q: 3 clusters Score -9271736 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -9271819.000000 Penalty: 5363.964355
	Iteration 14Q: 3 clusters Score -9271819 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -9271911.000000 Penalty: 5363.964355
	Iteration 15Q: 3 clusters Score -9271911 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -9272028.000000 Penalty: 5363.964355
	Iteration 16Q: 3 clusters Score -9272028 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -9272137.000000 Penalty: 5363.964355
	Iteration 17Q: 3 clusters Score -9272137 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -9272235.000000 Penalty: 5363.964355
	Iteration 18Q: 3 clusters Score -9272235 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -9272341.000000 Penalty: 5363.964355
	Iteration 19Q: 3 clusters Score -9272341 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -9272444.000000 Penalty: 5363.964355
	Iteration 20F: 3 clusters Score -9272444 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -9272554.000000 Penalty: 5363.964355
	Iteration 21Q: 3 clusters Score -9272554 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -9272644.000000 Penalty: 5363.964355
	Iteration 22Q: 3 clusters Score -9272644 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -9272707.000000 Penalty: 5363.964355
	Iteration 23Q: 3 clusters Score -9272707 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -9272871.000000 Penalty: 5363.964355
	Iteration 24Q: 3 clusters Score -9272871 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -9272980.000000 Penalty: 5363.964355
	Iteration 25Q: 3 clusters Score -9272980 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -9273106.000000 Penalty: 5363.964355
	Iteration 26Q: 3 clusters Score -9273106 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -9273227.000000 Penalty: 5363.964355
	Iteration 27Q: 3 clusters Score -9273227 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -9273356.000000 Penalty: 5363.964355
	Iteration 28Q: 3 clusters Score -9273356 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -9273599.000000 Penalty: 5363.964355
	Iteration 29Q: 3 clusters Score -9273599 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -9273845.000000 Penalty: 5363.964355
	Iteration 30Q: 3 clusters Score -9273845 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -9274103.000000 Penalty: 5363.964355
	Iteration 31Q: 3 clusters Score -9274103 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -9274320.000000 Penalty: 5363.964355
	Iteration 32Q: 3 clusters Score -9274320 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -9274613.000000 Penalty: 5363.964355
	Iteration 33Q: 3 clusters Score -9274613 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -9274802.000000 Penalty: 5363.964355
	Iteration 34Q: 3 clusters Score -9274802 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -9275113.000000 Penalty: 5363.964355
	Iteration 35Q: 3 clusters Score -9275113 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -9275497.000000 Penalty: 5363.964355
	Iteration 36Q: 3 clusters Score -9275497 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -9275869.000000 Penalty: 5363.964355
	Iteration 37Q: 3 clusters Score -9275869 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -9276197.000000 Penalty: 5363.964355
	Iteration 38Q: 3 clusters Score -9276197 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -9276477.000000 Penalty: 5363.964355
	Iteration 39Q: 3 clusters Score -9276477 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -9276661.000000 Penalty: 5363.964355
	Iteration 40F: 3 clusters Score -9276661 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -9276838.000000 Penalty: 5363.964355
	Iteration 41Q: 3 clusters Score -9276838 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -9276939.000000 Penalty: 5363.964355
	Iteration 42Q: 3 clusters Score -9276939 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -9277038.000000 Penalty: 5363.964355
	Iteration 43Q: 3 clusters Score -9277038 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -9277205.000000 Penalty: 5363.964355
	Iteration 44Q: 3 clusters Score -9277205 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -9277265.000000 Penalty: 5363.964355
	Iteration 45Q: 3 clusters Score -9277265 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -9277256.000000 Penalty: 5363.964355
	Iteration 46Q: 3 clusters Score -9277256 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -9277318.000000 Penalty: 5363.964355
	Iteration 47Q: 3 clusters Score -9277318 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -9277344.000000 Penalty: 5363.964355
	Iteration 48Q: 3 clusters Score -9277344 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -9277343.000000 Penalty: 5363.964355
	Iteration 49Q: 3 clusters Score -9277343 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -9277326.000000 Penalty: 5363.964355
	Iteration 50Q: 3 clusters Score -9277326 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -9277374.000000 Penalty: 5363.964355
	Iteration 51Q: 3 clusters Score -9277374 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -9277368.000000 Penalty: 5363.964355
	Iteration 52Q: 3 clusters Score -9277368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -9277359.000000 Penalty: 5363.964355
	Iteration 53Q: 3 clusters Score -9277359 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -9277353.000000 Penalty: 5363.964355
	Iteration 54Q: 3 clusters Score -9277353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -9277355.000000 Penalty: 5363.964355
	Iteration 55Q: 3 clusters Score -9277355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -9277343.000000 Penalty: 5363.964355
	Iteration 56Q: 3 clusters Score -9277343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -9277338.000000 Penalty: 5363.964355
	Iteration 57Q: 3 clusters Score -9277338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -9277336.000000 Penalty: 5363.964355
	Iteration 58Q: 3 clusters Score -9277336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -9277337.000000 Penalty: 5363.964355
	Iteration 59Q: 3 clusters Score -9277337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -9277320.000000 Penalty: 5363.964355
	Iteration 60F: 3 clusters Score -9277320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -9277311.000000 Penalty: 5363.964355
	Iteration 61Q: 3 clusters Score -9277311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -9277315.000000 Penalty: 5363.964355
	Iteration 62Q: 3 clusters Score -9277315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -9277309.000000 Penalty: 5363.964355
	Iteration 63Q: 3 clusters Score -9277309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -9277300.000000 Penalty: 5363.964355
	Iteration 64Q: 3 clusters Score -9277300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -9277294.000000 Penalty: 5363.964355
	Iteration 65Q: 3 clusters Score -9277294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -9277266.000000 Penalty: 5363.964355
	Iteration 66Q: 3 clusters Score -9277266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -9277275.000000 Penalty: 5363.964355
	Iteration 67Q: 3 clusters Score -9277275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -9277269.000000 Penalty: 5363.964355
	Iteration 68Q: 3 clusters Score -9277269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -9277268.000000 Penalty: 5363.964355
	Iteration 69Q: 3 clusters Score -9277268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -9277263.000000 Penalty: 5363.964355
	Iteration 70Q: 3 clusters Score -9277263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -9277242.000000 Penalty: 5363.964355
	Iteration 71Q: 3 clusters Score -9277242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -9277238.000000 Penalty: 5363.964355
	Iteration 72Q: 3 clusters Score -9277238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -9277256.000000 Penalty: 5363.964355
	Iteration 73Q: 3 clusters Score -9277256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -9277262.000000 Penalty: 5363.964355
	Iteration 74Q: 3 clusters Score -9277262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -9277256.000000 Penalty: 5363.964355
	Iteration 75Q: 3 clusters Score -9277256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -9277249.000000 Penalty: 5363.964355
	Iteration 76Q: 3 clusters Score -9277249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -9277240.000000 Penalty: 5363.964355
	Iteration 77Q: 3 clusters Score -9277240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -9277219.000000 Penalty: 5363.964355
	Iteration 78Q: 3 clusters Score -9277219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -9277210.000000 Penalty: 5363.964355
	Iteration 79Q: 3 clusters Score -9277210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -9277201.000000 Penalty: 5363.964355
	Iteration 80F: 3 clusters Score -9277201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -9277206.000000 Penalty: 5363.964355
	Iteration 81Q: 3 clusters Score -9277206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -9277207.000000 Penalty: 5363.964355
	Iteration 82Q: 3 clusters Score -9277207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -9277216.000000 Penalty: 5363.964355
	Iteration 83Q: 3 clusters Score -9277216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -9277211.000000 Penalty: 5363.964355
	Iteration 84Q: 3 clusters Score -9277211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -9277219.000000 Penalty: 5363.964355
	Iteration 85Q: 3 clusters Score -9277219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -9277218.000000 Penalty: 5363.964355
	Iteration 86Q: 3 clusters Score -9277218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -9277213.000000 Penalty: 5363.964355
	Iteration 87Q: 3 clusters Score -9277213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -9277210.000000 Penalty: 5363.964355
	Iteration 88Q: 3 clusters Score -9277210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -9277203.000000 Penalty: 5363.964355
	Iteration 89Q: 3 clusters Score -9277203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -9277198.000000 Penalty: 5363.964355
	Iteration 90Q: 3 clusters Score -9277198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -9277194.000000 Penalty: 5363.964355
	Iteration 91Q: 3 clusters Score -9277194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -9277192.000000 Penalty: 5363.964355
	Iteration 92Q: 3 clusters Score -9277192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -9277204.000000 Penalty: 5363.964355
	Iteration 93Q: 3 clusters Score -9277204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -9277207.000000 Penalty: 5363.964355
	Iteration 94Q: 3 clusters Score -9277207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -9277193.000000 Penalty: 5363.964355
	Iteration 95Q: 3 clusters Score -9277193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -9277195.000000 Penalty: 5363.964355
	Iteration 96Q: 3 clusters Score -9277195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -9277196.000000 Penalty: 5363.964355
	Iteration 97Q: 3 clusters Score -9277196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -9277204.000000 Penalty: 5363.964355
	Iteration 98Q: 3 clusters Score -9277204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -9277202.000000 Penalty: 5363.964355
	Iteration 99Q: 3 clusters Score -9277202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -9277202.000000 Penalty: 5363.964355
	Iteration 100F: 3 clusters Score -9277202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -130661.554688 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -130661.6 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 456 members 
Entering Unmasked Estep 
Score: -128898.195312 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -128898.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -129269.906250 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -129269.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -129446.171875 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -129446.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -129582.023438 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -129582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -129683.351562 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -129683.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -129769.507812 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -129769.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129845.164062 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -129845.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -129893.164062 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -129893.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -129965.093750 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -129965.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -130055.898438 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -130055.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -130131.578125 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -130131.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -130204.531250 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -130204.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -130278.078125 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -130278.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -130424.335938 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -130424.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -130607.242188 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -130607.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -130767.023438 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -130767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -130863.367188 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -130863.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -130936.351562 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -130936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -130983.703125 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -130983.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -131026.796875 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -131026.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -131077.625000 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -131077.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -131214.203125 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -131214.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -131377.890625 Penalty: 3361.712646
	Iteration 22Q: 3 clusters Score -131377.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -131449.718750 Penalty: 3361.712646
	Iteration 23Q: 3 clusters Score -131449.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -131475.359375 Penalty: 3361.712646
	Iteration 24Q: 3 clusters Score -131475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -131481.703125 Penalty: 3361.712646
	Iteration 25Q: 3 clusters Score -131481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -131481.703125 Penalty: 3361.712646
	Iteration 26F: 3 clusters Score -131481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31716 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35926 members 
Mstep: Class 5 contains 48486 members 
Mstep: Class 6 contains 47815 members 
Mstep: Class 7 contains 35365 members 
Mstep: Class 8 contains 46772 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 52756 members 
Mstep: Class 11 contains 49506 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49734 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 5058 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39694 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 41448 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 51828 members 
Mstep: Class 23 contains 54731 members 
Mstep: Class 24 contains 348 members 
Entering Unmasked Estep 
Score: -110149888.000000 Penalty: 79215.406250
Splitting cluster 14 changes total score from -110150616.000000 to -110149888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Entering Unmasked Estep 
Score: -940966.187500 Penalty: 2115.124268
	Iteration 0F: 2 clusters Score -940966.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -936416.000000 Penalty: 4230.248535
	Iteration 0F: 3 clusters Score -936416 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -937487.625000 Penalty: 4230.248535
	Iteration 1F: 3 clusters Score -937487.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -937704.062500 Penalty: 4230.248535
	Iteration 2F: 3 clusters Score -937704.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -937849.750000 Penalty: 4230.248535
	Iteration 3F: 3 clusters Score -937849.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -937954.187500 Penalty: 4230.248535
	Iteration 4Q: 3 clusters Score -937954.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -938044.375000 Penalty: 4230.248535
	Iteration 5Q: 3 clusters Score -938044.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -938110.437500 Penalty: 4230.248535
	Iteration 6Q: 3 clusters Score -938110.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -938174.125000 Penalty: 4230.248535
	Iteration 7Q: 3 clusters Score -938174.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -938227.625000 Penalty: 4230.248535
	Iteration 8Q: 3 clusters Score -938227.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -938276.500000 Penalty: 4230.248535
	Iteration 9Q: 3 clusters Score -938276.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -938319.250000 Penalty: 4230.248535
	Iteration 10Q: 3 clusters Score -938319.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -938364.562500 Penalty: 4230.248535
	Iteration 11Q: 3 clusters Score -938364.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -938399.625000 Penalty: 4230.248535
	Iteration 12Q: 3 clusters Score -938399.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -938435.125000 Penalty: 4230.248535
	Iteration 13Q: 3 clusters Score -938435.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -938466.500000 Penalty: 4230.248535
	Iteration 14Q: 3 clusters Score -938466.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -938497.062500 Penalty: 4230.248535
	Iteration 15Q: 3 clusters Score -938497.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -938521.687500 Penalty: 4230.248535
	Iteration 16Q: 3 clusters Score -938521.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -938544.562500 Penalty: 4230.248535
	Iteration 17Q: 3 clusters Score -938544.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -938565.687500 Penalty: 4230.248535
	Iteration 18Q: 3 clusters Score -938565.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -938586.812500 Penalty: 4230.248535
	Iteration 19Q: 3 clusters Score -938586.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -938610.875000 Penalty: 4230.248535
	Iteration 20F: 3 clusters Score -938610.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -938637.000000 Penalty: 4230.248535
	Iteration 21Q: 3 clusters Score -938637 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -938673.750000 Penalty: 4230.248535
	Iteration 22Q: 3 clusters Score -938673.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -938722.062500 Penalty: 4230.248535
	Iteration 23Q: 3 clusters Score -938722.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -938771.687500 Penalty: 4230.248535
	Iteration 24Q: 3 clusters Score -938771.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -938822.937500 Penalty: 4230.248535
	Iteration 25Q: 3 clusters Score -938822.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -938869.187500 Penalty: 4230.248535
	Iteration 26Q: 3 clusters Score -938869.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -938899.500000 Penalty: 4230.248535
	Iteration 27Q: 3 clusters Score -938899.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -938924.812500 Penalty: 4230.248535
	Iteration 28Q: 3 clusters Score -938924.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -938950.750000 Penalty: 4230.248535
	Iteration 29Q: 3 clusters Score -938950.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -938969.500000 Penalty: 4230.248535
	Iteration 30Q: 3 clusters Score -938969.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -938993.187500 Penalty: 4230.248535
	Iteration 31Q: 3 clusters Score -938993.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -939009.312500 Penalty: 4230.248535
	Iteration 32Q: 3 clusters Score -939009.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -939029.062500 Penalty: 4230.248535
	Iteration 33Q: 3 clusters Score -939029.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -939045.000000 Penalty: 4230.248535
	Iteration 34Q: 3 clusters Score -939045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -939065.812500 Penalty: 4230.248535
	Iteration 35Q: 3 clusters Score -939065.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -939081.062500 Penalty: 4230.248535
	Iteration 36Q: 3 clusters Score -939081.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -939091.812500 Penalty: 4230.248535
	Iteration 37Q: 3 clusters Score -939091.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -939098.375000 Penalty: 4230.248535
	Iteration 38Q: 3 clusters Score -939098.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -939103.250000 Penalty: 4230.248535
	Iteration 39Q: 3 clusters Score -939103.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -939109.812500 Penalty: 4230.248535
	Iteration 40F: 3 clusters Score -939109.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -939115.437500 Penalty: 4230.248535
	Iteration 41Q: 3 clusters Score -939115.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -939119.687500 Penalty: 4230.248535
	Iteration 42Q: 3 clusters Score -939119.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -939123.812500 Penalty: 4230.248535
	Iteration 43Q: 3 clusters Score -939123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -939126.562500 Penalty: 4230.248535
	Iteration 44Q: 3 clusters Score -939126.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -939129.937500 Penalty: 4230.248535
	Iteration 45Q: 3 clusters Score -939129.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -939134.500000 Penalty: 4230.248535
	Iteration 46Q: 3 clusters Score -939134.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -939140.062500 Penalty: 4230.248535
	Iteration 47Q: 3 clusters Score -939140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -939143.875000 Penalty: 4230.248535
	Iteration 48Q: 3 clusters Score -939143.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -939144.812500 Penalty: 4230.248535
	Iteration 49Q: 3 clusters Score -939144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -939147.562500 Penalty: 4230.248535
	Iteration 50Q: 3 clusters Score -939147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -939147.562500 Penalty: 4230.248535
	Iteration 51F: 3 clusters Score -939147.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -206290.250000 Penalty: 1771.421265
	Iteration 0F: 2 clusters Score -206290.2 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 654 members 
Entering Unmasked Estep 
Score: -204151.109375 Penalty: 3542.842529
	Iteration 0F: 3 clusters Score -204151.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -204597.703125 Penalty: 3542.842529
	Iteration 1F: 3 clusters Score -204597.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -204826.359375 Penalty: 3542.842529
	Iteration 2F: 3 clusters Score -204826.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -204992.734375 Penalty: 3542.842529
	Iteration 3F: 3 clusters Score -204992.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -205089.531250 Penalty: 3542.842529
	Iteration 4Q: 3 clusters Score -205089.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -205167.828125 Penalty: 3542.842529
	Iteration 5Q: 3 clusters Score -205167.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -205218.078125 Penalty: 3542.842529
	Iteration 6Q: 3 clusters Score -205218.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -205261.078125 Penalty: 3542.842529
	Iteration 7Q: 3 clusters Score -205261.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -205292.375000 Penalty: 3542.842529
	Iteration 8Q: 3 clusters Score -205292.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -205308.812500 Penalty: 3542.842529
	Iteration 9Q: 3 clusters Score -205308.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -205330.546875 Penalty: 3542.842529
	Iteration 10Q: 3 clusters Score -205330.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -205348.828125 Penalty: 3542.842529
	Iteration 11Q: 3 clusters Score -205348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -205364.953125 Penalty: 3542.842529
	Iteration 12Q: 3 clusters Score -205365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -205378.609375 Penalty: 3542.842529
	Iteration 13Q: 3 clusters Score -205378.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -205384.140625 Penalty: 3542.842529
	Iteration 14Q: 3 clusters Score -205384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -205387.312500 Penalty: 3542.842529
	Iteration 15Q: 3 clusters Score -205387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -205391.750000 Penalty: 3542.842529
	Iteration 16Q: 3 clusters Score -205391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -205391.750000 Penalty: 3542.842529
	Iteration 17F: 3 clusters Score -205391.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Entering Unmasked Estep 
Score: -7369640.500000 Penalty: 2626.060791
	Iteration 0F: 2 clusters Score -7369640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -7343493.500000 Penalty: 5252.121582
	Iteration 0F: 3 clusters Score -7343494 nChanged 18047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -7353458.500000 Penalty: 5252.121582
	Iteration 1F: 3 clusters Score -7353458 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -7353948.000000 Penalty: 5252.121582
	Iteration 2Q: 3 clusters Score -7353948 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -7354321.500000 Penalty: 5252.121582
	Iteration 3Q: 3 clusters Score -7354322 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -7354796.000000 Penalty: 5252.121582
	Iteration 4Q: 3 clusters Score -7354796 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -7355361.000000 Penalty: 5252.121582
	Iteration 5Q: 3 clusters Score -7355361 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -7356040.500000 Penalty: 5252.121582
	Iteration 6Q: 3 clusters Score -7356040 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -7356977.000000 Penalty: 5252.121582
	Iteration 7Q: 3 clusters Score -7356977 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -7358302.000000 Penalty: 5252.121582
	Iteration 8F: 3 clusters Score -7358302 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -7360095.500000 Penalty: 5252.121582
	Iteration 9F: 3 clusters Score -7360096 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -7362139.500000 Penalty: 5252.121582
	Iteration 10F: 3 clusters Score -7362140 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -7364124.500000 Penalty: 5252.121582
	Iteration 11F: 3 clusters Score -7364124 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -7365425.500000 Penalty: 5252.121582
	Iteration 12Q: 3 clusters Score -7365426 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -7366225.500000 Penalty: 5252.121582
	Iteration 13Q: 3 clusters Score -7366226 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -7366669.500000 Penalty: 5252.121582
	Iteration 14Q: 3 clusters Score -7366670 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -7366942.500000 Penalty: 5252.121582
	Iteration 15Q: 3 clusters Score -7366942 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -7367104.500000 Penalty: 5252.121582
	Iteration 16Q: 3 clusters Score -7367104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -7367192.500000 Penalty: 5252.121582
	Iteration 17Q: 3 clusters Score -7367192 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -7367256.000000 Penalty: 5252.121582
	Iteration 18Q: 3 clusters Score -7367256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -7367292.000000 Penalty: 5252.121582
	Iteration 19Q: 3 clusters Score -7367292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -7367329.500000 Penalty: 5252.121582
	Iteration 20F: 3 clusters Score -7367330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -7367359.500000 Penalty: 5252.121582
	Iteration 21Q: 3 clusters Score -7367360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -7367374.000000 Penalty: 5252.121582
	Iteration 22Q: 3 clusters Score -7367374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -7367388.500000 Penalty: 5252.121582
	Iteration 23Q: 3 clusters Score -7367388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -7367404.500000 Penalty: 5252.121582
	Iteration 24Q: 3 clusters Score -7367404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -7367411.000000 Penalty: 5252.121582
	Iteration 25Q: 3 clusters Score -7367411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7367419.000000 Penalty: 5252.121582
	Iteration 26Q: 3 clusters Score -7367419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7367419.500000 Penalty: 5252.121582
	Iteration 27Q: 3 clusters Score -7367420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7367419.500000 Penalty: 5252.121582
	Iteration 28F: 3 clusters Score -7367420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -452095.250000 Penalty: 1949.517090
	Iteration 0F: 2 clusters Score -452095.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -449061.812500 Penalty: 3899.034180
	Iteration 0F: 3 clusters Score -449061.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -449661.968750 Penalty: 3899.034180
	Iteration 1F: 3 clusters Score -449662 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -449848.875000 Penalty: 3899.034180
	Iteration 2F: 3 clusters Score -449848.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -449985.093750 Penalty: 3899.034180
	Iteration 3F: 3 clusters Score -449985.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -450104.156250 Penalty: 3899.034180
	Iteration 4Q: 3 clusters Score -450104.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -450244.875000 Penalty: 3899.034180
	Iteration 5Q: 3 clusters Score -450244.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -450372.656250 Penalty: 3899.034180
	Iteration 6Q: 3 clusters Score -450372.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -450466.218750 Penalty: 3899.034180
	Iteration 7Q: 3 clusters Score -450466.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -450540.593750 Penalty: 3899.034180
	Iteration 8Q: 3 clusters Score -450540.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -450599.562500 Penalty: 3899.034180
	Iteration 9Q: 3 clusters Score -450599.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -450640.312500 Penalty: 3899.034180
	Iteration 10Q: 3 clusters Score -450640.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -450667.375000 Penalty: 3899.034180
	Iteration 11Q: 3 clusters Score -450667.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -450691.781250 Penalty: 3899.034180
	Iteration 12Q: 3 clusters Score -450691.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -450710.718750 Penalty: 3899.034180
	Iteration 13Q: 3 clusters Score -450710.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -450735.625000 Penalty: 3899.034180
	Iteration 14Q: 3 clusters Score -450735.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -450759.000000 Penalty: 3899.034180
	Iteration 15Q: 3 clusters Score -450759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -450778.031250 Penalty: 3899.034180
	Iteration 16Q: 3 clusters Score -450778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -450796.500000 Penalty: 3899.034180
	Iteration 17Q: 3 clusters Score -450796.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -450803.281250 Penalty: 3899.034180
	Iteration 18Q: 3 clusters Score -450803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -450804.968750 Penalty: 3899.034180
	Iteration 19Q: 3 clusters Score -450805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -450808.031250 Penalty: 3899.034180
	Iteration 20F: 3 clusters Score -450808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -450811.750000 Penalty: 3899.034180
	Iteration 21Q: 3 clusters Score -450811.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -450815.875000 Penalty: 3899.034180
	Iteration 22Q: 3 clusters Score -450815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -450819.312500 Penalty: 3899.034180
	Iteration 23Q: 3 clusters Score -450819.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -450820.687500 Penalty: 3899.034180
	Iteration 24Q: 3 clusters Score -450820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -450820.687500 Penalty: 3899.034180
	Iteration 25F: 3 clusters Score -450820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Entering Unmasked Estep 
Score: -7639142.500000 Penalty: 2636.784180
	Iteration 0F: 2 clusters Score -7639142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -7611047.000000 Penalty: 5273.568359
	Iteration 0F: 3 clusters Score -7611047 nChanged 19047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -7621396.500000 Penalty: 5273.568359
	Iteration 1F: 3 clusters Score -7621396 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -7621859.500000 Penalty: 5273.568359
	Iteration 2Q: 3 clusters Score -7621860 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -7622332.500000 Penalty: 5273.568359
	Iteration 3Q: 3 clusters Score -7622332 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -7622881.500000 Penalty: 5273.568359
	Iteration 4Q: 3 clusters Score -7622882 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -7623560.000000 Penalty: 5273.568359
	Iteration 5Q: 3 clusters Score -7623560 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -7624442.000000 Penalty: 5273.568359
	Iteration 6Q: 3 clusters Score -7624442 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -7625642.000000 Penalty: 5273.568359
	Iteration 7Q: 3 clusters Score -7625642 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -7627188.500000 Penalty: 5273.568359
	Iteration 8F: 3 clusters Score -7627188 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -7628886.500000 Penalty: 5273.568359
	Iteration 9F: 3 clusters Score -7628886 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -7630595.500000 Penalty: 5273.568359
	Iteration 10F: 3 clusters Score -7630596 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -7632107.000000 Penalty: 5273.568359
	Iteration 11Q: 3 clusters Score -7632107 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -7633430.500000 Penalty: 5273.568359
	Iteration 12Q: 3 clusters Score -7633430 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -7634419.500000 Penalty: 5273.568359
	Iteration 13Q: 3 clusters Score -7634420 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -7635173.500000 Penalty: 5273.568359
	Iteration 14Q: 3 clusters Score -7635174 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -7635669.000000 Penalty: 5273.568359
	Iteration 15Q: 3 clusters Score -7635669 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -7636032.500000 Penalty: 5273.568359
	Iteration 16Q: 3 clusters Score -7636032 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -7636327.000000 Penalty: 5273.568359
	Iteration 17Q: 3 clusters Score -7636327 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -7636517.000000 Penalty: 5273.568359
	Iteration 18Q: 3 clusters Score -7636517 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -7636620.000000 Penalty: 5273.568359
	Iteration 19Q: 3 clusters Score -7636620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7636684.500000 Penalty: 5273.568359
	Iteration 20F: 3 clusters Score -7636684 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -7636733.000000 Penalty: 5273.568359
	Iteration 21Q: 3 clusters Score -7636733 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -7636782.500000 Penalty: 5273.568359
	Iteration 22Q: 3 clusters Score -7636782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -7636808.500000 Penalty: 5273.568359
	Iteration 23Q: 3 clusters Score -7636808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -7636821.000000 Penalty: 5273.568359
	Iteration 24Q: 3 clusters Score -7636821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -7636851.000000 Penalty: 5273.568359
	Iteration 25Q: 3 clusters Score -7636851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -7636861.000000 Penalty: 5273.568359
	Iteration 26Q: 3 clusters Score -7636861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -7636868.000000 Penalty: 5273.568359
	Iteration 27Q: 3 clusters Score -7636868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -7636874.000000 Penalty: 5273.568359
	Iteration 28Q: 3 clusters Score -7636874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -7636878.000000 Penalty: 5273.568359
	Iteration 29Q: 3 clusters Score -7636878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -7636887.500000 Penalty: 5273.568359
	Iteration 30Q: 3 clusters Score -7636888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -7636894.500000 Penalty: 5273.568359
	Iteration 31Q: 3 clusters Score -7636894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -7636896.500000 Penalty: 5273.568359
	Iteration 32Q: 3 clusters Score -7636896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -7636898.500000 Penalty: 5273.568359
	Iteration 33Q: 3 clusters Score -7636898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -7636900.000000 Penalty: 5273.568359
	Iteration 34Q: 3 clusters Score -7636900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -7636900.000000 Penalty: 5273.568359
	Iteration 35F: 3 clusters Score -7636900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -78630.640625 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -78630.64 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 240 members 
Entering Unmasked Estep 
Score: -77229.328125 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -77229.33 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77595.328125 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -77595.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77835.687500 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -77835.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77963.117188 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -77963.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78003.960938 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -78003.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78033.085938 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -78033.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78044.515625 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -78044.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78044.515625 Penalty: 3059.088379
	Iteration 7F: 3 clusters Score -78044.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -230123.328125 Penalty: 1782.539062
	Iteration 0F: 2 clusters Score -230123.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -227991.671875 Penalty: 3565.078125
	Iteration 0F: 3 clusters Score -227991.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -228547.968750 Penalty: 3565.078125
	Iteration 1F: 3 clusters Score -228548 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -228837.671875 Penalty: 3565.078125
	Iteration 2F: 3 clusters Score -228837.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -228993.859375 Penalty: 3565.078125
	Iteration 3F: 3 clusters Score -228993.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -229087.078125 Penalty: 3565.078125
	Iteration 4Q: 3 clusters Score -229087.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -229133.937500 Penalty: 3565.078125
	Iteration 5Q: 3 clusters Score -229133.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -229162.015625 Penalty: 3565.078125
	Iteration 6Q: 3 clusters Score -229162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -229185.453125 Penalty: 3565.078125
	Iteration 7Q: 3 clusters Score -229185.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -229201.234375 Penalty: 3565.078125
	Iteration 8Q: 3 clusters Score -229201.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -229215.687500 Penalty: 3565.078125
	Iteration 9Q: 3 clusters Score -229215.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -229226.906250 Penalty: 3565.078125
	Iteration 10Q: 3 clusters Score -229226.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -229234.031250 Penalty: 3565.078125
	Iteration 11Q: 3 clusters Score -229234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -229244.750000 Penalty: 3565.078125
	Iteration 12Q: 3 clusters Score -229244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -229255.250000 Penalty: 3565.078125
	Iteration 13Q: 3 clusters Score -229255.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -229269.515625 Penalty: 3565.078125
	Iteration 14Q: 3 clusters Score -229269.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -229291.203125 Penalty: 3565.078125
	Iteration 15Q: 3 clusters Score -229291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -229313.640625 Penalty: 3565.078125
	Iteration 16Q: 3 clusters Score -229313.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -229332.734375 Penalty: 3565.078125
	Iteration 17Q: 3 clusters Score -229332.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -229352.953125 Penalty: 3565.078125
	Iteration 18Q: 3 clusters Score -229353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -229391.234375 Penalty: 3565.078125
	Iteration 19Q: 3 clusters Score -229391.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229442.359375 Penalty: 3565.078125
	Iteration 20F: 3 clusters Score -229442.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -229487.125000 Penalty: 3565.078125
	Iteration 21Q: 3 clusters Score -229487.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -229513.968750 Penalty: 3565.078125
	Iteration 22Q: 3 clusters Score -229514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229529.953125 Penalty: 3565.078125
	Iteration 23Q: 3 clusters Score -229530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229553.921875 Penalty: 3565.078125
	Iteration 24Q: 3 clusters Score -229553.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -229593.062500 Penalty: 3565.078125
	Iteration 25Q: 3 clusters Score -229593.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -229619.609375 Penalty: 3565.078125
	Iteration 26Q: 3 clusters Score -229619.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -229638.953125 Penalty: 3565.078125
	Iteration 27Q: 3 clusters Score -229639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -229653.093750 Penalty: 3565.078125
	Iteration 28Q: 3 clusters Score -229653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -229658.515625 Penalty: 3565.078125
	Iteration 29Q: 3 clusters Score -229658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -229663.937500 Penalty: 3565.078125
	Iteration 30Q: 3 clusters Score -229663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -229666.515625 Penalty: 3565.078125
	Iteration 31Q: 3 clusters Score -229666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -229667.531250 Penalty: 3565.078125
	Iteration 32Q: 3 clusters Score -229667.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -229667.531250 Penalty: 3565.078125
	Iteration 33F: 3 clusters Score -229667.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Entering Unmasked Estep 
Score: -9727134.000000 Penalty: 2692.210205
	Iteration 0F: 2 clusters Score -9727134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -9695828.000000 Penalty: 5384.420410
	Iteration 0F: 3 clusters Score -9695828 nChanged 23842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -9708911.000000 Penalty: 5384.420410
	Iteration 1F: 3 clusters Score -9708911 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -9709637.000000 Penalty: 5384.420410
	Iteration 2Q: 3 clusters Score -9709637 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -9710393.000000 Penalty: 5384.420410
	Iteration 3Q: 3 clusters Score -9710393 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -9711207.000000 Penalty: 5384.420410
	Iteration 4Q: 3 clusters Score -9711207 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -9712103.000000 Penalty: 5384.420410
	Iteration 5Q: 3 clusters Score -9712103 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -9713297.000000 Penalty: 5384.420410
	Iteration 6Q: 3 clusters Score -9713297 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -9714744.000000 Penalty: 5384.420410
	Iteration 7F: 3 clusters Score -9714744 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -9716507.000000 Penalty: 5384.420410
	Iteration 8F: 3 clusters Score -9716507 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -9718657.000000 Penalty: 5384.420410
	Iteration 9F: 3 clusters Score -9718657 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -9720829.000000 Penalty: 5384.420410
	Iteration 10F: 3 clusters Score -9720829 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -9722469.000000 Penalty: 5384.420410
	Iteration 11Q: 3 clusters Score -9722469 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -9723596.000000 Penalty: 5384.420410
	Iteration 12Q: 3 clusters Score -9723596 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -9724261.000000 Penalty: 5384.420410
	Iteration 13Q: 3 clusters Score -9724261 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -9724480.000000 Penalty: 5384.420410
	Iteration 14Q: 3 clusters Score -9724480 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -9724688.000000 Penalty: 5384.420410
	Iteration 15Q: 3 clusters Score -9724688 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -9724829.000000 Penalty: 5384.420410
	Iteration 16Q: 3 clusters Score -9724829 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -9724921.000000 Penalty: 5384.420410
	Iteration 17Q: 3 clusters Score -9724921 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -9724935.000000 Penalty: 5384.420410
	Iteration 18Q: 3 clusters Score -9724935 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -9724971.000000 Penalty: 5384.420410
	Iteration 19Q: 3 clusters Score -9724971 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -9724992.000000 Penalty: 5384.420410
	Iteration 20F: 3 clusters Score -9724992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -9725025.000000 Penalty: 5384.420410
	Iteration 21Q: 3 clusters Score -9725025 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -9725022.000000 Penalty: 5384.420410
	Iteration 22Q: 3 clusters Score -9725022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -9725065.000000 Penalty: 5384.420410
	Iteration 23Q: 3 clusters Score -9725065 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -9725045.000000 Penalty: 5384.420410
	Iteration 24Q: 3 clusters Score -9725045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -9725048.000000 Penalty: 5384.420410
	Iteration 25Q: 3 clusters Score -9725048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -9725055.000000 Penalty: 5384.420410
	Iteration 26Q: 3 clusters Score -9725055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -9725055.000000 Penalty: 5384.420410
	Iteration 27Q: 3 clusters Score -9725055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -9725066.000000 Penalty: 5384.420410
	Iteration 28Q: 3 clusters Score -9725066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -9725053.000000 Penalty: 5384.420410
	Iteration 29Q: 3 clusters Score -9725053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -9725058.000000 Penalty: 5384.420410
	Iteration 30Q: 3 clusters Score -9725058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -9725065.000000 Penalty: 5384.420410
	Iteration 31Q: 3 clusters Score -9725065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -9725067.000000 Penalty: 5384.420410
	Iteration 32Q: 3 clusters Score -9725067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -9725069.000000 Penalty: 5384.420410
	Iteration 33Q: 3 clusters Score -9725069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -9725080.000000 Penalty: 5384.420410
	Iteration 34Q: 3 clusters Score -9725080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -9725071.000000 Penalty: 5384.420410
	Iteration 35Q: 3 clusters Score -9725071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -9725085.000000 Penalty: 5384.420410
	Iteration 36Q: 3 clusters Score -9725085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -9725091.000000 Penalty: 5384.420410
	Iteration 37Q: 3 clusters Score -9725091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -9725093.000000 Penalty: 5384.420410
	Iteration 38Q: 3 clusters Score -9725093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -9725088.000000 Penalty: 5384.420410
	Iteration 39Q: 3 clusters Score -9725088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -9725088.000000 Penalty: 5384.420410
	Iteration 40F: 3 clusters Score -9725088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -9725084.000000 Penalty: 5384.420410
	Iteration 41Q: 3 clusters Score -9725084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -9725091.000000 Penalty: 5384.420410
	Iteration 42Q: 3 clusters Score -9725091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -9725091.000000 Penalty: 5384.420410
	Iteration 43F: 3 clusters Score -9725091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (54731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Entering Unmasked Estep 
Score: -10275747.000000 Penalty: 2705.726074
	Iteration 0F: 2 clusters Score -1.027575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -10244392.000000 Penalty: 5411.452148
	Iteration 0F: 3 clusters Score -1.024439e+07 nChanged 25231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -10258298.000000 Penalty: 5411.452148
	Iteration 1F: 3 clusters Score -1.02583e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -10258840.000000 Penalty: 5411.452148
	Iteration 2Q: 3 clusters Score -1.025884e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -10259369.000000 Penalty: 5411.452148
	Iteration 3Q: 3 clusters Score -1.025937e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -10259988.000000 Penalty: 5411.452148
	Iteration 4Q: 3 clusters Score -1.025999e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -10260744.000000 Penalty: 5411.452148
	Iteration 5Q: 3 clusters Score -1.026074e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -10261976.000000 Penalty: 5411.452148
	Iteration 6Q: 3 clusters Score -1.026198e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -10263788.000000 Penalty: 5411.452148
	Iteration 7F: 3 clusters Score -1.026379e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -10266299.000000 Penalty: 5411.452148
	Iteration 8F: 3 clusters Score -1.02663e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -10269327.000000 Penalty: 5411.452148
	Iteration 9F: 3 clusters Score -1.026933e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -10271516.000000 Penalty: 5411.452148
	Iteration 10F: 3 clusters Score -1.027152e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -10272567.000000 Penalty: 5411.452148
	Iteration 11Q: 3 clusters Score -1.027257e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -10272989.000000 Penalty: 5411.452148
	Iteration 12Q: 3 clusters Score -1.027299e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -10273256.000000 Penalty: 5411.452148
	Iteration 13Q: 3 clusters Score -1.027326e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -10273401.000000 Penalty: 5411.452148
	Iteration 14Q: 3 clusters Score -1.02734e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -10273470.000000 Penalty: 5411.452148
	Iteration 15Q: 3 clusters Score -1.027347e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -10273495.000000 Penalty: 5411.452148
	Iteration 16Q: 3 clusters Score -1.02735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -10273509.000000 Penalty: 5411.452148
	Iteration 17Q: 3 clusters Score -1.027351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -10273508.000000 Penalty: 5411.452148
	Iteration 18Q: 3 clusters Score -1.027351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -10273513.000000 Penalty: 5411.452148
	Iteration 19Q: 3 clusters Score -1.027351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -10273513.000000 Penalty: 5411.452148
	Iteration 20F: 3 clusters Score -1.027351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -10273509.000000 Penalty: 5411.452148
	Iteration 21Q: 3 clusters Score -1.027351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -10273514.000000 Penalty: 5411.452148
	Iteration 22Q: 3 clusters Score -1.027351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -10273514.000000 Penalty: 5411.452148
	Iteration 23F: 3 clusters Score -1.027351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31716 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35926 members 
Mstep: Class 5 contains 48486 members 
Mstep: Class 6 contains 47815 members 
Mstep: Class 7 contains 35365 members 
Mstep: Class 8 contains 46772 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 52756 members 
Mstep: Class 11 contains 49506 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49734 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5058 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39694 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 41448 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 51828 members 
Mstep: Class 23 contains 54731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150792.000000 Penalty: 75914.765625
Iteration 119Q: 24 clusters Score -1.101508e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31707 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36018 members 
Mstep: Class 5 contains 48481 members 
Mstep: Class 6 contains 47860 members 
Mstep: Class 7 contains 35317 members 
Mstep: Class 8 contains 46767 members 
Mstep: Class 9 contains 3773 members 
Mstep: Class 10 contains 52757 members 
Mstep: Class 11 contains 49516 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49716 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39600 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 41539 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 51789 members 
Mstep: Class 23 contains 54666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150784.000000 Penalty: 75914.765625
Iteration 120F: 24 clusters Score -1.101508e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31700 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36128 members 
Mstep: Class 5 contains 48463 members 
Mstep: Class 6 contains 47890 members 
Mstep: Class 7 contains 35311 members 
Mstep: Class 8 contains 46752 members 
Mstep: Class 9 contains 3788 members 
Mstep: Class 10 contains 52736 members 
Mstep: Class 11 contains 49535 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49676 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5094 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39497 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 41627 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 51760 members 
Mstep: Class 23 contains 54623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150792.000000 Penalty: 75914.765625
Iteration 121Q: 24 clusters Score -1.101508e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31679 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36208 members 
Mstep: Class 5 contains 48455 members 
Mstep: Class 6 contains 47892 members 
Mstep: Class 7 contains 35301 members 
Mstep: Class 8 contains 46739 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 52715 members 
Mstep: Class 11 contains 49523 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49642 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5101 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39390 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 41728 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 51781 members 
Mstep: Class 23 contains 54621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151096.000000 Penalty: 75914.765625
Iteration 122Q: 24 clusters Score -1.101511e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31658 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36267 members 
Mstep: Class 5 contains 48455 members 
Mstep: Class 6 contains 47908 members 
Mstep: Class 7 contains 35284 members 
Mstep: Class 8 contains 46736 members 
Mstep: Class 9 contains 3823 members 
Mstep: Class 10 contains 52726 members 
Mstep: Class 11 contains 49531 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49591 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5116 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39302 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 41800 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 51780 members 
Mstep: Class 23 contains 54603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151128.000000 Penalty: 75914.765625
Iteration 123Q: 24 clusters Score -1.101511e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31650 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36331 members 
Mstep: Class 5 contains 48440 members 
Mstep: Class 6 contains 47919 members 
Mstep: Class 7 contains 35241 members 
Mstep: Class 8 contains 46672 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 52747 members 
Mstep: Class 11 contains 49547 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49584 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39227 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 41877 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51723 members 
Mstep: Class 23 contains 54661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151504.000000 Penalty: 75914.765625
Iteration 124Q: 24 clusters Score -1.101515e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31646 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36401 members 
Mstep: Class 5 contains 48417 members 
Mstep: Class 6 contains 47933 members 
Mstep: Class 7 contains 35174 members 
Mstep: Class 8 contains 46658 members 
Mstep: Class 9 contains 3842 members 
Mstep: Class 10 contains 52708 members 
Mstep: Class 11 contains 49532 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49594 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39167 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 41971 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51766 members 
Mstep: Class 23 contains 54615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151448.000000 Penalty: 75914.765625
Iteration 125Q: 24 clusters Score -1.101514e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31652 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36469 members 
Mstep: Class 5 contains 48416 members 
Mstep: Class 6 contains 47949 members 
Mstep: Class 7 contains 35137 members 
Mstep: Class 8 contains 46649 members 
Mstep: Class 9 contains 3854 members 
Mstep: Class 10 contains 52643 members 
Mstep: Class 11 contains 49512 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49622 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5175 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39080 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 42048 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51764 members 
Mstep: Class 23 contains 54609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151784.000000 Penalty: 75914.765625
Iteration 126Q: 24 clusters Score -1.101518e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31661 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36564 members 
Mstep: Class 5 contains 48377 members 
Mstep: Class 6 contains 47963 members 
Mstep: Class 7 contains 35085 members 
Mstep: Class 8 contains 46621 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 52604 members 
Mstep: Class 11 contains 49502 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49642 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5200 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39025 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 42122 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51758 members 
Mstep: Class 23 contains 54587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151848.000000 Penalty: 75914.765625
Iteration 127Q: 24 clusters Score -1.101518e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31657 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36647 members 
Mstep: Class 5 contains 48355 members 
Mstep: Class 6 contains 47973 members 
Mstep: Class 7 contains 35041 members 
Mstep: Class 8 contains 46607 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 52555 members 
Mstep: Class 11 contains 49500 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49690 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5226 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38956 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 42194 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51769 members 
Mstep: Class 23 contains 54534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151896.000000 Penalty: 75914.765625
Iteration 128Q: 24 clusters Score -1.101519e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31655 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36730 members 
Mstep: Class 5 contains 48335 members 
Mstep: Class 6 contains 47977 members 
Mstep: Class 7 contains 34999 members 
Mstep: Class 8 contains 46668 members 
Mstep: Class 9 contains 3886 members 
Mstep: Class 10 contains 52496 members 
Mstep: Class 11 contains 49473 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5254 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38893 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 42252 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51793 members 
Mstep: Class 23 contains 54446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152136.000000 Penalty: 75914.765625
Iteration 129Q: 24 clusters Score -1.101521e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31660 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36795 members 
Mstep: Class 5 contains 48309 members 
Mstep: Class 6 contains 47984 members 
Mstep: Class 7 contains 34958 members 
Mstep: Class 8 contains 46657 members 
Mstep: Class 9 contains 3897 members 
Mstep: Class 10 contains 52546 members 
Mstep: Class 11 contains 49452 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49767 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5289 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38832 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 42290 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51782 members 
Mstep: Class 23 contains 54364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152184.000000 Penalty: 75914.765625
Iteration 130Q: 24 clusters Score -1.101522e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31662 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36844 members 
Mstep: Class 5 contains 48292 members 
Mstep: Class 6 contains 47998 members 
Mstep: Class 7 contains 34918 members 
Mstep: Class 8 contains 46645 members 
Mstep: Class 9 contains 3906 members 
Mstep: Class 10 contains 52522 members 
Mstep: Class 11 contains 49446 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49759 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5327 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38753 members 
Mstep: Class 18 contains 2589 members 
Mstep: Class 19 contains 42364 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51793 members 
Mstep: Class 23 contains 54355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152336.000000 Penalty: 75914.765625
Iteration 131Q: 24 clusters Score -1.101523e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31660 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36925 members 
Mstep: Class 5 contains 48260 members 
Mstep: Class 6 contains 47994 members 
Mstep: Class 7 contains 34878 members 
Mstep: Class 8 contains 46655 members 
Mstep: Class 9 contains 3917 members 
Mstep: Class 10 contains 52475 members 
Mstep: Class 11 contains 49406 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49799 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5349 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38682 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 42438 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 51774 members 
Mstep: Class 23 contains 54372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152328.000000 Penalty: 75914.765625
Iteration 132Q: 24 clusters Score -1.101523e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31664 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37014 members 
Mstep: Class 5 contains 48262 members 
Mstep: Class 6 contains 47999 members 
Mstep: Class 7 contains 34805 members 
Mstep: Class 8 contains 46622 members 
Mstep: Class 9 contains 3931 members 
Mstep: Class 10 contains 52415 members 
Mstep: Class 11 contains 49379 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49821 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38646 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 42510 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51766 members 
Mstep: Class 23 contains 54366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152360.000000 Penalty: 75914.765625
Iteration 133Q: 24 clusters Score -1.101524e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31656 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37110 members 
Mstep: Class 5 contains 48266 members 
Mstep: Class 6 contains 47996 members 
Mstep: Class 7 contains 34765 members 
Mstep: Class 8 contains 46641 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 52371 members 
Mstep: Class 11 contains 49368 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49822 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38604 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 42591 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51735 members 
Mstep: Class 23 contains 54315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152480.000000 Penalty: 75914.765625
Iteration 134Q: 24 clusters Score -1.101525e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31645 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37212 members 
Mstep: Class 5 contains 48259 members 
Mstep: Class 6 contains 47987 members 
Mstep: Class 7 contains 34724 members 
Mstep: Class 8 contains 46704 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 52348 members 
Mstep: Class 11 contains 49368 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49809 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5409 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38570 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 42667 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 51687 members 
Mstep: Class 23 contains 54241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152344.000000 Penalty: 75914.765625
Iteration 135Q: 24 clusters Score -1.101523e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31643 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37307 members 
Mstep: Class 5 contains 48253 members 
Mstep: Class 6 contains 47983 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 46751 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 52327 members 
Mstep: Class 11 contains 49328 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49790 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5424 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38505 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 42731 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51652 members 
Mstep: Class 23 contains 54249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152312.000000 Penalty: 75914.765625
Iteration 136Q: 24 clusters Score -1.101523e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31637 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37423 members 
Mstep: Class 5 contains 48242 members 
Mstep: Class 6 contains 47966 members 
Mstep: Class 7 contains 34627 members 
Mstep: Class 8 contains 46803 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 52266 members 
Mstep: Class 11 contains 49329 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49770 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38455 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 42810 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51585 members 
Mstep: Class 23 contains 54256 members 
Entering Unmasked Estep 
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Iteration 137Q: 24 clusters Score -1.101527e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31638 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37530 members 
Mstep: Class 5 contains 48235 members 
Mstep: Class 6 contains 47941 members 
Mstep: Class 7 contains 34585 members 
Mstep: Class 8 contains 46849 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 52247 members 
Mstep: Class 11 contains 49311 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49748 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5449 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38396 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 42857 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51544 members 
Mstep: Class 23 contains 54265 members 
Entering Unmasked Estep 
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Iteration 138Q: 24 clusters Score -1.101529e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31639 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37650 members 
Mstep: Class 5 contains 48218 members 
Mstep: Class 6 contains 47901 members 
Mstep: Class 7 contains 34543 members 
Mstep: Class 8 contains 46879 members 
Mstep: Class 9 contains 4004 members 
Mstep: Class 10 contains 52272 members 
Mstep: Class 11 contains 49290 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49706 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5457 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38344 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 42907 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51496 members 
Mstep: Class 23 contains 54277 members 
Entering Unmasked Estep 
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Iteration 139Q: 24 clusters Score -1.101526e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31645 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37754 members 
Mstep: Class 5 contains 48204 members 
Mstep: Class 6 contains 47873 members 
Mstep: Class 7 contains 34504 members 
Mstep: Class 8 contains 46850 members 
Mstep: Class 9 contains 4025 members 
Mstep: Class 10 contains 52305 members 
Mstep: Class 11 contains 49250 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49666 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38289 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 42955 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51491 members 
Mstep: Class 23 contains 54304 members 
Entering Unmasked Estep 
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Score: -110152512.000000 Penalty: 75914.765625
Iteration 140F: 24 clusters Score -1.101525e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31652 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37835 members 
Mstep: Class 5 contains 48221 members 
Mstep: Class 6 contains 47858 members 
Mstep: Class 7 contains 34445 members 
Mstep: Class 8 contains 46819 members 
Mstep: Class 9 contains 4043 members 
Mstep: Class 10 contains 52301 members 
Mstep: Class 11 contains 49236 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49660 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 43007 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51489 members 
Mstep: Class 23 contains 54348 members 
Entering Unmasked Estep 
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Iteration 141Q: 24 clusters Score -1.101525e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31656 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37912 members 
Mstep: Class 5 contains 48236 members 
Mstep: Class 6 contains 47864 members 
Mstep: Class 7 contains 34404 members 
Mstep: Class 8 contains 46800 members 
Mstep: Class 9 contains 4058 members 
Mstep: Class 10 contains 52304 members 
Mstep: Class 11 contains 49221 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49639 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5478 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38123 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 43049 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51474 members 
Mstep: Class 23 contains 54365 members 
Entering Unmasked Estep 
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Iteration 142Q: 24 clusters Score -1.101525e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31653 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37978 members 
Mstep: Class 5 contains 48230 members 
Mstep: Class 6 contains 47867 members 
Mstep: Class 7 contains 34343 members 
Mstep: Class 8 contains 46807 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 52267 members 
Mstep: Class 11 contains 49230 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49616 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 38040 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 43119 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51449 members 
Mstep: Class 23 contains 54417 members 
Entering Unmasked Estep 
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Iteration 143Q: 24 clusters Score -1.101525e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31659 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38038 members 
Mstep: Class 5 contains 48242 members 
Mstep: Class 6 contains 47854 members 
Mstep: Class 7 contains 34299 members 
Mstep: Class 8 contains 46794 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 52234 members 
Mstep: Class 11 contains 49254 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49574 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5494 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 37959 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 43177 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 51451 members 
Mstep: Class 23 contains 54461 members 
Entering Unmasked Estep 
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Iteration 144Q: 24 clusters Score -1.101524e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31657 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38082 members 
Mstep: Class 5 contains 48234 members 
Mstep: Class 6 contains 47850 members 
Mstep: Class 7 contains 34271 members 
Mstep: Class 8 contains 46821 members 
Mstep: Class 9 contains 4105 members 
Mstep: Class 10 contains 52176 members 
Mstep: Class 11 contains 49281 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49586 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 43228 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 51463 members 
Mstep: Class 23 contains 54461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152776.000000 Penalty: 75914.765625
Iteration 145Q: 24 clusters Score -1.101528e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31658 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38120 members 
Mstep: Class 5 contains 48236 members 
Mstep: Class 6 contains 47849 members 
Mstep: Class 7 contains 34225 members 
Mstep: Class 8 contains 46829 members 
Mstep: Class 9 contains 4117 members 
Mstep: Class 10 contains 52134 members 
Mstep: Class 11 contains 49277 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49596 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 37786 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 43312 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 51489 members 
Mstep: Class 23 contains 54467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153088.000000 Penalty: 75914.765625
Iteration 146Q: 24 clusters Score -1.101531e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31658 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38150 members 
Mstep: Class 5 contains 48244 members 
Mstep: Class 6 contains 47848 members 
Mstep: Class 7 contains 34196 members 
Mstep: Class 8 contains 46841 members 
Mstep: Class 9 contains 4130 members 
Mstep: Class 10 contains 52089 members 
Mstep: Class 11 contains 49267 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49614 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 37689 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 43389 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 51489 members 
Mstep: Class 23 contains 54486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153048.000000 Penalty: 75914.765625
Iteration 147Q: 24 clusters Score -1.10153e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31657 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38185 members 
Mstep: Class 5 contains 48253 members 
Mstep: Class 6 contains 47857 members 
Mstep: Class 7 contains 34193 members 
Mstep: Class 8 contains 46815 members 
Mstep: Class 9 contains 4148 members 
Mstep: Class 10 contains 52110 members 
Mstep: Class 11 contains 49247 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49612 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5507 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 37588 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 43453 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 51482 members 
Mstep: Class 23 contains 54475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153136.000000 Penalty: 75914.765625
Iteration 148Q: 24 clusters Score -1.101531e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31654 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38225 members 
Mstep: Class 5 contains 48246 members 
Mstep: Class 6 contains 47863 members 
Mstep: Class 7 contains 34189 members 
Mstep: Class 8 contains 46793 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 10 contains 52099 members 
Mstep: Class 11 contains 49232 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49621 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5522 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 37504 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 43530 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51469 members 
Mstep: Class 23 contains 54470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153392.000000 Penalty: 75914.765625
Iteration 149Q: 24 clusters Score -1.101534e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31663 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38242 members 
Mstep: Class 5 contains 48245 members 
Mstep: Class 6 contains 47847 members 
Mstep: Class 7 contains 34173 members 
Mstep: Class 8 contains 46818 members 
Mstep: Class 9 contains 4175 members 
Mstep: Class 10 contains 52105 members 
Mstep: Class 11 contains 49231 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49653 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5529 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 37416 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 43601 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 51431 members 
Mstep: Class 23 contains 54456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153336.000000 Penalty: 75914.765625
Iteration 150Q: 24 clusters Score -1.101533e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31659 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 48256 members 
Mstep: Class 6 contains 47825 members 
Mstep: Class 7 contains 34148 members 
Mstep: Class 8 contains 46816 members 
Mstep: Class 9 contains 4190 members 
Mstep: Class 10 contains 52112 members 
Mstep: Class 11 contains 49225 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49662 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 37341 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 43672 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 51393 members 
Mstep: Class 23 contains 54489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153576.000000 Penalty: 75914.765625
Iteration 151Q: 24 clusters Score -1.101536e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31650 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38278 members 
Mstep: Class 5 contains 48280 members 
Mstep: Class 6 contains 47810 members 
Mstep: Class 7 contains 34124 members 
Mstep: Class 8 contains 46837 members 
Mstep: Class 9 contains 4204 members 
Mstep: Class 10 contains 52114 members 
Mstep: Class 11 contains 49223 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49673 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5544 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 37242 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 43762 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 51372 members 
Mstep: Class 23 contains 54475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153368.000000 Penalty: 75914.765625
Iteration 152Q: 24 clusters Score -1.101534e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31643 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38305 members 
Mstep: Class 5 contains 48286 members 
Mstep: Class 6 contains 47807 members 
Mstep: Class 7 contains 34092 members 
Mstep: Class 8 contains 46852 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 52167 members 
Mstep: Class 11 contains 49189 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49686 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5543 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 37159 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 43856 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 51341 members 
Mstep: Class 23 contains 54449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153568.000000 Penalty: 75914.765625
Iteration 153Q: 24 clusters Score -1.101536e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31641 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38311 members 
Mstep: Class 5 contains 48272 members 
Mstep: Class 6 contains 47803 members 
Mstep: Class 7 contains 34088 members 
Mstep: Class 8 contains 46849 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 10 contains 52213 members 
Mstep: Class 11 contains 49162 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49685 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5540 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 37097 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 43943 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 51334 members 
Mstep: Class 23 contains 54432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153696.000000 Penalty: 75914.765625
Iteration 154Q: 24 clusters Score -1.101537e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31637 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38319 members 
Mstep: Class 5 contains 48275 members 
Mstep: Class 6 contains 47796 members 
Mstep: Class 7 contains 34074 members 
Mstep: Class 8 contains 46848 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 10 contains 52253 members 
Mstep: Class 11 contains 49152 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49690 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5549 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 37028 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 44023 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51303 members 
Mstep: Class 23 contains 54420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153760.000000 Penalty: 75914.765625
Iteration 155Q: 24 clusters Score -1.101538e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31650 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38337 members 
Mstep: Class 5 contains 48251 members 
Mstep: Class 6 contains 47796 members 
Mstep: Class 7 contains 34054 members 
Mstep: Class 8 contains 46835 members 
Mstep: Class 9 contains 4233 members 
Mstep: Class 10 contains 52300 members 
Mstep: Class 11 contains 49161 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49710 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5555 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 36952 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 44084 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51292 members 
Mstep: Class 23 contains 54377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153744.000000 Penalty: 75914.765625
Iteration 156Q: 24 clusters Score -1.101537e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31656 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38343 members 
Mstep: Class 5 contains 48224 members 
Mstep: Class 6 contains 47800 members 
Mstep: Class 7 contains 34033 members 
Mstep: Class 8 contains 46814 members 
Mstep: Class 9 contains 4246 members 
Mstep: Class 10 contains 52327 members 
Mstep: Class 11 contains 49150 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49709 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 36903 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 44144 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 51250 members 
Mstep: Class 23 contains 54432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153904.000000 Penalty: 75914.765625
Iteration 157Q: 24 clusters Score -1.101539e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31664 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38330 members 
Mstep: Class 5 contains 48201 members 
Mstep: Class 6 contains 47794 members 
Mstep: Class 7 contains 34031 members 
Mstep: Class 8 contains 46802 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 52352 members 
Mstep: Class 11 contains 49163 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49715 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5555 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 36865 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 44198 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 51184 members 
Mstep: Class 23 contains 54470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154072.000000 Penalty: 75914.765625
Iteration 158Q: 24 clusters Score -1.101541e+08 nChanged 964
Entering ConstructFrom: 
Score: -110154072.000000 Penalty: 75914.765625
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23298.146484 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -23298.15 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 137 members 
Entering Unmasked Estep 
Score: -22225.775391 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -22225.78 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22408.593750 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -22408.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22522.105469 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -22522.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22597.548828 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -22597.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22656.267578 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -22656.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22693.808594 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -22693.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22696.714844 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -22696.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22709.570312 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -22709.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22728.431641 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -22728.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22728.431641 Penalty: 2822.418457
	Iteration 9F: 3 clusters Score -22728.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Entering Unmasked Estep 
Score: -5716940.500000 Penalty: 2570.008057
	Iteration 0F: 2 clusters Score -5716940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -5695256.000000 Penalty: 5140.016113
	Iteration 0F: 3 clusters Score -5695256 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -5702982.000000 Penalty: 5140.016113
	Iteration 1F: 3 clusters Score -5702982 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -5703372.000000 Penalty: 5140.016113
	Iteration 2Q: 3 clusters Score -5703372 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -5703764.500000 Penalty: 5140.016113
	Iteration 3Q: 3 clusters Score -5703764 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -5704161.500000 Penalty: 5140.016113
	Iteration 4Q: 3 clusters Score -5704162 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -5704720.500000 Penalty: 5140.016113
	Iteration 5Q: 3 clusters Score -5704720 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -5705639.000000 Penalty: 5140.016113
	Iteration 6F: 3 clusters Score -5705639 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -5707063.000000 Penalty: 5140.016113
	Iteration 7F: 3 clusters Score -5707063 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -5709022.500000 Penalty: 5140.016113
	Iteration 8F: 3 clusters Score -5709022 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -5711246.500000 Penalty: 5140.016113
	Iteration 9F: 3 clusters Score -5711246 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5713004.000000 Penalty: 5140.016113
	Iteration 10F: 3 clusters Score -5713004 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5713967.500000 Penalty: 5140.016113
	Iteration 11Q: 3 clusters Score -5713968 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5714399.500000 Penalty: 5140.016113
	Iteration 12Q: 3 clusters Score -5714400 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5714520.000000 Penalty: 5140.016113
	Iteration 13Q: 3 clusters Score -5714520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5714585.000000 Penalty: 5140.016113
	Iteration 14Q: 3 clusters Score -5714585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5714627.000000 Penalty: 5140.016113
	Iteration 15Q: 3 clusters Score -5714627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5714657.500000 Penalty: 5140.016113
	Iteration 16Q: 3 clusters Score -5714658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5714680.500000 Penalty: 5140.016113
	Iteration 17Q: 3 clusters Score -5714680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5714692.000000 Penalty: 5140.016113
	Iteration 18Q: 3 clusters Score -5714692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5714700.000000 Penalty: 5140.016113
	Iteration 19Q: 3 clusters Score -5714700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5714712.000000 Penalty: 5140.016113
	Iteration 20F: 3 clusters Score -5714712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5714719.000000 Penalty: 5140.016113
	Iteration 21Q: 3 clusters Score -5714719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5714724.000000 Penalty: 5140.016113
	Iteration 22Q: 3 clusters Score -5714724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5714725.000000 Penalty: 5140.016113
	Iteration 23Q: 3 clusters Score -5714725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5714726.000000 Penalty: 5140.016113
	Iteration 24Q: 3 clusters Score -5714726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5714726.000000 Penalty: 5140.016113
	Iteration 25F: 3 clusters Score -5714726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -52064.167969 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -52064.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50636.195312 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -50636.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51102.281250 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -51102.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51307.609375 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -51307.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51463.148438 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -51463.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51557.597656 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -51557.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51647.710938 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -51647.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51711.664062 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -51711.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51740.117188 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -51740.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51760.984375 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -51760.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51786.207031 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -51786.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51812.855469 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -51812.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51830.796875 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -51830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51840.359375 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -51840.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51857.828125 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -51857.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51866.863281 Penalty: 3064.260254
	Iteration 14Q: 3 clusters Score -51866.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51869.593750 Penalty: 3064.260254
	Iteration 15F: 3 clusters Score -51869.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51880.285156 Penalty: 3064.260254
	Iteration 16Q: 3 clusters Score -51880.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51881.976562 Penalty: 3064.260254
	Iteration 17Q: 3 clusters Score -51881.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51881.976562 Penalty: 3064.260254
	Iteration 18F: 3 clusters Score -51881.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Entering Unmasked Estep 
Score: -7138619.500000 Penalty: 2617.440918
	Iteration 0F: 2 clusters Score -7138620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -7112680.000000 Penalty: 5234.881836
	Iteration 0F: 3 clusters Score -7112680 nChanged 17543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -7122268.500000 Penalty: 5234.881836
	Iteration 1F: 3 clusters Score -7122268 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -7122985.500000 Penalty: 5234.881836
	Iteration 2Q: 3 clusters Score -7122986 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -7123840.000000 Penalty: 5234.881836
	Iteration 3Q: 3 clusters Score -7123840 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -7124942.000000 Penalty: 5234.881836
	Iteration 4Q: 3 clusters Score -7124942 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -7126130.000000 Penalty: 5234.881836
	Iteration 5F: 3 clusters Score -7126130 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -7127592.500000 Penalty: 5234.881836
	Iteration 6F: 3 clusters Score -7127592 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -7129270.500000 Penalty: 5234.881836
	Iteration 7F: 3 clusters Score -7129270 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -7131175.500000 Penalty: 5234.881836
	Iteration 8F: 3 clusters Score -7131176 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -7132904.500000 Penalty: 5234.881836
	Iteration 9F: 3 clusters Score -7132904 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -7134015.500000 Penalty: 5234.881836
	Iteration 10Q: 3 clusters Score -7134016 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -7134542.500000 Penalty: 5234.881836
	Iteration 11Q: 3 clusters Score -7134542 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -7134836.000000 Penalty: 5234.881836
	Iteration 12Q: 3 clusters Score -7134836 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -7135056.500000 Penalty: 5234.881836
	Iteration 13Q: 3 clusters Score -7135056 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -7135180.500000 Penalty: 5234.881836
	Iteration 14Q: 3 clusters Score -7135180 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -7135333.000000 Penalty: 5234.881836
	Iteration 15Q: 3 clusters Score -7135333 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -7135413.000000 Penalty: 5234.881836
	Iteration 16Q: 3 clusters Score -7135413 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -7135514.000000 Penalty: 5234.881836
	Iteration 17Q: 3 clusters Score -7135514 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -7135629.500000 Penalty: 5234.881836
	Iteration 18Q: 3 clusters Score -7135630 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -7135695.500000 Penalty: 5234.881836
	Iteration 19Q: 3 clusters Score -7135696 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -7135790.000000 Penalty: 5234.881836
	Iteration 20F: 3 clusters Score -7135790 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -7135910.000000 Penalty: 5234.881836
	Iteration 21Q: 3 clusters Score -7135910 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -7136014.000000 Penalty: 5234.881836
	Iteration 22Q: 3 clusters Score -7136014 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -7136109.000000 Penalty: 5234.881836
	Iteration 23Q: 3 clusters Score -7136109 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -7136148.500000 Penalty: 5234.881836
	Iteration 24Q: 3 clusters Score -7136148 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -7136252.500000 Penalty: 5234.881836
	Iteration 25Q: 3 clusters Score -7136252 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -7136356.000000 Penalty: 5234.881836
	Iteration 26Q: 3 clusters Score -7136356 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -7136413.500000 Penalty: 5234.881836
	Iteration 27Q: 3 clusters Score -7136414 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -7136499.000000 Penalty: 5234.881836
	Iteration 28Q: 3 clusters Score -7136499 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -7136566.500000 Penalty: 5234.881836
	Iteration 29Q: 3 clusters Score -7136566 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -7136615.500000 Penalty: 5234.881836
	Iteration 30Q: 3 clusters Score -7136616 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -7136724.500000 Penalty: 5234.881836
	Iteration 31Q: 3 clusters Score -7136724 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -7136801.500000 Penalty: 5234.881836
	Iteration 32Q: 3 clusters Score -7136802 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -7136829.500000 Penalty: 5234.881836
	Iteration 33Q: 3 clusters Score -7136830 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -7136859.500000 Penalty: 5234.881836
	Iteration 34Q: 3 clusters Score -7136860 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -7136888.000000 Penalty: 5234.881836
	Iteration 35Q: 3 clusters Score -7136888 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -7136960.000000 Penalty: 5234.881836
	Iteration 36Q: 3 clusters Score -7136960 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -7136986.000000 Penalty: 5234.881836
	Iteration 37Q: 3 clusters Score -7136986 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -7137046.500000 Penalty: 5234.881836
	Iteration 38Q: 3 clusters Score -7137046 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -7137047.500000 Penalty: 5234.881836
	Iteration 39Q: 3 clusters Score -7137048 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -7137062.500000 Penalty: 5234.881836
	Iteration 40F: 3 clusters Score -7137062 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -7137084.500000 Penalty: 5234.881836
	Iteration 41Q: 3 clusters Score -7137084 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -7137076.500000 Penalty: 5234.881836
	Iteration 42Q: 3 clusters Score -7137076 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -7137102.500000 Penalty: 5234.881836
	Iteration 43Q: 3 clusters Score -7137102 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -7137127.500000 Penalty: 5234.881836
	Iteration 44Q: 3 clusters Score -7137128 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -7137121.500000 Penalty: 5234.881836
	Iteration 45Q: 3 clusters Score -7137122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -7137149.500000 Penalty: 5234.881836
	Iteration 46Q: 3 clusters Score -7137150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -7137152.000000 Penalty: 5234.881836
	Iteration 47Q: 3 clusters Score -7137152 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -7137164.000000 Penalty: 5234.881836
	Iteration 48Q: 3 clusters Score -7137164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -7137167.000000 Penalty: 5234.881836
	Iteration 49Q: 3 clusters Score -7137167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -7137157.500000 Penalty: 5234.881836
	Iteration 50Q: 3 clusters Score -7137158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -7137139.500000 Penalty: 5234.881836
	Iteration 51Q: 3 clusters Score -7137140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -7137146.000000 Penalty: 5234.881836
	Iteration 52Q: 3 clusters Score -7137146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -7137151.000000 Penalty: 5234.881836
	Iteration 53Q: 3 clusters Score -7137151 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -7137161.500000 Penalty: 5234.881836
	Iteration 54Q: 3 clusters Score -7137162 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -7137156.000000 Penalty: 5234.881836
	Iteration 55Q: 3 clusters Score -7137156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -7137156.500000 Penalty: 5234.881836
	Iteration 56Q: 3 clusters Score -7137156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -7137172.500000 Penalty: 5234.881836
	Iteration 57Q: 3 clusters Score -7137172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -7137195.500000 Penalty: 5234.881836
	Iteration 58Q: 3 clusters Score -7137196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -7137200.000000 Penalty: 5234.881836
	Iteration 59Q: 3 clusters Score -7137200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -7137188.000000 Penalty: 5234.881836
	Iteration 60F: 3 clusters Score -7137188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -7137213.500000 Penalty: 5234.881836
	Iteration 61Q: 3 clusters Score -7137214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -7137215.000000 Penalty: 5234.881836
	Iteration 62Q: 3 clusters Score -7137215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -7137212.500000 Penalty: 5234.881836
	Iteration 63Q: 3 clusters Score -7137212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -7137219.000000 Penalty: 5234.881836
	Iteration 64Q: 3 clusters Score -7137219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -7137217.000000 Penalty: 5234.881836
	Iteration 65Q: 3 clusters Score -7137217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -7137227.500000 Penalty: 5234.881836
	Iteration 66Q: 3 clusters Score -7137228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -7137219.000000 Penalty: 5234.881836
	Iteration 67Q: 3 clusters Score -7137219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -7137231.000000 Penalty: 5234.881836
	Iteration 68Q: 3 clusters Score -7137231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -7137216.000000 Penalty: 5234.881836
	Iteration 69Q: 3 clusters Score -7137216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -7137219.500000 Penalty: 5234.881836
	Iteration 70Q: 3 clusters Score -7137220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -7137225.000000 Penalty: 5234.881836
	Iteration 71Q: 3 clusters Score -7137225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -7137218.500000 Penalty: 5234.881836
	Iteration 72Q: 3 clusters Score -7137218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -7137220.500000 Penalty: 5234.881836
	Iteration 73Q: 3 clusters Score -7137220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -7137204.000000 Penalty: 5234.881836
	Iteration 74Q: 3 clusters Score -7137204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -7137217.000000 Penalty: 5234.881836
	Iteration 75Q: 3 clusters Score -7137217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -7137230.000000 Penalty: 5234.881836
	Iteration 76Q: 3 clusters Score -7137230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -7137231.000000 Penalty: 5234.881836
	Iteration 77Q: 3 clusters Score -7137231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -7137229.500000 Penalty: 5234.881836
	Iteration 78Q: 3 clusters Score -7137230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -7137233.500000 Penalty: 5234.881836
	Iteration 79Q: 3 clusters Score -7137234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -7137233.500000 Penalty: 5234.881836
	Iteration 80F: 3 clusters Score -7137234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Entering Unmasked Estep 
Score: -8876732.000000 Penalty: 2674.171143
	Iteration 0F: 2 clusters Score -8876732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -8844613.000000 Penalty: 5348.342285
	Iteration 0F: 3 clusters Score -8844613 nChanged 22261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -8856986.000000 Penalty: 5348.342285
	Iteration 1F: 3 clusters Score -8856986 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -8857421.000000 Penalty: 5348.342285
	Iteration 2Q: 3 clusters Score -8857421 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -8857916.000000 Penalty: 5348.342285
	Iteration 3Q: 3 clusters Score -8857916 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -8858419.000000 Penalty: 5348.342285
	Iteration 4Q: 3 clusters Score -8858419 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -8859097.000000 Penalty: 5348.342285
	Iteration 5Q: 3 clusters Score -8859097 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -8860104.000000 Penalty: 5348.342285
	Iteration 6Q: 3 clusters Score -8860104 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -8861740.000000 Penalty: 5348.342285
	Iteration 7F: 3 clusters Score -8861740 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -8864162.000000 Penalty: 5348.342285
	Iteration 8F: 3 clusters Score -8864162 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -8867228.000000 Penalty: 5348.342285
	Iteration 9F: 3 clusters Score -8867228 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -8870005.000000 Penalty: 5348.342285
	Iteration 10F: 3 clusters Score -8870005 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -8872001.000000 Penalty: 5348.342285
	Iteration 11Q: 3 clusters Score -8872001 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8873294.000000 Penalty: 5348.342285
	Iteration 12Q: 3 clusters Score -8873294 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8874087.000000 Penalty: 5348.342285
	Iteration 13Q: 3 clusters Score -8874087 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8874624.000000 Penalty: 5348.342285
	Iteration 14Q: 3 clusters Score -8874624 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8874900.000000 Penalty: 5348.342285
	Iteration 15Q: 3 clusters Score -8874900 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8875070.000000 Penalty: 5348.342285
	Iteration 16Q: 3 clusters Score -8875070 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8875153.000000 Penalty: 5348.342285
	Iteration 17Q: 3 clusters Score -8875153 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8875194.000000 Penalty: 5348.342285
	Iteration 18Q: 3 clusters Score -8875194 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8875230.000000 Penalty: 5348.342285
	Iteration 19Q: 3 clusters Score -8875230 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8875241.000000 Penalty: 5348.342285
	Iteration 20F: 3 clusters Score -8875241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8875265.000000 Penalty: 5348.342285
	Iteration 21Q: 3 clusters Score -8875265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8875263.000000 Penalty: 5348.342285
	Iteration 22Q: 3 clusters Score -8875263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8875262.000000 Penalty: 5348.342285
	Iteration 23Q: 3 clusters Score -8875262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8875265.000000 Penalty: 5348.342285
	Iteration 24Q: 3 clusters Score -8875265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8875263.000000 Penalty: 5348.342285
	Iteration 25Q: 3 clusters Score -8875263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8875268.000000 Penalty: 5348.342285
	Iteration 26Q: 3 clusters Score -8875268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8875271.000000 Penalty: 5348.342285
	Iteration 27Q: 3 clusters Score -8875271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8875274.000000 Penalty: 5348.342285
	Iteration 28Q: 3 clusters Score -8875274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8875269.000000 Penalty: 5348.342285
	Iteration 29Q: 3 clusters Score -8875269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8875257.000000 Penalty: 5348.342285
	Iteration 30Q: 3 clusters Score -8875257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8875255.000000 Penalty: 5348.342285
	Iteration 31Q: 3 clusters Score -8875255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8875251.000000 Penalty: 5348.342285
	Iteration 32Q: 3 clusters Score -8875251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8875258.000000 Penalty: 5348.342285
	Iteration 33Q: 3 clusters Score -8875258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8875253.000000 Penalty: 5348.342285
	Iteration 34Q: 3 clusters Score -8875253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8875249.000000 Penalty: 5348.342285
	Iteration 35Q: 3 clusters Score -8875249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8875257.000000 Penalty: 5348.342285
	Iteration 36Q: 3 clusters Score -8875257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8875259.000000 Penalty: 5348.342285
	Iteration 37Q: 3 clusters Score -8875259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8875250.000000 Penalty: 5348.342285
	Iteration 38Q: 3 clusters Score -8875250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8875255.000000 Penalty: 5348.342285
	Iteration 39Q: 3 clusters Score -8875255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8875254.000000 Penalty: 5348.342285
	Iteration 40F: 3 clusters Score -8875254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8875250.000000 Penalty: 5348.342285
	Iteration 41Q: 3 clusters Score -8875250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8875253.000000 Penalty: 5348.342285
	Iteration 42Q: 3 clusters Score -8875253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8875254.000000 Penalty: 5348.342285
	Iteration 43Q: 3 clusters Score -8875254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8875254.000000 Penalty: 5348.342285
	Iteration 44F: 3 clusters Score -8875254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Entering Unmasked Estep 
Score: -8905773.000000 Penalty: 2672.114502
	Iteration 0F: 2 clusters Score -8905773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -8875698.000000 Penalty: 5344.229004
	Iteration 0F: 3 clusters Score -8875698 nChanged 22018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -8887850.000000 Penalty: 5344.229004
	Iteration 1F: 3 clusters Score -8887850 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -8888432.000000 Penalty: 5344.229004
	Iteration 2Q: 3 clusters Score -8888432 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -8889126.000000 Penalty: 5344.229004
	Iteration 3Q: 3 clusters Score -8889126 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -8889943.000000 Penalty: 5344.229004
	Iteration 4Q: 3 clusters Score -8889943 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -8891005.000000 Penalty: 5344.229004
	Iteration 5Q: 3 clusters Score -8891005 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -8892347.000000 Penalty: 5344.229004
	Iteration 6Q: 3 clusters Score -8892347 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -8893903.000000 Penalty: 5344.229004
	Iteration 7F: 3 clusters Score -8893903 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -8895519.000000 Penalty: 5344.229004
	Iteration 8F: 3 clusters Score -8895519 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -8897063.000000 Penalty: 5344.229004
	Iteration 9F: 3 clusters Score -8897063 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -8898290.000000 Penalty: 5344.229004
	Iteration 10F: 3 clusters Score -8898290 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -8899066.000000 Penalty: 5344.229004
	Iteration 11Q: 3 clusters Score -8899066 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -8899425.000000 Penalty: 5344.229004
	Iteration 12Q: 3 clusters Score -8899425 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -8899643.000000 Penalty: 5344.229004
	Iteration 13Q: 3 clusters Score -8899643 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -8899759.000000 Penalty: 5344.229004
	Iteration 14Q: 3 clusters Score -8899759 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -8899805.000000 Penalty: 5344.229004
	Iteration 15Q: 3 clusters Score -8899805 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -8899876.000000 Penalty: 5344.229004
	Iteration 16Q: 3 clusters Score -8899876 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -8899933.000000 Penalty: 5344.229004
	Iteration 17Q: 3 clusters Score -8899933 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -8900006.000000 Penalty: 5344.229004
	Iteration 18Q: 3 clusters Score -8900006 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -8900049.000000 Penalty: 5344.229004
	Iteration 19Q: 3 clusters Score -8900049 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -8900122.000000 Penalty: 5344.229004
	Iteration 20F: 3 clusters Score -8900122 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -8900188.000000 Penalty: 5344.229004
	Iteration 21Q: 3 clusters Score -8900188 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -8900274.000000 Penalty: 5344.229004
	Iteration 22Q: 3 clusters Score -8900274 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -8900343.000000 Penalty: 5344.229004
	Iteration 23Q: 3 clusters Score -8900343 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -8900393.000000 Penalty: 5344.229004
	Iteration 24Q: 3 clusters Score -8900393 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -8900422.000000 Penalty: 5344.229004
	Iteration 25Q: 3 clusters Score -8900422 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -8900461.000000 Penalty: 5344.229004
	Iteration 26Q: 3 clusters Score -8900461 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -8900548.000000 Penalty: 5344.229004
	Iteration 27Q: 3 clusters Score -8900548 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -8900590.000000 Penalty: 5344.229004
	Iteration 28Q: 3 clusters Score -8900590 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -8900667.000000 Penalty: 5344.229004
	Iteration 29Q: 3 clusters Score -8900667 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -8900701.000000 Penalty: 5344.229004
	Iteration 30Q: 3 clusters Score -8900701 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -8900772.000000 Penalty: 5344.229004
	Iteration 31Q: 3 clusters Score -8900772 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -8900835.000000 Penalty: 5344.229004
	Iteration 32Q: 3 clusters Score -8900835 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -8900905.000000 Penalty: 5344.229004
	Iteration 33Q: 3 clusters Score -8900905 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -8900980.000000 Penalty: 5344.229004
	Iteration 34Q: 3 clusters Score -8900980 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -8901045.000000 Penalty: 5344.229004
	Iteration 35Q: 3 clusters Score -8901045 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -8901060.000000 Penalty: 5344.229004
	Iteration 36Q: 3 clusters Score -8901060 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -8901145.000000 Penalty: 5344.229004
	Iteration 37Q: 3 clusters Score -8901145 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -8901181.000000 Penalty: 5344.229004
	Iteration 38Q: 3 clusters Score -8901181 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -8901238.000000 Penalty: 5344.229004
	Iteration 39Q: 3 clusters Score -8901238 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -8901246.000000 Penalty: 5344.229004
	Iteration 40F: 3 clusters Score -8901246 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -8901358.000000 Penalty: 5344.229004
	Iteration 41Q: 3 clusters Score -8901358 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -8901468.000000 Penalty: 5344.229004
	Iteration 42Q: 3 clusters Score -8901468 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -8901619.000000 Penalty: 5344.229004
	Iteration 43Q: 3 clusters Score -8901619 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -8901753.000000 Penalty: 5344.229004
	Iteration 44Q: 3 clusters Score -8901753 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -8901922.000000 Penalty: 5344.229004
	Iteration 45Q: 3 clusters Score -8901922 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -8902112.000000 Penalty: 5344.229004
	Iteration 46Q: 3 clusters Score -8902112 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -8902254.000000 Penalty: 5344.229004
	Iteration 47Q: 3 clusters Score -8902254 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -8902474.000000 Penalty: 5344.229004
	Iteration 48Q: 3 clusters Score -8902474 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -8902719.000000 Penalty: 5344.229004
	Iteration 49Q: 3 clusters Score -8902719 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -8902985.000000 Penalty: 5344.229004
	Iteration 50Q: 3 clusters Score -8902985 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -8903235.000000 Penalty: 5344.229004
	Iteration 51Q: 3 clusters Score -8903235 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -8903411.000000 Penalty: 5344.229004
	Iteration 52Q: 3 clusters Score -8903411 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -8903464.000000 Penalty: 5344.229004
	Iteration 53Q: 3 clusters Score -8903464 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -8903528.000000 Penalty: 5344.229004
	Iteration 54Q: 3 clusters Score -8903528 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -8903574.000000 Penalty: 5344.229004
	Iteration 55Q: 3 clusters Score -8903574 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -8903590.000000 Penalty: 5344.229004
	Iteration 56Q: 3 clusters Score -8903590 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -8903622.000000 Penalty: 5344.229004
	Iteration 57Q: 3 clusters Score -8903622 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -8903631.000000 Penalty: 5344.229004
	Iteration 58Q: 3 clusters Score -8903631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -8903628.000000 Penalty: 5344.229004
	Iteration 59Q: 3 clusters Score -8903628 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -8903942.000000 Penalty: 5344.229004
	Iteration 60F: 3 clusters Score -8903942 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -8904112.000000 Penalty: 5344.229004
	Iteration 61Q: 3 clusters Score -8904112 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -8904211.000000 Penalty: 5344.229004
	Iteration 62Q: 3 clusters Score -8904211 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8904279.000000 Penalty: 5344.229004
	Iteration 63Q: 3 clusters Score -8904279 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8904280.000000 Penalty: 5344.229004
	Iteration 64Q: 3 clusters Score -8904280 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8904316.000000 Penalty: 5344.229004
	Iteration 65Q: 3 clusters Score -8904316 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8904319.000000 Penalty: 5344.229004
	Iteration 66Q: 3 clusters Score -8904319 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8904284.000000 Penalty: 5344.229004
	Iteration 67Q: 3 clusters Score -8904284 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8904320.000000 Penalty: 5344.229004
	Iteration 68Q: 3 clusters Score -8904320 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8904315.000000 Penalty: 5344.229004
	Iteration 69Q: 3 clusters Score -8904315 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8904336.000000 Penalty: 5344.229004
	Iteration 70Q: 3 clusters Score -8904336 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8904317.000000 Penalty: 5344.229004
	Iteration 71Q: 3 clusters Score -8904317 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8904309.000000 Penalty: 5344.229004
	Iteration 72Q: 3 clusters Score -8904309 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8904286.000000 Penalty: 5344.229004
	Iteration 73Q: 3 clusters Score -8904286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8904277.000000 Penalty: 5344.229004
	Iteration 74Q: 3 clusters Score -8904277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8904270.000000 Penalty: 5344.229004
	Iteration 75Q: 3 clusters Score -8904270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8904279.000000 Penalty: 5344.229004
	Iteration 76Q: 3 clusters Score -8904279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8904275.000000 Penalty: 5344.229004
	Iteration 77Q: 3 clusters Score -8904275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8904281.000000 Penalty: 5344.229004
	Iteration 78Q: 3 clusters Score -8904281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8904262.000000 Penalty: 5344.229004
	Iteration 79Q: 3 clusters Score -8904262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8904275.000000 Penalty: 5344.229004
	Iteration 80F: 3 clusters Score -8904275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8904280.000000 Penalty: 5344.229004
	Iteration 81Q: 3 clusters Score -8904280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8904283.000000 Penalty: 5344.229004
	Iteration 82Q: 3 clusters Score -8904283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8904281.000000 Penalty: 5344.229004
	Iteration 83Q: 3 clusters Score -8904281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8904271.000000 Penalty: 5344.229004
	Iteration 84Q: 3 clusters Score -8904271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8904277.000000 Penalty: 5344.229004
	Iteration 85Q: 3 clusters Score -8904277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8904271.000000 Penalty: 5344.229004
	Iteration 86Q: 3 clusters Score -8904271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8904266.000000 Penalty: 5344.229004
	Iteration 87Q: 3 clusters Score -8904266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8904270.000000 Penalty: 5344.229004
	Iteration 88Q: 3 clusters Score -8904270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8904270.000000 Penalty: 5344.229004
	Iteration 89F: 3 clusters Score -8904270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Entering Unmasked Estep 
Score: -6304709.000000 Penalty: 2587.843018
	Iteration 0F: 2 clusters Score -6304709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -6281562.500000 Penalty: 5175.686035
	Iteration 0F: 3 clusters Score -6281562 nChanged 15469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -6289729.000000 Penalty: 5175.686035
	Iteration 1F: 3 clusters Score -6289729 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -6290186.500000 Penalty: 5175.686035
	Iteration 2Q: 3 clusters Score -6290186 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -6290528.000000 Penalty: 5175.686035
	Iteration 3Q: 3 clusters Score -6290528 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -6290869.000000 Penalty: 5175.686035
	Iteration 4Q: 3 clusters Score -6290869 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -6291163.500000 Penalty: 5175.686035
	Iteration 5Q: 3 clusters Score -6291164 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -6291449.500000 Penalty: 5175.686035
	Iteration 6Q: 3 clusters Score -6291450 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -6291839.000000 Penalty: 5175.686035
	Iteration 7Q: 3 clusters Score -6291839 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -6292378.500000 Penalty: 5175.686035
	Iteration 8Q: 3 clusters Score -6292378 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -6293130.000000 Penalty: 5175.686035
	Iteration 9Q: 3 clusters Score -6293130 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -6294159.500000 Penalty: 5175.686035
	Iteration 10Q: 3 clusters Score -6294160 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -6295441.000000 Penalty: 5175.686035
	Iteration 11F: 3 clusters Score -6295441 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -6296656.000000 Penalty: 5175.686035
	Iteration 12F: 3 clusters Score -6296656 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -6297736.500000 Penalty: 5175.686035
	Iteration 13Q: 3 clusters Score -6297736 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -6298621.500000 Penalty: 5175.686035
	Iteration 14Q: 3 clusters Score -6298622 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -6299259.500000 Penalty: 5175.686035
	Iteration 15Q: 3 clusters Score -6299260 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -6299765.000000 Penalty: 5175.686035
	Iteration 16Q: 3 clusters Score -6299765 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -6300199.500000 Penalty: 5175.686035
	Iteration 17Q: 3 clusters Score -6300200 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -6300573.000000 Penalty: 5175.686035
	Iteration 18Q: 3 clusters Score -6300573 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6300949.500000 Penalty: 5175.686035
	Iteration 19Q: 3 clusters Score -6300950 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -6301316.500000 Penalty: 5175.686035
	Iteration 20F: 3 clusters Score -6301316 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6301651.500000 Penalty: 5175.686035
	Iteration 21Q: 3 clusters Score -6301652 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6301935.500000 Penalty: 5175.686035
	Iteration 22Q: 3 clusters Score -6301936 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6302131.500000 Penalty: 5175.686035
	Iteration 23Q: 3 clusters Score -6302132 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6302300.000000 Penalty: 5175.686035
	Iteration 24Q: 3 clusters Score -6302300 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6302422.500000 Penalty: 5175.686035
	Iteration 25Q: 3 clusters Score -6302422 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6302490.500000 Penalty: 5175.686035
	Iteration 26Q: 3 clusters Score -6302490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6302548.500000 Penalty: 5175.686035
	Iteration 27Q: 3 clusters Score -6302548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6302616.500000 Penalty: 5175.686035
	Iteration 28Q: 3 clusters Score -6302616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6302643.000000 Penalty: 5175.686035
	Iteration 29Q: 3 clusters Score -6302643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6302681.000000 Penalty: 5175.686035
	Iteration 30Q: 3 clusters Score -6302681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6302692.500000 Penalty: 5175.686035
	Iteration 31Q: 3 clusters Score -6302692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6302719.500000 Penalty: 5175.686035
	Iteration 32Q: 3 clusters Score -6302720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6302714.000000 Penalty: 5175.686035
	Iteration 33Q: 3 clusters Score -6302714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6302727.000000 Penalty: 5175.686035
	Iteration 34Q: 3 clusters Score -6302727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6302739.500000 Penalty: 5175.686035
	Iteration 35Q: 3 clusters Score -6302740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6302740.500000 Penalty: 5175.686035
	Iteration 36Q: 3 clusters Score -6302740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6302733.500000 Penalty: 5175.686035
	Iteration 37Q: 3 clusters Score -6302734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6302741.500000 Penalty: 5175.686035
	Iteration 38Q: 3 clusters Score -6302742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6302739.500000 Penalty: 5175.686035
	Iteration 39Q: 3 clusters Score -6302740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6302732.000000 Penalty: 5175.686035
	Iteration 40F: 3 clusters Score -6302732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6302741.000000 Penalty: 5175.686035
	Iteration 41Q: 3 clusters Score -6302741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6302749.000000 Penalty: 5175.686035
	Iteration 42Q: 3 clusters Score -6302749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6302754.000000 Penalty: 5175.686035
	Iteration 43Q: 3 clusters Score -6302754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6302747.000000 Penalty: 5175.686035
	Iteration 44Q: 3 clusters Score -6302747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6302758.000000 Penalty: 5175.686035
	Iteration 45Q: 3 clusters Score -6302758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6302752.000000 Penalty: 5175.686035
	Iteration 46Q: 3 clusters Score -6302752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6302758.500000 Penalty: 5175.686035
	Iteration 47Q: 3 clusters Score -6302758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6302760.500000 Penalty: 5175.686035
	Iteration 48Q: 3 clusters Score -6302760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6302765.500000 Penalty: 5175.686035
	Iteration 49Q: 3 clusters Score -6302766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6302763.000000 Penalty: 5175.686035
	Iteration 50Q: 3 clusters Score -6302763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6302758.000000 Penalty: 5175.686035
	Iteration 51Q: 3 clusters Score -6302758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6302764.500000 Penalty: 5175.686035
	Iteration 52Q: 3 clusters Score -6302764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6302768.000000 Penalty: 5175.686035
	Iteration 53Q: 3 clusters Score -6302768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6302769.000000 Penalty: 5175.686035
	Iteration 54Q: 3 clusters Score -6302769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6302768.000000 Penalty: 5175.686035
	Iteration 55Q: 3 clusters Score -6302768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6302768.000000 Penalty: 5175.686035
	Iteration 56F: 3 clusters Score -6302768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Entering Unmasked Estep 
Score: -8717180.000000 Penalty: 2666.859863
	Iteration 0F: 2 clusters Score -8717180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -8686629.000000 Penalty: 5333.719727
	Iteration 0F: 3 clusters Score -8686629 nChanged 21537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -8698566.000000 Penalty: 5333.719727
	Iteration 1F: 3 clusters Score -8698566 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -8699239.000000 Penalty: 5333.719727
	Iteration 2Q: 3 clusters Score -8699239 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -8700229.000000 Penalty: 5333.719727
	Iteration 3Q: 3 clusters Score -8700229 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -8701644.000000 Penalty: 5333.719727
	Iteration 4F: 3 clusters Score -8701644 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -8703794.000000 Penalty: 5333.719727
	Iteration 5F: 3 clusters Score -8703794 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -8706599.000000 Penalty: 5333.719727
	Iteration 6F: 3 clusters Score -8706599 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -8709929.000000 Penalty: 5333.719727
	Iteration 7F: 3 clusters Score -8709929 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -8712941.000000 Penalty: 5333.719727
	Iteration 8F: 3 clusters Score -8712941 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -8714776.000000 Penalty: 5333.719727
	Iteration 9Q: 3 clusters Score -8714776 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -8715581.000000 Penalty: 5333.719727
	Iteration 10Q: 3 clusters Score -8715581 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -8715831.000000 Penalty: 5333.719727
	Iteration 11Q: 3 clusters Score -8715831 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -8715972.000000 Penalty: 5333.719727
	Iteration 12Q: 3 clusters Score -8715972 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -8716121.000000 Penalty: 5333.719727
	Iteration 13Q: 3 clusters Score -8716121 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -8716193.000000 Penalty: 5333.719727
	Iteration 14Q: 3 clusters Score -8716193 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -8716230.000000 Penalty: 5333.719727
	Iteration 15Q: 3 clusters Score -8716230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -8716262.000000 Penalty: 5333.719727
	Iteration 16Q: 3 clusters Score -8716262 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -8716273.000000 Penalty: 5333.719727
	Iteration 17Q: 3 clusters Score -8716273 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -8716272.000000 Penalty: 5333.719727
	Iteration 18Q: 3 clusters Score -8716272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -8716296.000000 Penalty: 5333.719727
	Iteration 19Q: 3 clusters Score -8716296 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -8716286.000000 Penalty: 5333.719727
	Iteration 20F: 3 clusters Score -8716286 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -8716287.000000 Penalty: 5333.719727
	Iteration 21Q: 3 clusters Score -8716287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -8716294.000000 Penalty: 5333.719727
	Iteration 22Q: 3 clusters Score -8716294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -8716296.000000 Penalty: 5333.719727
	Iteration 23Q: 3 clusters Score -8716296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -8716295.000000 Penalty: 5333.719727
	Iteration 24Q: 3 clusters Score -8716295 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -8716311.000000 Penalty: 5333.719727
	Iteration 25Q: 3 clusters Score -8716311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -8716308.000000 Penalty: 5333.719727
	Iteration 26Q: 3 clusters Score -8716308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -8716323.000000 Penalty: 5333.719727
	Iteration 27Q: 3 clusters Score -8716323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -8716329.000000 Penalty: 5333.719727
	Iteration 28Q: 3 clusters Score -8716329 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -8716331.000000 Penalty: 5333.719727
	Iteration 29Q: 3 clusters Score -8716331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -8716339.000000 Penalty: 5333.719727
	Iteration 30Q: 3 clusters Score -8716339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -8716328.000000 Penalty: 5333.719727
	Iteration 31Q: 3 clusters Score -8716328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -8716332.000000 Penalty: 5333.719727
	Iteration 32Q: 3 clusters Score -8716332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -8716338.000000 Penalty: 5333.719727
	Iteration 33Q: 3 clusters Score -8716338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -8716345.000000 Penalty: 5333.719727
	Iteration 34Q: 3 clusters Score -8716345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -8716341.000000 Penalty: 5333.719727
	Iteration 35Q: 3 clusters Score -8716341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -8716343.000000 Penalty: 5333.719727
	Iteration 36Q: 3 clusters Score -8716343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -8716347.000000 Penalty: 5333.719727
	Iteration 37Q: 3 clusters Score -8716347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -8716355.000000 Penalty: 5333.719727
	Iteration 38Q: 3 clusters Score -8716355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -8716373.000000 Penalty: 5333.719727
	Iteration 39Q: 3 clusters Score -8716373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -8716377.000000 Penalty: 5333.719727
	Iteration 40F: 3 clusters Score -8716377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -8716371.000000 Penalty: 5333.719727
	Iteration 41Q: 3 clusters Score -8716371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -8716355.000000 Penalty: 5333.719727
	Iteration 42Q: 3 clusters Score -8716355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -8716363.000000 Penalty: 5333.719727
	Iteration 43Q: 3 clusters Score -8716363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -8716362.000000 Penalty: 5333.719727
	Iteration 44Q: 3 clusters Score -8716362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -8716366.000000 Penalty: 5333.719727
	Iteration 45Q: 3 clusters Score -8716366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -8716373.000000 Penalty: 5333.719727
	Iteration 46Q: 3 clusters Score -8716373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -8716373.000000 Penalty: 5333.719727
	Iteration 47Q: 3 clusters Score -8716373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -8716384.000000 Penalty: 5333.719727
	Iteration 48Q: 3 clusters Score -8716384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -8716389.000000 Penalty: 5333.719727
	Iteration 49Q: 3 clusters Score -8716389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -8716376.000000 Penalty: 5333.719727
	Iteration 50Q: 3 clusters Score -8716376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -8716395.000000 Penalty: 5333.719727
	Iteration 51Q: 3 clusters Score -8716395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -8716397.000000 Penalty: 5333.719727
	Iteration 52Q: 3 clusters Score -8716397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -8716395.000000 Penalty: 5333.719727
	Iteration 53Q: 3 clusters Score -8716395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -8716398.000000 Penalty: 5333.719727
	Iteration 54Q: 3 clusters Score -8716398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -8716401.000000 Penalty: 5333.719727
	Iteration 55Q: 3 clusters Score -8716401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -8716401.000000 Penalty: 5333.719727
	Iteration 56Q: 3 clusters Score -8716401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -8716403.000000 Penalty: 5333.719727
	Iteration 57Q: 3 clusters Score -8716403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -8716400.000000 Penalty: 5333.719727
	Iteration 58Q: 3 clusters Score -8716400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -8716396.000000 Penalty: 5333.719727
	Iteration 59Q: 3 clusters Score -8716396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -8716397.000000 Penalty: 5333.719727
	Iteration 60F: 3 clusters Score -8716397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -8716397.000000 Penalty: 5333.719727
	Iteration 61Q: 3 clusters Score -8716397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -8716403.000000 Penalty: 5333.719727
	Iteration 62Q: 3 clusters Score -8716403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -8716403.000000 Penalty: 5333.719727
	Iteration 63Q: 3 clusters Score -8716403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -8716419.000000 Penalty: 5333.719727
	Iteration 64Q: 3 clusters Score -8716419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -8716418.000000 Penalty: 5333.719727
	Iteration 65Q: 3 clusters Score -8716418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -8716429.000000 Penalty: 5333.719727
	Iteration 66Q: 3 clusters Score -8716429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -8716428.000000 Penalty: 5333.719727
	Iteration 67Q: 3 clusters Score -8716428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -8716434.000000 Penalty: 5333.719727
	Iteration 68Q: 3 clusters Score -8716434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -8716433.000000 Penalty: 5333.719727
	Iteration 69Q: 3 clusters Score -8716433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -8716436.000000 Penalty: 5333.719727
	Iteration 70Q: 3 clusters Score -8716436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -8716442.000000 Penalty: 5333.719727
	Iteration 71Q: 3 clusters Score -8716442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -8716441.000000 Penalty: 5333.719727
	Iteration 72Q: 3 clusters Score -8716441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -8716445.000000 Penalty: 5333.719727
	Iteration 73Q: 3 clusters Score -8716445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -8716443.000000 Penalty: 5333.719727
	Iteration 74Q: 3 clusters Score -8716443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -8716438.000000 Penalty: 5333.719727
	Iteration 75Q: 3 clusters Score -8716438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -8716443.000000 Penalty: 5333.719727
	Iteration 76Q: 3 clusters Score -8716443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -8716442.000000 Penalty: 5333.719727
	Iteration 77Q: 3 clusters Score -8716442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -8716438.000000 Penalty: 5333.719727
	Iteration 78Q: 3 clusters Score -8716438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -8716438.000000 Penalty: 5333.719727
	Iteration 79Q: 3 clusters Score -8716438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -8716436.000000 Penalty: 5333.719727
	Iteration 80F: 3 clusters Score -8716436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -8716435.000000 Penalty: 5333.719727
	Iteration 81Q: 3 clusters Score -8716435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -8716435.000000 Penalty: 5333.719727
	Iteration 82Q: 3 clusters Score -8716435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -8716418.000000 Penalty: 5333.719727
	Iteration 83Q: 3 clusters Score -8716418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -8716420.000000 Penalty: 5333.719727
	Iteration 84Q: 3 clusters Score -8716420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -8716425.000000 Penalty: 5333.719727
	Iteration 85Q: 3 clusters Score -8716425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -8716418.000000 Penalty: 5333.719727
	Iteration 86Q: 3 clusters Score -8716418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -8716421.000000 Penalty: 5333.719727
	Iteration 87Q: 3 clusters Score -8716421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -8716419.000000 Penalty: 5333.719727
	Iteration 88Q: 3 clusters Score -8716419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -8716432.000000 Penalty: 5333.719727
	Iteration 89Q: 3 clusters Score -8716432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -8716431.000000 Penalty: 5333.719727
	Iteration 90Q: 3 clusters Score -8716431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -8716428.000000 Penalty: 5333.719727
	Iteration 91Q: 3 clusters Score -8716428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -8716438.000000 Penalty: 5333.719727
	Iteration 92Q: 3 clusters Score -8716438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -8716428.000000 Penalty: 5333.719727
	Iteration 93Q: 3 clusters Score -8716428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -8716432.000000 Penalty: 5333.719727
	Iteration 94Q: 3 clusters Score -8716432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -8716432.000000 Penalty: 5333.719727
	Iteration 95Q: 3 clusters Score -8716432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -8716432.000000 Penalty: 5333.719727
	Iteration 96F: 3 clusters Score -8716432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Entering Unmasked Estep 
Score: -793682.000000 Penalty: 2073.877441
	Iteration 0F: 2 clusters Score -793682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -789570.437500 Penalty: 4147.754883
	Iteration 0F: 3 clusters Score -789570.4 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -790466.000000 Penalty: 4147.754883
	Iteration 1F: 3 clusters Score -790466 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -790674.437500 Penalty: 4147.754883
	Iteration 2F: 3 clusters Score -790674.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -790804.750000 Penalty: 4147.754883
	Iteration 3F: 3 clusters Score -790804.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -790907.750000 Penalty: 4147.754883
	Iteration 4Q: 3 clusters Score -790907.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -790993.625000 Penalty: 4147.754883
	Iteration 5Q: 3 clusters Score -790993.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -791073.625000 Penalty: 4147.754883
	Iteration 6Q: 3 clusters Score -791073.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -791146.687500 Penalty: 4147.754883
	Iteration 7Q: 3 clusters Score -791146.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -791218.625000 Penalty: 4147.754883
	Iteration 8Q: 3 clusters Score -791218.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -791284.625000 Penalty: 4147.754883
	Iteration 9Q: 3 clusters Score -791284.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -791346.625000 Penalty: 4147.754883
	Iteration 10Q: 3 clusters Score -791346.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -791414.625000 Penalty: 4147.754883
	Iteration 11Q: 3 clusters Score -791414.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -791481.625000 Penalty: 4147.754883
	Iteration 12Q: 3 clusters Score -791481.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -791537.500000 Penalty: 4147.754883
	Iteration 13Q: 3 clusters Score -791537.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -791598.875000 Penalty: 4147.754883
	Iteration 14Q: 3 clusters Score -791598.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -791661.500000 Penalty: 4147.754883
	Iteration 15Q: 3 clusters Score -791661.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -791718.875000 Penalty: 4147.754883
	Iteration 16Q: 3 clusters Score -791718.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -791768.437500 Penalty: 4147.754883
	Iteration 17Q: 3 clusters Score -791768.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -791820.812500 Penalty: 4147.754883
	Iteration 18Q: 3 clusters Score -791820.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -791862.937500 Penalty: 4147.754883
	Iteration 19Q: 3 clusters Score -791862.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -791908.437500 Penalty: 4147.754883
	Iteration 20F: 3 clusters Score -791908.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -791945.625000 Penalty: 4147.754883
	Iteration 21Q: 3 clusters Score -791945.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -791981.625000 Penalty: 4147.754883
	Iteration 22Q: 3 clusters Score -791981.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -792012.625000 Penalty: 4147.754883
	Iteration 23Q: 3 clusters Score -792012.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -792053.875000 Penalty: 4147.754883
	Iteration 24Q: 3 clusters Score -792053.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -792092.062500 Penalty: 4147.754883
	Iteration 25Q: 3 clusters Score -792092.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -792112.687500 Penalty: 4147.754883
	Iteration 26Q: 3 clusters Score -792112.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -792129.750000 Penalty: 4147.754883
	Iteration 27Q: 3 clusters Score -792129.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -792139.562500 Penalty: 4147.754883
	Iteration 28Q: 3 clusters Score -792139.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -792150.937500 Penalty: 4147.754883
	Iteration 29Q: 3 clusters Score -792150.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -792155.375000 Penalty: 4147.754883
	Iteration 30Q: 3 clusters Score -792155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -792159.250000 Penalty: 4147.754883
	Iteration 31Q: 3 clusters Score -792159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -792159.625000 Penalty: 4147.754883
	Iteration 32Q: 3 clusters Score -792159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -792159.312500 Penalty: 4147.754883
	Iteration 33Q: 3 clusters Score -792159.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -792159.312500 Penalty: 4147.754883
	Iteration 34F: 3 clusters Score -792159.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Entering Unmasked Estep 
Score: -9807069.000000 Penalty: 2694.766357
	Iteration 0F: 2 clusters Score -9807069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -9775651.000000 Penalty: 5389.532715
	Iteration 0F: 3 clusters Score -9775651 nChanged 24415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -9789216.000000 Penalty: 5389.532715
	Iteration 1F: 3 clusters Score -9789216 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -9789758.000000 Penalty: 5389.532715
	Iteration 2Q: 3 clusters Score -9789758 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -9790399.000000 Penalty: 5389.532715
	Iteration 3Q: 3 clusters Score -9790399 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -9791142.000000 Penalty: 5389.532715
	Iteration 4Q: 3 clusters Score -9791142 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -9792304.000000 Penalty: 5389.532715
	Iteration 5Q: 3 clusters Score -9792304 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -9793818.000000 Penalty: 5389.532715
	Iteration 6F: 3 clusters Score -9793818 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -9795970.000000 Penalty: 5389.532715
	Iteration 7F: 3 clusters Score -9795970 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -9798192.000000 Penalty: 5389.532715
	Iteration 8F: 3 clusters Score -9798192 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -9800671.000000 Penalty: 5389.532715
	Iteration 9F: 3 clusters Score -9800671 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -9802516.000000 Penalty: 5389.532715
	Iteration 10Q: 3 clusters Score -9802516 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -9803765.000000 Penalty: 5389.532715
	Iteration 11Q: 3 clusters Score -9803765 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -9804610.000000 Penalty: 5389.532715
	Iteration 12Q: 3 clusters Score -9804610 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -9805124.000000 Penalty: 5389.532715
	Iteration 13Q: 3 clusters Score -9805124 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -9805412.000000 Penalty: 5389.532715
	Iteration 14Q: 3 clusters Score -9805412 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -9805579.000000 Penalty: 5389.532715
	Iteration 15Q: 3 clusters Score -9805579 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -9805722.000000 Penalty: 5389.532715
	Iteration 16Q: 3 clusters Score -9805722 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -9805821.000000 Penalty: 5389.532715
	Iteration 17Q: 3 clusters Score -9805821 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -9805886.000000 Penalty: 5389.532715
	Iteration 18Q: 3 clusters Score -9805886 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -9805952.000000 Penalty: 5389.532715
	Iteration 19Q: 3 clusters Score -9805952 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -9805984.000000 Penalty: 5389.532715
	Iteration 20F: 3 clusters Score -9805984 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -9806048.000000 Penalty: 5389.532715
	Iteration 21Q: 3 clusters Score -9806048 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -9806067.000000 Penalty: 5389.532715
	Iteration 22Q: 3 clusters Score -9806067 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -9806050.000000 Penalty: 5389.532715
	Iteration 23Q: 3 clusters Score -9806050 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -9806104.000000 Penalty: 5389.532715
	Iteration 24Q: 3 clusters Score -9806104 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -9806126.000000 Penalty: 5389.532715
	Iteration 25Q: 3 clusters Score -9806126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -9806171.000000 Penalty: 5389.532715
	Iteration 26Q: 3 clusters Score -9806171 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -9806141.000000 Penalty: 5389.532715
	Iteration 27Q: 3 clusters Score -9806141 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -9806172.000000 Penalty: 5389.532715
	Iteration 28Q: 3 clusters Score -9806172 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -9806212.000000 Penalty: 5389.532715
	Iteration 29Q: 3 clusters Score -9806212 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -9806197.000000 Penalty: 5389.532715
	Iteration 30Q: 3 clusters Score -9806197 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -9806272.000000 Penalty: 5389.532715
	Iteration 31Q: 3 clusters Score -9806272 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -9806277.000000 Penalty: 5389.532715
	Iteration 32Q: 3 clusters Score -9806277 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -9806319.000000 Penalty: 5389.532715
	Iteration 33Q: 3 clusters Score -9806319 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -9806378.000000 Penalty: 5389.532715
	Iteration 34Q: 3 clusters Score -9806378 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -9806387.000000 Penalty: 5389.532715
	Iteration 35Q: 3 clusters Score -9806387 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -9806396.000000 Penalty: 5389.532715
	Iteration 36Q: 3 clusters Score -9806396 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -9806410.000000 Penalty: 5389.532715
	Iteration 37Q: 3 clusters Score -9806410 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -9806414.000000 Penalty: 5389.532715
	Iteration 38Q: 3 clusters Score -9806414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -9806465.000000 Penalty: 5389.532715
	Iteration 39Q: 3 clusters Score -9806465 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -9806494.000000 Penalty: 5389.532715
	Iteration 40F: 3 clusters Score -9806494 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -9806544.000000 Penalty: 5389.532715
	Iteration 41Q: 3 clusters Score -9806544 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -9806500.000000 Penalty: 5389.532715
	Iteration 42Q: 3 clusters Score -9806500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -9806506.000000 Penalty: 5389.532715
	Iteration 43Q: 3 clusters Score -9806506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -9806530.000000 Penalty: 5389.532715
	Iteration 44Q: 3 clusters Score -9806530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -9806535.000000 Penalty: 5389.532715
	Iteration 45Q: 3 clusters Score -9806535 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -9806520.000000 Penalty: 5389.532715
	Iteration 46Q: 3 clusters Score -9806520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -9806526.000000 Penalty: 5389.532715
	Iteration 47Q: 3 clusters Score -9806526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -9806535.000000 Penalty: 5389.532715
	Iteration 48Q: 3 clusters Score -9806535 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -9806527.000000 Penalty: 5389.532715
	Iteration 49Q: 3 clusters Score -9806527 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -9806508.000000 Penalty: 5389.532715
	Iteration 50Q: 3 clusters Score -9806508 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -9806547.000000 Penalty: 5389.532715
	Iteration 51Q: 3 clusters Score -9806547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -9806559.000000 Penalty: 5389.532715
	Iteration 52Q: 3 clusters Score -9806559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -9806516.000000 Penalty: 5389.532715
	Iteration 53Q: 3 clusters Score -9806516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -9806509.000000 Penalty: 5389.532715
	Iteration 54Q: 3 clusters Score -9806509 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -9806468.000000 Penalty: 5389.532715
	Iteration 55Q: 3 clusters Score -9806468 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -9806499.000000 Penalty: 5389.532715
	Iteration 56Q: 3 clusters Score -9806499 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -9806538.000000 Penalty: 5389.532715
	Iteration 57Q: 3 clusters Score -9806538 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -9806529.000000 Penalty: 5389.532715
	Iteration 58Q: 3 clusters Score -9806529 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -9806508.000000 Penalty: 5389.532715
	Iteration 59Q: 3 clusters Score -9806508 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -9806535.000000 Penalty: 5389.532715
	Iteration 60F: 3 clusters Score -9806535 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -9806587.000000 Penalty: 5389.532715
	Iteration 61Q: 3 clusters Score -9806587 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -9806513.000000 Penalty: 5389.532715
	Iteration 62Q: 3 clusters Score -9806513 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -9806545.000000 Penalty: 5389.532715
	Iteration 63Q: 3 clusters Score -9806545 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -9806562.000000 Penalty: 5389.532715
	Iteration 64Q: 3 clusters Score -9806562 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -9806549.000000 Penalty: 5389.532715
	Iteration 65Q: 3 clusters Score -9806549 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -9806580.000000 Penalty: 5389.532715
	Iteration 66Q: 3 clusters Score -9806580 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -9806592.000000 Penalty: 5389.532715
	Iteration 67Q: 3 clusters Score -9806592 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -9806587.000000 Penalty: 5389.532715
	Iteration 68Q: 3 clusters Score -9806587 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -9806628.000000 Penalty: 5389.532715
	Iteration 69Q: 3 clusters Score -9806628 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -9806686.000000 Penalty: 5389.532715
	Iteration 70Q: 3 clusters Score -9806686 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -9806687.000000 Penalty: 5389.532715
	Iteration 71Q: 3 clusters Score -9806687 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -9806804.000000 Penalty: 5389.532715
	Iteration 72Q: 3 clusters Score -9806804 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -9806884.000000 Penalty: 5389.532715
	Iteration 73Q: 3 clusters Score -9806884 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -9806840.000000 Penalty: 5389.532715
	Iteration 74Q: 3 clusters Score -9806840 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -9806899.000000 Penalty: 5389.532715
	Iteration 75Q: 3 clusters Score -9806899 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -9806987.000000 Penalty: 5389.532715
	Iteration 76Q: 3 clusters Score -9806987 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -9806989.000000 Penalty: 5389.532715
	Iteration 77Q: 3 clusters Score -9806989 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -9807004.000000 Penalty: 5389.532715
	Iteration 78Q: 3 clusters Score -9807004 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -9806987.000000 Penalty: 5389.532715
	Iteration 79Q: 3 clusters Score -9806987 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -9807009.000000 Penalty: 5389.532715
	Iteration 80F: 3 clusters Score -9807009 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -9807047.000000 Penalty: 5389.532715
	Iteration 81Q: 3 clusters Score -9807047 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -9807069.000000 Penalty: 5389.532715
	Iteration 82Q: 3 clusters Score -9807069 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -9807060.000000 Penalty: 5389.532715
	Iteration 83Q: 3 clusters Score -9807060 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -9807077.000000 Penalty: 5389.532715
	Iteration 84Q: 3 clusters Score -9807077 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -9807059.000000 Penalty: 5389.532715
	Iteration 85Q: 3 clusters Score -9807059 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -9807046.000000 Penalty: 5389.532715
	Iteration 86Q: 3 clusters Score -9807046 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -9807020.000000 Penalty: 5389.532715
	Iteration 87Q: 3 clusters Score -9807020 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -9807070.000000 Penalty: 5389.532715
	Iteration 88Q: 3 clusters Score -9807070 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -9807090.000000 Penalty: 5389.532715
	Iteration 89Q: 3 clusters Score -9807090 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -9807104.000000 Penalty: 5389.532715
	Iteration 90Q: 3 clusters Score -9807104 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -9807093.000000 Penalty: 5389.532715
	Iteration 91Q: 3 clusters Score -9807093 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -9807073.000000 Penalty: 5389.532715
	Iteration 92Q: 3 clusters Score -9807073 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -9807076.000000 Penalty: 5389.532715
	Iteration 93Q: 3 clusters Score -9807076 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -9807107.000000 Penalty: 5389.532715
	Iteration 94Q: 3 clusters Score -9807107 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -9807094.000000 Penalty: 5389.532715
	Iteration 95Q: 3 clusters Score -9807094 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -9807066.000000 Penalty: 5389.532715
	Iteration 96Q: 3 clusters Score -9807066 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -9807065.000000 Penalty: 5389.532715
	Iteration 97Q: 3 clusters Score -9807065 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -9807096.000000 Penalty: 5389.532715
	Iteration 98Q: 3 clusters Score -9807096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -9807106.000000 Penalty: 5389.532715
	Iteration 99Q: 3 clusters Score -9807106 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -9807074.000000 Penalty: 5389.532715
	Iteration 100F: 3 clusters Score -9807074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -9807070.000000 Penalty: 5389.532715
	Iteration 101Q: 3 clusters Score -9807070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -9807090.000000 Penalty: 5389.532715
	Iteration 102Q: 3 clusters Score -9807090 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -9807101.000000 Penalty: 5389.532715
	Iteration 103Q: 3 clusters Score -9807101 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -9807099.000000 Penalty: 5389.532715
	Iteration 104Q: 3 clusters Score -9807099 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -9807085.000000 Penalty: 5389.532715
	Iteration 105Q: 3 clusters Score -9807085 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -9807065.000000 Penalty: 5389.532715
	Iteration 106Q: 3 clusters Score -9807065 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -9807053.000000 Penalty: 5389.532715
	Iteration 107Q: 3 clusters Score -9807053 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -9807069.000000 Penalty: 5389.532715
	Iteration 108Q: 3 clusters Score -9807069 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -9807076.000000 Penalty: 5389.532715
	Iteration 109Q: 3 clusters Score -9807076 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -9807102.000000 Penalty: 5389.532715
	Iteration 110Q: 3 clusters Score -9807102 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -9807079.000000 Penalty: 5389.532715
	Iteration 111Q: 3 clusters Score -9807079 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -9807094.000000 Penalty: 5389.532715
	Iteration 112Q: 3 clusters Score -9807094 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -9807097.000000 Penalty: 5389.532715
	Iteration 113Q: 3 clusters Score -9807097 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -9807105.000000 Penalty: 5389.532715
	Iteration 114Q: 3 clusters Score -9807105 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -9807124.000000 Penalty: 5389.532715
	Iteration 115Q: 3 clusters Score -9807124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -9807094.000000 Penalty: 5389.532715
	Iteration 116Q: 3 clusters Score -9807094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -9807094.000000 Penalty: 5389.532715
	Iteration 117Q: 3 clusters Score -9807094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -9807085.000000 Penalty: 5389.532715
	Iteration 118Q: 3 clusters Score -9807085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -9807099.000000 Penalty: 5389.532715
	Iteration 119Q: 3 clusters Score -9807099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -9807121.000000 Penalty: 5389.532715
	Iteration 120F: 3 clusters Score -9807121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -9807120.000000 Penalty: 5389.532715
	Iteration 121Q: 3 clusters Score -9807120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -9807130.000000 Penalty: 5389.532715
	Iteration 122Q: 3 clusters Score -9807130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -9807116.000000 Penalty: 5389.532715
	Iteration 123Q: 3 clusters Score -9807116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -9807113.000000 Penalty: 5389.532715
	Iteration 124Q: 3 clusters Score -9807113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -9807110.000000 Penalty: 5389.532715
	Iteration 125Q: 3 clusters Score -9807110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -9807106.000000 Penalty: 5389.532715
	Iteration 126Q: 3 clusters Score -9807106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -9807117.000000 Penalty: 5389.532715
	Iteration 127Q: 3 clusters Score -9807117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -9807117.000000 Penalty: 5389.532715
	Iteration 128Q: 3 clusters Score -9807117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -9807107.000000 Penalty: 5389.532715
	Iteration 129Q: 3 clusters Score -9807107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -9807115.000000 Penalty: 5389.532715
	Iteration 130Q: 3 clusters Score -9807115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -9807118.000000 Penalty: 5389.532715
	Iteration 131Q: 3 clusters Score -9807118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -9807121.000000 Penalty: 5389.532715
	Iteration 132Q: 3 clusters Score -9807121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -9807121.000000 Penalty: 5389.532715
	Iteration 133Q: 3 clusters Score -9807121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -9807121.000000 Penalty: 5389.532715
	Iteration 134F: 3 clusters Score -9807121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31664 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38338 members 
Mstep: Class 5 contains 48192 members 
Mstep: Class 6 contains 47794 members 
Mstep: Class 7 contains 34025 members 
Mstep: Class 8 contains 46792 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 23863 members 
Mstep: Class 11 contains 49181 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49695 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5552 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 36829 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 44237 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 51159 members 
Mstep: Class 23 contains 54482 members 
Mstep: Class 24 contains 28502 members 
Entering Unmasked Estep 
Score: -110153576.000000 Penalty: 79215.406250
Splitting cluster 10 changes total score from -110154072.000000 to -110153576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (49181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Entering Unmasked Estep 
Score: -9140775.000000 Penalty: 2679.209229
	Iteration 0F: 2 clusters Score -9140775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -9108909.000000 Penalty: 5358.418457
	Iteration 0F: 3 clusters Score -9108909 nChanged 22637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -9121194.000000 Penalty: 5358.418457
	Iteration 1F: 3 clusters Score -9121194 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -9121659.000000 Penalty: 5358.418457
	Iteration 2Q: 3 clusters Score -9121659 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -9122131.000000 Penalty: 5358.418457
	Iteration 3Q: 3 clusters Score -9122131 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -9122510.000000 Penalty: 5358.418457
	Iteration 4Q: 3 clusters Score -9122510 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -9122819.000000 Penalty: 5358.418457
	Iteration 5Q: 3 clusters Score -9122819 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -9123194.000000 Penalty: 5358.418457
	Iteration 6Q: 3 clusters Score -9123194 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -9123616.000000 Penalty: 5358.418457
	Iteration 7Q: 3 clusters Score -9123616 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -9124063.000000 Penalty: 5358.418457
	Iteration 8Q: 3 clusters Score -9124063 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -9124582.000000 Penalty: 5358.418457
	Iteration 9Q: 3 clusters Score -9124582 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -9125215.000000 Penalty: 5358.418457
	Iteration 10Q: 3 clusters Score -9125215 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -9126131.000000 Penalty: 5358.418457
	Iteration 11Q: 3 clusters Score -9126131 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -9127406.000000 Penalty: 5358.418457
	Iteration 12Q: 3 clusters Score -9127406 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -9129153.000000 Penalty: 5358.418457
	Iteration 13F: 3 clusters Score -9129153 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -9131216.000000 Penalty: 5358.418457
	Iteration 14F: 3 clusters Score -9131216 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -9133217.000000 Penalty: 5358.418457
	Iteration 15Q: 3 clusters Score -9133217 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -9134743.000000 Penalty: 5358.418457
	Iteration 16Q: 3 clusters Score -9134743 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -9135798.000000 Penalty: 5358.418457
	Iteration 17Q: 3 clusters Score -9135798 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -9136623.000000 Penalty: 5358.418457
	Iteration 18Q: 3 clusters Score -9136623 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -9137225.000000 Penalty: 5358.418457
	Iteration 19Q: 3 clusters Score -9137225 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9137697.000000 Penalty: 5358.418457
	Iteration 20F: 3 clusters Score -9137697 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9138039.000000 Penalty: 5358.418457
	Iteration 21Q: 3 clusters Score -9138039 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9138181.000000 Penalty: 5358.418457
	Iteration 22Q: 3 clusters Score -9138181 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9138225.000000 Penalty: 5358.418457
	Iteration 23Q: 3 clusters Score -9138225 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9138288.000000 Penalty: 5358.418457
	Iteration 24Q: 3 clusters Score -9138288 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9138342.000000 Penalty: 5358.418457
	Iteration 25Q: 3 clusters Score -9138342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9138384.000000 Penalty: 5358.418457
	Iteration 26Q: 3 clusters Score -9138384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9138410.000000 Penalty: 5358.418457
	Iteration 27Q: 3 clusters Score -9138410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9138437.000000 Penalty: 5358.418457
	Iteration 28Q: 3 clusters Score -9138437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9138460.000000 Penalty: 5358.418457
	Iteration 29Q: 3 clusters Score -9138460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9138475.000000 Penalty: 5358.418457
	Iteration 30Q: 3 clusters Score -9138475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9138493.000000 Penalty: 5358.418457
	Iteration 31Q: 3 clusters Score -9138493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9138500.000000 Penalty: 5358.418457
	Iteration 32Q: 3 clusters Score -9138500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9138505.000000 Penalty: 5358.418457
	Iteration 33Q: 3 clusters Score -9138505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9138508.000000 Penalty: 5358.418457
	Iteration 34Q: 3 clusters Score -9138508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9138521.000000 Penalty: 5358.418457
	Iteration 35Q: 3 clusters Score -9138521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9138517.000000 Penalty: 5358.418457
	Iteration 36Q: 3 clusters Score -9138517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9138533.000000 Penalty: 5358.418457
	Iteration 37Q: 3 clusters Score -9138533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9138528.000000 Penalty: 5358.418457
	Iteration 38Q: 3 clusters Score -9138528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9138528.000000 Penalty: 5358.418457
	Iteration 39Q: 3 clusters Score -9138528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9138533.000000 Penalty: 5358.418457
	Iteration 40F: 3 clusters Score -9138533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9138526.000000 Penalty: 5358.418457
	Iteration 41Q: 3 clusters Score -9138526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9138540.000000 Penalty: 5358.418457
	Iteration 42Q: 3 clusters Score -9138540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9138541.000000 Penalty: 5358.418457
	Iteration 43Q: 3 clusters Score -9138541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9138553.000000 Penalty: 5358.418457
	Iteration 44Q: 3 clusters Score -9138553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9138557.000000 Penalty: 5358.418457
	Iteration 45Q: 3 clusters Score -9138557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9138558.000000 Penalty: 5358.418457
	Iteration 46Q: 3 clusters Score -9138558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9138558.000000 Penalty: 5358.418457
	Iteration 47Q: 3 clusters Score -9138558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9138570.000000 Penalty: 5358.418457
	Iteration 48Q: 3 clusters Score -9138570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9138564.000000 Penalty: 5358.418457
	Iteration 49Q: 3 clusters Score -9138564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9138572.000000 Penalty: 5358.418457
	Iteration 50Q: 3 clusters Score -9138572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9138570.000000 Penalty: 5358.418457
	Iteration 51Q: 3 clusters Score -9138570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9138581.000000 Penalty: 5358.418457
	Iteration 52Q: 3 clusters Score -9138581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9138593.000000 Penalty: 5358.418457
	Iteration 53Q: 3 clusters Score -9138593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9138592.000000 Penalty: 5358.418457
	Iteration 54Q: 3 clusters Score -9138592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9138591.000000 Penalty: 5358.418457
	Iteration 55Q: 3 clusters Score -9138591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9138591.000000 Penalty: 5358.418457
	Iteration 56F: 3 clusters Score -9138591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -90983.914062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -90983.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89363.429688 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -89363.43 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89842.023438 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -89842.02 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90137.312500 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -90137.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90358.179688 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -90358.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90487.187500 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -90487.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90579.882812 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -90579.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90634.789062 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -90634.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90670.296875 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -90670.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90704.140625 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -90704.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90714.234375 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -90714.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90717.210938 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -90717.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90718.515625 Penalty: 3250.750977
	Iteration 11F: 3 clusters Score -90718.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90728.804688 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -90728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90730.625000 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -90730.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90736.062500 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -90736.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90736.062500 Penalty: 3250.750977
	Iteration 15F: 3 clusters Score -90736.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Entering Unmasked Estep 
Score: -9270651.000000 Penalty: 2681.787598
	Iteration 0F: 2 clusters Score -9270651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -9239543.000000 Penalty: 5363.575195
	Iteration 0F: 3 clusters Score -9239543 nChanged 22955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -9252359.000000 Penalty: 5363.575195
	Iteration 1F: 3 clusters Score -9252359 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -9252990.000000 Penalty: 5363.575195
	Iteration 2Q: 3 clusters Score -9252990 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -9253778.000000 Penalty: 5363.575195
	Iteration 3Q: 3 clusters Score -9253778 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -9254726.000000 Penalty: 5363.575195
	Iteration 4Q: 3 clusters Score -9254726 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -9256012.000000 Penalty: 5363.575195
	Iteration 5F: 3 clusters Score -9256012 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -9257754.000000 Penalty: 5363.575195
	Iteration 6F: 3 clusters Score -9257754 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -9260178.000000 Penalty: 5363.575195
	Iteration 7F: 3 clusters Score -9260178 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -9263220.000000 Penalty: 5363.575195
	Iteration 8F: 3 clusters Score -9263220 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -9265828.000000 Penalty: 5363.575195
	Iteration 9F: 3 clusters Score -9265828 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -9267298.000000 Penalty: 5363.575195
	Iteration 10Q: 3 clusters Score -9267298 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -9268031.000000 Penalty: 5363.575195
	Iteration 11Q: 3 clusters Score -9268031 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -9268455.000000 Penalty: 5363.575195
	Iteration 12Q: 3 clusters Score -9268455 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -9268684.000000 Penalty: 5363.575195
	Iteration 13Q: 3 clusters Score -9268684 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -9268886.000000 Penalty: 5363.575195
	Iteration 14Q: 3 clusters Score -9268886 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -9269024.000000 Penalty: 5363.575195
	Iteration 15Q: 3 clusters Score -9269024 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -9269097.000000 Penalty: 5363.575195
	Iteration 16Q: 3 clusters Score -9269097 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -9269132.000000 Penalty: 5363.575195
	Iteration 17Q: 3 clusters Score -9269132 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -9269101.000000 Penalty: 5363.575195
	Iteration 18Q: 3 clusters Score -9269101 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -9269057.000000 Penalty: 5363.575195
	Iteration 19Q: 3 clusters Score -9269057 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -9269114.000000 Penalty: 5363.575195
	Iteration 20F: 3 clusters Score -9269114 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -9269158.000000 Penalty: 5363.575195
	Iteration 21Q: 3 clusters Score -9269158 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9269132.000000 Penalty: 5363.575195
	Iteration 22Q: 3 clusters Score -9269132 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -9269094.000000 Penalty: 5363.575195
	Iteration 23Q: 3 clusters Score -9269094 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9269127.000000 Penalty: 5363.575195
	Iteration 24Q: 3 clusters Score -9269127 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9269149.000000 Penalty: 5363.575195
	Iteration 25Q: 3 clusters Score -9269149 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9269147.000000 Penalty: 5363.575195
	Iteration 26Q: 3 clusters Score -9269147 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9269103.000000 Penalty: 5363.575195
	Iteration 27Q: 3 clusters Score -9269103 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9269077.000000 Penalty: 5363.575195
	Iteration 28Q: 3 clusters Score -9269077 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9269034.000000 Penalty: 5363.575195
	Iteration 29Q: 3 clusters Score -9269034 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9269018.000000 Penalty: 5363.575195
	Iteration 30Q: 3 clusters Score -9269018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -9269031.000000 Penalty: 5363.575195
	Iteration 31Q: 3 clusters Score -9269031 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9269014.000000 Penalty: 5363.575195
	Iteration 32Q: 3 clusters Score -9269014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9269004.000000 Penalty: 5363.575195
	Iteration 33Q: 3 clusters Score -9269004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9268997.000000 Penalty: 5363.575195
	Iteration 34Q: 3 clusters Score -9268997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9268975.000000 Penalty: 5363.575195
	Iteration 35Q: 3 clusters Score -9268975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9268957.000000 Penalty: 5363.575195
	Iteration 36Q: 3 clusters Score -9268957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9268937.000000 Penalty: 5363.575195
	Iteration 37Q: 3 clusters Score -9268937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9268936.000000 Penalty: 5363.575195
	Iteration 38Q: 3 clusters Score -9268936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9268939.000000 Penalty: 5363.575195
	Iteration 39Q: 3 clusters Score -9268939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9268929.000000 Penalty: 5363.575195
	Iteration 40F: 3 clusters Score -9268929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9268942.000000 Penalty: 5363.575195
	Iteration 41Q: 3 clusters Score -9268942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9268927.000000 Penalty: 5363.575195
	Iteration 42Q: 3 clusters Score -9268927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9268915.000000 Penalty: 5363.575195
	Iteration 43Q: 3 clusters Score -9268915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9268907.000000 Penalty: 5363.575195
	Iteration 44Q: 3 clusters Score -9268907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9268906.000000 Penalty: 5363.575195
	Iteration 45Q: 3 clusters Score -9268906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9268888.000000 Penalty: 5363.575195
	Iteration 46Q: 3 clusters Score -9268888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9268864.000000 Penalty: 5363.575195
	Iteration 47Q: 3 clusters Score -9268864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9268847.000000 Penalty: 5363.575195
	Iteration 48Q: 3 clusters Score -9268847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9268836.000000 Penalty: 5363.575195
	Iteration 49Q: 3 clusters Score -9268836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9268846.000000 Penalty: 5363.575195
	Iteration 50Q: 3 clusters Score -9268846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9268847.000000 Penalty: 5363.575195
	Iteration 51Q: 3 clusters Score -9268847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9268852.000000 Penalty: 5363.575195
	Iteration 52Q: 3 clusters Score -9268852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9268851.000000 Penalty: 5363.575195
	Iteration 53Q: 3 clusters Score -9268851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9268844.000000 Penalty: 5363.575195
	Iteration 54Q: 3 clusters Score -9268844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -9268848.000000 Penalty: 5363.575195
	Iteration 55Q: 3 clusters Score -9268848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9268852.000000 Penalty: 5363.575195
	Iteration 56Q: 3 clusters Score -9268852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9268840.000000 Penalty: 5363.575195
	Iteration 57Q: 3 clusters Score -9268840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9268839.000000 Penalty: 5363.575195
	Iteration 58Q: 3 clusters Score -9268839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9268843.000000 Penalty: 5363.575195
	Iteration 59Q: 3 clusters Score -9268843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9268847.000000 Penalty: 5363.575195
	Iteration 60F: 3 clusters Score -9268847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9268828.000000 Penalty: 5363.575195
	Iteration 61Q: 3 clusters Score -9268828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9268843.000000 Penalty: 5363.575195
	Iteration 62Q: 3 clusters Score -9268843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9268821.000000 Penalty: 5363.575195
	Iteration 63Q: 3 clusters Score -9268821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9268815.000000 Penalty: 5363.575195
	Iteration 64Q: 3 clusters Score -9268815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9268831.000000 Penalty: 5363.575195
	Iteration 65Q: 3 clusters Score -9268831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9268820.000000 Penalty: 5363.575195
	Iteration 66Q: 3 clusters Score -9268820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9268827.000000 Penalty: 5363.575195
	Iteration 67Q: 3 clusters Score -9268827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9268812.000000 Penalty: 5363.575195
	Iteration 68Q: 3 clusters Score -9268812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9268813.000000 Penalty: 5363.575195
	Iteration 69Q: 3 clusters Score -9268813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9268811.000000 Penalty: 5363.575195
	Iteration 70Q: 3 clusters Score -9268811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9268808.000000 Penalty: 5363.575195
	Iteration 71Q: 3 clusters Score -9268808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9268804.000000 Penalty: 5363.575195
	Iteration 72Q: 3 clusters Score -9268804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9268809.000000 Penalty: 5363.575195
	Iteration 73Q: 3 clusters Score -9268809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9268804.000000 Penalty: 5363.575195
	Iteration 74Q: 3 clusters Score -9268804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9268808.000000 Penalty: 5363.575195
	Iteration 75Q: 3 clusters Score -9268808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9268798.000000 Penalty: 5363.575195
	Iteration 76Q: 3 clusters Score -9268798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9268799.000000 Penalty: 5363.575195
	Iteration 77Q: 3 clusters Score -9268799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9268797.000000 Penalty: 5363.575195
	Iteration 78Q: 3 clusters Score -9268797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9268790.000000 Penalty: 5363.575195
	Iteration 79Q: 3 clusters Score -9268790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9268793.000000 Penalty: 5363.575195
	Iteration 80F: 3 clusters Score -9268793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9268784.000000 Penalty: 5363.575195
	Iteration 81Q: 3 clusters Score -9268784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9268784.000000 Penalty: 5363.575195
	Iteration 82F: 3 clusters Score -9268784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -130661.554688 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -130661.6 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 448 members 
Entering Unmasked Estep 
Score: -128890.750000 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -128890.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -129314.468750 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -129314.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -129526.476562 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -129526.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -129678.601562 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -129678.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -129919.382812 Penalty: 3361.712646
	Iteration 4F: 3 clusters Score -129919.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -130315.781250 Penalty: 3361.712646
	Iteration 5F: 3 clusters Score -130315.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130729.390625 Penalty: 3361.712646
	Iteration 6F: 3 clusters Score -130729.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131002.671875 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -131002.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -131160.359375 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -131160.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -131224.250000 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -131224.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -131251.296875 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -131251.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -131275.046875 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -131275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -131317.093750 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -131317.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -131370.765625 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -131370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -131434.359375 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -131434.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -131496.562500 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -131496.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -131539.859375 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -131539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -131565.578125 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -131565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -131565.578125 Penalty: 3361.712646
	Iteration 18F: 3 clusters Score -131565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31664 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38338 members 
Mstep: Class 5 contains 48192 members 
Mstep: Class 6 contains 47794 members 
Mstep: Class 7 contains 34025 members 
Mstep: Class 8 contains 46792 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 52365 members 
Mstep: Class 11 contains 49181 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49695 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5552 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 36829 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 44237 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 51159 members 
Mstep: Class 23 contains 54482 members 
Mstep: Class 24 contains 380 members 
Entering Unmasked Estep 
Score: -110153336.000000 Penalty: 79215.406250
Splitting cluster 14 changes total score from -110154072.000000 to -110153336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Entering Unmasked Estep 
Score: -1032220.062500 Penalty: 2138.234619
	Iteration 0F: 2 clusters Score -1032220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1027429.750000 Penalty: 4276.469238
	Iteration 0F: 3 clusters Score -1027430 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1028658.687500 Penalty: 4276.469238
	Iteration 1F: 3 clusters Score -1028659 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1028901.250000 Penalty: 4276.469238
	Iteration 2F: 3 clusters Score -1028901 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1029083.250000 Penalty: 4276.469238
	Iteration 3F: 3 clusters Score -1029083 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1029241.187500 Penalty: 4276.469238
	Iteration 4Q: 3 clusters Score -1029241 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1029362.750000 Penalty: 4276.469238
	Iteration 5Q: 3 clusters Score -1029363 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1029495.687500 Penalty: 4276.469238
	Iteration 6Q: 3 clusters Score -1029496 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1029641.937500 Penalty: 4276.469238
	Iteration 7Q: 3 clusters Score -1029642 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1029788.187500 Penalty: 4276.469238
	Iteration 8Q: 3 clusters Score -1029788 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1029909.750000 Penalty: 4276.469238
	Iteration 9Q: 3 clusters Score -1029910 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1030018.187500 Penalty: 4276.469238
	Iteration 10Q: 3 clusters Score -1030018 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1030117.062500 Penalty: 4276.469238
	Iteration 11Q: 3 clusters Score -1030117 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1030196.437500 Penalty: 4276.469238
	Iteration 12Q: 3 clusters Score -1030196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1030250.937500 Penalty: 4276.469238
	Iteration 13Q: 3 clusters Score -1030251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1030291.312500 Penalty: 4276.469238
	Iteration 14Q: 3 clusters Score -1030291 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1030318.625000 Penalty: 4276.469238
	Iteration 15Q: 3 clusters Score -1030319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1030350.375000 Penalty: 4276.469238
	Iteration 16Q: 3 clusters Score -1030350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1030385.250000 Penalty: 4276.469238
	Iteration 17Q: 3 clusters Score -1030385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1030411.375000 Penalty: 4276.469238
	Iteration 18Q: 3 clusters Score -1030411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1030433.687500 Penalty: 4276.469238
	Iteration 19Q: 3 clusters Score -1030434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1030448.062500 Penalty: 4276.469238
	Iteration 20F: 3 clusters Score -1030448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1030454.500000 Penalty: 4276.469238
	Iteration 21Q: 3 clusters Score -1030454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1030456.062500 Penalty: 4276.469238
	Iteration 22Q: 3 clusters Score -1030456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1030460.562500 Penalty: 4276.469238
	Iteration 23Q: 3 clusters Score -1030461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1030467.125000 Penalty: 4276.469238
	Iteration 24Q: 3 clusters Score -1030467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1030470.875000 Penalty: 4276.469238
	Iteration 25Q: 3 clusters Score -1030471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1030472.125000 Penalty: 4276.469238
	Iteration 26Q: 3 clusters Score -1030472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1030472.687500 Penalty: 4276.469238
	Iteration 27Q: 3 clusters Score -1030473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1030472.875000 Penalty: 4276.469238
	Iteration 28Q: 3 clusters Score -1030473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1030476.187500 Penalty: 4276.469238
	Iteration 29Q: 3 clusters Score -1030476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1030485.000000 Penalty: 4276.469238
	Iteration 30Q: 3 clusters Score -1030485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1030489.312500 Penalty: 4276.469238
	Iteration 31Q: 3 clusters Score -1030489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1030490.250000 Penalty: 4276.469238
	Iteration 32Q: 3 clusters Score -1030490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1030493.625000 Penalty: 4276.469238
	Iteration 33Q: 3 clusters Score -1030494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1030494.000000 Penalty: 4276.469238
	Iteration 34Q: 3 clusters Score -1030494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1030494.937500 Penalty: 4276.469238
	Iteration 35Q: 3 clusters Score -1030495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1030495.000000 Penalty: 4276.469238
	Iteration 36Q: 3 clusters Score -1030495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1030494.250000 Penalty: 4276.469238
	Iteration 37Q: 3 clusters Score -1030494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1030494.250000 Penalty: 4276.469238
	Iteration 38F: 3 clusters Score -1030494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -206450.703125 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -206450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -204347.562500 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -204347.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -204774.765625 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -204774.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -204980.062500 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -204980.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -205158.078125 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -205158.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -205269.093750 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -205269.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -205342.656250 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -205342.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -205404.671875 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -205404.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -205462.218750 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -205462.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -205510.218750 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -205510.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -205561.984375 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -205562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -205600.796875 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -205600.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -205621.062500 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -205621.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -205634.953125 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -205635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -205656.921875 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -205656.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -205666.875000 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -205666.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -205673.343750 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -205673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -205680.609375 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -205680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -205683.531250 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -205683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -205683.531250 Penalty: 3543.234375
	Iteration 18F: 3 clusters Score -205683.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Entering Unmasked Estep 
Score: -6840935.500000 Penalty: 2607.482178
	Iteration 0F: 2 clusters Score -6840936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -6816317.000000 Penalty: 5214.964355
	Iteration 0F: 3 clusters Score -6816317 nChanged 16738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -6825306.000000 Penalty: 5214.964355
	Iteration 1F: 3 clusters Score -6825306 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -6825726.000000 Penalty: 5214.964355
	Iteration 2Q: 3 clusters Score -6825726 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -6826101.000000 Penalty: 5214.964355
	Iteration 3Q: 3 clusters Score -6826101 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -6826408.500000 Penalty: 5214.964355
	Iteration 4Q: 3 clusters Score -6826408 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -6826742.500000 Penalty: 5214.964355
	Iteration 5Q: 3 clusters Score -6826742 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -6827181.000000 Penalty: 5214.964355
	Iteration 6Q: 3 clusters Score -6827181 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -6827875.000000 Penalty: 5214.964355
	Iteration 7Q: 3 clusters Score -6827875 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -6828975.000000 Penalty: 5214.964355
	Iteration 8F: 3 clusters Score -6828975 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -6830653.000000 Penalty: 5214.964355
	Iteration 9F: 3 clusters Score -6830653 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -6832924.500000 Penalty: 5214.964355
	Iteration 10F: 3 clusters Score -6832924 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -6835331.500000 Penalty: 5214.964355
	Iteration 11F: 3 clusters Score -6835332 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -6837136.000000 Penalty: 5214.964355
	Iteration 12Q: 3 clusters Score -6837136 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6837950.000000 Penalty: 5214.964355
	Iteration 13Q: 3 clusters Score -6837950 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -6838268.500000 Penalty: 5214.964355
	Iteration 14Q: 3 clusters Score -6838268 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -6838423.500000 Penalty: 5214.964355
	Iteration 15Q: 3 clusters Score -6838424 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -6838496.500000 Penalty: 5214.964355
	Iteration 16Q: 3 clusters Score -6838496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -6838527.500000 Penalty: 5214.964355
	Iteration 17Q: 3 clusters Score -6838528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -6838549.500000 Penalty: 5214.964355
	Iteration 18Q: 3 clusters Score -6838550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -6838560.500000 Penalty: 5214.964355
	Iteration 19Q: 3 clusters Score -6838560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -6838569.000000 Penalty: 5214.964355
	Iteration 20F: 3 clusters Score -6838569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -6838572.500000 Penalty: 5214.964355
	Iteration 21Q: 3 clusters Score -6838572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -6838572.000000 Penalty: 5214.964355
	Iteration 22Q: 3 clusters Score -6838572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -6838581.000000 Penalty: 5214.964355
	Iteration 23Q: 3 clusters Score -6838581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -6838580.500000 Penalty: 5214.964355
	Iteration 24Q: 3 clusters Score -6838580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -6838582.000000 Penalty: 5214.964355
	Iteration 25Q: 3 clusters Score -6838582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -6838576.500000 Penalty: 5214.964355
	Iteration 26Q: 3 clusters Score -6838576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -6838586.000000 Penalty: 5214.964355
	Iteration 27Q: 3 clusters Score -6838586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -6838584.000000 Penalty: 5214.964355
	Iteration 28Q: 3 clusters Score -6838584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -6838586.000000 Penalty: 5214.964355
	Iteration 29Q: 3 clusters Score -6838586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -6838583.000000 Penalty: 5214.964355
	Iteration 30Q: 3 clusters Score -6838583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -6838583.500000 Penalty: 5214.964355
	Iteration 31Q: 3 clusters Score -6838584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -6838587.500000 Penalty: 5214.964355
	Iteration 32Q: 3 clusters Score -6838588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -6838587.500000 Penalty: 5214.964355
	Iteration 33F: 3 clusters Score -6838588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -450477.906250 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -450477.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -447468.250000 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -447468.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -448054.218750 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -448054.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -448226.562500 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -448226.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -448325.781250 Penalty: 3897.310547
	Iteration 3F: 3 clusters Score -448325.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -448405.781250 Penalty: 3897.310547
	Iteration 4Q: 3 clusters Score -448405.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -448467.312500 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -448467.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -448510.093750 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -448510.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -448542.187500 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -448542.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -448570.375000 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -448570.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -448588.812500 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -448588.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -448604.343750 Penalty: 3897.310547
	Iteration 10Q: 3 clusters Score -448604.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -448620.500000 Penalty: 3897.310547
	Iteration 11Q: 3 clusters Score -448620.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -448633.031250 Penalty: 3897.310547
	Iteration 12Q: 3 clusters Score -448633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -448644.343750 Penalty: 3897.310547
	Iteration 13Q: 3 clusters Score -448644.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -448659.312500 Penalty: 3897.310547
	Iteration 14Q: 3 clusters Score -448659.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -448676.468750 Penalty: 3897.310547
	Iteration 15Q: 3 clusters Score -448676.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -448689.843750 Penalty: 3897.310547
	Iteration 16Q: 3 clusters Score -448689.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -448699.718750 Penalty: 3897.310547
	Iteration 17Q: 3 clusters Score -448699.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -448710.281250 Penalty: 3897.310547
	Iteration 18Q: 3 clusters Score -448710.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -448722.656250 Penalty: 3897.310547
	Iteration 19Q: 3 clusters Score -448722.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -448734.937500 Penalty: 3897.310547
	Iteration 20F: 3 clusters Score -448734.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -448756.187500 Penalty: 3897.310547
	Iteration 21Q: 3 clusters Score -448756.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -448777.000000 Penalty: 3897.310547
	Iteration 22Q: 3 clusters Score -448777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -448796.937500 Penalty: 3897.310547
	Iteration 23Q: 3 clusters Score -448796.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -448816.406250 Penalty: 3897.310547
	Iteration 24Q: 3 clusters Score -448816.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -448832.656250 Penalty: 3897.310547
	Iteration 25Q: 3 clusters Score -448832.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -448850.750000 Penalty: 3897.310547
	Iteration 26Q: 3 clusters Score -448850.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -448865.531250 Penalty: 3897.310547
	Iteration 27Q: 3 clusters Score -448865.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -448885.312500 Penalty: 3897.310547
	Iteration 28Q: 3 clusters Score -448885.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -448905.000000 Penalty: 3897.310547
	Iteration 29Q: 3 clusters Score -448905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -448925.500000 Penalty: 3897.310547
	Iteration 30Q: 3 clusters Score -448925.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -448946.593750 Penalty: 3897.310547
	Iteration 31Q: 3 clusters Score -448946.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -448969.156250 Penalty: 3897.310547
	Iteration 32Q: 3 clusters Score -448969.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -448995.812500 Penalty: 3897.310547
	Iteration 33Q: 3 clusters Score -448995.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -449014.625000 Penalty: 3897.310547
	Iteration 34Q: 3 clusters Score -449014.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -449029.437500 Penalty: 3897.310547
	Iteration 35Q: 3 clusters Score -449029.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -449048.718750 Penalty: 3897.310547
	Iteration 36Q: 3 clusters Score -449048.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -449070.968750 Penalty: 3897.310547
	Iteration 37Q: 3 clusters Score -449071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -449087.656250 Penalty: 3897.310547
	Iteration 38Q: 3 clusters Score -449087.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -449099.343750 Penalty: 3897.310547
	Iteration 39Q: 3 clusters Score -449099.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -449107.000000 Penalty: 3897.310547
	Iteration 40F: 3 clusters Score -449107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -449114.312500 Penalty: 3897.310547
	Iteration 41Q: 3 clusters Score -449114.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -449125.437500 Penalty: 3897.310547
	Iteration 42Q: 3 clusters Score -449125.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -449132.500000 Penalty: 3897.310547
	Iteration 43Q: 3 clusters Score -449132.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -449140.875000 Penalty: 3897.310547
	Iteration 44Q: 3 clusters Score -449140.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -449148.468750 Penalty: 3897.310547
	Iteration 45Q: 3 clusters Score -449148.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -449152.750000 Penalty: 3897.310547
	Iteration 46Q: 3 clusters Score -449152.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -449156.093750 Penalty: 3897.310547
	Iteration 47Q: 3 clusters Score -449156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -449157.031250 Penalty: 3897.310547
	Iteration 48Q: 3 clusters Score -449157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -449159.750000 Penalty: 3897.310547
	Iteration 49Q: 3 clusters Score -449159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -449164.468750 Penalty: 3897.310547
	Iteration 50Q: 3 clusters Score -449164.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -449170.593750 Penalty: 3897.310547
	Iteration 51Q: 3 clusters Score -449170.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -449176.843750 Penalty: 3897.310547
	Iteration 52Q: 3 clusters Score -449176.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -449180.531250 Penalty: 3897.310547
	Iteration 53Q: 3 clusters Score -449180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -449183.125000 Penalty: 3897.310547
	Iteration 54Q: 3 clusters Score -449183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -449184.968750 Penalty: 3897.310547
	Iteration 55Q: 3 clusters Score -449185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -449187.812500 Penalty: 3897.310547
	Iteration 56Q: 3 clusters Score -449187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -449189.218750 Penalty: 3897.310547
	Iteration 57Q: 3 clusters Score -449189.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -449196.281250 Penalty: 3897.310547
	Iteration 58Q: 3 clusters Score -449196.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -449206.781250 Penalty: 3897.310547
	Iteration 59Q: 3 clusters Score -449206.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -449212.500000 Penalty: 3897.310547
	Iteration 60F: 3 clusters Score -449212.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -449218.312500 Penalty: 3897.310547
	Iteration 61Q: 3 clusters Score -449218.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -449221.875000 Penalty: 3897.310547
	Iteration 62Q: 3 clusters Score -449221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -449223.406250 Penalty: 3897.310547
	Iteration 63Q: 3 clusters Score -449223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -449225.000000 Penalty: 3897.310547
	Iteration 64Q: 3 clusters Score -449225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -449226.125000 Penalty: 3897.310547
	Iteration 65Q: 3 clusters Score -449226.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -449226.937500 Penalty: 3897.310547
	Iteration 66Q: 3 clusters Score -449226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -449228.000000 Penalty: 3897.310547
	Iteration 67Q: 3 clusters Score -449228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -449230.218750 Penalty: 3897.310547
	Iteration 68Q: 3 clusters Score -449230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -449231.312500 Penalty: 3897.310547
	Iteration 69Q: 3 clusters Score -449231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -449234.968750 Penalty: 3897.310547
	Iteration 70Q: 3 clusters Score -449235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -449237.468750 Penalty: 3897.310547
	Iteration 71Q: 3 clusters Score -449237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -449239.750000 Penalty: 3897.310547
	Iteration 72Q: 3 clusters Score -449239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -449243.250000 Penalty: 3897.310547
	Iteration 73Q: 3 clusters Score -449243.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -449246.187500 Penalty: 3897.310547
	Iteration 74Q: 3 clusters Score -449246.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -449250.750000 Penalty: 3897.310547
	Iteration 75Q: 3 clusters Score -449250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -449252.000000 Penalty: 3897.310547
	Iteration 76Q: 3 clusters Score -449252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -449253.156250 Penalty: 3897.310547
	Iteration 77Q: 3 clusters Score -449253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -449253.812500 Penalty: 3897.310547
	Iteration 78Q: 3 clusters Score -449253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -449254.937500 Penalty: 3897.310547
	Iteration 79Q: 3 clusters Score -449254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -449254.437500 Penalty: 3897.310547
	Iteration 80F: 3 clusters Score -449254.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Entering Unmasked Estep 
Score: -8151485.500000 Penalty: 2652.934570
	Iteration 0F: 2 clusters Score -8151486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -8121765.500000 Penalty: 5305.869141
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Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 22583 members 
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Mstep: Class 2 contains 22739 members 
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Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20949 members 
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Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8134519 nChanged 1510
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Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8135032 nChanged 1720
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Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8135738 nChanged 2079
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Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8138550 nChanged 2916
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Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8143366 nChanged 2278
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Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -8145135 nChanged 1606
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Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8147074 nChanged 655
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Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8147424 nChanged 579
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Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8148070 nChanged 606
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Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8148468 nChanged 576
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Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8148821 nChanged 467
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Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8149033 nChanged 403
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Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 38408 members 
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	Iteration 22Q: 3 clusters Score -8149135 nChanged 348
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Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8149294 nChanged 317
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Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8149374 nChanged 309
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Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 39270 members 
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Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4276 members 
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	Iteration 28Q: 3 clusters Score -8149588 nChanged 183
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Mstep: Class 1 contains 4095 members 
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	Iteration 29Q: 3 clusters Score -8149608 nChanged 149
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	Iteration 30Q: 3 clusters Score -8149626 nChanged 125
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Mstep: Class 1 contains 3833 members 
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	Iteration 31Q: 3 clusters Score -8149649 nChanged 113
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Mstep: Class 1 contains 3728 members 
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	Iteration 32Q: 3 clusters Score -8149686 nChanged 103
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Mstep: Class 1 contains 3625 members 
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Mstep: Class 1 contains 3531 members 
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Mstep: Class 1 contains 3456 members 
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Mstep: Class 1 contains 3326 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8149690 nChanged 64
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Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 40975 members 
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Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 41036 members 
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Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8149701 nChanged 51
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Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 41135 members 
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Mstep: Class 1 contains 3063 members 
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	Iteration 42Q: 3 clusters Score -8149702 nChanged 31
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Mstep: Class 1 contains 3032 members 
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	Iteration 43Q: 3 clusters Score -8149712 nChanged 33
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Mstep: Class 1 contains 2999 members 
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	Iteration 44Q: 3 clusters Score -8149702 nChanged 32
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Mstep: Class 1 contains 2967 members 
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	Iteration 45Q: 3 clusters Score -8149696 nChanged 28
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Mstep: Class 1 contains 2939 members 
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	Iteration 46Q: 3 clusters Score -8149688 nChanged 29
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Mstep: Class 1 contains 2910 members 
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	Iteration 48Q: 3 clusters Score -8149667 nChanged 30
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	Iteration 49Q: 3 clusters Score -8149661 nChanged 23
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	Iteration 50Q: 3 clusters Score -8149673 nChanged 22
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	Iteration 53Q: 3 clusters Score -8149672 nChanged 20
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	Iteration 55Q: 3 clusters Score -8149670 nChanged 12
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	Iteration 56Q: 3 clusters Score -8149682 nChanged 8
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	Iteration 57Q: 3 clusters Score -8149678 nChanged 11
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	Iteration 58Q: 3 clusters Score -8149680 nChanged 11
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	Iteration 59Q: 3 clusters Score -8149689 nChanged 13
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	Iteration 60F: 3 clusters Score -8149691 nChanged 17
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	Iteration 61Q: 3 clusters Score -8149686 nChanged 11
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	Iteration 62Q: 3 clusters Score -8149690 nChanged 9
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	Iteration 63Q: 3 clusters Score -8149697 nChanged 7
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	Iteration 64Q: 3 clusters Score -8149696 nChanged 9
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	Iteration 65Q: 3 clusters Score -8149698 nChanged 6
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	Iteration 66Q: 3 clusters Score -8149700 nChanged 8
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	Iteration 67Q: 3 clusters Score -8149694 nChanged 7
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	Iteration 68Q: 3 clusters Score -8149696 nChanged 5
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	Iteration 69Q: 3 clusters Score -8149696 nChanged 7
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	Iteration 70Q: 3 clusters Score -8149700 nChanged 13
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	Iteration 71Q: 3 clusters Score -8149696 nChanged 14
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	Iteration 72Q: 3 clusters Score -8149699 nChanged 14
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	Iteration 73Q: 3 clusters Score -8149706 nChanged 16
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	Iteration 74Q: 3 clusters Score -8149704 nChanged 17
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	Iteration 75Q: 3 clusters Score -8149718 nChanged 14
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	Iteration 76Q: 3 clusters Score -8149714 nChanged 11
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	Iteration 77Q: 3 clusters Score -8149702 nChanged 10
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	Iteration 78Q: 3 clusters Score -8149707 nChanged 6
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	Iteration 79Q: 3 clusters Score -8149702 nChanged 8
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	Iteration 80F: 3 clusters Score -8149702 nChanged 8
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	Iteration 81Q: 3 clusters Score -8149702 nChanged 15
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	Iteration 82Q: 3 clusters Score -8149703 nChanged 16
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	Iteration 83Q: 3 clusters Score -8149712 nChanged 17
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	Iteration 84Q: 3 clusters Score -8149707 nChanged 21
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	Iteration 85Q: 3 clusters Score -8149699 nChanged 18
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	Iteration 86Q: 3 clusters Score -8149716 nChanged 15
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	Iteration 87Q: 3 clusters Score -8149714 nChanged 13
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	Iteration 88Q: 3 clusters Score -8149710 nChanged 13
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	Iteration 89Q: 3 clusters Score -8149708 nChanged 11
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	Iteration 90Q: 3 clusters Score -8149710 nChanged 13
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	Iteration 91Q: 3 clusters Score -8149715 nChanged 9
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	Iteration 92Q: 3 clusters Score -8149726 nChanged 5
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Score: -8149726.000000 Penalty: 5305.869141
	Iteration 93Q: 3 clusters Score -8149726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -8149717.000000 Penalty: 5305.869141
	Iteration 94Q: 3 clusters Score -8149717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -8149717.000000 Penalty: 5305.869141
	Iteration 95Q: 3 clusters Score -8149717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -8149717.500000 Penalty: 5305.869141
	Iteration 96Q: 3 clusters Score -8149718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -8149714.500000 Penalty: 5305.869141
	Iteration 97Q: 3 clusters Score -8149714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -8149716.000000 Penalty: 5305.869141
	Iteration 98Q: 3 clusters Score -8149716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -8149716.000000 Penalty: 5305.869141
	Iteration 99F: 3 clusters Score -8149716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -78630.640625 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -78630.64 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 231 members 
Entering Unmasked Estep 
Score: -77226.945312 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -77226.95 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77569.898438 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -77569.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -77798.976562 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -77798.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -77896.203125 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -77896.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77973.625000 Penalty: 3059.088379
	Iteration 4F: 3 clusters Score -77973.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78074.687500 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -78074.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78274.593750 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -78274.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78355.296875 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -78355.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78383.546875 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -78383.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78389.953125 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -78389.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78392.445312 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -78392.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78395.234375 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -78395.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78395.687500 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -78395.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78418.179688 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -78418.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78429.109375 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -78429.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78434.515625 Penalty: 3059.088379
	Iteration 15Q: 3 clusters Score -78434.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78435.875000 Penalty: 3059.088379
	Iteration 16Q: 3 clusters Score -78435.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78435.875000 Penalty: 3059.088379
	Iteration 17F: 3 clusters Score -78435.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -230294.687500 Penalty: 1782.726318
	Iteration 0F: 2 clusters Score -230294.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -228222.062500 Penalty: 3565.452637
	Iteration 0F: 3 clusters Score -228222.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -228832.015625 Penalty: 3565.452637
	Iteration 1F: 3 clusters Score -228832 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -229034.968750 Penalty: 3565.452637
	Iteration 2F: 3 clusters Score -229035 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -229166.140625 Penalty: 3565.452637
	Iteration 3F: 3 clusters Score -229166.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -229248.593750 Penalty: 3565.452637
	Iteration 4Q: 3 clusters Score -229248.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229307.921875 Penalty: 3565.452637
	Iteration 5Q: 3 clusters Score -229307.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -229362.171875 Penalty: 3565.452637
	Iteration 6Q: 3 clusters Score -229362.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -229407.953125 Penalty: 3565.452637
	Iteration 7Q: 3 clusters Score -229408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -229434.093750 Penalty: 3565.452637
	Iteration 8Q: 3 clusters Score -229434.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -229454.218750 Penalty: 3565.452637
	Iteration 9Q: 3 clusters Score -229454.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -229480.671875 Penalty: 3565.452637
	Iteration 10Q: 3 clusters Score -229480.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -229509.781250 Penalty: 3565.452637
	Iteration 11Q: 3 clusters Score -229509.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -229549.031250 Penalty: 3565.452637
	Iteration 12Q: 3 clusters Score -229549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229595.468750 Penalty: 3565.452637
	Iteration 13Q: 3 clusters Score -229595.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -229643.906250 Penalty: 3565.452637
	Iteration 14Q: 3 clusters Score -229643.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -229682.671875 Penalty: 3565.452637
	Iteration 15Q: 3 clusters Score -229682.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -229718.265625 Penalty: 3565.452637
	Iteration 16Q: 3 clusters Score -229718.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -229740.718750 Penalty: 3565.452637
	Iteration 17Q: 3 clusters Score -229740.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -229760.359375 Penalty: 3565.452637
	Iteration 18Q: 3 clusters Score -229760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -229781.890625 Penalty: 3565.452637
	Iteration 19Q: 3 clusters Score -229781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -229790.125000 Penalty: 3565.452637
	Iteration 20F: 3 clusters Score -229790.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -229801.406250 Penalty: 3565.452637
	Iteration 21Q: 3 clusters Score -229801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -229809.718750 Penalty: 3565.452637
	Iteration 22Q: 3 clusters Score -229809.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -229814.000000 Penalty: 3565.452637
	Iteration 23Q: 3 clusters Score -229814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -229817.218750 Penalty: 3565.452637
	Iteration 24Q: 3 clusters Score -229817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -229818.234375 Penalty: 3565.452637
	Iteration 25Q: 3 clusters Score -229818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -229818.234375 Penalty: 3565.452637
	Iteration 26F: 3 clusters Score -229818.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Entering Unmasked Estep 
Score: -9601878.000000 Penalty: 2688.988037
	Iteration 0F: 2 clusters Score -9601878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -9570292.000000 Penalty: 5377.976074
	Iteration 0F: 3 clusters Score -9570292 nChanged 23714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -9583281.000000 Penalty: 5377.976074
	Iteration 1F: 3 clusters Score -9583281 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -9583800.000000 Penalty: 5377.976074
	Iteration 2Q: 3 clusters Score -9583800 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -9584456.000000 Penalty: 5377.976074
	Iteration 3Q: 3 clusters Score -9584456 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -9585248.000000 Penalty: 5377.976074
	Iteration 4Q: 3 clusters Score -9585248 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -9586410.000000 Penalty: 5377.976074
	Iteration 5Q: 3 clusters Score -9586410 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -9588057.000000 Penalty: 5377.976074
	Iteration 6F: 3 clusters Score -9588057 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -9590167.000000 Penalty: 5377.976074
	Iteration 7F: 3 clusters Score -9590167 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -9592554.000000 Penalty: 5377.976074
	Iteration 8F: 3 clusters Score -9592554 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -9594829.000000 Penalty: 5377.976074
	Iteration 9F: 3 clusters Score -9594829 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -9596584.000000 Penalty: 5377.976074
	Iteration 10Q: 3 clusters Score -9596584 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -9597733.000000 Penalty: 5377.976074
	Iteration 11Q: 3 clusters Score -9597733 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -9598555.000000 Penalty: 5377.976074
	Iteration 12Q: 3 clusters Score -9598555 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -9598986.000000 Penalty: 5377.976074
	Iteration 13Q: 3 clusters Score -9598986 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -9599193.000000 Penalty: 5377.976074
	Iteration 14Q: 3 clusters Score -9599193 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9599326.000000 Penalty: 5377.976074
	Iteration 15Q: 3 clusters Score -9599326 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9599422.000000 Penalty: 5377.976074
	Iteration 16Q: 3 clusters Score -9599422 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9599537.000000 Penalty: 5377.976074
	Iteration 17Q: 3 clusters Score -9599537 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9599610.000000 Penalty: 5377.976074
	Iteration 18Q: 3 clusters Score -9599610 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9599657.000000 Penalty: 5377.976074
	Iteration 19Q: 3 clusters Score -9599657 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9599718.000000 Penalty: 5377.976074
	Iteration 20F: 3 clusters Score -9599718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9599745.000000 Penalty: 5377.976074
	Iteration 21Q: 3 clusters Score -9599745 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9599753.000000 Penalty: 5377.976074
	Iteration 22Q: 3 clusters Score -9599753 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9599777.000000 Penalty: 5377.976074
	Iteration 23Q: 3 clusters Score -9599777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9599805.000000 Penalty: 5377.976074
	Iteration 24Q: 3 clusters Score -9599805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9599816.000000 Penalty: 5377.976074
	Iteration 25Q: 3 clusters Score -9599816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9599823.000000 Penalty: 5377.976074
	Iteration 26Q: 3 clusters Score -9599823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9599844.000000 Penalty: 5377.976074
	Iteration 27Q: 3 clusters Score -9599844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9599843.000000 Penalty: 5377.976074
	Iteration 28Q: 3 clusters Score -9599843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9599854.000000 Penalty: 5377.976074
	Iteration 29Q: 3 clusters Score -9599854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9599847.000000 Penalty: 5377.976074
	Iteration 30Q: 3 clusters Score -9599847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9599860.000000 Penalty: 5377.976074
	Iteration 31Q: 3 clusters Score -9599860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9599870.000000 Penalty: 5377.976074
	Iteration 32Q: 3 clusters Score -9599870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9599867.000000 Penalty: 5377.976074
	Iteration 33Q: 3 clusters Score -9599867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9599874.000000 Penalty: 5377.976074
	Iteration 34Q: 3 clusters Score -9599874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9599878.000000 Penalty: 5377.976074
	Iteration 35Q: 3 clusters Score -9599878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9599879.000000 Penalty: 5377.976074
	Iteration 36Q: 3 clusters Score -9599879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9599869.000000 Penalty: 5377.976074
	Iteration 37Q: 3 clusters Score -9599869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9599881.000000 Penalty: 5377.976074
	Iteration 38Q: 3 clusters Score -9599881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9599870.000000 Penalty: 5377.976074
	Iteration 39Q: 3 clusters Score -9599870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9599880.000000 Penalty: 5377.976074
	Iteration 40F: 3 clusters Score -9599880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9599888.000000 Penalty: 5377.976074
	Iteration 41Q: 3 clusters Score -9599888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9599888.000000 Penalty: 5377.976074
	Iteration 42Q: 3 clusters Score -9599888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9599890.000000 Penalty: 5377.976074
	Iteration 43Q: 3 clusters Score -9599890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9599890.000000 Penalty: 5377.976074
	Iteration 44F: 3 clusters Score -9599890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (54482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Entering Unmasked Estep 
Score: -10228230.000000 Penalty: 2704.594971
	Iteration 0F: 2 clusters Score -1.022823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -10197020.000000 Penalty: 5409.189941
	Iteration 0F: 3 clusters Score -1.019702e+07 nChanged 25265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -10210846.000000 Penalty: 5409.189941
	Iteration 1F: 3 clusters Score -1.021085e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -10211358.000000 Penalty: 5409.189941
	Iteration 2Q: 3 clusters Score -1.021136e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -10211879.000000 Penalty: 5409.189941
	Iteration 3Q: 3 clusters Score -1.021188e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -10212489.000000 Penalty: 5409.189941
	Iteration 4Q: 3 clusters Score -1.021249e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -10213188.000000 Penalty: 5409.189941
	Iteration 5Q: 3 clusters Score -1.021319e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -10214098.000000 Penalty: 5409.189941
	Iteration 6Q: 3 clusters Score -1.02141e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -10215329.000000 Penalty: 5409.189941
	Iteration 7Q: 3 clusters Score -1.021533e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -10217056.000000 Penalty: 5409.189941
	Iteration 8F: 3 clusters Score -1.021706e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -10219210.000000 Penalty: 5409.189941
	Iteration 9F: 3 clusters Score -1.021921e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -10221296.000000 Penalty: 5409.189941
	Iteration 10F: 3 clusters Score -1.02213e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -10222830.000000 Penalty: 5409.189941
	Iteration 11Q: 3 clusters Score -1.022283e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -10223813.000000 Penalty: 5409.189941
	Iteration 12Q: 3 clusters Score -1.022381e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -10224431.000000 Penalty: 5409.189941
	Iteration 13Q: 3 clusters Score -1.022443e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -10224818.000000 Penalty: 5409.189941
	Iteration 14Q: 3 clusters Score -1.022482e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -10225205.000000 Penalty: 5409.189941
	Iteration 15Q: 3 clusters Score -1.02252e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -10225522.000000 Penalty: 5409.189941
	Iteration 16Q: 3 clusters Score -1.022552e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -10225764.000000 Penalty: 5409.189941
	Iteration 17Q: 3 clusters Score -1.022576e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -10225969.000000 Penalty: 5409.189941
	Iteration 18Q: 3 clusters Score -1.022597e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -10226173.000000 Penalty: 5409.189941
	Iteration 19Q: 3 clusters Score -1.022617e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -10226481.000000 Penalty: 5409.189941
	Iteration 20F: 3 clusters Score -1.022648e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -10226696.000000 Penalty: 5409.189941
	Iteration 21Q: 3 clusters Score -1.02267e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -10226997.000000 Penalty: 5409.189941
	Iteration 22Q: 3 clusters Score -1.0227e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -10227209.000000 Penalty: 5409.189941
	Iteration 23Q: 3 clusters Score -1.022721e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -10227442.000000 Penalty: 5409.189941
	Iteration 24Q: 3 clusters Score -1.022744e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -10227632.000000 Penalty: 5409.189941
	Iteration 25Q: 3 clusters Score -1.022763e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -10227794.000000 Penalty: 5409.189941
	Iteration 26Q: 3 clusters Score -1.022779e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -10227984.000000 Penalty: 5409.189941
	Iteration 27Q: 3 clusters Score -1.022798e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -10228162.000000 Penalty: 5409.189941
	Iteration 28Q: 3 clusters Score -1.022816e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -10228328.000000 Penalty: 5409.189941
	Iteration 29Q: 3 clusters Score -1.022833e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -10228460.000000 Penalty: 5409.189941
	Iteration 30Q: 3 clusters Score -1.022846e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -10228513.000000 Penalty: 5409.189941
	Iteration 31Q: 3 clusters Score -1.022851e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -10228611.000000 Penalty: 5409.189941
	Iteration 32Q: 3 clusters Score -1.022861e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -10228619.000000 Penalty: 5409.189941
	Iteration 33Q: 3 clusters Score -1.022862e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -10228638.000000 Penalty: 5409.189941
	Iteration 34Q: 3 clusters Score -1.022864e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -10228627.000000 Penalty: 5409.189941
	Iteration 35Q: 3 clusters Score -1.022863e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -10228609.000000 Penalty: 5409.189941
	Iteration 36Q: 3 clusters Score -1.022861e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -10228615.000000 Penalty: 5409.189941
	Iteration 37Q: 3 clusters Score -1.022862e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -10228634.000000 Penalty: 5409.189941
	Iteration 38Q: 3 clusters Score -1.022863e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -10228664.000000 Penalty: 5409.189941
	Iteration 39Q: 3 clusters Score -1.022866e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -10228739.000000 Penalty: 5409.189941
	Iteration 40F: 3 clusters Score -1.022874e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -10228773.000000 Penalty: 5409.189941
	Iteration 41Q: 3 clusters Score -1.022877e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -10228756.000000 Penalty: 5409.189941
	Iteration 42Q: 3 clusters Score -1.022876e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -10228778.000000 Penalty: 5409.189941
	Iteration 43Q: 3 clusters Score -1.022878e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -10228771.000000 Penalty: 5409.189941
	Iteration 44Q: 3 clusters Score -1.022877e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -10228771.000000 Penalty: 5409.189941
	Iteration 45Q: 3 clusters Score -1.022877e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -10228792.000000 Penalty: 5409.189941
	Iteration 46Q: 3 clusters Score -1.022879e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -10228831.000000 Penalty: 5409.189941
	Iteration 47Q: 3 clusters Score -1.022883e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -10228851.000000 Penalty: 5409.189941
	Iteration 48Q: 3 clusters Score -1.022885e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -10228855.000000 Penalty: 5409.189941
	Iteration 49Q: 3 clusters Score -1.022886e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -10228856.000000 Penalty: 5409.189941
	Iteration 50Q: 3 clusters Score -1.022886e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -10228900.000000 Penalty: 5409.189941
	Iteration 51Q: 3 clusters Score -1.02289e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -10228897.000000 Penalty: 5409.189941
	Iteration 52Q: 3 clusters Score -1.02289e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -10228905.000000 Penalty: 5409.189941
	Iteration 53Q: 3 clusters Score -1.02289e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -10228925.000000 Penalty: 5409.189941
	Iteration 54Q: 3 clusters Score -1.022892e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -10228957.000000 Penalty: 5409.189941
	Iteration 55Q: 3 clusters Score -1.022896e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -10228920.000000 Penalty: 5409.189941
	Iteration 56Q: 3 clusters Score -1.022892e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -10228923.000000 Penalty: 5409.189941
	Iteration 57Q: 3 clusters Score -1.022892e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -10228953.000000 Penalty: 5409.189941
	Iteration 58Q: 3 clusters Score -1.022895e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -10228966.000000 Penalty: 5409.189941
	Iteration 59Q: 3 clusters Score -1.022897e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -10228945.000000 Penalty: 5409.189941
	Iteration 60F: 3 clusters Score -1.022894e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -10228919.000000 Penalty: 5409.189941
	Iteration 61Q: 3 clusters Score -1.022892e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -10228941.000000 Penalty: 5409.189941
	Iteration 62Q: 3 clusters Score -1.022894e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -10228921.000000 Penalty: 5409.189941
	Iteration 63Q: 3 clusters Score -1.022892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -10228930.000000 Penalty: 5409.189941
	Iteration 64Q: 3 clusters Score -1.022893e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -10228941.000000 Penalty: 5409.189941
	Iteration 65Q: 3 clusters Score -1.022894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -10228942.000000 Penalty: 5409.189941
	Iteration 66Q: 3 clusters Score -1.022894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -10228922.000000 Penalty: 5409.189941
	Iteration 67Q: 3 clusters Score -1.022892e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -10228958.000000 Penalty: 5409.189941
	Iteration 68Q: 3 clusters Score -1.022896e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -10228969.000000 Penalty: 5409.189941
	Iteration 69Q: 3 clusters Score -1.022897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -10228981.000000 Penalty: 5409.189941
	Iteration 70Q: 3 clusters Score -1.022898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -10228978.000000 Penalty: 5409.189941
	Iteration 71Q: 3 clusters Score -1.022898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -10228976.000000 Penalty: 5409.189941
	Iteration 72Q: 3 clusters Score -1.022898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -10228969.000000 Penalty: 5409.189941
	Iteration 73Q: 3 clusters Score -1.022897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -10228969.000000 Penalty: 5409.189941
	Iteration 74Q: 3 clusters Score -1.022897e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -10228966.000000 Penalty: 5409.189941
	Iteration 75Q: 3 clusters Score -1.022897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -10228970.000000 Penalty: 5409.189941
	Iteration 76Q: 3 clusters Score -1.022897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -10228966.000000 Penalty: 5409.189941
	Iteration 77Q: 3 clusters Score -1.022897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -10228962.000000 Penalty: 5409.189941
	Iteration 78Q: 3 clusters Score -1.022896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -10228957.000000 Penalty: 5409.189941
	Iteration 79Q: 3 clusters Score -1.022896e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -10228940.000000 Penalty: 5409.189941
	Iteration 80F: 3 clusters Score -1.022894e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -10228951.000000 Penalty: 5409.189941
	Iteration 81Q: 3 clusters Score -1.022895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -10228936.000000 Penalty: 5409.189941
	Iteration 82Q: 3 clusters Score -1.022894e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -10228940.000000 Penalty: 5409.189941
	Iteration 83Q: 3 clusters Score -1.022894e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -10228933.000000 Penalty: 5409.189941
	Iteration 84Q: 3 clusters Score -1.022893e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -10228933.000000 Penalty: 5409.189941
	Iteration 85Q: 3 clusters Score -1.022893e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -10228949.000000 Penalty: 5409.189941
	Iteration 86Q: 3 clusters Score -1.022895e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -10228953.000000 Penalty: 5409.189941
	Iteration 87Q: 3 clusters Score -1.022895e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -10228935.000000 Penalty: 5409.189941
	Iteration 88Q: 3 clusters Score -1.022894e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -10228932.000000 Penalty: 5409.189941
	Iteration 89Q: 3 clusters Score -1.022893e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -10228904.000000 Penalty: 5409.189941
	Iteration 90Q: 3 clusters Score -1.02289e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -10228900.000000 Penalty: 5409.189941
	Iteration 91Q: 3 clusters Score -1.02289e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -10228910.000000 Penalty: 5409.189941
	Iteration 92Q: 3 clusters Score -1.022891e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -10228940.000000 Penalty: 5409.189941
	Iteration 93Q: 3 clusters Score -1.022894e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -10228949.000000 Penalty: 5409.189941
	Iteration 94Q: 3 clusters Score -1.022895e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -10228965.000000 Penalty: 5409.189941
	Iteration 95Q: 3 clusters Score -1.022896e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -10228976.000000 Penalty: 5409.189941
	Iteration 96Q: 3 clusters Score -1.022898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -10228986.000000 Penalty: 5409.189941
	Iteration 97Q: 3 clusters Score -1.022899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -10228974.000000 Penalty: 5409.189941
	Iteration 98Q: 3 clusters Score -1.022897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -10228978.000000 Penalty: 5409.189941
	Iteration 99Q: 3 clusters Score -1.022898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -10228979.000000 Penalty: 5409.189941
	Iteration 100F: 3 clusters Score -1.022898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -10228983.000000 Penalty: 5409.189941
	Iteration 101Q: 3 clusters Score -1.022898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -10228965.000000 Penalty: 5409.189941
	Iteration 102Q: 3 clusters Score -1.022896e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -10228964.000000 Penalty: 5409.189941
	Iteration 103Q: 3 clusters Score -1.022896e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -10228976.000000 Penalty: 5409.189941
	Iteration 104Q: 3 clusters Score -1.022898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -10228969.000000 Penalty: 5409.189941
	Iteration 105Q: 3 clusters Score -1.022897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -10228961.000000 Penalty: 5409.189941
	Iteration 106Q: 3 clusters Score -1.022896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -10228975.000000 Penalty: 5409.189941
	Iteration 107Q: 3 clusters Score -1.022898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -10228958.000000 Penalty: 5409.189941
	Iteration 108Q: 3 clusters Score -1.022896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -10228958.000000 Penalty: 5409.189941
	Iteration 109Q: 3 clusters Score -1.022896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -10228953.000000 Penalty: 5409.189941
	Iteration 110Q: 3 clusters Score -1.022895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -10228952.000000 Penalty: 5409.189941
	Iteration 111Q: 3 clusters Score -1.022895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -10228952.000000 Penalty: 5409.189941
	Iteration 112Q: 3 clusters Score -1.022895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -10228959.000000 Penalty: 5409.189941
	Iteration 113Q: 3 clusters Score -1.022896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -10228959.000000 Penalty: 5409.189941
	Iteration 114F: 3 clusters Score -1.022896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31664 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38338 members 
Mstep: Class 5 contains 48192 members 
Mstep: Class 6 contains 47794 members 
Mstep: Class 7 contains 34025 members 
Mstep: Class 8 contains 46792 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 52365 members 
Mstep: Class 11 contains 49181 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49695 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5552 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 36829 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 44237 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 51159 members 
Mstep: Class 23 contains 17011 members 
Mstep: Class 24 contains 37471 members 
Entering Unmasked Estep 
Score: -110154568.000000 Penalty: 79215.406250
Splitting cluster 23 changes total score from -110154072.000000 to -110154568.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31664 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38338 members 
Mstep: Class 5 contains 48192 members 
Mstep: Class 6 contains 47794 members 
Mstep: Class 7 contains 34025 members 
Mstep: Class 8 contains 46792 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 52365 members 
Mstep: Class 11 contains 49181 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49695 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5552 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 36829 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 44237 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 51159 members 
Mstep: Class 23 contains 17011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156208.000000 Penalty: 79215.406250
Iteration 159Q: 25 clusters Score -1.101562e+08 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31666 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38129 members 
Mstep: Class 5 contains 48152 members 
Mstep: Class 6 contains 47956 members 
Mstep: Class 7 contains 33958 members 
Mstep: Class 8 contains 46768 members 
Mstep: Class 9 contains 4298 members 
Mstep: Class 10 contains 52504 members 
Mstep: Class 11 contains 49356 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49755 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5551 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 36773 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 44223 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 51326 members 
Mstep: Class 23 contains 18026 members 
Mstep: Class 24 contains 36145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156600.000000 Penalty: 79215.406250
Iteration 160F: 25 clusters Score -1.101566e+08 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31661 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37641 members 
Mstep: Class 5 contains 47908 members 
Mstep: Class 6 contains 47806 members 
Mstep: Class 7 contains 33594 members 
Mstep: Class 8 contains 46711 members 
Mstep: Class 9 contains 4309 members 
Mstep: Class 10 contains 52556 members 
Mstep: Class 11 contains 49188 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49245 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5553 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 36468 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 43951 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 50923 members 
Mstep: Class 23 contains 18700 members 
Mstep: Class 24 contains 38372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157992.000000 Penalty: 79215.406250
Iteration 161Q: 25 clusters Score -1.10158e+08 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31639 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37182 members 
Mstep: Class 5 contains 47722 members 
Mstep: Class 6 contains 47642 members 
Mstep: Class 7 contains 33227 members 
Mstep: Class 8 contains 46698 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 52689 members 
Mstep: Class 11 contains 49080 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 48643 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5521 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 36153 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 43692 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 50442 members 
Mstep: Class 23 contains 19523 members 
Mstep: Class 24 contains 40410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158824.000000 Penalty: 79215.406250
Iteration 162Q: 25 clusters Score -1.101588e+08 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31614 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36756 members 
Mstep: Class 5 contains 47515 members 
Mstep: Class 6 contains 47458 members 
Mstep: Class 7 contains 32866 members 
Mstep: Class 8 contains 46693 members 
Mstep: Class 9 contains 4343 members 
Mstep: Class 10 contains 52838 members 
Mstep: Class 11 contains 48968 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 47935 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5476 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 35812 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 43419 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 49875 members 
Mstep: Class 23 contains 20438 members 
Mstep: Class 24 contains 42581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160608.000000 Penalty: 79215.406250
Iteration 163Q: 25 clusters Score -1.101606e+08 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31574 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36293 members 
Mstep: Class 5 contains 47358 members 
Mstep: Class 6 contains 47210 members 
Mstep: Class 7 contains 32476 members 
Mstep: Class 8 contains 46704 members 
Mstep: Class 9 contains 4366 members 
Mstep: Class 10 contains 53000 members 
Mstep: Class 11 contains 48901 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 47090 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 35410 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 43175 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 49220 members 
Mstep: Class 23 contains 21388 members 
Mstep: Class 24 contains 45025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161808.000000 Penalty: 79215.406250
Iteration 164Q: 25 clusters Score -1.101618e+08 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31546 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35846 members 
Mstep: Class 5 contains 47155 members 
Mstep: Class 6 contains 46963 members 
Mstep: Class 7 contains 32012 members 
Mstep: Class 8 contains 46641 members 
Mstep: Class 9 contains 4382 members 
Mstep: Class 10 contains 53217 members 
Mstep: Class 11 contains 48859 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 46097 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5285 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 42883 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 48721 members 
Mstep: Class 23 contains 22552 members 
Mstep: Class 24 contains 47418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162672.000000 Penalty: 79215.406250
Iteration 165Q: 25 clusters Score -1.101627e+08 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31496 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35472 members 
Mstep: Class 5 contains 47003 members 
Mstep: Class 6 contains 46758 members 
Mstep: Class 7 contains 31594 members 
Mstep: Class 8 contains 46569 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 53305 members 
Mstep: Class 11 contains 48937 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45138 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 34617 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 42627 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 48653 members 
Mstep: Class 23 contains 23615 members 
Mstep: Class 24 contains 49285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162920.000000 Penalty: 79215.406250
Iteration 166Q: 25 clusters Score -1.101629e+08 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31454 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35137 members 
Mstep: Class 5 contains 46892 members 
Mstep: Class 6 contains 46590 members 
Mstep: Class 7 contains 31164 members 
Mstep: Class 8 contains 46532 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 53479 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44489 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4960 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 34213 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 42368 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 48836 members 
Mstep: Class 23 contains 24620 members 
Mstep: Class 24 contains 50552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163472.000000 Penalty: 79215.406250
Iteration 167Q: 25 clusters Score -1.101635e+08 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31407 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34838 members 
Mstep: Class 5 contains 46779 members 
Mstep: Class 6 contains 46479 members 
Mstep: Class 7 contains 30742 members 
Mstep: Class 8 contains 46462 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 53584 members 
Mstep: Class 11 contains 48785 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44052 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4816 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 33881 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 42156 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 48946 members 
Mstep: Class 23 contains 25684 members 
Mstep: Class 24 contains 51561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163128.000000 Penalty: 79215.406250
Iteration 168Q: 25 clusters Score -1.101631e+08 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31344 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34581 members 
Mstep: Class 5 contains 46679 members 
Mstep: Class 6 contains 46371 members 
Mstep: Class 7 contains 30324 members 
Mstep: Class 8 contains 46417 members 
Mstep: Class 9 contains 4434 members 
Mstep: Class 10 contains 53592 members 
Mstep: Class 11 contains 48620 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43760 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4695 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 33587 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 41970 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 49033 members 
Mstep: Class 23 contains 26790 members 
Mstep: Class 24 contains 52395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162928.000000 Penalty: 79215.406250
Iteration 169Q: 25 clusters Score -1.101629e+08 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31290 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34310 members 
Mstep: Class 5 contains 46648 members 
Mstep: Class 6 contains 46311 members 
Mstep: Class 7 contains 29923 members 
Mstep: Class 8 contains 46359 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 53670 members 
Mstep: Class 11 contains 48475 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43462 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4564 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 33282 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 41805 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 49218 members 
Mstep: Class 23 contains 27803 members 
Mstep: Class 24 contains 53032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162944.000000 Penalty: 79215.406250
Iteration 170Q: 25 clusters Score -1.101629e+08 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31231 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34033 members 
Mstep: Class 5 contains 46588 members 
Mstep: Class 6 contains 46245 members 
Mstep: Class 7 contains 29521 members 
Mstep: Class 8 contains 46297 members 
Mstep: Class 9 contains 4475 members 
Mstep: Class 10 contains 53758 members 
Mstep: Class 11 contains 48295 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43278 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4422 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 33009 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 41666 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 49459 members 
Mstep: Class 23 contains 28904 members 
Mstep: Class 24 contains 53414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162632.000000 Penalty: 79215.406250
Iteration 171Q: 25 clusters Score -1.101626e+08 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31178 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33773 members 
Mstep: Class 5 contains 46529 members 
Mstep: Class 6 contains 46188 members 
Mstep: Class 7 contains 29091 members 
Mstep: Class 8 contains 46271 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 53671 members 
Mstep: Class 11 contains 48136 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43154 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 32728 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 41496 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 49771 members 
Mstep: Class 23 contains 30035 members 
Mstep: Class 24 contains 53769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 25 clusters Score -1.101622e+08 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31130 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33566 members 
Mstep: Class 5 contains 46493 members 
Mstep: Class 6 contains 46190 members 
Mstep: Class 7 contains 28672 members 
Mstep: Class 8 contains 46221 members 
Mstep: Class 9 contains 4534 members 
Mstep: Class 10 contains 53486 members 
Mstep: Class 11 contains 47968 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43123 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4176 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 32434 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 50123 members 
Mstep: Class 23 contains 31176 members 
Mstep: Class 24 contains 53984 members 
Entering Unmasked Estep 
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Iteration 173Q: 25 clusters Score -1.101622e+08 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31071 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33361 members 
Mstep: Class 5 contains 46422 members 
Mstep: Class 6 contains 46222 members 
Mstep: Class 7 contains 28287 members 
Mstep: Class 8 contains 46190 members 
Mstep: Class 9 contains 4557 members 
Mstep: Class 10 contains 53261 members 
Mstep: Class 11 contains 47784 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43164 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 4071 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 32158 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 41164 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 50378 members 
Mstep: Class 23 contains 32271 members 
Mstep: Class 24 contains 54233 members 
Entering Unmasked Estep 
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Iteration 174Q: 25 clusters Score -1.101627e+08 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31019 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33180 members 
Mstep: Class 5 contains 46341 members 
Mstep: Class 6 contains 46234 members 
Mstep: Class 7 contains 27916 members 
Mstep: Class 8 contains 46150 members 
Mstep: Class 9 contains 4571 members 
Mstep: Class 10 contains 53118 members 
Mstep: Class 11 contains 47683 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43296 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 31884 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 41022 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 50550 members 
Mstep: Class 23 contains 33270 members 
Mstep: Class 24 contains 54395 members 
Entering Unmasked Estep 
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Iteration 175Q: 25 clusters Score -1.101627e+08 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30979 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33020 members 
Mstep: Class 5 contains 46233 members 
Mstep: Class 6 contains 46254 members 
Mstep: Class 7 contains 27548 members 
Mstep: Class 8 contains 46074 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 53083 members 
Mstep: Class 11 contains 47576 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43438 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 3880 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 31612 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 40882 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 50658 members 
Mstep: Class 23 contains 34251 members 
Mstep: Class 24 contains 54520 members 
Entering Unmasked Estep 
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Iteration 176Q: 25 clusters Score -1.101634e+08 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30922 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32837 members 
Mstep: Class 5 contains 46186 members 
Mstep: Class 6 contains 46277 members 
Mstep: Class 7 contains 27176 members 
Mstep: Class 8 contains 45986 members 
Mstep: Class 9 contains 4599 members 
Mstep: Class 10 contains 53084 members 
Mstep: Class 11 contains 47486 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43634 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 31325 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 40737 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 50751 members 
Mstep: Class 23 contains 35208 members 
Mstep: Class 24 contains 54592 members 
Entering Unmasked Estep 
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Iteration 177Q: 25 clusters Score -1.101634e+08 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30860 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32682 members 
Mstep: Class 5 contains 46136 members 
Mstep: Class 6 contains 46288 members 
Mstep: Class 7 contains 26825 members 
Mstep: Class 8 contains 45932 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 53399 members 
Mstep: Class 11 contains 47347 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43823 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 31001 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 40592 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 50866 members 
Mstep: Class 23 contains 36332 members 
Mstep: Class 24 contains 54215 members 
Entering Unmasked Estep 
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Iteration 178Q: 25 clusters Score -1.101638e+08 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30777 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32540 members 
Mstep: Class 5 contains 46100 members 
Mstep: Class 6 contains 46283 members 
Mstep: Class 7 contains 26440 members 
Mstep: Class 8 contains 45824 members 
Mstep: Class 9 contains 4631 members 
Mstep: Class 10 contains 53805 members 
Mstep: Class 11 contains 47143 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43983 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3592 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 30746 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 40459 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 50963 members 
Mstep: Class 23 contains 37535 members 
Mstep: Class 24 contains 53776 members 
Entering Unmasked Estep 
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Iteration 179Q: 25 clusters Score -1.10164e+08 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30696 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32396 members 
Mstep: Class 5 contains 46053 members 
Mstep: Class 6 contains 46267 members 
Mstep: Class 7 contains 26050 members 
Mstep: Class 8 contains 45706 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 54204 members 
Mstep: Class 11 contains 47020 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3473 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 30429 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 40340 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 51042 members 
Mstep: Class 23 contains 38936 members 
Mstep: Class 24 contains 53274 members 
Entering Unmasked Estep 
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Iteration 180F: 25 clusters Score -1.101651e+08 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30628 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32273 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 46233 members 
Mstep: Class 7 contains 25666 members 
Mstep: Class 8 contains 45639 members 
Mstep: Class 9 contains 4667 members 
Mstep: Class 10 contains 54549 members 
Mstep: Class 11 contains 46894 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44003 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3362 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 30111 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 40276 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 50935 members 
Mstep: Class 23 contains 40678 members 
Mstep: Class 24 contains 52698 members 
Entering Unmasked Estep 
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Iteration 181Q: 25 clusters Score -1.101657e+08 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30546 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32154 members 
Mstep: Class 5 contains 45944 members 
Mstep: Class 6 contains 46190 members 
Mstep: Class 7 contains 25318 members 
Mstep: Class 8 contains 45596 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 55038 members 
Mstep: Class 11 contains 46815 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43815 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 29778 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 40215 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 50739 members 
Mstep: Class 23 contains 42745 members 
Mstep: Class 24 contains 51744 members 
Entering Unmasked Estep 
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Iteration 182Q: 25 clusters Score -1.101661e+08 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30481 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32043 members 
Mstep: Class 5 contains 45893 members 
Mstep: Class 6 contains 46117 members 
Mstep: Class 7 contains 24960 members 
Mstep: Class 8 contains 45608 members 
Mstep: Class 9 contains 4703 members 
Mstep: Class 10 contains 55542 members 
Mstep: Class 11 contains 46803 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43489 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3208 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 29475 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 40134 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 50321 members 
Mstep: Class 23 contains 44894 members 
Mstep: Class 24 contains 50931 members 
Entering Unmasked Estep 
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Iteration 183Q: 25 clusters Score -1.101674e+08 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30422 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31984 members 
Mstep: Class 5 contains 45831 members 
Mstep: Class 6 contains 46048 members 
Mstep: Class 7 contains 24608 members 
Mstep: Class 8 contains 45645 members 
Mstep: Class 9 contains 4716 members 
Mstep: Class 10 contains 56067 members 
Mstep: Class 11 contains 46860 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42989 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3144 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 29158 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 40107 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 50064 members 
Mstep: Class 23 contains 46902 members 
Mstep: Class 24 contains 50059 members 
Entering Unmasked Estep 
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Iteration 184Q: 25 clusters Score -1.101679e+08 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30374 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32028 members 
Mstep: Class 5 contains 45756 members 
Mstep: Class 6 contains 45898 members 
Mstep: Class 7 contains 24250 members 
Mstep: Class 8 contains 45799 members 
Mstep: Class 9 contains 4729 members 
Mstep: Class 10 contains 56007 members 
Mstep: Class 11 contains 46937 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42574 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 28843 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 40078 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 49722 members 
Mstep: Class 23 contains 48452 members 
Mstep: Class 24 contains 50077 members 
Entering Unmasked Estep 
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Iteration 185Q: 25 clusters Score -1.101678e+08 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30332 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32117 members 
Mstep: Class 5 contains 45669 members 
Mstep: Class 6 contains 45818 members 
Mstep: Class 7 contains 23907 members 
Mstep: Class 8 contains 45912 members 
Mstep: Class 9 contains 4737 members 
Mstep: Class 10 contains 55801 members 
Mstep: Class 11 contains 46965 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42265 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 28573 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 40053 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 49416 members 
Mstep: Class 23 contains 49597 members 
Mstep: Class 24 contains 50414 members 
Entering Unmasked Estep 
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Iteration 186Q: 25 clusters Score -1.101679e+08 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30292 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32237 members 
Mstep: Class 5 contains 45601 members 
Mstep: Class 6 contains 45761 members 
Mstep: Class 7 contains 23616 members 
Mstep: Class 8 contains 46078 members 
Mstep: Class 9 contains 4754 members 
Mstep: Class 10 contains 55543 members 
Mstep: Class 11 contains 46948 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41992 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 28280 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 40042 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 49218 members 
Mstep: Class 23 contains 50492 members 
Mstep: Class 24 contains 50769 members 
Entering Unmasked Estep 
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Iteration 187Q: 25 clusters Score -1.10168e+08 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30260 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32357 members 
Mstep: Class 5 contains 45512 members 
Mstep: Class 6 contains 45739 members 
Mstep: Class 7 contains 23328 members 
Mstep: Class 8 contains 46220 members 
Mstep: Class 9 contains 4778 members 
Mstep: Class 10 contains 55393 members 
Mstep: Class 11 contains 46997 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41807 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 27970 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 40053 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 49173 members 
Mstep: Class 23 contains 51000 members 
Mstep: Class 24 contains 51089 members 
Entering Unmasked Estep 
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Iteration 188Q: 25 clusters Score -1.101679e+08 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30219 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32497 members 
Mstep: Class 5 contains 45426 members 
Mstep: Class 6 contains 45721 members 
Mstep: Class 7 contains 23106 members 
Mstep: Class 8 contains 46351 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 55143 members 
Mstep: Class 11 contains 47024 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41636 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 27714 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 40044 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 49028 members 
Mstep: Class 23 contains 51471 members 
Mstep: Class 24 contains 51547 members 
Entering Unmasked Estep 
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Iteration 189Q: 25 clusters Score -1.101675e+08 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30178 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32620 members 
Mstep: Class 5 contains 45385 members 
Mstep: Class 6 contains 45714 members 
Mstep: Class 7 contains 22900 members 
Mstep: Class 8 contains 46484 members 
Mstep: Class 9 contains 4857 members 
Mstep: Class 10 contains 54832 members 
Mstep: Class 11 contains 46984 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41472 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 27508 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 40014 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 48961 members 
Mstep: Class 23 contains 51833 members 
Mstep: Class 24 contains 52047 members 
Entering Unmasked Estep 
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Iteration 190Q: 25 clusters Score -1.101675e+08 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30139 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32758 members 
Mstep: Class 5 contains 45361 members 
Mstep: Class 6 contains 45707 members 
Mstep: Class 7 contains 22662 members 
Mstep: Class 8 contains 46565 members 
Mstep: Class 9 contains 4887 members 
Mstep: Class 10 contains 54517 members 
Mstep: Class 11 contains 47016 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41376 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2783 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 27306 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 39978 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 48910 members 
Mstep: Class 23 contains 52105 members 
Mstep: Class 24 contains 52536 members 
Entering Unmasked Estep 
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Iteration 191Q: 25 clusters Score -1.101672e+08 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30097 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32890 members 
Mstep: Class 5 contains 45353 members 
Mstep: Class 6 contains 45711 members 
Mstep: Class 7 contains 22437 members 
Mstep: Class 8 contains 46618 members 
Mstep: Class 9 contains 4917 members 
Mstep: Class 10 contains 54202 members 
Mstep: Class 11 contains 47044 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41323 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 27080 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 39991 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 48936 members 
Mstep: Class 23 contains 52297 members 
Mstep: Class 24 contains 52949 members 
Entering Unmasked Estep 
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Iteration 192Q: 25 clusters Score -1.10167e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30060 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33050 members 
Mstep: Class 5 contains 45353 members 
Mstep: Class 6 contains 45724 members 
Mstep: Class 7 contains 22217 members 
Mstep: Class 8 contains 46648 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 53886 members 
Mstep: Class 11 contains 47046 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41285 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 26874 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 39997 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 49005 members 
Mstep: Class 23 contains 52406 members 
Mstep: Class 24 contains 53384 members 
Entering Unmasked Estep 
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Iteration 193Q: 25 clusters Score -1.101669e+08 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30031 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33199 members 
Mstep: Class 5 contains 45401 members 
Mstep: Class 6 contains 45751 members 
Mstep: Class 7 contains 21969 members 
Mstep: Class 8 contains 46662 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 53633 members 
Mstep: Class 11 contains 47002 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41309 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 26688 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 39988 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 49174 members 
Mstep: Class 23 contains 52336 members 
Mstep: Class 24 contains 53812 members 
Entering Unmasked Estep 
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Iteration 194Q: 25 clusters Score -1.101671e+08 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30014 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33312 members 
Mstep: Class 5 contains 45474 members 
Mstep: Class 6 contains 45803 members 
Mstep: Class 7 contains 21734 members 
Mstep: Class 8 contains 46700 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 53485 members 
Mstep: Class 11 contains 46980 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41384 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 26505 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 40007 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 22 contains 49443 members 
Mstep: Class 23 contains 52026 members 
Mstep: Class 24 contains 54099 members 
Entering Unmasked Estep 
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Iteration 195Q: 25 clusters Score -1.101673e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29999 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33445 members 
Mstep: Class 5 contains 45537 members 
Mstep: Class 6 contains 45860 members 
Mstep: Class 7 contains 21505 members 
Mstep: Class 8 contains 46734 members 
Mstep: Class 9 contains 4992 members 
Mstep: Class 10 contains 53390 members 
Mstep: Class 11 contains 46871 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41515 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2640 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 26339 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 40053 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 49728 members 
Mstep: Class 23 contains 51735 members 
Mstep: Class 24 contains 54263 members 
Entering Unmasked Estep 
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Iteration 196Q: 25 clusters Score -1.101671e+08 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29982 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33579 members 
Mstep: Class 5 contains 45590 members 
Mstep: Class 6 contains 45925 members 
Mstep: Class 7 contains 21275 members 
Mstep: Class 8 contains 46735 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 53409 members 
Mstep: Class 11 contains 46806 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41711 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2611 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 26173 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 40120 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 49949 members 
Mstep: Class 23 contains 51493 members 
Mstep: Class 24 contains 54247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167192.000000 Penalty: 79215.406250
Iteration 197Q: 25 clusters Score -1.101672e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29953 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33690 members 
Mstep: Class 5 contains 45642 members 
Mstep: Class 6 contains 45993 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 46760 members 
Mstep: Class 9 contains 5028 members 
Mstep: Class 10 contains 53411 members 
Mstep: Class 11 contains 46708 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41864 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 26038 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 40160 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 50147 members 
Mstep: Class 23 contains 51298 members 
Mstep: Class 24 contains 54274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167176.000000 Penalty: 79215.406250
Iteration 198Q: 25 clusters Score -1.101672e+08 nChanged 2805
Entering ConstructFrom: 
Score: -110167176.000000 Penalty: 79215.406250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23298.146484 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -23298.15 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 143 members 
Entering Unmasked Estep 
Score: -22196.457031 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -22196.46 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22446.144531 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -22446.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22546.759766 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -22546.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22645.195312 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -22645.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22702.306641 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -22702.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22717.597656 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -22717.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22717.597656 Penalty: 2822.418457
	Iteration 6F: 3 clusters Score -22717.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Entering Unmasked Estep 
Score: -5400306.500000 Penalty: 2555.916504
	Iteration 0F: 2 clusters Score -5400306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -5379767.000000 Penalty: 5111.833008
	Iteration 0F: 3 clusters Score -5379767 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -5386990.500000 Penalty: 5111.833008
	Iteration 1F: 3 clusters Score -5386990 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -5387369.500000 Penalty: 5111.833008
	Iteration 2Q: 3 clusters Score -5387370 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -5387686.500000 Penalty: 5111.833008
	Iteration 3Q: 3 clusters Score -5387686 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -5387995.000000 Penalty: 5111.833008
	Iteration 4Q: 3 clusters Score -5387995 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -5388303.500000 Penalty: 5111.833008
	Iteration 5Q: 3 clusters Score -5388304 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5388666.500000 Penalty: 5111.833008
	Iteration 6Q: 3 clusters Score -5388666 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -5389152.000000 Penalty: 5111.833008
	Iteration 7Q: 3 clusters Score -5389152 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -5389851.000000 Penalty: 5111.833008
	Iteration 8Q: 3 clusters Score -5389851 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -5390724.500000 Penalty: 5111.833008
	Iteration 9F: 3 clusters Score -5390724 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -5391942.000000 Penalty: 5111.833008
	Iteration 10F: 3 clusters Score -5391942 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -5393428.000000 Penalty: 5111.833008
	Iteration 11F: 3 clusters Score -5393428 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -5394867.500000 Penalty: 5111.833008
	Iteration 12F: 3 clusters Score -5394868 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5396050.000000 Penalty: 5111.833008
	Iteration 13Q: 3 clusters Score -5396050 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5396821.500000 Penalty: 5111.833008
	Iteration 14Q: 3 clusters Score -5396822 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5397482.500000 Penalty: 5111.833008
	Iteration 15Q: 3 clusters Score -5397482 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5397868.000000 Penalty: 5111.833008
	Iteration 16Q: 3 clusters Score -5397868 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5398056.000000 Penalty: 5111.833008
	Iteration 17Q: 3 clusters Score -5398056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5398130.000000 Penalty: 5111.833008
	Iteration 18Q: 3 clusters Score -5398130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5398162.500000 Penalty: 5111.833008
	Iteration 19Q: 3 clusters Score -5398162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5398191.000000 Penalty: 5111.833008
	Iteration 20F: 3 clusters Score -5398191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5398202.500000 Penalty: 5111.833008
	Iteration 21Q: 3 clusters Score -5398202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5398231.500000 Penalty: 5111.833008
	Iteration 22Q: 3 clusters Score -5398232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5398244.000000 Penalty: 5111.833008
	Iteration 23Q: 3 clusters Score -5398244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5398252.500000 Penalty: 5111.833008
	Iteration 24Q: 3 clusters Score -5398252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5398260.000000 Penalty: 5111.833008
	Iteration 25Q: 3 clusters Score -5398260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5398265.500000 Penalty: 5111.833008
	Iteration 26Q: 3 clusters Score -5398266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5398265.000000 Penalty: 5111.833008
	Iteration 27Q: 3 clusters Score -5398265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5398273.500000 Penalty: 5111.833008
	Iteration 28Q: 3 clusters Score -5398274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5398268.500000 Penalty: 5111.833008
	Iteration 29Q: 3 clusters Score -5398268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5398270.000000 Penalty: 5111.833008
	Iteration 30Q: 3 clusters Score -5398270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5398270.000000 Penalty: 5111.833008
	Iteration 31F: 3 clusters Score -5398270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -52064.167969 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -52064.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50657.003906 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -50657 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50998.515625 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -50998.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51180.679688 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -51180.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51263.671875 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -51263.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51329.664062 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -51329.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51361.785156 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -51361.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51388.359375 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -51388.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51406.105469 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -51406.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51424.078125 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -51424.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51432.468750 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -51432.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51440.054688 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -51440.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51440.085938 Penalty: 3064.260254
	Iteration 11F: 3 clusters Score -51440.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51456.488281 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -51456.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51466.656250 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -51466.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51470.472656 Penalty: 3064.260254
	Iteration 14Q: 3 clusters Score -51470.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51470.472656 Penalty: 3064.260254
	Iteration 15F: 3 clusters Score -51470.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Entering Unmasked Estep 
Score: -6289418.500000 Penalty: 2586.204834
	Iteration 0F: 2 clusters Score -6289418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -6266359.500000 Penalty: 5172.409668
	Iteration 0F: 3 clusters Score -6266360 nChanged 15434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -6274990.500000 Penalty: 5172.409668
	Iteration 1F: 3 clusters Score -6274990 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -6275465.000000 Penalty: 5172.409668
	Iteration 2Q: 3 clusters Score -6275465 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -6275862.500000 Penalty: 5172.409668
	Iteration 3Q: 3 clusters Score -6275862 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -6276117.500000 Penalty: 5172.409668
	Iteration 4Q: 3 clusters Score -6276118 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -6276382.000000 Penalty: 5172.409668
	Iteration 5Q: 3 clusters Score -6276382 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -6276640.500000 Penalty: 5172.409668
	Iteration 6Q: 3 clusters Score -6276640 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -6276906.500000 Penalty: 5172.409668
	Iteration 7Q: 3 clusters Score -6276906 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -6277243.500000 Penalty: 5172.409668
	Iteration 8Q: 3 clusters Score -6277244 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -6277722.500000 Penalty: 5172.409668
	Iteration 9Q: 3 clusters Score -6277722 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -6278431.500000 Penalty: 5172.409668
	Iteration 10Q: 3 clusters Score -6278432 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -6279528.000000 Penalty: 5172.409668
	Iteration 11F: 3 clusters Score -6279528 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -6281080.500000 Penalty: 5172.409668
	Iteration 12F: 3 clusters Score -6281080 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -6282923.500000 Penalty: 5172.409668
	Iteration 13F: 3 clusters Score -6282924 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -6284688.000000 Penalty: 5172.409668
	Iteration 14F: 3 clusters Score -6284688 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -6285905.000000 Penalty: 5172.409668
	Iteration 15Q: 3 clusters Score -6285905 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6286573.000000 Penalty: 5172.409668
	Iteration 16Q: 3 clusters Score -6286573 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -6286923.500000 Penalty: 5172.409668
	Iteration 17Q: 3 clusters Score -6286924 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6287149.500000 Penalty: 5172.409668
	Iteration 18Q: 3 clusters Score -6287150 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6287297.000000 Penalty: 5172.409668
	Iteration 19Q: 3 clusters Score -6287297 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6287388.000000 Penalty: 5172.409668
	Iteration 20F: 3 clusters Score -6287388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6287485.000000 Penalty: 5172.409668
	Iteration 21Q: 3 clusters Score -6287485 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6287653.000000 Penalty: 5172.409668
	Iteration 22Q: 3 clusters Score -6287653 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6287796.500000 Penalty: 5172.409668
	Iteration 23Q: 3 clusters Score -6287796 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6287932.000000 Penalty: 5172.409668
	Iteration 24Q: 3 clusters Score -6287932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6287998.500000 Penalty: 5172.409668
	Iteration 25Q: 3 clusters Score -6287998 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6288037.500000 Penalty: 5172.409668
	Iteration 26Q: 3 clusters Score -6288038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6288065.000000 Penalty: 5172.409668
	Iteration 27Q: 3 clusters Score -6288065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6288082.000000 Penalty: 5172.409668
	Iteration 28Q: 3 clusters Score -6288082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6288090.000000 Penalty: 5172.409668
	Iteration 29Q: 3 clusters Score -6288090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6288104.500000 Penalty: 5172.409668
	Iteration 30Q: 3 clusters Score -6288104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6288100.500000 Penalty: 5172.409668
	Iteration 31Q: 3 clusters Score -6288100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6288101.000000 Penalty: 5172.409668
	Iteration 32Q: 3 clusters Score -6288101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6288104.500000 Penalty: 5172.409668
	Iteration 33Q: 3 clusters Score -6288104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6288113.000000 Penalty: 5172.409668
	Iteration 34Q: 3 clusters Score -6288113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6288114.000000 Penalty: 5172.409668
	Iteration 35Q: 3 clusters Score -6288114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6288115.000000 Penalty: 5172.409668
	Iteration 36Q: 3 clusters Score -6288115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6288119.000000 Penalty: 5172.409668
	Iteration 37Q: 3 clusters Score -6288119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6288122.500000 Penalty: 5172.409668
	Iteration 38Q: 3 clusters Score -6288122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6288124.500000 Penalty: 5172.409668
	Iteration 39Q: 3 clusters Score -6288124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6288124.500000 Penalty: 5172.409668
	Iteration 40F: 3 clusters Score -6288124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Entering Unmasked Estep 
Score: -8414662.000000 Penalty: 2660.927734
	Iteration 0F: 2 clusters Score -8414662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -8383779.500000 Penalty: 5321.855469
	Iteration 0F: 3 clusters Score -8383780 nChanged 21067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -8395492.000000 Penalty: 5321.855469
	Iteration 1F: 3 clusters Score -8395492 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -8395911.000000 Penalty: 5321.855469
	Iteration 2Q: 3 clusters Score -8395911 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -8396246.000000 Penalty: 5321.855469
	Iteration 3Q: 3 clusters Score -8396246 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -8396529.000000 Penalty: 5321.855469
	Iteration 4Q: 3 clusters Score -8396529 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -8396739.000000 Penalty: 5321.855469
	Iteration 5Q: 3 clusters Score -8396739 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -8396942.000000 Penalty: 5321.855469
	Iteration 6Q: 3 clusters Score -8396942 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -8397135.000000 Penalty: 5321.855469
	Iteration 7Q: 3 clusters Score -8397135 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -8397344.000000 Penalty: 5321.855469
	Iteration 8Q: 3 clusters Score -8397344 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -8397506.000000 Penalty: 5321.855469
	Iteration 9Q: 3 clusters Score -8397506 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -8397760.000000 Penalty: 5321.855469
	Iteration 10Q: 3 clusters Score -8397760 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -8398140.000000 Penalty: 5321.855469
	Iteration 11Q: 3 clusters Score -8398140 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -8398686.000000 Penalty: 5321.855469
	Iteration 12Q: 3 clusters Score -8398686 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -8399627.000000 Penalty: 5321.855469
	Iteration 13Q: 3 clusters Score -8399627 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -8401107.000000 Penalty: 5321.855469
	Iteration 14F: 3 clusters Score -8401107 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -8403437.000000 Penalty: 5321.855469
	Iteration 15F: 3 clusters Score -8403437 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -8405983.000000 Penalty: 5321.855469
	Iteration 16F: 3 clusters Score -8405983 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -8408061.000000 Penalty: 5321.855469
	Iteration 17F: 3 clusters Score -8408061 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -8409663.000000 Penalty: 5321.855469
	Iteration 18Q: 3 clusters Score -8409663 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -8410712.000000 Penalty: 5321.855469
	Iteration 19Q: 3 clusters Score -8410712 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -8411444.000000 Penalty: 5321.855469
	Iteration 20F: 3 clusters Score -8411444 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -8411978.000000 Penalty: 5321.855469
	Iteration 21Q: 3 clusters Score -8411978 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -8412355.000000 Penalty: 5321.855469
	Iteration 22Q: 3 clusters Score -8412355 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -8412584.000000 Penalty: 5321.855469
	Iteration 23Q: 3 clusters Score -8412584 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -8412764.000000 Penalty: 5321.855469
	Iteration 24Q: 3 clusters Score -8412764 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -8412836.000000 Penalty: 5321.855469
	Iteration 25Q: 3 clusters Score -8412836 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -8412902.000000 Penalty: 5321.855469
	Iteration 26Q: 3 clusters Score -8412902 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -8412964.000000 Penalty: 5321.855469
	Iteration 27Q: 3 clusters Score -8412964 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -8412998.000000 Penalty: 5321.855469
	Iteration 28Q: 3 clusters Score -8412998 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -8413014.000000 Penalty: 5321.855469
	Iteration 29Q: 3 clusters Score -8413014 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -8413037.000000 Penalty: 5321.855469
	Iteration 30Q: 3 clusters Score -8413037 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -8413034.000000 Penalty: 5321.855469
	Iteration 31Q: 3 clusters Score -8413034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -8413060.000000 Penalty: 5321.855469
	Iteration 32Q: 3 clusters Score -8413060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -8413063.000000 Penalty: 5321.855469
	Iteration 33Q: 3 clusters Score -8413063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -8413071.000000 Penalty: 5321.855469
	Iteration 34Q: 3 clusters Score -8413071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -8413068.000000 Penalty: 5321.855469
	Iteration 35Q: 3 clusters Score -8413068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -8413070.000000 Penalty: 5321.855469
	Iteration 36Q: 3 clusters Score -8413070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -8413068.000000 Penalty: 5321.855469
	Iteration 37Q: 3 clusters Score -8413068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -8413065.000000 Penalty: 5321.855469
	Iteration 38Q: 3 clusters Score -8413065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -8413081.000000 Penalty: 5321.855469
	Iteration 39Q: 3 clusters Score -8413081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -8413079.000000 Penalty: 5321.855469
	Iteration 40F: 3 clusters Score -8413079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -8413075.000000 Penalty: 5321.855469
	Iteration 41Q: 3 clusters Score -8413075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -8413076.000000 Penalty: 5321.855469
	Iteration 42Q: 3 clusters Score -8413076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -8413082.000000 Penalty: 5321.855469
	Iteration 43Q: 3 clusters Score -8413082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -8413072.000000 Penalty: 5321.855469
	Iteration 44Q: 3 clusters Score -8413072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -8413073.000000 Penalty: 5321.855469
	Iteration 45Q: 3 clusters Score -8413073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -8413086.000000 Penalty: 5321.855469
	Iteration 46Q: 3 clusters Score -8413086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -8413083.000000 Penalty: 5321.855469
	Iteration 47Q: 3 clusters Score -8413083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -8413091.000000 Penalty: 5321.855469
	Iteration 48Q: 3 clusters Score -8413091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -8413095.000000 Penalty: 5321.855469
	Iteration 49Q: 3 clusters Score -8413095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -8413088.000000 Penalty: 5321.855469
	Iteration 50Q: 3 clusters Score -8413088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -8413095.000000 Penalty: 5321.855469
	Iteration 51Q: 3 clusters Score -8413095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -8413091.000000 Penalty: 5321.855469
	Iteration 52Q: 3 clusters Score -8413091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -8413092.000000 Penalty: 5321.855469
	Iteration 53Q: 3 clusters Score -8413092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -8413095.000000 Penalty: 5321.855469
	Iteration 54Q: 3 clusters Score -8413095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -8413102.000000 Penalty: 5321.855469
	Iteration 55Q: 3 clusters Score -8413102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -8413101.000000 Penalty: 5321.855469
	Iteration 56Q: 3 clusters Score -8413101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -8413089.000000 Penalty: 5321.855469
	Iteration 57Q: 3 clusters Score -8413089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -8413093.000000 Penalty: 5321.855469
	Iteration 58Q: 3 clusters Score -8413093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -8413089.000000 Penalty: 5321.855469
	Iteration 59Q: 3 clusters Score -8413089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -8413082.000000 Penalty: 5321.855469
	Iteration 60F: 3 clusters Score -8413082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -8413086.000000 Penalty: 5321.855469
	Iteration 61Q: 3 clusters Score -8413086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -8413087.000000 Penalty: 5321.855469
	Iteration 62Q: 3 clusters Score -8413087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -8413082.000000 Penalty: 5321.855469
	Iteration 63Q: 3 clusters Score -8413082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -8413089.000000 Penalty: 5321.855469
	Iteration 64Q: 3 clusters Score -8413089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -8413085.000000 Penalty: 5321.855469
	Iteration 65Q: 3 clusters Score -8413085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -8413087.000000 Penalty: 5321.855469
	Iteration 66Q: 3 clusters Score -8413087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8413081.000000 Penalty: 5321.855469
	Iteration 67Q: 3 clusters Score -8413081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -8413090.000000 Penalty: 5321.855469
	Iteration 68Q: 3 clusters Score -8413090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -8413088.000000 Penalty: 5321.855469
	Iteration 69Q: 3 clusters Score -8413088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -8413094.000000 Penalty: 5321.855469
	Iteration 70Q: 3 clusters Score -8413094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -8413085.000000 Penalty: 5321.855469
	Iteration 71Q: 3 clusters Score -8413085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -8413086.000000 Penalty: 5321.855469
	Iteration 72Q: 3 clusters Score -8413086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -8413076.000000 Penalty: 5321.855469
	Iteration 73Q: 3 clusters Score -8413076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8413081.000000 Penalty: 5321.855469
	Iteration 74Q: 3 clusters Score -8413081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -8413084.000000 Penalty: 5321.855469
	Iteration 75Q: 3 clusters Score -8413084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -8413077.000000 Penalty: 5321.855469
	Iteration 76Q: 3 clusters Score -8413077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -8413072.000000 Penalty: 5321.855469
	Iteration 77Q: 3 clusters Score -8413072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -8413078.000000 Penalty: 5321.855469
	Iteration 78Q: 3 clusters Score -8413078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -8413076.000000 Penalty: 5321.855469
	Iteration 79Q: 3 clusters Score -8413076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -8413074.000000 Penalty: 5321.855469
	Iteration 80F: 3 clusters Score -8413074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -8413071.000000 Penalty: 5321.855469
	Iteration 81Q: 3 clusters Score -8413071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8413072.000000 Penalty: 5321.855469
	Iteration 82Q: 3 clusters Score -8413072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8413067.000000 Penalty: 5321.855469
	Iteration 83Q: 3 clusters Score -8413067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -8413072.000000 Penalty: 5321.855469
	Iteration 84Q: 3 clusters Score -8413072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -8413072.000000 Penalty: 5321.855469
	Iteration 85F: 3 clusters Score -8413072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Entering Unmasked Estep 
Score: -8584086.000000 Penalty: 2662.987305
	Iteration 0F: 2 clusters Score -8584086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8554437.000000 Penalty: 5325.974609
	Iteration 0F: 3 clusters Score -8554437 nChanged 21102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -8565913.000000 Penalty: 5325.974609
	Iteration 1F: 3 clusters Score -8565913 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -8566402.000000 Penalty: 5325.974609
	Iteration 2Q: 3 clusters Score -8566402 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -8566979.000000 Penalty: 5325.974609
	Iteration 3Q: 3 clusters Score -8566979 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -8567891.000000 Penalty: 5325.974609
	Iteration 4Q: 3 clusters Score -8567891 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -8569185.000000 Penalty: 5325.974609
	Iteration 5F: 3 clusters Score -8569185 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -8571130.000000 Penalty: 5325.974609
	Iteration 6F: 3 clusters Score -8571130 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -8573957.000000 Penalty: 5325.974609
	Iteration 7F: 3 clusters Score -8573957 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -8577104.000000 Penalty: 5325.974609
	Iteration 8F: 3 clusters Score -8577104 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -8579527.000000 Penalty: 5325.974609
	Iteration 9F: 3 clusters Score -8579527 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -8581012.000000 Penalty: 5325.974609
	Iteration 10Q: 3 clusters Score -8581012 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8581676.000000 Penalty: 5325.974609
	Iteration 11Q: 3 clusters Score -8581676 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -8582004.000000 Penalty: 5325.974609
	Iteration 12Q: 3 clusters Score -8582004 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -8582181.000000 Penalty: 5325.974609
	Iteration 13Q: 3 clusters Score -8582181 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -8582311.000000 Penalty: 5325.974609
	Iteration 14Q: 3 clusters Score -8582311 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -8582363.000000 Penalty: 5325.974609
	Iteration 15Q: 3 clusters Score -8582363 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8582418.000000 Penalty: 5325.974609
	Iteration 16Q: 3 clusters Score -8582418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8582433.000000 Penalty: 5325.974609
	Iteration 17Q: 3 clusters Score -8582433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8582446.000000 Penalty: 5325.974609
	Iteration 18Q: 3 clusters Score -8582446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -8582442.000000 Penalty: 5325.974609
	Iteration 19Q: 3 clusters Score -8582442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -8582443.000000 Penalty: 5325.974609
	Iteration 20F: 3 clusters Score -8582443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -8582438.000000 Penalty: 5325.974609
	Iteration 21Q: 3 clusters Score -8582438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -8582444.000000 Penalty: 5325.974609
	Iteration 22Q: 3 clusters Score -8582444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8582441.000000 Penalty: 5325.974609
	Iteration 23Q: 3 clusters Score -8582441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -8582439.000000 Penalty: 5325.974609
	Iteration 24Q: 3 clusters Score -8582439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -8582446.000000 Penalty: 5325.974609
	Iteration 25Q: 3 clusters Score -8582446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -8582436.000000 Penalty: 5325.974609
	Iteration 26Q: 3 clusters Score -8582436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8582431.000000 Penalty: 5325.974609
	Iteration 27Q: 3 clusters Score -8582431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -8582433.000000 Penalty: 5325.974609
	Iteration 28Q: 3 clusters Score -8582433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -8582426.000000 Penalty: 5325.974609
	Iteration 29Q: 3 clusters Score -8582426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -8582422.000000 Penalty: 5325.974609
	Iteration 30Q: 3 clusters Score -8582422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -8582421.000000 Penalty: 5325.974609
	Iteration 31Q: 3 clusters Score -8582421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -8582421.000000 Penalty: 5325.974609
	Iteration 32F: 3 clusters Score -8582421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Entering Unmasked Estep 
Score: -3864144.750000 Penalty: 2466.636719
	Iteration 0F: 2 clusters Score -3864145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3849543.750000 Penalty: 4933.273438
	Iteration 0F: 3 clusters Score -3849544 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3854586.250000 Penalty: 4933.273438
	Iteration 1F: 3 clusters Score -3854586 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3854985.500000 Penalty: 4933.273438
	Iteration 2F: 3 clusters Score -3854986 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3855293.500000 Penalty: 4933.273438
	Iteration 3Q: 3 clusters Score -3855294 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -3855585.500000 Penalty: 4933.273438
	Iteration 4Q: 3 clusters Score -3855586 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3855924.000000 Penalty: 4933.273438
	Iteration 5Q: 3 clusters Score -3855924 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -3856391.000000 Penalty: 4933.273438
	Iteration 6Q: 3 clusters Score -3856391 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3856935.250000 Penalty: 4933.273438
	Iteration 7Q: 3 clusters Score -3856935 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3857646.000000 Penalty: 4933.273438
	Iteration 8Q: 3 clusters Score -3857646 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3858484.250000 Penalty: 4933.273438
	Iteration 9F: 3 clusters Score -3858484 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3859303.500000 Penalty: 4933.273438
	Iteration 10Q: 3 clusters Score -3859304 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3860031.250000 Penalty: 4933.273438
	Iteration 11Q: 3 clusters Score -3860031 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3860557.750000 Penalty: 4933.273438
	Iteration 12Q: 3 clusters Score -3860558 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3860927.000000 Penalty: 4933.273438
	Iteration 13Q: 3 clusters Score -3860927 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3861241.000000 Penalty: 4933.273438
	Iteration 14Q: 3 clusters Score -3861241 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3861485.750000 Penalty: 4933.273438
	Iteration 15Q: 3 clusters Score -3861486 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3861638.000000 Penalty: 4933.273438
	Iteration 16Q: 3 clusters Score -3861638 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3861742.500000 Penalty: 4933.273438
	Iteration 17Q: 3 clusters Score -3861742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3861822.000000 Penalty: 4933.273438
	Iteration 18Q: 3 clusters Score -3861822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3861875.000000 Penalty: 4933.273438
	Iteration 19Q: 3 clusters Score -3861875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3861906.750000 Penalty: 4933.273438
	Iteration 20F: 3 clusters Score -3861907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3861931.500000 Penalty: 4933.273438
	Iteration 21Q: 3 clusters Score -3861932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3861957.250000 Penalty: 4933.273438
	Iteration 22Q: 3 clusters Score -3861957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3861976.250000 Penalty: 4933.273438
	Iteration 23Q: 3 clusters Score -3861976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3862004.000000 Penalty: 4933.273438
	Iteration 24Q: 3 clusters Score -3862004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3862030.250000 Penalty: 4933.273438
	Iteration 25Q: 3 clusters Score -3862030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3862049.750000 Penalty: 4933.273438
	Iteration 26Q: 3 clusters Score -3862050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3862059.750000 Penalty: 4933.273438
	Iteration 27Q: 3 clusters Score -3862060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3862061.500000 Penalty: 4933.273438
	Iteration 28Q: 3 clusters Score -3862062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3862065.250000 Penalty: 4933.273438
	Iteration 29Q: 3 clusters Score -3862065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3862063.500000 Penalty: 4933.273438
	Iteration 30Q: 3 clusters Score -3862064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3862068.750000 Penalty: 4933.273438
	Iteration 31Q: 3 clusters Score -3862069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3862069.250000 Penalty: 4933.273438
	Iteration 32Q: 3 clusters Score -3862069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3862069.250000 Penalty: 4933.273438
	Iteration 33F: 3 clusters Score -3862069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Entering Unmasked Estep 
Score: -8703759.000000 Penalty: 2666.584229
	Iteration 0F: 2 clusters Score -8703759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -8673220.000000 Penalty: 5333.168457
	Iteration 0F: 3 clusters Score -8673220 nChanged 21563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -8685341.000000 Penalty: 5333.168457
	Iteration 1F: 3 clusters Score -8685341 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -8686122.000000 Penalty: 5333.168457
	Iteration 2Q: 3 clusters Score -8686122 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -8687073.000000 Penalty: 5333.168457
	Iteration 3Q: 3 clusters Score -8687073 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -8688430.000000 Penalty: 5333.168457
	Iteration 4Q: 3 clusters Score -8688430 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -8690310.000000 Penalty: 5333.168457
	Iteration 5F: 3 clusters Score -8690310 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -8692481.000000 Penalty: 5333.168457
	Iteration 6F: 3 clusters Score -8692481 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -8694523.000000 Penalty: 5333.168457
	Iteration 7F: 3 clusters Score -8694523 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -8696164.000000 Penalty: 5333.168457
	Iteration 8Q: 3 clusters Score -8696164 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -8697384.000000 Penalty: 5333.168457
	Iteration 9Q: 3 clusters Score -8697384 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -8698419.000000 Penalty: 5333.168457
	Iteration 10Q: 3 clusters Score -8698419 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -8699156.000000 Penalty: 5333.168457
	Iteration 11Q: 3 clusters Score -8699156 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -8699628.000000 Penalty: 5333.168457
	Iteration 12Q: 3 clusters Score -8699628 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8701038 nChanged 169
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Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8701061 nChanged 149
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Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8701076 nChanged 128
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Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8701090 nChanged 135
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Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8701140 nChanged 134
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Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8701180 nChanged 122
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Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8701214 nChanged 120
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Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8701287 nChanged 76
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Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8701333 nChanged 89
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Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42653 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 1 contains 42838 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8701461 nChanged 85
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8701530 nChanged 96
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Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8701594 nChanged 87
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Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8701602 nChanged 86
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8701625 nChanged 80
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Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8701624 nChanged 68
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Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8701654 nChanged 60
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8701661 nChanged 42
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8701664 nChanged 40
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	Iteration 64Q: 3 clusters Score -8701678 nChanged 46
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	Iteration 65Q: 3 clusters Score -8701677 nChanged 54
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	Iteration 66Q: 3 clusters Score -8701692 nChanged 52
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	Iteration 67Q: 3 clusters Score -8701696 nChanged 53
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	Iteration 69Q: 3 clusters Score -8701713 nChanged 24
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	Iteration 71Q: 3 clusters Score -8701716 nChanged 19
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8701711 nChanged 21
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8701723 nChanged 21
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8701735 nChanged 24
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	Iteration 76Q: 3 clusters Score -8701731 nChanged 36
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8701728 nChanged 30
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8701732 nChanged 20
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	Iteration 79Q: 3 clusters Score -8701738 nChanged 21
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	Iteration 80F: 3 clusters Score -8701747 nChanged 14
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	Iteration 81Q: 3 clusters Score -8701754 nChanged 15
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	Iteration 82Q: 3 clusters Score -8701759 nChanged 12
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	Iteration 92Q: 3 clusters Score -8701799 nChanged 17
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	Iteration 93Q: 3 clusters Score -8701809 nChanged 12
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	Iteration 96Q: 3 clusters Score -8701814 nChanged 12
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	Iteration 97Q: 3 clusters Score -8701802 nChanged 13
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	Iteration 100F: 3 clusters Score -8701803 nChanged 16
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	Iteration 102Q: 3 clusters Score -8701807 nChanged 17
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	Iteration 103Q: 3 clusters Score -8701808 nChanged 17
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	Iteration 104Q: 3 clusters Score -8701818 nChanged 25
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	Iteration 106Q: 3 clusters Score -8701840 nChanged 17
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	Iteration 107Q: 3 clusters Score -8701842 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8701840.000000 Penalty: 5333.168457
	Iteration 108Q: 3 clusters Score -8701840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8701846.000000 Penalty: 5333.168457
	Iteration 109Q: 3 clusters Score -8701846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8701852.000000 Penalty: 5333.168457
	Iteration 110Q: 3 clusters Score -8701852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8701858.000000 Penalty: 5333.168457
	Iteration 111Q: 3 clusters Score -8701858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8701872.000000 Penalty: 5333.168457
	Iteration 112Q: 3 clusters Score -8701872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8701865.000000 Penalty: 5333.168457
	Iteration 113Q: 3 clusters Score -8701865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8701864.000000 Penalty: 5333.168457
	Iteration 114Q: 3 clusters Score -8701864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8701856.000000 Penalty: 5333.168457
	Iteration 115Q: 3 clusters Score -8701856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8701861.000000 Penalty: 5333.168457
	Iteration 116Q: 3 clusters Score -8701861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8701869.000000 Penalty: 5333.168457
	Iteration 117Q: 3 clusters Score -8701869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8701876.000000 Penalty: 5333.168457
	Iteration 118Q: 3 clusters Score -8701876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8701875.000000 Penalty: 5333.168457
	Iteration 119Q: 3 clusters Score -8701875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8701859.000000 Penalty: 5333.168457
	Iteration 120F: 3 clusters Score -8701859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -8701861.000000 Penalty: 5333.168457
	Iteration 121Q: 3 clusters Score -8701861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8701858.000000 Penalty: 5333.168457
	Iteration 122Q: 3 clusters Score -8701858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8701873.000000 Penalty: 5333.168457
	Iteration 123Q: 3 clusters Score -8701873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8701877.000000 Penalty: 5333.168457
	Iteration 124Q: 3 clusters Score -8701877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -8701880.000000 Penalty: 5333.168457
	Iteration 125Q: 3 clusters Score -8701880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8701883.000000 Penalty: 5333.168457
	Iteration 126Q: 3 clusters Score -8701883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8701875.000000 Penalty: 5333.168457
	Iteration 127Q: 3 clusters Score -8701875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8701881.000000 Penalty: 5333.168457
	Iteration 128Q: 3 clusters Score -8701881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8701888.000000 Penalty: 5333.168457
	Iteration 129Q: 3 clusters Score -8701888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8701878.000000 Penalty: 5333.168457
	Iteration 130Q: 3 clusters Score -8701878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8701884.000000 Penalty: 5333.168457
	Iteration 131Q: 3 clusters Score -8701884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8701884.000000 Penalty: 5333.168457
	Iteration 132Q: 3 clusters Score -8701884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8701889.000000 Penalty: 5333.168457
	Iteration 133Q: 3 clusters Score -8701889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8701893.000000 Penalty: 5333.168457
	Iteration 134Q: 3 clusters Score -8701893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8701891.000000 Penalty: 5333.168457
	Iteration 135Q: 3 clusters Score -8701891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8701895.000000 Penalty: 5333.168457
	Iteration 136Q: 3 clusters Score -8701895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8701889.000000 Penalty: 5333.168457
	Iteration 137Q: 3 clusters Score -8701889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8701892.000000 Penalty: 5333.168457
	Iteration 138Q: 3 clusters Score -8701892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8701889.000000 Penalty: 5333.168457
	Iteration 139Q: 3 clusters Score -8701889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8701885.000000 Penalty: 5333.168457
	Iteration 140F: 3 clusters Score -8701885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8701895.000000 Penalty: 5333.168457
	Iteration 141Q: 3 clusters Score -8701895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8701892.000000 Penalty: 5333.168457
	Iteration 142Q: 3 clusters Score -8701892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8701891.000000 Penalty: 5333.168457
	Iteration 143Q: 3 clusters Score -8701891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8701889.000000 Penalty: 5333.168457
	Iteration 144Q: 3 clusters Score -8701889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8701900.000000 Penalty: 5333.168457
	Iteration 145Q: 3 clusters Score -8701900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8701889.000000 Penalty: 5333.168457
	Iteration 146Q: 3 clusters Score -8701889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8701888.000000 Penalty: 5333.168457
	Iteration 147Q: 3 clusters Score -8701888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8701888.000000 Penalty: 5333.168457
	Iteration 148F: 3 clusters Score -8701888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -936739.125000 Penalty: 2114.977051
	Iteration 0F: 2 clusters Score -936739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -932212.437500 Penalty: 4229.954102
	Iteration 0F: 3 clusters Score -932212.4 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -933300.812500 Penalty: 4229.954102
	Iteration 1F: 3 clusters Score -933300.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -933515.875000 Penalty: 4229.954102
	Iteration 2F: 3 clusters Score -933515.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -933645.687500 Penalty: 4229.954102
	Iteration 3Q: 3 clusters Score -933645.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -933759.187500 Penalty: 4229.954102
	Iteration 4Q: 3 clusters Score -933759.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -933833.875000 Penalty: 4229.954102
	Iteration 5Q: 3 clusters Score -933833.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -933931.250000 Penalty: 4229.954102
	Iteration 6Q: 3 clusters Score -933931.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -934009.062500 Penalty: 4229.954102
	Iteration 7Q: 3 clusters Score -934009.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -934067.375000 Penalty: 4229.954102
	Iteration 8Q: 3 clusters Score -934067.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -934133.312500 Penalty: 4229.954102
	Iteration 9Q: 3 clusters Score -934133.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -934202.375000 Penalty: 4229.954102
	Iteration 10Q: 3 clusters Score -934202.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -934275.562500 Penalty: 4229.954102
	Iteration 11Q: 3 clusters Score -934275.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -934354.750000 Penalty: 4229.954102
	Iteration 12Q: 3 clusters Score -934354.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -934426.812500 Penalty: 4229.954102
	Iteration 13Q: 3 clusters Score -934426.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -934492.187500 Penalty: 4229.954102
	Iteration 14Q: 3 clusters Score -934492.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -934533.000000 Penalty: 4229.954102
	Iteration 15Q: 3 clusters Score -934533 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -934580.562500 Penalty: 4229.954102
	Iteration 16Q: 3 clusters Score -934580.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -934625.062500 Penalty: 4229.954102
	Iteration 17Q: 3 clusters Score -934625.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -934667.375000 Penalty: 4229.954102
	Iteration 18Q: 3 clusters Score -934667.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -934698.875000 Penalty: 4229.954102
	Iteration 19Q: 3 clusters Score -934698.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -934745.250000 Penalty: 4229.954102
	Iteration 20F: 3 clusters Score -934745.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -934800.562500 Penalty: 4229.954102
	Iteration 21Q: 3 clusters Score -934800.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -934856.187500 Penalty: 4229.954102
	Iteration 22Q: 3 clusters Score -934856.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -934911.812500 Penalty: 4229.954102
	Iteration 23Q: 3 clusters Score -934911.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -934950.000000 Penalty: 4229.954102
	Iteration 24Q: 3 clusters Score -934950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -934995.687500 Penalty: 4229.954102
	Iteration 25Q: 3 clusters Score -934995.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -935037.250000 Penalty: 4229.954102
	Iteration 26Q: 3 clusters Score -935037.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -935068.375000 Penalty: 4229.954102
	Iteration 27Q: 3 clusters Score -935068.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -935099.500000 Penalty: 4229.954102
	Iteration 28Q: 3 clusters Score -935099.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -935126.375000 Penalty: 4229.954102
	Iteration 29Q: 3 clusters Score -935126.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -935146.062500 Penalty: 4229.954102
	Iteration 30Q: 3 clusters Score -935146.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -935157.812500 Penalty: 4229.954102
	Iteration 31Q: 3 clusters Score -935157.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -935167.875000 Penalty: 4229.954102
	Iteration 32Q: 3 clusters Score -935167.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -935176.875000 Penalty: 4229.954102
	Iteration 33Q: 3 clusters Score -935176.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -935186.062500 Penalty: 4229.954102
	Iteration 34Q: 3 clusters Score -935186.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -935190.687500 Penalty: 4229.954102
	Iteration 35Q: 3 clusters Score -935190.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -935199.187500 Penalty: 4229.954102
	Iteration 36Q: 3 clusters Score -935199.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -935205.500000 Penalty: 4229.954102
	Iteration 37Q: 3 clusters Score -935205.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -935209.375000 Penalty: 4229.954102
	Iteration 38Q: 3 clusters Score -935209.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -935215.000000 Penalty: 4229.954102
	Iteration 39Q: 3 clusters Score -935215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -935228.625000 Penalty: 4229.954102
	Iteration 40F: 3 clusters Score -935228.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -935234.000000 Penalty: 4229.954102
	Iteration 41Q: 3 clusters Score -935234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -935238.000000 Penalty: 4229.954102
	Iteration 42Q: 3 clusters Score -935238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -935242.562500 Penalty: 4229.954102
	Iteration 43Q: 3 clusters Score -935242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -935246.125000 Penalty: 4229.954102
	Iteration 44Q: 3 clusters Score -935246.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -935248.312500 Penalty: 4229.954102
	Iteration 45Q: 3 clusters Score -935248.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -935249.875000 Penalty: 4229.954102
	Iteration 46Q: 3 clusters Score -935249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -935249.250000 Penalty: 4229.954102
	Iteration 47Q: 3 clusters Score -935249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -935249.250000 Penalty: 4229.954102
	Iteration 48F: 3 clusters Score -935249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Entering Unmasked Estep 
Score: -9989357.000000 Penalty: 2699.648193
	Iteration 0F: 2 clusters Score -9989357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -9957883.000000 Penalty: 5399.296387
	Iteration 0F: 3 clusters Score -9957883 nChanged 24819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -9971689.000000 Penalty: 5399.296387
	Iteration 1F: 3 clusters Score -9971689 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -9972171.000000 Penalty: 5399.296387
	Iteration 2Q: 3 clusters Score -9972171 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -9972633.000000 Penalty: 5399.296387
	Iteration 3Q: 3 clusters Score -9972633 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -9973112.000000 Penalty: 5399.296387
	Iteration 4Q: 3 clusters Score -9973112 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -9973689.000000 Penalty: 5399.296387
	Iteration 5Q: 3 clusters Score -9973689 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -9974369.000000 Penalty: 5399.296387
	Iteration 6Q: 3 clusters Score -9974369 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -9975347.000000 Penalty: 5399.296387
	Iteration 7Q: 3 clusters Score -9975347 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -9976778.000000 Penalty: 5399.296387
	Iteration 8Q: 3 clusters Score -9976778 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -9978629.000000 Penalty: 5399.296387
	Iteration 9F: 3 clusters Score -9978629 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -9980665.000000 Penalty: 5399.296387
	Iteration 10F: 3 clusters Score -9980665 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -9982527.000000 Penalty: 5399.296387
	Iteration 11F: 3 clusters Score -9982527 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -9984115.000000 Penalty: 5399.296387
	Iteration 12Q: 3 clusters Score -9984115 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -9985283.000000 Penalty: 5399.296387
	Iteration 13Q: 3 clusters Score -9985283 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -9986204.000000 Penalty: 5399.296387
	Iteration 14Q: 3 clusters Score -9986204 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -9986606.000000 Penalty: 5399.296387
	Iteration 15Q: 3 clusters Score -9986606 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -9986919.000000 Penalty: 5399.296387
	Iteration 16Q: 3 clusters Score -9986919 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -9987092.000000 Penalty: 5399.296387
	Iteration 17Q: 3 clusters Score -9987092 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -9987273.000000 Penalty: 5399.296387
	Iteration 18Q: 3 clusters Score -9987273 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -9987368.000000 Penalty: 5399.296387
	Iteration 19Q: 3 clusters Score -9987368 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -9987444.000000 Penalty: 5399.296387
	Iteration 20F: 3 clusters Score -9987444 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -9987399.000000 Penalty: 5399.296387
	Iteration 21Q: 3 clusters Score -9987399 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9987430.000000 Penalty: 5399.296387
	Iteration 22Q: 3 clusters Score -9987430 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -9987449.000000 Penalty: 5399.296387
	Iteration 23Q: 3 clusters Score -9987449 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -9987443.000000 Penalty: 5399.296387
	Iteration 24Q: 3 clusters Score -9987443 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -9987442.000000 Penalty: 5399.296387
	Iteration 25Q: 3 clusters Score -9987442 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -9987429.000000 Penalty: 5399.296387
	Iteration 26Q: 3 clusters Score -9987429 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -9987445.000000 Penalty: 5399.296387
	Iteration 27Q: 3 clusters Score -9987445 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -9987473.000000 Penalty: 5399.296387
	Iteration 28Q: 3 clusters Score -9987473 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -9987481.000000 Penalty: 5399.296387
	Iteration 29Q: 3 clusters Score -9987481 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9987520.000000 Penalty: 5399.296387
	Iteration 30Q: 3 clusters Score -9987520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -9987488.000000 Penalty: 5399.296387
	Iteration 31Q: 3 clusters Score -9987488 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9987474.000000 Penalty: 5399.296387
	Iteration 32Q: 3 clusters Score -9987474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9987500.000000 Penalty: 5399.296387
	Iteration 33Q: 3 clusters Score -9987500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9987502.000000 Penalty: 5399.296387
	Iteration 34Q: 3 clusters Score -9987502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9987500.000000 Penalty: 5399.296387
	Iteration 35Q: 3 clusters Score -9987500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9987519.000000 Penalty: 5399.296387
	Iteration 36Q: 3 clusters Score -9987519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9987518.000000 Penalty: 5399.296387
	Iteration 37Q: 3 clusters Score -9987518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9987523.000000 Penalty: 5399.296387
	Iteration 38Q: 3 clusters Score -9987523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9987528.000000 Penalty: 5399.296387
	Iteration 39Q: 3 clusters Score -9987528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9987552.000000 Penalty: 5399.296387
	Iteration 40F: 3 clusters Score -9987552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9987549.000000 Penalty: 5399.296387
	Iteration 41Q: 3 clusters Score -9987549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9987542.000000 Penalty: 5399.296387
	Iteration 42Q: 3 clusters Score -9987542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9987523.000000 Penalty: 5399.296387
	Iteration 43Q: 3 clusters Score -9987523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -9987514.000000 Penalty: 5399.296387
	Iteration 44Q: 3 clusters Score -9987514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9987532.000000 Penalty: 5399.296387
	Iteration 45Q: 3 clusters Score -9987532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9987518.000000 Penalty: 5399.296387
	Iteration 46Q: 3 clusters Score -9987518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9987524.000000 Penalty: 5399.296387
	Iteration 47Q: 3 clusters Score -9987524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9987504.000000 Penalty: 5399.296387
	Iteration 48Q: 3 clusters Score -9987504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9987509.000000 Penalty: 5399.296387
	Iteration 49Q: 3 clusters Score -9987509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9987516.000000 Penalty: 5399.296387
	Iteration 50Q: 3 clusters Score -9987516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9987517.000000 Penalty: 5399.296387
	Iteration 51Q: 3 clusters Score -9987517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9987525.000000 Penalty: 5399.296387
	Iteration 52Q: 3 clusters Score -9987525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9987532.000000 Penalty: 5399.296387
	Iteration 53Q: 3 clusters Score -9987532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9987525.000000 Penalty: 5399.296387
	Iteration 54Q: 3 clusters Score -9987525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9987528.000000 Penalty: 5399.296387
	Iteration 55Q: 3 clusters Score -9987528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9987539.000000 Penalty: 5399.296387
	Iteration 56Q: 3 clusters Score -9987539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9987531.000000 Penalty: 5399.296387
	Iteration 57Q: 3 clusters Score -9987531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9987548.000000 Penalty: 5399.296387
	Iteration 58Q: 3 clusters Score -9987548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9987538.000000 Penalty: 5399.296387
	Iteration 59Q: 3 clusters Score -9987538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9987546.000000 Penalty: 5399.296387
	Iteration 60F: 3 clusters Score -9987546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9987550.000000 Penalty: 5399.296387
	Iteration 61Q: 3 clusters Score -9987550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9987557.000000 Penalty: 5399.296387
	Iteration 62Q: 3 clusters Score -9987557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9987542.000000 Penalty: 5399.296387
	Iteration 63Q: 3 clusters Score -9987542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9987537.000000 Penalty: 5399.296387
	Iteration 64Q: 3 clusters Score -9987537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9987547.000000 Penalty: 5399.296387
	Iteration 65Q: 3 clusters Score -9987547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9987554.000000 Penalty: 5399.296387
	Iteration 66Q: 3 clusters Score -9987554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9987559.000000 Penalty: 5399.296387
	Iteration 67Q: 3 clusters Score -9987559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9987561.000000 Penalty: 5399.296387
	Iteration 68Q: 3 clusters Score -9987561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9987567.000000 Penalty: 5399.296387
	Iteration 69Q: 3 clusters Score -9987567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9987564.000000 Penalty: 5399.296387
	Iteration 70Q: 3 clusters Score -9987564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9987564.000000 Penalty: 5399.296387
	Iteration 71F: 3 clusters Score -9987564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Entering Unmasked Estep 
Score: -8660326.000000 Penalty: 2665.840332
	Iteration 0F: 2 clusters Score -8660326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -8629353.000000 Penalty: 5331.680664
	Iteration 0F: 3 clusters Score -8629353 nChanged 21469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -8641296.000000 Penalty: 5331.680664
	Iteration 1F: 3 clusters Score -8641296 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -8641798.000000 Penalty: 5331.680664
	Iteration 2Q: 3 clusters Score -8641798 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -8642157.000000 Penalty: 5331.680664
	Iteration 3Q: 3 clusters Score -8642157 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -8642501.000000 Penalty: 5331.680664
	Iteration 4Q: 3 clusters Score -8642501 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -8642858.000000 Penalty: 5331.680664
	Iteration 5Q: 3 clusters Score -8642858 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -8643287.000000 Penalty: 5331.680664
	Iteration 6Q: 3 clusters Score -8643287 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -8643894.000000 Penalty: 5331.680664
	Iteration 7Q: 3 clusters Score -8643894 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -8644778.000000 Penalty: 5331.680664
	Iteration 8Q: 3 clusters Score -8644778 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -8646183.000000 Penalty: 5331.680664
	Iteration 9F: 3 clusters Score -8646183 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -8648318.000000 Penalty: 5331.680664
	Iteration 10F: 3 clusters Score -8648318 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -8651184.000000 Penalty: 5331.680664
	Iteration 11F: 3 clusters Score -8651184 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -8653943.000000 Penalty: 5331.680664
	Iteration 12F: 3 clusters Score -8653943 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -8655920.000000 Penalty: 5331.680664
	Iteration 13Q: 3 clusters Score -8655920 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8657023.000000 Penalty: 5331.680664
	Iteration 14Q: 3 clusters Score -8657023 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -8657546.000000 Penalty: 5331.680664
	Iteration 15Q: 3 clusters Score -8657546 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -8657802.000000 Penalty: 5331.680664
	Iteration 16Q: 3 clusters Score -8657802 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -8657906.000000 Penalty: 5331.680664
	Iteration 17Q: 3 clusters Score -8657906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -8657963.000000 Penalty: 5331.680664
	Iteration 18Q: 3 clusters Score -8657963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -8658012.000000 Penalty: 5331.680664
	Iteration 19Q: 3 clusters Score -8658012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -8658024.000000 Penalty: 5331.680664
	Iteration 20F: 3 clusters Score -8658024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -8658048.000000 Penalty: 5331.680664
	Iteration 21Q: 3 clusters Score -8658048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -8658057.000000 Penalty: 5331.680664
	Iteration 22Q: 3 clusters Score -8658057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -8658057.000000 Penalty: 5331.680664
	Iteration 23Q: 3 clusters Score -8658057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -8658057.000000 Penalty: 5331.680664
	Iteration 24Q: 3 clusters Score -8658057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -8658068.000000 Penalty: 5331.680664
	Iteration 25Q: 3 clusters Score -8658068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -8658068.000000 Penalty: 5331.680664
	Iteration 26F: 3 clusters Score -8658068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -90983.914062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -90983.91 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 357 members 
Entering Unmasked Estep 
Score: -89344.750000 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -89344.75 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89907.164062 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -89907.16 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90236.617188 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -90236.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90446.171875 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -90446.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90555.906250 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -90555.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90640.414062 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -90640.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90651.906250 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -90651.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90660.085938 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -90660.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90673.718750 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -90673.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90678.078125 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -90678.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90693.601562 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -90693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90714.671875 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -90714.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90728.671875 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -90728.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90737.203125 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -90737.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90737.921875 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -90737.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90737.921875 Penalty: 3250.750977
	Iteration 15F: 3 clusters Score -90737.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Entering Unmasked Estep 
Score: -7829603.500000 Penalty: 2640.248535
	Iteration 0F: 2 clusters Score -7829604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -7801463.500000 Penalty: 5280.497070
	Iteration 0F: 3 clusters Score -7801464 nChanged 19280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -7812067.000000 Penalty: 5280.497070
	Iteration 1F: 3 clusters Score -7812067 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -7812540.000000 Penalty: 5280.497070
	Iteration 2Q: 3 clusters Score -7812540 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -7812943.000000 Penalty: 5280.497070
	Iteration 3Q: 3 clusters Score -7812943 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -7813203.500000 Penalty: 5280.497070
	Iteration 4Q: 3 clusters Score -7813204 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -7813488.500000 Penalty: 5280.497070
	Iteration 5Q: 3 clusters Score -7813488 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -7813773.000000 Penalty: 5280.497070
	Iteration 6Q: 3 clusters Score -7813773 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -7813978.500000 Penalty: 5280.497070
	Iteration 7Q: 3 clusters Score -7813978 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -7814176.500000 Penalty: 5280.497070
	Iteration 8Q: 3 clusters Score -7814176 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -7814421.000000 Penalty: 5280.497070
	Iteration 9Q: 3 clusters Score -7814421 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -7814725.500000 Penalty: 5280.497070
	Iteration 10Q: 3 clusters Score -7814726 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -7815152.500000 Penalty: 5280.497070
	Iteration 11Q: 3 clusters Score -7815152 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -7815774.500000 Penalty: 5280.497070
	Iteration 12Q: 3 clusters Score -7815774 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -7816619.000000 Penalty: 5280.497070
	Iteration 13Q: 3 clusters Score -7816619 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -7817697.000000 Penalty: 5280.497070
	Iteration 14Q: 3 clusters Score -7817697 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -7819033.000000 Penalty: 5280.497070
	Iteration 15Q: 3 clusters Score -7819033 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -7820330.500000 Penalty: 5280.497070
	Iteration 16Q: 3 clusters Score -7820330 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -7821239.000000 Penalty: 5280.497070
	Iteration 17Q: 3 clusters Score -7821239 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -7821727.500000 Penalty: 5280.497070
	Iteration 18Q: 3 clusters Score -7821728 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -7821988.000000 Penalty: 5280.497070
	Iteration 19Q: 3 clusters Score -7821988 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -7822145.000000 Penalty: 5280.497070
	Iteration 20F: 3 clusters Score -7822145 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -7822316.000000 Penalty: 5280.497070
	Iteration 21Q: 3 clusters Score -7822316 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -7822459.000000 Penalty: 5280.497070
	Iteration 22Q: 3 clusters Score -7822459 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -7822637.500000 Penalty: 5280.497070
	Iteration 23Q: 3 clusters Score -7822638 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -7822844.000000 Penalty: 5280.497070
	Iteration 24Q: 3 clusters Score -7822844 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -7823024.000000 Penalty: 5280.497070
	Iteration 25Q: 3 clusters Score -7823024 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -7823250.000000 Penalty: 5280.497070
	Iteration 26Q: 3 clusters Score -7823250 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -7823515.500000 Penalty: 5280.497070
	Iteration 27Q: 3 clusters Score -7823516 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -7823702.000000 Penalty: 5280.497070
	Iteration 28Q: 3 clusters Score -7823702 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -7823914.500000 Penalty: 5280.497070
	Iteration 29Q: 3 clusters Score -7823914 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -7824153.000000 Penalty: 5280.497070
	Iteration 30Q: 3 clusters Score -7824153 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -7824434.000000 Penalty: 5280.497070
	Iteration 31Q: 3 clusters Score -7824434 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -7824799.500000 Penalty: 5280.497070
	Iteration 32Q: 3 clusters Score -7824800 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -7825101.000000 Penalty: 5280.497070
	Iteration 33Q: 3 clusters Score -7825101 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7825417.500000 Penalty: 5280.497070
	Iteration 34Q: 3 clusters Score -7825418 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -7825646.500000 Penalty: 5280.497070
	Iteration 35Q: 3 clusters Score -7825646 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -7825912.500000 Penalty: 5280.497070
	Iteration 36Q: 3 clusters Score -7825912 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -7826137.000000 Penalty: 5280.497070
	Iteration 37Q: 3 clusters Score -7826137 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -7826363.000000 Penalty: 5280.497070
	Iteration 38Q: 3 clusters Score -7826363 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7826545.000000 Penalty: 5280.497070
	Iteration 39Q: 3 clusters Score -7826545 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7826681.500000 Penalty: 5280.497070
	Iteration 40F: 3 clusters Score -7826682 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -7826824.500000 Penalty: 5280.497070
	Iteration 41Q: 3 clusters Score -7826824 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -7826912.000000 Penalty: 5280.497070
	Iteration 42Q: 3 clusters Score -7826912 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -7827027.000000 Penalty: 5280.497070
	Iteration 43Q: 3 clusters Score -7827027 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -7827091.500000 Penalty: 5280.497070
	Iteration 44Q: 3 clusters Score -7827092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -7827138.000000 Penalty: 5280.497070
	Iteration 45Q: 3 clusters Score -7827138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -7827198.000000 Penalty: 5280.497070
	Iteration 46Q: 3 clusters Score -7827198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -7827241.500000 Penalty: 5280.497070
	Iteration 47Q: 3 clusters Score -7827242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -7827282.000000 Penalty: 5280.497070
	Iteration 48Q: 3 clusters Score -7827282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -7827311.000000 Penalty: 5280.497070
	Iteration 49Q: 3 clusters Score -7827311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -7827315.500000 Penalty: 5280.497070
	Iteration 50Q: 3 clusters Score -7827316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -7827326.000000 Penalty: 5280.497070
	Iteration 51Q: 3 clusters Score -7827326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -7827343.500000 Penalty: 5280.497070
	Iteration 52Q: 3 clusters Score -7827344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -7827360.000000 Penalty: 5280.497070
	Iteration 53Q: 3 clusters Score -7827360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -7827360.000000 Penalty: 5280.497070
	Iteration 54Q: 3 clusters Score -7827360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -7827359.000000 Penalty: 5280.497070
	Iteration 55Q: 3 clusters Score -7827359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -7827363.000000 Penalty: 5280.497070
	Iteration 56Q: 3 clusters Score -7827363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -7827363.000000 Penalty: 5280.497070
	Iteration 57F: 3 clusters Score -7827363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -130498.898438 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -130498.9 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 435 members 
Entering Unmasked Estep 
Score: -128790.984375 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -128791 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -129378.273438 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -129378.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -129748.125000 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -129748.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -130061.921875 Penalty: 3361.147461
	Iteration 3F: 3 clusters Score -130061.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -130194.390625 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -130194.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -130248.593750 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -130248.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -130289.906250 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -130289.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -130317.335938 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -130317.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -130345.343750 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -130345.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -130367.843750 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -130367.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -130403.742188 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -130403.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -130467.695312 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -130467.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -130512.101562 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -130512.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130577.882812 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -130577.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130600.351562 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -130600.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -130629.570312 Penalty: 3361.147461
	Iteration 15Q: 3 clusters Score -130629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130662.164062 Penalty: 3361.147461
	Iteration 16Q: 3 clusters Score -130662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -130676.460938 Penalty: 3361.147461
	Iteration 17Q: 3 clusters Score -130676.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -130698.828125 Penalty: 3361.147461
	Iteration 18Q: 3 clusters Score -130698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130708.554688 Penalty: 3361.147461
	Iteration 19Q: 3 clusters Score -130708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -130709.921875 Penalty: 3361.147461
	Iteration 20F: 3 clusters Score -130709.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29915 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33801 members 
Mstep: Class 5 contains 45686 members 
Mstep: Class 6 contains 46067 members 
Mstep: Class 7 contains 20871 members 
Mstep: Class 8 contains 46740 members 
Mstep: Class 9 contains 5055 members 
Mstep: Class 10 contains 53406 members 
Mstep: Class 11 contains 46600 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 25959 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 40215 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 22 contains 50329 members 
Mstep: Class 23 contains 51146 members 
Mstep: Class 24 contains 54239 members 
Mstep: Class 25 contains 465 members 
Entering Unmasked Estep 
Score: -110165552.000000 Penalty: 82516.046875
Splitting cluster 14 changes total score from -110167176.000000 to -110165552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -472196.781250 Penalty: 1945.177124
	Iteration 0F: 2 clusters Score -472196.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -469217.437500 Penalty: 3890.354248
	Iteration 0F: 3 clusters Score -469217.4 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -469776.968750 Penalty: 3890.354248
	Iteration 1F: 3 clusters Score -469777 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -469884.750000 Penalty: 3890.354248
	Iteration 2F: 3 clusters Score -469884.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -469946.312500 Penalty: 3890.354248
	Iteration 3Q: 3 clusters Score -469946.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -469980.000000 Penalty: 3890.354248
	Iteration 4Q: 3 clusters Score -469980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -470004.656250 Penalty: 3890.354248
	Iteration 5Q: 3 clusters Score -470004.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -470019.343750 Penalty: 3890.354248
	Iteration 6Q: 3 clusters Score -470019.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -470023.406250 Penalty: 3890.354248
	Iteration 7Q: 3 clusters Score -470023.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -470028.656250 Penalty: 3890.354248
	Iteration 8Q: 3 clusters Score -470028.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -470034.656250 Penalty: 3890.354248
	Iteration 9Q: 3 clusters Score -470034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -470039.406250 Penalty: 3890.354248
	Iteration 10Q: 3 clusters Score -470039.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -470041.781250 Penalty: 3890.354248
	Iteration 11Q: 3 clusters Score -470041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -470043.218750 Penalty: 3890.354248
	Iteration 12Q: 3 clusters Score -470043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -470046.468750 Penalty: 3890.354248
	Iteration 13Q: 3 clusters Score -470046.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -470051.687500 Penalty: 3890.354248
	Iteration 14Q: 3 clusters Score -470051.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -470055.312500 Penalty: 3890.354248
	Iteration 15Q: 3 clusters Score -470055.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -470059.468750 Penalty: 3890.354248
	Iteration 16Q: 3 clusters Score -470059.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -470064.468750 Penalty: 3890.354248
	Iteration 17Q: 3 clusters Score -470064.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -470070.687500 Penalty: 3890.354248
	Iteration 18Q: 3 clusters Score -470070.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -470078.750000 Penalty: 3890.354248
	Iteration 19Q: 3 clusters Score -470078.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -470087.031250 Penalty: 3890.354248
	Iteration 20F: 3 clusters Score -470087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -470095.656250 Penalty: 3890.354248
	Iteration 21Q: 3 clusters Score -470095.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -470100.093750 Penalty: 3890.354248
	Iteration 22Q: 3 clusters Score -470100.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -470102.562500 Penalty: 3890.354248
	Iteration 23Q: 3 clusters Score -470102.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -470108.187500 Penalty: 3890.354248
	Iteration 24Q: 3 clusters Score -470108.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -470113.875000 Penalty: 3890.354248
	Iteration 25Q: 3 clusters Score -470113.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -470119.218750 Penalty: 3890.354248
	Iteration 26Q: 3 clusters Score -470119.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -470123.468750 Penalty: 3890.354248
	Iteration 27Q: 3 clusters Score -470123.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -470126.093750 Penalty: 3890.354248
	Iteration 28Q: 3 clusters Score -470126.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -470128.031250 Penalty: 3890.354248
	Iteration 29Q: 3 clusters Score -470128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -470129.375000 Penalty: 3890.354248
	Iteration 30Q: 3 clusters Score -470129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -470131.156250 Penalty: 3890.354248
	Iteration 31Q: 3 clusters Score -470131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -470134.031250 Penalty: 3890.354248
	Iteration 32Q: 3 clusters Score -470134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -470137.593750 Penalty: 3890.354248
	Iteration 33Q: 3 clusters Score -470137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -470141.593750 Penalty: 3890.354248
	Iteration 34Q: 3 clusters Score -470141.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -470148.312500 Penalty: 3890.354248
	Iteration 35Q: 3 clusters Score -470148.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -470155.468750 Penalty: 3890.354248
	Iteration 36Q: 3 clusters Score -470155.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -470162.968750 Penalty: 3890.354248
	Iteration 37Q: 3 clusters Score -470163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -470170.843750 Penalty: 3890.354248
	Iteration 38Q: 3 clusters Score -470170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -470175.531250 Penalty: 3890.354248
	Iteration 39Q: 3 clusters Score -470175.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -470181.437500 Penalty: 3890.354248
	Iteration 40F: 3 clusters Score -470181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -470182.406250 Penalty: 3890.354248
	Iteration 41Q: 3 clusters Score -470182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -470183.125000 Penalty: 3890.354248
	Iteration 42Q: 3 clusters Score -470183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -470185.625000 Penalty: 3890.354248
	Iteration 43Q: 3 clusters Score -470185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -470187.937500 Penalty: 3890.354248
	Iteration 44Q: 3 clusters Score -470187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -470190.125000 Penalty: 3890.354248
	Iteration 45Q: 3 clusters Score -470190.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -470190.312500 Penalty: 3890.354248
	Iteration 46Q: 3 clusters Score -470190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -470190.750000 Penalty: 3890.354248
	Iteration 47Q: 3 clusters Score -470190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -470191.968750 Penalty: 3890.354248
	Iteration 48Q: 3 clusters Score -470192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -470191.843750 Penalty: 3890.354248
	Iteration 49Q: 3 clusters Score -470191.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -470191.843750 Penalty: 3890.354248
	Iteration 50F: 3 clusters Score -470191.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -206613.796875 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -206613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -204477.078125 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -204477.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -204927.875000 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -204927.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -205129.000000 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -205129 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -205265.828125 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -205265.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -205350.890625 Penalty: 3543.625977
	Iteration 4Q: 3 clusters Score -205350.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -205391.546875 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -205391.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -205432.015625 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -205432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -205453.171875 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -205453.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -205468.359375 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -205468.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -205483.765625 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -205483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -205487.203125 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -205487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -205494.328125 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -205494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -205505.875000 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -205505.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -205525.625000 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -205525.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -205533.718750 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -205533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -205536.828125 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -205536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -205536.828125 Penalty: 3543.625977
	Iteration 16F: 3 clusters Score -205536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Entering Unmasked Estep 
Score: -4829111.500000 Penalty: 2520.739746
	Iteration 0F: 2 clusters Score -4829112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -4811233.500000 Penalty: 5041.479492
	Iteration 0F: 3 clusters Score -4811234 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -4817497.500000 Penalty: 5041.479492
	Iteration 1F: 3 clusters Score -4817498 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4817834.500000 Penalty: 5041.479492
	Iteration 2Q: 3 clusters Score -4817834 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -4818151.000000 Penalty: 5041.479492
	Iteration 3Q: 3 clusters Score -4818151 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -4818445.500000 Penalty: 5041.479492
	Iteration 4Q: 3 clusters Score -4818446 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4818796.500000 Penalty: 5041.479492
	Iteration 5Q: 3 clusters Score -4818796 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4819255.500000 Penalty: 5041.479492
	Iteration 6Q: 3 clusters Score -4819256 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -4819956.000000 Penalty: 5041.479492
	Iteration 7Q: 3 clusters Score -4819956 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -4820931.000000 Penalty: 5041.479492
	Iteration 8F: 3 clusters Score -4820931 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -4822206.000000 Penalty: 5041.479492
	Iteration 9F: 3 clusters Score -4822206 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4823582.500000 Penalty: 5041.479492
	Iteration 10F: 3 clusters Score -4823582 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4824771.000000 Penalty: 5041.479492
	Iteration 11F: 3 clusters Score -4824771 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4825657.500000 Penalty: 5041.479492
	Iteration 12Q: 3 clusters Score -4825658 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4826238.000000 Penalty: 5041.479492
	Iteration 13Q: 3 clusters Score -4826238 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4826526.000000 Penalty: 5041.479492
	Iteration 14Q: 3 clusters Score -4826526 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4826668.500000 Penalty: 5041.479492
	Iteration 15Q: 3 clusters Score -4826668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4826761.500000 Penalty: 5041.479492
	Iteration 16Q: 3 clusters Score -4826762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4826804.000000 Penalty: 5041.479492
	Iteration 17Q: 3 clusters Score -4826804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4826836.500000 Penalty: 5041.479492
	Iteration 18Q: 3 clusters Score -4826836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4826857.000000 Penalty: 5041.479492
	Iteration 19Q: 3 clusters Score -4826857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4826873.500000 Penalty: 5041.479492
	Iteration 20F: 3 clusters Score -4826874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4826882.500000 Penalty: 5041.479492
	Iteration 21Q: 3 clusters Score -4826882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4826892.500000 Penalty: 5041.479492
	Iteration 22Q: 3 clusters Score -4826892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4826905.000000 Penalty: 5041.479492
	Iteration 23Q: 3 clusters Score -4826905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4826903.000000 Penalty: 5041.479492
	Iteration 24Q: 3 clusters Score -4826903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4826908.000000 Penalty: 5041.479492
	Iteration 25Q: 3 clusters Score -4826908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4826916.000000 Penalty: 5041.479492
	Iteration 26Q: 3 clusters Score -4826916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4826915.000000 Penalty: 5041.479492
	Iteration 27Q: 3 clusters Score -4826915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4826922.000000 Penalty: 5041.479492
	Iteration 28Q: 3 clusters Score -4826922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4826921.000000 Penalty: 5041.479492
	Iteration 29Q: 3 clusters Score -4826921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4826926.000000 Penalty: 5041.479492
	Iteration 30Q: 3 clusters Score -4826926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4826923.500000 Penalty: 5041.479492
	Iteration 31Q: 3 clusters Score -4826924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4826923.500000 Penalty: 5041.479492
	Iteration 32F: 3 clusters Score -4826924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -445847.718750 Penalty: 1946.148315
	Iteration 0F: 2 clusters Score -445847.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -442927.750000 Penalty: 3892.296631
	Iteration 0F: 3 clusters Score -442927.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -443537.187500 Penalty: 3892.296631
	Iteration 1F: 3 clusters Score -443537.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -443706.781250 Penalty: 3892.296631
	Iteration 2F: 3 clusters Score -443706.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -443823.750000 Penalty: 3892.296631
	Iteration 3Q: 3 clusters Score -443823.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -443925.000000 Penalty: 3892.296631
	Iteration 4Q: 3 clusters Score -443925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -443993.718750 Penalty: 3892.296631
	Iteration 5Q: 3 clusters Score -443993.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -444039.656250 Penalty: 3892.296631
	Iteration 6Q: 3 clusters Score -444039.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -444070.312500 Penalty: 3892.296631
	Iteration 7Q: 3 clusters Score -444070.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -444093.531250 Penalty: 3892.296631
	Iteration 8Q: 3 clusters Score -444093.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -444113.156250 Penalty: 3892.296631
	Iteration 9Q: 3 clusters Score -444113.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -444129.625000 Penalty: 3892.296631
	Iteration 10Q: 3 clusters Score -444129.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -444143.187500 Penalty: 3892.296631
	Iteration 11Q: 3 clusters Score -444143.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -444159.093750 Penalty: 3892.296631
	Iteration 12Q: 3 clusters Score -444159.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -444171.781250 Penalty: 3892.296631
	Iteration 13Q: 3 clusters Score -444171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -444189.187500 Penalty: 3892.296631
	Iteration 14Q: 3 clusters Score -444189.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -444201.500000 Penalty: 3892.296631
	Iteration 15Q: 3 clusters Score -444201.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -444213.562500 Penalty: 3892.296631
	Iteration 16Q: 3 clusters Score -444213.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -444222.593750 Penalty: 3892.296631
	Iteration 17Q: 3 clusters Score -444222.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -444230.843750 Penalty: 3892.296631
	Iteration 18Q: 3 clusters Score -444230.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -444237.500000 Penalty: 3892.296631
	Iteration 19Q: 3 clusters Score -444237.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -444244.593750 Penalty: 3892.296631
	Iteration 20F: 3 clusters Score -444244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -444253.218750 Penalty: 3892.296631
	Iteration 21Q: 3 clusters Score -444253.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -444261.968750 Penalty: 3892.296631
	Iteration 22Q: 3 clusters Score -444262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -444265.687500 Penalty: 3892.296631
	Iteration 23Q: 3 clusters Score -444265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -444267.468750 Penalty: 3892.296631
	Iteration 24Q: 3 clusters Score -444267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -444267.500000 Penalty: 3892.296631
	Iteration 25Q: 3 clusters Score -444267.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -444268.187500 Penalty: 3892.296631
	Iteration 26Q: 3 clusters Score -444268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -444268.187500 Penalty: 3892.296631
	Iteration 27F: 3 clusters Score -444268.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Entering Unmasked Estep 
Score: -7410437.500000 Penalty: 2629.294922
	Iteration 0F: 2 clusters Score -7410438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -7383330.000000 Penalty: 5258.589844
	Iteration 0F: 3 clusters Score -7383330 nChanged 18326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -7393319.000000 Penalty: 5258.589844
	Iteration 1F: 3 clusters Score -7393319 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -7393641.000000 Penalty: 5258.589844
	Iteration 2Q: 3 clusters Score -7393641 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -7393993.500000 Penalty: 5258.589844
	Iteration 3Q: 3 clusters Score -7393994 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -7394359.500000 Penalty: 5258.589844
	Iteration 4Q: 3 clusters Score -7394360 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -7394705.500000 Penalty: 5258.589844
	Iteration 5Q: 3 clusters Score -7394706 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -7395250.000000 Penalty: 5258.589844
	Iteration 6Q: 3 clusters Score -7395250 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -7396033.500000 Penalty: 5258.589844
	Iteration 7Q: 3 clusters Score -7396034 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -7397155.000000 Penalty: 5258.589844
	Iteration 8Q: 3 clusters Score -7397155 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -7398738.000000 Penalty: 5258.589844
	Iteration 9F: 3 clusters Score -7398738 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -7401019.500000 Penalty: 5258.589844
	Iteration 10F: 3 clusters Score -7401020 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -7403662.500000 Penalty: 5258.589844
	Iteration 11F: 3 clusters Score -7403662 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -7405470.500000 Penalty: 5258.589844
	Iteration 12F: 3 clusters Score -7405470 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -7406467.000000 Penalty: 5258.589844
	Iteration 13Q: 3 clusters Score -7406467 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -7406982.000000 Penalty: 5258.589844
	Iteration 14Q: 3 clusters Score -7406982 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -7407318.000000 Penalty: 5258.589844
	Iteration 15Q: 3 clusters Score -7407318 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -7407491.000000 Penalty: 5258.589844
	Iteration 16Q: 3 clusters Score -7407491 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -7407692.000000 Penalty: 5258.589844
	Iteration 17Q: 3 clusters Score -7407692 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -7407815.000000 Penalty: 5258.589844
	Iteration 18Q: 3 clusters Score -7407815 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -7407891.500000 Penalty: 5258.589844
	Iteration 19Q: 3 clusters Score -7407892 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -7407953.500000 Penalty: 5258.589844
	Iteration 20F: 3 clusters Score -7407954 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -7408037.000000 Penalty: 5258.589844
	Iteration 21Q: 3 clusters Score -7408037 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -7408073.500000 Penalty: 5258.589844
	Iteration 22Q: 3 clusters Score -7408074 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -7408139.500000 Penalty: 5258.589844
	Iteration 23Q: 3 clusters Score -7408140 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -7408161.000000 Penalty: 5258.589844
	Iteration 24Q: 3 clusters Score -7408161 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -7408180.000000 Penalty: 5258.589844
	Iteration 25Q: 3 clusters Score -7408180 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -7408202.500000 Penalty: 5258.589844
	Iteration 26Q: 3 clusters Score -7408202 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -7408238.500000 Penalty: 5258.589844
	Iteration 27Q: 3 clusters Score -7408238 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -7408259.000000 Penalty: 5258.589844
	Iteration 28Q: 3 clusters Score -7408259 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -7408284.000000 Penalty: 5258.589844
	Iteration 29Q: 3 clusters Score -7408284 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -7408321.000000 Penalty: 5258.589844
	Iteration 30Q: 3 clusters Score -7408321 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -7408358.000000 Penalty: 5258.589844
	Iteration 31Q: 3 clusters Score -7408358 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -7408391.000000 Penalty: 5258.589844
	Iteration 32Q: 3 clusters Score -7408391 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -7408420.000000 Penalty: 5258.589844
	Iteration 33Q: 3 clusters Score -7408420 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -7408450.000000 Penalty: 5258.589844
	Iteration 34Q: 3 clusters Score -7408450 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -7408475.000000 Penalty: 5258.589844
	Iteration 35Q: 3 clusters Score -7408475 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -7408482.500000 Penalty: 5258.589844
	Iteration 36Q: 3 clusters Score -7408482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -7408486.000000 Penalty: 5258.589844
	Iteration 37Q: 3 clusters Score -7408486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -7408490.500000 Penalty: 5258.589844
	Iteration 38Q: 3 clusters Score -7408490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -7408499.500000 Penalty: 5258.589844
	Iteration 39Q: 3 clusters Score -7408500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -7408535.000000 Penalty: 5258.589844
	Iteration 40F: 3 clusters Score -7408535 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -7408539.500000 Penalty: 5258.589844
	Iteration 41Q: 3 clusters Score -7408540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -7408554.000000 Penalty: 5258.589844
	Iteration 42Q: 3 clusters Score -7408554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -7408569.000000 Penalty: 5258.589844
	Iteration 43Q: 3 clusters Score -7408569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -7408573.000000 Penalty: 5258.589844
	Iteration 44Q: 3 clusters Score -7408573 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -7408583.500000 Penalty: 5258.589844
	Iteration 45Q: 3 clusters Score -7408584 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -7408603.000000 Penalty: 5258.589844
	Iteration 46Q: 3 clusters Score -7408603 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -7408612.500000 Penalty: 5258.589844
	Iteration 47Q: 3 clusters Score -7408612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -7408632.000000 Penalty: 5258.589844
	Iteration 48Q: 3 clusters Score -7408632 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7408645.000000 Penalty: 5258.589844
	Iteration 49Q: 3 clusters Score -7408645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -7408649.000000 Penalty: 5258.589844
	Iteration 50Q: 3 clusters Score -7408649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -7408664.500000 Penalty: 5258.589844
	Iteration 51Q: 3 clusters Score -7408664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -7408683.000000 Penalty: 5258.589844
	Iteration 52Q: 3 clusters Score -7408683 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -7408694.000000 Penalty: 5258.589844
	Iteration 53Q: 3 clusters Score -7408694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -7408709.000000 Penalty: 5258.589844
	Iteration 54Q: 3 clusters Score -7408709 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -7408709.500000 Penalty: 5258.589844
	Iteration 55Q: 3 clusters Score -7408710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -7408722.000000 Penalty: 5258.589844
	Iteration 56Q: 3 clusters Score -7408722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -7408722.500000 Penalty: 5258.589844
	Iteration 57Q: 3 clusters Score -7408722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -7408734.500000 Penalty: 5258.589844
	Iteration 58Q: 3 clusters Score -7408734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -7408729.000000 Penalty: 5258.589844
	Iteration 59Q: 3 clusters Score -7408729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -7408736.000000 Penalty: 5258.589844
	Iteration 60F: 3 clusters Score -7408736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -7408739.000000 Penalty: 5258.589844
	Iteration 61Q: 3 clusters Score -7408739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -7408747.500000 Penalty: 5258.589844
	Iteration 62Q: 3 clusters Score -7408748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7408741.500000 Penalty: 5258.589844
	Iteration 63Q: 3 clusters Score -7408742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -7408736.000000 Penalty: 5258.589844
	Iteration 64Q: 3 clusters Score -7408736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -7408734.000000 Penalty: 5258.589844
	Iteration 65Q: 3 clusters Score -7408734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7408735.500000 Penalty: 5258.589844
	Iteration 66Q: 3 clusters Score -7408736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -7408729.000000 Penalty: 5258.589844
	Iteration 67Q: 3 clusters Score -7408729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7408724.000000 Penalty: 5258.589844
	Iteration 68Q: 3 clusters Score -7408724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -7408732.500000 Penalty: 5258.589844
	Iteration 69Q: 3 clusters Score -7408732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7408732.000000 Penalty: 5258.589844
	Iteration 70Q: 3 clusters Score -7408732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -7408735.500000 Penalty: 5258.589844
	Iteration 71Q: 3 clusters Score -7408736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -7408734.000000 Penalty: 5258.589844
	Iteration 72Q: 3 clusters Score -7408734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -7408734.500000 Penalty: 5258.589844
	Iteration 73Q: 3 clusters Score -7408734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -7408734.500000 Penalty: 5258.589844
	Iteration 74Q: 3 clusters Score -7408734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7408739.000000 Penalty: 5258.589844
	Iteration 75Q: 3 clusters Score -7408739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -7408727.000000 Penalty: 5258.589844
	Iteration 76Q: 3 clusters Score -7408727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -7408725.500000 Penalty: 5258.589844
	Iteration 77Q: 3 clusters Score -7408726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -7408729.500000 Penalty: 5258.589844
	Iteration 78Q: 3 clusters Score -7408730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7408729.000000 Penalty: 5258.589844
	Iteration 79Q: 3 clusters Score -7408729 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7408732.500000 Penalty: 5258.589844
	Iteration 80F: 3 clusters Score -7408732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -7408743.000000 Penalty: 5258.589844
	Iteration 81Q: 3 clusters Score -7408743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -7408759.000000 Penalty: 5258.589844
	Iteration 82Q: 3 clusters Score -7408759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7408747.500000 Penalty: 5258.589844
	Iteration 83Q: 3 clusters Score -7408748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -7408752.500000 Penalty: 5258.589844
	Iteration 84Q: 3 clusters Score -7408752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7408766.000000 Penalty: 5258.589844
	Iteration 85Q: 3 clusters Score -7408766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -7408766.500000 Penalty: 5258.589844
	Iteration 86Q: 3 clusters Score -7408766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7408781.500000 Penalty: 5258.589844
	Iteration 87Q: 3 clusters Score -7408782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -7408774.500000 Penalty: 5258.589844
	Iteration 88Q: 3 clusters Score -7408774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -7408775.000000 Penalty: 5258.589844
	Iteration 89Q: 3 clusters Score -7408775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -7408786.500000 Penalty: 5258.589844
	Iteration 90Q: 3 clusters Score -7408786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7408780.500000 Penalty: 5258.589844
	Iteration 91Q: 3 clusters Score -7408780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -7408776.000000 Penalty: 5258.589844
	Iteration 92Q: 3 clusters Score -7408776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -7408774.500000 Penalty: 5258.589844
	Iteration 93Q: 3 clusters Score -7408774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7408774.000000 Penalty: 5258.589844
	Iteration 94Q: 3 clusters Score -7408774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -7408777.000000 Penalty: 5258.589844
	Iteration 95Q: 3 clusters Score -7408777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -7408782.000000 Penalty: 5258.589844
	Iteration 96Q: 3 clusters Score -7408782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7408783.000000 Penalty: 5258.589844
	Iteration 97Q: 3 clusters Score -7408783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -7408779.000000 Penalty: 5258.589844
	Iteration 98Q: 3 clusters Score -7408779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -7408778.000000 Penalty: 5258.589844
	Iteration 99Q: 3 clusters Score -7408778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -7408783.500000 Penalty: 5258.589844
	Iteration 100F: 3 clusters Score -7408784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -7408787.500000 Penalty: 5258.589844
	Iteration 101Q: 3 clusters Score -7408788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7408782.500000 Penalty: 5258.589844
	Iteration 102Q: 3 clusters Score -7408782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7408782.500000 Penalty: 5258.589844
	Iteration 103F: 3 clusters Score -7408782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -78619.664062 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -78619.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -77240.671875 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -77240.67 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -77788.804688 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -77788.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -77973.843750 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -77973.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -78059.812500 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -78059.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -78137.859375 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -78137.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -78181.539062 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -78181.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -78186.703125 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -78186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -78189.101562 Penalty: 3059.088379
	Iteration 7F: 3 clusters Score -78189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -78201.445312 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -78201.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -78201.445312 Penalty: 3059.088379
	Iteration 9F: 3 clusters Score -78201.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -231154.093750 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -231154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -229148.312500 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -229148.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -229740.203125 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -229740.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -230059.515625 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -230059.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -230272.843750 Penalty: 3567.322266
	Iteration 3F: 3 clusters Score -230272.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -230418.453125 Penalty: 3567.322266
	Iteration 4F: 3 clusters Score -230418.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -230514.000000 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -230514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -230590.265625 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -230590.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -230667.718750 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -230667.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -230734.937500 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -230734.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -230761.937500 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -230761.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -230805.281250 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -230805.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -230840.125000 Penalty: 3567.322266
	Iteration 11Q: 3 clusters Score -230840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -230860.625000 Penalty: 3567.322266
	Iteration 12Q: 3 clusters Score -230860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -230876.953125 Penalty: 3567.322266
	Iteration 13Q: 3 clusters Score -230877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -230887.703125 Penalty: 3567.322266
	Iteration 14Q: 3 clusters Score -230887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -230889.906250 Penalty: 3567.322266
	Iteration 15Q: 3 clusters Score -230889.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -230889.906250 Penalty: 3567.322266
	Iteration 16F: 3 clusters Score -230889.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Entering Unmasked Estep 
Score: -9429876.000000 Penalty: 2684.931641
	Iteration 0F: 2 clusters Score -9429876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -9398435.000000 Penalty: 5369.863281
	Iteration 0F: 3 clusters Score -9398435 nChanged 23301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -9411317.000000 Penalty: 5369.863281
	Iteration 1F: 3 clusters Score -9411317 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -9411890.000000 Penalty: 5369.863281
	Iteration 2Q: 3 clusters Score -9411890 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -9412421.000000 Penalty: 5369.863281
	Iteration 3Q: 3 clusters Score -9412421 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -9412998.000000 Penalty: 5369.863281
	Iteration 4Q: 3 clusters Score -9412998 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -9413702.000000 Penalty: 5369.863281
	Iteration 5Q: 3 clusters Score -9413702 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -9414499.000000 Penalty: 5369.863281
	Iteration 6Q: 3 clusters Score -9414499 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -9415627.000000 Penalty: 5369.863281
	Iteration 7Q: 3 clusters Score -9415627 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -9417338.000000 Penalty: 5369.863281
	Iteration 8F: 3 clusters Score -9417338 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -9419736.000000 Penalty: 5369.863281
	Iteration 9F: 3 clusters Score -9419736 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -9422098.000000 Penalty: 5369.863281
	Iteration 10F: 3 clusters Score -9422098 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -9423698.000000 Penalty: 5369.863281
	Iteration 11F: 3 clusters Score -9423698 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -9424452.000000 Penalty: 5369.863281
	Iteration 12Q: 3 clusters Score -9424452 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -9424863.000000 Penalty: 5369.863281
	Iteration 13Q: 3 clusters Score -9424863 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -9425127.000000 Penalty: 5369.863281
	Iteration 14Q: 3 clusters Score -9425127 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -9425392.000000 Penalty: 5369.863281
	Iteration 15Q: 3 clusters Score -9425392 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -9425637.000000 Penalty: 5369.863281
	Iteration 16Q: 3 clusters Score -9425637 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -9425919.000000 Penalty: 5369.863281
	Iteration 17Q: 3 clusters Score -9425919 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -9426118.000000 Penalty: 5369.863281
	Iteration 18Q: 3 clusters Score -9426118 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -9426282.000000 Penalty: 5369.863281
	Iteration 19Q: 3 clusters Score -9426282 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -9426403.000000 Penalty: 5369.863281
	Iteration 20F: 3 clusters Score -9426403 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -9426526.000000 Penalty: 5369.863281
	Iteration 21Q: 3 clusters Score -9426526 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -9426722.000000 Penalty: 5369.863281
	Iteration 22Q: 3 clusters Score -9426722 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -9426878.000000 Penalty: 5369.863281
	Iteration 23Q: 3 clusters Score -9426878 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -9426992.000000 Penalty: 5369.863281
	Iteration 24Q: 3 clusters Score -9426992 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -9427191.000000 Penalty: 5369.863281
	Iteration 25Q: 3 clusters Score -9427191 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -9427307.000000 Penalty: 5369.863281
	Iteration 26Q: 3 clusters Score -9427307 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -9427449.000000 Penalty: 5369.863281
	Iteration 27Q: 3 clusters Score -9427449 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -9427587.000000 Penalty: 5369.863281
	Iteration 28Q: 3 clusters Score -9427587 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -9427656.000000 Penalty: 5369.863281
	Iteration 29Q: 3 clusters Score -9427656 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -9427746.000000 Penalty: 5369.863281
	Iteration 30Q: 3 clusters Score -9427746 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -9427788.000000 Penalty: 5369.863281
	Iteration 31Q: 3 clusters Score -9427788 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -9427830.000000 Penalty: 5369.863281
	Iteration 32Q: 3 clusters Score -9427830 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -9427867.000000 Penalty: 5369.863281
	Iteration 33Q: 3 clusters Score -9427867 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -9427926.000000 Penalty: 5369.863281
	Iteration 34Q: 3 clusters Score -9427926 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -9427961.000000 Penalty: 5369.863281
	Iteration 35Q: 3 clusters Score -9427961 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -9428001.000000 Penalty: 5369.863281
	Iteration 36Q: 3 clusters Score -9428001 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -9428038.000000 Penalty: 5369.863281
	Iteration 37Q: 3 clusters Score -9428038 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -9428031.000000 Penalty: 5369.863281
	Iteration 38Q: 3 clusters Score -9428031 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -9428041.000000 Penalty: 5369.863281
	Iteration 39Q: 3 clusters Score -9428041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -9428045.000000 Penalty: 5369.863281
	Iteration 40F: 3 clusters Score -9428045 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -9428069.000000 Penalty: 5369.863281
	Iteration 41Q: 3 clusters Score -9428069 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -9428076.000000 Penalty: 5369.863281
	Iteration 42Q: 3 clusters Score -9428076 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -9428084.000000 Penalty: 5369.863281
	Iteration 43Q: 3 clusters Score -9428084 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -9428103.000000 Penalty: 5369.863281
	Iteration 44Q: 3 clusters Score -9428103 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -9428119.000000 Penalty: 5369.863281
	Iteration 45Q: 3 clusters Score -9428119 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -9428128.000000 Penalty: 5369.863281
	Iteration 46Q: 3 clusters Score -9428128 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -9428151.000000 Penalty: 5369.863281
	Iteration 47Q: 3 clusters Score -9428151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -9428154.000000 Penalty: 5369.863281
	Iteration 48Q: 3 clusters Score -9428154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -9428159.000000 Penalty: 5369.863281
	Iteration 49Q: 3 clusters Score -9428159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -9428196.000000 Penalty: 5369.863281
	Iteration 50Q: 3 clusters Score -9428196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -9428218.000000 Penalty: 5369.863281
	Iteration 51Q: 3 clusters Score -9428218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -9428222.000000 Penalty: 5369.863281
	Iteration 52Q: 3 clusters Score -9428222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -9428234.000000 Penalty: 5369.863281
	Iteration 53Q: 3 clusters Score -9428234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -9428223.000000 Penalty: 5369.863281
	Iteration 54Q: 3 clusters Score -9428223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -9428240.000000 Penalty: 5369.863281
	Iteration 55Q: 3 clusters Score -9428240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -9428250.000000 Penalty: 5369.863281
	Iteration 56Q: 3 clusters Score -9428250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -9428261.000000 Penalty: 5369.863281
	Iteration 57Q: 3 clusters Score -9428261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -9428264.000000 Penalty: 5369.863281
	Iteration 58Q: 3 clusters Score -9428264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -9428262.000000 Penalty: 5369.863281
	Iteration 59Q: 3 clusters Score -9428262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -9428265.000000 Penalty: 5369.863281
	Iteration 60F: 3 clusters Score -9428265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -9428256.000000 Penalty: 5369.863281
	Iteration 61Q: 3 clusters Score -9428256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -9428271.000000 Penalty: 5369.863281
	Iteration 62Q: 3 clusters Score -9428271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -9428269.000000 Penalty: 5369.863281
	Iteration 63Q: 3 clusters Score -9428269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -9428273.000000 Penalty: 5369.863281
	Iteration 64Q: 3 clusters Score -9428273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -9428272.000000 Penalty: 5369.863281
	Iteration 65Q: 3 clusters Score -9428272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -9428267.000000 Penalty: 5369.863281
	Iteration 66Q: 3 clusters Score -9428267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -9428262.000000 Penalty: 5369.863281
	Iteration 67Q: 3 clusters Score -9428262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -9428270.000000 Penalty: 5369.863281
	Iteration 68Q: 3 clusters Score -9428270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -9428280.000000 Penalty: 5369.863281
	Iteration 69Q: 3 clusters Score -9428280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -9428271.000000 Penalty: 5369.863281
	Iteration 70Q: 3 clusters Score -9428271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -9428254.000000 Penalty: 5369.863281
	Iteration 71Q: 3 clusters Score -9428254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -9428262.000000 Penalty: 5369.863281
	Iteration 72Q: 3 clusters Score -9428262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -9428265.000000 Penalty: 5369.863281
	Iteration 73Q: 3 clusters Score -9428265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -9428259.000000 Penalty: 5369.863281
	Iteration 74Q: 3 clusters Score -9428259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -9428268.000000 Penalty: 5369.863281
	Iteration 75Q: 3 clusters Score -9428268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -9428273.000000 Penalty: 5369.863281
	Iteration 76Q: 3 clusters Score -9428273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -9428278.000000 Penalty: 5369.863281
	Iteration 77Q: 3 clusters Score -9428278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -9428275.000000 Penalty: 5369.863281
	Iteration 78Q: 3 clusters Score -9428275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -9428279.000000 Penalty: 5369.863281
	Iteration 79Q: 3 clusters Score -9428279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -9428279.000000 Penalty: 5369.863281
	Iteration 80F: 3 clusters Score -9428279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Entering Unmasked Estep 
Score: -9586703.000000 Penalty: 2688.925049
	Iteration 0F: 2 clusters Score -9586703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -9555706.000000 Penalty: 5377.850098
	Iteration 0F: 3 clusters Score -9555706 nChanged 23787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -9569344.000000 Penalty: 5377.850098
	Iteration 1F: 3 clusters Score -9569344 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -9570826.000000 Penalty: 5377.850098
	Iteration 2F: 3 clusters Score -9570826 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -9573285.000000 Penalty: 5377.850098
	Iteration 3F: 3 clusters Score -9573285 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -9577234.000000 Penalty: 5377.850098
	Iteration 4F: 3 clusters Score -9577234 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -9581726.000000 Penalty: 5377.850098
	Iteration 5F: 3 clusters Score -9581726 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -9584048.000000 Penalty: 5377.850098
	Iteration 6F: 3 clusters Score -9584048 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -9584876.000000 Penalty: 5377.850098
	Iteration 7Q: 3 clusters Score -9584876 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -9585292.000000 Penalty: 5377.850098
	Iteration 8Q: 3 clusters Score -9585292 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -9585579.000000 Penalty: 5377.850098
	Iteration 9Q: 3 clusters Score -9585579 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -9585709.000000 Penalty: 5377.850098
	Iteration 10Q: 3 clusters Score -9585709 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -9585799.000000 Penalty: 5377.850098
	Iteration 11Q: 3 clusters Score -9585799 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -9585862.000000 Penalty: 5377.850098
	Iteration 12Q: 3 clusters Score -9585862 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -9585868.000000 Penalty: 5377.850098
	Iteration 13Q: 3 clusters Score -9585868 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -9585888.000000 Penalty: 5377.850098
	Iteration 14Q: 3 clusters Score -9585888 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -9585894.000000 Penalty: 5377.850098
	Iteration 15Q: 3 clusters Score -9585894 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -9585903.000000 Penalty: 5377.850098
	Iteration 16Q: 3 clusters Score -9585903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -9585920.000000 Penalty: 5377.850098
	Iteration 17Q: 3 clusters Score -9585920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -9585910.000000 Penalty: 5377.850098
	Iteration 18Q: 3 clusters Score -9585910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -9585939.000000 Penalty: 5377.850098
	Iteration 19Q: 3 clusters Score -9585939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -9585944.000000 Penalty: 5377.850098
	Iteration 20F: 3 clusters Score -9585944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -9585946.000000 Penalty: 5377.850098
	Iteration 21Q: 3 clusters Score -9585946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -9585938.000000 Penalty: 5377.850098
	Iteration 22Q: 3 clusters Score -9585938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -9585953.000000 Penalty: 5377.850098
	Iteration 23Q: 3 clusters Score -9585953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -9585953.000000 Penalty: 5377.850098
	Iteration 24Q: 3 clusters Score -9585953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -9585967.000000 Penalty: 5377.850098
	Iteration 25Q: 3 clusters Score -9585967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -9585940.000000 Penalty: 5377.850098
	Iteration 26Q: 3 clusters Score -9585940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -9585947.000000 Penalty: 5377.850098
	Iteration 27Q: 3 clusters Score -9585947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -9585938.000000 Penalty: 5377.850098
	Iteration 28Q: 3 clusters Score -9585938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -9585937.000000 Penalty: 5377.850098
	Iteration 29Q: 3 clusters Score -9585937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -9585938.000000 Penalty: 5377.850098
	Iteration 30Q: 3 clusters Score -9585938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -9585937.000000 Penalty: 5377.850098
	Iteration 31Q: 3 clusters Score -9585937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -9585929.000000 Penalty: 5377.850098
	Iteration 32Q: 3 clusters Score -9585929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -9585931.000000 Penalty: 5377.850098
	Iteration 33Q: 3 clusters Score -9585931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -9585936.000000 Penalty: 5377.850098
	Iteration 34Q: 3 clusters Score -9585936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -9585932.000000 Penalty: 5377.850098
	Iteration 35Q: 3 clusters Score -9585932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -9585925.000000 Penalty: 5377.850098
	Iteration 36Q: 3 clusters Score -9585925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -9585934.000000 Penalty: 5377.850098
	Iteration 37Q: 3 clusters Score -9585934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -9585936.000000 Penalty: 5377.850098
	Iteration 38Q: 3 clusters Score -9585936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -9585936.000000 Penalty: 5377.850098
	Iteration 39F: 3 clusters Score -9585936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Entering Unmasked Estep 
Score: -10172113.000000 Penalty: 2703.486572
	Iteration 0F: 2 clusters Score -1.017211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -10140575.000000 Penalty: 5406.973145
	Iteration 0F: 3 clusters Score -1.014058e+07 nChanged 25145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -10154440.000000 Penalty: 5406.973145
	Iteration 1F: 3 clusters Score -1.015444e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -10155113.000000 Penalty: 5406.973145
	Iteration 2Q: 3 clusters Score -1.015511e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -10155646.000000 Penalty: 5406.973145
	Iteration 3Q: 3 clusters Score -1.015565e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -10156230.000000 Penalty: 5406.973145
	Iteration 4Q: 3 clusters Score -1.015623e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -10156869.000000 Penalty: 5406.973145
	Iteration 5Q: 3 clusters Score -1.015687e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -10157677.000000 Penalty: 5406.973145
	Iteration 6Q: 3 clusters Score -1.015768e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -10158720.000000 Penalty: 5406.973145
	Iteration 7Q: 3 clusters Score -1.015872e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -10160049.000000 Penalty: 5406.973145
	Iteration 8Q: 3 clusters Score -1.016005e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -10161824.000000 Penalty: 5406.973145
	Iteration 9F: 3 clusters Score -1.016182e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -10163518.000000 Penalty: 5406.973145
	Iteration 10F: 3 clusters Score -1.016352e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -10164469.000000 Penalty: 5406.973145
	Iteration 11Q: 3 clusters Score -1.016447e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -10164896.000000 Penalty: 5406.973145
	Iteration 12Q: 3 clusters Score -1.01649e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -10164962.000000 Penalty: 5406.973145
	Iteration 13Q: 3 clusters Score -1.016496e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -10164980.000000 Penalty: 5406.973145
	Iteration 14Q: 3 clusters Score -1.016498e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -10165057.000000 Penalty: 5406.973145
	Iteration 15Q: 3 clusters Score -1.016506e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -10165088.000000 Penalty: 5406.973145
	Iteration 16Q: 3 clusters Score -1.016509e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -10165124.000000 Penalty: 5406.973145
	Iteration 17Q: 3 clusters Score -1.016512e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -10165116.000000 Penalty: 5406.973145
	Iteration 18Q: 3 clusters Score -1.016512e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -10165153.000000 Penalty: 5406.973145
	Iteration 19Q: 3 clusters Score -1.016515e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -10165205.000000 Penalty: 5406.973145
	Iteration 20F: 3 clusters Score -1.01652e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -10165221.000000 Penalty: 5406.973145
	Iteration 21Q: 3 clusters Score -1.016522e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -10165286.000000 Penalty: 5406.973145
	Iteration 22Q: 3 clusters Score -1.016529e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -10165301.000000 Penalty: 5406.973145
	Iteration 23Q: 3 clusters Score -1.01653e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -10165279.000000 Penalty: 5406.973145
	Iteration 24Q: 3 clusters Score -1.016528e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -10165298.000000 Penalty: 5406.973145
	Iteration 25Q: 3 clusters Score -1.01653e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -10165289.000000 Penalty: 5406.973145
	Iteration 26Q: 3 clusters Score -1.016529e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -10165311.000000 Penalty: 5406.973145
	Iteration 27Q: 3 clusters Score -1.016531e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -10165323.000000 Penalty: 5406.973145
	Iteration 28Q: 3 clusters Score -1.016532e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -10165353.000000 Penalty: 5406.973145
	Iteration 29Q: 3 clusters Score -1.016535e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -10165355.000000 Penalty: 5406.973145
	Iteration 30Q: 3 clusters Score -1.016536e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -10165336.000000 Penalty: 5406.973145
	Iteration 31Q: 3 clusters Score -1.016534e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -10165330.000000 Penalty: 5406.973145
	Iteration 32Q: 3 clusters Score -1.016533e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -10165352.000000 Penalty: 5406.973145
	Iteration 33Q: 3 clusters Score -1.016535e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -10165357.000000 Penalty: 5406.973145
	Iteration 34Q: 3 clusters Score -1.016536e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -10165358.000000 Penalty: 5406.973145
	Iteration 35Q: 3 clusters Score -1.016536e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -10165362.000000 Penalty: 5406.973145
	Iteration 36Q: 3 clusters Score -1.016536e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -10165409.000000 Penalty: 5406.973145
	Iteration 37Q: 3 clusters Score -1.016541e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -10165444.000000 Penalty: 5406.973145
	Iteration 38Q: 3 clusters Score -1.016544e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -10165448.000000 Penalty: 5406.973145
	Iteration 39Q: 3 clusters Score -1.016545e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -10165477.000000 Penalty: 5406.973145
	Iteration 40F: 3 clusters Score -1.016548e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -10165492.000000 Penalty: 5406.973145
	Iteration 41Q: 3 clusters Score -1.016549e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -10165532.000000 Penalty: 5406.973145
	Iteration 42Q: 3 clusters Score -1.016553e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -10165537.000000 Penalty: 5406.973145
	Iteration 43Q: 3 clusters Score -1.016554e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -10165546.000000 Penalty: 5406.973145
	Iteration 44Q: 3 clusters Score -1.016555e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -10165565.000000 Penalty: 5406.973145
	Iteration 45Q: 3 clusters Score -1.016556e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -10165591.000000 Penalty: 5406.973145
	Iteration 46Q: 3 clusters Score -1.016559e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -10165622.000000 Penalty: 5406.973145
	Iteration 47Q: 3 clusters Score -1.016562e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -10165661.000000 Penalty: 5406.973145
	Iteration 48Q: 3 clusters Score -1.016566e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -10165708.000000 Penalty: 5406.973145
	Iteration 49Q: 3 clusters Score -1.016571e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -10165737.000000 Penalty: 5406.973145
	Iteration 50Q: 3 clusters Score -1.016574e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -10165806.000000 Penalty: 5406.973145
	Iteration 51Q: 3 clusters Score -1.016581e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -10165889.000000 Penalty: 5406.973145
	Iteration 52Q: 3 clusters Score -1.016589e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -10165921.000000 Penalty: 5406.973145
	Iteration 53Q: 3 clusters Score -1.016592e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -10166008.000000 Penalty: 5406.973145
	Iteration 54Q: 3 clusters Score -1.016601e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -10166207.000000 Penalty: 5406.973145
	Iteration 55Q: 3 clusters Score -1.016621e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -10166449.000000 Penalty: 5406.973145
	Iteration 56Q: 3 clusters Score -1.016645e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -10166753.000000 Penalty: 5406.973145
	Iteration 57Q: 3 clusters Score -1.016675e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -10167115.000000 Penalty: 5406.973145
	Iteration 58Q: 3 clusters Score -1.016712e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -10167540.000000 Penalty: 5406.973145
	Iteration 59Q: 3 clusters Score -1.016754e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -10168211.000000 Penalty: 5406.973145
	Iteration 60F: 3 clusters Score -1.016821e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -10169069.000000 Penalty: 5406.973145
	Iteration 61Q: 3 clusters Score -1.016907e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -10169947.000000 Penalty: 5406.973145
	Iteration 62Q: 3 clusters Score -1.016995e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -10170700.000000 Penalty: 5406.973145
	Iteration 63Q: 3 clusters Score -1.01707e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -10171279.000000 Penalty: 5406.973145
	Iteration 64Q: 3 clusters Score -1.017128e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -10171685.000000 Penalty: 5406.973145
	Iteration 65Q: 3 clusters Score -1.017168e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -10171952.000000 Penalty: 5406.973145
	Iteration 66Q: 3 clusters Score -1.017195e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -10172147.000000 Penalty: 5406.973145
	Iteration 67Q: 3 clusters Score -1.017215e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -10172264.000000 Penalty: 5406.973145
	Iteration 68Q: 3 clusters Score -1.017226e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -10172337.000000 Penalty: 5406.973145
	Iteration 69Q: 3 clusters Score -1.017234e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -10172373.000000 Penalty: 5406.973145
	Iteration 70Q: 3 clusters Score -1.017237e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -10172383.000000 Penalty: 5406.973145
	Iteration 71Q: 3 clusters Score -1.017238e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -10172391.000000 Penalty: 5406.973145
	Iteration 72Q: 3 clusters Score -1.017239e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -10172378.000000 Penalty: 5406.973145
	Iteration 73Q: 3 clusters Score -1.017238e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -10172387.000000 Penalty: 5406.973145
	Iteration 74Q: 3 clusters Score -1.017239e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -10172411.000000 Penalty: 5406.973145
	Iteration 75Q: 3 clusters Score -1.017241e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -10172422.000000 Penalty: 5406.973145
	Iteration 76Q: 3 clusters Score -1.017242e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -10172448.000000 Penalty: 5406.973145
	Iteration 77Q: 3 clusters Score -1.017245e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -10172443.000000 Penalty: 5406.973145
	Iteration 78Q: 3 clusters Score -1.017244e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -10172443.000000 Penalty: 5406.973145
	Iteration 79Q: 3 clusters Score -1.017244e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -10172453.000000 Penalty: 5406.973145
	Iteration 80F: 3 clusters Score -1.017245e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -10172458.000000 Penalty: 5406.973145
	Iteration 81Q: 3 clusters Score -1.017246e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -10172474.000000 Penalty: 5406.973145
	Iteration 82Q: 3 clusters Score -1.017247e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -10172488.000000 Penalty: 5406.973145
	Iteration 83Q: 3 clusters Score -1.017249e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -10172495.000000 Penalty: 5406.973145
	Iteration 84Q: 3 clusters Score -1.01725e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -10172515.000000 Penalty: 5406.973145
	Iteration 85Q: 3 clusters Score -1.017252e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -10172527.000000 Penalty: 5406.973145
	Iteration 86Q: 3 clusters Score -1.017253e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -10172514.000000 Penalty: 5406.973145
	Iteration 87Q: 3 clusters Score -1.017251e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -10172499.000000 Penalty: 5406.973145
	Iteration 88Q: 3 clusters Score -1.01725e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -10172520.000000 Penalty: 5406.973145
	Iteration 89Q: 3 clusters Score -1.017252e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -10172520.000000 Penalty: 5406.973145
	Iteration 90Q: 3 clusters Score -1.017252e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -10172534.000000 Penalty: 5406.973145
	Iteration 91Q: 3 clusters Score -1.017253e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -10172547.000000 Penalty: 5406.973145
	Iteration 92Q: 3 clusters Score -1.017255e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -10172540.000000 Penalty: 5406.973145
	Iteration 93Q: 3 clusters Score -1.017254e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -10172520.000000 Penalty: 5406.973145
	Iteration 94Q: 3 clusters Score -1.017252e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -10172505.000000 Penalty: 5406.973145
	Iteration 95Q: 3 clusters Score -1.01725e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -10172503.000000 Penalty: 5406.973145
	Iteration 96Q: 3 clusters Score -1.01725e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -10172494.000000 Penalty: 5406.973145
	Iteration 97Q: 3 clusters Score -1.017249e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -10172505.000000 Penalty: 5406.973145
	Iteration 98Q: 3 clusters Score -1.01725e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -10172540.000000 Penalty: 5406.973145
	Iteration 99Q: 3 clusters Score -1.017254e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -10172551.000000 Penalty: 5406.973145
	Iteration 100F: 3 clusters Score -1.017255e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -10172555.000000 Penalty: 5406.973145
	Iteration 101Q: 3 clusters Score -1.017256e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -10172546.000000 Penalty: 5406.973145
	Iteration 102Q: 3 clusters Score -1.017255e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -10172566.000000 Penalty: 5406.973145
	Iteration 103Q: 3 clusters Score -1.017257e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -10172582.000000 Penalty: 5406.973145
	Iteration 104Q: 3 clusters Score -1.017258e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -10172576.000000 Penalty: 5406.973145
	Iteration 105Q: 3 clusters Score -1.017258e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -10172579.000000 Penalty: 5406.973145
	Iteration 106Q: 3 clusters Score -1.017258e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -10172570.000000 Penalty: 5406.973145
	Iteration 107Q: 3 clusters Score -1.017257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -10172584.000000 Penalty: 5406.973145
	Iteration 108Q: 3 clusters Score -1.017258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -10172573.000000 Penalty: 5406.973145
	Iteration 109Q: 3 clusters Score -1.017257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -10172572.000000 Penalty: 5406.973145
	Iteration 110Q: 3 clusters Score -1.017257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -10172576.000000 Penalty: 5406.973145
	Iteration 111Q: 3 clusters Score -1.017258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -10172576.000000 Penalty: 5406.973145
	Iteration 112Q: 3 clusters Score -1.017258e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -10172587.000000 Penalty: 5406.973145
	Iteration 113Q: 3 clusters Score -1.017259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -10172587.000000 Penalty: 5406.973145
	Iteration 114Q: 3 clusters Score -1.017259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -10172592.000000 Penalty: 5406.973145
	Iteration 115Q: 3 clusters Score -1.017259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -10172589.000000 Penalty: 5406.973145
	Iteration 116Q: 3 clusters Score -1.017259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -10172579.000000 Penalty: 5406.973145
	Iteration 117Q: 3 clusters Score -1.017258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -10172581.000000 Penalty: 5406.973145
	Iteration 118Q: 3 clusters Score -1.017258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -10172581.000000 Penalty: 5406.973145
	Iteration 119Q: 3 clusters Score -1.017258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -10172580.000000 Penalty: 5406.973145
	Iteration 120F: 3 clusters Score -1.017258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -10172573.000000 Penalty: 5406.973145
	Iteration 121Q: 3 clusters Score -1.017257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -10172564.000000 Penalty: 5406.973145
	Iteration 122Q: 3 clusters Score -1.017256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -10172562.000000 Penalty: 5406.973145
	Iteration 123Q: 3 clusters Score -1.017256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -10172558.000000 Penalty: 5406.973145
	Iteration 124Q: 3 clusters Score -1.017256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -10172553.000000 Penalty: 5406.973145
	Iteration 125Q: 3 clusters Score -1.017255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -10172561.000000 Penalty: 5406.973145
	Iteration 126Q: 3 clusters Score -1.017256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -10172563.000000 Penalty: 5406.973145
	Iteration 127Q: 3 clusters Score -1.017256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -10172564.000000 Penalty: 5406.973145
	Iteration 128Q: 3 clusters Score -1.017256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -10172581.000000 Penalty: 5406.973145
	Iteration 129Q: 3 clusters Score -1.017258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -10172567.000000 Penalty: 5406.973145
	Iteration 130Q: 3 clusters Score -1.017257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -10172565.000000 Penalty: 5406.973145
	Iteration 131Q: 3 clusters Score -1.017256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -10172559.000000 Penalty: 5406.973145
	Iteration 132Q: 3 clusters Score -1.017256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -10172557.000000 Penalty: 5406.973145
	Iteration 133Q: 3 clusters Score -1.017256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -10172554.000000 Penalty: 5406.973145
	Iteration 134Q: 3 clusters Score -1.017255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -10172548.000000 Penalty: 5406.973145
	Iteration 135Q: 3 clusters Score -1.017255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -10172541.000000 Penalty: 5406.973145
	Iteration 136Q: 3 clusters Score -1.017254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -10172545.000000 Penalty: 5406.973145
	Iteration 137Q: 3 clusters Score -1.017254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -10172551.000000 Penalty: 5406.973145
	Iteration 138Q: 3 clusters Score -1.017255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -10172544.000000 Penalty: 5406.973145
	Iteration 139Q: 3 clusters Score -1.017254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -10172545.000000 Penalty: 5406.973145
	Iteration 140F: 3 clusters Score -1.017254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -10172560.000000 Penalty: 5406.973145
	Iteration 141Q: 3 clusters Score -1.017256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -10172555.000000 Penalty: 5406.973145
	Iteration 142Q: 3 clusters Score -1.017256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -10172555.000000 Penalty: 5406.973145
	Iteration 143F: 3 clusters Score -1.017256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29915 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33801 members 
Mstep: Class 5 contains 45686 members 
Mstep: Class 6 contains 46067 members 
Mstep: Class 7 contains 20871 members 
Mstep: Class 8 contains 46740 members 
Mstep: Class 9 contains 5055 members 
Mstep: Class 10 contains 53406 members 
Mstep: Class 11 contains 46600 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 25959 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 40215 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 22 contains 50329 members 
Mstep: Class 23 contains 51146 members 
Mstep: Class 24 contains 25517 members 
Mstep: Class 25 contains 28722 members 
Entering Unmasked Estep 
Score: -110167520.000000 Penalty: 82516.046875
Splitting cluster 24 changes total score from -110167176.000000 to -110167520.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29915 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33801 members 
Mstep: Class 5 contains 45686 members 
Mstep: Class 6 contains 46067 members 
Mstep: Class 7 contains 20871 members 
Mstep: Class 8 contains 46740 members 
Mstep: Class 9 contains 5055 members 
Mstep: Class 10 contains 53406 members 
Mstep: Class 11 contains 46600 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 25959 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 40215 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 22 contains 50329 members 
Mstep: Class 23 contains 51146 members 
Mstep: Class 24 contains 25517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169360.000000 Penalty: 82516.046875
Iteration 199Q: 26 clusters Score -1.101694e+08 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29888 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33726 members 
Mstep: Class 5 contains 45695 members 
Mstep: Class 6 contains 46232 members 
Mstep: Class 7 contains 20657 members 
Mstep: Class 8 contains 46701 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 53435 members 
Mstep: Class 11 contains 46679 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42050 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2527 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 25797 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 40196 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 50516 members 
Mstep: Class 23 contains 51371 members 
Mstep: Class 24 contains 26303 members 
Mstep: Class 25 contains 27760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169824.000000 Penalty: 82516.046875
Iteration 200F: 26 clusters Score -1.101698e+08 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29855 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33520 members 
Mstep: Class 5 contains 45588 members 
Mstep: Class 6 contains 46193 members 
Mstep: Class 7 contains 20287 members 
Mstep: Class 8 contains 46679 members 
Mstep: Class 9 contains 5091 members 
Mstep: Class 10 contains 53397 members 
Mstep: Class 11 contains 46514 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41627 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2511 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 25515 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 39988 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 50375 members 
Mstep: Class 23 contains 51435 members 
Mstep: Class 24 contains 26859 members 
Mstep: Class 25 contains 29174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170120.000000 Penalty: 82516.046875
Iteration 201Q: 26 clusters Score -1.101701e+08 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29822 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33387 members 
Mstep: Class 5 contains 45516 members 
Mstep: Class 6 contains 46117 members 
Mstep: Class 7 contains 19894 members 
Mstep: Class 8 contains 46672 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 53365 members 
Mstep: Class 11 contains 46391 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41253 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 25274 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 39828 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 50396 members 
Mstep: Class 23 contains 51507 members 
Mstep: Class 24 contains 27429 members 
Mstep: Class 25 contains 30154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170752.000000 Penalty: 82516.046875
Iteration 202Q: 26 clusters Score -1.101708e+08 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29780 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33249 members 
Mstep: Class 5 contains 45478 members 
Mstep: Class 6 contains 46014 members 
Mstep: Class 7 contains 19493 members 
Mstep: Class 8 contains 46689 members 
Mstep: Class 9 contains 5112 members 
Mstep: Class 10 contains 53276 members 
Mstep: Class 11 contains 46281 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 40923 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2480 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 25063 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 39672 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 50482 members 
Mstep: Class 23 contains 51733 members 
Mstep: Class 24 contains 27928 members 
Mstep: Class 25 contains 30957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171328.000000 Penalty: 82516.046875
Iteration 203Q: 26 clusters Score -1.101713e+08 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29734 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33160 members 
Mstep: Class 5 contains 45451 members 
Mstep: Class 6 contains 45884 members 
Mstep: Class 7 contains 19077 members 
Mstep: Class 8 contains 46699 members 
Mstep: Class 9 contains 5129 members 
Mstep: Class 10 contains 53098 members 
Mstep: Class 11 contains 46168 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 40573 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 24846 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 39532 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 50391 members 
Mstep: Class 23 contains 52017 members 
Mstep: Class 24 contains 28536 members 
Mstep: Class 25 contains 31851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171872.000000 Penalty: 82516.046875
Iteration 204Q: 26 clusters Score -1.101719e+08 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29684 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33078 members 
Mstep: Class 5 contains 45377 members 
Mstep: Class 6 contains 45752 members 
Mstep: Class 7 contains 18694 members 
Mstep: Class 8 contains 46708 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 52898 members 
Mstep: Class 11 contains 46054 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 40193 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2445 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 24640 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 39429 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 50248 members 
Mstep: Class 23 contains 52280 members 
Mstep: Class 24 contains 29234 members 
Mstep: Class 25 contains 32769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172384.000000 Penalty: 82516.046875
Iteration 205Q: 26 clusters Score -1.101724e+08 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29657 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32984 members 
Mstep: Class 5 contains 45337 members 
Mstep: Class 6 contains 45628 members 
Mstep: Class 7 contains 18295 members 
Mstep: Class 8 contains 46719 members 
Mstep: Class 9 contains 5134 members 
Mstep: Class 10 contains 52631 members 
Mstep: Class 11 contains 45882 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 39759 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 24426 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 39361 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 50108 members 
Mstep: Class 23 contains 52512 members 
Mstep: Class 24 contains 30028 members 
Mstep: Class 25 contains 33725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173320.000000 Penalty: 82516.046875
Iteration 206Q: 26 clusters Score -1.101733e+08 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29639 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32858 members 
Mstep: Class 5 contains 45322 members 
Mstep: Class 6 contains 45506 members 
Mstep: Class 7 contains 17901 members 
Mstep: Class 8 contains 46803 members 
Mstep: Class 9 contains 5139 members 
Mstep: Class 10 contains 52288 members 
Mstep: Class 11 contains 45704 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 39300 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 24195 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 39331 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 49969 members 
Mstep: Class 23 contains 52533 members 
Mstep: Class 24 contains 30988 members 
Mstep: Class 25 contains 34717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173856.000000 Penalty: 82516.046875
Iteration 207Q: 26 clusters Score -1.101739e+08 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29618 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32721 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 45392 members 
Mstep: Class 7 contains 17508 members 
Mstep: Class 8 contains 46917 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 51958 members 
Mstep: Class 11 contains 45527 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 38885 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 23951 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 39296 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 49773 members 
Mstep: Class 23 contains 52499 members 
Mstep: Class 24 contains 32074 members 
Mstep: Class 25 contains 35622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174760.000000 Penalty: 82516.046875
Iteration 208Q: 26 clusters Score -1.101748e+08 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29583 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32599 members 
Mstep: Class 5 contains 45353 members 
Mstep: Class 6 contains 45258 members 
Mstep: Class 7 contains 17140 members 
Mstep: Class 8 contains 46975 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 51627 members 
Mstep: Class 11 contains 45357 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 38436 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2402 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 23707 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 39207 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 49460 members 
Mstep: Class 23 contains 52335 members 
Mstep: Class 24 contains 33325 members 
Mstep: Class 25 contains 36719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176080.000000 Penalty: 82516.046875
Iteration 209Q: 26 clusters Score -1.101761e+08 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29555 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32442 members 
Mstep: Class 5 contains 45367 members 
Mstep: Class 6 contains 45091 members 
Mstep: Class 7 contains 16750 members 
Mstep: Class 8 contains 46941 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 51432 members 
Mstep: Class 11 contains 45119 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 38023 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 23448 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 39097 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 49040 members 
Mstep: Class 23 contains 52128 members 
Mstep: Class 24 contains 34655 members 
Mstep: Class 25 contains 38004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177440.000000 Penalty: 82516.046875
Iteration 210Q: 26 clusters Score -1.101774e+08 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29512 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32307 members 
Mstep: Class 5 contains 45391 members 
Mstep: Class 6 contains 44890 members 
Mstep: Class 7 contains 16360 members 
Mstep: Class 8 contains 46863 members 
Mstep: Class 9 contains 5126 members 
Mstep: Class 10 contains 51372 members 
Mstep: Class 11 contains 44958 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 37522 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2377 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 23176 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 38956 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 48465 members 
Mstep: Class 23 contains 52041 members 
Mstep: Class 24 contains 36028 members 
Mstep: Class 25 contains 39270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110178560.000000 Penalty: 82516.046875
Iteration 211Q: 26 clusters Score -1.101786e+08 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29473 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32197 members 
Mstep: Class 5 contains 45393 members 
Mstep: Class 6 contains 44654 members 
Mstep: Class 7 contains 15995 members 
Mstep: Class 8 contains 46835 members 
Mstep: Class 9 contains 5127 members 
Mstep: Class 10 contains 51237 members 
Mstep: Class 11 contains 44825 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 36932 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2365 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 22895 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 38827 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 47480 members 
Mstep: Class 23 contains 51962 members 
Mstep: Class 24 contains 37581 members 
Mstep: Class 25 contains 40835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179984.000000 Penalty: 82516.046875
Iteration 212Q: 26 clusters Score -1.1018e+08 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29420 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32069 members 
Mstep: Class 5 contains 45367 members 
Mstep: Class 6 contains 44415 members 
Mstep: Class 7 contains 15629 members 
Mstep: Class 8 contains 46811 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 51082 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 36063 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 22593 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 38724 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 46597 members 
Mstep: Class 23 contains 51954 members 
Mstep: Class 24 contains 39237 members 
Mstep: Class 25 contains 42414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180528.000000 Penalty: 82516.046875
Iteration 213Q: 26 clusters Score -1.101805e+08 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29379 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31955 members 
Mstep: Class 5 contains 45334 members 
Mstep: Class 6 contains 44241 members 
Mstep: Class 7 contains 15279 members 
Mstep: Class 8 contains 46791 members 
Mstep: Class 9 contains 5129 members 
Mstep: Class 10 contains 50947 members 
Mstep: Class 11 contains 44663 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 35020 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 22312 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 38602 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 45825 members 
Mstep: Class 23 contains 52289 members 
Mstep: Class 24 contains 41059 members 
Mstep: Class 25 contains 43436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181176.000000 Penalty: 82516.046875
Iteration 214Q: 26 clusters Score -1.101812e+08 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29349 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31859 members 
Mstep: Class 5 contains 45327 members 
Mstep: Class 6 contains 44075 members 
Mstep: Class 7 contains 14918 members 
Mstep: Class 8 contains 46736 members 
Mstep: Class 9 contains 5110 members 
Mstep: Class 10 contains 50719 members 
Mstep: Class 11 contains 44521 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 33974 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2365 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 22026 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 38466 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 44935 members 
Mstep: Class 23 contains 52847 members 
Mstep: Class 24 contains 43099 members 
Mstep: Class 25 contains 44289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180648.000000 Penalty: 82516.046875
Iteration 215Q: 26 clusters Score -1.101806e+08 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29316 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31753 members 
Mstep: Class 5 contains 45291 members 
Mstep: Class 6 contains 43909 members 
Mstep: Class 7 contains 14541 members 
Mstep: Class 8 contains 46699 members 
Mstep: Class 9 contains 5088 members 
Mstep: Class 10 contains 50344 members 
Mstep: Class 11 contains 44317 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 32999 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 21774 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 38331 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 44065 members 
Mstep: Class 23 contains 53510 members 
Mstep: Class 24 contains 45510 members 
Mstep: Class 25 contains 44794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181112.000000 Penalty: 82516.046875
Iteration 216Q: 26 clusters Score -1.101811e+08 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29289 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31672 members 
Mstep: Class 5 contains 45318 members 
Mstep: Class 6 contains 43747 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 46628 members 
Mstep: Class 9 contains 5045 members 
Mstep: Class 10 contains 49894 members 
Mstep: Class 11 contains 44182 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 32172 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 21515 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 38209 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 43320 members 
Mstep: Class 23 contains 53886 members 
Mstep: Class 24 contains 47859 members 
Mstep: Class 25 contains 45313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181912.000000 Penalty: 82516.046875
Iteration 217Q: 26 clusters Score -1.101819e+08 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29262 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31674 members 
Mstep: Class 5 contains 45301 members 
Mstep: Class 6 contains 43560 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 46570 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 49494 members 
Mstep: Class 11 contains 44063 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 31593 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 21311 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 38091 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 42917 members 
Mstep: Class 23 contains 53368 members 
Mstep: Class 24 contains 50001 members 
Mstep: Class 25 contains 46195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181784.000000 Penalty: 82516.046875
Iteration 218Q: 26 clusters Score -1.101818e+08 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29242 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31692 members 
Mstep: Class 5 contains 45306 members 
Mstep: Class 6 contains 43437 members 
Mstep: Class 7 contains 13505 members 
Mstep: Class 8 contains 46521 members 
Mstep: Class 9 contains 4966 members 
Mstep: Class 10 contains 49264 members 
Mstep: Class 11 contains 43938 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 31215 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2376 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 21112 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 38002 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 42853 members 
Mstep: Class 23 contains 52720 members 
Mstep: Class 24 contains 51488 members 
Mstep: Class 25 contains 46977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182016.000000 Penalty: 82516.046875
Iteration 219Q: 26 clusters Score -1.10182e+08 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29222 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31666 members 
Mstep: Class 5 contains 45358 members 
Mstep: Class 6 contains 43364 members 
Mstep: Class 7 contains 13207 members 
Mstep: Class 8 contains 46405 members 
Mstep: Class 9 contains 4913 members 
Mstep: Class 10 contains 49085 members 
Mstep: Class 11 contains 43812 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30935 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2379 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 20970 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 37907 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 43000 members 
Mstep: Class 23 contains 52015 members 
Mstep: Class 24 contains 52588 members 
Mstep: Class 25 contains 47791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182536.000000 Penalty: 82516.046875
Iteration 220F: 26 clusters Score -1.101825e+08 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29211 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31640 members 
Mstep: Class 5 contains 45427 members 
Mstep: Class 6 contains 43260 members 
Mstep: Class 7 contains 12922 members 
Mstep: Class 8 contains 46351 members 
Mstep: Class 9 contains 4870 members 
Mstep: Class 10 contains 48954 members 
Mstep: Class 11 contains 43659 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30588 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2380 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 20832 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 37814 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 42789 members 
Mstep: Class 23 contains 51397 members 
Mstep: Class 24 contains 53212 members 
Mstep: Class 25 contains 49312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181936.000000 Penalty: 82516.046875
Iteration 221Q: 26 clusters Score -1.101819e+08 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29203 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31608 members 
Mstep: Class 5 contains 45482 members 
Mstep: Class 6 contains 43182 members 
Mstep: Class 7 contains 12681 members 
Mstep: Class 8 contains 46290 members 
Mstep: Class 9 contains 4823 members 
Mstep: Class 10 contains 48909 members 
Mstep: Class 11 contains 43423 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30409 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 20687 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 37766 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 42629 members 
Mstep: Class 23 contains 50822 members 
Mstep: Class 24 contains 53572 members 
Mstep: Class 25 contains 50739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181032.000000 Penalty: 82516.046875
Iteration 222Q: 26 clusters Score -1.10181e+08 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29193 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31567 members 
Mstep: Class 5 contains 45531 members 
Mstep: Class 6 contains 43112 members 
Mstep: Class 7 contains 12466 members 
Mstep: Class 8 contains 46273 members 
Mstep: Class 9 contains 4765 members 
Mstep: Class 10 contains 48937 members 
Mstep: Class 11 contains 43208 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30333 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2413 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 20529 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 37701 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 42606 members 
Mstep: Class 23 contains 50304 members 
Mstep: Class 24 contains 53632 members 
Mstep: Class 25 contains 52046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180648.000000 Penalty: 82516.046875
Iteration 223Q: 26 clusters Score -1.101806e+08 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29194 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31564 members 
Mstep: Class 5 contains 45629 members 
Mstep: Class 6 contains 43035 members 
Mstep: Class 7 contains 12254 members 
Mstep: Class 8 contains 46231 members 
Mstep: Class 9 contains 4720 members 
Mstep: Class 10 contains 49041 members 
Mstep: Class 11 contains 43004 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30317 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 20369 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 37641 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 42641 members 
Mstep: Class 23 contains 49927 members 
Mstep: Class 24 contains 53538 members 
Mstep: Class 25 contains 53087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180128.000000 Penalty: 82516.046875
Iteration 224Q: 26 clusters Score -1.101801e+08 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29194 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31565 members 
Mstep: Class 5 contains 45703 members 
Mstep: Class 6 contains 43021 members 
Mstep: Class 7 contains 12057 members 
Mstep: Class 8 contains 46197 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 10 contains 49025 members 
Mstep: Class 11 contains 42873 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30294 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2438 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 20225 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 37590 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 42878 members 
Mstep: Class 23 contains 49660 members 
Mstep: Class 24 contains 53403 members 
Mstep: Class 25 contains 53816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179824.000000 Penalty: 82516.046875
Iteration 225Q: 26 clusters Score -1.101798e+08 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29184 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31561 members 
Mstep: Class 5 contains 45772 members 
Mstep: Class 6 contains 42990 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 46155 members 
Mstep: Class 9 contains 4655 members 
Mstep: Class 10 contains 49006 members 
Mstep: Class 11 contains 42780 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30328 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 20101 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 37514 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 43290 members 
Mstep: Class 23 contains 49608 members 
Mstep: Class 24 contains 52973 members 
Mstep: Class 25 contains 54370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179336.000000 Penalty: 82516.046875
Iteration 226Q: 26 clusters Score -1.101793e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29183 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31551 members 
Mstep: Class 5 contains 45828 members 
Mstep: Class 6 contains 43001 members 
Mstep: Class 7 contains 11735 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 4625 members 
Mstep: Class 10 contains 48839 members 
Mstep: Class 11 contains 42720 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30344 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 19967 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 37445 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 43710 members 
Mstep: Class 23 contains 49579 members 
Mstep: Class 24 contains 52776 members 
Mstep: Class 25 contains 54721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179464.000000 Penalty: 82516.046875
Iteration 227Q: 26 clusters Score -1.101795e+08 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29175 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31509 members 
Mstep: Class 5 contains 45892 members 
Mstep: Class 6 contains 43016 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 46083 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 48744 members 
Mstep: Class 11 contains 42687 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30420 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 19853 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 37387 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 44127 members 
Mstep: Class 23 contains 49571 members 
Mstep: Class 24 contains 52570 members 
Mstep: Class 25 contains 54925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179592.000000 Penalty: 82516.046875
Iteration 228Q: 26 clusters Score -1.101796e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29167 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31470 members 
Mstep: Class 5 contains 45950 members 
Mstep: Class 6 contains 43049 members 
Mstep: Class 7 contains 11399 members 
Mstep: Class 8 contains 46059 members 
Mstep: Class 9 contains 4578 members 
Mstep: Class 10 contains 48645 members 
Mstep: Class 11 contains 42669 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30430 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2499 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 19742 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 37324 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 22 contains 44487 members 
Mstep: Class 23 contains 49671 members 
Mstep: Class 24 contains 52428 members 
Mstep: Class 25 contains 55049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179440.000000 Penalty: 82516.046875
Iteration 229Q: 26 clusters Score -1.101794e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29168 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31414 members 
Mstep: Class 5 contains 46023 members 
Mstep: Class 6 contains 43065 members 
Mstep: Class 7 contains 11252 members 
Mstep: Class 8 contains 46012 members 
Mstep: Class 9 contains 4544 members 
Mstep: Class 10 contains 48526 members 
Mstep: Class 11 contains 42645 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30439 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 19626 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 37281 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 44798 members 
Mstep: Class 23 contains 49799 members 
Mstep: Class 24 contains 52398 members 
Mstep: Class 25 contains 55111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179376.000000 Penalty: 82516.046875
Iteration 230Q: 26 clusters Score -1.101794e+08 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29168 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31341 members 
Mstep: Class 5 contains 46098 members 
Mstep: Class 6 contains 43078 members 
Mstep: Class 7 contains 11129 members 
Mstep: Class 8 contains 45943 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 48442 members 
Mstep: Class 11 contains 42623 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30435 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 19488 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 37241 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 45129 members 
Mstep: Class 23 contains 49930 members 
Mstep: Class 24 contains 52370 members 
Mstep: Class 25 contains 55152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179288.000000 Penalty: 82516.046875
Iteration 231Q: 26 clusters Score -1.101793e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29168 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31273 members 
Mstep: Class 5 contains 46154 members 
Mstep: Class 6 contains 43064 members 
Mstep: Class 7 contains 11008 members 
Mstep: Class 8 contains 45889 members 
Mstep: Class 9 contains 4509 members 
Mstep: Class 10 contains 48407 members 
Mstep: Class 11 contains 42616 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30433 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 19366 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 37190 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 45465 members 
Mstep: Class 23 contains 50135 members 
Mstep: Class 24 contains 52309 members 
Mstep: Class 25 contains 55110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179016.000000 Penalty: 82516.046875
Iteration 232Q: 26 clusters Score -1.10179e+08 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29169 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31221 members 
Mstep: Class 5 contains 46210 members 
Mstep: Class 6 contains 43037 members 
Mstep: Class 7 contains 10890 members 
Mstep: Class 8 contains 45858 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 48423 members 
Mstep: Class 11 contains 42645 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30458 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2523 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 19244 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 37129 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 45854 members 
Mstep: Class 23 contains 50224 members 
Mstep: Class 24 contains 52300 members 
Mstep: Class 25 contains 54957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179560.000000 Penalty: 82516.046875
Iteration 233Q: 26 clusters Score -1.101796e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29155 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31168 members 
Mstep: Class 5 contains 46263 members 
Mstep: Class 6 contains 43006 members 
Mstep: Class 7 contains 10766 members 
Mstep: Class 8 contains 45861 members 
Mstep: Class 9 contains 4455 members 
Mstep: Class 10 contains 48427 members 
Mstep: Class 11 contains 42665 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30495 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 19157 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 37099 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 46217 members 
Mstep: Class 23 contains 50326 members 
Mstep: Class 24 contains 52217 members 
Mstep: Class 25 contains 54808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179696.000000 Penalty: 82516.046875
Iteration 234Q: 26 clusters Score -1.101797e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29160 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31130 members 
Mstep: Class 5 contains 46284 members 
Mstep: Class 6 contains 42965 members 
Mstep: Class 7 contains 10651 members 
Mstep: Class 8 contains 45807 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 48475 members 
Mstep: Class 11 contains 42669 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30566 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 19053 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 37055 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 46603 members 
Mstep: Class 23 contains 50421 members 
Mstep: Class 24 contains 52155 members 
Mstep: Class 25 contains 54660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110179856.000000 Penalty: 82516.046875
Iteration 235Q: 26 clusters Score -1.101799e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29155 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31087 members 
Mstep: Class 5 contains 46295 members 
Mstep: Class 6 contains 42945 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 45772 members 
Mstep: Class 9 contains 4410 members 
Mstep: Class 10 contains 48524 members 
Mstep: Class 11 contains 42657 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30703 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 18961 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 37005 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 46960 members 
Mstep: Class 23 contains 50504 members 
Mstep: Class 24 contains 52056 members 
Mstep: Class 25 contains 54508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180136.000000 Penalty: 82516.046875
Iteration 236Q: 26 clusters Score -1.101801e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29148 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31067 members 
Mstep: Class 5 contains 46307 members 
Mstep: Class 6 contains 42929 members 
Mstep: Class 7 contains 10438 members 
Mstep: Class 8 contains 45757 members 
Mstep: Class 9 contains 4394 members 
Mstep: Class 10 contains 48546 members 
Mstep: Class 11 contains 42614 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 30862 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 18868 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36956 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 47284 members 
Mstep: Class 23 contains 50575 members 
Mstep: Class 24 contains 51981 members 
Mstep: Class 25 contains 54356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180280.000000 Penalty: 82516.046875
Iteration 237Q: 26 clusters Score -1.101803e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29149 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31053 members 
Mstep: Class 5 contains 46313 members 
Mstep: Class 6 contains 42914 members 
Mstep: Class 7 contains 10364 members 
Mstep: Class 8 contains 45750 members 
Mstep: Class 9 contains 4374 members 
Mstep: Class 10 contains 48536 members 
Mstep: Class 11 contains 42577 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 31077 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2523 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 18764 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36921 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 47571 members 
Mstep: Class 23 contains 50640 members 
Mstep: Class 24 contains 51945 members 
Mstep: Class 25 contains 54136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180560.000000 Penalty: 82516.046875
Iteration 238Q: 26 clusters Score -1.101806e+08 nChanged 2640
Entering ConstructFrom: 
Score: -110180560.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23298.146484 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -23298.15 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 154 members 
Entering Unmasked Estep 
Score: -22159.626953 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -22159.63 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22322.244141 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -22322.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22380.166016 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -22380.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22401.226562 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -22401.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22429.228516 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -22429.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22446.779297 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -22446.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22457.357422 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -22457.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22460.107422 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -22460.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22463.718750 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -22463.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22473.554688 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -22473.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22489.806641 Penalty: 2822.418457
	Iteration 10Q: 3 clusters Score -22489.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22498.412109 Penalty: 2822.418457
	Iteration 11Q: 3 clusters Score -22498.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22522.933594 Penalty: 2822.418457
	Iteration 12Q: 3 clusters Score -22522.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22547.345703 Penalty: 2822.418457
	Iteration 13Q: 3 clusters Score -22547.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22568.310547 Penalty: 2822.418457
	Iteration 14Q: 3 clusters Score -22568.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22623.845703 Penalty: 2822.418457
	Iteration 15Q: 3 clusters Score -22623.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22633.628906 Penalty: 2822.418457
	Iteration 16Q: 3 clusters Score -22633.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22636.193359 Penalty: 2822.418457
	Iteration 17Q: 3 clusters Score -22636.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22636.193359 Penalty: 2822.418457
	Iteration 18F: 3 clusters Score -22636.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Entering Unmasked Estep 
Score: -5262868.000000 Penalty: 2549.500732
	Iteration 0F: 2 clusters Score -5262868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -5242849.000000 Penalty: 5099.001465
	Iteration 0F: 3 clusters Score -5242849 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -5249844.500000 Penalty: 5099.001465
	Iteration 1F: 3 clusters Score -5249844 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -5250226.000000 Penalty: 5099.001465
	Iteration 2Q: 3 clusters Score -5250226 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -5250528.500000 Penalty: 5099.001465
	Iteration 3Q: 3 clusters Score -5250528 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -5250825.500000 Penalty: 5099.001465
	Iteration 4Q: 3 clusters Score -5250826 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -5251088.500000 Penalty: 5099.001465
	Iteration 5Q: 3 clusters Score -5251088 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -5251418.500000 Penalty: 5099.001465
	Iteration 6Q: 3 clusters Score -5251418 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -5251794.000000 Penalty: 5099.001465
	Iteration 7Q: 3 clusters Score -5251794 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -5252410.000000 Penalty: 5099.001465
	Iteration 8Q: 3 clusters Score -5252410 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -5253418.000000 Penalty: 5099.001465
	Iteration 9F: 3 clusters Score -5253418 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5254929.000000 Penalty: 5099.001465
	Iteration 10F: 3 clusters Score -5254929 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -5256673.500000 Penalty: 5099.001465
	Iteration 11F: 3 clusters Score -5256674 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5258328.500000 Penalty: 5099.001465
	Iteration 12F: 3 clusters Score -5258328 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5259527.500000 Penalty: 5099.001465
	Iteration 13Q: 3 clusters Score -5259528 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5260213.500000 Penalty: 5099.001465
	Iteration 14Q: 3 clusters Score -5260214 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5260498.500000 Penalty: 5099.001465
	Iteration 15Q: 3 clusters Score -5260498 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5260641.500000 Penalty: 5099.001465
	Iteration 16Q: 3 clusters Score -5260642 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5260718.000000 Penalty: 5099.001465
	Iteration 17Q: 3 clusters Score -5260718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5260754.500000 Penalty: 5099.001465
	Iteration 18Q: 3 clusters Score -5260754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5260766.000000 Penalty: 5099.001465
	Iteration 19Q: 3 clusters Score -5260766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5260783.000000 Penalty: 5099.001465
	Iteration 20F: 3 clusters Score -5260783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5260799.500000 Penalty: 5099.001465
	Iteration 21Q: 3 clusters Score -5260800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5260808.500000 Penalty: 5099.001465
	Iteration 22Q: 3 clusters Score -5260808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5260803.500000 Penalty: 5099.001465
	Iteration 23Q: 3 clusters Score -5260804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5260805.000000 Penalty: 5099.001465
	Iteration 24Q: 3 clusters Score -5260805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5260810.000000 Penalty: 5099.001465
	Iteration 25Q: 3 clusters Score -5260810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5260808.000000 Penalty: 5099.001465
	Iteration 26Q: 3 clusters Score -5260808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5260808.000000 Penalty: 5099.001465
	Iteration 27Q: 3 clusters Score -5260808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5260809.000000 Penalty: 5099.001465
	Iteration 28Q: 3 clusters Score -5260809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5260806.000000 Penalty: 5099.001465
	Iteration 29Q: 3 clusters Score -5260806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5260809.000000 Penalty: 5099.001465
	Iteration 30Q: 3 clusters Score -5260809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5260812.500000 Penalty: 5099.001465
	Iteration 31Q: 3 clusters Score -5260812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5260812.500000 Penalty: 5099.001465
	Iteration 32F: 3 clusters Score -5260812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -52064.167969 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -52064.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50696.523438 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -50696.52 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51076.406250 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -51076.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51207.285156 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -51207.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51262.000000 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -51262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51292.289062 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -51292.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51300.359375 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -51300.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51302.285156 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -51302.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51302.285156 Penalty: 3064.260254
	Iteration 7F: 3 clusters Score -51302.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Entering Unmasked Estep 
Score: -5768210.500000 Penalty: 2565.031982
	Iteration 0F: 2 clusters Score -5768210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -5746913.500000 Penalty: 5130.063965
	Iteration 0F: 3 clusters Score -5746914 nChanged 13970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -5754517.000000 Penalty: 5130.063965
	Iteration 1F: 3 clusters Score -5754517 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5754933.500000 Penalty: 5130.063965
	Iteration 2Q: 3 clusters Score -5754934 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -5755284.500000 Penalty: 5130.063965
	Iteration 3Q: 3 clusters Score -5755284 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -5755554.000000 Penalty: 5130.063965
	Iteration 4Q: 3 clusters Score -5755554 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -5755942.000000 Penalty: 5130.063965
	Iteration 5Q: 3 clusters Score -5755942 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -5756497.000000 Penalty: 5130.063965
	Iteration 6Q: 3 clusters Score -5756497 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -5757420.000000 Penalty: 5130.063965
	Iteration 7F: 3 clusters Score -5757420 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -5759043.500000 Penalty: 5130.063965
	Iteration 8F: 3 clusters Score -5759044 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -5761281.500000 Penalty: 5130.063965
	Iteration 9F: 3 clusters Score -5761282 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -5763441.500000 Penalty: 5130.063965
	Iteration 10F: 3 clusters Score -5763442 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5764961.500000 Penalty: 5130.063965
	Iteration 11Q: 3 clusters Score -5764962 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5765900.000000 Penalty: 5130.063965
	Iteration 12Q: 3 clusters Score -5765900 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5766375.500000 Penalty: 5130.063965
	Iteration 13Q: 3 clusters Score -5766376 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5766649.500000 Penalty: 5130.063965
	Iteration 14Q: 3 clusters Score -5766650 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5766822.500000 Penalty: 5130.063965
	Iteration 15Q: 3 clusters Score -5766822 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5766903.000000 Penalty: 5130.063965
	Iteration 16Q: 3 clusters Score -5766903 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5766940.500000 Penalty: 5130.063965
	Iteration 17Q: 3 clusters Score -5766940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5766985.000000 Penalty: 5130.063965
	Iteration 18Q: 3 clusters Score -5766985 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5767010.500000 Penalty: 5130.063965
	Iteration 19Q: 3 clusters Score -5767010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5767023.500000 Penalty: 5130.063965
	Iteration 20F: 3 clusters Score -5767024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5767044.500000 Penalty: 5130.063965
	Iteration 21Q: 3 clusters Score -5767044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5767044.500000 Penalty: 5130.063965
	Iteration 22Q: 3 clusters Score -5767044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5767056.000000 Penalty: 5130.063965
	Iteration 23Q: 3 clusters Score -5767056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5767052.500000 Penalty: 5130.063965
	Iteration 24Q: 3 clusters Score -5767052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5767064.000000 Penalty: 5130.063965
	Iteration 25Q: 3 clusters Score -5767064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5767055.500000 Penalty: 5130.063965
	Iteration 26Q: 3 clusters Score -5767056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5767055.500000 Penalty: 5130.063965
	Iteration 27Q: 3 clusters Score -5767056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5767060.500000 Penalty: 5130.063965
	Iteration 28Q: 3 clusters Score -5767060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5767063.000000 Penalty: 5130.063965
	Iteration 29Q: 3 clusters Score -5767063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5767066.500000 Penalty: 5130.063965
	Iteration 30Q: 3 clusters Score -5767066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5767066.500000 Penalty: 5130.063965
	Iteration 31Q: 3 clusters Score -5767066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5767063.000000 Penalty: 5130.063965
	Iteration 32Q: 3 clusters Score -5767063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5767064.000000 Penalty: 5130.063965
	Iteration 33Q: 3 clusters Score -5767064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5767073.500000 Penalty: 5130.063965
	Iteration 34Q: 3 clusters Score -5767074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5767075.500000 Penalty: 5130.063965
	Iteration 35Q: 3 clusters Score -5767076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5767083.000000 Penalty: 5130.063965
	Iteration 36Q: 3 clusters Score -5767083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5767086.000000 Penalty: 5130.063965
	Iteration 37Q: 3 clusters Score -5767086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5767082.500000 Penalty: 5130.063965
	Iteration 38Q: 3 clusters Score -5767082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5767085.500000 Penalty: 5130.063965
	Iteration 39Q: 3 clusters Score -5767086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5767088.500000 Penalty: 5130.063965
	Iteration 40F: 3 clusters Score -5767088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5767090.500000 Penalty: 5130.063965
	Iteration 41Q: 3 clusters Score -5767090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5767091.000000 Penalty: 5130.063965
	Iteration 42Q: 3 clusters Score -5767091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5767093.500000 Penalty: 5130.063965
	Iteration 43Q: 3 clusters Score -5767094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5767093.500000 Penalty: 5130.063965
	Iteration 44F: 3 clusters Score -5767094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Entering Unmasked Estep 
Score: -8523621.000000 Penalty: 2664.201172
	Iteration 0F: 2 clusters Score -8523621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -8492814.000000 Penalty: 5328.402344
	Iteration 0F: 3 clusters Score -8492814 nChanged 21262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -8504207.000000 Penalty: 5328.402344
	Iteration 1F: 3 clusters Score -8504207 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -8504622.000000 Penalty: 5328.402344
	Iteration 2Q: 3 clusters Score -8504622 nChanged 1557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8505283 nChanged 1407
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Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8505638 nChanged 1430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8506014 nChanged 1464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8506575 nChanged 1673
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Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8507217 nChanged 1959
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Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8508340 nChanged 2403
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Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8509952 nChanged 2917
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8512340 nChanged 3272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -8515229.000000 Penalty: 5328.402344
	Iteration 12F: 3 clusters Score -8515229 nChanged 2865
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -8517288 nChanged 1942
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8518400 nChanged 1328
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Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8519198 nChanged 1046
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8519862 nChanged 924
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Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -8520384.000000 Penalty: 5328.402344
	Iteration 17Q: 3 clusters Score -8520384 nChanged 766
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Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8520737 nChanged 655
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Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8520978 nChanged 533
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Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8521129 nChanged 409
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Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8521292 nChanged 361
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Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8521335 nChanged 328
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Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8521383 nChanged 301
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Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -8521423.000000 Penalty: 5328.402344
	Iteration 24Q: 3 clusters Score -8521423 nChanged 257
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Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8521470 nChanged 242
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Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8521498 nChanged 233
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Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8521535 nChanged 214
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Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8521558 nChanged 213
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Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -8521592.000000 Penalty: 5328.402344
	Iteration 29Q: 3 clusters Score -8521592 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -8521601.000000 Penalty: 5328.402344
	Iteration 30Q: 3 clusters Score -8521601 nChanged 242
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Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8521667 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -8521716.000000 Penalty: 5328.402344
	Iteration 32Q: 3 clusters Score -8521716 nChanged 213
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Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8521752 nChanged 182
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Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -8521732.000000 Penalty: 5328.402344
	Iteration 34Q: 3 clusters Score -8521732 nChanged 175
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Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8521748 nChanged 154
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Mstep: Class 1 contains 36350 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8521773 nChanged 157
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Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -8521820.000000 Penalty: 5328.402344
	Iteration 37Q: 3 clusters Score -8521820 nChanged 135
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Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -8521825.000000 Penalty: 5328.402344
	Iteration 38Q: 3 clusters Score -8521825 nChanged 117
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Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -8521814.000000 Penalty: 5328.402344
	Iteration 39Q: 3 clusters Score -8521814 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -8521845.000000 Penalty: 5328.402344
	Iteration 40F: 3 clusters Score -8521845 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -8521857.000000 Penalty: 5328.402344
	Iteration 41Q: 3 clusters Score -8521857 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -8521850.000000 Penalty: 5328.402344
	Iteration 42Q: 3 clusters Score -8521850 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -8521856.000000 Penalty: 5328.402344
	Iteration 43Q: 3 clusters Score -8521856 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -8521855.000000 Penalty: 5328.402344
	Iteration 44Q: 3 clusters Score -8521855 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -8521862.000000 Penalty: 5328.402344
	Iteration 45Q: 3 clusters Score -8521862 nChanged 78
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Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8521855 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8521857 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -8521883.000000 Penalty: 5328.402344
	Iteration 48Q: 3 clusters Score -8521883 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -8521890.000000 Penalty: 5328.402344
	Iteration 49Q: 3 clusters Score -8521890 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -8521894.000000 Penalty: 5328.402344
	Iteration 50Q: 3 clusters Score -8521894 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8521883 nChanged 40
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Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -8521870.000000 Penalty: 5328.402344
	Iteration 52Q: 3 clusters Score -8521870 nChanged 36
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Mstep: Class 1 contains 37728 members 
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Entering Unmasked Estep 
Score: -8521880.000000 Penalty: 5328.402344
	Iteration 53Q: 3 clusters Score -8521880 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -8521881.000000 Penalty: 5328.402344
	Iteration 54Q: 3 clusters Score -8521881 nChanged 30
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Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -8521882.000000 Penalty: 5328.402344
	Iteration 55Q: 3 clusters Score -8521882 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37817 members 
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Entering Unmasked Estep 
Score: -8521859.000000 Penalty: 5328.402344
	Iteration 56Q: 3 clusters Score -8521859 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8521862.000000 Penalty: 5328.402344
	Iteration 57Q: 3 clusters Score -8521862 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -8521860.000000 Penalty: 5328.402344
	Iteration 58Q: 3 clusters Score -8521860 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8521863.000000 Penalty: 5328.402344
	Iteration 59Q: 3 clusters Score -8521863 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -8521865.000000 Penalty: 5328.402344
	Iteration 60F: 3 clusters Score -8521865 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8521883 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37931 members 
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Entering Unmasked Estep 
Score: -8521885.000000 Penalty: 5328.402344
	Iteration 62Q: 3 clusters Score -8521885 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8521889.000000 Penalty: 5328.402344
	Iteration 63Q: 3 clusters Score -8521889 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -8521887.000000 Penalty: 5328.402344
	Iteration 64Q: 3 clusters Score -8521887 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -8521893.000000 Penalty: 5328.402344
	Iteration 65Q: 3 clusters Score -8521893 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8521888 nChanged 40
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Mstep: Class 1 contains 38064 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8521888 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -8521895.000000 Penalty: 5328.402344
	Iteration 68Q: 3 clusters Score -8521895 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -8521900.000000 Penalty: 5328.402344
	Iteration 69Q: 3 clusters Score -8521900 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38130 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8521888 nChanged 22
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8521886 nChanged 25
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8521880 nChanged 29
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Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8521898 nChanged 40
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Entering Unmasked Estep 
Score: -8521902.000000 Penalty: 5328.402344
	Iteration 74Q: 3 clusters Score -8521902 nChanged 37
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Entering Unmasked Estep 
Score: -8521923.000000 Penalty: 5328.402344
	Iteration 75Q: 3 clusters Score -8521923 nChanged 42
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Entering Unmasked Estep 
Score: -8521918.000000 Penalty: 5328.402344
	Iteration 76Q: 3 clusters Score -8521918 nChanged 40
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8521918 nChanged 35
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8521923 nChanged 28
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Entering Unmasked Estep 
Score: -8521921.000000 Penalty: 5328.402344
	Iteration 79Q: 3 clusters Score -8521921 nChanged 30
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8521923 nChanged 26
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Entering Unmasked Estep 
Score: -8521919.000000 Penalty: 5328.402344
	Iteration 81Q: 3 clusters Score -8521919 nChanged 30
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Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -8521917.000000 Penalty: 5328.402344
	Iteration 82Q: 3 clusters Score -8521917 nChanged 25
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Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -8521922.000000 Penalty: 5328.402344
	Iteration 83Q: 3 clusters Score -8521922 nChanged 21
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8521925 nChanged 22
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8521935 nChanged 20
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8521937 nChanged 21
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Entering Unmasked Estep 
Score: -8521920.000000 Penalty: 5328.402344
	Iteration 87Q: 3 clusters Score -8521920 nChanged 17
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Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -8521936.000000 Penalty: 5328.402344
	Iteration 88Q: 3 clusters Score -8521936 nChanged 14
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8521934 nChanged 13
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Entering Unmasked Estep 
Score: -8521932.000000 Penalty: 5328.402344
	Iteration 90Q: 3 clusters Score -8521932 nChanged 10
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Entering Unmasked Estep 
Score: -8521939.000000 Penalty: 5328.402344
	Iteration 91Q: 3 clusters Score -8521939 nChanged 16
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8521929 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8521941.000000 Penalty: 5328.402344
	Iteration 93Q: 3 clusters Score -8521941 nChanged 14
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Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8521951 nChanged 16
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Entering Unmasked Estep 
Score: -8521942.000000 Penalty: 5328.402344
	Iteration 95Q: 3 clusters Score -8521942 nChanged 12
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -8521946.000000 Penalty: 5328.402344
	Iteration 96Q: 3 clusters Score -8521946 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8521953 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -8521963.000000 Penalty: 5328.402344
	Iteration 98Q: 3 clusters Score -8521963 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -8521969.000000 Penalty: 5328.402344
	Iteration 99Q: 3 clusters Score -8521969 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -8521959.000000 Penalty: 5328.402344
	Iteration 100F: 3 clusters Score -8521959 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -8521941.000000 Penalty: 5328.402344
	Iteration 101Q: 3 clusters Score -8521941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -8521944.000000 Penalty: 5328.402344
	Iteration 102Q: 3 clusters Score -8521944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -8521931.000000 Penalty: 5328.402344
	Iteration 103Q: 3 clusters Score -8521931 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -8521938.000000 Penalty: 5328.402344
	Iteration 104Q: 3 clusters Score -8521938 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -8521928.000000 Penalty: 5328.402344
	Iteration 105Q: 3 clusters Score -8521928 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -8521916.000000 Penalty: 5328.402344
	Iteration 106Q: 3 clusters Score -8521916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -8521933.000000 Penalty: 5328.402344
	Iteration 107Q: 3 clusters Score -8521933 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -8521942.000000 Penalty: 5328.402344
	Iteration 108Q: 3 clusters Score -8521942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -8521957.000000 Penalty: 5328.402344
	Iteration 109Q: 3 clusters Score -8521957 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -8521944.000000 Penalty: 5328.402344
	Iteration 110Q: 3 clusters Score -8521944 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -8521946.000000 Penalty: 5328.402344
	Iteration 111Q: 3 clusters Score -8521946 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -8521945.000000 Penalty: 5328.402344
	Iteration 112Q: 3 clusters Score -8521945 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -8521961.000000 Penalty: 5328.402344
	Iteration 113Q: 3 clusters Score -8521961 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39061 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8521947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -8521935.000000 Penalty: 5328.402344
	Iteration 115Q: 3 clusters Score -8521935 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -8521936.000000 Penalty: 5328.402344
	Iteration 116Q: 3 clusters Score -8521936 nChanged 10
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Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8521935 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -8521943.000000 Penalty: 5328.402344
	Iteration 118Q: 3 clusters Score -8521943 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8521944 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -8521949.000000 Penalty: 5328.402344
	Iteration 120F: 3 clusters Score -8521949 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8521949 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -8521951.000000 Penalty: 5328.402344
	Iteration 122Q: 3 clusters Score -8521951 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39147 members 
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Entering Unmasked Estep 
Score: -8521950.000000 Penalty: 5328.402344
	Iteration 123Q: 3 clusters Score -8521950 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39157 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8521943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -8521940.000000 Penalty: 5328.402344
	Iteration 125Q: 3 clusters Score -8521940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -8521942.000000 Penalty: 5328.402344
	Iteration 126Q: 3 clusters Score -8521942 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -8521933.000000 Penalty: 5328.402344
	Iteration 127Q: 3 clusters Score -8521933 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -8521941.000000 Penalty: 5328.402344
	Iteration 128Q: 3 clusters Score -8521941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -8521939.000000 Penalty: 5328.402344
	Iteration 129Q: 3 clusters Score -8521939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -8521945.000000 Penalty: 5328.402344
	Iteration 130Q: 3 clusters Score -8521945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8521942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8521942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -8521940.000000 Penalty: 5328.402344
	Iteration 133Q: 3 clusters Score -8521940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8521939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -8521939.000000 Penalty: 5328.402344
	Iteration 135Q: 3 clusters Score -8521939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -8521934.000000 Penalty: 5328.402344
	Iteration 136Q: 3 clusters Score -8521934 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -8521937.000000 Penalty: 5328.402344
	Iteration 137Q: 3 clusters Score -8521937 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8521939 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -8521939.000000 Penalty: 5328.402344
	Iteration 139Q: 3 clusters Score -8521939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -8521943.000000 Penalty: 5328.402344
	Iteration 140F: 3 clusters Score -8521943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -8521944.000000 Penalty: 5328.402344
	Iteration 141Q: 3 clusters Score -8521944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -8521945.000000 Penalty: 5328.402344
	Iteration 142Q: 3 clusters Score -8521945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -8521947.000000 Penalty: 5328.402344
	Iteration 143Q: 3 clusters Score -8521947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -8521953.000000 Penalty: 5328.402344
	Iteration 144Q: 3 clusters Score -8521953 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -8521958.000000 Penalty: 5328.402344
	Iteration 145Q: 3 clusters Score -8521958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -8521964.000000 Penalty: 5328.402344
	Iteration 146Q: 3 clusters Score -8521964 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8521964 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -8521963.000000 Penalty: 5328.402344
	Iteration 148Q: 3 clusters Score -8521963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -8521962.000000 Penalty: 5328.402344
	Iteration 149Q: 3 clusters Score -8521962 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -8521972.000000 Penalty: 5328.402344
	Iteration 150Q: 3 clusters Score -8521972 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -8521966.000000 Penalty: 5328.402344
	Iteration 151Q: 3 clusters Score -8521966 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -8521965.000000 Penalty: 5328.402344
	Iteration 152Q: 3 clusters Score -8521965 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -8521959.000000 Penalty: 5328.402344
	Iteration 153Q: 3 clusters Score -8521959 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -8521960.000000 Penalty: 5328.402344
	Iteration 154Q: 3 clusters Score -8521960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -8521965.000000 Penalty: 5328.402344
	Iteration 155Q: 3 clusters Score -8521965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -8521962.000000 Penalty: 5328.402344
	Iteration 156Q: 3 clusters Score -8521962 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -8521970.000000 Penalty: 5328.402344
	Iteration 157Q: 3 clusters Score -8521970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -8521971.000000 Penalty: 5328.402344
	Iteration 158Q: 3 clusters Score -8521971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -8521968.000000 Penalty: 5328.402344
	Iteration 159Q: 3 clusters Score -8521968 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -8521981.000000 Penalty: 5328.402344
	Iteration 160F: 3 clusters Score -8521981 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8521981 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -8521980.000000 Penalty: 5328.402344
	Iteration 162Q: 3 clusters Score -8521980 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -8521984.000000 Penalty: 5328.402344
	Iteration 163Q: 3 clusters Score -8521984 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -8521993.000000 Penalty: 5328.402344
	Iteration 164Q: 3 clusters Score -8521993 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -8521979.000000 Penalty: 5328.402344
	Iteration 165Q: 3 clusters Score -8521979 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -8521992.000000 Penalty: 5328.402344
	Iteration 166Q: 3 clusters Score -8521992 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8521997 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -8521983.000000 Penalty: 5328.402344
	Iteration 168Q: 3 clusters Score -8521983 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8521991 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -8521998.000000 Penalty: 5328.402344
	Iteration 170Q: 3 clusters Score -8521998 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8521985 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8521992 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8521994 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8521993 nChanged 21
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8521998 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8521994 nChanged 25
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Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8521981 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8522000 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39889 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8521983 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8521981 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8521982 nChanged 13
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Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8521997 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8521985 nChanged 15
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8521999 nChanged 15
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Entering Unmasked Estep 
Score: -8522001.000000 Penalty: 5328.402344
	Iteration 185Q: 3 clusters Score -8522001 nChanged 18
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8522000 nChanged 13
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8521988 nChanged 17
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8521993 nChanged 11
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Entering Unmasked Estep 
Score: -8522005.000000 Penalty: 5328.402344
	Iteration 189Q: 3 clusters Score -8522005 nChanged 6
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Entering Unmasked Estep 
Score: -8521999.000000 Penalty: 5328.402344
	Iteration 190Q: 3 clusters Score -8521999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -8522005.000000 Penalty: 5328.402344
	Iteration 191Q: 3 clusters Score -8522005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -8521993.000000 Penalty: 5328.402344
	Iteration 192Q: 3 clusters Score -8521993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -8522001.000000 Penalty: 5328.402344
	Iteration 193Q: 3 clusters Score -8522001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -8522007.000000 Penalty: 5328.402344
	Iteration 194Q: 3 clusters Score -8522007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -8522009.000000 Penalty: 5328.402344
	Iteration 195Q: 3 clusters Score -8522009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -8522015.000000 Penalty: 5328.402344
	Iteration 196Q: 3 clusters Score -8522015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -8522016.000000 Penalty: 5328.402344
	Iteration 197Q: 3 clusters Score -8522016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -8522009.000000 Penalty: 5328.402344
	Iteration 198Q: 3 clusters Score -8522009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -8522011.000000 Penalty: 5328.402344
	Iteration 199Q: 3 clusters Score -8522011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -8522007.000000 Penalty: 5328.402344
	Iteration 200F: 3 clusters Score -8522007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -8522004.000000 Penalty: 5328.402344
	Iteration 201Q: 3 clusters Score -8522004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -8522005.000000 Penalty: 5328.402344
	Iteration 202Q: 3 clusters Score -8522005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -8522003.000000 Penalty: 5328.402344
	Iteration 203Q: 3 clusters Score -8522003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -8521999.000000 Penalty: 5328.402344
	Iteration 204Q: 3 clusters Score -8521999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -8521999.000000 Penalty: 5328.402344
	Iteration 205F: 3 clusters Score -8521999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Entering Unmasked Estep 
Score: -7995223.000000 Penalty: 2645.329346
	Iteration 0F: 2 clusters Score -7995223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -7966764.000000 Penalty: 5290.658691
	Iteration 0F: 3 clusters Score -7966764 nChanged 19826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -7977561.500000 Penalty: 5290.658691
	Iteration 1F: 3 clusters Score -7977562 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -7978072.500000 Penalty: 5290.658691
	Iteration 2Q: 3 clusters Score -7978072 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -7978593.000000 Penalty: 5290.658691
	Iteration 3Q: 3 clusters Score -7978593 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -7979239.500000 Penalty: 5290.658691
	Iteration 4Q: 3 clusters Score -7979240 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -7980208.500000 Penalty: 5290.658691
	Iteration 5Q: 3 clusters Score -7980208 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -7981979.500000 Penalty: 5290.658691
	Iteration 6F: 3 clusters Score -7981980 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -7984604.000000 Penalty: 5290.658691
	Iteration 7F: 3 clusters Score -7984604 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -7987953.000000 Penalty: 5290.658691
	Iteration 8F: 3 clusters Score -7987953 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -7990594.000000 Penalty: 5290.658691
	Iteration 9F: 3 clusters Score -7990594 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -7992139.000000 Penalty: 5290.658691
	Iteration 10Q: 3 clusters Score -7992139 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -7992783.500000 Penalty: 5290.658691
	Iteration 11Q: 3 clusters Score -7992784 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -7993039.500000 Penalty: 5290.658691
	Iteration 12Q: 3 clusters Score -7993040 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -7993173.500000 Penalty: 5290.658691
	Iteration 13Q: 3 clusters Score -7993174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -7993227.000000 Penalty: 5290.658691
	Iteration 14Q: 3 clusters Score -7993227 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -7993292.000000 Penalty: 5290.658691
	Iteration 15Q: 3 clusters Score -7993292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -7993340.500000 Penalty: 5290.658691
	Iteration 16Q: 3 clusters Score -7993340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -7993366.000000 Penalty: 5290.658691
	Iteration 17Q: 3 clusters Score -7993366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -7993378.000000 Penalty: 5290.658691
	Iteration 18Q: 3 clusters Score -7993378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -7993387.500000 Penalty: 5290.658691
	Iteration 19Q: 3 clusters Score -7993388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -7993390.000000 Penalty: 5290.658691
	Iteration 20F: 3 clusters Score -7993390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -7993404.000000 Penalty: 5290.658691
	Iteration 21Q: 3 clusters Score -7993404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -7993402.500000 Penalty: 5290.658691
	Iteration 22Q: 3 clusters Score -7993402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -7993412.000000 Penalty: 5290.658691
	Iteration 23Q: 3 clusters Score -7993412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -7993407.500000 Penalty: 5290.658691
	Iteration 24Q: 3 clusters Score -7993408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -7993415.500000 Penalty: 5290.658691
	Iteration 25Q: 3 clusters Score -7993416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -7993414.000000 Penalty: 5290.658691
	Iteration 26Q: 3 clusters Score -7993414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -7993414.000000 Penalty: 5290.658691
	Iteration 27Q: 3 clusters Score -7993414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -7993414.000000 Penalty: 5290.658691
	Iteration 28F: 3 clusters Score -7993414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Entering Unmasked Estep 
Score: -1901654.250000 Penalty: 2291.374512
	Iteration 0F: 2 clusters Score -1901654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1893786.500000 Penalty: 4582.749023
	Iteration 0F: 3 clusters Score -1893786 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1896091.500000 Penalty: 4582.749023
	Iteration 1F: 3 clusters Score -1896092 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1896401.750000 Penalty: 4582.749023
	Iteration 2F: 3 clusters Score -1896402 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1896641.375000 Penalty: 4582.749023
	Iteration 3F: 3 clusters Score -1896641 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1896850.125000 Penalty: 4582.749023
	Iteration 4Q: 3 clusters Score -1896850 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1897050.125000 Penalty: 4582.749023
	Iteration 5Q: 3 clusters Score -1897050 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1897253.625000 Penalty: 4582.749023
	Iteration 6Q: 3 clusters Score -1897254 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1897503.875000 Penalty: 4582.749023
	Iteration 7Q: 3 clusters Score -1897504 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1897791.625000 Penalty: 4582.749023
	Iteration 8Q: 3 clusters Score -1897792 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1898120.875000 Penalty: 4582.749023
	Iteration 9Q: 3 clusters Score -1898121 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1898508.625000 Penalty: 4582.749023
	Iteration 10Q: 3 clusters Score -1898509 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1898834.750000 Penalty: 4582.749023
	Iteration 11Q: 3 clusters Score -1898835 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1899072.750000 Penalty: 4582.749023
	Iteration 12Q: 3 clusters Score -1899073 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1899229.375000 Penalty: 4582.749023
	Iteration 13Q: 3 clusters Score -1899229 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1899340.000000 Penalty: 4582.749023
	Iteration 14Q: 3 clusters Score -1899340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1899426.375000 Penalty: 4582.749023
	Iteration 15Q: 3 clusters Score -1899426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1899483.500000 Penalty: 4582.749023
	Iteration 16Q: 3 clusters Score -1899484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1899526.125000 Penalty: 4582.749023
	Iteration 17Q: 3 clusters Score -1899526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1899559.625000 Penalty: 4582.749023
	Iteration 18Q: 3 clusters Score -1899560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1899583.375000 Penalty: 4582.749023
	Iteration 19Q: 3 clusters Score -1899583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1899595.250000 Penalty: 4582.749023
	Iteration 20F: 3 clusters Score -1899595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1899606.125000 Penalty: 4582.749023
	Iteration 21Q: 3 clusters Score -1899606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1899613.000000 Penalty: 4582.749023
	Iteration 22Q: 3 clusters Score -1899613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1899621.250000 Penalty: 4582.749023
	Iteration 23Q: 3 clusters Score -1899621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1899622.625000 Penalty: 4582.749023
	Iteration 24Q: 3 clusters Score -1899623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1899633.125000 Penalty: 4582.749023
	Iteration 25Q: 3 clusters Score -1899633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1899636.125000 Penalty: 4582.749023
	Iteration 26Q: 3 clusters Score -1899636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1899643.125000 Penalty: 4582.749023
	Iteration 27Q: 3 clusters Score -1899643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1899649.000000 Penalty: 4582.749023
	Iteration 28Q: 3 clusters Score -1899649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1899655.375000 Penalty: 4582.749023
	Iteration 29Q: 3 clusters Score -1899655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1899666.000000 Penalty: 4582.749023
	Iteration 30Q: 3 clusters Score -1899666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1899665.875000 Penalty: 4582.749023
	Iteration 31Q: 3 clusters Score -1899666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1899665.875000 Penalty: 4582.749023
	Iteration 32F: 3 clusters Score -1899666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Entering Unmasked Estep 
Score: -8516862.000000 Penalty: 2661.209717
	Iteration 0F: 2 clusters Score -8516862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -8486508.000000 Penalty: 5322.419434
	Iteration 0F: 3 clusters Score -8486508 nChanged 21155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -8498548.000000 Penalty: 5322.419434
	Iteration 1F: 3 clusters Score -8498548 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -8499875.000000 Penalty: 5322.419434
	Iteration 2F: 3 clusters Score -8499875 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -8501649.000000 Penalty: 5322.419434
	Iteration 3F: 3 clusters Score -8501649 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -8504183.000000 Penalty: 5322.419434
	Iteration 4F: 3 clusters Score -8504183 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -8507682.000000 Penalty: 5322.419434
	Iteration 5F: 3 clusters Score -8507682 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -8511301.000000 Penalty: 5322.419434
	Iteration 6F: 3 clusters Score -8511301 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -8513605.000000 Penalty: 5322.419434
	Iteration 7F: 3 clusters Score -8513605 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -8514303.000000 Penalty: 5322.419434
	Iteration 8Q: 3 clusters Score -8514303 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -8514586.000000 Penalty: 5322.419434
	Iteration 9Q: 3 clusters Score -8514586 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -8514726.000000 Penalty: 5322.419434
	Iteration 10Q: 3 clusters Score -8514726 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -8514839.000000 Penalty: 5322.419434
	Iteration 11Q: 3 clusters Score -8514839 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -8514876.000000 Penalty: 5322.419434
	Iteration 12Q: 3 clusters Score -8514876 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -8514923.000000 Penalty: 5322.419434
	Iteration 13Q: 3 clusters Score -8514923 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -8514951.000000 Penalty: 5322.419434
	Iteration 14Q: 3 clusters Score -8514951 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -8514954.000000 Penalty: 5322.419434
	Iteration 15Q: 3 clusters Score -8514954 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -8514952.000000 Penalty: 5322.419434
	Iteration 16Q: 3 clusters Score -8514952 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -8514961.000000 Penalty: 5322.419434
	Iteration 17Q: 3 clusters Score -8514961 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -8514993.000000 Penalty: 5322.419434
	Iteration 18Q: 3 clusters Score -8514993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -8514991.000000 Penalty: 5322.419434
	Iteration 19Q: 3 clusters Score -8514991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -8514973.000000 Penalty: 5322.419434
	Iteration 20F: 3 clusters Score -8514973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -8514978.000000 Penalty: 5322.419434
	Iteration 21Q: 3 clusters Score -8514978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -8514993.000000 Penalty: 5322.419434
	Iteration 22Q: 3 clusters Score -8514993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -8514976.000000 Penalty: 5322.419434
	Iteration 23Q: 3 clusters Score -8514976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -8514981.000000 Penalty: 5322.419434
	Iteration 24Q: 3 clusters Score -8514981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -8514973.000000 Penalty: 5322.419434
	Iteration 25Q: 3 clusters Score -8514973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -8514985.000000 Penalty: 5322.419434
	Iteration 26Q: 3 clusters Score -8514985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -8514989.000000 Penalty: 5322.419434
	Iteration 27Q: 3 clusters Score -8514989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -8514979.000000 Penalty: 5322.419434
	Iteration 28Q: 3 clusters Score -8514979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -8514979.000000 Penalty: 5322.419434
	Iteration 29Q: 3 clusters Score -8514979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -8514969.000000 Penalty: 5322.419434
	Iteration 30Q: 3 clusters Score -8514969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -8514965.000000 Penalty: 5322.419434
	Iteration 31Q: 3 clusters Score -8514965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -8514978.000000 Penalty: 5322.419434
	Iteration 32Q: 3 clusters Score -8514978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -8514969.000000 Penalty: 5322.419434
	Iteration 33Q: 3 clusters Score -8514969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -8514975.000000 Penalty: 5322.419434
	Iteration 34Q: 3 clusters Score -8514975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -8514972.000000 Penalty: 5322.419434
	Iteration 35Q: 3 clusters Score -8514972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -8514974.000000 Penalty: 5322.419434
	Iteration 36Q: 3 clusters Score -8514974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -8514974.000000 Penalty: 5322.419434
	Iteration 37Q: 3 clusters Score -8514974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -8514973.000000 Penalty: 5322.419434
	Iteration 38Q: 3 clusters Score -8514973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -8514976.000000 Penalty: 5322.419434
	Iteration 39Q: 3 clusters Score -8514976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -8514971.000000 Penalty: 5322.419434
	Iteration 40F: 3 clusters Score -8514971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -8514964.000000 Penalty: 5322.419434
	Iteration 41Q: 3 clusters Score -8514964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -8514956.000000 Penalty: 5322.419434
	Iteration 42Q: 3 clusters Score -8514956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -8514967.000000 Penalty: 5322.419434
	Iteration 43Q: 3 clusters Score -8514967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -8514970.000000 Penalty: 5322.419434
	Iteration 44Q: 3 clusters Score -8514970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -8514961.000000 Penalty: 5322.419434
	Iteration 45Q: 3 clusters Score -8514961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -8514961.000000 Penalty: 5322.419434
	Iteration 46F: 3 clusters Score -8514961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -808332.250000 Penalty: 2078.467041
	Iteration 0F: 2 clusters Score -808332.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -804229.500000 Penalty: 4156.934082
	Iteration 0F: 3 clusters Score -804229.5 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -805127.750000 Penalty: 4156.934082
	Iteration 1F: 3 clusters Score -805127.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -805301.500000 Penalty: 4156.934082
	Iteration 2F: 3 clusters Score -805301.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -805423.875000 Penalty: 4156.934082
	Iteration 3Q: 3 clusters Score -805423.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -805486.062500 Penalty: 4156.934082
	Iteration 4Q: 3 clusters Score -805486.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -805533.187500 Penalty: 4156.934082
	Iteration 5Q: 3 clusters Score -805533.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -805579.687500 Penalty: 4156.934082
	Iteration 6Q: 3 clusters Score -805579.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -805631.125000 Penalty: 4156.934082
	Iteration 7Q: 3 clusters Score -805631.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -805673.812500 Penalty: 4156.934082
	Iteration 8Q: 3 clusters Score -805673.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -805733.625000 Penalty: 4156.934082
	Iteration 9Q: 3 clusters Score -805733.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -805798.750000 Penalty: 4156.934082
	Iteration 10Q: 3 clusters Score -805798.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -805872.562500 Penalty: 4156.934082
	Iteration 11Q: 3 clusters Score -805872.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -805952.562500 Penalty: 4156.934082
	Iteration 12Q: 3 clusters Score -805952.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -806023.000000 Penalty: 4156.934082
	Iteration 13Q: 3 clusters Score -806023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -806073.750000 Penalty: 4156.934082
	Iteration 14Q: 3 clusters Score -806073.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -806132.812500 Penalty: 4156.934082
	Iteration 15Q: 3 clusters Score -806132.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -806195.312500 Penalty: 4156.934082
	Iteration 16Q: 3 clusters Score -806195.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -806258.375000 Penalty: 4156.934082
	Iteration 17Q: 3 clusters Score -806258.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -806313.500000 Penalty: 4156.934082
	Iteration 18Q: 3 clusters Score -806313.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -806364.375000 Penalty: 4156.934082
	Iteration 19Q: 3 clusters Score -806364.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -806407.625000 Penalty: 4156.934082
	Iteration 20F: 3 clusters Score -806407.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -806457.875000 Penalty: 4156.934082
	Iteration 21Q: 3 clusters Score -806457.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -806509.312500 Penalty: 4156.934082
	Iteration 22Q: 3 clusters Score -806509.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -806549.812500 Penalty: 4156.934082
	Iteration 23Q: 3 clusters Score -806549.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -806583.687500 Penalty: 4156.934082
	Iteration 24Q: 3 clusters Score -806583.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -806617.500000 Penalty: 4156.934082
	Iteration 25Q: 3 clusters Score -806617.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -806644.000000 Penalty: 4156.934082
	Iteration 26Q: 3 clusters Score -806644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -806665.687500 Penalty: 4156.934082
	Iteration 27Q: 3 clusters Score -806665.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -806681.562500 Penalty: 4156.934082
	Iteration 28Q: 3 clusters Score -806681.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -806694.375000 Penalty: 4156.934082
	Iteration 29Q: 3 clusters Score -806694.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -806710.125000 Penalty: 4156.934082
	Iteration 30Q: 3 clusters Score -806710.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -806725.312500 Penalty: 4156.934082
	Iteration 31Q: 3 clusters Score -806725.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -806737.687500 Penalty: 4156.934082
	Iteration 32Q: 3 clusters Score -806737.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -806746.875000 Penalty: 4156.934082
	Iteration 33Q: 3 clusters Score -806746.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -806757.062500 Penalty: 4156.934082
	Iteration 34Q: 3 clusters Score -806757.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -806767.187500 Penalty: 4156.934082
	Iteration 35Q: 3 clusters Score -806767.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -806773.187500 Penalty: 4156.934082
	Iteration 36Q: 3 clusters Score -806773.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -806777.375000 Penalty: 4156.934082
	Iteration 37Q: 3 clusters Score -806777.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -806781.750000 Penalty: 4156.934082
	Iteration 38Q: 3 clusters Score -806781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -806784.625000 Penalty: 4156.934082
	Iteration 39Q: 3 clusters Score -806784.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -806787.312500 Penalty: 4156.934082
	Iteration 40F: 3 clusters Score -806787.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -806787.562500 Penalty: 4156.934082
	Iteration 41Q: 3 clusters Score -806787.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -806792.125000 Penalty: 4156.934082
	Iteration 42Q: 3 clusters Score -806792.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -806796.125000 Penalty: 4156.934082
	Iteration 43Q: 3 clusters Score -806796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -806799.500000 Penalty: 4156.934082
	Iteration 44Q: 3 clusters Score -806799.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -806804.562500 Penalty: 4156.934082
	Iteration 45Q: 3 clusters Score -806804.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -806805.437500 Penalty: 4156.934082
	Iteration 46Q: 3 clusters Score -806805.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -806812.375000 Penalty: 4156.934082
	Iteration 47Q: 3 clusters Score -806812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -806812.375000 Penalty: 4156.934082
	Iteration 48Q: 3 clusters Score -806812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -806812.875000 Penalty: 4156.934082
	Iteration 49Q: 3 clusters Score -806812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -806815.375000 Penalty: 4156.934082
	Iteration 50Q: 3 clusters Score -806815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -806814.687500 Penalty: 4156.934082
	Iteration 51Q: 3 clusters Score -806814.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -806817.125000 Penalty: 4156.934082
	Iteration 52Q: 3 clusters Score -806817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -806818.687500 Penalty: 4156.934082
	Iteration 53Q: 3 clusters Score -806818.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -806817.125000 Penalty: 4156.934082
	Iteration 54Q: 3 clusters Score -806817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -806821.500000 Penalty: 4156.934082
	Iteration 55Q: 3 clusters Score -806821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -806821.500000 Penalty: 4156.934082
	Iteration 56F: 3 clusters Score -806821.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Entering Unmasked Estep 
Score: -9073150.000000 Penalty: 2675.797363
	Iteration 0F: 2 clusters Score -9073150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -9041915.000000 Penalty: 5351.594727
	Iteration 0F: 3 clusters Score -9041915 nChanged 22377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -9054486.000000 Penalty: 5351.594727
	Iteration 1F: 3 clusters Score -9054486 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -9054924.000000 Penalty: 5351.594727
	Iteration 2Q: 3 clusters Score -9054924 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -9055241.000000 Penalty: 5351.594727
	Iteration 3Q: 3 clusters Score -9055241 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -9055602.000000 Penalty: 5351.594727
	Iteration 4Q: 3 clusters Score -9055602 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -9056019.000000 Penalty: 5351.594727
	Iteration 5Q: 3 clusters Score -9056019 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -9056530.000000 Penalty: 5351.594727
	Iteration 6Q: 3 clusters Score -9056530 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -9057022.000000 Penalty: 5351.594727
	Iteration 7Q: 3 clusters Score -9057022 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -9057589.000000 Penalty: 5351.594727
	Iteration 8Q: 3 clusters Score -9057589 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -9058351.000000 Penalty: 5351.594727
	Iteration 9Q: 3 clusters Score -9058351 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -9059340.000000 Penalty: 5351.594727
	Iteration 10Q: 3 clusters Score -9059340 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -9060846.000000 Penalty: 5351.594727
	Iteration 11F: 3 clusters Score -9060846 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -9062707.000000 Penalty: 5351.594727
	Iteration 12F: 3 clusters Score -9062707 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -9064454.000000 Penalty: 5351.594727
	Iteration 13F: 3 clusters Score -9064454 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -9065959.000000 Penalty: 5351.594727
	Iteration 14Q: 3 clusters Score -9065959 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -9067356.000000 Penalty: 5351.594727
	Iteration 15Q: 3 clusters Score -9067356 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -9068261.000000 Penalty: 5351.594727
	Iteration 16Q: 3 clusters Score -9068261 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -9068995.000000 Penalty: 5351.594727
	Iteration 17Q: 3 clusters Score -9068995 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -9069448.000000 Penalty: 5351.594727
	Iteration 18Q: 3 clusters Score -9069448 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -9069840.000000 Penalty: 5351.594727
	Iteration 19Q: 3 clusters Score -9069840 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -9070104.000000 Penalty: 5351.594727
	Iteration 20F: 3 clusters Score -9070104 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -9070321.000000 Penalty: 5351.594727
	Iteration 21Q: 3 clusters Score -9070321 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -9070445.000000 Penalty: 5351.594727
	Iteration 22Q: 3 clusters Score -9070445 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -9070615.000000 Penalty: 5351.594727
	Iteration 23Q: 3 clusters Score -9070615 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -9070692.000000 Penalty: 5351.594727
	Iteration 24Q: 3 clusters Score -9070692 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -9070740.000000 Penalty: 5351.594727
	Iteration 25Q: 3 clusters Score -9070740 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -9070781.000000 Penalty: 5351.594727
	Iteration 26Q: 3 clusters Score -9070781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -9070828.000000 Penalty: 5351.594727
	Iteration 27Q: 3 clusters Score -9070828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -9070845.000000 Penalty: 5351.594727
	Iteration 28Q: 3 clusters Score -9070845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -9070889.000000 Penalty: 5351.594727
	Iteration 29Q: 3 clusters Score -9070889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -9070905.000000 Penalty: 5351.594727
	Iteration 30Q: 3 clusters Score -9070905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -9070925.000000 Penalty: 5351.594727
	Iteration 31Q: 3 clusters Score -9070925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -9070941.000000 Penalty: 5351.594727
	Iteration 32Q: 3 clusters Score -9070941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -9070962.000000 Penalty: 5351.594727
	Iteration 33Q: 3 clusters Score -9070962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -9070966.000000 Penalty: 5351.594727
	Iteration 34Q: 3 clusters Score -9070966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -9070970.000000 Penalty: 5351.594727
	Iteration 35Q: 3 clusters Score -9070970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -9070967.000000 Penalty: 5351.594727
	Iteration 36Q: 3 clusters Score -9070967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -9070967.000000 Penalty: 5351.594727
	Iteration 37Q: 3 clusters Score -9070967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -9070967.000000 Penalty: 5351.594727
	Iteration 38F: 3 clusters Score -9070967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Entering Unmasked Estep 
Score: -7897435.000000 Penalty: 2643.000244
	Iteration 0F: 2 clusters Score -7897435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -7869091.500000 Penalty: 5286.000488
	Iteration 0F: 3 clusters Score -7869092 nChanged 19338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -7879658.000000 Penalty: 5286.000488
	Iteration 1F: 3 clusters Score -7879658 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -7880126.500000 Penalty: 5286.000488
	Iteration 2Q: 3 clusters Score -7880126 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -7880510.000000 Penalty: 5286.000488
	Iteration 3Q: 3 clusters Score -7880510 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -7880863.500000 Penalty: 5286.000488
	Iteration 4Q: 3 clusters Score -7880864 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -7881336.000000 Penalty: 5286.000488
	Iteration 5Q: 3 clusters Score -7881336 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -7881960.500000 Penalty: 5286.000488
	Iteration 6Q: 3 clusters Score -7881960 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -7882904.500000 Penalty: 5286.000488
	Iteration 7Q: 3 clusters Score -7882904 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -7884401.000000 Penalty: 5286.000488
	Iteration 8F: 3 clusters Score -7884401 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -7886417.500000 Penalty: 5286.000488
	Iteration 9F: 3 clusters Score -7886418 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -7888920.000000 Penalty: 5286.000488
	Iteration 10F: 3 clusters Score -7888920 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -7891321.500000 Penalty: 5286.000488
	Iteration 11F: 3 clusters Score -7891322 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7893137.500000 Penalty: 5286.000488
	Iteration 12Q: 3 clusters Score -7893138 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7894181.500000 Penalty: 5286.000488
	Iteration 13Q: 3 clusters Score -7894182 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7894662.000000 Penalty: 5286.000488
	Iteration 14Q: 3 clusters Score -7894662 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7894896.500000 Penalty: 5286.000488
	Iteration 15Q: 3 clusters Score -7894896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7894989.500000 Penalty: 5286.000488
	Iteration 16Q: 3 clusters Score -7894990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7895038.000000 Penalty: 5286.000488
	Iteration 17Q: 3 clusters Score -7895038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7895076.000000 Penalty: 5286.000488
	Iteration 18Q: 3 clusters Score -7895076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7895104.500000 Penalty: 5286.000488
	Iteration 19Q: 3 clusters Score -7895104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7895110.500000 Penalty: 5286.000488
	Iteration 20F: 3 clusters Score -7895110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7895110.000000 Penalty: 5286.000488
	Iteration 21Q: 3 clusters Score -7895110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7895111.000000 Penalty: 5286.000488
	Iteration 22Q: 3 clusters Score -7895111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7895113.500000 Penalty: 5286.000488
	Iteration 23Q: 3 clusters Score -7895114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7895113.500000 Penalty: 5286.000488
	Iteration 24F: 3 clusters Score -7895114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -90983.914062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -90983.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89384.109375 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -89384.11 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89970.335938 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -89970.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90345.234375 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -90345.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90602.617188 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -90602.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90808.578125 Penalty: 3250.750977
	Iteration 4F: 3 clusters Score -90808.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90899.742188 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -90899.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90926.460938 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -90926.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90941.671875 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -90941.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90969.546875 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -90969.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90989.750000 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -90989.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90999.312500 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -90999.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -91004.437500 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -91004.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91006.937500 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -91006.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91006.937500 Penalty: 3250.750977
	Iteration 13F: 3 clusters Score -91006.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29151 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31035 members 
Mstep: Class 5 contains 46293 members 
Mstep: Class 6 contains 42901 members 
Mstep: Class 7 contains 10295 members 
Mstep: Class 8 contains 45738 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 48509 members 
Mstep: Class 11 contains 42500 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 31330 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18677 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36873 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 47845 members 
Mstep: Class 23 contains 50771 members 
Mstep: Class 24 contains 51885 members 
Mstep: Class 25 contains 53917 members 
Mstep: Class 26 contains 325 members 
Entering Unmasked Estep 
Score: -110178944.000000 Penalty: 85816.687500
Splitting cluster 12 changes total score from -110180560.000000 to -110178944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (31330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Entering Unmasked Estep 
Score: -5838363.500000 Penalty: 2567.378174
	Iteration 0F: 2 clusters Score -5838364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5816949.500000 Penalty: 5134.756348
	Iteration 0F: 3 clusters Score -5816950 nChanged 14143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -5824671.500000 Penalty: 5134.756348
	Iteration 1F: 3 clusters Score -5824672 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -5825190.500000 Penalty: 5134.756348
	Iteration 2Q: 3 clusters Score -5825190 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -5825705.000000 Penalty: 5134.756348
	Iteration 3Q: 3 clusters Score -5825705 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -5826246.500000 Penalty: 5134.756348
	Iteration 4Q: 3 clusters Score -5826246 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -5827028.500000 Penalty: 5134.756348
	Iteration 5Q: 3 clusters Score -5827028 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -5828071.500000 Penalty: 5134.756348
	Iteration 6F: 3 clusters Score -5828072 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -5829609.000000 Penalty: 5134.756348
	Iteration 7F: 3 clusters Score -5829609 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -5831405.500000 Penalty: 5134.756348
	Iteration 8F: 3 clusters Score -5831406 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5833150.000000 Penalty: 5134.756348
	Iteration 9F: 3 clusters Score -5833150 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5834436.000000 Penalty: 5134.756348
	Iteration 10Q: 3 clusters Score -5834436 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5835224.000000 Penalty: 5134.756348
	Iteration 11Q: 3 clusters Score -5835224 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5835654.000000 Penalty: 5134.756348
	Iteration 12Q: 3 clusters Score -5835654 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5835866.000000 Penalty: 5134.756348
	Iteration 13Q: 3 clusters Score -5835866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5835947.500000 Penalty: 5134.756348
	Iteration 14Q: 3 clusters Score -5835948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5836010.500000 Penalty: 5134.756348
	Iteration 15Q: 3 clusters Score -5836010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5836049.000000 Penalty: 5134.756348
	Iteration 16Q: 3 clusters Score -5836049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5836080.000000 Penalty: 5134.756348
	Iteration 17Q: 3 clusters Score -5836080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5836099.500000 Penalty: 5134.756348
	Iteration 18Q: 3 clusters Score -5836100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5836111.000000 Penalty: 5134.756348
	Iteration 19Q: 3 clusters Score -5836111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5836121.000000 Penalty: 5134.756348
	Iteration 20F: 3 clusters Score -5836121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5836147.000000 Penalty: 5134.756348
	Iteration 21Q: 3 clusters Score -5836147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5836165.000000 Penalty: 5134.756348
	Iteration 22Q: 3 clusters Score -5836165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5836173.500000 Penalty: 5134.756348
	Iteration 23Q: 3 clusters Score -5836174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5836183.000000 Penalty: 5134.756348
	Iteration 24Q: 3 clusters Score -5836183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5836187.500000 Penalty: 5134.756348
	Iteration 25Q: 3 clusters Score -5836188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5836192.000000 Penalty: 5134.756348
	Iteration 26Q: 3 clusters Score -5836192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5836195.000000 Penalty: 5134.756348
	Iteration 27Q: 3 clusters Score -5836195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5836198.000000 Penalty: 5134.756348
	Iteration 28Q: 3 clusters Score -5836198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5836198.000000 Penalty: 5134.756348
	Iteration 29F: 3 clusters Score -5836198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -130498.898438 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -130498.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -128686.093750 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -128686.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -129332.437500 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -129332.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -129872.109375 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -129872.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -130532.406250 Penalty: 3361.147461
	Iteration 3F: 3 clusters Score -130532.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -131085.578125 Penalty: 3361.147461
	Iteration 4F: 3 clusters Score -131085.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131318.609375 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -131318.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131385.203125 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -131385.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131434.140625 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -131434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -131454.875000 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -131454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131465.671875 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -131465.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -131475.125000 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -131475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131485.000000 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -131485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131486.953125 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -131487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131486.953125 Penalty: 3361.147461
	Iteration 13F: 3 clusters Score -131487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29151 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31035 members 
Mstep: Class 5 contains 46293 members 
Mstep: Class 6 contains 42901 members 
Mstep: Class 7 contains 10295 members 
Mstep: Class 8 contains 45738 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 48509 members 
Mstep: Class 11 contains 42500 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 31330 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18677 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36873 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 47845 members 
Mstep: Class 23 contains 50771 members 
Mstep: Class 24 contains 51885 members 
Mstep: Class 25 contains 53917 members 
Mstep: Class 26 contains 468 members 
Entering Unmasked Estep 
Score: -110179960.000000 Penalty: 85816.687500
Splitting cluster 14 changes total score from -110180560.000000 to -110179960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -467824.781250 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -467824.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -464929.093750 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -464929.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -465451.281250 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -465451.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -465573.375000 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -465573.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -465645.906250 Penalty: 3885.465576
	Iteration 3Q: 3 clusters Score -465645.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -465693.093750 Penalty: 3885.465576
	Iteration 4Q: 3 clusters Score -465693.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -465714.625000 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -465714.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -465732.062500 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -465732.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -465748.625000 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -465748.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -465761.062500 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -465761.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -465766.437500 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -465766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -465769.000000 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -465769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -465771.031250 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -465771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -465771.187500 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -465771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -465771.718750 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -465771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -465772.562500 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -465772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -465773.656250 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -465773.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -465774.687500 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -465774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -465775.375000 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -465775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -465775.625000 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -465775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -465775.781250 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -465775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -465777.062500 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -465777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -465777.250000 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -465777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -465777.250000 Penalty: 3885.465576
	Iteration 22F: 3 clusters Score -465777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -206128.000000 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -206128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -204009.312500 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -204009.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -204403.218750 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -204403.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -204557.281250 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -204557.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -204646.015625 Penalty: 3542.450195
	Iteration 3Q: 3 clusters Score -204646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -204680.843750 Penalty: 3542.450195
	Iteration 4Q: 3 clusters Score -204680.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -204699.578125 Penalty: 3542.450195
	Iteration 5Q: 3 clusters Score -204699.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -204724.171875 Penalty: 3542.450195
	Iteration 6Q: 3 clusters Score -204724.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -204779.234375 Penalty: 3542.450195
	Iteration 7Q: 3 clusters Score -204779.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -204813.687500 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -204813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -204833.937500 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -204833.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -204860.984375 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -204861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -204884.093750 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -204884.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -204897.437500 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -204897.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -204907.171875 Penalty: 3542.450195
	Iteration 13Q: 3 clusters Score -204907.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -204914.125000 Penalty: 3542.450195
	Iteration 14Q: 3 clusters Score -204914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -204920.265625 Penalty: 3542.450195
	Iteration 15Q: 3 clusters Score -204920.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -204928.984375 Penalty: 3542.450195
	Iteration 16Q: 3 clusters Score -204929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -204931.531250 Penalty: 3542.450195
	Iteration 17Q: 3 clusters Score -204931.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -204934.828125 Penalty: 3542.450195
	Iteration 18Q: 3 clusters Score -204934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -204938.968750 Penalty: 3542.450195
	Iteration 19Q: 3 clusters Score -204939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -204944.406250 Penalty: 3542.450195
	Iteration 20F: 3 clusters Score -204944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -204951.875000 Penalty: 3542.450195
	Iteration 21Q: 3 clusters Score -204951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -204958.343750 Penalty: 3542.450195
	Iteration 22Q: 3 clusters Score -204958.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -204968.437500 Penalty: 3542.450195
	Iteration 23Q: 3 clusters Score -204968.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -204977.109375 Penalty: 3542.450195
	Iteration 24Q: 3 clusters Score -204977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -204982.500000 Penalty: 3542.450195
	Iteration 25Q: 3 clusters Score -204982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -204987.703125 Penalty: 3542.450195
	Iteration 26Q: 3 clusters Score -204987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -204991.578125 Penalty: 3542.450195
	Iteration 27Q: 3 clusters Score -204991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -204993.812500 Penalty: 3542.450195
	Iteration 28Q: 3 clusters Score -204993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -204999.625000 Penalty: 3542.450195
	Iteration 29Q: 3 clusters Score -204999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -205002.171875 Penalty: 3542.450195
	Iteration 30Q: 3 clusters Score -205002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -205002.890625 Penalty: 3542.450195
	Iteration 31Q: 3 clusters Score -205002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -205002.890625 Penalty: 3542.450195
	Iteration 32F: 3 clusters Score -205002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Entering Unmasked Estep 
Score: -3480427.500000 Penalty: 2439.091797
	Iteration 0F: 2 clusters Score -3480428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3467189.000000 Penalty: 4878.183594
	Iteration 0F: 3 clusters Score -3467189 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3471424.500000 Penalty: 4878.183594
	Iteration 1F: 3 clusters Score -3471424 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3471719.750000 Penalty: 4878.183594
	Iteration 2Q: 3 clusters Score -3471720 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3471943.250000 Penalty: 4878.183594
	Iteration 3Q: 3 clusters Score -3471943 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3472121.750000 Penalty: 4878.183594
	Iteration 4Q: 3 clusters Score -3472122 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3472279.750000 Penalty: 4878.183594
	Iteration 5Q: 3 clusters Score -3472280 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3472428.750000 Penalty: 4878.183594
	Iteration 6Q: 3 clusters Score -3472429 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3472559.750000 Penalty: 4878.183594
	Iteration 7Q: 3 clusters Score -3472560 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3472719.500000 Penalty: 4878.183594
	Iteration 8Q: 3 clusters Score -3472720 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -3472886.500000 Penalty: 4878.183594
	Iteration 9Q: 3 clusters Score -3472886 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3473071.750000 Penalty: 4878.183594
	Iteration 10Q: 3 clusters Score -3473072 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3473302.750000 Penalty: 4878.183594
	Iteration 11Q: 3 clusters Score -3473303 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3473538.000000 Penalty: 4878.183594
	Iteration 12Q: 3 clusters Score -3473538 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3473864.750000 Penalty: 4878.183594
	Iteration 13Q: 3 clusters Score -3473865 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3474261.000000 Penalty: 4878.183594
	Iteration 14Q: 3 clusters Score -3474261 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3474777.750000 Penalty: 4878.183594
	Iteration 15Q: 3 clusters Score -3474778 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3475410.000000 Penalty: 4878.183594
	Iteration 16Q: 3 clusters Score -3475410 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3476069.000000 Penalty: 4878.183594
	Iteration 17Q: 3 clusters Score -3476069 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3476705.250000 Penalty: 4878.183594
	Iteration 18Q: 3 clusters Score -3476705 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3477246.500000 Penalty: 4878.183594
	Iteration 19Q: 3 clusters Score -3477246 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3477621.000000 Penalty: 4878.183594
	Iteration 20F: 3 clusters Score -3477621 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3477896.750000 Penalty: 4878.183594
	Iteration 21Q: 3 clusters Score -3477897 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3478027.500000 Penalty: 4878.183594
	Iteration 22Q: 3 clusters Score -3478028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3478093.250000 Penalty: 4878.183594
	Iteration 23Q: 3 clusters Score -3478093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3478140.000000 Penalty: 4878.183594
	Iteration 24Q: 3 clusters Score -3478140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3478163.750000 Penalty: 4878.183594
	Iteration 25Q: 3 clusters Score -3478164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3478195.250000 Penalty: 4878.183594
	Iteration 26Q: 3 clusters Score -3478195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3478218.500000 Penalty: 4878.183594
	Iteration 27Q: 3 clusters Score -3478218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3478231.500000 Penalty: 4878.183594
	Iteration 28Q: 3 clusters Score -3478232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3478258.250000 Penalty: 4878.183594
	Iteration 29Q: 3 clusters Score -3478258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3478277.750000 Penalty: 4878.183594
	Iteration 30Q: 3 clusters Score -3478278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3478291.750000 Penalty: 4878.183594
	Iteration 31Q: 3 clusters Score -3478292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3478304.500000 Penalty: 4878.183594
	Iteration 32Q: 3 clusters Score -3478304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3478306.250000 Penalty: 4878.183594
	Iteration 33Q: 3 clusters Score -3478306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3478312.500000 Penalty: 4878.183594
	Iteration 34Q: 3 clusters Score -3478312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3478311.000000 Penalty: 4878.183594
	Iteration 35Q: 3 clusters Score -3478311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3478311.000000 Penalty: 4878.183594
	Iteration 36F: 3 clusters Score -3478311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -445296.750000 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -445296.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -442333.843750 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -442333.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -442901.968750 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -442902 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -443036.406250 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -443036.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -443111.906250 Penalty: 3891.714844
	Iteration 3Q: 3 clusters Score -443111.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -443162.125000 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -443162.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -443205.125000 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -443205.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -443244.718750 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -443244.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -443278.843750 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -443278.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -443313.531250 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -443313.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -443354.531250 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -443354.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -443384.281250 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -443384.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -443403.375000 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -443403.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -443418.750000 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -443418.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -443428.906250 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -443428.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -443435.406250 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -443435.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -443441.656250 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -443441.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -443451.500000 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -443451.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -443462.281250 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -443462.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -443467.343750 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -443467.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -443472.750000 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -443472.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -443480.343750 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -443480.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -443489.625000 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -443489.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -443500.156250 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -443500.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -443513.281250 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -443513.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -443529.187500 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -443529.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -443547.500000 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -443547.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -443563.531250 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -443563.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -443583.656250 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -443583.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -443609.843750 Penalty: 3891.714844
	Iteration 28Q: 3 clusters Score -443609.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -443628.843750 Penalty: 3891.714844
	Iteration 29Q: 3 clusters Score -443628.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -443651.625000 Penalty: 3891.714844
	Iteration 30Q: 3 clusters Score -443651.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -443674.593750 Penalty: 3891.714844
	Iteration 31Q: 3 clusters Score -443674.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -443688.093750 Penalty: 3891.714844
	Iteration 32Q: 3 clusters Score -443688.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -443694.968750 Penalty: 3891.714844
	Iteration 33Q: 3 clusters Score -443695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -443701.812500 Penalty: 3891.714844
	Iteration 34Q: 3 clusters Score -443701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -443705.062500 Penalty: 3891.714844
	Iteration 35Q: 3 clusters Score -443705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -443708.812500 Penalty: 3891.714844
	Iteration 36Q: 3 clusters Score -443708.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -443710.406250 Penalty: 3891.714844
	Iteration 37Q: 3 clusters Score -443710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -443711.000000 Penalty: 3891.714844
	Iteration 38Q: 3 clusters Score -443711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -443711.000000 Penalty: 3891.714844
	Iteration 39F: 3 clusters Score -443711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Entering Unmasked Estep 
Score: -6793278.500000 Penalty: 2607.778320
	Iteration 0F: 2 clusters Score -6793278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -6768258.500000 Penalty: 5215.556641
	Iteration 0F: 3 clusters Score -6768258 nChanged 16876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -6777433.500000 Penalty: 5215.556641
	Iteration 1F: 3 clusters Score -6777434 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -6777936.000000 Penalty: 5215.556641
	Iteration 2Q: 3 clusters Score -6777936 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -6778370.500000 Penalty: 5215.556641
	Iteration 3Q: 3 clusters Score -6778370 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -6778893.500000 Penalty: 5215.556641
	Iteration 4Q: 3 clusters Score -6778894 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -6779668.000000 Penalty: 5215.556641
	Iteration 5Q: 3 clusters Score -6779668 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -6780973.500000 Penalty: 5215.556641
	Iteration 6F: 3 clusters Score -6780974 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -6782993.500000 Penalty: 5215.556641
	Iteration 7F: 3 clusters Score -6782994 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -6785470.500000 Penalty: 5215.556641
	Iteration 8F: 3 clusters Score -6785470 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -6788032.000000 Penalty: 5215.556641
	Iteration 9F: 3 clusters Score -6788032 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6789773.500000 Penalty: 5215.556641
	Iteration 10Q: 3 clusters Score -6789774 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6790457.500000 Penalty: 5215.556641
	Iteration 11Q: 3 clusters Score -6790458 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6790717.000000 Penalty: 5215.556641
	Iteration 12Q: 3 clusters Score -6790717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6790808.500000 Penalty: 5215.556641
	Iteration 13Q: 3 clusters Score -6790808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6790874.000000 Penalty: 5215.556641
	Iteration 14Q: 3 clusters Score -6790874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6790914.500000 Penalty: 5215.556641
	Iteration 15Q: 3 clusters Score -6790914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6790948.000000 Penalty: 5215.556641
	Iteration 16Q: 3 clusters Score -6790948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6790966.000000 Penalty: 5215.556641
	Iteration 17Q: 3 clusters Score -6790966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6790969.500000 Penalty: 5215.556641
	Iteration 18Q: 3 clusters Score -6790970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6790986.000000 Penalty: 5215.556641
	Iteration 19Q: 3 clusters Score -6790986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6790984.500000 Penalty: 5215.556641
	Iteration 20F: 3 clusters Score -6790984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6790992.500000 Penalty: 5215.556641
	Iteration 21Q: 3 clusters Score -6790992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6791000.500000 Penalty: 5215.556641
	Iteration 22Q: 3 clusters Score -6791000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6791000.500000 Penalty: 5215.556641
	Iteration 23F: 3 clusters Score -6791000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -78800.875000 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -78800.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -77332.265625 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -77332.27 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -77700.382812 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -77700.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -77905.921875 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -77905.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -77975.335938 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -77975.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -78008.609375 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -78008.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -78065.203125 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -78065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -78146.187500 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -78146.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -78202.375000 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -78202.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -78254.718750 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -78254.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -78287.539062 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -78287.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -78323.296875 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -78323.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78386.492188 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -78386.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -78416.070312 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -78416.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -78446.507812 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -78446.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -78463.429688 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -78463.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -78470.210938 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -78470.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -78502.195312 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -78502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -78529.726562 Penalty: 3060.126709
	Iteration 17Q: 3 clusters Score -78529.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -78543.351562 Penalty: 3060.126709
	Iteration 18Q: 3 clusters Score -78543.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -78548.625000 Penalty: 3060.126709
	Iteration 19Q: 3 clusters Score -78548.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -78563.492188 Penalty: 3060.126709
	Iteration 20F: 3 clusters Score -78563.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -78681.703125 Penalty: 3060.126709
	Iteration 21Q: 3 clusters Score -78681.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -78799.578125 Penalty: 3060.126709
	Iteration 22Q: 3 clusters Score -78799.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -78901.609375 Penalty: 3060.126709
	Iteration 23Q: 3 clusters Score -78901.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -78948.265625 Penalty: 3060.126709
	Iteration 24Q: 3 clusters Score -78948.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -78966.429688 Penalty: 3060.126709
	Iteration 25Q: 3 clusters Score -78966.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -78971.242188 Penalty: 3060.126709
	Iteration 26Q: 3 clusters Score -78971.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -78971.242188 Penalty: 3060.126709
	Iteration 27F: 3 clusters Score -78971.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29151 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31035 members 
Mstep: Class 5 contains 46293 members 
Mstep: Class 6 contains 42901 members 
Mstep: Class 7 contains 10295 members 
Mstep: Class 8 contains 45738 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 48509 members 
Mstep: Class 11 contains 42500 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 31330 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18677 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36873 members 
Mstep: Class 20 contains 300 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 47845 members 
Mstep: Class 23 contains 50771 members 
Mstep: Class 24 contains 51885 members 
Mstep: Class 25 contains 53917 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
Score: -110178952.000000 Penalty: 85816.687500
Splitting cluster 20 changes total score from -110180560.000000 to -110178952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -232416.312500 Penalty: 1784.963989
	Iteration 0F: 2 clusters Score -232416.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -230289.093750 Penalty: 3569.927979
	Iteration 0F: 3 clusters Score -230289.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -230835.187500 Penalty: 3569.927979
	Iteration 1F: 3 clusters Score -230835.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -231081.562500 Penalty: 3569.927979
	Iteration 2F: 3 clusters Score -231081.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -231276.625000 Penalty: 3569.927979
	Iteration 3F: 3 clusters Score -231276.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -231379.968750 Penalty: 3569.927979
	Iteration 4F: 3 clusters Score -231380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -231465.796875 Penalty: 3569.927979
	Iteration 5Q: 3 clusters Score -231465.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -231543.406250 Penalty: 3569.927979
	Iteration 6Q: 3 clusters Score -231543.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -231634.250000 Penalty: 3569.927979
	Iteration 7Q: 3 clusters Score -231634.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -231741.734375 Penalty: 3569.927979
	Iteration 8Q: 3 clusters Score -231741.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -231846.562500 Penalty: 3569.927979
	Iteration 9Q: 3 clusters Score -231846.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -231917.781250 Penalty: 3569.927979
	Iteration 10Q: 3 clusters Score -231917.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -231976.593750 Penalty: 3569.927979
	Iteration 11Q: 3 clusters Score -231976.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -232023.187500 Penalty: 3569.927979
	Iteration 12Q: 3 clusters Score -232023.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -232060.828125 Penalty: 3569.927979
	Iteration 13Q: 3 clusters Score -232060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -232075.828125 Penalty: 3569.927979
	Iteration 14Q: 3 clusters Score -232075.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -232084.750000 Penalty: 3569.927979
	Iteration 15Q: 3 clusters Score -232084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -232091.718750 Penalty: 3569.927979
	Iteration 16Q: 3 clusters Score -232091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -232097.359375 Penalty: 3569.927979
	Iteration 17Q: 3 clusters Score -232097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -232098.265625 Penalty: 3569.927979
	Iteration 18Q: 3 clusters Score -232098.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -232098.265625 Penalty: 3569.927979
	Iteration 19F: 3 clusters Score -232098.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Entering Unmasked Estep 
Score: -8958258.000000 Penalty: 2672.378906
	Iteration 0F: 2 clusters Score -8958258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -8927005.000000 Penalty: 5344.757812
	Iteration 0F: 3 clusters Score -8927005 nChanged 22140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -8939546.000000 Penalty: 5344.757812
	Iteration 1F: 3 clusters Score -8939546 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -8940081.000000 Penalty: 5344.757812
	Iteration 2Q: 3 clusters Score -8940081 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -8940662.000000 Penalty: 5344.757812
	Iteration 3Q: 3 clusters Score -8940662 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -8941245.000000 Penalty: 5344.757812
	Iteration 4Q: 3 clusters Score -8941245 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -8941918.000000 Penalty: 5344.757812
	Iteration 5Q: 3 clusters Score -8941918 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -8942803.000000 Penalty: 5344.757812
	Iteration 6Q: 3 clusters Score -8942803 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -8944064.000000 Penalty: 5344.757812
	Iteration 7Q: 3 clusters Score -8944064 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -8945593.000000 Penalty: 5344.757812
	Iteration 8F: 3 clusters Score -8945593 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -8947188.000000 Penalty: 5344.757812
	Iteration 9F: 3 clusters Score -8947188 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -8948468.000000 Penalty: 5344.757812
	Iteration 10Q: 3 clusters Score -8948468 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -8949044.000000 Penalty: 5344.757812
	Iteration 11Q: 3 clusters Score -8949044 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 30644 members 
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	Iteration 15Q: 3 clusters Score -8949641 nChanged 461
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Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 31055 members 
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Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8950052 nChanged 574
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Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8950436 nChanged 611
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Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8950702 nChanged 587
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Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8950964 nChanged 631
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Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8951229 nChanged 657
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Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8951854 nChanged 686
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Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8952635 nChanged 673
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Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 37737 members 
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Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 38428 members 
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Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 38628 members 
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Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 38822 members 
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Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 39253 members 
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Mstep: Class 2 contains 39295 members 
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Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8400 members 
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Mstep: Class 2 contains 39471 members 
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	Iteration 61Q: 3 clusters Score -8956045 nChanged 18
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	Iteration 62Q: 3 clusters Score -8956046 nChanged 20
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	Iteration 67Q: 3 clusters Score -8956081 nChanged 9
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	Iteration 69Q: 3 clusters Score -8956084 nChanged 7
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	Iteration 70Q: 3 clusters Score -8956094 nChanged 8
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	Iteration 71Q: 3 clusters Score -8956093 nChanged 7
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	Iteration 72Q: 3 clusters Score -8956095 nChanged 6
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	Iteration 73Q: 3 clusters Score -8956095 nChanged 8
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	Iteration 74Q: 3 clusters Score -8956098 nChanged 8
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	Iteration 75Q: 3 clusters Score -8956100 nChanged 10
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	Iteration 78Q: 3 clusters Score -8956114 nChanged 10
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	Iteration 79Q: 3 clusters Score -8956101 nChanged 8
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	Iteration 80F: 3 clusters Score -8956108 nChanged 7
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	Iteration 82Q: 3 clusters Score -8956102 nChanged 12
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	Iteration 83Q: 3 clusters Score -8956100 nChanged 11
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	Iteration 84Q: 3 clusters Score -8956095 nChanged 11
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	Iteration 86Q: 3 clusters Score -8956104 nChanged 8
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	Iteration 87Q: 3 clusters Score -8956110 nChanged 8
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	Iteration 90Q: 3 clusters Score -8956101 nChanged 4
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	Iteration 91Q: 3 clusters Score -8956111 nChanged 2
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	Iteration 93Q: 3 clusters Score -8956112 nChanged 3
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	Iteration 94Q: 3 clusters Score -8956111 nChanged 3
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	Iteration 95Q: 3 clusters Score -8956115 nChanged 4
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	Iteration 99Q: 3 clusters Score -8956102 nChanged 3
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	Iteration 100F: 3 clusters Score -8956098 nChanged 2
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	Iteration 101Q: 3 clusters Score -8956106 nChanged 1
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	Iteration 102Q: 3 clusters Score -8956099 nChanged 3
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	Iteration 103Q: 3 clusters Score -8956095 nChanged 6
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Score: -8956100.000000 Penalty: 5344.757812
	Iteration 104Q: 3 clusters Score -8956100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -8956105.000000 Penalty: 5344.757812
	Iteration 105Q: 3 clusters Score -8956105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -8956100.000000 Penalty: 5344.757812
	Iteration 106Q: 3 clusters Score -8956100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -8956105.000000 Penalty: 5344.757812
	Iteration 107Q: 3 clusters Score -8956105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -8956108.000000 Penalty: 5344.757812
	Iteration 108Q: 3 clusters Score -8956108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -8956108.000000 Penalty: 5344.757812
	Iteration 109Q: 3 clusters Score -8956108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -8956107.000000 Penalty: 5344.757812
	Iteration 110Q: 3 clusters Score -8956107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -8956113.000000 Penalty: 5344.757812
	Iteration 111Q: 3 clusters Score -8956113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -8956102.000000 Penalty: 5344.757812
	Iteration 112Q: 3 clusters Score -8956102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -8956107.000000 Penalty: 5344.757812
	Iteration 113Q: 3 clusters Score -8956107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -8956107.000000 Penalty: 5344.757812
	Iteration 114F: 3 clusters Score -8956107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Entering Unmasked Estep 
Score: -9506474.000000 Penalty: 2687.099854
	Iteration 0F: 2 clusters Score -9506474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -9474994.000000 Penalty: 5374.199707
	Iteration 0F: 3 clusters Score -9474994 nChanged 23460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -9487889.000000 Penalty: 5374.199707
	Iteration 1F: 3 clusters Score -9487889 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -9488405.000000 Penalty: 5374.199707
	Iteration 2Q: 3 clusters Score -9488405 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -9488945.000000 Penalty: 5374.199707
	Iteration 3Q: 3 clusters Score -9488945 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -9489568.000000 Penalty: 5374.199707
	Iteration 4Q: 3 clusters Score -9489568 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -9490271.000000 Penalty: 5374.199707
	Iteration 5Q: 3 clusters Score -9490271 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -9491219.000000 Penalty: 5374.199707
	Iteration 6Q: 3 clusters Score -9491219 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -9492613.000000 Penalty: 5374.199707
	Iteration 7F: 3 clusters Score -9492613 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -9494747.000000 Penalty: 5374.199707
	Iteration 8F: 3 clusters Score -9494747 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -9497396.000000 Penalty: 5374.199707
	Iteration 9F: 3 clusters Score -9497396 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -9500465.000000 Penalty: 5374.199707
	Iteration 10F: 3 clusters Score -9500465 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -9502692.000000 Penalty: 5374.199707
	Iteration 11F: 3 clusters Score -9502692 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -9503402.000000 Penalty: 5374.199707
	Iteration 12Q: 3 clusters Score -9503402 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -9503799.000000 Penalty: 5374.199707
	Iteration 13Q: 3 clusters Score -9503799 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -9503976.000000 Penalty: 5374.199707
	Iteration 14Q: 3 clusters Score -9503976 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -9504093.000000 Penalty: 5374.199707
	Iteration 15Q: 3 clusters Score -9504093 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -9504158.000000 Penalty: 5374.199707
	Iteration 16Q: 3 clusters Score -9504158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -9504162.000000 Penalty: 5374.199707
	Iteration 17Q: 3 clusters Score -9504162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -9504213.000000 Penalty: 5374.199707
	Iteration 18Q: 3 clusters Score -9504213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -9504213.000000 Penalty: 5374.199707
	Iteration 19Q: 3 clusters Score -9504213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -9504229.000000 Penalty: 5374.199707
	Iteration 20F: 3 clusters Score -9504229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -9504237.000000 Penalty: 5374.199707
	Iteration 21Q: 3 clusters Score -9504237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -9504242.000000 Penalty: 5374.199707
	Iteration 22Q: 3 clusters Score -9504242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -9504254.000000 Penalty: 5374.199707
	Iteration 23Q: 3 clusters Score -9504254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -9504265.000000 Penalty: 5374.199707
	Iteration 24Q: 3 clusters Score -9504265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -9504263.000000 Penalty: 5374.199707
	Iteration 25Q: 3 clusters Score -9504263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -9504266.000000 Penalty: 5374.199707
	Iteration 26Q: 3 clusters Score -9504266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -9504266.000000 Penalty: 5374.199707
	Iteration 27F: 3 clusters Score -9504266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (51885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Entering Unmasked Estep 
Score: -9719410.000000 Penalty: 2692.482666
	Iteration 0F: 2 clusters Score -9719410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -9687374.000000 Penalty: 5384.965332
	Iteration 0F: 3 clusters Score -9687374 nChanged 23975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -9700663.000000 Penalty: 5384.965332
	Iteration 1F: 3 clusters Score -9700663 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -9701343.000000 Penalty: 5384.965332
	Iteration 2Q: 3 clusters Score -9701343 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -9702112.000000 Penalty: 5384.965332
	Iteration 3Q: 3 clusters Score -9702112 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -9703081.000000 Penalty: 5384.965332
	Iteration 4Q: 3 clusters Score -9703081 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -9704129.000000 Penalty: 5384.965332
	Iteration 5Q: 3 clusters Score -9704129 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -9705601.000000 Penalty: 5384.965332
	Iteration 6F: 3 clusters Score -9705601 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -9707360.000000 Penalty: 5384.965332
	Iteration 7F: 3 clusters Score -9707360 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -9709578.000000 Penalty: 5384.965332
	Iteration 8F: 3 clusters Score -9709578 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -9711812.000000 Penalty: 5384.965332
	Iteration 9F: 3 clusters Score -9711812 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -9713524.000000 Penalty: 5384.965332
	Iteration 10Q: 3 clusters Score -9713524 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -9714580.000000 Penalty: 5384.965332
	Iteration 11Q: 3 clusters Score -9714580 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -9715275.000000 Penalty: 5384.965332
	Iteration 12Q: 3 clusters Score -9715275 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -9715804.000000 Penalty: 5384.965332
	Iteration 13Q: 3 clusters Score -9715804 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -9716001.000000 Penalty: 5384.965332
	Iteration 14Q: 3 clusters Score -9716001 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -9716291.000000 Penalty: 5384.965332
	Iteration 15Q: 3 clusters Score -9716291 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -9716593.000000 Penalty: 5384.965332
	Iteration 16Q: 3 clusters Score -9716593 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -9717070.000000 Penalty: 5384.965332
	Iteration 17Q: 3 clusters Score -9717070 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -9717266.000000 Penalty: 5384.965332
	Iteration 18Q: 3 clusters Score -9717266 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -9717368.000000 Penalty: 5384.965332
	Iteration 19Q: 3 clusters Score -9717368 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -9717426.000000 Penalty: 5384.965332
	Iteration 20F: 3 clusters Score -9717426 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -9717477.000000 Penalty: 5384.965332
	Iteration 21Q: 3 clusters Score -9717477 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -9717501.000000 Penalty: 5384.965332
	Iteration 22Q: 3 clusters Score -9717501 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -9717548.000000 Penalty: 5384.965332
	Iteration 23Q: 3 clusters Score -9717548 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -9717539.000000 Penalty: 5384.965332
	Iteration 24Q: 3 clusters Score -9717539 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -9717599.000000 Penalty: 5384.965332
	Iteration 25Q: 3 clusters Score -9717599 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -9717618.000000 Penalty: 5384.965332
	Iteration 26Q: 3 clusters Score -9717618 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -9717602.000000 Penalty: 5384.965332
	Iteration 27Q: 3 clusters Score -9717602 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -9717569.000000 Penalty: 5384.965332
	Iteration 28Q: 3 clusters Score -9717569 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9717535.000000 Penalty: 5384.965332
	Iteration 29Q: 3 clusters Score -9717535 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9717463.000000 Penalty: 5384.965332
	Iteration 30Q: 3 clusters Score -9717463 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9717414.000000 Penalty: 5384.965332
	Iteration 31Q: 3 clusters Score -9717414 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9717409.000000 Penalty: 5384.965332
	Iteration 32Q: 3 clusters Score -9717409 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9717403.000000 Penalty: 5384.965332
	Iteration 33Q: 3 clusters Score -9717403 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9717369.000000 Penalty: 5384.965332
	Iteration 34Q: 3 clusters Score -9717369 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9717396.000000 Penalty: 5384.965332
	Iteration 35Q: 3 clusters Score -9717396 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9717377.000000 Penalty: 5384.965332
	Iteration 36Q: 3 clusters Score -9717377 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9717375.000000 Penalty: 5384.965332
	Iteration 37Q: 3 clusters Score -9717375 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9717369.000000 Penalty: 5384.965332
	Iteration 38Q: 3 clusters Score -9717369 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9717366.000000 Penalty: 5384.965332
	Iteration 39Q: 3 clusters Score -9717366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9717391.000000 Penalty: 5384.965332
	Iteration 40F: 3 clusters Score -9717391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9717396.000000 Penalty: 5384.965332
	Iteration 41Q: 3 clusters Score -9717396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9717413.000000 Penalty: 5384.965332
	Iteration 42Q: 3 clusters Score -9717413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9717392.000000 Penalty: 5384.965332
	Iteration 43Q: 3 clusters Score -9717392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9717401.000000 Penalty: 5384.965332
	Iteration 44Q: 3 clusters Score -9717401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9717415.000000 Penalty: 5384.965332
	Iteration 45Q: 3 clusters Score -9717415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9717430.000000 Penalty: 5384.965332
	Iteration 46Q: 3 clusters Score -9717430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9717408.000000 Penalty: 5384.965332
	Iteration 47Q: 3 clusters Score -9717408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9717414.000000 Penalty: 5384.965332
	Iteration 48Q: 3 clusters Score -9717414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9717404.000000 Penalty: 5384.965332
	Iteration 49Q: 3 clusters Score -9717404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9717428.000000 Penalty: 5384.965332
	Iteration 50Q: 3 clusters Score -9717428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9717417.000000 Penalty: 5384.965332
	Iteration 51Q: 3 clusters Score -9717417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9717426.000000 Penalty: 5384.965332
	Iteration 52Q: 3 clusters Score -9717426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9717429.000000 Penalty: 5384.965332
	Iteration 53Q: 3 clusters Score -9717429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9717423.000000 Penalty: 5384.965332
	Iteration 54Q: 3 clusters Score -9717423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9717425.000000 Penalty: 5384.965332
	Iteration 55Q: 3 clusters Score -9717425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9717440.000000 Penalty: 5384.965332
	Iteration 56Q: 3 clusters Score -9717440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9717448.000000 Penalty: 5384.965332
	Iteration 57Q: 3 clusters Score -9717448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9717453.000000 Penalty: 5384.965332
	Iteration 58Q: 3 clusters Score -9717453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9717448.000000 Penalty: 5384.965332
	Iteration 59Q: 3 clusters Score -9717448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9717441.000000 Penalty: 5384.965332
	Iteration 60F: 3 clusters Score -9717441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9717446.000000 Penalty: 5384.965332
	Iteration 61Q: 3 clusters Score -9717446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9717446.000000 Penalty: 5384.965332
	Iteration 62Q: 3 clusters Score -9717446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -9717461.000000 Penalty: 5384.965332
	Iteration 63Q: 3 clusters Score -9717461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9717463.000000 Penalty: 5384.965332
	Iteration 64Q: 3 clusters Score -9717463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9717464.000000 Penalty: 5384.965332
	Iteration 65Q: 3 clusters Score -9717464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9717463.000000 Penalty: 5384.965332
	Iteration 66Q: 3 clusters Score -9717463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9717457.000000 Penalty: 5384.965332
	Iteration 67Q: 3 clusters Score -9717457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9717472.000000 Penalty: 5384.965332
	Iteration 68Q: 3 clusters Score -9717472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9717466.000000 Penalty: 5384.965332
	Iteration 69Q: 3 clusters Score -9717466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9717469.000000 Penalty: 5384.965332
	Iteration 70Q: 3 clusters Score -9717469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9717467.000000 Penalty: 5384.965332
	Iteration 71Q: 3 clusters Score -9717467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9717468.000000 Penalty: 5384.965332
	Iteration 72Q: 3 clusters Score -9717468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9717468.000000 Penalty: 5384.965332
	Iteration 73F: 3 clusters Score -9717468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (53917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Entering Unmasked Estep 
Score: -10098327.000000 Penalty: 2702.009766
	Iteration 0F: 2 clusters Score -1.009833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -10066275.000000 Penalty: 5404.019531
	Iteration 0F: 3 clusters Score -1.006628e+07 nChanged 24990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -10080091.000000 Penalty: 5404.019531
	Iteration 1F: 3 clusters Score -1.008009e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -10080576.000000 Penalty: 5404.019531
	Iteration 2Q: 3 clusters Score -1.008058e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -10081169.000000 Penalty: 5404.019531
	Iteration 3Q: 3 clusters Score -1.008117e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -10081646.000000 Penalty: 5404.019531
	Iteration 4Q: 3 clusters Score -1.008165e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -10082238.000000 Penalty: 5404.019531
	Iteration 5Q: 3 clusters Score -1.008224e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -10082924.000000 Penalty: 5404.019531
	Iteration 6Q: 3 clusters Score -1.008292e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -10083867.000000 Penalty: 5404.019531
	Iteration 7Q: 3 clusters Score -1.008387e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -10085260.000000 Penalty: 5404.019531
	Iteration 8Q: 3 clusters Score -1.008526e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -10087275.000000 Penalty: 5404.019531
	Iteration 9F: 3 clusters Score -1.008728e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -10090071.000000 Penalty: 5404.019531
	Iteration 10F: 3 clusters Score -1.009007e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -10093122.000000 Penalty: 5404.019531
	Iteration 11F: 3 clusters Score -1.009312e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -10094701.000000 Penalty: 5404.019531
	Iteration 12F: 3 clusters Score -1.00947e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -10095560.000000 Penalty: 5404.019531
	Iteration 13Q: 3 clusters Score -1.009556e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10095831.000000 Penalty: 5404.019531
	Iteration 14Q: 3 clusters Score -1.009583e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10095944.000000 Penalty: 5404.019531
	Iteration 15Q: 3 clusters Score -1.009594e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10096077.000000 Penalty: 5404.019531
	Iteration 16Q: 3 clusters Score -1.009608e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10096142.000000 Penalty: 5404.019531
	Iteration 17Q: 3 clusters Score -1.009614e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10096182.000000 Penalty: 5404.019531
	Iteration 18Q: 3 clusters Score -1.009618e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10096184.000000 Penalty: 5404.019531
	Iteration 19Q: 3 clusters Score -1.009618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10096215.000000 Penalty: 5404.019531
	Iteration 20F: 3 clusters Score -1.009622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10096236.000000 Penalty: 5404.019531
	Iteration 21Q: 3 clusters Score -1.009624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10096248.000000 Penalty: 5404.019531
	Iteration 22Q: 3 clusters Score -1.009625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10096254.000000 Penalty: 5404.019531
	Iteration 23Q: 3 clusters Score -1.009625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10096254.000000 Penalty: 5404.019531
	Iteration 24Q: 3 clusters Score -1.009625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10096278.000000 Penalty: 5404.019531
	Iteration 25Q: 3 clusters Score -1.009628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10096295.000000 Penalty: 5404.019531
	Iteration 26Q: 3 clusters Score -1.00963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10096283.000000 Penalty: 5404.019531
	Iteration 27Q: 3 clusters Score -1.009628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10096295.000000 Penalty: 5404.019531
	Iteration 28Q: 3 clusters Score -1.00963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10096299.000000 Penalty: 5404.019531
	Iteration 29Q: 3 clusters Score -1.00963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10096298.000000 Penalty: 5404.019531
	Iteration 30Q: 3 clusters Score -1.00963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10096298.000000 Penalty: 5404.019531
	Iteration 31F: 3 clusters Score -1.00963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29151 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31035 members 
Mstep: Class 5 contains 46293 members 
Mstep: Class 6 contains 42901 members 
Mstep: Class 7 contains 10295 members 
Mstep: Class 8 contains 45738 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 48509 members 
Mstep: Class 11 contains 42500 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 31330 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18677 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36873 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 47845 members 
Mstep: Class 23 contains 50771 members 
Mstep: Class 24 contains 51885 members 
Mstep: Class 25 contains 53917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180696.000000 Penalty: 82516.046875
Iteration 239Q: 26 clusters Score -1.101807e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31000 members 
Mstep: Class 5 contains 46285 members 
Mstep: Class 6 contains 42892 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 45749 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 48420 members 
Mstep: Class 11 contains 42368 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 31666 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2521 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18616 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36830 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 48064 members 
Mstep: Class 23 contains 50879 members 
Mstep: Class 24 contains 51823 members 
Mstep: Class 25 contains 53757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180768.000000 Penalty: 82516.046875
Iteration 240F: 26 clusters Score -1.101808e+08 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29149 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30970 members 
Mstep: Class 5 contains 46276 members 
Mstep: Class 6 contains 42879 members 
Mstep: Class 7 contains 10157 members 
Mstep: Class 8 contains 45742 members 
Mstep: Class 9 contains 4335 members 
Mstep: Class 10 contains 48375 members 
Mstep: Class 11 contains 42220 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 32015 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18554 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36782 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 48252 members 
Mstep: Class 23 contains 50895 members 
Mstep: Class 24 contains 51846 members 
Mstep: Class 25 contains 53655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180904.000000 Penalty: 82516.046875
Iteration 241Q: 26 clusters Score -1.101809e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29149 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30939 members 
Mstep: Class 5 contains 46256 members 
Mstep: Class 6 contains 42883 members 
Mstep: Class 7 contains 10084 members 
Mstep: Class 8 contains 45740 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 48420 members 
Mstep: Class 11 contains 42069 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 32394 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18481 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36737 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48406 members 
Mstep: Class 23 contains 50867 members 
Mstep: Class 24 contains 51793 members 
Mstep: Class 25 contains 53576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181016.000000 Penalty: 82516.046875
Iteration 242Q: 26 clusters Score -1.10181e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29152 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30924 members 
Mstep: Class 5 contains 46242 members 
Mstep: Class 6 contains 42901 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 45766 members 
Mstep: Class 9 contains 4302 members 
Mstep: Class 10 contains 48447 members 
Mstep: Class 11 contains 41902 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 32734 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18412 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36688 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48560 members 
Mstep: Class 23 contains 50838 members 
Mstep: Class 24 contains 51728 members 
Mstep: Class 25 contains 53511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180936.000000 Penalty: 82516.046875
Iteration 243Q: 26 clusters Score -1.101809e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29147 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30894 members 
Mstep: Class 5 contains 46242 members 
Mstep: Class 6 contains 42910 members 
Mstep: Class 7 contains 9950 members 
Mstep: Class 8 contains 45771 members 
Mstep: Class 9 contains 4292 members 
Mstep: Class 10 contains 48512 members 
Mstep: Class 11 contains 41726 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 33077 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18342 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36619 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48688 members 
Mstep: Class 23 contains 50823 members 
Mstep: Class 24 contains 51717 members 
Mstep: Class 25 contains 53407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181288.000000 Penalty: 82516.046875
Iteration 244Q: 26 clusters Score -1.101813e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29141 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30853 members 
Mstep: Class 5 contains 46247 members 
Mstep: Class 6 contains 42920 members 
Mstep: Class 7 contains 9891 members 
Mstep: Class 8 contains 45790 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 48586 members 
Mstep: Class 11 contains 41538 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 33432 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18262 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36553 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 48824 members 
Mstep: Class 23 contains 50796 members 
Mstep: Class 24 contains 51722 members 
Mstep: Class 25 contains 53280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180976.000000 Penalty: 82516.046875
Iteration 245Q: 26 clusters Score -1.10181e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29133 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30820 members 
Mstep: Class 5 contains 46252 members 
Mstep: Class 6 contains 42936 members 
Mstep: Class 7 contains 9834 members 
Mstep: Class 8 contains 45813 members 
Mstep: Class 9 contains 4289 members 
Mstep: Class 10 contains 48638 members 
Mstep: Class 11 contains 41332 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 33780 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18166 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36492 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 48912 members 
Mstep: Class 23 contains 50791 members 
Mstep: Class 24 contains 51713 members 
Mstep: Class 25 contains 53217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181040.000000 Penalty: 82516.046875
Iteration 246Q: 26 clusters Score -1.10181e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29135 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30808 members 
Mstep: Class 5 contains 46263 members 
Mstep: Class 6 contains 42936 members 
Mstep: Class 7 contains 9793 members 
Mstep: Class 8 contains 45829 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 48657 members 
Mstep: Class 11 contains 41160 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 34125 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18089 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36423 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 48895 members 
Mstep: Class 23 contains 50770 members 
Mstep: Class 24 contains 51758 members 
Mstep: Class 25 contains 53195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181104.000000 Penalty: 82516.046875
Iteration 247Q: 26 clusters Score -1.101811e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29133 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30812 members 
Mstep: Class 5 contains 46275 members 
Mstep: Class 6 contains 42958 members 
Mstep: Class 7 contains 9728 members 
Mstep: Class 8 contains 45825 members 
Mstep: Class 9 contains 4280 members 
Mstep: Class 10 contains 48709 members 
Mstep: Class 11 contains 40953 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 34491 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 18015 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36365 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 48893 members 
Mstep: Class 23 contains 50733 members 
Mstep: Class 24 contains 51771 members 
Mstep: Class 25 contains 53182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181216.000000 Penalty: 82516.046875
Iteration 248Q: 26 clusters Score -1.101812e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29131 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30814 members 
Mstep: Class 5 contains 46294 members 
Mstep: Class 6 contains 42974 members 
Mstep: Class 7 contains 9693 members 
Mstep: Class 8 contains 45840 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 48760 members 
Mstep: Class 11 contains 40753 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 34817 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17966 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36308 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 48974 members 
Mstep: Class 23 contains 50676 members 
Mstep: Class 24 contains 51726 members 
Mstep: Class 25 contains 53127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181152.000000 Penalty: 82516.046875
Iteration 249Q: 26 clusters Score -1.101812e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29127 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30811 members 
Mstep: Class 5 contains 46291 members 
Mstep: Class 6 contains 42993 members 
Mstep: Class 7 contains 9650 members 
Mstep: Class 8 contains 45847 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 10 contains 48856 members 
Mstep: Class 11 contains 40538 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 35168 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17919 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36262 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49082 members 
Mstep: Class 23 contains 50594 members 
Mstep: Class 24 contains 51655 members 
Mstep: Class 25 contains 53069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110180840.000000 Penalty: 82516.046875
Iteration 250Q: 26 clusters Score -1.101808e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29126 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30821 members 
Mstep: Class 5 contains 46303 members 
Mstep: Class 6 contains 43011 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 45828 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 49003 members 
Mstep: Class 11 contains 40262 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 35553 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17879 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36214 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49167 members 
Mstep: Class 23 contains 50518 members 
Mstep: Class 24 contains 51584 members 
Mstep: Class 25 contains 52992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181072.000000 Penalty: 82516.046875
Iteration 251Q: 26 clusters Score -1.101811e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29118 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30838 members 
Mstep: Class 5 contains 46324 members 
Mstep: Class 6 contains 43018 members 
Mstep: Class 7 contains 9544 members 
Mstep: Class 8 contains 45832 members 
Mstep: Class 9 contains 4286 members 
Mstep: Class 10 contains 49138 members 
Mstep: Class 11 contains 40009 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 35920 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2455 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17849 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36178 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49203 members 
Mstep: Class 23 contains 50442 members 
Mstep: Class 24 contains 51450 members 
Mstep: Class 25 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181264.000000 Penalty: 82516.046875
Iteration 252Q: 26 clusters Score -1.101813e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29116 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30850 members 
Mstep: Class 5 contains 46340 members 
Mstep: Class 6 contains 43044 members 
Mstep: Class 7 contains 9474 members 
Mstep: Class 8 contains 45830 members 
Mstep: Class 9 contains 4291 members 
Mstep: Class 10 contains 49242 members 
Mstep: Class 11 contains 39754 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 36301 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17826 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36147 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49256 members 
Mstep: Class 23 contains 50325 members 
Mstep: Class 24 contains 51382 members 
Mstep: Class 25 contains 52974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181080.000000 Penalty: 82516.046875
Iteration 253Q: 26 clusters Score -1.101811e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29116 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30875 members 
Mstep: Class 5 contains 46347 members 
Mstep: Class 6 contains 43084 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 45818 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 49328 members 
Mstep: Class 11 contains 39547 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 36687 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17820 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36091 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49292 members 
Mstep: Class 23 contains 50257 members 
Mstep: Class 24 contains 51236 members 
Mstep: Class 25 contains 52962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181240.000000 Penalty: 82516.046875
Iteration 254Q: 26 clusters Score -1.101812e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29115 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30898 members 
Mstep: Class 5 contains 46345 members 
Mstep: Class 6 contains 43145 members 
Mstep: Class 7 contains 9342 members 
Mstep: Class 8 contains 45804 members 
Mstep: Class 9 contains 4272 members 
Mstep: Class 10 contains 49356 members 
Mstep: Class 11 contains 39300 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 37072 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17802 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36024 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49334 members 
Mstep: Class 23 contains 50303 members 
Mstep: Class 24 contains 51117 members 
Mstep: Class 25 contains 52912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181384.000000 Penalty: 82516.046875
Iteration 255Q: 26 clusters Score -1.101814e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29101 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30927 members 
Mstep: Class 5 contains 46359 members 
Mstep: Class 6 contains 43186 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 45788 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 49404 members 
Mstep: Class 11 contains 39064 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 37443 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2461 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17789 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 35979 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49374 members 
Mstep: Class 23 contains 50290 members 
Mstep: Class 24 contains 51040 members 
Mstep: Class 25 contains 52866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181512.000000 Penalty: 82516.046875
Iteration 256Q: 26 clusters Score -1.101815e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29092 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30958 members 
Mstep: Class 5 contains 46372 members 
Mstep: Class 6 contains 43217 members 
Mstep: Class 7 contains 9210 members 
Mstep: Class 8 contains 45775 members 
Mstep: Class 9 contains 4249 members 
Mstep: Class 10 contains 49447 members 
Mstep: Class 11 contains 38851 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 37786 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17767 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 35950 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49400 members 
Mstep: Class 23 contains 50314 members 
Mstep: Class 24 contains 50909 members 
Mstep: Class 25 contains 52856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181232.000000 Penalty: 82516.046875
Iteration 257Q: 26 clusters Score -1.101812e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29095 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 30997 members 
Mstep: Class 5 contains 46392 members 
Mstep: Class 6 contains 43262 members 
Mstep: Class 7 contains 9145 members 
Mstep: Class 8 contains 45729 members 
Mstep: Class 9 contains 4241 members 
Mstep: Class 10 contains 49514 members 
Mstep: Class 11 contains 38635 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 38164 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17754 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35902 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49426 members 
Mstep: Class 23 contains 50365 members 
Mstep: Class 24 contains 50680 members 
Mstep: Class 25 contains 52857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181256.000000 Penalty: 82516.046875
Iteration 258Q: 26 clusters Score -1.101813e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29091 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31026 members 
Mstep: Class 5 contains 46419 members 
Mstep: Class 6 contains 43294 members 
Mstep: Class 7 contains 9093 members 
Mstep: Class 8 contains 45726 members 
Mstep: Class 9 contains 4235 members 
Mstep: Class 10 contains 49560 members 
Mstep: Class 11 contains 38395 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 38571 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2431 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17749 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35863 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49467 members 
Mstep: Class 23 contains 50330 members 
Mstep: Class 24 contains 50587 members 
Mstep: Class 25 contains 52770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181440.000000 Penalty: 82516.046875
Iteration 259Q: 26 clusters Score -1.101814e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29096 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31059 members 
Mstep: Class 5 contains 46429 members 
Mstep: Class 6 contains 43313 members 
Mstep: Class 7 contains 9034 members 
Mstep: Class 8 contains 45735 members 
Mstep: Class 9 contains 4230 members 
Mstep: Class 10 contains 49604 members 
Mstep: Class 11 contains 38201 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 38947 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17730 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35847 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49430 members 
Mstep: Class 23 contains 50281 members 
Mstep: Class 24 contains 50478 members 
Mstep: Class 25 contains 52778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181456.000000 Penalty: 82516.046875
Iteration 260F: 26 clusters Score -1.101815e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29098 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31069 members 
Mstep: Class 5 contains 46432 members 
Mstep: Class 6 contains 43321 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 45750 members 
Mstep: Class 9 contains 4227 members 
Mstep: Class 10 contains 49633 members 
Mstep: Class 11 contains 38053 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 39281 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2406 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17710 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35837 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49394 members 
Mstep: Class 23 contains 50262 members 
Mstep: Class 24 contains 50384 members 
Mstep: Class 25 contains 52771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181560.000000 Penalty: 82516.046875
Iteration 261Q: 26 clusters Score -1.101816e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29099 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31070 members 
Mstep: Class 5 contains 46442 members 
Mstep: Class 6 contains 43334 members 
Mstep: Class 7 contains 8925 members 
Mstep: Class 8 contains 45756 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 10 contains 49666 members 
Mstep: Class 11 contains 37935 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 39663 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17688 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35820 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49293 members 
Mstep: Class 23 contains 50233 members 
Mstep: Class 24 contains 50357 members 
Mstep: Class 25 contains 52706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181656.000000 Penalty: 82516.046875
Iteration 262Q: 26 clusters Score -1.101817e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29100 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31083 members 
Mstep: Class 5 contains 46440 members 
Mstep: Class 6 contains 43337 members 
Mstep: Class 7 contains 8860 members 
Mstep: Class 8 contains 45798 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 10 contains 49668 members 
Mstep: Class 11 contains 37848 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 39945 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17666 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35809 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49245 members 
Mstep: Class 23 contains 50204 members 
Mstep: Class 24 contains 50349 members 
Mstep: Class 25 contains 52651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110181920.000000 Penalty: 82516.046875
Iteration 263Q: 26 clusters Score -1.101819e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29102 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31090 members 
Mstep: Class 5 contains 46440 members 
Mstep: Class 6 contains 43334 members 
Mstep: Class 7 contains 8802 members 
Mstep: Class 8 contains 45819 members 
Mstep: Class 9 contains 4211 members 
Mstep: Class 10 contains 49674 members 
Mstep: Class 11 contains 37765 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 40169 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2384 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17641 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35811 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49248 members 
Mstep: Class 23 contains 50184 members 
Mstep: Class 24 contains 50344 members 
Mstep: Class 25 contains 52590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182008.000000 Penalty: 82516.046875
Iteration 264Q: 26 clusters Score -1.10182e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29103 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31114 members 
Mstep: Class 5 contains 46436 members 
Mstep: Class 6 contains 43328 members 
Mstep: Class 7 contains 8747 members 
Mstep: Class 8 contains 45844 members 
Mstep: Class 9 contains 4207 members 
Mstep: Class 10 contains 49700 members 
Mstep: Class 11 contains 37675 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 40381 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17608 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35776 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49243 members 
Mstep: Class 23 contains 50176 members 
Mstep: Class 24 contains 50320 members 
Mstep: Class 25 contains 52569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182360.000000 Penalty: 82516.046875
Iteration 265Q: 26 clusters Score -1.101824e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29104 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31134 members 
Mstep: Class 5 contains 46444 members 
Mstep: Class 6 contains 43327 members 
Mstep: Class 7 contains 8699 members 
Mstep: Class 8 contains 45862 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 10 contains 49735 members 
Mstep: Class 11 contains 37624 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 40565 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17575 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35763 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49210 members 
Mstep: Class 23 contains 50139 members 
Mstep: Class 24 contains 50311 members 
Mstep: Class 25 contains 52546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182264.000000 Penalty: 82516.046875
Iteration 266Q: 26 clusters Score -1.101823e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29101 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31149 members 
Mstep: Class 5 contains 46450 members 
Mstep: Class 6 contains 43336 members 
Mstep: Class 7 contains 8654 members 
Mstep: Class 8 contains 45856 members 
Mstep: Class 9 contains 4197 members 
Mstep: Class 10 contains 49751 members 
Mstep: Class 11 contains 37568 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 40786 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2361 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17549 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35757 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 49146 members 
Mstep: Class 23 contains 50106 members 
Mstep: Class 24 contains 50302 members 
Mstep: Class 25 contains 52539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182544.000000 Penalty: 82516.046875
Iteration 267Q: 26 clusters Score -1.101825e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29101 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31158 members 
Mstep: Class 5 contains 46448 members 
Mstep: Class 6 contains 43341 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 45849 members 
Mstep: Class 9 contains 4193 members 
Mstep: Class 10 contains 49758 members 
Mstep: Class 11 contains 37541 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 40960 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17527 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35724 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 49114 members 
Mstep: Class 23 contains 50099 members 
Mstep: Class 24 contains 50308 members 
Mstep: Class 25 contains 52529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182680.000000 Penalty: 82516.046875
Iteration 268Q: 26 clusters Score -1.101827e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29101 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31172 members 
Mstep: Class 5 contains 46458 members 
Mstep: Class 6 contains 43335 members 
Mstep: Class 7 contains 8571 members 
Mstep: Class 8 contains 45830 members 
Mstep: Class 9 contains 4187 members 
Mstep: Class 10 contains 49763 members 
Mstep: Class 11 contains 37490 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41137 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2351 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17514 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35697 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 49087 members 
Mstep: Class 23 contains 50045 members 
Mstep: Class 24 contains 50327 members 
Mstep: Class 25 contains 52544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182448.000000 Penalty: 82516.046875
Iteration 269Q: 26 clusters Score -1.101824e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29104 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31184 members 
Mstep: Class 5 contains 46476 members 
Mstep: Class 6 contains 43339 members 
Mstep: Class 7 contains 8534 members 
Mstep: Class 8 contains 45814 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 49720 members 
Mstep: Class 11 contains 37446 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41281 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35663 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 49098 members 
Mstep: Class 23 contains 50043 members 
Mstep: Class 24 contains 50330 members 
Mstep: Class 25 contains 52538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110182792.000000 Penalty: 82516.046875
Iteration 270Q: 26 clusters Score -1.101828e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29094 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31190 members 
Mstep: Class 5 contains 46485 members 
Mstep: Class 6 contains 43344 members 
Mstep: Class 7 contains 8514 members 
Mstep: Class 8 contains 45807 members 
Mstep: Class 9 contains 4191 members 
Mstep: Class 10 contains 49714 members 
Mstep: Class 11 contains 37417 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41431 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17481 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35639 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 49076 members 
Mstep: Class 23 contains 50014 members 
Mstep: Class 24 contains 50290 members 
Mstep: Class 25 contains 52568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183088.000000 Penalty: 82516.046875
Iteration 271Q: 26 clusters Score -1.101831e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29096 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31194 members 
Mstep: Class 5 contains 46475 members 
Mstep: Class 6 contains 43338 members 
Mstep: Class 7 contains 8479 members 
Mstep: Class 8 contains 45817 members 
Mstep: Class 9 contains 4186 members 
Mstep: Class 10 contains 49741 members 
Mstep: Class 11 contains 37391 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41585 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17466 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35624 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 49121 members 
Mstep: Class 23 contains 49990 members 
Mstep: Class 24 contains 50164 members 
Mstep: Class 25 contains 52589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183200.000000 Penalty: 82516.046875
Iteration 272Q: 26 clusters Score -1.101832e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29099 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31200 members 
Mstep: Class 5 contains 46452 members 
Mstep: Class 6 contains 43341 members 
Mstep: Class 7 contains 8454 members 
Mstep: Class 8 contains 45803 members 
Mstep: Class 9 contains 4189 members 
Mstep: Class 10 contains 49738 members 
Mstep: Class 11 contains 37337 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41688 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2351 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17457 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35604 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 49197 members 
Mstep: Class 23 contains 50008 members 
Mstep: Class 24 contains 50156 members 
Mstep: Class 25 contains 52534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183192.000000 Penalty: 82516.046875
Iteration 273Q: 26 clusters Score -1.101832e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29101 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31222 members 
Mstep: Class 5 contains 46446 members 
Mstep: Class 6 contains 43348 members 
Mstep: Class 7 contains 8415 members 
Mstep: Class 8 contains 45790 members 
Mstep: Class 9 contains 4184 members 
Mstep: Class 10 contains 49759 members 
Mstep: Class 11 contains 37324 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41799 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17443 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35575 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 49205 members 
Mstep: Class 23 contains 50038 members 
Mstep: Class 24 contains 50093 members 
Mstep: Class 25 contains 52517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183272.000000 Penalty: 82516.046875
Iteration 274Q: 26 clusters Score -1.101833e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29104 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31248 members 
Mstep: Class 5 contains 46427 members 
Mstep: Class 6 contains 43353 members 
Mstep: Class 7 contains 8373 members 
Mstep: Class 8 contains 45789 members 
Mstep: Class 9 contains 4176 members 
Mstep: Class 10 contains 49760 members 
Mstep: Class 11 contains 37352 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 41894 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2350 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17431 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35532 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 49189 members 
Mstep: Class 23 contains 50006 members 
Mstep: Class 24 contains 50115 members 
Mstep: Class 25 contains 52509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183352.000000 Penalty: 82516.046875
Iteration 275Q: 26 clusters Score -1.101834e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29101 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31262 members 
Mstep: Class 5 contains 46424 members 
Mstep: Class 6 contains 43371 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 45783 members 
Mstep: Class 9 contains 4174 members 
Mstep: Class 10 contains 49750 members 
Mstep: Class 11 contains 37393 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42008 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17418 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35500 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 49983 members 
Mstep: Class 24 contains 50130 members 
Mstep: Class 25 contains 52496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183472.000000 Penalty: 82516.046875
Iteration 276Q: 26 clusters Score -1.101835e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29098 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31279 members 
Mstep: Class 5 contains 46421 members 
Mstep: Class 6 contains 43379 members 
Mstep: Class 7 contains 8305 members 
Mstep: Class 8 contains 45777 members 
Mstep: Class 9 contains 4178 members 
Mstep: Class 10 contains 49714 members 
Mstep: Class 11 contains 37447 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42140 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17410 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35472 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 49057 members 
Mstep: Class 23 contains 50000 members 
Mstep: Class 24 contains 50099 members 
Mstep: Class 25 contains 52487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183496.000000 Penalty: 82516.046875
Iteration 277Q: 26 clusters Score -1.101835e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29098 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31289 members 
Mstep: Class 5 contains 46417 members 
Mstep: Class 6 contains 43389 members 
Mstep: Class 7 contains 8277 members 
Mstep: Class 8 contains 45813 members 
Mstep: Class 9 contains 4181 members 
Mstep: Class 10 contains 49699 members 
Mstep: Class 11 contains 37497 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42246 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17387 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35439 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49016 members 
Mstep: Class 23 contains 49957 members 
Mstep: Class 24 contains 50064 members 
Mstep: Class 25 contains 52497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183752.000000 Penalty: 82516.046875
Iteration 278Q: 26 clusters Score -1.101838e+08 nChanged 1389
Entering ConstructFrom: 
Score: -110183752.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23298.146484 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -23298.15 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 132 members 
Entering Unmasked Estep 
Score: -22164.103516 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -22164.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22307.101562 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -22307.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22358.193359 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -22358.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22409.181641 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -22409.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22442.308594 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -22442.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22471.664062 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -22471.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22505.419922 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -22505.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22551.353516 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -22551.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22565.806641 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -22565.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22576.408203 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -22576.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22599.642578 Penalty: 2822.418457
	Iteration 10Q: 3 clusters Score -22599.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22625.435547 Penalty: 2822.418457
	Iteration 11Q: 3 clusters Score -22625.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22628.597656 Penalty: 2822.418457
	Iteration 12Q: 3 clusters Score -22628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22634.173828 Penalty: 2822.418457
	Iteration 13Q: 3 clusters Score -22634.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22637.250000 Penalty: 2822.418457
	Iteration 14Q: 3 clusters Score -22637.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22645.001953 Penalty: 2822.418457
	Iteration 15F: 3 clusters Score -22645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22657.912109 Penalty: 2822.418457
	Iteration 16Q: 3 clusters Score -22657.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22657.912109 Penalty: 2822.418457
	Iteration 17F: 3 clusters Score -22657.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Entering Unmasked Estep 
Score: -5254846.500000 Penalty: 2549.109131
	Iteration 0F: 2 clusters Score -5254846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -5234814.000000 Penalty: 5098.218262
	Iteration 0F: 3 clusters Score -5234814 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -5241842.500000 Penalty: 5098.218262
	Iteration 1F: 3 clusters Score -5241842 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -5242242.000000 Penalty: 5098.218262
	Iteration 2Q: 3 clusters Score -5242242 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -5242573.500000 Penalty: 5098.218262
	Iteration 3Q: 3 clusters Score -5242574 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -5242897.500000 Penalty: 5098.218262
	Iteration 4Q: 3 clusters Score -5242898 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5243257.500000 Penalty: 5098.218262
	Iteration 5Q: 3 clusters Score -5243258 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -5243719.500000 Penalty: 5098.218262
	Iteration 6Q: 3 clusters Score -5243720 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -5244264.000000 Penalty: 5098.218262
	Iteration 7Q: 3 clusters Score -5244264 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -5245107.500000 Penalty: 5098.218262
	Iteration 8Q: 3 clusters Score -5245108 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -5246168.500000 Penalty: 5098.218262
	Iteration 9F: 3 clusters Score -5246168 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -5247408.500000 Penalty: 5098.218262
	Iteration 10F: 3 clusters Score -5247408 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -5248762.500000 Penalty: 5098.218262
	Iteration 11F: 3 clusters Score -5248762 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5250060.500000 Penalty: 5098.218262
	Iteration 12F: 3 clusters Score -5250060 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5251015.500000 Penalty: 5098.218262
	Iteration 13Q: 3 clusters Score -5251016 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5251669.000000 Penalty: 5098.218262
	Iteration 14Q: 3 clusters Score -5251669 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5252082.500000 Penalty: 5098.218262
	Iteration 15Q: 3 clusters Score -5252082 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5252323.500000 Penalty: 5098.218262
	Iteration 16Q: 3 clusters Score -5252324 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5252466.000000 Penalty: 5098.218262
	Iteration 17Q: 3 clusters Score -5252466 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5252562.500000 Penalty: 5098.218262
	Iteration 18Q: 3 clusters Score -5252562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5252634.000000 Penalty: 5098.218262
	Iteration 19Q: 3 clusters Score -5252634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5252678.000000 Penalty: 5098.218262
	Iteration 20F: 3 clusters Score -5252678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5252711.000000 Penalty: 5098.218262
	Iteration 21Q: 3 clusters Score -5252711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5252723.500000 Penalty: 5098.218262
	Iteration 22Q: 3 clusters Score -5252724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5252749.000000 Penalty: 5098.218262
	Iteration 23Q: 3 clusters Score -5252749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5252767.500000 Penalty: 5098.218262
	Iteration 24Q: 3 clusters Score -5252768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5252774.000000 Penalty: 5098.218262
	Iteration 25Q: 3 clusters Score -5252774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5252786.500000 Penalty: 5098.218262
	Iteration 26Q: 3 clusters Score -5252786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5252789.500000 Penalty: 5098.218262
	Iteration 27Q: 3 clusters Score -5252790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5252796.500000 Penalty: 5098.218262
	Iteration 28Q: 3 clusters Score -5252796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5252803.000000 Penalty: 5098.218262
	Iteration 29Q: 3 clusters Score -5252803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5252798.000000 Penalty: 5098.218262
	Iteration 30Q: 3 clusters Score -5252798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5252801.000000 Penalty: 5098.218262
	Iteration 31Q: 3 clusters Score -5252801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5252801.000000 Penalty: 5098.218262
	Iteration 32F: 3 clusters Score -5252801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -52064.167969 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -52064.17 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 236 members 
Entering Unmasked Estep 
Score: -50611.046875 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -50611.05 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50922.589844 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -50922.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51108.714844 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -51108.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51205.593750 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -51205.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51293.500000 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -51293.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51386.593750 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -51386.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51449.113281 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -51449.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51487.160156 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -51487.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51516.613281 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -51516.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51525.925781 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -51525.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51527.097656 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -51527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51528.097656 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -51528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51528.097656 Penalty: 3064.260254
	Iteration 12F: 3 clusters Score -51528.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Entering Unmasked Estep 
Score: -5813796.000000 Penalty: 2567.069336
	Iteration 0F: 2 clusters Score -5813796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -5792439.000000 Penalty: 5134.138672
	Iteration 0F: 3 clusters Score -5792439 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -5800275.500000 Penalty: 5134.138672
	Iteration 1F: 3 clusters Score -5800276 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -5801249.500000 Penalty: 5134.138672
	Iteration 2F: 3 clusters Score -5801250 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -5802218.000000 Penalty: 5134.138672
	Iteration 3F: 3 clusters Score -5802218 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -5803342.500000 Penalty: 5134.138672
	Iteration 4F: 3 clusters Score -5803342 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5804497.500000 Penalty: 5134.138672
	Iteration 5F: 3 clusters Score -5804498 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -5805814.500000 Penalty: 5134.138672
	Iteration 6F: 3 clusters Score -5805814 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -5807232.000000 Penalty: 5134.138672
	Iteration 7F: 3 clusters Score -5807232 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -5808493.000000 Penalty: 5134.138672
	Iteration 8F: 3 clusters Score -5808493 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -5809383.500000 Penalty: 5134.138672
	Iteration 9Q: 3 clusters Score -5809384 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -5809999.500000 Penalty: 5134.138672
	Iteration 10Q: 3 clusters Score -5810000 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -5810329.500000 Penalty: 5134.138672
	Iteration 11Q: 3 clusters Score -5810330 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -5810563.500000 Penalty: 5134.138672
	Iteration 12Q: 3 clusters Score -5810564 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -5810752.000000 Penalty: 5134.138672
	Iteration 13Q: 3 clusters Score -5810752 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -5810916.500000 Penalty: 5134.138672
	Iteration 14Q: 3 clusters Score -5810916 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -5811068.000000 Penalty: 5134.138672
	Iteration 15Q: 3 clusters Score -5811068 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -5811163.000000 Penalty: 5134.138672
	Iteration 16Q: 3 clusters Score -5811163 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -5811250.500000 Penalty: 5134.138672
	Iteration 17Q: 3 clusters Score -5811250 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -5811319.500000 Penalty: 5134.138672
	Iteration 18Q: 3 clusters Score -5811320 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -5811368.500000 Penalty: 5134.138672
	Iteration 19Q: 3 clusters Score -5811368 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -5811448.500000 Penalty: 5134.138672
	Iteration 20F: 3 clusters Score -5811448 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -5811523.500000 Penalty: 5134.138672
	Iteration 21Q: 3 clusters Score -5811524 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -5811584.500000 Penalty: 5134.138672
	Iteration 22Q: 3 clusters Score -5811584 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -5811641.000000 Penalty: 5134.138672
	Iteration 23Q: 3 clusters Score -5811641 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5811705.000000 Penalty: 5134.138672
	Iteration 24Q: 3 clusters Score -5811705 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -5811762.500000 Penalty: 5134.138672
	Iteration 25Q: 3 clusters Score -5811762 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -5811825.000000 Penalty: 5134.138672
	Iteration 26Q: 3 clusters Score -5811825 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -5811870.000000 Penalty: 5134.138672
	Iteration 27Q: 3 clusters Score -5811870 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -5811953.000000 Penalty: 5134.138672
	Iteration 28Q: 3 clusters Score -5811953 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5811996.000000 Penalty: 5134.138672
	Iteration 29Q: 3 clusters Score -5811996 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -5812068.500000 Penalty: 5134.138672
	Iteration 30Q: 3 clusters Score -5812068 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5812149.000000 Penalty: 5134.138672
	Iteration 31Q: 3 clusters Score -5812149 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -5812190.000000 Penalty: 5134.138672
	Iteration 32Q: 3 clusters Score -5812190 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5812257.500000 Penalty: 5134.138672
	Iteration 33Q: 3 clusters Score -5812258 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -5812285.500000 Penalty: 5134.138672
	Iteration 34Q: 3 clusters Score -5812286 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -5812331.500000 Penalty: 5134.138672
	Iteration 35Q: 3 clusters Score -5812332 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -5812359.500000 Penalty: 5134.138672
	Iteration 36Q: 3 clusters Score -5812360 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5812381.000000 Penalty: 5134.138672
	Iteration 37Q: 3 clusters Score -5812381 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -5812413.000000 Penalty: 5134.138672
	Iteration 38Q: 3 clusters Score -5812413 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -5812429.500000 Penalty: 5134.138672
	Iteration 39Q: 3 clusters Score -5812430 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -5812449.500000 Penalty: 5134.138672
	Iteration 40F: 3 clusters Score -5812450 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5812479.000000 Penalty: 5134.138672
	Iteration 41Q: 3 clusters Score -5812479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5812495.500000 Penalty: 5134.138672
	Iteration 42Q: 3 clusters Score -5812496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5812495.000000 Penalty: 5134.138672
	Iteration 43Q: 3 clusters Score -5812495 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5812509.500000 Penalty: 5134.138672
	Iteration 44Q: 3 clusters Score -5812510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5812514.000000 Penalty: 5134.138672
	Iteration 45Q: 3 clusters Score -5812514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5812520.000000 Penalty: 5134.138672
	Iteration 46Q: 3 clusters Score -5812520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5812539.500000 Penalty: 5134.138672
	Iteration 47Q: 3 clusters Score -5812540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5812551.000000 Penalty: 5134.138672
	Iteration 48Q: 3 clusters Score -5812551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5812559.500000 Penalty: 5134.138672
	Iteration 49Q: 3 clusters Score -5812560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5812586.500000 Penalty: 5134.138672
	Iteration 50Q: 3 clusters Score -5812586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5812572.000000 Penalty: 5134.138672
	Iteration 51Q: 3 clusters Score -5812572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5812587.000000 Penalty: 5134.138672
	Iteration 52Q: 3 clusters Score -5812587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5812587.500000 Penalty: 5134.138672
	Iteration 53Q: 3 clusters Score -5812588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5812591.500000 Penalty: 5134.138672
	Iteration 54Q: 3 clusters Score -5812592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5812586.000000 Penalty: 5134.138672
	Iteration 55Q: 3 clusters Score -5812586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5812588.500000 Penalty: 5134.138672
	Iteration 56Q: 3 clusters Score -5812588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5812607.500000 Penalty: 5134.138672
	Iteration 57Q: 3 clusters Score -5812608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5812619.500000 Penalty: 5134.138672
	Iteration 58Q: 3 clusters Score -5812620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5812631.000000 Penalty: 5134.138672
	Iteration 59Q: 3 clusters Score -5812631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5812638.500000 Penalty: 5134.138672
	Iteration 60F: 3 clusters Score -5812638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5812634.000000 Penalty: 5134.138672
	Iteration 61Q: 3 clusters Score -5812634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5812632.000000 Penalty: 5134.138672
	Iteration 62Q: 3 clusters Score -5812632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5812635.000000 Penalty: 5134.138672
	Iteration 63Q: 3 clusters Score -5812635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5812643.500000 Penalty: 5134.138672
	Iteration 64Q: 3 clusters Score -5812644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5812652.000000 Penalty: 5134.138672
	Iteration 65Q: 3 clusters Score -5812652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5812655.000000 Penalty: 5134.138672
	Iteration 66Q: 3 clusters Score -5812655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5812650.000000 Penalty: 5134.138672
	Iteration 67Q: 3 clusters Score -5812650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5812650.500000 Penalty: 5134.138672
	Iteration 68Q: 3 clusters Score -5812650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5812651.500000 Penalty: 5134.138672
	Iteration 69Q: 3 clusters Score -5812652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5812646.000000 Penalty: 5134.138672
	Iteration 70Q: 3 clusters Score -5812646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5812644.500000 Penalty: 5134.138672
	Iteration 71Q: 3 clusters Score -5812644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5812644.500000 Penalty: 5134.138672
	Iteration 72Q: 3 clusters Score -5812644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5812644.000000 Penalty: 5134.138672
	Iteration 73Q: 3 clusters Score -5812644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5812651.000000 Penalty: 5134.138672
	Iteration 74Q: 3 clusters Score -5812651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5812646.000000 Penalty: 5134.138672
	Iteration 75Q: 3 clusters Score -5812646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5812639.500000 Penalty: 5134.138672
	Iteration 76Q: 3 clusters Score -5812640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5812638.500000 Penalty: 5134.138672
	Iteration 77Q: 3 clusters Score -5812638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5812653.000000 Penalty: 5134.138672
	Iteration 78Q: 3 clusters Score -5812653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5812651.500000 Penalty: 5134.138672
	Iteration 79Q: 3 clusters Score -5812652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5812653.500000 Penalty: 5134.138672
	Iteration 80F: 3 clusters Score -5812654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5812653.000000 Penalty: 5134.138672
	Iteration 81Q: 3 clusters Score -5812653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5812657.500000 Penalty: 5134.138672
	Iteration 82Q: 3 clusters Score -5812658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5812653.000000 Penalty: 5134.138672
	Iteration 83Q: 3 clusters Score -5812653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5812654.500000 Penalty: 5134.138672
	Iteration 84Q: 3 clusters Score -5812654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5812657.000000 Penalty: 5134.138672
	Iteration 85Q: 3 clusters Score -5812657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5812653.000000 Penalty: 5134.138672
	Iteration 86Q: 3 clusters Score -5812653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5812656.000000 Penalty: 5134.138672
	Iteration 87Q: 3 clusters Score -5812656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5812654.500000 Penalty: 5134.138672
	Iteration 88Q: 3 clusters Score -5812654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5812658.000000 Penalty: 5134.138672
	Iteration 89Q: 3 clusters Score -5812658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5812654.500000 Penalty: 5134.138672
	Iteration 90Q: 3 clusters Score -5812654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5812657.000000 Penalty: 5134.138672
	Iteration 91Q: 3 clusters Score -5812657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5812656.000000 Penalty: 5134.138672
	Iteration 92Q: 3 clusters Score -5812656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5812663.500000 Penalty: 5134.138672
	Iteration 93Q: 3 clusters Score -5812664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5812660.000000 Penalty: 5134.138672
	Iteration 94Q: 3 clusters Score -5812660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5812664.000000 Penalty: 5134.138672
	Iteration 95Q: 3 clusters Score -5812664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5812666.000000 Penalty: 5134.138672
	Iteration 96Q: 3 clusters Score -5812666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5812667.000000 Penalty: 5134.138672
	Iteration 97Q: 3 clusters Score -5812667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5812658.500000 Penalty: 5134.138672
	Iteration 98Q: 3 clusters Score -5812658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5812664.000000 Penalty: 5134.138672
	Iteration 99Q: 3 clusters Score -5812664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5812665.000000 Penalty: 5134.138672
	Iteration 100F: 3 clusters Score -5812665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5812669.000000 Penalty: 5134.138672
	Iteration 101Q: 3 clusters Score -5812669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5812667.500000 Penalty: 5134.138672
	Iteration 102Q: 3 clusters Score -5812668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5812665.000000 Penalty: 5134.138672
	Iteration 103Q: 3 clusters Score -5812665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5812665.000000 Penalty: 5134.138672
	Iteration 104Q: 3 clusters Score -5812665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5812661.500000 Penalty: 5134.138672
	Iteration 105Q: 3 clusters Score -5812662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5812661.000000 Penalty: 5134.138672
	Iteration 106Q: 3 clusters Score -5812661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5812664.000000 Penalty: 5134.138672
	Iteration 107Q: 3 clusters Score -5812664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5812669.500000 Penalty: 5134.138672
	Iteration 108Q: 3 clusters Score -5812670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5812664.500000 Penalty: 5134.138672
	Iteration 109Q: 3 clusters Score -5812664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5812670.000000 Penalty: 5134.138672
	Iteration 110Q: 3 clusters Score -5812670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5812682.500000 Penalty: 5134.138672
	Iteration 111Q: 3 clusters Score -5812682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5812677.000000 Penalty: 5134.138672
	Iteration 112Q: 3 clusters Score -5812677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5812676.500000 Penalty: 5134.138672
	Iteration 113Q: 3 clusters Score -5812676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5812676.500000 Penalty: 5134.138672
	Iteration 114Q: 3 clusters Score -5812676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5812683.500000 Penalty: 5134.138672
	Iteration 115Q: 3 clusters Score -5812684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5812686.500000 Penalty: 5134.138672
	Iteration 116Q: 3 clusters Score -5812686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5812691.500000 Penalty: 5134.138672
	Iteration 117Q: 3 clusters Score -5812692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5812689.000000 Penalty: 5134.138672
	Iteration 118Q: 3 clusters Score -5812689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5812690.500000 Penalty: 5134.138672
	Iteration 119Q: 3 clusters Score -5812690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5812689.000000 Penalty: 5134.138672
	Iteration 120F: 3 clusters Score -5812689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Entering Unmasked Estep 
Score: -8542966.000000 Penalty: 2664.768311
	Iteration 0F: 2 clusters Score -8542966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -8511868.000000 Penalty: 5329.536621
	Iteration 0F: 3 clusters Score -8511868 nChanged 21399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -8523584.000000 Penalty: 5329.536621
	Iteration 1F: 3 clusters Score -8523584 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -8523975.000000 Penalty: 5329.536621
	Iteration 2Q: 3 clusters Score -8523975 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -8524270.000000 Penalty: 5329.536621
	Iteration 3Q: 3 clusters Score -8524270 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -8524539.000000 Penalty: 5329.536621
	Iteration 4Q: 3 clusters Score -8524539 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -8524818.000000 Penalty: 5329.536621
	Iteration 5Q: 3 clusters Score -8524818 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -8525084.000000 Penalty: 5329.536621
	Iteration 6Q: 3 clusters Score -8525084 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -8525414.000000 Penalty: 5329.536621
	Iteration 7Q: 3 clusters Score -8525414 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -8525909.000000 Penalty: 5329.536621
	Iteration 8Q: 3 clusters Score -8525909 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -8526657.000000 Penalty: 5329.536621
	Iteration 9Q: 3 clusters Score -8526657 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -8527949.000000 Penalty: 5329.536621
	Iteration 10F: 3 clusters Score -8527949 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -8530056.000000 Penalty: 5329.536621
	Iteration 11F: 3 clusters Score -8530056 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -8533026.000000 Penalty: 5329.536621
	Iteration 12F: 3 clusters Score -8533026 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -8536050.000000 Penalty: 5329.536621
	Iteration 13F: 3 clusters Score -8536050 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -8538246.000000 Penalty: 5329.536621
	Iteration 14F: 3 clusters Score -8538246 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -8539480.000000 Penalty: 5329.536621
	Iteration 15Q: 3 clusters Score -8539480 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -8540102.000000 Penalty: 5329.536621
	Iteration 16Q: 3 clusters Score -8540102 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -8540319.000000 Penalty: 5329.536621
	Iteration 17Q: 3 clusters Score -8540319 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -8540421.000000 Penalty: 5329.536621
	Iteration 18Q: 3 clusters Score -8540421 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -8540509.000000 Penalty: 5329.536621
	Iteration 19Q: 3 clusters Score -8540509 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -8540578.000000 Penalty: 5329.536621
	Iteration 20F: 3 clusters Score -8540578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -8540627.000000 Penalty: 5329.536621
	Iteration 21Q: 3 clusters Score -8540627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -8540645.000000 Penalty: 5329.536621
	Iteration 22Q: 3 clusters Score -8540645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8540656.000000 Penalty: 5329.536621
	Iteration 23Q: 3 clusters Score -8540656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -8540662.000000 Penalty: 5329.536621
	Iteration 24Q: 3 clusters Score -8540662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -8540666.000000 Penalty: 5329.536621
	Iteration 25Q: 3 clusters Score -8540666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8540670.000000 Penalty: 5329.536621
	Iteration 26Q: 3 clusters Score -8540670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -8540670.000000 Penalty: 5329.536621
	Iteration 27Q: 3 clusters Score -8540670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8540672.000000 Penalty: 5329.536621
	Iteration 28Q: 3 clusters Score -8540672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8540680.000000 Penalty: 5329.536621
	Iteration 29Q: 3 clusters Score -8540680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -8540683.000000 Penalty: 5329.536621
	Iteration 30Q: 3 clusters Score -8540683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -8540696.000000 Penalty: 5329.536621
	Iteration 31Q: 3 clusters Score -8540696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8540700.000000 Penalty: 5329.536621
	Iteration 32Q: 3 clusters Score -8540700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8540702.000000 Penalty: 5329.536621
	Iteration 33Q: 3 clusters Score -8540702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -8540707.000000 Penalty: 5329.536621
	Iteration 34Q: 3 clusters Score -8540707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -8540707.000000 Penalty: 5329.536621
	Iteration 35F: 3 clusters Score -8540707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Entering Unmasked Estep 
Score: -8087945.000000 Penalty: 2648.214355
	Iteration 0F: 2 clusters Score -8087945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -8059473.000000 Penalty: 5296.428711
	Iteration 0F: 3 clusters Score -8059473 nChanged 19926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -8071274.500000 Penalty: 5296.428711
	Iteration 1F: 3 clusters Score -8071274 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -8072657.500000 Penalty: 5296.428711
	Iteration 2F: 3 clusters Score -8072658 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -8074325.000000 Penalty: 5296.428711
	Iteration 3F: 3 clusters Score -8074325 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -8076407.500000 Penalty: 5296.428711
	Iteration 4F: 3 clusters Score -8076408 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -8078961.500000 Penalty: 5296.428711
	Iteration 5F: 3 clusters Score -8078962 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -8081819.000000 Penalty: 5296.428711
	Iteration 6F: 3 clusters Score -8081819 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -8083941.500000 Penalty: 5296.428711
	Iteration 7F: 3 clusters Score -8083942 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -8084873.500000 Penalty: 5296.428711
	Iteration 8Q: 3 clusters Score -8084874 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -8085204.000000 Penalty: 5296.428711
	Iteration 9Q: 3 clusters Score -8085204 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -8085452.000000 Penalty: 5296.428711
	Iteration 10Q: 3 clusters Score -8085452 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -8085605.500000 Penalty: 5296.428711
	Iteration 11Q: 3 clusters Score -8085606 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -8085745.500000 Penalty: 5296.428711
	Iteration 12Q: 3 clusters Score -8085746 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -8085867.000000 Penalty: 5296.428711
	Iteration 13Q: 3 clusters Score -8085867 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8085952.000000 Penalty: 5296.428711
	Iteration 14Q: 3 clusters Score -8085952 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -8085982.500000 Penalty: 5296.428711
	Iteration 15Q: 3 clusters Score -8085982 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8086031.500000 Penalty: 5296.428711
	Iteration 16Q: 3 clusters Score -8086032 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -8086082.500000 Penalty: 5296.428711
	Iteration 17Q: 3 clusters Score -8086082 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8086142.500000 Penalty: 5296.428711
	Iteration 18Q: 3 clusters Score -8086142 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8086143.500000 Penalty: 5296.428711
	Iteration 19Q: 3 clusters Score -8086144 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8086164.500000 Penalty: 5296.428711
	Iteration 20F: 3 clusters Score -8086164 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8086197.000000 Penalty: 5296.428711
	Iteration 21Q: 3 clusters Score -8086197 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8086203.000000 Penalty: 5296.428711
	Iteration 22Q: 3 clusters Score -8086203 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8086219.500000 Penalty: 5296.428711
	Iteration 23Q: 3 clusters Score -8086220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -8086234.500000 Penalty: 5296.428711
	Iteration 24Q: 3 clusters Score -8086234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8086241.500000 Penalty: 5296.428711
	Iteration 25Q: 3 clusters Score -8086242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8086250.500000 Penalty: 5296.428711
	Iteration 26Q: 3 clusters Score -8086250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8086253.000000 Penalty: 5296.428711
	Iteration 27Q: 3 clusters Score -8086253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8086270.500000 Penalty: 5296.428711
	Iteration 28Q: 3 clusters Score -8086270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8086255.500000 Penalty: 5296.428711
	Iteration 29Q: 3 clusters Score -8086256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8086243.000000 Penalty: 5296.428711
	Iteration 30Q: 3 clusters Score -8086243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8086254.500000 Penalty: 5296.428711
	Iteration 31Q: 3 clusters Score -8086254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8086252.000000 Penalty: 5296.428711
	Iteration 32Q: 3 clusters Score -8086252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8086262.500000 Penalty: 5296.428711
	Iteration 33Q: 3 clusters Score -8086262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8086264.500000 Penalty: 5296.428711
	Iteration 34Q: 3 clusters Score -8086264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8086265.000000 Penalty: 5296.428711
	Iteration 35Q: 3 clusters Score -8086265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8086277.500000 Penalty: 5296.428711
	Iteration 36Q: 3 clusters Score -8086278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8086271.500000 Penalty: 5296.428711
	Iteration 37Q: 3 clusters Score -8086272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8086269.000000 Penalty: 5296.428711
	Iteration 38Q: 3 clusters Score -8086269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8086265.500000 Penalty: 5296.428711
	Iteration 39Q: 3 clusters Score -8086266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8086270.000000 Penalty: 5296.428711
	Iteration 40F: 3 clusters Score -8086270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8086268.500000 Penalty: 5296.428711
	Iteration 41Q: 3 clusters Score -8086268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8086267.000000 Penalty: 5296.428711
	Iteration 42Q: 3 clusters Score -8086267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8086263.000000 Penalty: 5296.428711
	Iteration 43Q: 3 clusters Score -8086263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8086264.000000 Penalty: 5296.428711
	Iteration 44Q: 3 clusters Score -8086264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8086272.500000 Penalty: 5296.428711
	Iteration 45Q: 3 clusters Score -8086272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8086272.000000 Penalty: 5296.428711
	Iteration 46Q: 3 clusters Score -8086272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8086271.500000 Penalty: 5296.428711
	Iteration 47Q: 3 clusters Score -8086272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8086277.500000 Penalty: 5296.428711
	Iteration 48Q: 3 clusters Score -8086278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8086270.500000 Penalty: 5296.428711
	Iteration 49Q: 3 clusters Score -8086270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8086266.500000 Penalty: 5296.428711
	Iteration 50Q: 3 clusters Score -8086266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8086266.500000 Penalty: 5296.428711
	Iteration 51Q: 3 clusters Score -8086266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8086264.000000 Penalty: 5296.428711
	Iteration 52Q: 3 clusters Score -8086264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8086252.500000 Penalty: 5296.428711
	Iteration 53Q: 3 clusters Score -8086252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8086259.500000 Penalty: 5296.428711
	Iteration 54Q: 3 clusters Score -8086260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8086262.500000 Penalty: 5296.428711
	Iteration 55Q: 3 clusters Score -8086262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8086253.500000 Penalty: 5296.428711
	Iteration 56Q: 3 clusters Score -8086254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8086254.500000 Penalty: 5296.428711
	Iteration 57Q: 3 clusters Score -8086254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8086254.500000 Penalty: 5296.428711
	Iteration 58F: 3 clusters Score -8086254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Entering Unmasked Estep 
Score: -1519204.500000 Penalty: 2236.034912
	Iteration 0F: 2 clusters Score -1519204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1512647.625000 Penalty: 4472.069824
	Iteration 0F: 3 clusters Score -1512648 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1514396.125000 Penalty: 4472.069824
	Iteration 1F: 3 clusters Score -1514396 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1514650.000000 Penalty: 4472.069824
	Iteration 2F: 3 clusters Score -1514650 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1514821.875000 Penalty: 4472.069824
	Iteration 3Q: 3 clusters Score -1514822 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1514947.375000 Penalty: 4472.069824
	Iteration 4Q: 3 clusters Score -1514947 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1515048.750000 Penalty: 4472.069824
	Iteration 5Q: 3 clusters Score -1515049 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1515131.375000 Penalty: 4472.069824
	Iteration 6Q: 3 clusters Score -1515131 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1515210.750000 Penalty: 4472.069824
	Iteration 7Q: 3 clusters Score -1515211 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1515269.250000 Penalty: 4472.069824
	Iteration 8Q: 3 clusters Score -1515269 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1515327.625000 Penalty: 4472.069824
	Iteration 9Q: 3 clusters Score -1515328 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1515371.500000 Penalty: 4472.069824
	Iteration 10Q: 3 clusters Score -1515372 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1515419.000000 Penalty: 4472.069824
	Iteration 11Q: 3 clusters Score -1515419 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1515468.750000 Penalty: 4472.069824
	Iteration 12Q: 3 clusters Score -1515469 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1515526.000000 Penalty: 4472.069824
	Iteration 13Q: 3 clusters Score -1515526 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1515589.000000 Penalty: 4472.069824
	Iteration 14Q: 3 clusters Score -1515589 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1515650.250000 Penalty: 4472.069824
	Iteration 15Q: 3 clusters Score -1515650 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1515718.500000 Penalty: 4472.069824
	Iteration 16Q: 3 clusters Score -1515718 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1515795.250000 Penalty: 4472.069824
	Iteration 17Q: 3 clusters Score -1515795 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1515862.000000 Penalty: 4472.069824
	Iteration 18Q: 3 clusters Score -1515862 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1515929.875000 Penalty: 4472.069824
	Iteration 19Q: 3 clusters Score -1515930 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1515997.250000 Penalty: 4472.069824
	Iteration 20F: 3 clusters Score -1515997 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1516076.125000 Penalty: 4472.069824
	Iteration 21Q: 3 clusters Score -1516076 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1516151.000000 Penalty: 4472.069824
	Iteration 22Q: 3 clusters Score -1516151 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1516222.750000 Penalty: 4472.069824
	Iteration 23Q: 3 clusters Score -1516223 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1516292.000000 Penalty: 4472.069824
	Iteration 24Q: 3 clusters Score -1516292 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1516375.500000 Penalty: 4472.069824
	Iteration 25Q: 3 clusters Score -1516376 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1516445.625000 Penalty: 4472.069824
	Iteration 26Q: 3 clusters Score -1516446 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1516526.625000 Penalty: 4472.069824
	Iteration 27Q: 3 clusters Score -1516527 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1516598.375000 Penalty: 4472.069824
	Iteration 28Q: 3 clusters Score -1516598 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1516668.125000 Penalty: 4472.069824
	Iteration 29Q: 3 clusters Score -1516668 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1516734.500000 Penalty: 4472.069824
	Iteration 30Q: 3 clusters Score -1516734 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1516807.625000 Penalty: 4472.069824
	Iteration 31Q: 3 clusters Score -1516808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1516881.875000 Penalty: 4472.069824
	Iteration 32Q: 3 clusters Score -1516882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1516947.375000 Penalty: 4472.069824
	Iteration 33Q: 3 clusters Score -1516947 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1516991.375000 Penalty: 4472.069824
	Iteration 34Q: 3 clusters Score -1516991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1517028.500000 Penalty: 4472.069824
	Iteration 35Q: 3 clusters Score -1517028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1517065.500000 Penalty: 4472.069824
	Iteration 36Q: 3 clusters Score -1517066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1517088.875000 Penalty: 4472.069824
	Iteration 37Q: 3 clusters Score -1517089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1517108.750000 Penalty: 4472.069824
	Iteration 38Q: 3 clusters Score -1517109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1517124.625000 Penalty: 4472.069824
	Iteration 39Q: 3 clusters Score -1517125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1517143.125000 Penalty: 4472.069824
	Iteration 40F: 3 clusters Score -1517143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1517163.000000 Penalty: 4472.069824
	Iteration 41Q: 3 clusters Score -1517163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1517179.250000 Penalty: 4472.069824
	Iteration 42Q: 3 clusters Score -1517179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1517192.500000 Penalty: 4472.069824
	Iteration 43Q: 3 clusters Score -1517192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1517201.750000 Penalty: 4472.069824
	Iteration 44Q: 3 clusters Score -1517202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1517209.125000 Penalty: 4472.069824
	Iteration 45Q: 3 clusters Score -1517209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1517220.000000 Penalty: 4472.069824
	Iteration 46Q: 3 clusters Score -1517220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1517228.875000 Penalty: 4472.069824
	Iteration 47Q: 3 clusters Score -1517229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1517242.375000 Penalty: 4472.069824
	Iteration 48Q: 3 clusters Score -1517242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1517251.875000 Penalty: 4472.069824
	Iteration 49Q: 3 clusters Score -1517252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1517259.000000 Penalty: 4472.069824
	Iteration 50Q: 3 clusters Score -1517259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1517263.875000 Penalty: 4472.069824
	Iteration 51Q: 3 clusters Score -1517264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1517273.375000 Penalty: 4472.069824
	Iteration 52Q: 3 clusters Score -1517273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1517281.625000 Penalty: 4472.069824
	Iteration 53Q: 3 clusters Score -1517282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1517286.250000 Penalty: 4472.069824
	Iteration 54Q: 3 clusters Score -1517286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1517287.250000 Penalty: 4472.069824
	Iteration 55Q: 3 clusters Score -1517287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1517287.875000 Penalty: 4472.069824
	Iteration 56Q: 3 clusters Score -1517288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1517289.500000 Penalty: 4472.069824
	Iteration 57Q: 3 clusters Score -1517290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1517289.500000 Penalty: 4472.069824
	Iteration 58F: 3 clusters Score -1517290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Entering Unmasked Estep 
Score: -8539089.000000 Penalty: 2661.848633
	Iteration 0F: 2 clusters Score -8539089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -8508719.000000 Penalty: 5323.697266
	Iteration 0F: 3 clusters Score -8508719 nChanged 21144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -8520682.000000 Penalty: 5323.697266
	Iteration 1F: 3 clusters Score -8520682 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -8521490.000000 Penalty: 5323.697266
	Iteration 2Q: 3 clusters Score -8521490 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -8522381.000000 Penalty: 5323.697266
	Iteration 3Q: 3 clusters Score -8522381 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -8523603.000000 Penalty: 5323.697266
	Iteration 4Q: 3 clusters Score -8523603 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -8525052.000000 Penalty: 5323.697266
	Iteration 5F: 3 clusters Score -8525052 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8526775.000000 Penalty: 5323.697266
	Iteration 6F: 3 clusters Score -8526775 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -8528824.000000 Penalty: 5323.697266
	Iteration 7F: 3 clusters Score -8528824 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -8531313.000000 Penalty: 5323.697266
	Iteration 8F: 3 clusters Score -8531313 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -8533340.000000 Penalty: 5323.697266
	Iteration 9F: 3 clusters Score -8533340 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -8534482.000000 Penalty: 5323.697266
	Iteration 10Q: 3 clusters Score -8534482 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -8535157.000000 Penalty: 5323.697266
	Iteration 11Q: 3 clusters Score -8535157 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -8535614.000000 Penalty: 5323.697266
	Iteration 12Q: 3 clusters Score -8535614 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -8536029.000000 Penalty: 5323.697266
	Iteration 13Q: 3 clusters Score -8536029 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -8536344.000000 Penalty: 5323.697266
	Iteration 14Q: 3 clusters Score -8536344 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -8536571.000000 Penalty: 5323.697266
	Iteration 15Q: 3 clusters Score -8536571 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -8536729.000000 Penalty: 5323.697266
	Iteration 16Q: 3 clusters Score -8536729 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8536817.000000 Penalty: 5323.697266
	Iteration 17Q: 3 clusters Score -8536817 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -8536902.000000 Penalty: 5323.697266
	Iteration 18Q: 3 clusters Score -8536902 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -8536941.000000 Penalty: 5323.697266
	Iteration 19Q: 3 clusters Score -8536941 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -8536960.000000 Penalty: 5323.697266
	Iteration 20F: 3 clusters Score -8536960 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -8536946.000000 Penalty: 5323.697266
	Iteration 21Q: 3 clusters Score -8536946 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -8536954.000000 Penalty: 5323.697266
	Iteration 22Q: 3 clusters Score -8536954 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -8536974.000000 Penalty: 5323.697266
	Iteration 23Q: 3 clusters Score -8536974 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -8536968.000000 Penalty: 5323.697266
	Iteration 24Q: 3 clusters Score -8536968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -8536973.000000 Penalty: 5323.697266
	Iteration 25Q: 3 clusters Score -8536973 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -8536977.000000 Penalty: 5323.697266
	Iteration 26Q: 3 clusters Score -8536977 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -8536978.000000 Penalty: 5323.697266
	Iteration 27Q: 3 clusters Score -8536978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -8536964.000000 Penalty: 5323.697266
	Iteration 28Q: 3 clusters Score -8536964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -8536953.000000 Penalty: 5323.697266
	Iteration 29Q: 3 clusters Score -8536953 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -8536942.000000 Penalty: 5323.697266
	Iteration 30Q: 3 clusters Score -8536942 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -8536927.000000 Penalty: 5323.697266
	Iteration 31Q: 3 clusters Score -8536927 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -8536929.000000 Penalty: 5323.697266
	Iteration 32Q: 3 clusters Score -8536929 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -8536922.000000 Penalty: 5323.697266
	Iteration 33Q: 3 clusters Score -8536922 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -8536909.000000 Penalty: 5323.697266
	Iteration 34Q: 3 clusters Score -8536909 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -8536903.000000 Penalty: 5323.697266
	Iteration 35Q: 3 clusters Score -8536903 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -8536917.000000 Penalty: 5323.697266
	Iteration 36Q: 3 clusters Score -8536917 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -8536917.000000 Penalty: 5323.697266
	Iteration 37Q: 3 clusters Score -8536917 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -8536919.000000 Penalty: 5323.697266
	Iteration 38Q: 3 clusters Score -8536919 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -8536920.000000 Penalty: 5323.697266
	Iteration 39Q: 3 clusters Score -8536920 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -8536925.000000 Penalty: 5323.697266
	Iteration 40F: 3 clusters Score -8536925 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -8536910.000000 Penalty: 5323.697266
	Iteration 41Q: 3 clusters Score -8536910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -8536920.000000 Penalty: 5323.697266
	Iteration 42Q: 3 clusters Score -8536920 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -8536918.000000 Penalty: 5323.697266
	Iteration 43Q: 3 clusters Score -8536918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -8536937.000000 Penalty: 5323.697266
	Iteration 44Q: 3 clusters Score -8536937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -8536905.000000 Penalty: 5323.697266
	Iteration 45Q: 3 clusters Score -8536905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -8536904.000000 Penalty: 5323.697266
	Iteration 46Q: 3 clusters Score -8536904 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -8536914.000000 Penalty: 5323.697266
	Iteration 47Q: 3 clusters Score -8536914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -8536916.000000 Penalty: 5323.697266
	Iteration 48Q: 3 clusters Score -8536916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -8536924.000000 Penalty: 5323.697266
	Iteration 49Q: 3 clusters Score -8536924 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -8536911.000000 Penalty: 5323.697266
	Iteration 50Q: 3 clusters Score -8536911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -8536911.000000 Penalty: 5323.697266
	Iteration 51Q: 3 clusters Score -8536911 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -8536924.000000 Penalty: 5323.697266
	Iteration 52Q: 3 clusters Score -8536924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -8536938.000000 Penalty: 5323.697266
	Iteration 53Q: 3 clusters Score -8536938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -8536956.000000 Penalty: 5323.697266
	Iteration 54Q: 3 clusters Score -8536956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -8536984.000000 Penalty: 5323.697266
	Iteration 55Q: 3 clusters Score -8536984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -8536964.000000 Penalty: 5323.697266
	Iteration 56Q: 3 clusters Score -8536964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -8536954.000000 Penalty: 5323.697266
	Iteration 57Q: 3 clusters Score -8536954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -8536942.000000 Penalty: 5323.697266
	Iteration 58Q: 3 clusters Score -8536942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -8536938.000000 Penalty: 5323.697266
	Iteration 59Q: 3 clusters Score -8536938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -8536952.000000 Penalty: 5323.697266
	Iteration 60F: 3 clusters Score -8536952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -8536934.000000 Penalty: 5323.697266
	Iteration 61Q: 3 clusters Score -8536934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -8536932.000000 Penalty: 5323.697266
	Iteration 62Q: 3 clusters Score -8536932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -8536926.000000 Penalty: 5323.697266
	Iteration 63Q: 3 clusters Score -8536926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -8536911.000000 Penalty: 5323.697266
	Iteration 64Q: 3 clusters Score -8536911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -8536921.000000 Penalty: 5323.697266
	Iteration 65Q: 3 clusters Score -8536921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -8536918.000000 Penalty: 5323.697266
	Iteration 66Q: 3 clusters Score -8536918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -8536926.000000 Penalty: 5323.697266
	Iteration 67Q: 3 clusters Score -8536926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -8536933.000000 Penalty: 5323.697266
	Iteration 68Q: 3 clusters Score -8536933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -8536929.000000 Penalty: 5323.697266
	Iteration 69Q: 3 clusters Score -8536929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -8536914.000000 Penalty: 5323.697266
	Iteration 70Q: 3 clusters Score -8536914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -8536927.000000 Penalty: 5323.697266
	Iteration 71Q: 3 clusters Score -8536927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -8536921.000000 Penalty: 5323.697266
	Iteration 72Q: 3 clusters Score -8536921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -8536931.000000 Penalty: 5323.697266
	Iteration 73Q: 3 clusters Score -8536931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -8536924.000000 Penalty: 5323.697266
	Iteration 74Q: 3 clusters Score -8536924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -8536921.000000 Penalty: 5323.697266
	Iteration 75Q: 3 clusters Score -8536921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -8536921.000000 Penalty: 5323.697266
	Iteration 76Q: 3 clusters Score -8536921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -8536914.000000 Penalty: 5323.697266
	Iteration 77Q: 3 clusters Score -8536914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -8536918.000000 Penalty: 5323.697266
	Iteration 78Q: 3 clusters Score -8536918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -8536919.000000 Penalty: 5323.697266
	Iteration 79Q: 3 clusters Score -8536919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -8536913.000000 Penalty: 5323.697266
	Iteration 80F: 3 clusters Score -8536913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -8536920.000000 Penalty: 5323.697266
	Iteration 81Q: 3 clusters Score -8536920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -8536917.000000 Penalty: 5323.697266
	Iteration 82Q: 3 clusters Score -8536917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -8536910.000000 Penalty: 5323.697266
	Iteration 83Q: 3 clusters Score -8536910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -8536906.000000 Penalty: 5323.697266
	Iteration 84Q: 3 clusters Score -8536906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -8536900.000000 Penalty: 5323.697266
	Iteration 85Q: 3 clusters Score -8536900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -8536894.000000 Penalty: 5323.697266
	Iteration 86Q: 3 clusters Score -8536894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -8536903.000000 Penalty: 5323.697266
	Iteration 87Q: 3 clusters Score -8536903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -8536906.000000 Penalty: 5323.697266
	Iteration 88Q: 3 clusters Score -8536906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -8536904.000000 Penalty: 5323.697266
	Iteration 89Q: 3 clusters Score -8536904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -8536896.000000 Penalty: 5323.697266
	Iteration 90Q: 3 clusters Score -8536896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -8536897.000000 Penalty: 5323.697266
	Iteration 91Q: 3 clusters Score -8536897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -8536896.000000 Penalty: 5323.697266
	Iteration 92Q: 3 clusters Score -8536896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -8536896.000000 Penalty: 5323.697266
	Iteration 93Q: 3 clusters Score -8536896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -8536899.000000 Penalty: 5323.697266
	Iteration 94Q: 3 clusters Score -8536899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -8536899.000000 Penalty: 5323.697266
	Iteration 95F: 3 clusters Score -8536899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -774478.250000 Penalty: 2067.840332
	Iteration 0F: 2 clusters Score -774478.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -770436.187500 Penalty: 4135.680664
	Iteration 0F: 3 clusters Score -770436.2 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -771302.250000 Penalty: 4135.680664
	Iteration 1F: 3 clusters Score -771302.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -771470.812500 Penalty: 4135.680664
	Iteration 2F: 3 clusters Score -771470.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -771606.187500 Penalty: 4135.680664
	Iteration 3F: 3 clusters Score -771606.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -771696.437500 Penalty: 4135.680664
	Iteration 4Q: 3 clusters Score -771696.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -771749.562500 Penalty: 4135.680664
	Iteration 5Q: 3 clusters Score -771749.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -771785.375000 Penalty: 4135.680664
	Iteration 6Q: 3 clusters Score -771785.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -771823.562500 Penalty: 4135.680664
	Iteration 7Q: 3 clusters Score -771823.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -771865.187500 Penalty: 4135.680664
	Iteration 8Q: 3 clusters Score -771865.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -771923.437500 Penalty: 4135.680664
	Iteration 9Q: 3 clusters Score -771923.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -771984.562500 Penalty: 4135.680664
	Iteration 10Q: 3 clusters Score -771984.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -772043.687500 Penalty: 4135.680664
	Iteration 11Q: 3 clusters Score -772043.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -772095.625000 Penalty: 4135.680664
	Iteration 12Q: 3 clusters Score -772095.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -772140.687500 Penalty: 4135.680664
	Iteration 13Q: 3 clusters Score -772140.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -772182.187500 Penalty: 4135.680664
	Iteration 14Q: 3 clusters Score -772182.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -772212.875000 Penalty: 4135.680664
	Iteration 15Q: 3 clusters Score -772212.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -772243.000000 Penalty: 4135.680664
	Iteration 16Q: 3 clusters Score -772243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -772264.875000 Penalty: 4135.680664
	Iteration 17Q: 3 clusters Score -772264.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -772289.125000 Penalty: 4135.680664
	Iteration 18Q: 3 clusters Score -772289.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -772306.062500 Penalty: 4135.680664
	Iteration 19Q: 3 clusters Score -772306.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -772320.187500 Penalty: 4135.680664
	Iteration 20F: 3 clusters Score -772320.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -772332.750000 Penalty: 4135.680664
	Iteration 21Q: 3 clusters Score -772332.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -772343.875000 Penalty: 4135.680664
	Iteration 22Q: 3 clusters Score -772343.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -772365.750000 Penalty: 4135.680664
	Iteration 23Q: 3 clusters Score -772365.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -772387.687500 Penalty: 4135.680664
	Iteration 24Q: 3 clusters Score -772387.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -772414.000000 Penalty: 4135.680664
	Iteration 25Q: 3 clusters Score -772414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -772434.562500 Penalty: 4135.680664
	Iteration 26Q: 3 clusters Score -772434.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -772461.625000 Penalty: 4135.680664
	Iteration 27Q: 3 clusters Score -772461.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -772482.000000 Penalty: 4135.680664
	Iteration 28Q: 3 clusters Score -772482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -772500.437500 Penalty: 4135.680664
	Iteration 29Q: 3 clusters Score -772500.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -772512.375000 Penalty: 4135.680664
	Iteration 30Q: 3 clusters Score -772512.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -772537.812500 Penalty: 4135.680664
	Iteration 31Q: 3 clusters Score -772537.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -772564.187500 Penalty: 4135.680664
	Iteration 32Q: 3 clusters Score -772564.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -772578.875000 Penalty: 4135.680664
	Iteration 33Q: 3 clusters Score -772578.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -772593.750000 Penalty: 4135.680664
	Iteration 34Q: 3 clusters Score -772593.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -772608.437500 Penalty: 4135.680664
	Iteration 35Q: 3 clusters Score -772608.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -772620.437500 Penalty: 4135.680664
	Iteration 36Q: 3 clusters Score -772620.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -772627.312500 Penalty: 4135.680664
	Iteration 37Q: 3 clusters Score -772627.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -772635.750000 Penalty: 4135.680664
	Iteration 38Q: 3 clusters Score -772635.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -772640.625000 Penalty: 4135.680664
	Iteration 39Q: 3 clusters Score -772640.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -772643.437500 Penalty: 4135.680664
	Iteration 40F: 3 clusters Score -772643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -772646.312500 Penalty: 4135.680664
	Iteration 41Q: 3 clusters Score -772646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -772647.187500 Penalty: 4135.680664
	Iteration 42Q: 3 clusters Score -772647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -772647.062500 Penalty: 4135.680664
	Iteration 43Q: 3 clusters Score -772647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -772647.312500 Penalty: 4135.680664
	Iteration 44Q: 3 clusters Score -772647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -772647.000000 Penalty: 4135.680664
	Iteration 45Q: 3 clusters Score -772647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -772647.000000 Penalty: 4135.680664
	Iteration 46F: 3 clusters Score -772647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Entering Unmasked Estep 
Score: -9285074.000000 Penalty: 2681.617676
	Iteration 0F: 2 clusters Score -9285074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -9253885.000000 Penalty: 5363.235352
	Iteration 0F: 3 clusters Score -9253885 nChanged 22812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -9266384.000000 Penalty: 5363.235352
	Iteration 1F: 3 clusters Score -9266384 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -9266894.000000 Penalty: 5363.235352
	Iteration 2Q: 3 clusters Score -9266894 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -9267290.000000 Penalty: 5363.235352
	Iteration 3Q: 3 clusters Score -9267290 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -9267673.000000 Penalty: 5363.235352
	Iteration 4Q: 3 clusters Score -9267673 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -9268067.000000 Penalty: 5363.235352
	Iteration 5Q: 3 clusters Score -9268067 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -9268481.000000 Penalty: 5363.235352
	Iteration 6Q: 3 clusters Score -9268481 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -9268978.000000 Penalty: 5363.235352
	Iteration 7Q: 3 clusters Score -9268978 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -9269571.000000 Penalty: 5363.235352
	Iteration 8Q: 3 clusters Score -9269571 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -9270261.000000 Penalty: 5363.235352
	Iteration 9Q: 3 clusters Score -9270261 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -9271260.000000 Penalty: 5363.235352
	Iteration 10Q: 3 clusters Score -9271260 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -9272581.000000 Penalty: 5363.235352
	Iteration 11Q: 3 clusters Score -9272581 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -9274271.000000 Penalty: 5363.235352
	Iteration 12F: 3 clusters Score -9274271 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -9276210.000000 Penalty: 5363.235352
	Iteration 13F: 3 clusters Score -9276210 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -9277770.000000 Penalty: 5363.235352
	Iteration 14Q: 3 clusters Score -9277770 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -9279031.000000 Penalty: 5363.235352
	Iteration 15Q: 3 clusters Score -9279031 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -9279901.000000 Penalty: 5363.235352
	Iteration 16Q: 3 clusters Score -9279901 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -9280660.000000 Penalty: 5363.235352
	Iteration 17Q: 3 clusters Score -9280660 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -9281178.000000 Penalty: 5363.235352
	Iteration 18Q: 3 clusters Score -9281178 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -9281761.000000 Penalty: 5363.235352
	Iteration 19Q: 3 clusters Score -9281761 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -9282112.000000 Penalty: 5363.235352
	Iteration 20F: 3 clusters Score -9282112 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -9282377.000000 Penalty: 5363.235352
	Iteration 21Q: 3 clusters Score -9282377 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9282527.000000 Penalty: 5363.235352
	Iteration 22Q: 3 clusters Score -9282527 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9282642.000000 Penalty: 5363.235352
	Iteration 23Q: 3 clusters Score -9282642 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9282709.000000 Penalty: 5363.235352
	Iteration 24Q: 3 clusters Score -9282709 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9282748.000000 Penalty: 5363.235352
	Iteration 25Q: 3 clusters Score -9282748 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9282769.000000 Penalty: 5363.235352
	Iteration 26Q: 3 clusters Score -9282769 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9282810.000000 Penalty: 5363.235352
	Iteration 27Q: 3 clusters Score -9282810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9282819.000000 Penalty: 5363.235352
	Iteration 28Q: 3 clusters Score -9282819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9282855.000000 Penalty: 5363.235352
	Iteration 29Q: 3 clusters Score -9282855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9282887.000000 Penalty: 5363.235352
	Iteration 30Q: 3 clusters Score -9282887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9282896.000000 Penalty: 5363.235352
	Iteration 31Q: 3 clusters Score -9282896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9282892.000000 Penalty: 5363.235352
	Iteration 32Q: 3 clusters Score -9282892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9282902.000000 Penalty: 5363.235352
	Iteration 33Q: 3 clusters Score -9282902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9282908.000000 Penalty: 5363.235352
	Iteration 34Q: 3 clusters Score -9282908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9282908.000000 Penalty: 5363.235352
	Iteration 35F: 3 clusters Score -9282908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Entering Unmasked Estep 
Score: -6981628.000000 Penalty: 2612.422363
	Iteration 0F: 2 clusters Score -6981628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -6956154.500000 Penalty: 5224.844727
	Iteration 0F: 3 clusters Score -6956154 nChanged 17065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -6965518.500000 Penalty: 5224.844727
	Iteration 1F: 3 clusters Score -6965518 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -6966069.500000 Penalty: 5224.844727
	Iteration 2Q: 3 clusters Score -6966070 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -6966657.000000 Penalty: 5224.844727
	Iteration 3Q: 3 clusters Score -6966657 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -6967577.000000 Penalty: 5224.844727
	Iteration 4Q: 3 clusters Score -6967577 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -6968772.500000 Penalty: 5224.844727
	Iteration 5F: 3 clusters Score -6968772 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -6970612.500000 Penalty: 5224.844727
	Iteration 6F: 3 clusters Score -6970612 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -6973000.000000 Penalty: 5224.844727
	Iteration 7F: 3 clusters Score -6973000 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -6975642.000000 Penalty: 5224.844727
	Iteration 8F: 3 clusters Score -6975642 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -6977642.500000 Penalty: 5224.844727
	Iteration 9F: 3 clusters Score -6977642 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -6978596.000000 Penalty: 5224.844727
	Iteration 10Q: 3 clusters Score -6978596 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -6978983.000000 Penalty: 5224.844727
	Iteration 11Q: 3 clusters Score -6978983 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -6979137.500000 Penalty: 5224.844727
	Iteration 12Q: 3 clusters Score -6979138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -6979209.000000 Penalty: 5224.844727
	Iteration 13Q: 3 clusters Score -6979209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -6979238.000000 Penalty: 5224.844727
	Iteration 14Q: 3 clusters Score -6979238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -6979257.000000 Penalty: 5224.844727
	Iteration 15Q: 3 clusters Score -6979257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -6979269.000000 Penalty: 5224.844727
	Iteration 16Q: 3 clusters Score -6979269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -6979283.000000 Penalty: 5224.844727
	Iteration 17Q: 3 clusters Score -6979283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -6979283.000000 Penalty: 5224.844727
	Iteration 18Q: 3 clusters Score -6979283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -6979289.000000 Penalty: 5224.844727
	Iteration 19Q: 3 clusters Score -6979289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -6979289.000000 Penalty: 5224.844727
	Iteration 20F: 3 clusters Score -6979289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -6979300.000000 Penalty: 5224.844727
	Iteration 21Q: 3 clusters Score -6979300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -6979300.000000 Penalty: 5224.844727
	Iteration 22F: 3 clusters Score -6979300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -90983.914062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -90983.91 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 357 members 
Entering Unmasked Estep 
Score: -89302.343750 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -89302.34 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89838.890625 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -89838.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90061.257812 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -90061.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90270.765625 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -90270.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90360.703125 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -90360.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90411.265625 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -90411.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90442.195312 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -90442.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90460.296875 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -90460.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90466.023438 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -90466.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90473.007812 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -90473.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90480.984375 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -90480.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90485.976562 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -90485.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90486.968750 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -90486.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90488.226562 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -90488.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90488.382812 Penalty: 3250.750977
	Iteration 14F: 3 clusters Score -90488.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90490.085938 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -90490.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90490.085938 Penalty: 3250.750977
	Iteration 16F: 3 clusters Score -90490.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Entering Unmasked Estep 
Score: -7895992.500000 Penalty: 2642.158691
	Iteration 0F: 2 clusters Score -7895992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -7867613.000000 Penalty: 5284.317383
	Iteration 0F: 3 clusters Score -7867613 nChanged 19403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -7878449.000000 Penalty: 5284.317383
	Iteration 1F: 3 clusters Score -7878449 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -7878975.000000 Penalty: 5284.317383
	Iteration 2Q: 3 clusters Score -7878975 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -7879505.000000 Penalty: 5284.317383
	Iteration 3Q: 3 clusters Score -7879505 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -7879976.000000 Penalty: 5284.317383
	Iteration 4Q: 3 clusters Score -7879976 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -7880455.000000 Penalty: 5284.317383
	Iteration 5Q: 3 clusters Score -7880455 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -7881023.000000 Penalty: 5284.317383
	Iteration 6Q: 3 clusters Score -7881023 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -7881810.500000 Penalty: 5284.317383
	Iteration 7Q: 3 clusters Score -7881810 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -7882901.000000 Penalty: 5284.317383
	Iteration 8Q: 3 clusters Score -7882901 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -7884442.000000 Penalty: 5284.317383
	Iteration 9F: 3 clusters Score -7884442 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -7886132.500000 Penalty: 5284.317383
	Iteration 10F: 3 clusters Score -7886132 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -7887629.500000 Penalty: 5284.317383
	Iteration 11F: 3 clusters Score -7887630 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -7888566.500000 Penalty: 5284.317383
	Iteration 12Q: 3 clusters Score -7888566 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -7889162.000000 Penalty: 5284.317383
	Iteration 13Q: 3 clusters Score -7889162 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -7889524.500000 Penalty: 5284.317383
	Iteration 14Q: 3 clusters Score -7889524 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -7889854.000000 Penalty: 5284.317383
	Iteration 15Q: 3 clusters Score -7889854 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -7890163.500000 Penalty: 5284.317383
	Iteration 16Q: 3 clusters Score -7890164 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -7890412.500000 Penalty: 5284.317383
	Iteration 17Q: 3 clusters Score -7890412 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -7890633.500000 Penalty: 5284.317383
	Iteration 18Q: 3 clusters Score -7890634 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -7890878.000000 Penalty: 5284.317383
	Iteration 19Q: 3 clusters Score -7890878 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -7891058.000000 Penalty: 5284.317383
	Iteration 20F: 3 clusters Score -7891058 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -7891237.000000 Penalty: 5284.317383
	Iteration 21Q: 3 clusters Score -7891237 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -7891435.000000 Penalty: 5284.317383
	Iteration 22Q: 3 clusters Score -7891435 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -7891581.500000 Penalty: 5284.317383
	Iteration 23Q: 3 clusters Score -7891582 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -7891703.000000 Penalty: 5284.317383
	Iteration 24Q: 3 clusters Score -7891703 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -7891853.500000 Penalty: 5284.317383
	Iteration 25Q: 3 clusters Score -7891854 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -7892024.000000 Penalty: 5284.317383
	Iteration 26Q: 3 clusters Score -7892024 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -7892153.500000 Penalty: 5284.317383
	Iteration 27Q: 3 clusters Score -7892154 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -7892237.500000 Penalty: 5284.317383
	Iteration 28Q: 3 clusters Score -7892238 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -7892340.500000 Penalty: 5284.317383
	Iteration 29Q: 3 clusters Score -7892340 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -7892443.000000 Penalty: 5284.317383
	Iteration 30Q: 3 clusters Score -7892443 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -7892510.500000 Penalty: 5284.317383
	Iteration 31Q: 3 clusters Score -7892510 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -7892616.000000 Penalty: 5284.317383
	Iteration 32Q: 3 clusters Score -7892616 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -7892736.000000 Penalty: 5284.317383
	Iteration 33Q: 3 clusters Score -7892736 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -7892801.000000 Penalty: 5284.317383
	Iteration 34Q: 3 clusters Score -7892801 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -7892842.500000 Penalty: 5284.317383
	Iteration 35Q: 3 clusters Score -7892842 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -7892916.000000 Penalty: 5284.317383
	Iteration 36Q: 3 clusters Score -7892916 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -7892992.000000 Penalty: 5284.317383
	Iteration 37Q: 3 clusters Score -7892992 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -7893006.000000 Penalty: 5284.317383
	Iteration 38Q: 3 clusters Score -7893006 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -7893047.500000 Penalty: 5284.317383
	Iteration 39Q: 3 clusters Score -7893048 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -7893071.000000 Penalty: 5284.317383
	Iteration 40F: 3 clusters Score -7893071 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -7893108.000000 Penalty: 5284.317383
	Iteration 41Q: 3 clusters Score -7893108 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -7893105.500000 Penalty: 5284.317383
	Iteration 42Q: 3 clusters Score -7893106 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -7893136.000000 Penalty: 5284.317383
	Iteration 43Q: 3 clusters Score -7893136 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -7893147.000000 Penalty: 5284.317383
	Iteration 44Q: 3 clusters Score -7893147 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -7893192.000000 Penalty: 5284.317383
	Iteration 45Q: 3 clusters Score -7893192 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -7893185.500000 Penalty: 5284.317383
	Iteration 46Q: 3 clusters Score -7893186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -7893218.000000 Penalty: 5284.317383
	Iteration 47Q: 3 clusters Score -7893218 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -7893251.500000 Penalty: 5284.317383
	Iteration 48Q: 3 clusters Score -7893252 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -7893274.500000 Penalty: 5284.317383
	Iteration 49Q: 3 clusters Score -7893274 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -7893289.000000 Penalty: 5284.317383
	Iteration 50Q: 3 clusters Score -7893289 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -7893291.500000 Penalty: 5284.317383
	Iteration 51Q: 3 clusters Score -7893292 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -7893323.500000 Penalty: 5284.317383
	Iteration 52Q: 3 clusters Score -7893324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -7893351.000000 Penalty: 5284.317383
	Iteration 53Q: 3 clusters Score -7893351 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -7893360.000000 Penalty: 5284.317383
	Iteration 54Q: 3 clusters Score -7893360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -7893375.000000 Penalty: 5284.317383
	Iteration 55Q: 3 clusters Score -7893375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7893373 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -7893406.500000 Penalty: 5284.317383
	Iteration 57Q: 3 clusters Score -7893406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7893408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -7893422.500000 Penalty: 5284.317383
	Iteration 59Q: 3 clusters Score -7893422 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -7893424.000000 Penalty: 5284.317383
	Iteration 60F: 3 clusters Score -7893424 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -7893444.500000 Penalty: 5284.317383
	Iteration 61Q: 3 clusters Score -7893444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -7893462.500000 Penalty: 5284.317383
	Iteration 62Q: 3 clusters Score -7893462 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7893478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7893474.500000 Penalty: 5284.317383
	Iteration 64Q: 3 clusters Score -7893474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -7893499.000000 Penalty: 5284.317383
	Iteration 65Q: 3 clusters Score -7893499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -7893499.000000 Penalty: 5284.317383
	Iteration 66Q: 3 clusters Score -7893499 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -7893490.500000 Penalty: 5284.317383
	Iteration 67Q: 3 clusters Score -7893490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -7893481.000000 Penalty: 5284.317383
	Iteration 68Q: 3 clusters Score -7893481 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -7893504.000000 Penalty: 5284.317383
	Iteration 69Q: 3 clusters Score -7893504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -7893523.500000 Penalty: 5284.317383
	Iteration 70Q: 3 clusters Score -7893524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -7893517.500000 Penalty: 5284.317383
	Iteration 71Q: 3 clusters Score -7893518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -7893520.000000 Penalty: 5284.317383
	Iteration 72Q: 3 clusters Score -7893520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -7893520.000000 Penalty: 5284.317383
	Iteration 73Q: 3 clusters Score -7893520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -7893518.000000 Penalty: 5284.317383
	Iteration 74Q: 3 clusters Score -7893518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -7893514.000000 Penalty: 5284.317383
	Iteration 75Q: 3 clusters Score -7893514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7893520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7893510.500000 Penalty: 5284.317383
	Iteration 77Q: 3 clusters Score -7893510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -7893494.000000 Penalty: 5284.317383
	Iteration 78Q: 3 clusters Score -7893494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -7893488.000000 Penalty: 5284.317383
	Iteration 79Q: 3 clusters Score -7893488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -7893482.500000 Penalty: 5284.317383
	Iteration 80F: 3 clusters Score -7893482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -7893495.500000 Penalty: 5284.317383
	Iteration 81Q: 3 clusters Score -7893496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -7893504.000000 Penalty: 5284.317383
	Iteration 82Q: 3 clusters Score -7893504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -7893503.500000 Penalty: 5284.317383
	Iteration 83Q: 3 clusters Score -7893504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -7893512.500000 Penalty: 5284.317383
	Iteration 84Q: 3 clusters Score -7893512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -7893506.000000 Penalty: 5284.317383
	Iteration 85Q: 3 clusters Score -7893506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -7893511.000000 Penalty: 5284.317383
	Iteration 86Q: 3 clusters Score -7893511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -7893512.500000 Penalty: 5284.317383
	Iteration 87Q: 3 clusters Score -7893512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -7893521.500000 Penalty: 5284.317383
	Iteration 88Q: 3 clusters Score -7893522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -7893541.000000 Penalty: 5284.317383
	Iteration 89Q: 3 clusters Score -7893541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -7893544.500000 Penalty: 5284.317383
	Iteration 90Q: 3 clusters Score -7893544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -7893564.000000 Penalty: 5284.317383
	Iteration 91Q: 3 clusters Score -7893564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7893556.500000 Penalty: 5284.317383
	Iteration 92Q: 3 clusters Score -7893556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -7893548.000000 Penalty: 5284.317383
	Iteration 93Q: 3 clusters Score -7893548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -7893557.000000 Penalty: 5284.317383
	Iteration 94Q: 3 clusters Score -7893557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7893564.000000 Penalty: 5284.317383
	Iteration 95Q: 3 clusters Score -7893564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7893548.500000 Penalty: 5284.317383
	Iteration 96Q: 3 clusters Score -7893548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -7893570.000000 Penalty: 5284.317383
	Iteration 97Q: 3 clusters Score -7893570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -7893557.000000 Penalty: 5284.317383
	Iteration 98Q: 3 clusters Score -7893557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -7893562.000000 Penalty: 5284.317383
	Iteration 99Q: 3 clusters Score -7893562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -7893566.500000 Penalty: 5284.317383
	Iteration 100F: 3 clusters Score -7893566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -7893567.000000 Penalty: 5284.317383
	Iteration 101Q: 3 clusters Score -7893567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -7893563.000000 Penalty: 5284.317383
	Iteration 102Q: 3 clusters Score -7893563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -7893588.500000 Penalty: 5284.317383
	Iteration 103Q: 3 clusters Score -7893588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -7893578.000000 Penalty: 5284.317383
	Iteration 104Q: 3 clusters Score -7893578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -7893573.000000 Penalty: 5284.317383
	Iteration 105Q: 3 clusters Score -7893573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -7893564.000000 Penalty: 5284.317383
	Iteration 106Q: 3 clusters Score -7893564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -7893563.000000 Penalty: 5284.317383
	Iteration 107Q: 3 clusters Score -7893563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -7893564.500000 Penalty: 5284.317383
	Iteration 108Q: 3 clusters Score -7893564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -7893568.000000 Penalty: 5284.317383
	Iteration 109Q: 3 clusters Score -7893568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -7893577.500000 Penalty: 5284.317383
	Iteration 110Q: 3 clusters Score -7893578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -7893568.000000 Penalty: 5284.317383
	Iteration 111Q: 3 clusters Score -7893568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -7893590.000000 Penalty: 5284.317383
	Iteration 112Q: 3 clusters Score -7893590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -7893598.000000 Penalty: 5284.317383
	Iteration 113Q: 3 clusters Score -7893598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -7893602.500000 Penalty: 5284.317383
	Iteration 114Q: 3 clusters Score -7893602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7893614.000000 Penalty: 5284.317383
	Iteration 115Q: 3 clusters Score -7893614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -7893617.500000 Penalty: 5284.317383
	Iteration 116Q: 3 clusters Score -7893618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -7893626.000000 Penalty: 5284.317383
	Iteration 117Q: 3 clusters Score -7893626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -7893631.000000 Penalty: 5284.317383
	Iteration 118Q: 3 clusters Score -7893631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -7893624.500000 Penalty: 5284.317383
	Iteration 119Q: 3 clusters Score -7893624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7893628.000000 Penalty: 5284.317383
	Iteration 120F: 3 clusters Score -7893628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -7893631.500000 Penalty: 5284.317383
	Iteration 121Q: 3 clusters Score -7893632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -7893636.500000 Penalty: 5284.317383
	Iteration 122Q: 3 clusters Score -7893636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -7893651.000000 Penalty: 5284.317383
	Iteration 123Q: 3 clusters Score -7893651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -7893652.500000 Penalty: 5284.317383
	Iteration 124Q: 3 clusters Score -7893652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -7893672.500000 Penalty: 5284.317383
	Iteration 125Q: 3 clusters Score -7893672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -7893684.000000 Penalty: 5284.317383
	Iteration 126Q: 3 clusters Score -7893684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -7893695.500000 Penalty: 5284.317383
	Iteration 127Q: 3 clusters Score -7893696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -7893692.000000 Penalty: 5284.317383
	Iteration 128Q: 3 clusters Score -7893692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -7893714.000000 Penalty: 5284.317383
	Iteration 129Q: 3 clusters Score -7893714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -7893719.500000 Penalty: 5284.317383
	Iteration 130Q: 3 clusters Score -7893720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -7893710.000000 Penalty: 5284.317383
	Iteration 131Q: 3 clusters Score -7893710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -7893715.500000 Penalty: 5284.317383
	Iteration 132Q: 3 clusters Score -7893716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -7893725.500000 Penalty: 5284.317383
	Iteration 133Q: 3 clusters Score -7893726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -7893731.000000 Penalty: 5284.317383
	Iteration 134Q: 3 clusters Score -7893731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -7893743.000000 Penalty: 5284.317383
	Iteration 135Q: 3 clusters Score -7893743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -7893751.500000 Penalty: 5284.317383
	Iteration 136Q: 3 clusters Score -7893752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -7893750.500000 Penalty: 5284.317383
	Iteration 137Q: 3 clusters Score -7893750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -7893752.000000 Penalty: 5284.317383
	Iteration 138Q: 3 clusters Score -7893752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -7893763.500000 Penalty: 5284.317383
	Iteration 139Q: 3 clusters Score -7893764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -7893767.000000 Penalty: 5284.317383
	Iteration 140F: 3 clusters Score -7893767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -7893778.000000 Penalty: 5284.317383
	Iteration 141Q: 3 clusters Score -7893778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -7893794.000000 Penalty: 5284.317383
	Iteration 142Q: 3 clusters Score -7893794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -7893789.500000 Penalty: 5284.317383
	Iteration 143Q: 3 clusters Score -7893790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -7893781.000000 Penalty: 5284.317383
	Iteration 144Q: 3 clusters Score -7893781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -7893788.000000 Penalty: 5284.317383
	Iteration 145Q: 3 clusters Score -7893788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -7893791.500000 Penalty: 5284.317383
	Iteration 146Q: 3 clusters Score -7893792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -7893782.000000 Penalty: 5284.317383
	Iteration 147Q: 3 clusters Score -7893782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -7893786.000000 Penalty: 5284.317383
	Iteration 148Q: 3 clusters Score -7893786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -7893787.000000 Penalty: 5284.317383
	Iteration 149Q: 3 clusters Score -7893787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -7893793.000000 Penalty: 5284.317383
	Iteration 150Q: 3 clusters Score -7893793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -7893794.500000 Penalty: 5284.317383
	Iteration 151Q: 3 clusters Score -7893794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -7893799.000000 Penalty: 5284.317383
	Iteration 152Q: 3 clusters Score -7893799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -7893806.000000 Penalty: 5284.317383
	Iteration 153Q: 3 clusters Score -7893806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -7893818.000000 Penalty: 5284.317383
	Iteration 154Q: 3 clusters Score -7893818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -7893821.000000 Penalty: 5284.317383
	Iteration 155Q: 3 clusters Score -7893821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -7893822.500000 Penalty: 5284.317383
	Iteration 156Q: 3 clusters Score -7893822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -7893811.000000 Penalty: 5284.317383
	Iteration 157Q: 3 clusters Score -7893811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -7893818.000000 Penalty: 5284.317383
	Iteration 158Q: 3 clusters Score -7893818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -7893831.000000 Penalty: 5284.317383
	Iteration 159Q: 3 clusters Score -7893831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -7893838.500000 Penalty: 5284.317383
	Iteration 160F: 3 clusters Score -7893838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -7893845.500000 Penalty: 5284.317383
	Iteration 161Q: 3 clusters Score -7893846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -7893838.500000 Penalty: 5284.317383
	Iteration 162Q: 3 clusters Score -7893838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -7893856.000000 Penalty: 5284.317383
	Iteration 163Q: 3 clusters Score -7893856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -7893857.000000 Penalty: 5284.317383
	Iteration 164Q: 3 clusters Score -7893857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -7893854.500000 Penalty: 5284.317383
	Iteration 165Q: 3 clusters Score -7893854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -7893843.500000 Penalty: 5284.317383
	Iteration 166Q: 3 clusters Score -7893844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -7893846.500000 Penalty: 5284.317383
	Iteration 167Q: 3 clusters Score -7893846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -7893837.000000 Penalty: 5284.317383
	Iteration 168Q: 3 clusters Score -7893837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -7893844.500000 Penalty: 5284.317383
	Iteration 169Q: 3 clusters Score -7893844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -7893859.000000 Penalty: 5284.317383
	Iteration 170Q: 3 clusters Score -7893859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -7893849.000000 Penalty: 5284.317383
	Iteration 171Q: 3 clusters Score -7893849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -7893851.000000 Penalty: 5284.317383
	Iteration 172Q: 3 clusters Score -7893851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7893847.000000 Penalty: 5284.317383
	Iteration 173Q: 3 clusters Score -7893847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -7893844.500000 Penalty: 5284.317383
	Iteration 174Q: 3 clusters Score -7893844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -7893849.500000 Penalty: 5284.317383
	Iteration 175Q: 3 clusters Score -7893850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -7893858.000000 Penalty: 5284.317383
	Iteration 176Q: 3 clusters Score -7893858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -7893856.500000 Penalty: 5284.317383
	Iteration 177Q: 3 clusters Score -7893856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -7893852.500000 Penalty: 5284.317383
	Iteration 178Q: 3 clusters Score -7893852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -7893856.000000 Penalty: 5284.317383
	Iteration 179Q: 3 clusters Score -7893856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -7893852.000000 Penalty: 5284.317383
	Iteration 180F: 3 clusters Score -7893852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -7893854.500000 Penalty: 5284.317383
	Iteration 181Q: 3 clusters Score -7893854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -7893848.500000 Penalty: 5284.317383
	Iteration 182Q: 3 clusters Score -7893848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -7893846.000000 Penalty: 5284.317383
	Iteration 183Q: 3 clusters Score -7893846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -7893852.500000 Penalty: 5284.317383
	Iteration 184Q: 3 clusters Score -7893852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -7893849.500000 Penalty: 5284.317383
	Iteration 185Q: 3 clusters Score -7893850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -7893851.000000 Penalty: 5284.317383
	Iteration 186Q: 3 clusters Score -7893851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -7893856.000000 Penalty: 5284.317383
	Iteration 187Q: 3 clusters Score -7893856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -7893855.500000 Penalty: 5284.317383
	Iteration 188Q: 3 clusters Score -7893856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -7893860.000000 Penalty: 5284.317383
	Iteration 189Q: 3 clusters Score -7893860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -7893850.000000 Penalty: 5284.317383
	Iteration 190Q: 3 clusters Score -7893850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -7893863.000000 Penalty: 5284.317383
	Iteration 191Q: 3 clusters Score -7893863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -7893855.500000 Penalty: 5284.317383
	Iteration 192Q: 3 clusters Score -7893856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -7893861.500000 Penalty: 5284.317383
	Iteration 193Q: 3 clusters Score -7893862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -7893862.000000 Penalty: 5284.317383
	Iteration 194Q: 3 clusters Score -7893862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -7893867.500000 Penalty: 5284.317383
	Iteration 195Q: 3 clusters Score -7893868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -7893870.000000 Penalty: 5284.317383
	Iteration 196Q: 3 clusters Score -7893870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -7893871.000000 Penalty: 5284.317383
	Iteration 197Q: 3 clusters Score -7893871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -7893867.500000 Penalty: 5284.317383
	Iteration 198Q: 3 clusters Score -7893868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -7893861.500000 Penalty: 5284.317383
	Iteration 199Q: 3 clusters Score -7893862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -7893869.000000 Penalty: 5284.317383
	Iteration 200F: 3 clusters Score -7893869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -130498.898438 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -130498.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -128726.218750 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -128726.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129399.382812 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -129399.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129783.937500 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -129783.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -130275.945312 Penalty: 3361.147461
	Iteration 3F: 3 clusters Score -130275.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130854.882812 Penalty: 3361.147461
	Iteration 4F: 3 clusters Score -130854.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -131105.484375 Penalty: 3361.147461
	Iteration 5F: 3 clusters Score -131105.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -131218.812500 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -131218.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -131294.062500 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -131294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -131307.421875 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -131307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -131320.937500 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -131320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -131333.156250 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -131333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -131345.031250 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -131345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -131361.984375 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -131362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -131368.781250 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -131368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -131372.937500 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -131372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -131372.937500 Penalty: 3361.147461
	Iteration 15F: 3 clusters Score -131372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29105 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31291 members 
Mstep: Class 5 contains 46399 members 
Mstep: Class 6 contains 43403 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 45856 members 
Mstep: Class 9 contains 4180 members 
Mstep: Class 10 contains 49661 members 
Mstep: Class 11 contains 37570 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42356 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35413 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48953 members 
Mstep: Class 23 contains 49901 members 
Mstep: Class 24 contains 50069 members 
Mstep: Class 25 contains 52517 members 
Mstep: Class 26 contains 397 members 
Entering Unmasked Estep 
Score: -110183168.000000 Penalty: 85816.687500
Splitting cluster 14 changes total score from -110183752.000000 to -110183168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -432782.062500 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -432782.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -429955.468750 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -429955.5 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -430482.593750 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -430482.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -430618.656250 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -430618.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -430684.062500 Penalty: 3846.435547
	Iteration 3Q: 3 clusters Score -430684.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -430712.687500 Penalty: 3846.435547
	Iteration 4Q: 3 clusters Score -430712.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -430730.312500 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -430730.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -430742.375000 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -430742.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -430752.718750 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -430752.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -430762.156250 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -430762.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -430771.093750 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -430771.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -430776.093750 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -430776.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -430778.906250 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -430778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -430780.062500 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -430780.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -430780.062500 Penalty: 3846.435547
	Iteration 13F: 3 clusters Score -430780.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -206128.000000 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -206128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -204035.531250 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -204035.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -204426.359375 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -204426.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -204571.406250 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -204571.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -204647.906250 Penalty: 3542.450195
	Iteration 3Q: 3 clusters Score -204647.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -204721.546875 Penalty: 3542.450195
	Iteration 4Q: 3 clusters Score -204721.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -204792.500000 Penalty: 3542.450195
	Iteration 5Q: 3 clusters Score -204792.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -204854.125000 Penalty: 3542.450195
	Iteration 6Q: 3 clusters Score -204854.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -204915.359375 Penalty: 3542.450195
	Iteration 7Q: 3 clusters Score -204915.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -204958.468750 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -204958.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -205003.703125 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -205003.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -205041.359375 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -205041.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -205070.968750 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -205071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -205098.359375 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -205098.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -205120.734375 Penalty: 3542.450195
	Iteration 13Q: 3 clusters Score -205120.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -205136.406250 Penalty: 3542.450195
	Iteration 14Q: 3 clusters Score -205136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -205150.562500 Penalty: 3542.450195
	Iteration 15Q: 3 clusters Score -205150.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -205164.406250 Penalty: 3542.450195
	Iteration 16Q: 3 clusters Score -205164.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -205193.640625 Penalty: 3542.450195
	Iteration 17Q: 3 clusters Score -205193.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -205217.281250 Penalty: 3542.450195
	Iteration 18Q: 3 clusters Score -205217.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205230.250000 Penalty: 3542.450195
	Iteration 19Q: 3 clusters Score -205230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -205242.000000 Penalty: 3542.450195
	Iteration 20F: 3 clusters Score -205242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -205249.718750 Penalty: 3542.450195
	Iteration 21Q: 3 clusters Score -205249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -205257.640625 Penalty: 3542.450195
	Iteration 22Q: 3 clusters Score -205257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -205259.265625 Penalty: 3542.450195
	Iteration 23Q: 3 clusters Score -205259.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -205259.265625 Penalty: 3542.450195
	Iteration 24F: 3 clusters Score -205259.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Entering Unmasked Estep 
Score: -3237576.250000 Penalty: 2421.000000
	Iteration 0F: 2 clusters Score -3237576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3225184.250000 Penalty: 4842.000000
	Iteration 0F: 3 clusters Score -3225184 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -3229171.750000 Penalty: 4842.000000
	Iteration 1F: 3 clusters Score -3229172 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3229653.250000 Penalty: 4842.000000
	Iteration 2F: 3 clusters Score -3229653 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3230022.500000 Penalty: 4842.000000
	Iteration 3F: 3 clusters Score -3230022 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3230394.500000 Penalty: 4842.000000
	Iteration 4Q: 3 clusters Score -3230394 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3230893.000000 Penalty: 4842.000000
	Iteration 5Q: 3 clusters Score -3230893 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3231532.250000 Penalty: 4842.000000
	Iteration 6F: 3 clusters Score -3231532 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3232329.500000 Penalty: 4842.000000
	Iteration 7F: 3 clusters Score -3232330 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3233278.750000 Penalty: 4842.000000
	Iteration 8F: 3 clusters Score -3233279 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3234128.500000 Penalty: 4842.000000
	Iteration 9F: 3 clusters Score -3234128 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3234710.500000 Penalty: 4842.000000
	Iteration 10Q: 3 clusters Score -3234710 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3235005.500000 Penalty: 4842.000000
	Iteration 11Q: 3 clusters Score -3235006 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3235170.000000 Penalty: 4842.000000
	Iteration 12Q: 3 clusters Score -3235170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3235249.750000 Penalty: 4842.000000
	Iteration 13Q: 3 clusters Score -3235250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3235300.500000 Penalty: 4842.000000
	Iteration 14Q: 3 clusters Score -3235300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3235335.000000 Penalty: 4842.000000
	Iteration 15Q: 3 clusters Score -3235335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3235372.750000 Penalty: 4842.000000
	Iteration 16Q: 3 clusters Score -3235373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3235389.750000 Penalty: 4842.000000
	Iteration 17Q: 3 clusters Score -3235390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3235395.750000 Penalty: 4842.000000
	Iteration 18Q: 3 clusters Score -3235396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3235402.250000 Penalty: 4842.000000
	Iteration 19Q: 3 clusters Score -3235402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3235402.250000 Penalty: 4842.000000
	Iteration 20F: 3 clusters Score -3235402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -445123.531250 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -445123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -442132.312500 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -442132.3 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -442724.156250 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -442724.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -442888.000000 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -442888 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -442974.062500 Penalty: 3891.520508
	Iteration 3Q: 3 clusters Score -442974.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -443042.093750 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -443042.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -443107.625000 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -443107.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -443164.437500 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -443164.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -443209.218750 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -443209.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -443249.093750 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -443249.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -443279.812500 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -443279.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -443307.500000 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -443307.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -443332.250000 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -443332.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -443352.906250 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -443352.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -443366.406250 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -443366.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -443381.406250 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -443381.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -443395.343750 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -443395.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -443405.125000 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -443405.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -443414.406250 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -443414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -443426.843750 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -443426.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -443447.125000 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -443447.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -443462.218750 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -443462.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443472.031250 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -443472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -443479.625000 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -443479.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -443483.156250 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -443483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -443488.875000 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -443488.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -443493.375000 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -443493.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443496.906250 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -443496.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -443500.687500 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -443500.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -443503.468750 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -443503.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -443507.687500 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -443507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -443509.281250 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -443509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -443511.437500 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -443511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443512.156250 Penalty: 3891.520508
	Iteration 32Q: 3 clusters Score -443512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -443513.812500 Penalty: 3891.520508
	Iteration 33Q: 3 clusters Score -443513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -443514.062500 Penalty: 3891.520508
	Iteration 34Q: 3 clusters Score -443514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443515.687500 Penalty: 3891.520508
	Iteration 35Q: 3 clusters Score -443515.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443517.281250 Penalty: 3891.520508
	Iteration 36Q: 3 clusters Score -443517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443519.906250 Penalty: 3891.520508
	Iteration 37Q: 3 clusters Score -443519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443523.000000 Penalty: 3891.520508
	Iteration 38Q: 3 clusters Score -443523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443523.000000 Penalty: 3891.520508
	Iteration 39F: 3 clusters Score -443523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Entering Unmasked Estep 
Score: -6525212.500000 Penalty: 2597.759033
	Iteration 0F: 2 clusters Score -6525212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -6501121.500000 Penalty: 5195.518066
	Iteration 0F: 3 clusters Score -6501122 nChanged 16010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -6509717.000000 Penalty: 5195.518066
	Iteration 1F: 3 clusters Score -6509717 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -6510162.500000 Penalty: 5195.518066
	Iteration 2Q: 3 clusters Score -6510162 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -6510675.500000 Penalty: 5195.518066
	Iteration 3Q: 3 clusters Score -6510676 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -6511147.500000 Penalty: 5195.518066
	Iteration 4Q: 3 clusters Score -6511148 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -6511886.000000 Penalty: 5195.518066
	Iteration 5Q: 3 clusters Score -6511886 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -6512990.000000 Penalty: 5195.518066
	Iteration 6F: 3 clusters Score -6512990 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -6514619.000000 Penalty: 5195.518066
	Iteration 7F: 3 clusters Score -6514619 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -6516814.500000 Penalty: 5195.518066
	Iteration 8F: 3 clusters Score -6516814 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -6519150.500000 Penalty: 5195.518066
	Iteration 9F: 3 clusters Score -6519150 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6520925.000000 Penalty: 5195.518066
	Iteration 10F: 3 clusters Score -6520925 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6521902.500000 Penalty: 5195.518066
	Iteration 11Q: 3 clusters Score -6521902 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6522437.000000 Penalty: 5195.518066
	Iteration 12Q: 3 clusters Score -6522437 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6522658.000000 Penalty: 5195.518066
	Iteration 13Q: 3 clusters Score -6522658 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6522804.500000 Penalty: 5195.518066
	Iteration 14Q: 3 clusters Score -6522804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6522865.000000 Penalty: 5195.518066
	Iteration 15Q: 3 clusters Score -6522865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6522905.000000 Penalty: 5195.518066
	Iteration 16Q: 3 clusters Score -6522905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6522941.000000 Penalty: 5195.518066
	Iteration 17Q: 3 clusters Score -6522941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6522981.000000 Penalty: 5195.518066
	Iteration 18Q: 3 clusters Score -6522981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6522990.500000 Penalty: 5195.518066
	Iteration 19Q: 3 clusters Score -6522990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6523003.500000 Penalty: 5195.518066
	Iteration 20F: 3 clusters Score -6523004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6523001.500000 Penalty: 5195.518066
	Iteration 21Q: 3 clusters Score -6523002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6523012.500000 Penalty: 5195.518066
	Iteration 22Q: 3 clusters Score -6523012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6523015.000000 Penalty: 5195.518066
	Iteration 23Q: 3 clusters Score -6523015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6523027.500000 Penalty: 5195.518066
	Iteration 24Q: 3 clusters Score -6523028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6523032.000000 Penalty: 5195.518066
	Iteration 25Q: 3 clusters Score -6523032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6523035.500000 Penalty: 5195.518066
	Iteration 26Q: 3 clusters Score -6523036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6523036.000000 Penalty: 5195.518066
	Iteration 27Q: 3 clusters Score -6523036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6523039.000000 Penalty: 5195.518066
	Iteration 28Q: 3 clusters Score -6523039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6523044.000000 Penalty: 5195.518066
	Iteration 29Q: 3 clusters Score -6523044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6523047.500000 Penalty: 5195.518066
	Iteration 30Q: 3 clusters Score -6523048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6523047.000000 Penalty: 5195.518066
	Iteration 31Q: 3 clusters Score -6523047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6523047.000000 Penalty: 5195.518066
	Iteration 32F: 3 clusters Score -6523047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -78797.179688 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -78797.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -77391.109375 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -77391.11 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77880.882812 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -77880.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78093.171875 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -78093.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78296.984375 Penalty: 3060.126709
	Iteration 3F: 3 clusters Score -78296.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78494.859375 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -78494.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78543.414062 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -78543.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78576.515625 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -78576.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78634.812500 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -78634.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78673.039062 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -78673.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78685.296875 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -78685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78713.242188 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -78713.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78722.828125 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -78722.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78726.687500 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -78726.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78726.687500 Penalty: 3060.126709
	Iteration 13F: 3 clusters Score -78726.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -232762.687500 Penalty: 1785.334961
	Iteration 0F: 2 clusters Score -232762.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -230652.500000 Penalty: 3570.669922
	Iteration 0F: 3 clusters Score -230652.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -231193.750000 Penalty: 3570.669922
	Iteration 1F: 3 clusters Score -231193.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -231367.500000 Penalty: 3570.669922
	Iteration 2F: 3 clusters Score -231367.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -231510.921875 Penalty: 3570.669922
	Iteration 3F: 3 clusters Score -231510.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -231675.500000 Penalty: 3570.669922
	Iteration 4Q: 3 clusters Score -231675.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -231715.437500 Penalty: 3570.669922
	Iteration 5Q: 3 clusters Score -231715.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -231742.515625 Penalty: 3570.669922
	Iteration 6Q: 3 clusters Score -231742.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -231762.375000 Penalty: 3570.669922
	Iteration 7Q: 3 clusters Score -231762.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -231773.484375 Penalty: 3570.669922
	Iteration 8Q: 3 clusters Score -231773.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -231786.796875 Penalty: 3570.669922
	Iteration 9Q: 3 clusters Score -231786.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -231800.093750 Penalty: 3570.669922
	Iteration 10Q: 3 clusters Score -231800.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -231813.093750 Penalty: 3570.669922
	Iteration 11Q: 3 clusters Score -231813.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -231823.156250 Penalty: 3570.669922
	Iteration 12Q: 3 clusters Score -231823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -231831.453125 Penalty: 3570.669922
	Iteration 13Q: 3 clusters Score -231831.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -231845.593750 Penalty: 3570.669922
	Iteration 14Q: 3 clusters Score -231845.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -231862.921875 Penalty: 3570.669922
	Iteration 15Q: 3 clusters Score -231862.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -231873.953125 Penalty: 3570.669922
	Iteration 16Q: 3 clusters Score -231874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -231885.671875 Penalty: 3570.669922
	Iteration 17Q: 3 clusters Score -231885.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -231890.671875 Penalty: 3570.669922
	Iteration 18Q: 3 clusters Score -231890.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -231898.640625 Penalty: 3570.669922
	Iteration 19Q: 3 clusters Score -231898.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -231914.781250 Penalty: 3570.669922
	Iteration 20F: 3 clusters Score -231914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -231921.109375 Penalty: 3570.669922
	Iteration 21Q: 3 clusters Score -231921.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -231927.531250 Penalty: 3570.669922
	Iteration 22Q: 3 clusters Score -231927.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -231929.562500 Penalty: 3570.669922
	Iteration 23Q: 3 clusters Score -231929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -231933.078125 Penalty: 3570.669922
	Iteration 24Q: 3 clusters Score -231933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -231936.546875 Penalty: 3570.669922
	Iteration 25Q: 3 clusters Score -231936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -231939.203125 Penalty: 3570.669922
	Iteration 26Q: 3 clusters Score -231939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -231941.828125 Penalty: 3570.669922
	Iteration 27Q: 3 clusters Score -231941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -231942.250000 Penalty: 3570.669922
	Iteration 28Q: 3 clusters Score -231942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -231944.421875 Penalty: 3570.669922
	Iteration 29Q: 3 clusters Score -231944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -231947.796875 Penalty: 3570.669922
	Iteration 30Q: 3 clusters Score -231947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -231952.421875 Penalty: 3570.669922
	Iteration 31Q: 3 clusters Score -231952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -231958.031250 Penalty: 3570.669922
	Iteration 32Q: 3 clusters Score -231958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -231966.375000 Penalty: 3570.669922
	Iteration 33Q: 3 clusters Score -231966.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -231976.625000 Penalty: 3570.669922
	Iteration 34Q: 3 clusters Score -231976.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -231982.375000 Penalty: 3570.669922
	Iteration 35Q: 3 clusters Score -231982.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -231988.375000 Penalty: 3570.669922
	Iteration 36Q: 3 clusters Score -231988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -231992.750000 Penalty: 3570.669922
	Iteration 37Q: 3 clusters Score -231992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -231996.953125 Penalty: 3570.669922
	Iteration 38Q: 3 clusters Score -231997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -232001.531250 Penalty: 3570.669922
	Iteration 39Q: 3 clusters Score -232001.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -232006.140625 Penalty: 3570.669922
	Iteration 40F: 3 clusters Score -232006.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -232015.265625 Penalty: 3570.669922
	Iteration 41Q: 3 clusters Score -232015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -232019.625000 Penalty: 3570.669922
	Iteration 42Q: 3 clusters Score -232019.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -232025.109375 Penalty: 3570.669922
	Iteration 43Q: 3 clusters Score -232025.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -232032.859375 Penalty: 3570.669922
	Iteration 44Q: 3 clusters Score -232032.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -232047.125000 Penalty: 3570.669922
	Iteration 45Q: 3 clusters Score -232047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -232061.421875 Penalty: 3570.669922
	Iteration 46Q: 3 clusters Score -232061.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -232071.421875 Penalty: 3570.669922
	Iteration 47Q: 3 clusters Score -232071.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -232089.359375 Penalty: 3570.669922
	Iteration 48Q: 3 clusters Score -232089.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -232106.843750 Penalty: 3570.669922
	Iteration 49Q: 3 clusters Score -232106.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -232128.625000 Penalty: 3570.669922
	Iteration 50Q: 3 clusters Score -232128.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -232150.796875 Penalty: 3570.669922
	Iteration 51Q: 3 clusters Score -232150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -232170.468750 Penalty: 3570.669922
	Iteration 52Q: 3 clusters Score -232170.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -232199.546875 Penalty: 3570.669922
	Iteration 53Q: 3 clusters Score -232199.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -232229.921875 Penalty: 3570.669922
	Iteration 54Q: 3 clusters Score -232229.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -232246.046875 Penalty: 3570.669922
	Iteration 55Q: 3 clusters Score -232246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -232271.953125 Penalty: 3570.669922
	Iteration 56Q: 3 clusters Score -232272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -232306.468750 Penalty: 3570.669922
	Iteration 57Q: 3 clusters Score -232306.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -232342.375000 Penalty: 3570.669922
	Iteration 58Q: 3 clusters Score -232342.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -232378.718750 Penalty: 3570.669922
	Iteration 59Q: 3 clusters Score -232378.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -232390.468750 Penalty: 3570.669922
	Iteration 60F: 3 clusters Score -232390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -232407.890625 Penalty: 3570.669922
	Iteration 61Q: 3 clusters Score -232407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -232420.578125 Penalty: 3570.669922
	Iteration 62Q: 3 clusters Score -232420.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -232434.843750 Penalty: 3570.669922
	Iteration 63Q: 3 clusters Score -232434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -232441.484375 Penalty: 3570.669922
	Iteration 64Q: 3 clusters Score -232441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -232446.468750 Penalty: 3570.669922
	Iteration 65Q: 3 clusters Score -232446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -232450.109375 Penalty: 3570.669922
	Iteration 66Q: 3 clusters Score -232450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -232459.171875 Penalty: 3570.669922
	Iteration 67Q: 3 clusters Score -232459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -232461.078125 Penalty: 3570.669922
	Iteration 68Q: 3 clusters Score -232461.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -232461.906250 Penalty: 3570.669922
	Iteration 69Q: 3 clusters Score -232461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -232463.750000 Penalty: 3570.669922
	Iteration 70Q: 3 clusters Score -232463.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -232468.718750 Penalty: 3570.669922
	Iteration 71Q: 3 clusters Score -232468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -232472.625000 Penalty: 3570.669922
	Iteration 72Q: 3 clusters Score -232472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -232475.781250 Penalty: 3570.669922
	Iteration 73Q: 3 clusters Score -232475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -232477.171875 Penalty: 3570.669922
	Iteration 74Q: 3 clusters Score -232477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -232478.796875 Penalty: 3570.669922
	Iteration 75Q: 3 clusters Score -232478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -232480.125000 Penalty: 3570.669922
	Iteration 76Q: 3 clusters Score -232480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -232480.671875 Penalty: 3570.669922
	Iteration 77Q: 3 clusters Score -232480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -232481.062500 Penalty: 3570.669922
	Iteration 78Q: 3 clusters Score -232481.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -232481.062500 Penalty: 3570.669922
	Iteration 79F: 3 clusters Score -232481.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Entering Unmasked Estep 
Score: -9161347.000000 Penalty: 2678.056885
	Iteration 0F: 2 clusters Score -9161347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -9129794.000000 Penalty: 5356.113770
	Iteration 0F: 3 clusters Score -9129794 nChanged 22534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -9142333.000000 Penalty: 5356.113770
	Iteration 1F: 3 clusters Score -9142333 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -9142799.000000 Penalty: 5356.113770
	Iteration 2Q: 3 clusters Score -9142799 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -9143147.000000 Penalty: 5356.113770
	Iteration 3Q: 3 clusters Score -9143147 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -9143458.000000 Penalty: 5356.113770
	Iteration 4Q: 3 clusters Score -9143458 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -9143787.000000 Penalty: 5356.113770
	Iteration 5Q: 3 clusters Score -9143787 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -9144240.000000 Penalty: 5356.113770
	Iteration 6Q: 3 clusters Score -9144240 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -9144974.000000 Penalty: 5356.113770
	Iteration 7Q: 3 clusters Score -9144974 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -9146022.000000 Penalty: 5356.113770
	Iteration 8Q: 3 clusters Score -9146022 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -9147690.000000 Penalty: 5356.113770
	Iteration 9F: 3 clusters Score -9147690 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -9150039.000000 Penalty: 5356.113770
	Iteration 10F: 3 clusters Score -9150039 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -9152378.000000 Penalty: 5356.113770
	Iteration 11F: 3 clusters Score -9152378 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -9154493.000000 Penalty: 5356.113770
	Iteration 12F: 3 clusters Score -9154493 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -9156004.000000 Penalty: 5356.113770
	Iteration 13Q: 3 clusters Score -9156004 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -9157136.000000 Penalty: 5356.113770
	Iteration 14Q: 3 clusters Score -9157136 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -9157833.000000 Penalty: 5356.113770
	Iteration 15Q: 3 clusters Score -9157833 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -9158323.000000 Penalty: 5356.113770
	Iteration 16Q: 3 clusters Score -9158323 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -9158712.000000 Penalty: 5356.113770
	Iteration 17Q: 3 clusters Score -9158712 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -9158979.000000 Penalty: 5356.113770
	Iteration 18Q: 3 clusters Score -9158979 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -9159130.000000 Penalty: 5356.113770
	Iteration 19Q: 3 clusters Score -9159130 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -9159253.000000 Penalty: 5356.113770
	Iteration 20F: 3 clusters Score -9159253 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -9159340.000000 Penalty: 5356.113770
	Iteration 21Q: 3 clusters Score -9159340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -9159404.000000 Penalty: 5356.113770
	Iteration 22Q: 3 clusters Score -9159404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -9159440.000000 Penalty: 5356.113770
	Iteration 23Q: 3 clusters Score -9159440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -9159468.000000 Penalty: 5356.113770
	Iteration 24Q: 3 clusters Score -9159468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -9159496.000000 Penalty: 5356.113770
	Iteration 25Q: 3 clusters Score -9159496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -9159501.000000 Penalty: 5356.113770
	Iteration 26Q: 3 clusters Score -9159501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -9159509.000000 Penalty: 5356.113770
	Iteration 27Q: 3 clusters Score -9159509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -9159512.000000 Penalty: 5356.113770
	Iteration 28Q: 3 clusters Score -9159512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -9159517.000000 Penalty: 5356.113770
	Iteration 29Q: 3 clusters Score -9159517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -9159513.000000 Penalty: 5356.113770
	Iteration 30Q: 3 clusters Score -9159513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -9159515.000000 Penalty: 5356.113770
	Iteration 31Q: 3 clusters Score -9159515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -9159509.000000 Penalty: 5356.113770
	Iteration 32Q: 3 clusters Score -9159509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -9159514.000000 Penalty: 5356.113770
	Iteration 33Q: 3 clusters Score -9159514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -9159513.000000 Penalty: 5356.113770
	Iteration 34Q: 3 clusters Score -9159513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -9159511.000000 Penalty: 5356.113770
	Iteration 35Q: 3 clusters Score -9159511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -9159515.000000 Penalty: 5356.113770
	Iteration 36Q: 3 clusters Score -9159515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -9159515.000000 Penalty: 5356.113770
	Iteration 37F: 3 clusters Score -9159515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Entering Unmasked Estep 
Score: -9342860.000000 Penalty: 2682.813477
	Iteration 0F: 2 clusters Score -9342860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -9311351.000000 Penalty: 5365.626953
	Iteration 0F: 3 clusters Score -9311351 nChanged 22827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -9323803.000000 Penalty: 5365.626953
	Iteration 1F: 3 clusters Score -9323803 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -9324435.000000 Penalty: 5365.626953
	Iteration 2Q: 3 clusters Score -9324435 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -9324928.000000 Penalty: 5365.626953
	Iteration 3Q: 3 clusters Score -9324928 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -9325278.000000 Penalty: 5365.626953
	Iteration 4Q: 3 clusters Score -9325278 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -9325716.000000 Penalty: 5365.626953
	Iteration 5Q: 3 clusters Score -9325716 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -9326130.000000 Penalty: 5365.626953
	Iteration 6Q: 3 clusters Score -9326130 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -9326547.000000 Penalty: 5365.626953
	Iteration 7Q: 3 clusters Score -9326547 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -9327131.000000 Penalty: 5365.626953
	Iteration 8Q: 3 clusters Score -9327131 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -9327667.000000 Penalty: 5365.626953
	Iteration 9Q: 3 clusters Score -9327667 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -9328429.000000 Penalty: 5365.626953
	Iteration 10Q: 3 clusters Score -9328429 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -9329416.000000 Penalty: 5365.626953
	Iteration 11Q: 3 clusters Score -9329416 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -9330585.000000 Penalty: 5365.626953
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Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9331876 nChanged 2335
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Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9333216 nChanged 2086
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Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9334397 nChanged 1825
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Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9335286 nChanged 1449
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Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9335981 nChanged 1250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9336663 nChanged 1084
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Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9337262 nChanged 950
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Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9337700 nChanged 768
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Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9338104 nChanged 619
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Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9338529 nChanged 531
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Mstep: Class 1 contains 45368 members 
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9338883 nChanged 480
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Mstep: Class 1 contains 45822 members 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9339299 nChanged 417
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Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9339575 nChanged 374
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Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9339838 nChanged 357
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Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9340119 nChanged 327
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Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9340258 nChanged 312
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Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9340339 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9340426 nChanged 234
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Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9340474 nChanged 204
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Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9340560 nChanged 172
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Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9340580 nChanged 144
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Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9340603 nChanged 104
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Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9340620 nChanged 73
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Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9340666 nChanged 41
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Mstep: Class 1 contains 48792 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9340659 nChanged 42
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9340653 nChanged 45
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Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 1030 members 
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	Iteration 40F: 3 clusters Score -9340679 nChanged 48
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	Iteration 41Q: 3 clusters Score -9340679 nChanged 38
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Mstep: Class 1 contains 48951 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9340711 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9340719 nChanged 43
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Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9340730 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9340723 nChanged 28
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Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9340745 nChanged 18
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Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9340754 nChanged 18
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Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9340776 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9340770 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9340771 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9340766 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9340778 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9340789 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9340774 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9340776 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9340781 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9340781 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9340785.000000 Penalty: 5365.626953
	Iteration 58Q: 3 clusters Score -9340785 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9340785 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9340775.000000 Penalty: 5365.626953
	Iteration 60F: 3 clusters Score -9340775 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9340782 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9340778 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9340777 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9340784 nChanged 3
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9340781 nChanged 4
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	Iteration 66Q: 3 clusters Score -9340777 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9340780 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9340784 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9340773 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9340788 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9340784 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9340787 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9340776 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9340779 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9340776 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49250 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9340773 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49252 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9340778 nChanged 2
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Mstep: Class 1 contains 49254 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9340779 nChanged 2
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9340774 nChanged 2
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9340774 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9340780 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9340770 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9340783 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9340771 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9340777 nChanged 1
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Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9340776 nChanged 2
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Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9340780 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9340777 nChanged 3
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Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9340770 nChanged 1
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9340782 nChanged 1
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	Iteration 91Q: 3 clusters Score -9340784 nChanged 0
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	Iteration 92F: 3 clusters Score -9340784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (50069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -9380706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Entering Unmasked Estep 
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Mstep: Class 1 contains 23477 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9361835 nChanged 2142
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Mstep: Class 1 contains 22415 members 
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Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9363318 nChanged 2466
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9364456 nChanged 3045
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -9366246 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9368916 nChanged 4014
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9372003 nChanged 3707
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9375382 nChanged 2433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9377240 nChanged 1249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9377816 nChanged 474
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Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9378128 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -9378241.000000 Penalty: 5367.293945
	Iteration 12Q: 3 clusters Score -9378241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -9378333.000000 Penalty: 5367.293945
	Iteration 13Q: 3 clusters Score -9378333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -9378348.000000 Penalty: 5367.293945
	Iteration 14Q: 3 clusters Score -9378348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -9378372.000000 Penalty: 5367.293945
	Iteration 15Q: 3 clusters Score -9378372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -9378373.000000 Penalty: 5367.293945
	Iteration 16Q: 3 clusters Score -9378373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -9378376.000000 Penalty: 5367.293945
	Iteration 17Q: 3 clusters Score -9378376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -9378376.000000 Penalty: 5367.293945
	Iteration 18F: 3 clusters Score -9378376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (52517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Entering Unmasked Estep 
Score: -9833329.000000 Penalty: 2695.485352
	Iteration 0F: 2 clusters Score -9833329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -9801328.000000 Penalty: 5390.970703
	Iteration 0F: 3 clusters Score -9801328 nChanged 24262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -9814724.000000 Penalty: 5390.970703
	Iteration 1F: 3 clusters Score -9814724 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -9815254.000000 Penalty: 5390.970703
	Iteration 2Q: 3 clusters Score -9815254 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -9815837.000000 Penalty: 5390.970703
	Iteration 3Q: 3 clusters Score -9815837 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -9816381.000000 Penalty: 5390.970703
	Iteration 4Q: 3 clusters Score -9816381 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -9816988.000000 Penalty: 5390.970703
	Iteration 5Q: 3 clusters Score -9816988 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -9817866.000000 Penalty: 5390.970703
	Iteration 6Q: 3 clusters Score -9817866 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -9819245.000000 Penalty: 5390.970703
	Iteration 7Q: 3 clusters Score -9819245 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -9821227.000000 Penalty: 5390.970703
	Iteration 8F: 3 clusters Score -9821227 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -9823506.000000 Penalty: 5390.970703
	Iteration 9F: 3 clusters Score -9823506 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -9825837.000000 Penalty: 5390.970703
	Iteration 10F: 3 clusters Score -9825837 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -9827968.000000 Penalty: 5390.970703
	Iteration 11Q: 3 clusters Score -9827968 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -9829546.000000 Penalty: 5390.970703
	Iteration 12Q: 3 clusters Score -9829546 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -9830436.000000 Penalty: 5390.970703
	Iteration 13Q: 3 clusters Score -9830436 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -9830840.000000 Penalty: 5390.970703
	Iteration 14Q: 3 clusters Score -9830840 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -9831047.000000 Penalty: 5390.970703
	Iteration 15Q: 3 clusters Score -9831047 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -9831133.000000 Penalty: 5390.970703
	Iteration 16Q: 3 clusters Score -9831133 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -9831184.000000 Penalty: 5390.970703
	Iteration 17Q: 3 clusters Score -9831184 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9831201.000000 Penalty: 5390.970703
	Iteration 18Q: 3 clusters Score -9831201 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -9831227.000000 Penalty: 5390.970703
	Iteration 19Q: 3 clusters Score -9831227 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9831316.000000 Penalty: 5390.970703
	Iteration 20F: 3 clusters Score -9831316 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9831439.000000 Penalty: 5390.970703
	Iteration 21Q: 3 clusters Score -9831439 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9831439.000000 Penalty: 5390.970703
	Iteration 22Q: 3 clusters Score -9831439 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9831467.000000 Penalty: 5390.970703
	Iteration 23Q: 3 clusters Score -9831467 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9831460.000000 Penalty: 5390.970703
	Iteration 24Q: 3 clusters Score -9831460 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9831484.000000 Penalty: 5390.970703
	Iteration 25Q: 3 clusters Score -9831484 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9831470.000000 Penalty: 5390.970703
	Iteration 26Q: 3 clusters Score -9831470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9831446.000000 Penalty: 5390.970703
	Iteration 27Q: 3 clusters Score -9831446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9831458.000000 Penalty: 5390.970703
	Iteration 28Q: 3 clusters Score -9831458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9831462.000000 Penalty: 5390.970703
	Iteration 29Q: 3 clusters Score -9831462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9831482.000000 Penalty: 5390.970703
	Iteration 30Q: 3 clusters Score -9831482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9831480.000000 Penalty: 5390.970703
	Iteration 31Q: 3 clusters Score -9831480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9831476.000000 Penalty: 5390.970703
	Iteration 32Q: 3 clusters Score -9831476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9831489.000000 Penalty: 5390.970703
	Iteration 33Q: 3 clusters Score -9831489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9831498.000000 Penalty: 5390.970703
	Iteration 34Q: 3 clusters Score -9831498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9831499.000000 Penalty: 5390.970703
	Iteration 35Q: 3 clusters Score -9831499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9831507.000000 Penalty: 5390.970703
	Iteration 36Q: 3 clusters Score -9831507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9831502.000000 Penalty: 5390.970703
	Iteration 37Q: 3 clusters Score -9831502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9831500.000000 Penalty: 5390.970703
	Iteration 38Q: 3 clusters Score -9831500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9831492.000000 Penalty: 5390.970703
	Iteration 39Q: 3 clusters Score -9831492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9831504.000000 Penalty: 5390.970703
	Iteration 40F: 3 clusters Score -9831504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9831505.000000 Penalty: 5390.970703
	Iteration 41Q: 3 clusters Score -9831505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9831515.000000 Penalty: 5390.970703
	Iteration 42Q: 3 clusters Score -9831515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9831504.000000 Penalty: 5390.970703
	Iteration 43Q: 3 clusters Score -9831504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9831506.000000 Penalty: 5390.970703
	Iteration 44Q: 3 clusters Score -9831506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9831514.000000 Penalty: 5390.970703
	Iteration 45Q: 3 clusters Score -9831514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9831519.000000 Penalty: 5390.970703
	Iteration 46Q: 3 clusters Score -9831519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9831513.000000 Penalty: 5390.970703
	Iteration 47Q: 3 clusters Score -9831513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9831513.000000 Penalty: 5390.970703
	Iteration 48F: 3 clusters Score -9831513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29105 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31291 members 
Mstep: Class 5 contains 46399 members 
Mstep: Class 6 contains 43403 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 45856 members 
Mstep: Class 9 contains 4180 members 
Mstep: Class 10 contains 49661 members 
Mstep: Class 11 contains 37570 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42356 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35413 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48953 members 
Mstep: Class 23 contains 49901 members 
Mstep: Class 24 contains 50069 members 
Mstep: Class 25 contains 52517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184064.000000 Penalty: 82516.046875
Iteration 279Q: 26 clusters Score -1.101841e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29110 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31299 members 
Mstep: Class 5 contains 46393 members 
Mstep: Class 6 contains 43417 members 
Mstep: Class 7 contains 8211 members 
Mstep: Class 8 contains 45867 members 
Mstep: Class 9 contains 4181 members 
Mstep: Class 10 contains 49673 members 
Mstep: Class 11 contains 37637 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42455 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2327 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 17339 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35382 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48924 members 
Mstep: Class 23 contains 49803 members 
Mstep: Class 24 contains 50049 members 
Mstep: Class 25 contains 52539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184080.000000 Penalty: 82516.046875
Iteration 280F: 26 clusters Score -1.101841e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29124 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31298 members 
Mstep: Class 5 contains 46369 members 
Mstep: Class 6 contains 43430 members 
Mstep: Class 7 contains 8179 members 
Mstep: Class 8 contains 45867 members 
Mstep: Class 9 contains 4181 members 
Mstep: Class 10 contains 49686 members 
Mstep: Class 11 contains 37719 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42577 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2321 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 17319 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35353 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48950 members 
Mstep: Class 23 contains 49755 members 
Mstep: Class 24 contains 49990 members 
Mstep: Class 25 contains 52488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184368.000000 Penalty: 82516.046875
Iteration 281Q: 26 clusters Score -1.101844e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29123 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31307 members 
Mstep: Class 5 contains 46333 members 
Mstep: Class 6 contains 43415 members 
Mstep: Class 7 contains 8152 members 
Mstep: Class 8 contains 45854 members 
Mstep: Class 9 contains 4180 members 
Mstep: Class 10 contains 49704 members 
Mstep: Class 11 contains 37801 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42719 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 17302 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35340 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48946 members 
Mstep: Class 23 contains 49681 members 
Mstep: Class 24 contains 49961 members 
Mstep: Class 25 contains 52477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184608.000000 Penalty: 82516.046875
Iteration 282Q: 26 clusters Score -1.101846e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29129 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31296 members 
Mstep: Class 5 contains 46302 members 
Mstep: Class 6 contains 43399 members 
Mstep: Class 7 contains 8122 members 
Mstep: Class 8 contains 45849 members 
Mstep: Class 9 contains 4168 members 
Mstep: Class 10 contains 49733 members 
Mstep: Class 11 contains 37895 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42837 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35331 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48933 members 
Mstep: Class 23 contains 49629 members 
Mstep: Class 24 contains 49888 members 
Mstep: Class 25 contains 52504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184424.000000 Penalty: 82516.046875
Iteration 283Q: 26 clusters Score -1.101844e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29133 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31286 members 
Mstep: Class 5 contains 46281 members 
Mstep: Class 6 contains 43395 members 
Mstep: Class 7 contains 8092 members 
Mstep: Class 8 contains 45841 members 
Mstep: Class 9 contains 4157 members 
Mstep: Class 10 contains 49753 members 
Mstep: Class 11 contains 37971 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 42933 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 17248 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35308 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48950 members 
Mstep: Class 23 contains 49622 members 
Mstep: Class 24 contains 49845 members 
Mstep: Class 25 contains 52479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184600.000000 Penalty: 82516.046875
Iteration 284Q: 26 clusters Score -1.101846e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29145 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31294 members 
Mstep: Class 5 contains 46264 members 
Mstep: Class 6 contains 43398 members 
Mstep: Class 7 contains 8062 members 
Mstep: Class 8 contains 45837 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 49737 members 
Mstep: Class 11 contains 38051 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43047 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 17225 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35281 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48957 members 
Mstep: Class 23 contains 49619 members 
Mstep: Class 24 contains 49815 members 
Mstep: Class 25 contains 52423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184648.000000 Penalty: 82516.046875
Iteration 285Q: 26 clusters Score -1.101846e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29149 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31286 members 
Mstep: Class 5 contains 46262 members 
Mstep: Class 6 contains 43414 members 
Mstep: Class 7 contains 8029 members 
Mstep: Class 8 contains 45853 members 
Mstep: Class 9 contains 4131 members 
Mstep: Class 10 contains 49724 members 
Mstep: Class 11 contains 38135 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43138 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 17200 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 35255 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48958 members 
Mstep: Class 23 contains 49628 members 
Mstep: Class 24 contains 49789 members 
Mstep: Class 25 contains 52350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184720.000000 Penalty: 82516.046875
Iteration 286Q: 26 clusters Score -1.101847e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29155 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31293 members 
Mstep: Class 5 contains 46242 members 
Mstep: Class 6 contains 43416 members 
Mstep: Class 7 contains 7998 members 
Mstep: Class 8 contains 45871 members 
Mstep: Class 9 contains 4132 members 
Mstep: Class 10 contains 49713 members 
Mstep: Class 11 contains 38179 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43233 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 17181 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 35229 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48894 members 
Mstep: Class 23 contains 49596 members 
Mstep: Class 24 contains 49823 members 
Mstep: Class 25 contains 52352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184984.000000 Penalty: 82516.046875
Iteration 287Q: 26 clusters Score -1.10185e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29165 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31306 members 
Mstep: Class 5 contains 46228 members 
Mstep: Class 6 contains 43419 members 
Mstep: Class 7 contains 7965 members 
Mstep: Class 8 contains 45898 members 
Mstep: Class 9 contains 4133 members 
Mstep: Class 10 contains 49670 members 
Mstep: Class 11 contains 38223 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43277 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 17157 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 35184 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48886 members 
Mstep: Class 23 contains 49574 members 
Mstep: Class 24 contains 49816 members 
Mstep: Class 25 contains 52410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185184.000000 Penalty: 82516.046875
Iteration 288Q: 26 clusters Score -1.101852e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29167 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31326 members 
Mstep: Class 5 contains 46216 members 
Mstep: Class 6 contains 43427 members 
Mstep: Class 7 contains 7957 members 
Mstep: Class 8 contains 45912 members 
Mstep: Class 9 contains 4144 members 
Mstep: Class 10 contains 49621 members 
Mstep: Class 11 contains 38279 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43285 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 17133 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 35155 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48902 members 
Mstep: Class 23 contains 49576 members 
Mstep: Class 24 contains 49769 members 
Mstep: Class 25 contains 52442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185296.000000 Penalty: 82516.046875
Iteration 289Q: 26 clusters Score -1.101853e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29165 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31336 members 
Mstep: Class 5 contains 46202 members 
Mstep: Class 6 contains 43438 members 
Mstep: Class 7 contains 7931 members 
Mstep: Class 8 contains 45923 members 
Mstep: Class 9 contains 4151 members 
Mstep: Class 10 contains 49601 members 
Mstep: Class 11 contains 38353 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43320 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 17117 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 35131 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48885 members 
Mstep: Class 23 contains 49524 members 
Mstep: Class 24 contains 49710 members 
Mstep: Class 25 contains 52520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185448.000000 Penalty: 82516.046875
Iteration 290Q: 26 clusters Score -1.101854e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29176 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31345 members 
Mstep: Class 5 contains 46188 members 
Mstep: Class 6 contains 43448 members 
Mstep: Class 7 contains 7903 members 
Mstep: Class 8 contains 45942 members 
Mstep: Class 9 contains 4153 members 
Mstep: Class 10 contains 49560 members 
Mstep: Class 11 contains 38444 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43331 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 17083 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 35101 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48875 members 
Mstep: Class 23 contains 49457 members 
Mstep: Class 24 contains 49694 members 
Mstep: Class 25 contains 52609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185232.000000 Penalty: 82516.046875
Iteration 291Q: 26 clusters Score -1.101852e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31350 members 
Mstep: Class 5 contains 46159 members 
Mstep: Class 6 contains 43435 members 
Mstep: Class 7 contains 7879 members 
Mstep: Class 8 contains 45947 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 49506 members 
Mstep: Class 11 contains 38526 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43354 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 35093 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48936 members 
Mstep: Class 23 contains 49361 members 
Mstep: Class 24 contains 49710 members 
Mstep: Class 25 contains 52692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185288.000000 Penalty: 82516.046875
Iteration 292Q: 26 clusters Score -1.101853e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29176 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31373 members 
Mstep: Class 5 contains 46121 members 
Mstep: Class 6 contains 43410 members 
Mstep: Class 7 contains 7849 members 
Mstep: Class 8 contains 45943 members 
Mstep: Class 9 contains 4125 members 
Mstep: Class 10 contains 49456 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43377 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 17034 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35053 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 48969 members 
Mstep: Class 23 contains 49295 members 
Mstep: Class 24 contains 49777 members 
Mstep: Class 25 contains 52745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185312.000000 Penalty: 82516.046875
Iteration 293Q: 26 clusters Score -1.101853e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29179 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31387 members 
Mstep: Class 5 contains 46100 members 
Mstep: Class 6 contains 43385 members 
Mstep: Class 7 contains 7822 members 
Mstep: Class 8 contains 45969 members 
Mstep: Class 9 contains 4113 members 
Mstep: Class 10 contains 49430 members 
Mstep: Class 11 contains 38707 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43393 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 17007 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 35005 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 49202 members 
Mstep: Class 24 contains 49842 members 
Mstep: Class 25 contains 52777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185280.000000 Penalty: 82516.046875
Iteration 294Q: 26 clusters Score -1.101853e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29177 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31406 members 
Mstep: Class 5 contains 46074 members 
Mstep: Class 6 contains 43354 members 
Mstep: Class 7 contains 7787 members 
Mstep: Class 8 contains 45991 members 
Mstep: Class 9 contains 4106 members 
Mstep: Class 10 contains 49385 members 
Mstep: Class 11 contains 38796 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43424 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2283 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16976 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 34958 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49050 members 
Mstep: Class 23 contains 49171 members 
Mstep: Class 24 contains 49890 members 
Mstep: Class 25 contains 52779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185352.000000 Penalty: 82516.046875
Iteration 295Q: 26 clusters Score -1.101854e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31395 members 
Mstep: Class 5 contains 46058 members 
Mstep: Class 6 contains 43325 members 
Mstep: Class 7 contains 7760 members 
Mstep: Class 8 contains 46028 members 
Mstep: Class 9 contains 4100 members 
Mstep: Class 10 contains 49344 members 
Mstep: Class 11 contains 38871 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43490 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16946 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49126 members 
Mstep: Class 23 contains 49224 members 
Mstep: Class 24 contains 49896 members 
Mstep: Class 25 contains 52712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185392.000000 Penalty: 82516.046875
Iteration 296Q: 26 clusters Score -1.101854e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29172 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31384 members 
Mstep: Class 5 contains 46035 members 
Mstep: Class 6 contains 43298 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 46049 members 
Mstep: Class 9 contains 4100 members 
Mstep: Class 10 contains 49330 members 
Mstep: Class 11 contains 38909 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43540 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16935 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 34845 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 49182 members 
Mstep: Class 23 contains 49241 members 
Mstep: Class 24 contains 49905 members 
Mstep: Class 25 contains 52698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185448.000000 Penalty: 82516.046875
Iteration 297Q: 26 clusters Score -1.101854e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29169 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31379 members 
Mstep: Class 5 contains 46009 members 
Mstep: Class 6 contains 43265 members 
Mstep: Class 7 contains 7704 members 
Mstep: Class 8 contains 46089 members 
Mstep: Class 9 contains 4095 members 
Mstep: Class 10 contains 49347 members 
Mstep: Class 11 contains 38965 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43593 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16918 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34796 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 49214 members 
Mstep: Class 23 contains 49220 members 
Mstep: Class 24 contains 49905 members 
Mstep: Class 25 contains 52688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185496.000000 Penalty: 82516.046875
Iteration 298Q: 26 clusters Score -1.101855e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29175 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31374 members 
Mstep: Class 5 contains 45983 members 
Mstep: Class 6 contains 43229 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 46109 members 
Mstep: Class 9 contains 4087 members 
Mstep: Class 10 contains 49354 members 
Mstep: Class 11 contains 39038 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43662 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16910 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34764 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 49220 members 
Mstep: Class 23 contains 49143 members 
Mstep: Class 24 contains 49959 members 
Mstep: Class 25 contains 52684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185904.000000 Penalty: 82516.046875
Iteration 299Q: 26 clusters Score -1.101859e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29172 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31380 members 
Mstep: Class 5 contains 45965 members 
Mstep: Class 6 contains 43179 members 
Mstep: Class 7 contains 7625 members 
Mstep: Class 8 contains 46157 members 
Mstep: Class 9 contains 4084 members 
Mstep: Class 10 contains 49360 members 
Mstep: Class 11 contains 39096 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43705 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16900 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34737 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49204 members 
Mstep: Class 23 contains 49082 members 
Mstep: Class 24 contains 49974 members 
Mstep: Class 25 contains 52729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185920.000000 Penalty: 82516.046875
Iteration 300F: 26 clusters Score -1.101859e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29167 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31391 members 
Mstep: Class 5 contains 45962 members 
Mstep: Class 6 contains 43140 members 
Mstep: Class 7 contains 7589 members 
Mstep: Class 8 contains 46219 members 
Mstep: Class 9 contains 4080 members 
Mstep: Class 10 contains 49332 members 
Mstep: Class 11 contains 39147 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43749 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2257 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16882 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 34713 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 49208 members 
Mstep: Class 23 contains 49027 members 
Mstep: Class 24 contains 49990 members 
Mstep: Class 25 contains 52750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186048.000000 Penalty: 82516.046875
Iteration 301Q: 26 clusters Score -1.10186e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29163 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31412 members 
Mstep: Class 5 contains 45947 members 
Mstep: Class 6 contains 43111 members 
Mstep: Class 7 contains 7559 members 
Mstep: Class 8 contains 46276 members 
Mstep: Class 9 contains 4073 members 
Mstep: Class 10 contains 49344 members 
Mstep: Class 11 contains 39186 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43793 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16872 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34689 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49238 members 
Mstep: Class 23 contains 48942 members 
Mstep: Class 24 contains 49902 members 
Mstep: Class 25 contains 52842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185952.000000 Penalty: 82516.046875
Iteration 302Q: 26 clusters Score -1.10186e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29168 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31445 members 
Mstep: Class 5 contains 45912 members 
Mstep: Class 6 contains 43099 members 
Mstep: Class 7 contains 7535 members 
Mstep: Class 8 contains 46285 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 49393 members 
Mstep: Class 11 contains 39224 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43842 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16853 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34660 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49245 members 
Mstep: Class 23 contains 48930 members 
Mstep: Class 24 contains 49782 members 
Mstep: Class 25 contains 52913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185576.000000 Penalty: 82516.046875
Iteration 303Q: 26 clusters Score -1.101856e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29161 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31452 members 
Mstep: Class 5 contains 45896 members 
Mstep: Class 6 contains 43099 members 
Mstep: Class 7 contains 7509 members 
Mstep: Class 8 contains 46297 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 49399 members 
Mstep: Class 11 contains 39256 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43872 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16833 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34632 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49285 members 
Mstep: Class 23 contains 48915 members 
Mstep: Class 24 contains 49735 members 
Mstep: Class 25 contains 52949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185560.000000 Penalty: 82516.046875
Iteration 304Q: 26 clusters Score -1.101856e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29153 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31466 members 
Mstep: Class 5 contains 45874 members 
Mstep: Class 6 contains 43092 members 
Mstep: Class 7 contains 7485 members 
Mstep: Class 8 contains 46325 members 
Mstep: Class 9 contains 4059 members 
Mstep: Class 10 contains 49407 members 
Mstep: Class 11 contains 39295 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43907 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16815 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34594 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49373 members 
Mstep: Class 23 contains 48866 members 
Mstep: Class 24 contains 49642 members 
Mstep: Class 25 contains 53008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185904.000000 Penalty: 82516.046875
Iteration 305Q: 26 clusters Score -1.101859e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29153 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31470 members 
Mstep: Class 5 contains 45862 members 
Mstep: Class 6 contains 43071 members 
Mstep: Class 7 contains 7454 members 
Mstep: Class 8 contains 46334 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 49454 members 
Mstep: Class 11 contains 39278 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 43989 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16785 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34562 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49469 members 
Mstep: Class 23 contains 48820 members 
Mstep: Class 24 contains 49537 members 
Mstep: Class 25 contains 53073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185912.000000 Penalty: 82516.046875
Iteration 306Q: 26 clusters Score -1.101859e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29142 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31480 members 
Mstep: Class 5 contains 45863 members 
Mstep: Class 6 contains 43057 members 
Mstep: Class 7 contains 7433 members 
Mstep: Class 8 contains 46308 members 
Mstep: Class 9 contains 4042 members 
Mstep: Class 10 contains 49505 members 
Mstep: Class 11 contains 39277 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16773 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34520 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49551 members 
Mstep: Class 23 contains 48815 members 
Mstep: Class 24 contains 49440 members 
Mstep: Class 25 contains 53094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185800.000000 Penalty: 82516.046875
Iteration 307Q: 26 clusters Score -1.101858e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29130 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31479 members 
Mstep: Class 5 contains 45860 members 
Mstep: Class 6 contains 43041 members 
Mstep: Class 7 contains 7403 members 
Mstep: Class 8 contains 46307 members 
Mstep: Class 9 contains 4029 members 
Mstep: Class 10 contains 49546 members 
Mstep: Class 11 contains 39263 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16746 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34480 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49579 members 
Mstep: Class 23 contains 48799 members 
Mstep: Class 24 contains 49391 members 
Mstep: Class 25 contains 53149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185776.000000 Penalty: 82516.046875
Iteration 308Q: 26 clusters Score -1.101858e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29125 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31475 members 
Mstep: Class 5 contains 45857 members 
Mstep: Class 6 contains 43026 members 
Mstep: Class 7 contains 7376 members 
Mstep: Class 8 contains 46306 members 
Mstep: Class 9 contains 4025 members 
Mstep: Class 10 contains 49578 members 
Mstep: Class 11 contains 39243 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44256 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2232 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16728 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34437 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49622 members 
Mstep: Class 23 contains 48739 members 
Mstep: Class 24 contains 49340 members 
Mstep: Class 25 contains 53239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185848.000000 Penalty: 82516.046875
Iteration 309Q: 26 clusters Score -1.101858e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29115 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31487 members 
Mstep: Class 5 contains 45861 members 
Mstep: Class 6 contains 43018 members 
Mstep: Class 7 contains 7342 members 
Mstep: Class 8 contains 46307 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 49645 members 
Mstep: Class 11 contains 39252 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44313 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2221 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16708 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34402 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49701 members 
Mstep: Class 23 contains 48696 members 
Mstep: Class 24 contains 49239 members 
Mstep: Class 25 contains 53278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186048.000000 Penalty: 82516.046875
Iteration 310Q: 26 clusters Score -1.10186e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29106 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31493 members 
Mstep: Class 5 contains 45869 members 
Mstep: Class 6 contains 43005 members 
Mstep: Class 7 contains 7312 members 
Mstep: Class 8 contains 46317 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 49693 members 
Mstep: Class 11 contains 39254 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44391 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16693 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34351 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 49750 members 
Mstep: Class 23 contains 48676 members 
Mstep: Class 24 contains 49178 members 
Mstep: Class 25 contains 53285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186112.000000 Penalty: 82516.046875
Iteration 311Q: 26 clusters Score -1.101861e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29099 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31527 members 
Mstep: Class 5 contains 45865 members 
Mstep: Class 6 contains 42990 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 8 contains 46329 members 
Mstep: Class 9 contains 4005 members 
Mstep: Class 10 contains 49727 members 
Mstep: Class 11 contains 39282 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44476 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16670 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34310 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 49731 members 
Mstep: Class 23 contains 48631 members 
Mstep: Class 24 contains 49195 members 
Mstep: Class 25 contains 53274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110185936.000000 Penalty: 82516.046875
Iteration 312Q: 26 clusters Score -1.101859e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29091 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31559 members 
Mstep: Class 5 contains 45848 members 
Mstep: Class 6 contains 42994 members 
Mstep: Class 7 contains 7244 members 
Mstep: Class 8 contains 46299 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 10 contains 49750 members 
Mstep: Class 11 contains 39328 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44546 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2218 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16639 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34277 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49699 members 
Mstep: Class 23 contains 48635 members 
Mstep: Class 24 contains 49210 members 
Mstep: Class 25 contains 53268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186120.000000 Penalty: 82516.046875
Iteration 313Q: 26 clusters Score -1.101861e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29083 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31600 members 
Mstep: Class 5 contains 45833 members 
Mstep: Class 6 contains 42991 members 
Mstep: Class 7 contains 7212 members 
Mstep: Class 8 contains 46274 members 
Mstep: Class 9 contains 3991 members 
Mstep: Class 10 contains 49765 members 
Mstep: Class 11 contains 39392 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44625 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2221 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16619 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34248 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49621 members 
Mstep: Class 23 contains 48616 members 
Mstep: Class 24 contains 49231 members 
Mstep: Class 25 contains 53284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186200.000000 Penalty: 82516.046875
Iteration 314Q: 26 clusters Score -1.101862e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29063 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31642 members 
Mstep: Class 5 contains 45822 members 
Mstep: Class 6 contains 42979 members 
Mstep: Class 7 contains 7187 members 
Mstep: Class 8 contains 46247 members 
Mstep: Class 9 contains 3980 members 
Mstep: Class 10 contains 49805 members 
Mstep: Class 11 contains 39453 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44696 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16592 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34220 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49599 members 
Mstep: Class 23 contains 48600 members 
Mstep: Class 24 contains 49220 members 
Mstep: Class 25 contains 53288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186240.000000 Penalty: 82516.046875
Iteration 315Q: 26 clusters Score -1.101862e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29051 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31683 members 
Mstep: Class 5 contains 45818 members 
Mstep: Class 6 contains 42979 members 
Mstep: Class 7 contains 7154 members 
Mstep: Class 8 contains 46227 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 49819 members 
Mstep: Class 11 contains 39498 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44777 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16563 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 34180 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 49552 members 
Mstep: Class 23 contains 48607 members 
Mstep: Class 24 contains 49282 members 
Mstep: Class 25 contains 53240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186256.000000 Penalty: 82516.046875
Iteration 316Q: 26 clusters Score -1.101863e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31734 members 
Mstep: Class 5 contains 45808 members 
Mstep: Class 6 contains 42973 members 
Mstep: Class 7 contains 7125 members 
Mstep: Class 8 contains 46190 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 49839 members 
Mstep: Class 11 contains 39557 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44883 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16532 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 34143 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49477 members 
Mstep: Class 23 contains 48588 members 
Mstep: Class 24 contains 49297 members 
Mstep: Class 25 contains 53265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186248.000000 Penalty: 82516.046875
Iteration 317Q: 26 clusters Score -1.101862e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29034 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31753 members 
Mstep: Class 5 contains 45792 members 
Mstep: Class 6 contains 42966 members 
Mstep: Class 7 contains 7114 members 
Mstep: Class 8 contains 46188 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 49842 members 
Mstep: Class 11 contains 39563 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45001 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16502 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34092 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 49425 members 
Mstep: Class 23 contains 48580 members 
Mstep: Class 24 contains 49310 members 
Mstep: Class 25 contains 53299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186256.000000 Penalty: 82516.046875
Iteration 318Q: 26 clusters Score -1.101863e+08 nChanged 1175
Entering ConstructFrom: 
Score: -110186256.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23298.146484 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -23298.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22223.179688 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -22223.18 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22449.382812 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -22449.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22532.589844 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -22532.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22596.509766 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -22596.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22621.865234 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -22621.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22644.539062 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -22644.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22652.083984 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -22652.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22658.607422 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -22658.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22660.517578 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -22660.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22660.517578 Penalty: 2822.418457
	Iteration 9F: 3 clusters Score -22660.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Entering Unmasked Estep 
Score: -5239838.000000 Penalty: 2548.392090
	Iteration 0F: 2 clusters Score -5239838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -5219918.500000 Penalty: 5096.784180
	Iteration 0F: 3 clusters Score -5219918 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5227046.500000 Penalty: 5096.784180
	Iteration 1F: 3 clusters Score -5227046 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -5227491.000000 Penalty: 5096.784180
	Iteration 2Q: 3 clusters Score -5227491 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -5227836.000000 Penalty: 5096.784180
	Iteration 3Q: 3 clusters Score -5227836 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -5228174.500000 Penalty: 5096.784180
	Iteration 4Q: 3 clusters Score -5228174 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -5228554.500000 Penalty: 5096.784180
	Iteration 5Q: 3 clusters Score -5228554 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -5229075.000000 Penalty: 5096.784180
	Iteration 6Q: 3 clusters Score -5229075 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -5229724.500000 Penalty: 5096.784180
	Iteration 7Q: 3 clusters Score -5229724 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -5230654.000000 Penalty: 5096.784180
	Iteration 8Q: 3 clusters Score -5230654 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -5231952.500000 Penalty: 5096.784180
	Iteration 9F: 3 clusters Score -5231952 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -5233480.500000 Penalty: 5096.784180
	Iteration 10F: 3 clusters Score -5233480 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -5234976.500000 Penalty: 5096.784180
	Iteration 11F: 3 clusters Score -5234976 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5236088.500000 Penalty: 5096.784180
	Iteration 12Q: 3 clusters Score -5236088 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -5236817.000000 Penalty: 5096.784180
	Iteration 13Q: 3 clusters Score -5236817 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -5237176.000000 Penalty: 5096.784180
	Iteration 14Q: 3 clusters Score -5237176 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -5237371.000000 Penalty: 5096.784180
	Iteration 15Q: 3 clusters Score -5237371 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -5237471.000000 Penalty: 5096.784180
	Iteration 16Q: 3 clusters Score -5237471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -5237515.000000 Penalty: 5096.784180
	Iteration 17Q: 3 clusters Score -5237515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -5237532.500000 Penalty: 5096.784180
	Iteration 18Q: 3 clusters Score -5237532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -5237548.500000 Penalty: 5096.784180
	Iteration 19Q: 3 clusters Score -5237548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -5237565.500000 Penalty: 5096.784180
	Iteration 20F: 3 clusters Score -5237566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -5237564.000000 Penalty: 5096.784180
	Iteration 21Q: 3 clusters Score -5237564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -5237570.000000 Penalty: 5096.784180
	Iteration 22Q: 3 clusters Score -5237570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -5237586.500000 Penalty: 5096.784180
	Iteration 23Q: 3 clusters Score -5237586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -5237596.500000 Penalty: 5096.784180
	Iteration 24Q: 3 clusters Score -5237596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -5237601.500000 Penalty: 5096.784180
	Iteration 25Q: 3 clusters Score -5237602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -5237602.500000 Penalty: 5096.784180
	Iteration 26Q: 3 clusters Score -5237602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -5237605.000000 Penalty: 5096.784180
	Iteration 27Q: 3 clusters Score -5237605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -5237605.000000 Penalty: 5096.784180
	Iteration 28F: 3 clusters Score -5237605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -52064.167969 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -52064.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50655.171875 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -50655.17 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50979.722656 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -50979.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51125.949219 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -51125.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51190.214844 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -51190.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51231.757812 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -51231.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51285.542969 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -51285.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51360.621094 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -51360.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51392.894531 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -51392.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51398.003906 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -51398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51402.472656 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -51402.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51402.472656 Penalty: 3064.260254
	Iteration 10F: 3 clusters Score -51402.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Entering Unmasked Estep 
Score: -5904995.000000 Penalty: 2571.000732
	Iteration 0F: 2 clusters Score -5904995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -5883267.000000 Penalty: 5142.001465
	Iteration 0F: 3 clusters Score -5883267 nChanged 14349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -5891557.500000 Penalty: 5142.001465
	Iteration 1F: 3 clusters Score -5891558 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5892598.000000 Penalty: 5142.001465
	Iteration 2F: 3 clusters Score -5892598 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -5893685.500000 Penalty: 5142.001465
	Iteration 3F: 3 clusters Score -5893686 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -5895005.500000 Penalty: 5142.001465
	Iteration 4F: 3 clusters Score -5895006 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -5896594.000000 Penalty: 5142.001465
	Iteration 5F: 3 clusters Score -5896594 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5898350.000000 Penalty: 5142.001465
	Iteration 6F: 3 clusters Score -5898350 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -5899930.500000 Penalty: 5142.001465
	Iteration 7F: 3 clusters Score -5899930 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -5901130.000000 Penalty: 5142.001465
	Iteration 8F: 3 clusters Score -5901130 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -5901729.500000 Penalty: 5142.001465
	Iteration 9Q: 3 clusters Score -5901730 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -5902060.000000 Penalty: 5142.001465
	Iteration 10Q: 3 clusters Score -5902060 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -5902314.500000 Penalty: 5142.001465
	Iteration 11Q: 3 clusters Score -5902314 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -5902478.000000 Penalty: 5142.001465
	Iteration 12Q: 3 clusters Score -5902478 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -5902630.500000 Penalty: 5142.001465
	Iteration 13Q: 3 clusters Score -5902630 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5902731.500000 Penalty: 5142.001465
	Iteration 14Q: 3 clusters Score -5902732 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -5902809.000000 Penalty: 5142.001465
	Iteration 15Q: 3 clusters Score -5902809 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -5902889.000000 Penalty: 5142.001465
	Iteration 16Q: 3 clusters Score -5902889 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -5903000.500000 Penalty: 5142.001465
	Iteration 17Q: 3 clusters Score -5903000 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -5903089.500000 Penalty: 5142.001465
	Iteration 18Q: 3 clusters Score -5903090 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -5903176.000000 Penalty: 5142.001465
	Iteration 19Q: 3 clusters Score -5903176 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -5903282.500000 Penalty: 5142.001465
	Iteration 20F: 3 clusters Score -5903282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -5903338.500000 Penalty: 5142.001465
	Iteration 21Q: 3 clusters Score -5903338 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -5903407.500000 Penalty: 5142.001465
	Iteration 22Q: 3 clusters Score -5903408 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -5903476.500000 Penalty: 5142.001465
	Iteration 23Q: 3 clusters Score -5903476 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -5903512.500000 Penalty: 5142.001465
	Iteration 24Q: 3 clusters Score -5903512 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -5903570.000000 Penalty: 5142.001465
	Iteration 25Q: 3 clusters Score -5903570 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -5903617.000000 Penalty: 5142.001465
	Iteration 26Q: 3 clusters Score -5903617 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -5903650.500000 Penalty: 5142.001465
	Iteration 27Q: 3 clusters Score -5903650 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -5903695.500000 Penalty: 5142.001465
	Iteration 28Q: 3 clusters Score -5903696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -5903705.000000 Penalty: 5142.001465
	Iteration 29Q: 3 clusters Score -5903705 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -5903736.500000 Penalty: 5142.001465
	Iteration 30Q: 3 clusters Score -5903736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -5903757.000000 Penalty: 5142.001465
	Iteration 31Q: 3 clusters Score -5903757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -5903765.000000 Penalty: 5142.001465
	Iteration 32Q: 3 clusters Score -5903765 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -5903772.500000 Penalty: 5142.001465
	Iteration 33Q: 3 clusters Score -5903772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -5903805.000000 Penalty: 5142.001465
	Iteration 34Q: 3 clusters Score -5903805 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5903797.000000 Penalty: 5142.001465
	Iteration 35Q: 3 clusters Score -5903797 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -5903808.000000 Penalty: 5142.001465
	Iteration 36Q: 3 clusters Score -5903808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -5903819.500000 Penalty: 5142.001465
	Iteration 37Q: 3 clusters Score -5903820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -5903832.500000 Penalty: 5142.001465
	Iteration 38Q: 3 clusters Score -5903832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -5903849.500000 Penalty: 5142.001465
	Iteration 39Q: 3 clusters Score -5903850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -5903857.500000 Penalty: 5142.001465
	Iteration 40F: 3 clusters Score -5903858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -5903855.500000 Penalty: 5142.001465
	Iteration 41Q: 3 clusters Score -5903856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5903857.000000 Penalty: 5142.001465
	Iteration 42Q: 3 clusters Score -5903857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -5903860.000000 Penalty: 5142.001465
	Iteration 43Q: 3 clusters Score -5903860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -5903854.000000 Penalty: 5142.001465
	Iteration 44Q: 3 clusters Score -5903854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -5903858.000000 Penalty: 5142.001465
	Iteration 45Q: 3 clusters Score -5903858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -5903855.000000 Penalty: 5142.001465
	Iteration 46Q: 3 clusters Score -5903855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -5903852.500000 Penalty: 5142.001465
	Iteration 47Q: 3 clusters Score -5903852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -5903860.500000 Penalty: 5142.001465
	Iteration 48Q: 3 clusters Score -5903860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -5903860.500000 Penalty: 5142.001465
	Iteration 49F: 3 clusters Score -5903860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Entering Unmasked Estep 
Score: -8429925.000000 Penalty: 2661.453857
	Iteration 0F: 2 clusters Score -8429925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -8399244.000000 Penalty: 5322.907715
	Iteration 0F: 3 clusters Score -8399244 nChanged 20969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -8410568.000000 Penalty: 5322.907715
	Iteration 1F: 3 clusters Score -8410568 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -8410962.000000 Penalty: 5322.907715
	Iteration 2Q: 3 clusters Score -8410962 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -8411296.000000 Penalty: 5322.907715
	Iteration 3Q: 3 clusters Score -8411296 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -8411693.000000 Penalty: 5322.907715
	Iteration 4Q: 3 clusters Score -8411693 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -8412093.000000 Penalty: 5322.907715
	Iteration 5Q: 3 clusters Score -8412093 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -8412605.000000 Penalty: 5322.907715
	Iteration 6Q: 3 clusters Score -8412605 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -8413339.000000 Penalty: 5322.907715
	Iteration 7Q: 3 clusters Score -8413339 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -8414580.000000 Penalty: 5322.907715
	Iteration 8F: 3 clusters Score -8414580 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -8416759.000000 Penalty: 5322.907715
	Iteration 9F: 3 clusters Score -8416759 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -8419716.000000 Penalty: 5322.907715
	Iteration 10F: 3 clusters Score -8419716 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -8422724.000000 Penalty: 5322.907715
	Iteration 11F: 3 clusters Score -8422724 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -8425124.000000 Penalty: 5322.907715
	Iteration 12Q: 3 clusters Score -8425124 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8426890.000000 Penalty: 5322.907715
	Iteration 13Q: 3 clusters Score -8426890 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8427684.000000 Penalty: 5322.907715
	Iteration 14Q: 3 clusters Score -8427684 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8427992.000000 Penalty: 5322.907715
	Iteration 15Q: 3 clusters Score -8427992 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8428092.000000 Penalty: 5322.907715
	Iteration 16Q: 3 clusters Score -8428092 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -8428145.000000 Penalty: 5322.907715
	Iteration 17Q: 3 clusters Score -8428145 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -8428180.000000 Penalty: 5322.907715
	Iteration 18Q: 3 clusters Score -8428180 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8428198.000000 Penalty: 5322.907715
	Iteration 19Q: 3 clusters Score -8428198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -8428215.000000 Penalty: 5322.907715
	Iteration 20F: 3 clusters Score -8428215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -8428233.000000 Penalty: 5322.907715
	Iteration 21Q: 3 clusters Score -8428233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -8428239.000000 Penalty: 5322.907715
	Iteration 22Q: 3 clusters Score -8428239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -8428241.000000 Penalty: 5322.907715
	Iteration 23Q: 3 clusters Score -8428241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8428252.000000 Penalty: 5322.907715
	Iteration 24Q: 3 clusters Score -8428252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8428240.000000 Penalty: 5322.907715
	Iteration 25Q: 3 clusters Score -8428240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -8428236.000000 Penalty: 5322.907715
	Iteration 26Q: 3 clusters Score -8428236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8428234.000000 Penalty: 5322.907715
	Iteration 27Q: 3 clusters Score -8428234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8428230.000000 Penalty: 5322.907715
	Iteration 28Q: 3 clusters Score -8428230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -8428228.000000 Penalty: 5322.907715
	Iteration 29Q: 3 clusters Score -8428228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8428229.000000 Penalty: 5322.907715
	Iteration 30Q: 3 clusters Score -8428229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -8428231.000000 Penalty: 5322.907715
	Iteration 31Q: 3 clusters Score -8428231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -8428239.000000 Penalty: 5322.907715
	Iteration 32Q: 3 clusters Score -8428239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8428240.000000 Penalty: 5322.907715
	Iteration 33Q: 3 clusters Score -8428240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8428240.000000 Penalty: 5322.907715
	Iteration 34F: 3 clusters Score -8428240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Entering Unmasked Estep 
Score: -8008755.000000 Penalty: 2645.779785
	Iteration 0F: 2 clusters Score -8008755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -7980336.000000 Penalty: 5291.559570
	Iteration 0F: 3 clusters Score -7980336 nChanged 19753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -7991479.500000 Penalty: 5291.559570
	Iteration 1F: 3 clusters Score -7991480 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -7992450.000000 Penalty: 5291.559570
	Iteration 2F: 3 clusters Score -7992450 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -7993674.000000 Penalty: 5291.559570
	Iteration 3F: 3 clusters Score -7993674 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -7995441.500000 Penalty: 5291.559570
	Iteration 4F: 3 clusters Score -7995442 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -7997897.500000 Penalty: 5291.559570
	Iteration 5F: 3 clusters Score -7997898 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -8000705.000000 Penalty: 5291.559570
	Iteration 6F: 3 clusters Score -8000705 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -8003349.500000 Penalty: 5291.559570
	Iteration 7F: 3 clusters Score -8003350 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -8005050.000000 Penalty: 5291.559570
	Iteration 8Q: 3 clusters Score -8005050 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -8006002.500000 Penalty: 5291.559570
	Iteration 9Q: 3 clusters Score -8006002 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8006412.500000 Penalty: 5291.559570
	Iteration 10Q: 3 clusters Score -8006412 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8006653.500000 Penalty: 5291.559570
	Iteration 11Q: 3 clusters Score -8006654 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8006760.500000 Penalty: 5291.559570
	Iteration 12Q: 3 clusters Score -8006760 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8006846.500000 Penalty: 5291.559570
	Iteration 13Q: 3 clusters Score -8006846 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8006890.500000 Penalty: 5291.559570
	Iteration 14Q: 3 clusters Score -8006890 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8006926.000000 Penalty: 5291.559570
	Iteration 15Q: 3 clusters Score -8006926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8006928.000000 Penalty: 5291.559570
	Iteration 16Q: 3 clusters Score -8006928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8006925.000000 Penalty: 5291.559570
	Iteration 17Q: 3 clusters Score -8006925 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8006953.500000 Penalty: 5291.559570
	Iteration 18Q: 3 clusters Score -8006954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8006961.000000 Penalty: 5291.559570
	Iteration 19Q: 3 clusters Score -8006961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8006963.500000 Penalty: 5291.559570
	Iteration 20F: 3 clusters Score -8006964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8006979.500000 Penalty: 5291.559570
	Iteration 21Q: 3 clusters Score -8006980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8006992.500000 Penalty: 5291.559570
	Iteration 22Q: 3 clusters Score -8006992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8006993.500000 Penalty: 5291.559570
	Iteration 23Q: 3 clusters Score -8006994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8007013.500000 Penalty: 5291.559570
	Iteration 24Q: 3 clusters Score -8007014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8007012.000000 Penalty: 5291.559570
	Iteration 25Q: 3 clusters Score -8007012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8007021.500000 Penalty: 5291.559570
	Iteration 26Q: 3 clusters Score -8007022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8007020.500000 Penalty: 5291.559570
	Iteration 27Q: 3 clusters Score -8007020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8007016.500000 Penalty: 5291.559570
	Iteration 28Q: 3 clusters Score -8007016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8007021.000000 Penalty: 5291.559570
	Iteration 29Q: 3 clusters Score -8007021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8007014.000000 Penalty: 5291.559570
	Iteration 30Q: 3 clusters Score -8007014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8007011.000000 Penalty: 5291.559570
	Iteration 31Q: 3 clusters Score -8007011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8007008.500000 Penalty: 5291.559570
	Iteration 32Q: 3 clusters Score -8007008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8007005.500000 Penalty: 5291.559570
	Iteration 33Q: 3 clusters Score -8007006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8007011.000000 Penalty: 5291.559570
	Iteration 34Q: 3 clusters Score -8007011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8007013.500000 Penalty: 5291.559570
	Iteration 35Q: 3 clusters Score -8007014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8007014.000000 Penalty: 5291.559570
	Iteration 36Q: 3 clusters Score -8007014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8007011.000000 Penalty: 5291.559570
	Iteration 37Q: 3 clusters Score -8007011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8007011.000000 Penalty: 5291.559570
	Iteration 38F: 3 clusters Score -8007011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Entering Unmasked Estep 
Score: -1307671.375000 Penalty: 2199.087158
	Iteration 0F: 2 clusters Score -1307671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1301833.750000 Penalty: 4398.174316
	Iteration 0F: 3 clusters Score -1301834 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1303404.125000 Penalty: 4398.174316
	Iteration 1F: 3 clusters Score -1303404 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1303697.000000 Penalty: 4398.174316
	Iteration 2F: 3 clusters Score -1303697 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1303891.875000 Penalty: 4398.174316
	Iteration 3F: 3 clusters Score -1303892 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1304052.750000 Penalty: 4398.174316
	Iteration 4Q: 3 clusters Score -1304053 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1304218.625000 Penalty: 4398.174316
	Iteration 5Q: 3 clusters Score -1304219 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1304378.625000 Penalty: 4398.174316
	Iteration 6Q: 3 clusters Score -1304379 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1304528.875000 Penalty: 4398.174316
	Iteration 7Q: 3 clusters Score -1304529 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1304680.500000 Penalty: 4398.174316
	Iteration 8Q: 3 clusters Score -1304680 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1304815.625000 Penalty: 4398.174316
	Iteration 9Q: 3 clusters Score -1304816 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1304946.625000 Penalty: 4398.174316
	Iteration 10Q: 3 clusters Score -1304947 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1305090.500000 Penalty: 4398.174316
	Iteration 11Q: 3 clusters Score -1305090 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1305220.875000 Penalty: 4398.174316
	Iteration 12Q: 3 clusters Score -1305221 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1305324.375000 Penalty: 4398.174316
	Iteration 13Q: 3 clusters Score -1305324 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1305417.625000 Penalty: 4398.174316
	Iteration 14Q: 3 clusters Score -1305418 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1305523.875000 Penalty: 4398.174316
	Iteration 15Q: 3 clusters Score -1305524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1305606.375000 Penalty: 4398.174316
	Iteration 16Q: 3 clusters Score -1305606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1305668.625000 Penalty: 4398.174316
	Iteration 17Q: 3 clusters Score -1305669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1305713.250000 Penalty: 4398.174316
	Iteration 18Q: 3 clusters Score -1305713 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1305744.375000 Penalty: 4398.174316
	Iteration 19Q: 3 clusters Score -1305744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1305769.000000 Penalty: 4398.174316
	Iteration 20F: 3 clusters Score -1305769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1305784.250000 Penalty: 4398.174316
	Iteration 21Q: 3 clusters Score -1305784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1305803.500000 Penalty: 4398.174316
	Iteration 22Q: 3 clusters Score -1305804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1305818.875000 Penalty: 4398.174316
	Iteration 23Q: 3 clusters Score -1305819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1305839.000000 Penalty: 4398.174316
	Iteration 24Q: 3 clusters Score -1305839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1305850.000000 Penalty: 4398.174316
	Iteration 25Q: 3 clusters Score -1305850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1305858.000000 Penalty: 4398.174316
	Iteration 26Q: 3 clusters Score -1305858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1305865.750000 Penalty: 4398.174316
	Iteration 27Q: 3 clusters Score -1305866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1305869.500000 Penalty: 4398.174316
	Iteration 28Q: 3 clusters Score -1305870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1305873.000000 Penalty: 4398.174316
	Iteration 29Q: 3 clusters Score -1305873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1305874.750000 Penalty: 4398.174316
	Iteration 30Q: 3 clusters Score -1305875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1305878.000000 Penalty: 4398.174316
	Iteration 31Q: 3 clusters Score -1305878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1305884.250000 Penalty: 4398.174316
	Iteration 32Q: 3 clusters Score -1305884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1305888.500000 Penalty: 4398.174316
	Iteration 33Q: 3 clusters Score -1305888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1305890.000000 Penalty: 4398.174316
	Iteration 34Q: 3 clusters Score -1305890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1305892.125000 Penalty: 4398.174316
	Iteration 35Q: 3 clusters Score -1305892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1305894.625000 Penalty: 4398.174316
	Iteration 36Q: 3 clusters Score -1305895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1305898.250000 Penalty: 4398.174316
	Iteration 37Q: 3 clusters Score -1305898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1305899.375000 Penalty: 4398.174316
	Iteration 38Q: 3 clusters Score -1305899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1305899.875000 Penalty: 4398.174316
	Iteration 39Q: 3 clusters Score -1305900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1305904.250000 Penalty: 4398.174316
	Iteration 40F: 3 clusters Score -1305904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1305904.000000 Penalty: 4398.174316
	Iteration 41Q: 3 clusters Score -1305904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1305909.750000 Penalty: 4398.174316
	Iteration 42Q: 3 clusters Score -1305910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1305909.375000 Penalty: 4398.174316
	Iteration 43Q: 3 clusters Score -1305909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1305915.625000 Penalty: 4398.174316
	Iteration 44Q: 3 clusters Score -1305916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1305918.125000 Penalty: 4398.174316
	Iteration 45Q: 3 clusters Score -1305918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1305918.750000 Penalty: 4398.174316
	Iteration 46Q: 3 clusters Score -1305919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1305920.625000 Penalty: 4398.174316
	Iteration 47Q: 3 clusters Score -1305921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1305920.625000 Penalty: 4398.174316
	Iteration 48F: 3 clusters Score -1305921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Entering Unmasked Estep 
Score: -8603182.000000 Penalty: 2663.680664
	Iteration 0F: 2 clusters Score -8603182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -8572455.000000 Penalty: 5327.361328
	Iteration 0F: 3 clusters Score -8572455 nChanged 21460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -8584353.000000 Penalty: 5327.361328
	Iteration 1F: 3 clusters Score -8584353 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -8585133.000000 Penalty: 5327.361328
	Iteration 2Q: 3 clusters Score -8585133 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -8586032.000000 Penalty: 5327.361328
	Iteration 3Q: 3 clusters Score -8586032 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -8587174.000000 Penalty: 5327.361328
	Iteration 4F: 3 clusters Score -8587174 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -8588904.000000 Penalty: 5327.361328
	Iteration 5F: 3 clusters Score -8588904 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -8591354.000000 Penalty: 5327.361328
	Iteration 6F: 3 clusters Score -8591354 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -8594367.000000 Penalty: 5327.361328
	Iteration 7F: 3 clusters Score -8594367 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8597222.000000 Penalty: 5327.361328
	Iteration 8F: 3 clusters Score -8597222 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8599229.000000 Penalty: 5327.361328
	Iteration 9Q: 3 clusters Score -8599229 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8600171.000000 Penalty: 5327.361328
	Iteration 10Q: 3 clusters Score -8600171 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8600562.000000 Penalty: 5327.361328
	Iteration 11Q: 3 clusters Score -8600562 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8600725.000000 Penalty: 5327.361328
	Iteration 12Q: 3 clusters Score -8600725 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8600805.000000 Penalty: 5327.361328
	Iteration 13Q: 3 clusters Score -8600805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8600858.000000 Penalty: 5327.361328
	Iteration 14Q: 3 clusters Score -8600858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8600900.000000 Penalty: 5327.361328
	Iteration 15Q: 3 clusters Score -8600900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8600933.000000 Penalty: 5327.361328
	Iteration 16Q: 3 clusters Score -8600933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8600940.000000 Penalty: 5327.361328
	Iteration 17Q: 3 clusters Score -8600940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8600939.000000 Penalty: 5327.361328
	Iteration 18Q: 3 clusters Score -8600939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8600947.000000 Penalty: 5327.361328
	Iteration 19Q: 3 clusters Score -8600947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8600957.000000 Penalty: 5327.361328
	Iteration 20F: 3 clusters Score -8600957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8600963.000000 Penalty: 5327.361328
	Iteration 21Q: 3 clusters Score -8600963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8600974.000000 Penalty: 5327.361328
	Iteration 22Q: 3 clusters Score -8600974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8600969.000000 Penalty: 5327.361328
	Iteration 23Q: 3 clusters Score -8600969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8600967.000000 Penalty: 5327.361328
	Iteration 24Q: 3 clusters Score -8600967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8600972.000000 Penalty: 5327.361328
	Iteration 25Q: 3 clusters Score -8600972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8600971.000000 Penalty: 5327.361328
	Iteration 26Q: 3 clusters Score -8600971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8600971.000000 Penalty: 5327.361328
	Iteration 27F: 3 clusters Score -8600971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Entering Unmasked Estep 
Score: -733650.437500 Penalty: 2054.556885
	Iteration 0F: 2 clusters Score -733650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -729762.750000 Penalty: 4109.113770
	Iteration 0F: 3 clusters Score -729762.8 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -730618.250000 Penalty: 4109.113770
	Iteration 1F: 3 clusters Score -730618.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -730786.625000 Penalty: 4109.113770
	Iteration 2F: 3 clusters Score -730786.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -730898.125000 Penalty: 4109.113770
	Iteration 3Q: 3 clusters Score -730898.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -730968.687500 Penalty: 4109.113770
	Iteration 4Q: 3 clusters Score -730968.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -731032.687500 Penalty: 4109.113770
	Iteration 5Q: 3 clusters Score -731032.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -731098.500000 Penalty: 4109.113770
	Iteration 6Q: 3 clusters Score -731098.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -731169.875000 Penalty: 4109.113770
	Iteration 7Q: 3 clusters Score -731169.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -731239.062500 Penalty: 4109.113770
	Iteration 8Q: 3 clusters Score -731239.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -731314.000000 Penalty: 4109.113770
	Iteration 9Q: 3 clusters Score -731314 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -731382.562500 Penalty: 4109.113770
	Iteration 10Q: 3 clusters Score -731382.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -731462.875000 Penalty: 4109.113770
	Iteration 11Q: 3 clusters Score -731462.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -731520.125000 Penalty: 4109.113770
	Iteration 12Q: 3 clusters Score -731520.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -731566.000000 Penalty: 4109.113770
	Iteration 13Q: 3 clusters Score -731566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -731611.375000 Penalty: 4109.113770
	Iteration 14Q: 3 clusters Score -731611.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -731654.437500 Penalty: 4109.113770
	Iteration 15Q: 3 clusters Score -731654.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -731679.625000 Penalty: 4109.113770
	Iteration 16Q: 3 clusters Score -731679.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -731705.312500 Penalty: 4109.113770
	Iteration 17Q: 3 clusters Score -731705.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -731726.562500 Penalty: 4109.113770
	Iteration 18Q: 3 clusters Score -731726.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -731750.687500 Penalty: 4109.113770
	Iteration 19Q: 3 clusters Score -731750.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -731763.562500 Penalty: 4109.113770
	Iteration 20F: 3 clusters Score -731763.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -731774.125000 Penalty: 4109.113770
	Iteration 21Q: 3 clusters Score -731774.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -731783.375000 Penalty: 4109.113770
	Iteration 22Q: 3 clusters Score -731783.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -731790.000000 Penalty: 4109.113770
	Iteration 23Q: 3 clusters Score -731790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -731798.625000 Penalty: 4109.113770
	Iteration 24Q: 3 clusters Score -731798.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -731804.500000 Penalty: 4109.113770
	Iteration 25Q: 3 clusters Score -731804.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -731812.062500 Penalty: 4109.113770
	Iteration 26Q: 3 clusters Score -731812.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -731818.187500 Penalty: 4109.113770
	Iteration 27Q: 3 clusters Score -731818.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -731826.500000 Penalty: 4109.113770
	Iteration 28Q: 3 clusters Score -731826.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -731832.562500 Penalty: 4109.113770
	Iteration 29Q: 3 clusters Score -731832.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -731839.437500 Penalty: 4109.113770
	Iteration 30Q: 3 clusters Score -731839.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -731847.750000 Penalty: 4109.113770
	Iteration 31Q: 3 clusters Score -731847.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -731852.000000 Penalty: 4109.113770
	Iteration 32Q: 3 clusters Score -731852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -731858.562500 Penalty: 4109.113770
	Iteration 33Q: 3 clusters Score -731858.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -731866.125000 Penalty: 4109.113770
	Iteration 34Q: 3 clusters Score -731866.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -731870.625000 Penalty: 4109.113770
	Iteration 35Q: 3 clusters Score -731870.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -731872.937500 Penalty: 4109.113770
	Iteration 36Q: 3 clusters Score -731872.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -731876.312500 Penalty: 4109.113770
	Iteration 37Q: 3 clusters Score -731876.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -731885.875000 Penalty: 4109.113770
	Iteration 38Q: 3 clusters Score -731885.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -731893.687500 Penalty: 4109.113770
	Iteration 39Q: 3 clusters Score -731893.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -731903.937500 Penalty: 4109.113770
	Iteration 40F: 3 clusters Score -731903.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -731912.625000 Penalty: 4109.113770
	Iteration 41Q: 3 clusters Score -731912.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -731916.750000 Penalty: 4109.113770
	Iteration 42Q: 3 clusters Score -731916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -731920.437500 Penalty: 4109.113770
	Iteration 43Q: 3 clusters Score -731920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -731922.437500 Penalty: 4109.113770
	Iteration 44Q: 3 clusters Score -731922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -731925.500000 Penalty: 4109.113770
	Iteration 45Q: 3 clusters Score -731925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -731926.250000 Penalty: 4109.113770
	Iteration 46Q: 3 clusters Score -731926.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -731928.625000 Penalty: 4109.113770
	Iteration 47Q: 3 clusters Score -731928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -731930.500000 Penalty: 4109.113770
	Iteration 48Q: 3 clusters Score -731930.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -731933.187500 Penalty: 4109.113770
	Iteration 49Q: 3 clusters Score -731933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -731935.187500 Penalty: 4109.113770
	Iteration 50Q: 3 clusters Score -731935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -731940.937500 Penalty: 4109.113770
	Iteration 51Q: 3 clusters Score -731940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -731942.062500 Penalty: 4109.113770
	Iteration 52Q: 3 clusters Score -731942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -731942.062500 Penalty: 4109.113770
	Iteration 53Q: 3 clusters Score -731942.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -731947.250000 Penalty: 4109.113770
	Iteration 54Q: 3 clusters Score -731947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -731951.562500 Penalty: 4109.113770
	Iteration 55Q: 3 clusters Score -731951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -731951.500000 Penalty: 4109.113770
	Iteration 56Q: 3 clusters Score -731951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -731951.312500 Penalty: 4109.113770
	Iteration 57Q: 3 clusters Score -731951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -731952.187500 Penalty: 4109.113770
	Iteration 58Q: 3 clusters Score -731952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -731952.500000 Penalty: 4109.113770
	Iteration 59Q: 3 clusters Score -731952.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -731954.125000 Penalty: 4109.113770
	Iteration 60F: 3 clusters Score -731954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -731954.562500 Penalty: 4109.113770
	Iteration 61Q: 3 clusters Score -731954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -731954.562500 Penalty: 4109.113770
	Iteration 62F: 3 clusters Score -731954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Entering Unmasked Estep 
Score: -9310698.000000 Penalty: 2682.311035
	Iteration 0F: 2 clusters Score -9310698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -9279114.000000 Penalty: 5364.622070
	Iteration 0F: 3 clusters Score -9279114 nChanged 23023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -9292070.000000 Penalty: 5364.622070
	Iteration 1F: 3 clusters Score -9292070 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -9292817.000000 Penalty: 5364.622070
	Iteration 2Q: 3 clusters Score -9292817 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -9293635.000000 Penalty: 5364.622070
	Iteration 3Q: 3 clusters Score -9293635 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -9294661.000000 Penalty: 5364.622070
	Iteration 4Q: 3 clusters Score -9294661 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -9296255.000000 Penalty: 5364.622070
	Iteration 5F: 3 clusters Score -9296255 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -9298347.000000 Penalty: 5364.622070
	Iteration 6F: 3 clusters Score -9298347 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -9301003.000000 Penalty: 5364.622070
	Iteration 7F: 3 clusters Score -9301003 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -9303842.000000 Penalty: 5364.622070
	Iteration 8F: 3 clusters Score -9303842 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -9306385.000000 Penalty: 5364.622070
	Iteration 9F: 3 clusters Score -9306385 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -9307709.000000 Penalty: 5364.622070
	Iteration 10Q: 3 clusters Score -9307709 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -9308116.000000 Penalty: 5364.622070
	Iteration 11Q: 3 clusters Score -9308116 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -9308307.000000 Penalty: 5364.622070
	Iteration 12Q: 3 clusters Score -9308307 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -9308359.000000 Penalty: 5364.622070
	Iteration 13Q: 3 clusters Score -9308359 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -9308393.000000 Penalty: 5364.622070
	Iteration 14Q: 3 clusters Score -9308393 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -9308416.000000 Penalty: 5364.622070
	Iteration 15Q: 3 clusters Score -9308416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -9308437.000000 Penalty: 5364.622070
	Iteration 16Q: 3 clusters Score -9308437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -9308455.000000 Penalty: 5364.622070
	Iteration 17Q: 3 clusters Score -9308455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -9308477.000000 Penalty: 5364.622070
	Iteration 18Q: 3 clusters Score -9308477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -9308474.000000 Penalty: 5364.622070
	Iteration 19Q: 3 clusters Score -9308474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -9308481.000000 Penalty: 5364.622070
	Iteration 20F: 3 clusters Score -9308481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -9308473.000000 Penalty: 5364.622070
	Iteration 21Q: 3 clusters Score -9308473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -9308482.000000 Penalty: 5364.622070
	Iteration 22Q: 3 clusters Score -9308482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -9308498.000000 Penalty: 5364.622070
	Iteration 23Q: 3 clusters Score -9308498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -9308496.000000 Penalty: 5364.622070
	Iteration 24Q: 3 clusters Score -9308496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -9308499.000000 Penalty: 5364.622070
	Iteration 25Q: 3 clusters Score -9308499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -9308509.000000 Penalty: 5364.622070
	Iteration 26Q: 3 clusters Score -9308509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -9308509.000000 Penalty: 5364.622070
	Iteration 27Q: 3 clusters Score -9308509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -9308513.000000 Penalty: 5364.622070
	Iteration 28Q: 3 clusters Score -9308513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -9308513.000000 Penalty: 5364.622070
	Iteration 29Q: 3 clusters Score -9308513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -9308508.000000 Penalty: 5364.622070
	Iteration 30Q: 3 clusters Score -9308508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -9308510.000000 Penalty: 5364.622070
	Iteration 31Q: 3 clusters Score -9308510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -9308512.000000 Penalty: 5364.622070
	Iteration 32Q: 3 clusters Score -9308512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -9308512.000000 Penalty: 5364.622070
	Iteration 33F: 3 clusters Score -9308512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Entering Unmasked Estep 
Score: -7350666.500000 Penalty: 2625.253662
	Iteration 0F: 2 clusters Score -7350666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -7323868.000000 Penalty: 5250.507324
	Iteration 0F: 3 clusters Score -7323868 nChanged 18165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -7333753.500000 Penalty: 5250.507324
	Iteration 1F: 3 clusters Score -7333754 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -7334173.000000 Penalty: 5250.507324
	Iteration 2Q: 3 clusters Score -7334173 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -7334498.500000 Penalty: 5250.507324
	Iteration 3Q: 3 clusters Score -7334498 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -7334822.000000 Penalty: 5250.507324
	Iteration 4Q: 3 clusters Score -7334822 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -7335216.500000 Penalty: 5250.507324
	Iteration 5Q: 3 clusters Score -7335216 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -7335668.500000 Penalty: 5250.507324
	Iteration 6Q: 3 clusters Score -7335668 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -7336325.500000 Penalty: 5250.507324
	Iteration 7Q: 3 clusters Score -7336326 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -7337227.500000 Penalty: 5250.507324
	Iteration 8Q: 3 clusters Score -7337228 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -7338446.000000 Penalty: 5250.507324
	Iteration 9Q: 3 clusters Score -7338446 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -7339867.500000 Penalty: 5250.507324
	Iteration 10Q: 3 clusters Score -7339868 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -7341435.500000 Penalty: 5250.507324
	Iteration 11F: 3 clusters Score -7341436 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -7342797.500000 Penalty: 5250.507324
	Iteration 12Q: 3 clusters Score -7342798 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -7343810.500000 Penalty: 5250.507324
	Iteration 13Q: 3 clusters Score -7343810 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -7344412.000000 Penalty: 5250.507324
	Iteration 14Q: 3 clusters Score -7344412 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -7344708.000000 Penalty: 5250.507324
	Iteration 15Q: 3 clusters Score -7344708 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -7344891.500000 Penalty: 5250.507324
	Iteration 16Q: 3 clusters Score -7344892 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -7344989.000000 Penalty: 5250.507324
	Iteration 17Q: 3 clusters Score -7344989 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -7345061.500000 Penalty: 5250.507324
	Iteration 18Q: 3 clusters Score -7345062 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -7345131.500000 Penalty: 5250.507324
	Iteration 19Q: 3 clusters Score -7345132 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -7345155.500000 Penalty: 5250.507324
	Iteration 20F: 3 clusters Score -7345156 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -7345191.500000 Penalty: 5250.507324
	Iteration 21Q: 3 clusters Score -7345192 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -7345244.000000 Penalty: 5250.507324
	Iteration 22Q: 3 clusters Score -7345244 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -7345283.000000 Penalty: 5250.507324
	Iteration 23Q: 3 clusters Score -7345283 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -7345322.000000 Penalty: 5250.507324
	Iteration 24Q: 3 clusters Score -7345322 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -7345343.500000 Penalty: 5250.507324
	Iteration 25Q: 3 clusters Score -7345344 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -7345372.500000 Penalty: 5250.507324
	Iteration 26Q: 3 clusters Score -7345372 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -7345405.500000 Penalty: 5250.507324
	Iteration 27Q: 3 clusters Score -7345406 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -7345446.000000 Penalty: 5250.507324
	Iteration 28Q: 3 clusters Score -7345446 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -7345471.500000 Penalty: 5250.507324
	Iteration 29Q: 3 clusters Score -7345472 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -7345525.500000 Penalty: 5250.507324
	Iteration 30Q: 3 clusters Score -7345526 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -7345551.000000 Penalty: 5250.507324
	Iteration 31Q: 3 clusters Score -7345551 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -7345614.500000 Penalty: 5250.507324
	Iteration 32Q: 3 clusters Score -7345614 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -7345701.500000 Penalty: 5250.507324
	Iteration 33Q: 3 clusters Score -7345702 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -7345799.000000 Penalty: 5250.507324
	Iteration 34Q: 3 clusters Score -7345799 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -7345870.500000 Penalty: 5250.507324
	Iteration 35Q: 3 clusters Score -7345870 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -7345979.000000 Penalty: 5250.507324
	Iteration 36Q: 3 clusters Score -7345979 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -7346102.500000 Penalty: 5250.507324
	Iteration 37Q: 3 clusters Score -7346102 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -7346283.000000 Penalty: 5250.507324
	Iteration 38Q: 3 clusters Score -7346283 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -7346531.500000 Penalty: 5250.507324
	Iteration 39Q: 3 clusters Score -7346532 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -7346783.500000 Penalty: 5250.507324
	Iteration 40F: 3 clusters Score -7346784 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -7347039.000000 Penalty: 5250.507324
	Iteration 41Q: 3 clusters Score -7347039 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7347305.500000 Penalty: 5250.507324
	Iteration 42Q: 3 clusters Score -7347306 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -7347516.500000 Penalty: 5250.507324
	Iteration 43Q: 3 clusters Score -7347516 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7347663.500000 Penalty: 5250.507324
	Iteration 44Q: 3 clusters Score -7347664 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -7347773.500000 Penalty: 5250.507324
	Iteration 45Q: 3 clusters Score -7347774 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7347883.500000 Penalty: 5250.507324
	Iteration 46Q: 3 clusters Score -7347884 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -7348013.500000 Penalty: 5250.507324
	Iteration 47Q: 3 clusters Score -7348014 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7348082.500000 Penalty: 5250.507324
	Iteration 48Q: 3 clusters Score -7348082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7348140.000000 Penalty: 5250.507324
	Iteration 49Q: 3 clusters Score -7348140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7348215.000000 Penalty: 5250.507324
	Iteration 50Q: 3 clusters Score -7348215 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7348265.500000 Penalty: 5250.507324
	Iteration 51Q: 3 clusters Score -7348266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7348300.000000 Penalty: 5250.507324
	Iteration 52Q: 3 clusters Score -7348300 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7348325.000000 Penalty: 5250.507324
	Iteration 53Q: 3 clusters Score -7348325 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7348359.000000 Penalty: 5250.507324
	Iteration 54Q: 3 clusters Score -7348359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7348402.000000 Penalty: 5250.507324
	Iteration 55Q: 3 clusters Score -7348402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7348427.000000 Penalty: 5250.507324
	Iteration 56Q: 3 clusters Score -7348427 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7348452.500000 Penalty: 5250.507324
	Iteration 57Q: 3 clusters Score -7348452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7348464.500000 Penalty: 5250.507324
	Iteration 58Q: 3 clusters Score -7348464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7348487.000000 Penalty: 5250.507324
	Iteration 59Q: 3 clusters Score -7348487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7348510.000000 Penalty: 5250.507324
	Iteration 60F: 3 clusters Score -7348510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7348540.000000 Penalty: 5250.507324
	Iteration 61Q: 3 clusters Score -7348540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7348551.500000 Penalty: 5250.507324
	Iteration 62Q: 3 clusters Score -7348552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7348558.500000 Penalty: 5250.507324
	Iteration 63Q: 3 clusters Score -7348558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7348566.500000 Penalty: 5250.507324
	Iteration 64Q: 3 clusters Score -7348566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7348577.500000 Penalty: 5250.507324
	Iteration 65Q: 3 clusters Score -7348578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7348571.000000 Penalty: 5250.507324
	Iteration 66Q: 3 clusters Score -7348571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7348576.000000 Penalty: 5250.507324
	Iteration 67Q: 3 clusters Score -7348576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7348583.500000 Penalty: 5250.507324
	Iteration 68Q: 3 clusters Score -7348584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7348580.000000 Penalty: 5250.507324
	Iteration 69Q: 3 clusters Score -7348580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7348591.000000 Penalty: 5250.507324
	Iteration 70Q: 3 clusters Score -7348591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7348590.000000 Penalty: 5250.507324
	Iteration 71Q: 3 clusters Score -7348590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7348604.000000 Penalty: 5250.507324
	Iteration 72Q: 3 clusters Score -7348604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7348604.000000 Penalty: 5250.507324
	Iteration 73Q: 3 clusters Score -7348604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7348619.000000 Penalty: 5250.507324
	Iteration 74Q: 3 clusters Score -7348619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7348619.500000 Penalty: 5250.507324
	Iteration 75Q: 3 clusters Score -7348620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7348619.500000 Penalty: 5250.507324
	Iteration 76Q: 3 clusters Score -7348620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7348618.500000 Penalty: 5250.507324
	Iteration 77Q: 3 clusters Score -7348618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7348617.000000 Penalty: 5250.507324
	Iteration 78Q: 3 clusters Score -7348617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7348617.000000 Penalty: 5250.507324
	Iteration 79F: 3 clusters Score -7348617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -90983.914062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -90983.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89369.992188 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -89369.99 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89865.507812 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -89865.51 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90162.132812 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -90162.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90381.812500 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -90381.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90500.117188 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -90500.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90624.039062 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -90624.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90681.054688 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -90681.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90728.281250 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -90728.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90741.039062 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -90741.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90748.906250 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -90748.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90752.289062 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -90752.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90752.289062 Penalty: 3250.750977
	Iteration 11F: 3 clusters Score -90752.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Entering Unmasked Estep 
Score: -8418496.000000 Penalty: 2657.957031
	Iteration 0F: 2 clusters Score -8418496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -8388563.500000 Penalty: 5315.914062
	Iteration 0F: 3 clusters Score -8388564 nChanged 20787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -8400050.000000 Penalty: 5315.914062
	Iteration 1F: 3 clusters Score -8400050 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -8400740.000000 Penalty: 5315.914062
	Iteration 2Q: 3 clusters Score -8400740 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -8401474.000000 Penalty: 5315.914062
	Iteration 3Q: 3 clusters Score -8401474 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -8402244.000000 Penalty: 5315.914062
	Iteration 4Q: 3 clusters Score -8402244 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -8403221.000000 Penalty: 5315.914062
	Iteration 5Q: 3 clusters Score -8403221 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -8404550.000000 Penalty: 5315.914062
	Iteration 6F: 3 clusters Score -8404550 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -8406523.000000 Penalty: 5315.914062
	Iteration 7F: 3 clusters Score -8406523 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -8409210.000000 Penalty: 5315.914062
	Iteration 8F: 3 clusters Score -8409210 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -8412200.000000 Penalty: 5315.914062
	Iteration 9F: 3 clusters Score -8412200 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -8414066.000000 Penalty: 5315.914062
	Iteration 10Q: 3 clusters Score -8414066 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -8414691.000000 Penalty: 5315.914062
	Iteration 11Q: 3 clusters Score -8414691 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -8414923.000000 Penalty: 5315.914062
	Iteration 12Q: 3 clusters Score -8414923 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -8415064.000000 Penalty: 5315.914062
	Iteration 13Q: 3 clusters Score -8415064 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -8415148.000000 Penalty: 5315.914062
	Iteration 14Q: 3 clusters Score -8415148 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -8415178.000000 Penalty: 5315.914062
	Iteration 15Q: 3 clusters Score -8415178 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -8415292.000000 Penalty: 5315.914062
	Iteration 16Q: 3 clusters Score -8415292 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -8415349.000000 Penalty: 5315.914062
	Iteration 17Q: 3 clusters Score -8415349 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -8415362.000000 Penalty: 5315.914062
	Iteration 18Q: 3 clusters Score -8415362 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -8415390.000000 Penalty: 5315.914062
	Iteration 19Q: 3 clusters Score -8415390 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -8415428.000000 Penalty: 5315.914062
	Iteration 20F: 3 clusters Score -8415428 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -8415466.000000 Penalty: 5315.914062
	Iteration 21Q: 3 clusters Score -8415466 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -8415478.000000 Penalty: 5315.914062
	Iteration 22Q: 3 clusters Score -8415478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -8415504.000000 Penalty: 5315.914062
	Iteration 23Q: 3 clusters Score -8415504 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -8415545.000000 Penalty: 5315.914062
	Iteration 24Q: 3 clusters Score -8415545 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -8415574.000000 Penalty: 5315.914062
	Iteration 25Q: 3 clusters Score -8415574 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -8415561.000000 Penalty: 5315.914062
	Iteration 26Q: 3 clusters Score -8415561 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -8415565.000000 Penalty: 5315.914062
	Iteration 27Q: 3 clusters Score -8415565 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -8415588.000000 Penalty: 5315.914062
	Iteration 28Q: 3 clusters Score -8415588 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -8415621.000000 Penalty: 5315.914062
	Iteration 29Q: 3 clusters Score -8415621 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -8415639.000000 Penalty: 5315.914062
	Iteration 30Q: 3 clusters Score -8415639 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -8415676.000000 Penalty: 5315.914062
	Iteration 31Q: 3 clusters Score -8415676 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -8415662.000000 Penalty: 5315.914062
	Iteration 32Q: 3 clusters Score -8415662 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -8415662.000000 Penalty: 5315.914062
	Iteration 33Q: 3 clusters Score -8415662 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -8415672.000000 Penalty: 5315.914062
	Iteration 34Q: 3 clusters Score -8415672 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -8415680.000000 Penalty: 5315.914062
	Iteration 35Q: 3 clusters Score -8415680 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -8415684.000000 Penalty: 5315.914062
	Iteration 36Q: 3 clusters Score -8415684 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -8415702.000000 Penalty: 5315.914062
	Iteration 37Q: 3 clusters Score -8415702 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -8415735.000000 Penalty: 5315.914062
	Iteration 38Q: 3 clusters Score -8415735 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -8415759.000000 Penalty: 5315.914062
	Iteration 39Q: 3 clusters Score -8415759 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -8415791.000000 Penalty: 5315.914062
	Iteration 40F: 3 clusters Score -8415791 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -8415792.000000 Penalty: 5315.914062
	Iteration 41Q: 3 clusters Score -8415792 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -8415822.000000 Penalty: 5315.914062
	Iteration 42Q: 3 clusters Score -8415822 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -8415819.000000 Penalty: 5315.914062
	Iteration 43Q: 3 clusters Score -8415819 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -8415833.000000 Penalty: 5315.914062
	Iteration 44Q: 3 clusters Score -8415833 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -8415869.000000 Penalty: 5315.914062
	Iteration 45Q: 3 clusters Score -8415869 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -8415880.000000 Penalty: 5315.914062
	Iteration 46Q: 3 clusters Score -8415880 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -8415879.000000 Penalty: 5315.914062
	Iteration 47Q: 3 clusters Score -8415879 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -8415870.000000 Penalty: 5315.914062
	Iteration 48Q: 3 clusters Score -8415870 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -8415895.000000 Penalty: 5315.914062
	Iteration 49Q: 3 clusters Score -8415895 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -8415911.000000 Penalty: 5315.914062
	Iteration 50Q: 3 clusters Score -8415911 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -8415920.000000 Penalty: 5315.914062
	Iteration 51Q: 3 clusters Score -8415920 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -8415907.000000 Penalty: 5315.914062
	Iteration 52Q: 3 clusters Score -8415907 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -8415941.000000 Penalty: 5315.914062
	Iteration 53Q: 3 clusters Score -8415941 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -8415964.000000 Penalty: 5315.914062
	Iteration 54Q: 3 clusters Score -8415964 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -8415949.000000 Penalty: 5315.914062
	Iteration 55Q: 3 clusters Score -8415949 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -8415940.000000 Penalty: 5315.914062
	Iteration 56Q: 3 clusters Score -8415940 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -8415957.000000 Penalty: 5315.914062
	Iteration 57Q: 3 clusters Score -8415957 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -8415965.000000 Penalty: 5315.914062
	Iteration 58Q: 3 clusters Score -8415965 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -8415969.000000 Penalty: 5315.914062
	Iteration 59Q: 3 clusters Score -8415969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -8415975.000000 Penalty: 5315.914062
	Iteration 60F: 3 clusters Score -8415975 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -8415980.000000 Penalty: 5315.914062
	Iteration 61Q: 3 clusters Score -8415980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -8415993.000000 Penalty: 5315.914062
	Iteration 62Q: 3 clusters Score -8415993 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -8415987.000000 Penalty: 5315.914062
	Iteration 63Q: 3 clusters Score -8415987 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -8415973.000000 Penalty: 5315.914062
	Iteration 64Q: 3 clusters Score -8415973 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -8415994.000000 Penalty: 5315.914062
	Iteration 65Q: 3 clusters Score -8415994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -8416004.000000 Penalty: 5315.914062
	Iteration 66Q: 3 clusters Score -8416004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -8415981.000000 Penalty: 5315.914062
	Iteration 67Q: 3 clusters Score -8415981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -8415996.000000 Penalty: 5315.914062
	Iteration 68Q: 3 clusters Score -8415996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -8416019.000000 Penalty: 5315.914062
	Iteration 69Q: 3 clusters Score -8416019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -8416020.000000 Penalty: 5315.914062
	Iteration 70Q: 3 clusters Score -8416020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -8416028.000000 Penalty: 5315.914062
	Iteration 71Q: 3 clusters Score -8416028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -8416029.000000 Penalty: 5315.914062
	Iteration 72Q: 3 clusters Score -8416029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8416031.000000 Penalty: 5315.914062
	Iteration 73Q: 3 clusters Score -8416031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -8416047.000000 Penalty: 5315.914062
	Iteration 74Q: 3 clusters Score -8416047 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -8416041.000000 Penalty: 5315.914062
	Iteration 75Q: 3 clusters Score -8416041 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -8416042.000000 Penalty: 5315.914062
	Iteration 76Q: 3 clusters Score -8416042 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -8416060.000000 Penalty: 5315.914062
	Iteration 77Q: 3 clusters Score -8416060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -8416086.000000 Penalty: 5315.914062
	Iteration 78Q: 3 clusters Score -8416086 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -8416109.000000 Penalty: 5315.914062
	Iteration 79Q: 3 clusters Score -8416109 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -8416110.000000 Penalty: 5315.914062
	Iteration 80F: 3 clusters Score -8416110 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -8416112.000000 Penalty: 5315.914062
	Iteration 81Q: 3 clusters Score -8416112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -8416099.000000 Penalty: 5315.914062
	Iteration 82Q: 3 clusters Score -8416099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -8416113.000000 Penalty: 5315.914062
	Iteration 83Q: 3 clusters Score -8416113 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8416122.000000 Penalty: 5315.914062
	Iteration 84Q: 3 clusters Score -8416122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8416124.000000 Penalty: 5315.914062
	Iteration 85Q: 3 clusters Score -8416124 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -8416149.000000 Penalty: 5315.914062
	Iteration 86Q: 3 clusters Score -8416149 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8416163.000000 Penalty: 5315.914062
	Iteration 87Q: 3 clusters Score -8416163 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -8416166.000000 Penalty: 5315.914062
	Iteration 88Q: 3 clusters Score -8416166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -8416179.000000 Penalty: 5315.914062
	Iteration 89Q: 3 clusters Score -8416179 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -8416203.000000 Penalty: 5315.914062
	Iteration 90Q: 3 clusters Score -8416203 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -8416222.000000 Penalty: 5315.914062
	Iteration 91Q: 3 clusters Score -8416222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8416207.000000 Penalty: 5315.914062
	Iteration 92Q: 3 clusters Score -8416207 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -8416229.000000 Penalty: 5315.914062
	Iteration 93Q: 3 clusters Score -8416229 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -8416239.000000 Penalty: 5315.914062
	Iteration 94Q: 3 clusters Score -8416239 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8416271.000000 Penalty: 5315.914062
	Iteration 95Q: 3 clusters Score -8416271 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -8416279.000000 Penalty: 5315.914062
	Iteration 96Q: 3 clusters Score -8416279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -8416293.000000 Penalty: 5315.914062
	Iteration 97Q: 3 clusters Score -8416293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -8416315.000000 Penalty: 5315.914062
	Iteration 98Q: 3 clusters Score -8416315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -8416335.000000 Penalty: 5315.914062
	Iteration 99Q: 3 clusters Score -8416335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -8416333.000000 Penalty: 5315.914062
	Iteration 100F: 3 clusters Score -8416333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -8416337.000000 Penalty: 5315.914062
	Iteration 101Q: 3 clusters Score -8416337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8416328.000000 Penalty: 5315.914062
	Iteration 102Q: 3 clusters Score -8416328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8416348.000000 Penalty: 5315.914062
	Iteration 103Q: 3 clusters Score -8416348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8416361.000000 Penalty: 5315.914062
	Iteration 104Q: 3 clusters Score -8416361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -8416350.000000 Penalty: 5315.914062
	Iteration 105Q: 3 clusters Score -8416350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8416349.000000 Penalty: 5315.914062
	Iteration 106Q: 3 clusters Score -8416349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -8416356.000000 Penalty: 5315.914062
	Iteration 107Q: 3 clusters Score -8416356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8416362.000000 Penalty: 5315.914062
	Iteration 108Q: 3 clusters Score -8416362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8416367.000000 Penalty: 5315.914062
	Iteration 109Q: 3 clusters Score -8416367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8416373.000000 Penalty: 5315.914062
	Iteration 110Q: 3 clusters Score -8416373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -8416363.000000 Penalty: 5315.914062
	Iteration 111Q: 3 clusters Score -8416363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -8416361.000000 Penalty: 5315.914062
	Iteration 112Q: 3 clusters Score -8416361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -8416362.000000 Penalty: 5315.914062
	Iteration 113Q: 3 clusters Score -8416362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -8416367.000000 Penalty: 5315.914062
	Iteration 114Q: 3 clusters Score -8416367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -8416371.000000 Penalty: 5315.914062
	Iteration 115Q: 3 clusters Score -8416371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -8416392.000000 Penalty: 5315.914062
	Iteration 116Q: 3 clusters Score -8416392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8416385.000000 Penalty: 5315.914062
	Iteration 117Q: 3 clusters Score -8416385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -8416394.000000 Penalty: 5315.914062
	Iteration 118Q: 3 clusters Score -8416394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -8416400.000000 Penalty: 5315.914062
	Iteration 119Q: 3 clusters Score -8416400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -8416406.000000 Penalty: 5315.914062
	Iteration 120F: 3 clusters Score -8416406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -8416417.000000 Penalty: 5315.914062
	Iteration 121Q: 3 clusters Score -8416417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -8416410.000000 Penalty: 5315.914062
	Iteration 122Q: 3 clusters Score -8416410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -8416413.000000 Penalty: 5315.914062
	Iteration 123Q: 3 clusters Score -8416413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -8416409.000000 Penalty: 5315.914062
	Iteration 124Q: 3 clusters Score -8416409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -8416412.000000 Penalty: 5315.914062
	Iteration 125Q: 3 clusters Score -8416412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -8416426.000000 Penalty: 5315.914062
	Iteration 126Q: 3 clusters Score -8416426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -8416422.000000 Penalty: 5315.914062
	Iteration 127Q: 3 clusters Score -8416422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -8416435.000000 Penalty: 5315.914062
	Iteration 128Q: 3 clusters Score -8416435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -8416440.000000 Penalty: 5315.914062
	Iteration 129Q: 3 clusters Score -8416440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -8416435.000000 Penalty: 5315.914062
	Iteration 130Q: 3 clusters Score -8416435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8416441.000000 Penalty: 5315.914062
	Iteration 131Q: 3 clusters Score -8416441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -8416442.000000 Penalty: 5315.914062
	Iteration 132Q: 3 clusters Score -8416442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -8416453.000000 Penalty: 5315.914062
	Iteration 133Q: 3 clusters Score -8416453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -8416447.000000 Penalty: 5315.914062
	Iteration 134Q: 3 clusters Score -8416447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -8416442.000000 Penalty: 5315.914062
	Iteration 135Q: 3 clusters Score -8416442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -8416438.000000 Penalty: 5315.914062
	Iteration 136Q: 3 clusters Score -8416438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -8416442.000000 Penalty: 5315.914062
	Iteration 137Q: 3 clusters Score -8416442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8416446.000000 Penalty: 5315.914062
	Iteration 138Q: 3 clusters Score -8416446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -8416449.000000 Penalty: 5315.914062
	Iteration 139Q: 3 clusters Score -8416449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8416449.000000 Penalty: 5315.914062
	Iteration 140F: 3 clusters Score -8416449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -8416454.000000 Penalty: 5315.914062
	Iteration 141Q: 3 clusters Score -8416454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -8416451.000000 Penalty: 5315.914062
	Iteration 142Q: 3 clusters Score -8416451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8416448.000000 Penalty: 5315.914062
	Iteration 143Q: 3 clusters Score -8416448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8416460.000000 Penalty: 5315.914062
	Iteration 144Q: 3 clusters Score -8416460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8416460.000000 Penalty: 5315.914062
	Iteration 145Q: 3 clusters Score -8416460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -8416470.000000 Penalty: 5315.914062
	Iteration 146Q: 3 clusters Score -8416470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -8416468.000000 Penalty: 5315.914062
	Iteration 147Q: 3 clusters Score -8416468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -8416465.000000 Penalty: 5315.914062
	Iteration 148Q: 3 clusters Score -8416465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8416466.000000 Penalty: 5315.914062
	Iteration 149Q: 3 clusters Score -8416466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8416466.000000 Penalty: 5315.914062
	Iteration 150F: 3 clusters Score -8416466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -130498.898438 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -130498.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -128659.929688 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -128659.9 nChanged 257
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: -129144.929688 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -129144.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -129485.968750 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -129486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -129836.039062 Penalty: 3361.147461
	Iteration 3F: 3 clusters Score -129836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130213.898438 Penalty: 3361.147461
	Iteration 4F: 3 clusters Score -130213.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -130654.835938 Penalty: 3361.147461
	Iteration 5F: 3 clusters Score -130654.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -131054.242188 Penalty: 3361.147461
	Iteration 6F: 3 clusters Score -131054.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -131220.953125 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -131221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -131322.578125 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -131322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -131347.750000 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -131347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131358.781250 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -131358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -131361.140625 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -131361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -131361.140625 Penalty: 3361.147461
	Iteration 12F: 3 clusters Score -131361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29021 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31791 members 
Mstep: Class 5 contains 45783 members 
Mstep: Class 6 contains 42979 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 46196 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 49800 members 
Mstep: Class 11 contains 39565 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45142 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16473 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34040 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49347 members 
Mstep: Class 23 contains 48599 members 
Mstep: Class 24 contains 49334 members 
Mstep: Class 25 contains 53302 members 
Mstep: Class 26 contains 513 members 
Entering Unmasked Estep 
Score: -110185552.000000 Penalty: 85816.687500
Splitting cluster 14 changes total score from -110186256.000000 to -110185552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -404095.500000 Penalty: 1905.940430
	Iteration 0F: 2 clusters Score -404095.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -401315.625000 Penalty: 3811.880859
	Iteration 0F: 3 clusters Score -401315.6 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -401862.281250 Penalty: 3811.880859
	Iteration 1F: 3 clusters Score -401862.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -402001.062500 Penalty: 3811.880859
	Iteration 2F: 3 clusters Score -402001.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -402056.000000 Penalty: 3811.880859
	Iteration 3Q: 3 clusters Score -402056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -402089.781250 Penalty: 3811.880859
	Iteration 4Q: 3 clusters Score -402089.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -402110.093750 Penalty: 3811.880859
	Iteration 5Q: 3 clusters Score -402110.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -402127.343750 Penalty: 3811.880859
	Iteration 6Q: 3 clusters Score -402127.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -402138.718750 Penalty: 3811.880859
	Iteration 7Q: 3 clusters Score -402138.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -402147.437500 Penalty: 3811.880859
	Iteration 8Q: 3 clusters Score -402147.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -402158.750000 Penalty: 3811.880859
	Iteration 9Q: 3 clusters Score -402158.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -402170.062500 Penalty: 3811.880859
	Iteration 10Q: 3 clusters Score -402170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -402181.281250 Penalty: 3811.880859
	Iteration 11Q: 3 clusters Score -402181.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -402190.937500 Penalty: 3811.880859
	Iteration 12Q: 3 clusters Score -402190.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -402199.156250 Penalty: 3811.880859
	Iteration 13Q: 3 clusters Score -402199.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -402202.750000 Penalty: 3811.880859
	Iteration 14Q: 3 clusters Score -402202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -402203.281250 Penalty: 3811.880859
	Iteration 15Q: 3 clusters Score -402203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -402204.250000 Penalty: 3811.880859
	Iteration 16Q: 3 clusters Score -402204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -402206.375000 Penalty: 3811.880859
	Iteration 17Q: 3 clusters Score -402206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -402207.437500 Penalty: 3811.880859
	Iteration 18Q: 3 clusters Score -402207.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -402207.437500 Penalty: 3811.880859
	Iteration 19F: 3 clusters Score -402207.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -205958.093750 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -205958.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -203853.281250 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -203853.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -204238.593750 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -204238.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -204379.531250 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -204379.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -204477.656250 Penalty: 3542.057373
	Iteration 3Q: 3 clusters Score -204477.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -204534.515625 Penalty: 3542.057373
	Iteration 4Q: 3 clusters Score -204534.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -204580.703125 Penalty: 3542.057373
	Iteration 5Q: 3 clusters Score -204580.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -204630.750000 Penalty: 3542.057373
	Iteration 6Q: 3 clusters Score -204630.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -204682.968750 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -204683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -204711.625000 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -204711.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -204736.046875 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -204736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -204760.703125 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -204760.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -204803.312500 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -204803.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -204849.281250 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -204849.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -204875.875000 Penalty: 3542.057373
	Iteration 13Q: 3 clusters Score -204875.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -204893.171875 Penalty: 3542.057373
	Iteration 14Q: 3 clusters Score -204893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -204912.515625 Penalty: 3542.057373
	Iteration 15Q: 3 clusters Score -204912.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -204922.796875 Penalty: 3542.057373
	Iteration 16Q: 3 clusters Score -204922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -204928.500000 Penalty: 3542.057373
	Iteration 17Q: 3 clusters Score -204928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -204935.656250 Penalty: 3542.057373
	Iteration 18Q: 3 clusters Score -204935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -204940.031250 Penalty: 3542.057373
	Iteration 19Q: 3 clusters Score -204940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -204946.296875 Penalty: 3542.057373
	Iteration 20F: 3 clusters Score -204946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -204949.328125 Penalty: 3542.057373
	Iteration 21Q: 3 clusters Score -204949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -204950.328125 Penalty: 3542.057373
	Iteration 22Q: 3 clusters Score -204950.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -204951.671875 Penalty: 3542.057373
	Iteration 23Q: 3 clusters Score -204951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -204953.687500 Penalty: 3542.057373
	Iteration 24Q: 3 clusters Score -204953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -204954.906250 Penalty: 3542.057373
	Iteration 25Q: 3 clusters Score -204954.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -204956.859375 Penalty: 3542.057373
	Iteration 26Q: 3 clusters Score -204956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -204956.859375 Penalty: 3542.057373
	Iteration 27F: 3 clusters Score -204956.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Entering Unmasked Estep 
Score: -3071912.000000 Penalty: 2407.950684
	Iteration 0F: 2 clusters Score -3071912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3060077.500000 Penalty: 4815.901367
	Iteration 0F: 3 clusters Score -3060078 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -3063861.500000 Penalty: 4815.901367
	Iteration 1F: 3 clusters Score -3063862 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3064141.000000 Penalty: 4815.901367
	Iteration 2Q: 3 clusters Score -3064141 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3064351.750000 Penalty: 4815.901367
	Iteration 3Q: 3 clusters Score -3064352 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3064533.750000 Penalty: 4815.901367
	Iteration 4Q: 3 clusters Score -3064534 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3064719.750000 Penalty: 4815.901367
	Iteration 5Q: 3 clusters Score -3064720 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3064863.000000 Penalty: 4815.901367
	Iteration 6Q: 3 clusters Score -3064863 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3065014.500000 Penalty: 4815.901367
	Iteration 7Q: 3 clusters Score -3065014 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3065148.000000 Penalty: 4815.901367
	Iteration 8Q: 3 clusters Score -3065148 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3065299.250000 Penalty: 4815.901367
	Iteration 9Q: 3 clusters Score -3065299 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3065507.500000 Penalty: 4815.901367
	Iteration 10Q: 3 clusters Score -3065508 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3065802.000000 Penalty: 4815.901367
	Iteration 11Q: 3 clusters Score -3065802 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3066199.750000 Penalty: 4815.901367
	Iteration 12Q: 3 clusters Score -3066200 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3066751.250000 Penalty: 4815.901367
	Iteration 13Q: 3 clusters Score -3066751 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3067426.250000 Penalty: 4815.901367
	Iteration 14F: 3 clusters Score -3067426 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3068102.500000 Penalty: 4815.901367
	Iteration 15F: 3 clusters Score -3068102 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3068689.250000 Penalty: 4815.901367
	Iteration 16Q: 3 clusters Score -3068689 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3069090.250000 Penalty: 4815.901367
	Iteration 17Q: 3 clusters Score -3069090 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3069341.750000 Penalty: 4815.901367
	Iteration 18Q: 3 clusters Score -3069342 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3069471.000000 Penalty: 4815.901367
	Iteration 19Q: 3 clusters Score -3069471 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3069560.500000 Penalty: 4815.901367
	Iteration 20F: 3 clusters Score -3069560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3069625.000000 Penalty: 4815.901367
	Iteration 21Q: 3 clusters Score -3069625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3069659.250000 Penalty: 4815.901367
	Iteration 22Q: 3 clusters Score -3069659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3069698.500000 Penalty: 4815.901367
	Iteration 23Q: 3 clusters Score -3069698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3069733.250000 Penalty: 4815.901367
	Iteration 24Q: 3 clusters Score -3069733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3069758.000000 Penalty: 4815.901367
	Iteration 25Q: 3 clusters Score -3069758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3069769.500000 Penalty: 4815.901367
	Iteration 26Q: 3 clusters Score -3069770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3069776.000000 Penalty: 4815.901367
	Iteration 27Q: 3 clusters Score -3069776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3069784.000000 Penalty: 4815.901367
	Iteration 28Q: 3 clusters Score -3069784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3069784.750000 Penalty: 4815.901367
	Iteration 29Q: 3 clusters Score -3069785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3069788.250000 Penalty: 4815.901367
	Iteration 30Q: 3 clusters Score -3069788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3069792.750000 Penalty: 4815.901367
	Iteration 31Q: 3 clusters Score -3069793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3069799.750000 Penalty: 4815.901367
	Iteration 32Q: 3 clusters Score -3069800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3069802.750000 Penalty: 4815.901367
	Iteration 33Q: 3 clusters Score -3069803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3069803.750000 Penalty: 4815.901367
	Iteration 34Q: 3 clusters Score -3069804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3069804.500000 Penalty: 4815.901367
	Iteration 35Q: 3 clusters Score -3069804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3069804.500000 Penalty: 4815.901367
	Iteration 36F: 3 clusters Score -3069804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -445267.843750 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -445267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -442281.687500 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -442281.7 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -442896.187500 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -442896.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -443083.625000 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -443083.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -443181.031250 Penalty: 3891.714844
	Iteration 3Q: 3 clusters Score -443181 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -443247.281250 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -443247.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -443292.437500 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -443292.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -443325.812500 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -443325.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -443362.250000 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -443362.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -443392.875000 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -443392.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -443428.906250 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -443428.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -443460.218750 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -443460.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -443501.968750 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -443502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -443538.625000 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -443538.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -443563.531250 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -443563.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -443584.781250 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -443584.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -443596.125000 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -443596.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -443607.062500 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -443607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -443614.468750 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -443614.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -443625.156250 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -443625.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -443630.156250 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -443630.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -443641.968750 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -443642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -443651.468750 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -443651.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -443661.406250 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -443661.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -443671.875000 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -443671.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -443680.781250 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -443680.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -443687.031250 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -443687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -443692.593750 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -443692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -443700.156250 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -443700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -443707.093750 Penalty: 3891.714844
	Iteration 28Q: 3 clusters Score -443707.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -443711.531250 Penalty: 3891.714844
	Iteration 29Q: 3 clusters Score -443711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -443714.906250 Penalty: 3891.714844
	Iteration 30Q: 3 clusters Score -443714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -443717.781250 Penalty: 3891.714844
	Iteration 31Q: 3 clusters Score -443717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -443721.687500 Penalty: 3891.714844
	Iteration 32Q: 3 clusters Score -443721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -443724.031250 Penalty: 3891.714844
	Iteration 33Q: 3 clusters Score -443724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -443728.531250 Penalty: 3891.714844
	Iteration 34Q: 3 clusters Score -443728.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -443731.968750 Penalty: 3891.714844
	Iteration 35Q: 3 clusters Score -443732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -443732.500000 Penalty: 3891.714844
	Iteration 36Q: 3 clusters Score -443732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -443732.750000 Penalty: 3891.714844
	Iteration 37Q: 3 clusters Score -443732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -443734.343750 Penalty: 3891.714844
	Iteration 38Q: 3 clusters Score -443734.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -443736.156250 Penalty: 3891.714844
	Iteration 39Q: 3 clusters Score -443736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -443738.156250 Penalty: 3891.714844
	Iteration 40F: 3 clusters Score -443738.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -443740.843750 Penalty: 3891.714844
	Iteration 41Q: 3 clusters Score -443740.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -443744.343750 Penalty: 3891.714844
	Iteration 42Q: 3 clusters Score -443744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -443748.406250 Penalty: 3891.714844
	Iteration 43Q: 3 clusters Score -443748.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -443754.125000 Penalty: 3891.714844
	Iteration 44Q: 3 clusters Score -443754.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -443758.781250 Penalty: 3891.714844
	Iteration 45Q: 3 clusters Score -443758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -443762.937500 Penalty: 3891.714844
	Iteration 46Q: 3 clusters Score -443762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -443765.281250 Penalty: 3891.714844
	Iteration 47Q: 3 clusters Score -443765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -443769.125000 Penalty: 3891.714844
	Iteration 48Q: 3 clusters Score -443769.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -443772.656250 Penalty: 3891.714844
	Iteration 49Q: 3 clusters Score -443772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -443773.437500 Penalty: 3891.714844
	Iteration 50Q: 3 clusters Score -443773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -443773.843750 Penalty: 3891.714844
	Iteration 51Q: 3 clusters Score -443773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -443773.843750 Penalty: 3891.714844
	Iteration 52F: 3 clusters Score -443773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Entering Unmasked Estep 
Score: -6272268.000000 Penalty: 2587.952148
	Iteration 0F: 2 clusters Score -6272268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -6249178.000000 Penalty: 5175.904297
	Iteration 0F: 3 clusters Score -6249178 nChanged 15249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -6257289.000000 Penalty: 5175.904297
	Iteration 1F: 3 clusters Score -6257289 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -6257611.500000 Penalty: 5175.904297
	Iteration 2Q: 3 clusters Score -6257612 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -6257955.000000 Penalty: 5175.904297
	Iteration 3Q: 3 clusters Score -6257955 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -6258274.500000 Penalty: 5175.904297
	Iteration 4Q: 3 clusters Score -6258274 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -6258622.500000 Penalty: 5175.904297
	Iteration 5Q: 3 clusters Score -6258622 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -6259001.000000 Penalty: 5175.904297
	Iteration 6Q: 3 clusters Score -6259001 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -6259598.000000 Penalty: 5175.904297
	Iteration 7Q: 3 clusters Score -6259598 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -6260517.000000 Penalty: 5175.904297
	Iteration 8Q: 3 clusters Score -6260517 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -6261877.500000 Penalty: 5175.904297
	Iteration 9F: 3 clusters Score -6261878 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -6263668.000000 Penalty: 5175.904297
	Iteration 10F: 3 clusters Score -6263668 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -6265777.500000 Penalty: 5175.904297
	Iteration 11F: 3 clusters Score -6265778 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -6268006.000000 Penalty: 5175.904297
	Iteration 12Q: 3 clusters Score -6268006 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -6269569.000000 Penalty: 5175.904297
	Iteration 13Q: 3 clusters Score -6269569 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -6270123.500000 Penalty: 5175.904297
	Iteration 14Q: 3 clusters Score -6270124 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -6270292.000000 Penalty: 5175.904297
	Iteration 15Q: 3 clusters Score -6270292 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -6270361.000000 Penalty: 5175.904297
	Iteration 16Q: 3 clusters Score -6270361 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6270401.500000 Penalty: 5175.904297
	Iteration 17Q: 3 clusters Score -6270402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -6270403.000000 Penalty: 5175.904297
	Iteration 18Q: 3 clusters Score -6270403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -6270399.500000 Penalty: 5175.904297
	Iteration 19Q: 3 clusters Score -6270400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6270408.000000 Penalty: 5175.904297
	Iteration 20F: 3 clusters Score -6270408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6270417.500000 Penalty: 5175.904297
	Iteration 21Q: 3 clusters Score -6270418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6270421.000000 Penalty: 5175.904297
	Iteration 22Q: 3 clusters Score -6270421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -6270424.500000 Penalty: 5175.904297
	Iteration 23Q: 3 clusters Score -6270424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -6270423.500000 Penalty: 5175.904297
	Iteration 24Q: 3 clusters Score -6270424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -6270424.500000 Penalty: 5175.904297
	Iteration 25Q: 3 clusters Score -6270424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6270418.500000 Penalty: 5175.904297
	Iteration 26Q: 3 clusters Score -6270418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6270431.500000 Penalty: 5175.904297
	Iteration 27Q: 3 clusters Score -6270432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6270438.500000 Penalty: 5175.904297
	Iteration 28Q: 3 clusters Score -6270438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -6270428.500000 Penalty: 5175.904297
	Iteration 29Q: 3 clusters Score -6270428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -6270430.000000 Penalty: 5175.904297
	Iteration 30Q: 3 clusters Score -6270430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6270439.000000 Penalty: 5175.904297
	Iteration 31Q: 3 clusters Score -6270439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -6270437.500000 Penalty: 5175.904297
	Iteration 32Q: 3 clusters Score -6270438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6270445.500000 Penalty: 5175.904297
	Iteration 33Q: 3 clusters Score -6270446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -6270452.000000 Penalty: 5175.904297
	Iteration 34Q: 3 clusters Score -6270452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -6270449.500000 Penalty: 5175.904297
	Iteration 35Q: 3 clusters Score -6270450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6270448.500000 Penalty: 5175.904297
	Iteration 36Q: 3 clusters Score -6270448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -6270450.000000 Penalty: 5175.904297
	Iteration 37Q: 3 clusters Score -6270450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -6270453.500000 Penalty: 5175.904297
	Iteration 38Q: 3 clusters Score -6270454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6270449.000000 Penalty: 5175.904297
	Iteration 39Q: 3 clusters Score -6270449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -6270446.500000 Penalty: 5175.904297
	Iteration 40F: 3 clusters Score -6270446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -6270456.000000 Penalty: 5175.904297
	Iteration 41Q: 3 clusters Score -6270456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -6270453.000000 Penalty: 5175.904297
	Iteration 42Q: 3 clusters Score -6270453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6270445.000000 Penalty: 5175.904297
	Iteration 43Q: 3 clusters Score -6270445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -6270454.000000 Penalty: 5175.904297
	Iteration 44Q: 3 clusters Score -6270454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6270455.000000 Penalty: 5175.904297
	Iteration 45Q: 3 clusters Score -6270455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6270447.500000 Penalty: 5175.904297
	Iteration 46Q: 3 clusters Score -6270448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6270448.000000 Penalty: 5175.904297
	Iteration 47Q: 3 clusters Score -6270448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -6270462.500000 Penalty: 5175.904297
	Iteration 48Q: 3 clusters Score -6270462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -6270462.000000 Penalty: 5175.904297
	Iteration 49Q: 3 clusters Score -6270462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6270452.500000 Penalty: 5175.904297
	Iteration 50Q: 3 clusters Score -6270452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -6270455.000000 Penalty: 5175.904297
	Iteration 51Q: 3 clusters Score -6270455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -6270455.500000 Penalty: 5175.904297
	Iteration 52Q: 3 clusters Score -6270456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6270454.000000 Penalty: 5175.904297
	Iteration 53Q: 3 clusters Score -6270454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6270457.000000 Penalty: 5175.904297
	Iteration 54Q: 3 clusters Score -6270457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6270457.000000 Penalty: 5175.904297
	Iteration 55F: 3 clusters Score -6270457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -78791.773438 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -78791.77 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 252 members 
Entering Unmasked Estep 
Score: -77321.945312 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -77321.95 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77683.835938 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -77683.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -77866.796875 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -77866.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -78020.117188 Penalty: 3060.126709
	Iteration 3F: 3 clusters Score -78020.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -78095.429688 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -78095.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -78143.578125 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -78143.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -78215.750000 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -78215.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -78255.210938 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -78255.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -78260.414062 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -78260.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78264.656250 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -78264.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -78266.125000 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -78266.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78271.484375 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -78271.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -78279.882812 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -78279.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -78281.750000 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -78281.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -78281.750000 Penalty: 3060.126709
	Iteration 14F: 3 clusters Score -78281.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -232772.671875 Penalty: 1785.334961
	Iteration 0F: 2 clusters Score -232772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -230647.843750 Penalty: 3570.669922
	Iteration 0F: 3 clusters Score -230647.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -231373.984375 Penalty: 3570.669922
	Iteration 1F: 3 clusters Score -231374 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -231831.718750 Penalty: 3570.669922
	Iteration 2F: 3 clusters Score -231831.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -232143.203125 Penalty: 3570.669922
	Iteration 3F: 3 clusters Score -232143.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -232291.171875 Penalty: 3570.669922
	Iteration 4F: 3 clusters Score -232291.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -232372.343750 Penalty: 3570.669922
	Iteration 5Q: 3 clusters Score -232372.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -232438.750000 Penalty: 3570.669922
	Iteration 6Q: 3 clusters Score -232438.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -232470.875000 Penalty: 3570.669922
	Iteration 7Q: 3 clusters Score -232470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -232494.031250 Penalty: 3570.669922
	Iteration 8Q: 3 clusters Score -232494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -232516.203125 Penalty: 3570.669922
	Iteration 9Q: 3 clusters Score -232516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -232524.171875 Penalty: 3570.669922
	Iteration 10Q: 3 clusters Score -232524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -232545.484375 Penalty: 3570.669922
	Iteration 11Q: 3 clusters Score -232545.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -232561.921875 Penalty: 3570.669922
	Iteration 12Q: 3 clusters Score -232561.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -232573.156250 Penalty: 3570.669922
	Iteration 13Q: 3 clusters Score -232573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -232581.453125 Penalty: 3570.669922
	Iteration 14Q: 3 clusters Score -232581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -232584.218750 Penalty: 3570.669922
	Iteration 15Q: 3 clusters Score -232584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -232590.281250 Penalty: 3570.669922
	Iteration 16Q: 3 clusters Score -232590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -232596.031250 Penalty: 3570.669922
	Iteration 17Q: 3 clusters Score -232596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -232596.031250 Penalty: 3570.669922
	Iteration 18F: 3 clusters Score -232596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Entering Unmasked Estep 
Score: -9230215.000000 Penalty: 2680.044678
	Iteration 0F: 2 clusters Score -9230215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -9198665.000000 Penalty: 5360.089355
	Iteration 0F: 3 clusters Score -9198665 nChanged 22752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -9211237.000000 Penalty: 5360.089355
	Iteration 1F: 3 clusters Score -9211237 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -9211817.000000 Penalty: 5360.089355
	Iteration 2Q: 3 clusters Score -9211817 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -9212530.000000 Penalty: 5360.089355
	Iteration 3Q: 3 clusters Score -9212530 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -9213324.000000 Penalty: 5360.089355
	Iteration 4Q: 3 clusters Score -9213324 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -9214358.000000 Penalty: 5360.089355
	Iteration 5Q: 3 clusters Score -9214358 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -9215873.000000 Penalty: 5360.089355
	Iteration 6F: 3 clusters Score -9215873 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -9218079.000000 Penalty: 5360.089355
	Iteration 7F: 3 clusters Score -9218079 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -9220343.000000 Penalty: 5360.089355
	Iteration 8F: 3 clusters Score -9220343 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -9222575.000000 Penalty: 5360.089355
	Iteration 9F: 3 clusters Score -9222575 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -9224385.000000 Penalty: 5360.089355
	Iteration 10Q: 3 clusters Score -9224385 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -9225533.000000 Penalty: 5360.089355
	Iteration 11Q: 3 clusters Score -9225533 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -9226430.000000 Penalty: 5360.089355
	Iteration 12Q: 3 clusters Score -9226430 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -9227034.000000 Penalty: 5360.089355
	Iteration 13Q: 3 clusters Score -9227034 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -9227458.000000 Penalty: 5360.089355
	Iteration 14Q: 3 clusters Score -9227458 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -9227683.000000 Penalty: 5360.089355
	Iteration 15Q: 3 clusters Score -9227683 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -9227842.000000 Penalty: 5360.089355
	Iteration 16Q: 3 clusters Score -9227842 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -9227965.000000 Penalty: 5360.089355
	Iteration 17Q: 3 clusters Score -9227965 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -9228035.000000 Penalty: 5360.089355
	Iteration 18Q: 3 clusters Score -9228035 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -9228108.000000 Penalty: 5360.089355
	Iteration 19Q: 3 clusters Score -9228108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -9228154.000000 Penalty: 5360.089355
	Iteration 20F: 3 clusters Score -9228154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -9228164.000000 Penalty: 5360.089355
	Iteration 21Q: 3 clusters Score -9228164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -9228197.000000 Penalty: 5360.089355
	Iteration 22Q: 3 clusters Score -9228197 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9228212.000000 Penalty: 5360.089355
	Iteration 23Q: 3 clusters Score -9228212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -9228239.000000 Penalty: 5360.089355
	Iteration 24Q: 3 clusters Score -9228239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -9228252.000000 Penalty: 5360.089355
	Iteration 25Q: 3 clusters Score -9228252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -9228250.000000 Penalty: 5360.089355
	Iteration 26Q: 3 clusters Score -9228250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -9228255.000000 Penalty: 5360.089355
	Iteration 27Q: 3 clusters Score -9228255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -9228271.000000 Penalty: 5360.089355
	Iteration 28Q: 3 clusters Score -9228271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -9228277.000000 Penalty: 5360.089355
	Iteration 29Q: 3 clusters Score -9228277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -9228286.000000 Penalty: 5360.089355
	Iteration 30Q: 3 clusters Score -9228286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -9228293.000000 Penalty: 5360.089355
	Iteration 31Q: 3 clusters Score -9228293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -9228290.000000 Penalty: 5360.089355
	Iteration 32Q: 3 clusters Score -9228290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -9228297.000000 Penalty: 5360.089355
	Iteration 33Q: 3 clusters Score -9228297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -9228291.000000 Penalty: 5360.089355
	Iteration 34Q: 3 clusters Score -9228291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -9228304.000000 Penalty: 5360.089355
	Iteration 35Q: 3 clusters Score -9228304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -9228317.000000 Penalty: 5360.089355
	Iteration 36Q: 3 clusters Score -9228317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -9228324.000000 Penalty: 5360.089355
	Iteration 37Q: 3 clusters Score -9228324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -9228314.000000 Penalty: 5360.089355
	Iteration 38Q: 3 clusters Score -9228314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -9228318.000000 Penalty: 5360.089355
	Iteration 39Q: 3 clusters Score -9228318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -9228323.000000 Penalty: 5360.089355
	Iteration 40F: 3 clusters Score -9228323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -9228316.000000 Penalty: 5360.089355
	Iteration 41Q: 3 clusters Score -9228316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -9228320.000000 Penalty: 5360.089355
	Iteration 42Q: 3 clusters Score -9228320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -9228320.000000 Penalty: 5360.089355
	Iteration 43F: 3 clusters Score -9228320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Entering Unmasked Estep 
Score: -9099945.000000 Penalty: 2676.256836
	Iteration 0F: 2 clusters Score -9099945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -9068489.000000 Penalty: 5352.513672
	Iteration 0F: 3 clusters Score -9068489 nChanged 22430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -9080800.000000 Penalty: 5352.513672
	Iteration 1F: 3 clusters Score -9080800 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -9081317.000000 Penalty: 5352.513672
	Iteration 2Q: 3 clusters Score -9081317 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -9081749.000000 Penalty: 5352.513672
	Iteration 3Q: 3 clusters Score -9081749 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -9082142.000000 Penalty: 5352.513672
	Iteration 4Q: 3 clusters Score -9082142 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -9082530.000000 Penalty: 5352.513672
	Iteration 5Q: 3 clusters Score -9082530 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -9082863.000000 Penalty: 5352.513672
	Iteration 6Q: 3 clusters Score -9082863 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -9083187.000000 Penalty: 5352.513672
	Iteration 7Q: 3 clusters Score -9083187 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -9083499.000000 Penalty: 5352.513672
	Iteration 8Q: 3 clusters Score -9083499 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -9083995.000000 Penalty: 5352.513672
	Iteration 9Q: 3 clusters Score -9083995 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -9084661.000000 Penalty: 5352.513672
	Iteration 10Q: 3 clusters Score -9084661 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -9085866.000000 Penalty: 5352.513672
	Iteration 11Q: 3 clusters Score -9085866 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -9087529.000000 Penalty: 5352.513672
	Iteration 12F: 3 clusters Score -9087529 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -9089233.000000 Penalty: 5352.513672
	Iteration 13F: 3 clusters Score -9089233 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -9090405.000000 Penalty: 5352.513672
	Iteration 14Q: 3 clusters Score -9090405 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -9091104.000000 Penalty: 5352.513672
	Iteration 15Q: 3 clusters Score -9091104 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -9091554.000000 Penalty: 5352.513672
	Iteration 16Q: 3 clusters Score -9091554 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -9092079.000000 Penalty: 5352.513672
	Iteration 17Q: 3 clusters Score -9092079 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -9092627.000000 Penalty: 5352.513672
	Iteration 18Q: 3 clusters Score -9092627 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -9093429.000000 Penalty: 5352.513672
	Iteration 19Q: 3 clusters Score -9093429 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -9094442.000000 Penalty: 5352.513672
	Iteration 20F: 3 clusters Score -9094442 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -9095563.000000 Penalty: 5352.513672
	Iteration 21Q: 3 clusters Score -9095563 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -9096478.000000 Penalty: 5352.513672
	Iteration 22Q: 3 clusters Score -9096478 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -9097098.000000 Penalty: 5352.513672
	Iteration 23Q: 3 clusters Score -9097098 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -9097539.000000 Penalty: 5352.513672
	Iteration 24Q: 3 clusters Score -9097539 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -9097755.000000 Penalty: 5352.513672
	Iteration 25Q: 3 clusters Score -9097755 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -9097900.000000 Penalty: 5352.513672
	Iteration 26Q: 3 clusters Score -9097900 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -9097941.000000 Penalty: 5352.513672
	Iteration 27Q: 3 clusters Score -9097941 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -9097974.000000 Penalty: 5352.513672
	Iteration 28Q: 3 clusters Score -9097974 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -9097993.000000 Penalty: 5352.513672
	Iteration 29Q: 3 clusters Score -9097993 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -9098044.000000 Penalty: 5352.513672
	Iteration 30Q: 3 clusters Score -9098044 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -9098058.000000 Penalty: 5352.513672
	Iteration 31Q: 3 clusters Score -9098058 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -9098050.000000 Penalty: 5352.513672
	Iteration 32Q: 3 clusters Score -9098050 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -9098061.000000 Penalty: 5352.513672
	Iteration 33Q: 3 clusters Score -9098061 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -9098070.000000 Penalty: 5352.513672
	Iteration 34Q: 3 clusters Score -9098070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -9098062.000000 Penalty: 5352.513672
	Iteration 35Q: 3 clusters Score -9098062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -9098046.000000 Penalty: 5352.513672
	Iteration 36Q: 3 clusters Score -9098046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -9098028.000000 Penalty: 5352.513672
	Iteration 37Q: 3 clusters Score -9098028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -9098023.000000 Penalty: 5352.513672
	Iteration 38Q: 3 clusters Score -9098023 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -9098014.000000 Penalty: 5352.513672
	Iteration 39Q: 3 clusters Score -9098014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -9098034.000000 Penalty: 5352.513672
	Iteration 40F: 3 clusters Score -9098034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -9098040.000000 Penalty: 5352.513672
	Iteration 41Q: 3 clusters Score -9098040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -9098037.000000 Penalty: 5352.513672
	Iteration 42Q: 3 clusters Score -9098037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -9098042.000000 Penalty: 5352.513672
	Iteration 43Q: 3 clusters Score -9098042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -9098035.000000 Penalty: 5352.513672
	Iteration 44Q: 3 clusters Score -9098035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -9098032.000000 Penalty: 5352.513672
	Iteration 45Q: 3 clusters Score -9098032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -9098041.000000 Penalty: 5352.513672
	Iteration 46Q: 3 clusters Score -9098041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -9098048.000000 Penalty: 5352.513672
	Iteration 47Q: 3 clusters Score -9098048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -9098041.000000 Penalty: 5352.513672
	Iteration 48Q: 3 clusters Score -9098041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -9098033.000000 Penalty: 5352.513672
	Iteration 49Q: 3 clusters Score -9098033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -9098045.000000 Penalty: 5352.513672
	Iteration 50Q: 3 clusters Score -9098045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -9098045.000000 Penalty: 5352.513672
	Iteration 51Q: 3 clusters Score -9098045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -9098052.000000 Penalty: 5352.513672
	Iteration 52Q: 3 clusters Score -9098052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -9098040.000000 Penalty: 5352.513672
	Iteration 53Q: 3 clusters Score -9098040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -9098040.000000 Penalty: 5352.513672
	Iteration 54Q: 3 clusters Score -9098040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -9098045.000000 Penalty: 5352.513672
	Iteration 55Q: 3 clusters Score -9098045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -9098055.000000 Penalty: 5352.513672
	Iteration 56Q: 3 clusters Score -9098055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -9098040.000000 Penalty: 5352.513672
	Iteration 57Q: 3 clusters Score -9098040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -9098046.000000 Penalty: 5352.513672
	Iteration 58Q: 3 clusters Score -9098046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -9098047.000000 Penalty: 5352.513672
	Iteration 59Q: 3 clusters Score -9098047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -9098044.000000 Penalty: 5352.513672
	Iteration 60F: 3 clusters Score -9098044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -9098046.000000 Penalty: 5352.513672
	Iteration 61Q: 3 clusters Score -9098046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -9098046.000000 Penalty: 5352.513672
	Iteration 62F: 3 clusters Score -9098046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Entering Unmasked Estep 
Score: -9241793.000000 Penalty: 2679.979492
	Iteration 0F: 2 clusters Score -9241793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -9210082.000000 Penalty: 5359.958984
	Iteration 0F: 3 clusters Score -9210082 nChanged 22703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -9222774.000000 Penalty: 5359.958984
	Iteration 1F: 3 clusters Score -9222774 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -9223295.000000 Penalty: 5359.958984
	Iteration 2Q: 3 clusters Score -9223295 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -9223944.000000 Penalty: 5359.958984
	Iteration 3Q: 3 clusters Score -9223944 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -9224839.000000 Penalty: 5359.958984
	Iteration 4Q: 3 clusters Score -9224839 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -9226039.000000 Penalty: 5359.958984
	Iteration 5F: 3 clusters Score -9226039 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -9228257.000000 Penalty: 5359.958984
	Iteration 6F: 3 clusters Score -9228257 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -9231382.000000 Penalty: 5359.958984
	Iteration 7F: 3 clusters Score -9231382 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -9234726.000000 Penalty: 5359.958984
	Iteration 8F: 3 clusters Score -9234726 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -9237685.000000 Penalty: 5359.958984
	Iteration 9F: 3 clusters Score -9237685 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -9238838.000000 Penalty: 5359.958984
	Iteration 10Q: 3 clusters Score -9238838 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -9239196.000000 Penalty: 5359.958984
	Iteration 11Q: 3 clusters Score -9239196 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -9239337.000000 Penalty: 5359.958984
	Iteration 12Q: 3 clusters Score -9239337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -9239393.000000 Penalty: 5359.958984
	Iteration 13Q: 3 clusters Score -9239393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -9239439.000000 Penalty: 5359.958984
	Iteration 14Q: 3 clusters Score -9239439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -9239456.000000 Penalty: 5359.958984
	Iteration 15Q: 3 clusters Score -9239456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -9239472.000000 Penalty: 5359.958984
	Iteration 16Q: 3 clusters Score -9239472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -9239489.000000 Penalty: 5359.958984
	Iteration 17Q: 3 clusters Score -9239489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -9239502.000000 Penalty: 5359.958984
	Iteration 18Q: 3 clusters Score -9239502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -9239502.000000 Penalty: 5359.958984
	Iteration 19Q: 3 clusters Score -9239502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -9239499.000000 Penalty: 5359.958984
	Iteration 20F: 3 clusters Score -9239499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -9239517.000000 Penalty: 5359.958984
	Iteration 21Q: 3 clusters Score -9239517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -9239519.000000 Penalty: 5359.958984
	Iteration 22Q: 3 clusters Score -9239519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -9239519.000000 Penalty: 5359.958984
	Iteration 23F: 3 clusters Score -9239519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (53302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Entering Unmasked Estep 
Score: -9979357.000000 Penalty: 2699.164795
	Iteration 0F: 2 clusters Score -9979357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -9947308.000000 Penalty: 5398.329590
	Iteration 0F: 3 clusters Score -9947308 nChanged 24667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -9960944.000000 Penalty: 5398.329590
	Iteration 1F: 3 clusters Score -9960944 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -9961760.000000 Penalty: 5398.329590
	Iteration 2Q: 3 clusters Score -9961760 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -9962675.000000 Penalty: 5398.329590
	Iteration 3Q: 3 clusters Score -9962675 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -9963796.000000 Penalty: 5398.329590
	Iteration 4Q: 3 clusters Score -9963796 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -9965570.000000 Penalty: 5398.329590
	Iteration 5F: 3 clusters Score -9965570 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -9967916.000000 Penalty: 5398.329590
	Iteration 6F: 3 clusters Score -9967916 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -9970836.000000 Penalty: 5398.329590
	Iteration 7F: 3 clusters Score -9970836 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -9973902.000000 Penalty: 5398.329590
	Iteration 8F: 3 clusters Score -9973902 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -9975452.000000 Penalty: 5398.329590
	Iteration 9Q: 3 clusters Score -9975452 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -9976181.000000 Penalty: 5398.329590
	Iteration 10Q: 3 clusters Score -9976181 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9976591.000000 Penalty: 5398.329590
	Iteration 11Q: 3 clusters Score -9976591 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -9976939.000000 Penalty: 5398.329590
	Iteration 12Q: 3 clusters Score -9976939 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9977102.000000 Penalty: 5398.329590
	Iteration 13Q: 3 clusters Score -9977102 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9977163.000000 Penalty: 5398.329590
	Iteration 14Q: 3 clusters Score -9977163 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9977201.000000 Penalty: 5398.329590
	Iteration 15Q: 3 clusters Score -9977201 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9977231.000000 Penalty: 5398.329590
	Iteration 16Q: 3 clusters Score -9977231 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9977214.000000 Penalty: 5398.329590
	Iteration 17Q: 3 clusters Score -9977214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9977241.000000 Penalty: 5398.329590
	Iteration 18Q: 3 clusters Score -9977241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9977252.000000 Penalty: 5398.329590
	Iteration 19Q: 3 clusters Score -9977252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9977243.000000 Penalty: 5398.329590
	Iteration 20F: 3 clusters Score -9977243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9977272.000000 Penalty: 5398.329590
	Iteration 21Q: 3 clusters Score -9977272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9977269.000000 Penalty: 5398.329590
	Iteration 22Q: 3 clusters Score -9977269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9977266.000000 Penalty: 5398.329590
	Iteration 23Q: 3 clusters Score -9977266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9977286.000000 Penalty: 5398.329590
	Iteration 24Q: 3 clusters Score -9977286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9977274.000000 Penalty: 5398.329590
	Iteration 25Q: 3 clusters Score -9977274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9977262.000000 Penalty: 5398.329590
	Iteration 26Q: 3 clusters Score -9977262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9977269.000000 Penalty: 5398.329590
	Iteration 27Q: 3 clusters Score -9977269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9977277.000000 Penalty: 5398.329590
	Iteration 28Q: 3 clusters Score -9977277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9977283.000000 Penalty: 5398.329590
	Iteration 29Q: 3 clusters Score -9977283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9977281.000000 Penalty: 5398.329590
	Iteration 30Q: 3 clusters Score -9977281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9977278.000000 Penalty: 5398.329590
	Iteration 31Q: 3 clusters Score -9977278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9977287.000000 Penalty: 5398.329590
	Iteration 32Q: 3 clusters Score -9977287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9977296.000000 Penalty: 5398.329590
	Iteration 33Q: 3 clusters Score -9977296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9977298.000000 Penalty: 5398.329590
	Iteration 34Q: 3 clusters Score -9977298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9977302.000000 Penalty: 5398.329590
	Iteration 35Q: 3 clusters Score -9977302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9977302.000000 Penalty: 5398.329590
	Iteration 36F: 3 clusters Score -9977302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29021 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31791 members 
Mstep: Class 5 contains 45783 members 
Mstep: Class 6 contains 42979 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 46196 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 49800 members 
Mstep: Class 11 contains 39565 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45142 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16473 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 34040 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49347 members 
Mstep: Class 23 contains 48599 members 
Mstep: Class 24 contains 49334 members 
Mstep: Class 25 contains 53302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186432.000000 Penalty: 82516.046875
Iteration 319Q: 26 clusters Score -1.101864e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29010 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31805 members 
Mstep: Class 5 contains 45770 members 
Mstep: Class 6 contains 43001 members 
Mstep: Class 7 contains 7069 members 
Mstep: Class 8 contains 46202 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 49822 members 
Mstep: Class 11 contains 39561 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45291 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 33996 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49278 members 
Mstep: Class 23 contains 48584 members 
Mstep: Class 24 contains 49325 members 
Mstep: Class 25 contains 53298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186384.000000 Penalty: 82516.046875
Iteration 320F: 26 clusters Score -1.101864e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28991 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31817 members 
Mstep: Class 5 contains 45751 members 
Mstep: Class 6 contains 43000 members 
Mstep: Class 7 contains 7049 members 
Mstep: Class 8 contains 46228 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 49836 members 
Mstep: Class 11 contains 39559 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45444 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16432 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 33949 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49251 members 
Mstep: Class 23 contains 48578 members 
Mstep: Class 24 contains 49307 members 
Mstep: Class 25 contains 53286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186144.000000 Penalty: 82516.046875
Iteration 321Q: 26 clusters Score -1.101861e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28977 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31828 members 
Mstep: Class 5 contains 45730 members 
Mstep: Class 6 contains 43010 members 
Mstep: Class 7 contains 7018 members 
Mstep: Class 8 contains 46241 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 49824 members 
Mstep: Class 11 contains 39584 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45590 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2174 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16409 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 33914 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49200 members 
Mstep: Class 23 contains 48608 members 
Mstep: Class 24 contains 49301 members 
Mstep: Class 25 contains 53242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186424.000000 Penalty: 82516.046875
Iteration 322Q: 26 clusters Score -1.101864e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28963 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31831 members 
Mstep: Class 5 contains 45719 members 
Mstep: Class 6 contains 43027 members 
Mstep: Class 7 contains 6990 members 
Mstep: Class 8 contains 46238 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 49852 members 
Mstep: Class 11 contains 39621 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45737 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2178 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16377 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 33871 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 48644 members 
Mstep: Class 24 contains 49283 members 
Mstep: Class 25 contains 53177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186592.000000 Penalty: 82516.046875
Iteration 323Q: 26 clusters Score -1.101866e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28949 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 45695 members 
Mstep: Class 6 contains 43022 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 46259 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 49858 members 
Mstep: Class 11 contains 39638 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45935 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16351 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 33840 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 49062 members 
Mstep: Class 23 contains 48697 members 
Mstep: Class 24 contains 49233 members 
Mstep: Class 25 contains 53107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186752.000000 Penalty: 82516.046875
Iteration 324Q: 26 clusters Score -1.101868e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28935 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31873 members 
Mstep: Class 5 contains 45663 members 
Mstep: Class 6 contains 43026 members 
Mstep: Class 7 contains 6898 members 
Mstep: Class 8 contains 46255 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 49878 members 
Mstep: Class 11 contains 39663 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 46132 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16314 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 33820 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 48945 members 
Mstep: Class 23 contains 48746 members 
Mstep: Class 24 contains 49214 members 
Mstep: Class 25 contains 53067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186736.000000 Penalty: 82516.046875
Iteration 325Q: 26 clusters Score -1.101867e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28927 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31922 members 
Mstep: Class 5 contains 45641 members 
Mstep: Class 6 contains 43016 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 46252 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 49892 members 
Mstep: Class 11 contains 39705 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 46364 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2214 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16285 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 33779 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 48828 members 
Mstep: Class 23 contains 48779 members 
Mstep: Class 24 contains 49192 members 
Mstep: Class 25 contains 52972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186952.000000 Penalty: 82516.046875
Iteration 326Q: 26 clusters Score -1.10187e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28911 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 31958 members 
Mstep: Class 5 contains 45609 members 
Mstep: Class 6 contains 42996 members 
Mstep: Class 7 contains 6799 members 
Mstep: Class 8 contains 46240 members 
Mstep: Class 9 contains 3996 members 
Mstep: Class 10 contains 49921 members 
Mstep: Class 11 contains 39749 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 46659 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2236 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16264 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 33736 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 48643 members 
Mstep: Class 23 contains 48810 members 
Mstep: Class 24 contains 49212 members 
Mstep: Class 25 contains 52868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187408.000000 Penalty: 82516.046875
Iteration 327Q: 26 clusters Score -1.101874e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28898 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32005 members 
Mstep: Class 5 contains 45588 members 
Mstep: Class 6 contains 42962 members 
Mstep: Class 7 contains 6732 members 
Mstep: Class 8 contains 46236 members 
Mstep: Class 9 contains 4007 members 
Mstep: Class 10 contains 49949 members 
Mstep: Class 11 contains 39795 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 47012 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16245 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 33684 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 48396 members 
Mstep: Class 23 contains 48818 members 
Mstep: Class 24 contains 49241 members 
Mstep: Class 25 contains 52767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187512.000000 Penalty: 82516.046875
Iteration 328Q: 26 clusters Score -1.101875e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28895 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32069 members 
Mstep: Class 5 contains 45554 members 
Mstep: Class 6 contains 42939 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 46230 members 
Mstep: Class 9 contains 4020 members 
Mstep: Class 10 contains 49946 members 
Mstep: Class 11 contains 39835 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 47453 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16201 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 33619 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 48053 members 
Mstep: Class 23 contains 48822 members 
Mstep: Class 24 contains 49263 members 
Mstep: Class 25 contains 52726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187832.000000 Penalty: 82516.046875
Iteration 329Q: 26 clusters Score -1.101878e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28886 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32099 members 
Mstep: Class 5 contains 45543 members 
Mstep: Class 6 contains 42934 members 
Mstep: Class 7 contains 6584 members 
Mstep: Class 8 contains 46212 members 
Mstep: Class 9 contains 4038 members 
Mstep: Class 10 contains 49966 members 
Mstep: Class 11 contains 39912 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 47901 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16170 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 33570 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 47682 members 
Mstep: Class 23 contains 48862 members 
Mstep: Class 24 contains 49294 members 
Mstep: Class 25 contains 52592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187952.000000 Penalty: 82516.046875
Iteration 330Q: 26 clusters Score -1.10188e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28877 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32144 members 
Mstep: Class 5 contains 45529 members 
Mstep: Class 6 contains 42891 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 46199 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 49961 members 
Mstep: Class 11 contains 40052 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 48382 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2430 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16136 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 33522 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 47156 members 
Mstep: Class 23 contains 48894 members 
Mstep: Class 24 contains 49351 members 
Mstep: Class 25 contains 52517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187848.000000 Penalty: 82516.046875
Iteration 331Q: 26 clusters Score -1.101878e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28875 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32200 members 
Mstep: Class 5 contains 45500 members 
Mstep: Class 6 contains 42827 members 
Mstep: Class 7 contains 6467 members 
Mstep: Class 8 contains 46194 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 49919 members 
Mstep: Class 11 contains 40234 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 48868 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16103 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 33471 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 46692 members 
Mstep: Class 23 contains 48937 members 
Mstep: Class 24 contains 49394 members 
Mstep: Class 25 contains 52371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188144.000000 Penalty: 82516.046875
Iteration 332Q: 26 clusters Score -1.101881e+08 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28867 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32271 members 
Mstep: Class 5 contains 45464 members 
Mstep: Class 6 contains 42751 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 46203 members 
Mstep: Class 9 contains 4081 members 
Mstep: Class 10 contains 49911 members 
Mstep: Class 11 contains 40355 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49327 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2543 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16064 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 33402 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 46231 members 
Mstep: Class 23 contains 48947 members 
Mstep: Class 24 contains 49438 members 
Mstep: Class 25 contains 52321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187656.000000 Penalty: 82516.046875
Iteration 333Q: 26 clusters Score -1.101877e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28857 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32361 members 
Mstep: Class 5 contains 45438 members 
Mstep: Class 6 contains 42661 members 
Mstep: Class 7 contains 6383 members 
Mstep: Class 8 contains 46172 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 49940 members 
Mstep: Class 11 contains 40415 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49583 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 16040 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 33334 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 45848 members 
Mstep: Class 23 contains 49012 members 
Mstep: Class 24 contains 49438 members 
Mstep: Class 25 contains 52432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187448.000000 Penalty: 82516.046875
Iteration 334Q: 26 clusters Score -1.101874e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28850 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32418 members 
Mstep: Class 5 contains 45429 members 
Mstep: Class 6 contains 42573 members 
Mstep: Class 7 contains 6331 members 
Mstep: Class 8 contains 46192 members 
Mstep: Class 9 contains 4098 members 
Mstep: Class 10 contains 49977 members 
Mstep: Class 11 contains 40477 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49721 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 16011 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 33252 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 45588 members 
Mstep: Class 23 contains 49066 members 
Mstep: Class 24 contains 49437 members 
Mstep: Class 25 contains 52515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187096.000000 Penalty: 82516.046875
Iteration 335Q: 26 clusters Score -1.101871e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28859 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32469 members 
Mstep: Class 5 contains 45412 members 
Mstep: Class 6 contains 42503 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 46183 members 
Mstep: Class 9 contains 4113 members 
Mstep: Class 10 contains 49970 members 
Mstep: Class 11 contains 40560 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49615 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2757 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 33175 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 45508 members 
Mstep: Class 23 contains 49123 members 
Mstep: Class 24 contains 49405 members 
Mstep: Class 25 contains 52692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186944.000000 Penalty: 82516.046875
Iteration 336Q: 26 clusters Score -1.101869e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28859 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32523 members 
Mstep: Class 5 contains 45394 members 
Mstep: Class 6 contains 42424 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 46181 members 
Mstep: Class 9 contains 4135 members 
Mstep: Class 10 contains 49965 members 
Mstep: Class 11 contains 40662 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49440 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15964 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 33098 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 45515 members 
Mstep: Class 23 contains 49156 members 
Mstep: Class 24 contains 49307 members 
Mstep: Class 25 contains 52908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187144.000000 Penalty: 82516.046875
Iteration 337Q: 26 clusters Score -1.101871e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28848 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32577 members 
Mstep: Class 5 contains 45367 members 
Mstep: Class 6 contains 42331 members 
Mstep: Class 7 contains 6205 members 
Mstep: Class 8 contains 46174 members 
Mstep: Class 9 contains 4153 members 
Mstep: Class 10 contains 49980 members 
Mstep: Class 11 contains 40782 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49250 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2924 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15941 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 33012 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 45646 members 
Mstep: Class 23 contains 49204 members 
Mstep: Class 24 contains 49185 members 
Mstep: Class 25 contains 53032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187360.000000 Penalty: 82516.046875
Iteration 338Q: 26 clusters Score -1.101874e+08 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28835 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32623 members 
Mstep: Class 5 contains 45335 members 
Mstep: Class 6 contains 42243 members 
Mstep: Class 7 contains 6176 members 
Mstep: Class 8 contains 46179 members 
Mstep: Class 9 contains 4171 members 
Mstep: Class 10 contains 50017 members 
Mstep: Class 11 contains 40931 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 48938 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15915 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 32904 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 45876 members 
Mstep: Class 23 contains 49263 members 
Mstep: Class 24 contains 49008 members 
Mstep: Class 25 contains 53203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187424.000000 Penalty: 82516.046875
Iteration 339Q: 26 clusters Score -1.101874e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28817 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32683 members 
Mstep: Class 5 contains 45294 members 
Mstep: Class 6 contains 42155 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 46199 members 
Mstep: Class 9 contains 4181 members 
Mstep: Class 10 contains 50056 members 
Mstep: Class 11 contains 41114 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 48620 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3055 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15880 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 32809 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 46126 members 
Mstep: Class 23 contains 49255 members 
Mstep: Class 24 contains 48978 members 
Mstep: Class 25 contains 53242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187632.000000 Penalty: 82516.046875
Iteration 340F: 26 clusters Score -1.101876e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28797 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32735 members 
Mstep: Class 5 contains 45269 members 
Mstep: Class 6 contains 42072 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 46214 members 
Mstep: Class 9 contains 4197 members 
Mstep: Class 10 contains 50092 members 
Mstep: Class 11 contains 41318 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 48311 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15844 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 32713 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 46445 members 
Mstep: Class 23 contains 49272 members 
Mstep: Class 24 contains 48903 members 
Mstep: Class 25 contains 53211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188288.000000 Penalty: 82516.046875
Iteration 341Q: 26 clusters Score -1.101883e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32791 members 
Mstep: Class 5 contains 45217 members 
Mstep: Class 6 contains 41998 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 46229 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 10 contains 50121 members 
Mstep: Class 11 contains 41541 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 48061 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3124 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15804 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 32626 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 46798 members 
Mstep: Class 23 contains 49296 members 
Mstep: Class 24 contains 48816 members 
Mstep: Class 25 contains 53076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188512.000000 Penalty: 82516.046875
Iteration 342Q: 26 clusters Score -1.101885e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28774 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32840 members 
Mstep: Class 5 contains 45191 members 
Mstep: Class 6 contains 41897 members 
Mstep: Class 7 contains 6098 members 
Mstep: Class 8 contains 46257 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 10 contains 50163 members 
Mstep: Class 11 contains 41770 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 47861 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3155 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15760 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 32525 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 47156 members 
Mstep: Class 23 contains 49258 members 
Mstep: Class 24 contains 48742 members 
Mstep: Class 25 contains 52942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188960.000000 Penalty: 82516.046875
Iteration 343Q: 26 clusters Score -1.10189e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28769 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32867 members 
Mstep: Class 5 contains 45181 members 
Mstep: Class 6 contains 41804 members 
Mstep: Class 7 contains 6065 members 
Mstep: Class 8 contains 46296 members 
Mstep: Class 9 contains 4237 members 
Mstep: Class 10 contains 50181 members 
Mstep: Class 11 contains 41995 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 47643 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15708 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 32424 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 47492 members 
Mstep: Class 23 contains 49161 members 
Mstep: Class 24 contains 48789 members 
Mstep: Class 25 contains 52817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189224.000000 Penalty: 82516.046875
Iteration 344Q: 26 clusters Score -1.101892e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28753 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32899 members 
Mstep: Class 5 contains 45149 members 
Mstep: Class 6 contains 41702 members 
Mstep: Class 7 contains 6043 members 
Mstep: Class 8 contains 46324 members 
Mstep: Class 9 contains 4245 members 
Mstep: Class 10 contains 50170 members 
Mstep: Class 11 contains 42224 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 47405 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3193 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15677 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 32335 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 47730 members 
Mstep: Class 23 contains 49138 members 
Mstep: Class 24 contains 48876 members 
Mstep: Class 25 contains 52750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189512.000000 Penalty: 82516.046875
Iteration 345Q: 26 clusters Score -1.101895e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28751 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 32963 members 
Mstep: Class 5 contains 45115 members 
Mstep: Class 6 contains 41640 members 
Mstep: Class 7 contains 6014 members 
Mstep: Class 8 contains 46306 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 50155 members 
Mstep: Class 11 contains 42421 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 47170 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3196 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 32257 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 47922 members 
Mstep: Class 23 contains 49152 members 
Mstep: Class 24 contains 48977 members 
Mstep: Class 25 contains 52691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189760.000000 Penalty: 82516.046875
Iteration 346Q: 26 clusters Score -1.101898e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28742 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33012 members 
Mstep: Class 5 contains 45079 members 
Mstep: Class 6 contains 41595 members 
Mstep: Class 7 contains 5985 members 
Mstep: Class 8 contains 46302 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 50145 members 
Mstep: Class 11 contains 42595 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 46919 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3192 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 32178 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 48109 members 
Mstep: Class 23 contains 49114 members 
Mstep: Class 24 contains 49108 members 
Mstep: Class 25 contains 52688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189936.000000 Penalty: 82516.046875
Iteration 347Q: 26 clusters Score -1.101899e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28736 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33066 members 
Mstep: Class 5 contains 45040 members 
Mstep: Class 6 contains 41546 members 
Mstep: Class 7 contains 5961 members 
Mstep: Class 8 contains 46272 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 50136 members 
Mstep: Class 11 contains 42771 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 46623 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3179 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15547 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 32114 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 48287 members 
Mstep: Class 23 contains 49158 members 
Mstep: Class 24 contains 49193 members 
Mstep: Class 25 contains 52723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190112.000000 Penalty: 82516.046875
Iteration 348Q: 26 clusters Score -1.101901e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28716 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33101 members 
Mstep: Class 5 contains 45003 members 
Mstep: Class 6 contains 41488 members 
Mstep: Class 7 contains 5958 members 
Mstep: Class 8 contains 46263 members 
Mstep: Class 9 contains 4271 members 
Mstep: Class 10 contains 50100 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 46292 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3169 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15498 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 32046 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 48515 members 
Mstep: Class 23 contains 49217 members 
Mstep: Class 24 contains 49253 members 
Mstep: Class 25 contains 52801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190160.000000 Penalty: 82516.046875
Iteration 349Q: 26 clusters Score -1.101902e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28721 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33143 members 
Mstep: Class 5 contains 44968 members 
Mstep: Class 6 contains 41437 members 
Mstep: Class 7 contains 5966 members 
Mstep: Class 8 contains 46216 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 10 contains 50097 members 
Mstep: Class 11 contains 43139 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45961 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3150 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15451 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 31971 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 48784 members 
Mstep: Class 23 contains 49292 members 
Mstep: Class 24 contains 49294 members 
Mstep: Class 25 contains 52750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190112.000000 Penalty: 82516.046875
Iteration 350Q: 26 clusters Score -1.101901e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28719 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33173 members 
Mstep: Class 5 contains 44928 members 
Mstep: Class 6 contains 41370 members 
Mstep: Class 7 contains 5963 members 
Mstep: Class 8 contains 46208 members 
Mstep: Class 9 contains 4284 members 
Mstep: Class 10 contains 50100 members 
Mstep: Class 11 contains 43329 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45682 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3138 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 31906 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49005 members 
Mstep: Class 23 contains 49392 members 
Mstep: Class 24 contains 49347 members 
Mstep: Class 25 contains 52668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189800.000000 Penalty: 82516.046875
Iteration 351Q: 26 clusters Score -1.101898e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28713 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33238 members 
Mstep: Class 5 contains 44882 members 
Mstep: Class 6 contains 41304 members 
Mstep: Class 7 contains 5961 members 
Mstep: Class 8 contains 46206 members 
Mstep: Class 9 contains 4286 members 
Mstep: Class 10 contains 50067 members 
Mstep: Class 11 contains 43506 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45386 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15378 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 31845 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49226 members 
Mstep: Class 23 contains 49442 members 
Mstep: Class 24 contains 49426 members 
Mstep: Class 25 contains 52638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189664.000000 Penalty: 82516.046875
Iteration 352Q: 26 clusters Score -1.101897e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28722 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33295 members 
Mstep: Class 5 contains 44832 members 
Mstep: Class 6 contains 41225 members 
Mstep: Class 7 contains 5957 members 
Mstep: Class 8 contains 46195 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 50018 members 
Mstep: Class 11 contains 43621 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45132 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15348 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 31780 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 49440 members 
Mstep: Class 23 contains 49463 members 
Mstep: Class 24 contains 49545 members 
Mstep: Class 25 contains 52667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189288.000000 Penalty: 82516.046875
Iteration 353Q: 26 clusters Score -1.101893e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28719 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33346 members 
Mstep: Class 5 contains 44788 members 
Mstep: Class 6 contains 41123 members 
Mstep: Class 7 contains 5994 members 
Mstep: Class 8 contains 46206 members 
Mstep: Class 9 contains 4289 members 
Mstep: Class 10 contains 49904 members 
Mstep: Class 11 contains 43676 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44977 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15318 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 31715 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 49611 members 
Mstep: Class 23 contains 49517 members 
Mstep: Class 24 contains 49669 members 
Mstep: Class 25 contains 52690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189432.000000 Penalty: 82516.046875
Iteration 354Q: 26 clusters Score -1.101894e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28727 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33401 members 
Mstep: Class 5 contains 44723 members 
Mstep: Class 6 contains 41050 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 46187 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 49843 members 
Mstep: Class 11 contains 43726 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44860 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15292 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 31642 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 49650 members 
Mstep: Class 23 contains 49571 members 
Mstep: Class 24 contains 49819 members 
Mstep: Class 25 contains 52769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189424.000000 Penalty: 82516.046875
Iteration 355Q: 26 clusters Score -1.101894e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28730 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33473 members 
Mstep: Class 5 contains 44665 members 
Mstep: Class 6 contains 40955 members 
Mstep: Class 7 contains 6036 members 
Mstep: Class 8 contains 46178 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 10 contains 49820 members 
Mstep: Class 11 contains 43760 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44783 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15251 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 31588 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 49754 members 
Mstep: Class 23 contains 49628 members 
Mstep: Class 24 contains 49917 members 
Mstep: Class 25 contains 52743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189504.000000 Penalty: 82516.046875
Iteration 356Q: 26 clusters Score -1.101895e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28725 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33549 members 
Mstep: Class 5 contains 44619 members 
Mstep: Class 6 contains 40854 members 
Mstep: Class 7 contains 6065 members 
Mstep: Class 8 contains 46193 members 
Mstep: Class 9 contains 4278 members 
Mstep: Class 10 contains 49809 members 
Mstep: Class 11 contains 43809 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44733 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15217 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 31536 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49772 members 
Mstep: Class 23 contains 49603 members 
Mstep: Class 24 contains 50036 members 
Mstep: Class 25 contains 52761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189752.000000 Penalty: 82516.046875
Iteration 357Q: 26 clusters Score -1.101898e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28728 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33621 members 
Mstep: Class 5 contains 44557 members 
Mstep: Class 6 contains 40784 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 46183 members 
Mstep: Class 9 contains 4281 members 
Mstep: Class 10 contains 49748 members 
Mstep: Class 11 contains 43867 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44742 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15193 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 31494 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49755 members 
Mstep: Class 23 contains 49649 members 
Mstep: Class 24 contains 50149 members 
Mstep: Class 25 contains 52727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189624.000000 Penalty: 82516.046875
Iteration 358Q: 26 clusters Score -1.101896e+08 nChanged 1470
Entering ConstructFrom: 
Score: -110189624.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23298.146484 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -23298.15 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: -22198.580078 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -22198.58 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22395.503906 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -22395.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22498.414062 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -22498.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22556.691406 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -22556.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22637.226562 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -22637.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22674.929688 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -22674.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22734.724609 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -22734.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22750.994141 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -22750.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22752.255859 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -22752.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22752.255859 Penalty: 2822.418457
	Iteration 9F: 3 clusters Score -22752.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Entering Unmasked Estep 
Score: -5187129.500000 Penalty: 2545.901367
	Iteration 0F: 2 clusters Score -5187130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -5167412.000000 Penalty: 5091.802734
	Iteration 0F: 3 clusters Score -5167412 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -5174494.000000 Penalty: 5091.802734
	Iteration 1F: 3 clusters Score -5174494 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -5174858.500000 Penalty: 5091.802734
	Iteration 2Q: 3 clusters Score -5174858 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5175185.500000 Penalty: 5091.802734
	Iteration 3Q: 3 clusters Score -5175186 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -5175489.000000 Penalty: 5091.802734
	Iteration 4Q: 3 clusters Score -5175489 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -5175828.500000 Penalty: 5091.802734
	Iteration 5Q: 3 clusters Score -5175828 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -5176190.500000 Penalty: 5091.802734
	Iteration 6Q: 3 clusters Score -5176190 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -5176651.000000 Penalty: 5091.802734
	Iteration 7Q: 3 clusters Score -5176651 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -5177468.500000 Penalty: 5091.802734
	Iteration 8F: 3 clusters Score -5177468 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -5178596.000000 Penalty: 5091.802734
	Iteration 9F: 3 clusters Score -5178596 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5180069.000000 Penalty: 5091.802734
	Iteration 10F: 3 clusters Score -5180069 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -5181671.000000 Penalty: 5091.802734
	Iteration 11F: 3 clusters Score -5181671 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -5182955.500000 Penalty: 5091.802734
	Iteration 12F: 3 clusters Score -5182956 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -5183822.000000 Penalty: 5091.802734
	Iteration 13Q: 3 clusters Score -5183822 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5184302.500000 Penalty: 5091.802734
	Iteration 14Q: 3 clusters Score -5184302 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -5184618.000000 Penalty: 5091.802734
	Iteration 15Q: 3 clusters Score -5184618 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -5184779.000000 Penalty: 5091.802734
	Iteration 16Q: 3 clusters Score -5184779 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5184882.500000 Penalty: 5091.802734
	Iteration 17Q: 3 clusters Score -5184882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -5184923.500000 Penalty: 5091.802734
	Iteration 18Q: 3 clusters Score -5184924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -5184950.000000 Penalty: 5091.802734
	Iteration 19Q: 3 clusters Score -5184950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -5184984.500000 Penalty: 5091.802734
	Iteration 20F: 3 clusters Score -5184984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -5184999.500000 Penalty: 5091.802734
	Iteration 21Q: 3 clusters Score -5185000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -5185015.500000 Penalty: 5091.802734
	Iteration 22Q: 3 clusters Score -5185016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -5185036.500000 Penalty: 5091.802734
	Iteration 23Q: 3 clusters Score -5185036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -5185053.000000 Penalty: 5091.802734
	Iteration 24Q: 3 clusters Score -5185053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -5185060.500000 Penalty: 5091.802734
	Iteration 25Q: 3 clusters Score -5185060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -5185064.000000 Penalty: 5091.802734
	Iteration 26Q: 3 clusters Score -5185064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5185065.000000 Penalty: 5091.802734
	Iteration 27Q: 3 clusters Score -5185065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5185062.500000 Penalty: 5091.802734
	Iteration 28Q: 3 clusters Score -5185062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -5185068.000000 Penalty: 5091.802734
	Iteration 29Q: 3 clusters Score -5185068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -5185067.500000 Penalty: 5091.802734
	Iteration 30Q: 3 clusters Score -5185068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -5185067.500000 Penalty: 5091.802734
	Iteration 31F: 3 clusters Score -5185068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -52064.167969 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -52064.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50571.996094 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -50572 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50900.230469 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -50900.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51141.128906 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -51141.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51281.492188 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -51281.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51417.203125 Penalty: 3064.260254
	Iteration 4F: 3 clusters Score -51417.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51475.273438 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -51475.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51527.257812 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -51527.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51558.964844 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -51558.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51581.496094 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -51581.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51641.738281 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -51641.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51657.277344 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -51657.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51660.035156 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -51660.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51660.035156 Penalty: 3064.260254
	Iteration 12F: 3 clusters Score -51660.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Entering Unmasked Estep 
Score: -6254770.000000 Penalty: 2585.411133
	Iteration 0F: 2 clusters Score -6254770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -6231775.000000 Penalty: 5170.822266
	Iteration 0F: 3 clusters Score -6231775 nChanged 15179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -6239990.000000 Penalty: 5170.822266
	Iteration 1F: 3 clusters Score -6239990 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -6240560.500000 Penalty: 5170.822266
	Iteration 2Q: 3 clusters Score -6240560 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -6241306.500000 Penalty: 5170.822266
	Iteration 3Q: 3 clusters Score -6241306 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -6242283.500000 Penalty: 5170.822266
	Iteration 4F: 3 clusters Score -6242284 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -6243564.500000 Penalty: 5170.822266
	Iteration 5F: 3 clusters Score -6243564 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -6245079.000000 Penalty: 5170.822266
	Iteration 6F: 3 clusters Score -6245079 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -6246560.000000 Penalty: 5170.822266
	Iteration 7F: 3 clusters Score -6246560 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -6247986.500000 Penalty: 5170.822266
	Iteration 8F: 3 clusters Score -6247986 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -6249110.500000 Penalty: 5170.822266
	Iteration 9F: 3 clusters Score -6249110 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -6249872.500000 Penalty: 5170.822266
	Iteration 10Q: 3 clusters Score -6249872 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -6250473.500000 Penalty: 5170.822266
	Iteration 11Q: 3 clusters Score -6250474 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -6251004.500000 Penalty: 5170.822266
	Iteration 12Q: 3 clusters Score -6251004 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -6251579.000000 Penalty: 5170.822266
	Iteration 13Q: 3 clusters Score -6251579 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -6252144.000000 Penalty: 5170.822266
	Iteration 14Q: 3 clusters Score -6252144 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -6252583.000000 Penalty: 5170.822266
	Iteration 15Q: 3 clusters Score -6252583 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -6252843.000000 Penalty: 5170.822266
	Iteration 16Q: 3 clusters Score -6252843 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -6253050.000000 Penalty: 5170.822266
	Iteration 17Q: 3 clusters Score -6253050 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -6253194.500000 Penalty: 5170.822266
	Iteration 18Q: 3 clusters Score -6253194 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -6253321.500000 Penalty: 5170.822266
	Iteration 19Q: 3 clusters Score -6253322 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -6253410.500000 Penalty: 5170.822266
	Iteration 20F: 3 clusters Score -6253410 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -6253472.500000 Penalty: 5170.822266
	Iteration 21Q: 3 clusters Score -6253472 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -6253498.000000 Penalty: 5170.822266
	Iteration 22Q: 3 clusters Score -6253498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -6253527.500000 Penalty: 5170.822266
	Iteration 23Q: 3 clusters Score -6253528 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -6253562.000000 Penalty: 5170.822266
	Iteration 24Q: 3 clusters Score -6253562 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -6253581.000000 Penalty: 5170.822266
	Iteration 25Q: 3 clusters Score -6253581 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -6253592.000000 Penalty: 5170.822266
	Iteration 26Q: 3 clusters Score -6253592 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -6253622.500000 Penalty: 5170.822266
	Iteration 27Q: 3 clusters Score -6253622 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -6253636.000000 Penalty: 5170.822266
	Iteration 28Q: 3 clusters Score -6253636 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -6253641.500000 Penalty: 5170.822266
	Iteration 29Q: 3 clusters Score -6253642 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -6253642.000000 Penalty: 5170.822266
	Iteration 30Q: 3 clusters Score -6253642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -6253671.500000 Penalty: 5170.822266
	Iteration 31Q: 3 clusters Score -6253672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -6253686.000000 Penalty: 5170.822266
	Iteration 32Q: 3 clusters Score -6253686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -6253697.000000 Penalty: 5170.822266
	Iteration 33Q: 3 clusters Score -6253697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -6253704.500000 Penalty: 5170.822266
	Iteration 34Q: 3 clusters Score -6253704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -6253721.000000 Penalty: 5170.822266
	Iteration 35Q: 3 clusters Score -6253721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -6253718.500000 Penalty: 5170.822266
	Iteration 36Q: 3 clusters Score -6253718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -6253743.000000 Penalty: 5170.822266
	Iteration 37Q: 3 clusters Score -6253743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -6253750.000000 Penalty: 5170.822266
	Iteration 38Q: 3 clusters Score -6253750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -6253757.000000 Penalty: 5170.822266
	Iteration 39Q: 3 clusters Score -6253757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -6253760.000000 Penalty: 5170.822266
	Iteration 40F: 3 clusters Score -6253760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -6253762.000000 Penalty: 5170.822266
	Iteration 41Q: 3 clusters Score -6253762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -6253765.000000 Penalty: 5170.822266
	Iteration 42Q: 3 clusters Score -6253765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -6253772.000000 Penalty: 5170.822266
	Iteration 43Q: 3 clusters Score -6253772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -6253767.500000 Penalty: 5170.822266
	Iteration 44Q: 3 clusters Score -6253768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -6253766.500000 Penalty: 5170.822266
	Iteration 45Q: 3 clusters Score -6253766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -6253772.500000 Penalty: 5170.822266
	Iteration 46Q: 3 clusters Score -6253772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6253767.500000 Penalty: 5170.822266
	Iteration 47Q: 3 clusters Score -6253768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -6253768.500000 Penalty: 5170.822266
	Iteration 48Q: 3 clusters Score -6253768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -6253771.500000 Penalty: 5170.822266
	Iteration 49Q: 3 clusters Score -6253772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -6253776.000000 Penalty: 5170.822266
	Iteration 50Q: 3 clusters Score -6253776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -6253769.500000 Penalty: 5170.822266
	Iteration 51Q: 3 clusters Score -6253770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -6253776.000000 Penalty: 5170.822266
	Iteration 52Q: 3 clusters Score -6253776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -6253780.000000 Penalty: 5170.822266
	Iteration 53Q: 3 clusters Score -6253780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -6253786.500000 Penalty: 5170.822266
	Iteration 54Q: 3 clusters Score -6253786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -6253780.500000 Penalty: 5170.822266
	Iteration 55Q: 3 clusters Score -6253780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -6253783.500000 Penalty: 5170.822266
	Iteration 56Q: 3 clusters Score -6253784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -6253781.500000 Penalty: 5170.822266
	Iteration 57Q: 3 clusters Score -6253782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -6253782.500000 Penalty: 5170.822266
	Iteration 58Q: 3 clusters Score -6253782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -6253778.500000 Penalty: 5170.822266
	Iteration 59Q: 3 clusters Score -6253778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -6253786.500000 Penalty: 5170.822266
	Iteration 60F: 3 clusters Score -6253786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -6253783.000000 Penalty: 5170.822266
	Iteration 61Q: 3 clusters Score -6253783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -6253788.000000 Penalty: 5170.822266
	Iteration 62Q: 3 clusters Score -6253788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -6253789.500000 Penalty: 5170.822266
	Iteration 63Q: 3 clusters Score -6253790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -6253789.000000 Penalty: 5170.822266
	Iteration 64Q: 3 clusters Score -6253789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -6253784.000000 Penalty: 5170.822266
	Iteration 65Q: 3 clusters Score -6253784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -6253785.000000 Penalty: 5170.822266
	Iteration 66Q: 3 clusters Score -6253785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -6253780.500000 Penalty: 5170.822266
	Iteration 67Q: 3 clusters Score -6253780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -6253781.000000 Penalty: 5170.822266
	Iteration 68Q: 3 clusters Score -6253781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -6253776.000000 Penalty: 5170.822266
	Iteration 69Q: 3 clusters Score -6253776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -6253781.000000 Penalty: 5170.822266
	Iteration 70Q: 3 clusters Score -6253781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -6253785.000000 Penalty: 5170.822266
	Iteration 71Q: 3 clusters Score -6253785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -6253781.500000 Penalty: 5170.822266
	Iteration 72Q: 3 clusters Score -6253782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -6253775.500000 Penalty: 5170.822266
	Iteration 73Q: 3 clusters Score -6253776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -6253780.000000 Penalty: 5170.822266
	Iteration 74Q: 3 clusters Score -6253780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -6253788.000000 Penalty: 5170.822266
	Iteration 75Q: 3 clusters Score -6253788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -6253789.500000 Penalty: 5170.822266
	Iteration 76Q: 3 clusters Score -6253790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -6253788.000000 Penalty: 5170.822266
	Iteration 77Q: 3 clusters Score -6253788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -6253788.000000 Penalty: 5170.822266
	Iteration 78Q: 3 clusters Score -6253788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -6253786.500000 Penalty: 5170.822266
	Iteration 79Q: 3 clusters Score -6253786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -6253787.000000 Penalty: 5170.822266
	Iteration 80F: 3 clusters Score -6253787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -6253781.500000 Penalty: 5170.822266
	Iteration 81Q: 3 clusters Score -6253782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -6253783.500000 Penalty: 5170.822266
	Iteration 82Q: 3 clusters Score -6253784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -6253785.500000 Penalty: 5170.822266
	Iteration 83Q: 3 clusters Score -6253786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -6253781.000000 Penalty: 5170.822266
	Iteration 84Q: 3 clusters Score -6253781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -6253781.500000 Penalty: 5170.822266
	Iteration 85Q: 3 clusters Score -6253782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -6253783.500000 Penalty: 5170.822266
	Iteration 86Q: 3 clusters Score -6253784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -6253782.500000 Penalty: 5170.822266
	Iteration 87Q: 3 clusters Score -6253782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -6253777.500000 Penalty: 5170.822266
	Iteration 88Q: 3 clusters Score -6253778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -6253777.500000 Penalty: 5170.822266
	Iteration 89F: 3 clusters Score -6253778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Entering Unmasked Estep 
Score: -8196477.000000 Penalty: 2654.493652
	Iteration 0F: 2 clusters Score -8196477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -8166715.000000 Penalty: 5308.987305
	Iteration 0F: 3 clusters Score -8166715 nChanged 20332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -8177682.000000 Penalty: 5308.987305
	Iteration 1F: 3 clusters Score -8177682 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -8178193.000000 Penalty: 5308.987305
	Iteration 2Q: 3 clusters Score -8178193 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -8178666.000000 Penalty: 5308.987305
	Iteration 3Q: 3 clusters Score -8178666 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -8179453.000000 Penalty: 5308.987305
	Iteration 4Q: 3 clusters Score -8179453 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -8180510.000000 Penalty: 5308.987305
	Iteration 5Q: 3 clusters Score -8180510 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -8182008.500000 Penalty: 5308.987305
	Iteration 6F: 3 clusters Score -8182008 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -8184246.500000 Penalty: 5308.987305
	Iteration 7F: 3 clusters Score -8184246 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -8186692.000000 Penalty: 5308.987305
	Iteration 8F: 3 clusters Score -8186692 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -8188907.500000 Penalty: 5308.987305
	Iteration 9F: 3 clusters Score -8188908 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -8190529.000000 Penalty: 5308.987305
	Iteration 10Q: 3 clusters Score -8190529 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -8191598.500000 Penalty: 5308.987305
	Iteration 11Q: 3 clusters Score -8191598 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -8192341.500000 Penalty: 5308.987305
	Iteration 12Q: 3 clusters Score -8192342 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8192828.000000 Penalty: 5308.987305
	Iteration 13Q: 3 clusters Score -8192828 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8193188.000000 Penalty: 5308.987305
	Iteration 14Q: 3 clusters Score -8193188 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8193453.500000 Penalty: 5308.987305
	Iteration 15Q: 3 clusters Score -8193454 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8193604.000000 Penalty: 5308.987305
	Iteration 16Q: 3 clusters Score -8193604 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8193735.000000 Penalty: 5308.987305
	Iteration 17Q: 3 clusters Score -8193735 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8193858.000000 Penalty: 5308.987305
	Iteration 18Q: 3 clusters Score -8193858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8193936.000000 Penalty: 5308.987305
	Iteration 19Q: 3 clusters Score -8193936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8193984.500000 Penalty: 5308.987305
	Iteration 20F: 3 clusters Score -8193984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8194023.500000 Penalty: 5308.987305
	Iteration 21Q: 3 clusters Score -8194024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8194029.500000 Penalty: 5308.987305
	Iteration 22Q: 3 clusters Score -8194030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8194057.000000 Penalty: 5308.987305
	Iteration 23Q: 3 clusters Score -8194057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8194080.000000 Penalty: 5308.987305
	Iteration 24Q: 3 clusters Score -8194080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8194102.000000 Penalty: 5308.987305
	Iteration 25Q: 3 clusters Score -8194102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8194108.000000 Penalty: 5308.987305
	Iteration 26Q: 3 clusters Score -8194108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8194121.500000 Penalty: 5308.987305
	Iteration 27Q: 3 clusters Score -8194122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8194129.500000 Penalty: 5308.987305
	Iteration 28Q: 3 clusters Score -8194130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8194140.500000 Penalty: 5308.987305
	Iteration 29Q: 3 clusters Score -8194140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8194145.500000 Penalty: 5308.987305
	Iteration 30Q: 3 clusters Score -8194146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8194149.000000 Penalty: 5308.987305
	Iteration 31Q: 3 clusters Score -8194149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8194151.000000 Penalty: 5308.987305
	Iteration 32Q: 3 clusters Score -8194151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8194153.000000 Penalty: 5308.987305
	Iteration 33Q: 3 clusters Score -8194153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8194155.000000 Penalty: 5308.987305
	Iteration 34Q: 3 clusters Score -8194155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8194149.000000 Penalty: 5308.987305
	Iteration 35Q: 3 clusters Score -8194149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8194158.000000 Penalty: 5308.987305
	Iteration 36Q: 3 clusters Score -8194158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8194164.500000 Penalty: 5308.987305
	Iteration 37Q: 3 clusters Score -8194164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8194159.500000 Penalty: 5308.987305
	Iteration 38Q: 3 clusters Score -8194160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8194160.500000 Penalty: 5308.987305
	Iteration 39Q: 3 clusters Score -8194160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8194160.500000 Penalty: 5308.987305
	Iteration 40F: 3 clusters Score -8194160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8194160.000000 Penalty: 5308.987305
	Iteration 41Q: 3 clusters Score -8194160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8194160.000000 Penalty: 5308.987305
	Iteration 42Q: 3 clusters Score -8194160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8194161.500000 Penalty: 5308.987305
	Iteration 43Q: 3 clusters Score -8194162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8194161.500000 Penalty: 5308.987305
	Iteration 44F: 3 clusters Score -8194162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Entering Unmasked Estep 
Score: -7585645.000000 Penalty: 2632.322754
	Iteration 0F: 2 clusters Score -7585645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -7558547.000000 Penalty: 5264.645508
	Iteration 0F: 3 clusters Score -7558547 nChanged 18691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -7568771.000000 Penalty: 5264.645508
	Iteration 1F: 3 clusters Score -7568771 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -7569287.500000 Penalty: 5264.645508
	Iteration 2Q: 3 clusters Score -7569288 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -7569957.500000 Penalty: 5264.645508
	Iteration 3Q: 3 clusters Score -7569958 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -7570764.000000 Penalty: 5264.645508
	Iteration 4Q: 3 clusters Score -7570764 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -7571923.000000 Penalty: 5264.645508
	Iteration 5F: 3 clusters Score -7571923 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -7573753.000000 Penalty: 5264.645508
	Iteration 6F: 3 clusters Score -7573753 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -7576108.000000 Penalty: 5264.645508
	Iteration 7F: 3 clusters Score -7576108 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -7578654.000000 Penalty: 5264.645508
	Iteration 8F: 3 clusters Score -7578654 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -7580923.000000 Penalty: 5264.645508
	Iteration 9F: 3 clusters Score -7580923 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -7582349.500000 Penalty: 5264.645508
	Iteration 10Q: 3 clusters Score -7582350 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -7583081.500000 Penalty: 5264.645508
	Iteration 11Q: 3 clusters Score -7583082 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -7583422.500000 Penalty: 5264.645508
	Iteration 12Q: 3 clusters Score -7583422 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -7583557.000000 Penalty: 5264.645508
	Iteration 13Q: 3 clusters Score -7583557 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -7583644.500000 Penalty: 5264.645508
	Iteration 14Q: 3 clusters Score -7583644 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -7583744.000000 Penalty: 5264.645508
	Iteration 15Q: 3 clusters Score -7583744 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -7583778.500000 Penalty: 5264.645508
	Iteration 16Q: 3 clusters Score -7583778 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -7583812.000000 Penalty: 5264.645508
	Iteration 17Q: 3 clusters Score -7583812 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -7583826.000000 Penalty: 5264.645508
	Iteration 18Q: 3 clusters Score -7583826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -7583837.500000 Penalty: 5264.645508
	Iteration 19Q: 3 clusters Score -7583838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -7583840.500000 Penalty: 5264.645508
	Iteration 20F: 3 clusters Score -7583840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -7583857.000000 Penalty: 5264.645508
	Iteration 21Q: 3 clusters Score -7583857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -7583866.000000 Penalty: 5264.645508
	Iteration 22Q: 3 clusters Score -7583866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -7583865.500000 Penalty: 5264.645508
	Iteration 23Q: 3 clusters Score -7583866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -7583877.500000 Penalty: 5264.645508
	Iteration 24Q: 3 clusters Score -7583878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -7583879.000000 Penalty: 5264.645508
	Iteration 25Q: 3 clusters Score -7583879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -7583884.500000 Penalty: 5264.645508
	Iteration 26Q: 3 clusters Score -7583884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -7583897.500000 Penalty: 5264.645508
	Iteration 27Q: 3 clusters Score -7583898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -7583901.500000 Penalty: 5264.645508
	Iteration 28Q: 3 clusters Score -7583902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -7583898.000000 Penalty: 5264.645508
	Iteration 29Q: 3 clusters Score -7583898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -7583893.000000 Penalty: 5264.645508
	Iteration 30Q: 3 clusters Score -7583893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -7583884.500000 Penalty: 5264.645508
	Iteration 31Q: 3 clusters Score -7583884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -7583885.000000 Penalty: 5264.645508
	Iteration 32Q: 3 clusters Score -7583885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -7583888.500000 Penalty: 5264.645508
	Iteration 33Q: 3 clusters Score -7583888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -7583886.500000 Penalty: 5264.645508
	Iteration 34Q: 3 clusters Score -7583886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -7583887.500000 Penalty: 5264.645508
	Iteration 35Q: 3 clusters Score -7583888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -7583891.500000 Penalty: 5264.645508
	Iteration 36Q: 3 clusters Score -7583892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -7583891.500000 Penalty: 5264.645508
	Iteration 37F: 3 clusters Score -7583892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -1127535.500000 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -1127536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1122323.750000 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -1122324 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1123627.250000 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -1123627 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1123867.500000 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -1123868 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1124000.875000 Penalty: 4324.051758
	Iteration 3Q: 3 clusters Score -1124001 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1124080.625000 Penalty: 4324.051758
	Iteration 4Q: 3 clusters Score -1124081 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1124132.375000 Penalty: 4324.051758
	Iteration 5Q: 3 clusters Score -1124132 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1124175.125000 Penalty: 4324.051758
	Iteration 6Q: 3 clusters Score -1124175 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1124207.500000 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -1124208 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1124229.125000 Penalty: 4324.051758
	Iteration 8Q: 3 clusters Score -1124229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1124248.250000 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -1124248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1124262.250000 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -1124262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1124273.000000 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -1124273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1124285.500000 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -1124286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1124293.500000 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -1124294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1124306.000000 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -1124306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1124316.875000 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -1124317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1124328.250000 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -1124328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1124338.625000 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -1124339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1124340.625000 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -1124341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1124344.875000 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -1124345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1124349.250000 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -1124349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1124351.125000 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -1124351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1124354.625000 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -1124355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1124357.625000 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -1124358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1124360.375000 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -1124360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1124360.875000 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -1124361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1124364.000000 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -1124364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1124366.000000 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -1124366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1124368.875000 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -1124369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1124373.750000 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -1124374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1124376.375000 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -1124376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1124381.500000 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -1124382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1124382.875000 Penalty: 4324.051758
	Iteration 32Q: 3 clusters Score -1124383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1124385.000000 Penalty: 4324.051758
	Iteration 33Q: 3 clusters Score -1124385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1124387.250000 Penalty: 4324.051758
	Iteration 34Q: 3 clusters Score -1124387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1124394.125000 Penalty: 4324.051758
	Iteration 35Q: 3 clusters Score -1124394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1124399.875000 Penalty: 4324.051758
	Iteration 36Q: 3 clusters Score -1124400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1124403.250000 Penalty: 4324.051758
	Iteration 37Q: 3 clusters Score -1124403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1124406.125000 Penalty: 4324.051758
	Iteration 38Q: 3 clusters Score -1124406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1124409.125000 Penalty: 4324.051758
	Iteration 39Q: 3 clusters Score -1124409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1124412.875000 Penalty: 4324.051758
	Iteration 40F: 3 clusters Score -1124413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1124417.000000 Penalty: 4324.051758
	Iteration 41Q: 3 clusters Score -1124417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1124418.250000 Penalty: 4324.051758
	Iteration 42Q: 3 clusters Score -1124418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1124421.000000 Penalty: 4324.051758
	Iteration 43Q: 3 clusters Score -1124421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1124424.000000 Penalty: 4324.051758
	Iteration 44Q: 3 clusters Score -1124424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1124424.625000 Penalty: 4324.051758
	Iteration 45Q: 3 clusters Score -1124425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1124424.750000 Penalty: 4324.051758
	Iteration 46Q: 3 clusters Score -1124425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1124426.500000 Penalty: 4324.051758
	Iteration 47Q: 3 clusters Score -1124426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1124429.750000 Penalty: 4324.051758
	Iteration 48Q: 3 clusters Score -1124430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1124431.125000 Penalty: 4324.051758
	Iteration 49Q: 3 clusters Score -1124431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1124431.875000 Penalty: 4324.051758
	Iteration 50Q: 3 clusters Score -1124432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1124433.875000 Penalty: 4324.051758
	Iteration 51Q: 3 clusters Score -1124434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1124431.875000 Penalty: 4324.051758
	Iteration 52Q: 3 clusters Score -1124432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1124433.875000 Penalty: 4324.051758
	Iteration 53Q: 3 clusters Score -1124434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1124431.875000 Penalty: 4324.051758
	Iteration 54Q: 3 clusters Score -1124432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1124432.250000 Penalty: 4324.051758
	Iteration 55Q: 3 clusters Score -1124432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1124435.250000 Penalty: 4324.051758
	Iteration 56Q: 3 clusters Score -1124435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1124435.250000 Penalty: 4324.051758
	Iteration 57Q: 3 clusters Score -1124435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1124434.250000 Penalty: 4324.051758
	Iteration 58Q: 3 clusters Score -1124434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1124436.000000 Penalty: 4324.051758
	Iteration 59Q: 3 clusters Score -1124436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1124436.125000 Penalty: 4324.051758
	Iteration 60F: 3 clusters Score -1124436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1124437.375000 Penalty: 4324.051758
	Iteration 61Q: 3 clusters Score -1124437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1124439.375000 Penalty: 4324.051758
	Iteration 62Q: 3 clusters Score -1124439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1124442.875000 Penalty: 4324.051758
	Iteration 63Q: 3 clusters Score -1124443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1124441.625000 Penalty: 4324.051758
	Iteration 64Q: 3 clusters Score -1124442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1124443.500000 Penalty: 4324.051758
	Iteration 65Q: 3 clusters Score -1124444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1124443.875000 Penalty: 4324.051758
	Iteration 66Q: 3 clusters Score -1124444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1124448.375000 Penalty: 4324.051758
	Iteration 67Q: 3 clusters Score -1124448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1124447.750000 Penalty: 4324.051758
	Iteration 68Q: 3 clusters Score -1124448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1124450.000000 Penalty: 4324.051758
	Iteration 69Q: 3 clusters Score -1124450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1124450.125000 Penalty: 4324.051758
	Iteration 70Q: 3 clusters Score -1124450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1124451.000000 Penalty: 4324.051758
	Iteration 71Q: 3 clusters Score -1124451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1124450.875000 Penalty: 4324.051758
	Iteration 72Q: 3 clusters Score -1124451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1124452.375000 Penalty: 4324.051758
	Iteration 73Q: 3 clusters Score -1124452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1124452.375000 Penalty: 4324.051758
	Iteration 74F: 3 clusters Score -1124452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Entering Unmasked Estep 
Score: -8602376.000000 Penalty: 2663.567871
	Iteration 0F: 2 clusters Score -8602376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8571892.000000 Penalty: 5327.135742
	Iteration 0F: 3 clusters Score -8571892 nChanged 21149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -8583619.000000 Penalty: 5327.135742
	Iteration 1F: 3 clusters Score -8583619 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -8584156.000000 Penalty: 5327.135742
	Iteration 2Q: 3 clusters Score -8584156 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -8584670.000000 Penalty: 5327.135742
	Iteration 3Q: 3 clusters Score -8584670 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -8585212.000000 Penalty: 5327.135742
	Iteration 4Q: 3 clusters Score -8585212 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -8586031.000000 Penalty: 5327.135742
	Iteration 5Q: 3 clusters Score -8586031 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -8587069.000000 Penalty: 5327.135742
	Iteration 6Q: 3 clusters Score -8587069 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -8588709.000000 Penalty: 5327.135742
	Iteration 7F: 3 clusters Score -8588709 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -8591031.000000 Penalty: 5327.135742
	Iteration 8F: 3 clusters Score -8591031 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -8593961.000000 Penalty: 5327.135742
	Iteration 9F: 3 clusters Score -8593961 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -8596637.000000 Penalty: 5327.135742
	Iteration 10F: 3 clusters Score -8596637 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -8598428.000000 Penalty: 5327.135742
	Iteration 11Q: 3 clusters Score -8598428 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -8599326.000000 Penalty: 5327.135742
	Iteration 12Q: 3 clusters Score -8599326 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -8599704.000000 Penalty: 5327.135742
	Iteration 13Q: 3 clusters Score -8599704 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -8599887.000000 Penalty: 5327.135742
	Iteration 14Q: 3 clusters Score -8599887 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -8599979.000000 Penalty: 5327.135742
	Iteration 15Q: 3 clusters Score -8599979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -8600032.000000 Penalty: 5327.135742
	Iteration 16Q: 3 clusters Score -8600032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -8600045.000000 Penalty: 5327.135742
	Iteration 17Q: 3 clusters Score -8600045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -8600053.000000 Penalty: 5327.135742
	Iteration 18Q: 3 clusters Score -8600053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -8600059.000000 Penalty: 5327.135742
	Iteration 19Q: 3 clusters Score -8600059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -8600083.000000 Penalty: 5327.135742
	Iteration 20F: 3 clusters Score -8600083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -8600093.000000 Penalty: 5327.135742
	Iteration 21Q: 3 clusters Score -8600093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -8600098.000000 Penalty: 5327.135742
	Iteration 22Q: 3 clusters Score -8600098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -8600121.000000 Penalty: 5327.135742
	Iteration 23Q: 3 clusters Score -8600121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -8600119.000000 Penalty: 5327.135742
	Iteration 24Q: 3 clusters Score -8600119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -8600135.000000 Penalty: 5327.135742
	Iteration 25Q: 3 clusters Score -8600135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -8600142.000000 Penalty: 5327.135742
	Iteration 26Q: 3 clusters Score -8600142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -8600153.000000 Penalty: 5327.135742
	Iteration 27Q: 3 clusters Score -8600153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -8600157.000000 Penalty: 5327.135742
	Iteration 28Q: 3 clusters Score -8600157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8600160.000000 Penalty: 5327.135742
	Iteration 29Q: 3 clusters Score -8600160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8600160.000000 Penalty: 5327.135742
	Iteration 30F: 3 clusters Score -8600160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Entering Unmasked Estep 
Score: -792942.750000 Penalty: 2073.935303
	Iteration 0F: 2 clusters Score -792942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -788849.375000 Penalty: 4147.870605
	Iteration 0F: 3 clusters Score -788849.4 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -789768.250000 Penalty: 4147.870605
	Iteration 1F: 3 clusters Score -789768.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -789958.375000 Penalty: 4147.870605
	Iteration 2F: 3 clusters Score -789958.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -790064.437500 Penalty: 4147.870605
	Iteration 3Q: 3 clusters Score -790064.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -790153.187500 Penalty: 4147.870605
	Iteration 4Q: 3 clusters Score -790153.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -790222.562500 Penalty: 4147.870605
	Iteration 5Q: 3 clusters Score -790222.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -790273.875000 Penalty: 4147.870605
	Iteration 6Q: 3 clusters Score -790273.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -790318.000000 Penalty: 4147.870605
	Iteration 7Q: 3 clusters Score -790318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -790350.062500 Penalty: 4147.870605
	Iteration 8Q: 3 clusters Score -790350.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -790393.562500 Penalty: 4147.870605
	Iteration 9Q: 3 clusters Score -790393.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -790433.687500 Penalty: 4147.870605
	Iteration 10Q: 3 clusters Score -790433.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -790468.437500 Penalty: 4147.870605
	Iteration 11Q: 3 clusters Score -790468.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -790502.687500 Penalty: 4147.870605
	Iteration 12Q: 3 clusters Score -790502.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -790536.812500 Penalty: 4147.870605
	Iteration 13Q: 3 clusters Score -790536.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -790578.875000 Penalty: 4147.870605
	Iteration 14Q: 3 clusters Score -790578.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -790624.125000 Penalty: 4147.870605
	Iteration 15Q: 3 clusters Score -790624.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -790663.875000 Penalty: 4147.870605
	Iteration 16Q: 3 clusters Score -790663.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -790711.187500 Penalty: 4147.870605
	Iteration 17Q: 3 clusters Score -790711.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -790762.750000 Penalty: 4147.870605
	Iteration 18Q: 3 clusters Score -790762.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -790824.687500 Penalty: 4147.870605
	Iteration 19Q: 3 clusters Score -790824.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -790881.937500 Penalty: 4147.870605
	Iteration 20F: 3 clusters Score -790881.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -790930.687500 Penalty: 4147.870605
	Iteration 21Q: 3 clusters Score -790930.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -790972.250000 Penalty: 4147.870605
	Iteration 22Q: 3 clusters Score -790972.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -791004.000000 Penalty: 4147.870605
	Iteration 23Q: 3 clusters Score -791004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -791031.187500 Penalty: 4147.870605
	Iteration 24Q: 3 clusters Score -791031.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -791057.250000 Penalty: 4147.870605
	Iteration 25Q: 3 clusters Score -791057.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -791088.062500 Penalty: 4147.870605
	Iteration 26Q: 3 clusters Score -791088.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -791113.937500 Penalty: 4147.870605
	Iteration 27Q: 3 clusters Score -791113.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -791148.937500 Penalty: 4147.870605
	Iteration 28Q: 3 clusters Score -791148.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -791186.437500 Penalty: 4147.870605
	Iteration 29Q: 3 clusters Score -791186.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -791214.000000 Penalty: 4147.870605
	Iteration 30Q: 3 clusters Score -791214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -791239.750000 Penalty: 4147.870605
	Iteration 31Q: 3 clusters Score -791239.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -791260.500000 Penalty: 4147.870605
	Iteration 32Q: 3 clusters Score -791260.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -791288.437500 Penalty: 4147.870605
	Iteration 33Q: 3 clusters Score -791288.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -791308.250000 Penalty: 4147.870605
	Iteration 34Q: 3 clusters Score -791308.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -791321.062500 Penalty: 4147.870605
	Iteration 35Q: 3 clusters Score -791321.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -791326.312500 Penalty: 4147.870605
	Iteration 36Q: 3 clusters Score -791326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -791330.000000 Penalty: 4147.870605
	Iteration 37Q: 3 clusters Score -791330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -791335.000000 Penalty: 4147.870605
	Iteration 38Q: 3 clusters Score -791335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -791337.687500 Penalty: 4147.870605
	Iteration 39Q: 3 clusters Score -791337.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -791341.937500 Penalty: 4147.870605
	Iteration 40F: 3 clusters Score -791341.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -791346.000000 Penalty: 4147.870605
	Iteration 41Q: 3 clusters Score -791346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -791349.875000 Penalty: 4147.870605
	Iteration 42Q: 3 clusters Score -791349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -791351.562500 Penalty: 4147.870605
	Iteration 43Q: 3 clusters Score -791351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -791354.125000 Penalty: 4147.870605
	Iteration 44Q: 3 clusters Score -791354.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -791355.250000 Penalty: 4147.870605
	Iteration 45Q: 3 clusters Score -791355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -791355.375000 Penalty: 4147.870605
	Iteration 46Q: 3 clusters Score -791355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -791357.000000 Penalty: 4147.870605
	Iteration 47Q: 3 clusters Score -791357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -791359.937500 Penalty: 4147.870605
	Iteration 48Q: 3 clusters Score -791359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -791361.937500 Penalty: 4147.870605
	Iteration 49Q: 3 clusters Score -791361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -791361.937500 Penalty: 4147.870605
	Iteration 50F: 3 clusters Score -791361.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Entering Unmasked Estep 
Score: -9287679.000000 Penalty: 2681.722900
	Iteration 0F: 2 clusters Score -9287679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -9256205.000000 Penalty: 5363.445801
	Iteration 0F: 3 clusters Score -9256205 nChanged 22991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -9269162.000000 Penalty: 5363.445801
	Iteration 1F: 3 clusters Score -9269162 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -9269984.000000 Penalty: 5363.445801
	Iteration 2Q: 3 clusters Score -9269984 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -9270819.000000 Penalty: 5363.445801
	Iteration 3Q: 3 clusters Score -9270819 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -9271923.000000 Penalty: 5363.445801
	Iteration 4Q: 3 clusters Score -9271923 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -9273345.000000 Penalty: 5363.445801
	Iteration 5F: 3 clusters Score -9273345 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -9275480.000000 Penalty: 5363.445801
	Iteration 6F: 3 clusters Score -9275480 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -9278504.000000 Penalty: 5363.445801
	Iteration 7F: 3 clusters Score -9278504 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -9281596.000000 Penalty: 5363.445801
	Iteration 8F: 3 clusters Score -9281596 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -9283579.000000 Penalty: 5363.445801
	Iteration 9Q: 3 clusters Score -9283579 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -9284536.000000 Penalty: 5363.445801
	Iteration 10Q: 3 clusters Score -9284536 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -9285051.000000 Penalty: 5363.445801
	Iteration 11Q: 3 clusters Score -9285051 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -9285422.000000 Penalty: 5363.445801
	Iteration 12Q: 3 clusters Score -9285422 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -9285687.000000 Penalty: 5363.445801
	Iteration 13Q: 3 clusters Score -9285687 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -9285839.000000 Penalty: 5363.445801
	Iteration 14Q: 3 clusters Score -9285839 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -9285965.000000 Penalty: 5363.445801
	Iteration 15Q: 3 clusters Score -9285965 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -9286065.000000 Penalty: 5363.445801
	Iteration 16Q: 3 clusters Score -9286065 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -9286068.000000 Penalty: 5363.445801
	Iteration 17Q: 3 clusters Score -9286068 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -9286055.000000 Penalty: 5363.445801
	Iteration 18Q: 3 clusters Score -9286055 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -9286046.000000 Penalty: 5363.445801
	Iteration 19Q: 3 clusters Score -9286046 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -9286041.000000 Penalty: 5363.445801
	Iteration 20F: 3 clusters Score -9286041 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -9286032.000000 Penalty: 5363.445801
	Iteration 21Q: 3 clusters Score -9286032 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -9286021.000000 Penalty: 5363.445801
	Iteration 22Q: 3 clusters Score -9286021 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -9286028.000000 Penalty: 5363.445801
	Iteration 23Q: 3 clusters Score -9286028 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -9286067.000000 Penalty: 5363.445801
	Iteration 24Q: 3 clusters Score -9286067 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -9286074.000000 Penalty: 5363.445801
	Iteration 25Q: 3 clusters Score -9286074 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -9286068.000000 Penalty: 5363.445801
	Iteration 26Q: 3 clusters Score -9286068 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -9286055.000000 Penalty: 5363.445801
	Iteration 27Q: 3 clusters Score -9286055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -9286057.000000 Penalty: 5363.445801
	Iteration 28Q: 3 clusters Score -9286057 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -9286069.000000 Penalty: 5363.445801
	Iteration 29Q: 3 clusters Score -9286069 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -9286040.000000 Penalty: 5363.445801
	Iteration 30Q: 3 clusters Score -9286040 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -9286042.000000 Penalty: 5363.445801
	Iteration 31Q: 3 clusters Score -9286042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -9286047.000000 Penalty: 5363.445801
	Iteration 32Q: 3 clusters Score -9286047 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -9286049.000000 Penalty: 5363.445801
	Iteration 33Q: 3 clusters Score -9286049 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -9286056.000000 Penalty: 5363.445801
	Iteration 34Q: 3 clusters Score -9286056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -9286039.000000 Penalty: 5363.445801
	Iteration 35Q: 3 clusters Score -9286039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -9286028.000000 Penalty: 5363.445801
	Iteration 36Q: 3 clusters Score -9286028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -9286020.000000 Penalty: 5363.445801
	Iteration 37Q: 3 clusters Score -9286020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -9286022.000000 Penalty: 5363.445801
	Iteration 38Q: 3 clusters Score -9286022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -9286011.000000 Penalty: 5363.445801
	Iteration 39Q: 3 clusters Score -9286011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -9286011.000000 Penalty: 5363.445801
	Iteration 40F: 3 clusters Score -9286011 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -9286018.000000 Penalty: 5363.445801
	Iteration 41Q: 3 clusters Score -9286018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -9286029.000000 Penalty: 5363.445801
	Iteration 42Q: 3 clusters Score -9286029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -9286040.000000 Penalty: 5363.445801
	Iteration 43Q: 3 clusters Score -9286040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -9286045.000000 Penalty: 5363.445801
	Iteration 44Q: 3 clusters Score -9286045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -9286030.000000 Penalty: 5363.445801
	Iteration 45Q: 3 clusters Score -9286030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -9286035.000000 Penalty: 5363.445801
	Iteration 46Q: 3 clusters Score -9286035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -9286027.000000 Penalty: 5363.445801
	Iteration 47Q: 3 clusters Score -9286027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -9286024.000000 Penalty: 5363.445801
	Iteration 48Q: 3 clusters Score -9286024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -9286039.000000 Penalty: 5363.445801
	Iteration 49Q: 3 clusters Score -9286039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -9286026.000000 Penalty: 5363.445801
	Iteration 50Q: 3 clusters Score -9286026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -9286042.000000 Penalty: 5363.445801
	Iteration 51Q: 3 clusters Score -9286042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -9286028.000000 Penalty: 5363.445801
	Iteration 52Q: 3 clusters Score -9286028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -9286043.000000 Penalty: 5363.445801
	Iteration 53Q: 3 clusters Score -9286043 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -9286012.000000 Penalty: 5363.445801
	Iteration 54Q: 3 clusters Score -9286012 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -9286016.000000 Penalty: 5363.445801
	Iteration 55Q: 3 clusters Score -9286016 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -9285992.000000 Penalty: 5363.445801
	Iteration 56Q: 3 clusters Score -9285992 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -9286007.000000 Penalty: 5363.445801
	Iteration 57Q: 3 clusters Score -9286007 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -9286006.000000 Penalty: 5363.445801
	Iteration 58Q: 3 clusters Score -9286006 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -9285977.000000 Penalty: 5363.445801
	Iteration 59Q: 3 clusters Score -9285977 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -9286063.000000 Penalty: 5363.445801
	Iteration 60F: 3 clusters Score -9286063 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -9286070.000000 Penalty: 5363.445801
	Iteration 61Q: 3 clusters Score -9286070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -9286077.000000 Penalty: 5363.445801
	Iteration 62Q: 3 clusters Score -9286077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -9286078.000000 Penalty: 5363.445801
	Iteration 63Q: 3 clusters Score -9286078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -9286076.000000 Penalty: 5363.445801
	Iteration 64Q: 3 clusters Score -9286076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -9286076.000000 Penalty: 5363.445801
	Iteration 65Q: 3 clusters Score -9286076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -9286074.000000 Penalty: 5363.445801
	Iteration 66Q: 3 clusters Score -9286074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -9286082.000000 Penalty: 5363.445801
	Iteration 67Q: 3 clusters Score -9286082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -9286091.000000 Penalty: 5363.445801
	Iteration 68Q: 3 clusters Score -9286091 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -9286074.000000 Penalty: 5363.445801
	Iteration 69Q: 3 clusters Score -9286074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -9286072.000000 Penalty: 5363.445801
	Iteration 70Q: 3 clusters Score -9286072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -9286088.000000 Penalty: 5363.445801
	Iteration 71Q: 3 clusters Score -9286088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -9286107.000000 Penalty: 5363.445801
	Iteration 72Q: 3 clusters Score -9286107 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -9286124.000000 Penalty: 5363.445801
	Iteration 73Q: 3 clusters Score -9286124 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -9286098.000000 Penalty: 5363.445801
	Iteration 74Q: 3 clusters Score -9286098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -9286091.000000 Penalty: 5363.445801
	Iteration 75Q: 3 clusters Score -9286091 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -9286080.000000 Penalty: 5363.445801
	Iteration 76Q: 3 clusters Score -9286080 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -9286080.000000 Penalty: 5363.445801
	Iteration 77Q: 3 clusters Score -9286080 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -9286075.000000 Penalty: 5363.445801
	Iteration 78Q: 3 clusters Score -9286075 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -9286093.000000 Penalty: 5363.445801
	Iteration 79Q: 3 clusters Score -9286093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -9286113.000000 Penalty: 5363.445801
	Iteration 80F: 3 clusters Score -9286113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -9286116.000000 Penalty: 5363.445801
	Iteration 81Q: 3 clusters Score -9286116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -9286124.000000 Penalty: 5363.445801
	Iteration 82Q: 3 clusters Score -9286124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -9286127.000000 Penalty: 5363.445801
	Iteration 83Q: 3 clusters Score -9286127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -9286125.000000 Penalty: 5363.445801
	Iteration 84Q: 3 clusters Score -9286125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -9286123.000000 Penalty: 5363.445801
	Iteration 85Q: 3 clusters Score -9286123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -9286119.000000 Penalty: 5363.445801
	Iteration 86Q: 3 clusters Score -9286119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -9286116.000000 Penalty: 5363.445801
	Iteration 87Q: 3 clusters Score -9286116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -9286113.000000 Penalty: 5363.445801
	Iteration 88Q: 3 clusters Score -9286113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -9286118.000000 Penalty: 5363.445801
	Iteration 89Q: 3 clusters Score -9286118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -9286120.000000 Penalty: 5363.445801
	Iteration 90Q: 3 clusters Score -9286120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -9286121.000000 Penalty: 5363.445801
	Iteration 91Q: 3 clusters Score -9286121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -9286121.000000 Penalty: 5363.445801
	Iteration 92F: 3 clusters Score -9286121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Entering Unmasked Estep 
Score: -8159654.000000 Penalty: 2651.218750
	Iteration 0F: 2 clusters Score -8159654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -8130101.500000 Penalty: 5302.437500
	Iteration 0F: 3 clusters Score -8130102 nChanged 20172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -8141190.000000 Penalty: 5302.437500
	Iteration 1F: 3 clusters Score -8141190 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -8141764.500000 Penalty: 5302.437500
	Iteration 2Q: 3 clusters Score -8141764 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -8142280.500000 Penalty: 5302.437500
	Iteration 3Q: 3 clusters Score -8142280 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -8142774.500000 Penalty: 5302.437500
	Iteration 4Q: 3 clusters Score -8142774 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -8143500.000000 Penalty: 5302.437500
	Iteration 5Q: 3 clusters Score -8143500 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -8144468.000000 Penalty: 5302.437500
	Iteration 6Q: 3 clusters Score -8144468 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -8145888.000000 Penalty: 5302.437500
	Iteration 7F: 3 clusters Score -8145888 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -8147991.000000 Penalty: 5302.437500
	Iteration 8F: 3 clusters Score -8147991 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -8150718.000000 Penalty: 5302.437500
	Iteration 9F: 3 clusters Score -8150718 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -8153336.000000 Penalty: 5302.437500
	Iteration 10F: 3 clusters Score -8153336 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8155278.000000 Penalty: 5302.437500
	Iteration 11Q: 3 clusters Score -8155278 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8156438.500000 Penalty: 5302.437500
	Iteration 12Q: 3 clusters Score -8156438 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8156896.500000 Penalty: 5302.437500
	Iteration 13Q: 3 clusters Score -8156896 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8157116.500000 Penalty: 5302.437500
	Iteration 14Q: 3 clusters Score -8157116 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8157261.000000 Penalty: 5302.437500
	Iteration 15Q: 3 clusters Score -8157261 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8157340.000000 Penalty: 5302.437500
	Iteration 16Q: 3 clusters Score -8157340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8157383.000000 Penalty: 5302.437500
	Iteration 17Q: 3 clusters Score -8157383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8157416.500000 Penalty: 5302.437500
	Iteration 18Q: 3 clusters Score -8157416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8157429.000000 Penalty: 5302.437500
	Iteration 19Q: 3 clusters Score -8157429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8157448.500000 Penalty: 5302.437500
	Iteration 20F: 3 clusters Score -8157448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8157454.000000 Penalty: 5302.437500
	Iteration 21Q: 3 clusters Score -8157454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8157472.000000 Penalty: 5302.437500
	Iteration 22Q: 3 clusters Score -8157472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8157482.000000 Penalty: 5302.437500
	Iteration 23Q: 3 clusters Score -8157482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8157490.000000 Penalty: 5302.437500
	Iteration 24Q: 3 clusters Score -8157490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8157493.500000 Penalty: 5302.437500
	Iteration 25Q: 3 clusters Score -8157494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8157494.000000 Penalty: 5302.437500
	Iteration 26Q: 3 clusters Score -8157494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8157498.000000 Penalty: 5302.437500
	Iteration 27Q: 3 clusters Score -8157498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8157500.500000 Penalty: 5302.437500
	Iteration 28Q: 3 clusters Score -8157500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8157504.000000 Penalty: 5302.437500
	Iteration 29Q: 3 clusters Score -8157504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8157504.000000 Penalty: 5302.437500
	Iteration 30F: 3 clusters Score -8157504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -90983.914062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -90983.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89467.820312 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -89467.82 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90029.960938 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -90029.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90238.531250 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -90238.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90338.187500 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -90338.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90444.929688 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -90444.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90526.492188 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -90526.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90602.203125 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -90602.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90631.703125 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -90631.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90652.414062 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -90652.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90676.101562 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -90676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90699.101562 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -90699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90712.750000 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -90712.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90716.304688 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -90716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90724.867188 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -90724.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90731.984375 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -90731.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90741.375000 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -90741.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90742.546875 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -90742.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90744.781250 Penalty: 3250.750977
	Iteration 17F: 3 clusters Score -90744.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90759.914062 Penalty: 3250.750977
	Iteration 18Q: 3 clusters Score -90759.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90770.671875 Penalty: 3250.750977
	Iteration 19Q: 3 clusters Score -90770.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90777.593750 Penalty: 3250.750977
	Iteration 20F: 3 clusters Score -90777.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90779.140625 Penalty: 3250.750977
	Iteration 21Q: 3 clusters Score -90779.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90781.679688 Penalty: 3250.750977
	Iteration 22Q: 3 clusters Score -90781.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90782.812500 Penalty: 3250.750977
	Iteration 23Q: 3 clusters Score -90782.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90792.085938 Penalty: 3250.750977
	Iteration 24Q: 3 clusters Score -90792.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90801.843750 Penalty: 3250.750977
	Iteration 25Q: 3 clusters Score -90801.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90807.710938 Penalty: 3250.750977
	Iteration 26Q: 3 clusters Score -90807.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90807.710938 Penalty: 3250.750977
	Iteration 27F: 3 clusters Score -90807.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Entering Unmasked Estep 
Score: -8354208.500000 Penalty: 2655.937988
	Iteration 0F: 2 clusters Score -8354208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -8324269.500000 Penalty: 5311.875977
	Iteration 0F: 3 clusters Score -8324270 nChanged 20703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -8335552.000000 Penalty: 5311.875977
	Iteration 1F: 3 clusters Score -8335552 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -8336016.500000 Penalty: 5311.875977
	Iteration 2Q: 3 clusters Score -8336016 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -8336414.500000 Penalty: 5311.875977
	Iteration 3Q: 3 clusters Score -8336414 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -8336822.500000 Penalty: 5311.875977
	Iteration 4Q: 3 clusters Score -8336822 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -8337253.000000 Penalty: 5311.875977
	Iteration 5Q: 3 clusters Score -8337253 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -8337964.000000 Penalty: 5311.875977
	Iteration 6Q: 3 clusters Score -8337964 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -8338992.500000 Penalty: 5311.875977
	Iteration 7Q: 3 clusters Score -8338992 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -8340433.000000 Penalty: 5311.875977
	Iteration 8F: 3 clusters Score -8340433 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -8342534.500000 Penalty: 5311.875977
	Iteration 9F: 3 clusters Score -8342534 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -8345009.000000 Penalty: 5311.875977
	Iteration 10F: 3 clusters Score -8345009 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -8347529.000000 Penalty: 5311.875977
	Iteration 11F: 3 clusters Score -8347529 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -8349517.500000 Penalty: 5311.875977
	Iteration 12F: 3 clusters Score -8349518 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -8350662.500000 Penalty: 5311.875977
	Iteration 13Q: 3 clusters Score -8350662 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8351250.000000 Penalty: 5311.875977
	Iteration 14Q: 3 clusters Score -8351250 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -8351556.000000 Penalty: 5311.875977
	Iteration 15Q: 3 clusters Score -8351556 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -8351706.500000 Penalty: 5311.875977
	Iteration 16Q: 3 clusters Score -8351706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8351761.000000 Penalty: 5311.875977
	Iteration 17Q: 3 clusters Score -8351761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8351812.000000 Penalty: 5311.875977
	Iteration 18Q: 3 clusters Score -8351812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -8351854.000000 Penalty: 5311.875977
	Iteration 19Q: 3 clusters Score -8351854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -8351874.000000 Penalty: 5311.875977
	Iteration 20F: 3 clusters Score -8351874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -8351883.500000 Penalty: 5311.875977
	Iteration 21Q: 3 clusters Score -8351884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -8351892.000000 Penalty: 5311.875977
	Iteration 22Q: 3 clusters Score -8351892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -8351894.000000 Penalty: 5311.875977
	Iteration 23Q: 3 clusters Score -8351894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -8351907.500000 Penalty: 5311.875977
	Iteration 24Q: 3 clusters Score -8351908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -8351913.000000 Penalty: 5311.875977
	Iteration 25Q: 3 clusters Score -8351913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -8351932.000000 Penalty: 5311.875977
	Iteration 26Q: 3 clusters Score -8351932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -8351932.500000 Penalty: 5311.875977
	Iteration 27Q: 3 clusters Score -8351932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -8351932.500000 Penalty: 5311.875977
	Iteration 28F: 3 clusters Score -8351932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -130498.898438 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -130498.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -128747.132812 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -128747.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -129360.328125 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -129360.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -129880.914062 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -129880.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130471.218750 Penalty: 3361.147461
	Iteration 3F: 3 clusters Score -130471.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -130787.648438 Penalty: 3361.147461
	Iteration 4F: 3 clusters Score -130787.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130999.703125 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -130999.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -131198.468750 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -131198.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131302.093750 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -131302.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -131363.796875 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -131363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -131401.843750 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -131401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -131409.281250 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -131409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -131418.890625 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -131418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -131426.953125 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -131427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -131426.953125 Penalty: 3361.147461
	Iteration 13F: 3 clusters Score -131427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28731 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33693 members 
Mstep: Class 5 contains 44516 members 
Mstep: Class 6 contains 40709 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 46175 members 
Mstep: Class 9 contains 4284 members 
Mstep: Class 10 contains 49682 members 
Mstep: Class 11 contains 43932 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44776 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15158 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 31441 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 49655 members 
Mstep: Class 23 contains 49671 members 
Mstep: Class 24 contains 50310 members 
Mstep: Class 25 contains 52734 members 
Mstep: Class 26 contains 402 members 
Entering Unmasked Estep 
Score: -110188648.000000 Penalty: 85816.687500
Splitting cluster 14 changes total score from -110189624.000000 to -110188648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -564962.812500 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -564962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -561648.437500 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -561648.4 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -562323.750000 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -562323.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -562457.875000 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -562457.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -562551.750000 Penalty: 3977.238037
	Iteration 3Q: 3 clusters Score -562551.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -562610.875000 Penalty: 3977.238037
	Iteration 4Q: 3 clusters Score -562610.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -562664.937500 Penalty: 3977.238037
	Iteration 5Q: 3 clusters Score -562664.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -562705.187500 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -562705.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -562737.187500 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -562737.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -562767.062500 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -562767.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -562806.125000 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -562806.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -562836.812500 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -562836.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -562854.437500 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -562854.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -562871.687500 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -562871.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -562888.000000 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -562888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -562899.687500 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -562899.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -562913.312500 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -562913.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -562925.625000 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -562925.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -562936.312500 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -562936.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -562947.812500 Penalty: 3977.238037
	Iteration 18Q: 3 clusters Score -562947.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -562958.062500 Penalty: 3977.238037
	Iteration 19Q: 3 clusters Score -562958.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -562968.125000 Penalty: 3977.238037
	Iteration 20F: 3 clusters Score -562968.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -562977.375000 Penalty: 3977.238037
	Iteration 21Q: 3 clusters Score -562977.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -562983.250000 Penalty: 3977.238037
	Iteration 22Q: 3 clusters Score -562983.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -562989.062500 Penalty: 3977.238037
	Iteration 23Q: 3 clusters Score -562989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -562994.437500 Penalty: 3977.238037
	Iteration 24Q: 3 clusters Score -562994.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -563000.062500 Penalty: 3977.238037
	Iteration 25Q: 3 clusters Score -563000.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -563006.937500 Penalty: 3977.238037
	Iteration 26Q: 3 clusters Score -563006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -563010.125000 Penalty: 3977.238037
	Iteration 27Q: 3 clusters Score -563010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -563012.187500 Penalty: 3977.238037
	Iteration 28Q: 3 clusters Score -563012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -563017.437500 Penalty: 3977.238037
	Iteration 29Q: 3 clusters Score -563017.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -563019.937500 Penalty: 3977.238037
	Iteration 30Q: 3 clusters Score -563019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -563021.437500 Penalty: 3977.238037
	Iteration 31Q: 3 clusters Score -563021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -563022.250000 Penalty: 3977.238037
	Iteration 32Q: 3 clusters Score -563022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -563024.750000 Penalty: 3977.238037
	Iteration 33Q: 3 clusters Score -563024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -563026.250000 Penalty: 3977.238037
	Iteration 34Q: 3 clusters Score -563026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -563027.437500 Penalty: 3977.238037
	Iteration 35Q: 3 clusters Score -563027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -563027.437500 Penalty: 3977.238037
	Iteration 36F: 3 clusters Score -563027.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -206123.437500 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -206123.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -204069.968750 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -204070 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -204472.734375 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -204472.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -204647.484375 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -204647.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -204758.484375 Penalty: 3542.450195
	Iteration 3F: 3 clusters Score -204758.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -204833.312500 Penalty: 3542.450195
	Iteration 4Q: 3 clusters Score -204833.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -204875.609375 Penalty: 3542.450195
	Iteration 5Q: 3 clusters Score -204875.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -204917.687500 Penalty: 3542.450195
	Iteration 6Q: 3 clusters Score -204917.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -204957.156250 Penalty: 3542.450195
	Iteration 7Q: 3 clusters Score -204957.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -204981.750000 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -204981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -204998.343750 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -204998.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -205009.609375 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -205009.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -205019.515625 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -205019.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -205025.625000 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -205025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -205028.921875 Penalty: 3542.450195
	Iteration 13Q: 3 clusters Score -205028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -205031.546875 Penalty: 3542.450195
	Iteration 14Q: 3 clusters Score -205031.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -205033.734375 Penalty: 3542.450195
	Iteration 15Q: 3 clusters Score -205033.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -205033.734375 Penalty: 3542.450195
	Iteration 16F: 3 clusters Score -205033.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Entering Unmasked Estep 
Score: -2826794.250000 Penalty: 2387.318359
	Iteration 0F: 2 clusters Score -2826794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2815875.750000 Penalty: 4774.636719
	Iteration 0F: 3 clusters Score -2815876 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2819213.750000 Penalty: 4774.636719
	Iteration 1F: 3 clusters Score -2819214 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2819531.250000 Penalty: 4774.636719
	Iteration 2F: 3 clusters Score -2819531 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2819739.250000 Penalty: 4774.636719
	Iteration 3Q: 3 clusters Score -2819739 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2819918.250000 Penalty: 4774.636719
	Iteration 4Q: 3 clusters Score -2819918 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2820067.500000 Penalty: 4774.636719
	Iteration 5Q: 3 clusters Score -2820068 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2820234.250000 Penalty: 4774.636719
	Iteration 6Q: 3 clusters Score -2820234 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2820418.000000 Penalty: 4774.636719
	Iteration 7Q: 3 clusters Score -2820418 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2820657.500000 Penalty: 4774.636719
	Iteration 8Q: 3 clusters Score -2820658 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2821004.500000 Penalty: 4774.636719
	Iteration 9Q: 3 clusters Score -2821004 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2821472.000000 Penalty: 4774.636719
	Iteration 10Q: 3 clusters Score -2821472 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2822063.750000 Penalty: 4774.636719
	Iteration 11F: 3 clusters Score -2822064 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2822765.500000 Penalty: 4774.636719
	Iteration 12F: 3 clusters Score -2822766 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2823454.500000 Penalty: 4774.636719
	Iteration 13Q: 3 clusters Score -2823454 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2823984.000000 Penalty: 4774.636719
	Iteration 14Q: 3 clusters Score -2823984 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2824289.250000 Penalty: 4774.636719
	Iteration 15Q: 3 clusters Score -2824289 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2824442.000000 Penalty: 4774.636719
	Iteration 16Q: 3 clusters Score -2824442 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2824534.750000 Penalty: 4774.636719
	Iteration 17Q: 3 clusters Score -2824535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2824581.750000 Penalty: 4774.636719
	Iteration 18Q: 3 clusters Score -2824582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2824598.000000 Penalty: 4774.636719
	Iteration 19Q: 3 clusters Score -2824598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2824608.750000 Penalty: 4774.636719
	Iteration 20F: 3 clusters Score -2824609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2824624.750000 Penalty: 4774.636719
	Iteration 21Q: 3 clusters Score -2824625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2824643.000000 Penalty: 4774.636719
	Iteration 22Q: 3 clusters Score -2824643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2824656.750000 Penalty: 4774.636719
	Iteration 23Q: 3 clusters Score -2824657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2824661.750000 Penalty: 4774.636719
	Iteration 24Q: 3 clusters Score -2824662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2824662.000000 Penalty: 4774.636719
	Iteration 25Q: 3 clusters Score -2824662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2824663.000000 Penalty: 4774.636719
	Iteration 26Q: 3 clusters Score -2824663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2824668.000000 Penalty: 4774.636719
	Iteration 27Q: 3 clusters Score -2824668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2824668.750000 Penalty: 4774.636719
	Iteration 28Q: 3 clusters Score -2824669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2824668.750000 Penalty: 4774.636719
	Iteration 29F: 3 clusters Score -2824669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -444714.250000 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -444714.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -441713.312500 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -441713.3 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -442299.812500 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -442299.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -442423.000000 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -442423 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -442491.937500 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -442491.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -442550.031250 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -442550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -442591.687500 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -442591.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -442626.781250 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -442626.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -442648.812500 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -442648.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -442671.406250 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -442671.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -442703.312500 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -442703.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -442732.562500 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -442732.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -442755.093750 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -442755.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -442778.218750 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -442778.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -442813.093750 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -442813.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -442852.343750 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -442852.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -442894.437500 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -442894.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -442953.468750 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -442953.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -443008.406250 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -443008.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -443057.406250 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -443057.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -443094.906250 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -443094.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -443118.343750 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -443118.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -443136.125000 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -443136.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -443151.968750 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -443152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -443163.125000 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -443163.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -443174.437500 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -443174.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -443180.656250 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -443180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -443182.906250 Penalty: 3891.132080
	Iteration 26Q: 3 clusters Score -443182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -443184.250000 Penalty: 3891.132080
	Iteration 27Q: 3 clusters Score -443184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -443183.718750 Penalty: 3891.132080
	Iteration 28Q: 3 clusters Score -443183.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -443183.718750 Penalty: 3891.132080
	Iteration 29F: 3 clusters Score -443183.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Entering Unmasked Estep 
Score: -5793447.000000 Penalty: 2568.255371
	Iteration 0F: 2 clusters Score -5793447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -5771782.500000 Penalty: 5136.510742
	Iteration 0F: 3 clusters Score -5771782 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -5779477.500000 Penalty: 5136.510742
	Iteration 1F: 3 clusters Score -5779478 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5779875.500000 Penalty: 5136.510742
	Iteration 2Q: 3 clusters Score -5779876 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -5780192.000000 Penalty: 5136.510742
	Iteration 3Q: 3 clusters Score -5780192 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -5780465.500000 Penalty: 5136.510742
	Iteration 4Q: 3 clusters Score -5780466 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5780721 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5780910 nChanged 894
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5781174 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5781524 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5781961 nChanged 1276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5782590 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5783560 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -5784964 nChanged 1882
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -5786543 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
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	Iteration 14F: 3 clusters Score -5787787 nChanged 1248
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5788570 nChanged 839
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5789039 nChanged 614
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5789386 nChanged 575
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5789726 nChanged 523
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5790054 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5790358 nChanged 408
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Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5790572 nChanged 384
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5790722 nChanged 330
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5790850 nChanged 296
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5790951 nChanged 250
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5791036 nChanged 197
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Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5791074 nChanged 191
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Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5791141 nChanged 163
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Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5791202 nChanged 152
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Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5791244 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5791274 nChanged 122
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Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5791292 nChanged 108
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Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5791328 nChanged 102
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Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5791351 nChanged 80
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Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5791366 nChanged 83
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Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5791390 nChanged 91
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Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5791393 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5791428 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5791433 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5791436 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5791460 nChanged 49
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Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5791462 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5791472 nChanged 55
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Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5791489 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5791482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5791496 nChanged 46
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Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5791512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5791521 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5791539 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5791544 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5791547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5791543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5791541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5791562 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5791558 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5791558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5791566 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5791568 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3728 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5791560 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5791562 nChanged 7
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Mstep: Class 1 contains 3712 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5791560 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5791562 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5791562 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5791571 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5791579 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5791574 nChanged 5
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Mstep: Class 1 contains 3670 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5791572 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3666 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5791574 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5791566 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5791570 nChanged 3
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Mstep: Class 1 contains 3652 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5791568 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3651 members 
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	Iteration 71Q: 3 clusters Score -5791570 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3645 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5791569 nChanged 5
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Mstep: Class 1 contains 3640 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5791567 nChanged 7
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Mstep: Class 1 contains 3633 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5791567 nChanged 8
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Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5791566 nChanged 10
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Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5791563 nChanged 7
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Mstep: Class 1 contains 3608 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5791558 nChanged 3
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Mstep: Class 1 contains 3605 members 
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	Iteration 78Q: 3 clusters Score -5791558 nChanged 6
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Mstep: Class 1 contains 3599 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5791556 nChanged 3
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Mstep: Class 1 contains 3596 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5791558 nChanged 6
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5791563 nChanged 4
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Mstep: Class 1 contains 3586 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5791562 nChanged 3
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Mstep: Class 1 contains 3583 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5791563 nChanged 7
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Mstep: Class 1 contains 3576 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5791559 nChanged 2
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Mstep: Class 1 contains 3574 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5791562 nChanged 3
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Mstep: Class 1 contains 3571 members 
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	Iteration 86Q: 3 clusters Score -5791564 nChanged 2
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Mstep: Class 1 contains 3569 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5791561 nChanged 2
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5791557 nChanged 3
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Mstep: Class 1 contains 3564 members 
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	Iteration 89Q: 3 clusters Score -5791559 nChanged 6
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5791558 nChanged 9
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	Iteration 91Q: 3 clusters Score -5791562 nChanged 6
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5791556 nChanged 7
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5791552 nChanged 8
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	Iteration 94Q: 3 clusters Score -5791553 nChanged 13
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5791555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -5791568.000000 Penalty: 5136.510742
	Iteration 96Q: 3 clusters Score -5791568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -5791569.000000 Penalty: 5136.510742
	Iteration 97Q: 3 clusters Score -5791569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -5791577.000000 Penalty: 5136.510742
	Iteration 98Q: 3 clusters Score -5791577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -5791562.500000 Penalty: 5136.510742
	Iteration 99Q: 3 clusters Score -5791562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -5791564.500000 Penalty: 5136.510742
	Iteration 100F: 3 clusters Score -5791564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -5791568.500000 Penalty: 5136.510742
	Iteration 101Q: 3 clusters Score -5791568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -5791573.500000 Penalty: 5136.510742
	Iteration 102Q: 3 clusters Score -5791574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -5791565.500000 Penalty: 5136.510742
	Iteration 103Q: 3 clusters Score -5791566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -5791576.000000 Penalty: 5136.510742
	Iteration 104Q: 3 clusters Score -5791576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -5791582.500000 Penalty: 5136.510742
	Iteration 105Q: 3 clusters Score -5791582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -5791588.000000 Penalty: 5136.510742
	Iteration 106Q: 3 clusters Score -5791588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -5791578.000000 Penalty: 5136.510742
	Iteration 107Q: 3 clusters Score -5791578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -5791580.500000 Penalty: 5136.510742
	Iteration 108Q: 3 clusters Score -5791580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -5791591.000000 Penalty: 5136.510742
	Iteration 109Q: 3 clusters Score -5791591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -5791591.500000 Penalty: 5136.510742
	Iteration 110Q: 3 clusters Score -5791592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -5791594.000000 Penalty: 5136.510742
	Iteration 111Q: 3 clusters Score -5791594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -5791590.000000 Penalty: 5136.510742
	Iteration 112Q: 3 clusters Score -5791590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -5791597.000000 Penalty: 5136.510742
	Iteration 113Q: 3 clusters Score -5791597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5791589.500000 Penalty: 5136.510742
	Iteration 114Q: 3 clusters Score -5791590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -5791591.500000 Penalty: 5136.510742
	Iteration 115Q: 3 clusters Score -5791592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -5791589.500000 Penalty: 5136.510742
	Iteration 116Q: 3 clusters Score -5791590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -5791591.500000 Penalty: 5136.510742
	Iteration 117Q: 3 clusters Score -5791592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -5791591.500000 Penalty: 5136.510742
	Iteration 118F: 3 clusters Score -5791592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -78287.218750 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -78287.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76863.023438 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -76863.02 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -77149.664062 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -77149.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77330.906250 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -77330.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -77476.242188 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -77476.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -77517.835938 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -77517.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -77555.476562 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -77555.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -77561.882812 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -77561.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -77570.703125 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -77570.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -77573.625000 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -77573.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -77575.945312 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -77575.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -77575.945312 Penalty: 3057.004150
	Iteration 10F: 3 clusters Score -77575.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -232057.671875 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -232057.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -229937.984375 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -229938 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -230585.171875 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -230585.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -230868.156250 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -230868.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -230971.718750 Penalty: 3569.184814
	Iteration 3F: 3 clusters Score -230971.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -231030.281250 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -231030.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -231065.906250 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -231065.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -231090.968750 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -231091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -231117.750000 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -231117.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -231137.968750 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -231138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -231152.515625 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -231152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -231160.734375 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -231160.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -231168.390625 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -231168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -231172.953125 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -231173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -231175.625000 Penalty: 3569.184814
	Iteration 13Q: 3 clusters Score -231175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -231175.625000 Penalty: 3569.184814
	Iteration 14F: 3 clusters Score -231175.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Entering Unmasked Estep 
Score: -9286475.000000 Penalty: 2681.587891
	Iteration 0F: 2 clusters Score -9286475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -9254682.000000 Penalty: 5363.175781
	Iteration 0F: 3 clusters Score -9254682 nChanged 22898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -9267481.000000 Penalty: 5363.175781
	Iteration 1F: 3 clusters Score -9267481 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -9268195.000000 Penalty: 5363.175781
	Iteration 2Q: 3 clusters Score -9268195 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -9269037.000000 Penalty: 5363.175781
	Iteration 3Q: 3 clusters Score -9269037 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -9270293.000000 Penalty: 5363.175781
	Iteration 4F: 3 clusters Score -9270293 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -9272200.000000 Penalty: 5363.175781
	Iteration 5F: 3 clusters Score -9272200 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -9274860.000000 Penalty: 5363.175781
	Iteration 6F: 3 clusters Score -9274860 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -9278196.000000 Penalty: 5363.175781
	Iteration 7F: 3 clusters Score -9278196 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -9281326.000000 Penalty: 5363.175781
	Iteration 8F: 3 clusters Score -9281326 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9282956.000000 Penalty: 5363.175781
	Iteration 9Q: 3 clusters Score -9282956 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9283656.000000 Penalty: 5363.175781
	Iteration 10Q: 3 clusters Score -9283656 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9283900.000000 Penalty: 5363.175781
	Iteration 11Q: 3 clusters Score -9283900 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9284026.000000 Penalty: 5363.175781
	Iteration 12Q: 3 clusters Score -9284026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9284096.000000 Penalty: 5363.175781
	Iteration 13Q: 3 clusters Score -9284096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9284152.000000 Penalty: 5363.175781
	Iteration 14Q: 3 clusters Score -9284152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9284178.000000 Penalty: 5363.175781
	Iteration 15Q: 3 clusters Score -9284178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9284204.000000 Penalty: 5363.175781
	Iteration 16Q: 3 clusters Score -9284204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9284203.000000 Penalty: 5363.175781
	Iteration 17Q: 3 clusters Score -9284203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9284216.000000 Penalty: 5363.175781
	Iteration 18Q: 3 clusters Score -9284216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9284231.000000 Penalty: 5363.175781
	Iteration 19Q: 3 clusters Score -9284231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9284234.000000 Penalty: 5363.175781
	Iteration 20F: 3 clusters Score -9284234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9284233.000000 Penalty: 5363.175781
	Iteration 21Q: 3 clusters Score -9284233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9284237.000000 Penalty: 5363.175781
	Iteration 22Q: 3 clusters Score -9284237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9284237.000000 Penalty: 5363.175781
	Iteration 23F: 3 clusters Score -9284237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Entering Unmasked Estep 
Score: -9298467.000000 Penalty: 2681.667725
	Iteration 0F: 2 clusters Score -9298467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -9266843.000000 Penalty: 5363.335449
	Iteration 0F: 3 clusters Score -9266843 nChanged 23007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -9279459.000000 Penalty: 5363.335449
	Iteration 1F: 3 clusters Score -9279459 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -9279899.000000 Penalty: 5363.335449
	Iteration 2Q: 3 clusters Score -9279899 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -9280313.000000 Penalty: 5363.335449
	Iteration 3Q: 3 clusters Score -9280313 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -9280705.000000 Penalty: 5363.335449
	Iteration 4Q: 3 clusters Score -9280705 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -9281192.000000 Penalty: 5363.335449
	Iteration 5Q: 3 clusters Score -9281192 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -9281803.000000 Penalty: 5363.335449
	Iteration 6Q: 3 clusters Score -9281803 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -9282537.000000 Penalty: 5363.335449
	Iteration 7Q: 3 clusters Score -9282537 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -9283754.000000 Penalty: 5363.335449
	Iteration 8Q: 3 clusters Score -9283754 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -9285648.000000 Penalty: 5363.335449
	Iteration 9F: 3 clusters Score -9285648 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -9288345.000000 Penalty: 5363.335449
	Iteration 10F: 3 clusters Score -9288345 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -9291240.000000 Penalty: 5363.335449
	Iteration 11F: 3 clusters Score -9291240 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -9294089.000000 Penalty: 5363.335449
	Iteration 12F: 3 clusters Score -9294089 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9295424.000000 Penalty: 5363.335449
	Iteration 13Q: 3 clusters Score -9295424 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9295871.000000 Penalty: 5363.335449
	Iteration 14Q: 3 clusters Score -9295871 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9296036.000000 Penalty: 5363.335449
	Iteration 15Q: 3 clusters Score -9296036 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9296140.000000 Penalty: 5363.335449
	Iteration 16Q: 3 clusters Score -9296140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9296159.000000 Penalty: 5363.335449
	Iteration 17Q: 3 clusters Score -9296159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9296198.000000 Penalty: 5363.335449
	Iteration 18Q: 3 clusters Score -9296198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9296208.000000 Penalty: 5363.335449
	Iteration 19Q: 3 clusters Score -9296208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9296218.000000 Penalty: 5363.335449
	Iteration 20F: 3 clusters Score -9296218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9296233.000000 Penalty: 5363.335449
	Iteration 21Q: 3 clusters Score -9296233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9296236.000000 Penalty: 5363.335449
	Iteration 22Q: 3 clusters Score -9296236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9296246.000000 Penalty: 5363.335449
	Iteration 23Q: 3 clusters Score -9296246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9296256.000000 Penalty: 5363.335449
	Iteration 24Q: 3 clusters Score -9296256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9296260.000000 Penalty: 5363.335449
	Iteration 25Q: 3 clusters Score -9296260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9296264.000000 Penalty: 5363.335449
	Iteration 26Q: 3 clusters Score -9296264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9296273.000000 Penalty: 5363.335449
	Iteration 27Q: 3 clusters Score -9296273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9296273.000000 Penalty: 5363.335449
	Iteration 28F: 3 clusters Score -9296273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (50310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Entering Unmasked Estep 
Score: -9420172.000000 Penalty: 2684.837891
	Iteration 0F: 2 clusters Score -9420172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -9388264.000000 Penalty: 5369.675781
	Iteration 0F: 3 clusters Score -9388264 nChanged 23406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -9401421.000000 Penalty: 5369.675781
	Iteration 1F: 3 clusters Score -9401421 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -9402291.000000 Penalty: 5369.675781
	Iteration 2Q: 3 clusters Score -9402291 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -9403288.000000 Penalty: 5369.675781
	Iteration 3Q: 3 clusters Score -9403288 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -9404682.000000 Penalty: 5369.675781
	Iteration 4F: 3 clusters Score -9404682 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -9406715.000000 Penalty: 5369.675781
	Iteration 5F: 3 clusters Score -9406715 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -9409513.000000 Penalty: 5369.675781
	Iteration 6F: 3 clusters Score -9409513 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -9412477.000000 Penalty: 5369.675781
	Iteration 7F: 3 clusters Score -9412477 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -9414361.000000 Penalty: 5369.675781
	Iteration 8F: 3 clusters Score -9414361 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -9415672.000000 Penalty: 5369.675781
	Iteration 9Q: 3 clusters Score -9415672 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -9416850.000000 Penalty: 5369.675781
	Iteration 10Q: 3 clusters Score -9416850 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -9417615.000000 Penalty: 5369.675781
	Iteration 11Q: 3 clusters Score -9417615 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -9418036.000000 Penalty: 5369.675781
	Iteration 12Q: 3 clusters Score -9418036 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -9418346.000000 Penalty: 5369.675781
	Iteration 13Q: 3 clusters Score -9418346 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -9418492.000000 Penalty: 5369.675781
	Iteration 14Q: 3 clusters Score -9418492 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -9418651.000000 Penalty: 5369.675781
	Iteration 15Q: 3 clusters Score -9418651 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -9418717.000000 Penalty: 5369.675781
	Iteration 16Q: 3 clusters Score -9418717 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -9418783.000000 Penalty: 5369.675781
	Iteration 17Q: 3 clusters Score -9418783 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -9418787.000000 Penalty: 5369.675781
	Iteration 18Q: 3 clusters Score -9418787 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -9418757.000000 Penalty: 5369.675781
	Iteration 19Q: 3 clusters Score -9418757 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -9418800.000000 Penalty: 5369.675781
	Iteration 20F: 3 clusters Score -9418800 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -9418825.000000 Penalty: 5369.675781
	Iteration 21Q: 3 clusters Score -9418825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -9418809.000000 Penalty: 5369.675781
	Iteration 22Q: 3 clusters Score -9418809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -9418833.000000 Penalty: 5369.675781
	Iteration 23Q: 3 clusters Score -9418833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -9418836.000000 Penalty: 5369.675781
	Iteration 24Q: 3 clusters Score -9418836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -9418834.000000 Penalty: 5369.675781
	Iteration 25Q: 3 clusters Score -9418834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -9418823.000000 Penalty: 5369.675781
	Iteration 26Q: 3 clusters Score -9418823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -9418844.000000 Penalty: 5369.675781
	Iteration 27Q: 3 clusters Score -9418844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -9418850.000000 Penalty: 5369.675781
	Iteration 28Q: 3 clusters Score -9418850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -9418842.000000 Penalty: 5369.675781
	Iteration 29Q: 3 clusters Score -9418842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -9418879.000000 Penalty: 5369.675781
	Iteration 30Q: 3 clusters Score -9418879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -9418878.000000 Penalty: 5369.675781
	Iteration 31Q: 3 clusters Score -9418878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -9418874.000000 Penalty: 5369.675781
	Iteration 32Q: 3 clusters Score -9418874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -9418876.000000 Penalty: 5369.675781
	Iteration 33Q: 3 clusters Score -9418876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -9418867.000000 Penalty: 5369.675781
	Iteration 34Q: 3 clusters Score -9418867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -9418857.000000 Penalty: 5369.675781
	Iteration 35Q: 3 clusters Score -9418857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -9418867.000000 Penalty: 5369.675781
	Iteration 36Q: 3 clusters Score -9418867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -9418865.000000 Penalty: 5369.675781
	Iteration 37Q: 3 clusters Score -9418865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -9418859.000000 Penalty: 5369.675781
	Iteration 38Q: 3 clusters Score -9418859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -9418859.000000 Penalty: 5369.675781
	Iteration 39F: 3 clusters Score -9418859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (52734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Entering Unmasked Estep 
Score: -9873562.000000 Penalty: 2696.507812
	Iteration 0F: 2 clusters Score -9873562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -9841565.000000 Penalty: 5393.015625
	Iteration 0F: 3 clusters Score -9841565 nChanged 24536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -9855678.000000 Penalty: 5393.015625
	Iteration 1F: 3 clusters Score -9855678 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -9856948.000000 Penalty: 5393.015625
	Iteration 2F: 3 clusters Score -9856948 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -9858708.000000 Penalty: 5393.015625
	Iteration 3F: 3 clusters Score -9858708 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -9861059.000000 Penalty: 5393.015625
	Iteration 4F: 3 clusters Score -9861059 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -9863983.000000 Penalty: 5393.015625
	Iteration 5F: 3 clusters Score -9863983 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -9867068.000000 Penalty: 5393.015625
	Iteration 6F: 3 clusters Score -9867068 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -9869204.000000 Penalty: 5393.015625
	Iteration 7Q: 3 clusters Score -9869204 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -9870259.000000 Penalty: 5393.015625
	Iteration 8Q: 3 clusters Score -9870259 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -9870826.000000 Penalty: 5393.015625
	Iteration 9Q: 3 clusters Score -9870826 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -9871178.000000 Penalty: 5393.015625
	Iteration 10Q: 3 clusters Score -9871178 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -9871406.000000 Penalty: 5393.015625
	Iteration 11Q: 3 clusters Score -9871406 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -9871616.000000 Penalty: 5393.015625
	Iteration 12Q: 3 clusters Score -9871616 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -9871847.000000 Penalty: 5393.015625
	Iteration 13Q: 3 clusters Score -9871847 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -9872031.000000 Penalty: 5393.015625
	Iteration 14Q: 3 clusters Score -9872031 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -9872210.000000 Penalty: 5393.015625
	Iteration 15Q: 3 clusters Score -9872210 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -9872360.000000 Penalty: 5393.015625
	Iteration 16Q: 3 clusters Score -9872360 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -9872550.000000 Penalty: 5393.015625
	Iteration 17Q: 3 clusters Score -9872550 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -9872635.000000 Penalty: 5393.015625
	Iteration 18Q: 3 clusters Score -9872635 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -9872722.000000 Penalty: 5393.015625
	Iteration 19Q: 3 clusters Score -9872722 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -9872838.000000 Penalty: 5393.015625
	Iteration 20F: 3 clusters Score -9872838 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -9872930.000000 Penalty: 5393.015625
	Iteration 21Q: 3 clusters Score -9872930 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -9873049.000000 Penalty: 5393.015625
	Iteration 22Q: 3 clusters Score -9873049 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -9873205.000000 Penalty: 5393.015625
	Iteration 23Q: 3 clusters Score -9873205 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -9873226.000000 Penalty: 5393.015625
	Iteration 24Q: 3 clusters Score -9873226 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -9873293.000000 Penalty: 5393.015625
	Iteration 25Q: 3 clusters Score -9873293 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -9873314.000000 Penalty: 5393.015625
	Iteration 26Q: 3 clusters Score -9873314 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -9873348.000000 Penalty: 5393.015625
	Iteration 27Q: 3 clusters Score -9873348 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -9873333.000000 Penalty: 5393.015625
	Iteration 28Q: 3 clusters Score -9873333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -9873321.000000 Penalty: 5393.015625
	Iteration 29Q: 3 clusters Score -9873321 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -9873341.000000 Penalty: 5393.015625
	Iteration 30Q: 3 clusters Score -9873341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -9873351.000000 Penalty: 5393.015625
	Iteration 31Q: 3 clusters Score -9873351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -9873335.000000 Penalty: 5393.015625
	Iteration 32Q: 3 clusters Score -9873335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -9873316.000000 Penalty: 5393.015625
	Iteration 33Q: 3 clusters Score -9873316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -9873311.000000 Penalty: 5393.015625
	Iteration 34Q: 3 clusters Score -9873311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -9873311.000000 Penalty: 5393.015625
	Iteration 35Q: 3 clusters Score -9873311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -9873295.000000 Penalty: 5393.015625
	Iteration 36Q: 3 clusters Score -9873295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -9873312.000000 Penalty: 5393.015625
	Iteration 37Q: 3 clusters Score -9873312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -9873306.000000 Penalty: 5393.015625
	Iteration 38Q: 3 clusters Score -9873306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -9873310.000000 Penalty: 5393.015625
	Iteration 39Q: 3 clusters Score -9873310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -9873316.000000 Penalty: 5393.015625
	Iteration 40F: 3 clusters Score -9873316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -9873296.000000 Penalty: 5393.015625
	Iteration 41Q: 3 clusters Score -9873296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -9873298.000000 Penalty: 5393.015625
	Iteration 42Q: 3 clusters Score -9873298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -9873297.000000 Penalty: 5393.015625
	Iteration 43Q: 3 clusters Score -9873297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -9873298.000000 Penalty: 5393.015625
	Iteration 44Q: 3 clusters Score -9873298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -9873291.000000 Penalty: 5393.015625
	Iteration 45Q: 3 clusters Score -9873291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -9873296.000000 Penalty: 5393.015625
	Iteration 46Q: 3 clusters Score -9873296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -9873307.000000 Penalty: 5393.015625
	Iteration 47Q: 3 clusters Score -9873307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -9873302.000000 Penalty: 5393.015625
	Iteration 48Q: 3 clusters Score -9873302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -9873312.000000 Penalty: 5393.015625
	Iteration 49Q: 3 clusters Score -9873312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -9873310.000000 Penalty: 5393.015625
	Iteration 50Q: 3 clusters Score -9873310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -9873295.000000 Penalty: 5393.015625
	Iteration 51Q: 3 clusters Score -9873295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -9873324.000000 Penalty: 5393.015625
	Iteration 52Q: 3 clusters Score -9873324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -9873323.000000 Penalty: 5393.015625
	Iteration 53Q: 3 clusters Score -9873323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -9873333.000000 Penalty: 5393.015625
	Iteration 54Q: 3 clusters Score -9873333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -9873328.000000 Penalty: 5393.015625
	Iteration 55Q: 3 clusters Score -9873328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -9873331.000000 Penalty: 5393.015625
	Iteration 56Q: 3 clusters Score -9873331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -9873329.000000 Penalty: 5393.015625
	Iteration 57Q: 3 clusters Score -9873329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -9873323.000000 Penalty: 5393.015625
	Iteration 58Q: 3 clusters Score -9873323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -9873328.000000 Penalty: 5393.015625
	Iteration 59Q: 3 clusters Score -9873328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -9873326.000000 Penalty: 5393.015625
	Iteration 60F: 3 clusters Score -9873326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -9873327.000000 Penalty: 5393.015625
	Iteration 61Q: 3 clusters Score -9873327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -9873325.000000 Penalty: 5393.015625
	Iteration 62Q: 3 clusters Score -9873325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -9873326.000000 Penalty: 5393.015625
	Iteration 63Q: 3 clusters Score -9873326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -9873327.000000 Penalty: 5393.015625
	Iteration 64Q: 3 clusters Score -9873327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -9873317.000000 Penalty: 5393.015625
	Iteration 65Q: 3 clusters Score -9873317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -9873305.000000 Penalty: 5393.015625
	Iteration 66Q: 3 clusters Score -9873305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -9873310.000000 Penalty: 5393.015625
	Iteration 67Q: 3 clusters Score -9873310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -9873312.000000 Penalty: 5393.015625
	Iteration 68Q: 3 clusters Score -9873312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -9873310.000000 Penalty: 5393.015625
	Iteration 69Q: 3 clusters Score -9873310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -9873304.000000 Penalty: 5393.015625
	Iteration 70Q: 3 clusters Score -9873304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -9873321.000000 Penalty: 5393.015625
	Iteration 71Q: 3 clusters Score -9873321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -9873321.000000 Penalty: 5393.015625
	Iteration 72F: 3 clusters Score -9873321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28731 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33693 members 
Mstep: Class 5 contains 44516 members 
Mstep: Class 6 contains 40709 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 46175 members 
Mstep: Class 9 contains 4284 members 
Mstep: Class 10 contains 49682 members 
Mstep: Class 11 contains 43932 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44776 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15158 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 31441 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 49655 members 
Mstep: Class 23 contains 49671 members 
Mstep: Class 24 contains 50310 members 
Mstep: Class 25 contains 52734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189424.000000 Penalty: 82516.046875
Iteration 359Q: 26 clusters Score -1.101894e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28728 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33766 members 
Mstep: Class 5 contains 44477 members 
Mstep: Class 6 contains 40614 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 46176 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 49637 members 
Mstep: Class 11 contains 44000 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44780 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15136 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 31382 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49611 members 
Mstep: Class 23 contains 49680 members 
Mstep: Class 24 contains 50446 members 
Mstep: Class 25 contains 52745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189504.000000 Penalty: 82516.046875
Iteration 360F: 26 clusters Score -1.101895e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28733 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33832 members 
Mstep: Class 5 contains 44430 members 
Mstep: Class 6 contains 40533 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 46157 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 49605 members 
Mstep: Class 11 contains 44054 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44755 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15103 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 31304 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 49560 members 
Mstep: Class 23 contains 49620 members 
Mstep: Class 24 contains 50630 members 
Mstep: Class 25 contains 52850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189552.000000 Penalty: 82516.046875
Iteration 361Q: 26 clusters Score -1.101896e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28728 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33916 members 
Mstep: Class 5 contains 44372 members 
Mstep: Class 6 contains 40468 members 
Mstep: Class 7 contains 6175 members 
Mstep: Class 8 contains 46120 members 
Mstep: Class 9 contains 4275 members 
Mstep: Class 10 contains 49586 members 
Mstep: Class 11 contains 44099 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44782 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15058 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 31250 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49561 members 
Mstep: Class 23 contains 49586 members 
Mstep: Class 24 contains 50723 members 
Mstep: Class 25 contains 52908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189552.000000 Penalty: 82516.046875
Iteration 362Q: 26 clusters Score -1.101896e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28725 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 33989 members 
Mstep: Class 5 contains 44338 members 
Mstep: Class 6 contains 40398 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 46112 members 
Mstep: Class 9 contains 4268 members 
Mstep: Class 10 contains 49495 members 
Mstep: Class 11 contains 44144 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44822 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 31194 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49522 members 
Mstep: Class 23 contains 49625 members 
Mstep: Class 24 contains 50820 members 
Mstep: Class 25 contains 52954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189576.000000 Penalty: 82516.046875
Iteration 363Q: 26 clusters Score -1.101896e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28721 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34062 members 
Mstep: Class 5 contains 44308 members 
Mstep: Class 6 contains 40325 members 
Mstep: Class 7 contains 6208 members 
Mstep: Class 8 contains 46119 members 
Mstep: Class 9 contains 4258 members 
Mstep: Class 10 contains 49409 members 
Mstep: Class 11 contains 44171 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44906 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14947 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 31147 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49507 members 
Mstep: Class 23 contains 49577 members 
Mstep: Class 24 contains 50884 members 
Mstep: Class 25 contains 53059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189368.000000 Penalty: 82516.046875
Iteration 364Q: 26 clusters Score -1.101894e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28716 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34127 members 
Mstep: Class 5 contains 44259 members 
Mstep: Class 6 contains 40250 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 46151 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 49315 members 
Mstep: Class 11 contains 44202 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 44980 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14924 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 31087 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49538 members 
Mstep: Class 23 contains 49505 members 
Mstep: Class 24 contains 50970 members 
Mstep: Class 25 contains 53123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189288.000000 Penalty: 82516.046875
Iteration 365Q: 26 clusters Score -1.101893e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28712 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34193 members 
Mstep: Class 5 contains 44204 members 
Mstep: Class 6 contains 40161 members 
Mstep: Class 7 contains 6240 members 
Mstep: Class 8 contains 46143 members 
Mstep: Class 9 contains 4230 members 
Mstep: Class 10 contains 49245 members 
Mstep: Class 11 contains 44245 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45072 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14902 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 31022 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49594 members 
Mstep: Class 23 contains 49469 members 
Mstep: Class 24 contains 51024 members 
Mstep: Class 25 contains 53149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189288.000000 Penalty: 82516.046875
Iteration 366Q: 26 clusters Score -1.101893e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34242 members 
Mstep: Class 5 contains 44160 members 
Mstep: Class 6 contains 40068 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 46173 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 10 contains 49229 members 
Mstep: Class 11 contains 44269 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45201 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14868 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 30964 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49663 members 
Mstep: Class 23 contains 49426 members 
Mstep: Class 24 contains 51016 members 
Mstep: Class 25 contains 53151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189376.000000 Penalty: 82516.046875
Iteration 367Q: 26 clusters Score -1.101894e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28705 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34265 members 
Mstep: Class 5 contains 44115 members 
Mstep: Class 6 contains 39975 members 
Mstep: Class 7 contains 6280 members 
Mstep: Class 8 contains 46204 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 49188 members 
Mstep: Class 11 contains 44270 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45324 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 30917 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 49766 members 
Mstep: Class 23 contains 49416 members 
Mstep: Class 24 contains 50975 members 
Mstep: Class 25 contains 53188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189072.000000 Penalty: 82516.046875
Iteration 368Q: 26 clusters Score -1.101891e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28705 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34306 members 
Mstep: Class 5 contains 44052 members 
Mstep: Class 6 contains 39884 members 
Mstep: Class 7 contains 6295 members 
Mstep: Class 8 contains 46264 members 
Mstep: Class 9 contains 4204 members 
Mstep: Class 10 contains 49142 members 
Mstep: Class 11 contains 44240 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45500 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 30893 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 49900 members 
Mstep: Class 23 contains 49434 members 
Mstep: Class 24 contains 50766 members 
Mstep: Class 25 contains 53262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189304.000000 Penalty: 82516.046875
Iteration 369Q: 26 clusters Score -1.101893e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28699 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34346 members 
Mstep: Class 5 contains 44015 members 
Mstep: Class 6 contains 39800 members 
Mstep: Class 7 contains 6307 members 
Mstep: Class 8 contains 46296 members 
Mstep: Class 9 contains 4205 members 
Mstep: Class 10 contains 49118 members 
Mstep: Class 11 contains 44216 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45677 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2968 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14739 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 30855 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 50018 members 
Mstep: Class 23 contains 49476 members 
Mstep: Class 24 contains 50549 members 
Mstep: Class 25 contains 53331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189264.000000 Penalty: 82516.046875
Iteration 370Q: 26 clusters Score -1.101893e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28698 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34381 members 
Mstep: Class 5 contains 43967 members 
Mstep: Class 6 contains 39731 members 
Mstep: Class 7 contains 6320 members 
Mstep: Class 8 contains 46296 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 10 contains 49173 members 
Mstep: Class 11 contains 44183 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 45886 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14711 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 30806 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 50111 members 
Mstep: Class 23 contains 49487 members 
Mstep: Class 24 contains 50372 members 
Mstep: Class 25 contains 53324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189248.000000 Penalty: 82516.046875
Iteration 371Q: 26 clusters Score -1.101892e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28701 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34386 members 
Mstep: Class 5 contains 43917 members 
Mstep: Class 6 contains 39653 members 
Mstep: Class 7 contains 6328 members 
Mstep: Class 8 contains 46303 members 
Mstep: Class 9 contains 4204 members 
Mstep: Class 10 contains 49216 members 
Mstep: Class 11 contains 44178 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 46135 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14711 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 30731 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 50147 members 
Mstep: Class 23 contains 49626 members 
Mstep: Class 24 contains 50217 members 
Mstep: Class 25 contains 53201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189016.000000 Penalty: 82516.046875
Iteration 372Q: 26 clusters Score -1.10189e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28698 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34413 members 
Mstep: Class 5 contains 43871 members 
Mstep: Class 6 contains 39566 members 
Mstep: Class 7 contains 6335 members 
Mstep: Class 8 contains 46352 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 10 contains 49210 members 
Mstep: Class 11 contains 44176 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 46468 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14688 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 30680 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 50084 members 
Mstep: Class 23 contains 49679 members 
Mstep: Class 24 contains 50177 members 
Mstep: Class 25 contains 53055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189560.000000 Penalty: 82516.046875
Iteration 373Q: 26 clusters Score -1.101896e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28705 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34419 members 
Mstep: Class 5 contains 43838 members 
Mstep: Class 6 contains 39485 members 
Mstep: Class 7 contains 6344 members 
Mstep: Class 8 contains 46397 members 
Mstep: Class 9 contains 4197 members 
Mstep: Class 10 contains 49223 members 
Mstep: Class 11 contains 44150 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 46848 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14649 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 30643 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49857 members 
Mstep: Class 23 contains 49748 members 
Mstep: Class 24 contains 50159 members 
Mstep: Class 25 contains 52971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189304.000000 Penalty: 82516.046875
Iteration 374Q: 26 clusters Score -1.101893e+08 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28709 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34435 members 
Mstep: Class 5 contains 43798 members 
Mstep: Class 6 contains 39393 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 46446 members 
Mstep: Class 9 contains 4197 members 
Mstep: Class 10 contains 49235 members 
Mstep: Class 11 contains 44111 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 47311 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14623 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 30597 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49509 members 
Mstep: Class 23 contains 49839 members 
Mstep: Class 24 contains 50074 members 
Mstep: Class 25 contains 52973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189720.000000 Penalty: 82516.046875
Iteration 375Q: 26 clusters Score -1.101897e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28720 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34454 members 
Mstep: Class 5 contains 43748 members 
Mstep: Class 6 contains 39286 members 
Mstep: Class 7 contains 6364 members 
Mstep: Class 8 contains 46499 members 
Mstep: Class 9 contains 4197 members 
Mstep: Class 10 contains 49271 members 
Mstep: Class 11 contains 44056 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 47857 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3070 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14627 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 30534 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49107 members 
Mstep: Class 23 contains 49937 members 
Mstep: Class 24 contains 49931 members 
Mstep: Class 25 contains 52961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189992.000000 Penalty: 82516.046875
Iteration 376Q: 26 clusters Score -1.1019e+08 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28722 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34508 members 
Mstep: Class 5 contains 43684 members 
Mstep: Class 6 contains 39150 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 46574 members 
Mstep: Class 9 contains 4202 members 
Mstep: Class 10 contains 49293 members 
Mstep: Class 11 contains 44024 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 48607 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3142 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14590 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 30482 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 48599 members 
Mstep: Class 23 contains 49997 members 
Mstep: Class 24 contains 49802 members 
Mstep: Class 25 contains 52867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190208.000000 Penalty: 82516.046875
Iteration 377Q: 26 clusters Score -1.101902e+08 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28722 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34552 members 
Mstep: Class 5 contains 43598 members 
Mstep: Class 6 contains 39030 members 
Mstep: Class 7 contains 6393 members 
Mstep: Class 8 contains 46640 members 
Mstep: Class 9 contains 4209 members 
Mstep: Class 10 contains 49356 members 
Mstep: Class 11 contains 43947 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49451 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3230 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14546 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 30426 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 48011 members 
Mstep: Class 23 contains 50049 members 
Mstep: Class 24 contains 49646 members 
Mstep: Class 25 contains 52812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190256.000000 Penalty: 82516.046875
Iteration 378Q: 26 clusters Score -1.101903e+08 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28730 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34618 members 
Mstep: Class 5 contains 43524 members 
Mstep: Class 6 contains 38918 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 46695 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 10 contains 49408 members 
Mstep: Class 11 contains 43764 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50360 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3331 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14503 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 30359 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 47320 members 
Mstep: Class 23 contains 50049 members 
Mstep: Class 24 contains 49567 members 
Mstep: Class 25 contains 52854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189952.000000 Penalty: 82516.046875
Iteration 379Q: 26 clusters Score -1.1019e+08 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28718 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34684 members 
Mstep: Class 5 contains 43481 members 
Mstep: Class 6 contains 38789 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 46732 members 
Mstep: Class 9 contains 4217 members 
Mstep: Class 10 contains 49461 members 
Mstep: Class 11 contains 43510 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 51124 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3447 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14475 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 30299 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 46757 members 
Mstep: Class 23 contains 50018 members 
Mstep: Class 24 contains 49510 members 
Mstep: Class 25 contains 52972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189688.000000 Penalty: 82516.046875
Iteration 380F: 26 clusters Score -1.101897e+08 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28712 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34765 members 
Mstep: Class 5 contains 43400 members 
Mstep: Class 6 contains 38697 members 
Mstep: Class 7 contains 6444 members 
Mstep: Class 8 contains 46734 members 
Mstep: Class 9 contains 4216 members 
Mstep: Class 10 contains 49510 members 
Mstep: Class 11 contains 43253 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 51761 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3550 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14445 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 30211 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 46323 members 
Mstep: Class 23 contains 50002 members 
Mstep: Class 24 contains 49431 members 
Mstep: Class 25 contains 53165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189344.000000 Penalty: 82516.046875
Iteration 381Q: 26 clusters Score -1.101893e+08 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34853 members 
Mstep: Class 5 contains 43318 members 
Mstep: Class 6 contains 38621 members 
Mstep: Class 7 contains 6445 members 
Mstep: Class 8 contains 46765 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 49533 members 
Mstep: Class 11 contains 43083 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 52127 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14387 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 30136 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 46116 members 
Mstep: Class 23 contains 49997 members 
Mstep: Class 24 contains 49310 members 
Mstep: Class 25 contains 53367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189008.000000 Penalty: 82516.046875
Iteration 382Q: 26 clusters Score -1.10189e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 34957 members 
Mstep: Class 5 contains 43210 members 
Mstep: Class 6 contains 38532 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 46806 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 49505 members 
Mstep: Class 11 contains 42916 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 52278 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14338 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 30053 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 46112 members 
Mstep: Class 23 contains 50008 members 
Mstep: Class 24 contains 49202 members 
Mstep: Class 25 contains 53608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188672.000000 Penalty: 82516.046875
Iteration 383Q: 26 clusters Score -1.101887e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28719 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35049 members 
Mstep: Class 5 contains 43125 members 
Mstep: Class 6 contains 38440 members 
Mstep: Class 7 contains 6465 members 
Mstep: Class 8 contains 46836 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 49464 members 
Mstep: Class 11 contains 42789 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 52244 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14279 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29985 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 46281 members 
Mstep: Class 23 contains 50098 members 
Mstep: Class 24 contains 49099 members 
Mstep: Class 25 contains 53747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188576.000000 Penalty: 82516.046875
Iteration 384Q: 26 clusters Score -1.101886e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28711 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35138 members 
Mstep: Class 5 contains 43050 members 
Mstep: Class 6 contains 38342 members 
Mstep: Class 7 contains 6485 members 
Mstep: Class 8 contains 46866 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 10 contains 49442 members 
Mstep: Class 11 contains 42706 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 52029 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3845 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14236 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29890 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 46689 members 
Mstep: Class 23 contains 50145 members 
Mstep: Class 24 contains 49021 members 
Mstep: Class 25 contains 53803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188888.000000 Penalty: 82516.046875
Iteration 385Q: 26 clusters Score -1.101889e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28704 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35204 members 
Mstep: Class 5 contains 42971 members 
Mstep: Class 6 contains 38238 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 46910 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 49446 members 
Mstep: Class 11 contains 42762 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 51820 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3878 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14196 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29805 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 47137 members 
Mstep: Class 23 contains 50163 members 
Mstep: Class 24 contains 48932 members 
Mstep: Class 25 contains 53727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189192.000000 Penalty: 82516.046875
Iteration 386Q: 26 clusters Score -1.101892e+08 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35286 members 
Mstep: Class 5 contains 42898 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 8 contains 46944 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 10 contains 49440 members 
Mstep: Class 11 contains 42912 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 51548 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14139 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29692 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 47570 members 
Mstep: Class 23 contains 50231 members 
Mstep: Class 24 contains 48952 members 
Mstep: Class 25 contains 53570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189344.000000 Penalty: 82516.046875
Iteration 387Q: 26 clusters Score -1.101893e+08 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28696 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35369 members 
Mstep: Class 5 contains 42814 members 
Mstep: Class 6 contains 37978 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 46976 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 10 contains 49407 members 
Mstep: Class 11 contains 43122 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 51227 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3887 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14107 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29608 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 47967 members 
Mstep: Class 23 contains 50297 members 
Mstep: Class 24 contains 49028 members 
Mstep: Class 25 contains 53411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189416.000000 Penalty: 82516.046875
Iteration 388Q: 26 clusters Score -1.101894e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28696 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35442 members 
Mstep: Class 5 contains 42768 members 
Mstep: Class 6 contains 37876 members 
Mstep: Class 7 contains 6523 members 
Mstep: Class 8 contains 47014 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 10 contains 49415 members 
Mstep: Class 11 contains 43321 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50937 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3856 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29517 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 48303 members 
Mstep: Class 23 contains 50324 members 
Mstep: Class 24 contains 49033 members 
Mstep: Class 25 contains 53323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189864.000000 Penalty: 82516.046875
Iteration 389Q: 26 clusters Score -1.101899e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28692 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 37793 members 
Mstep: Class 7 contains 6530 members 
Mstep: Class 8 contains 47030 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 10 contains 49451 members 
Mstep: Class 11 contains 43569 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50633 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3814 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 14014 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29418 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 48616 members 
Mstep: Class 23 contains 50331 members 
Mstep: Class 24 contains 49032 members 
Mstep: Class 25 contains 53240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189728.000000 Penalty: 82516.046875
Iteration 390Q: 26 clusters Score -1.101897e+08 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28683 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35590 members 
Mstep: Class 5 contains 42704 members 
Mstep: Class 6 contains 37705 members 
Mstep: Class 7 contains 6532 members 
Mstep: Class 8 contains 47063 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 10 contains 49448 members 
Mstep: Class 11 contains 43809 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50388 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13963 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29336 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 48852 members 
Mstep: Class 23 contains 50349 members 
Mstep: Class 24 contains 49042 members 
Mstep: Class 25 contains 53163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190008.000000 Penalty: 82516.046875
Iteration 391Q: 26 clusters Score -1.1019e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28678 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35685 members 
Mstep: Class 5 contains 42696 members 
Mstep: Class 6 contains 37624 members 
Mstep: Class 7 contains 6534 members 
Mstep: Class 8 contains 47085 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 10 contains 49455 members 
Mstep: Class 11 contains 44011 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50219 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13907 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29253 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49015 members 
Mstep: Class 23 contains 50376 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 53066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190064.000000 Penalty: 82516.046875
Iteration 392Q: 26 clusters Score -1.101901e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28676 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35768 members 
Mstep: Class 5 contains 42676 members 
Mstep: Class 6 contains 37563 members 
Mstep: Class 7 contains 6540 members 
Mstep: Class 8 contains 47096 members 
Mstep: Class 9 contains 4217 members 
Mstep: Class 10 contains 49441 members 
Mstep: Class 11 contains 44211 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50079 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13854 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29167 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 49081 members 
Mstep: Class 23 contains 50408 members 
Mstep: Class 24 contains 49122 members 
Mstep: Class 25 contains 53066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190416.000000 Penalty: 82516.046875
Iteration 393Q: 26 clusters Score -1.101904e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28668 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35887 members 
Mstep: Class 5 contains 42649 members 
Mstep: Class 6 contains 37470 members 
Mstep: Class 7 contains 6546 members 
Mstep: Class 8 contains 47119 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 49440 members 
Mstep: Class 11 contains 44382 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49981 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3609 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29089 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49186 members 
Mstep: Class 23 contains 50416 members 
Mstep: Class 24 contains 49264 members 
Mstep: Class 25 contains 52915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190568.000000 Penalty: 82516.046875
Iteration 394Q: 26 clusters Score -1.101906e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28661 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 35992 members 
Mstep: Class 5 contains 42624 members 
Mstep: Class 6 contains 37398 members 
Mstep: Class 7 contains 6551 members 
Mstep: Class 8 contains 47113 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 10 contains 49480 members 
Mstep: Class 11 contains 44524 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49871 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3539 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13724 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 29030 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49193 members 
Mstep: Class 23 contains 50419 members 
Mstep: Class 24 contains 49396 members 
Mstep: Class 25 contains 52891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190552.000000 Penalty: 82516.046875
Iteration 395Q: 26 clusters Score -1.101906e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28656 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36073 members 
Mstep: Class 5 contains 42611 members 
Mstep: Class 6 contains 37338 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 47112 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 49491 members 
Mstep: Class 11 contains 44675 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49757 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13666 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 28947 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49177 members 
Mstep: Class 23 contains 50452 members 
Mstep: Class 24 contains 49553 members 
Mstep: Class 25 contains 52870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190624.000000 Penalty: 82516.046875
Iteration 396Q: 26 clusters Score -1.101906e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28651 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36177 members 
Mstep: Class 5 contains 42599 members 
Mstep: Class 6 contains 37257 members 
Mstep: Class 7 contains 6570 members 
Mstep: Class 8 contains 47106 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 10 contains 49543 members 
Mstep: Class 11 contains 44845 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49696 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13600 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 28878 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49108 members 
Mstep: Class 23 contains 50447 members 
Mstep: Class 24 contains 49631 members 
Mstep: Class 25 contains 52888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190528.000000 Penalty: 82516.046875
Iteration 397Q: 26 clusters Score -1.101905e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28640 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36258 members 
Mstep: Class 5 contains 42589 members 
Mstep: Class 6 contains 37170 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 47122 members 
Mstep: Class 9 contains 4202 members 
Mstep: Class 10 contains 49638 members 
Mstep: Class 11 contains 45016 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49585 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13544 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 28813 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49120 members 
Mstep: Class 23 contains 50372 members 
Mstep: Class 24 contains 49679 members 
Mstep: Class 25 contains 52945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190640.000000 Penalty: 82516.046875
Iteration 398Q: 26 clusters Score -1.101906e+08 nChanged 1759
Entering ConstructFrom: 
Score: -110190640.000000 Penalty: 82516.046875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23298.146484 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -23298.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22251.861328 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -22251.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22475.457031 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -22475.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22529.042969 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -22529.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22572.277344 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -22572.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22610.343750 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -22610.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22644.636719 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -22644.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22671.238281 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -22671.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22711.886719 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -22711.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22752.568359 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -22752.57 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: -22790.630859 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -22790.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22793.841797 Penalty: 2822.418457
	Iteration 10Q: 3 clusters Score -22793.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22793.841797 Penalty: 2822.418457
	Iteration 11F: 3 clusters Score -22793.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Entering Unmasked Estep 
Score: -5170484.500000 Penalty: 2545.097412
	Iteration 0F: 2 clusters Score -5170484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -5150792.000000 Penalty: 5090.194824
	Iteration 0F: 3 clusters Score -5150792 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -5157738.500000 Penalty: 5090.194824
	Iteration 1F: 3 clusters Score -5157738 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -5158137.000000 Penalty: 5090.194824
	Iteration 2Q: 3 clusters Score -5158137 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -5158455.500000 Penalty: 5090.194824
	Iteration 3Q: 3 clusters Score -5158456 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -5158742.000000 Penalty: 5090.194824
	Iteration 4Q: 3 clusters Score -5158742 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -5158967.000000 Penalty: 5090.194824
	Iteration 5Q: 3 clusters Score -5158967 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -5159174.500000 Penalty: 5090.194824
	Iteration 6Q: 3 clusters Score -5159174 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -5159413.500000 Penalty: 5090.194824
	Iteration 7Q: 3 clusters Score -5159414 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -5159744.500000 Penalty: 5090.194824
	Iteration 8Q: 3 clusters Score -5159744 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -5160149.000000 Penalty: 5090.194824
	Iteration 9Q: 3 clusters Score -5160149 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -5160733.000000 Penalty: 5090.194824
	Iteration 10Q: 3 clusters Score -5160733 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -5161563.000000 Penalty: 5090.194824
	Iteration 11Q: 3 clusters Score -5161563 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -5162706.500000 Penalty: 5090.194824
	Iteration 12F: 3 clusters Score -5162706 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -5164038.000000 Penalty: 5090.194824
	Iteration 13F: 3 clusters Score -5164038 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -5165478.500000 Penalty: 5090.194824
	Iteration 14F: 3 clusters Score -5165478 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -5166592.500000 Penalty: 5090.194824
	Iteration 15Q: 3 clusters Score -5166592 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -5167257.500000 Penalty: 5090.194824
	Iteration 16Q: 3 clusters Score -5167258 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -5167659.000000 Penalty: 5090.194824
	Iteration 17Q: 3 clusters Score -5167659 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -5167946.500000 Penalty: 5090.194824
	Iteration 18Q: 3 clusters Score -5167946 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -5168155.500000 Penalty: 5090.194824
	Iteration 19Q: 3 clusters Score -5168156 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -5168284.500000 Penalty: 5090.194824
	Iteration 20F: 3 clusters Score -5168284 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5168362.500000 Penalty: 5090.194824
	Iteration 21Q: 3 clusters Score -5168362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -5168422.500000 Penalty: 5090.194824
	Iteration 22Q: 3 clusters Score -5168422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -5168474.500000 Penalty: 5090.194824
	Iteration 23Q: 3 clusters Score -5168474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5168509.000000 Penalty: 5090.194824
	Iteration 24Q: 3 clusters Score -5168509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -5168534.000000 Penalty: 5090.194824
	Iteration 25Q: 3 clusters Score -5168534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -5168538.500000 Penalty: 5090.194824
	Iteration 26Q: 3 clusters Score -5168538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -5168545.500000 Penalty: 5090.194824
	Iteration 27Q: 3 clusters Score -5168546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -5168554.000000 Penalty: 5090.194824
	Iteration 28Q: 3 clusters Score -5168554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -5168561.000000 Penalty: 5090.194824
	Iteration 29Q: 3 clusters Score -5168561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -5168561.000000 Penalty: 5090.194824
	Iteration 30Q: 3 clusters Score -5168561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -5168565.500000 Penalty: 5090.194824
	Iteration 31Q: 3 clusters Score -5168566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -5168575.000000 Penalty: 5090.194824
	Iteration 32Q: 3 clusters Score -5168575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -5168576.000000 Penalty: 5090.194824
	Iteration 33Q: 3 clusters Score -5168576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -5168572.500000 Penalty: 5090.194824
	Iteration 34Q: 3 clusters Score -5168572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -5168576.000000 Penalty: 5090.194824
	Iteration 35Q: 3 clusters Score -5168576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -5168580.000000 Penalty: 5090.194824
	Iteration 36Q: 3 clusters Score -5168580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -5168580.500000 Penalty: 5090.194824
	Iteration 37Q: 3 clusters Score -5168580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -5168583.000000 Penalty: 5090.194824
	Iteration 38Q: 3 clusters Score -5168583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -5168582.000000 Penalty: 5090.194824
	Iteration 39Q: 3 clusters Score -5168582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -5168583.000000 Penalty: 5090.194824
	Iteration 40F: 3 clusters Score -5168583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -5168588.000000 Penalty: 5090.194824
	Iteration 41Q: 3 clusters Score -5168588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -5168587.500000 Penalty: 5090.194824
	Iteration 42Q: 3 clusters Score -5168588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -5168587.500000 Penalty: 5090.194824
	Iteration 43Q: 3 clusters Score -5168588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -5168585.000000 Penalty: 5090.194824
	Iteration 44Q: 3 clusters Score -5168585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -5168591.000000 Penalty: 5090.194824
	Iteration 45Q: 3 clusters Score -5168591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -5168592.500000 Penalty: 5090.194824
	Iteration 46Q: 3 clusters Score -5168592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -5168592.500000 Penalty: 5090.194824
	Iteration 47F: 3 clusters Score -5168592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -52064.167969 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -52064.17 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 225 members 
Entering Unmasked Estep 
Score: -50595.140625 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -50595.14 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50928.808594 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -50928.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51064.593750 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -51064.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51171.968750 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -51171.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51252.503906 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -51252.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51291.933594 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -51291.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51331.281250 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -51331.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51358.394531 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -51358.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51381.125000 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -51381.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51396.160156 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -51396.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51410.035156 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -51410.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51433.398438 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -51433.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51441.765625 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -51441.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51447.968750 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -51447.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51452.449219 Penalty: 3064.260254
	Iteration 14Q: 3 clusters Score -51452.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51463.730469 Penalty: 3064.260254
	Iteration 15Q: 3 clusters Score -51463.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51470.312500 Penalty: 3064.260254
	Iteration 16Q: 3 clusters Score -51470.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51470.312500 Penalty: 3064.260254
	Iteration 17F: 3 clusters Score -51470.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Entering Unmasked Estep 
Score: -6742589.000000 Penalty: 2604.187744
	Iteration 0F: 2 clusters Score -6742589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -6718045.000000 Penalty: 5208.375488
	Iteration 0F: 3 clusters Score -6718045 nChanged 16508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -6727041.000000 Penalty: 5208.375488
	Iteration 1F: 3 clusters Score -6727041 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -6727668.500000 Penalty: 5208.375488
	Iteration 2Q: 3 clusters Score -6727668 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -6728689.500000 Penalty: 5208.375488
	Iteration 3Q: 3 clusters Score -6728690 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -6730294.500000 Penalty: 5208.375488
	Iteration 4F: 3 clusters Score -6730294 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -6732433.000000 Penalty: 5208.375488
	Iteration 5F: 3 clusters Score -6732433 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -6734936.500000 Penalty: 5208.375488
	Iteration 6F: 3 clusters Score -6734936 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -6737172.500000 Penalty: 5208.375488
	Iteration 7F: 3 clusters Score -6737172 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -6738748.500000 Penalty: 5208.375488
	Iteration 8F: 3 clusters Score -6738748 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -6739565.500000 Penalty: 5208.375488
	Iteration 9Q: 3 clusters Score -6739566 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -6740041.500000 Penalty: 5208.375488
	Iteration 10Q: 3 clusters Score -6740042 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -6740401.000000 Penalty: 5208.375488
	Iteration 11Q: 3 clusters Score -6740401 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -6740669.500000 Penalty: 5208.375488
	Iteration 12Q: 3 clusters Score -6740670 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -6740899.000000 Penalty: 5208.375488
	Iteration 13Q: 3 clusters Score -6740899 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -6741079.500000 Penalty: 5208.375488
	Iteration 14Q: 3 clusters Score -6741080 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -6741181.500000 Penalty: 5208.375488
	Iteration 15Q: 3 clusters Score -6741182 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -6741232.000000 Penalty: 5208.375488
	Iteration 16Q: 3 clusters Score -6741232 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -6741306.500000 Penalty: 5208.375488
	Iteration 17Q: 3 clusters Score -6741306 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -6741345.000000 Penalty: 5208.375488
	Iteration 18Q: 3 clusters Score -6741345 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -6741366.500000 Penalty: 5208.375488
	Iteration 19Q: 3 clusters Score -6741366 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -6741394.500000 Penalty: 5208.375488
	Iteration 20F: 3 clusters Score -6741394 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -6741403.500000 Penalty: 5208.375488
	Iteration 21Q: 3 clusters Score -6741404 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -6741441.000000 Penalty: 5208.375488
	Iteration 22Q: 3 clusters Score -6741441 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -6741449.000000 Penalty: 5208.375488
	Iteration 23Q: 3 clusters Score -6741449 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -6741477.000000 Penalty: 5208.375488
	Iteration 24Q: 3 clusters Score -6741477 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -6741506.500000 Penalty: 5208.375488
	Iteration 25Q: 3 clusters Score -6741506 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -6741513.000000 Penalty: 5208.375488
	Iteration 26Q: 3 clusters Score -6741513 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -6741540.500000 Penalty: 5208.375488
	Iteration 27Q: 3 clusters Score -6741540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -6741565.000000 Penalty: 5208.375488
	Iteration 28Q: 3 clusters Score -6741565 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -6741563.000000 Penalty: 5208.375488
	Iteration 29Q: 3 clusters Score -6741563 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -6741577.500000 Penalty: 5208.375488
	Iteration 30Q: 3 clusters Score -6741578 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -6741606.500000 Penalty: 5208.375488
	Iteration 31Q: 3 clusters Score -6741606 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6741601.000000 Penalty: 5208.375488
	Iteration 32Q: 3 clusters Score -6741601 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -6741607.500000 Penalty: 5208.375488
	Iteration 33Q: 3 clusters Score -6741608 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -6741618.500000 Penalty: 5208.375488
	Iteration 34Q: 3 clusters Score -6741618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -6741645.000000 Penalty: 5208.375488
	Iteration 35Q: 3 clusters Score -6741645 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -6741650.000000 Penalty: 5208.375488
	Iteration 36Q: 3 clusters Score -6741650 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -6741634.000000 Penalty: 5208.375488
	Iteration 37Q: 3 clusters Score -6741634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -6741650.000000 Penalty: 5208.375488
	Iteration 38Q: 3 clusters Score -6741650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -6741667.000000 Penalty: 5208.375488
	Iteration 39Q: 3 clusters Score -6741667 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -6741682.000000 Penalty: 5208.375488
	Iteration 40F: 3 clusters Score -6741682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -6741680.500000 Penalty: 5208.375488
	Iteration 41Q: 3 clusters Score -6741680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -6741691.500000 Penalty: 5208.375488
	Iteration 42Q: 3 clusters Score -6741692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -6741693.000000 Penalty: 5208.375488
	Iteration 43Q: 3 clusters Score -6741693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -6741694.000000 Penalty: 5208.375488
	Iteration 44Q: 3 clusters Score -6741694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -6741695.500000 Penalty: 5208.375488
	Iteration 45Q: 3 clusters Score -6741696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -6741700.500000 Penalty: 5208.375488
	Iteration 46Q: 3 clusters Score -6741700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -6741706.000000 Penalty: 5208.375488
	Iteration 47Q: 3 clusters Score -6741706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -6741708.000000 Penalty: 5208.375488
	Iteration 48Q: 3 clusters Score -6741708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -6741708.500000 Penalty: 5208.375488
	Iteration 49Q: 3 clusters Score -6741708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -6741712.500000 Penalty: 5208.375488
	Iteration 50Q: 3 clusters Score -6741712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -6741720.500000 Penalty: 5208.375488
	Iteration 51Q: 3 clusters Score -6741720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -6741721.500000 Penalty: 5208.375488
	Iteration 52Q: 3 clusters Score -6741722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -6741721.500000 Penalty: 5208.375488
	Iteration 53Q: 3 clusters Score -6741722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -6741715.500000 Penalty: 5208.375488
	Iteration 54Q: 3 clusters Score -6741716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -6741710.500000 Penalty: 5208.375488
	Iteration 55Q: 3 clusters Score -6741710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -6741715.000000 Penalty: 5208.375488
	Iteration 56Q: 3 clusters Score -6741715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -6741711.500000 Penalty: 5208.375488
	Iteration 57Q: 3 clusters Score -6741712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -6741711.500000 Penalty: 5208.375488
	Iteration 58Q: 3 clusters Score -6741712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -6741713.500000 Penalty: 5208.375488
	Iteration 59Q: 3 clusters Score -6741714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -6741713.500000 Penalty: 5208.375488
	Iteration 60F: 3 clusters Score -6741714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -6741711.000000 Penalty: 5208.375488
	Iteration 61Q: 3 clusters Score -6741711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -6741709.500000 Penalty: 5208.375488
	Iteration 62Q: 3 clusters Score -6741710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -6741703.000000 Penalty: 5208.375488
	Iteration 63Q: 3 clusters Score -6741703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -6741707.500000 Penalty: 5208.375488
	Iteration 64Q: 3 clusters Score -6741708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -6741707.500000 Penalty: 5208.375488
	Iteration 65Q: 3 clusters Score -6741708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -6741706.500000 Penalty: 5208.375488
	Iteration 66Q: 3 clusters Score -6741706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -6741706.500000 Penalty: 5208.375488
	Iteration 67F: 3 clusters Score -6741706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Entering Unmasked Estep 
Score: -7839078.500000 Penalty: 2643.402588
	Iteration 0F: 2 clusters Score -7839078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -7810400.500000 Penalty: 5286.805176
	Iteration 0F: 3 clusters Score -7810400 nChanged 19407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -7821004.500000 Penalty: 5286.805176
	Iteration 1F: 3 clusters Score -7821004 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -7821428.000000 Penalty: 5286.805176
	Iteration 2Q: 3 clusters Score -7821428 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -7821747.500000 Penalty: 5286.805176
	Iteration 3Q: 3 clusters Score -7821748 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -7821979.000000 Penalty: 5286.805176
	Iteration 4Q: 3 clusters Score -7821979 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -7822182.000000 Penalty: 5286.805176
	Iteration 5Q: 3 clusters Score -7822182 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -7822509.500000 Penalty: 5286.805176
	Iteration 6Q: 3 clusters Score -7822510 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -7822838.500000 Penalty: 5286.805176
	Iteration 7Q: 3 clusters Score -7822838 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -7823308.000000 Penalty: 5286.805176
	Iteration 8Q: 3 clusters Score -7823308 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -7823975.000000 Penalty: 5286.805176
	Iteration 9Q: 3 clusters Score -7823975 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -7825022.500000 Penalty: 5286.805176
	Iteration 10Q: 3 clusters Score -7825022 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -7826400.000000 Penalty: 5286.805176
	Iteration 11Q: 3 clusters Score -7826400 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -7827883.000000 Penalty: 5286.805176
	Iteration 12Q: 3 clusters Score -7827883 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -7829334.500000 Penalty: 5286.805176
	Iteration 13F: 3 clusters Score -7829334 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -7830666.000000 Penalty: 5286.805176
	Iteration 14F: 3 clusters Score -7830666 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -7831630.500000 Penalty: 5286.805176
	Iteration 15Q: 3 clusters Score -7831630 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -7832247.000000 Penalty: 5286.805176
	Iteration 16Q: 3 clusters Score -7832247 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -7832547.000000 Penalty: 5286.805176
	Iteration 17Q: 3 clusters Score -7832547 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -7832697.000000 Penalty: 5286.805176
	Iteration 18Q: 3 clusters Score -7832697 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -7832783.000000 Penalty: 5286.805176
	Iteration 19Q: 3 clusters Score -7832783 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -7832831.500000 Penalty: 5286.805176
	Iteration 20F: 3 clusters Score -7832832 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -7832870.000000 Penalty: 5286.805176
	Iteration 21Q: 3 clusters Score -7832870 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -7832904.500000 Penalty: 5286.805176
	Iteration 22Q: 3 clusters Score -7832904 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -7832927.000000 Penalty: 5286.805176
	Iteration 23Q: 3 clusters Score -7832927 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -7832974.500000 Penalty: 5286.805176
	Iteration 24Q: 3 clusters Score -7832974 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7832976 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -7833032.500000 Penalty: 5286.805176
	Iteration 26Q: 3 clusters Score -7833032 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -7833047.500000 Penalty: 5286.805176
	Iteration 27Q: 3 clusters Score -7833048 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7833082 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7833098 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -7833177.500000 Penalty: 5286.805176
	Iteration 30Q: 3 clusters Score -7833178 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -7833220.000000 Penalty: 5286.805176
	Iteration 31Q: 3 clusters Score -7833220 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -7833290.500000 Penalty: 5286.805176
	Iteration 32Q: 3 clusters Score -7833290 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -7833362.000000 Penalty: 5286.805176
	Iteration 33Q: 3 clusters Score -7833362 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -7833455.500000 Penalty: 5286.805176
	Iteration 34Q: 3 clusters Score -7833456 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -7833554.500000 Penalty: 5286.805176
	Iteration 35Q: 3 clusters Score -7833554 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -7833691.000000 Penalty: 5286.805176
	Iteration 36Q: 3 clusters Score -7833691 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -7833898.500000 Penalty: 5286.805176
	Iteration 37Q: 3 clusters Score -7833898 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7834052 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -7834216.500000 Penalty: 5286.805176
	Iteration 39Q: 3 clusters Score -7834216 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -7834393.500000 Penalty: 5286.805176
	Iteration 40F: 3 clusters Score -7834394 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7834590 nChanged 575
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -7834740.500000 Penalty: 5286.805176
	Iteration 42Q: 3 clusters Score -7834740 nChanged 544
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7834948 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7835080 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -7835231.000000 Penalty: 5286.805176
	Iteration 45Q: 3 clusters Score -7835231 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -7835414.000000 Penalty: 5286.805176
	Iteration 46Q: 3 clusters Score -7835414 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7835566 nChanged 544
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -7835707.000000 Penalty: 5286.805176
	Iteration 48Q: 3 clusters Score -7835707 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7835851 nChanged 471
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7835935 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7836070 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -7836193.500000 Penalty: 5286.805176
	Iteration 52Q: 3 clusters Score -7836194 nChanged 414
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7836257 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -7836381.500000 Penalty: 5286.805176
	Iteration 54Q: 3 clusters Score -7836382 nChanged 366
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7836462 nChanged 347
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -7836533.500000 Penalty: 5286.805176
	Iteration 56Q: 3 clusters Score -7836534 nChanged 305
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7836590 nChanged 263
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Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7836636 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -7836655.500000 Penalty: 5286.805176
	Iteration 59Q: 3 clusters Score -7836656 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -7836693.500000 Penalty: 5286.805176
	Iteration 60F: 3 clusters Score -7836694 nChanged 227
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Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -7836721.000000 Penalty: 5286.805176
	Iteration 61Q: 3 clusters Score -7836721 nChanged 250
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7836744 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -7836764.500000 Penalty: 5286.805176
	Iteration 63Q: 3 clusters Score -7836764 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -7836816.500000 Penalty: 5286.805176
	Iteration 64Q: 3 clusters Score -7836816 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7836836 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -7836860.000000 Penalty: 5286.805176
	Iteration 66Q: 3 clusters Score -7836860 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 11372 members 
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	Iteration 67Q: 3 clusters Score -7836872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 11231 members 
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Score: -7836883.500000 Penalty: 5286.805176
	Iteration 68Q: 3 clusters Score -7836884 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -7836901.000000 Penalty: 5286.805176
	Iteration 69Q: 3 clusters Score -7836901 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -7836931.000000 Penalty: 5286.805176
	Iteration 70Q: 3 clusters Score -7836931 nChanged 150
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Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -7836951.000000 Penalty: 5286.805176
	Iteration 71Q: 3 clusters Score -7836951 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 10621 members 
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	Iteration 72Q: 3 clusters Score -7836960 nChanged 151
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Mstep: Class 1 contains 32099 members 
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Entering Unmasked Estep 
Score: -7837007.500000 Penalty: 5286.805176
	Iteration 73Q: 3 clusters Score -7837008 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -7837018.000000 Penalty: 5286.805176
	Iteration 74Q: 3 clusters Score -7837018 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32350 members 
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Entering Unmasked Estep 
Score: -7837006.500000 Penalty: 5286.805176
	Iteration 75Q: 3 clusters Score -7837006 nChanged 110
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Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -7837017.000000 Penalty: 5286.805176
	Iteration 76Q: 3 clusters Score -7837017 nChanged 99
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Mstep: Class 1 contains 32559 members 
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Entering Unmasked Estep 
Score: -7837049.000000 Penalty: 5286.805176
	Iteration 77Q: 3 clusters Score -7837049 nChanged 94
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Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7837048 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7837050 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -7837059.500000 Penalty: 5286.805176
	Iteration 80F: 3 clusters Score -7837060 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -7837078.000000 Penalty: 5286.805176
	Iteration 81Q: 3 clusters Score -7837078 nChanged 86
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Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -7837069.500000 Penalty: 5286.805176
	Iteration 82Q: 3 clusters Score -7837070 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33095 members 
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Entering Unmasked Estep 
Score: -7837087.000000 Penalty: 5286.805176
	Iteration 83Q: 3 clusters Score -7837087 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7837088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -7837083.000000 Penalty: 5286.805176
	Iteration 85Q: 3 clusters Score -7837083 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -7837089.500000 Penalty: 5286.805176
	Iteration 86Q: 3 clusters Score -7837090 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -7837099.500000 Penalty: 5286.805176
	Iteration 87Q: 3 clusters Score -7837100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -7837108.000000 Penalty: 5286.805176
	Iteration 88Q: 3 clusters Score -7837108 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -7837118.000000 Penalty: 5286.805176
	Iteration 89Q: 3 clusters Score -7837118 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -7837125.500000 Penalty: 5286.805176
	Iteration 90Q: 3 clusters Score -7837126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -7837130.000000 Penalty: 5286.805176
	Iteration 91Q: 3 clusters Score -7837130 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7837129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -7837138.500000 Penalty: 5286.805176
	Iteration 93Q: 3 clusters Score -7837138 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -7837128.000000 Penalty: 5286.805176
	Iteration 94Q: 3 clusters Score -7837128 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33670 members 
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Entering Unmasked Estep 
Score: -7837129.500000 Penalty: 5286.805176
	Iteration 95Q: 3 clusters Score -7837130 nChanged 35
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Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -7837131.500000 Penalty: 5286.805176
	Iteration 96Q: 3 clusters Score -7837132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -7837124.000000 Penalty: 5286.805176
	Iteration 97Q: 3 clusters Score -7837124 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -7837128.500000 Penalty: 5286.805176
	Iteration 98Q: 3 clusters Score -7837128 nChanged 21
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Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7837124 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -7837128.500000 Penalty: 5286.805176
	Iteration 100F: 3 clusters Score -7837128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -7837126.000000 Penalty: 5286.805176
	Iteration 101Q: 3 clusters Score -7837126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -7837105.000000 Penalty: 5286.805176
	Iteration 102Q: 3 clusters Score -7837105 nChanged 11
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Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -7837092.500000 Penalty: 5286.805176
	Iteration 103Q: 3 clusters Score -7837092 nChanged 10
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Mstep: Class 1 contains 33839 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7837106 nChanged 10
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Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -7837101.500000 Penalty: 5286.805176
	Iteration 105Q: 3 clusters Score -7837102 nChanged 12
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Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -7837100.000000 Penalty: 5286.805176
	Iteration 106Q: 3 clusters Score -7837100 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -7837117.500000 Penalty: 5286.805176
	Iteration 107Q: 3 clusters Score -7837118 nChanged 26
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Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -7837111.000000 Penalty: 5286.805176
	Iteration 108Q: 3 clusters Score -7837111 nChanged 21
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Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7837111 nChanged 30
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Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -7837121.500000 Penalty: 5286.805176
	Iteration 110Q: 3 clusters Score -7837122 nChanged 26
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Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -7837127.500000 Penalty: 5286.805176
	Iteration 111Q: 3 clusters Score -7837128 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -7837147.000000 Penalty: 5286.805176
	Iteration 112Q: 3 clusters Score -7837147 nChanged 20
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Mstep: Class 1 contains 34027 members 
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Entering Unmasked Estep 
Score: -7837145.500000 Penalty: 5286.805176
	Iteration 113Q: 3 clusters Score -7837146 nChanged 21
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Entering Unmasked Estep 
Score: -7837153.500000 Penalty: 5286.805176
	Iteration 114Q: 3 clusters Score -7837154 nChanged 20
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Entering Unmasked Estep 
Score: -7837151.500000 Penalty: 5286.805176
	Iteration 115Q: 3 clusters Score -7837152 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -7837159.000000 Penalty: 5286.805176
	Iteration 116Q: 3 clusters Score -7837159 nChanged 29
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Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -7837153.500000 Penalty: 5286.805176
	Iteration 117Q: 3 clusters Score -7837154 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -7837148.000000 Penalty: 5286.805176
	Iteration 118Q: 3 clusters Score -7837148 nChanged 31
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -7837141.000000 Penalty: 5286.805176
	Iteration 119Q: 3 clusters Score -7837141 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -7837135.500000 Penalty: 5286.805176
	Iteration 120F: 3 clusters Score -7837136 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -7837146.500000 Penalty: 5286.805176
	Iteration 121Q: 3 clusters Score -7837146 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -7837152.000000 Penalty: 5286.805176
	Iteration 122Q: 3 clusters Score -7837152 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -7837149.500000 Penalty: 5286.805176
	Iteration 123Q: 3 clusters Score -7837150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -7837164.000000 Penalty: 5286.805176
	Iteration 124Q: 3 clusters Score -7837164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -7837185.000000 Penalty: 5286.805176
	Iteration 125Q: 3 clusters Score -7837185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -7837198.500000 Penalty: 5286.805176
	Iteration 126Q: 3 clusters Score -7837198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -7837193.000000 Penalty: 5286.805176
	Iteration 127Q: 3 clusters Score -7837193 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -7837190.000000 Penalty: 5286.805176
	Iteration 128Q: 3 clusters Score -7837190 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -7837187.500000 Penalty: 5286.805176
	Iteration 129Q: 3 clusters Score -7837188 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7837188 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -7837199.000000 Penalty: 5286.805176
	Iteration 131Q: 3 clusters Score -7837199 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -7837209.000000 Penalty: 5286.805176
	Iteration 132Q: 3 clusters Score -7837209 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34650 members 
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Entering Unmasked Estep 
Score: -7837203.500000 Penalty: 5286.805176
	Iteration 133Q: 3 clusters Score -7837204 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7837204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -7837200.500000 Penalty: 5286.805176
	Iteration 135Q: 3 clusters Score -7837200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -7837199.500000 Penalty: 5286.805176
	Iteration 136Q: 3 clusters Score -7837200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -7837208.000000 Penalty: 5286.805176
	Iteration 137Q: 3 clusters Score -7837208 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -7837215.000000 Penalty: 5286.805176
	Iteration 138Q: 3 clusters Score -7837215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -7837212.500000 Penalty: 5286.805176
	Iteration 139Q: 3 clusters Score -7837212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -7837192.000000 Penalty: 5286.805176
	Iteration 140F: 3 clusters Score -7837192 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -7837186.500000 Penalty: 5286.805176
	Iteration 141Q: 3 clusters Score -7837186 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7837199 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -7837201.000000 Penalty: 5286.805176
	Iteration 143Q: 3 clusters Score -7837201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -7837195.500000 Penalty: 5286.805176
	Iteration 144Q: 3 clusters Score -7837196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -7837187.000000 Penalty: 5286.805176
	Iteration 145Q: 3 clusters Score -7837187 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7837186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -7837183.500000 Penalty: 5286.805176
	Iteration 147Q: 3 clusters Score -7837184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -7837187.500000 Penalty: 5286.805176
	Iteration 148Q: 3 clusters Score -7837188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7837187 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -7837196.000000 Penalty: 5286.805176
	Iteration 150Q: 3 clusters Score -7837196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -7837193.000000 Penalty: 5286.805176
	Iteration 151Q: 3 clusters Score -7837193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -7837190.000000 Penalty: 5286.805176
	Iteration 152Q: 3 clusters Score -7837190 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -7837193.500000 Penalty: 5286.805176
	Iteration 153Q: 3 clusters Score -7837194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -7837206.500000 Penalty: 5286.805176
	Iteration 154Q: 3 clusters Score -7837206 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35028 members 
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Entering Unmasked Estep 
Score: -7837218.000000 Penalty: 5286.805176
	Iteration 155Q: 3 clusters Score -7837218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
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Entering Unmasked Estep 
Score: -7837209.500000 Penalty: 5286.805176
	Iteration 156Q: 3 clusters Score -7837210 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35068 members 
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Entering Unmasked Estep 
Score: -7837211.500000 Penalty: 5286.805176
	Iteration 157Q: 3 clusters Score -7837212 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35081 members 
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Entering Unmasked Estep 
Score: -7837198.000000 Penalty: 5286.805176
	Iteration 158Q: 3 clusters Score -7837198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -7837216.000000 Penalty: 5286.805176
	Iteration 159Q: 3 clusters Score -7837216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -7837230.000000 Penalty: 5286.805176
	Iteration 160F: 3 clusters Score -7837230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -7837219.000000 Penalty: 5286.805176
	Iteration 161Q: 3 clusters Score -7837219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7837210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -7837210.500000 Penalty: 5286.805176
	Iteration 163Q: 3 clusters Score -7837210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -7837189.000000 Penalty: 5286.805176
	Iteration 164Q: 3 clusters Score -7837189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -7837202.500000 Penalty: 5286.805176
	Iteration 165Q: 3 clusters Score -7837202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -7837214.500000 Penalty: 5286.805176
	Iteration 166Q: 3 clusters Score -7837214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -7837214.500000 Penalty: 5286.805176
	Iteration 167Q: 3 clusters Score -7837214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -7837218.500000 Penalty: 5286.805176
	Iteration 168Q: 3 clusters Score -7837218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -7837231.000000 Penalty: 5286.805176
	Iteration 169Q: 3 clusters Score -7837231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -7837225.500000 Penalty: 5286.805176
	Iteration 170Q: 3 clusters Score -7837226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -7837237.000000 Penalty: 5286.805176
	Iteration 171Q: 3 clusters Score -7837237 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -7837231.000000 Penalty: 5286.805176
	Iteration 172Q: 3 clusters Score -7837231 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -7837227.500000 Penalty: 5286.805176
	Iteration 173Q: 3 clusters Score -7837228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -7837234.500000 Penalty: 5286.805176
	Iteration 174Q: 3 clusters Score -7837234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -7837232.500000 Penalty: 5286.805176
	Iteration 175Q: 3 clusters Score -7837232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -7837230.500000 Penalty: 5286.805176
	Iteration 176Q: 3 clusters Score -7837230 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -7837230.000000 Penalty: 5286.805176
	Iteration 177Q: 3 clusters Score -7837230 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -7837227.000000 Penalty: 5286.805176
	Iteration 178Q: 3 clusters Score -7837227 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -7837231.000000 Penalty: 5286.805176
	Iteration 179Q: 3 clusters Score -7837231 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -7837236.000000 Penalty: 5286.805176
	Iteration 180F: 3 clusters Score -7837236 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7837231 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7837231 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -7837232.000000 Penalty: 5286.805176
	Iteration 183Q: 3 clusters Score -7837232 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -7837234.000000 Penalty: 5286.805176
	Iteration 184Q: 3 clusters Score -7837234 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -7837233.500000 Penalty: 5286.805176
	Iteration 185Q: 3 clusters Score -7837234 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -7837226.000000 Penalty: 5286.805176
	Iteration 186Q: 3 clusters Score -7837226 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35421 members 
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Entering Unmasked Estep 
Score: -7837226.500000 Penalty: 5286.805176
	Iteration 187Q: 3 clusters Score -7837226 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -7837217.000000 Penalty: 5286.805176
	Iteration 188Q: 3 clusters Score -7837217 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -7837230.000000 Penalty: 5286.805176
	Iteration 189Q: 3 clusters Score -7837230 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35469 members 
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Entering Unmasked Estep 
Score: -7837221.500000 Penalty: 5286.805176
	Iteration 190Q: 3 clusters Score -7837222 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -7837224.500000 Penalty: 5286.805176
	Iteration 191Q: 3 clusters Score -7837224 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7837232.000000 Penalty: 5286.805176
	Iteration 192Q: 3 clusters Score -7837232 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -7837223.000000 Penalty: 5286.805176
	Iteration 193Q: 3 clusters Score -7837223 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -7837227.000000 Penalty: 5286.805176
	Iteration 194Q: 3 clusters Score -7837227 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -7837229.000000 Penalty: 5286.805176
	Iteration 195Q: 3 clusters Score -7837229 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35530 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -7837226 nChanged 5
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Entering Unmasked Estep 
Score: -7837215.000000 Penalty: 5286.805176
	Iteration 197Q: 3 clusters Score -7837215 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7837222.500000 Penalty: 5286.805176
	Iteration 198Q: 3 clusters Score -7837222 nChanged 8
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -7837223 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -7837226.000000 Penalty: 5286.805176
	Iteration 200F: 3 clusters Score -7837226 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35560 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -7837228 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -7837230.500000 Penalty: 5286.805176
	Iteration 202Q: 3 clusters Score -7837230 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35566 members 
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Entering Unmasked Estep 
Score: -7837232.000000 Penalty: 5286.805176
	Iteration 203Q: 3 clusters Score -7837232 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -7837230 nChanged 8
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Entering Unmasked Estep 
Score: -7837228.500000 Penalty: 5286.805176
	Iteration 205Q: 3 clusters Score -7837228 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -7837225.000000 Penalty: 5286.805176
	Iteration 206Q: 3 clusters Score -7837225 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7837216.500000 Penalty: 5286.805176
	Iteration 207Q: 3 clusters Score -7837216 nChanged 6
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Entering Unmasked Estep 
Score: -7837212.000000 Penalty: 5286.805176
	Iteration 208Q: 3 clusters Score -7837212 nChanged 5
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Entering Unmasked Estep 
Score: -7837213.500000 Penalty: 5286.805176
	Iteration 209Q: 3 clusters Score -7837214 nChanged 5
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Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -7837221.000000 Penalty: 5286.805176
	Iteration 210Q: 3 clusters Score -7837221 nChanged 4
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7837227 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -7837226.500000 Penalty: 5286.805176
	Iteration 212Q: 3 clusters Score -7837226 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7837229.000000 Penalty: 5286.805176
	Iteration 213Q: 3 clusters Score -7837229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -7837226.500000 Penalty: 5286.805176
	Iteration 214Q: 3 clusters Score -7837226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -7837227.000000 Penalty: 5286.805176
	Iteration 215Q: 3 clusters Score -7837227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -7837227.000000 Penalty: 5286.805176
	Iteration 216F: 3 clusters Score -7837227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Entering Unmasked Estep 
Score: -6913670.500000 Penalty: 2609.213379
	Iteration 0F: 2 clusters Score -6913670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -6888758.500000 Penalty: 5218.426758
	Iteration 0F: 3 clusters Score -6888758 nChanged 16729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -6897858.500000 Penalty: 5218.426758
	Iteration 1F: 3 clusters Score -6897858 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -6898296.500000 Penalty: 5218.426758
	Iteration 2Q: 3 clusters Score -6898296 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -6898612.500000 Penalty: 5218.426758
	Iteration 3Q: 3 clusters Score -6898612 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -6898892.000000 Penalty: 5218.426758
	Iteration 4Q: 3 clusters Score -6898892 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -6899158.500000 Penalty: 5218.426758
	Iteration 5Q: 3 clusters Score -6899158 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -6899446.000000 Penalty: 5218.426758
	Iteration 6Q: 3 clusters Score -6899446 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -6899829.500000 Penalty: 5218.426758
	Iteration 7Q: 3 clusters Score -6899830 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -6900371.000000 Penalty: 5218.426758
	Iteration 8Q: 3 clusters Score -6900371 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -6901126.500000 Penalty: 5218.426758
	Iteration 9Q: 3 clusters Score -6901126 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -6902162.000000 Penalty: 5218.426758
	Iteration 10Q: 3 clusters Score -6902162 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -6903516.000000 Penalty: 5218.426758
	Iteration 11F: 3 clusters Score -6903516 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -6904916.000000 Penalty: 5218.426758
	Iteration 12F: 3 clusters Score -6904916 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -6905949.000000 Penalty: 5218.426758
	Iteration 13F: 3 clusters Score -6905949 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -6906543.000000 Penalty: 5218.426758
	Iteration 14Q: 3 clusters Score -6906543 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -6906848.000000 Penalty: 5218.426758
	Iteration 15Q: 3 clusters Score -6906848 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -6907005.500000 Penalty: 5218.426758
	Iteration 16Q: 3 clusters Score -6907006 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -6907047.000000 Penalty: 5218.426758
	Iteration 17Q: 3 clusters Score -6907047 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -6907096.500000 Penalty: 5218.426758
	Iteration 18Q: 3 clusters Score -6907096 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -6907152.000000 Penalty: 5218.426758
	Iteration 19Q: 3 clusters Score -6907152 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -6907204.500000 Penalty: 5218.426758
	Iteration 20F: 3 clusters Score -6907204 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -6907232.500000 Penalty: 5218.426758
	Iteration 21Q: 3 clusters Score -6907232 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -6907273.500000 Penalty: 5218.426758
	Iteration 22Q: 3 clusters Score -6907274 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -6907307.000000 Penalty: 5218.426758
	Iteration 23Q: 3 clusters Score -6907307 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -6907329.000000 Penalty: 5218.426758
	Iteration 24Q: 3 clusters Score -6907329 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -6907367.000000 Penalty: 5218.426758
	Iteration 25Q: 3 clusters Score -6907367 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -6907393.500000 Penalty: 5218.426758
	Iteration 26Q: 3 clusters Score -6907394 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -6907415.500000 Penalty: 5218.426758
	Iteration 27Q: 3 clusters Score -6907416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -6907413.500000 Penalty: 5218.426758
	Iteration 28Q: 3 clusters Score -6907414 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -6907436.500000 Penalty: 5218.426758
	Iteration 29Q: 3 clusters Score -6907436 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -6907435.000000 Penalty: 5218.426758
	Iteration 30Q: 3 clusters Score -6907435 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -6907444.500000 Penalty: 5218.426758
	Iteration 31Q: 3 clusters Score -6907444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -6907459.000000 Penalty: 5218.426758
	Iteration 32Q: 3 clusters Score -6907459 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -6907451.000000 Penalty: 5218.426758
	Iteration 33Q: 3 clusters Score -6907451 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -6907461.500000 Penalty: 5218.426758
	Iteration 34Q: 3 clusters Score -6907462 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -6907457.000000 Penalty: 5218.426758
	Iteration 35Q: 3 clusters Score -6907457 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -6907475.500000 Penalty: 5218.426758
	Iteration 36Q: 3 clusters Score -6907476 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -6907472.000000 Penalty: 5218.426758
	Iteration 37Q: 3 clusters Score -6907472 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -6907499.500000 Penalty: 5218.426758
	Iteration 38Q: 3 clusters Score -6907500 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -6907519.500000 Penalty: 5218.426758
	Iteration 39Q: 3 clusters Score -6907520 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -6907518.500000 Penalty: 5218.426758
	Iteration 40F: 3 clusters Score -6907518 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -6907544.500000 Penalty: 5218.426758
	Iteration 41Q: 3 clusters Score -6907544 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -6907568.500000 Penalty: 5218.426758
	Iteration 42Q: 3 clusters Score -6907568 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -6907560.500000 Penalty: 5218.426758
	Iteration 43Q: 3 clusters Score -6907560 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -6907571.500000 Penalty: 5218.426758
	Iteration 44Q: 3 clusters Score -6907572 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -6907594.000000 Penalty: 5218.426758
	Iteration 45Q: 3 clusters Score -6907594 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -6907615.500000 Penalty: 5218.426758
	Iteration 46Q: 3 clusters Score -6907616 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -6907639.000000 Penalty: 5218.426758
	Iteration 47Q: 3 clusters Score -6907639 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -6907678.000000 Penalty: 5218.426758
	Iteration 48Q: 3 clusters Score -6907678 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -6907683.500000 Penalty: 5218.426758
	Iteration 49Q: 3 clusters Score -6907684 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -6907723.000000 Penalty: 5218.426758
	Iteration 50Q: 3 clusters Score -6907723 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -6907745.500000 Penalty: 5218.426758
	Iteration 51Q: 3 clusters Score -6907746 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -6907777.000000 Penalty: 5218.426758
	Iteration 52Q: 3 clusters Score -6907777 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -6907809.500000 Penalty: 5218.426758
	Iteration 53Q: 3 clusters Score -6907810 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -6907851.000000 Penalty: 5218.426758
	Iteration 54Q: 3 clusters Score -6907851 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -6907891.000000 Penalty: 5218.426758
	Iteration 55Q: 3 clusters Score -6907891 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -6907934.000000 Penalty: 5218.426758
	Iteration 56Q: 3 clusters Score -6907934 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -6908004.500000 Penalty: 5218.426758
	Iteration 57Q: 3 clusters Score -6908004 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -6908054.500000 Penalty: 5218.426758
	Iteration 58Q: 3 clusters Score -6908054 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -6908113.500000 Penalty: 5218.426758
	Iteration 59Q: 3 clusters Score -6908114 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -6908164.000000 Penalty: 5218.426758
	Iteration 60F: 3 clusters Score -6908164 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -6908235.500000 Penalty: 5218.426758
	Iteration 61Q: 3 clusters Score -6908236 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -6908298.000000 Penalty: 5218.426758
	Iteration 62Q: 3 clusters Score -6908298 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -6908374.500000 Penalty: 5218.426758
	Iteration 63Q: 3 clusters Score -6908374 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -6908437.000000 Penalty: 5218.426758
	Iteration 64Q: 3 clusters Score -6908437 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -6908526.500000 Penalty: 5218.426758
	Iteration 65Q: 3 clusters Score -6908526 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -6908578.000000 Penalty: 5218.426758
	Iteration 66Q: 3 clusters Score -6908578 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -6908665.000000 Penalty: 5218.426758
	Iteration 67Q: 3 clusters Score -6908665 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -6908751.000000 Penalty: 5218.426758
	Iteration 68Q: 3 clusters Score -6908751 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -6908833.500000 Penalty: 5218.426758
	Iteration 69Q: 3 clusters Score -6908834 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -6908894.000000 Penalty: 5218.426758
	Iteration 70Q: 3 clusters Score -6908894 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -6909000.500000 Penalty: 5218.426758
	Iteration 71Q: 3 clusters Score -6909000 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -6909114.500000 Penalty: 5218.426758
	Iteration 72Q: 3 clusters Score -6909114 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -6909203.000000 Penalty: 5218.426758
	Iteration 73Q: 3 clusters Score -6909203 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -6909286.500000 Penalty: 5218.426758
	Iteration 74Q: 3 clusters Score -6909286 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -6909395.000000 Penalty: 5218.426758
	Iteration 75Q: 3 clusters Score -6909395 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -6909531.000000 Penalty: 5218.426758
	Iteration 76Q: 3 clusters Score -6909531 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -6909661.500000 Penalty: 5218.426758
	Iteration 77Q: 3 clusters Score -6909662 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -6909772.000000 Penalty: 5218.426758
	Iteration 78Q: 3 clusters Score -6909772 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -6909928.000000 Penalty: 5218.426758
	Iteration 79Q: 3 clusters Score -6909928 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -6910074.000000 Penalty: 5218.426758
	Iteration 80F: 3 clusters Score -6910074 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -6910194.500000 Penalty: 5218.426758
	Iteration 81Q: 3 clusters Score -6910194 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -6910334.500000 Penalty: 5218.426758
	Iteration 82Q: 3 clusters Score -6910334 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -6910496.500000 Penalty: 5218.426758
	Iteration 83Q: 3 clusters Score -6910496 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -6910609.000000 Penalty: 5218.426758
	Iteration 84Q: 3 clusters Score -6910609 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -6910751.000000 Penalty: 5218.426758
	Iteration 85Q: 3 clusters Score -6910751 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -6910891.000000 Penalty: 5218.426758
	Iteration 86Q: 3 clusters Score -6910891 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -6911020.500000 Penalty: 5218.426758
	Iteration 87Q: 3 clusters Score -6911020 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -6911130.000000 Penalty: 5218.426758
	Iteration 88Q: 3 clusters Score -6911130 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -6911216.500000 Penalty: 5218.426758
	Iteration 89Q: 3 clusters Score -6911216 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -6911344.500000 Penalty: 5218.426758
	Iteration 90Q: 3 clusters Score -6911344 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -6911409.500000 Penalty: 5218.426758
	Iteration 91Q: 3 clusters Score -6911410 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -6911491.000000 Penalty: 5218.426758
	Iteration 92Q: 3 clusters Score -6911491 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -6911558.500000 Penalty: 5218.426758
	Iteration 93Q: 3 clusters Score -6911558 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -6911612.500000 Penalty: 5218.426758
	Iteration 94Q: 3 clusters Score -6911612 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6911690.500000 Penalty: 5218.426758
	Iteration 95Q: 3 clusters Score -6911690 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6911780.000000 Penalty: 5218.426758
	Iteration 96Q: 3 clusters Score -6911780 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6911795.500000 Penalty: 5218.426758
	Iteration 97Q: 3 clusters Score -6911796 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6911829.500000 Penalty: 5218.426758
	Iteration 98Q: 3 clusters Score -6911830 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6911850.000000 Penalty: 5218.426758
	Iteration 99Q: 3 clusters Score -6911850 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6911878.000000 Penalty: 5218.426758
	Iteration 100F: 3 clusters Score -6911878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6911894.500000 Penalty: 5218.426758
	Iteration 101Q: 3 clusters Score -6911894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6911907.500000 Penalty: 5218.426758
	Iteration 102Q: 3 clusters Score -6911908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6911919.000000 Penalty: 5218.426758
	Iteration 103Q: 3 clusters Score -6911919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6911925.000000 Penalty: 5218.426758
	Iteration 104Q: 3 clusters Score -6911925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6911933.500000 Penalty: 5218.426758
	Iteration 105Q: 3 clusters Score -6911934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6911943.000000 Penalty: 5218.426758
	Iteration 106Q: 3 clusters Score -6911943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6911953.500000 Penalty: 5218.426758
	Iteration 107Q: 3 clusters Score -6911954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6911948.500000 Penalty: 5218.426758
	Iteration 108Q: 3 clusters Score -6911948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6911955.500000 Penalty: 5218.426758
	Iteration 109Q: 3 clusters Score -6911956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6911955.000000 Penalty: 5218.426758
	Iteration 110Q: 3 clusters Score -6911955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6911961.000000 Penalty: 5218.426758
	Iteration 111Q: 3 clusters Score -6911961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6911972.000000 Penalty: 5218.426758
	Iteration 112Q: 3 clusters Score -6911972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6911976.500000 Penalty: 5218.426758
	Iteration 113Q: 3 clusters Score -6911976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6911981.000000 Penalty: 5218.426758
	Iteration 114Q: 3 clusters Score -6911981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6911981.500000 Penalty: 5218.426758
	Iteration 115Q: 3 clusters Score -6911982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6911976.500000 Penalty: 5218.426758
	Iteration 116Q: 3 clusters Score -6911976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6911978.500000 Penalty: 5218.426758
	Iteration 117Q: 3 clusters Score -6911978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6911988.500000 Penalty: 5218.426758
	Iteration 118Q: 3 clusters Score -6911988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6911982.500000 Penalty: 5218.426758
	Iteration 119Q: 3 clusters Score -6911982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6911984.000000 Penalty: 5218.426758
	Iteration 120F: 3 clusters Score -6911984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6911978.000000 Penalty: 5218.426758
	Iteration 121Q: 3 clusters Score -6911978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6911982.500000 Penalty: 5218.426758
	Iteration 122Q: 3 clusters Score -6911982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6911977.500000 Penalty: 5218.426758
	Iteration 123Q: 3 clusters Score -6911978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6911972.500000 Penalty: 5218.426758
	Iteration 124Q: 3 clusters Score -6911972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6911968.000000 Penalty: 5218.426758
	Iteration 125Q: 3 clusters Score -6911968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6911975.000000 Penalty: 5218.426758
	Iteration 126Q: 3 clusters Score -6911975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6911975.000000 Penalty: 5218.426758
	Iteration 127F: 3 clusters Score -6911975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Entering Unmasked Estep 
Score: -1215448.875000 Penalty: 2180.665283
	Iteration 0F: 2 clusters Score -1215449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1209920.625000 Penalty: 4361.330566
	Iteration 0F: 3 clusters Score -1209921 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1211361.375000 Penalty: 4361.330566
	Iteration 1F: 3 clusters Score -1211361 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1211559.750000 Penalty: 4361.330566
	Iteration 2F: 3 clusters Score -1211560 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1211685.625000 Penalty: 4361.330566
	Iteration 3Q: 3 clusters Score -1211686 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1211767.625000 Penalty: 4361.330566
	Iteration 4Q: 3 clusters Score -1211768 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1211832.625000 Penalty: 4361.330566
	Iteration 5Q: 3 clusters Score -1211833 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1211882.250000 Penalty: 4361.330566
	Iteration 6Q: 3 clusters Score -1211882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1211923.625000 Penalty: 4361.330566
	Iteration 7Q: 3 clusters Score -1211924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1211959.375000 Penalty: 4361.330566
	Iteration 8Q: 3 clusters Score -1211959 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1211996.000000 Penalty: 4361.330566
	Iteration 9Q: 3 clusters Score -1211996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1212029.750000 Penalty: 4361.330566
	Iteration 10Q: 3 clusters Score -1212030 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1212069.875000 Penalty: 4361.330566
	Iteration 11Q: 3 clusters Score -1212070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1212111.625000 Penalty: 4361.330566
	Iteration 12Q: 3 clusters Score -1212112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1212153.000000 Penalty: 4361.330566
	Iteration 13Q: 3 clusters Score -1212153 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1212182.250000 Penalty: 4361.330566
	Iteration 14Q: 3 clusters Score -1212182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1212214.250000 Penalty: 4361.330566
	Iteration 15Q: 3 clusters Score -1212214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1212246.250000 Penalty: 4361.330566
	Iteration 16Q: 3 clusters Score -1212246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1212273.875000 Penalty: 4361.330566
	Iteration 17Q: 3 clusters Score -1212274 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1212302.750000 Penalty: 4361.330566
	Iteration 18Q: 3 clusters Score -1212303 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1212340.625000 Penalty: 4361.330566
	Iteration 19Q: 3 clusters Score -1212341 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1212382.000000 Penalty: 4361.330566
	Iteration 20F: 3 clusters Score -1212382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1212429.875000 Penalty: 4361.330566
	Iteration 21Q: 3 clusters Score -1212430 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1212493.375000 Penalty: 4361.330566
	Iteration 22Q: 3 clusters Score -1212493 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1212550.250000 Penalty: 4361.330566
	Iteration 23Q: 3 clusters Score -1212550 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1212620.375000 Penalty: 4361.330566
	Iteration 24Q: 3 clusters Score -1212620 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1212688.625000 Penalty: 4361.330566
	Iteration 25Q: 3 clusters Score -1212689 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1212764.000000 Penalty: 4361.330566
	Iteration 26Q: 3 clusters Score -1212764 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1212853.500000 Penalty: 4361.330566
	Iteration 27Q: 3 clusters Score -1212854 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1212945.875000 Penalty: 4361.330566
	Iteration 28Q: 3 clusters Score -1212946 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1213024.750000 Penalty: 4361.330566
	Iteration 29Q: 3 clusters Score -1213025 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1213091.250000 Penalty: 4361.330566
	Iteration 30Q: 3 clusters Score -1213091 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1213156.125000 Penalty: 4361.330566
	Iteration 31Q: 3 clusters Score -1213156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1213225.000000 Penalty: 4361.330566
	Iteration 32Q: 3 clusters Score -1213225 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1213274.625000 Penalty: 4361.330566
	Iteration 33Q: 3 clusters Score -1213275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1213323.875000 Penalty: 4361.330566
	Iteration 34Q: 3 clusters Score -1213324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1213365.250000 Penalty: 4361.330566
	Iteration 35Q: 3 clusters Score -1213365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1213406.375000 Penalty: 4361.330566
	Iteration 36Q: 3 clusters Score -1213406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1213434.625000 Penalty: 4361.330566
	Iteration 37Q: 3 clusters Score -1213435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1213453.125000 Penalty: 4361.330566
	Iteration 38Q: 3 clusters Score -1213453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1213462.500000 Penalty: 4361.330566
	Iteration 39Q: 3 clusters Score -1213462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1213476.625000 Penalty: 4361.330566
	Iteration 40F: 3 clusters Score -1213477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1213487.000000 Penalty: 4361.330566
	Iteration 41Q: 3 clusters Score -1213487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1213494.875000 Penalty: 4361.330566
	Iteration 42Q: 3 clusters Score -1213495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1213498.875000 Penalty: 4361.330566
	Iteration 43Q: 3 clusters Score -1213499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1213506.250000 Penalty: 4361.330566
	Iteration 44Q: 3 clusters Score -1213506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1213511.750000 Penalty: 4361.330566
	Iteration 45Q: 3 clusters Score -1213512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1213516.000000 Penalty: 4361.330566
	Iteration 46Q: 3 clusters Score -1213516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1213521.750000 Penalty: 4361.330566
	Iteration 47Q: 3 clusters Score -1213522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1213523.375000 Penalty: 4361.330566
	Iteration 48Q: 3 clusters Score -1213523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1213526.250000 Penalty: 4361.330566
	Iteration 49Q: 3 clusters Score -1213526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1213526.250000 Penalty: 4361.330566
	Iteration 50F: 3 clusters Score -1213526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Entering Unmasked Estep 
Score: -8783267.000000 Penalty: 2668.681885
	Iteration 0F: 2 clusters Score -8783267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -8752123.000000 Penalty: 5337.363770
	Iteration 0F: 3 clusters Score -8752123 nChanged 21736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -8764391.000000 Penalty: 5337.363770
	Iteration 1F: 3 clusters Score -8764391 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -8765103.000000 Penalty: 5337.363770
	Iteration 2Q: 3 clusters Score -8765103 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -8765880.000000 Penalty: 5337.363770
	Iteration 3Q: 3 clusters Score -8765880 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -8766963.000000 Penalty: 5337.363770
	Iteration 4Q: 3 clusters Score -8766963 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -8768486.000000 Penalty: 5337.363770
	Iteration 5F: 3 clusters Score -8768486 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -8770676.000000 Penalty: 5337.363770
	Iteration 6F: 3 clusters Score -8770676 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -8773389.000000 Penalty: 5337.363770
	Iteration 7F: 3 clusters Score -8773389 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -8775917.000000 Penalty: 5337.363770
	Iteration 8F: 3 clusters Score -8775917 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -8777918.000000 Penalty: 5337.363770
	Iteration 9Q: 3 clusters Score -8777918 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -8779151.000000 Penalty: 5337.363770
	Iteration 10Q: 3 clusters Score -8779151 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8779957.000000 Penalty: 5337.363770
	Iteration 11Q: 3 clusters Score -8779957 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -8780372.000000 Penalty: 5337.363770
	Iteration 12Q: 3 clusters Score -8780372 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -8780626.000000 Penalty: 5337.363770
	Iteration 13Q: 3 clusters Score -8780626 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -8780826.000000 Penalty: 5337.363770
	Iteration 14Q: 3 clusters Score -8780826 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -8781003.000000 Penalty: 5337.363770
	Iteration 15Q: 3 clusters Score -8781003 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8781134.000000 Penalty: 5337.363770
	Iteration 16Q: 3 clusters Score -8781134 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -8781235.000000 Penalty: 5337.363770
	Iteration 17Q: 3 clusters Score -8781235 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8781313.000000 Penalty: 5337.363770
	Iteration 18Q: 3 clusters Score -8781313 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -8781359.000000 Penalty: 5337.363770
	Iteration 19Q: 3 clusters Score -8781359 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -8781379.000000 Penalty: 5337.363770
	Iteration 20F: 3 clusters Score -8781379 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -8781429.000000 Penalty: 5337.363770
	Iteration 21Q: 3 clusters Score -8781429 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8781455.000000 Penalty: 5337.363770
	Iteration 22Q: 3 clusters Score -8781455 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8781476.000000 Penalty: 5337.363770
	Iteration 23Q: 3 clusters Score -8781476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -8781486.000000 Penalty: 5337.363770
	Iteration 24Q: 3 clusters Score -8781486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8781489.000000 Penalty: 5337.363770
	Iteration 25Q: 3 clusters Score -8781489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -8781515.000000 Penalty: 5337.363770
	Iteration 26Q: 3 clusters Score -8781515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -8781553.000000 Penalty: 5337.363770
	Iteration 27Q: 3 clusters Score -8781553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8781552.000000 Penalty: 5337.363770
	Iteration 28Q: 3 clusters Score -8781552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -8781559.000000 Penalty: 5337.363770
	Iteration 29Q: 3 clusters Score -8781559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -8781571.000000 Penalty: 5337.363770
	Iteration 30Q: 3 clusters Score -8781571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8781573.000000 Penalty: 5337.363770
	Iteration 31Q: 3 clusters Score -8781573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8781570.000000 Penalty: 5337.363770
	Iteration 32Q: 3 clusters Score -8781570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -8781572.000000 Penalty: 5337.363770
	Iteration 33Q: 3 clusters Score -8781572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8781574.000000 Penalty: 5337.363770
	Iteration 34Q: 3 clusters Score -8781574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8781579.000000 Penalty: 5337.363770
	Iteration 35Q: 3 clusters Score -8781579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8781574.000000 Penalty: 5337.363770
	Iteration 36Q: 3 clusters Score -8781574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8781587.000000 Penalty: 5337.363770
	Iteration 37Q: 3 clusters Score -8781587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -8781583.000000 Penalty: 5337.363770
	Iteration 38Q: 3 clusters Score -8781583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8781583.000000 Penalty: 5337.363770
	Iteration 39Q: 3 clusters Score -8781583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8781583.000000 Penalty: 5337.363770
	Iteration 40F: 3 clusters Score -8781583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8781582.000000 Penalty: 5337.363770
	Iteration 41Q: 3 clusters Score -8781582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -8781580.000000 Penalty: 5337.363770
	Iteration 42Q: 3 clusters Score -8781580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -8781581.000000 Penalty: 5337.363770
	Iteration 43Q: 3 clusters Score -8781581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -8781578.000000 Penalty: 5337.363770
	Iteration 44Q: 3 clusters Score -8781578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8781577.000000 Penalty: 5337.363770
	Iteration 45Q: 3 clusters Score -8781577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8781577.000000 Penalty: 5337.363770
	Iteration 46Q: 3 clusters Score -8781577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8781577.000000 Penalty: 5337.363770
	Iteration 47F: 3 clusters Score -8781577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -776339.250000 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -776339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -772308.812500 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -772308.8 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -773123.312500 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -773123.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -773333.750000 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -773333.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -773480.312500 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -773480.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -773590.625000 Penalty: 4137.575684
	Iteration 4Q: 3 clusters Score -773590.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -773699.750000 Penalty: 4137.575684
	Iteration 5Q: 3 clusters Score -773699.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -773801.500000 Penalty: 4137.575684
	Iteration 6Q: 3 clusters Score -773801.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -773890.000000 Penalty: 4137.575684
	Iteration 7Q: 3 clusters Score -773890 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -773968.812500 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -773968.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -774041.937500 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -774041.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -774136.937500 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -774136.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -774236.375000 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -774236.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -774336.750000 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -774336.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -774436.125000 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -774436.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -774522.000000 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -774522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -774597.562500 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -774597.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -774660.250000 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -774660.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -774700.250000 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -774700.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -774746.500000 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -774746.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -774784.250000 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -774784.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -774811.937500 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -774811.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -774827.312500 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -774827.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -774840.375000 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -774840.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -774851.625000 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -774851.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -774858.125000 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -774858.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -774869.937500 Penalty: 4137.575684
	Iteration 25Q: 3 clusters Score -774869.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -774881.437500 Penalty: 4137.575684
	Iteration 26Q: 3 clusters Score -774881.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -774891.312500 Penalty: 4137.575684
	Iteration 27Q: 3 clusters Score -774891.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -774900.375000 Penalty: 4137.575684
	Iteration 28Q: 3 clusters Score -774900.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -774910.312500 Penalty: 4137.575684
	Iteration 29Q: 3 clusters Score -774910.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -774913.875000 Penalty: 4137.575684
	Iteration 30Q: 3 clusters Score -774913.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -774921.750000 Penalty: 4137.575684
	Iteration 31Q: 3 clusters Score -774921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -774925.312500 Penalty: 4137.575684
	Iteration 32Q: 3 clusters Score -774925.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -774925.250000 Penalty: 4137.575684
	Iteration 33Q: 3 clusters Score -774925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -774929.062500 Penalty: 4137.575684
	Iteration 34Q: 3 clusters Score -774929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -774930.312500 Penalty: 4137.575684
	Iteration 35Q: 3 clusters Score -774930.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -774933.187500 Penalty: 4137.575684
	Iteration 36Q: 3 clusters Score -774933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -774936.000000 Penalty: 4137.575684
	Iteration 37Q: 3 clusters Score -774936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -774938.625000 Penalty: 4137.575684
	Iteration 38Q: 3 clusters Score -774938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -774940.312500 Penalty: 4137.575684
	Iteration 39Q: 3 clusters Score -774940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -774940.625000 Penalty: 4137.575684
	Iteration 40F: 3 clusters Score -774940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -774941.625000 Penalty: 4137.575684
	Iteration 41Q: 3 clusters Score -774941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -774942.187500 Penalty: 4137.575684
	Iteration 42Q: 3 clusters Score -774942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -774943.437500 Penalty: 4137.575684
	Iteration 43Q: 3 clusters Score -774943.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -774945.937500 Penalty: 4137.575684
	Iteration 44Q: 3 clusters Score -774945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -774945.687500 Penalty: 4137.575684
	Iteration 45Q: 3 clusters Score -774945.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -774945.687500 Penalty: 4137.575684
	Iteration 46F: 3 clusters Score -774945.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Entering Unmasked Estep 
Score: -9288897.000000 Penalty: 2681.747559
	Iteration 0F: 2 clusters Score -9288897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -9257314.000000 Penalty: 5363.495117
	Iteration 0F: 3 clusters Score -9257314 nChanged 23142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -9270290.000000 Penalty: 5363.495117
	Iteration 1F: 3 clusters Score -9270290 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -9270932.000000 Penalty: 5363.495117
	Iteration 2Q: 3 clusters Score -9270932 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -9271503.000000 Penalty: 5363.495117
	Iteration 3Q: 3 clusters Score -9271503 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -9272273.000000 Penalty: 5363.495117
	Iteration 4Q: 3 clusters Score -9272273 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -9273208.000000 Penalty: 5363.495117
	Iteration 5Q: 3 clusters Score -9273208 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -9274644.000000 Penalty: 5363.495117
	Iteration 6Q: 3 clusters Score -9274644 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -9276595.000000 Penalty: 5363.495117
	Iteration 7F: 3 clusters Score -9276595 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -9278696.000000 Penalty: 5363.495117
	Iteration 8F: 3 clusters Score -9278696 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -9280785.000000 Penalty: 5363.495117
	Iteration 9Q: 3 clusters Score -9280785 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -9282521.000000 Penalty: 5363.495117
	Iteration 10Q: 3 clusters Score -9282521 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -9283743.000000 Penalty: 5363.495117
	Iteration 11Q: 3 clusters Score -9283743 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -9284444.000000 Penalty: 5363.495117
	Iteration 12Q: 3 clusters Score -9284444 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -9285062.000000 Penalty: 5363.495117
	Iteration 13Q: 3 clusters Score -9285062 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -9285494.000000 Penalty: 5363.495117
	Iteration 14Q: 3 clusters Score -9285494 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -9285959.000000 Penalty: 5363.495117
	Iteration 15Q: 3 clusters Score -9285959 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -9286255.000000 Penalty: 5363.495117
	Iteration 16Q: 3 clusters Score -9286255 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -9286485.000000 Penalty: 5363.495117
	Iteration 17Q: 3 clusters Score -9286485 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -9286686.000000 Penalty: 5363.495117
	Iteration 18Q: 3 clusters Score -9286686 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -9286876.000000 Penalty: 5363.495117
	Iteration 19Q: 3 clusters Score -9286876 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -9287015.000000 Penalty: 5363.495117
	Iteration 20F: 3 clusters Score -9287015 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -9287083.000000 Penalty: 5363.495117
	Iteration 21Q: 3 clusters Score -9287083 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -9287130.000000 Penalty: 5363.495117
	Iteration 22Q: 3 clusters Score -9287130 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -9287165.000000 Penalty: 5363.495117
	Iteration 23Q: 3 clusters Score -9287165 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -9287203.000000 Penalty: 5363.495117
	Iteration 24Q: 3 clusters Score -9287203 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -9287200.000000 Penalty: 5363.495117
	Iteration 25Q: 3 clusters Score -9287200 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -9287164.000000 Penalty: 5363.495117
	Iteration 26Q: 3 clusters Score -9287164 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -9287195.000000 Penalty: 5363.495117
	Iteration 27Q: 3 clusters Score -9287195 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -9287163.000000 Penalty: 5363.495117
	Iteration 28Q: 3 clusters Score -9287163 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -9287219.000000 Penalty: 5363.495117
	Iteration 29Q: 3 clusters Score -9287219 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -9287227.000000 Penalty: 5363.495117
	Iteration 30Q: 3 clusters Score -9287227 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -9287204.000000 Penalty: 5363.495117
	Iteration 31Q: 3 clusters Score -9287204 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -9287242.000000 Penalty: 5363.495117
	Iteration 32Q: 3 clusters Score -9287242 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -9287272.000000 Penalty: 5363.495117
	Iteration 33Q: 3 clusters Score -9287272 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -9287245.000000 Penalty: 5363.495117
	Iteration 34Q: 3 clusters Score -9287245 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -9287289.000000 Penalty: 5363.495117
	Iteration 35Q: 3 clusters Score -9287289 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -9287285.000000 Penalty: 5363.495117
	Iteration 36Q: 3 clusters Score -9287285 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -9287264.000000 Penalty: 5363.495117
	Iteration 37Q: 3 clusters Score -9287264 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -9287253.000000 Penalty: 5363.495117
	Iteration 38Q: 3 clusters Score -9287253 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -9287231.000000 Penalty: 5363.495117
	Iteration 39Q: 3 clusters Score -9287231 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -9287274.000000 Penalty: 5363.495117
	Iteration 40F: 3 clusters Score -9287274 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -9287226.000000 Penalty: 5363.495117
	Iteration 41Q: 3 clusters Score -9287226 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -9287261.000000 Penalty: 5363.495117
	Iteration 42Q: 3 clusters Score -9287261 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -9287266.000000 Penalty: 5363.495117
	Iteration 43Q: 3 clusters Score -9287266 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -9287235.000000 Penalty: 5363.495117
	Iteration 44Q: 3 clusters Score -9287235 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -9287249.000000 Penalty: 5363.495117
	Iteration 45Q: 3 clusters Score -9287249 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -9287287.000000 Penalty: 5363.495117
	Iteration 46Q: 3 clusters Score -9287287 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -9287263.000000 Penalty: 5363.495117
	Iteration 47Q: 3 clusters Score -9287263 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -9287264.000000 Penalty: 5363.495117
	Iteration 48Q: 3 clusters Score -9287264 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -9287281.000000 Penalty: 5363.495117
	Iteration 49Q: 3 clusters Score -9287281 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -9287268.000000 Penalty: 5363.495117
	Iteration 50Q: 3 clusters Score -9287268 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -9287284.000000 Penalty: 5363.495117
	Iteration 51Q: 3 clusters Score -9287284 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -9287286.000000 Penalty: 5363.495117
	Iteration 52Q: 3 clusters Score -9287286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -9287310.000000 Penalty: 5363.495117
	Iteration 53Q: 3 clusters Score -9287310 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -9287281.000000 Penalty: 5363.495117
	Iteration 54Q: 3 clusters Score -9287281 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -9287303.000000 Penalty: 5363.495117
	Iteration 55Q: 3 clusters Score -9287303 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -9287299.000000 Penalty: 5363.495117
	Iteration 56Q: 3 clusters Score -9287299 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -9287296.000000 Penalty: 5363.495117
	Iteration 57Q: 3 clusters Score -9287296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -9287315.000000 Penalty: 5363.495117
	Iteration 58Q: 3 clusters Score -9287315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -9287306.000000 Penalty: 5363.495117
	Iteration 59Q: 3 clusters Score -9287306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -9287312.000000 Penalty: 5363.495117
	Iteration 60F: 3 clusters Score -9287312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -9287312.000000 Penalty: 5363.495117
	Iteration 61Q: 3 clusters Score -9287312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -9287313.000000 Penalty: 5363.495117
	Iteration 62Q: 3 clusters Score -9287313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -9287297.000000 Penalty: 5363.495117
	Iteration 63Q: 3 clusters Score -9287297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -9287319.000000 Penalty: 5363.495117
	Iteration 64Q: 3 clusters Score -9287319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -9287316.000000 Penalty: 5363.495117
	Iteration 65Q: 3 clusters Score -9287316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -9287297.000000 Penalty: 5363.495117
	Iteration 66Q: 3 clusters Score -9287297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -9287302.000000 Penalty: 5363.495117
	Iteration 67Q: 3 clusters Score -9287302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -9287303.000000 Penalty: 5363.495117
	Iteration 68Q: 3 clusters Score -9287303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -9287296.000000 Penalty: 5363.495117
	Iteration 69Q: 3 clusters Score -9287296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -9287305.000000 Penalty: 5363.495117
	Iteration 70Q: 3 clusters Score -9287305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -9287307.000000 Penalty: 5363.495117
	Iteration 71Q: 3 clusters Score -9287307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -9287301.000000 Penalty: 5363.495117
	Iteration 72Q: 3 clusters Score -9287301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -9287305.000000 Penalty: 5363.495117
	Iteration 73Q: 3 clusters Score -9287305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -9287297.000000 Penalty: 5363.495117
	Iteration 74Q: 3 clusters Score -9287297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -9287293.000000 Penalty: 5363.495117
	Iteration 75Q: 3 clusters Score -9287293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -9287296.000000 Penalty: 5363.495117
	Iteration 76Q: 3 clusters Score -9287296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -9287292.000000 Penalty: 5363.495117
	Iteration 77Q: 3 clusters Score -9287292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -9287303.000000 Penalty: 5363.495117
	Iteration 78Q: 3 clusters Score -9287303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -9287303.000000 Penalty: 5363.495117
	Iteration 79F: 3 clusters Score -9287303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Entering Unmasked Estep 
Score: -8384955.000000 Penalty: 2658.044922
	Iteration 0F: 2 clusters Score -8384955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -8354689.000000 Penalty: 5316.089844
	Iteration 0F: 3 clusters Score -8354689 nChanged 20929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -8366157.500000 Penalty: 5316.089844
	Iteration 1F: 3 clusters Score -8366158 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -8366698.500000 Penalty: 5316.089844
	Iteration 2Q: 3 clusters Score -8366698 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -8367255.000000 Penalty: 5316.089844
	Iteration 3Q: 3 clusters Score -8367255 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -8367735.500000 Penalty: 5316.089844
	Iteration 4Q: 3 clusters Score -8367736 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -8368319.000000 Penalty: 5316.089844
	Iteration 5Q: 3 clusters Score -8368319 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -8369161.000000 Penalty: 5316.089844
	Iteration 6Q: 3 clusters Score -8369161 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -8370371.500000 Penalty: 5316.089844
	Iteration 7Q: 3 clusters Score -8370372 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -8372123.500000 Penalty: 5316.089844
	Iteration 8F: 3 clusters Score -8372124 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -8374553.000000 Penalty: 5316.089844
	Iteration 9F: 3 clusters Score -8374553 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -8377194.500000 Penalty: 5316.089844
	Iteration 10F: 3 clusters Score -8377194 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -8379303.500000 Penalty: 5316.089844
	Iteration 11F: 3 clusters Score -8379304 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -8380822.500000 Penalty: 5316.089844
	Iteration 12Q: 3 clusters Score -8380822 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8381707.000000 Penalty: 5316.089844
	Iteration 13Q: 3 clusters Score -8381707 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -8382139.000000 Penalty: 5316.089844
	Iteration 14Q: 3 clusters Score -8382139 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -8382365.500000 Penalty: 5316.089844
	Iteration 15Q: 3 clusters Score -8382366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -8382453.000000 Penalty: 5316.089844
	Iteration 16Q: 3 clusters Score -8382453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -8382502.000000 Penalty: 5316.089844
	Iteration 17Q: 3 clusters Score -8382502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -8382535.000000 Penalty: 5316.089844
	Iteration 18Q: 3 clusters Score -8382535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -8382545.000000 Penalty: 5316.089844
	Iteration 19Q: 3 clusters Score -8382545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -8382560.500000 Penalty: 5316.089844
	Iteration 20F: 3 clusters Score -8382560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -8382583.000000 Penalty: 5316.089844
	Iteration 21Q: 3 clusters Score -8382583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -8382595.000000 Penalty: 5316.089844
	Iteration 22Q: 3 clusters Score -8382595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -8382603.500000 Penalty: 5316.089844
	Iteration 23Q: 3 clusters Score -8382604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8382613.000000 Penalty: 5316.089844
	Iteration 24Q: 3 clusters Score -8382613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -8382617.500000 Penalty: 5316.089844
	Iteration 25Q: 3 clusters Score -8382618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -8382616.500000 Penalty: 5316.089844
	Iteration 26Q: 3 clusters Score -8382616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -8382627.500000 Penalty: 5316.089844
	Iteration 27Q: 3 clusters Score -8382628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -8382641.500000 Penalty: 5316.089844
	Iteration 28Q: 3 clusters Score -8382642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -8382649.000000 Penalty: 5316.089844
	Iteration 29Q: 3 clusters Score -8382649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -8382638.500000 Penalty: 5316.089844
	Iteration 30Q: 3 clusters Score -8382638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -8382650.000000 Penalty: 5316.089844
	Iteration 31Q: 3 clusters Score -8382650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8382651.500000 Penalty: 5316.089844
	Iteration 32Q: 3 clusters Score -8382652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -8382656.500000 Penalty: 5316.089844
	Iteration 33Q: 3 clusters Score -8382656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -8382661.500000 Penalty: 5316.089844
	Iteration 34Q: 3 clusters Score -8382662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -8382666.000000 Penalty: 5316.089844
	Iteration 35Q: 3 clusters Score -8382666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -8382662.000000 Penalty: 5316.089844
	Iteration 36Q: 3 clusters Score -8382662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -8382661.500000 Penalty: 5316.089844
	Iteration 37Q: 3 clusters Score -8382662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -8382661.500000 Penalty: 5316.089844
	Iteration 38F: 3 clusters Score -8382662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -90983.914062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -90983.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89421.445312 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -89421.45 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -89911.921875 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -89911.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90152.796875 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -90152.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90355.750000 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -90355.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90483.984375 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -90483.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90547.414062 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -90547.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90598.210938 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -90598.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90637.382812 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -90637.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90655.609375 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -90655.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90674.117188 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -90674.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90695.453125 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -90695.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90708.476562 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -90708.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90741.960938 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -90741.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90767.992188 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -90767.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90781.968750 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -90781.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90782.375000 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -90782.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90782.375000 Penalty: 3250.750977
	Iteration 16F: 3 clusters Score -90782.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Entering Unmasked Estep 
Score: -9245178.000000 Penalty: 2681.097900
	Iteration 0F: 2 clusters Score -9245178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -9213248.000000 Penalty: 5362.195801
	Iteration 0F: 3 clusters Score -9213248 nChanged 22829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -9225555.000000 Penalty: 5362.195801
	Iteration 1F: 3 clusters Score -9225555 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -9226109.000000 Penalty: 5362.195801
	Iteration 2Q: 3 clusters Score -9226109 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -9226683.000000 Penalty: 5362.195801
	Iteration 3Q: 3 clusters Score -9226683 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -9227425.000000 Penalty: 5362.195801
	Iteration 4Q: 3 clusters Score -9227425 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -9228337.000000 Penalty: 5362.195801
	Iteration 5Q: 3 clusters Score -9228337 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -9229634.000000 Penalty: 5362.195801
	Iteration 6F: 3 clusters Score -9229634 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -9231512.000000 Penalty: 5362.195801
	Iteration 7F: 3 clusters Score -9231512 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -9233919.000000 Penalty: 5362.195801
	Iteration 8F: 3 clusters Score -9233919 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -9237102.000000 Penalty: 5362.195801
	Iteration 9F: 3 clusters Score -9237102 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -9240027.000000 Penalty: 5362.195801
	Iteration 10F: 3 clusters Score -9240027 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -9241770.000000 Penalty: 5362.195801
	Iteration 11Q: 3 clusters Score -9241770 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -9242450.000000 Penalty: 5362.195801
	Iteration 12Q: 3 clusters Score -9242450 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -9242883.000000 Penalty: 5362.195801
	Iteration 13Q: 3 clusters Score -9242883 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -9243151.000000 Penalty: 5362.195801
	Iteration 14Q: 3 clusters Score -9243151 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -9243281.000000 Penalty: 5362.195801
	Iteration 15Q: 3 clusters Score -9243281 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -9243434.000000 Penalty: 5362.195801
	Iteration 16Q: 3 clusters Score -9243434 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -9243478.000000 Penalty: 5362.195801
	Iteration 17Q: 3 clusters Score -9243478 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -9243571.000000 Penalty: 5362.195801
	Iteration 18Q: 3 clusters Score -9243571 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -9243693.000000 Penalty: 5362.195801
	Iteration 19Q: 3 clusters Score -9243693 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -9243763.000000 Penalty: 5362.195801
	Iteration 20F: 3 clusters Score -9243763 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -9243789.000000 Penalty: 5362.195801
	Iteration 21Q: 3 clusters Score -9243789 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -9243815.000000 Penalty: 5362.195801
	Iteration 22Q: 3 clusters Score -9243815 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -9243840.000000 Penalty: 5362.195801
	Iteration 23Q: 3 clusters Score -9243840 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -9243888.000000 Penalty: 5362.195801
	Iteration 24Q: 3 clusters Score -9243888 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -9243900.000000 Penalty: 5362.195801
	Iteration 25Q: 3 clusters Score -9243900 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -9243908.000000 Penalty: 5362.195801
	Iteration 26Q: 3 clusters Score -9243908 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -9243957.000000 Penalty: 5362.195801
	Iteration 27Q: 3 clusters Score -9243957 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -9243996.000000 Penalty: 5362.195801
	Iteration 28Q: 3 clusters Score -9243996 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -9244015.000000 Penalty: 5362.195801
	Iteration 29Q: 3 clusters Score -9244015 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -9244042.000000 Penalty: 5362.195801
	Iteration 30Q: 3 clusters Score -9244042 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -9244000.000000 Penalty: 5362.195801
	Iteration 31Q: 3 clusters Score -9244000 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -9243971.000000 Penalty: 5362.195801
	Iteration 32Q: 3 clusters Score -9243971 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -9243961.000000 Penalty: 5362.195801
	Iteration 33Q: 3 clusters Score -9243961 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -9243956.000000 Penalty: 5362.195801
	Iteration 34Q: 3 clusters Score -9243956 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -9244030.000000 Penalty: 5362.195801
	Iteration 35Q: 3 clusters Score -9244030 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -9244026.000000 Penalty: 5362.195801
	Iteration 36Q: 3 clusters Score -9244026 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -9244047.000000 Penalty: 5362.195801
	Iteration 37Q: 3 clusters Score -9244047 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -9244029.000000 Penalty: 5362.195801
	Iteration 38Q: 3 clusters Score -9244029 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -9244034.000000 Penalty: 5362.195801
	Iteration 39Q: 3 clusters Score -9244034 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -9244039.000000 Penalty: 5362.195801
	Iteration 40F: 3 clusters Score -9244039 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -9244066.000000 Penalty: 5362.195801
	Iteration 41Q: 3 clusters Score -9244066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9244071.000000 Penalty: 5362.195801
	Iteration 42Q: 3 clusters Score -9244071 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -9244070.000000 Penalty: 5362.195801
	Iteration 43Q: 3 clusters Score -9244070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -9244078.000000 Penalty: 5362.195801
	Iteration 44Q: 3 clusters Score -9244078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -9244070.000000 Penalty: 5362.195801
	Iteration 45Q: 3 clusters Score -9244070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -9244076.000000 Penalty: 5362.195801
	Iteration 46Q: 3 clusters Score -9244076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -9244084.000000 Penalty: 5362.195801
	Iteration 47Q: 3 clusters Score -9244084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9244086.000000 Penalty: 5362.195801
	Iteration 48Q: 3 clusters Score -9244086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -9244102.000000 Penalty: 5362.195801
	Iteration 49Q: 3 clusters Score -9244102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -9244097.000000 Penalty: 5362.195801
	Iteration 50Q: 3 clusters Score -9244097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -9244103.000000 Penalty: 5362.195801
	Iteration 51Q: 3 clusters Score -9244103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -9244093.000000 Penalty: 5362.195801
	Iteration 52Q: 3 clusters Score -9244093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9244106.000000 Penalty: 5362.195801
	Iteration 53Q: 3 clusters Score -9244106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -9244096.000000 Penalty: 5362.195801
	Iteration 54Q: 3 clusters Score -9244096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9244092.000000 Penalty: 5362.195801
	Iteration 55Q: 3 clusters Score -9244092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9244094.000000 Penalty: 5362.195801
	Iteration 56Q: 3 clusters Score -9244094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -9244086.000000 Penalty: 5362.195801
	Iteration 57Q: 3 clusters Score -9244086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9244094.000000 Penalty: 5362.195801
	Iteration 58Q: 3 clusters Score -9244094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -9244102.000000 Penalty: 5362.195801
	Iteration 59Q: 3 clusters Score -9244102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -9244095.000000 Penalty: 5362.195801
	Iteration 60F: 3 clusters Score -9244095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9244096.000000 Penalty: 5362.195801
	Iteration 61Q: 3 clusters Score -9244096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9244098.000000 Penalty: 5362.195801
	Iteration 62Q: 3 clusters Score -9244098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -9244096.000000 Penalty: 5362.195801
	Iteration 63Q: 3 clusters Score -9244096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -9244098.000000 Penalty: 5362.195801
	Iteration 64Q: 3 clusters Score -9244098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -9244096.000000 Penalty: 5362.195801
	Iteration 65Q: 3 clusters Score -9244096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9244097.000000 Penalty: 5362.195801
	Iteration 66Q: 3 clusters Score -9244097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -9244089.000000 Penalty: 5362.195801
	Iteration 67Q: 3 clusters Score -9244089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -9244087.000000 Penalty: 5362.195801
	Iteration 68Q: 3 clusters Score -9244087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -9244089.000000 Penalty: 5362.195801
	Iteration 69Q: 3 clusters Score -9244089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -9244097.000000 Penalty: 5362.195801
	Iteration 70Q: 3 clusters Score -9244097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -9244091.000000 Penalty: 5362.195801
	Iteration 71Q: 3 clusters Score -9244091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9244079.000000 Penalty: 5362.195801
	Iteration 72Q: 3 clusters Score -9244079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9244091.000000 Penalty: 5362.195801
	Iteration 73Q: 3 clusters Score -9244091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9244069.000000 Penalty: 5362.195801
	Iteration 74Q: 3 clusters Score -9244069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9244072.000000 Penalty: 5362.195801
	Iteration 75Q: 3 clusters Score -9244072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -9244075.000000 Penalty: 5362.195801
	Iteration 76Q: 3 clusters Score -9244075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9244067.000000 Penalty: 5362.195801
	Iteration 77Q: 3 clusters Score -9244067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -9244070.000000 Penalty: 5362.195801
	Iteration 78Q: 3 clusters Score -9244070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -9244071.000000 Penalty: 5362.195801
	Iteration 79Q: 3 clusters Score -9244071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -9244068.000000 Penalty: 5362.195801
	Iteration 80F: 3 clusters Score -9244068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9244068.000000 Penalty: 5362.195801
	Iteration 81Q: 3 clusters Score -9244068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -9244070.000000 Penalty: 5362.195801
	Iteration 82Q: 3 clusters Score -9244070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -9244070.000000 Penalty: 5362.195801
	Iteration 83F: 3 clusters Score -9244070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -130498.898438 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -130498.9 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 432 members 
Entering Unmasked Estep 
Score: -128765.601562 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -128765.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -129149.054688 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -129149.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -129265.093750 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -129265.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -129331.109375 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -129331.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -129368.289062 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -129368.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -129412.765625 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -129412.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -129464.929688 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -129464.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -129552.523438 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -129552.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -129621.421875 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -129621.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -129747.210938 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -129747.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -129925.570312 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -129925.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -130198.945312 Penalty: 3361.147461
	Iteration 11F: 3 clusters Score -130198.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -130583.156250 Penalty: 3361.147461
	Iteration 12F: 3 clusters Score -130583.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -130903.906250 Penalty: 3361.147461
	Iteration 13F: 3 clusters Score -130903.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -131174.656250 Penalty: 3361.147461
	Iteration 14F: 3 clusters Score -131174.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -131268.000000 Penalty: 3361.147461
	Iteration 15Q: 3 clusters Score -131268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -131333.484375 Penalty: 3361.147461
	Iteration 16Q: 3 clusters Score -131333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -131355.500000 Penalty: 3361.147461
	Iteration 17Q: 3 clusters Score -131355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -131363.468750 Penalty: 3361.147461
	Iteration 18Q: 3 clusters Score -131363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -131363.468750 Penalty: 3361.147461
	Iteration 19F: 3 clusters Score -131363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28638 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36343 members 
Mstep: Class 5 contains 42569 members 
Mstep: Class 6 contains 37087 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 47137 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 49687 members 
Mstep: Class 11 contains 45158 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49557 members 
Mstep: Class 14 contains 372 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13489 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49069 members 
Mstep: Class 23 contains 50372 members 
Mstep: Class 24 contains 49763 members 
Mstep: Class 25 contains 52923 members 
Mstep: Class 26 contains 505 members 
Entering Unmasked Estep 
Score: -110189504.000000 Penalty: 85816.687500
Splitting cluster 14 changes total score from -110190640.000000 to -110189504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -615931.562500 Penalty: 2009.666626
	Iteration 0F: 2 clusters Score -615931.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -612436.750000 Penalty: 4019.333252
	Iteration 0F: 3 clusters Score -612436.8 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -613211.625000 Penalty: 4019.333252
	Iteration 1F: 3 clusters Score -613211.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -613410.750000 Penalty: 4019.333252
	Iteration 2F: 3 clusters Score -613410.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -613502.062500 Penalty: 4019.333252
	Iteration 3Q: 3 clusters Score -613502.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -613558.562500 Penalty: 4019.333252
	Iteration 4Q: 3 clusters Score -613558.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -613589.187500 Penalty: 4019.333252
	Iteration 5Q: 3 clusters Score -613589.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -613616.937500 Penalty: 4019.333252
	Iteration 6Q: 3 clusters Score -613616.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -613634.875000 Penalty: 4019.333252
	Iteration 7Q: 3 clusters Score -613634.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -613650.250000 Penalty: 4019.333252
	Iteration 8Q: 3 clusters Score -613650.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -613667.125000 Penalty: 4019.333252
	Iteration 9Q: 3 clusters Score -613667.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -613682.125000 Penalty: 4019.333252
	Iteration 10Q: 3 clusters Score -613682.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -613699.000000 Penalty: 4019.333252
	Iteration 11Q: 3 clusters Score -613699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -613708.625000 Penalty: 4019.333252
	Iteration 12Q: 3 clusters Score -613708.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -613715.562500 Penalty: 4019.333252
	Iteration 13Q: 3 clusters Score -613715.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -613723.187500 Penalty: 4019.333252
	Iteration 14Q: 3 clusters Score -613723.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -613729.625000 Penalty: 4019.333252
	Iteration 15Q: 3 clusters Score -613729.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -613731.687500 Penalty: 4019.333252
	Iteration 16Q: 3 clusters Score -613731.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -613736.750000 Penalty: 4019.333252
	Iteration 17Q: 3 clusters Score -613736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -613740.187500 Penalty: 4019.333252
	Iteration 18Q: 3 clusters Score -613740.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -613747.437500 Penalty: 4019.333252
	Iteration 19Q: 3 clusters Score -613747.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -613753.687500 Penalty: 4019.333252
	Iteration 20F: 3 clusters Score -613753.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -613760.750000 Penalty: 4019.333252
	Iteration 21Q: 3 clusters Score -613760.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -613767.625000 Penalty: 4019.333252
	Iteration 22Q: 3 clusters Score -613767.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -613775.625000 Penalty: 4019.333252
	Iteration 23Q: 3 clusters Score -613775.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -613782.000000 Penalty: 4019.333252
	Iteration 24Q: 3 clusters Score -613782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -613788.875000 Penalty: 4019.333252
	Iteration 25Q: 3 clusters Score -613788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -613792.812500 Penalty: 4019.333252
	Iteration 26Q: 3 clusters Score -613792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -613794.562500 Penalty: 4019.333252
	Iteration 27Q: 3 clusters Score -613794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -613797.812500 Penalty: 4019.333252
	Iteration 28Q: 3 clusters Score -613797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -613799.437500 Penalty: 4019.333252
	Iteration 29Q: 3 clusters Score -613799.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -613799.687500 Penalty: 4019.333252
	Iteration 30Q: 3 clusters Score -613799.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -613800.937500 Penalty: 4019.333252
	Iteration 31Q: 3 clusters Score -613800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -613803.562500 Penalty: 4019.333252
	Iteration 32Q: 3 clusters Score -613803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -613805.062500 Penalty: 4019.333252
	Iteration 33Q: 3 clusters Score -613805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -613806.125000 Penalty: 4019.333252
	Iteration 34Q: 3 clusters Score -613806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -613807.250000 Penalty: 4019.333252
	Iteration 35Q: 3 clusters Score -613807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -613808.937500 Penalty: 4019.333252
	Iteration 36Q: 3 clusters Score -613808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -613808.437500 Penalty: 4019.333252
	Iteration 37Q: 3 clusters Score -613808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -613809.875000 Penalty: 4019.333252
	Iteration 38Q: 3 clusters Score -613809.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -613812.000000 Penalty: 4019.333252
	Iteration 39Q: 3 clusters Score -613812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -613812.875000 Penalty: 4019.333252
	Iteration 40F: 3 clusters Score -613812.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -613812.937500 Penalty: 4019.333252
	Iteration 41Q: 3 clusters Score -613812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -613813.000000 Penalty: 4019.333252
	Iteration 42Q: 3 clusters Score -613813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -613813.000000 Penalty: 4019.333252
	Iteration 43F: 3 clusters Score -613813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -206123.437500 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -206123.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -204006.468750 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -204006.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -204308.312500 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -204308.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -204389.859375 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -204389.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -204461.703125 Penalty: 3542.450195
	Iteration 3Q: 3 clusters Score -204461.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -204527.109375 Penalty: 3542.450195
	Iteration 4Q: 3 clusters Score -204527.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -204563.859375 Penalty: 3542.450195
	Iteration 5Q: 3 clusters Score -204563.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -204592.859375 Penalty: 3542.450195
	Iteration 6Q: 3 clusters Score -204592.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -204613.578125 Penalty: 3542.450195
	Iteration 7Q: 3 clusters Score -204613.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -204640.296875 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -204640.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -204657.109375 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -204657.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -204669.218750 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -204669.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -204684.171875 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -204684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -204691.625000 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -204691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -204703.718750 Penalty: 3542.450195
	Iteration 13Q: 3 clusters Score -204703.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -204731.781250 Penalty: 3542.450195
	Iteration 14Q: 3 clusters Score -204731.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -204768.953125 Penalty: 3542.450195
	Iteration 15Q: 3 clusters Score -204769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -204802.296875 Penalty: 3542.450195
	Iteration 16Q: 3 clusters Score -204802.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -204823.046875 Penalty: 3542.450195
	Iteration 17Q: 3 clusters Score -204823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -204842.406250 Penalty: 3542.450195
	Iteration 18Q: 3 clusters Score -204842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -204858.812500 Penalty: 3542.450195
	Iteration 19Q: 3 clusters Score -204858.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -204883.671875 Penalty: 3542.450195
	Iteration 20F: 3 clusters Score -204883.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -204912.062500 Penalty: 3542.450195
	Iteration 21Q: 3 clusters Score -204912.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -204931.453125 Penalty: 3542.450195
	Iteration 22Q: 3 clusters Score -204931.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -204944.015625 Penalty: 3542.450195
	Iteration 23Q: 3 clusters Score -204944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -204954.093750 Penalty: 3542.450195
	Iteration 24Q: 3 clusters Score -204954.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -204978.921875 Penalty: 3542.450195
	Iteration 25Q: 3 clusters Score -204978.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -205011.390625 Penalty: 3542.450195
	Iteration 26Q: 3 clusters Score -205011.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -205025.859375 Penalty: 3542.450195
	Iteration 27Q: 3 clusters Score -205025.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -205041.468750 Penalty: 3542.450195
	Iteration 28Q: 3 clusters Score -205041.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -205048.015625 Penalty: 3542.450195
	Iteration 29Q: 3 clusters Score -205048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -205052.109375 Penalty: 3542.450195
	Iteration 30Q: 3 clusters Score -205052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -205053.781250 Penalty: 3542.450195
	Iteration 31Q: 3 clusters Score -205053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -205055.234375 Penalty: 3542.450195
	Iteration 32Q: 3 clusters Score -205055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -205056.187500 Penalty: 3542.450195
	Iteration 33Q: 3 clusters Score -205056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -205056.187500 Penalty: 3542.450195
	Iteration 34F: 3 clusters Score -205056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Entering Unmasked Estep 
Score: -2515035.750000 Penalty: 2358.388184
	Iteration 0F: 2 clusters Score -2515036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2505187.500000 Penalty: 4716.776367
	Iteration 0F: 3 clusters Score -2505188 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2508173.750000 Penalty: 4716.776367
	Iteration 1F: 3 clusters Score -2508174 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2508612.250000 Penalty: 4716.776367
	Iteration 2F: 3 clusters Score -2508612 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2508979.500000 Penalty: 4716.776367
	Iteration 3F: 3 clusters Score -2508980 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2509438.500000 Penalty: 4716.776367
	Iteration 4F: 3 clusters Score -2509438 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2509966.000000 Penalty: 4716.776367
	Iteration 5F: 3 clusters Score -2509966 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2510559.000000 Penalty: 4716.776367
	Iteration 6F: 3 clusters Score -2510559 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2511234.250000 Penalty: 4716.776367
	Iteration 7F: 3 clusters Score -2511234 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2511804.000000 Penalty: 4716.776367
	Iteration 8Q: 3 clusters Score -2511804 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2512232.250000 Penalty: 4716.776367
	Iteration 9Q: 3 clusters Score -2512232 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2512504.750000 Penalty: 4716.776367
	Iteration 10Q: 3 clusters Score -2512505 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2512691.500000 Penalty: 4716.776367
	Iteration 11Q: 3 clusters Score -2512692 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2512796.750000 Penalty: 4716.776367
	Iteration 12Q: 3 clusters Score -2512797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2512846.000000 Penalty: 4716.776367
	Iteration 13Q: 3 clusters Score -2512846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2512876.750000 Penalty: 4716.776367
	Iteration 14Q: 3 clusters Score -2512877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2512892.500000 Penalty: 4716.776367
	Iteration 15Q: 3 clusters Score -2512892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2512910.250000 Penalty: 4716.776367
	Iteration 16Q: 3 clusters Score -2512910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2512924.750000 Penalty: 4716.776367
	Iteration 17Q: 3 clusters Score -2512925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2512932.750000 Penalty: 4716.776367
	Iteration 18Q: 3 clusters Score -2512933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2512939.250000 Penalty: 4716.776367
	Iteration 19Q: 3 clusters Score -2512939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2512948.000000 Penalty: 4716.776367
	Iteration 20F: 3 clusters Score -2512948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2512952.500000 Penalty: 4716.776367
	Iteration 21Q: 3 clusters Score -2512952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2512960.500000 Penalty: 4716.776367
	Iteration 22Q: 3 clusters Score -2512960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2512966.000000 Penalty: 4716.776367
	Iteration 23Q: 3 clusters Score -2512966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2512974.500000 Penalty: 4716.776367
	Iteration 24Q: 3 clusters Score -2512974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2512983.000000 Penalty: 4716.776367
	Iteration 25Q: 3 clusters Score -2512983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2512985.750000 Penalty: 4716.776367
	Iteration 26Q: 3 clusters Score -2512986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2512989.750000 Penalty: 4716.776367
	Iteration 27Q: 3 clusters Score -2512990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2512994.000000 Penalty: 4716.776367
	Iteration 28Q: 3 clusters Score -2512994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2512994.000000 Penalty: 4716.776367
	Iteration 29F: 3 clusters Score -2512994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -444186.937500 Penalty: 1945.274536
	Iteration 0F: 2 clusters Score -444186.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -441226.125000 Penalty: 3890.549072
	Iteration 0F: 3 clusters Score -441226.1 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -441790.906250 Penalty: 3890.549072
	Iteration 1F: 3 clusters Score -441790.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -441967.750000 Penalty: 3890.549072
	Iteration 2F: 3 clusters Score -441967.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -442089.312500 Penalty: 3890.549072
	Iteration 3F: 3 clusters Score -442089.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -442209.093750 Penalty: 3890.549072
	Iteration 4Q: 3 clusters Score -442209.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -442304.531250 Penalty: 3890.549072
	Iteration 5Q: 3 clusters Score -442304.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -442377.562500 Penalty: 3890.549072
	Iteration 6Q: 3 clusters Score -442377.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -442430.718750 Penalty: 3890.549072
	Iteration 7Q: 3 clusters Score -442430.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -442472.562500 Penalty: 3890.549072
	Iteration 8Q: 3 clusters Score -442472.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -442512.718750 Penalty: 3890.549072
	Iteration 9Q: 3 clusters Score -442512.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -442543.656250 Penalty: 3890.549072
	Iteration 10Q: 3 clusters Score -442543.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -442577.375000 Penalty: 3890.549072
	Iteration 11Q: 3 clusters Score -442577.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -442599.656250 Penalty: 3890.549072
	Iteration 12Q: 3 clusters Score -442599.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -442626.937500 Penalty: 3890.549072
	Iteration 13Q: 3 clusters Score -442626.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -442658.937500 Penalty: 3890.549072
	Iteration 14Q: 3 clusters Score -442658.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -442692.781250 Penalty: 3890.549072
	Iteration 15Q: 3 clusters Score -442692.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -442718.593750 Penalty: 3890.549072
	Iteration 16Q: 3 clusters Score -442718.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -442738.812500 Penalty: 3890.549072
	Iteration 17Q: 3 clusters Score -442738.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -442758.531250 Penalty: 3890.549072
	Iteration 18Q: 3 clusters Score -442758.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -442768.750000 Penalty: 3890.549072
	Iteration 19Q: 3 clusters Score -442768.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -442781.218750 Penalty: 3890.549072
	Iteration 20F: 3 clusters Score -442781.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -442793.156250 Penalty: 3890.549072
	Iteration 21Q: 3 clusters Score -442793.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -442797.968750 Penalty: 3890.549072
	Iteration 22Q: 3 clusters Score -442798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -442802.000000 Penalty: 3890.549072
	Iteration 23Q: 3 clusters Score -442802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -442803.937500 Penalty: 3890.549072
	Iteration 24Q: 3 clusters Score -442803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -442805.906250 Penalty: 3890.549072
	Iteration 25Q: 3 clusters Score -442805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -442807.750000 Penalty: 3890.549072
	Iteration 26Q: 3 clusters Score -442807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -442808.843750 Penalty: 3890.549072
	Iteration 27Q: 3 clusters Score -442808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -442810.343750 Penalty: 3890.549072
	Iteration 28Q: 3 clusters Score -442810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -442810.843750 Penalty: 3890.549072
	Iteration 29Q: 3 clusters Score -442810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -442812.156250 Penalty: 3890.549072
	Iteration 30Q: 3 clusters Score -442812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -442813.531250 Penalty: 3890.549072
	Iteration 31Q: 3 clusters Score -442813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -442816.656250 Penalty: 3890.549072
	Iteration 32Q: 3 clusters Score -442816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -442818.531250 Penalty: 3890.549072
	Iteration 33Q: 3 clusters Score -442818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -442819.906250 Penalty: 3890.549072
	Iteration 34Q: 3 clusters Score -442819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -442820.937500 Penalty: 3890.549072
	Iteration 35Q: 3 clusters Score -442820.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -442821.531250 Penalty: 3890.549072
	Iteration 36Q: 3 clusters Score -442821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -442821.687500 Penalty: 3890.549072
	Iteration 37Q: 3 clusters Score -442821.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -442823.000000 Penalty: 3890.549072
	Iteration 38Q: 3 clusters Score -442823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -442824.312500 Penalty: 3890.549072
	Iteration 39Q: 3 clusters Score -442824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -442825.250000 Penalty: 3890.549072
	Iteration 40F: 3 clusters Score -442825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Entering Unmasked Estep 
Score: -5295465.500000 Penalty: 2545.996582
	Iteration 0F: 2 clusters Score -5295466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -5275718.500000 Penalty: 5091.993164
	Iteration 0F: 3 clusters Score -5275718 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -5282641.000000 Penalty: 5091.993164
	Iteration 1F: 3 clusters Score -5282641 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5283030.500000 Penalty: 5091.993164
	Iteration 2Q: 3 clusters Score -5283030 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -5283298.500000 Penalty: 5091.993164
	Iteration 3Q: 3 clusters Score -5283298 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -5283507.000000 Penalty: 5091.993164
	Iteration 4Q: 3 clusters Score -5283507 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -5283657.000000 Penalty: 5091.993164
	Iteration 5Q: 3 clusters Score -5283657 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -5283775.000000 Penalty: 5091.993164
	Iteration 6Q: 3 clusters Score -5283775 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -5283905.000000 Penalty: 5091.993164
	Iteration 7Q: 3 clusters Score -5283905 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -5284031.000000 Penalty: 5091.993164
	Iteration 8Q: 3 clusters Score -5284031 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -5284170.500000 Penalty: 5091.993164
	Iteration 9Q: 3 clusters Score -5284170 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -5284329.500000 Penalty: 5091.993164
	Iteration 10Q: 3 clusters Score -5284330 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -5284540.500000 Penalty: 5091.993164
	Iteration 11Q: 3 clusters Score -5284540 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -5284828.000000 Penalty: 5091.993164
	Iteration 12Q: 3 clusters Score -5284828 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -5285265.000000 Penalty: 5091.993164
	Iteration 13Q: 3 clusters Score -5285265 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -5285916.000000 Penalty: 5091.993164
	Iteration 14Q: 3 clusters Score -5285916 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -5287003.500000 Penalty: 5091.993164
	Iteration 15F: 3 clusters Score -5287004 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -5288487.000000 Penalty: 5091.993164
	Iteration 16F: 3 clusters Score -5288487 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5290238.500000 Penalty: 5091.993164
	Iteration 17F: 3 clusters Score -5290238 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5291651.500000 Penalty: 5091.993164
	Iteration 18F: 3 clusters Score -5291652 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5292473.500000 Penalty: 5091.993164
	Iteration 19Q: 3 clusters Score -5292474 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5292857.000000 Penalty: 5091.993164
	Iteration 20F: 3 clusters Score -5292857 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5293030.500000 Penalty: 5091.993164
	Iteration 21Q: 3 clusters Score -5293030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5293121.500000 Penalty: 5091.993164
	Iteration 22Q: 3 clusters Score -5293122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5293154.000000 Penalty: 5091.993164
	Iteration 23Q: 3 clusters Score -5293154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5293191.000000 Penalty: 5091.993164
	Iteration 24Q: 3 clusters Score -5293191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5293210.500000 Penalty: 5091.993164
	Iteration 25Q: 3 clusters Score -5293210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5293209.000000 Penalty: 5091.993164
	Iteration 26Q: 3 clusters Score -5293209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5293211.500000 Penalty: 5091.993164
	Iteration 27Q: 3 clusters Score -5293212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5293219.000000 Penalty: 5091.993164
	Iteration 28Q: 3 clusters Score -5293219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5293229.000000 Penalty: 5091.993164
	Iteration 29Q: 3 clusters Score -5293229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5293233.000000 Penalty: 5091.993164
	Iteration 30Q: 3 clusters Score -5293233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5293236.000000 Penalty: 5091.993164
	Iteration 31Q: 3 clusters Score -5293236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5293238.500000 Penalty: 5091.993164
	Iteration 32Q: 3 clusters Score -5293238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5293238.500000 Penalty: 5091.993164
	Iteration 33F: 3 clusters Score -5293238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -77776.375000 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -77776.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -76349.875000 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -76349.88 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76614.398438 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -76614.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76815.078125 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -76815.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76967.039062 Penalty: 3053.861572
	Iteration 3F: 3 clusters Score -76967.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77154.570312 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -77154.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77255.468750 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -77255.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77331.726562 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -77331.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77382.804688 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -77382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77398.890625 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -77398.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77410.226562 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -77410.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77410.226562 Penalty: 3053.861572
	Iteration 10F: 3 clusters Score -77410.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -231522.937500 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -231522.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229418.656250 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -229418.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -230240.312500 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -230240.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -230663.484375 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -230663.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -230911.578125 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -230911.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -231124.859375 Penalty: 3568.068359
	Iteration 4F: 3 clusters Score -231124.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -231312.671875 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -231312.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -231388.250000 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -231388.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -231419.093750 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -231419.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -231439.515625 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -231439.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -231466.531250 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -231466.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -231511.406250 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -231511.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -231597.671875 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -231597.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -231656.296875 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -231656.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -231683.421875 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -231683.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -231693.125000 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -231693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -231699.437500 Penalty: 3568.068359
	Iteration 15Q: 3 clusters Score -231699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -231704.484375 Penalty: 3568.068359
	Iteration 16Q: 3 clusters Score -231704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -231708.484375 Penalty: 3568.068359
	Iteration 17Q: 3 clusters Score -231708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -231718.968750 Penalty: 3568.068359
	Iteration 18Q: 3 clusters Score -231719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -231721.875000 Penalty: 3568.068359
	Iteration 19Q: 3 clusters Score -231721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -231724.062500 Penalty: 3568.068359
	Iteration 20F: 3 clusters Score -231724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28638 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36343 members 
Mstep: Class 5 contains 42569 members 
Mstep: Class 6 contains 37087 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 47137 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 49687 members 
Mstep: Class 11 contains 45158 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49557 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13489 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 49069 members 
Mstep: Class 23 contains 50372 members 
Mstep: Class 24 contains 49763 members 
Mstep: Class 25 contains 52923 members 
Mstep: Class 26 contains 241 members 
Entering Unmasked Estep 
Score: -110189088.000000 Penalty: 85816.687500
Splitting cluster 21 changes total score from -110190640.000000 to -110189088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (49069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Entering Unmasked Estep 
Score: -9178807.000000 Penalty: 2678.643555
	Iteration 0F: 2 clusters Score -9178807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -9147212.000000 Penalty: 5357.287109
	Iteration 0F: 3 clusters Score -9147212 nChanged 22483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -9159794.000000 Penalty: 5357.287109
	Iteration 1F: 3 clusters Score -9159794 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -9160446.000000 Penalty: 5357.287109
	Iteration 2Q: 3 clusters Score -9160446 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -9161140.000000 Penalty: 5357.287109
	Iteration 3Q: 3 clusters Score -9161140 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -9162002.000000 Penalty: 5357.287109
	Iteration 4Q: 3 clusters Score -9162002 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -9163065.000000 Penalty: 5357.287109
	Iteration 5Q: 3 clusters Score -9163065 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -9164403.000000 Penalty: 5357.287109
	Iteration 6F: 3 clusters Score -9164403 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -9166169.000000 Penalty: 5357.287109
	Iteration 7F: 3 clusters Score -9166169 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -9168159.000000 Penalty: 5357.287109
	Iteration 8F: 3 clusters Score -9168159 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -9169700.000000 Penalty: 5357.287109
	Iteration 9F: 3 clusters Score -9169700 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -9170666.000000 Penalty: 5357.287109
	Iteration 10Q: 3 clusters Score -9170666 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -9171149.000000 Penalty: 5357.287109
	Iteration 11Q: 3 clusters Score -9171149 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -9171469.000000 Penalty: 5357.287109
	Iteration 12Q: 3 clusters Score -9171469 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -9171627.000000 Penalty: 5357.287109
	Iteration 13Q: 3 clusters Score -9171627 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -9171809.000000 Penalty: 5357.287109
	Iteration 14Q: 3 clusters Score -9171809 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -9171987.000000 Penalty: 5357.287109
	Iteration 15Q: 3 clusters Score -9171987 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -9172226.000000 Penalty: 5357.287109
	Iteration 16Q: 3 clusters Score -9172226 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -9172543.000000 Penalty: 5357.287109
	Iteration 17Q: 3 clusters Score -9172543 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -9172772.000000 Penalty: 5357.287109
	Iteration 18Q: 3 clusters Score -9172772 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -9173039.000000 Penalty: 5357.287109
	Iteration 19Q: 3 clusters Score -9173039 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -9173245.000000 Penalty: 5357.287109
	Iteration 20F: 3 clusters Score -9173245 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -9173461.000000 Penalty: 5357.287109
	Iteration 21Q: 3 clusters Score -9173461 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -9173629.000000 Penalty: 5357.287109
	Iteration 22Q: 3 clusters Score -9173629 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -9173818.000000 Penalty: 5357.287109
	Iteration 23Q: 3 clusters Score -9173818 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -9173980.000000 Penalty: 5357.287109
	Iteration 24Q: 3 clusters Score -9173980 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -9174221.000000 Penalty: 5357.287109
	Iteration 25Q: 3 clusters Score -9174221 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -9174483.000000 Penalty: 5357.287109
	Iteration 26Q: 3 clusters Score -9174483 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -9174821.000000 Penalty: 5357.287109
	Iteration 27Q: 3 clusters Score -9174821 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -9175179.000000 Penalty: 5357.287109
	Iteration 28Q: 3 clusters Score -9175179 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -9175587.000000 Penalty: 5357.287109
	Iteration 29Q: 3 clusters Score -9175587 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -9175986.000000 Penalty: 5357.287109
	Iteration 30Q: 3 clusters Score -9175986 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -9176322.000000 Penalty: 5357.287109
	Iteration 31Q: 3 clusters Score -9176322 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -9176609.000000 Penalty: 5357.287109
	Iteration 32Q: 3 clusters Score -9176609 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -9176796.000000 Penalty: 5357.287109
	Iteration 33Q: 3 clusters Score -9176796 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -9177050.000000 Penalty: 5357.287109
	Iteration 34Q: 3 clusters Score -9177050 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -9177126.000000 Penalty: 5357.287109
	Iteration 35Q: 3 clusters Score -9177126 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -9177244.000000 Penalty: 5357.287109
	Iteration 36Q: 3 clusters Score -9177244 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -9177262.000000 Penalty: 5357.287109
	Iteration 37Q: 3 clusters Score -9177262 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -9177322.000000 Penalty: 5357.287109
	Iteration 38Q: 3 clusters Score -9177322 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -9177354.000000 Penalty: 5357.287109
	Iteration 39Q: 3 clusters Score -9177354 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -9177375.000000 Penalty: 5357.287109
	Iteration 40F: 3 clusters Score -9177375 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -9177455.000000 Penalty: 5357.287109
	Iteration 41Q: 3 clusters Score -9177455 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -9177502.000000 Penalty: 5357.287109
	Iteration 42Q: 3 clusters Score -9177502 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -9177541.000000 Penalty: 5357.287109
	Iteration 43Q: 3 clusters Score -9177541 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -9177551.000000 Penalty: 5357.287109
	Iteration 44Q: 3 clusters Score -9177551 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -9177585.000000 Penalty: 5357.287109
	Iteration 45Q: 3 clusters Score -9177585 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -9177608.000000 Penalty: 5357.287109
	Iteration 46Q: 3 clusters Score -9177608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -9177624.000000 Penalty: 5357.287109
	Iteration 47Q: 3 clusters Score -9177624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -9177620.000000 Penalty: 5357.287109
	Iteration 48Q: 3 clusters Score -9177620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -9177608.000000 Penalty: 5357.287109
	Iteration 49Q: 3 clusters Score -9177608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -9177639.000000 Penalty: 5357.287109
	Iteration 50Q: 3 clusters Score -9177639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9177629.000000 Penalty: 5357.287109
	Iteration 51Q: 3 clusters Score -9177629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -9177646.000000 Penalty: 5357.287109
	Iteration 52Q: 3 clusters Score -9177646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -9177652.000000 Penalty: 5357.287109
	Iteration 53Q: 3 clusters Score -9177652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -9177649.000000 Penalty: 5357.287109
	Iteration 54Q: 3 clusters Score -9177649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -9177652.000000 Penalty: 5357.287109
	Iteration 55Q: 3 clusters Score -9177652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9177646.000000 Penalty: 5357.287109
	Iteration 56Q: 3 clusters Score -9177646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9177635.000000 Penalty: 5357.287109
	Iteration 57Q: 3 clusters Score -9177635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -9177627.000000 Penalty: 5357.287109
	Iteration 58Q: 3 clusters Score -9177627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -9177645.000000 Penalty: 5357.287109
	Iteration 59Q: 3 clusters Score -9177645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -9177651.000000 Penalty: 5357.287109
	Iteration 60F: 3 clusters Score -9177651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9177648.000000 Penalty: 5357.287109
	Iteration 61Q: 3 clusters Score -9177648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -9177647.000000 Penalty: 5357.287109
	Iteration 62Q: 3 clusters Score -9177647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -9177655.000000 Penalty: 5357.287109
	Iteration 63Q: 3 clusters Score -9177655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9177652.000000 Penalty: 5357.287109
	Iteration 64Q: 3 clusters Score -9177652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9177646.000000 Penalty: 5357.287109
	Iteration 65Q: 3 clusters Score -9177646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9177650.000000 Penalty: 5357.287109
	Iteration 66Q: 3 clusters Score -9177650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9177646.000000 Penalty: 5357.287109
	Iteration 67Q: 3 clusters Score -9177646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9177646.000000 Penalty: 5357.287109
	Iteration 68F: 3 clusters Score -9177646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Entering Unmasked Estep 
Score: -9427441.000000 Penalty: 2685.143311
	Iteration 0F: 2 clusters Score -9427441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -9395649.000000 Penalty: 5370.286621
	Iteration 0F: 3 clusters Score -9395649 nChanged 23277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -9408474.000000 Penalty: 5370.286621
	Iteration 1F: 3 clusters Score -9408474 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -9409097.000000 Penalty: 5370.286621
	Iteration 2Q: 3 clusters Score -9409097 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -9409717.000000 Penalty: 5370.286621
	Iteration 3Q: 3 clusters Score -9409717 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -9410296.000000 Penalty: 5370.286621
	Iteration 4Q: 3 clusters Score -9410296 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -9411111.000000 Penalty: 5370.286621
	Iteration 5Q: 3 clusters Score -9411111 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -9412301.000000 Penalty: 5370.286621
	Iteration 6Q: 3 clusters Score -9412301 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -9414030.000000 Penalty: 5370.286621
	Iteration 7F: 3 clusters Score -9414030 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -9416389.000000 Penalty: 5370.286621
	Iteration 8F: 3 clusters Score -9416389 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -9418950.000000 Penalty: 5370.286621
	Iteration 9F: 3 clusters Score -9418950 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -9421230.000000 Penalty: 5370.286621
	Iteration 10F: 3 clusters Score -9421230 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -9423116.000000 Penalty: 5370.286621
	Iteration 11Q: 3 clusters Score -9423116 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -9424087.000000 Penalty: 5370.286621
	Iteration 12Q: 3 clusters Score -9424087 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -9424508.000000 Penalty: 5370.286621
	Iteration 13Q: 3 clusters Score -9424508 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9424798.000000 Penalty: 5370.286621
	Iteration 14Q: 3 clusters Score -9424798 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9424897.000000 Penalty: 5370.286621
	Iteration 15Q: 3 clusters Score -9424897 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9424964.000000 Penalty: 5370.286621
	Iteration 16Q: 3 clusters Score -9424964 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9425003.000000 Penalty: 5370.286621
	Iteration 17Q: 3 clusters Score -9425003 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9425064.000000 Penalty: 5370.286621
	Iteration 18Q: 3 clusters Score -9425064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9425100.000000 Penalty: 5370.286621
	Iteration 19Q: 3 clusters Score -9425100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9425129.000000 Penalty: 5370.286621
	Iteration 20F: 3 clusters Score -9425129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9425141.000000 Penalty: 5370.286621
	Iteration 21Q: 3 clusters Score -9425141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9425151.000000 Penalty: 5370.286621
	Iteration 22Q: 3 clusters Score -9425151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9425146.000000 Penalty: 5370.286621
	Iteration 23Q: 3 clusters Score -9425146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9425170.000000 Penalty: 5370.286621
	Iteration 24Q: 3 clusters Score -9425170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9425170.000000 Penalty: 5370.286621
	Iteration 25Q: 3 clusters Score -9425170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9425173.000000 Penalty: 5370.286621
	Iteration 26Q: 3 clusters Score -9425173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9425165.000000 Penalty: 5370.286621
	Iteration 27Q: 3 clusters Score -9425165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9425165.000000 Penalty: 5370.286621
	Iteration 28Q: 3 clusters Score -9425165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9425175.000000 Penalty: 5370.286621
	Iteration 29Q: 3 clusters Score -9425175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9425180.000000 Penalty: 5370.286621
	Iteration 30Q: 3 clusters Score -9425180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9425195.000000 Penalty: 5370.286621
	Iteration 31Q: 3 clusters Score -9425195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9425192.000000 Penalty: 5370.286621
	Iteration 32Q: 3 clusters Score -9425192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9425193.000000 Penalty: 5370.286621
	Iteration 33Q: 3 clusters Score -9425193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9425193.000000 Penalty: 5370.286621
	Iteration 34F: 3 clusters Score -9425193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Entering Unmasked Estep 
Score: -9316444.000000 Penalty: 2682.126709
	Iteration 0F: 2 clusters Score -9316444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -9284503.000000 Penalty: 5364.253418
	Iteration 0F: 3 clusters Score -9284503 nChanged 23049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -9297452.000000 Penalty: 5364.253418
	Iteration 1F: 3 clusters Score -9297452 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -9297922.000000 Penalty: 5364.253418
	Iteration 2Q: 3 clusters Score -9297922 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -9298328.000000 Penalty: 5364.253418
	Iteration 3Q: 3 clusters Score -9298328 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -9298730.000000 Penalty: 5364.253418
	Iteration 4Q: 3 clusters Score -9298730 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -9299027.000000 Penalty: 5364.253418
	Iteration 5Q: 3 clusters Score -9299027 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -9299322.000000 Penalty: 5364.253418
	Iteration 6Q: 3 clusters Score -9299322 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -9299713.000000 Penalty: 5364.253418
	Iteration 7Q: 3 clusters Score -9299713 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -9300172.000000 Penalty: 5364.253418
	Iteration 8Q: 3 clusters Score -9300172 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -9300685.000000 Penalty: 5364.253418
	Iteration 9Q: 3 clusters Score -9300685 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -9301482.000000 Penalty: 5364.253418
	Iteration 10Q: 3 clusters Score -9301482 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -9302663.000000 Penalty: 5364.253418
	Iteration 11Q: 3 clusters Score -9302663 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -9304374.000000 Penalty: 5364.253418
	Iteration 12F: 3 clusters Score -9304374 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -9306115.000000 Penalty: 5364.253418
	Iteration 13F: 3 clusters Score -9306115 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -9307969.000000 Penalty: 5364.253418
	Iteration 14F: 3 clusters Score -9307969 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -9309573.000000 Penalty: 5364.253418
	Iteration 15Q: 3 clusters Score -9309573 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -9311259.000000 Penalty: 5364.253418
	Iteration 16Q: 3 clusters Score -9311259 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -9312488.000000 Penalty: 5364.253418
	Iteration 17Q: 3 clusters Score -9312488 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -9313243.000000 Penalty: 5364.253418
	Iteration 18Q: 3 clusters Score -9313243 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -9313682.000000 Penalty: 5364.253418
	Iteration 19Q: 3 clusters Score -9313682 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -9313913.000000 Penalty: 5364.253418
	Iteration 20F: 3 clusters Score -9313913 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -9314003.000000 Penalty: 5364.253418
	Iteration 21Q: 3 clusters Score -9314003 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -9314055.000000 Penalty: 5364.253418
	Iteration 22Q: 3 clusters Score -9314055 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -9314091.000000 Penalty: 5364.253418
	Iteration 23Q: 3 clusters Score -9314091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -9314091.000000 Penalty: 5364.253418
	Iteration 24Q: 3 clusters Score -9314091 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9314130.000000 Penalty: 5364.253418
	Iteration 25Q: 3 clusters Score -9314130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -9314143.000000 Penalty: 5364.253418
	Iteration 26Q: 3 clusters Score -9314143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -9314148.000000 Penalty: 5364.253418
	Iteration 27Q: 3 clusters Score -9314148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -9314177.000000 Penalty: 5364.253418
	Iteration 28Q: 3 clusters Score -9314177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -9314184.000000 Penalty: 5364.253418
	Iteration 29Q: 3 clusters Score -9314184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -9314177.000000 Penalty: 5364.253418
	Iteration 30Q: 3 clusters Score -9314177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -9314196.000000 Penalty: 5364.253418
	Iteration 31Q: 3 clusters Score -9314196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -9314211.000000 Penalty: 5364.253418
	Iteration 32Q: 3 clusters Score -9314211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -9314228.000000 Penalty: 5364.253418
	Iteration 33Q: 3 clusters Score -9314228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -9314242.000000 Penalty: 5364.253418
	Iteration 34Q: 3 clusters Score -9314242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -9314251.000000 Penalty: 5364.253418
	Iteration 35Q: 3 clusters Score -9314251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -9314265.000000 Penalty: 5364.253418
	Iteration 36Q: 3 clusters Score -9314265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -9314263.000000 Penalty: 5364.253418
	Iteration 37Q: 3 clusters Score -9314263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -9314276.000000 Penalty: 5364.253418
	Iteration 38Q: 3 clusters Score -9314276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -9314268.000000 Penalty: 5364.253418
	Iteration 39Q: 3 clusters Score -9314268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -9314270.000000 Penalty: 5364.253418
	Iteration 40F: 3 clusters Score -9314270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -9314267.000000 Penalty: 5364.253418
	Iteration 41Q: 3 clusters Score -9314267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -9314267.000000 Penalty: 5364.253418
	Iteration 42F: 3 clusters Score -9314267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (52923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Entering Unmasked Estep 
Score: -9904517.000000 Penalty: 2697.395264
	Iteration 0F: 2 clusters Score -9904517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -9872003.000000 Penalty: 5394.790527
	Iteration 0F: 3 clusters Score -9872003 nChanged 24409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -9885461.000000 Penalty: 5394.790527
	Iteration 1F: 3 clusters Score -9885461 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -9885987.000000 Penalty: 5394.790527
	Iteration 2Q: 3 clusters Score -9885987 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -9886443.000000 Penalty: 5394.790527
	Iteration 3Q: 3 clusters Score -9886443 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -9886847.000000 Penalty: 5394.790527
	Iteration 4Q: 3 clusters Score -9886847 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -9887272.000000 Penalty: 5394.790527
	Iteration 5Q: 3 clusters Score -9887272 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -9887839.000000 Penalty: 5394.790527
	Iteration 6Q: 3 clusters Score -9887839 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -9888574.000000 Penalty: 5394.790527
	Iteration 7Q: 3 clusters Score -9888574 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -9889563.000000 Penalty: 5394.790527
	Iteration 8Q: 3 clusters Score -9889563 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -9891215.000000 Penalty: 5394.790527
	Iteration 9Q: 3 clusters Score -9891215 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -9893394.000000 Penalty: 5394.790527
	Iteration 10F: 3 clusters Score -9893394 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -9895732.000000 Penalty: 5394.790527
	Iteration 11F: 3 clusters Score -9895732 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -9897831.000000 Penalty: 5394.790527
	Iteration 12F: 3 clusters Score -9897831 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -9899173.000000 Penalty: 5394.790527
	Iteration 13Q: 3 clusters Score -9899173 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -9900010.000000 Penalty: 5394.790527
	Iteration 14Q: 3 clusters Score -9900010 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -9900715.000000 Penalty: 5394.790527
	Iteration 15Q: 3 clusters Score -9900715 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -9901370.000000 Penalty: 5394.790527
	Iteration 16Q: 3 clusters Score -9901370 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -9902047.000000 Penalty: 5394.790527
	Iteration 17Q: 3 clusters Score -9902047 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -9902605.000000 Penalty: 5394.790527
	Iteration 18Q: 3 clusters Score -9902605 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -9903130.000000 Penalty: 5394.790527
	Iteration 19Q: 3 clusters Score -9903130 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -9903492.000000 Penalty: 5394.790527
	Iteration 20F: 3 clusters Score -9903492 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -9903779.000000 Penalty: 5394.790527
	Iteration 21Q: 3 clusters Score -9903779 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -9903947.000000 Penalty: 5394.790527
	Iteration 22Q: 3 clusters Score -9903947 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -9904040.000000 Penalty: 5394.790527
	Iteration 23Q: 3 clusters Score -9904040 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -9904094.000000 Penalty: 5394.790527
	Iteration 24Q: 3 clusters Score -9904094 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -9904152.000000 Penalty: 5394.790527
	Iteration 25Q: 3 clusters Score -9904152 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -9904196.000000 Penalty: 5394.790527
	Iteration 26Q: 3 clusters Score -9904196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -9904178.000000 Penalty: 5394.790527
	Iteration 27Q: 3 clusters Score -9904178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -9904183.000000 Penalty: 5394.790527
	Iteration 28Q: 3 clusters Score -9904183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -9904204.000000 Penalty: 5394.790527
	Iteration 29Q: 3 clusters Score -9904204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -9904210.000000 Penalty: 5394.790527
	Iteration 30Q: 3 clusters Score -9904210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -9904218.000000 Penalty: 5394.790527
	Iteration 31Q: 3 clusters Score -9904218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -9904230.000000 Penalty: 5394.790527
	Iteration 32Q: 3 clusters Score -9904230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -9904208.000000 Penalty: 5394.790527
	Iteration 33Q: 3 clusters Score -9904208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -9904211.000000 Penalty: 5394.790527
	Iteration 34Q: 3 clusters Score -9904211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -9904194.000000 Penalty: 5394.790527
	Iteration 35Q: 3 clusters Score -9904194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -9904197.000000 Penalty: 5394.790527
	Iteration 36Q: 3 clusters Score -9904197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -9904208.000000 Penalty: 5394.790527
	Iteration 37Q: 3 clusters Score -9904208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -9904237.000000 Penalty: 5394.790527
	Iteration 38Q: 3 clusters Score -9904237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -9904242.000000 Penalty: 5394.790527
	Iteration 39Q: 3 clusters Score -9904242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -9904253.000000 Penalty: 5394.790527
	Iteration 40F: 3 clusters Score -9904253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -9904240.000000 Penalty: 5394.790527
	Iteration 41Q: 3 clusters Score -9904240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -9904242.000000 Penalty: 5394.790527
	Iteration 42Q: 3 clusters Score -9904242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -9904249.000000 Penalty: 5394.790527
	Iteration 43Q: 3 clusters Score -9904249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -9904242.000000 Penalty: 5394.790527
	Iteration 44Q: 3 clusters Score -9904242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -9904234.000000 Penalty: 5394.790527
	Iteration 45Q: 3 clusters Score -9904234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -9904240.000000 Penalty: 5394.790527
	Iteration 46Q: 3 clusters Score -9904240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -9904233.000000 Penalty: 5394.790527
	Iteration 47Q: 3 clusters Score -9904233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -9904241.000000 Penalty: 5394.790527
	Iteration 48Q: 3 clusters Score -9904241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -9904243.000000 Penalty: 5394.790527
	Iteration 49Q: 3 clusters Score -9904243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -9904256.000000 Penalty: 5394.790527
	Iteration 50Q: 3 clusters Score -9904256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -9904247.000000 Penalty: 5394.790527
	Iteration 51Q: 3 clusters Score -9904247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -9904244.000000 Penalty: 5394.790527
	Iteration 52Q: 3 clusters Score -9904244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -9904243.000000 Penalty: 5394.790527
	Iteration 53Q: 3 clusters Score -9904243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -9904243.000000 Penalty: 5394.790527
	Iteration 54F: 3 clusters Score -9904243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28638 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36343 members 
Mstep: Class 5 contains 42569 members 
Mstep: Class 6 contains 37087 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 47137 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 49687 members 
Mstep: Class 11 contains 45158 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49557 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13489 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 28742 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49069 members 
Mstep: Class 23 contains 50372 members 
Mstep: Class 24 contains 49763 members 
Mstep: Class 25 contains 52923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190400.000000 Penalty: 82516.046875
Iteration 399Q: 26 clusters Score -1.101904e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28636 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36453 members 
Mstep: Class 5 contains 42557 members 
Mstep: Class 6 contains 36990 members 
Mstep: Class 7 contains 6597 members 
Mstep: Class 8 contains 47127 members 
Mstep: Class 9 contains 4182 members 
Mstep: Class 10 contains 49737 members 
Mstep: Class 11 contains 45310 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49522 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3259 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13426 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 28675 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49140 members 
Mstep: Class 23 contains 50432 members 
Mstep: Class 24 contains 49789 members 
Mstep: Class 25 contains 52791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190696.000000 Penalty: 82516.046875
Iteration 400F: 26 clusters Score -1.101907e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28632 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36555 members 
Mstep: Class 5 contains 42545 members 
Mstep: Class 6 contains 36888 members 
Mstep: Class 7 contains 6607 members 
Mstep: Class 8 contains 47151 members 
Mstep: Class 9 contains 4167 members 
Mstep: Class 10 contains 49743 members 
Mstep: Class 11 contains 45422 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49527 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 28604 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49158 members 
Mstep: Class 23 contains 50501 members 
Mstep: Class 24 contains 49769 members 
Mstep: Class 25 contains 52763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190592.000000 Penalty: 82516.046875
Iteration 401Q: 26 clusters Score -1.101906e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28616 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36665 members 
Mstep: Class 5 contains 42548 members 
Mstep: Class 6 contains 36779 members 
Mstep: Class 7 contains 6623 members 
Mstep: Class 8 contains 47129 members 
Mstep: Class 9 contains 4150 members 
Mstep: Class 10 contains 49796 members 
Mstep: Class 11 contains 45523 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49533 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3165 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13327 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 28545 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 49228 members 
Mstep: Class 23 contains 50527 members 
Mstep: Class 24 contains 49773 members 
Mstep: Class 25 contains 52697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190720.000000 Penalty: 82516.046875
Iteration 402Q: 26 clusters Score -1.101907e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28612 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36760 members 
Mstep: Class 5 contains 42553 members 
Mstep: Class 6 contains 36701 members 
Mstep: Class 7 contains 6623 members 
Mstep: Class 8 contains 47108 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 49842 members 
Mstep: Class 11 contains 45607 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49534 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13269 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 28491 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49247 members 
Mstep: Class 23 contains 50527 members 
Mstep: Class 24 contains 49869 members 
Mstep: Class 25 contains 52626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190864.000000 Penalty: 82516.046875
Iteration 403Q: 26 clusters Score -1.101909e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28606 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36841 members 
Mstep: Class 5 contains 42565 members 
Mstep: Class 6 contains 36626 members 
Mstep: Class 7 contains 6621 members 
Mstep: Class 8 contains 47127 members 
Mstep: Class 9 contains 4137 members 
Mstep: Class 10 contains 49874 members 
Mstep: Class 11 contains 45679 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49524 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 3055 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13206 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 28426 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49252 members 
Mstep: Class 23 contains 50550 members 
Mstep: Class 24 contains 49930 members 
Mstep: Class 25 contains 52606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190872.000000 Penalty: 82516.046875
Iteration 404Q: 26 clusters Score -1.101909e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28602 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 36924 members 
Mstep: Class 5 contains 42575 members 
Mstep: Class 6 contains 36550 members 
Mstep: Class 7 contains 6618 members 
Mstep: Class 8 contains 47139 members 
Mstep: Class 9 contains 4145 members 
Mstep: Class 10 contains 49928 members 
Mstep: Class 11 contains 45774 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49503 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 28368 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49242 members 
Mstep: Class 23 contains 50525 members 
Mstep: Class 24 contains 50002 members 
Mstep: Class 25 contains 52579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191008.000000 Penalty: 82516.046875
Iteration 405Q: 26 clusters Score -1.10191e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28600 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37013 members 
Mstep: Class 5 contains 42566 members 
Mstep: Class 6 contains 36466 members 
Mstep: Class 7 contains 6632 members 
Mstep: Class 8 contains 47131 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 49984 members 
Mstep: Class 11 contains 45835 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49510 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13106 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 28295 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49267 members 
Mstep: Class 23 contains 50564 members 
Mstep: Class 24 contains 50035 members 
Mstep: Class 25 contains 52550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190856.000000 Penalty: 82516.046875
Iteration 406Q: 26 clusters Score -1.101909e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28602 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37104 members 
Mstep: Class 5 contains 42564 members 
Mstep: Class 6 contains 36373 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 47143 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 49987 members 
Mstep: Class 11 contains 45889 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49518 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 13053 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 28226 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49333 members 
Mstep: Class 23 contains 50650 members 
Mstep: Class 24 contains 50025 members 
Mstep: Class 25 contains 52525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190936.000000 Penalty: 82516.046875
Iteration 407Q: 26 clusters Score -1.101909e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28591 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37208 members 
Mstep: Class 5 contains 42555 members 
Mstep: Class 6 contains 36295 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 47127 members 
Mstep: Class 9 contains 4145 members 
Mstep: Class 10 contains 49996 members 
Mstep: Class 11 contains 45900 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49550 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2772 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12986 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 28159 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49446 members 
Mstep: Class 23 contains 50699 members 
Mstep: Class 24 contains 50102 members 
Mstep: Class 25 contains 52447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191088.000000 Penalty: 82516.046875
Iteration 408Q: 26 clusters Score -1.101911e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28585 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37330 members 
Mstep: Class 5 contains 42548 members 
Mstep: Class 6 contains 36224 members 
Mstep: Class 7 contains 6647 members 
Mstep: Class 8 contains 47109 members 
Mstep: Class 9 contains 4143 members 
Mstep: Class 10 contains 49994 members 
Mstep: Class 11 contains 45931 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49605 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2690 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12949 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 28091 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 49459 members 
Mstep: Class 23 contains 50775 members 
Mstep: Class 24 contains 50137 members 
Mstep: Class 25 contains 52404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191128.000000 Penalty: 82516.046875
Iteration 409Q: 26 clusters Score -1.101911e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28585 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37407 members 
Mstep: Class 5 contains 42544 members 
Mstep: Class 6 contains 36161 members 
Mstep: Class 7 contains 6652 members 
Mstep: Class 8 contains 47090 members 
Mstep: Class 9 contains 4139 members 
Mstep: Class 10 contains 49992 members 
Mstep: Class 11 contains 45935 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49685 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12902 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 28040 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 49501 members 
Mstep: Class 23 contains 50843 members 
Mstep: Class 24 contains 50204 members 
Mstep: Class 25 contains 52343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191536.000000 Penalty: 82516.046875
Iteration 410Q: 26 clusters Score -1.101915e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28579 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37479 members 
Mstep: Class 5 contains 42555 members 
Mstep: Class 6 contains 36120 members 
Mstep: Class 7 contains 6657 members 
Mstep: Class 8 contains 47048 members 
Mstep: Class 9 contains 4136 members 
Mstep: Class 10 contains 50020 members 
Mstep: Class 11 contains 45952 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49722 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12864 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 27974 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49519 members 
Mstep: Class 23 contains 50902 members 
Mstep: Class 24 contains 50263 members 
Mstep: Class 25 contains 52316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191656.000000 Penalty: 82516.046875
Iteration 411Q: 26 clusters Score -1.101917e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28578 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37558 members 
Mstep: Class 5 contains 42542 members 
Mstep: Class 6 contains 36066 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 47021 members 
Mstep: Class 9 contains 4122 members 
Mstep: Class 10 contains 50038 members 
Mstep: Class 11 contains 45935 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49786 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12834 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 27917 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 49586 members 
Mstep: Class 23 contains 50921 members 
Mstep: Class 24 contains 50332 members 
Mstep: Class 25 contains 52275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192032.000000 Penalty: 82516.046875
Iteration 412Q: 26 clusters Score -1.10192e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28574 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37645 members 
Mstep: Class 5 contains 42539 members 
Mstep: Class 6 contains 36023 members 
Mstep: Class 7 contains 6670 members 
Mstep: Class 8 contains 46991 members 
Mstep: Class 9 contains 4110 members 
Mstep: Class 10 contains 50063 members 
Mstep: Class 11 contains 45860 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49825 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2386 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12805 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 27865 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 49690 members 
Mstep: Class 23 contains 50914 members 
Mstep: Class 24 contains 50356 members 
Mstep: Class 25 contains 52308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192240.000000 Penalty: 82516.046875
Iteration 413Q: 26 clusters Score -1.101922e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28571 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37750 members 
Mstep: Class 5 contains 42524 members 
Mstep: Class 6 contains 35991 members 
Mstep: Class 7 contains 6673 members 
Mstep: Class 8 contains 46943 members 
Mstep: Class 9 contains 4105 members 
Mstep: Class 10 contains 50080 members 
Mstep: Class 11 contains 45733 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49885 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12774 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 27814 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49855 members 
Mstep: Class 23 contains 50938 members 
Mstep: Class 24 contains 50459 members 
Mstep: Class 25 contains 52213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192088.000000 Penalty: 82516.046875
Iteration 414Q: 26 clusters Score -1.101921e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28566 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37870 members 
Mstep: Class 5 contains 42499 members 
Mstep: Class 6 contains 35972 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 46893 members 
Mstep: Class 9 contains 4098 members 
Mstep: Class 10 contains 50051 members 
Mstep: Class 11 contains 45565 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 49998 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12743 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 27755 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49941 members 
Mstep: Class 23 contains 50962 members 
Mstep: Class 24 contains 50565 members 
Mstep: Class 25 contains 52195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192152.000000 Penalty: 82516.046875
Iteration 415Q: 26 clusters Score -1.101922e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28558 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 37992 members 
Mstep: Class 5 contains 42481 members 
Mstep: Class 6 contains 35927 members 
Mstep: Class 7 contains 6679 members 
Mstep: Class 8 contains 46875 members 
Mstep: Class 9 contains 4090 members 
Mstep: Class 10 contains 50036 members 
Mstep: Class 11 contains 45388 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50145 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2236 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12715 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 27700 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 49968 members 
Mstep: Class 23 contains 50917 members 
Mstep: Class 24 contains 50649 members 
Mstep: Class 25 contains 52268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192344.000000 Penalty: 82516.046875
Iteration 416Q: 26 clusters Score -1.101923e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28563 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38116 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 35887 members 
Mstep: Class 7 contains 6689 members 
Mstep: Class 8 contains 46839 members 
Mstep: Class 9 contains 4073 members 
Mstep: Class 10 contains 50033 members 
Mstep: Class 11 contains 45178 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50147 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2212 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12688 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 27649 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 50131 members 
Mstep: Class 23 contains 50889 members 
Mstep: Class 24 contains 50691 members 
Mstep: Class 25 contains 52376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192440.000000 Penalty: 82516.046875
Iteration 417Q: 26 clusters Score -1.101924e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28563 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38213 members 
Mstep: Class 5 contains 42434 members 
Mstep: Class 6 contains 35851 members 
Mstep: Class 7 contains 6691 members 
Mstep: Class 8 contains 46823 members 
Mstep: Class 9 contains 4047 members 
Mstep: Class 10 contains 50032 members 
Mstep: Class 11 contains 44971 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50239 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12661 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 27587 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 50267 members 
Mstep: Class 23 contains 50859 members 
Mstep: Class 24 contains 50734 members 
Mstep: Class 25 contains 52472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192552.000000 Penalty: 82516.046875
Iteration 418Q: 26 clusters Score -1.101926e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28554 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38293 members 
Mstep: Class 5 contains 42419 members 
Mstep: Class 6 contains 35812 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 46810 members 
Mstep: Class 9 contains 4026 members 
Mstep: Class 10 contains 50075 members 
Mstep: Class 11 contains 44760 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50381 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2158 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12634 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 27517 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 50364 members 
Mstep: Class 23 contains 50831 members 
Mstep: Class 24 contains 50774 members 
Mstep: Class 25 contains 52515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192896.000000 Penalty: 82516.046875
Iteration 419Q: 26 clusters Score -1.101929e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28549 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38392 members 
Mstep: Class 5 contains 42424 members 
Mstep: Class 6 contains 35798 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 46798 members 
Mstep: Class 9 contains 4021 members 
Mstep: Class 10 contains 50047 members 
Mstep: Class 11 contains 44591 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50457 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12608 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 27469 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 50486 members 
Mstep: Class 23 contains 50826 members 
Mstep: Class 24 contains 50827 members 
Mstep: Class 25 contains 52503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110192976.000000 Penalty: 82516.046875
Iteration 420F: 26 clusters Score -1.10193e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28538 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38466 members 
Mstep: Class 5 contains 42440 members 
Mstep: Class 6 contains 35779 members 
Mstep: Class 7 contains 6696 members 
Mstep: Class 8 contains 46816 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 50031 members 
Mstep: Class 11 contains 44411 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50532 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12575 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 27426 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 50665 members 
Mstep: Class 23 contains 50791 members 
Mstep: Class 24 contains 50930 members 
Mstep: Class 25 contains 52408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193480.000000 Penalty: 82516.046875
Iteration 421Q: 26 clusters Score -1.101935e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28535 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38534 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 35761 members 
Mstep: Class 7 contains 6689 members 
Mstep: Class 8 contains 46800 members 
Mstep: Class 9 contains 4021 members 
Mstep: Class 10 contains 50048 members 
Mstep: Class 11 contains 44225 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50597 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2082 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12526 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 27368 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 50919 members 
Mstep: Class 23 contains 50760 members 
Mstep: Class 24 contains 50965 members 
Mstep: Class 25 contains 52331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193584.000000 Penalty: 82516.046875
Iteration 422Q: 26 clusters Score -1.101936e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28520 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38587 members 
Mstep: Class 5 contains 42460 members 
Mstep: Class 6 contains 35743 members 
Mstep: Class 7 contains 6684 members 
Mstep: Class 8 contains 46816 members 
Mstep: Class 9 contains 4022 members 
Mstep: Class 10 contains 50099 members 
Mstep: Class 11 contains 44066 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50737 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12488 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 27306 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 51106 members 
Mstep: Class 23 contains 50687 members 
Mstep: Class 24 contains 51041 members 
Mstep: Class 25 contains 52200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110193736.000000 Penalty: 82516.046875
Iteration 423Q: 26 clusters Score -1.101937e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28510 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38649 members 
Mstep: Class 5 contains 42465 members 
Mstep: Class 6 contains 35743 members 
Mstep: Class 7 contains 6681 members 
Mstep: Class 8 contains 46875 members 
Mstep: Class 9 contains 4043 members 
Mstep: Class 10 contains 50097 members 
Mstep: Class 11 contains 43879 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 50919 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12450 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 27237 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 51379 members 
Mstep: Class 23 contains 50568 members 
Mstep: Class 24 contains 51097 members 
Mstep: Class 25 contains 51994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194024.000000 Penalty: 82516.046875
Iteration 424Q: 26 clusters Score -1.10194e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28509 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38725 members 
Mstep: Class 5 contains 42476 members 
Mstep: Class 6 contains 35724 members 
Mstep: Class 7 contains 6679 members 
Mstep: Class 8 contains 46913 members 
Mstep: Class 9 contains 4059 members 
Mstep: Class 10 contains 50111 members 
Mstep: Class 11 contains 43709 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 51082 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 2016 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12391 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 27135 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 51665 members 
Mstep: Class 23 contains 50467 members 
Mstep: Class 24 contains 51121 members 
Mstep: Class 25 contains 51846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194256.000000 Penalty: 82516.046875
Iteration 425Q: 26 clusters Score -1.101943e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28495 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38837 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 35690 members 
Mstep: Class 7 contains 6681 members 
Mstep: Class 8 contains 46947 members 
Mstep: Class 9 contains 4083 members 
Mstep: Class 10 contains 50057 members 
Mstep: Class 11 contains 43509 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 51060 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 27067 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 52212 members 
Mstep: Class 23 contains 50428 members 
Mstep: Class 24 contains 51168 members 
Mstep: Class 25 contains 51608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110194672.000000 Penalty: 82516.046875
Iteration 426Q: 26 clusters Score -1.101947e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28489 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 38963 members 
Mstep: Class 5 contains 42421 members 
Mstep: Class 6 contains 35652 members 
Mstep: Class 7 contains 6682 members 
Mstep: Class 8 contains 46978 members 
Mstep: Class 9 contains 4116 members 
Mstep: Class 10 contains 50004 members 
Mstep: Class 11 contains 43340 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 51116 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12303 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 26986 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 52664 members 
Mstep: Class 23 contains 50391 members 
Mstep: Class 24 contains 51211 members 
Mstep: Class 25 contains 51347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110195424.000000 Penalty: 82516.046875
Iteration 427Q: 26 clusters Score -1.101954e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28486 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 39076 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 6 contains 35598 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 46980 members 
Mstep: Class 9 contains 4154 members 
Mstep: Class 10 contains 50006 members 
Mstep: Class 11 contains 43142 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 51275 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12273 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 26891 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 53000 members 
Mstep: Class 23 contains 50358 members 
Mstep: Class 24 contains 51184 members 
Mstep: Class 25 contains 51176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3296.706055 but Gain 3300.640625
Score: -110195816.000000 Penalty: 79215.406250
Iteration 428Q: 25 clusters Score -1.101958e+08 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28479 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 39187 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 6 contains 35558 members 
Mstep: Class 7 contains 6684 members 
Mstep: Class 8 contains 46986 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 49976 members 
Mstep: Class 11 contains 44148 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 52191 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12230 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 26830 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 53182 members 
Mstep: Class 23 contains 50357 members 
Mstep: Class 24 contains 51199 members 
Mstep: Class 25 contains 51030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110198528.000000 Penalty: 79215.406250
Iteration 429Q: 25 clusters Score -1.101985e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28480 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 39297 members 
Mstep: Class 5 contains 42385 members 
Mstep: Class 6 contains 35541 members 
Mstep: Class 7 contains 6693 members 
Mstep: Class 8 contains 47004 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 10 contains 49998 members 
Mstep: Class 11 contains 43984 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 52391 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12160 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 26751 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 53297 members 
Mstep: Class 23 contains 50290 members 
Mstep: Class 24 contains 51191 members 
Mstep: Class 25 contains 50951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110199072.000000 Penalty: 79215.406250
Iteration 430Q: 25 clusters Score -1.101991e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28482 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 39394 members 
Mstep: Class 5 contains 42371 members 
Mstep: Class 6 contains 35508 members 
Mstep: Class 7 contains 6692 members 
Mstep: Class 8 contains 47058 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 49967 members 
Mstep: Class 11 contains 43866 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 52558 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12090 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 26664 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 53403 members 
Mstep: Class 23 contains 50209 members 
Mstep: Class 24 contains 51219 members 
Mstep: Class 25 contains 50894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110199216.000000 Penalty: 79215.406250
Iteration 431Q: 25 clusters Score -1.101992e+08 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28481 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 39507 members 
Mstep: Class 5 contains 42342 members 
Mstep: Class 6 contains 35481 members 
Mstep: Class 7 contains 6694 members 
Mstep: Class 8 contains 47081 members 
Mstep: Class 9 contains 4311 members 
Mstep: Class 10 contains 49962 members 
Mstep: Class 11 contains 43797 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 52603 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 12012 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 26585 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 53504 members 
Mstep: Class 23 contains 50169 members 
Mstep: Class 24 contains 51228 members 
Mstep: Class 25 contains 50878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110199760.000000 Penalty: 79215.406250
Iteration 432Q: 25 clusters Score -1.101998e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28495 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 42289 members 
Mstep: Class 6 contains 35452 members 
Mstep: Class 7 contains 6707 members 
Mstep: Class 8 contains 47102 members 
Mstep: Class 9 contains 4347 members 
Mstep: Class 10 contains 49966 members 
Mstep: Class 11 contains 43694 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 52765 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11949 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 26520 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 53520 members 
Mstep: Class 23 contains 50139 members 
Mstep: Class 24 contains 51269 members 
Mstep: Class 25 contains 50841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110199928.000000 Penalty: 79215.406250
Iteration 433Q: 25 clusters Score -1.101999e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28501 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 39669 members 
Mstep: Class 5 contains 42233 members 
Mstep: Class 6 contains 35428 members 
Mstep: Class 7 contains 6718 members 
Mstep: Class 8 contains 47109 members 
Mstep: Class 9 contains 4395 members 
Mstep: Class 10 contains 49981 members 
Mstep: Class 11 contains 43605 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 52900 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11885 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 26451 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 53472 members 
Mstep: Class 23 contains 50098 members 
Mstep: Class 24 contains 51289 members 
Mstep: Class 25 contains 50899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200128.000000 Penalty: 79215.406250
Iteration 434Q: 25 clusters Score -1.102001e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28503 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 39751 members 
Mstep: Class 5 contains 42199 members 
Mstep: Class 6 contains 35396 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 47106 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 49951 members 
Mstep: Class 11 contains 43486 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 53043 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 26392 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 53549 members 
Mstep: Class 23 contains 50121 members 
Mstep: Class 24 contains 51345 members 
Mstep: Class 25 contains 50822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200336.000000 Penalty: 79215.406250
Iteration 435Q: 25 clusters Score -1.102003e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28501 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 39838 members 
Mstep: Class 5 contains 42178 members 
Mstep: Class 6 contains 35364 members 
Mstep: Class 7 contains 6734 members 
Mstep: Class 8 contains 47115 members 
Mstep: Class 9 contains 4460 members 
Mstep: Class 10 contains 49931 members 
Mstep: Class 11 contains 43424 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 53083 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11745 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 26327 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 53653 members 
Mstep: Class 23 contains 50100 members 
Mstep: Class 24 contains 51393 members 
Mstep: Class 25 contains 50788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200528.000000 Penalty: 79215.406250
Iteration 436Q: 25 clusters Score -1.102005e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28499 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 39938 members 
Mstep: Class 5 contains 42156 members 
Mstep: Class 6 contains 35315 members 
Mstep: Class 7 contains 6738 members 
Mstep: Class 8 contains 47101 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 49888 members 
Mstep: Class 11 contains 43348 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 53119 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11694 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 26254 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 53728 members 
Mstep: Class 23 contains 50071 members 
Mstep: Class 24 contains 51456 members 
Mstep: Class 25 contains 50828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200808.000000 Penalty: 79215.406250
Iteration 437Q: 25 clusters Score -1.102008e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28496 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40036 members 
Mstep: Class 5 contains 42123 members 
Mstep: Class 6 contains 35262 members 
Mstep: Class 7 contains 6740 members 
Mstep: Class 8 contains 47072 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 49894 members 
Mstep: Class 11 contains 43239 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 53193 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11652 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 26179 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 53848 members 
Mstep: Class 23 contains 50057 members 
Mstep: Class 24 contains 51489 members 
Mstep: Class 25 contains 50835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200656.000000 Penalty: 79215.406250
Iteration 438Q: 25 clusters Score -1.102007e+08 nChanged 1540
Entering ConstructFrom: 
Score: -110200656.000000 Penalty: 79215.406250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23298.146484 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -23298.15 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 133 members 
Entering Unmasked Estep 
Score: -22142.562500 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -22142.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22282.652344 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -22282.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22352.458984 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -22352.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22414.433594 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -22414.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22451.078125 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -22451.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22471.777344 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -22471.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22480.089844 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -22480.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22481.437500 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -22481.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22514.261719 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -22514.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22518.285156 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -22518.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22518.285156 Penalty: 2822.418457
	Iteration 10F: 3 clusters Score -22518.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Entering Unmasked Estep 
Score: -5144310.500000 Penalty: 2543.855957
	Iteration 0F: 2 clusters Score -5144310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -5124691.500000 Penalty: 5087.711914
	Iteration 0F: 3 clusters Score -5124692 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -5131768.000000 Penalty: 5087.711914
	Iteration 1F: 3 clusters Score -5131768 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5132335.500000 Penalty: 5087.711914
	Iteration 2F: 3 clusters Score -5132336 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -5132935.000000 Penalty: 5087.711914
	Iteration 3F: 3 clusters Score -5132935 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -5133653.000000 Penalty: 5087.711914
	Iteration 4F: 3 clusters Score -5133653 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -5134498.500000 Penalty: 5087.711914
	Iteration 5F: 3 clusters Score -5134498 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -5135460.500000 Penalty: 5087.711914
	Iteration 6F: 3 clusters Score -5135460 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -5136461.500000 Penalty: 5087.711914
	Iteration 7F: 3 clusters Score -5136462 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -5137276.000000 Penalty: 5087.711914
	Iteration 8F: 3 clusters Score -5137276 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -5137918.500000 Penalty: 5087.711914
	Iteration 9Q: 3 clusters Score -5137918 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -5138350.500000 Penalty: 5087.711914
	Iteration 10Q: 3 clusters Score -5138350 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -5138713.000000 Penalty: 5087.711914
	Iteration 11Q: 3 clusters Score -5138713 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -5139022.000000 Penalty: 5087.711914
	Iteration 12Q: 3 clusters Score -5139022 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5139251.000000 Penalty: 5087.711914
	Iteration 13Q: 3 clusters Score -5139251 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5139540.000000 Penalty: 5087.711914
	Iteration 14Q: 3 clusters Score -5139540 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -5139810.500000 Penalty: 5087.711914
	Iteration 15Q: 3 clusters Score -5139810 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5140047.000000 Penalty: 5087.711914
	Iteration 16Q: 3 clusters Score -5140047 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5140297.500000 Penalty: 5087.711914
	Iteration 17Q: 3 clusters Score -5140298 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5140621.000000 Penalty: 5087.711914
	Iteration 18Q: 3 clusters Score -5140621 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5140904.000000 Penalty: 5087.711914
	Iteration 19Q: 3 clusters Score -5140904 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5141213.000000 Penalty: 5087.711914
	Iteration 20F: 3 clusters Score -5141213 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5141459.500000 Penalty: 5087.711914
	Iteration 21Q: 3 clusters Score -5141460 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5141627.500000 Penalty: 5087.711914
	Iteration 22Q: 3 clusters Score -5141628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5141830.000000 Penalty: 5087.711914
	Iteration 23Q: 3 clusters Score -5141830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5142021.000000 Penalty: 5087.711914
	Iteration 24Q: 3 clusters Score -5142021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5142131.500000 Penalty: 5087.711914
	Iteration 25Q: 3 clusters Score -5142132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5142188.000000 Penalty: 5087.711914
	Iteration 26Q: 3 clusters Score -5142188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5142218.000000 Penalty: 5087.711914
	Iteration 27Q: 3 clusters Score -5142218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5142239.500000 Penalty: 5087.711914
	Iteration 28Q: 3 clusters Score -5142240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5142243.500000 Penalty: 5087.711914
	Iteration 29Q: 3 clusters Score -5142244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5142255.000000 Penalty: 5087.711914
	Iteration 30Q: 3 clusters Score -5142255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5142254.500000 Penalty: 5087.711914
	Iteration 31Q: 3 clusters Score -5142254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5142259.500000 Penalty: 5087.711914
	Iteration 32Q: 3 clusters Score -5142260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5142259.500000 Penalty: 5087.711914
	Iteration 33F: 3 clusters Score -5142260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -52064.167969 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -52064.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50710.191406 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -50710.19 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51249.699219 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -51249.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51435.562500 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -51435.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51576.496094 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -51576.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51630.011719 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -51630.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51637.472656 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -51637.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51639.187500 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -51639.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51639.187500 Penalty: 3064.260254
	Iteration 7F: 3 clusters Score -51639.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Entering Unmasked Estep 
Score: -7441501.000000 Penalty: 2628.739258
	Iteration 0F: 2 clusters Score -7441501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -7414403.000000 Penalty: 5257.478516
	Iteration 0F: 3 clusters Score -7414403 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -7424410.500000 Penalty: 5257.478516
	Iteration 1F: 3 clusters Score -7424410 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -7425123.500000 Penalty: 5257.478516
	Iteration 2Q: 3 clusters Score -7425124 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -7425984.000000 Penalty: 5257.478516
	Iteration 3Q: 3 clusters Score -7425984 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -7426993.500000 Penalty: 5257.478516
	Iteration 4Q: 3 clusters Score -7426994 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -7428299.000000 Penalty: 5257.478516
	Iteration 5Q: 3 clusters Score -7428299 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -7429809.000000 Penalty: 5257.478516
	Iteration 6F: 3 clusters Score -7429809 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -7431545.000000 Penalty: 5257.478516
	Iteration 7F: 3 clusters Score -7431545 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -7433314.500000 Penalty: 5257.478516
	Iteration 8F: 3 clusters Score -7433314 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -7434779.500000 Penalty: 5257.478516
	Iteration 9F: 3 clusters Score -7434780 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -7435817.500000 Penalty: 5257.478516
	Iteration 10F: 3 clusters Score -7435818 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -7436382.000000 Penalty: 5257.478516
	Iteration 11Q: 3 clusters Score -7436382 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -7436711.500000 Penalty: 5257.478516
	Iteration 12Q: 3 clusters Score -7436712 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -7436936.000000 Penalty: 5257.478516
	Iteration 13Q: 3 clusters Score -7436936 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -7437147.000000 Penalty: 5257.478516
	Iteration 14Q: 3 clusters Score -7437147 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -7437390.000000 Penalty: 5257.478516
	Iteration 15Q: 3 clusters Score -7437390 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -7437661.500000 Penalty: 5257.478516
	Iteration 16Q: 3 clusters Score -7437662 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -7437994.000000 Penalty: 5257.478516
	Iteration 17Q: 3 clusters Score -7437994 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -7438309.000000 Penalty: 5257.478516
	Iteration 18Q: 3 clusters Score -7438309 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -7438620.500000 Penalty: 5257.478516
	Iteration 19Q: 3 clusters Score -7438620 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -7438791.500000 Penalty: 5257.478516
	Iteration 20F: 3 clusters Score -7438792 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -7438971.000000 Penalty: 5257.478516
	Iteration 21Q: 3 clusters Score -7438971 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -7439140.000000 Penalty: 5257.478516
	Iteration 22Q: 3 clusters Score -7439140 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -7439248.500000 Penalty: 5257.478516
	Iteration 23Q: 3 clusters Score -7439248 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -7439334.500000 Penalty: 5257.478516
	Iteration 24Q: 3 clusters Score -7439334 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -7439422.000000 Penalty: 5257.478516
	Iteration 25Q: 3 clusters Score -7439422 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -7439505.500000 Penalty: 5257.478516
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Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7439624 nChanged 370
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Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7439718 nChanged 379
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Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 10662 members 
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	Iteration 29Q: 3 clusters Score -7439778 nChanged 312
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Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 10350 members 
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	Iteration 30Q: 3 clusters Score -7439850 nChanged 333
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Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7439931 nChanged 337
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Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7440000 nChanged 330
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Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 9350 members 
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	Iteration 33Q: 3 clusters Score -7440100 nChanged 338
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Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7440187 nChanged 280
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Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 8443 members 
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	Iteration 36Q: 3 clusters Score -7440256 nChanged 276
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Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 8167 members 
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	Iteration 37Q: 3 clusters Score -7440293 nChanged 271
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Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 7896 members 
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Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7440422 nChanged 258
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Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7440459 nChanged 227
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Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 6928 members 
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Mstep: Class 2 contains 6689 members 
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Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 6287 members 
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Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 6128 members 
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	Iteration 46Q: 3 clusters Score -7440666 nChanged 147
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Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 5981 members 
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	Iteration 47Q: 3 clusters Score -7440704 nChanged 119
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Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7440721 nChanged 121
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Mstep: Class 1 contains 34384 members 
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	Iteration 49Q: 3 clusters Score -7440716 nChanged 114
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Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 5627 members 
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	Iteration 50Q: 3 clusters Score -7440732 nChanged 86
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Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 5466 members 
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	Iteration 52Q: 3 clusters Score -7440744 nChanged 67
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Mstep: Class 2 contains 5399 members 
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Mstep: Class 2 contains 5335 members 
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Mstep: Class 2 contains 5276 members 
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	Iteration 57Q: 3 clusters Score -7440799 nChanged 56
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	Iteration 58Q: 3 clusters Score -7440798 nChanged 59
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	Iteration 59Q: 3 clusters Score -7440794 nChanged 62
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	Iteration 60F: 3 clusters Score -7440794 nChanged 54
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Mstep: Class 1 contains 35200 members 
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	Iteration 61Q: 3 clusters Score -7440802 nChanged 43
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Mstep: Class 1 contains 35243 members 
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	Iteration 63Q: 3 clusters Score -7440796 nChanged 38
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Mstep: Class 1 contains 35328 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7440802 nChanged 42
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Mstep: Class 1 contains 35370 members 
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Mstep: Class 1 contains 35411 members 
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	Iteration 66Q: 3 clusters Score -7440794 nChanged 35
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	Iteration 67Q: 3 clusters Score -7440798 nChanged 25
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	Iteration 68Q: 3 clusters Score -7440820 nChanged 24
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	Iteration 69Q: 3 clusters Score -7440820 nChanged 26
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Mstep: Class 1 contains 35521 members 
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	Iteration 70Q: 3 clusters Score -7440840 nChanged 25
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	Iteration 71Q: 3 clusters Score -7440840 nChanged 17
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Mstep: Class 1 contains 35563 members 
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	Iteration 73Q: 3 clusters Score -7440851 nChanged 10
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	Iteration 74Q: 3 clusters Score -7440856 nChanged 13
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	Iteration 75Q: 3 clusters Score -7440850 nChanged 12
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	Iteration 76Q: 3 clusters Score -7440847 nChanged 17
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	Iteration 77Q: 3 clusters Score -7440858 nChanged 10
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	Iteration 78Q: 3 clusters Score -7440855 nChanged 6
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	Iteration 80F: 3 clusters Score -7440854 nChanged 6
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Mstep: Class 1 contains 35657 members 
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	Iteration 82Q: 3 clusters Score -7440852 nChanged 9
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	Iteration 83Q: 3 clusters Score -7440852 nChanged 5
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Mstep: Class 1 contains 35678 members 
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	Iteration 84Q: 3 clusters Score -7440852 nChanged 4
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	Iteration 85Q: 3 clusters Score -7440850 nChanged 3
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	Iteration 86Q: 3 clusters Score -7440844 nChanged 3
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	Iteration 87Q: 3 clusters Score -7440849 nChanged 2
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	Iteration 88Q: 3 clusters Score -7440848 nChanged 1
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	Iteration 89Q: 3 clusters Score -7440850 nChanged 1
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	Iteration 90Q: 3 clusters Score -7440850 nChanged 1
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	Iteration 91Q: 3 clusters Score -7440845 nChanged 5
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	Iteration 92Q: 3 clusters Score -7440852 nChanged 6
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	Iteration 93Q: 3 clusters Score -7440846 nChanged 5
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	Iteration 94Q: 3 clusters Score -7440846 nChanged 5
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	Iteration 95Q: 3 clusters Score -7440848 nChanged 12
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	Iteration 96Q: 3 clusters Score -7440860 nChanged 17
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	Iteration 97Q: 3 clusters Score -7440864 nChanged 13
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	Iteration 98Q: 3 clusters Score -7440866 nChanged 12
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	Iteration 99Q: 3 clusters Score -7440876 nChanged 12
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	Iteration 100F: 3 clusters Score -7440858 nChanged 15
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	Iteration 101Q: 3 clusters Score -7440860 nChanged 8
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	Iteration 102Q: 3 clusters Score -7440864 nChanged 11
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	Iteration 103Q: 3 clusters Score -7440865 nChanged 13
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	Iteration 104Q: 3 clusters Score -7440865 nChanged 12
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	Iteration 106Q: 3 clusters Score -7440847 nChanged 13
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	Iteration 107Q: 3 clusters Score -7440859 nChanged 17
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	Iteration 108Q: 3 clusters Score -7440860 nChanged 15
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	Iteration 109Q: 3 clusters Score -7440862 nChanged 14
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	Iteration 110Q: 3 clusters Score -7440856 nChanged 12
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	Iteration 111Q: 3 clusters Score -7440852 nChanged 16
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	Iteration 112Q: 3 clusters Score -7440860 nChanged 16
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	Iteration 113Q: 3 clusters Score -7440845 nChanged 11
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	Iteration 114Q: 3 clusters Score -7440840 nChanged 6
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	Iteration 115Q: 3 clusters Score -7440850 nChanged 6
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	Iteration 116Q: 3 clusters Score -7440854 nChanged 6
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	Iteration 117Q: 3 clusters Score -7440848 nChanged 9
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	Iteration 118Q: 3 clusters Score -7440854 nChanged 11
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Score: -7440852.500000 Penalty: 5257.478516
	Iteration 119Q: 3 clusters Score -7440852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -7440859.000000 Penalty: 5257.478516
	Iteration 120F: 3 clusters Score -7440859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -7440862.000000 Penalty: 5257.478516
	Iteration 121Q: 3 clusters Score -7440862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7440857.000000 Penalty: 5257.478516
	Iteration 122Q: 3 clusters Score -7440857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -7440865.500000 Penalty: 5257.478516
	Iteration 123Q: 3 clusters Score -7440866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -7440859.500000 Penalty: 5257.478516
	Iteration 124Q: 3 clusters Score -7440860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -7440851.000000 Penalty: 5257.478516
	Iteration 125Q: 3 clusters Score -7440851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -7440855.500000 Penalty: 5257.478516
	Iteration 126Q: 3 clusters Score -7440856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -7440856.500000 Penalty: 5257.478516
	Iteration 127Q: 3 clusters Score -7440856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -7440855.000000 Penalty: 5257.478516
	Iteration 128Q: 3 clusters Score -7440855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7440852.000000 Penalty: 5257.478516
	Iteration 129Q: 3 clusters Score -7440852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -7440853.000000 Penalty: 5257.478516
	Iteration 130Q: 3 clusters Score -7440853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7440853.000000 Penalty: 5257.478516
	Iteration 131Q: 3 clusters Score -7440853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -7440855.500000 Penalty: 5257.478516
	Iteration 132Q: 3 clusters Score -7440856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7440856.500000 Penalty: 5257.478516
	Iteration 133Q: 3 clusters Score -7440856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -7440856.500000 Penalty: 5257.478516
	Iteration 134Q: 3 clusters Score -7440856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -7440862.500000 Penalty: 5257.478516
	Iteration 135Q: 3 clusters Score -7440862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7440865.500000 Penalty: 5257.478516
	Iteration 136Q: 3 clusters Score -7440866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -7440868.000000 Penalty: 5257.478516
	Iteration 137Q: 3 clusters Score -7440868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7440861.500000 Penalty: 5257.478516
	Iteration 138Q: 3 clusters Score -7440862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7440861.500000 Penalty: 5257.478516
	Iteration 139F: 3 clusters Score -7440862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Entering Unmasked Estep 
Score: -7752184.000000 Penalty: 2640.643311
	Iteration 0F: 2 clusters Score -7752184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -7723675.500000 Penalty: 5281.286621
	Iteration 0F: 3 clusters Score -7723676 nChanged 19334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -7734407.000000 Penalty: 5281.286621
	Iteration 1F: 3 clusters Score -7734407 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -7735010.500000 Penalty: 5281.286621
	Iteration 2Q: 3 clusters Score -7735010 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -7735697.000000 Penalty: 5281.286621
	Iteration 3Q: 3 clusters Score -7735697 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -7736698.000000 Penalty: 5281.286621
	Iteration 4Q: 3 clusters Score -7736698 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -7738277.500000 Penalty: 5281.286621
	Iteration 5F: 3 clusters Score -7738278 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -7740850.500000 Penalty: 5281.286621
	Iteration 6F: 3 clusters Score -7740850 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -7743949.500000 Penalty: 5281.286621
	Iteration 7F: 3 clusters Score -7743950 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -7746751.500000 Penalty: 5281.286621
	Iteration 8F: 3 clusters Score -7746752 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7748358.000000 Penalty: 5281.286621
	Iteration 9Q: 3 clusters Score -7748358 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7749096.500000 Penalty: 5281.286621
	Iteration 10Q: 3 clusters Score -7749096 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7749506.500000 Penalty: 5281.286621
	Iteration 11Q: 3 clusters Score -7749506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7749675.500000 Penalty: 5281.286621
	Iteration 12Q: 3 clusters Score -7749676 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7749763.000000 Penalty: 5281.286621
	Iteration 13Q: 3 clusters Score -7749763 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7749817.000000 Penalty: 5281.286621
	Iteration 14Q: 3 clusters Score -7749817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7749869.000000 Penalty: 5281.286621
	Iteration 15Q: 3 clusters Score -7749869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7749889.500000 Penalty: 5281.286621
	Iteration 16Q: 3 clusters Score -7749890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7749896.000000 Penalty: 5281.286621
	Iteration 17Q: 3 clusters Score -7749896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7749902.500000 Penalty: 5281.286621
	Iteration 18Q: 3 clusters Score -7749902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7749914.500000 Penalty: 5281.286621
	Iteration 19Q: 3 clusters Score -7749914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7749921.500000 Penalty: 5281.286621
	Iteration 20F: 3 clusters Score -7749922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7749919.000000 Penalty: 5281.286621
	Iteration 21Q: 3 clusters Score -7749919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7749919.000000 Penalty: 5281.286621
	Iteration 22F: 3 clusters Score -7749919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Entering Unmasked Estep 
Score: -6569102.500000 Penalty: 2596.459961
	Iteration 0F: 2 clusters Score -6569102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -6545309.000000 Penalty: 5192.919922
	Iteration 0F: 3 clusters Score -6545309 nChanged 16048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -6554143.500000 Penalty: 5192.919922
	Iteration 1F: 3 clusters Score -6554144 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -6554537.500000 Penalty: 5192.919922
	Iteration 2Q: 3 clusters Score -6554538 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -6554890.000000 Penalty: 5192.919922
	Iteration 3Q: 3 clusters Score -6554890 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -6555247.000000 Penalty: 5192.919922
	Iteration 4Q: 3 clusters Score -6555247 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -6555613.500000 Penalty: 5192.919922
	Iteration 5Q: 3 clusters Score -6555614 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -6555948.500000 Penalty: 5192.919922
	Iteration 6Q: 3 clusters Score -6555948 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -6556386.000000 Penalty: 5192.919922
	Iteration 7Q: 3 clusters Score -6556386 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -6556943.000000 Penalty: 5192.919922
	Iteration 8Q: 3 clusters Score -6556943 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -6557693.000000 Penalty: 5192.919922
	Iteration 9Q: 3 clusters Score -6557693 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -6558632.500000 Penalty: 5192.919922
	Iteration 10F: 3 clusters Score -6558632 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -6559988.000000 Penalty: 5192.919922
	Iteration 11F: 3 clusters Score -6559988 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -6561692.000000 Penalty: 5192.919922
	Iteration 12F: 3 clusters Score -6561692 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -6563460.000000 Penalty: 5192.919922
	Iteration 13F: 3 clusters Score -6563460 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -6564666.500000 Penalty: 5192.919922
	Iteration 14Q: 3 clusters Score -6564666 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -6565361.000000 Penalty: 5192.919922
	Iteration 15Q: 3 clusters Score -6565361 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -6565782.000000 Penalty: 5192.919922
	Iteration 16Q: 3 clusters Score -6565782 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -6566065.000000 Penalty: 5192.919922
	Iteration 17Q: 3 clusters Score -6566065 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -6566312.000000 Penalty: 5192.919922
	Iteration 18Q: 3 clusters Score -6566312 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -6566494.000000 Penalty: 5192.919922
	Iteration 19Q: 3 clusters Score -6566494 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -6566680.500000 Penalty: 5192.919922
	Iteration 20F: 3 clusters Score -6566680 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -6566760.500000 Penalty: 5192.919922
	Iteration 21Q: 3 clusters Score -6566760 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -6566858.000000 Penalty: 5192.919922
	Iteration 22Q: 3 clusters Score -6566858 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -6566960.000000 Penalty: 5192.919922
	Iteration 23Q: 3 clusters Score -6566960 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6567016.500000 Penalty: 5192.919922
	Iteration 24Q: 3 clusters Score -6567016 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6567098.500000 Penalty: 5192.919922
	Iteration 25Q: 3 clusters Score -6567098 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6567152.000000 Penalty: 5192.919922
	Iteration 26Q: 3 clusters Score -6567152 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6567200.500000 Penalty: 5192.919922
	Iteration 27Q: 3 clusters Score -6567200 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6567227.000000 Penalty: 5192.919922
	Iteration 28Q: 3 clusters Score -6567227 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6567242.000000 Penalty: 5192.919922
	Iteration 29Q: 3 clusters Score -6567242 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6567273.500000 Penalty: 5192.919922
	Iteration 30Q: 3 clusters Score -6567274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6567280.000000 Penalty: 5192.919922
	Iteration 31Q: 3 clusters Score -6567280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6567297.500000 Penalty: 5192.919922
	Iteration 32Q: 3 clusters Score -6567298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6567319.500000 Penalty: 5192.919922
	Iteration 33Q: 3 clusters Score -6567320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6567327.500000 Penalty: 5192.919922
	Iteration 34Q: 3 clusters Score -6567328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6567326.000000 Penalty: 5192.919922
	Iteration 35Q: 3 clusters Score -6567326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6567347.500000 Penalty: 5192.919922
	Iteration 36Q: 3 clusters Score -6567348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6567340.500000 Penalty: 5192.919922
	Iteration 37Q: 3 clusters Score -6567340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6567341.000000 Penalty: 5192.919922
	Iteration 38Q: 3 clusters Score -6567341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6567348.500000 Penalty: 5192.919922
	Iteration 39Q: 3 clusters Score -6567348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6567344.500000 Penalty: 5192.919922
	Iteration 40F: 3 clusters Score -6567344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6567348.000000 Penalty: 5192.919922
	Iteration 41Q: 3 clusters Score -6567348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6567345.500000 Penalty: 5192.919922
	Iteration 42Q: 3 clusters Score -6567346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6567351.500000 Penalty: 5192.919922
	Iteration 43Q: 3 clusters Score -6567352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6567356.500000 Penalty: 5192.919922
	Iteration 44Q: 3 clusters Score -6567356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6567348.000000 Penalty: 5192.919922
	Iteration 45Q: 3 clusters Score -6567348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6567352.000000 Penalty: 5192.919922
	Iteration 46Q: 3 clusters Score -6567352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6567364.000000 Penalty: 5192.919922
	Iteration 47Q: 3 clusters Score -6567364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6567362.500000 Penalty: 5192.919922
	Iteration 48Q: 3 clusters Score -6567362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6567368.000000 Penalty: 5192.919922
	Iteration 49Q: 3 clusters Score -6567368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6567358.000000 Penalty: 5192.919922
	Iteration 50Q: 3 clusters Score -6567358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6567362.500000 Penalty: 5192.919922
	Iteration 51Q: 3 clusters Score -6567362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6567369.000000 Penalty: 5192.919922
	Iteration 52Q: 3 clusters Score -6567369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6567369.500000 Penalty: 5192.919922
	Iteration 53Q: 3 clusters Score -6567370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6567366.000000 Penalty: 5192.919922
	Iteration 54Q: 3 clusters Score -6567366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6567363.000000 Penalty: 5192.919922
	Iteration 55Q: 3 clusters Score -6567363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6567366.000000 Penalty: 5192.919922
	Iteration 56Q: 3 clusters Score -6567366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6567369.500000 Penalty: 5192.919922
	Iteration 57Q: 3 clusters Score -6567370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6567375.000000 Penalty: 5192.919922
	Iteration 58Q: 3 clusters Score -6567375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6567367.000000 Penalty: 5192.919922
	Iteration 59Q: 3 clusters Score -6567367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6567363.000000 Penalty: 5192.919922
	Iteration 60F: 3 clusters Score -6567363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6567363.000000 Penalty: 5192.919922
	Iteration 61Q: 3 clusters Score -6567363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6567364.500000 Penalty: 5192.919922
	Iteration 62Q: 3 clusters Score -6567364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6567360.500000 Penalty: 5192.919922
	Iteration 63Q: 3 clusters Score -6567360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6567356.500000 Penalty: 5192.919922
	Iteration 64Q: 3 clusters Score -6567356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6567358.000000 Penalty: 5192.919922
	Iteration 65Q: 3 clusters Score -6567358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6567359.000000 Penalty: 5192.919922
	Iteration 66Q: 3 clusters Score -6567359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6567365.000000 Penalty: 5192.919922
	Iteration 67Q: 3 clusters Score -6567365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6567367.500000 Penalty: 5192.919922
	Iteration 68Q: 3 clusters Score -6567368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6567373.000000 Penalty: 5192.919922
	Iteration 69Q: 3 clusters Score -6567373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6567369.000000 Penalty: 5192.919922
	Iteration 70Q: 3 clusters Score -6567369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6567375.500000 Penalty: 5192.919922
	Iteration 71Q: 3 clusters Score -6567376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6567372.500000 Penalty: 5192.919922
	Iteration 72Q: 3 clusters Score -6567372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6567370.000000 Penalty: 5192.919922
	Iteration 73Q: 3 clusters Score -6567370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6567370.000000 Penalty: 5192.919922
	Iteration 74F: 3 clusters Score -6567370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -1244605.500000 Penalty: 2186.506104
	Iteration 0F: 2 clusters Score -1244606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1239012.250000 Penalty: 4373.012207
	Iteration 0F: 3 clusters Score -1239012 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1240419.250000 Penalty: 4373.012207
	Iteration 1F: 3 clusters Score -1240419 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1240644.875000 Penalty: 4373.012207
	Iteration 2F: 3 clusters Score -1240645 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1240787.125000 Penalty: 4373.012207
	Iteration 3Q: 3 clusters Score -1240787 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1240885.375000 Penalty: 4373.012207
	Iteration 4Q: 3 clusters Score -1240885 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1240967.875000 Penalty: 4373.012207
	Iteration 5Q: 3 clusters Score -1240968 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1241048.625000 Penalty: 4373.012207
	Iteration 6Q: 3 clusters Score -1241049 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1241120.375000 Penalty: 4373.012207
	Iteration 7Q: 3 clusters Score -1241120 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1241179.750000 Penalty: 4373.012207
	Iteration 8Q: 3 clusters Score -1241180 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1241245.375000 Penalty: 4373.012207
	Iteration 9Q: 3 clusters Score -1241245 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1241310.375000 Penalty: 4373.012207
	Iteration 10Q: 3 clusters Score -1241310 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1241392.750000 Penalty: 4373.012207
	Iteration 11Q: 3 clusters Score -1241393 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1241488.000000 Penalty: 4373.012207
	Iteration 12Q: 3 clusters Score -1241488 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1241607.625000 Penalty: 4373.012207
	Iteration 13Q: 3 clusters Score -1241608 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1241732.875000 Penalty: 4373.012207
	Iteration 14Q: 3 clusters Score -1241733 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1241846.875000 Penalty: 4373.012207
	Iteration 15Q: 3 clusters Score -1241847 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1241967.875000 Penalty: 4373.012207
	Iteration 16Q: 3 clusters Score -1241968 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1242077.500000 Penalty: 4373.012207
	Iteration 17Q: 3 clusters Score -1242078 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1242188.875000 Penalty: 4373.012207
	Iteration 18Q: 3 clusters Score -1242189 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1242280.250000 Penalty: 4373.012207
	Iteration 19Q: 3 clusters Score -1242280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1242365.625000 Penalty: 4373.012207
	Iteration 20F: 3 clusters Score -1242366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1242410.375000 Penalty: 4373.012207
	Iteration 21Q: 3 clusters Score -1242410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1242449.125000 Penalty: 4373.012207
	Iteration 22Q: 3 clusters Score -1242449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1242486.750000 Penalty: 4373.012207
	Iteration 23Q: 3 clusters Score -1242487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1242514.625000 Penalty: 4373.012207
	Iteration 24Q: 3 clusters Score -1242515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1242545.500000 Penalty: 4373.012207
	Iteration 25Q: 3 clusters Score -1242546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1242566.250000 Penalty: 4373.012207
	Iteration 26Q: 3 clusters Score -1242566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1242581.750000 Penalty: 4373.012207
	Iteration 27Q: 3 clusters Score -1242582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1242592.875000 Penalty: 4373.012207
	Iteration 28Q: 3 clusters Score -1242593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1242603.125000 Penalty: 4373.012207
	Iteration 29Q: 3 clusters Score -1242603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1242613.750000 Penalty: 4373.012207
	Iteration 30Q: 3 clusters Score -1242614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1242618.875000 Penalty: 4373.012207
	Iteration 31Q: 3 clusters Score -1242619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1242627.625000 Penalty: 4373.012207
	Iteration 32Q: 3 clusters Score -1242628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1242630.125000 Penalty: 4373.012207
	Iteration 33Q: 3 clusters Score -1242630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1242636.000000 Penalty: 4373.012207
	Iteration 34Q: 3 clusters Score -1242636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1242639.875000 Penalty: 4373.012207
	Iteration 35Q: 3 clusters Score -1242640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1242642.000000 Penalty: 4373.012207
	Iteration 36Q: 3 clusters Score -1242642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1242642.625000 Penalty: 4373.012207
	Iteration 37Q: 3 clusters Score -1242643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1242645.000000 Penalty: 4373.012207
	Iteration 38Q: 3 clusters Score -1242645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1242650.625000 Penalty: 4373.012207
	Iteration 39Q: 3 clusters Score -1242651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1242653.625000 Penalty: 4373.012207
	Iteration 40F: 3 clusters Score -1242654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1242652.875000 Penalty: 4373.012207
	Iteration 41Q: 3 clusters Score -1242653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1242655.000000 Penalty: 4373.012207
	Iteration 42Q: 3 clusters Score -1242655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1242656.000000 Penalty: 4373.012207
	Iteration 43Q: 3 clusters Score -1242656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1242656.000000 Penalty: 4373.012207
	Iteration 44F: 3 clusters Score -1242656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Entering Unmasked Estep 
Score: -8767354.000000 Penalty: 2668.160400
	Iteration 0F: 2 clusters Score -8767354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -8736222.000000 Penalty: 5336.320801
	Iteration 0F: 3 clusters Score -8736222 nChanged 21771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -8748344.000000 Penalty: 5336.320801
	Iteration 1F: 3 clusters Score -8748344 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -8748945.000000 Penalty: 5336.320801
	Iteration 2Q: 3 clusters Score -8748945 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -8749727.000000 Penalty: 5336.320801
	Iteration 3Q: 3 clusters Score -8749727 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -8750637.000000 Penalty: 5336.320801
	Iteration 4Q: 3 clusters Score -8750637 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -8752090.000000 Penalty: 5336.320801
	Iteration 5F: 3 clusters Score -8752090 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -8754103.000000 Penalty: 5336.320801
	Iteration 6F: 3 clusters Score -8754103 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -8756603.000000 Penalty: 5336.320801
	Iteration 7F: 3 clusters Score -8756603 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -8759372.000000 Penalty: 5336.320801
	Iteration 8F: 3 clusters Score -8759372 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -8761768.000000 Penalty: 5336.320801
	Iteration 9F: 3 clusters Score -8761768 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8763312.000000 Penalty: 5336.320801
	Iteration 10Q: 3 clusters Score -8763312 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8764290.000000 Penalty: 5336.320801
	Iteration 11Q: 3 clusters Score -8764290 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8764775.000000 Penalty: 5336.320801
	Iteration 12Q: 3 clusters Score -8764775 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8764999.000000 Penalty: 5336.320801
	Iteration 13Q: 3 clusters Score -8764999 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8765116.000000 Penalty: 5336.320801
	Iteration 14Q: 3 clusters Score -8765116 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8765198.000000 Penalty: 5336.320801
	Iteration 15Q: 3 clusters Score -8765198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8765245.000000 Penalty: 5336.320801
	Iteration 16Q: 3 clusters Score -8765245 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8765282.000000 Penalty: 5336.320801
	Iteration 17Q: 3 clusters Score -8765282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8765297.000000 Penalty: 5336.320801
	Iteration 18Q: 3 clusters Score -8765297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8765301.000000 Penalty: 5336.320801
	Iteration 19Q: 3 clusters Score -8765301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8765320.000000 Penalty: 5336.320801
	Iteration 20F: 3 clusters Score -8765320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8765342.000000 Penalty: 5336.320801
	Iteration 21Q: 3 clusters Score -8765342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8765367.000000 Penalty: 5336.320801
	Iteration 22Q: 3 clusters Score -8765367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8765392.000000 Penalty: 5336.320801
	Iteration 23Q: 3 clusters Score -8765392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8765392.000000 Penalty: 5336.320801
	Iteration 24Q: 3 clusters Score -8765392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8765398.000000 Penalty: 5336.320801
	Iteration 25Q: 3 clusters Score -8765398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8765417.000000 Penalty: 5336.320801
	Iteration 26Q: 3 clusters Score -8765417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8765415.000000 Penalty: 5336.320801
	Iteration 27Q: 3 clusters Score -8765415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8765405.000000 Penalty: 5336.320801
	Iteration 28Q: 3 clusters Score -8765405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8765416.000000 Penalty: 5336.320801
	Iteration 29Q: 3 clusters Score -8765416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8765416.000000 Penalty: 5336.320801
	Iteration 30Q: 3 clusters Score -8765416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8765417.000000 Penalty: 5336.320801
	Iteration 31Q: 3 clusters Score -8765417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8765413.000000 Penalty: 5336.320801
	Iteration 32Q: 3 clusters Score -8765413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8765413.000000 Penalty: 5336.320801
	Iteration 33F: 3 clusters Score -8765413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Entering Unmasked Estep 
Score: -839313.125000 Penalty: 2088.219971
	Iteration 0F: 2 clusters Score -839313.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -835132.375000 Penalty: 4176.439941
	Iteration 0F: 3 clusters Score -835132.4 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -836089.812500 Penalty: 4176.439941
	Iteration 1F: 3 clusters Score -836089.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -836320.750000 Penalty: 4176.439941
	Iteration 2F: 3 clusters Score -836320.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -836494.750000 Penalty: 4176.439941
	Iteration 3F: 3 clusters Score -836494.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -836619.562500 Penalty: 4176.439941
	Iteration 4Q: 3 clusters Score -836619.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -836712.812500 Penalty: 4176.439941
	Iteration 5Q: 3 clusters Score -836712.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -836790.875000 Penalty: 4176.439941
	Iteration 6Q: 3 clusters Score -836790.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -836871.375000 Penalty: 4176.439941
	Iteration 7Q: 3 clusters Score -836871.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -836962.812500 Penalty: 4176.439941
	Iteration 8Q: 3 clusters Score -836962.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -837051.250000 Penalty: 4176.439941
	Iteration 9Q: 3 clusters Score -837051.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -837138.125000 Penalty: 4176.439941
	Iteration 10Q: 3 clusters Score -837138.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -837215.250000 Penalty: 4176.439941
	Iteration 11Q: 3 clusters Score -837215.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -837288.562500 Penalty: 4176.439941
	Iteration 12Q: 3 clusters Score -837288.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -837380.187500 Penalty: 4176.439941
	Iteration 13Q: 3 clusters Score -837380.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -837462.562500 Penalty: 4176.439941
	Iteration 14Q: 3 clusters Score -837462.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -837544.750000 Penalty: 4176.439941
	Iteration 15Q: 3 clusters Score -837544.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -837626.687500 Penalty: 4176.439941
	Iteration 16Q: 3 clusters Score -837626.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -837684.875000 Penalty: 4176.439941
	Iteration 17Q: 3 clusters Score -837684.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -837728.062500 Penalty: 4176.439941
	Iteration 18Q: 3 clusters Score -837728.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -837774.500000 Penalty: 4176.439941
	Iteration 19Q: 3 clusters Score -837774.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -837807.937500 Penalty: 4176.439941
	Iteration 20F: 3 clusters Score -837807.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -837835.625000 Penalty: 4176.439941
	Iteration 21Q: 3 clusters Score -837835.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -837866.250000 Penalty: 4176.439941
	Iteration 22Q: 3 clusters Score -837866.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -837890.000000 Penalty: 4176.439941
	Iteration 23Q: 3 clusters Score -837890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -837905.250000 Penalty: 4176.439941
	Iteration 24Q: 3 clusters Score -837905.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -837918.375000 Penalty: 4176.439941
	Iteration 25Q: 3 clusters Score -837918.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -837926.250000 Penalty: 4176.439941
	Iteration 26Q: 3 clusters Score -837926.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -837929.937500 Penalty: 4176.439941
	Iteration 27Q: 3 clusters Score -837929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -837934.562500 Penalty: 4176.439941
	Iteration 28Q: 3 clusters Score -837934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -837936.375000 Penalty: 4176.439941
	Iteration 29Q: 3 clusters Score -837936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -837936.125000 Penalty: 4176.439941
	Iteration 30Q: 3 clusters Score -837936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -837936.562500 Penalty: 4176.439941
	Iteration 31Q: 3 clusters Score -837936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -837938.812500 Penalty: 4176.439941
	Iteration 32Q: 3 clusters Score -837938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -837940.562500 Penalty: 4176.439941
	Iteration 33Q: 3 clusters Score -837940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -837940.812500 Penalty: 4176.439941
	Iteration 34Q: 3 clusters Score -837940.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -837940.812500 Penalty: 4176.439941
	Iteration 35F: 3 clusters Score -837940.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Entering Unmasked Estep 
Score: -9322781.000000 Penalty: 2682.689209
	Iteration 0F: 2 clusters Score -9322781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -9291110.000000 Penalty: 5365.378418
	Iteration 0F: 3 clusters Score -9291110 nChanged 23037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -9303694.000000 Penalty: 5365.378418
	Iteration 1F: 3 clusters Score -9303694 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -9304205.000000 Penalty: 5365.378418
	Iteration 2Q: 3 clusters Score -9304205 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -9304764.000000 Penalty: 5365.378418
	Iteration 3Q: 3 clusters Score -9304764 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -9305235.000000 Penalty: 5365.378418
	Iteration 4Q: 3 clusters Score -9305235 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -9305797.000000 Penalty: 5365.378418
	Iteration 5Q: 3 clusters Score -9305797 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -9306376.000000 Penalty: 5365.378418
	Iteration 6Q: 3 clusters Score -9306376 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -9307137.000000 Penalty: 5365.378418
	Iteration 7Q: 3 clusters Score -9307137 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -9308165.000000 Penalty: 5365.378418
	Iteration 8Q: 3 clusters Score -9308165 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -9309457.000000 Penalty: 5365.378418
	Iteration 9Q: 3 clusters Score -9309457 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -9311100.000000 Penalty: 5365.378418
	Iteration 10F: 3 clusters Score -9311100 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -9313045.000000 Penalty: 5365.378418
	Iteration 11F: 3 clusters Score -9313045 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -9314696.000000 Penalty: 5365.378418
	Iteration 12Q: 3 clusters Score -9314696 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -9315709.000000 Penalty: 5365.378418
	Iteration 13Q: 3 clusters Score -9315709 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -9316262.000000 Penalty: 5365.378418
	Iteration 14Q: 3 clusters Score -9316262 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -9316651.000000 Penalty: 5365.378418
	Iteration 15Q: 3 clusters Score -9316651 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -9317109.000000 Penalty: 5365.378418
	Iteration 16Q: 3 clusters Score -9317109 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -9317658.000000 Penalty: 5365.378418
	Iteration 17Q: 3 clusters Score -9317658 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -9318152.000000 Penalty: 5365.378418
	Iteration 18Q: 3 clusters Score -9318152 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -9318762.000000 Penalty: 5365.378418
	Iteration 19Q: 3 clusters Score -9318762 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -9319378.000000 Penalty: 5365.378418
	Iteration 20F: 3 clusters Score -9319378 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -9319978.000000 Penalty: 5365.378418
	Iteration 21Q: 3 clusters Score -9319978 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -9320506.000000 Penalty: 5365.378418
	Iteration 22Q: 3 clusters Score -9320506 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -9320806.000000 Penalty: 5365.378418
	Iteration 23Q: 3 clusters Score -9320806 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -9321035.000000 Penalty: 5365.378418
	Iteration 24Q: 3 clusters Score -9321035 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -9321125.000000 Penalty: 5365.378418
	Iteration 25Q: 3 clusters Score -9321125 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -9321186.000000 Penalty: 5365.378418
	Iteration 26Q: 3 clusters Score -9321186 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -9321224.000000 Penalty: 5365.378418
	Iteration 27Q: 3 clusters Score -9321224 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -9321285.000000 Penalty: 5365.378418
	Iteration 28Q: 3 clusters Score -9321285 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -9321279.000000 Penalty: 5365.378418
	Iteration 29Q: 3 clusters Score -9321279 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -9321250.000000 Penalty: 5365.378418
	Iteration 30Q: 3 clusters Score -9321250 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -9321289.000000 Penalty: 5365.378418
	Iteration 31Q: 3 clusters Score -9321289 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -9321311.000000 Penalty: 5365.378418
	Iteration 32Q: 3 clusters Score -9321311 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -9321297.000000 Penalty: 5365.378418
	Iteration 33Q: 3 clusters Score -9321297 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -9321279.000000 Penalty: 5365.378418
	Iteration 34Q: 3 clusters Score -9321279 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -9321305.000000 Penalty: 5365.378418
	Iteration 35Q: 3 clusters Score -9321305 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -9321293.000000 Penalty: 5365.378418
	Iteration 36Q: 3 clusters Score -9321293 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -9321269.000000 Penalty: 5365.378418
	Iteration 37Q: 3 clusters Score -9321269 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -9321271.000000 Penalty: 5365.378418
	Iteration 38Q: 3 clusters Score -9321271 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -9321222.000000 Penalty: 5365.378418
	Iteration 39Q: 3 clusters Score -9321222 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -9321209.000000 Penalty: 5365.378418
	Iteration 40F: 3 clusters Score -9321209 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -9321238.000000 Penalty: 5365.378418
	Iteration 41Q: 3 clusters Score -9321238 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -9321235.000000 Penalty: 5365.378418
	Iteration 42Q: 3 clusters Score -9321235 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -9321231.000000 Penalty: 5365.378418
	Iteration 43Q: 3 clusters Score -9321231 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -9321236.000000 Penalty: 5365.378418
	Iteration 44Q: 3 clusters Score -9321236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -9321243.000000 Penalty: 5365.378418
	Iteration 45Q: 3 clusters Score -9321243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -9321236.000000 Penalty: 5365.378418
	Iteration 46Q: 3 clusters Score -9321236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -9321255.000000 Penalty: 5365.378418
	Iteration 47Q: 3 clusters Score -9321255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -9321260.000000 Penalty: 5365.378418
	Iteration 48Q: 3 clusters Score -9321260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -9321260.000000 Penalty: 5365.378418
	Iteration 49Q: 3 clusters Score -9321260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -9321248.000000 Penalty: 5365.378418
	Iteration 50Q: 3 clusters Score -9321248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -9321256.000000 Penalty: 5365.378418
	Iteration 51Q: 3 clusters Score -9321256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -9321262.000000 Penalty: 5365.378418
	Iteration 52Q: 3 clusters Score -9321262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -9321264.000000 Penalty: 5365.378418
	Iteration 53Q: 3 clusters Score -9321264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -9321267.000000 Penalty: 5365.378418
	Iteration 54Q: 3 clusters Score -9321267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -9321257.000000 Penalty: 5365.378418
	Iteration 55Q: 3 clusters Score -9321257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -9321268.000000 Penalty: 5365.378418
	Iteration 56Q: 3 clusters Score -9321268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -9321259.000000 Penalty: 5365.378418
	Iteration 57Q: 3 clusters Score -9321259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -9321260.000000 Penalty: 5365.378418
	Iteration 58Q: 3 clusters Score -9321260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -9321262.000000 Penalty: 5365.378418
	Iteration 59Q: 3 clusters Score -9321262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -9321267.000000 Penalty: 5365.378418
	Iteration 60F: 3 clusters Score -9321267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Entering Unmasked Estep 
Score: -7997607.000000 Penalty: 2646.327393
	Iteration 0F: 2 clusters Score -7997607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -7968703.000000 Penalty: 5292.654785
	Iteration 0F: 3 clusters Score -7968703 nChanged 19774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -7979709.500000 Penalty: 5292.654785
	Iteration 1F: 3 clusters Score -7979710 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -7980207.500000 Penalty: 5292.654785
	Iteration 2Q: 3 clusters Score -7980208 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -7980753.000000 Penalty: 5292.654785
	Iteration 3Q: 3 clusters Score -7980753 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -7981449.500000 Penalty: 5292.654785
	Iteration 4Q: 3 clusters Score -7981450 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -7982506.500000 Penalty: 5292.654785
	Iteration 5Q: 3 clusters Score -7982506 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -7984292.000000 Penalty: 5292.654785
	Iteration 6F: 3 clusters Score -7984292 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -7986817.500000 Penalty: 5292.654785
	Iteration 7F: 3 clusters Score -7986818 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -7989874.500000 Penalty: 5292.654785
	Iteration 8F: 3 clusters Score -7989874 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -7992391.000000 Penalty: 5292.654785
	Iteration 9F: 3 clusters Score -7992391 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -7993682.000000 Penalty: 5292.654785
	Iteration 10Q: 3 clusters Score -7993682 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -7994562.000000 Penalty: 5292.654785
	Iteration 11Q: 3 clusters Score -7994562 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -7995023.000000 Penalty: 5292.654785
	Iteration 12Q: 3 clusters Score -7995023 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -7995334.000000 Penalty: 5292.654785
	Iteration 13Q: 3 clusters Score -7995334 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -7995485.500000 Penalty: 5292.654785
	Iteration 14Q: 3 clusters Score -7995486 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -7995560.000000 Penalty: 5292.654785
	Iteration 15Q: 3 clusters Score -7995560 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -7995625.000000 Penalty: 5292.654785
	Iteration 16Q: 3 clusters Score -7995625 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -7995662.500000 Penalty: 5292.654785
	Iteration 17Q: 3 clusters Score -7995662 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -7995661.500000 Penalty: 5292.654785
	Iteration 18Q: 3 clusters Score -7995662 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -7995685.000000 Penalty: 5292.654785
	Iteration 19Q: 3 clusters Score -7995685 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -7995709.000000 Penalty: 5292.654785
	Iteration 20F: 3 clusters Score -7995709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -7995690.000000 Penalty: 5292.654785
	Iteration 21Q: 3 clusters Score -7995690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -7995710.500000 Penalty: 5292.654785
	Iteration 22Q: 3 clusters Score -7995710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -7995716.000000 Penalty: 5292.654785
	Iteration 23Q: 3 clusters Score -7995716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -7995731.000000 Penalty: 5292.654785
	Iteration 24Q: 3 clusters Score -7995731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -7995732.500000 Penalty: 5292.654785
	Iteration 25Q: 3 clusters Score -7995732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -7995742.500000 Penalty: 5292.654785
	Iteration 26Q: 3 clusters Score -7995742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -7995741.500000 Penalty: 5292.654785
	Iteration 27Q: 3 clusters Score -7995742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -7995733.000000 Penalty: 5292.654785
	Iteration 28Q: 3 clusters Score -7995733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -7995743.000000 Penalty: 5292.654785
	Iteration 29Q: 3 clusters Score -7995743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -7995745.500000 Penalty: 5292.654785
	Iteration 30Q: 3 clusters Score -7995746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -7995757.500000 Penalty: 5292.654785
	Iteration 31Q: 3 clusters Score -7995758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -7995761.500000 Penalty: 5292.654785
	Iteration 32Q: 3 clusters Score -7995762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -7995764.000000 Penalty: 5292.654785
	Iteration 33Q: 3 clusters Score -7995764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -7995768.000000 Penalty: 5292.654785
	Iteration 34Q: 3 clusters Score -7995768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -7995769.000000 Penalty: 5292.654785
	Iteration 35Q: 3 clusters Score -7995769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -7995760.000000 Penalty: 5292.654785
	Iteration 36Q: 3 clusters Score -7995760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -7995755.500000 Penalty: 5292.654785
	Iteration 37Q: 3 clusters Score -7995756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -7995760.000000 Penalty: 5292.654785
	Iteration 38Q: 3 clusters Score -7995760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -7995762.000000 Penalty: 5292.654785
	Iteration 39Q: 3 clusters Score -7995762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -7995758.000000 Penalty: 5292.654785
	Iteration 40F: 3 clusters Score -7995758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -7995768.500000 Penalty: 5292.654785
	Iteration 41Q: 3 clusters Score -7995768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -7995758.000000 Penalty: 5292.654785
	Iteration 42Q: 3 clusters Score -7995758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -7995759.500000 Penalty: 5292.654785
	Iteration 43Q: 3 clusters Score -7995760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -7995754.500000 Penalty: 5292.654785
	Iteration 44Q: 3 clusters Score -7995754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -7995756.000000 Penalty: 5292.654785
	Iteration 45Q: 3 clusters Score -7995756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -7995761.500000 Penalty: 5292.654785
	Iteration 46Q: 3 clusters Score -7995762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -7995767.000000 Penalty: 5292.654785
	Iteration 47Q: 3 clusters Score -7995767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -7995764.000000 Penalty: 5292.654785
	Iteration 48Q: 3 clusters Score -7995764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -7995768.500000 Penalty: 5292.654785
	Iteration 49Q: 3 clusters Score -7995768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -7995766.500000 Penalty: 5292.654785
	Iteration 50Q: 3 clusters Score -7995766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -7995770.000000 Penalty: 5292.654785
	Iteration 51Q: 3 clusters Score -7995770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -7995768.500000 Penalty: 5292.654785
	Iteration 52Q: 3 clusters Score -7995768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -7995769.500000 Penalty: 5292.654785
	Iteration 53Q: 3 clusters Score -7995770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -7995768.000000 Penalty: 5292.654785
	Iteration 54Q: 3 clusters Score -7995768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -7995773.000000 Penalty: 5292.654785
	Iteration 55Q: 3 clusters Score -7995773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -7995774.500000 Penalty: 5292.654785
	Iteration 56Q: 3 clusters Score -7995774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -7995775.000000 Penalty: 5292.654785
	Iteration 57Q: 3 clusters Score -7995775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -7995775.000000 Penalty: 5292.654785
	Iteration 58F: 3 clusters Score -7995775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -90983.914062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -90983.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89400.929688 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -89400.93 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89927.101562 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -89927.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90207.507812 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -90207.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90377.867188 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -90377.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -90495.218750 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -90495.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90586.671875 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -90586.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -90654.039062 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -90654.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -90696.054688 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -90696.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -90723.554688 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -90723.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -90737.226562 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -90737.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -90744.765625 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -90744.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90753.351562 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -90753.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90761.210938 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -90761.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -90765.500000 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -90765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -90773.796875 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -90773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -90779.664062 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -90779.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -90782.882812 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -90782.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -90782.882812 Penalty: 3250.750977
	Iteration 17F: 3 clusters Score -90782.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Entering Unmasked Estep 
Score: -9948499.000000 Penalty: 2699.402100
	Iteration 0F: 2 clusters Score -9948499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -9915953.000000 Penalty: 5398.804199
	Iteration 0F: 3 clusters Score -9915953 nChanged 24711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -9929839.000000 Penalty: 5398.804199
	Iteration 1F: 3 clusters Score -9929839 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -9930303.000000 Penalty: 5398.804199
	Iteration 2Q: 3 clusters Score -9930303 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -9930849.000000 Penalty: 5398.804199
	Iteration 3Q: 3 clusters Score -9930849 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -9931457.000000 Penalty: 5398.804199
	Iteration 4Q: 3 clusters Score -9931457 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -9932276.000000 Penalty: 5398.804199
	Iteration 5Q: 3 clusters Score -9932276 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -9933609.000000 Penalty: 5398.804199
	Iteration 6Q: 3 clusters Score -9933609 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -9935634.000000 Penalty: 5398.804199
	Iteration 7F: 3 clusters Score -9935634 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -9938463.000000 Penalty: 5398.804199
	Iteration 8F: 3 clusters Score -9938463 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -9941436.000000 Penalty: 5398.804199
	Iteration 9F: 3 clusters Score -9941436 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -9943752.000000 Penalty: 5398.804199
	Iteration 10F: 3 clusters Score -9943752 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -9944765.000000 Penalty: 5398.804199
	Iteration 11Q: 3 clusters Score -9944765 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -9945367.000000 Penalty: 5398.804199
	Iteration 12Q: 3 clusters Score -9945367 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -9945765.000000 Penalty: 5398.804199
	Iteration 13Q: 3 clusters Score -9945765 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -9945916.000000 Penalty: 5398.804199
	Iteration 14Q: 3 clusters Score -9945916 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -9946008.000000 Penalty: 5398.804199
	Iteration 15Q: 3 clusters Score -9946008 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -9946088.000000 Penalty: 5398.804199
	Iteration 16Q: 3 clusters Score -9946088 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -9946134.000000 Penalty: 5398.804199
	Iteration 17Q: 3 clusters Score -9946134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -9946183.000000 Penalty: 5398.804199
	Iteration 18Q: 3 clusters Score -9946183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -9946182.000000 Penalty: 5398.804199
	Iteration 19Q: 3 clusters Score -9946182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -9946194.000000 Penalty: 5398.804199
	Iteration 20F: 3 clusters Score -9946194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -9946219.000000 Penalty: 5398.804199
	Iteration 21Q: 3 clusters Score -9946219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -9946227.000000 Penalty: 5398.804199
	Iteration 22Q: 3 clusters Score -9946227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -9946248.000000 Penalty: 5398.804199
	Iteration 23Q: 3 clusters Score -9946248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -9946238.000000 Penalty: 5398.804199
	Iteration 24Q: 3 clusters Score -9946238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -9946244.000000 Penalty: 5398.804199
	Iteration 25Q: 3 clusters Score -9946244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -9946254.000000 Penalty: 5398.804199
	Iteration 26Q: 3 clusters Score -9946254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -9946249.000000 Penalty: 5398.804199
	Iteration 27Q: 3 clusters Score -9946249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -9946255.000000 Penalty: 5398.804199
	Iteration 28Q: 3 clusters Score -9946255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -9946266.000000 Penalty: 5398.804199
	Iteration 29Q: 3 clusters Score -9946266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -9946265.000000 Penalty: 5398.804199
	Iteration 30Q: 3 clusters Score -9946265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -9946269.000000 Penalty: 5398.804199
	Iteration 31Q: 3 clusters Score -9946269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -9946284.000000 Penalty: 5398.804199
	Iteration 32Q: 3 clusters Score -9946284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -9946277.000000 Penalty: 5398.804199
	Iteration 33Q: 3 clusters Score -9946277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -9946279.000000 Penalty: 5398.804199
	Iteration 34Q: 3 clusters Score -9946279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -9946283.000000 Penalty: 5398.804199
	Iteration 35Q: 3 clusters Score -9946283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -9946292.000000 Penalty: 5398.804199
	Iteration 36Q: 3 clusters Score -9946292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -9946291.000000 Penalty: 5398.804199
	Iteration 37Q: 3 clusters Score -9946291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -9946299.000000 Penalty: 5398.804199
	Iteration 38Q: 3 clusters Score -9946299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -9946299.000000 Penalty: 5398.804199
	Iteration 39F: 3 clusters Score -9946299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -130498.898438 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -130498.9 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 454 members 
Entering Unmasked Estep 
Score: -128795.234375 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -128795.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -129330.335938 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -129330.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -129672.554688 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -129672.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -129862.546875 Penalty: 3361.147461
	Iteration 3F: 3 clusters Score -129862.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -130136.335938 Penalty: 3361.147461
	Iteration 4F: 3 clusters Score -130136.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -130418.664062 Penalty: 3361.147461
	Iteration 5F: 3 clusters Score -130418.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130632.500000 Penalty: 3361.147461
	Iteration 6F: 3 clusters Score -130632.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -130784.140625 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -130784.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -130874.679688 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -130874.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -130952.476562 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -130952.5 nChanged 18
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: -131066.828125 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -131066.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131171.921875 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -131171.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131232.218750 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -131232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -131298.140625 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -131298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -131301.343750 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -131301.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -131301.343750 Penalty: 3361.147461
	Iteration 15F: 3 clusters Score -131301.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28495 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40125 members 
Mstep: Class 5 contains 42098 members 
Mstep: Class 6 contains 35228 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 47038 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 49876 members 
Mstep: Class 11 contains 43074 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 53353 members 
Mstep: Class 14 contains 337 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11620 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 26103 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 53912 members 
Mstep: Class 23 contains 50058 members 
Mstep: Class 24 contains 51481 members 
Mstep: Class 25 contains 50894 members 
Entering Unmasked Estep 
Score: -110199824.000000 Penalty: 82516.046875
Splitting cluster 14 changes total score from -110200656.000000 to -110199824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -206123.437500 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -206123.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -204031.859375 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -204031.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -204481.390625 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -204481.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -204674.312500 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -204674.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -204770.062500 Penalty: 3542.450195
	Iteration 3F: 3 clusters Score -204770.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -204846.312500 Penalty: 3542.450195
	Iteration 4Q: 3 clusters Score -204846.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -204890.828125 Penalty: 3542.450195
	Iteration 5Q: 3 clusters Score -204890.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -204916.265625 Penalty: 3542.450195
	Iteration 6Q: 3 clusters Score -204916.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -204934.125000 Penalty: 3542.450195
	Iteration 7Q: 3 clusters Score -204934.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -204948.078125 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -204948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204955.609375 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -204955.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -204965.515625 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -204965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -204978.171875 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -204978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -204988.734375 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -204988.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -205007.171875 Penalty: 3542.450195
	Iteration 13Q: 3 clusters Score -205007.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -205026.718750 Penalty: 3542.450195
	Iteration 14Q: 3 clusters Score -205026.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -205042.656250 Penalty: 3542.450195
	Iteration 15Q: 3 clusters Score -205042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -205047.031250 Penalty: 3542.450195
	Iteration 16Q: 3 clusters Score -205047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -205047.031250 Penalty: 3542.450195
	Iteration 17F: 3 clusters Score -205047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Entering Unmasked Estep 
Score: -2166547.250000 Penalty: 2321.399902
	Iteration 0F: 2 clusters Score -2166547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2157780.500000 Penalty: 4642.799805
	Iteration 0F: 3 clusters Score -2157780 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2160366.000000 Penalty: 4642.799805
	Iteration 1F: 3 clusters Score -2160366 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2160649.500000 Penalty: 4642.799805
	Iteration 2F: 3 clusters Score -2160650 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2160864.500000 Penalty: 4642.799805
	Iteration 3Q: 3 clusters Score -2160864 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2161006.750000 Penalty: 4642.799805
	Iteration 4Q: 3 clusters Score -2161007 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2161124.000000 Penalty: 4642.799805
	Iteration 5Q: 3 clusters Score -2161124 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2161222.250000 Penalty: 4642.799805
	Iteration 6Q: 3 clusters Score -2161222 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2161343.000000 Penalty: 4642.799805
	Iteration 7Q: 3 clusters Score -2161343 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2161472.500000 Penalty: 4642.799805
	Iteration 8Q: 3 clusters Score -2161472 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2161637.000000 Penalty: 4642.799805
	Iteration 9Q: 3 clusters Score -2161637 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2161832.750000 Penalty: 4642.799805
	Iteration 10Q: 3 clusters Score -2161833 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2162083.500000 Penalty: 4642.799805
	Iteration 11Q: 3 clusters Score -2162084 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2162388.000000 Penalty: 4642.799805
	Iteration 12Q: 3 clusters Score -2162388 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2162714.250000 Penalty: 4642.799805
	Iteration 13Q: 3 clusters Score -2162714 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2163075.500000 Penalty: 4642.799805
	Iteration 14Q: 3 clusters Score -2163076 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2163448.000000 Penalty: 4642.799805
	Iteration 15Q: 3 clusters Score -2163448 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2163789.250000 Penalty: 4642.799805
	Iteration 16Q: 3 clusters Score -2163789 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2164062.250000 Penalty: 4642.799805
	Iteration 17Q: 3 clusters Score -2164062 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2164236.750000 Penalty: 4642.799805
	Iteration 18Q: 3 clusters Score -2164237 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2164344.500000 Penalty: 4642.799805
	Iteration 19Q: 3 clusters Score -2164344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2164418.000000 Penalty: 4642.799805
	Iteration 20F: 3 clusters Score -2164418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2164458.250000 Penalty: 4642.799805
	Iteration 21Q: 3 clusters Score -2164458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2164481.250000 Penalty: 4642.799805
	Iteration 22Q: 3 clusters Score -2164481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2164503.000000 Penalty: 4642.799805
	Iteration 23Q: 3 clusters Score -2164503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2164515.500000 Penalty: 4642.799805
	Iteration 24Q: 3 clusters Score -2164516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2164529.000000 Penalty: 4642.799805
	Iteration 25Q: 3 clusters Score -2164529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2164534.250000 Penalty: 4642.799805
	Iteration 26Q: 3 clusters Score -2164534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2164544.750000 Penalty: 4642.799805
	Iteration 27Q: 3 clusters Score -2164545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2164548.000000 Penalty: 4642.799805
	Iteration 28Q: 3 clusters Score -2164548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2164551.750000 Penalty: 4642.799805
	Iteration 29Q: 3 clusters Score -2164552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2164551.750000 Penalty: 4642.799805
	Iteration 30F: 3 clusters Score -2164552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -443491.656250 Penalty: 1944.885132
	Iteration 0F: 2 clusters Score -443491.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -440501.375000 Penalty: 3889.770264
	Iteration 0F: 3 clusters Score -440501.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -441042.843750 Penalty: 3889.770264
	Iteration 1F: 3 clusters Score -441042.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -441214.375000 Penalty: 3889.770264
	Iteration 2F: 3 clusters Score -441214.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -441321.062500 Penalty: 3889.770264
	Iteration 3F: 3 clusters Score -441321.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -441389.406250 Penalty: 3889.770264
	Iteration 4Q: 3 clusters Score -441389.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -441457.812500 Penalty: 3889.770264
	Iteration 5Q: 3 clusters Score -441457.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -441522.437500 Penalty: 3889.770264
	Iteration 6Q: 3 clusters Score -441522.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -441593.375000 Penalty: 3889.770264
	Iteration 7Q: 3 clusters Score -441593.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -441656.343750 Penalty: 3889.770264
	Iteration 8Q: 3 clusters Score -441656.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -441734.531250 Penalty: 3889.770264
	Iteration 9Q: 3 clusters Score -441734.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -441795.343750 Penalty: 3889.770264
	Iteration 10Q: 3 clusters Score -441795.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -441837.093750 Penalty: 3889.770264
	Iteration 11Q: 3 clusters Score -441837.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -441867.156250 Penalty: 3889.770264
	Iteration 12Q: 3 clusters Score -441867.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -441899.375000 Penalty: 3889.770264
	Iteration 13Q: 3 clusters Score -441899.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -441922.093750 Penalty: 3889.770264
	Iteration 14Q: 3 clusters Score -441922.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -441932.125000 Penalty: 3889.770264
	Iteration 15Q: 3 clusters Score -441932.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -441948.406250 Penalty: 3889.770264
	Iteration 16Q: 3 clusters Score -441948.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -441963.625000 Penalty: 3889.770264
	Iteration 17Q: 3 clusters Score -441963.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -441981.562500 Penalty: 3889.770264
	Iteration 18Q: 3 clusters Score -441981.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -441995.656250 Penalty: 3889.770264
	Iteration 19Q: 3 clusters Score -441995.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -442007.000000 Penalty: 3889.770264
	Iteration 20F: 3 clusters Score -442007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -442021.093750 Penalty: 3889.770264
	Iteration 21Q: 3 clusters Score -442021.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -442034.625000 Penalty: 3889.770264
	Iteration 22Q: 3 clusters Score -442034.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -442053.593750 Penalty: 3889.770264
	Iteration 23Q: 3 clusters Score -442053.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -442068.687500 Penalty: 3889.770264
	Iteration 24Q: 3 clusters Score -442068.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -442078.312500 Penalty: 3889.770264
	Iteration 25Q: 3 clusters Score -442078.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -442083.937500 Penalty: 3889.770264
	Iteration 26Q: 3 clusters Score -442083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -442085.812500 Penalty: 3889.770264
	Iteration 27Q: 3 clusters Score -442085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -442090.375000 Penalty: 3889.770264
	Iteration 28Q: 3 clusters Score -442090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -442094.406250 Penalty: 3889.770264
	Iteration 29Q: 3 clusters Score -442094.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -442102.250000 Penalty: 3889.770264
	Iteration 30Q: 3 clusters Score -442102.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -442111.125000 Penalty: 3889.770264
	Iteration 31Q: 3 clusters Score -442111.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -442120.843750 Penalty: 3889.770264
	Iteration 32Q: 3 clusters Score -442120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -442126.656250 Penalty: 3889.770264
	Iteration 33Q: 3 clusters Score -442126.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -442134.218750 Penalty: 3889.770264
	Iteration 34Q: 3 clusters Score -442134.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -442139.906250 Penalty: 3889.770264
	Iteration 35Q: 3 clusters Score -442139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -442144.843750 Penalty: 3889.770264
	Iteration 36Q: 3 clusters Score -442144.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -442147.343750 Penalty: 3889.770264
	Iteration 37Q: 3 clusters Score -442147.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -442151.468750 Penalty: 3889.770264
	Iteration 38Q: 3 clusters Score -442151.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -442157.000000 Penalty: 3889.770264
	Iteration 39Q: 3 clusters Score -442157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -442159.312500 Penalty: 3889.770264
	Iteration 40F: 3 clusters Score -442159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -442160.875000 Penalty: 3889.770264
	Iteration 41Q: 3 clusters Score -442160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -442161.625000 Penalty: 3889.770264
	Iteration 42Q: 3 clusters Score -442161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -442162.406250 Penalty: 3889.770264
	Iteration 43Q: 3 clusters Score -442162.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -442162.406250 Penalty: 3889.770264
	Iteration 44F: 3 clusters Score -442162.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Entering Unmasked Estep 
Score: -4809706.500000 Penalty: 2522.111816
	Iteration 0F: 2 clusters Score -4809706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -4791835.000000 Penalty: 5044.223633
	Iteration 0F: 3 clusters Score -4791835 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -4798053.500000 Penalty: 5044.223633
	Iteration 1F: 3 clusters Score -4798054 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4798439.000000 Penalty: 5044.223633
	Iteration 2Q: 3 clusters Score -4798439 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -4798860.000000 Penalty: 5044.223633
	Iteration 3Q: 3 clusters Score -4798860 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4799407.000000 Penalty: 5044.223633
	Iteration 4Q: 3 clusters Score -4799407 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4800175.500000 Penalty: 5044.223633
	Iteration 5F: 3 clusters Score -4800176 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4801262.500000 Penalty: 5044.223633
	Iteration 6F: 3 clusters Score -4801262 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -4802856.500000 Penalty: 5044.223633
	Iteration 7F: 3 clusters Score -4802856 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -4804659.500000 Penalty: 5044.223633
	Iteration 8F: 3 clusters Score -4804660 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -4806060.500000 Penalty: 5044.223633
	Iteration 9F: 3 clusters Score -4806060 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -4806867.000000 Penalty: 5044.223633
	Iteration 10Q: 3 clusters Score -4806867 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -4807178.000000 Penalty: 5044.223633
	Iteration 11Q: 3 clusters Score -4807178 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -4807327.500000 Penalty: 5044.223633
	Iteration 12Q: 3 clusters Score -4807328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -4807408.000000 Penalty: 5044.223633
	Iteration 13Q: 3 clusters Score -4807408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -4807437.000000 Penalty: 5044.223633
	Iteration 14Q: 3 clusters Score -4807437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -4807471.000000 Penalty: 5044.223633
	Iteration 15Q: 3 clusters Score -4807471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -4807486.000000 Penalty: 5044.223633
	Iteration 16Q: 3 clusters Score -4807486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4807504.000000 Penalty: 5044.223633
	Iteration 17Q: 3 clusters Score -4807504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4807511.500000 Penalty: 5044.223633
	Iteration 18Q: 3 clusters Score -4807512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -4807518.000000 Penalty: 5044.223633
	Iteration 19Q: 3 clusters Score -4807518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -4807529.000000 Penalty: 5044.223633
	Iteration 20F: 3 clusters Score -4807529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4807532.000000 Penalty: 5044.223633
	Iteration 21Q: 3 clusters Score -4807532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -4807535.500000 Penalty: 5044.223633
	Iteration 22Q: 3 clusters Score -4807536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -4807535.500000 Penalty: 5044.223633
	Iteration 23F: 3 clusters Score -4807536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -77948.648438 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -77948.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76510.460938 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -76510.46 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76826.718750 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -76826.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -77116.562500 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -77116.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77274.898438 Penalty: 3054.911377
	Iteration 3F: 3 clusters Score -77274.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -77376.867188 Penalty: 3054.911377
	Iteration 4F: 3 clusters Score -77376.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -77425.476562 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -77425.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -77448.757812 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -77448.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -77456.671875 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -77456.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -77459.500000 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -77459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -77462.367188 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -77462.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -77471.765625 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -77471.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -77479.882812 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -77479.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -77479.882812 Penalty: 3054.911377
	Iteration 12F: 3 clusters Score -77479.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -229577.562500 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -229577.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -227514.609375 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -227514.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -228237.687500 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -228237.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -228450.500000 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -228450.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -228531.015625 Penalty: 3563.951904
	Iteration 3Q: 3 clusters Score -228531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -228578.687500 Penalty: 3563.951904
	Iteration 4Q: 3 clusters Score -228578.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -228606.468750 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -228606.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -228644.734375 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -228644.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -228687.828125 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -228687.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -228714.093750 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -228714.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -228728.281250 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -228728.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -228742.953125 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -228743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -228766.140625 Penalty: 3563.951904
	Iteration 11Q: 3 clusters Score -228766.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -228787.187500 Penalty: 3563.951904
	Iteration 12Q: 3 clusters Score -228787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -228805.093750 Penalty: 3563.951904
	Iteration 13Q: 3 clusters Score -228805.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -228821.562500 Penalty: 3563.951904
	Iteration 14Q: 3 clusters Score -228821.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -228829.796875 Penalty: 3563.951904
	Iteration 15Q: 3 clusters Score -228829.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -228842.875000 Penalty: 3563.951904
	Iteration 16Q: 3 clusters Score -228842.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -228867.390625 Penalty: 3563.951904
	Iteration 17Q: 3 clusters Score -228867.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -228884.171875 Penalty: 3563.951904
	Iteration 18Q: 3 clusters Score -228884.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -228896.437500 Penalty: 3563.951904
	Iteration 19Q: 3 clusters Score -228896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -228899.203125 Penalty: 3563.951904
	Iteration 20F: 3 clusters Score -228899.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -228903.109375 Penalty: 3563.951904
	Iteration 21Q: 3 clusters Score -228903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -228906.546875 Penalty: 3563.951904
	Iteration 22Q: 3 clusters Score -228906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -228911.437500 Penalty: 3563.951904
	Iteration 23Q: 3 clusters Score -228911.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -228915.296875 Penalty: 3563.951904
	Iteration 24Q: 3 clusters Score -228915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -228918.234375 Penalty: 3563.951904
	Iteration 25Q: 3 clusters Score -228918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -228922.421875 Penalty: 3563.951904
	Iteration 26Q: 3 clusters Score -228922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -228926.421875 Penalty: 3563.951904
	Iteration 27Q: 3 clusters Score -228926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -228940.250000 Penalty: 3563.951904
	Iteration 28Q: 3 clusters Score -228940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -228956.734375 Penalty: 3563.951904
	Iteration 29Q: 3 clusters Score -228956.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -228997.859375 Penalty: 3563.951904
	Iteration 30Q: 3 clusters Score -228997.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -229040.203125 Penalty: 3563.951904
	Iteration 31Q: 3 clusters Score -229040.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -229071.531250 Penalty: 3563.951904
	Iteration 32Q: 3 clusters Score -229071.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -229097.921875 Penalty: 3563.951904
	Iteration 33Q: 3 clusters Score -229097.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -229119.734375 Penalty: 3563.951904
	Iteration 34Q: 3 clusters Score -229119.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -229128.546875 Penalty: 3563.951904
	Iteration 35Q: 3 clusters Score -229128.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -229142.640625 Penalty: 3563.951904
	Iteration 36Q: 3 clusters Score -229142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -229152.125000 Penalty: 3563.951904
	Iteration 37Q: 3 clusters Score -229152.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -229160.015625 Penalty: 3563.951904
	Iteration 38Q: 3 clusters Score -229160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -229166.796875 Penalty: 3563.951904
	Iteration 39Q: 3 clusters Score -229166.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -229173.437500 Penalty: 3563.951904
	Iteration 40F: 3 clusters Score -229173.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -229178.687500 Penalty: 3563.951904
	Iteration 41Q: 3 clusters Score -229178.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -229185.375000 Penalty: 3563.951904
	Iteration 42Q: 3 clusters Score -229185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -229189.703125 Penalty: 3563.951904
	Iteration 43Q: 3 clusters Score -229189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -229194.531250 Penalty: 3563.951904
	Iteration 44Q: 3 clusters Score -229194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -229204.015625 Penalty: 3563.951904
	Iteration 45Q: 3 clusters Score -229204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -229227.656250 Penalty: 3563.951904
	Iteration 46Q: 3 clusters Score -229227.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -229254.609375 Penalty: 3563.951904
	Iteration 47Q: 3 clusters Score -229254.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -229313.390625 Penalty: 3563.951904
	Iteration 48Q: 3 clusters Score -229313.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -229379.406250 Penalty: 3563.951904
	Iteration 49Q: 3 clusters Score -229379.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -229405.734375 Penalty: 3563.951904
	Iteration 50Q: 3 clusters Score -229405.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -229419.031250 Penalty: 3563.951904
	Iteration 51Q: 3 clusters Score -229419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -229419.921875 Penalty: 3563.951904
	Iteration 52Q: 3 clusters Score -229419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -229421.734375 Penalty: 3563.951904
	Iteration 53Q: 3 clusters Score -229421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -229421.734375 Penalty: 3563.951904
	Iteration 54F: 3 clusters Score -229421.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Entering Unmasked Estep 
Score: -10076816.000000 Penalty: 2701.986816
	Iteration 0F: 2 clusters Score -1.007682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -10043875.000000 Penalty: 5403.973633
	Iteration 0F: 3 clusters Score -1.004388e+07 nChanged 25189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -10058177.000000 Penalty: 5403.973633
	Iteration 1F: 3 clusters Score -1.005818e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -10059081.000000 Penalty: 5403.973633
	Iteration 2Q: 3 clusters Score -1.005908e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -10060506.000000 Penalty: 5403.973633
	Iteration 3F: 3 clusters Score -1.006051e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -10062487.000000 Penalty: 5403.973633
	Iteration 4F: 3 clusters Score -1.006249e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -10064900.000000 Penalty: 5403.973633
	Iteration 5F: 3 clusters Score -1.00649e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -10067569.000000 Penalty: 5403.973633
	Iteration 6F: 3 clusters Score -1.006757e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -10070771.000000 Penalty: 5403.973633
	Iteration 7F: 3 clusters Score -1.007077e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -10072679.000000 Penalty: 5403.973633
	Iteration 8Q: 3 clusters Score -1.007268e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -10073643.000000 Penalty: 5403.973633
	Iteration 9Q: 3 clusters Score -1.007364e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -10074232.000000 Penalty: 5403.973633
	Iteration 10Q: 3 clusters Score -1.007423e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -10074470.000000 Penalty: 5403.973633
	Iteration 11Q: 3 clusters Score -1.007447e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -10074553.000000 Penalty: 5403.973633
	Iteration 12Q: 3 clusters Score -1.007455e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -10074611.000000 Penalty: 5403.973633
	Iteration 13Q: 3 clusters Score -1.007461e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -10074666.000000 Penalty: 5403.973633
	Iteration 14Q: 3 clusters Score -1.007467e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -10074677.000000 Penalty: 5403.973633
	Iteration 15Q: 3 clusters Score -1.007468e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -10074712.000000 Penalty: 5403.973633
	Iteration 16Q: 3 clusters Score -1.007471e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -10074736.000000 Penalty: 5403.973633
	Iteration 17Q: 3 clusters Score -1.007474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -10074729.000000 Penalty: 5403.973633
	Iteration 18Q: 3 clusters Score -1.007473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -10074744.000000 Penalty: 5403.973633
	Iteration 19Q: 3 clusters Score -1.007474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -10074752.000000 Penalty: 5403.973633
	Iteration 20F: 3 clusters Score -1.007475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -10074746.000000 Penalty: 5403.973633
	Iteration 21Q: 3 clusters Score -1.007475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -10074748.000000 Penalty: 5403.973633
	Iteration 22Q: 3 clusters Score -1.007475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -10074750.000000 Penalty: 5403.973633
	Iteration 23Q: 3 clusters Score -1.007475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -10074752.000000 Penalty: 5403.973633
	Iteration 24Q: 3 clusters Score -1.007475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -10074759.000000 Penalty: 5403.973633
	Iteration 25Q: 3 clusters Score -1.007476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -10074761.000000 Penalty: 5403.973633
	Iteration 26Q: 3 clusters Score -1.007476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -10074771.000000 Penalty: 5403.973633
	Iteration 27Q: 3 clusters Score -1.007477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -10074785.000000 Penalty: 5403.973633
	Iteration 28Q: 3 clusters Score -1.007478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -10074784.000000 Penalty: 5403.973633
	Iteration 29Q: 3 clusters Score -1.007478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -10074790.000000 Penalty: 5403.973633
	Iteration 30Q: 3 clusters Score -1.007479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -10074792.000000 Penalty: 5403.973633
	Iteration 31Q: 3 clusters Score -1.007479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -10074790.000000 Penalty: 5403.973633
	Iteration 32Q: 3 clusters Score -1.007479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -10074790.000000 Penalty: 5403.973633
	Iteration 33Q: 3 clusters Score -1.007479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -10074797.000000 Penalty: 5403.973633
	Iteration 34Q: 3 clusters Score -1.00748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -10074791.000000 Penalty: 5403.973633
	Iteration 35Q: 3 clusters Score -1.007479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -10074796.000000 Penalty: 5403.973633
	Iteration 36Q: 3 clusters Score -1.00748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -10074805.000000 Penalty: 5403.973633
	Iteration 37Q: 3 clusters Score -1.00748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -10074803.000000 Penalty: 5403.973633
	Iteration 38Q: 3 clusters Score -1.00748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -10074812.000000 Penalty: 5403.973633
	Iteration 39Q: 3 clusters Score -1.007481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -10074807.000000 Penalty: 5403.973633
	Iteration 40F: 3 clusters Score -1.007481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -10074816.000000 Penalty: 5403.973633
	Iteration 41Q: 3 clusters Score -1.007482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -10074816.000000 Penalty: 5403.973633
	Iteration 42F: 3 clusters Score -1.007482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Entering Unmasked Estep 
Score: -9368445.000000 Penalty: 2683.592529
	Iteration 0F: 2 clusters Score -9368445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -9336665.000000 Penalty: 5367.185059
	Iteration 0F: 3 clusters Score -9336665 nChanged 23112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -9349394.000000 Penalty: 5367.185059
	Iteration 1F: 3 clusters Score -9349394 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -9350046.000000 Penalty: 5367.185059
	Iteration 2Q: 3 clusters Score -9350046 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -9350659.000000 Penalty: 5367.185059
	Iteration 3Q: 3 clusters Score -9350659 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -9351371.000000 Penalty: 5367.185059
	Iteration 4Q: 3 clusters Score -9351371 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -9352310.000000 Penalty: 5367.185059
	Iteration 5Q: 3 clusters Score -9352310 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -9353563.000000 Penalty: 5367.185059
	Iteration 6Q: 3 clusters Score -9353563 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -9355374.000000 Penalty: 5367.185059
	Iteration 7F: 3 clusters Score -9355374 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -9357762.000000 Penalty: 5367.185059
	Iteration 8F: 3 clusters Score -9357762 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -9360018.000000 Penalty: 5367.185059
	Iteration 9F: 3 clusters Score -9360018 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -9361622.000000 Penalty: 5367.185059
	Iteration 10Q: 3 clusters Score -9361622 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -9362663.000000 Penalty: 5367.185059
	Iteration 11Q: 3 clusters Score -9362663 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -9363574.000000 Penalty: 5367.185059
	Iteration 12Q: 3 clusters Score -9363574 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -9364372.000000 Penalty: 5367.185059
	Iteration 13Q: 3 clusters Score -9364372 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -9365073.000000 Penalty: 5367.185059
	Iteration 14Q: 3 clusters Score -9365073 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -9365652.000000 Penalty: 5367.185059
	Iteration 15Q: 3 clusters Score -9365652 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -9366191.000000 Penalty: 5367.185059
	Iteration 16Q: 3 clusters Score -9366191 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -9366468.000000 Penalty: 5367.185059
	Iteration 17Q: 3 clusters Score -9366468 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -9366703.000000 Penalty: 5367.185059
	Iteration 18Q: 3 clusters Score -9366703 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -9366856.000000 Penalty: 5367.185059
	Iteration 19Q: 3 clusters Score -9366856 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -9366944.000000 Penalty: 5367.185059
	Iteration 20F: 3 clusters Score -9366944 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -9366987.000000 Penalty: 5367.185059
	Iteration 21Q: 3 clusters Score -9366987 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -9367023.000000 Penalty: 5367.185059
	Iteration 22Q: 3 clusters Score -9367023 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -9367030.000000 Penalty: 5367.185059
	Iteration 23Q: 3 clusters Score -9367030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -9367054.000000 Penalty: 5367.185059
	Iteration 24Q: 3 clusters Score -9367054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -9367065.000000 Penalty: 5367.185059
	Iteration 25Q: 3 clusters Score -9367065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -9367060.000000 Penalty: 5367.185059
	Iteration 26Q: 3 clusters Score -9367060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -9367037.000000 Penalty: 5367.185059
	Iteration 27Q: 3 clusters Score -9367037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -9367043.000000 Penalty: 5367.185059
	Iteration 28Q: 3 clusters Score -9367043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -9367053.000000 Penalty: 5367.185059
	Iteration 29Q: 3 clusters Score -9367053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -9367056.000000 Penalty: 5367.185059
	Iteration 30Q: 3 clusters Score -9367056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -9367055.000000 Penalty: 5367.185059
	Iteration 31Q: 3 clusters Score -9367055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -9367058.000000 Penalty: 5367.185059
	Iteration 32Q: 3 clusters Score -9367058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -9367047.000000 Penalty: 5367.185059
	Iteration 33Q: 3 clusters Score -9367047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -9367055.000000 Penalty: 5367.185059
	Iteration 34Q: 3 clusters Score -9367055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -9367052.000000 Penalty: 5367.185059
	Iteration 35Q: 3 clusters Score -9367052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -9367056.000000 Penalty: 5367.185059
	Iteration 36Q: 3 clusters Score -9367056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -9367042.000000 Penalty: 5367.185059
	Iteration 37Q: 3 clusters Score -9367042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -9367044.000000 Penalty: 5367.185059
	Iteration 38Q: 3 clusters Score -9367044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -9367044.000000 Penalty: 5367.185059
	Iteration 39Q: 3 clusters Score -9367044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -9367050.000000 Penalty: 5367.185059
	Iteration 40F: 3 clusters Score -9367050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (51481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Entering Unmasked Estep 
Score: -9633762.000000 Penalty: 2690.544189
	Iteration 0F: 2 clusters Score -9633762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -9601605.000000 Penalty: 5381.088379
	Iteration 0F: 3 clusters Score -9601605 nChanged 23784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -9614504.000000 Penalty: 5381.088379
	Iteration 1F: 3 clusters Score -9614504 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -9614979.000000 Penalty: 5381.088379
	Iteration 2Q: 3 clusters Score -9614979 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -9615550.000000 Penalty: 5381.088379
	Iteration 3Q: 3 clusters Score -9615550 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -9616338.000000 Penalty: 5381.088379
	Iteration 4Q: 3 clusters Score -9616338 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -9617449.000000 Penalty: 5381.088379
	Iteration 5Q: 3 clusters Score -9617449 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -9619001.000000 Penalty: 5381.088379
	Iteration 6F: 3 clusters Score -9619001 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -9621215.000000 Penalty: 5381.088379
	Iteration 7F: 3 clusters Score -9621215 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -9623675.000000 Penalty: 5381.088379
	Iteration 8F: 3 clusters Score -9623675 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -9626464.000000 Penalty: 5381.088379
	Iteration 9F: 3 clusters Score -9626464 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -9629080.000000 Penalty: 5381.088379
	Iteration 10F: 3 clusters Score -9629080 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9630253.000000 Penalty: 5381.088379
	Iteration 11Q: 3 clusters Score -9630253 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9630741.000000 Penalty: 5381.088379
	Iteration 12Q: 3 clusters Score -9630741 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9631007.000000 Penalty: 5381.088379
	Iteration 13Q: 3 clusters Score -9631007 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9631188.000000 Penalty: 5381.088379
	Iteration 14Q: 3 clusters Score -9631188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9631250.000000 Penalty: 5381.088379
	Iteration 15Q: 3 clusters Score -9631250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9631306.000000 Penalty: 5381.088379
	Iteration 16Q: 3 clusters Score -9631306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9631343.000000 Penalty: 5381.088379
	Iteration 17Q: 3 clusters Score -9631343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9631387.000000 Penalty: 5381.088379
	Iteration 18Q: 3 clusters Score -9631387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9631379.000000 Penalty: 5381.088379
	Iteration 19Q: 3 clusters Score -9631379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9631393.000000 Penalty: 5381.088379
	Iteration 20F: 3 clusters Score -9631393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9631391.000000 Penalty: 5381.088379
	Iteration 21Q: 3 clusters Score -9631391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9631398.000000 Penalty: 5381.088379
	Iteration 22Q: 3 clusters Score -9631398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9631386.000000 Penalty: 5381.088379
	Iteration 23Q: 3 clusters Score -9631386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9631391.000000 Penalty: 5381.088379
	Iteration 24Q: 3 clusters Score -9631391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9631396.000000 Penalty: 5381.088379
	Iteration 25Q: 3 clusters Score -9631396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9631398.000000 Penalty: 5381.088379
	Iteration 26Q: 3 clusters Score -9631398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9631405.000000 Penalty: 5381.088379
	Iteration 27Q: 3 clusters Score -9631405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9631400.000000 Penalty: 5381.088379
	Iteration 28Q: 3 clusters Score -9631400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9631403.000000 Penalty: 5381.088379
	Iteration 29Q: 3 clusters Score -9631403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9631397.000000 Penalty: 5381.088379
	Iteration 30Q: 3 clusters Score -9631397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9631397.000000 Penalty: 5381.088379
	Iteration 31F: 3 clusters Score -9631397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Entering Unmasked Estep 
Score: -9527267.000000 Penalty: 2687.700195
	Iteration 0F: 2 clusters Score -9527267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -9495149.000000 Penalty: 5375.400391
	Iteration 0F: 3 clusters Score -9495149 nChanged 23470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -9507798.000000 Penalty: 5375.400391
	Iteration 1F: 3 clusters Score -9507798 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -9508333.000000 Penalty: 5375.400391
	Iteration 2Q: 3 clusters Score -9508333 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -9509005.000000 Penalty: 5375.400391
	Iteration 3Q: 3 clusters Score -9509005 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -9509808.000000 Penalty: 5375.400391
	Iteration 4Q: 3 clusters Score -9509808 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -9510924.000000 Penalty: 5375.400391
	Iteration 5F: 3 clusters Score -9510924 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -9512702.000000 Penalty: 5375.400391
	Iteration 6F: 3 clusters Score -9512702 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -9515177.000000 Penalty: 5375.400391
	Iteration 7F: 3 clusters Score -9515177 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -9518181.000000 Penalty: 5375.400391
	Iteration 8F: 3 clusters Score -9518181 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -9521820.000000 Penalty: 5375.400391
	Iteration 9F: 3 clusters Score -9521820 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9523691.000000 Penalty: 5375.400391
	Iteration 10Q: 3 clusters Score -9523691 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9524290.000000 Penalty: 5375.400391
	Iteration 11Q: 3 clusters Score -9524290 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9524642.000000 Penalty: 5375.400391
	Iteration 12Q: 3 clusters Score -9524642 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9524801.000000 Penalty: 5375.400391
	Iteration 13Q: 3 clusters Score -9524801 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9524869.000000 Penalty: 5375.400391
	Iteration 14Q: 3 clusters Score -9524869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9524914.000000 Penalty: 5375.400391
	Iteration 15Q: 3 clusters Score -9524914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9524941.000000 Penalty: 5375.400391
	Iteration 16Q: 3 clusters Score -9524941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9524962.000000 Penalty: 5375.400391
	Iteration 17Q: 3 clusters Score -9524962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9524973.000000 Penalty: 5375.400391
	Iteration 18Q: 3 clusters Score -9524973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9524972.000000 Penalty: 5375.400391
	Iteration 19Q: 3 clusters Score -9524972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9524970.000000 Penalty: 5375.400391
	Iteration 20F: 3 clusters Score -9524970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9524971.000000 Penalty: 5375.400391
	Iteration 21Q: 3 clusters Score -9524971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9524966.000000 Penalty: 5375.400391
	Iteration 22Q: 3 clusters Score -9524966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9524964.000000 Penalty: 5375.400391
	Iteration 23Q: 3 clusters Score -9524964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9524965.000000 Penalty: 5375.400391
	Iteration 24Q: 3 clusters Score -9524965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9524966.000000 Penalty: 5375.400391
	Iteration 25Q: 3 clusters Score -9524966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9524962.000000 Penalty: 5375.400391
	Iteration 26Q: 3 clusters Score -9524962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9524973.000000 Penalty: 5375.400391
	Iteration 27Q: 3 clusters Score -9524973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9524972.000000 Penalty: 5375.400391
	Iteration 28Q: 3 clusters Score -9524972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9524978.000000 Penalty: 5375.400391
	Iteration 29Q: 3 clusters Score -9524978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9524978.000000 Penalty: 5375.400391
	Iteration 30F: 3 clusters Score -9524978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28495 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40125 members 
Mstep: Class 5 contains 42098 members 
Mstep: Class 6 contains 35228 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 47038 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 49876 members 
Mstep: Class 11 contains 43074 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 53353 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11620 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 26103 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 53912 members 
Mstep: Class 23 contains 50058 members 
Mstep: Class 24 contains 51481 members 
Mstep: Class 25 contains 50894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200720.000000 Penalty: 79215.406250
Iteration 439Q: 25 clusters Score -1.102007e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28490 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40201 members 
Mstep: Class 5 contains 42093 members 
Mstep: Class 6 contains 35197 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 47003 members 
Mstep: Class 9 contains 4561 members 
Mstep: Class 10 contains 49866 members 
Mstep: Class 11 contains 42894 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 53535 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11587 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 53953 members 
Mstep: Class 23 contains 50064 members 
Mstep: Class 24 contains 51481 members 
Mstep: Class 25 contains 50935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200744.000000 Penalty: 79215.406250
Iteration 440F: 25 clusters Score -1.102007e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28489 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40286 members 
Mstep: Class 5 contains 42090 members 
Mstep: Class 6 contains 35154 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 46934 members 
Mstep: Class 9 contains 4578 members 
Mstep: Class 10 contains 49845 members 
Mstep: Class 11 contains 42737 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 53705 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 25937 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 54027 members 
Mstep: Class 23 contains 50109 members 
Mstep: Class 24 contains 51489 members 
Mstep: Class 25 contains 50951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200904.000000 Penalty: 79215.406250
Iteration 441Q: 25 clusters Score -1.102009e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28481 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40376 members 
Mstep: Class 5 contains 42074 members 
Mstep: Class 6 contains 35116 members 
Mstep: Class 7 contains 6765 members 
Mstep: Class 8 contains 46905 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 49840 members 
Mstep: Class 11 contains 42570 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 53902 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11509 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 25878 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 54067 members 
Mstep: Class 23 contains 50114 members 
Mstep: Class 24 contains 51473 members 
Mstep: Class 25 contains 50965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201072.000000 Penalty: 79215.406250
Iteration 442Q: 25 clusters Score -1.102011e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28474 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40446 members 
Mstep: Class 5 contains 42044 members 
Mstep: Class 6 contains 35093 members 
Mstep: Class 7 contains 6771 members 
Mstep: Class 8 contains 46907 members 
Mstep: Class 9 contains 4614 members 
Mstep: Class 10 contains 49830 members 
Mstep: Class 11 contains 42488 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 54070 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11477 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 25808 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 54011 members 
Mstep: Class 23 contains 50131 members 
Mstep: Class 24 contains 51510 members 
Mstep: Class 25 contains 50962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201208.000000 Penalty: 79215.406250
Iteration 443Q: 25 clusters Score -1.102012e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28468 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40502 members 
Mstep: Class 5 contains 41992 members 
Mstep: Class 6 contains 35056 members 
Mstep: Class 7 contains 6777 members 
Mstep: Class 8 contains 46937 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 49827 members 
Mstep: Class 11 contains 42456 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 54188 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 11450 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 25731 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 53981 members 
Mstep: Class 23 contains 50087 members 
Mstep: Class 24 contains 51567 members 
Mstep: Class 25 contains 50994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201256.000000 Penalty: 79215.406250
Iteration 444Q: 25 clusters Score -1.102013e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28474 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40585 members 
Mstep: Class 5 contains 41956 members 
Mstep: Class 6 contains 35001 members 
Mstep: Class 7 contains 6782 members 
Mstep: Class 8 contains 46977 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 49785 members 
Mstep: Class 11 contains 42391 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 54335 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11421 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 25655 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 53963 members 
Mstep: Class 23 contains 50089 members 
Mstep: Class 24 contains 51591 members 
Mstep: Class 25 contains 50999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201272.000000 Penalty: 79215.406250
Iteration 445Q: 25 clusters Score -1.102013e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28473 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40652 members 
Mstep: Class 5 contains 41939 members 
Mstep: Class 6 contains 34941 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 46995 members 
Mstep: Class 9 contains 4641 members 
Mstep: Class 10 contains 49745 members 
Mstep: Class 11 contains 42318 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 54490 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11397 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 25579 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 53954 members 
Mstep: Class 23 contains 50080 members 
Mstep: Class 24 contains 51665 members 
Mstep: Class 25 contains 50979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201312.000000 Penalty: 79215.406250
Iteration 446Q: 25 clusters Score -1.102013e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28479 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40733 members 
Mstep: Class 5 contains 41907 members 
Mstep: Class 6 contains 34885 members 
Mstep: Class 7 contains 6794 members 
Mstep: Class 8 contains 47007 members 
Mstep: Class 9 contains 4652 members 
Mstep: Class 10 contains 49694 members 
Mstep: Class 11 contains 42262 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 54574 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11380 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 25510 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 53954 members 
Mstep: Class 23 contains 50075 members 
Mstep: Class 24 contains 51777 members 
Mstep: Class 25 contains 50954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201792.000000 Penalty: 79215.406250
Iteration 447Q: 25 clusters Score -1.102018e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28479 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 41886 members 
Mstep: Class 6 contains 34821 members 
Mstep: Class 7 contains 6808 members 
Mstep: Class 8 contains 47014 members 
Mstep: Class 9 contains 4668 members 
Mstep: Class 10 contains 49630 members 
Mstep: Class 11 contains 42220 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 54604 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 25420 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 54021 members 
Mstep: Class 23 contains 50056 members 
Mstep: Class 24 contains 51865 members 
Mstep: Class 25 contains 50967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201816.000000 Penalty: 79215.406250
Iteration 448Q: 25 clusters Score -1.102018e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28475 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 40926 members 
Mstep: Class 5 contains 41865 members 
Mstep: Class 6 contains 34756 members 
Mstep: Class 7 contains 6819 members 
Mstep: Class 8 contains 47055 members 
Mstep: Class 9 contains 4682 members 
Mstep: Class 10 contains 49574 members 
Mstep: Class 11 contains 42117 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 54679 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 25360 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 54068 members 
Mstep: Class 23 contains 50013 members 
Mstep: Class 24 contains 51967 members 
Mstep: Class 25 contains 50974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201792.000000 Penalty: 79215.406250
Iteration 449Q: 25 clusters Score -1.102018e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28477 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41013 members 
Mstep: Class 5 contains 41839 members 
Mstep: Class 6 contains 34704 members 
Mstep: Class 7 contains 6827 members 
Mstep: Class 8 contains 47037 members 
Mstep: Class 9 contains 4692 members 
Mstep: Class 10 contains 49616 members 
Mstep: Class 11 contains 42021 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 54774 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11256 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 25278 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 54091 members 
Mstep: Class 23 contains 49990 members 
Mstep: Class 24 contains 52027 members 
Mstep: Class 25 contains 50996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201920.000000 Penalty: 79215.406250
Iteration 450Q: 25 clusters Score -1.102019e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28481 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41085 members 
Mstep: Class 5 contains 41807 members 
Mstep: Class 6 contains 34625 members 
Mstep: Class 7 contains 6833 members 
Mstep: Class 8 contains 47079 members 
Mstep: Class 9 contains 4701 members 
Mstep: Class 10 contains 49615 members 
Mstep: Class 11 contains 41960 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 54865 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11221 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 25182 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 54088 members 
Mstep: Class 23 contains 49947 members 
Mstep: Class 24 contains 52133 members 
Mstep: Class 25 contains 51015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201864.000000 Penalty: 79215.406250
Iteration 451Q: 25 clusters Score -1.102019e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28485 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41169 members 
Mstep: Class 5 contains 41773 members 
Mstep: Class 6 contains 34532 members 
Mstep: Class 7 contains 6839 members 
Mstep: Class 8 contains 47101 members 
Mstep: Class 9 contains 4703 members 
Mstep: Class 10 contains 49638 members 
Mstep: Class 11 contains 41905 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 54950 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11179 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 25100 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 54070 members 
Mstep: Class 23 contains 49856 members 
Mstep: Class 24 contains 52215 members 
Mstep: Class 25 contains 51123 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 452Q: 25 clusters Score -1.10202e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28485 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41249 members 
Mstep: Class 5 contains 41735 members 
Mstep: Class 6 contains 34443 members 
Mstep: Class 7 contains 6853 members 
Mstep: Class 8 contains 47151 members 
Mstep: Class 9 contains 4702 members 
Mstep: Class 10 contains 49591 members 
Mstep: Class 11 contains 41893 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 54965 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11135 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 25028 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54066 members 
Mstep: Class 23 contains 49776 members 
Mstep: Class 24 contains 52378 members 
Mstep: Class 25 contains 51190 members 
Entering Unmasked Estep 
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Iteration 453Q: 25 clusters Score -1.102023e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28473 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41326 members 
Mstep: Class 5 contains 41721 members 
Mstep: Class 6 contains 34347 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 47183 members 
Mstep: Class 9 contains 4692 members 
Mstep: Class 10 contains 49529 members 
Mstep: Class 11 contains 41857 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55017 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11109 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24968 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54070 members 
Mstep: Class 23 contains 49732 members 
Mstep: Class 24 contains 52454 members 
Mstep: Class 25 contains 51300 members 
Entering Unmasked Estep 
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Iteration 454Q: 25 clusters Score -1.102024e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28475 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41415 members 
Mstep: Class 5 contains 41701 members 
Mstep: Class 6 contains 34241 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 47241 members 
Mstep: Class 9 contains 4690 members 
Mstep: Class 10 contains 49437 members 
Mstep: Class 11 contains 41820 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55058 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24910 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54102 members 
Mstep: Class 23 contains 49744 members 
Mstep: Class 24 contains 52453 members 
Mstep: Class 25 contains 51428 members 
Entering Unmasked Estep 
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Iteration 455Q: 25 clusters Score -1.102023e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28472 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41487 members 
Mstep: Class 5 contains 41683 members 
Mstep: Class 6 contains 34130 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 47318 members 
Mstep: Class 9 contains 4687 members 
Mstep: Class 10 contains 49370 members 
Mstep: Class 11 contains 41782 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55092 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 11019 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24843 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54139 members 
Mstep: Class 23 contains 49773 members 
Mstep: Class 24 contains 52475 members 
Mstep: Class 25 contains 51504 members 
Entering Unmasked Estep 
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Iteration 456Q: 25 clusters Score -1.102023e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28477 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41570 members 
Mstep: Class 5 contains 41654 members 
Mstep: Class 6 contains 34015 members 
Mstep: Class 7 contains 6874 members 
Mstep: Class 8 contains 47301 members 
Mstep: Class 9 contains 4690 members 
Mstep: Class 10 contains 49364 members 
Mstep: Class 11 contains 41739 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55136 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10969 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24764 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54159 members 
Mstep: Class 23 contains 49796 members 
Mstep: Class 24 contains 52498 members 
Mstep: Class 25 contains 51634 members 
Entering Unmasked Estep 
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Iteration 457Q: 25 clusters Score -1.102023e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28482 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41632 members 
Mstep: Class 5 contains 41637 members 
Mstep: Class 6 contains 33915 members 
Mstep: Class 7 contains 6880 members 
Mstep: Class 8 contains 47332 members 
Mstep: Class 9 contains 4690 members 
Mstep: Class 10 contains 49335 members 
Mstep: Class 11 contains 41699 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55174 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10910 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24694 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 54168 members 
Mstep: Class 23 contains 49820 members 
Mstep: Class 24 contains 52530 members 
Mstep: Class 25 contains 51741 members 
Entering Unmasked Estep 
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Iteration 458Q: 25 clusters Score -1.102023e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28485 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41704 members 
Mstep: Class 5 contains 41642 members 
Mstep: Class 6 contains 33803 members 
Mstep: Class 7 contains 6879 members 
Mstep: Class 8 contains 47300 members 
Mstep: Class 9 contains 4694 members 
Mstep: Class 10 contains 49361 members 
Mstep: Class 11 contains 41648 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55219 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10844 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24622 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 54150 members 
Mstep: Class 23 contains 49847 members 
Mstep: Class 24 contains 52579 members 
Mstep: Class 25 contains 51862 members 
Entering Unmasked Estep 
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Iteration 459Q: 25 clusters Score -1.102022e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28490 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41760 members 
Mstep: Class 5 contains 41624 members 
Mstep: Class 6 contains 33704 members 
Mstep: Class 7 contains 6888 members 
Mstep: Class 8 contains 47313 members 
Mstep: Class 9 contains 4693 members 
Mstep: Class 10 contains 49382 members 
Mstep: Class 11 contains 41579 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55264 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10783 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24550 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 54191 members 
Mstep: Class 23 contains 49890 members 
Mstep: Class 24 contains 52560 members 
Mstep: Class 25 contains 51968 members 
Entering Unmasked Estep 
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Iteration 460F: 25 clusters Score -1.102022e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28489 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41800 members 
Mstep: Class 5 contains 41583 members 
Mstep: Class 6 contains 33623 members 
Mstep: Class 7 contains 6891 members 
Mstep: Class 8 contains 47327 members 
Mstep: Class 9 contains 4694 members 
Mstep: Class 10 contains 49473 members 
Mstep: Class 11 contains 41507 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55321 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10710 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24484 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54221 members 
Mstep: Class 23 contains 49947 members 
Mstep: Class 24 contains 52561 members 
Mstep: Class 25 contains 52009 members 
Entering Unmasked Estep 
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Iteration 461Q: 25 clusters Score -1.102019e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28487 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41818 members 
Mstep: Class 5 contains 41554 members 
Mstep: Class 6 contains 33558 members 
Mstep: Class 7 contains 6906 members 
Mstep: Class 8 contains 47356 members 
Mstep: Class 9 contains 4697 members 
Mstep: Class 10 contains 49613 members 
Mstep: Class 11 contains 41450 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55373 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10638 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24424 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54235 members 
Mstep: Class 23 contains 49955 members 
Mstep: Class 24 contains 52594 members 
Mstep: Class 25 contains 51982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 462Q: 25 clusters Score -1.102017e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28482 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41872 members 
Mstep: Class 5 contains 41523 members 
Mstep: Class 6 contains 33484 members 
Mstep: Class 7 contains 6914 members 
Mstep: Class 8 contains 47404 members 
Mstep: Class 9 contains 4696 members 
Mstep: Class 10 contains 49697 members 
Mstep: Class 11 contains 41389 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55439 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10577 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24366 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54236 members 
Mstep: Class 23 contains 49992 members 
Mstep: Class 24 contains 52520 members 
Mstep: Class 25 contains 52050 members 
Entering Unmasked Estep 
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Iteration 463Q: 25 clusters Score -1.102017e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28482 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41937 members 
Mstep: Class 5 contains 41506 members 
Mstep: Class 6 contains 33403 members 
Mstep: Class 7 contains 6914 members 
Mstep: Class 8 contains 47447 members 
Mstep: Class 9 contains 4695 members 
Mstep: Class 10 contains 49767 members 
Mstep: Class 11 contains 41357 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55475 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10513 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24325 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54242 members 
Mstep: Class 23 contains 49967 members 
Mstep: Class 24 contains 52525 members 
Mstep: Class 25 contains 52087 members 
Entering Unmasked Estep 
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Iteration 464Q: 25 clusters Score -1.102018e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28481 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41984 members 
Mstep: Class 5 contains 41481 members 
Mstep: Class 6 contains 33335 members 
Mstep: Class 7 contains 6919 members 
Mstep: Class 8 contains 47479 members 
Mstep: Class 9 contains 4696 members 
Mstep: Class 10 contains 49814 members 
Mstep: Class 11 contains 41305 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55513 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10452 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24269 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54238 members 
Mstep: Class 23 contains 49988 members 
Mstep: Class 24 contains 52550 members 
Mstep: Class 25 contains 52138 members 
Entering Unmasked Estep 
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Iteration 465Q: 25 clusters Score -1.102017e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28475 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42000 members 
Mstep: Class 5 contains 41462 members 
Mstep: Class 6 contains 33266 members 
Mstep: Class 7 contains 6925 members 
Mstep: Class 8 contains 47495 members 
Mstep: Class 9 contains 4695 members 
Mstep: Class 10 contains 49885 members 
Mstep: Class 11 contains 41255 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55530 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10399 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24219 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54285 members 
Mstep: Class 23 contains 50078 members 
Mstep: Class 24 contains 52533 members 
Mstep: Class 25 contains 52142 members 
Entering Unmasked Estep 
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Iteration 466Q: 25 clusters Score -1.102019e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41992 members 
Mstep: Class 5 contains 41433 members 
Mstep: Class 6 contains 33201 members 
Mstep: Class 7 contains 6931 members 
Mstep: Class 8 contains 47545 members 
Mstep: Class 9 contains 4697 members 
Mstep: Class 10 contains 50003 members 
Mstep: Class 11 contains 41194 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55581 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10358 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24179 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54302 members 
Mstep: Class 23 contains 50114 members 
Mstep: Class 24 contains 52521 members 
Mstep: Class 25 contains 52124 members 
Entering Unmasked Estep 
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Iteration 467Q: 25 clusters Score -1.10202e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28465 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41981 members 
Mstep: Class 5 contains 41392 members 
Mstep: Class 6 contains 33130 members 
Mstep: Class 7 contains 6937 members 
Mstep: Class 8 contains 47615 members 
Mstep: Class 9 contains 4698 members 
Mstep: Class 10 contains 50061 members 
Mstep: Class 11 contains 41145 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55641 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10318 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24126 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54312 members 
Mstep: Class 23 contains 50193 members 
Mstep: Class 24 contains 52543 members 
Mstep: Class 25 contains 52088 members 
Entering Unmasked Estep 
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Iteration 468Q: 25 clusters Score -1.10202e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28466 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 41997 members 
Mstep: Class 5 contains 41367 members 
Mstep: Class 6 contains 33059 members 
Mstep: Class 7 contains 6937 members 
Mstep: Class 8 contains 47717 members 
Mstep: Class 9 contains 4690 members 
Mstep: Class 10 contains 50107 members 
Mstep: Class 11 contains 41077 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55675 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10265 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 24069 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54410 members 
Mstep: Class 23 contains 50257 members 
Mstep: Class 24 contains 52502 members 
Mstep: Class 25 contains 52050 members 
Entering Unmasked Estep 
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Iteration 469Q: 25 clusters Score -1.10202e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28468 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42009 members 
Mstep: Class 5 contains 41341 members 
Mstep: Class 6 contains 32974 members 
Mstep: Class 7 contains 6941 members 
Mstep: Class 8 contains 47778 members 
Mstep: Class 9 contains 4686 members 
Mstep: Class 10 contains 50220 members 
Mstep: Class 11 contains 41002 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55712 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10228 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 23996 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54480 members 
Mstep: Class 23 contains 50307 members 
Mstep: Class 24 contains 52466 members 
Mstep: Class 25 contains 52035 members 
Entering Unmasked Estep 
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Iteration 470Q: 25 clusters Score -1.102021e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28470 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42009 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 32896 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 47851 members 
Mstep: Class 9 contains 4688 members 
Mstep: Class 10 contains 50361 members 
Mstep: Class 11 contains 40934 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55763 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10181 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 23919 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54499 members 
Mstep: Class 23 contains 50296 members 
Mstep: Class 24 contains 52466 members 
Mstep: Class 25 contains 52033 members 
Entering Unmasked Estep 
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Iteration 471Q: 25 clusters Score -1.102022e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28468 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42010 members 
Mstep: Class 5 contains 41314 members 
Mstep: Class 6 contains 32823 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 47956 members 
Mstep: Class 9 contains 4687 members 
Mstep: Class 10 contains 50453 members 
Mstep: Class 11 contains 40904 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55753 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10138 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 23850 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54527 members 
Mstep: Class 23 contains 50296 members 
Mstep: Class 24 contains 52469 members 
Mstep: Class 25 contains 52043 members 
Entering Unmasked Estep 
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Iteration 472Q: 25 clusters Score -1.102018e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28463 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42032 members 
Mstep: Class 5 contains 41301 members 
Mstep: Class 6 contains 32759 members 
Mstep: Class 7 contains 6958 members 
Mstep: Class 8 contains 48052 members 
Mstep: Class 9 contains 4688 members 
Mstep: Class 10 contains 50554 members 
Mstep: Class 11 contains 40861 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55749 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10089 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 23789 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54575 members 
Mstep: Class 23 contains 50255 members 
Mstep: Class 24 contains 52491 members 
Mstep: Class 25 contains 52027 members 
Entering Unmasked Estep 
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Iteration 473Q: 25 clusters Score -1.102018e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28460 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 41273 members 
Mstep: Class 6 contains 32696 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 48141 members 
Mstep: Class 9 contains 4691 members 
Mstep: Class 10 contains 50603 members 
Mstep: Class 11 contains 40819 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55752 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10059 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 23711 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54602 members 
Mstep: Class 23 contains 50208 members 
Mstep: Class 24 contains 52539 members 
Mstep: Class 25 contains 52025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110202008.000000 Penalty: 79215.406250
Iteration 474Q: 25 clusters Score -1.10202e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28457 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42173 members 
Mstep: Class 5 contains 41252 members 
Mstep: Class 6 contains 32632 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 48213 members 
Mstep: Class 9 contains 4688 members 
Mstep: Class 10 contains 50631 members 
Mstep: Class 11 contains 40780 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55774 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10027 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 23647 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54553 members 
Mstep: Class 23 contains 50109 members 
Mstep: Class 24 contains 52635 members 
Mstep: Class 25 contains 52099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201896.000000 Penalty: 79215.406250
Iteration 475Q: 25 clusters Score -1.102019e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28436 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42250 members 
Mstep: Class 5 contains 41205 members 
Mstep: Class 6 contains 32571 members 
Mstep: Class 7 contains 6986 members 
Mstep: Class 8 contains 48279 members 
Mstep: Class 9 contains 4687 members 
Mstep: Class 10 contains 50678 members 
Mstep: Class 11 contains 40729 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55811 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 10004 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 23592 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54507 members 
Mstep: Class 23 contains 50061 members 
Mstep: Class 24 contains 52685 members 
Mstep: Class 25 contains 52161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201528.000000 Penalty: 79215.406250
Iteration 476Q: 25 clusters Score -1.102015e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28416 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42360 members 
Mstep: Class 5 contains 41176 members 
Mstep: Class 6 contains 32495 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 48333 members 
Mstep: Class 9 contains 4687 members 
Mstep: Class 10 contains 50696 members 
Mstep: Class 11 contains 40670 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55813 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9976 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 23552 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54489 members 
Mstep: Class 23 contains 50045 members 
Mstep: Class 24 contains 52688 members 
Mstep: Class 25 contains 52248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201544.000000 Penalty: 79215.406250
Iteration 477Q: 25 clusters Score -1.102015e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28412 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42462 members 
Mstep: Class 5 contains 41150 members 
Mstep: Class 6 contains 32415 members 
Mstep: Class 7 contains 7004 members 
Mstep: Class 8 contains 48385 members 
Mstep: Class 9 contains 4687 members 
Mstep: Class 10 contains 50699 members 
Mstep: Class 11 contains 40610 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55791 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9950 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 23520 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54496 members 
Mstep: Class 23 contains 50038 members 
Mstep: Class 24 contains 52712 members 
Mstep: Class 25 contains 52309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201480.000000 Penalty: 79215.406250
Iteration 478Q: 25 clusters Score -1.102015e+08 nChanged 1087
Entering ConstructFrom: 
Score: -110201480.000000 Penalty: 79215.406250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23298.146484 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -23298.15 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 141 members 
Entering Unmasked Estep 
Score: -22232.757812 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -22232.76 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22437.814453 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -22437.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22517.419922 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -22517.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22531.806641 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -22531.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22537.585938 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -22537.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22540.666016 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -22540.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22543.318359 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -22543.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22543.318359 Penalty: 2822.418457
	Iteration 7F: 3 clusters Score -22543.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Entering Unmasked Estep 
Score: -5129192.500000 Penalty: 2543.124023
	Iteration 0F: 2 clusters Score -5129192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -5109536.500000 Penalty: 5086.248047
	Iteration 0F: 3 clusters Score -5109536 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5116468.500000 Penalty: 5086.248047
	Iteration 1F: 3 clusters Score -5116468 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -5117007.500000 Penalty: 5086.248047
	Iteration 2Q: 3 clusters Score -5117008 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5117591.000000 Penalty: 5086.248047
	Iteration 3Q: 3 clusters Score -5117591 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -5118204.000000 Penalty: 5086.248047
	Iteration 4Q: 3 clusters Score -5118204 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -5118949.000000 Penalty: 5086.248047
	Iteration 5Q: 3 clusters Score -5118949 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -5119626.500000 Penalty: 5086.248047
	Iteration 6Q: 3 clusters Score -5119626 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -5120363.500000 Penalty: 5086.248047
	Iteration 7F: 3 clusters Score -5120364 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -5121036.000000 Penalty: 5086.248047
	Iteration 8Q: 3 clusters Score -5121036 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -5121504.500000 Penalty: 5086.248047
	Iteration 9Q: 3 clusters Score -5121504 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -5121978.500000 Penalty: 5086.248047
	Iteration 10Q: 3 clusters Score -5121978 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -5122371.500000 Penalty: 5086.248047
	Iteration 11Q: 3 clusters Score -5122372 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -5122687.000000 Penalty: 5086.248047
	Iteration 12Q: 3 clusters Score -5122687 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5122967.500000 Penalty: 5086.248047
	Iteration 13Q: 3 clusters Score -5122968 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -5123339.500000 Penalty: 5086.248047
	Iteration 14Q: 3 clusters Score -5123340 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -5123768.500000 Penalty: 5086.248047
	Iteration 15Q: 3 clusters Score -5123768 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -5124232.500000 Penalty: 5086.248047
	Iteration 16Q: 3 clusters Score -5124232 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -5124742.000000 Penalty: 5086.248047
	Iteration 17Q: 3 clusters Score -5124742 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -5125283.000000 Penalty: 5086.248047
	Iteration 18Q: 3 clusters Score -5125283 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5125728.500000 Penalty: 5086.248047
	Iteration 19Q: 3 clusters Score -5125728 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -5126083.000000 Penalty: 5086.248047
	Iteration 20F: 3 clusters Score -5126083 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -5126350.500000 Penalty: 5086.248047
	Iteration 21Q: 3 clusters Score -5126350 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -5126532.500000 Penalty: 5086.248047
	Iteration 22Q: 3 clusters Score -5126532 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -5126715.000000 Penalty: 5086.248047
	Iteration 23Q: 3 clusters Score -5126715 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -5126871.000000 Penalty: 5086.248047
	Iteration 24Q: 3 clusters Score -5126871 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -5126995.500000 Penalty: 5086.248047
	Iteration 25Q: 3 clusters Score -5126996 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -5127110.500000 Penalty: 5086.248047
	Iteration 26Q: 3 clusters Score -5127110 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -5127191.000000 Penalty: 5086.248047
	Iteration 27Q: 3 clusters Score -5127191 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5127242.500000 Penalty: 5086.248047
	Iteration 28Q: 3 clusters Score -5127242 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -5127313.500000 Penalty: 5086.248047
	Iteration 29Q: 3 clusters Score -5127314 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5127348.000000 Penalty: 5086.248047
	Iteration 30Q: 3 clusters Score -5127348 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -5127391.000000 Penalty: 5086.248047
	Iteration 31Q: 3 clusters Score -5127391 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5127431.000000 Penalty: 5086.248047
	Iteration 32Q: 3 clusters Score -5127431 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -5127459.000000 Penalty: 5086.248047
	Iteration 33Q: 3 clusters Score -5127459 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5127481.000000 Penalty: 5086.248047
	Iteration 34Q: 3 clusters Score -5127481 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -5127509.000000 Penalty: 5086.248047
	Iteration 35Q: 3 clusters Score -5127509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5127524.500000 Penalty: 5086.248047
	Iteration 36Q: 3 clusters Score -5127524 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5127542.500000 Penalty: 5086.248047
	Iteration 37Q: 3 clusters Score -5127542 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5127571.000000 Penalty: 5086.248047
	Iteration 38Q: 3 clusters Score -5127571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -5127581.500000 Penalty: 5086.248047
	Iteration 39Q: 3 clusters Score -5127582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -5127602.000000 Penalty: 5086.248047
	Iteration 40F: 3 clusters Score -5127602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5127607.500000 Penalty: 5086.248047
	Iteration 41Q: 3 clusters Score -5127608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -5127608.500000 Penalty: 5086.248047
	Iteration 42Q: 3 clusters Score -5127608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5127608.000000 Penalty: 5086.248047
	Iteration 43Q: 3 clusters Score -5127608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5127618.500000 Penalty: 5086.248047
	Iteration 44Q: 3 clusters Score -5127618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -5127630.500000 Penalty: 5086.248047
	Iteration 45Q: 3 clusters Score -5127630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -5127638.500000 Penalty: 5086.248047
	Iteration 46Q: 3 clusters Score -5127638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -5127640.000000 Penalty: 5086.248047
	Iteration 47Q: 3 clusters Score -5127640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5127645.500000 Penalty: 5086.248047
	Iteration 48Q: 3 clusters Score -5127646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5127636.500000 Penalty: 5086.248047
	Iteration 49Q: 3 clusters Score -5127636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -5127638.500000 Penalty: 5086.248047
	Iteration 50Q: 3 clusters Score -5127638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5127648.000000 Penalty: 5086.248047
	Iteration 51Q: 3 clusters Score -5127648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -5127646.500000 Penalty: 5086.248047
	Iteration 52Q: 3 clusters Score -5127646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -5127645.500000 Penalty: 5086.248047
	Iteration 53Q: 3 clusters Score -5127646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -5127649.000000 Penalty: 5086.248047
	Iteration 54Q: 3 clusters Score -5127649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5127654.500000 Penalty: 5086.248047
	Iteration 55Q: 3 clusters Score -5127654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -5127653.500000 Penalty: 5086.248047
	Iteration 56Q: 3 clusters Score -5127654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -5127648.500000 Penalty: 5086.248047
	Iteration 57Q: 3 clusters Score -5127648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5127653.000000 Penalty: 5086.248047
	Iteration 58Q: 3 clusters Score -5127653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5127661.500000 Penalty: 5086.248047
	Iteration 59Q: 3 clusters Score -5127662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5127659.500000 Penalty: 5086.248047
	Iteration 60F: 3 clusters Score -5127660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5127657.500000 Penalty: 5086.248047
	Iteration 61Q: 3 clusters Score -5127658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -5127658.000000 Penalty: 5086.248047
	Iteration 62Q: 3 clusters Score -5127658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5127673.000000 Penalty: 5086.248047
	Iteration 63Q: 3 clusters Score -5127673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5127668.000000 Penalty: 5086.248047
	Iteration 64Q: 3 clusters Score -5127668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5127668.000000 Penalty: 5086.248047
	Iteration 65Q: 3 clusters Score -5127668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5127665.000000 Penalty: 5086.248047
	Iteration 66Q: 3 clusters Score -5127665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5127671.000000 Penalty: 5086.248047
	Iteration 67Q: 3 clusters Score -5127671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5127679.500000 Penalty: 5086.248047
	Iteration 68Q: 3 clusters Score -5127680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5127674.000000 Penalty: 5086.248047
	Iteration 69Q: 3 clusters Score -5127674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5127684.000000 Penalty: 5086.248047
	Iteration 70Q: 3 clusters Score -5127684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5127679.000000 Penalty: 5086.248047
	Iteration 71Q: 3 clusters Score -5127679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5127675.000000 Penalty: 5086.248047
	Iteration 72Q: 3 clusters Score -5127675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5127669.000000 Penalty: 5086.248047
	Iteration 73Q: 3 clusters Score -5127669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5127667.000000 Penalty: 5086.248047
	Iteration 74Q: 3 clusters Score -5127667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5127668.000000 Penalty: 5086.248047
	Iteration 75Q: 3 clusters Score -5127668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5127668.000000 Penalty: 5086.248047
	Iteration 76F: 3 clusters Score -5127668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -52064.167969 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -52064.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50644.425781 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -50644.43 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51105.394531 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -51105.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51294.484375 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -51294.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51403.875000 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -51403.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51483.582031 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -51483.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51538.660156 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -51538.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51588.542969 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -51588.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51617.214844 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -51617.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51638.812500 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -51638.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51641.531250 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -51641.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51650.554688 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -51650.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51657.996094 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -51658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51662.585938 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -51662.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51673.382812 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -51673.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51696.476562 Penalty: 3064.260254
	Iteration 14Q: 3 clusters Score -51696.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51710.839844 Penalty: 3064.260254
	Iteration 15Q: 3 clusters Score -51710.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51720.621094 Penalty: 3064.260254
	Iteration 16Q: 3 clusters Score -51720.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51754.523438 Penalty: 3064.260254
	Iteration 17Q: 3 clusters Score -51754.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51793.152344 Penalty: 3064.260254
	Iteration 18Q: 3 clusters Score -51793.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51799.964844 Penalty: 3064.260254
	Iteration 19Q: 3 clusters Score -51799.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51802.167969 Penalty: 3064.260254
	Iteration 20F: 3 clusters Score -51802.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51817.246094 Penalty: 3064.260254
	Iteration 21Q: 3 clusters Score -51817.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51820.253906 Penalty: 3064.260254
	Iteration 22Q: 3 clusters Score -51820.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51820.253906 Penalty: 3064.260254
	Iteration 23F: 3 clusters Score -51820.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Entering Unmasked Estep 
Score: -7897941.500000 Penalty: 2643.606445
	Iteration 0F: 2 clusters Score -7897942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -7869419.000000 Penalty: 5287.212891
	Iteration 0F: 3 clusters Score -7869419 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -7880389.500000 Penalty: 5287.212891
	Iteration 1F: 3 clusters Score -7880390 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -7881193.000000 Penalty: 5287.212891
	Iteration 2Q: 3 clusters Score -7881193 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -7882217.500000 Penalty: 5287.212891
	Iteration 3Q: 3 clusters Score -7882218 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -7883499.000000 Penalty: 5287.212891
	Iteration 4F: 3 clusters Score -7883499 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -7885102.000000 Penalty: 5287.212891
	Iteration 5F: 3 clusters Score -7885102 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -7887135.000000 Penalty: 5287.212891
	Iteration 6F: 3 clusters Score -7887135 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -7889583.500000 Penalty: 5287.212891
	Iteration 7F: 3 clusters Score -7889584 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -7892117.500000 Penalty: 5287.212891
	Iteration 8F: 3 clusters Score -7892118 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -7893977.000000 Penalty: 5287.212891
	Iteration 9F: 3 clusters Score -7893977 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -7895180.000000 Penalty: 5287.212891
	Iteration 10Q: 3 clusters Score -7895180 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -7896066.500000 Penalty: 5287.212891
	Iteration 11Q: 3 clusters Score -7896066 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -7896473.500000 Penalty: 5287.212891
	Iteration 12Q: 3 clusters Score -7896474 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -7896716.500000 Penalty: 5287.212891
	Iteration 13Q: 3 clusters Score -7896716 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -7896820.000000 Penalty: 5287.212891
	Iteration 14Q: 3 clusters Score -7896820 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -7896921.000000 Penalty: 5287.212891
	Iteration 15Q: 3 clusters Score -7896921 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -7897020.500000 Penalty: 5287.212891
	Iteration 16Q: 3 clusters Score -7897020 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -7897061.000000 Penalty: 5287.212891
	Iteration 17Q: 3 clusters Score -7897061 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -7897109.000000 Penalty: 5287.212891
	Iteration 18Q: 3 clusters Score -7897109 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -7897135.000000 Penalty: 5287.212891
	Iteration 19Q: 3 clusters Score -7897135 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -7897193.500000 Penalty: 5287.212891
	Iteration 20F: 3 clusters Score -7897194 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -7897247.000000 Penalty: 5287.212891
	Iteration 21Q: 3 clusters Score -7897247 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -7897274.500000 Penalty: 5287.212891
	Iteration 22Q: 3 clusters Score -7897274 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -7897300.000000 Penalty: 5287.212891
	Iteration 23Q: 3 clusters Score -7897300 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -7897352.500000 Penalty: 5287.212891
	Iteration 24Q: 3 clusters Score -7897352 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -7897368.000000 Penalty: 5287.212891
	Iteration 25Q: 3 clusters Score -7897368 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -7897409.500000 Penalty: 5287.212891
	Iteration 26Q: 3 clusters Score -7897410 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -7897385.000000 Penalty: 5287.212891
	Iteration 27Q: 3 clusters Score -7897385 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -7897417.000000 Penalty: 5287.212891
	Iteration 28Q: 3 clusters Score -7897417 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -7897400.000000 Penalty: 5287.212891
	Iteration 29Q: 3 clusters Score -7897400 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -7897436.000000 Penalty: 5287.212891
	Iteration 30Q: 3 clusters Score -7897436 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -7897439.000000 Penalty: 5287.212891
	Iteration 31Q: 3 clusters Score -7897439 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -7897467.500000 Penalty: 5287.212891
	Iteration 32Q: 3 clusters Score -7897468 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -7897483.500000 Penalty: 5287.212891
	Iteration 33Q: 3 clusters Score -7897484 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -7897526.500000 Penalty: 5287.212891
	Iteration 34Q: 3 clusters Score -7897526 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -7897522.000000 Penalty: 5287.212891
	Iteration 35Q: 3 clusters Score -7897522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -7897505.500000 Penalty: 5287.212891
	Iteration 36Q: 3 clusters Score -7897506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -7897501.000000 Penalty: 5287.212891
	Iteration 37Q: 3 clusters Score -7897501 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -7897515.000000 Penalty: 5287.212891
	Iteration 38Q: 3 clusters Score -7897515 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -7897548.500000 Penalty: 5287.212891
	Iteration 39Q: 3 clusters Score -7897548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -7897555.500000 Penalty: 5287.212891
	Iteration 40F: 3 clusters Score -7897556 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -7897550.500000 Penalty: 5287.212891
	Iteration 41Q: 3 clusters Score -7897550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -7897550.500000 Penalty: 5287.212891
	Iteration 42Q: 3 clusters Score -7897550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -7897557.500000 Penalty: 5287.212891
	Iteration 43Q: 3 clusters Score -7897558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -7897558.000000 Penalty: 5287.212891
	Iteration 44Q: 3 clusters Score -7897558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -7897546.500000 Penalty: 5287.212891
	Iteration 45Q: 3 clusters Score -7897546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -7897555.000000 Penalty: 5287.212891
	Iteration 46Q: 3 clusters Score -7897555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -7897571.000000 Penalty: 5287.212891
	Iteration 47Q: 3 clusters Score -7897571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -7897592.000000 Penalty: 5287.212891
	Iteration 48Q: 3 clusters Score -7897592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -7897605.500000 Penalty: 5287.212891
	Iteration 49Q: 3 clusters Score -7897606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -7897594.500000 Penalty: 5287.212891
	Iteration 50Q: 3 clusters Score -7897594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -7897601.500000 Penalty: 5287.212891
	Iteration 51Q: 3 clusters Score -7897602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -7897599.500000 Penalty: 5287.212891
	Iteration 52Q: 3 clusters Score -7897600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -7897597.500000 Penalty: 5287.212891
	Iteration 53Q: 3 clusters Score -7897598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -7897600.500000 Penalty: 5287.212891
	Iteration 54Q: 3 clusters Score -7897600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -7897598.500000 Penalty: 5287.212891
	Iteration 55Q: 3 clusters Score -7897598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -7897598.500000 Penalty: 5287.212891
	Iteration 56Q: 3 clusters Score -7897598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -7897625.500000 Penalty: 5287.212891
	Iteration 57Q: 3 clusters Score -7897626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -7897622.000000 Penalty: 5287.212891
	Iteration 58Q: 3 clusters Score -7897622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -7897627.000000 Penalty: 5287.212891
	Iteration 59Q: 3 clusters Score -7897627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -7897640.000000 Penalty: 5287.212891
	Iteration 60F: 3 clusters Score -7897640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -7897629.500000 Penalty: 5287.212891
	Iteration 61Q: 3 clusters Score -7897630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -7897627.000000 Penalty: 5287.212891
	Iteration 62Q: 3 clusters Score -7897627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7897625.000000 Penalty: 5287.212891
	Iteration 63Q: 3 clusters Score -7897625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -7897637.500000 Penalty: 5287.212891
	Iteration 64Q: 3 clusters Score -7897638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -7897646.000000 Penalty: 5287.212891
	Iteration 65Q: 3 clusters Score -7897646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -7897652.000000 Penalty: 5287.212891
	Iteration 66Q: 3 clusters Score -7897652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -7897645.000000 Penalty: 5287.212891
	Iteration 67Q: 3 clusters Score -7897645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -7897640.000000 Penalty: 5287.212891
	Iteration 68Q: 3 clusters Score -7897640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -7897643.500000 Penalty: 5287.212891
	Iteration 69Q: 3 clusters Score -7897644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -7897639.500000 Penalty: 5287.212891
	Iteration 70Q: 3 clusters Score -7897640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -7897644.000000 Penalty: 5287.212891
	Iteration 71Q: 3 clusters Score -7897644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -7897645.000000 Penalty: 5287.212891
	Iteration 72Q: 3 clusters Score -7897645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -7897648.500000 Penalty: 5287.212891
	Iteration 73Q: 3 clusters Score -7897648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -7897647.500000 Penalty: 5287.212891
	Iteration 74Q: 3 clusters Score -7897648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -7897645.000000 Penalty: 5287.212891
	Iteration 75Q: 3 clusters Score -7897645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -7897648.000000 Penalty: 5287.212891
	Iteration 76Q: 3 clusters Score -7897648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -7897644.000000 Penalty: 5287.212891
	Iteration 77Q: 3 clusters Score -7897644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -7897649.000000 Penalty: 5287.212891
	Iteration 78Q: 3 clusters Score -7897649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -7897649.000000 Penalty: 5287.212891
	Iteration 79Q: 3 clusters Score -7897649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -7897654.500000 Penalty: 5287.212891
	Iteration 80F: 3 clusters Score -7897654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -7897654.000000 Penalty: 5287.212891
	Iteration 81Q: 3 clusters Score -7897654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -7897643.500000 Penalty: 5287.212891
	Iteration 82Q: 3 clusters Score -7897644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -7897643.500000 Penalty: 5287.212891
	Iteration 83Q: 3 clusters Score -7897644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -7897640.000000 Penalty: 5287.212891
	Iteration 84Q: 3 clusters Score -7897640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7897644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -7897643.500000 Penalty: 5287.212891
	Iteration 86F: 3 clusters Score -7897644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Entering Unmasked Estep 
Score: -7572591.500000 Penalty: 2634.820068
	Iteration 0F: 2 clusters Score -7572592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7544866 nChanged 18780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7555142 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7555681 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7556374 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -7557209.000000 Penalty: 5269.640137
	Iteration 4Q: 3 clusters Score -7557209 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -7558435.500000 Penalty: 5269.640137
	Iteration 5Q: 3 clusters Score -7558436 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -7560182.000000 Penalty: 5269.640137
	Iteration 6F: 3 clusters Score -7560182 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -7562446.000000 Penalty: 5269.640137
	Iteration 7F: 3 clusters Score -7562446 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -7564923.500000 Penalty: 5269.640137
	Iteration 8F: 3 clusters Score -7564924 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -7566811.500000 Penalty: 5269.640137
	Iteration 9F: 3 clusters Score -7566812 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -7567864.000000 Penalty: 5269.640137
	Iteration 10Q: 3 clusters Score -7567864 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -7568492.500000 Penalty: 5269.640137
	Iteration 11Q: 3 clusters Score -7568492 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -7568980.500000 Penalty: 5269.640137
	Iteration 12Q: 3 clusters Score -7568980 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -7569361.000000 Penalty: 5269.640137
	Iteration 13Q: 3 clusters Score -7569361 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -7569622.500000 Penalty: 5269.640137
	Iteration 14Q: 3 clusters Score -7569622 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -7569820.000000 Penalty: 5269.640137
	Iteration 15Q: 3 clusters Score -7569820 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -7569930.500000 Penalty: 5269.640137
	Iteration 16Q: 3 clusters Score -7569930 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -7569988.000000 Penalty: 5269.640137
	Iteration 17Q: 3 clusters Score -7569988 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -7570048.500000 Penalty: 5269.640137
	Iteration 18Q: 3 clusters Score -7570048 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -7570084.500000 Penalty: 5269.640137
	Iteration 19Q: 3 clusters Score -7570084 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -7570122.000000 Penalty: 5269.640137
	Iteration 20F: 3 clusters Score -7570122 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -7570162.500000 Penalty: 5269.640137
	Iteration 21Q: 3 clusters Score -7570162 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -7570192.500000 Penalty: 5269.640137
	Iteration 22Q: 3 clusters Score -7570192 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -7570226.500000 Penalty: 5269.640137
	Iteration 23Q: 3 clusters Score -7570226 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -7570261.000000 Penalty: 5269.640137
	Iteration 24Q: 3 clusters Score -7570261 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -7570267.000000 Penalty: 5269.640137
	Iteration 25Q: 3 clusters Score -7570267 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -7570297.500000 Penalty: 5269.640137
	Iteration 26Q: 3 clusters Score -7570298 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -7570313.000000 Penalty: 5269.640137
	Iteration 27Q: 3 clusters Score -7570313 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -7570330.000000 Penalty: 5269.640137
	Iteration 28Q: 3 clusters Score -7570330 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -7570362.000000 Penalty: 5269.640137
	Iteration 29Q: 3 clusters Score -7570362 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -7570384.000000 Penalty: 5269.640137
	Iteration 30Q: 3 clusters Score -7570384 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -7570406.500000 Penalty: 5269.640137
	Iteration 31Q: 3 clusters Score -7570406 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -7570424.000000 Penalty: 5269.640137
	Iteration 32Q: 3 clusters Score -7570424 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -7570444.500000 Penalty: 5269.640137
	Iteration 33Q: 3 clusters Score -7570444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -7570435.000000 Penalty: 5269.640137
	Iteration 34Q: 3 clusters Score -7570435 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -7570430.500000 Penalty: 5269.640137
	Iteration 35Q: 3 clusters Score -7570430 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -7570443.500000 Penalty: 5269.640137
	Iteration 36Q: 3 clusters Score -7570444 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -7570435.000000 Penalty: 5269.640137
	Iteration 37Q: 3 clusters Score -7570435 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -7570469.500000 Penalty: 5269.640137
	Iteration 38Q: 3 clusters Score -7570470 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -7570499.000000 Penalty: 5269.640137
	Iteration 39Q: 3 clusters Score -7570499 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -7570533.500000 Penalty: 5269.640137
	Iteration 40F: 3 clusters Score -7570534 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -7570555.000000 Penalty: 5269.640137
	Iteration 41Q: 3 clusters Score -7570555 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -7570560.000000 Penalty: 5269.640137
	Iteration 42Q: 3 clusters Score -7570560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -7570565.500000 Penalty: 5269.640137
	Iteration 43Q: 3 clusters Score -7570566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -7570585.000000 Penalty: 5269.640137
	Iteration 44Q: 3 clusters Score -7570585 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -7570601.000000 Penalty: 5269.640137
	Iteration 45Q: 3 clusters Score -7570601 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -7570624.000000 Penalty: 5269.640137
	Iteration 46Q: 3 clusters Score -7570624 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -7570644.500000 Penalty: 5269.640137
	Iteration 47Q: 3 clusters Score -7570644 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -7570629.000000 Penalty: 5269.640137
	Iteration 48Q: 3 clusters Score -7570629 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -7570657.000000 Penalty: 5269.640137
	Iteration 49Q: 3 clusters Score -7570657 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -7570657.000000 Penalty: 5269.640137
	Iteration 50Q: 3 clusters Score -7570657 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -7570665.500000 Penalty: 5269.640137
	Iteration 51Q: 3 clusters Score -7570666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -7570670.500000 Penalty: 5269.640137
	Iteration 52Q: 3 clusters Score -7570670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -7570673.500000 Penalty: 5269.640137
	Iteration 53Q: 3 clusters Score -7570674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7570694.500000 Penalty: 5269.640137
	Iteration 54Q: 3 clusters Score -7570694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -7570688.500000 Penalty: 5269.640137
	Iteration 55Q: 3 clusters Score -7570688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -7570687.000000 Penalty: 5269.640137
	Iteration 56Q: 3 clusters Score -7570687 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -7570720.000000 Penalty: 5269.640137
	Iteration 57Q: 3 clusters Score -7570720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -7570710.500000 Penalty: 5269.640137
	Iteration 58Q: 3 clusters Score -7570710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -7570703.000000 Penalty: 5269.640137
	Iteration 59Q: 3 clusters Score -7570703 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -7570706.000000 Penalty: 5269.640137
	Iteration 60F: 3 clusters Score -7570706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -7570725.000000 Penalty: 5269.640137
	Iteration 61Q: 3 clusters Score -7570725 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -7570732.500000 Penalty: 5269.640137
	Iteration 62Q: 3 clusters Score -7570732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -7570734.000000 Penalty: 5269.640137
	Iteration 63Q: 3 clusters Score -7570734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -7570748.000000 Penalty: 5269.640137
	Iteration 64Q: 3 clusters Score -7570748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -7570765.500000 Penalty: 5269.640137
	Iteration 65Q: 3 clusters Score -7570766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -7570771.500000 Penalty: 5269.640137
	Iteration 66Q: 3 clusters Score -7570772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -7570772.500000 Penalty: 5269.640137
	Iteration 67Q: 3 clusters Score -7570772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -7570781.000000 Penalty: 5269.640137
	Iteration 68Q: 3 clusters Score -7570781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -7570777.000000 Penalty: 5269.640137
	Iteration 69Q: 3 clusters Score -7570777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -7570789.000000 Penalty: 5269.640137
	Iteration 70Q: 3 clusters Score -7570789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -7570781.500000 Penalty: 5269.640137
	Iteration 71Q: 3 clusters Score -7570782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -7570774.000000 Penalty: 5269.640137
	Iteration 72Q: 3 clusters Score -7570774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -7570794.000000 Penalty: 5269.640137
	Iteration 73Q: 3 clusters Score -7570794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -7570798.500000 Penalty: 5269.640137
	Iteration 74Q: 3 clusters Score -7570798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -7570802.500000 Penalty: 5269.640137
	Iteration 75Q: 3 clusters Score -7570802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -7570801.000000 Penalty: 5269.640137
	Iteration 76Q: 3 clusters Score -7570801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -7570785.500000 Penalty: 5269.640137
	Iteration 77Q: 3 clusters Score -7570786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -7570788.000000 Penalty: 5269.640137
	Iteration 78Q: 3 clusters Score -7570788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -7570790.500000 Penalty: 5269.640137
	Iteration 79Q: 3 clusters Score -7570790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -7570788.000000 Penalty: 5269.640137
	Iteration 80F: 3 clusters Score -7570788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -7570792.000000 Penalty: 5269.640137
	Iteration 81Q: 3 clusters Score -7570792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -7570806.500000 Penalty: 5269.640137
	Iteration 82Q: 3 clusters Score -7570806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -7570804.000000 Penalty: 5269.640137
	Iteration 83Q: 3 clusters Score -7570804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -7570799.000000 Penalty: 5269.640137
	Iteration 84Q: 3 clusters Score -7570799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -7570785.500000 Penalty: 5269.640137
	Iteration 85Q: 3 clusters Score -7570786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -7570800.000000 Penalty: 5269.640137
	Iteration 86Q: 3 clusters Score -7570800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -7570794.000000 Penalty: 5269.640137
	Iteration 87Q: 3 clusters Score -7570794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -7570791.000000 Penalty: 5269.640137
	Iteration 88Q: 3 clusters Score -7570791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -7570805.000000 Penalty: 5269.640137
	Iteration 89Q: 3 clusters Score -7570805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -7570798.000000 Penalty: 5269.640137
	Iteration 90Q: 3 clusters Score -7570798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -7570798.500000 Penalty: 5269.640137
	Iteration 91Q: 3 clusters Score -7570798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -7570801.000000 Penalty: 5269.640137
	Iteration 92Q: 3 clusters Score -7570801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -7570801.500000 Penalty: 5269.640137
	Iteration 93Q: 3 clusters Score -7570802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -7570801.500000 Penalty: 5269.640137
	Iteration 94Q: 3 clusters Score -7570802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -7570806.500000 Penalty: 5269.640137
	Iteration 95Q: 3 clusters Score -7570806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -7570814.000000 Penalty: 5269.640137
	Iteration 96Q: 3 clusters Score -7570814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -7570814.000000 Penalty: 5269.640137
	Iteration 97Q: 3 clusters Score -7570814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -7570818.500000 Penalty: 5269.640137
	Iteration 98Q: 3 clusters Score -7570818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -7570820.000000 Penalty: 5269.640137
	Iteration 99Q: 3 clusters Score -7570820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -7570819.000000 Penalty: 5269.640137
	Iteration 100F: 3 clusters Score -7570819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -7570815.500000 Penalty: 5269.640137
	Iteration 101Q: 3 clusters Score -7570816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -7570820.500000 Penalty: 5269.640137
	Iteration 102Q: 3 clusters Score -7570820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -7570814.000000 Penalty: 5269.640137
	Iteration 103Q: 3 clusters Score -7570814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -7570811.500000 Penalty: 5269.640137
	Iteration 104Q: 3 clusters Score -7570812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -7570815.000000 Penalty: 5269.640137
	Iteration 105Q: 3 clusters Score -7570815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -7570811.500000 Penalty: 5269.640137
	Iteration 106Q: 3 clusters Score -7570812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -7570811.500000 Penalty: 5269.640137
	Iteration 107Q: 3 clusters Score -7570812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -7570812.500000 Penalty: 5269.640137
	Iteration 108Q: 3 clusters Score -7570812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -7570819.000000 Penalty: 5269.640137
	Iteration 109Q: 3 clusters Score -7570819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -7570831.500000 Penalty: 5269.640137
	Iteration 110Q: 3 clusters Score -7570832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -7570831.000000 Penalty: 5269.640137
	Iteration 111Q: 3 clusters Score -7570831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -7570822.500000 Penalty: 5269.640137
	Iteration 112Q: 3 clusters Score -7570822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -7570831.000000 Penalty: 5269.640137
	Iteration 113Q: 3 clusters Score -7570831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -7570829.500000 Penalty: 5269.640137
	Iteration 114Q: 3 clusters Score -7570830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -7570829.000000 Penalty: 5269.640137
	Iteration 115Q: 3 clusters Score -7570829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -7570828.000000 Penalty: 5269.640137
	Iteration 116Q: 3 clusters Score -7570828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -7570832.000000 Penalty: 5269.640137
	Iteration 117Q: 3 clusters Score -7570832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -7570836.000000 Penalty: 5269.640137
	Iteration 118Q: 3 clusters Score -7570836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -7570839.000000 Penalty: 5269.640137
	Iteration 119Q: 3 clusters Score -7570839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -7570839.000000 Penalty: 5269.640137
	Iteration 120F: 3 clusters Score -7570839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Entering Unmasked Estep 
Score: -6030796.500000 Penalty: 2575.162598
	Iteration 0F: 2 clusters Score -6030796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -6008801.500000 Penalty: 5150.325195
	Iteration 0F: 3 clusters Score -6008802 nChanged 14699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -6016909.500000 Penalty: 5150.325195
	Iteration 1F: 3 clusters Score -6016910 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -6017552.000000 Penalty: 5150.325195
	Iteration 2Q: 3 clusters Score -6017552 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -6018266.500000 Penalty: 5150.325195
	Iteration 3Q: 3 clusters Score -6018266 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -6019042.500000 Penalty: 5150.325195
	Iteration 4Q: 3 clusters Score -6019042 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -6019958.000000 Penalty: 5150.325195
	Iteration 5Q: 3 clusters Score -6019958 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -6020911.000000 Penalty: 5150.325195
	Iteration 6F: 3 clusters Score -6020911 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -6021955.000000 Penalty: 5150.325195
	Iteration 7F: 3 clusters Score -6021955 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -6022954.500000 Penalty: 5150.325195
	Iteration 8F: 3 clusters Score -6022954 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -6023824.000000 Penalty: 5150.325195
	Iteration 9Q: 3 clusters Score -6023824 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -6024432.500000 Penalty: 5150.325195
	Iteration 10Q: 3 clusters Score -6024432 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -6024811.500000 Penalty: 5150.325195
	Iteration 11Q: 3 clusters Score -6024812 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -6024996.000000 Penalty: 5150.325195
	Iteration 12Q: 3 clusters Score -6024996 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -6025083.500000 Penalty: 5150.325195
	Iteration 13Q: 3 clusters Score -6025084 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -6025150.500000 Penalty: 5150.325195
	Iteration 14Q: 3 clusters Score -6025150 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -6025205.500000 Penalty: 5150.325195
	Iteration 15Q: 3 clusters Score -6025206 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -6025220.000000 Penalty: 5150.325195
	Iteration 16Q: 3 clusters Score -6025220 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -6025229.000000 Penalty: 5150.325195
	Iteration 17Q: 3 clusters Score -6025229 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -6025266.000000 Penalty: 5150.325195
	Iteration 18Q: 3 clusters Score -6025266 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -6025281.000000 Penalty: 5150.325195
	Iteration 19Q: 3 clusters Score -6025281 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -6025291.000000 Penalty: 5150.325195
	Iteration 20F: 3 clusters Score -6025291 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -6025330.000000 Penalty: 5150.325195
	Iteration 21Q: 3 clusters Score -6025330 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -6025346.500000 Penalty: 5150.325195
	Iteration 22Q: 3 clusters Score -6025346 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -6025352.500000 Penalty: 5150.325195
	Iteration 23Q: 3 clusters Score -6025352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -6025371.000000 Penalty: 5150.325195
	Iteration 24Q: 3 clusters Score -6025371 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -6025383.500000 Penalty: 5150.325195
	Iteration 25Q: 3 clusters Score -6025384 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -6025424.000000 Penalty: 5150.325195
	Iteration 26Q: 3 clusters Score -6025424 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -6025439.000000 Penalty: 5150.325195
	Iteration 27Q: 3 clusters Score -6025439 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -6025456.000000 Penalty: 5150.325195
	Iteration 28Q: 3 clusters Score -6025456 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -6025472.500000 Penalty: 5150.325195
	Iteration 29Q: 3 clusters Score -6025472 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -6025487.500000 Penalty: 5150.325195
	Iteration 30Q: 3 clusters Score -6025488 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -6025511.000000 Penalty: 5150.325195
	Iteration 31Q: 3 clusters Score -6025511 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -6025547.000000 Penalty: 5150.325195
	Iteration 32Q: 3 clusters Score -6025547 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6025568 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -6025622.500000 Penalty: 5150.325195
	Iteration 34Q: 3 clusters Score -6025622 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -6025644.000000 Penalty: 5150.325195
	Iteration 35Q: 3 clusters Score -6025644 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -6025689.500000 Penalty: 5150.325195
	Iteration 36Q: 3 clusters Score -6025690 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -6025725.000000 Penalty: 5150.325195
	Iteration 37Q: 3 clusters Score -6025725 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -6025753.500000 Penalty: 5150.325195
	Iteration 38Q: 3 clusters Score -6025754 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -6025785.500000 Penalty: 5150.325195
	Iteration 39Q: 3 clusters Score -6025786 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -6025844.000000 Penalty: 5150.325195
	Iteration 40F: 3 clusters Score -6025844 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -6025881.000000 Penalty: 5150.325195
	Iteration 41Q: 3 clusters Score -6025881 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -6025925.000000 Penalty: 5150.325195
	Iteration 42Q: 3 clusters Score -6025925 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -6025965.000000 Penalty: 5150.325195
	Iteration 43Q: 3 clusters Score -6025965 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -6026005.000000 Penalty: 5150.325195
	Iteration 44Q: 3 clusters Score -6026005 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -6026036.000000 Penalty: 5150.325195
	Iteration 45Q: 3 clusters Score -6026036 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -6026070.500000 Penalty: 5150.325195
	Iteration 46Q: 3 clusters Score -6026070 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -6026117.000000 Penalty: 5150.325195
	Iteration 47Q: 3 clusters Score -6026117 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -6026167.000000 Penalty: 5150.325195
	Iteration 48Q: 3 clusters Score -6026167 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -6026206.000000 Penalty: 5150.325195
	Iteration 49Q: 3 clusters Score -6026206 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -6026258.500000 Penalty: 5150.325195
	Iteration 50Q: 3 clusters Score -6026258 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -6026316.000000 Penalty: 5150.325195
	Iteration 51Q: 3 clusters Score -6026316 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -6026347.000000 Penalty: 5150.325195
	Iteration 52Q: 3 clusters Score -6026347 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -6026401.500000 Penalty: 5150.325195
	Iteration 53Q: 3 clusters Score -6026402 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -6026411.000000 Penalty: 5150.325195
	Iteration 54Q: 3 clusters Score -6026411 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -6026448.000000 Penalty: 5150.325195
	Iteration 55Q: 3 clusters Score -6026448 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -6026494.500000 Penalty: 5150.325195
	Iteration 56Q: 3 clusters Score -6026494 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -6026570.000000 Penalty: 5150.325195
	Iteration 57Q: 3 clusters Score -6026570 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -6026619.000000 Penalty: 5150.325195
	Iteration 58Q: 3 clusters Score -6026619 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -6026651.500000 Penalty: 5150.325195
	Iteration 59Q: 3 clusters Score -6026652 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -6026667.000000 Penalty: 5150.325195
	Iteration 60F: 3 clusters Score -6026667 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -6026743.500000 Penalty: 5150.325195
	Iteration 61Q: 3 clusters Score -6026744 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -6026794.500000 Penalty: 5150.325195
	Iteration 62Q: 3 clusters Score -6026794 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -6026884.500000 Penalty: 5150.325195
	Iteration 63Q: 3 clusters Score -6026884 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -6026953.000000 Penalty: 5150.325195
	Iteration 64Q: 3 clusters Score -6026953 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -6027064.000000 Penalty: 5150.325195
	Iteration 65Q: 3 clusters Score -6027064 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -6027179.500000 Penalty: 5150.325195
	Iteration 66Q: 3 clusters Score -6027180 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -6027292.000000 Penalty: 5150.325195
	Iteration 67Q: 3 clusters Score -6027292 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -6027331.000000 Penalty: 5150.325195
	Iteration 68Q: 3 clusters Score -6027331 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -6027414.500000 Penalty: 5150.325195
	Iteration 69Q: 3 clusters Score -6027414 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -6027467.000000 Penalty: 5150.325195
	Iteration 70Q: 3 clusters Score -6027467 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -6027556.000000 Penalty: 5150.325195
	Iteration 71Q: 3 clusters Score -6027556 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -6027652.000000 Penalty: 5150.325195
	Iteration 72Q: 3 clusters Score -6027652 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -6027734.000000 Penalty: 5150.325195
	Iteration 73Q: 3 clusters Score -6027734 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -6027872.500000 Penalty: 5150.325195
	Iteration 74Q: 3 clusters Score -6027872 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -6027938.000000 Penalty: 5150.325195
	Iteration 75Q: 3 clusters Score -6027938 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -6028045.000000 Penalty: 5150.325195
	Iteration 76Q: 3 clusters Score -6028045 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -6028132.500000 Penalty: 5150.325195
	Iteration 77Q: 3 clusters Score -6028132 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -6028226.000000 Penalty: 5150.325195
	Iteration 78Q: 3 clusters Score -6028226 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -6028312.500000 Penalty: 5150.325195
	Iteration 79Q: 3 clusters Score -6028312 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6028398.500000 Penalty: 5150.325195
	Iteration 80F: 3 clusters Score -6028398 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -6028488.000000 Penalty: 5150.325195
	Iteration 81Q: 3 clusters Score -6028488 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6028590.500000 Penalty: 5150.325195
	Iteration 82Q: 3 clusters Score -6028590 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6028630.500000 Penalty: 5150.325195
	Iteration 83Q: 3 clusters Score -6028630 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6028690.500000 Penalty: 5150.325195
	Iteration 84Q: 3 clusters Score -6028690 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6028744.500000 Penalty: 5150.325195
	Iteration 85Q: 3 clusters Score -6028744 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6028815.000000 Penalty: 5150.325195
	Iteration 86Q: 3 clusters Score -6028815 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6028853.500000 Penalty: 5150.325195
	Iteration 87Q: 3 clusters Score -6028854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6028905.500000 Penalty: 5150.325195
	Iteration 88Q: 3 clusters Score -6028906 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6028912.000000 Penalty: 5150.325195
	Iteration 89Q: 3 clusters Score -6028912 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6028916.000000 Penalty: 5150.325195
	Iteration 90Q: 3 clusters Score -6028916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6028953.000000 Penalty: 5150.325195
	Iteration 91Q: 3 clusters Score -6028953 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6028962.000000 Penalty: 5150.325195
	Iteration 92Q: 3 clusters Score -6028962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6028978.000000 Penalty: 5150.325195
	Iteration 93Q: 3 clusters Score -6028978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6028979.000000 Penalty: 5150.325195
	Iteration 94Q: 3 clusters Score -6028979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6028974.500000 Penalty: 5150.325195
	Iteration 95Q: 3 clusters Score -6028974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6028973.500000 Penalty: 5150.325195
	Iteration 96Q: 3 clusters Score -6028974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6028990.500000 Penalty: 5150.325195
	Iteration 97Q: 3 clusters Score -6028990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6028998.000000 Penalty: 5150.325195
	Iteration 98Q: 3 clusters Score -6028998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6028999.000000 Penalty: 5150.325195
	Iteration 99Q: 3 clusters Score -6028999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6028994.500000 Penalty: 5150.325195
	Iteration 100F: 3 clusters Score -6028994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6028985.000000 Penalty: 5150.325195
	Iteration 101Q: 3 clusters Score -6028985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6028996.500000 Penalty: 5150.325195
	Iteration 102Q: 3 clusters Score -6028996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6028989.000000 Penalty: 5150.325195
	Iteration 103Q: 3 clusters Score -6028989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6028989.000000 Penalty: 5150.325195
	Iteration 104Q: 3 clusters Score -6028989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6028990.000000 Penalty: 5150.325195
	Iteration 105Q: 3 clusters Score -6028990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6028985.000000 Penalty: 5150.325195
	Iteration 106Q: 3 clusters Score -6028985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6028995.000000 Penalty: 5150.325195
	Iteration 107Q: 3 clusters Score -6028995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6028992.000000 Penalty: 5150.325195
	Iteration 108Q: 3 clusters Score -6028992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6028995.500000 Penalty: 5150.325195
	Iteration 109Q: 3 clusters Score -6028996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6028996.500000 Penalty: 5150.325195
	Iteration 110Q: 3 clusters Score -6028996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6028998.500000 Penalty: 5150.325195
	Iteration 111Q: 3 clusters Score -6028998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6029006.000000 Penalty: 5150.325195
	Iteration 112Q: 3 clusters Score -6029006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6029001.500000 Penalty: 5150.325195
	Iteration 113Q: 3 clusters Score -6029002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6029007.500000 Penalty: 5150.325195
	Iteration 114Q: 3 clusters Score -6029008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6029007.500000 Penalty: 5150.325195
	Iteration 115F: 3 clusters Score -6029008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Entering Unmasked Estep 
Score: -1294678.375000 Penalty: 2196.275146
	Iteration 0F: 2 clusters Score -1294678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1288853.875000 Penalty: 4392.550293
	Iteration 0F: 3 clusters Score -1288854 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1290397.750000 Penalty: 4392.550293
	Iteration 1F: 3 clusters Score -1290398 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1290619 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1290731.875000 Penalty: 4392.550293
	Iteration 3Q: 3 clusters Score -1290732 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1290807.125000 Penalty: 4392.550293
	Iteration 4Q: 3 clusters Score -1290807 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1290857.625000 Penalty: 4392.550293
	Iteration 5Q: 3 clusters Score -1290858 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1290904.125000 Penalty: 4392.550293
	Iteration 6Q: 3 clusters Score -1290904 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1290946.250000 Penalty: 4392.550293
	Iteration 7Q: 3 clusters Score -1290946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1290982.750000 Penalty: 4392.550293
	Iteration 8Q: 3 clusters Score -1290983 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1291003.000000 Penalty: 4392.550293
	Iteration 9Q: 3 clusters Score -1291003 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1291021.875000 Penalty: 4392.550293
	Iteration 10Q: 3 clusters Score -1291022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1291037.750000 Penalty: 4392.550293
	Iteration 11Q: 3 clusters Score -1291038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1291054.500000 Penalty: 4392.550293
	Iteration 12Q: 3 clusters Score -1291054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1291069.875000 Penalty: 4392.550293
	Iteration 13Q: 3 clusters Score -1291070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1291082.875000 Penalty: 4392.550293
	Iteration 14Q: 3 clusters Score -1291083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1291092.875000 Penalty: 4392.550293
	Iteration 15Q: 3 clusters Score -1291093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1291107.750000 Penalty: 4392.550293
	Iteration 16Q: 3 clusters Score -1291108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1291124.000000 Penalty: 4392.550293
	Iteration 17Q: 3 clusters Score -1291124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1291138.875000 Penalty: 4392.550293
	Iteration 18Q: 3 clusters Score -1291139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1291154.625000 Penalty: 4392.550293
	Iteration 19Q: 3 clusters Score -1291155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1291174.500000 Penalty: 4392.550293
	Iteration 20F: 3 clusters Score -1291174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1291192.625000 Penalty: 4392.550293
	Iteration 21Q: 3 clusters Score -1291193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1291211.000000 Penalty: 4392.550293
	Iteration 22Q: 3 clusters Score -1291211 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1291234.125000 Penalty: 4392.550293
	Iteration 23Q: 3 clusters Score -1291234 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1291257.500000 Penalty: 4392.550293
	Iteration 24Q: 3 clusters Score -1291258 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1291277.125000 Penalty: 4392.550293
	Iteration 25Q: 3 clusters Score -1291277 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1291308.125000 Penalty: 4392.550293
	Iteration 26Q: 3 clusters Score -1291308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1291339.375000 Penalty: 4392.550293
	Iteration 27Q: 3 clusters Score -1291339 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1291377.750000 Penalty: 4392.550293
	Iteration 28Q: 3 clusters Score -1291378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1291407.375000 Penalty: 4392.550293
	Iteration 29Q: 3 clusters Score -1291407 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1291430.250000 Penalty: 4392.550293
	Iteration 30Q: 3 clusters Score -1291430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1291454.875000 Penalty: 4392.550293
	Iteration 31Q: 3 clusters Score -1291455 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1291479.000000 Penalty: 4392.550293
	Iteration 32Q: 3 clusters Score -1291479 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1291513.500000 Penalty: 4392.550293
	Iteration 33Q: 3 clusters Score -1291514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1291555.250000 Penalty: 4392.550293
	Iteration 34Q: 3 clusters Score -1291555 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1291609.750000 Penalty: 4392.550293
	Iteration 35Q: 3 clusters Score -1291610 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1291671.625000 Penalty: 4392.550293
	Iteration 36Q: 3 clusters Score -1291672 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1291744.125000 Penalty: 4392.550293
	Iteration 37Q: 3 clusters Score -1291744 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1291836.000000 Penalty: 4392.550293
	Iteration 38Q: 3 clusters Score -1291836 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1291911.625000 Penalty: 4392.550293
	Iteration 39Q: 3 clusters Score -1291912 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1291997.375000 Penalty: 4392.550293
	Iteration 40F: 3 clusters Score -1291997 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1292081.000000 Penalty: 4392.550293
	Iteration 41Q: 3 clusters Score -1292081 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1292165.000000 Penalty: 4392.550293
	Iteration 42Q: 3 clusters Score -1292165 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1292266.000000 Penalty: 4392.550293
	Iteration 43Q: 3 clusters Score -1292266 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1292348.500000 Penalty: 4392.550293
	Iteration 44Q: 3 clusters Score -1292348 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1292415.750000 Penalty: 4392.550293
	Iteration 45Q: 3 clusters Score -1292416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1292479.375000 Penalty: 4392.550293
	Iteration 46Q: 3 clusters Score -1292479 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1292531.750000 Penalty: 4392.550293
	Iteration 47Q: 3 clusters Score -1292532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1292571.125000 Penalty: 4392.550293
	Iteration 48Q: 3 clusters Score -1292571 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1292599.750000 Penalty: 4392.550293
	Iteration 49Q: 3 clusters Score -1292600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1292617.500000 Penalty: 4392.550293
	Iteration 50Q: 3 clusters Score -1292618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1292634.000000 Penalty: 4392.550293
	Iteration 51Q: 3 clusters Score -1292634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1292652.625000 Penalty: 4392.550293
	Iteration 52Q: 3 clusters Score -1292653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1292659.000000 Penalty: 4392.550293
	Iteration 53Q: 3 clusters Score -1292659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1292667.000000 Penalty: 4392.550293
	Iteration 54Q: 3 clusters Score -1292667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1292684.625000 Penalty: 4392.550293
	Iteration 55Q: 3 clusters Score -1292685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1292703.250000 Penalty: 4392.550293
	Iteration 56Q: 3 clusters Score -1292703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1292727.125000 Penalty: 4392.550293
	Iteration 57Q: 3 clusters Score -1292727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1292741.375000 Penalty: 4392.550293
	Iteration 58Q: 3 clusters Score -1292741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1292751.000000 Penalty: 4392.550293
	Iteration 59Q: 3 clusters Score -1292751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1292758.250000 Penalty: 4392.550293
	Iteration 60F: 3 clusters Score -1292758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1292765.500000 Penalty: 4392.550293
	Iteration 61Q: 3 clusters Score -1292766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1292772.000000 Penalty: 4392.550293
	Iteration 62Q: 3 clusters Score -1292772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1292778.000000 Penalty: 4392.550293
	Iteration 63Q: 3 clusters Score -1292778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1292782.250000 Penalty: 4392.550293
	Iteration 64Q: 3 clusters Score -1292782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1292785.000000 Penalty: 4392.550293
	Iteration 65Q: 3 clusters Score -1292785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1292787.625000 Penalty: 4392.550293
	Iteration 66Q: 3 clusters Score -1292788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1292788.250000 Penalty: 4392.550293
	Iteration 67Q: 3 clusters Score -1292788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1292794.000000 Penalty: 4392.550293
	Iteration 68Q: 3 clusters Score -1292794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1292793.875000 Penalty: 4392.550293
	Iteration 69Q: 3 clusters Score -1292794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1292792.000000 Penalty: 4392.550293
	Iteration 70Q: 3 clusters Score -1292792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1292794.625000 Penalty: 4392.550293
	Iteration 71Q: 3 clusters Score -1292795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1292795.375000 Penalty: 4392.550293
	Iteration 72Q: 3 clusters Score -1292795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1292795.375000 Penalty: 4392.550293
	Iteration 73F: 3 clusters Score -1292795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Entering Unmasked Estep 
Score: -9026488.000000 Penalty: 2675.295654
	Iteration 0F: 2 clusters Score -9026488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -8995246.000000 Penalty: 5350.591309
	Iteration 0F: 3 clusters Score -8995246 nChanged 22169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -9007332.000000 Penalty: 5350.591309
	Iteration 1F: 3 clusters Score -9007332 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -9007839.000000 Penalty: 5350.591309
	Iteration 2Q: 3 clusters Score -9007839 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -9008329.000000 Penalty: 5350.591309
	Iteration 3Q: 3 clusters Score -9008329 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -9008794.000000 Penalty: 5350.591309
	Iteration 4Q: 3 clusters Score -9008794 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -9009270.000000 Penalty: 5350.591309
	Iteration 5Q: 3 clusters Score -9009270 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -9009939.000000 Penalty: 5350.591309
	Iteration 6Q: 3 clusters Score -9009939 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -9010924.000000 Penalty: 5350.591309
	Iteration 7Q: 3 clusters Score -9010924 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -9012356.000000 Penalty: 5350.591309
	Iteration 8Q: 3 clusters Score -9012356 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -9014375.000000 Penalty: 5350.591309
	Iteration 9F: 3 clusters Score -9014375 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -9016692.000000 Penalty: 5350.591309
	Iteration 10F: 3 clusters Score -9016692 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -9018882.000000 Penalty: 5350.591309
	Iteration 11F: 3 clusters Score -9018882 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -9020332.000000 Penalty: 5350.591309
	Iteration 12Q: 3 clusters Score -9020332 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -9021120.000000 Penalty: 5350.591309
	Iteration 13Q: 3 clusters Score -9021120 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -9021665.000000 Penalty: 5350.591309
	Iteration 14Q: 3 clusters Score -9021665 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -9022059.000000 Penalty: 5350.591309
	Iteration 15Q: 3 clusters Score -9022059 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -9022367.000000 Penalty: 5350.591309
	Iteration 16Q: 3 clusters Score -9022367 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -9022680.000000 Penalty: 5350.591309
	Iteration 17Q: 3 clusters Score -9022680 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -9022973.000000 Penalty: 5350.591309
	Iteration 18Q: 3 clusters Score -9022973 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -9023149.000000 Penalty: 5350.591309
	Iteration 19Q: 3 clusters Score -9023149 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -9023321.000000 Penalty: 5350.591309
	Iteration 20F: 3 clusters Score -9023321 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -9023443.000000 Penalty: 5350.591309
	Iteration 21Q: 3 clusters Score -9023443 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -9023565.000000 Penalty: 5350.591309
	Iteration 22Q: 3 clusters Score -9023565 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -9023670.000000 Penalty: 5350.591309
	Iteration 23Q: 3 clusters Score -9023670 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -9023751.000000 Penalty: 5350.591309
	Iteration 24Q: 3 clusters Score -9023751 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -9023807.000000 Penalty: 5350.591309
	Iteration 25Q: 3 clusters Score -9023807 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
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Mstep: Class 2 contains 10832 members 
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	Iteration 118Q: 3 clusters Score -9024730 nChanged 0
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	Iteration 119F: 3 clusters Score -9024730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Entering Unmasked Estep 
Score: -865638.500000 Penalty: 2095.967285
	Iteration 0F: 2 clusters Score -865638.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -861302.562500 Penalty: 4191.934570
	Iteration 0F: 3 clusters Score -861302.6 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -862266.250000 Penalty: 4191.934570
	Iteration 1F: 3 clusters Score -862266.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -862438.625000 Penalty: 4191.934570
	Iteration 2F: 3 clusters Score -862438.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -862545.187500 Penalty: 4191.934570
	Iteration 3Q: 3 clusters Score -862545.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -862611.375000 Penalty: 4191.934570
	Iteration 4Q: 3 clusters Score -862611.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -862658.687500 Penalty: 4191.934570
	Iteration 5Q: 3 clusters Score -862658.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -862693.187500 Penalty: 4191.934570
	Iteration 6Q: 3 clusters Score -862693.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -862733.375000 Penalty: 4191.934570
	Iteration 7Q: 3 clusters Score -862733.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -862769.437500 Penalty: 4191.934570
	Iteration 8Q: 3 clusters Score -862769.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -862808.562500 Penalty: 4191.934570
	Iteration 9Q: 3 clusters Score -862808.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -862844.062500 Penalty: 4191.934570
	Iteration 10Q: 3 clusters Score -862844.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -862872.625000 Penalty: 4191.934570
	Iteration 11Q: 3 clusters Score -862872.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -862909.937500 Penalty: 4191.934570
	Iteration 12Q: 3 clusters Score -862909.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -862970.500000 Penalty: 4191.934570
	Iteration 13Q: 3 clusters Score -862970.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -863061.312500 Penalty: 4191.934570
	Iteration 14Q: 3 clusters Score -863061.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -863175.375000 Penalty: 4191.934570
	Iteration 15Q: 3 clusters Score -863175.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -863291.250000 Penalty: 4191.934570
	Iteration 16Q: 3 clusters Score -863291.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -863398.000000 Penalty: 4191.934570
	Iteration 17Q: 3 clusters Score -863398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -863487.375000 Penalty: 4191.934570
	Iteration 18Q: 3 clusters Score -863487.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -863583.187500 Penalty: 4191.934570
	Iteration 19Q: 3 clusters Score -863583.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -863673.312500 Penalty: 4191.934570
	Iteration 20F: 3 clusters Score -863673.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -863770.500000 Penalty: 4191.934570
	Iteration 21Q: 3 clusters Score -863770.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -863848.250000 Penalty: 4191.934570
	Iteration 22Q: 3 clusters Score -863848.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -863924.312500 Penalty: 4191.934570
	Iteration 23Q: 3 clusters Score -863924.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -863975.812500 Penalty: 4191.934570
	Iteration 24Q: 3 clusters Score -863975.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -864018.937500 Penalty: 4191.934570
	Iteration 25Q: 3 clusters Score -864018.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -864048.375000 Penalty: 4191.934570
	Iteration 26Q: 3 clusters Score -864048.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -864068.000000 Penalty: 4191.934570
	Iteration 27Q: 3 clusters Score -864068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -864091.500000 Penalty: 4191.934570
	Iteration 28Q: 3 clusters Score -864091.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -864115.125000 Penalty: 4191.934570
	Iteration 29Q: 3 clusters Score -864115.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -864125.500000 Penalty: 4191.934570
	Iteration 30Q: 3 clusters Score -864125.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -864135.750000 Penalty: 4191.934570
	Iteration 31Q: 3 clusters Score -864135.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -864144.750000 Penalty: 4191.934570
	Iteration 32Q: 3 clusters Score -864144.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -864157.500000 Penalty: 4191.934570
	Iteration 33Q: 3 clusters Score -864157.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -864166.500000 Penalty: 4191.934570
	Iteration 34Q: 3 clusters Score -864166.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -864169.812500 Penalty: 4191.934570
	Iteration 35Q: 3 clusters Score -864169.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -864172.812500 Penalty: 4191.934570
	Iteration 36Q: 3 clusters Score -864172.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -864178.562500 Penalty: 4191.934570
	Iteration 37Q: 3 clusters Score -864178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -864177.875000 Penalty: 4191.934570
	Iteration 38Q: 3 clusters Score -864177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -864181.625000 Penalty: 4191.934570
	Iteration 39Q: 3 clusters Score -864181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -864182.312500 Penalty: 4191.934570
	Iteration 40F: 3 clusters Score -864182.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -864184.000000 Penalty: 4191.934570
	Iteration 41Q: 3 clusters Score -864184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -864185.562500 Penalty: 4191.934570
	Iteration 42Q: 3 clusters Score -864185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -864188.062500 Penalty: 4191.934570
	Iteration 43Q: 3 clusters Score -864188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -864191.562500 Penalty: 4191.934570
	Iteration 44Q: 3 clusters Score -864191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -864194.187500 Penalty: 4191.934570
	Iteration 45Q: 3 clusters Score -864194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -864198.250000 Penalty: 4191.934570
	Iteration 46Q: 3 clusters Score -864198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -864199.812500 Penalty: 4191.934570
	Iteration 47Q: 3 clusters Score -864199.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -864202.437500 Penalty: 4191.934570
	Iteration 48Q: 3 clusters Score -864202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -864203.937500 Penalty: 4191.934570
	Iteration 49Q: 3 clusters Score -864203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -864203.875000 Penalty: 4191.934570
	Iteration 50Q: 3 clusters Score -864203.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -864203.875000 Penalty: 4191.934570
	Iteration 51F: 3 clusters Score -864203.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Entering Unmasked Estep 
Score: -9468153.000000 Penalty: 2686.601318
	Iteration 0F: 2 clusters Score -9468153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -9436149.000000 Penalty: 5373.202637
	Iteration 0F: 3 clusters Score -9436149 nChanged 23596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -9449094.000000 Penalty: 5373.202637
	Iteration 1F: 3 clusters Score -9449094 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -9449576.000000 Penalty: 5373.202637
	Iteration 2Q: 3 clusters Score -9449576 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -9450182.000000 Penalty: 5373.202637
	Iteration 3Q: 3 clusters Score -9450182 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -9450896.000000 Penalty: 5373.202637
	Iteration 4Q: 3 clusters Score -9450896 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -9451921.000000 Penalty: 5373.202637
	Iteration 5Q: 3 clusters Score -9451921 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -9453729.000000 Penalty: 5373.202637
	Iteration 6F: 3 clusters Score -9453729 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -9456271.000000 Penalty: 5373.202637
	Iteration 7F: 3 clusters Score -9456271 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -9459158.000000 Penalty: 5373.202637
	Iteration 8F: 3 clusters Score -9459158 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -9462414.000000 Penalty: 5373.202637
	Iteration 9F: 3 clusters Score -9462414 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -9464474.000000 Penalty: 5373.202637
	Iteration 10Q: 3 clusters Score -9464474 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -9465252.000000 Penalty: 5373.202637
	Iteration 11Q: 3 clusters Score -9465252 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -9465593.000000 Penalty: 5373.202637
	Iteration 12Q: 3 clusters Score -9465593 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -9465794.000000 Penalty: 5373.202637
	Iteration 13Q: 3 clusters Score -9465794 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -9465871.000000 Penalty: 5373.202637
	Iteration 14Q: 3 clusters Score -9465871 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -9465929.000000 Penalty: 5373.202637
	Iteration 15Q: 3 clusters Score -9465929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -9465963.000000 Penalty: 5373.202637
	Iteration 16Q: 3 clusters Score -9465963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -9465992.000000 Penalty: 5373.202637
	Iteration 17Q: 3 clusters Score -9465992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -9466028.000000 Penalty: 5373.202637
	Iteration 18Q: 3 clusters Score -9466028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -9466038.000000 Penalty: 5373.202637
	Iteration 19Q: 3 clusters Score -9466038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -9466047.000000 Penalty: 5373.202637
	Iteration 20F: 3 clusters Score -9466047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -9466061.000000 Penalty: 5373.202637
	Iteration 21Q: 3 clusters Score -9466061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -9466065.000000 Penalty: 5373.202637
	Iteration 22Q: 3 clusters Score -9466065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -9466066.000000 Penalty: 5373.202637
	Iteration 23Q: 3 clusters Score -9466066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -9466077.000000 Penalty: 5373.202637
	Iteration 24Q: 3 clusters Score -9466077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -9466077.000000 Penalty: 5373.202637
	Iteration 25Q: 3 clusters Score -9466077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -9466076.000000 Penalty: 5373.202637
	Iteration 26Q: 3 clusters Score -9466076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -9466076.000000 Penalty: 5373.202637
	Iteration 27F: 3 clusters Score -9466076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Entering Unmasked Estep 
Score: -7526874.000000 Penalty: 2631.235840
	Iteration 0F: 2 clusters Score -7526874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -7499651.500000 Penalty: 5262.471680
	Iteration 0F: 3 clusters Score -7499652 nChanged 18431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -7509595.000000 Penalty: 5262.471680
	Iteration 1F: 3 clusters Score -7509595 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -7510087.000000 Penalty: 5262.471680
	Iteration 2Q: 3 clusters Score -7510087 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -7510564.000000 Penalty: 5262.471680
	Iteration 3Q: 3 clusters Score -7510564 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -7511204.000000 Penalty: 5262.471680
	Iteration 4Q: 3 clusters Score -7511204 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -7512101.500000 Penalty: 5262.471680
	Iteration 5Q: 3 clusters Score -7512102 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -7513474.000000 Penalty: 5262.471680
	Iteration 6F: 3 clusters Score -7513474 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -7515426.000000 Penalty: 5262.471680
	Iteration 7F: 3 clusters Score -7515426 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -7517757.000000 Penalty: 5262.471680
	Iteration 8F: 3 clusters Score -7517757 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -7520213.000000 Penalty: 5262.471680
	Iteration 9F: 3 clusters Score -7520213 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -7522208.500000 Penalty: 5262.471680
	Iteration 10F: 3 clusters Score -7522208 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7523392.500000 Penalty: 5262.471680
	Iteration 11Q: 3 clusters Score -7523392 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7524036.000000 Penalty: 5262.471680
	Iteration 12Q: 3 clusters Score -7524036 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7524275.500000 Penalty: 5262.471680
	Iteration 13Q: 3 clusters Score -7524276 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7524397.500000 Penalty: 5262.471680
	Iteration 14Q: 3 clusters Score -7524398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7524455.500000 Penalty: 5262.471680
	Iteration 15Q: 3 clusters Score -7524456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7524500.500000 Penalty: 5262.471680
	Iteration 16Q: 3 clusters Score -7524500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7524519.000000 Penalty: 5262.471680
	Iteration 17Q: 3 clusters Score -7524519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7524540.000000 Penalty: 5262.471680
	Iteration 18Q: 3 clusters Score -7524540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7524552.500000 Penalty: 5262.471680
	Iteration 19Q: 3 clusters Score -7524552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7524562.000000 Penalty: 5262.471680
	Iteration 20F: 3 clusters Score -7524562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7524578.500000 Penalty: 5262.471680
	Iteration 21Q: 3 clusters Score -7524578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7524603.000000 Penalty: 5262.471680
	Iteration 22Q: 3 clusters Score -7524603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7524617.500000 Penalty: 5262.471680
	Iteration 23Q: 3 clusters Score -7524618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7524607.000000 Penalty: 5262.471680
	Iteration 24Q: 3 clusters Score -7524607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7524616.000000 Penalty: 5262.471680
	Iteration 25Q: 3 clusters Score -7524616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7524626.000000 Penalty: 5262.471680
	Iteration 26Q: 3 clusters Score -7524626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7524626.500000 Penalty: 5262.471680
	Iteration 27Q: 3 clusters Score -7524626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7524625.500000 Penalty: 5262.471680
	Iteration 28Q: 3 clusters Score -7524626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7524633.500000 Penalty: 5262.471680
	Iteration 29Q: 3 clusters Score -7524634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7524636.500000 Penalty: 5262.471680
	Iteration 30Q: 3 clusters Score -7524636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7524642.000000 Penalty: 5262.471680
	Iteration 31Q: 3 clusters Score -7524642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7524648.500000 Penalty: 5262.471680
	Iteration 32Q: 3 clusters Score -7524648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7524652.500000 Penalty: 5262.471680
	Iteration 33Q: 3 clusters Score -7524652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7524652.500000 Penalty: 5262.471680
	Iteration 34F: 3 clusters Score -7524652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -90983.914062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -90983.91 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 357 members 
Entering Unmasked Estep 
Score: -89396.171875 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -89396.17 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -89890.195312 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -89890.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90124.398438 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -90124.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90219.164062 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -90219.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90244.335938 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -90244.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90254.546875 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -90254.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90262.187500 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -90262.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90263.726562 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -90263.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90273.453125 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -90273.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90302.671875 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -90302.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90330.960938 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -90330.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90341.507812 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -90341.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90373.109375 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -90373.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90399.546875 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -90399.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90424.531250 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -90424.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90450.460938 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -90450.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90472.625000 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -90472.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -90484.156250 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -90484.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90512.703125 Penalty: 3250.750977
	Iteration 18Q: 3 clusters Score -90512.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90542.531250 Penalty: 3250.750977
	Iteration 19Q: 3 clusters Score -90542.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90578.101562 Penalty: 3250.750977
	Iteration 20F: 3 clusters Score -90578.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90624.742188 Penalty: 3250.750977
	Iteration 21Q: 3 clusters Score -90624.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90662.007812 Penalty: 3250.750977
	Iteration 22Q: 3 clusters Score -90662.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90689.289062 Penalty: 3250.750977
	Iteration 23Q: 3 clusters Score -90689.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90720.718750 Penalty: 3250.750977
	Iteration 24Q: 3 clusters Score -90720.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90748.554688 Penalty: 3250.750977
	Iteration 25Q: 3 clusters Score -90748.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90773.976562 Penalty: 3250.750977
	Iteration 26Q: 3 clusters Score -90773.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90781.382812 Penalty: 3250.750977
	Iteration 27Q: 3 clusters Score -90781.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90792.328125 Penalty: 3250.750977
	Iteration 28Q: 3 clusters Score -90792.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90796.468750 Penalty: 3250.750977
	Iteration 29Q: 3 clusters Score -90796.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90796.468750 Penalty: 3250.750977
	Iteration 30F: 3 clusters Score -90796.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Entering Unmasked Estep 
Score: -10407024.000000 Penalty: 2710.709961
	Iteration 0F: 2 clusters Score -1.040702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -10373728.000000 Penalty: 5421.419922
	Iteration 0F: 3 clusters Score -1.037373e+07 nChanged 26003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -10388236.000000 Penalty: 5421.419922
	Iteration 1F: 3 clusters Score -1.038824e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -10388792.000000 Penalty: 5421.419922
	Iteration 2Q: 3 clusters Score -1.038879e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -10389395.000000 Penalty: 5421.419922
	Iteration 3Q: 3 clusters Score -1.03894e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -10390053.000000 Penalty: 5421.419922
	Iteration 4Q: 3 clusters Score -1.039005e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -10390810.000000 Penalty: 5421.419922
	Iteration 5Q: 3 clusters Score -1.039081e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -10391731.000000 Penalty: 5421.419922
	Iteration 6Q: 3 clusters Score -1.039173e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -10393150.000000 Penalty: 5421.419922
	Iteration 7Q: 3 clusters Score -1.039315e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -10395103.000000 Penalty: 5421.419922
	Iteration 8F: 3 clusters Score -1.03951e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -10397431.000000 Penalty: 5421.419922
	Iteration 9F: 3 clusters Score -1.039743e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -10399776.000000 Penalty: 5421.419922
	Iteration 10F: 3 clusters Score -1.039978e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -10401647.000000 Penalty: 5421.419922
	Iteration 11Q: 3 clusters Score -1.040165e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -10403094.000000 Penalty: 5421.419922
	Iteration 12Q: 3 clusters Score -1.040309e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -10404068.000000 Penalty: 5421.419922
	Iteration 13Q: 3 clusters Score -1.040407e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -10404692.000000 Penalty: 5421.419922
	Iteration 14Q: 3 clusters Score -1.040469e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -10405108.000000 Penalty: 5421.419922
	Iteration 15Q: 3 clusters Score -1.040511e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -10405418.000000 Penalty: 5421.419922
	Iteration 16Q: 3 clusters Score -1.040542e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -10405597.000000 Penalty: 5421.419922
	Iteration 17Q: 3 clusters Score -1.04056e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -10405678.000000 Penalty: 5421.419922
	Iteration 18Q: 3 clusters Score -1.040568e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -10405789.000000 Penalty: 5421.419922
	Iteration 19Q: 3 clusters Score -1.040579e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -10405792.000000 Penalty: 5421.419922
	Iteration 20F: 3 clusters Score -1.040579e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -10405886.000000 Penalty: 5421.419922
	Iteration 21Q: 3 clusters Score -1.040589e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -10405889.000000 Penalty: 5421.419922
	Iteration 22Q: 3 clusters Score -1.040589e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -10405863.000000 Penalty: 5421.419922
	Iteration 23Q: 3 clusters Score -1.040586e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -10405865.000000 Penalty: 5421.419922
	Iteration 24Q: 3 clusters Score -1.040586e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -10405811.000000 Penalty: 5421.419922
	Iteration 25Q: 3 clusters Score -1.040581e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -10405751.000000 Penalty: 5421.419922
	Iteration 26Q: 3 clusters Score -1.040575e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -10405710.000000 Penalty: 5421.419922
	Iteration 27Q: 3 clusters Score -1.040571e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -10405667.000000 Penalty: 5421.419922
	Iteration 28Q: 3 clusters Score -1.040567e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -10405627.000000 Penalty: 5421.419922
	Iteration 29Q: 3 clusters Score -1.040563e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -10405584.000000 Penalty: 5421.419922
	Iteration 30Q: 3 clusters Score -1.040558e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -10405555.000000 Penalty: 5421.419922
	Iteration 31Q: 3 clusters Score -1.040556e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -10405537.000000 Penalty: 5421.419922
	Iteration 32Q: 3 clusters Score -1.040554e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -10405511.000000 Penalty: 5421.419922
	Iteration 33Q: 3 clusters Score -1.040551e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -10405499.000000 Penalty: 5421.419922
	Iteration 34Q: 3 clusters Score -1.04055e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -10405458.000000 Penalty: 5421.419922
	Iteration 35Q: 3 clusters Score -1.040546e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -10405440.000000 Penalty: 5421.419922
	Iteration 36Q: 3 clusters Score -1.040544e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -10405434.000000 Penalty: 5421.419922
	Iteration 37Q: 3 clusters Score -1.040543e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -10405408.000000 Penalty: 5421.419922
	Iteration 38Q: 3 clusters Score -1.040541e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -10405395.000000 Penalty: 5421.419922
	Iteration 39Q: 3 clusters Score -1.04054e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -10405371.000000 Penalty: 5421.419922
	Iteration 40F: 3 clusters Score -1.040537e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -10405381.000000 Penalty: 5421.419922
	Iteration 41Q: 3 clusters Score -1.040538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -10405376.000000 Penalty: 5421.419922
	Iteration 42Q: 3 clusters Score -1.040538e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -10405342.000000 Penalty: 5421.419922
	Iteration 43Q: 3 clusters Score -1.040534e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -10405337.000000 Penalty: 5421.419922
	Iteration 44Q: 3 clusters Score -1.040534e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -10405335.000000 Penalty: 5421.419922
	Iteration 45Q: 3 clusters Score -1.040534e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -10405340.000000 Penalty: 5421.419922
	Iteration 46Q: 3 clusters Score -1.040534e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -10405327.000000 Penalty: 5421.419922
	Iteration 47Q: 3 clusters Score -1.040533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -10405310.000000 Penalty: 5421.419922
	Iteration 48Q: 3 clusters Score -1.040531e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -10405316.000000 Penalty: 5421.419922
	Iteration 49Q: 3 clusters Score -1.040532e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -10405330.000000 Penalty: 5421.419922
	Iteration 50Q: 3 clusters Score -1.040533e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -10405319.000000 Penalty: 5421.419922
	Iteration 51Q: 3 clusters Score -1.040532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -10405328.000000 Penalty: 5421.419922
	Iteration 52Q: 3 clusters Score -1.040533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -10405299.000000 Penalty: 5421.419922
	Iteration 53Q: 3 clusters Score -1.04053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -10405292.000000 Penalty: 5421.419922
	Iteration 54Q: 3 clusters Score -1.040529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -10405297.000000 Penalty: 5421.419922
	Iteration 55Q: 3 clusters Score -1.04053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -10405283.000000 Penalty: 5421.419922
	Iteration 56Q: 3 clusters Score -1.040528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -10405266.000000 Penalty: 5421.419922
	Iteration 57Q: 3 clusters Score -1.040527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -10405257.000000 Penalty: 5421.419922
	Iteration 58Q: 3 clusters Score -1.040526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -10405258.000000 Penalty: 5421.419922
	Iteration 59Q: 3 clusters Score -1.040526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -10405259.000000 Penalty: 5421.419922
	Iteration 60F: 3 clusters Score -1.040526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -10405265.000000 Penalty: 5421.419922
	Iteration 61Q: 3 clusters Score -1.040526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -10405265.000000 Penalty: 5421.419922
	Iteration 62Q: 3 clusters Score -1.040526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -10405266.000000 Penalty: 5421.419922
	Iteration 63Q: 3 clusters Score -1.040527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -10405274.000000 Penalty: 5421.419922
	Iteration 64Q: 3 clusters Score -1.040527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -10405263.000000 Penalty: 5421.419922
	Iteration 65Q: 3 clusters Score -1.040526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -10405264.000000 Penalty: 5421.419922
	Iteration 66Q: 3 clusters Score -1.040526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -10405256.000000 Penalty: 5421.419922
	Iteration 67Q: 3 clusters Score -1.040526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -10405263.000000 Penalty: 5421.419922
	Iteration 68Q: 3 clusters Score -1.040526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -10405258.000000 Penalty: 5421.419922
	Iteration 69Q: 3 clusters Score -1.040526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -10405258.000000 Penalty: 5421.419922
	Iteration 70F: 3 clusters Score -1.040526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -130658.203125 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -130658.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -128870.781250 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -128870.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -129402.960938 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -129403 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -129713.234375 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -129713.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -130092.031250 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -130092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -130506.179688 Penalty: 3361.712646
	Iteration 4F: 3 clusters Score -130506.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -131030.140625 Penalty: 3361.712646
	Iteration 5F: 3 clusters Score -131030.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -131308.265625 Penalty: 3361.712646
	Iteration 6F: 3 clusters Score -131308.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -131427.484375 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -131427.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -131501.343750 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -131501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -131521.734375 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -131521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -131532.640625 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -131532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -131545.453125 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -131545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -131546.546875 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -131546.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -131553.546875 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -131553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -131553.546875 Penalty: 3361.712646
	Iteration 14F: 3 clusters Score -131553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28411 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42604 members 
Mstep: Class 5 contains 41121 members 
Mstep: Class 6 contains 32329 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 48411 members 
Mstep: Class 9 contains 4682 members 
Mstep: Class 10 contains 50669 members 
Mstep: Class 11 contains 40531 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55842 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9923 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 23475 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54482 members 
Mstep: Class 23 contains 50062 members 
Mstep: Class 24 contains 52727 members 
Mstep: Class 25 contains 52354 members 
Entering Unmasked Estep 
Score: -110200720.000000 Penalty: 82516.046875
Splitting cluster 14 changes total score from -110201480.000000 to -110200720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -205964.671875 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -205964.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -203858.625000 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -203858.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -204268.109375 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -204268.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -204404.937500 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -204404.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -204505.328125 Penalty: 3542.057373
	Iteration 3Q: 3 clusters Score -204505.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -204583.640625 Penalty: 3542.057373
	Iteration 4Q: 3 clusters Score -204583.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -204660.750000 Penalty: 3542.057373
	Iteration 5Q: 3 clusters Score -204660.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -204724.578125 Penalty: 3542.057373
	Iteration 6Q: 3 clusters Score -204724.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -204786.140625 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -204786.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -204812.890625 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -204812.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -204827.234375 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -204827.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -204831.609375 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -204831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -204834.109375 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -204834.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -204840.984375 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -204841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -204842.296875 Penalty: 3542.057373
	Iteration 13Q: 3 clusters Score -204842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -204844.140625 Penalty: 3542.057373
	Iteration 14Q: 3 clusters Score -204844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -204844.343750 Penalty: 3542.057373
	Iteration 15Q: 3 clusters Score -204844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -204845.296875 Penalty: 3542.057373
	Iteration 16Q: 3 clusters Score -204845.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -204846.390625 Penalty: 3542.057373
	Iteration 17Q: 3 clusters Score -204846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -204849.531250 Penalty: 3542.057373
	Iteration 18Q: 3 clusters Score -204849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -204851.750000 Penalty: 3542.057373
	Iteration 19Q: 3 clusters Score -204851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -204853.250000 Penalty: 3542.057373
	Iteration 20F: 3 clusters Score -204853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -204854.921875 Penalty: 3542.057373
	Iteration 21Q: 3 clusters Score -204854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -204854.921875 Penalty: 3542.057373
	Iteration 22F: 3 clusters Score -204854.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Entering Unmasked Estep 
Score: -1850126.125000 Penalty: 2282.247559
	Iteration 0F: 2 clusters Score -1850126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1842468.375000 Penalty: 4564.495117
	Iteration 0F: 3 clusters Score -1842468 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1844585.125000 Penalty: 4564.495117
	Iteration 1F: 3 clusters Score -1844585 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1844858.500000 Penalty: 4564.495117
	Iteration 2F: 3 clusters Score -1844858 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1845055.000000 Penalty: 4564.495117
	Iteration 3F: 3 clusters Score -1845055 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1845200.500000 Penalty: 4564.495117
	Iteration 4Q: 3 clusters Score -1845200 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1845321.000000 Penalty: 4564.495117
	Iteration 5Q: 3 clusters Score -1845321 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1845420.125000 Penalty: 4564.495117
	Iteration 6Q: 3 clusters Score -1845420 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1845501.625000 Penalty: 4564.495117
	Iteration 7Q: 3 clusters Score -1845502 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1845590.375000 Penalty: 4564.495117
	Iteration 8Q: 3 clusters Score -1845590 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1845684.750000 Penalty: 4564.495117
	Iteration 9Q: 3 clusters Score -1845685 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1845790.000000 Penalty: 4564.495117
	Iteration 10Q: 3 clusters Score -1845790 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1845927.250000 Penalty: 4564.495117
	Iteration 11Q: 3 clusters Score -1845927 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1846078.000000 Penalty: 4564.495117
	Iteration 12Q: 3 clusters Score -1846078 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1846260.250000 Penalty: 4564.495117
	Iteration 13Q: 3 clusters Score -1846260 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1846503.375000 Penalty: 4564.495117
	Iteration 14Q: 3 clusters Score -1846503 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1846760.875000 Penalty: 4564.495117
	Iteration 15Q: 3 clusters Score -1846761 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1847017.875000 Penalty: 4564.495117
	Iteration 16Q: 3 clusters Score -1847018 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1847303.000000 Penalty: 4564.495117
	Iteration 17Q: 3 clusters Score -1847303 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1847527.250000 Penalty: 4564.495117
	Iteration 18Q: 3 clusters Score -1847527 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1847685.250000 Penalty: 4564.495117
	Iteration 19Q: 3 clusters Score -1847685 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1847808.375000 Penalty: 4564.495117
	Iteration 20F: 3 clusters Score -1847808 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1847902.500000 Penalty: 4564.495117
	Iteration 21Q: 3 clusters Score -1847902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1847969.750000 Penalty: 4564.495117
	Iteration 22Q: 3 clusters Score -1847970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1848026.750000 Penalty: 4564.495117
	Iteration 23Q: 3 clusters Score -1848027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1848047.875000 Penalty: 4564.495117
	Iteration 24Q: 3 clusters Score -1848048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1848061.250000 Penalty: 4564.495117
	Iteration 25Q: 3 clusters Score -1848061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1848074.875000 Penalty: 4564.495117
	Iteration 26Q: 3 clusters Score -1848075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1848076.250000 Penalty: 4564.495117
	Iteration 27Q: 3 clusters Score -1848076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1848080.875000 Penalty: 4564.495117
	Iteration 28Q: 3 clusters Score -1848081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1848086.125000 Penalty: 4564.495117
	Iteration 29Q: 3 clusters Score -1848086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1848092.125000 Penalty: 4564.495117
	Iteration 30Q: 3 clusters Score -1848092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1848097.625000 Penalty: 4564.495117
	Iteration 31Q: 3 clusters Score -1848098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1848101.250000 Penalty: 4564.495117
	Iteration 32Q: 3 clusters Score -1848101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1848107.750000 Penalty: 4564.495117
	Iteration 33Q: 3 clusters Score -1848108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1848115.125000 Penalty: 4564.495117
	Iteration 34Q: 3 clusters Score -1848115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1848123.750000 Penalty: 4564.495117
	Iteration 35Q: 3 clusters Score -1848124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1848126.375000 Penalty: 4564.495117
	Iteration 36Q: 3 clusters Score -1848126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1848129.500000 Penalty: 4564.495117
	Iteration 37Q: 3 clusters Score -1848130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1848134.125000 Penalty: 4564.495117
	Iteration 38Q: 3 clusters Score -1848134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1848136.125000 Penalty: 4564.495117
	Iteration 39Q: 3 clusters Score -1848136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1848142.125000 Penalty: 4564.495117
	Iteration 40F: 3 clusters Score -1848142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1848144.500000 Penalty: 4564.495117
	Iteration 41Q: 3 clusters Score -1848144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1848145.250000 Penalty: 4564.495117
	Iteration 42Q: 3 clusters Score -1848145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1848146.625000 Penalty: 4564.495117
	Iteration 43Q: 3 clusters Score -1848147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1848153.250000 Penalty: 4564.495117
	Iteration 44Q: 3 clusters Score -1848153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1848153.000000 Penalty: 4564.495117
	Iteration 45Q: 3 clusters Score -1848153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1848154.500000 Penalty: 4564.495117
	Iteration 46Q: 3 clusters Score -1848154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1848153.125000 Penalty: 4564.495117
	Iteration 47Q: 3 clusters Score -1848153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1848153.125000 Penalty: 4564.495117
	Iteration 48F: 3 clusters Score -1848153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -444369.062500 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -444369.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -441365.718750 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -441365.7 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -441991.125000 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -441991.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -442207.437500 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -442207.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -442370.375000 Penalty: 3890.743408
	Iteration 3F: 3 clusters Score -442370.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -442497.468750 Penalty: 3890.743408
	Iteration 4F: 3 clusters Score -442497.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -442575.062500 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -442575.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -442617.875000 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -442617.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -442660.343750 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -442660.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -442708.218750 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -442708.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -442744.343750 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -442744.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -442779.156250 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -442779.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -442814.968750 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -442815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -442848.093750 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -442848.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -442877.500000 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -442877.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -442903.218750 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -442903.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -442923.718750 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -442923.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -442936.343750 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -442936.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -442946.875000 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -442946.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -442957.718750 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -442957.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -442967.062500 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -442967.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -442977.562500 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -442977.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -442984.531250 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -442984.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -442990.281250 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -442990.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -442997.062500 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -442997.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -443005.562500 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -443005.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -443015.343750 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -443015.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -443023.156250 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -443023.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -443030.218750 Penalty: 3890.743408
	Iteration 27Q: 3 clusters Score -443030.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -443040.437500 Penalty: 3890.743408
	Iteration 28Q: 3 clusters Score -443040.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -443049.625000 Penalty: 3890.743408
	Iteration 29Q: 3 clusters Score -443049.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -443056.812500 Penalty: 3890.743408
	Iteration 30Q: 3 clusters Score -443056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -443065.125000 Penalty: 3890.743408
	Iteration 31Q: 3 clusters Score -443065.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -443078.437500 Penalty: 3890.743408
	Iteration 32Q: 3 clusters Score -443078.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -443092.250000 Penalty: 3890.743408
	Iteration 33Q: 3 clusters Score -443092.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -443102.812500 Penalty: 3890.743408
	Iteration 34Q: 3 clusters Score -443102.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -443111.750000 Penalty: 3890.743408
	Iteration 35Q: 3 clusters Score -443111.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -443117.031250 Penalty: 3890.743408
	Iteration 36Q: 3 clusters Score -443117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -443123.406250 Penalty: 3890.743408
	Iteration 37Q: 3 clusters Score -443123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -443128.500000 Penalty: 3890.743408
	Iteration 38Q: 3 clusters Score -443128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -443131.843750 Penalty: 3890.743408
	Iteration 39Q: 3 clusters Score -443131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -443134.843750 Penalty: 3890.743408
	Iteration 40F: 3 clusters Score -443134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -443137.593750 Penalty: 3890.743408
	Iteration 41Q: 3 clusters Score -443137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -443142.093750 Penalty: 3890.743408
	Iteration 42Q: 3 clusters Score -443142.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -443145.000000 Penalty: 3890.743408
	Iteration 43Q: 3 clusters Score -443145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -443149.062500 Penalty: 3890.743408
	Iteration 44Q: 3 clusters Score -443149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -443148.968750 Penalty: 3890.743408
	Iteration 45Q: 3 clusters Score -443149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -443150.250000 Penalty: 3890.743408
	Iteration 46Q: 3 clusters Score -443150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -443152.218750 Penalty: 3890.743408
	Iteration 47Q: 3 clusters Score -443152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -443154.093750 Penalty: 3890.743408
	Iteration 48Q: 3 clusters Score -443154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -443154.406250 Penalty: 3890.743408
	Iteration 49Q: 3 clusters Score -443154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -443156.781250 Penalty: 3890.743408
	Iteration 50Q: 3 clusters Score -443156.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -443160.718750 Penalty: 3890.743408
	Iteration 51Q: 3 clusters Score -443160.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -443164.937500 Penalty: 3890.743408
	Iteration 52Q: 3 clusters Score -443164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -443168.343750 Penalty: 3890.743408
	Iteration 53Q: 3 clusters Score -443168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -443171.218750 Penalty: 3890.743408
	Iteration 54Q: 3 clusters Score -443171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -443173.281250 Penalty: 3890.743408
	Iteration 55Q: 3 clusters Score -443173.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -443179.468750 Penalty: 3890.743408
	Iteration 56Q: 3 clusters Score -443179.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -443197.281250 Penalty: 3890.743408
	Iteration 57Q: 3 clusters Score -443197.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -443212.875000 Penalty: 3890.743408
	Iteration 58Q: 3 clusters Score -443212.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -443223.625000 Penalty: 3890.743408
	Iteration 59Q: 3 clusters Score -443223.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -443237.718750 Penalty: 3890.743408
	Iteration 60F: 3 clusters Score -443237.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -443251.187500 Penalty: 3890.743408
	Iteration 61Q: 3 clusters Score -443251.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -443266.000000 Penalty: 3890.743408
	Iteration 62Q: 3 clusters Score -443266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -443283.875000 Penalty: 3890.743408
	Iteration 63Q: 3 clusters Score -443283.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -443303.125000 Penalty: 3890.743408
	Iteration 64Q: 3 clusters Score -443303.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -443332.593750 Penalty: 3890.743408
	Iteration 65Q: 3 clusters Score -443332.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -443364.781250 Penalty: 3890.743408
	Iteration 66Q: 3 clusters Score -443364.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -443395.968750 Penalty: 3890.743408
	Iteration 67Q: 3 clusters Score -443396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -443414.250000 Penalty: 3890.743408
	Iteration 68Q: 3 clusters Score -443414.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -443436.031250 Penalty: 3890.743408
	Iteration 69Q: 3 clusters Score -443436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -443444.281250 Penalty: 3890.743408
	Iteration 70Q: 3 clusters Score -443444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -443450.906250 Penalty: 3890.743408
	Iteration 71Q: 3 clusters Score -443450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -443457.437500 Penalty: 3890.743408
	Iteration 72Q: 3 clusters Score -443457.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -443460.562500 Penalty: 3890.743408
	Iteration 73Q: 3 clusters Score -443460.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -443465.125000 Penalty: 3890.743408
	Iteration 74Q: 3 clusters Score -443465.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -443471.875000 Penalty: 3890.743408
	Iteration 75Q: 3 clusters Score -443471.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -443482.593750 Penalty: 3890.743408
	Iteration 76Q: 3 clusters Score -443482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -443501.218750 Penalty: 3890.743408
	Iteration 77Q: 3 clusters Score -443501.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -443516.187500 Penalty: 3890.743408
	Iteration 78Q: 3 clusters Score -443516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -443530.593750 Penalty: 3890.743408
	Iteration 79Q: 3 clusters Score -443530.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -443541.968750 Penalty: 3890.743408
	Iteration 80F: 3 clusters Score -443542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -443549.750000 Penalty: 3890.743408
	Iteration 81Q: 3 clusters Score -443549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -443552.625000 Penalty: 3890.743408
	Iteration 82Q: 3 clusters Score -443552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -443554.375000 Penalty: 3890.743408
	Iteration 83Q: 3 clusters Score -443554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -443554.906250 Penalty: 3890.743408
	Iteration 84Q: 3 clusters Score -443554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -443554.906250 Penalty: 3890.743408
	Iteration 85F: 3 clusters Score -443554.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Entering Unmasked Estep 
Score: -4325322.500000 Penalty: 2495.795410
	Iteration 0F: 2 clusters Score -4325322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4308976.500000 Penalty: 4991.590820
	Iteration 0F: 3 clusters Score -4308976 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4314607.500000 Penalty: 4991.590820
	Iteration 1F: 3 clusters Score -4314608 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4314950.500000 Penalty: 4991.590820
	Iteration 2Q: 3 clusters Score -4314950 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4315175.000000 Penalty: 4991.590820
	Iteration 3Q: 3 clusters Score -4315175 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4315354.000000 Penalty: 4991.590820
	Iteration 4Q: 3 clusters Score -4315354 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4315539.500000 Penalty: 4991.590820
	Iteration 5Q: 3 clusters Score -4315540 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4315739.500000 Penalty: 4991.590820
	Iteration 6Q: 3 clusters Score -4315740 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -4315969.500000 Penalty: 4991.590820
	Iteration 7Q: 3 clusters Score -4315970 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -4316265.000000 Penalty: 4991.590820
	Iteration 8Q: 3 clusters Score -4316265 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -4316645.000000 Penalty: 4991.590820
	Iteration 9Q: 3 clusters Score -4316645 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -4317192.000000 Penalty: 4991.590820
	Iteration 10Q: 3 clusters Score -4317192 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -4317972.000000 Penalty: 4991.590820
	Iteration 11F: 3 clusters Score -4317972 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -4319031.500000 Penalty: 4991.590820
	Iteration 12F: 3 clusters Score -4319032 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4320174.500000 Penalty: 4991.590820
	Iteration 13F: 3 clusters Score -4320174 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4321262.500000 Penalty: 4991.590820
	Iteration 14Q: 3 clusters Score -4321262 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4322160.500000 Penalty: 4991.590820
	Iteration 15Q: 3 clusters Score -4322160 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4322700.500000 Penalty: 4991.590820
	Iteration 16Q: 3 clusters Score -4322700 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4322979.500000 Penalty: 4991.590820
	Iteration 17Q: 3 clusters Score -4322980 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4323123.500000 Penalty: 4991.590820
	Iteration 18Q: 3 clusters Score -4323124 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4323191.000000 Penalty: 4991.590820
	Iteration 19Q: 3 clusters Score -4323191 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4323249.500000 Penalty: 4991.590820
	Iteration 20F: 3 clusters Score -4323250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4323295.000000 Penalty: 4991.590820
	Iteration 21Q: 3 clusters Score -4323295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4323327.500000 Penalty: 4991.590820
	Iteration 22Q: 3 clusters Score -4323328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4323332.500000 Penalty: 4991.590820
	Iteration 23Q: 3 clusters Score -4323332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4323337.000000 Penalty: 4991.590820
	Iteration 24Q: 3 clusters Score -4323337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4323341.000000 Penalty: 4991.590820
	Iteration 25Q: 3 clusters Score -4323341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4323344.500000 Penalty: 4991.590820
	Iteration 26Q: 3 clusters Score -4323344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4323348.500000 Penalty: 4991.590820
	Iteration 27Q: 3 clusters Score -4323348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4323345.500000 Penalty: 4991.590820
	Iteration 28Q: 3 clusters Score -4323346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4323345.000000 Penalty: 4991.590820
	Iteration 29Q: 3 clusters Score -4323345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4323343.000000 Penalty: 4991.590820
	Iteration 30Q: 3 clusters Score -4323343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4323349.000000 Penalty: 4991.590820
	Iteration 31Q: 3 clusters Score -4323349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4323344.000000 Penalty: 4991.590820
	Iteration 32Q: 3 clusters Score -4323344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4323351.500000 Penalty: 4991.590820
	Iteration 33Q: 3 clusters Score -4323352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4323353.000000 Penalty: 4991.590820
	Iteration 34Q: 3 clusters Score -4323353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4323359.500000 Penalty: 4991.590820
	Iteration 35Q: 3 clusters Score -4323360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4323356.000000 Penalty: 4991.590820
	Iteration 36Q: 3 clusters Score -4323356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4323364.000000 Penalty: 4991.590820
	Iteration 37Q: 3 clusters Score -4323364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4323366.000000 Penalty: 4991.590820
	Iteration 38Q: 3 clusters Score -4323366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4323365.500000 Penalty: 4991.590820
	Iteration 39Q: 3 clusters Score -4323366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4323365.000000 Penalty: 4991.590820
	Iteration 40F: 3 clusters Score -4323365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4323367.500000 Penalty: 4991.590820
	Iteration 41Q: 3 clusters Score -4323368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4323367.500000 Penalty: 4991.590820
	Iteration 42F: 3 clusters Score -4323368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -77087.039062 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -77087.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75630.343750 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -75630.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75919.773438 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -75919.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76140.382812 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -76140.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76246.226562 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -76246.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76323.531250 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -76323.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76424.632812 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -76424.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76471.968750 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -76471.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76518.140625 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -76518.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76524.710938 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -76524.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76528.343750 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -76528.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76530.062500 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -76530.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76530.062500 Penalty: 3049.640381
	Iteration 11F: 3 clusters Score -76530.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -229402.281250 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -229402.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -227307.328125 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -227307.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -228066.984375 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -228067 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -228560.453125 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -228560.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -228859.468750 Penalty: 3563.575928
	Iteration 3F: 3 clusters Score -228859.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -229025.953125 Penalty: 3563.575928
	Iteration 4F: 3 clusters Score -229026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -229165.765625 Penalty: 3563.575928
	Iteration 5Q: 3 clusters Score -229165.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -229291.671875 Penalty: 3563.575928
	Iteration 6Q: 3 clusters Score -229291.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -229390.453125 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -229390.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -229458.968750 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -229459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -229491.812500 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -229491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -229513.296875 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -229513.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -229535.875000 Penalty: 3563.575928
	Iteration 11Q: 3 clusters Score -229535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -229547.500000 Penalty: 3563.575928
	Iteration 12Q: 3 clusters Score -229547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -229557.203125 Penalty: 3563.575928
	Iteration 13Q: 3 clusters Score -229557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -229559.671875 Penalty: 3563.575928
	Iteration 14Q: 3 clusters Score -229559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -229562.781250 Penalty: 3563.575928
	Iteration 15Q: 3 clusters Score -229562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -229566.890625 Penalty: 3563.575928
	Iteration 16Q: 3 clusters Score -229566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -229567.500000 Penalty: 3563.575928
	Iteration 17Q: 3 clusters Score -229567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -229567.500000 Penalty: 3563.575928
	Iteration 18F: 3 clusters Score -229567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28411 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42604 members 
Mstep: Class 5 contains 41121 members 
Mstep: Class 6 contains 32329 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 48411 members 
Mstep: Class 9 contains 4682 members 
Mstep: Class 10 contains 50669 members 
Mstep: Class 11 contains 40531 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55842 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 1067 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9923 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 23475 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 54482 members 
Mstep: Class 23 contains 50062 members 
Mstep: Class 24 contains 52727 members 
Mstep: Class 25 contains 52354 members 
Entering Unmasked Estep 
Score: -110200168.000000 Penalty: 82516.046875
Splitting cluster 21 changes total score from -110201480.000000 to -110200168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (54482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Entering Unmasked Estep 
Score: -10182436.000000 Penalty: 2704.594971
	Iteration 0F: 2 clusters Score -1.018244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -10149451.000000 Penalty: 5409.189941
	Iteration 0F: 3 clusters Score -1.014945e+07 nChanged 25272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -10163683.000000 Penalty: 5409.189941
	Iteration 1F: 3 clusters Score -1.016368e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -10164344.000000 Penalty: 5409.189941
	Iteration 2Q: 3 clusters Score -1.016434e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -10165139.000000 Penalty: 5409.189941
	Iteration 3Q: 3 clusters Score -1.016514e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -10166267.000000 Penalty: 5409.189941
	Iteration 4Q: 3 clusters Score -1.016627e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -10168017.000000 Penalty: 5409.189941
	Iteration 5F: 3 clusters Score -1.016802e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -10170410.000000 Penalty: 5409.189941
	Iteration 6F: 3 clusters Score -1.017041e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -10173647.000000 Penalty: 5409.189941
	Iteration 7F: 3 clusters Score -1.017365e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -10177014.000000 Penalty: 5409.189941
	Iteration 8F: 3 clusters Score -1.017701e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -10178735.000000 Penalty: 5409.189941
	Iteration 9F: 3 clusters Score -1.017874e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -10179545.000000 Penalty: 5409.189941
	Iteration 10Q: 3 clusters Score -1.017954e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10179876.000000 Penalty: 5409.189941
	Iteration 11Q: 3 clusters Score -1.017988e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10180003.000000 Penalty: 5409.189941
	Iteration 12Q: 3 clusters Score -1.018e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10180087.000000 Penalty: 5409.189941
	Iteration 13Q: 3 clusters Score -1.018009e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10180146.000000 Penalty: 5409.189941
	Iteration 14Q: 3 clusters Score -1.018015e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10180165.000000 Penalty: 5409.189941
	Iteration 15Q: 3 clusters Score -1.018016e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10180184.000000 Penalty: 5409.189941
	Iteration 16Q: 3 clusters Score -1.018018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10180196.000000 Penalty: 5409.189941
	Iteration 17Q: 3 clusters Score -1.01802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10180220.000000 Penalty: 5409.189941
	Iteration 18Q: 3 clusters Score -1.018022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10180228.000000 Penalty: 5409.189941
	Iteration 19Q: 3 clusters Score -1.018023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10180240.000000 Penalty: 5409.189941
	Iteration 20F: 3 clusters Score -1.018024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10180249.000000 Penalty: 5409.189941
	Iteration 21Q: 3 clusters Score -1.018025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10180252.000000 Penalty: 5409.189941
	Iteration 22Q: 3 clusters Score -1.018025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10180238.000000 Penalty: 5409.189941
	Iteration 23Q: 3 clusters Score -1.018024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10180243.000000 Penalty: 5409.189941
	Iteration 24Q: 3 clusters Score -1.018024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10180243.000000 Penalty: 5409.189941
	Iteration 25Q: 3 clusters Score -1.018024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10180257.000000 Penalty: 5409.189941
	Iteration 26Q: 3 clusters Score -1.018026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10180262.000000 Penalty: 5409.189941
	Iteration 27Q: 3 clusters Score -1.018026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10180251.000000 Penalty: 5409.189941
	Iteration 28Q: 3 clusters Score -1.018025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10180251.000000 Penalty: 5409.189941
	Iteration 29F: 3 clusters Score -1.018025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Entering Unmasked Estep 
Score: -9367137.000000 Penalty: 2683.612305
	Iteration 0F: 2 clusters Score -9367137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -9335361.000000 Penalty: 5367.224609
	Iteration 0F: 3 clusters Score -9335361 nChanged 23021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -9348367.000000 Penalty: 5367.224609
	Iteration 1F: 3 clusters Score -9348367 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -9348812.000000 Penalty: 5367.224609
	Iteration 2Q: 3 clusters Score -9348812 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -9349273.000000 Penalty: 5367.224609
	Iteration 3Q: 3 clusters Score -9349273 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -9349705.000000 Penalty: 5367.224609
	Iteration 4Q: 3 clusters Score -9349705 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -9350138.000000 Penalty: 5367.224609
	Iteration 5Q: 3 clusters Score -9350138 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -9350558.000000 Penalty: 5367.224609
	Iteration 6Q: 3 clusters Score -9350558 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -9351081.000000 Penalty: 5367.224609
	Iteration 7Q: 3 clusters Score -9351081 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -9351790.000000 Penalty: 5367.224609
	Iteration 8Q: 3 clusters Score -9351790 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -9352648.000000 Penalty: 5367.224609
	Iteration 9Q: 3 clusters Score -9352648 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -9353901.000000 Penalty: 5367.224609
	Iteration 10Q: 3 clusters Score -9353901 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -9355571.000000 Penalty: 5367.224609
	Iteration 11F: 3 clusters Score -9355571 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -9357415.000000 Penalty: 5367.224609
	Iteration 12F: 3 clusters Score -9357415 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -9358812.000000 Penalty: 5367.224609
	Iteration 13Q: 3 clusters Score -9358812 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -9359964.000000 Penalty: 5367.224609
	Iteration 14Q: 3 clusters Score -9359964 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -9361048.000000 Penalty: 5367.224609
	Iteration 15Q: 3 clusters Score -9361048 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -9361901.000000 Penalty: 5367.224609
	Iteration 16Q: 3 clusters Score -9361901 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -9362571.000000 Penalty: 5367.224609
	Iteration 17Q: 3 clusters Score -9362571 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -9363236.000000 Penalty: 5367.224609
	Iteration 18Q: 3 clusters Score -9363236 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -9363698.000000 Penalty: 5367.224609
	Iteration 19Q: 3 clusters Score -9363698 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -9363935.000000 Penalty: 5367.224609
	Iteration 20F: 3 clusters Score -9363935 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -9364161.000000 Penalty: 5367.224609
	Iteration 21Q: 3 clusters Score -9364161 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -9364303.000000 Penalty: 5367.224609
	Iteration 22Q: 3 clusters Score -9364303 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -9364415.000000 Penalty: 5367.224609
	Iteration 23Q: 3 clusters Score -9364415 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -9364506.000000 Penalty: 5367.224609
	Iteration 24Q: 3 clusters Score -9364506 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -9364602.000000 Penalty: 5367.224609
	Iteration 25Q: 3 clusters Score -9364602 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -9364690.000000 Penalty: 5367.224609
	Iteration 26Q: 3 clusters Score -9364690 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -9364727.000000 Penalty: 5367.224609
	Iteration 27Q: 3 clusters Score -9364727 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -9364746.000000 Penalty: 5367.224609
	Iteration 28Q: 3 clusters Score -9364746 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -9364809.000000 Penalty: 5367.224609
	Iteration 29Q: 3 clusters Score -9364809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -9364843.000000 Penalty: 5367.224609
	Iteration 30Q: 3 clusters Score -9364843 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -9364842.000000 Penalty: 5367.224609
	Iteration 31Q: 3 clusters Score -9364842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -9364833.000000 Penalty: 5367.224609
	Iteration 32Q: 3 clusters Score -9364833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -9364837.000000 Penalty: 5367.224609
	Iteration 33Q: 3 clusters Score -9364837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -9364862.000000 Penalty: 5367.224609
	Iteration 34Q: 3 clusters Score -9364862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -9364865.000000 Penalty: 5367.224609
	Iteration 35Q: 3 clusters Score -9364865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -9364865.000000 Penalty: 5367.224609
	Iteration 36Q: 3 clusters Score -9364865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -9364881.000000 Penalty: 5367.224609
	Iteration 37Q: 3 clusters Score -9364881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -9364882.000000 Penalty: 5367.224609
	Iteration 38Q: 3 clusters Score -9364882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -9364884.000000 Penalty: 5367.224609
	Iteration 39Q: 3 clusters Score -9364884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -9364881.000000 Penalty: 5367.224609
	Iteration 40F: 3 clusters Score -9364881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -9364889.000000 Penalty: 5367.224609
	Iteration 41Q: 3 clusters Score -9364889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -9364896.000000 Penalty: 5367.224609
	Iteration 42Q: 3 clusters Score -9364896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -9364895.000000 Penalty: 5367.224609
	Iteration 43Q: 3 clusters Score -9364895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -9364881.000000 Penalty: 5367.224609
	Iteration 44Q: 3 clusters Score -9364881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -9364893.000000 Penalty: 5367.224609
	Iteration 45Q: 3 clusters Score -9364893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -9364903.000000 Penalty: 5367.224609
	Iteration 46Q: 3 clusters Score -9364903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -9364898.000000 Penalty: 5367.224609
	Iteration 47Q: 3 clusters Score -9364898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -9364902.000000 Penalty: 5367.224609
	Iteration 48Q: 3 clusters Score -9364902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -9364904.000000 Penalty: 5367.224609
	Iteration 49Q: 3 clusters Score -9364904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -9364905.000000 Penalty: 5367.224609
	Iteration 50Q: 3 clusters Score -9364905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -9364901.000000 Penalty: 5367.224609
	Iteration 51Q: 3 clusters Score -9364901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -9364911.000000 Penalty: 5367.224609
	Iteration 52Q: 3 clusters Score -9364911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -9364916.000000 Penalty: 5367.224609
	Iteration 53Q: 3 clusters Score -9364916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -9364923.000000 Penalty: 5367.224609
	Iteration 54Q: 3 clusters Score -9364923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -9364922.000000 Penalty: 5367.224609
	Iteration 55Q: 3 clusters Score -9364922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -9364932.000000 Penalty: 5367.224609
	Iteration 56Q: 3 clusters Score -9364932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -9364929.000000 Penalty: 5367.224609
	Iteration 57Q: 3 clusters Score -9364929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -9364924.000000 Penalty: 5367.224609
	Iteration 58Q: 3 clusters Score -9364924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -9364927.000000 Penalty: 5367.224609
	Iteration 59Q: 3 clusters Score -9364927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -9364924.000000 Penalty: 5367.224609
	Iteration 60F: 3 clusters Score -9364924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -9364916.000000 Penalty: 5367.224609
	Iteration 61Q: 3 clusters Score -9364916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -9364924.000000 Penalty: 5367.224609
	Iteration 62Q: 3 clusters Score -9364924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -9364927.000000 Penalty: 5367.224609
	Iteration 63Q: 3 clusters Score -9364927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -9364924.000000 Penalty: 5367.224609
	Iteration 64Q: 3 clusters Score -9364924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -9364925.000000 Penalty: 5367.224609
	Iteration 65Q: 3 clusters Score -9364925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -9364930.000000 Penalty: 5367.224609
	Iteration 66Q: 3 clusters Score -9364930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -9364934.000000 Penalty: 5367.224609
	Iteration 67Q: 3 clusters Score -9364934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -9364934.000000 Penalty: 5367.224609
	Iteration 68F: 3 clusters Score -9364934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Entering Unmasked Estep 
Score: -9863684.000000 Penalty: 2696.474854
	Iteration 0F: 2 clusters Score -9863684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -9831865.000000 Penalty: 5392.949707
	Iteration 0F: 3 clusters Score -9831865 nChanged 24603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -9846007.000000 Penalty: 5392.949707
	Iteration 1F: 3 clusters Score -9846007 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -9847779.000000 Penalty: 5392.949707
	Iteration 2F: 3 clusters Score -9847779 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -9850905.000000 Penalty: 5392.949707
	Iteration 3F: 3 clusters Score -9850905 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -9856221.000000 Penalty: 5392.949707
	Iteration 4F: 3 clusters Score -9856221 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -9861010.000000 Penalty: 5392.949707
	Iteration 5F: 3 clusters Score -9861010 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -9862568.000000 Penalty: 5392.949707
	Iteration 6Q: 3 clusters Score -9862568 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -9863034.000000 Penalty: 5392.949707
	Iteration 7Q: 3 clusters Score -9863034 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -9863262.000000 Penalty: 5392.949707
	Iteration 8Q: 3 clusters Score -9863262 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -9863363.000000 Penalty: 5392.949707
	Iteration 9Q: 3 clusters Score -9863363 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -9863468.000000 Penalty: 5392.949707
	Iteration 10Q: 3 clusters Score -9863468 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -9863478.000000 Penalty: 5392.949707
	Iteration 11Q: 3 clusters Score -9863478 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -9863543.000000 Penalty: 5392.949707
	Iteration 12Q: 3 clusters Score -9863543 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -9863528.000000 Penalty: 5392.949707
	Iteration 13Q: 3 clusters Score -9863528 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -9863547.000000 Penalty: 5392.949707
	Iteration 14Q: 3 clusters Score -9863547 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -9863566.000000 Penalty: 5392.949707
	Iteration 15Q: 3 clusters Score -9863566 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -9863552.000000 Penalty: 5392.949707
	Iteration 16Q: 3 clusters Score -9863552 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -9863575.000000 Penalty: 5392.949707
	Iteration 17Q: 3 clusters Score -9863575 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -9863581.000000 Penalty: 5392.949707
	Iteration 18Q: 3 clusters Score -9863581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -9863569.000000 Penalty: 5392.949707
	Iteration 19Q: 3 clusters Score -9863569 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -9863569.000000 Penalty: 5392.949707
	Iteration 20F: 3 clusters Score -9863569 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -9863569.000000 Penalty: 5392.949707
	Iteration 21Q: 3 clusters Score -9863569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -9863570.000000 Penalty: 5392.949707
	Iteration 22Q: 3 clusters Score -9863570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -9863578.000000 Penalty: 5392.949707
	Iteration 23Q: 3 clusters Score -9863578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -9863570.000000 Penalty: 5392.949707
	Iteration 24Q: 3 clusters Score -9863570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -9863575.000000 Penalty: 5392.949707
	Iteration 25Q: 3 clusters Score -9863575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -9863573.000000 Penalty: 5392.949707
	Iteration 26Q: 3 clusters Score -9863573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -9863572.000000 Penalty: 5392.949707
	Iteration 27Q: 3 clusters Score -9863572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -9863590.000000 Penalty: 5392.949707
	Iteration 28Q: 3 clusters Score -9863590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -9863577.000000 Penalty: 5392.949707
	Iteration 29Q: 3 clusters Score -9863577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -9863593.000000 Penalty: 5392.949707
	Iteration 30Q: 3 clusters Score -9863593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -9863570.000000 Penalty: 5392.949707
	Iteration 31Q: 3 clusters Score -9863570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -9863570.000000 Penalty: 5392.949707
	Iteration 32F: 3 clusters Score -9863570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (52354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Entering Unmasked Estep 
Score: -9797565.000000 Penalty: 2694.714355
	Iteration 0F: 2 clusters Score -9797565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -9765114.000000 Penalty: 5389.428711
	Iteration 0F: 3 clusters Score -9765114 nChanged 24236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -9778513.000000 Penalty: 5389.428711
	Iteration 1F: 3 clusters Score -9778513 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -9779307.000000 Penalty: 5389.428711
	Iteration 2Q: 3 clusters Score -9779307 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -9780277.000000 Penalty: 5389.428711
	Iteration 3Q: 3 clusters Score -9780277 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -9781693.000000 Penalty: 5389.428711
	Iteration 4F: 3 clusters Score -9781693 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -9784356.000000 Penalty: 5389.428711
	Iteration 5F: 3 clusters Score -9784356 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -9788878.000000 Penalty: 5389.428711
	Iteration 6F: 3 clusters Score -9788878 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -9793485.000000 Penalty: 5389.428711
	Iteration 7F: 3 clusters Score -9793485 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -9795320.000000 Penalty: 5389.428711
	Iteration 8F: 3 clusters Score -9795320 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -9796117.000000 Penalty: 5389.428711
	Iteration 9Q: 3 clusters Score -9796117 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -9796617.000000 Penalty: 5389.428711
	Iteration 10Q: 3 clusters Score -9796617 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -9796854.000000 Penalty: 5389.428711
	Iteration 11Q: 3 clusters Score -9796854 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -9796989.000000 Penalty: 5389.428711
	Iteration 12Q: 3 clusters Score -9796989 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -9797049.000000 Penalty: 5389.428711
	Iteration 13Q: 3 clusters Score -9797049 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -9797092.000000 Penalty: 5389.428711
	Iteration 14Q: 3 clusters Score -9797092 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -9797058.000000 Penalty: 5389.428711
	Iteration 15Q: 3 clusters Score -9797058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -9797102.000000 Penalty: 5389.428711
	Iteration 16Q: 3 clusters Score -9797102 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -9797130.000000 Penalty: 5389.428711
	Iteration 17Q: 3 clusters Score -9797130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -9797137.000000 Penalty: 5389.428711
	Iteration 18Q: 3 clusters Score -9797137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -9797153.000000 Penalty: 5389.428711
	Iteration 19Q: 3 clusters Score -9797153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -9797162.000000 Penalty: 5389.428711
	Iteration 20F: 3 clusters Score -9797162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -9797161.000000 Penalty: 5389.428711
	Iteration 21Q: 3 clusters Score -9797161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -9797151.000000 Penalty: 5389.428711
	Iteration 22Q: 3 clusters Score -9797151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -9797161.000000 Penalty: 5389.428711
	Iteration 23Q: 3 clusters Score -9797161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -9797155.000000 Penalty: 5389.428711
	Iteration 24Q: 3 clusters Score -9797155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -9797148.000000 Penalty: 5389.428711
	Iteration 25Q: 3 clusters Score -9797148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -9797153.000000 Penalty: 5389.428711
	Iteration 26Q: 3 clusters Score -9797153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -9797157.000000 Penalty: 5389.428711
	Iteration 27Q: 3 clusters Score -9797157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -9797152.000000 Penalty: 5389.428711
	Iteration 28Q: 3 clusters Score -9797152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -9797141.000000 Penalty: 5389.428711
	Iteration 29Q: 3 clusters Score -9797141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -9797141.000000 Penalty: 5389.428711
	Iteration 30Q: 3 clusters Score -9797141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -9797139.000000 Penalty: 5389.428711
	Iteration 31Q: 3 clusters Score -9797139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -9797138.000000 Penalty: 5389.428711
	Iteration 32Q: 3 clusters Score -9797138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -9797136.000000 Penalty: 5389.428711
	Iteration 33Q: 3 clusters Score -9797136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -9797142.000000 Penalty: 5389.428711
	Iteration 34Q: 3 clusters Score -9797142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -9797143.000000 Penalty: 5389.428711
	Iteration 35Q: 3 clusters Score -9797143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -9797140.000000 Penalty: 5389.428711
	Iteration 36Q: 3 clusters Score -9797140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -9797158.000000 Penalty: 5389.428711
	Iteration 37Q: 3 clusters Score -9797158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -9797149.000000 Penalty: 5389.428711
	Iteration 38Q: 3 clusters Score -9797149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -9797149.000000 Penalty: 5389.428711
	Iteration 39Q: 3 clusters Score -9797149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -9797149.000000 Penalty: 5389.428711
	Iteration 40F: 3 clusters Score -9797149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28411 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42604 members 
Mstep: Class 5 contains 41121 members 
Mstep: Class 6 contains 32329 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 48411 members 
Mstep: Class 9 contains 4682 members 
Mstep: Class 10 contains 50669 members 
Mstep: Class 11 contains 40531 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55842 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9923 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 23475 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 54482 members 
Mstep: Class 23 contains 50062 members 
Mstep: Class 24 contains 52727 members 
Mstep: Class 25 contains 52354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201520.000000 Penalty: 79215.406250
Iteration 479Q: 25 clusters Score -1.102015e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28407 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42713 members 
Mstep: Class 5 contains 41088 members 
Mstep: Class 6 contains 32246 members 
Mstep: Class 7 contains 7034 members 
Mstep: Class 8 contains 48416 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 10 contains 50711 members 
Mstep: Class 11 contains 40426 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55873 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9886 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 23434 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54541 members 
Mstep: Class 23 contains 50095 members 
Mstep: Class 24 contains 52695 members 
Mstep: Class 25 contains 52395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201560.000000 Penalty: 79215.406250
Iteration 480F: 25 clusters Score -1.102016e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28398 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42818 members 
Mstep: Class 5 contains 41074 members 
Mstep: Class 6 contains 32160 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 48419 members 
Mstep: Class 9 contains 4679 members 
Mstep: Class 10 contains 50759 members 
Mstep: Class 11 contains 40333 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55889 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9853 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 23393 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54602 members 
Mstep: Class 23 contains 50155 members 
Mstep: Class 24 contains 52639 members 
Mstep: Class 25 contains 52428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201552.000000 Penalty: 79215.406250
Iteration 481Q: 25 clusters Score -1.102016e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28385 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42906 members 
Mstep: Class 5 contains 41063 members 
Mstep: Class 6 contains 32068 members 
Mstep: Class 7 contains 7048 members 
Mstep: Class 8 contains 48453 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 50785 members 
Mstep: Class 11 contains 40272 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55873 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9828 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 23347 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54680 members 
Mstep: Class 23 contains 50164 members 
Mstep: Class 24 contains 52651 members 
Mstep: Class 25 contains 52441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201656.000000 Penalty: 79215.406250
Iteration 482Q: 25 clusters Score -1.102017e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28361 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 42954 members 
Mstep: Class 5 contains 41061 members 
Mstep: Class 6 contains 31982 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 48548 members 
Mstep: Class 9 contains 4673 members 
Mstep: Class 10 contains 50796 members 
Mstep: Class 11 contains 40163 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55924 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9803 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 23303 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54755 members 
Mstep: Class 23 contains 50138 members 
Mstep: Class 24 contains 52683 members 
Mstep: Class 25 contains 52435 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 483Q: 25 clusters Score -1.102014e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28351 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43057 members 
Mstep: Class 5 contains 41061 members 
Mstep: Class 6 contains 31898 members 
Mstep: Class 7 contains 7069 members 
Mstep: Class 8 contains 48595 members 
Mstep: Class 9 contains 4679 members 
Mstep: Class 10 contains 50799 members 
Mstep: Class 11 contains 40085 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55920 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9779 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 23234 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54826 members 
Mstep: Class 23 contains 50142 members 
Mstep: Class 24 contains 52695 members 
Mstep: Class 25 contains 52450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201408.000000 Penalty: 79215.406250
Iteration 484Q: 25 clusters Score -1.102014e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28346 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43173 members 
Mstep: Class 5 contains 41049 members 
Mstep: Class 6 contains 31828 members 
Mstep: Class 7 contains 7079 members 
Mstep: Class 8 contains 48598 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 10 contains 50803 members 
Mstep: Class 11 contains 40002 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 55957 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9749 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 23189 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54863 members 
Mstep: Class 23 contains 50141 members 
Mstep: Class 24 contains 52748 members 
Mstep: Class 25 contains 52434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201456.000000 Penalty: 79215.406250
Iteration 485Q: 25 clusters Score -1.102015e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28345 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43300 members 
Mstep: Class 5 contains 41026 members 
Mstep: Class 6 contains 31778 members 
Mstep: Class 7 contains 7089 members 
Mstep: Class 8 contains 48566 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 10 contains 50824 members 
Mstep: Class 11 contains 39926 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56034 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9704 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 23140 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 54864 members 
Mstep: Class 23 contains 50132 members 
Mstep: Class 24 contains 52794 members 
Mstep: Class 25 contains 52437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201208.000000 Penalty: 79215.406250
Iteration 486Q: 25 clusters Score -1.102012e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28341 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43404 members 
Mstep: Class 5 contains 41004 members 
Mstep: Class 6 contains 31728 members 
Mstep: Class 7 contains 7101 members 
Mstep: Class 8 contains 48579 members 
Mstep: Class 9 contains 4680 members 
Mstep: Class 10 contains 50806 members 
Mstep: Class 11 contains 39862 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56079 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9671 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 23094 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 54878 members 
Mstep: Class 23 contains 50132 members 
Mstep: Class 24 contains 52844 members 
Mstep: Class 25 contains 52438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110201080.000000 Penalty: 79215.406250
Iteration 487Q: 25 clusters Score -1.102011e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28336 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43531 members 
Mstep: Class 5 contains 40999 members 
Mstep: Class 6 contains 31668 members 
Mstep: Class 7 contains 7115 members 
Mstep: Class 8 contains 48561 members 
Mstep: Class 9 contains 4682 members 
Mstep: Class 10 contains 50810 members 
Mstep: Class 11 contains 39781 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56113 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9642 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 23061 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 54904 members 
Mstep: Class 23 contains 50067 members 
Mstep: Class 24 contains 52881 members 
Mstep: Class 25 contains 52490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200944.000000 Penalty: 79215.406250
Iteration 488Q: 25 clusters Score -1.102009e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28335 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43662 members 
Mstep: Class 5 contains 40976 members 
Mstep: Class 6 contains 31598 members 
Mstep: Class 7 contains 7125 members 
Mstep: Class 8 contains 48536 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 50804 members 
Mstep: Class 11 contains 39713 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56159 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9629 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 23028 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 54930 members 
Mstep: Class 23 contains 50023 members 
Mstep: Class 24 contains 52899 members 
Mstep: Class 25 contains 52541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200880.000000 Penalty: 79215.406250
Iteration 489Q: 25 clusters Score -1.102009e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28328 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43763 members 
Mstep: Class 5 contains 40957 members 
Mstep: Class 6 contains 31527 members 
Mstep: Class 7 contains 7125 members 
Mstep: Class 8 contains 48567 members 
Mstep: Class 9 contains 4682 members 
Mstep: Class 10 contains 50802 members 
Mstep: Class 11 contains 39651 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56178 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9609 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 22984 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 54913 members 
Mstep: Class 23 contains 49977 members 
Mstep: Class 24 contains 52939 members 
Mstep: Class 25 contains 52640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200624.000000 Penalty: 79215.406250
Iteration 490Q: 25 clusters Score -1.102006e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28323 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43861 members 
Mstep: Class 5 contains 40935 members 
Mstep: Class 6 contains 31443 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 48595 members 
Mstep: Class 9 contains 4679 members 
Mstep: Class 10 contains 50813 members 
Mstep: Class 11 contains 39612 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56195 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 22952 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 54896 members 
Mstep: Class 23 contains 49923 members 
Mstep: Class 24 contains 52948 members 
Mstep: Class 25 contains 52749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200728.000000 Penalty: 79215.406250
Iteration 491Q: 25 clusters Score -1.102007e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28317 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43938 members 
Mstep: Class 5 contains 40905 members 
Mstep: Class 6 contains 31346 members 
Mstep: Class 7 contains 7142 members 
Mstep: Class 8 contains 48652 members 
Mstep: Class 9 contains 4678 members 
Mstep: Class 10 contains 50787 members 
Mstep: Class 11 contains 39557 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56200 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9568 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 54904 members 
Mstep: Class 23 contains 49913 members 
Mstep: Class 24 contains 52971 members 
Mstep: Class 25 contains 52853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200816.000000 Penalty: 79215.406250
Iteration 492Q: 25 clusters Score -1.102008e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28304 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43987 members 
Mstep: Class 5 contains 40884 members 
Mstep: Class 6 contains 31260 members 
Mstep: Class 7 contains 7151 members 
Mstep: Class 8 contains 48723 members 
Mstep: Class 9 contains 4679 members 
Mstep: Class 10 contains 50801 members 
Mstep: Class 11 contains 39520 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56184 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 54939 members 
Mstep: Class 23 contains 49877 members 
Mstep: Class 24 contains 52933 members 
Mstep: Class 25 contains 52969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200600.000000 Penalty: 79215.406250
Iteration 493Q: 25 clusters Score -1.102006e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28295 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 44074 members 
Mstep: Class 5 contains 40866 members 
Mstep: Class 6 contains 31150 members 
Mstep: Class 7 contains 7162 members 
Mstep: Class 8 contains 48791 members 
Mstep: Class 9 contains 4679 members 
Mstep: Class 10 contains 50737 members 
Mstep: Class 11 contains 39494 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56149 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 22842 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 55006 members 
Mstep: Class 23 contains 49896 members 
Mstep: Class 24 contains 52931 members 
Mstep: Class 25 contains 53036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200928.000000 Penalty: 79215.406250
Iteration 494Q: 25 clusters Score -1.102009e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28284 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 44147 members 
Mstep: Class 5 contains 40845 members 
Mstep: Class 6 contains 31033 members 
Mstep: Class 7 contains 7173 members 
Mstep: Class 8 contains 48873 members 
Mstep: Class 9 contains 4680 members 
Mstep: Class 10 contains 50683 members 
Mstep: Class 11 contains 39447 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56175 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9527 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 22811 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 55080 members 
Mstep: Class 23 contains 49929 members 
Mstep: Class 24 contains 52882 members 
Mstep: Class 25 contains 53078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200768.000000 Penalty: 79215.406250
Iteration 495Q: 25 clusters Score -1.102008e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28273 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 44239 members 
Mstep: Class 5 contains 40837 members 
Mstep: Class 6 contains 30915 members 
Mstep: Class 7 contains 7184 members 
Mstep: Class 8 contains 48956 members 
Mstep: Class 9 contains 4682 members 
Mstep: Class 10 contains 50687 members 
Mstep: Class 11 contains 39417 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56168 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9505 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 22773 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 55168 members 
Mstep: Class 23 contains 49939 members 
Mstep: Class 24 contains 52806 members 
Mstep: Class 25 contains 53099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200408.000000 Penalty: 79215.406250
Iteration 496Q: 25 clusters Score -1.102004e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 44321 members 
Mstep: Class 5 contains 40828 members 
Mstep: Class 6 contains 30811 members 
Mstep: Class 7 contains 7184 members 
Mstep: Class 8 contains 49036 members 
Mstep: Class 9 contains 4680 members 
Mstep: Class 10 contains 50729 members 
Mstep: Class 11 contains 39394 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56138 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9492 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 22733 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 55258 members 
Mstep: Class 23 contains 49964 members 
Mstep: Class 24 contains 52713 members 
Mstep: Class 25 contains 53104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200496.000000 Penalty: 79215.406250
Iteration 497Q: 25 clusters Score -1.102005e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28255 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 44386 members 
Mstep: Class 5 contains 40821 members 
Mstep: Class 6 contains 30692 members 
Mstep: Class 7 contains 7195 members 
Mstep: Class 8 contains 49143 members 
Mstep: Class 9 contains 4676 members 
Mstep: Class 10 contains 50693 members 
Mstep: Class 11 contains 39361 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56146 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9471 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 22683 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 55323 members 
Mstep: Class 23 contains 50069 members 
Mstep: Class 24 contains 52686 members 
Mstep: Class 25 contains 53047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200480.000000 Penalty: 79215.406250
Iteration 498Q: 25 clusters Score -1.102005e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28246 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 44452 members 
Mstep: Class 5 contains 40819 members 
Mstep: Class 6 contains 30574 members 
Mstep: Class 7 contains 7204 members 
Mstep: Class 8 contains 49254 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 50672 members 
Mstep: Class 11 contains 39319 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56153 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9456 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 22640 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 55363 members 
Mstep: Class 23 contains 50138 members 
Mstep: Class 24 contains 52697 members 
Mstep: Class 25 contains 52983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200296.000000 Penalty: 79215.406250
Iteration 499Q: 25 clusters Score -1.102003e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28235 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 44490 members 
Mstep: Class 5 contains 40808 members 
Mstep: Class 6 contains 30450 members 
Mstep: Class 7 contains 7208 members 
Mstep: Class 8 contains 49359 members 
Mstep: Class 9 contains 4676 members 
Mstep: Class 10 contains 50647 members 
Mstep: Class 11 contains 39294 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 56173 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 9449 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 22594 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 55369 members 
Mstep: Class 23 contains 50235 members 
Mstep: Class 24 contains 52741 members 
Mstep: Class 25 contains 52919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110200248.000000 Penalty: 79215.406250
Iteration 500F: 25 clusters Score -1.102002e+08 nChanged 1026
Maximum iterations exceeded
--- Evaluating fit on full set of 1807857 points ---
Entering Unmasked Estep 
Score: -333141056.000000 Penalty: 85754.351562
24->25 Clusters: Score -333141056.000000, best is -333295584.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 602619 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 25146 members 
Mstep: Class 3 contains 25135 members 
Mstep: Class 4 contains 25423 members 
Mstep: Class 5 contains 25001 members 
Mstep: Class 6 contains 24913 members 
Mstep: Class 7 contains 25055 members 
Mstep: Class 8 contains 25188 members 
Mstep: Class 9 contains 25134 members 
Mstep: Class 10 contains 25102 members 
Mstep: Class 11 contains 25170 members 
Mstep: Class 12 contains 24930 members 
Mstep: Class 13 contains 24905 members 
Mstep: Class 14 contains 25020 members 
Mstep: Class 15 contains 25028 members 
Mstep: Class 16 contains 25206 members 
Mstep: Class 17 contains 25060 members 
Mstep: Class 18 contains 25140 members 
Mstep: Class 19 contains 25271 members 
Mstep: Class 20 contains 25121 members 
Mstep: Class 21 contains 25057 members 
Mstep: Class 22 contains 25096 members 
Mstep: Class 23 contains 25284 members 
Mstep: Class 24 contains 25117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 744.911011 but Gain 3300.640625
Score: -104560800.000000 Penalty: 75914.765625
Iteration 0F: 24 clusters Score -1.045608e+08 nChanged 577232
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 161672 members 
Mstep: Class 2 contains 19154 members 
Mstep: Class 3 contains 6196 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 6255 members 
Mstep: Class 7 contains 16436 members 
Mstep: Class 8 contains 25580 members 
Mstep: Class 9 contains 2839 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 139630 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 15 contains 22182 members 
Mstep: Class 16 contains 77997 members 
Mstep: Class 17 contains 15505 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 803 members 
Mstep: Class 20 contains 13198 members 
Mstep: Class 21 contains 2137 members 
Mstep: Class 22 contains 21997 members 
Mstep: Class 23 contains 39987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 514.550354 but Gain 3300.640625
Score: -108886344.000000 Penalty: 72614.125000
Iteration 1F: 23 clusters Score -1.088863e+08 nChanged 232058
Entering Unmasked Mstep 
Mstep: Class 0 contains 1381 members 
Mstep: Class 1 contains 156768 members 
Mstep: Class 2 contains 20171 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 428 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 6693 members 
Mstep: Class 8 contains 22806 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 157282 members 
Mstep: Class 14 contains 1132 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 125716 members 
Mstep: Class 17 contains 8921 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 20 contains 1759 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 15523 members 
Mstep: Class 23 contains 67294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 964.915649 but Gain 3300.640625
Score: -109242880.000000 Penalty: 69313.484375
Iteration 2F: 22 clusters Score -1.092429e+08 nChanged 186772
Entering Unmasked Mstep 
Mstep: Class 0 contains 899 members 
Mstep: Class 1 contains 118860 members 
Mstep: Class 2 contains 26508 members 
Mstep: Class 4 contains 302 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 10897 members 
Mstep: Class 8 contains 29168 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 114972 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 111957 members 
Mstep: Class 17 contains 11998 members 
Mstep: Class 19 contains 731 members 
Mstep: Class 20 contains 757 members 
Mstep: Class 21 contains 2473 members 
Mstep: Class 22 contains 17299 members 
Mstep: Class 23 contains 142388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1015.970642 but Gain 3300.648438
Score: -109335496.000000 Penalty: 66012.835938
Iteration 3F: 21 clusters Score -1.093355e+08 nChanged 160788
Entering Unmasked Mstep 
Mstep: Class 0 contains 593 members 
Mstep: Class 1 contains 109167 members 
Mstep: Class 2 contains 43076 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 994 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 14792 members 
Mstep: Class 8 contains 44155 members 
Mstep: Class 9 contains 1036 members 
Mstep: Class 10 contains 2911 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 108254 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 103726 members 
Mstep: Class 17 contains 16483 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 21 contains 2284 members 
Mstep: Class 22 contains 23641 members 
Mstep: Class 23 contains 122639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1182.883301 but Gain 3300.640625
Score: -109503744.000000 Penalty: 62712.195312
Iteration 4F: 20 clusters Score -1.095037e+08 nChanged 108945
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 67966 members 
Mstep: Class 4 contains 193 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 17757 members 
Mstep: Class 8 contains 65641 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 2163 members 
Mstep: Class 13 contains 93076 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 99126 members 
Mstep: Class 17 contains 19273 members 
Mstep: Class 19 contains 1092 members 
Mstep: Class 21 contains 2014 members 
Mstep: Class 22 contains 31011 members 
Mstep: Class 23 contains 100392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1277.927490 but Gain 3300.640625
Score: -109660520.000000 Penalty: 59411.554688
Iteration 5F: 19 clusters Score -1.096605e+08 nChanged 111083
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 89575 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 6 contains 238 members 
Mstep: Class 7 contains 20309 members 
Mstep: Class 8 contains 87265 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 641 members 
Mstep: Class 12 contains 2255 members 
Mstep: Class 13 contains 80254 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 2456 members 
Mstep: Class 16 contains 81728 members 
Mstep: Class 17 contains 21018 members 
Mstep: Class 19 contains 1330 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 38618 members 
Mstep: Class 23 contains 87176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2125.159912 but Gain 3300.640625
Score: -109694056.000000 Penalty: 56110.914062
Iteration 6F: 18 clusters Score -1.096941e+08 nChanged 109120
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 79041 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 22338 members 
Mstep: Class 8 contains 95812 members 
Mstep: Class 11 contains 622 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 76394 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 76580 members 
Mstep: Class 17 contains 23684 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 21 contains 1603 members 
Mstep: Class 22 contains 52403 members 
Mstep: Class 23 contains 84458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1890.870239 but Gain 3300.644531
Score: -109764512.000000 Penalty: 52810.269531
Iteration 7F: 17 clusters Score -1.097645e+08 nChanged 85175
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 71630 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 24190 members 
Mstep: Class 8 contains 90385 members 
Mstep: Class 11 contains 613 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 76020 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 16 contains 73853 members 
Mstep: Class 17 contains 25885 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 21 contains 1496 members 
Mstep: Class 22 contains 72626 members 
Mstep: Class 23 contains 82145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109808984.000000 Penalty: 52810.269531
Iteration 8F: 17 clusters Score -1.09809e+08 nChanged 76804
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 69487 members 
Mstep: Class 4 contains 305 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 24776 members 
Mstep: Class 8 contains 78000 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 72349 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 16 contains 68224 members 
Mstep: Class 17 contains 29795 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 21 contains 1422 members 
Mstep: Class 22 contains 94208 members 
Mstep: Class 23 contains 81447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109838480.000000 Penalty: 52810.269531
Iteration 9F: 17 clusters Score -1.098385e+08 nChanged 78797
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 68690 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 25360 members 
Mstep: Class 8 contains 74594 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 2441 members 
Mstep: Class 13 contains 71214 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 16 contains 65441 members 
Mstep: Class 17 contains 36095 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 21 contains 1357 members 
Mstep: Class 22 contains 96623 members 
Mstep: Class 23 contains 81527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109865784.000000 Penalty: 52810.269531
Iteration 10F: 17 clusters Score -1.098658e+08 nChanged 61588
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 67540 members 
Mstep: Class 4 contains 326 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 25796 members 
Mstep: Class 8 contains 74397 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 2460 members 
Mstep: Class 13 contains 70603 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 16 contains 66714 members 
Mstep: Class 17 contains 44353 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 88250 members 
Mstep: Class 23 contains 82413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109888824.000000 Penalty: 52810.269531
Iteration 11F: 17 clusters Score -1.098888e+08 nChanged 57579
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 65242 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 25898 members 
Mstep: Class 8 contains 71360 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 2480 members 
Mstep: Class 13 contains 70025 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 16 contains 66055 members 
Mstep: Class 17 contains 55028 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 21 contains 1227 members 
Mstep: Class 22 contains 83377 members 
Mstep: Class 23 contains 83056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109914352.000000 Penalty: 52810.269531
Iteration 12F: 17 clusters Score -1.099144e+08 nChanged 52484
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 75336 members 
Mstep: Class 2 contains 62971 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 26134 members 
Mstep: Class 8 contains 69360 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 2509 members 
Mstep: Class 13 contains 69639 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 16 contains 64766 members 
Mstep: Class 17 contains 66462 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 78004 members 
Mstep: Class 23 contains 82648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109936464.000000 Penalty: 52810.269531
Iteration 13F: 17 clusters Score -1.099365e+08 nChanged 47590
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 60500 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 26964 members 
Mstep: Class 8 contains 67762 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 2533 members 
Mstep: Class 13 contains 69244 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 16 contains 62903 members 
Mstep: Class 17 contains 77018 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 74251 members 
Mstep: Class 23 contains 81363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109952520.000000 Penalty: 52810.269531
Iteration 14F: 17 clusters Score -1.099525e+08 nChanged 45862
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 75303 members 
Mstep: Class 2 contains 58293 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 6 contains 294 members 
Mstep: Class 7 contains 28171 members 
Mstep: Class 8 contains 65580 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 2564 members 
Mstep: Class 13 contains 68969 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 16 contains 60067 members 
Mstep: Class 17 contains 89316 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 70222 members 
Mstep: Class 23 contains 79473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109959480.000000 Penalty: 52810.269531
Iteration 15F: 17 clusters Score -1.099595e+08 nChanged 40525
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 57155 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 6 contains 294 members 
Mstep: Class 7 contains 30280 members 
Mstep: Class 8 contains 63752 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 68513 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 16 contains 57871 members 
Mstep: Class 17 contains 97575 members 
Mstep: Class 19 contains 1339 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 67186 members 
Mstep: Class 23 contains 77810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109958456.000000 Penalty: 52810.269531
Iteration 16F: 17 clusters Score -1.099585e+08 nChanged 32419
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 57438 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 6 contains 295 members 
Mstep: Class 7 contains 32832 members 
Mstep: Class 8 contains 63854 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 68034 members 
Mstep: Class 14 contains 875 members 
Mstep: Class 16 contains 57433 members 
Mstep: Class 17 contains 97320 members 
Mstep: Class 19 contains 1310 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 65835 members 
Mstep: Class 23 contains 77120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109961952.000000 Penalty: 52810.269531
Iteration 17F: 17 clusters Score -1.09962e+08 nChanged 25744
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 58150 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 35148 members 
Mstep: Class 8 contains 63558 members 
Mstep: Class 11 contains 599 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 68007 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 16 contains 57049 members 
Mstep: Class 17 contains 95885 members 
Mstep: Class 19 contains 1298 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 64596 members 
Mstep: Class 23 contains 76602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109965488.000000 Penalty: 52810.269531
Iteration 18Q: 17 clusters Score -1.099655e+08 nChanged 21453
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 58692 members 
Mstep: Class 4 contains 388 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 37149 members 
Mstep: Class 8 contains 63121 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 68508 members 
Mstep: Class 14 contains 871 members 
Mstep: Class 16 contains 56811 members 
Mstep: Class 17 contains 94665 members 
Mstep: Class 19 contains 1295 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 63373 members 
Mstep: Class 23 contains 76072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109967880.000000 Penalty: 52810.269531
Iteration 19Q: 17 clusters Score -1.099679e+08 nChanged 18548
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 59229 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 38954 members 
Mstep: Class 8 contains 62694 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 2776 members 
Mstep: Class 13 contains 69180 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 16 contains 56517 members 
Mstep: Class 17 contains 93391 members 
Mstep: Class 19 contains 1286 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 62402 members 
Mstep: Class 23 contains 75484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109969616.000000 Penalty: 52810.269531
Iteration 20F: 17 clusters Score -1.099696e+08 nChanged 16145
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 59839 members 
Mstep: Class 4 contains 393 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 40654 members 
Mstep: Class 8 contains 62254 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 69569 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 16 contains 56424 members 
Mstep: Class 17 contains 92039 members 
Mstep: Class 19 contains 1295 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 61505 members 
Mstep: Class 23 contains 75059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109971072.000000 Penalty: 52810.269531
Iteration 21Q: 17 clusters Score -1.099711e+08 nChanged 14722
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 60426 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 42234 members 
Mstep: Class 8 contains 61771 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 2872 members 
Mstep: Class 13 contains 69757 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 16 contains 56242 members 
Mstep: Class 17 contains 90765 members 
Mstep: Class 19 contains 1286 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 22 contains 60841 members 
Mstep: Class 23 contains 74824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109972104.000000 Penalty: 52810.269531
Iteration 22Q: 17 clusters Score -1.099721e+08 nChanged 13329
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 60958 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 43756 members 
Mstep: Class 8 contains 61301 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 2919 members 
Mstep: Class 13 contains 69932 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 16 contains 56060 members 
Mstep: Class 17 contains 89526 members 
Mstep: Class 19 contains 1262 members 
Mstep: Class 21 contains 906 members 
Mstep: Class 22 contains 60298 members 
Mstep: Class 23 contains 74694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109973104.000000 Penalty: 52810.269531
Iteration 23Q: 17 clusters Score -1.099731e+08 nChanged 12131
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 61347 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 45077 members 
Mstep: Class 8 contains 60840 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 69942 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 16 contains 56141 members 
Mstep: Class 17 contains 88343 members 
Mstep: Class 19 contains 1245 members 
Mstep: Class 21 contains 897 members 
Mstep: Class 22 contains 59840 members 
Mstep: Class 23 contains 74678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109974168.000000 Penalty: 52810.269531
Iteration 24Q: 17 clusters Score -1.099742e+08 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 61601 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 46266 members 
Mstep: Class 8 contains 60494 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 2967 members 
Mstep: Class 13 contains 70002 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 16 contains 56393 members 
Mstep: Class 17 contains 86945 members 
Mstep: Class 19 contains 1238 members 
Mstep: Class 21 contains 895 members 
Mstep: Class 22 contains 59525 members 
Mstep: Class 23 contains 74637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109974416.000000 Penalty: 52810.269531
Iteration 25Q: 17 clusters Score -1.099744e+08 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79722 members 
Mstep: Class 2 contains 61797 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 47405 members 
Mstep: Class 8 contains 60240 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 2987 members 
Mstep: Class 13 contains 70083 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 16 contains 56586 members 
Mstep: Class 17 contains 85570 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 22 contains 59241 members 
Mstep: Class 23 contains 74627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109975488.000000 Penalty: 52810.269531
Iteration 26Q: 17 clusters Score -1.099755e+08 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 61937 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 48377 members 
Mstep: Class 8 contains 60103 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 3007 members 
Mstep: Class 13 contains 70118 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 16 contains 56746 members 
Mstep: Class 17 contains 84272 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58882 members 
Mstep: Class 23 contains 74748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109976448.000000 Penalty: 52810.269531
Iteration 27Q: 17 clusters Score -1.099764e+08 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 62167 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 49244 members 
Mstep: Class 8 contains 59991 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 3029 members 
Mstep: Class 13 contains 70043 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 16 contains 56890 members 
Mstep: Class 17 contains 83021 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58634 members 
Mstep: Class 23 contains 74740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109977200.000000 Penalty: 52810.269531
Iteration 28Q: 17 clusters Score -1.099772e+08 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 62289 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 49984 members 
Mstep: Class 8 contains 59801 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 3052 members 
Mstep: Class 13 contains 70054 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 16 contains 57077 members 
Mstep: Class 17 contains 81915 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58617 members 
Mstep: Class 23 contains 74786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109978176.000000 Penalty: 52810.269531
Iteration 29Q: 17 clusters Score -1.099782e+08 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 62298 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 50611 members 
Mstep: Class 8 contains 59678 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 70157 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 16 contains 57265 members 
Mstep: Class 17 contains 80977 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58593 members 
Mstep: Class 23 contains 74757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109978880.000000 Penalty: 52810.269531
Iteration 30Q: 17 clusters Score -1.099789e+08 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 81038 members 
Mstep: Class 2 contains 62296 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 51170 members 
Mstep: Class 8 contains 59514 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 3092 members 
Mstep: Class 13 contains 70288 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 16 contains 57472 members 
Mstep: Class 17 contains 80192 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58546 members 
Mstep: Class 23 contains 74655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109979944.000000 Penalty: 52810.269531
Iteration 31Q: 17 clusters Score -1.099799e+08 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 62289 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 51601 members 
Mstep: Class 8 contains 59363 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 3118 members 
Mstep: Class 13 contains 70382 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 16 contains 57694 members 
Mstep: Class 17 contains 79573 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58537 members 
Mstep: Class 23 contains 74570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109981280.000000 Penalty: 52810.269531
Iteration 32Q: 17 clusters Score -1.099813e+08 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 62257 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 51971 members 
Mstep: Class 8 contains 59325 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 13 contains 70415 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 16 contains 57968 members 
Mstep: Class 17 contains 79011 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58480 members 
Mstep: Class 23 contains 74506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109982128.000000 Penalty: 52810.269531
Iteration 33Q: 17 clusters Score -1.099821e+08 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 62247 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 52313 members 
Mstep: Class 8 contains 59242 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 70496 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 16 contains 58291 members 
Mstep: Class 17 contains 78484 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58407 members 
Mstep: Class 23 contains 74369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109983368.000000 Penalty: 52810.269531
Iteration 34Q: 17 clusters Score -1.099834e+08 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 62236 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 52561 members 
Mstep: Class 8 contains 59080 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 3147 members 
Mstep: Class 13 contains 70544 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 16 contains 58703 members 
Mstep: Class 17 contains 78023 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58357 members 
Mstep: Class 23 contains 74291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109984280.000000 Penalty: 52810.269531
Iteration 35Q: 17 clusters Score -1.099843e+08 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 62257 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 52786 members 
Mstep: Class 8 contains 58911 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 70611 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 16 contains 59169 members 
Mstep: Class 17 contains 77552 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58307 members 
Mstep: Class 23 contains 74168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109985552.000000 Penalty: 52810.269531
Iteration 36Q: 17 clusters Score -1.099856e+08 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 62236 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 52975 members 
Mstep: Class 8 contains 58740 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 70734 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 16 contains 59512 members 
Mstep: Class 17 contains 77162 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58372 members 
Mstep: Class 23 contains 74000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109986496.000000 Penalty: 52810.269531
Iteration 37Q: 17 clusters Score -1.099865e+08 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 62224 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 53128 members 
Mstep: Class 8 contains 58584 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 70866 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 16 contains 59801 members 
Mstep: Class 17 contains 76797 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58432 members 
Mstep: Class 23 contains 73904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109987416.000000 Penalty: 52810.269531
Iteration 38Q: 17 clusters Score -1.099874e+08 nChanged 7522
Entering ConstructFrom: 
Score: -109987416.000000 Penalty: 52810.269531
Entering ConstructFrom: 
Trying to split cluster 1 (81440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Entering Unmasked Estep 
Score: -15261106.000000 Penalty: 2804.290283
	Iteration 0F: 2 clusters Score -1.526111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -15244639.000000 Penalty: 5608.580566
	Iteration 0F: 3 clusters Score -1.524464e+07 nChanged 38198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -15266313.000000 Penalty: 5608.580566
	Iteration 1F: 3 clusters Score -1.526631e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -15267073.000000 Penalty: 5608.580566
	Iteration 2Q: 3 clusters Score -1.526707e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -15268145.000000 Penalty: 5608.580566
	Iteration 3Q: 3 clusters Score -1.526814e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -15269246.000000 Penalty: 5608.580566
	Iteration 4Q: 3 clusters Score -1.526925e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -15270736.000000 Penalty: 5608.580566
	Iteration 5Q: 3 clusters Score -1.527074e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -15273047.000000 Penalty: 5608.580566
	Iteration 6F: 3 clusters Score -1.527305e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -15276322.000000 Penalty: 5608.580566
	Iteration 7F: 3 clusters Score -1.527632e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -15280026.000000 Penalty: 5608.580566
	Iteration 8F: 3 clusters Score -1.528003e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -15282523.000000 Penalty: 5608.580566
	Iteration 9F: 3 clusters Score -1.528252e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -15283472.000000 Penalty: 5608.580566
	Iteration 10Q: 3 clusters Score -1.528347e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -15283744.000000 Penalty: 5608.580566
	Iteration 11Q: 3 clusters Score -1.528374e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -15283942.000000 Penalty: 5608.580566
	Iteration 12Q: 3 clusters Score -1.528394e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -15284086.000000 Penalty: 5608.580566
	Iteration 13Q: 3 clusters Score -1.528409e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -15284189.000000 Penalty: 5608.580566
	Iteration 14Q: 3 clusters Score -1.528419e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -15284315.000000 Penalty: 5608.580566
	Iteration 15Q: 3 clusters Score -1.528432e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -15284409.000000 Penalty: 5608.580566
	Iteration 16Q: 3 clusters Score -1.528441e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -15284439.000000 Penalty: 5608.580566
	Iteration 17Q: 3 clusters Score -1.528444e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -15284564.000000 Penalty: 5608.580566
	Iteration 18Q: 3 clusters Score -1.528456e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -15284656.000000 Penalty: 5608.580566
	Iteration 19Q: 3 clusters Score -1.528466e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -15284732.000000 Penalty: 5608.580566
	Iteration 20F: 3 clusters Score -1.528473e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -15284874.000000 Penalty: 5608.580566
	Iteration 21Q: 3 clusters Score -1.528487e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -15284905.000000 Penalty: 5608.580566
	Iteration 22Q: 3 clusters Score -1.52849e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -15284969.000000 Penalty: 5608.580566
	Iteration 23Q: 3 clusters Score -1.528497e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -15285014.000000 Penalty: 5608.580566
	Iteration 24Q: 3 clusters Score -1.528501e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -15285041.000000 Penalty: 5608.580566
	Iteration 25Q: 3 clusters Score -1.528504e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -15285088.000000 Penalty: 5608.580566
	Iteration 26Q: 3 clusters Score -1.528509e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -15285122.000000 Penalty: 5608.580566
	Iteration 27Q: 3 clusters Score -1.528512e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -15285175.000000 Penalty: 5608.580566
	Iteration 28Q: 3 clusters Score -1.528518e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -15285149.000000 Penalty: 5608.580566
	Iteration 29Q: 3 clusters Score -1.528515e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -15285207.000000 Penalty: 5608.580566
	Iteration 30Q: 3 clusters Score -1.528521e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -15285214.000000 Penalty: 5608.580566
	Iteration 31Q: 3 clusters Score -1.528521e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -15285175.000000 Penalty: 5608.580566
	Iteration 32Q: 3 clusters Score -1.528518e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -15285192.000000 Penalty: 5608.580566
	Iteration 33Q: 3 clusters Score -1.528519e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -15285184.000000 Penalty: 5608.580566
	Iteration 34Q: 3 clusters Score -1.528518e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -15285258.000000 Penalty: 5608.580566
	Iteration 35Q: 3 clusters Score -1.528526e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -15285242.000000 Penalty: 5608.580566
	Iteration 36Q: 3 clusters Score -1.528524e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -15285236.000000 Penalty: 5608.580566
	Iteration 37Q: 3 clusters Score -1.528524e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -15285241.000000 Penalty: 5608.580566
	Iteration 38Q: 3 clusters Score -1.528524e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -15285257.000000 Penalty: 5608.580566
	Iteration 39Q: 3 clusters Score -1.528526e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -15285318.000000 Penalty: 5608.580566
	Iteration 40F: 3 clusters Score -1.528532e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -15285357.000000 Penalty: 5608.580566
	Iteration 41Q: 3 clusters Score -1.528536e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -15285416.000000 Penalty: 5608.580566
	Iteration 42Q: 3 clusters Score -1.528542e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -15285445.000000 Penalty: 5608.580566
	Iteration 43Q: 3 clusters Score -1.528544e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -15285441.000000 Penalty: 5608.580566
	Iteration 44Q: 3 clusters Score -1.528544e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -15285449.000000 Penalty: 5608.580566
	Iteration 45Q: 3 clusters Score -1.528545e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -15285459.000000 Penalty: 5608.580566
	Iteration 46Q: 3 clusters Score -1.528546e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -15285488.000000 Penalty: 5608.580566
	Iteration 47Q: 3 clusters Score -1.528549e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -15285483.000000 Penalty: 5608.580566
	Iteration 48Q: 3 clusters Score -1.528548e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -15285501.000000 Penalty: 5608.580566
	Iteration 49Q: 3 clusters Score -1.52855e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -15285517.000000 Penalty: 5608.580566
	Iteration 50Q: 3 clusters Score -1.528552e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -15285528.000000 Penalty: 5608.580566
	Iteration 51Q: 3 clusters Score -1.528553e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -15285567.000000 Penalty: 5608.580566
	Iteration 52Q: 3 clusters Score -1.528557e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -15285567.000000 Penalty: 5608.580566
	Iteration 53Q: 3 clusters Score -1.528557e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -15285567.000000 Penalty: 5608.580566
	Iteration 54Q: 3 clusters Score -1.528557e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -15285604.000000 Penalty: 5608.580566
	Iteration 55Q: 3 clusters Score -1.52856e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -15285646.000000 Penalty: 5608.580566
	Iteration 56Q: 3 clusters Score -1.528565e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -15285674.000000 Penalty: 5608.580566
	Iteration 57Q: 3 clusters Score -1.528567e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -15285715.000000 Penalty: 5608.580566
	Iteration 58Q: 3 clusters Score -1.528572e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -15285750.000000 Penalty: 5608.580566
	Iteration 59Q: 3 clusters Score -1.528575e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -15285754.000000 Penalty: 5608.580566
	Iteration 60F: 3 clusters Score -1.528575e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -15285738.000000 Penalty: 5608.580566
	Iteration 61Q: 3 clusters Score -1.528574e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -15285752.000000 Penalty: 5608.580566
	Iteration 62Q: 3 clusters Score -1.528575e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -15285781.000000 Penalty: 5608.580566
	Iteration 63Q: 3 clusters Score -1.528578e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -15285732.000000 Penalty: 5608.580566
	Iteration 64Q: 3 clusters Score -1.528573e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -15285769.000000 Penalty: 5608.580566
	Iteration 65Q: 3 clusters Score -1.528577e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -15285801.000000 Penalty: 5608.580566
	Iteration 66Q: 3 clusters Score -1.52858e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -15285802.000000 Penalty: 5608.580566
	Iteration 67Q: 3 clusters Score -1.52858e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -15285843.000000 Penalty: 5608.580566
	Iteration 68Q: 3 clusters Score -1.528584e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -15285847.000000 Penalty: 5608.580566
	Iteration 69Q: 3 clusters Score -1.528585e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -15285866.000000 Penalty: 5608.580566
	Iteration 70Q: 3 clusters Score -1.528587e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -15285899.000000 Penalty: 5608.580566
	Iteration 71Q: 3 clusters Score -1.52859e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -15285899.000000 Penalty: 5608.580566
	Iteration 72Q: 3 clusters Score -1.52859e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -15285889.000000 Penalty: 5608.580566
	Iteration 73Q: 3 clusters Score -1.528589e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -15285880.000000 Penalty: 5608.580566
	Iteration 74Q: 3 clusters Score -1.528588e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -15285899.000000 Penalty: 5608.580566
	Iteration 75Q: 3 clusters Score -1.52859e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -15285911.000000 Penalty: 5608.580566
	Iteration 76Q: 3 clusters Score -1.528591e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -15285889.000000 Penalty: 5608.580566
	Iteration 77Q: 3 clusters Score -1.528589e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -15285890.000000 Penalty: 5608.580566
	Iteration 78Q: 3 clusters Score -1.528589e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -15285879.000000 Penalty: 5608.580566
	Iteration 79Q: 3 clusters Score -1.528588e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -15285905.000000 Penalty: 5608.580566
	Iteration 80F: 3 clusters Score -1.52859e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -15285873.000000 Penalty: 5608.580566
	Iteration 81Q: 3 clusters Score -1.528587e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -15285881.000000 Penalty: 5608.580566
	Iteration 82Q: 3 clusters Score -1.528588e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -15285873.000000 Penalty: 5608.580566
	Iteration 83Q: 3 clusters Score -1.528587e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -15285862.000000 Penalty: 5608.580566
	Iteration 84Q: 3 clusters Score -1.528586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -15285822.000000 Penalty: 5608.580566
	Iteration 85Q: 3 clusters Score -1.528582e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -15285804.000000 Penalty: 5608.580566
	Iteration 86Q: 3 clusters Score -1.52858e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -15285810.000000 Penalty: 5608.580566
	Iteration 87Q: 3 clusters Score -1.528581e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -15285840.000000 Penalty: 5608.580566
	Iteration 88Q: 3 clusters Score -1.528584e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -15285851.000000 Penalty: 5608.580566
	Iteration 89Q: 3 clusters Score -1.528585e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -15285840.000000 Penalty: 5608.580566
	Iteration 90Q: 3 clusters Score -1.528584e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -15285848.000000 Penalty: 5608.580566
	Iteration 91Q: 3 clusters Score -1.528585e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -15285853.000000 Penalty: 5608.580566
	Iteration 92Q: 3 clusters Score -1.528585e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -15285856.000000 Penalty: 5608.580566
	Iteration 93Q: 3 clusters Score -1.528586e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -15285848.000000 Penalty: 5608.580566
	Iteration 94Q: 3 clusters Score -1.528585e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -15285871.000000 Penalty: 5608.580566
	Iteration 95Q: 3 clusters Score -1.528587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -15285839.000000 Penalty: 5608.580566
	Iteration 96Q: 3 clusters Score -1.528584e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -15285858.000000 Penalty: 5608.580566
	Iteration 97Q: 3 clusters Score -1.528586e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -15285856.000000 Penalty: 5608.580566
	Iteration 98Q: 3 clusters Score -1.528586e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -15285855.000000 Penalty: 5608.580566
	Iteration 99Q: 3 clusters Score -1.528586e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -15285847.000000 Penalty: 5608.580566
	Iteration 100F: 3 clusters Score -1.528585e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -15285847.000000 Penalty: 5608.580566
	Iteration 101Q: 3 clusters Score -1.528585e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -15285836.000000 Penalty: 5608.580566
	Iteration 102Q: 3 clusters Score -1.528584e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -15285841.000000 Penalty: 5608.580566
	Iteration 103Q: 3 clusters Score -1.528584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -15285852.000000 Penalty: 5608.580566
	Iteration 104Q: 3 clusters Score -1.528585e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -15285865.000000 Penalty: 5608.580566
	Iteration 105Q: 3 clusters Score -1.528586e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -15285851.000000 Penalty: 5608.580566
	Iteration 106Q: 3 clusters Score -1.528585e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -15285868.000000 Penalty: 5608.580566
	Iteration 107Q: 3 clusters Score -1.528587e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -15285892.000000 Penalty: 5608.580566
	Iteration 108Q: 3 clusters Score -1.528589e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -15285881.000000 Penalty: 5608.580566
	Iteration 109Q: 3 clusters Score -1.528588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -15285894.000000 Penalty: 5608.580566
	Iteration 110Q: 3 clusters Score -1.528589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -15285875.000000 Penalty: 5608.580566
	Iteration 111Q: 3 clusters Score -1.528588e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -15285887.000000 Penalty: 5608.580566
	Iteration 112Q: 3 clusters Score -1.528589e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -15285877.000000 Penalty: 5608.580566
	Iteration 113Q: 3 clusters Score -1.528588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -15285874.000000 Penalty: 5608.580566
	Iteration 114Q: 3 clusters Score -1.528587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -15285872.000000 Penalty: 5608.580566
	Iteration 115Q: 3 clusters Score -1.528587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -15285875.000000 Penalty: 5608.580566
	Iteration 116Q: 3 clusters Score -1.528588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -15285883.000000 Penalty: 5608.580566
	Iteration 117Q: 3 clusters Score -1.528588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -15285863.000000 Penalty: 5608.580566
	Iteration 118Q: 3 clusters Score -1.528586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -15285855.000000 Penalty: 5608.580566
	Iteration 119Q: 3 clusters Score -1.528586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -15285856.000000 Penalty: 5608.580566
	Iteration 120F: 3 clusters Score -1.528586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -15285850.000000 Penalty: 5608.580566
	Iteration 121Q: 3 clusters Score -1.528585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -15285869.000000 Penalty: 5608.580566
	Iteration 122Q: 3 clusters Score -1.528587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -15285862.000000 Penalty: 5608.580566
	Iteration 123Q: 3 clusters Score -1.528586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -15285854.000000 Penalty: 5608.580566
	Iteration 124Q: 3 clusters Score -1.528585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -15285848.000000 Penalty: 5608.580566
	Iteration 125Q: 3 clusters Score -1.528585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -15285855.000000 Penalty: 5608.580566
	Iteration 126Q: 3 clusters Score -1.528586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -15285864.000000 Penalty: 5608.580566
	Iteration 127Q: 3 clusters Score -1.528586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -15285869.000000 Penalty: 5608.580566
	Iteration 128Q: 3 clusters Score -1.528587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -15285861.000000 Penalty: 5608.580566
	Iteration 129Q: 3 clusters Score -1.528586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -15285861.000000 Penalty: 5608.580566
	Iteration 130Q: 3 clusters Score -1.528586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -15285860.000000 Penalty: 5608.580566
	Iteration 131Q: 3 clusters Score -1.528586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -15285848.000000 Penalty: 5608.580566
	Iteration 132Q: 3 clusters Score -1.528585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -15285860.000000 Penalty: 5608.580566
	Iteration 133Q: 3 clusters Score -1.528586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -15285864.000000 Penalty: 5608.580566
	Iteration 134Q: 3 clusters Score -1.528586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -15285860.000000 Penalty: 5608.580566
	Iteration 135Q: 3 clusters Score -1.528586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -15285856.000000 Penalty: 5608.580566
	Iteration 136Q: 3 clusters Score -1.528586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -15285859.000000 Penalty: 5608.580566
	Iteration 137Q: 3 clusters Score -1.528586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -15285862.000000 Penalty: 5608.580566
	Iteration 138Q: 3 clusters Score -1.528586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -15285851.000000 Penalty: 5608.580566
	Iteration 139Q: 3 clusters Score -1.528585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -15285864.000000 Penalty: 5608.580566
	Iteration 140F: 3 clusters Score -1.528586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -15285859.000000 Penalty: 5608.580566
	Iteration 141Q: 3 clusters Score -1.528586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -15285858.000000 Penalty: 5608.580566
	Iteration 142Q: 3 clusters Score -1.528586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -15285854.000000 Penalty: 5608.580566
	Iteration 143Q: 3 clusters Score -1.528585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -15285849.000000 Penalty: 5608.580566
	Iteration 144Q: 3 clusters Score -1.528585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -15285854.000000 Penalty: 5608.580566
	Iteration 145Q: 3 clusters Score -1.528585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -15285856.000000 Penalty: 5608.580566
	Iteration 146Q: 3 clusters Score -1.528586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -15285856.000000 Penalty: 5608.580566
	Iteration 147Q: 3 clusters Score -1.528586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -15285852.000000 Penalty: 5608.580566
	Iteration 148Q: 3 clusters Score -1.528585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -15285852.000000 Penalty: 5608.580566
	Iteration 149Q: 3 clusters Score -1.528585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -15285865.000000 Penalty: 5608.580566
	Iteration 150Q: 3 clusters Score -1.528586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -15285848.000000 Penalty: 5608.580566
	Iteration 151Q: 3 clusters Score -1.528585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -15285872.000000 Penalty: 5608.580566
	Iteration 152Q: 3 clusters Score -1.528587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -15285872.000000 Penalty: 5608.580566
	Iteration 153Q: 3 clusters Score -1.528587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -15285878.000000 Penalty: 5608.580566
	Iteration 154Q: 3 clusters Score -1.528588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -15285878.000000 Penalty: 5608.580566
	Iteration 155Q: 3 clusters Score -1.528588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -15285884.000000 Penalty: 5608.580566
	Iteration 156Q: 3 clusters Score -1.528588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -15285874.000000 Penalty: 5608.580566
	Iteration 157Q: 3 clusters Score -1.528587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -15285873.000000 Penalty: 5608.580566
	Iteration 158Q: 3 clusters Score -1.528587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -15285879.000000 Penalty: 5608.580566
	Iteration 159Q: 3 clusters Score -1.528588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -15285884.000000 Penalty: 5608.580566
	Iteration 160F: 3 clusters Score -1.528588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -15285877.000000 Penalty: 5608.580566
	Iteration 161Q: 3 clusters Score -1.528588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -15285883.000000 Penalty: 5608.580566
	Iteration 162Q: 3 clusters Score -1.528588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -15285879.000000 Penalty: 5608.580566
	Iteration 163Q: 3 clusters Score -1.528588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -15285882.000000 Penalty: 5608.580566
	Iteration 164Q: 3 clusters Score -1.528588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -15285887.000000 Penalty: 5608.580566
	Iteration 165Q: 3 clusters Score -1.528589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -15285889.000000 Penalty: 5608.580566
	Iteration 166Q: 3 clusters Score -1.528589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -15285887.000000 Penalty: 5608.580566
	Iteration 167Q: 3 clusters Score -1.528589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -15285893.000000 Penalty: 5608.580566
	Iteration 168Q: 3 clusters Score -1.528589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -15285893.000000 Penalty: 5608.580566
	Iteration 169F: 3 clusters Score -1.528589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 62189 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 53250 members 
Mstep: Class 8 contains 58405 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 71087 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 76398 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58502 members 
Mstep: Class 23 contains 73769 members 
Entering Unmasked Estep 
Score: -110012976.000000 Penalty: 56110.914062
Splitting cluster 1 changes total score from -109987416.000000 to -110012976.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (62189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Entering Unmasked Estep 
Score: -11578674.000000 Penalty: 2737.407471
	Iteration 0F: 2 clusters Score -1.157867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -11549849.000000 Penalty: 5474.814941
	Iteration 0F: 3 clusters Score -1.154985e+07 nChanged 28744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -11565846.000000 Penalty: 5474.814941
	Iteration 1F: 3 clusters Score -1.156585e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -11566630.000000 Penalty: 5474.814941
	Iteration 2Q: 3 clusters Score -1.156663e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -11567671.000000 Penalty: 5474.814941
	Iteration 3Q: 3 clusters Score -1.156767e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -11569062.000000 Penalty: 5474.814941
	Iteration 4Q: 3 clusters Score -1.156906e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -11570689.000000 Penalty: 5474.814941
	Iteration 5F: 3 clusters Score -1.157069e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -11572859.000000 Penalty: 5474.814941
	Iteration 6F: 3 clusters Score -1.157286e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -11575456.000000 Penalty: 5474.814941
	Iteration 7F: 3 clusters Score -1.157546e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -11578088.000000 Penalty: 5474.814941
	Iteration 8F: 3 clusters Score -1.157809e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -11580007.000000 Penalty: 5474.814941
	Iteration 9F: 3 clusters Score -1.158001e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -11581286.000000 Penalty: 5474.814941
	Iteration 10Q: 3 clusters Score -1.158129e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -11581798.000000 Penalty: 5474.814941
	Iteration 11Q: 3 clusters Score -1.15818e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -11581901.000000 Penalty: 5474.814941
	Iteration 12Q: 3 clusters Score -1.15819e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -11581917.000000 Penalty: 5474.814941
	Iteration 13Q: 3 clusters Score -1.158192e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -11581820.000000 Penalty: 5474.814941
	Iteration 14Q: 3 clusters Score -1.158182e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -11581700.000000 Penalty: 5474.814941
	Iteration 15Q: 3 clusters Score -1.15817e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -11581651.000000 Penalty: 5474.814941
	Iteration 16Q: 3 clusters Score -1.158165e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -11581655.000000 Penalty: 5474.814941
	Iteration 17Q: 3 clusters Score -1.158166e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -11581660.000000 Penalty: 5474.814941
	Iteration 18Q: 3 clusters Score -1.158166e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -11581680.000000 Penalty: 5474.814941
	Iteration 19Q: 3 clusters Score -1.158168e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -11581704.000000 Penalty: 5474.814941
	Iteration 20F: 3 clusters Score -1.15817e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -11581737.000000 Penalty: 5474.814941
	Iteration 21Q: 3 clusters Score -1.158174e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -11581753.000000 Penalty: 5474.814941
	Iteration 22Q: 3 clusters Score -1.158175e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -11581778.000000 Penalty: 5474.814941
	Iteration 23Q: 3 clusters Score -1.158178e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -11581840.000000 Penalty: 5474.814941
	Iteration 24Q: 3 clusters Score -1.158184e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -11581943.000000 Penalty: 5474.814941
	Iteration 25Q: 3 clusters Score -1.158194e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -11582017.000000 Penalty: 5474.814941
	Iteration 26Q: 3 clusters Score -1.158202e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -11582127.000000 Penalty: 5474.814941
	Iteration 27Q: 3 clusters Score -1.158213e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -11582260.000000 Penalty: 5474.814941
	Iteration 28Q: 3 clusters Score -1.158226e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -11582387.000000 Penalty: 5474.814941
	Iteration 29Q: 3 clusters Score -1.158239e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -11582506.000000 Penalty: 5474.814941
	Iteration 30Q: 3 clusters Score -1.158251e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -11582643.000000 Penalty: 5474.814941
	Iteration 31Q: 3 clusters Score -1.158264e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -11582721.000000 Penalty: 5474.814941
	Iteration 32Q: 3 clusters Score -1.158272e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -11582816.000000 Penalty: 5474.814941
	Iteration 33Q: 3 clusters Score -1.158282e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -11582878.000000 Penalty: 5474.814941
	Iteration 34Q: 3 clusters Score -1.158288e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -11582958.000000 Penalty: 5474.814941
	Iteration 35Q: 3 clusters Score -1.158296e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -11583068.000000 Penalty: 5474.814941
	Iteration 36Q: 3 clusters Score -1.158307e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -11583117.000000 Penalty: 5474.814941
	Iteration 37Q: 3 clusters Score -1.158312e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -11583170.000000 Penalty: 5474.814941
	Iteration 38Q: 3 clusters Score -1.158317e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -11583231.000000 Penalty: 5474.814941
	Iteration 39Q: 3 clusters Score -1.158323e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -11583247.000000 Penalty: 5474.814941
	Iteration 40F: 3 clusters Score -1.158325e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -11583315.000000 Penalty: 5474.814941
	Iteration 41Q: 3 clusters Score -1.158332e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -11583372.000000 Penalty: 5474.814941
	Iteration 42Q: 3 clusters Score -1.158337e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -11583446.000000 Penalty: 5474.814941
	Iteration 43Q: 3 clusters Score -1.158345e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -11583463.000000 Penalty: 5474.814941
	Iteration 44Q: 3 clusters Score -1.158346e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -11583514.000000 Penalty: 5474.814941
	Iteration 45Q: 3 clusters Score -1.158351e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -11583545.000000 Penalty: 5474.814941
	Iteration 46Q: 3 clusters Score -1.158354e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -11583560.000000 Penalty: 5474.814941
	Iteration 47Q: 3 clusters Score -1.158356e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -11583572.000000 Penalty: 5474.814941
	Iteration 48Q: 3 clusters Score -1.158357e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -11583592.000000 Penalty: 5474.814941
	Iteration 49Q: 3 clusters Score -1.158359e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -11583633.000000 Penalty: 5474.814941
	Iteration 50Q: 3 clusters Score -1.158363e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -11583625.000000 Penalty: 5474.814941
	Iteration 51Q: 3 clusters Score -1.158362e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -11583669.000000 Penalty: 5474.814941
	Iteration 52Q: 3 clusters Score -1.158367e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -11583670.000000 Penalty: 5474.814941
	Iteration 53Q: 3 clusters Score -1.158367e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -11583702.000000 Penalty: 5474.814941
	Iteration 54Q: 3 clusters Score -1.15837e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -11583686.000000 Penalty: 5474.814941
	Iteration 55Q: 3 clusters Score -1.158369e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -11583706.000000 Penalty: 5474.814941
	Iteration 56Q: 3 clusters Score -1.158371e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -11583708.000000 Penalty: 5474.814941
	Iteration 57Q: 3 clusters Score -1.158371e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -11583715.000000 Penalty: 5474.814941
	Iteration 58Q: 3 clusters Score -1.158372e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -11583716.000000 Penalty: 5474.814941
	Iteration 59Q: 3 clusters Score -1.158372e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -11583737.000000 Penalty: 5474.814941
	Iteration 60F: 3 clusters Score -1.158374e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -11583758.000000 Penalty: 5474.814941
	Iteration 61Q: 3 clusters Score -1.158376e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -11583754.000000 Penalty: 5474.814941
	Iteration 62Q: 3 clusters Score -1.158375e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -11583773.000000 Penalty: 5474.814941
	Iteration 63Q: 3 clusters Score -1.158377e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -11583757.000000 Penalty: 5474.814941
	Iteration 64Q: 3 clusters Score -1.158376e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -11583771.000000 Penalty: 5474.814941
	Iteration 65Q: 3 clusters Score -1.158377e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -11583780.000000 Penalty: 5474.814941
	Iteration 66Q: 3 clusters Score -1.158378e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -11583781.000000 Penalty: 5474.814941
	Iteration 67Q: 3 clusters Score -1.158378e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -11583778.000000 Penalty: 5474.814941
	Iteration 68Q: 3 clusters Score -1.158378e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -11583755.000000 Penalty: 5474.814941
	Iteration 69Q: 3 clusters Score -1.158376e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -11583777.000000 Penalty: 5474.814941
	Iteration 70Q: 3 clusters Score -1.158378e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -11583779.000000 Penalty: 5474.814941
	Iteration 71Q: 3 clusters Score -1.158378e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -11583771.000000 Penalty: 5474.814941
	Iteration 72Q: 3 clusters Score -1.158377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -11583779.000000 Penalty: 5474.814941
	Iteration 73Q: 3 clusters Score -1.158378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -11583786.000000 Penalty: 5474.814941
	Iteration 74Q: 3 clusters Score -1.158379e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -11583802.000000 Penalty: 5474.814941
	Iteration 75Q: 3 clusters Score -1.15838e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -11583802.000000 Penalty: 5474.814941
	Iteration 76Q: 3 clusters Score -1.15838e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -11583806.000000 Penalty: 5474.814941
	Iteration 77Q: 3 clusters Score -1.158381e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.158379e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.158379e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -11583803.000000 Penalty: 5474.814941
	Iteration 80F: 3 clusters Score -1.15838e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.15838e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -11583810.000000 Penalty: 5474.814941
	Iteration 82Q: 3 clusters Score -1.158381e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.158382e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -11583832.000000 Penalty: 5474.814941
	Iteration 84Q: 3 clusters Score -1.158383e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -11583837.000000 Penalty: 5474.814941
	Iteration 85Q: 3 clusters Score -1.158384e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -11583838.000000 Penalty: 5474.814941
	Iteration 86Q: 3 clusters Score -1.158384e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -11583851.000000 Penalty: 5474.814941
	Iteration 87Q: 3 clusters Score -1.158385e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -11583867.000000 Penalty: 5474.814941
	Iteration 88Q: 3 clusters Score -1.158387e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.158388e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -11583898.000000 Penalty: 5474.814941
	Iteration 90Q: 3 clusters Score -1.15839e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -11583916.000000 Penalty: 5474.814941
	Iteration 91Q: 3 clusters Score -1.158392e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -11583929.000000 Penalty: 5474.814941
	Iteration 92Q: 3 clusters Score -1.158393e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -11583928.000000 Penalty: 5474.814941
	Iteration 93Q: 3 clusters Score -1.158393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -11583945.000000 Penalty: 5474.814941
	Iteration 94Q: 3 clusters Score -1.158394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -11583965.000000 Penalty: 5474.814941
	Iteration 95Q: 3 clusters Score -1.158396e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -11583964.000000 Penalty: 5474.814941
	Iteration 96Q: 3 clusters Score -1.158396e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.158398e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.158398e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.158398e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -11583972.000000 Penalty: 5474.814941
	Iteration 100F: 3 clusters Score -1.158397e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.158399e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -11583974.000000 Penalty: 5474.814941
	Iteration 102Q: 3 clusters Score -1.158397e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -11583980.000000 Penalty: 5474.814941
	Iteration 103Q: 3 clusters Score -1.158398e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -11583981.000000 Penalty: 5474.814941
	Iteration 104Q: 3 clusters Score -1.158398e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -11583966.000000 Penalty: 5474.814941
	Iteration 105Q: 3 clusters Score -1.158397e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -11583964.000000 Penalty: 5474.814941
	Iteration 106Q: 3 clusters Score -1.158396e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -11583990.000000 Penalty: 5474.814941
	Iteration 107Q: 3 clusters Score -1.158399e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -11583988.000000 Penalty: 5474.814941
	Iteration 108Q: 3 clusters Score -1.158399e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.158398e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.158398e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.158398e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -11583983.000000 Penalty: 5474.814941
	Iteration 112Q: 3 clusters Score -1.158398e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.158398e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.158398e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.1584e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.158399e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.158398e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.158397e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.158398e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -11583975.000000 Penalty: 5474.814941
	Iteration 120F: 3 clusters Score -1.158398e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -11583973.000000 Penalty: 5474.814941
	Iteration 121Q: 3 clusters Score -1.158397e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.158397e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -11583972.000000 Penalty: 5474.814941
	Iteration 123Q: 3 clusters Score -1.158397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -11583976.000000 Penalty: 5474.814941
	Iteration 124Q: 3 clusters Score -1.158398e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.158399e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.1584e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.158399e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.158399e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -11583987.000000 Penalty: 5474.814941
	Iteration 129Q: 3 clusters Score -1.158399e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -11583989.000000 Penalty: 5474.814941
	Iteration 130Q: 3 clusters Score -1.158399e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.158398e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -11583986.000000 Penalty: 5474.814941
	Iteration 132Q: 3 clusters Score -1.158399e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -11584007.000000 Penalty: 5474.814941
	Iteration 133Q: 3 clusters Score -1.158401e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.158399e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.158399e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -11583987.000000 Penalty: 5474.814941
	Iteration 136Q: 3 clusters Score -1.158399e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.1584e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -11584006.000000 Penalty: 5474.814941
	Iteration 138Q: 3 clusters Score -1.158401e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -11583991.000000 Penalty: 5474.814941
	Iteration 139Q: 3 clusters Score -1.158399e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -11583990.000000 Penalty: 5474.814941
	Iteration 140F: 3 clusters Score -1.158399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -11583988.000000 Penalty: 5474.814941
	Iteration 141Q: 3 clusters Score -1.158399e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -11583983.000000 Penalty: 5474.814941
	Iteration 142Q: 3 clusters Score -1.158398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -11583994.000000 Penalty: 5474.814941
	Iteration 143Q: 3 clusters Score -1.158399e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -11583991.000000 Penalty: 5474.814941
	Iteration 144Q: 3 clusters Score -1.158399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -11583990.000000 Penalty: 5474.814941
	Iteration 145Q: 3 clusters Score -1.158399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -11583994.000000 Penalty: 5474.814941
	Iteration 146Q: 3 clusters Score -1.158399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -11584004.000000 Penalty: 5474.814941
	Iteration 147Q: 3 clusters Score -1.1584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -11583998.000000 Penalty: 5474.814941
	Iteration 148Q: 3 clusters Score -1.1584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -11583983.000000 Penalty: 5474.814941
	Iteration 149Q: 3 clusters Score -1.158398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -11583992.000000 Penalty: 5474.814941
	Iteration 150Q: 3 clusters Score -1.158399e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -11583982.000000 Penalty: 5474.814941
	Iteration 151Q: 3 clusters Score -1.158398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -11583974.000000 Penalty: 5474.814941
	Iteration 152Q: 3 clusters Score -1.158397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -11583979.000000 Penalty: 5474.814941
	Iteration 153Q: 3 clusters Score -1.158398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -11583966.000000 Penalty: 5474.814941
	Iteration 154Q: 3 clusters Score -1.158397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -11583971.000000 Penalty: 5474.814941
	Iteration 155Q: 3 clusters Score -1.158397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -11583989.000000 Penalty: 5474.814941
	Iteration 156Q: 3 clusters Score -1.158399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -11583985.000000 Penalty: 5474.814941
	Iteration 157Q: 3 clusters Score -1.158398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -11583978.000000 Penalty: 5474.814941
	Iteration 158Q: 3 clusters Score -1.158398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -11583991.000000 Penalty: 5474.814941
	Iteration 159Q: 3 clusters Score -1.158399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -11583994.000000 Penalty: 5474.814941
	Iteration 160F: 3 clusters Score -1.158399e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -11583999.000000 Penalty: 5474.814941
	Iteration 161Q: 3 clusters Score -1.1584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -11584003.000000 Penalty: 5474.814941
	Iteration 162Q: 3 clusters Score -1.1584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -11584000.000000 Penalty: 5474.814941
	Iteration 163Q: 3 clusters Score -1.1584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -11583992.000000 Penalty: 5474.814941
	Iteration 164Q: 3 clusters Score -1.158399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -11583995.000000 Penalty: 5474.814941
	Iteration 165Q: 3 clusters Score -1.1584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -11583998.000000 Penalty: 5474.814941
	Iteration 166Q: 3 clusters Score -1.1584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -11584001.000000 Penalty: 5474.814941
	Iteration 167Q: 3 clusters Score -1.1584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -11584005.000000 Penalty: 5474.814941
	Iteration 168Q: 3 clusters Score -1.1584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -11583994.000000 Penalty: 5474.814941
	Iteration 169Q: 3 clusters Score -1.158399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -11583985.000000 Penalty: 5474.814941
	Iteration 170Q: 3 clusters Score -1.158398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -11583978.000000 Penalty: 5474.814941
	Iteration 171Q: 3 clusters Score -1.158398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -11583983.000000 Penalty: 5474.814941
	Iteration 172Q: 3 clusters Score -1.158398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -11583976.000000 Penalty: 5474.814941
	Iteration 173Q: 3 clusters Score -1.158398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -11583970.000000 Penalty: 5474.814941
	Iteration 174Q: 3 clusters Score -1.158397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -11583968.000000 Penalty: 5474.814941
	Iteration 175Q: 3 clusters Score -1.158397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -11583979.000000 Penalty: 5474.814941
	Iteration 176Q: 3 clusters Score -1.158398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -11583982.000000 Penalty: 5474.814941
	Iteration 177Q: 3 clusters Score -1.158398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -11583986.000000 Penalty: 5474.814941
	Iteration 178Q: 3 clusters Score -1.158399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -11583981.000000 Penalty: 5474.814941
	Iteration 179Q: 3 clusters Score -1.158398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -11583987.000000 Penalty: 5474.814941
	Iteration 180F: 3 clusters Score -1.158399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 53250 members 
Mstep: Class 8 contains 58405 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 71087 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 76398 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58502 members 
Mstep: Class 23 contains 73769 members 
Entering Unmasked Estep 
Score: -110017416.000000 Penalty: 59411.554688
Splitting cluster 2 changes total score from -109987416.000000 to -110017416.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -64564.398438 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -64564.4 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 201 members 
Entering Unmasked Estep 
Score: -63242.046875 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -63242.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63436.851562 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -63436.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63512.171875 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -63512.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -63554.804688 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -63554.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63573.398438 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -63573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63585.730469 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -63585.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -63624.945312 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -63624.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -63624.945312 Penalty: 2988.829590
	Iteration 7F: 3 clusters Score -63624.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -52410.054688 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -52410.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51089.437500 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -51089.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51227.835938 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -51227.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51257.109375 Penalty: 2840.516357
	Iteration 2Q: 3 clusters Score -51257.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51263.480469 Penalty: 2840.516357
	Iteration 3Q: 3 clusters Score -51263.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51270.035156 Penalty: 2840.516357
	Iteration 4Q: 3 clusters Score -51270.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51272.988281 Penalty: 2840.516357
	Iteration 5Q: 3 clusters Score -51272.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51272.988281 Penalty: 2840.516357
	Iteration 6F: 3 clusters Score -51272.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Entering Unmasked Estep 
Score: -9628667.000000 Penalty: 2698.922852
	Iteration 0F: 2 clusters Score -9628667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -9592774.000000 Penalty: 5397.845703
	Iteration 0F: 3 clusters Score -9592774 nChanged 24747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -9606545.000000 Penalty: 5397.845703
	Iteration 1F: 3 clusters Score -9606545 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -9607047.000000 Penalty: 5397.845703
	Iteration 2Q: 3 clusters Score -9607047 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -9607514.000000 Penalty: 5397.845703
	Iteration 3Q: 3 clusters Score -9607514 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -9608101.000000 Penalty: 5397.845703
	Iteration 4Q: 3 clusters Score -9608101 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -9608868.000000 Penalty: 5397.845703
	Iteration 5Q: 3 clusters Score -9608868 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -9609921.000000 Penalty: 5397.845703
	Iteration 6Q: 3 clusters Score -9609921 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -9611748.000000 Penalty: 5397.845703
	Iteration 7F: 3 clusters Score -9611748 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -9614659.000000 Penalty: 5397.845703
	Iteration 8F: 3 clusters Score -9614659 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -9618433.000000 Penalty: 5397.845703
	Iteration 9F: 3 clusters Score -9618433 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -9622550.000000 Penalty: 5397.845703
	Iteration 10F: 3 clusters Score -9622550 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -9625458.000000 Penalty: 5397.845703
	Iteration 11F: 3 clusters Score -9625458 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -9627135.000000 Penalty: 5397.845703
	Iteration 12Q: 3 clusters Score -9627135 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -9628029.000000 Penalty: 5397.845703
	Iteration 13Q: 3 clusters Score -9628029 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -9628404.000000 Penalty: 5397.845703
	Iteration 14Q: 3 clusters Score -9628404 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -9628566.000000 Penalty: 5397.845703
	Iteration 15Q: 3 clusters Score -9628566 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -9628611.000000 Penalty: 5397.845703
	Iteration 16Q: 3 clusters Score -9628611 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -9628655.000000 Penalty: 5397.845703
	Iteration 17Q: 3 clusters Score -9628655 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -9628657.000000 Penalty: 5397.845703
	Iteration 18Q: 3 clusters Score -9628657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -9628656.000000 Penalty: 5397.845703
	Iteration 19Q: 3 clusters Score -9628656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -9628676.000000 Penalty: 5397.845703
	Iteration 20F: 3 clusters Score -9628676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -9628675.000000 Penalty: 5397.845703
	Iteration 21Q: 3 clusters Score -9628675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -9628673.000000 Penalty: 5397.845703
	Iteration 22Q: 3 clusters Score -9628673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -9628687.000000 Penalty: 5397.845703
	Iteration 23Q: 3 clusters Score -9628687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -9628682.000000 Penalty: 5397.845703
	Iteration 24Q: 3 clusters Score -9628682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -9628680.000000 Penalty: 5397.845703
	Iteration 25Q: 3 clusters Score -9628680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -9628679.000000 Penalty: 5397.845703
	Iteration 26Q: 3 clusters Score -9628679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -9628676.000000 Penalty: 5397.845703
	Iteration 27Q: 3 clusters Score -9628676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -9628680.000000 Penalty: 5397.845703
	Iteration 28Q: 3 clusters Score -9628680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -9628688.000000 Penalty: 5397.845703
	Iteration 29Q: 3 clusters Score -9628688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -9628690.000000 Penalty: 5397.845703
	Iteration 30Q: 3 clusters Score -9628690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -9628686.000000 Penalty: 5397.845703
	Iteration 31Q: 3 clusters Score -9628686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -9628682.000000 Penalty: 5397.845703
	Iteration 32Q: 3 clusters Score -9628682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -9628679.000000 Penalty: 5397.845703
	Iteration 33Q: 3 clusters Score -9628679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -9628678.000000 Penalty: 5397.845703
	Iteration 34Q: 3 clusters Score -9628678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -9628679.000000 Penalty: 5397.845703
	Iteration 35Q: 3 clusters Score -9628679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -9628687.000000 Penalty: 5397.845703
	Iteration 36Q: 3 clusters Score -9628687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -9628675.000000 Penalty: 5397.845703
	Iteration 37Q: 3 clusters Score -9628675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -9628672.000000 Penalty: 5397.845703
	Iteration 38Q: 3 clusters Score -9628672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -9628674.000000 Penalty: 5397.845703
	Iteration 39Q: 3 clusters Score -9628674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -9628671.000000 Penalty: 5397.845703
	Iteration 40F: 3 clusters Score -9628671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -9628674.000000 Penalty: 5397.845703
	Iteration 41Q: 3 clusters Score -9628674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -9628674.000000 Penalty: 5397.845703
	Iteration 42F: 3 clusters Score -9628674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 58405 members 
Mstep: Class 9 contains 49938 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 71087 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 76398 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58502 members 
Mstep: Class 23 contains 73769 members 
Entering Unmasked Estep 
Score: -110016608.000000 Penalty: 62712.195312
Splitting cluster 7 changes total score from -109987416.000000 to -110016608.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (58405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Entering Unmasked Estep 
Score: -10823637.000000 Penalty: 2721.838867
	Iteration 0F: 2 clusters Score -1.082364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -10793755.000000 Penalty: 5443.677734
	Iteration 0F: 3 clusters Score -1.079376e+07 nChanged 27109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -10808725.000000 Penalty: 5443.677734
	Iteration 1F: 3 clusters Score -1.080872e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -10809240.000000 Penalty: 5443.677734
	Iteration 2Q: 3 clusters Score -1.080924e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -10809801.000000 Penalty: 5443.677734
	Iteration 3Q: 3 clusters Score -1.08098e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -10810409.000000 Penalty: 5443.677734
	Iteration 4Q: 3 clusters Score -1.081041e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -10811049.000000 Penalty: 5443.677734
	Iteration 5Q: 3 clusters Score -1.081105e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -10811840.000000 Penalty: 5443.677734
	Iteration 6Q: 3 clusters Score -1.081184e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -10813044.000000 Penalty: 5443.677734
	Iteration 7Q: 3 clusters Score -1.081304e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -10814841.000000 Penalty: 5443.677734
	Iteration 8Q: 3 clusters Score -1.081484e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -10817158.000000 Penalty: 5443.677734
	Iteration 9F: 3 clusters Score -1.081716e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -10819763.000000 Penalty: 5443.677734
	Iteration 10F: 3 clusters Score -1.081976e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -10821544.000000 Penalty: 5443.677734
	Iteration 11F: 3 clusters Score -1.082154e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -10822595.000000 Penalty: 5443.677734
	Iteration 12Q: 3 clusters Score -1.08226e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -10823115.000000 Penalty: 5443.677734
	Iteration 13Q: 3 clusters Score -1.082312e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -10823466.000000 Penalty: 5443.677734
	Iteration 14Q: 3 clusters Score -1.082347e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -10823723.000000 Penalty: 5443.677734
	Iteration 15Q: 3 clusters Score -1.082372e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -10823923.000000 Penalty: 5443.677734
	Iteration 16Q: 3 clusters Score -1.082392e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -10824135.000000 Penalty: 5443.677734
	Iteration 17Q: 3 clusters Score -1.082414e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -10824290.000000 Penalty: 5443.677734
	Iteration 18Q: 3 clusters Score -1.082429e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -10824511.000000 Penalty: 5443.677734
	Iteration 19Q: 3 clusters Score -1.082451e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -10824696.000000 Penalty: 5443.677734
	Iteration 20F: 3 clusters Score -1.08247e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -10824820.000000 Penalty: 5443.677734
	Iteration 21Q: 3 clusters Score -1.082482e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -10824868.000000 Penalty: 5443.677734
	Iteration 22Q: 3 clusters Score -1.082487e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -10824867.000000 Penalty: 5443.677734
	Iteration 23Q: 3 clusters Score -1.082487e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -10824939.000000 Penalty: 5443.677734
	Iteration 24Q: 3 clusters Score -1.082494e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -10824974.000000 Penalty: 5443.677734
	Iteration 25Q: 3 clusters Score -1.082497e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -10824957.000000 Penalty: 5443.677734
	Iteration 26Q: 3 clusters Score -1.082496e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -10824939.000000 Penalty: 5443.677734
	Iteration 27Q: 3 clusters Score -1.082494e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -10824964.000000 Penalty: 5443.677734
	Iteration 28Q: 3 clusters Score -1.082496e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -10824948.000000 Penalty: 5443.677734
	Iteration 29Q: 3 clusters Score -1.082495e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -10824890.000000 Penalty: 5443.677734
	Iteration 30Q: 3 clusters Score -1.082489e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -10824881.000000 Penalty: 5443.677734
	Iteration 31Q: 3 clusters Score -1.082488e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -10824883.000000 Penalty: 5443.677734
	Iteration 32Q: 3 clusters Score -1.082488e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -10824900.000000 Penalty: 5443.677734
	Iteration 33Q: 3 clusters Score -1.08249e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -10824912.000000 Penalty: 5443.677734
	Iteration 34Q: 3 clusters Score -1.082491e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -10824900.000000 Penalty: 5443.677734
	Iteration 35Q: 3 clusters Score -1.08249e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -10824899.000000 Penalty: 5443.677734
	Iteration 36Q: 3 clusters Score -1.08249e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -10824932.000000 Penalty: 5443.677734
	Iteration 37Q: 3 clusters Score -1.082493e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -10824985.000000 Penalty: 5443.677734
	Iteration 38Q: 3 clusters Score -1.082498e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -10824991.000000 Penalty: 5443.677734
	Iteration 39Q: 3 clusters Score -1.082499e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -10825043.000000 Penalty: 5443.677734
	Iteration 40F: 3 clusters Score -1.082504e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -10825024.000000 Penalty: 5443.677734
	Iteration 41Q: 3 clusters Score -1.082502e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -10825059.000000 Penalty: 5443.677734
	Iteration 42Q: 3 clusters Score -1.082506e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -10825059.000000 Penalty: 5443.677734
	Iteration 43Q: 3 clusters Score -1.082506e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -10825089.000000 Penalty: 5443.677734
	Iteration 44Q: 3 clusters Score -1.082509e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -10825108.000000 Penalty: 5443.677734
	Iteration 45Q: 3 clusters Score -1.082511e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -10825139.000000 Penalty: 5443.677734
	Iteration 46Q: 3 clusters Score -1.082514e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -10825189.000000 Penalty: 5443.677734
	Iteration 47Q: 3 clusters Score -1.082519e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -10825230.000000 Penalty: 5443.677734
	Iteration 48Q: 3 clusters Score -1.082523e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -10825271.000000 Penalty: 5443.677734
	Iteration 49Q: 3 clusters Score -1.082527e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -10825290.000000 Penalty: 5443.677734
	Iteration 50Q: 3 clusters Score -1.082529e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -10825353.000000 Penalty: 5443.677734
	Iteration 51Q: 3 clusters Score -1.082535e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -10825398.000000 Penalty: 5443.677734
	Iteration 52Q: 3 clusters Score -1.08254e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -10825390.000000 Penalty: 5443.677734
	Iteration 53Q: 3 clusters Score -1.082539e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -10825422.000000 Penalty: 5443.677734
	Iteration 54Q: 3 clusters Score -1.082542e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -10825491.000000 Penalty: 5443.677734
	Iteration 55Q: 3 clusters Score -1.082549e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -10825540.000000 Penalty: 5443.677734
	Iteration 56Q: 3 clusters Score -1.082554e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -10825574.000000 Penalty: 5443.677734
	Iteration 57Q: 3 clusters Score -1.082557e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -10825595.000000 Penalty: 5443.677734
	Iteration 58Q: 3 clusters Score -1.08256e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -10825645.000000 Penalty: 5443.677734
	Iteration 59Q: 3 clusters Score -1.082564e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -10825670.000000 Penalty: 5443.677734
	Iteration 60F: 3 clusters Score -1.082567e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -10825714.000000 Penalty: 5443.677734
	Iteration 61Q: 3 clusters Score -1.082571e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -10825727.000000 Penalty: 5443.677734
	Iteration 62Q: 3 clusters Score -1.082573e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -10825738.000000 Penalty: 5443.677734
	Iteration 63Q: 3 clusters Score -1.082574e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -10825745.000000 Penalty: 5443.677734
	Iteration 64Q: 3 clusters Score -1.082574e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -10825772.000000 Penalty: 5443.677734
	Iteration 65Q: 3 clusters Score -1.082577e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -10825803.000000 Penalty: 5443.677734
	Iteration 66Q: 3 clusters Score -1.08258e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -10825833.000000 Penalty: 5443.677734
	Iteration 67Q: 3 clusters Score -1.082583e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -10825845.000000 Penalty: 5443.677734
	Iteration 68Q: 3 clusters Score -1.082584e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -10825869.000000 Penalty: 5443.677734
	Iteration 69Q: 3 clusters Score -1.082587e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -10825882.000000 Penalty: 5443.677734
	Iteration 70Q: 3 clusters Score -1.082588e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -10825903.000000 Penalty: 5443.677734
	Iteration 71Q: 3 clusters Score -1.08259e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -10825937.000000 Penalty: 5443.677734
	Iteration 72Q: 3 clusters Score -1.082594e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -10825935.000000 Penalty: 5443.677734
	Iteration 73Q: 3 clusters Score -1.082594e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -10825931.000000 Penalty: 5443.677734
	Iteration 74Q: 3 clusters Score -1.082593e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -10825976.000000 Penalty: 5443.677734
	Iteration 75Q: 3 clusters Score -1.082598e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -10825981.000000 Penalty: 5443.677734
	Iteration 76Q: 3 clusters Score -1.082598e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -10826005.000000 Penalty: 5443.677734
	Iteration 77Q: 3 clusters Score -1.0826e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -10826014.000000 Penalty: 5443.677734
	Iteration 78Q: 3 clusters Score -1.082601e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -10826019.000000 Penalty: 5443.677734
	Iteration 79Q: 3 clusters Score -1.082602e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -10826036.000000 Penalty: 5443.677734
	Iteration 80F: 3 clusters Score -1.082604e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -10826062.000000 Penalty: 5443.677734
	Iteration 81Q: 3 clusters Score -1.082606e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -10826095.000000 Penalty: 5443.677734
	Iteration 82Q: 3 clusters Score -1.08261e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -10826117.000000 Penalty: 5443.677734
	Iteration 83Q: 3 clusters Score -1.082612e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -10826122.000000 Penalty: 5443.677734
	Iteration 84Q: 3 clusters Score -1.082612e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -10826122.000000 Penalty: 5443.677734
	Iteration 85Q: 3 clusters Score -1.082612e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -10826128.000000 Penalty: 5443.677734
	Iteration 86Q: 3 clusters Score -1.082613e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -10826128.000000 Penalty: 5443.677734
	Iteration 87Q: 3 clusters Score -1.082613e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -10826147.000000 Penalty: 5443.677734
	Iteration 88Q: 3 clusters Score -1.082615e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -10826170.000000 Penalty: 5443.677734
	Iteration 89Q: 3 clusters Score -1.082617e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -10826166.000000 Penalty: 5443.677734
	Iteration 90Q: 3 clusters Score -1.082617e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -10826178.000000 Penalty: 5443.677734
	Iteration 91Q: 3 clusters Score -1.082618e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -10826192.000000 Penalty: 5443.677734
	Iteration 92Q: 3 clusters Score -1.082619e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -10826206.000000 Penalty: 5443.677734
	Iteration 93Q: 3 clusters Score -1.082621e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -10826227.000000 Penalty: 5443.677734
	Iteration 94Q: 3 clusters Score -1.082623e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -10826239.000000 Penalty: 5443.677734
	Iteration 95Q: 3 clusters Score -1.082624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -10826248.000000 Penalty: 5443.677734
	Iteration 96Q: 3 clusters Score -1.082625e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -10826251.000000 Penalty: 5443.677734
	Iteration 97Q: 3 clusters Score -1.082625e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -10826271.000000 Penalty: 5443.677734
	Iteration 98Q: 3 clusters Score -1.082627e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -10826264.000000 Penalty: 5443.677734
	Iteration 99Q: 3 clusters Score -1.082626e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -10826266.000000 Penalty: 5443.677734
	Iteration 100F: 3 clusters Score -1.082627e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -10826260.000000 Penalty: 5443.677734
	Iteration 101Q: 3 clusters Score -1.082626e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -10826265.000000 Penalty: 5443.677734
	Iteration 102Q: 3 clusters Score -1.082626e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -10826254.000000 Penalty: 5443.677734
	Iteration 103Q: 3 clusters Score -1.082625e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -10826261.000000 Penalty: 5443.677734
	Iteration 104Q: 3 clusters Score -1.082626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -10826277.000000 Penalty: 5443.677734
	Iteration 105Q: 3 clusters Score -1.082628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -10826289.000000 Penalty: 5443.677734
	Iteration 106Q: 3 clusters Score -1.082629e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -10826301.000000 Penalty: 5443.677734
	Iteration 107Q: 3 clusters Score -1.08263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -10826308.000000 Penalty: 5443.677734
	Iteration 108Q: 3 clusters Score -1.082631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -10826316.000000 Penalty: 5443.677734
	Iteration 109Q: 3 clusters Score -1.082632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -10826319.000000 Penalty: 5443.677734
	Iteration 110Q: 3 clusters Score -1.082632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -10826321.000000 Penalty: 5443.677734
	Iteration 111Q: 3 clusters Score -1.082632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -10826318.000000 Penalty: 5443.677734
	Iteration 112Q: 3 clusters Score -1.082632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -10826307.000000 Penalty: 5443.677734
	Iteration 113Q: 3 clusters Score -1.082631e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -10826322.000000 Penalty: 5443.677734
	Iteration 114Q: 3 clusters Score -1.082632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -10826315.000000 Penalty: 5443.677734
	Iteration 115Q: 3 clusters Score -1.082632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -10826311.000000 Penalty: 5443.677734
	Iteration 116Q: 3 clusters Score -1.082631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -10826335.000000 Penalty: 5443.677734
	Iteration 117Q: 3 clusters Score -1.082634e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -10826317.000000 Penalty: 5443.677734
	Iteration 118Q: 3 clusters Score -1.082632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -10826337.000000 Penalty: 5443.677734
	Iteration 119Q: 3 clusters Score -1.082634e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -10826337.000000 Penalty: 5443.677734
	Iteration 120F: 3 clusters Score -1.082634e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -10826337.000000 Penalty: 5443.677734
	Iteration 121Q: 3 clusters Score -1.082634e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -10826332.000000 Penalty: 5443.677734
	Iteration 122Q: 3 clusters Score -1.082633e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -10826320.000000 Penalty: 5443.677734
	Iteration 123Q: 3 clusters Score -1.082632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -10826327.000000 Penalty: 5443.677734
	Iteration 124Q: 3 clusters Score -1.082633e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -10826334.000000 Penalty: 5443.677734
	Iteration 125Q: 3 clusters Score -1.082633e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -10826335.000000 Penalty: 5443.677734
	Iteration 126Q: 3 clusters Score -1.082634e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -10826340.000000 Penalty: 5443.677734
	Iteration 127Q: 3 clusters Score -1.082634e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -10826339.000000 Penalty: 5443.677734
	Iteration 128Q: 3 clusters Score -1.082634e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -10826363.000000 Penalty: 5443.677734
	Iteration 129Q: 3 clusters Score -1.082636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -10826361.000000 Penalty: 5443.677734
	Iteration 130Q: 3 clusters Score -1.082636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -10826364.000000 Penalty: 5443.677734
	Iteration 131Q: 3 clusters Score -1.082636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -10826373.000000 Penalty: 5443.677734
	Iteration 132Q: 3 clusters Score -1.082637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -10826377.000000 Penalty: 5443.677734
	Iteration 133Q: 3 clusters Score -1.082638e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -10826392.000000 Penalty: 5443.677734
	Iteration 134Q: 3 clusters Score -1.082639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -10826399.000000 Penalty: 5443.677734
	Iteration 135Q: 3 clusters Score -1.08264e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -10826404.000000 Penalty: 5443.677734
	Iteration 136Q: 3 clusters Score -1.08264e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -10826407.000000 Penalty: 5443.677734
	Iteration 137Q: 3 clusters Score -1.082641e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -10826402.000000 Penalty: 5443.677734
	Iteration 138Q: 3 clusters Score -1.08264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -10826399.000000 Penalty: 5443.677734
	Iteration 139Q: 3 clusters Score -1.08264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -10826407.000000 Penalty: 5443.677734
	Iteration 140F: 3 clusters Score -1.082641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -10826391.000000 Penalty: 5443.677734
	Iteration 141Q: 3 clusters Score -1.082639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -10826401.000000 Penalty: 5443.677734
	Iteration 142Q: 3 clusters Score -1.08264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -10826390.000000 Penalty: 5443.677734
	Iteration 143Q: 3 clusters Score -1.082639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -10826400.000000 Penalty: 5443.677734
	Iteration 144Q: 3 clusters Score -1.08264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -10826413.000000 Penalty: 5443.677734
	Iteration 145Q: 3 clusters Score -1.082641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -10826424.000000 Penalty: 5443.677734
	Iteration 146Q: 3 clusters Score -1.082642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -10826435.000000 Penalty: 5443.677734
	Iteration 147Q: 3 clusters Score -1.082644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -10826429.000000 Penalty: 5443.677734
	Iteration 148Q: 3 clusters Score -1.082643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -10826442.000000 Penalty: 5443.677734
	Iteration 149Q: 3 clusters Score -1.082644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -10826437.000000 Penalty: 5443.677734
	Iteration 150Q: 3 clusters Score -1.082644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -10826432.000000 Penalty: 5443.677734
	Iteration 151Q: 3 clusters Score -1.082643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -10826428.000000 Penalty: 5443.677734
	Iteration 152Q: 3 clusters Score -1.082643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -10826414.000000 Penalty: 5443.677734
	Iteration 153Q: 3 clusters Score -1.082641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -10826429.000000 Penalty: 5443.677734
	Iteration 154Q: 3 clusters Score -1.082643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -10826430.000000 Penalty: 5443.677734
	Iteration 155Q: 3 clusters Score -1.082643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -10826431.000000 Penalty: 5443.677734
	Iteration 156Q: 3 clusters Score -1.082643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -10826423.000000 Penalty: 5443.677734
	Iteration 157Q: 3 clusters Score -1.082642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -10826412.000000 Penalty: 5443.677734
	Iteration 158Q: 3 clusters Score -1.082641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -10826405.000000 Penalty: 5443.677734
	Iteration 159Q: 3 clusters Score -1.08264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -10826410.000000 Penalty: 5443.677734
	Iteration 160F: 3 clusters Score -1.082641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -10826426.000000 Penalty: 5443.677734
	Iteration 161Q: 3 clusters Score -1.082643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -10826432.000000 Penalty: 5443.677734
	Iteration 162Q: 3 clusters Score -1.082643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -10826438.000000 Penalty: 5443.677734
	Iteration 163Q: 3 clusters Score -1.082644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -10826427.000000 Penalty: 5443.677734
	Iteration 164Q: 3 clusters Score -1.082643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -10826429.000000 Penalty: 5443.677734
	Iteration 165Q: 3 clusters Score -1.082643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -10826419.000000 Penalty: 5443.677734
	Iteration 166Q: 3 clusters Score -1.082642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -10826432.000000 Penalty: 5443.677734
	Iteration 167Q: 3 clusters Score -1.082643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -10826422.000000 Penalty: 5443.677734
	Iteration 168Q: 3 clusters Score -1.082642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -10826436.000000 Penalty: 5443.677734
	Iteration 169Q: 3 clusters Score -1.082644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -10826438.000000 Penalty: 5443.677734
	Iteration 170Q: 3 clusters Score -1.082644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -10826429.000000 Penalty: 5443.677734
	Iteration 171Q: 3 clusters Score -1.082643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -10826436.000000 Penalty: 5443.677734
	Iteration 172Q: 3 clusters Score -1.082644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -10826434.000000 Penalty: 5443.677734
	Iteration 173Q: 3 clusters Score -1.082643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -10826428.000000 Penalty: 5443.677734
	Iteration 174Q: 3 clusters Score -1.082643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -10826429.000000 Penalty: 5443.677734
	Iteration 175Q: 3 clusters Score -1.082643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -10826437.000000 Penalty: 5443.677734
	Iteration 176Q: 3 clusters Score -1.082644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -10826447.000000 Penalty: 5443.677734
	Iteration 177Q: 3 clusters Score -1.082645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -10826444.000000 Penalty: 5443.677734
	Iteration 178Q: 3 clusters Score -1.082644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -10826442.000000 Penalty: 5443.677734
	Iteration 179Q: 3 clusters Score -1.082644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -10826445.000000 Penalty: 5443.677734
	Iteration 180F: 3 clusters Score -1.082644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -10826440.000000 Penalty: 5443.677734
	Iteration 181Q: 3 clusters Score -1.082644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -10826440.000000 Penalty: 5443.677734
	Iteration 182Q: 3 clusters Score -1.082644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -10826440.000000 Penalty: 5443.677734
	Iteration 183F: 3 clusters Score -1.082644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 49938 members 
Mstep: Class 10 contains 47968 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 71087 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 76398 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58502 members 
Mstep: Class 23 contains 73769 members 
Entering Unmasked Estep 
Score: -110018216.000000 Penalty: 66012.835938
Splitting cluster 8 changes total score from -109987416.000000 to -110018216.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 11 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -100851.609375 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -100851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -99432.625000 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -99432.62 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100493.718750 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -100493.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101356.742188 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -101356.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -101712.242188 Penalty: 3167.892090
	Iteration 3F: 3 clusters Score -101712.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101803.375000 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -101803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101835.539062 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -101835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101835.539062 Penalty: 3167.892090
	Iteration 6F: 3 clusters Score -101835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 49938 members 
Mstep: Class 10 contains 47968 members 
Mstep: Class 11 contains 102 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 71087 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 76398 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58502 members 
Mstep: Class 23 contains 73769 members 
Entering Unmasked Estep 
Score: -110017448.000000 Penalty: 69313.484375
Splitting cluster 11 changes total score from -109987416.000000 to -110017448.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 12 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -536392.312500 Penalty: 1999.326904
	Iteration 0F: 2 clusters Score -536392.3 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 1585 members 
Entering Unmasked Estep 
Score: -533021.312500 Penalty: 3998.653809
	Iteration 0F: 3 clusters Score -533021.3 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -533794.250000 Penalty: 3998.653809
	Iteration 1F: 3 clusters Score -533794.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -534371.312500 Penalty: 3998.653809
	Iteration 2F: 3 clusters Score -534371.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -535125.125000 Penalty: 3998.653809
	Iteration 3F: 3 clusters Score -535125.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -535881.562500 Penalty: 3998.653809
	Iteration 4F: 3 clusters Score -535881.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -536573.937500 Penalty: 3998.653809
	Iteration 5F: 3 clusters Score -536573.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -537004.437500 Penalty: 3998.653809
	Iteration 6F: 3 clusters Score -537004.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -537390.125000 Penalty: 3998.653809
	Iteration 7Q: 3 clusters Score -537390.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -537757.000000 Penalty: 3998.653809
	Iteration 8Q: 3 clusters Score -537757 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -538009.750000 Penalty: 3998.653809
	Iteration 9Q: 3 clusters Score -538009.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -538112.000000 Penalty: 3998.653809
	Iteration 10Q: 3 clusters Score -538112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -538167.000000 Penalty: 3998.653809
	Iteration 11Q: 3 clusters Score -538167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -538212.250000 Penalty: 3998.653809
	Iteration 12Q: 3 clusters Score -538212.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -538234.500000 Penalty: 3998.653809
	Iteration 13Q: 3 clusters Score -538234.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -538248.750000 Penalty: 3998.653809
	Iteration 14Q: 3 clusters Score -538248.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -538256.750000 Penalty: 3998.653809
	Iteration 15Q: 3 clusters Score -538256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -538264.562500 Penalty: 3998.653809
	Iteration 16Q: 3 clusters Score -538264.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -538270.687500 Penalty: 3998.653809
	Iteration 17Q: 3 clusters Score -538270.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -538274.437500 Penalty: 3998.653809
	Iteration 18Q: 3 clusters Score -538274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -538277.437500 Penalty: 3998.653809
	Iteration 19Q: 3 clusters Score -538277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -538277.687500 Penalty: 3998.653809
	Iteration 20F: 3 clusters Score -538277.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 49938 members 
Mstep: Class 10 contains 47968 members 
Mstep: Class 11 contains 102 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 71087 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 76398 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58502 members 
Mstep: Class 23 contains 73769 members 
Entering Unmasked Estep 
Score: -110018104.000000 Penalty: 72614.125000
Splitting cluster 12 changes total score from -109987416.000000 to -110018104.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 13 (71087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Entering Unmasked Estep 
Score: -13206265.000000 Penalty: 2770.571533
	Iteration 0F: 2 clusters Score -1.320626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -13179512.000000 Penalty: 5541.143066
	Iteration 0F: 3 clusters Score -1.317951e+07 nChanged 33294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -13198275.000000 Penalty: 5541.143066
	Iteration 1F: 3 clusters Score -1.319828e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -13198975.000000 Penalty: 5541.143066
	Iteration 2Q: 3 clusters Score -1.319898e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -13199831.000000 Penalty: 5541.143066
	Iteration 3Q: 3 clusters Score -1.319983e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -13200893.000000 Penalty: 5541.143066
	Iteration 4Q: 3 clusters Score -1.320089e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -13202366.000000 Penalty: 5541.143066
	Iteration 5Q: 3 clusters Score -1.320237e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -13204210.000000 Penalty: 5541.143066
	Iteration 6F: 3 clusters Score -1.320421e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -13206815.000000 Penalty: 5541.143066
	Iteration 7F: 3 clusters Score -1.320682e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -13209095.000000 Penalty: 5541.143066
	Iteration 8F: 3 clusters Score -1.32091e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -13211544.000000 Penalty: 5541.143066
	Iteration 9F: 3 clusters Score -1.321154e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -13213578.000000 Penalty: 5541.143066
	Iteration 10F: 3 clusters Score -1.321358e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -13214571.000000 Penalty: 5541.143066
	Iteration 11Q: 3 clusters Score -1.321457e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -13215258.000000 Penalty: 5541.143066
	Iteration 12Q: 3 clusters Score -1.321526e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -13215675.000000 Penalty: 5541.143066
	Iteration 13Q: 3 clusters Score -1.321568e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -13216016.000000 Penalty: 5541.143066
	Iteration 14Q: 3 clusters Score -1.321602e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -13216349.000000 Penalty: 5541.143066
	Iteration 15Q: 3 clusters Score -1.321635e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -13216640.000000 Penalty: 5541.143066
	Iteration 16Q: 3 clusters Score -1.321664e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -13216999.000000 Penalty: 5541.143066
	Iteration 17Q: 3 clusters Score -1.3217e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -13217381.000000 Penalty: 5541.143066
	Iteration 18Q: 3 clusters Score -1.321738e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -13217760.000000 Penalty: 5541.143066
	Iteration 19Q: 3 clusters Score -1.321776e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -13218173.000000 Penalty: 5541.143066
	Iteration 20F: 3 clusters Score -1.321817e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -13218671.000000 Penalty: 5541.143066
	Iteration 21Q: 3 clusters Score -1.321867e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -13219193.000000 Penalty: 5541.143066
	Iteration 22Q: 3 clusters Score -1.321919e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -13219593.000000 Penalty: 5541.143066
	Iteration 23Q: 3 clusters Score -1.321959e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -13219886.000000 Penalty: 5541.143066
	Iteration 24Q: 3 clusters Score -1.321989e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -13220197.000000 Penalty: 5541.143066
	Iteration 25Q: 3 clusters Score -1.32202e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -13220305.000000 Penalty: 5541.143066
	Iteration 26Q: 3 clusters Score -1.32203e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -13220398.000000 Penalty: 5541.143066
	Iteration 27Q: 3 clusters Score -1.32204e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -13220365.000000 Penalty: 5541.143066
	Iteration 28Q: 3 clusters Score -1.322036e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -13220371.000000 Penalty: 5541.143066
	Iteration 29Q: 3 clusters Score -1.322037e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -13220375.000000 Penalty: 5541.143066
	Iteration 30Q: 3 clusters Score -1.322038e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -13220257.000000 Penalty: 5541.143066
	Iteration 31Q: 3 clusters Score -1.322026e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -13220023.000000 Penalty: 5541.143066
	Iteration 32Q: 3 clusters Score -1.322002e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -13219782.000000 Penalty: 5541.143066
	Iteration 33Q: 3 clusters Score -1.321978e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -13219412.000000 Penalty: 5541.143066
	Iteration 34Q: 3 clusters Score -1.321941e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -13218926.000000 Penalty: 5541.143066
	Iteration 35Q: 3 clusters Score -1.321893e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -13218562.000000 Penalty: 5541.143066
	Iteration 36Q: 3 clusters Score -1.321856e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -13218384.000000 Penalty: 5541.143066
	Iteration 37Q: 3 clusters Score -1.321838e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -13218072.000000 Penalty: 5541.143066
	Iteration 38Q: 3 clusters Score -1.321807e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -13217832.000000 Penalty: 5541.143066
	Iteration 39Q: 3 clusters Score -1.321783e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -13218053.000000 Penalty: 5541.143066
	Iteration 40F: 3 clusters Score -1.321805e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -13217535.000000 Penalty: 5541.143066
	Iteration 41Q: 3 clusters Score -1.321754e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -13217059.000000 Penalty: 5541.143066
	Iteration 42Q: 3 clusters Score -1.321706e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -13216590.000000 Penalty: 5541.143066
	Iteration 43Q: 3 clusters Score -1.321659e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -13216168.000000 Penalty: 5541.143066
	Iteration 44Q: 3 clusters Score -1.321617e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -13215755.000000 Penalty: 5541.143066
	Iteration 45Q: 3 clusters Score -1.321576e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -13215446.000000 Penalty: 5541.143066
	Iteration 46Q: 3 clusters Score -1.321545e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -13215139.000000 Penalty: 5541.143066
	Iteration 47Q: 3 clusters Score -1.321514e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -13214972.000000 Penalty: 5541.143066
	Iteration 48Q: 3 clusters Score -1.321497e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -13214753.000000 Penalty: 5541.143066
	Iteration 49Q: 3 clusters Score -1.321475e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -13214616.000000 Penalty: 5541.143066
	Iteration 50Q: 3 clusters Score -1.321462e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -13214432.000000 Penalty: 5541.143066
	Iteration 51Q: 3 clusters Score -1.321443e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -13214222.000000 Penalty: 5541.143066
	Iteration 52Q: 3 clusters Score -1.321422e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -13214106.000000 Penalty: 5541.143066
	Iteration 53Q: 3 clusters Score -1.321411e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -13213940.000000 Penalty: 5541.143066
	Iteration 54Q: 3 clusters Score -1.321394e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -13213841.000000 Penalty: 5541.143066
	Iteration 55Q: 3 clusters Score -1.321384e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -13213724.000000 Penalty: 5541.143066
	Iteration 56Q: 3 clusters Score -1.321372e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -13213604.000000 Penalty: 5541.143066
	Iteration 57Q: 3 clusters Score -1.32136e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -13213490.000000 Penalty: 5541.143066
	Iteration 58Q: 3 clusters Score -1.321349e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -13213423.000000 Penalty: 5541.143066
	Iteration 59Q: 3 clusters Score -1.321342e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -13213302.000000 Penalty: 5541.143066
	Iteration 60F: 3 clusters Score -1.32133e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -13213231.000000 Penalty: 5541.143066
	Iteration 61Q: 3 clusters Score -1.321323e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -13213173.000000 Penalty: 5541.143066
	Iteration 62Q: 3 clusters Score -1.321317e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -13213100.000000 Penalty: 5541.143066
	Iteration 63Q: 3 clusters Score -1.32131e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -13213042.000000 Penalty: 5541.143066
	Iteration 64Q: 3 clusters Score -1.321304e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -13212983.000000 Penalty: 5541.143066
	Iteration 65Q: 3 clusters Score -1.321298e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -13212926.000000 Penalty: 5541.143066
	Iteration 66Q: 3 clusters Score -1.321293e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -13212836.000000 Penalty: 5541.143066
	Iteration 67Q: 3 clusters Score -1.321284e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -13212805.000000 Penalty: 5541.143066
	Iteration 68Q: 3 clusters Score -1.32128e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -13212749.000000 Penalty: 5541.143066
	Iteration 69Q: 3 clusters Score -1.321275e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -13212714.000000 Penalty: 5541.143066
	Iteration 70Q: 3 clusters Score -1.321271e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -13212684.000000 Penalty: 5541.143066
	Iteration 71Q: 3 clusters Score -1.321268e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -13212616.000000 Penalty: 5541.143066
	Iteration 72Q: 3 clusters Score -1.321262e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -13212556.000000 Penalty: 5541.143066
	Iteration 73Q: 3 clusters Score -1.321256e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -13212507.000000 Penalty: 5541.143066
	Iteration 74Q: 3 clusters Score -1.321251e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -13212439.000000 Penalty: 5541.143066
	Iteration 75Q: 3 clusters Score -1.321244e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -13212374.000000 Penalty: 5541.143066
	Iteration 76Q: 3 clusters Score -1.321237e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -13212361.000000 Penalty: 5541.143066
	Iteration 77Q: 3 clusters Score -1.321236e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -13212315.000000 Penalty: 5541.143066
	Iteration 78Q: 3 clusters Score -1.321232e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -13212281.000000 Penalty: 5541.143066
	Iteration 79Q: 3 clusters Score -1.321228e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -13212227.000000 Penalty: 5541.143066
	Iteration 80F: 3 clusters Score -1.321223e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -13212161.000000 Penalty: 5541.143066
	Iteration 81Q: 3 clusters Score -1.321216e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -13212091.000000 Penalty: 5541.143066
	Iteration 82Q: 3 clusters Score -1.321209e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -13212039.000000 Penalty: 5541.143066
	Iteration 83Q: 3 clusters Score -1.321204e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -13212029.000000 Penalty: 5541.143066
	Iteration 84Q: 3 clusters Score -1.321203e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -13211983.000000 Penalty: 5541.143066
	Iteration 85Q: 3 clusters Score -1.321198e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -13211962.000000 Penalty: 5541.143066
	Iteration 86Q: 3 clusters Score -1.321196e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -13211929.000000 Penalty: 5541.143066
	Iteration 87Q: 3 clusters Score -1.321193e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -13211889.000000 Penalty: 5541.143066
	Iteration 88Q: 3 clusters Score -1.321189e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -13211801.000000 Penalty: 5541.143066
	Iteration 89Q: 3 clusters Score -1.32118e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -13211738.000000 Penalty: 5541.143066
	Iteration 90Q: 3 clusters Score -1.321174e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -13211675.000000 Penalty: 5541.143066
	Iteration 91Q: 3 clusters Score -1.321168e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -13211614.000000 Penalty: 5541.143066
	Iteration 92Q: 3 clusters Score -1.321161e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -13211501.000000 Penalty: 5541.143066
	Iteration 93Q: 3 clusters Score -1.32115e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -13211466.000000 Penalty: 5541.143066
	Iteration 94Q: 3 clusters Score -1.321147e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -13211410.000000 Penalty: 5541.143066
	Iteration 95Q: 3 clusters Score -1.321141e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -13211377.000000 Penalty: 5541.143066
	Iteration 96Q: 3 clusters Score -1.321138e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -13211347.000000 Penalty: 5541.143066
	Iteration 97Q: 3 clusters Score -1.321135e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -13211301.000000 Penalty: 5541.143066
	Iteration 98Q: 3 clusters Score -1.32113e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -13211259.000000 Penalty: 5541.143066
	Iteration 99Q: 3 clusters Score -1.321126e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -13211181.000000 Penalty: 5541.143066
	Iteration 100F: 3 clusters Score -1.321118e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -13211157.000000 Penalty: 5541.143066
	Iteration 101Q: 3 clusters Score -1.321116e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -13211124.000000 Penalty: 5541.143066
	Iteration 102Q: 3 clusters Score -1.321112e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -13211057.000000 Penalty: 5541.143066
	Iteration 103Q: 3 clusters Score -1.321106e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -13210982.000000 Penalty: 5541.143066
	Iteration 104Q: 3 clusters Score -1.321098e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -13210899.000000 Penalty: 5541.143066
	Iteration 105Q: 3 clusters Score -1.32109e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -13210845.000000 Penalty: 5541.143066
	Iteration 106Q: 3 clusters Score -1.321084e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -13210808.000000 Penalty: 5541.143066
	Iteration 107Q: 3 clusters Score -1.321081e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -13210750.000000 Penalty: 5541.143066
	Iteration 108Q: 3 clusters Score -1.321075e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -13210686.000000 Penalty: 5541.143066
	Iteration 109Q: 3 clusters Score -1.321069e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -13210630.000000 Penalty: 5541.143066
	Iteration 110Q: 3 clusters Score -1.321063e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -13210582.000000 Penalty: 5541.143066
	Iteration 111Q: 3 clusters Score -1.321058e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -13210540.000000 Penalty: 5541.143066
	Iteration 112Q: 3 clusters Score -1.321054e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -13210470.000000 Penalty: 5541.143066
	Iteration 113Q: 3 clusters Score -1.321047e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -13210442.000000 Penalty: 5541.143066
	Iteration 114Q: 3 clusters Score -1.321044e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -13210430.000000 Penalty: 5541.143066
	Iteration 115Q: 3 clusters Score -1.321043e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -13210380.000000 Penalty: 5541.143066
	Iteration 116Q: 3 clusters Score -1.321038e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -13210399.000000 Penalty: 5541.143066
	Iteration 117Q: 3 clusters Score -1.32104e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -13210373.000000 Penalty: 5541.143066
	Iteration 118Q: 3 clusters Score -1.321037e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -13210343.000000 Penalty: 5541.143066
	Iteration 119Q: 3 clusters Score -1.321034e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -13210305.000000 Penalty: 5541.143066
	Iteration 120F: 3 clusters Score -1.32103e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -13210262.000000 Penalty: 5541.143066
	Iteration 121Q: 3 clusters Score -1.321026e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -13210198.000000 Penalty: 5541.143066
	Iteration 122Q: 3 clusters Score -1.32102e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -13210161.000000 Penalty: 5541.143066
	Iteration 123Q: 3 clusters Score -1.321016e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -13210091.000000 Penalty: 5541.143066
	Iteration 124Q: 3 clusters Score -1.321009e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -13210038.000000 Penalty: 5541.143066
	Iteration 125Q: 3 clusters Score -1.321004e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -13210012.000000 Penalty: 5541.143066
	Iteration 126Q: 3 clusters Score -1.321001e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -13209977.000000 Penalty: 5541.143066
	Iteration 127Q: 3 clusters Score -1.320998e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -13209882.000000 Penalty: 5541.143066
	Iteration 128Q: 3 clusters Score -1.320988e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -13209844.000000 Penalty: 5541.143066
	Iteration 129Q: 3 clusters Score -1.320984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -13209810.000000 Penalty: 5541.143066
	Iteration 130Q: 3 clusters Score -1.320981e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -13209761.000000 Penalty: 5541.143066
	Iteration 131Q: 3 clusters Score -1.320976e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -13209733.000000 Penalty: 5541.143066
	Iteration 132Q: 3 clusters Score -1.320973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -13209702.000000 Penalty: 5541.143066
	Iteration 133Q: 3 clusters Score -1.32097e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -13209682.000000 Penalty: 5541.143066
	Iteration 134Q: 3 clusters Score -1.320968e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -13209666.000000 Penalty: 5541.143066
	Iteration 135Q: 3 clusters Score -1.320967e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -13209650.000000 Penalty: 5541.143066
	Iteration 136Q: 3 clusters Score -1.320965e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -13209623.000000 Penalty: 5541.143066
	Iteration 137Q: 3 clusters Score -1.320962e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -13209587.000000 Penalty: 5541.143066
	Iteration 138Q: 3 clusters Score -1.320959e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -13209542.000000 Penalty: 5541.143066
	Iteration 139Q: 3 clusters Score -1.320954e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -13209476.000000 Penalty: 5541.143066
	Iteration 140F: 3 clusters Score -1.320948e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -13209406.000000 Penalty: 5541.143066
	Iteration 141Q: 3 clusters Score -1.320941e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -13209402.000000 Penalty: 5541.143066
	Iteration 142Q: 3 clusters Score -1.32094e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -13209353.000000 Penalty: 5541.143066
	Iteration 143Q: 3 clusters Score -1.320935e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -13209297.000000 Penalty: 5541.143066
	Iteration 144Q: 3 clusters Score -1.32093e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -13209241.000000 Penalty: 5541.143066
	Iteration 145Q: 3 clusters Score -1.320924e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -13209204.000000 Penalty: 5541.143066
	Iteration 146Q: 3 clusters Score -1.32092e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -13209156.000000 Penalty: 5541.143066
	Iteration 147Q: 3 clusters Score -1.320916e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -13209135.000000 Penalty: 5541.143066
	Iteration 148Q: 3 clusters Score -1.320914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -13209102.000000 Penalty: 5541.143066
	Iteration 149Q: 3 clusters Score -1.32091e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -13209067.000000 Penalty: 5541.143066
	Iteration 150Q: 3 clusters Score -1.320907e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -13209028.000000 Penalty: 5541.143066
	Iteration 151Q: 3 clusters Score -1.320903e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -13208983.000000 Penalty: 5541.143066
	Iteration 152Q: 3 clusters Score -1.320898e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -13208950.000000 Penalty: 5541.143066
	Iteration 153Q: 3 clusters Score -1.320895e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -13208907.000000 Penalty: 5541.143066
	Iteration 154Q: 3 clusters Score -1.320891e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -13208848.000000 Penalty: 5541.143066
	Iteration 155Q: 3 clusters Score -1.320885e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -13208793.000000 Penalty: 5541.143066
	Iteration 156Q: 3 clusters Score -1.320879e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -13208769.000000 Penalty: 5541.143066
	Iteration 157Q: 3 clusters Score -1.320877e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -13208738.000000 Penalty: 5541.143066
	Iteration 158Q: 3 clusters Score -1.320874e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -13208703.000000 Penalty: 5541.143066
	Iteration 159Q: 3 clusters Score -1.32087e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -13208685.000000 Penalty: 5541.143066
	Iteration 160F: 3 clusters Score -1.320868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -13208639.000000 Penalty: 5541.143066
	Iteration 161Q: 3 clusters Score -1.320864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -13208649.000000 Penalty: 5541.143066
	Iteration 162Q: 3 clusters Score -1.320865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -13208629.000000 Penalty: 5541.143066
	Iteration 163Q: 3 clusters Score -1.320863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -13208622.000000 Penalty: 5541.143066
	Iteration 164Q: 3 clusters Score -1.320862e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -13208605.000000 Penalty: 5541.143066
	Iteration 165Q: 3 clusters Score -1.32086e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -13208593.000000 Penalty: 5541.143066
	Iteration 166Q: 3 clusters Score -1.320859e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -13208554.000000 Penalty: 5541.143066
	Iteration 167Q: 3 clusters Score -1.320855e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -13208524.000000 Penalty: 5541.143066
	Iteration 168Q: 3 clusters Score -1.320852e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -13208508.000000 Penalty: 5541.143066
	Iteration 169Q: 3 clusters Score -1.320851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -13208504.000000 Penalty: 5541.143066
	Iteration 170Q: 3 clusters Score -1.32085e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -13208499.000000 Penalty: 5541.143066
	Iteration 171Q: 3 clusters Score -1.32085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -13208483.000000 Penalty: 5541.143066
	Iteration 172Q: 3 clusters Score -1.320848e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -13208484.000000 Penalty: 5541.143066
	Iteration 173Q: 3 clusters Score -1.320848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -13208462.000000 Penalty: 5541.143066
	Iteration 174Q: 3 clusters Score -1.320846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -13208467.000000 Penalty: 5541.143066
	Iteration 175Q: 3 clusters Score -1.320847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -13208465.000000 Penalty: 5541.143066
	Iteration 176Q: 3 clusters Score -1.320846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -13208447.000000 Penalty: 5541.143066
	Iteration 177Q: 3 clusters Score -1.320845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -13208459.000000 Penalty: 5541.143066
	Iteration 178Q: 3 clusters Score -1.320846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -13208448.000000 Penalty: 5541.143066
	Iteration 179Q: 3 clusters Score -1.320845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -13208443.000000 Penalty: 5541.143066
	Iteration 180F: 3 clusters Score -1.320844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -13208426.000000 Penalty: 5541.143066
	Iteration 181Q: 3 clusters Score -1.320843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -13208434.000000 Penalty: 5541.143066
	Iteration 182Q: 3 clusters Score -1.320843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -13208422.000000 Penalty: 5541.143066
	Iteration 183Q: 3 clusters Score -1.320842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -13208410.000000 Penalty: 5541.143066
	Iteration 184Q: 3 clusters Score -1.320841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -13208407.000000 Penalty: 5541.143066
	Iteration 185Q: 3 clusters Score -1.320841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -13208399.000000 Penalty: 5541.143066
	Iteration 186Q: 3 clusters Score -1.32084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -13208397.000000 Penalty: 5541.143066
	Iteration 187Q: 3 clusters Score -1.32084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -13208399.000000 Penalty: 5541.143066
	Iteration 188Q: 3 clusters Score -1.32084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -13208394.000000 Penalty: 5541.143066
	Iteration 189Q: 3 clusters Score -1.320839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -13208382.000000 Penalty: 5541.143066
	Iteration 190Q: 3 clusters Score -1.320838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -13208370.000000 Penalty: 5541.143066
	Iteration 191Q: 3 clusters Score -1.320837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -13208350.000000 Penalty: 5541.143066
	Iteration 192Q: 3 clusters Score -1.320835e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -13208325.000000 Penalty: 5541.143066
	Iteration 193Q: 3 clusters Score -1.320832e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -13208296.000000 Penalty: 5541.143066
	Iteration 194Q: 3 clusters Score -1.32083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -13208279.000000 Penalty: 5541.143066
	Iteration 195Q: 3 clusters Score -1.320828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -13208274.000000 Penalty: 5541.143066
	Iteration 196Q: 3 clusters Score -1.320827e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -13208253.000000 Penalty: 5541.143066
	Iteration 197Q: 3 clusters Score -1.320825e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -13208239.000000 Penalty: 5541.143066
	Iteration 198Q: 3 clusters Score -1.320824e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -13208209.000000 Penalty: 5541.143066
	Iteration 199Q: 3 clusters Score -1.320821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -13208203.000000 Penalty: 5541.143066
	Iteration 200F: 3 clusters Score -1.32082e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -13208212.000000 Penalty: 5541.143066
	Iteration 201Q: 3 clusters Score -1.320821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -13208209.000000 Penalty: 5541.143066
	Iteration 202Q: 3 clusters Score -1.320821e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -13208187.000000 Penalty: 5541.143066
	Iteration 203Q: 3 clusters Score -1.320819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -13208205.000000 Penalty: 5541.143066
	Iteration 204Q: 3 clusters Score -1.32082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -13208214.000000 Penalty: 5541.143066
	Iteration 205Q: 3 clusters Score -1.320821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -13208210.000000 Penalty: 5541.143066
	Iteration 206Q: 3 clusters Score -1.320821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -13208220.000000 Penalty: 5541.143066
	Iteration 207Q: 3 clusters Score -1.320822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -13208214.000000 Penalty: 5541.143066
	Iteration 208Q: 3 clusters Score -1.320821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -13208200.000000 Penalty: 5541.143066
	Iteration 209Q: 3 clusters Score -1.32082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -13208192.000000 Penalty: 5541.143066
	Iteration 210Q: 3 clusters Score -1.320819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -13208183.000000 Penalty: 5541.143066
	Iteration 211Q: 3 clusters Score -1.320818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -13208178.000000 Penalty: 5541.143066
	Iteration 212Q: 3 clusters Score -1.320818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -13208172.000000 Penalty: 5541.143066
	Iteration 213Q: 3 clusters Score -1.320817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -13208167.000000 Penalty: 5541.143066
	Iteration 214Q: 3 clusters Score -1.320817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -13208170.000000 Penalty: 5541.143066
	Iteration 215Q: 3 clusters Score -1.320817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -13208162.000000 Penalty: 5541.143066
	Iteration 216Q: 3 clusters Score -1.320816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -13208157.000000 Penalty: 5541.143066
	Iteration 217Q: 3 clusters Score -1.320816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -13208145.000000 Penalty: 5541.143066
	Iteration 218Q: 3 clusters Score -1.320814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -13208155.000000 Penalty: 5541.143066
	Iteration 219Q: 3 clusters Score -1.320816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -13208126.000000 Penalty: 5541.143066
	Iteration 220F: 3 clusters Score -1.320813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -13208135.000000 Penalty: 5541.143066
	Iteration 221Q: 3 clusters Score -1.320814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -13208129.000000 Penalty: 5541.143066
	Iteration 222Q: 3 clusters Score -1.320813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -13208139.000000 Penalty: 5541.143066
	Iteration 223Q: 3 clusters Score -1.320814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -13208130.000000 Penalty: 5541.143066
	Iteration 224Q: 3 clusters Score -1.320813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -13208123.000000 Penalty: 5541.143066
	Iteration 225Q: 3 clusters Score -1.320812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -13208116.000000 Penalty: 5541.143066
	Iteration 226Q: 3 clusters Score -1.320812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -13208108.000000 Penalty: 5541.143066
	Iteration 227Q: 3 clusters Score -1.320811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -13208103.000000 Penalty: 5541.143066
	Iteration 228Q: 3 clusters Score -1.32081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -13208094.000000 Penalty: 5541.143066
	Iteration 229Q: 3 clusters Score -1.320809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -13208086.000000 Penalty: 5541.143066
	Iteration 230Q: 3 clusters Score -1.320809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -13208079.000000 Penalty: 5541.143066
	Iteration 231Q: 3 clusters Score -1.320808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -13208074.000000 Penalty: 5541.143066
	Iteration 232Q: 3 clusters Score -1.320807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -13208066.000000 Penalty: 5541.143066
	Iteration 233Q: 3 clusters Score -1.320807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -13208066.000000 Penalty: 5541.143066
	Iteration 234Q: 3 clusters Score -1.320807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -13208040.000000 Penalty: 5541.143066
	Iteration 235Q: 3 clusters Score -1.320804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -13208047.000000 Penalty: 5541.143066
	Iteration 236Q: 3 clusters Score -1.320805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -13208037.000000 Penalty: 5541.143066
	Iteration 237Q: 3 clusters Score -1.320804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -13208048.000000 Penalty: 5541.143066
	Iteration 238Q: 3 clusters Score -1.320805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -13208055.000000 Penalty: 5541.143066
	Iteration 239Q: 3 clusters Score -1.320806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -13208020.000000 Penalty: 5541.143066
	Iteration 240F: 3 clusters Score -1.320802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -13208034.000000 Penalty: 5541.143066
	Iteration 241Q: 3 clusters Score -1.320803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -13208010.000000 Penalty: 5541.143066
	Iteration 242Q: 3 clusters Score -1.320801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -13208006.000000 Penalty: 5541.143066
	Iteration 243Q: 3 clusters Score -1.320801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -13207996.000000 Penalty: 5541.143066
	Iteration 244Q: 3 clusters Score -1.3208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -13207988.000000 Penalty: 5541.143066
	Iteration 245Q: 3 clusters Score -1.320799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -13207971.000000 Penalty: 5541.143066
	Iteration 246Q: 3 clusters Score -1.320797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -13207974.000000 Penalty: 5541.143066
	Iteration 247Q: 3 clusters Score -1.320797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -13207959.000000 Penalty: 5541.143066
	Iteration 248Q: 3 clusters Score -1.320796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -13207945.000000 Penalty: 5541.143066
	Iteration 249Q: 3 clusters Score -1.320794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -13207934.000000 Penalty: 5541.143066
	Iteration 250Q: 3 clusters Score -1.320793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -13207931.000000 Penalty: 5541.143066
	Iteration 251Q: 3 clusters Score -1.320793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -13207909.000000 Penalty: 5541.143066
	Iteration 252Q: 3 clusters Score -1.320791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -13207913.000000 Penalty: 5541.143066
	Iteration 253Q: 3 clusters Score -1.320791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -13207916.000000 Penalty: 5541.143066
	Iteration 254Q: 3 clusters Score -1.320792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -13207900.000000 Penalty: 5541.143066
	Iteration 255Q: 3 clusters Score -1.32079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -13207905.000000 Penalty: 5541.143066
	Iteration 256Q: 3 clusters Score -1.32079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -13207907.000000 Penalty: 5541.143066
	Iteration 257Q: 3 clusters Score -1.320791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -13207911.000000 Penalty: 5541.143066
	Iteration 258Q: 3 clusters Score -1.320791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67232 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -13207914.000000 Penalty: 5541.143066
	Iteration 259Q: 3 clusters Score -1.320791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -13207929.000000 Penalty: 5541.143066
	Iteration 260F: 3 clusters Score -1.320793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -13207899.000000 Penalty: 5541.143066
	Iteration 261Q: 3 clusters Score -1.32079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -13207884.000000 Penalty: 5541.143066
	Iteration 262Q: 3 clusters Score -1.320788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -13207889.000000 Penalty: 5541.143066
	Iteration 263Q: 3 clusters Score -1.320789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -13207872.000000 Penalty: 5541.143066
	Iteration 264Q: 3 clusters Score -1.320787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -13207871.000000 Penalty: 5541.143066
	Iteration 265Q: 3 clusters Score -1.320787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -13207861.000000 Penalty: 5541.143066
	Iteration 266Q: 3 clusters Score -1.320786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -13207860.000000 Penalty: 5541.143066
	Iteration 267Q: 3 clusters Score -1.320786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -13207851.000000 Penalty: 5541.143066
	Iteration 268Q: 3 clusters Score -1.320785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -13207829.000000 Penalty: 5541.143066
	Iteration 269Q: 3 clusters Score -1.320783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -13207830.000000 Penalty: 5541.143066
	Iteration 270Q: 3 clusters Score -1.320783e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -13207843.000000 Penalty: 5541.143066
	Iteration 271Q: 3 clusters Score -1.320784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -13207815.000000 Penalty: 5541.143066
	Iteration 272Q: 3 clusters Score -1.320782e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -13207811.000000 Penalty: 5541.143066
	Iteration 273Q: 3 clusters Score -1.320781e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -13207793.000000 Penalty: 5541.143066
	Iteration 274Q: 3 clusters Score -1.320779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -13207795.000000 Penalty: 5541.143066
	Iteration 275Q: 3 clusters Score -1.32078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -13207787.000000 Penalty: 5541.143066
	Iteration 276Q: 3 clusters Score -1.320779e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -13207774.000000 Penalty: 5541.143066
	Iteration 277Q: 3 clusters Score -1.320777e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -13207690.000000 Penalty: 5541.143066
	Iteration 278Q: 3 clusters Score -1.320769e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -13207709.000000 Penalty: 5541.143066
	Iteration 279Q: 3 clusters Score -1.320771e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -13207694.000000 Penalty: 5541.143066
	Iteration 280F: 3 clusters Score -1.320769e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -13207718.000000 Penalty: 5541.143066
	Iteration 281Q: 3 clusters Score -1.320772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -13207706.000000 Penalty: 5541.143066
	Iteration 282Q: 3 clusters Score -1.320771e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -13207688.000000 Penalty: 5541.143066
	Iteration 283Q: 3 clusters Score -1.320769e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -13207653.000000 Penalty: 5541.143066
	Iteration 284Q: 3 clusters Score -1.320765e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -13207665.000000 Penalty: 5541.143066
	Iteration 285Q: 3 clusters Score -1.320766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -13207674.000000 Penalty: 5541.143066
	Iteration 286Q: 3 clusters Score -1.320767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -13207656.000000 Penalty: 5541.143066
	Iteration 287Q: 3 clusters Score -1.320766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -13207647.000000 Penalty: 5541.143066
	Iteration 288Q: 3 clusters Score -1.320765e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -13207651.000000 Penalty: 5541.143066
	Iteration 289Q: 3 clusters Score -1.320765e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -13207650.000000 Penalty: 5541.143066
	Iteration 290Q: 3 clusters Score -1.320765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -13207652.000000 Penalty: 5541.143066
	Iteration 291Q: 3 clusters Score -1.320765e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -13207646.000000 Penalty: 5541.143066
	Iteration 292Q: 3 clusters Score -1.320765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -13207641.000000 Penalty: 5541.143066
	Iteration 293Q: 3 clusters Score -1.320764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -13207638.000000 Penalty: 5541.143066
	Iteration 294Q: 3 clusters Score -1.320764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -13207625.000000 Penalty: 5541.143066
	Iteration 295Q: 3 clusters Score -1.320762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -13207624.000000 Penalty: 5541.143066
	Iteration 296Q: 3 clusters Score -1.320762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -13207619.000000 Penalty: 5541.143066
	Iteration 297Q: 3 clusters Score -1.320762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -13207621.000000 Penalty: 5541.143066
	Iteration 298Q: 3 clusters Score -1.320762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -13207614.000000 Penalty: 5541.143066
	Iteration 299Q: 3 clusters Score -1.320761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -13207606.000000 Penalty: 5541.143066
	Iteration 300F: 3 clusters Score -1.320761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -13207612.000000 Penalty: 5541.143066
	Iteration 301Q: 3 clusters Score -1.320761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -13207608.000000 Penalty: 5541.143066
	Iteration 302Q: 3 clusters Score -1.320761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -13207602.000000 Penalty: 5541.143066
	Iteration 303Q: 3 clusters Score -1.32076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -13207606.000000 Penalty: 5541.143066
	Iteration 304Q: 3 clusters Score -1.320761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -13207606.000000 Penalty: 5541.143066
	Iteration 305Q: 3 clusters Score -1.320761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -13207595.000000 Penalty: 5541.143066
	Iteration 306Q: 3 clusters Score -1.32076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -13207591.000000 Penalty: 5541.143066
	Iteration 307Q: 3 clusters Score -1.320759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -13207594.000000 Penalty: 5541.143066
	Iteration 308Q: 3 clusters Score -1.320759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -13207594.000000 Penalty: 5541.143066
	Iteration 309Q: 3 clusters Score -1.320759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -13207590.000000 Penalty: 5541.143066
	Iteration 310Q: 3 clusters Score -1.320759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -13207595.000000 Penalty: 5541.143066
	Iteration 311Q: 3 clusters Score -1.32076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -13207588.000000 Penalty: 5541.143066
	Iteration 312Q: 3 clusters Score -1.320759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -13207584.000000 Penalty: 5541.143066
	Iteration 313Q: 3 clusters Score -1.320758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -13207570.000000 Penalty: 5541.143066
	Iteration 314Q: 3 clusters Score -1.320757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -13207558.000000 Penalty: 5541.143066
	Iteration 315Q: 3 clusters Score -1.320756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -13207558.000000 Penalty: 5541.143066
	Iteration 316Q: 3 clusters Score -1.320756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -13207551.000000 Penalty: 5541.143066
	Iteration 317Q: 3 clusters Score -1.320755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -13207550.000000 Penalty: 5541.143066
	Iteration 318Q: 3 clusters Score -1.320755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -13207550.000000 Penalty: 5541.143066
	Iteration 319Q: 3 clusters Score -1.320755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -13207540.000000 Penalty: 5541.143066
	Iteration 320F: 3 clusters Score -1.320754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -13207545.000000 Penalty: 5541.143066
	Iteration 321Q: 3 clusters Score -1.320754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68157 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -13207539.000000 Penalty: 5541.143066
	Iteration 322Q: 3 clusters Score -1.320754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -13207546.000000 Penalty: 5541.143066
	Iteration 323Q: 3 clusters Score -1.320755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -13207543.000000 Penalty: 5541.143066
	Iteration 324Q: 3 clusters Score -1.320754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -13207551.000000 Penalty: 5541.143066
	Iteration 325Q: 3 clusters Score -1.320755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -13207544.000000 Penalty: 5541.143066
	Iteration 326Q: 3 clusters Score -1.320754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -13207537.000000 Penalty: 5541.143066
	Iteration 327Q: 3 clusters Score -1.320754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -13207527.000000 Penalty: 5541.143066
	Iteration 328Q: 3 clusters Score -1.320753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -13207517.000000 Penalty: 5541.143066
	Iteration 329Q: 3 clusters Score -1.320752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -13207535.000000 Penalty: 5541.143066
	Iteration 330Q: 3 clusters Score -1.320754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -13207528.000000 Penalty: 5541.143066
	Iteration 331Q: 3 clusters Score -1.320753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -13207528.000000 Penalty: 5541.143066
	Iteration 332F: 3 clusters Score -1.320753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 49938 members 
Mstep: Class 10 contains 47968 members 
Mstep: Class 11 contains 102 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 68181 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 76398 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58502 members 
Mstep: Class 23 contains 73769 members 
Entering Unmasked Estep 
Score: -110018520.000000 Penalty: 75914.765625
Splitting cluster 13 changes total score from -109987416.000000 to -110018520.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 14 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -148822.203125 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -148822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -147046.593750 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -147046.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -147518.171875 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -147518.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -147782.609375 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -147782.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -147958.125000 Penalty: 3348.546387
	Iteration 3F: 3 clusters Score -147958.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -148035.156250 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -148035.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -148089.781250 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -148089.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -148119.593750 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -148119.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -148154.718750 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -148154.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -148187.562500 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -148187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -148228.515625 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -148228.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -148280.203125 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -148280.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -148361.765625 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -148361.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -148386.500000 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -148386.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -148415.453125 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -148415.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -148445.703125 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -148445.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -148479.437500 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -148479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -148502.937500 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -148502.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -148517.265625 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -148517.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -148520.828125 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -148520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -148522.484375 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -148522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -148524.468750 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -148524.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Entering Unmasked Estep 
Score: -11108395.000000 Penalty: 2728.776855
	Iteration 0F: 2 clusters Score -1.11084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -11078000.000000 Penalty: 5457.553711
	Iteration 0F: 3 clusters Score -1.1078e+07 nChanged 27783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -11093839.000000 Penalty: 5457.553711
	Iteration 1F: 3 clusters Score -1.109384e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -11094882.000000 Penalty: 5457.553711
	Iteration 2Q: 3 clusters Score -1.109488e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -11096264.000000 Penalty: 5457.553711
	Iteration 3F: 3 clusters Score -1.109626e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -11098378.000000 Penalty: 5457.553711
	Iteration 4F: 3 clusters Score -1.109838e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -11101775.000000 Penalty: 5457.553711
	Iteration 5F: 3 clusters Score -1.110178e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -11104538.000000 Penalty: 5457.553711
	Iteration 6F: 3 clusters Score -1.110454e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -11105930.000000 Penalty: 5457.553711
	Iteration 7F: 3 clusters Score -1.110593e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -11106188.000000 Penalty: 5457.553711
	Iteration 8Q: 3 clusters Score -1.110619e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11106285.000000 Penalty: 5457.553711
	Iteration 9Q: 3 clusters Score -1.110628e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11106259.000000 Penalty: 5457.553711
	Iteration 10Q: 3 clusters Score -1.110626e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11106305.000000 Penalty: 5457.553711
	Iteration 11Q: 3 clusters Score -1.11063e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11106352.000000 Penalty: 5457.553711
	Iteration 12Q: 3 clusters Score -1.110635e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11106366.000000 Penalty: 5457.553711
	Iteration 13Q: 3 clusters Score -1.110637e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11106389.000000 Penalty: 5457.553711
	Iteration 14Q: 3 clusters Score -1.110639e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11106381.000000 Penalty: 5457.553711
	Iteration 15Q: 3 clusters Score -1.110638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11106383.000000 Penalty: 5457.553711
	Iteration 16Q: 3 clusters Score -1.110638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11106399.000000 Penalty: 5457.553711
	Iteration 17Q: 3 clusters Score -1.11064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -11106413.000000 Penalty: 5457.553711
	Iteration 18Q: 3 clusters Score -1.110641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11106421.000000 Penalty: 5457.553711
	Iteration 19Q: 3 clusters Score -1.110642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -11106429.000000 Penalty: 5457.553711
	Iteration 20F: 3 clusters Score -1.110643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -11106438.000000 Penalty: 5457.553711
	Iteration 21Q: 3 clusters Score -1.110644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -11106431.000000 Penalty: 5457.553711
	Iteration 22Q: 3 clusters Score -1.110643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11106430.000000 Penalty: 5457.553711
	Iteration 23Q: 3 clusters Score -1.110643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -11106431.000000 Penalty: 5457.553711
	Iteration 24Q: 3 clusters Score -1.110643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -11106435.000000 Penalty: 5457.553711
	Iteration 25Q: 3 clusters Score -1.110644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11106434.000000 Penalty: 5457.553711
	Iteration 26Q: 3 clusters Score -1.110643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11106442.000000 Penalty: 5457.553711
	Iteration 27Q: 3 clusters Score -1.110644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11106435.000000 Penalty: 5457.553711
	Iteration 28Q: 3 clusters Score -1.110644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11106442.000000 Penalty: 5457.553711
	Iteration 29Q: 3 clusters Score -1.110644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11106437.000000 Penalty: 5457.553711
	Iteration 30Q: 3 clusters Score -1.110644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -11106442.000000 Penalty: 5457.553711
	Iteration 31Q: 3 clusters Score -1.110644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11106441.000000 Penalty: 5457.553711
	Iteration 32Q: 3 clusters Score -1.110644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -11106431.000000 Penalty: 5457.553711
	Iteration 33Q: 3 clusters Score -1.110643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11106429.000000 Penalty: 5457.553711
	Iteration 34Q: 3 clusters Score -1.110643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11106435.000000 Penalty: 5457.553711
	Iteration 35Q: 3 clusters Score -1.110644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11106442.000000 Penalty: 5457.553711
	Iteration 36Q: 3 clusters Score -1.110644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11106444.000000 Penalty: 5457.553711
	Iteration 37Q: 3 clusters Score -1.110644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11106439.000000 Penalty: 5457.553711
	Iteration 38Q: 3 clusters Score -1.110644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11106439.000000 Penalty: 5457.553711
	Iteration 39Q: 3 clusters Score -1.110644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11106439.000000 Penalty: 5457.553711
	Iteration 40F: 3 clusters Score -1.110644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Entering Unmasked Estep 
Score: -14082274.000000 Penalty: 2788.440430
	Iteration 0F: 2 clusters Score -1.408227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -14055854.000000 Penalty: 5576.880859
	Iteration 0F: 3 clusters Score -1.405585e+07 nChanged 35681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -14076713.000000 Penalty: 5576.880859
	Iteration 1F: 3 clusters Score -1.407671e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -14078423.000000 Penalty: 5576.880859
	Iteration 2Q: 3 clusters Score -1.407842e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -14080806.000000 Penalty: 5576.880859
	Iteration 3F: 3 clusters Score -1.408081e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -14083492.000000 Penalty: 5576.880859
	Iteration 4F: 3 clusters Score -1.408349e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -14085906.000000 Penalty: 5576.880859
	Iteration 5F: 3 clusters Score -1.408591e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -14087992.000000 Penalty: 5576.880859
	Iteration 6F: 3 clusters Score -1.408799e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -14090014.000000 Penalty: 5576.880859
	Iteration 7F: 3 clusters Score -1.409001e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -14091209.000000 Penalty: 5576.880859
	Iteration 8Q: 3 clusters Score -1.409121e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -14091575.000000 Penalty: 5576.880859
	Iteration 9Q: 3 clusters Score -1.409158e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -14091646.000000 Penalty: 5576.880859
	Iteration 10Q: 3 clusters Score -1.409165e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -14091597.000000 Penalty: 5576.880859
	Iteration 11Q: 3 clusters Score -1.40916e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -14091586.000000 Penalty: 5576.880859
	Iteration 12Q: 3 clusters Score -1.409159e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -14091653.000000 Penalty: 5576.880859
	Iteration 13Q: 3 clusters Score -1.409165e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -14091670.000000 Penalty: 5576.880859
	Iteration 14Q: 3 clusters Score -1.409167e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -14091707.000000 Penalty: 5576.880859
	Iteration 15Q: 3 clusters Score -1.409171e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -14091858.000000 Penalty: 5576.880859
	Iteration 16Q: 3 clusters Score -1.409186e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -14092139.000000 Penalty: 5576.880859
	Iteration 17Q: 3 clusters Score -1.409214e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -14092492.000000 Penalty: 5576.880859
	Iteration 18Q: 3 clusters Score -1.409249e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -14093005.000000 Penalty: 5576.880859
	Iteration 19Q: 3 clusters Score -1.4093e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -14093551.000000 Penalty: 5576.880859
	Iteration 20F: 3 clusters Score -1.409355e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -14093985.000000 Penalty: 5576.880859
	Iteration 21Q: 3 clusters Score -1.409398e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -14094415.000000 Penalty: 5576.880859
	Iteration 22Q: 3 clusters Score -1.409442e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -14094853.000000 Penalty: 5576.880859
	Iteration 23Q: 3 clusters Score -1.409485e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -14095207.000000 Penalty: 5576.880859
	Iteration 24Q: 3 clusters Score -1.409521e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -14095448.000000 Penalty: 5576.880859
	Iteration 25Q: 3 clusters Score -1.409545e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -14095625.000000 Penalty: 5576.880859
	Iteration 26Q: 3 clusters Score -1.409562e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -14095699.000000 Penalty: 5576.880859
	Iteration 27Q: 3 clusters Score -1.40957e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -14095763.000000 Penalty: 5576.880859
	Iteration 28Q: 3 clusters Score -1.409576e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -14095859.000000 Penalty: 5576.880859
	Iteration 29Q: 3 clusters Score -1.409586e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -14095950.000000 Penalty: 5576.880859
	Iteration 30Q: 3 clusters Score -1.409595e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -14096008.000000 Penalty: 5576.880859
	Iteration 31Q: 3 clusters Score -1.409601e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -14096054.000000 Penalty: 5576.880859
	Iteration 32Q: 3 clusters Score -1.409605e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -14096039.000000 Penalty: 5576.880859
	Iteration 33Q: 3 clusters Score -1.409604e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -14096044.000000 Penalty: 5576.880859
	Iteration 34Q: 3 clusters Score -1.409604e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -14096067.000000 Penalty: 5576.880859
	Iteration 35Q: 3 clusters Score -1.409607e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -14096083.000000 Penalty: 5576.880859
	Iteration 36Q: 3 clusters Score -1.409608e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -14096094.000000 Penalty: 5576.880859
	Iteration 37Q: 3 clusters Score -1.409609e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -14096118.000000 Penalty: 5576.880859
	Iteration 38Q: 3 clusters Score -1.409612e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -14096155.000000 Penalty: 5576.880859
	Iteration 39Q: 3 clusters Score -1.409616e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -14096158.000000 Penalty: 5576.880859
	Iteration 40F: 3 clusters Score -1.409616e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -14096140.000000 Penalty: 5576.880859
	Iteration 41Q: 3 clusters Score -1.409614e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -14096160.000000 Penalty: 5576.880859
	Iteration 42Q: 3 clusters Score -1.409616e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -14096098.000000 Penalty: 5576.880859
	Iteration 43Q: 3 clusters Score -1.40961e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -14096101.000000 Penalty: 5576.880859
	Iteration 44Q: 3 clusters Score -1.40961e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -14096132.000000 Penalty: 5576.880859
	Iteration 45Q: 3 clusters Score -1.409613e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -14096104.000000 Penalty: 5576.880859
	Iteration 46Q: 3 clusters Score -1.40961e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -14096081.000000 Penalty: 5576.880859
	Iteration 47Q: 3 clusters Score -1.409608e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -14096134.000000 Penalty: 5576.880859
	Iteration 48Q: 3 clusters Score -1.409613e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -14096160.000000 Penalty: 5576.880859
	Iteration 49Q: 3 clusters Score -1.409616e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -14096157.000000 Penalty: 5576.880859
	Iteration 50Q: 3 clusters Score -1.409616e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -14096185.000000 Penalty: 5576.880859
	Iteration 51Q: 3 clusters Score -1.409618e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -14096213.000000 Penalty: 5576.880859
	Iteration 52Q: 3 clusters Score -1.409621e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -14096257.000000 Penalty: 5576.880859
	Iteration 53Q: 3 clusters Score -1.409626e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -14096258.000000 Penalty: 5576.880859
	Iteration 54Q: 3 clusters Score -1.409626e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -14096253.000000 Penalty: 5576.880859
	Iteration 55Q: 3 clusters Score -1.409625e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -14096221.000000 Penalty: 5576.880859
	Iteration 56Q: 3 clusters Score -1.409622e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -14096237.000000 Penalty: 5576.880859
	Iteration 57Q: 3 clusters Score -1.409624e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -14096254.000000 Penalty: 5576.880859
	Iteration 58Q: 3 clusters Score -1.409625e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -14096260.000000 Penalty: 5576.880859
	Iteration 59Q: 3 clusters Score -1.409626e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -14096256.000000 Penalty: 5576.880859
	Iteration 60F: 3 clusters Score -1.409626e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -14096275.000000 Penalty: 5576.880859
	Iteration 61Q: 3 clusters Score -1.409628e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -14096275.000000 Penalty: 5576.880859
	Iteration 62Q: 3 clusters Score -1.409628e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -14096285.000000 Penalty: 5576.880859
	Iteration 63Q: 3 clusters Score -1.409628e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -14096286.000000 Penalty: 5576.880859
	Iteration 64Q: 3 clusters Score -1.409629e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -14096295.000000 Penalty: 5576.880859
	Iteration 65Q: 3 clusters Score -1.40963e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -14096306.000000 Penalty: 5576.880859
	Iteration 66Q: 3 clusters Score -1.409631e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -14096323.000000 Penalty: 5576.880859
	Iteration 67Q: 3 clusters Score -1.409632e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -14096314.000000 Penalty: 5576.880859
	Iteration 68Q: 3 clusters Score -1.409631e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -14096323.000000 Penalty: 5576.880859
	Iteration 69Q: 3 clusters Score -1.409632e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -14096308.000000 Penalty: 5576.880859
	Iteration 70Q: 3 clusters Score -1.409631e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -14096328.000000 Penalty: 5576.880859
	Iteration 71Q: 3 clusters Score -1.409633e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -14096342.000000 Penalty: 5576.880859
	Iteration 72Q: 3 clusters Score -1.409634e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -14096286.000000 Penalty: 5576.880859
	Iteration 73Q: 3 clusters Score -1.409629e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -14096307.000000 Penalty: 5576.880859
	Iteration 74Q: 3 clusters Score -1.409631e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -14096320.000000 Penalty: 5576.880859
	Iteration 75Q: 3 clusters Score -1.409632e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -14096343.000000 Penalty: 5576.880859
	Iteration 76Q: 3 clusters Score -1.409634e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -14096360.000000 Penalty: 5576.880859
	Iteration 77Q: 3 clusters Score -1.409636e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -14096364.000000 Penalty: 5576.880859
	Iteration 78Q: 3 clusters Score -1.409636e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -14096367.000000 Penalty: 5576.880859
	Iteration 79Q: 3 clusters Score -1.409637e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -14096382.000000 Penalty: 5576.880859
	Iteration 80F: 3 clusters Score -1.409638e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -14096400.000000 Penalty: 5576.880859
	Iteration 81Q: 3 clusters Score -1.40964e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -14096418.000000 Penalty: 5576.880859
	Iteration 82Q: 3 clusters Score -1.409642e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -14096445.000000 Penalty: 5576.880859
	Iteration 83Q: 3 clusters Score -1.409644e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -14096438.000000 Penalty: 5576.880859
	Iteration 84Q: 3 clusters Score -1.409644e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -14096431.000000 Penalty: 5576.880859
	Iteration 85Q: 3 clusters Score -1.409643e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -14096442.000000 Penalty: 5576.880859
	Iteration 86Q: 3 clusters Score -1.409644e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -14096463.000000 Penalty: 5576.880859
	Iteration 87Q: 3 clusters Score -1.409646e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -14096498.000000 Penalty: 5576.880859
	Iteration 88Q: 3 clusters Score -1.40965e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -14096561.000000 Penalty: 5576.880859
	Iteration 89Q: 3 clusters Score -1.409656e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -14096563.000000 Penalty: 5576.880859
	Iteration 90Q: 3 clusters Score -1.409656e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -14096586.000000 Penalty: 5576.880859
	Iteration 91Q: 3 clusters Score -1.409659e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -14096640.000000 Penalty: 5576.880859
	Iteration 92Q: 3 clusters Score -1.409664e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -14096697.000000 Penalty: 5576.880859
	Iteration 93Q: 3 clusters Score -1.40967e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -14096751.000000 Penalty: 5576.880859
	Iteration 94Q: 3 clusters Score -1.409675e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -14096811.000000 Penalty: 5576.880859
	Iteration 95Q: 3 clusters Score -1.409681e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -14096920.000000 Penalty: 5576.880859
	Iteration 96Q: 3 clusters Score -1.409692e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -14096953.000000 Penalty: 5576.880859
	Iteration 97Q: 3 clusters Score -1.409695e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -14097003.000000 Penalty: 5576.880859
	Iteration 98Q: 3 clusters Score -1.4097e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -14097090.000000 Penalty: 5576.880859
	Iteration 99Q: 3 clusters Score -1.409709e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -14097138.000000 Penalty: 5576.880859
	Iteration 100F: 3 clusters Score -1.409714e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -14097182.000000 Penalty: 5576.880859
	Iteration 101Q: 3 clusters Score -1.409718e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -14097242.000000 Penalty: 5576.880859
	Iteration 102Q: 3 clusters Score -1.409724e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -14097360.000000 Penalty: 5576.880859
	Iteration 103Q: 3 clusters Score -1.409736e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -14097488.000000 Penalty: 5576.880859
	Iteration 104Q: 3 clusters Score -1.409749e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -14097619.000000 Penalty: 5576.880859
	Iteration 105Q: 3 clusters Score -1.409762e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -14097763.000000 Penalty: 5576.880859
	Iteration 106Q: 3 clusters Score -1.409776e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -14097926.000000 Penalty: 5576.880859
	Iteration 107Q: 3 clusters Score -1.409793e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -14098035.000000 Penalty: 5576.880859
	Iteration 108Q: 3 clusters Score -1.409804e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -14098033.000000 Penalty: 5576.880859
	Iteration 109Q: 3 clusters Score -1.409803e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -14097962.000000 Penalty: 5576.880859
	Iteration 110Q: 3 clusters Score -1.409796e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -14097755.000000 Penalty: 5576.880859
	Iteration 111Q: 3 clusters Score -1.409776e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -14097326.000000 Penalty: 5576.880859
	Iteration 112Q: 3 clusters Score -1.409733e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -14096942.000000 Penalty: 5576.880859
	Iteration 113Q: 3 clusters Score -1.409694e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -14096436.000000 Penalty: 5576.880859
	Iteration 114Q: 3 clusters Score -1.409644e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -14095981.000000 Penalty: 5576.880859
	Iteration 115Q: 3 clusters Score -1.409598e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -14095617.000000 Penalty: 5576.880859
	Iteration 116Q: 3 clusters Score -1.409562e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -14095254.000000 Penalty: 5576.880859
	Iteration 117Q: 3 clusters Score -1.409525e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -14094897.000000 Penalty: 5576.880859
	Iteration 118Q: 3 clusters Score -1.40949e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 54240 members 
Entering Unmasked Estep 
Score: -14094653.000000 Penalty: 5576.880859
	Iteration 119Q: 3 clusters Score -1.409465e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -14094384.000000 Penalty: 5576.880859
	Iteration 120F: 3 clusters Score -1.409438e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -14094130.000000 Penalty: 5576.880859
	Iteration 121Q: 3 clusters Score -1.409413e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -14093967.000000 Penalty: 5576.880859
	Iteration 122Q: 3 clusters Score -1.409397e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -14093785.000000 Penalty: 5576.880859
	Iteration 123Q: 3 clusters Score -1.409378e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -14093730.000000 Penalty: 5576.880859
	Iteration 124Q: 3 clusters Score -1.409373e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -14093603.000000 Penalty: 5576.880859
	Iteration 125Q: 3 clusters Score -1.40936e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -14093555.000000 Penalty: 5576.880859
	Iteration 126Q: 3 clusters Score -1.409356e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -14093506.000000 Penalty: 5576.880859
	Iteration 127Q: 3 clusters Score -1.409351e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -14093458.000000 Penalty: 5576.880859
	Iteration 128Q: 3 clusters Score -1.409346e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -14093428.000000 Penalty: 5576.880859
	Iteration 129Q: 3 clusters Score -1.409343e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -14093383.000000 Penalty: 5576.880859
	Iteration 130Q: 3 clusters Score -1.409338e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -14093301.000000 Penalty: 5576.880859
	Iteration 131Q: 3 clusters Score -1.40933e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -14093280.000000 Penalty: 5576.880859
	Iteration 132Q: 3 clusters Score -1.409328e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -14093241.000000 Penalty: 5576.880859
	Iteration 133Q: 3 clusters Score -1.409324e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -14093222.000000 Penalty: 5576.880859
	Iteration 134Q: 3 clusters Score -1.409322e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -14093196.000000 Penalty: 5576.880859
	Iteration 135Q: 3 clusters Score -1.40932e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -14093174.000000 Penalty: 5576.880859
	Iteration 136Q: 3 clusters Score -1.409317e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -14093186.000000 Penalty: 5576.880859
	Iteration 137Q: 3 clusters Score -1.409319e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -14093193.000000 Penalty: 5576.880859
	Iteration 138Q: 3 clusters Score -1.409319e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -14093158.000000 Penalty: 5576.880859
	Iteration 139Q: 3 clusters Score -1.409316e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -14093137.000000 Penalty: 5576.880859
	Iteration 140F: 3 clusters Score -1.409314e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -14093104.000000 Penalty: 5576.880859
	Iteration 141Q: 3 clusters Score -1.40931e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -14093104.000000 Penalty: 5576.880859
	Iteration 142Q: 3 clusters Score -1.40931e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -14093086.000000 Penalty: 5576.880859
	Iteration 143Q: 3 clusters Score -1.409309e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -14093082.000000 Penalty: 5576.880859
	Iteration 144Q: 3 clusters Score -1.409308e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -14093090.000000 Penalty: 5576.880859
	Iteration 145Q: 3 clusters Score -1.409309e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -14093088.000000 Penalty: 5576.880859
	Iteration 146Q: 3 clusters Score -1.409309e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -14093072.000000 Penalty: 5576.880859
	Iteration 147Q: 3 clusters Score -1.409307e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -14093063.000000 Penalty: 5576.880859
	Iteration 148Q: 3 clusters Score -1.409306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -14093054.000000 Penalty: 5576.880859
	Iteration 149Q: 3 clusters Score -1.409305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -14093044.000000 Penalty: 5576.880859
	Iteration 150Q: 3 clusters Score -1.409304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -14093047.000000 Penalty: 5576.880859
	Iteration 151Q: 3 clusters Score -1.409305e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -14093047.000000 Penalty: 5576.880859
	Iteration 152Q: 3 clusters Score -1.409305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -14093049.000000 Penalty: 5576.880859
	Iteration 153Q: 3 clusters Score -1.409305e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -14093052.000000 Penalty: 5576.880859
	Iteration 154Q: 3 clusters Score -1.409305e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -14093040.000000 Penalty: 5576.880859
	Iteration 155Q: 3 clusters Score -1.409304e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -14093045.000000 Penalty: 5576.880859
	Iteration 156Q: 3 clusters Score -1.409304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -14093045.000000 Penalty: 5576.880859
	Iteration 157Q: 3 clusters Score -1.409304e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -14093027.000000 Penalty: 5576.880859
	Iteration 158Q: 3 clusters Score -1.409303e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -14093025.000000 Penalty: 5576.880859
	Iteration 159Q: 3 clusters Score -1.409302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -14093028.000000 Penalty: 5576.880859
	Iteration 160F: 3 clusters Score -1.409303e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -14093013.000000 Penalty: 5576.880859
	Iteration 161Q: 3 clusters Score -1.409301e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -14093033.000000 Penalty: 5576.880859
	Iteration 162Q: 3 clusters Score -1.409303e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -14093025.000000 Penalty: 5576.880859
	Iteration 163Q: 3 clusters Score -1.409302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -14093019.000000 Penalty: 5576.880859
	Iteration 164Q: 3 clusters Score -1.409302e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -14093005.000000 Penalty: 5576.880859
	Iteration 165Q: 3 clusters Score -1.4093e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -14092995.000000 Penalty: 5576.880859
	Iteration 166Q: 3 clusters Score -1.4093e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -14092998.000000 Penalty: 5576.880859
	Iteration 167Q: 3 clusters Score -1.4093e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -14093004.000000 Penalty: 5576.880859
	Iteration 168Q: 3 clusters Score -1.4093e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -14093006.000000 Penalty: 5576.880859
	Iteration 169Q: 3 clusters Score -1.409301e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -14093021.000000 Penalty: 5576.880859
	Iteration 170Q: 3 clusters Score -1.409302e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -14093036.000000 Penalty: 5576.880859
	Iteration 171Q: 3 clusters Score -1.409304e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -14093044.000000 Penalty: 5576.880859
	Iteration 172Q: 3 clusters Score -1.409304e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -14093057.000000 Penalty: 5576.880859
	Iteration 173Q: 3 clusters Score -1.409306e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -14093074.000000 Penalty: 5576.880859
	Iteration 174Q: 3 clusters Score -1.409307e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -14093081.000000 Penalty: 5576.880859
	Iteration 175Q: 3 clusters Score -1.409308e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -14093088.000000 Penalty: 5576.880859
	Iteration 176Q: 3 clusters Score -1.409309e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -14093102.000000 Penalty: 5576.880859
	Iteration 177Q: 3 clusters Score -1.40931e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -14093108.000000 Penalty: 5576.880859
	Iteration 178Q: 3 clusters Score -1.409311e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -14093132.000000 Penalty: 5576.880859
	Iteration 179Q: 3 clusters Score -1.409313e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -14093137.000000 Penalty: 5576.880859
	Iteration 180F: 3 clusters Score -1.409314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -14093137.000000 Penalty: 5576.880859
	Iteration 181Q: 3 clusters Score -1.409314e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -14093126.000000 Penalty: 5576.880859
	Iteration 182Q: 3 clusters Score -1.409313e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -14093115.000000 Penalty: 5576.880859
	Iteration 183Q: 3 clusters Score -1.409312e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -14093139.000000 Penalty: 5576.880859
	Iteration 184Q: 3 clusters Score -1.409314e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -14093144.000000 Penalty: 5576.880859
	Iteration 185Q: 3 clusters Score -1.409314e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -14093140.000000 Penalty: 5576.880859
	Iteration 186Q: 3 clusters Score -1.409314e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -14093142.000000 Penalty: 5576.880859
	Iteration 187Q: 3 clusters Score -1.409314e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -14093150.000000 Penalty: 5576.880859
	Iteration 188Q: 3 clusters Score -1.409315e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -14093163.000000 Penalty: 5576.880859
	Iteration 189Q: 3 clusters Score -1.409316e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -14093140.000000 Penalty: 5576.880859
	Iteration 190Q: 3 clusters Score -1.409314e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -14093188.000000 Penalty: 5576.880859
	Iteration 191Q: 3 clusters Score -1.409319e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -14093194.000000 Penalty: 5576.880859
	Iteration 192Q: 3 clusters Score -1.409319e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -14093170.000000 Penalty: 5576.880859
	Iteration 193Q: 3 clusters Score -1.409317e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -14093173.000000 Penalty: 5576.880859
	Iteration 194Q: 3 clusters Score -1.409317e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -14093180.000000 Penalty: 5576.880859
	Iteration 195Q: 3 clusters Score -1.409318e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -14093219.000000 Penalty: 5576.880859
	Iteration 196Q: 3 clusters Score -1.409322e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -14093232.000000 Penalty: 5576.880859
	Iteration 197Q: 3 clusters Score -1.409323e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -14093293.000000 Penalty: 5576.880859
	Iteration 198Q: 3 clusters Score -1.409329e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -14093368.000000 Penalty: 5576.880859
	Iteration 199Q: 3 clusters Score -1.409337e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -14093445.000000 Penalty: 5576.880859
	Iteration 200F: 3 clusters Score -1.409344e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -14093498.000000 Penalty: 5576.880859
	Iteration 201Q: 3 clusters Score -1.40935e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -14093580.000000 Penalty: 5576.880859
	Iteration 202Q: 3 clusters Score -1.409358e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -14093600.000000 Penalty: 5576.880859
	Iteration 203Q: 3 clusters Score -1.40936e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -14093635.000000 Penalty: 5576.880859
	Iteration 204Q: 3 clusters Score -1.409364e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -14093704.000000 Penalty: 5576.880859
	Iteration 205Q: 3 clusters Score -1.40937e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -14093804.000000 Penalty: 5576.880859
	Iteration 206Q: 3 clusters Score -1.40938e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -14093885.000000 Penalty: 5576.880859
	Iteration 207Q: 3 clusters Score -1.409388e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -14093944.000000 Penalty: 5576.880859
	Iteration 208Q: 3 clusters Score -1.409394e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -14094018.000000 Penalty: 5576.880859
	Iteration 209Q: 3 clusters Score -1.409402e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -14094055.000000 Penalty: 5576.880859
	Iteration 210Q: 3 clusters Score -1.409406e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -14094106.000000 Penalty: 5576.880859
	Iteration 211Q: 3 clusters Score -1.409411e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -14094153.000000 Penalty: 5576.880859
	Iteration 212Q: 3 clusters Score -1.409415e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -14094143.000000 Penalty: 5576.880859
	Iteration 213Q: 3 clusters Score -1.409414e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -14094227.000000 Penalty: 5576.880859
	Iteration 214Q: 3 clusters Score -1.409423e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -14094264.000000 Penalty: 5576.880859
	Iteration 215Q: 3 clusters Score -1.409426e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -14094348.000000 Penalty: 5576.880859
	Iteration 216Q: 3 clusters Score -1.409435e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -14094417.000000 Penalty: 5576.880859
	Iteration 217Q: 3 clusters Score -1.409442e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -14094453.000000 Penalty: 5576.880859
	Iteration 218Q: 3 clusters Score -1.409445e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -14094481.000000 Penalty: 5576.880859
	Iteration 219Q: 3 clusters Score -1.409448e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -14094503.000000 Penalty: 5576.880859
	Iteration 220F: 3 clusters Score -1.40945e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -14094520.000000 Penalty: 5576.880859
	Iteration 221Q: 3 clusters Score -1.409452e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -14094548.000000 Penalty: 5576.880859
	Iteration 222Q: 3 clusters Score -1.409455e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -14094548.000000 Penalty: 5576.880859
	Iteration 223Q: 3 clusters Score -1.409455e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -14094545.000000 Penalty: 5576.880859
	Iteration 224Q: 3 clusters Score -1.409454e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -14094603.000000 Penalty: 5576.880859
	Iteration 225Q: 3 clusters Score -1.40946e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -14094591.000000 Penalty: 5576.880859
	Iteration 226Q: 3 clusters Score -1.409459e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -14094607.000000 Penalty: 5576.880859
	Iteration 227Q: 3 clusters Score -1.409461e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -14094599.000000 Penalty: 5576.880859
	Iteration 228Q: 3 clusters Score -1.40946e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -14094607.000000 Penalty: 5576.880859
	Iteration 229Q: 3 clusters Score -1.409461e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -14094623.000000 Penalty: 5576.880859
	Iteration 230Q: 3 clusters Score -1.409462e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -14094621.000000 Penalty: 5576.880859
	Iteration 231Q: 3 clusters Score -1.409462e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -14094652.000000 Penalty: 5576.880859
	Iteration 232Q: 3 clusters Score -1.409465e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -14094679.000000 Penalty: 5576.880859
	Iteration 233Q: 3 clusters Score -1.409468e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -14094724.000000 Penalty: 5576.880859
	Iteration 234Q: 3 clusters Score -1.409472e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -14094731.000000 Penalty: 5576.880859
	Iteration 235Q: 3 clusters Score -1.409473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -14094748.000000 Penalty: 5576.880859
	Iteration 236Q: 3 clusters Score -1.409475e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -14094762.000000 Penalty: 5576.880859
	Iteration 237Q: 3 clusters Score -1.409476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -14094748.000000 Penalty: 5576.880859
	Iteration 238Q: 3 clusters Score -1.409475e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -14094748.000000 Penalty: 5576.880859
	Iteration 239Q: 3 clusters Score -1.409475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -14094754.000000 Penalty: 5576.880859
	Iteration 240F: 3 clusters Score -1.409475e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -14094745.000000 Penalty: 5576.880859
	Iteration 241Q: 3 clusters Score -1.409474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -14094737.000000 Penalty: 5576.880859
	Iteration 242Q: 3 clusters Score -1.409474e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -14094733.000000 Penalty: 5576.880859
	Iteration 243Q: 3 clusters Score -1.409473e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -14094750.000000 Penalty: 5576.880859
	Iteration 244Q: 3 clusters Score -1.409475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -14094736.000000 Penalty: 5576.880859
	Iteration 245Q: 3 clusters Score -1.409474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -14094749.000000 Penalty: 5576.880859
	Iteration 246Q: 3 clusters Score -1.409475e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -14094736.000000 Penalty: 5576.880859
	Iteration 247Q: 3 clusters Score -1.409474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -14094742.000000 Penalty: 5576.880859
	Iteration 248Q: 3 clusters Score -1.409474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -14094757.000000 Penalty: 5576.880859
	Iteration 249Q: 3 clusters Score -1.409476e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -14094745.000000 Penalty: 5576.880859
	Iteration 250Q: 3 clusters Score -1.409474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -14094754.000000 Penalty: 5576.880859
	Iteration 251Q: 3 clusters Score -1.409475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -14094772.000000 Penalty: 5576.880859
	Iteration 252Q: 3 clusters Score -1.409477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -14094766.000000 Penalty: 5576.880859
	Iteration 253Q: 3 clusters Score -1.409477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -14094752.000000 Penalty: 5576.880859
	Iteration 254Q: 3 clusters Score -1.409475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -14094738.000000 Penalty: 5576.880859
	Iteration 255Q: 3 clusters Score -1.409474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -14094745.000000 Penalty: 5576.880859
	Iteration 256Q: 3 clusters Score -1.409474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -14094761.000000 Penalty: 5576.880859
	Iteration 257Q: 3 clusters Score -1.409476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -14094770.000000 Penalty: 5576.880859
	Iteration 258Q: 3 clusters Score -1.409477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -14094774.000000 Penalty: 5576.880859
	Iteration 259Q: 3 clusters Score -1.409477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -14094791.000000 Penalty: 5576.880859
	Iteration 260F: 3 clusters Score -1.409479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -14094802.000000 Penalty: 5576.880859
	Iteration 261Q: 3 clusters Score -1.40948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -14094811.000000 Penalty: 5576.880859
	Iteration 262Q: 3 clusters Score -1.409481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -14094814.000000 Penalty: 5576.880859
	Iteration 263Q: 3 clusters Score -1.409481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -14094823.000000 Penalty: 5576.880859
	Iteration 264Q: 3 clusters Score -1.409482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -14094825.000000 Penalty: 5576.880859
	Iteration 265Q: 3 clusters Score -1.409482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -14094818.000000 Penalty: 5576.880859
	Iteration 266Q: 3 clusters Score -1.409482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -14094821.000000 Penalty: 5576.880859
	Iteration 267Q: 3 clusters Score -1.409482e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -14094829.000000 Penalty: 5576.880859
	Iteration 268Q: 3 clusters Score -1.409483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -14094832.000000 Penalty: 5576.880859
	Iteration 269Q: 3 clusters Score -1.409483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -14094844.000000 Penalty: 5576.880859
	Iteration 270Q: 3 clusters Score -1.409484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -14094855.000000 Penalty: 5576.880859
	Iteration 271Q: 3 clusters Score -1.409486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -14094850.000000 Penalty: 5576.880859
	Iteration 272Q: 3 clusters Score -1.409485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -14094861.000000 Penalty: 5576.880859
	Iteration 273Q: 3 clusters Score -1.409486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -14094848.000000 Penalty: 5576.880859
	Iteration 274Q: 3 clusters Score -1.409485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -14094848.000000 Penalty: 5576.880859
	Iteration 275Q: 3 clusters Score -1.409485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -14094852.000000 Penalty: 5576.880859
	Iteration 276Q: 3 clusters Score -1.409485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -14094850.000000 Penalty: 5576.880859
	Iteration 277Q: 3 clusters Score -1.409485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -14094853.000000 Penalty: 5576.880859
	Iteration 278Q: 3 clusters Score -1.409485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -14094855.000000 Penalty: 5576.880859
	Iteration 279Q: 3 clusters Score -1.409486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -14094854.000000 Penalty: 5576.880859
	Iteration 280F: 3 clusters Score -1.409485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -14094861.000000 Penalty: 5576.880859
	Iteration 281Q: 3 clusters Score -1.409486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -14094861.000000 Penalty: 5576.880859
	Iteration 282F: 3 clusters Score -1.409486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 49938 members 
Mstep: Class 10 contains 47968 members 
Mstep: Class 11 contains 102 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 68181 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 23372 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58502 members 
Mstep: Class 23 contains 73769 members 
Mstep: Class 24 contains 53026 members 
Entering Unmasked Estep 
Score: -110031008.000000 Penalty: 79215.406250
Splitting cluster 17 changes total score from -109987416.000000 to -110031008.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -172909.062500 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -172909.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -170933.671875 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -170933.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -171566.859375 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -171566.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -172190.250000 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -172190.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -172933.140625 Penalty: 3531.740479
	Iteration 3F: 3 clusters Score -172933.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -173673.125000 Penalty: 3531.740479
	Iteration 4F: 3 clusters Score -173673.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -174319.484375 Penalty: 3531.740479
	Iteration 5F: 3 clusters Score -174319.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -174627.281250 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -174627.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -174860.328125 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -174860.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -174926.343750 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -174926.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -174965.250000 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -174965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -174981.125000 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -174981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -174987.265625 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -174987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -174988.703125 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -174988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -174991.828125 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -174991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -174996.750000 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -174996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -174999.765625 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -174999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175013.109375 Penalty: 3531.740479
	Iteration 16F: 3 clusters Score -175013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -175042.593750 Penalty: 3531.740479
	Iteration 17Q: 3 clusters Score -175042.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -175049.406250 Penalty: 3531.740479
	Iteration 18Q: 3 clusters Score -175049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -175049.406250 Penalty: 3531.740479
	Iteration 19F: 3 clusters Score -175049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 49938 members 
Mstep: Class 10 contains 47968 members 
Mstep: Class 11 contains 102 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 68181 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 23372 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 58502 members 
Mstep: Class 23 contains 73769 members 
Mstep: Class 24 contains 53026 members 
Mstep: Class 25 contains 736 members 
Entering Unmasked Estep 
Score: -110031608.000000 Penalty: 82516.046875
Splitting cluster 19 changes total score from -109987416.000000 to -110031608.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -85540.492188 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -85540.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84226.539062 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -84226.54 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85579.773438 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -85579.77 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -87198.734375 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -87198.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88942.515625 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -88942.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -89631.500000 Penalty: 3368.445801
	Iteration 4F: 3 clusters Score -89631.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -89771.000000 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -89771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -89813.117188 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -89813.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89837.062500 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -89837.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89846.718750 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -89846.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89846.718750 Penalty: 3368.445801
	Iteration 9F: 3 clusters Score -89846.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 49938 members 
Mstep: Class 10 contains 47968 members 
Mstep: Class 11 contains 102 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 68181 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 23372 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 58502 members 
Mstep: Class 23 contains 73769 members 
Mstep: Class 24 contains 53026 members 
Mstep: Class 25 contains 736 members 
Mstep: Class 26 contains 325 members 
Entering Unmasked Estep 
Score: -110034040.000000 Penalty: 85816.687500
Splitting cluster 21 changes total score from -109987416.000000 to -110034040.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (58502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Entering Unmasked Estep 
Score: -10867020.000000 Penalty: 2722.250488
	Iteration 0F: 2 clusters Score -1.086702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -10838501.000000 Penalty: 5444.500977
	Iteration 0F: 3 clusters Score -1.08385e+07 nChanged 27294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -10853781.000000 Penalty: 5444.500977
	Iteration 1F: 3 clusters Score -1.085378e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -10854471.000000 Penalty: 5444.500977
	Iteration 2Q: 3 clusters Score -1.085447e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -10855216.000000 Penalty: 5444.500977
	Iteration 3Q: 3 clusters Score -1.085522e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -10856179.000000 Penalty: 5444.500977
	Iteration 4Q: 3 clusters Score -1.085618e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -10857437.000000 Penalty: 5444.500977
	Iteration 5Q: 3 clusters Score -1.085744e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -10859324.000000 Penalty: 5444.500977
	Iteration 6F: 3 clusters Score -1.085932e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -10861881.000000 Penalty: 5444.500977
	Iteration 7F: 3 clusters Score -1.086188e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -10864667.000000 Penalty: 5444.500977
	Iteration 8F: 3 clusters Score -1.086467e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -10866701.000000 Penalty: 5444.500977
	Iteration 9F: 3 clusters Score -1.08667e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -10867791.000000 Penalty: 5444.500977
	Iteration 10Q: 3 clusters Score -1.086779e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -10868363.000000 Penalty: 5444.500977
	Iteration 11Q: 3 clusters Score -1.086836e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -10868745.000000 Penalty: 5444.500977
	Iteration 12Q: 3 clusters Score -1.086874e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -10869060.000000 Penalty: 5444.500977
	Iteration 13Q: 3 clusters Score -1.086906e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -10869329.000000 Penalty: 5444.500977
	Iteration 14Q: 3 clusters Score -1.086933e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -10869669.000000 Penalty: 5444.500977
	Iteration 15Q: 3 clusters Score -1.086967e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -10869980.000000 Penalty: 5444.500977
	Iteration 16Q: 3 clusters Score -1.086998e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -10870306.000000 Penalty: 5444.500977
	Iteration 17Q: 3 clusters Score -1.087031e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -10870538.000000 Penalty: 5444.500977
	Iteration 18Q: 3 clusters Score -1.087054e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -10870723.000000 Penalty: 5444.500977
	Iteration 19Q: 3 clusters Score -1.087072e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -10870817.000000 Penalty: 5444.500977
	Iteration 20F: 3 clusters Score -1.087082e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -10870901.000000 Penalty: 5444.500977
	Iteration 21Q: 3 clusters Score -1.08709e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -10870938.000000 Penalty: 5444.500977
	Iteration 22Q: 3 clusters Score -1.087094e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -10870954.000000 Penalty: 5444.500977
	Iteration 23Q: 3 clusters Score -1.087095e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -10870930.000000 Penalty: 5444.500977
	Iteration 24Q: 3 clusters Score -1.087093e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -10870896.000000 Penalty: 5444.500977
	Iteration 25Q: 3 clusters Score -1.08709e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -10870878.000000 Penalty: 5444.500977
	Iteration 26Q: 3 clusters Score -1.087088e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -10870795.000000 Penalty: 5444.500977
	Iteration 27Q: 3 clusters Score -1.08708e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -10870740.000000 Penalty: 5444.500977
	Iteration 28Q: 3 clusters Score -1.087074e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -10870690.000000 Penalty: 5444.500977
	Iteration 29Q: 3 clusters Score -1.087069e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -10870586.000000 Penalty: 5444.500977
	Iteration 30Q: 3 clusters Score -1.087059e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -10870534.000000 Penalty: 5444.500977
	Iteration 31Q: 3 clusters Score -1.087053e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -10870501.000000 Penalty: 5444.500977
	Iteration 32Q: 3 clusters Score -1.08705e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -10870448.000000 Penalty: 5444.500977
	Iteration 33Q: 3 clusters Score -1.087045e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -10870427.000000 Penalty: 5444.500977
	Iteration 34Q: 3 clusters Score -1.087043e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -10870402.000000 Penalty: 5444.500977
	Iteration 35Q: 3 clusters Score -1.08704e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -10870367.000000 Penalty: 5444.500977
	Iteration 36Q: 3 clusters Score -1.087037e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -10870337.000000 Penalty: 5444.500977
	Iteration 37Q: 3 clusters Score -1.087034e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -10870305.000000 Penalty: 5444.500977
	Iteration 38Q: 3 clusters Score -1.08703e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -10870339.000000 Penalty: 5444.500977
	Iteration 39Q: 3 clusters Score -1.087034e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -10870313.000000 Penalty: 5444.500977
	Iteration 40F: 3 clusters Score -1.087031e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -10870303.000000 Penalty: 5444.500977
	Iteration 41Q: 3 clusters Score -1.08703e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -10870279.000000 Penalty: 5444.500977
	Iteration 42Q: 3 clusters Score -1.087028e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -10870259.000000 Penalty: 5444.500977
	Iteration 43Q: 3 clusters Score -1.087026e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -10870245.000000 Penalty: 5444.500977
	Iteration 44Q: 3 clusters Score -1.087024e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -10870240.000000 Penalty: 5444.500977
	Iteration 45Q: 3 clusters Score -1.087024e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -10870243.000000 Penalty: 5444.500977
	Iteration 46Q: 3 clusters Score -1.087024e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -10870253.000000 Penalty: 5444.500977
	Iteration 47Q: 3 clusters Score -1.087025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -10870262.000000 Penalty: 5444.500977
	Iteration 48Q: 3 clusters Score -1.087026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -10870264.000000 Penalty: 5444.500977
	Iteration 49Q: 3 clusters Score -1.087026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -10870277.000000 Penalty: 5444.500977
	Iteration 50Q: 3 clusters Score -1.087028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -10870259.000000 Penalty: 5444.500977
	Iteration 51Q: 3 clusters Score -1.087026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -10870244.000000 Penalty: 5444.500977
	Iteration 52Q: 3 clusters Score -1.087024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -10870229.000000 Penalty: 5444.500977
	Iteration 53Q: 3 clusters Score -1.087023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -10870237.000000 Penalty: 5444.500977
	Iteration 54Q: 3 clusters Score -1.087024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -10870235.000000 Penalty: 5444.500977
	Iteration 55Q: 3 clusters Score -1.087024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -10870218.000000 Penalty: 5444.500977
	Iteration 56Q: 3 clusters Score -1.087022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -10870239.000000 Penalty: 5444.500977
	Iteration 57Q: 3 clusters Score -1.087024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -10870226.000000 Penalty: 5444.500977
	Iteration 58Q: 3 clusters Score -1.087023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -10870233.000000 Penalty: 5444.500977
	Iteration 59Q: 3 clusters Score -1.087023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -10870234.000000 Penalty: 5444.500977
	Iteration 60F: 3 clusters Score -1.087023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -10870227.000000 Penalty: 5444.500977
	Iteration 61Q: 3 clusters Score -1.087023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -10870219.000000 Penalty: 5444.500977
	Iteration 62Q: 3 clusters Score -1.087022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -10870216.000000 Penalty: 5444.500977
	Iteration 63Q: 3 clusters Score -1.087022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -10870213.000000 Penalty: 5444.500977
	Iteration 64Q: 3 clusters Score -1.087021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -10870211.000000 Penalty: 5444.500977
	Iteration 65Q: 3 clusters Score -1.087021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -10870213.000000 Penalty: 5444.500977
	Iteration 66Q: 3 clusters Score -1.087021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -10870215.000000 Penalty: 5444.500977
	Iteration 67Q: 3 clusters Score -1.087022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -10870212.000000 Penalty: 5444.500977
	Iteration 68Q: 3 clusters Score -1.087021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -10870204.000000 Penalty: 5444.500977
	Iteration 69Q: 3 clusters Score -1.08702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -10870196.000000 Penalty: 5444.500977
	Iteration 70Q: 3 clusters Score -1.08702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -10870195.000000 Penalty: 5444.500977
	Iteration 71Q: 3 clusters Score -1.08702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -10870200.000000 Penalty: 5444.500977
	Iteration 72Q: 3 clusters Score -1.08702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -10870211.000000 Penalty: 5444.500977
	Iteration 73Q: 3 clusters Score -1.087021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -10870203.000000 Penalty: 5444.500977
	Iteration 74Q: 3 clusters Score -1.08702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -10870205.000000 Penalty: 5444.500977
	Iteration 75Q: 3 clusters Score -1.08702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -10870194.000000 Penalty: 5444.500977
	Iteration 76Q: 3 clusters Score -1.087019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -10870186.000000 Penalty: 5444.500977
	Iteration 77Q: 3 clusters Score -1.087019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -10870189.000000 Penalty: 5444.500977
	Iteration 78Q: 3 clusters Score -1.087019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -10870189.000000 Penalty: 5444.500977
	Iteration 79F: 3 clusters Score -1.087019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 49938 members 
Mstep: Class 10 contains 47968 members 
Mstep: Class 11 contains 102 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 68181 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 23372 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 49936 members 
Mstep: Class 23 contains 73769 members 
Mstep: Class 24 contains 53026 members 
Mstep: Class 25 contains 736 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 8566 members 
Entering Unmasked Estep 
Score: -110036608.000000 Penalty: 89117.335938
Splitting cluster 22 changes total score from -109987416.000000 to -110036608.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (73769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Entering Unmasked Estep 
Score: -13649214.000000 Penalty: 2779.756104
	Iteration 0F: 2 clusters Score -1.364921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -13619995.000000 Penalty: 5559.512207
	Iteration 0F: 3 clusters Score -1.362e+07 nChanged 34859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -13640351.000000 Penalty: 5559.512207
	Iteration 1F: 3 clusters Score -1.364035e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -13641845.000000 Penalty: 5559.512207
	Iteration 2Q: 3 clusters Score -1.364184e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -13644032.000000 Penalty: 5559.512207
	Iteration 3F: 3 clusters Score -1.364403e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -13646639.000000 Penalty: 5559.512207
	Iteration 4F: 3 clusters Score -1.364664e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -13649836.000000 Penalty: 5559.512207
	Iteration 5F: 3 clusters Score -1.364984e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -13653050.000000 Penalty: 5559.512207
	Iteration 6F: 3 clusters Score -1.365305e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -13655543.000000 Penalty: 5559.512207
	Iteration 7F: 3 clusters Score -1.365554e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -13656968.000000 Penalty: 5559.512207
	Iteration 8Q: 3 clusters Score -1.365697e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -13657744.000000 Penalty: 5559.512207
	Iteration 9Q: 3 clusters Score -1.365774e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -13658096.000000 Penalty: 5559.512207
	Iteration 10Q: 3 clusters Score -1.36581e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -13658279.000000 Penalty: 5559.512207
	Iteration 11Q: 3 clusters Score -1.365828e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -13658366.000000 Penalty: 5559.512207
	Iteration 12Q: 3 clusters Score -1.365837e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -13658395.000000 Penalty: 5559.512207
	Iteration 13Q: 3 clusters Score -1.36584e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -13658459.000000 Penalty: 5559.512207
	Iteration 14Q: 3 clusters Score -1.365846e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -13658467.000000 Penalty: 5559.512207
	Iteration 15Q: 3 clusters Score -1.365847e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -13658516.000000 Penalty: 5559.512207
	Iteration 16Q: 3 clusters Score -1.365852e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -13658561.000000 Penalty: 5559.512207
	Iteration 17Q: 3 clusters Score -1.365856e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -13658605.000000 Penalty: 5559.512207
	Iteration 18Q: 3 clusters Score -1.36586e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -13658551.000000 Penalty: 5559.512207
	Iteration 19Q: 3 clusters Score -1.365855e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -13658552.000000 Penalty: 5559.512207
	Iteration 20F: 3 clusters Score -1.365855e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -13658599.000000 Penalty: 5559.512207
	Iteration 21Q: 3 clusters Score -1.36586e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -13658613.000000 Penalty: 5559.512207
	Iteration 22Q: 3 clusters Score -1.365861e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -13658642.000000 Penalty: 5559.512207
	Iteration 23Q: 3 clusters Score -1.365864e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -13658618.000000 Penalty: 5559.512207
	Iteration 24Q: 3 clusters Score -1.365862e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -13658666.000000 Penalty: 5559.512207
	Iteration 25Q: 3 clusters Score -1.365867e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -13658701.000000 Penalty: 5559.512207
	Iteration 26Q: 3 clusters Score -1.36587e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -13658727.000000 Penalty: 5559.512207
	Iteration 27Q: 3 clusters Score -1.365873e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -13658742.000000 Penalty: 5559.512207
	Iteration 28Q: 3 clusters Score -1.365874e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -13658722.000000 Penalty: 5559.512207
	Iteration 29Q: 3 clusters Score -1.365872e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -13658780.000000 Penalty: 5559.512207
	Iteration 30Q: 3 clusters Score -1.365878e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -13658794.000000 Penalty: 5559.512207
	Iteration 31Q: 3 clusters Score -1.365879e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -13658831.000000 Penalty: 5559.512207
	Iteration 32Q: 3 clusters Score -1.365883e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -13658851.000000 Penalty: 5559.512207
	Iteration 33Q: 3 clusters Score -1.365885e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -13658867.000000 Penalty: 5559.512207
	Iteration 34Q: 3 clusters Score -1.365887e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -13658871.000000 Penalty: 5559.512207
	Iteration 35Q: 3 clusters Score -1.365887e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -13658918.000000 Penalty: 5559.512207
	Iteration 36Q: 3 clusters Score -1.365892e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -13658986.000000 Penalty: 5559.512207
	Iteration 37Q: 3 clusters Score -1.365899e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -13659034.000000 Penalty: 5559.512207
	Iteration 38Q: 3 clusters Score -1.365903e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -13659038.000000 Penalty: 5559.512207
	Iteration 39Q: 3 clusters Score -1.365904e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -13659102.000000 Penalty: 5559.512207
	Iteration 40F: 3 clusters Score -1.36591e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -13659122.000000 Penalty: 5559.512207
	Iteration 41Q: 3 clusters Score -1.365912e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -13659114.000000 Penalty: 5559.512207
	Iteration 42Q: 3 clusters Score -1.365911e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -13659104.000000 Penalty: 5559.512207
	Iteration 43Q: 3 clusters Score -1.36591e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -13659100.000000 Penalty: 5559.512207
	Iteration 44Q: 3 clusters Score -1.36591e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -13659116.000000 Penalty: 5559.512207
	Iteration 45Q: 3 clusters Score -1.365912e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -13659175.000000 Penalty: 5559.512207
	Iteration 46Q: 3 clusters Score -1.365918e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -13659202.000000 Penalty: 5559.512207
	Iteration 47Q: 3 clusters Score -1.36592e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -13659169.000000 Penalty: 5559.512207
	Iteration 48Q: 3 clusters Score -1.365917e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -13659193.000000 Penalty: 5559.512207
	Iteration 49Q: 3 clusters Score -1.365919e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -13659165.000000 Penalty: 5559.512207
	Iteration 50Q: 3 clusters Score -1.365916e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -13659170.000000 Penalty: 5559.512207
	Iteration 51Q: 3 clusters Score -1.365917e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -13659141.000000 Penalty: 5559.512207
	Iteration 52Q: 3 clusters Score -1.365914e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -13659109.000000 Penalty: 5559.512207
	Iteration 53Q: 3 clusters Score -1.365911e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -13659140.000000 Penalty: 5559.512207
	Iteration 54Q: 3 clusters Score -1.365914e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -13659136.000000 Penalty: 5559.512207
	Iteration 55Q: 3 clusters Score -1.365914e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -13659131.000000 Penalty: 5559.512207
	Iteration 56Q: 3 clusters Score -1.365913e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -13659140.000000 Penalty: 5559.512207
	Iteration 57Q: 3 clusters Score -1.365914e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -13659139.000000 Penalty: 5559.512207
	Iteration 58Q: 3 clusters Score -1.365914e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -13659109.000000 Penalty: 5559.512207
	Iteration 59Q: 3 clusters Score -1.365911e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -13659083.000000 Penalty: 5559.512207
	Iteration 60F: 3 clusters Score -1.365908e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -13659101.000000 Penalty: 5559.512207
	Iteration 61Q: 3 clusters Score -1.36591e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -13659123.000000 Penalty: 5559.512207
	Iteration 62Q: 3 clusters Score -1.365912e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -13659140.000000 Penalty: 5559.512207
	Iteration 63Q: 3 clusters Score -1.365914e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -13659127.000000 Penalty: 5559.512207
	Iteration 64Q: 3 clusters Score -1.365913e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -13659142.000000 Penalty: 5559.512207
	Iteration 65Q: 3 clusters Score -1.365914e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -13659119.000000 Penalty: 5559.512207
	Iteration 66Q: 3 clusters Score -1.365912e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -13659078.000000 Penalty: 5559.512207
	Iteration 67Q: 3 clusters Score -1.365908e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -13659053.000000 Penalty: 5559.512207
	Iteration 68Q: 3 clusters Score -1.365905e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -13659066.000000 Penalty: 5559.512207
	Iteration 69Q: 3 clusters Score -1.365907e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -13659071.000000 Penalty: 5559.512207
	Iteration 70Q: 3 clusters Score -1.365907e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -13659117.000000 Penalty: 5559.512207
	Iteration 71Q: 3 clusters Score -1.365912e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -13659122.000000 Penalty: 5559.512207
	Iteration 72Q: 3 clusters Score -1.365912e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -13659074.000000 Penalty: 5559.512207
	Iteration 73Q: 3 clusters Score -1.365907e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -13659011.000000 Penalty: 5559.512207
	Iteration 74Q: 3 clusters Score -1.365901e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -13659025.000000 Penalty: 5559.512207
	Iteration 75Q: 3 clusters Score -1.365902e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -13658965.000000 Penalty: 5559.512207
	Iteration 76Q: 3 clusters Score -1.365896e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -13658905.000000 Penalty: 5559.512207
	Iteration 77Q: 3 clusters Score -1.36589e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -13658894.000000 Penalty: 5559.512207
	Iteration 78Q: 3 clusters Score -1.365889e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -13658933.000000 Penalty: 5559.512207
	Iteration 79Q: 3 clusters Score -1.365893e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -13658948.000000 Penalty: 5559.512207
	Iteration 80F: 3 clusters Score -1.365895e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -13658910.000000 Penalty: 5559.512207
	Iteration 81Q: 3 clusters Score -1.365891e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -13658898.000000 Penalty: 5559.512207
	Iteration 82Q: 3 clusters Score -1.36589e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -13658837.000000 Penalty: 5559.512207
	Iteration 83Q: 3 clusters Score -1.365884e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -13658744.000000 Penalty: 5559.512207
	Iteration 84Q: 3 clusters Score -1.365874e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -13658722.000000 Penalty: 5559.512207
	Iteration 85Q: 3 clusters Score -1.365872e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -13658707.000000 Penalty: 5559.512207
	Iteration 86Q: 3 clusters Score -1.365871e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -13658653.000000 Penalty: 5559.512207
	Iteration 87Q: 3 clusters Score -1.365865e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -13658607.000000 Penalty: 5559.512207
	Iteration 88Q: 3 clusters Score -1.365861e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -13658497.000000 Penalty: 5559.512207
	Iteration 89Q: 3 clusters Score -1.36585e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -13658495.000000 Penalty: 5559.512207
	Iteration 90Q: 3 clusters Score -1.36585e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -13658458.000000 Penalty: 5559.512207
	Iteration 91Q: 3 clusters Score -1.365846e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -13658382.000000 Penalty: 5559.512207
	Iteration 92Q: 3 clusters Score -1.365838e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -13658330.000000 Penalty: 5559.512207
	Iteration 93Q: 3 clusters Score -1.365833e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -13658276.000000 Penalty: 5559.512207
	Iteration 94Q: 3 clusters Score -1.365828e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -13658180.000000 Penalty: 5559.512207
	Iteration 95Q: 3 clusters Score -1.365818e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.365813e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.365802e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.365793e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.365791e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -13657846.000000 Penalty: 5559.512207
	Iteration 100F: 3 clusters Score -1.365785e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.36578e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.365771e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.365761e+07 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -13657459.000000 Penalty: 5559.512207
	Iteration 104Q: 3 clusters Score -1.365746e+07 nChanged 429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.365739e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.365726e+07 nChanged 458
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -13657162.000000 Penalty: 5559.512207
	Iteration 107Q: 3 clusters Score -1.365716e+07 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.365706e+07 nChanged 499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.3657e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.365685e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -13656817.000000 Penalty: 5559.512207
	Iteration 111Q: 3 clusters Score -1.365682e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.365676e+07 nChanged 522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.36566e+07 nChanged 576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -13656503.000000 Penalty: 5559.512207
	Iteration 114Q: 3 clusters Score -1.36565e+07 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -13656375.000000 Penalty: 5559.512207
	Iteration 115Q: 3 clusters Score -1.365638e+07 nChanged 640
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -13656343.000000 Penalty: 5559.512207
	Iteration 116Q: 3 clusters Score -1.365634e+07 nChanged 655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.365625e+07 nChanged 667
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -13656116.000000 Penalty: 5559.512207
	Iteration 118Q: 3 clusters Score -1.365612e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -13656027.000000 Penalty: 5559.512207
	Iteration 119Q: 3 clusters Score -1.365603e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -13655968.000000 Penalty: 5559.512207
	Iteration 120F: 3 clusters Score -1.365597e+07 nChanged 725
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.365586e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -13655845.000000 Penalty: 5559.512207
	Iteration 122Q: 3 clusters Score -1.365584e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -13655798.000000 Penalty: 5559.512207
	Iteration 123Q: 3 clusters Score -1.36558e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -13655807.000000 Penalty: 5559.512207
	Iteration 124Q: 3 clusters Score -1.365581e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -13655774.000000 Penalty: 5559.512207
	Iteration 125Q: 3 clusters Score -1.365577e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -13655810.000000 Penalty: 5559.512207
	Iteration 126Q: 3 clusters Score -1.365581e+07 nChanged 952
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -13655793.000000 Penalty: 5559.512207
	Iteration 127Q: 3 clusters Score -1.365579e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -13655826.000000 Penalty: 5559.512207
	Iteration 128Q: 3 clusters Score -1.365583e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -13655914.000000 Penalty: 5559.512207
	Iteration 129Q: 3 clusters Score -1.365591e+07 nChanged 906
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -13655905.000000 Penalty: 5559.512207
	Iteration 130Q: 3 clusters Score -1.36559e+07 nChanged 912
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 42245 members 
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Score: -13655951.000000 Penalty: 5559.512207
	Iteration 131Q: 3 clusters Score -1.365595e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -13656040.000000 Penalty: 5559.512207
	Iteration 132Q: 3 clusters Score -1.365604e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -13656062.000000 Penalty: 5559.512207
	Iteration 133Q: 3 clusters Score -1.365606e+07 nChanged 792
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -13656155.000000 Penalty: 5559.512207
	Iteration 134Q: 3 clusters Score -1.365616e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -13656286.000000 Penalty: 5559.512207
	Iteration 135Q: 3 clusters Score -1.365629e+07 nChanged 794
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -13656427.000000 Penalty: 5559.512207
	Iteration 136Q: 3 clusters Score -1.365643e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -13656611.000000 Penalty: 5559.512207
	Iteration 137Q: 3 clusters Score -1.365661e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -13656730.000000 Penalty: 5559.512207
	Iteration 138Q: 3 clusters Score -1.365673e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -13656922.000000 Penalty: 5559.512207
	Iteration 139Q: 3 clusters Score -1.365692e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -13657433.000000 Penalty: 5559.512207
	Iteration 140F: 3 clusters Score -1.365743e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -13657735.000000 Penalty: 5559.512207
	Iteration 141Q: 3 clusters Score -1.365774e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -13658034.000000 Penalty: 5559.512207
	Iteration 142Q: 3 clusters Score -1.365803e+07 nChanged 1041
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -13658381.000000 Penalty: 5559.512207
	Iteration 143Q: 3 clusters Score -1.365838e+07 nChanged 1062
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 45021 members 
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	Iteration 144Q: 3 clusters Score -1.365866e+07 nChanged 999
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.3659e+07 nChanged 977
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -13659232.000000 Penalty: 5559.512207
	Iteration 146Q: 3 clusters Score -1.365923e+07 nChanged 922
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.365956e+07 nChanged 962
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -13659860.000000 Penalty: 5559.512207
	Iteration 148Q: 3 clusters Score -1.365986e+07 nChanged 946
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.366018e+07 nChanged 905
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.366048e+07 nChanged 847
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 45631 members 
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	Iteration 151Q: 3 clusters Score -1.366069e+07 nChanged 731
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.366089e+07 nChanged 655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -13661116.000000 Penalty: 5559.512207
	Iteration 153Q: 3 clusters Score -1.366112e+07 nChanged 596
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.366127e+07 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.366134e+07 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.366138e+07 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.366147e+07 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.366148e+07 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.366151e+07 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1.366159e+07 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.366166e+07 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.366175e+07 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.366186e+07 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.366189e+07 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.366194e+07 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46750 members 
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	Iteration 166Q: 3 clusters Score -1.366197e+07 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46791 members 
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	Iteration 167Q: 3 clusters Score -1.366199e+07 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.366205e+07 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.366202e+07 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.366204e+07 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.366203e+07 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.366206e+07 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.366202e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.366204e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.366206e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.366206e+07 nChanged 102
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.366205e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.366205e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1.366206e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -13662013.000000 Penalty: 5559.512207
	Iteration 180F: 3 clusters Score -1.366201e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.366203e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.366205e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.366205e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.36621e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -13662093.000000 Penalty: 5559.512207
	Iteration 185Q: 3 clusters Score -1.366209e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -13662118.000000 Penalty: 5559.512207
	Iteration 186Q: 3 clusters Score -1.366212e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -13662127.000000 Penalty: 5559.512207
	Iteration 187Q: 3 clusters Score -1.366213e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -13662149.000000 Penalty: 5559.512207
	Iteration 188Q: 3 clusters Score -1.366215e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -13662119.000000 Penalty: 5559.512207
	Iteration 189Q: 3 clusters Score -1.366212e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -13662116.000000 Penalty: 5559.512207
	Iteration 190Q: 3 clusters Score -1.366212e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -13662107.000000 Penalty: 5559.512207
	Iteration 191Q: 3 clusters Score -1.366211e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -13662093.000000 Penalty: 5559.512207
	Iteration 192Q: 3 clusters Score -1.366209e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -13662141.000000 Penalty: 5559.512207
	Iteration 193Q: 3 clusters Score -1.366214e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -13662118.000000 Penalty: 5559.512207
	Iteration 194Q: 3 clusters Score -1.366212e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -13662124.000000 Penalty: 5559.512207
	Iteration 195Q: 3 clusters Score -1.366212e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -13662140.000000 Penalty: 5559.512207
	Iteration 196Q: 3 clusters Score -1.366214e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -13662161.000000 Penalty: 5559.512207
	Iteration 197Q: 3 clusters Score -1.366216e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -13662162.000000 Penalty: 5559.512207
	Iteration 198Q: 3 clusters Score -1.366216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -13662169.000000 Penalty: 5559.512207
	Iteration 199Q: 3 clusters Score -1.366217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -13662152.000000 Penalty: 5559.512207
	Iteration 200F: 3 clusters Score -1.366215e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -13662174.000000 Penalty: 5559.512207
	Iteration 201Q: 3 clusters Score -1.366217e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -13662168.000000 Penalty: 5559.512207
	Iteration 202Q: 3 clusters Score -1.366217e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -13662168.000000 Penalty: 5559.512207
	Iteration 203Q: 3 clusters Score -1.366217e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -13662156.000000 Penalty: 5559.512207
	Iteration 204Q: 3 clusters Score -1.366216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -13662151.000000 Penalty: 5559.512207
	Iteration 205Q: 3 clusters Score -1.366215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -13662145.000000 Penalty: 5559.512207
	Iteration 206Q: 3 clusters Score -1.366214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -13662148.000000 Penalty: 5559.512207
	Iteration 207Q: 3 clusters Score -1.366215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -13662159.000000 Penalty: 5559.512207
	Iteration 208Q: 3 clusters Score -1.366216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -13662178.000000 Penalty: 5559.512207
	Iteration 209Q: 3 clusters Score -1.366218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -13662181.000000 Penalty: 5559.512207
	Iteration 210Q: 3 clusters Score -1.366218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -13662166.000000 Penalty: 5559.512207
	Iteration 211Q: 3 clusters Score -1.366217e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -13662168.000000 Penalty: 5559.512207
	Iteration 212Q: 3 clusters Score -1.366217e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -13662149.000000 Penalty: 5559.512207
	Iteration 213Q: 3 clusters Score -1.366215e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -13662171.000000 Penalty: 5559.512207
	Iteration 214Q: 3 clusters Score -1.366217e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -13662148.000000 Penalty: 5559.512207
	Iteration 215Q: 3 clusters Score -1.366215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -13662133.000000 Penalty: 5559.512207
	Iteration 216Q: 3 clusters Score -1.366213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -13662145.000000 Penalty: 5559.512207
	Iteration 217Q: 3 clusters Score -1.366214e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -13662143.000000 Penalty: 5559.512207
	Iteration 218Q: 3 clusters Score -1.366214e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -13662160.000000 Penalty: 5559.512207
	Iteration 219Q: 3 clusters Score -1.366216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -13662147.000000 Penalty: 5559.512207
	Iteration 220F: 3 clusters Score -1.366215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -13662143.000000 Penalty: 5559.512207
	Iteration 221Q: 3 clusters Score -1.366214e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -13662152.000000 Penalty: 5559.512207
	Iteration 222Q: 3 clusters Score -1.366215e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -13662142.000000 Penalty: 5559.512207
	Iteration 223Q: 3 clusters Score -1.366214e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -13662136.000000 Penalty: 5559.512207
	Iteration 224Q: 3 clusters Score -1.366214e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -13662159.000000 Penalty: 5559.512207
	Iteration 225Q: 3 clusters Score -1.366216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -13662178.000000 Penalty: 5559.512207
	Iteration 226Q: 3 clusters Score -1.366218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -13662167.000000 Penalty: 5559.512207
	Iteration 227Q: 3 clusters Score -1.366217e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -13662200.000000 Penalty: 5559.512207
	Iteration 228Q: 3 clusters Score -1.36622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -13662220.000000 Penalty: 5559.512207
	Iteration 229Q: 3 clusters Score -1.366222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -13662218.000000 Penalty: 5559.512207
	Iteration 230Q: 3 clusters Score -1.366222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -13662208.000000 Penalty: 5559.512207
	Iteration 231Q: 3 clusters Score -1.366221e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -13662239.000000 Penalty: 5559.512207
	Iteration 232Q: 3 clusters Score -1.366224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -13662240.000000 Penalty: 5559.512207
	Iteration 233Q: 3 clusters Score -1.366224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -13662229.000000 Penalty: 5559.512207
	Iteration 234Q: 3 clusters Score -1.366223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -13662232.000000 Penalty: 5559.512207
	Iteration 235Q: 3 clusters Score -1.366223e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -13662230.000000 Penalty: 5559.512207
	Iteration 236Q: 3 clusters Score -1.366223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -13662210.000000 Penalty: 5559.512207
	Iteration 237Q: 3 clusters Score -1.366221e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -13662220.000000 Penalty: 5559.512207
	Iteration 238Q: 3 clusters Score -1.366222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -13662205.000000 Penalty: 5559.512207
	Iteration 239Q: 3 clusters Score -1.36622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -13662221.000000 Penalty: 5559.512207
	Iteration 240F: 3 clusters Score -1.366222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -13662217.000000 Penalty: 5559.512207
	Iteration 241Q: 3 clusters Score -1.366222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -13662218.000000 Penalty: 5559.512207
	Iteration 242Q: 3 clusters Score -1.366222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -13662218.000000 Penalty: 5559.512207
	Iteration 243Q: 3 clusters Score -1.366222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -13662215.000000 Penalty: 5559.512207
	Iteration 244Q: 3 clusters Score -1.366222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -13662213.000000 Penalty: 5559.512207
	Iteration 245Q: 3 clusters Score -1.366221e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -13662230.000000 Penalty: 5559.512207
	Iteration 246Q: 3 clusters Score -1.366223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -13662221.000000 Penalty: 5559.512207
	Iteration 247Q: 3 clusters Score -1.366222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -13662227.000000 Penalty: 5559.512207
	Iteration 248Q: 3 clusters Score -1.366223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -13662230.000000 Penalty: 5559.512207
	Iteration 249Q: 3 clusters Score -1.366223e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -13662223.000000 Penalty: 5559.512207
	Iteration 250Q: 3 clusters Score -1.366222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -13662239.000000 Penalty: 5559.512207
	Iteration 251Q: 3 clusters Score -1.366224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -13662237.000000 Penalty: 5559.512207
	Iteration 252Q: 3 clusters Score -1.366224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -13662249.000000 Penalty: 5559.512207
	Iteration 253Q: 3 clusters Score -1.366225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -13662242.000000 Penalty: 5559.512207
	Iteration 254Q: 3 clusters Score -1.366224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -13662238.000000 Penalty: 5559.512207
	Iteration 255Q: 3 clusters Score -1.366224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -13662244.000000 Penalty: 5559.512207
	Iteration 256Q: 3 clusters Score -1.366224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -13662256.000000 Penalty: 5559.512207
	Iteration 257Q: 3 clusters Score -1.366226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -13662255.000000 Penalty: 5559.512207
	Iteration 258Q: 3 clusters Score -1.366226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -13662247.000000 Penalty: 5559.512207
	Iteration 259Q: 3 clusters Score -1.366225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -13662246.000000 Penalty: 5559.512207
	Iteration 260F: 3 clusters Score -1.366225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -13662246.000000 Penalty: 5559.512207
	Iteration 261Q: 3 clusters Score -1.366225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -13662252.000000 Penalty: 5559.512207
	Iteration 262Q: 3 clusters Score -1.366225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -13662244.000000 Penalty: 5559.512207
	Iteration 263Q: 3 clusters Score -1.366224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -13662248.000000 Penalty: 5559.512207
	Iteration 264Q: 3 clusters Score -1.366225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -13662257.000000 Penalty: 5559.512207
	Iteration 265Q: 3 clusters Score -1.366226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -13662244.000000 Penalty: 5559.512207
	Iteration 266Q: 3 clusters Score -1.366224e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -13662237.000000 Penalty: 5559.512207
	Iteration 267Q: 3 clusters Score -1.366224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -13662242.000000 Penalty: 5559.512207
	Iteration 268Q: 3 clusters Score -1.366224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -13662223.000000 Penalty: 5559.512207
	Iteration 269Q: 3 clusters Score -1.366222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -13662243.000000 Penalty: 5559.512207
	Iteration 270Q: 3 clusters Score -1.366224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -13662239.000000 Penalty: 5559.512207
	Iteration 271Q: 3 clusters Score -1.366224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -13662247.000000 Penalty: 5559.512207
	Iteration 272Q: 3 clusters Score -1.366225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -13662251.000000 Penalty: 5559.512207
	Iteration 273Q: 3 clusters Score -1.366225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -13662251.000000 Penalty: 5559.512207
	Iteration 274Q: 3 clusters Score -1.366225e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -13662255.000000 Penalty: 5559.512207
	Iteration 275Q: 3 clusters Score -1.366226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -13662249.000000 Penalty: 5559.512207
	Iteration 276Q: 3 clusters Score -1.366225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -13662237.000000 Penalty: 5559.512207
	Iteration 277Q: 3 clusters Score -1.366224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -13662239.000000 Penalty: 5559.512207
	Iteration 278Q: 3 clusters Score -1.366224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -13662226.000000 Penalty: 5559.512207
	Iteration 279Q: 3 clusters Score -1.366223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -13662244.000000 Penalty: 5559.512207
	Iteration 280F: 3 clusters Score -1.366224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -13662247.000000 Penalty: 5559.512207
	Iteration 281Q: 3 clusters Score -1.366225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -13662248.000000 Penalty: 5559.512207
	Iteration 282Q: 3 clusters Score -1.366225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -13662262.000000 Penalty: 5559.512207
	Iteration 283Q: 3 clusters Score -1.366226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -13662270.000000 Penalty: 5559.512207
	Iteration 284Q: 3 clusters Score -1.366227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -13662264.000000 Penalty: 5559.512207
	Iteration 285Q: 3 clusters Score -1.366226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -13662268.000000 Penalty: 5559.512207
	Iteration 286Q: 3 clusters Score -1.366227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -13662266.000000 Penalty: 5559.512207
	Iteration 287Q: 3 clusters Score -1.366227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -13662268.000000 Penalty: 5559.512207
	Iteration 288Q: 3 clusters Score -1.366227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -13662264.000000 Penalty: 5559.512207
	Iteration 289Q: 3 clusters Score -1.366226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -13662268.000000 Penalty: 5559.512207
	Iteration 290Q: 3 clusters Score -1.366227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -13662260.000000 Penalty: 5559.512207
	Iteration 291Q: 3 clusters Score -1.366226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -13662255.000000 Penalty: 5559.512207
	Iteration 292Q: 3 clusters Score -1.366226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -13662240.000000 Penalty: 5559.512207
	Iteration 293Q: 3 clusters Score -1.366224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -13662244.000000 Penalty: 5559.512207
	Iteration 294Q: 3 clusters Score -1.366224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -13662240.000000 Penalty: 5559.512207
	Iteration 295Q: 3 clusters Score -1.366224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -13662239.000000 Penalty: 5559.512207
	Iteration 296Q: 3 clusters Score -1.366224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -13662240.000000 Penalty: 5559.512207
	Iteration 297Q: 3 clusters Score -1.366224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -13662251.000000 Penalty: 5559.512207
	Iteration 298Q: 3 clusters Score -1.366225e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -13662252.000000 Penalty: 5559.512207
	Iteration 299Q: 3 clusters Score -1.366225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -13662249.000000 Penalty: 5559.512207
	Iteration 300F: 3 clusters Score -1.366225e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -13662249.000000 Penalty: 5559.512207
	Iteration 301Q: 3 clusters Score -1.366225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -13662231.000000 Penalty: 5559.512207
	Iteration 302Q: 3 clusters Score -1.366223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -13662247.000000 Penalty: 5559.512207
	Iteration 303Q: 3 clusters Score -1.366225e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -13662263.000000 Penalty: 5559.512207
	Iteration 304Q: 3 clusters Score -1.366226e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -13662251.000000 Penalty: 5559.512207
	Iteration 305Q: 3 clusters Score -1.366225e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -13662251.000000 Penalty: 5559.512207
	Iteration 306Q: 3 clusters Score -1.366225e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -13662244.000000 Penalty: 5559.512207
	Iteration 307Q: 3 clusters Score -1.366224e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -13662265.000000 Penalty: 5559.512207
	Iteration 308Q: 3 clusters Score -1.366226e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -13662269.000000 Penalty: 5559.512207
	Iteration 309Q: 3 clusters Score -1.366227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -13662266.000000 Penalty: 5559.512207
	Iteration 310Q: 3 clusters Score -1.366227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -13662267.000000 Penalty: 5559.512207
	Iteration 311Q: 3 clusters Score -1.366227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -13662245.000000 Penalty: 5559.512207
	Iteration 312Q: 3 clusters Score -1.366224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -13662259.000000 Penalty: 5559.512207
	Iteration 313Q: 3 clusters Score -1.366226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -13662257.000000 Penalty: 5559.512207
	Iteration 314Q: 3 clusters Score -1.366226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -13662254.000000 Penalty: 5559.512207
	Iteration 315Q: 3 clusters Score -1.366225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -13662265.000000 Penalty: 5559.512207
	Iteration 316Q: 3 clusters Score -1.366226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -13662257.000000 Penalty: 5559.512207
	Iteration 317Q: 3 clusters Score -1.366226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -13662270.000000 Penalty: 5559.512207
	Iteration 318Q: 3 clusters Score -1.366227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -13662267.000000 Penalty: 5559.512207
	Iteration 319Q: 3 clusters Score -1.366227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -13662256.000000 Penalty: 5559.512207
	Iteration 320F: 3 clusters Score -1.366226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -13662261.000000 Penalty: 5559.512207
	Iteration 321Q: 3 clusters Score -1.366226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -13662269.000000 Penalty: 5559.512207
	Iteration 322Q: 3 clusters Score -1.366227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -13662272.000000 Penalty: 5559.512207
	Iteration 323Q: 3 clusters Score -1.366227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -13662270.000000 Penalty: 5559.512207
	Iteration 324Q: 3 clusters Score -1.366227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -13662268.000000 Penalty: 5559.512207
	Iteration 325Q: 3 clusters Score -1.366227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -13662272.000000 Penalty: 5559.512207
	Iteration 326Q: 3 clusters Score -1.366227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -13662270.000000 Penalty: 5559.512207
	Iteration 327Q: 3 clusters Score -1.366227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -13662269.000000 Penalty: 5559.512207
	Iteration 328Q: 3 clusters Score -1.366227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -13662268.000000 Penalty: 5559.512207
	Iteration 329Q: 3 clusters Score -1.366227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -13662284.000000 Penalty: 5559.512207
	Iteration 330Q: 3 clusters Score -1.366228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -13662286.000000 Penalty: 5559.512207
	Iteration 331Q: 3 clusters Score -1.366229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -13662282.000000 Penalty: 5559.512207
	Iteration 332Q: 3 clusters Score -1.366228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -13662291.000000 Penalty: 5559.512207
	Iteration 333Q: 3 clusters Score -1.366229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -13662298.000000 Penalty: 5559.512207
	Iteration 334Q: 3 clusters Score -1.36623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -13662291.000000 Penalty: 5559.512207
	Iteration 335Q: 3 clusters Score -1.366229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -13662291.000000 Penalty: 5559.512207
	Iteration 336F: 3 clusters Score -1.366229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 3 contains 38578 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 49938 members 
Mstep: Class 10 contains 47968 members 
Mstep: Class 11 contains 102 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 68181 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 23372 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 49936 members 
Mstep: Class 23 contains 26198 members 
Mstep: Class 24 contains 53026 members 
Mstep: Class 25 contains 736 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 8566 members 
Mstep: Class 28 contains 47571 members 
Entering Unmasked Estep 
Score: -110049344.000000 Penalty: 92417.976562
Splitting cluster 23 changes total score from -109987416.000000 to -110049344.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 47050 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 11 contains 102 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 68181 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 23372 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 49936 members 
Mstep: Class 23 contains 26198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110069312.000000 Penalty: 92417.976562
Iteration 39Q: 29 clusters Score -1.100693e+08 nChanged 39088
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 47356 members 
Mstep: Class 3 contains 38223 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 14908 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 48299 members 
Mstep: Class 10 contains 44376 members 
Mstep: Class 11 contains 104 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 67755 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 57711 members 
Mstep: Class 17 contains 23691 members 
Mstep: Class 18 contains 2141 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 51035 members 
Mstep: Class 23 contains 26801 members 
Mstep: Class 24 contains 52351 members 
Mstep: Class 25 contains 696 members 
Mstep: Class 26 contains 348 members 
Mstep: Class 27 contains 8204 members 
Mstep: Class 28 contains 48347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3103.011230 but Gain 3300.640625
Score: -110086912.000000 Penalty: 89117.335938
Iteration 40F: 28 clusters Score -1.100869e+08 nChanged 36504
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 45452 members 
Mstep: Class 3 contains 42673 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 15694 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3480 members 
Mstep: Class 8 contains 13337 members 
Mstep: Class 9 contains 47749 members 
Mstep: Class 10 contains 43776 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 61769 members 
Mstep: Class 14 contains 873 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53012 members 
Mstep: Class 17 contains 23609 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 535 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 48684 members 
Mstep: Class 23 contains 27301 members 
Mstep: Class 24 contains 54584 members 
Mstep: Class 25 contains 690 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 8449 members 
Mstep: Class 28 contains 54709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110096504.000000 Penalty: 89117.335938
Iteration 41F: 28 clusters Score -1.100965e+08 nChanged 26721
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 44276 members 
Mstep: Class 3 contains 45568 members 
Mstep: Class 4 contains 433 members 
Mstep: Class 5 contains 15889 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3492 members 
Mstep: Class 8 contains 13752 members 
Mstep: Class 9 contains 47339 members 
Mstep: Class 10 contains 43215 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 57129 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 16 contains 50169 members 
Mstep: Class 17 contains 24050 members 
Mstep: Class 18 contains 2093 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 2803 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 47648 members 
Mstep: Class 23 contains 28786 members 
Mstep: Class 24 contains 54570 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 8481 members 
Mstep: Class 28 contains 59257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110100856.000000 Penalty: 89117.335938
Iteration 42Q: 28 clusters Score -1.101009e+08 nChanged 22875
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 43297 members 
Mstep: Class 3 contains 47668 members 
Mstep: Class 4 contains 438 members 
Mstep: Class 5 contains 15729 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 14043 members 
Mstep: Class 9 contains 46963 members 
Mstep: Class 10 contains 42671 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 54070 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 48076 members 
Mstep: Class 17 contains 24569 members 
Mstep: Class 18 contains 2091 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 46989 members 
Mstep: Class 23 contains 30519 members 
Mstep: Class 24 contains 54063 members 
Mstep: Class 25 contains 679 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8425 members 
Mstep: Class 28 contains 62271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110103528.000000 Penalty: 89117.335938
Iteration 43Q: 28 clusters Score -1.101035e+08 nChanged 18932
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 42343 members 
Mstep: Class 3 contains 49681 members 
Mstep: Class 4 contains 439 members 
Mstep: Class 5 contains 15527 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3494 members 
Mstep: Class 8 contains 14196 members 
Mstep: Class 9 contains 46656 members 
Mstep: Class 10 contains 42122 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 52117 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 534 members 
Mstep: Class 16 contains 47115 members 
Mstep: Class 17 contains 25165 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 586 members 
Mstep: Class 22 contains 46383 members 
Mstep: Class 23 contains 31807 members 
Mstep: Class 24 contains 53333 members 
Mstep: Class 25 contains 672 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8374 members 
Mstep: Class 28 contains 63469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110104096.000000 Penalty: 89117.335938
Iteration 44Q: 28 clusters Score -1.101041e+08 nChanged 16241
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 41599 members 
Mstep: Class 3 contains 50826 members 
Mstep: Class 4 contains 440 members 
Mstep: Class 5 contains 15448 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3492 members 
Mstep: Class 8 contains 14334 members 
Mstep: Class 9 contains 46348 members 
Mstep: Class 10 contains 41660 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 51019 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 46673 members 
Mstep: Class 17 contains 25810 members 
Mstep: Class 18 contains 2073 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 20 contains 2337 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 46154 members 
Mstep: Class 23 contains 32888 members 
Mstep: Class 24 contains 52489 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8369 members 
Mstep: Class 28 contains 63754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110105304.000000 Penalty: 89117.335938
Iteration 45Q: 28 clusters Score -1.101053e+08 nChanged 14603
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 41107 members 
Mstep: Class 3 contains 51246 members 
Mstep: Class 4 contains 441 members 
Mstep: Class 5 contains 15427 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 14459 members 
Mstep: Class 9 contains 46052 members 
Mstep: Class 10 contains 41204 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 50406 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 542 members 
Mstep: Class 16 contains 46529 members 
Mstep: Class 17 contains 26514 members 
Mstep: Class 18 contains 2069 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 2217 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 46199 members 
Mstep: Class 23 contains 33826 members 
Mstep: Class 24 contains 51535 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8392 members 
Mstep: Class 28 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110105720.000000 Penalty: 89117.335938
Iteration 46Q: 28 clusters Score -1.101057e+08 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 40763 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 441 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3483 members 
Mstep: Class 8 contains 14653 members 
Mstep: Class 9 contains 45712 members 
Mstep: Class 10 contains 40809 members 
Mstep: Class 12 contains 1077 members 
Mstep: Class 13 contains 50058 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 545 members 
Mstep: Class 16 contains 46442 members 
Mstep: Class 17 contains 27257 members 
Mstep: Class 18 contains 2068 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 2123 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 46229 members 
Mstep: Class 23 contains 34753 members 
Mstep: Class 24 contains 50627 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8476 members 
Mstep: Class 28 contains 63642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110106832.000000 Penalty: 89117.335938
Iteration 47Q: 28 clusters Score -1.101068e+08 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 40520 members 
Mstep: Class 3 contains 50902 members 
Mstep: Class 4 contains 441 members 
Mstep: Class 5 contains 15467 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 3477 members 
Mstep: Class 8 contains 14895 members 
Mstep: Class 9 contains 45394 members 
Mstep: Class 10 contains 40476 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 49985 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 27968 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 2046 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 46396 members 
Mstep: Class 23 contains 35550 members 
Mstep: Class 24 contains 49780 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8629 members 
Mstep: Class 28 contains 63365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110107624.000000 Penalty: 89117.335938
Iteration 48Q: 28 clusters Score -1.101076e+08 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 40340 members 
Mstep: Class 3 contains 50479 members 
Mstep: Class 4 contains 441 members 
Mstep: Class 5 contains 15499 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 15194 members 
Mstep: Class 9 contains 45067 members 
Mstep: Class 10 contains 40226 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 49989 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 46314 members 
Mstep: Class 17 contains 28686 members 
Mstep: Class 18 contains 2062 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 46613 members 
Mstep: Class 23 contains 36273 members 
Mstep: Class 24 contains 49152 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8799 members 
Mstep: Class 28 contains 63004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110108536.000000 Penalty: 89117.335938
Iteration 49Q: 28 clusters Score -1.101085e+08 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 40207 members 
Mstep: Class 3 contains 49966 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 15582 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 3450 members 
Mstep: Class 8 contains 15512 members 
Mstep: Class 9 contains 44750 members 
Mstep: Class 10 contains 39982 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 50070 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 46225 members 
Mstep: Class 17 contains 29423 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 46748 members 
Mstep: Class 23 contains 37039 members 
Mstep: Class 24 contains 48643 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8966 members 
Mstep: Class 28 contains 62522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110109232.000000 Penalty: 89117.335938
Iteration 50Q: 28 clusters Score -1.101092e+08 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 40050 members 
Mstep: Class 3 contains 49536 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 15738 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 44402 members 
Mstep: Class 10 contains 39869 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 561 members 
Mstep: Class 16 contains 46183 members 
Mstep: Class 17 contains 30188 members 
Mstep: Class 18 contains 2052 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 1862 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 46894 members 
Mstep: Class 23 contains 37863 members 
Mstep: Class 24 contains 48144 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9073 members 
Mstep: Class 28 contains 61941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110110240.000000 Penalty: 89117.335938
Iteration 51Q: 28 clusters Score -1.101102e+08 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 39911 members 
Mstep: Class 3 contains 49062 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 15870 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 3428 members 
Mstep: Class 8 contains 16218 members 
Mstep: Class 9 contains 44079 members 
Mstep: Class 10 contains 39827 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 50173 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 564 members 
Mstep: Class 16 contains 46108 members 
Mstep: Class 17 contains 30979 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 46962 members 
Mstep: Class 23 contains 38745 members 
Mstep: Class 24 contains 47738 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9213 members 
Mstep: Class 28 contains 61212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110110864.000000 Penalty: 89117.335938
Iteration 52Q: 28 clusters Score -1.101109e+08 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 39739 members 
Mstep: Class 3 contains 48576 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 16023 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3419 members 
Mstep: Class 8 contains 16564 members 
Mstep: Class 9 contains 43735 members 
Mstep: Class 10 contains 39799 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 50276 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 566 members 
Mstep: Class 16 contains 46058 members 
Mstep: Class 17 contains 31759 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 1778 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 47015 members 
Mstep: Class 23 contains 39640 members 
Mstep: Class 24 contains 47380 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9379 members 
Mstep: Class 28 contains 60354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3233.163086 but Gain 3300.648438
Score: -110111408.000000 Penalty: 85816.687500
Iteration 53Q: 27 clusters Score -1.101114e+08 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 39630 members 
Mstep: Class 3 contains 48175 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 16175 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3413 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 43391 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 51836 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 571 members 
Mstep: Class 16 contains 46042 members 
Mstep: Class 17 contains 32526 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 47057 members 
Mstep: Class 23 contains 40763 members 
Mstep: Class 24 contains 47007 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9531 members 
Mstep: Class 28 contains 59410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110114160.000000 Penalty: 85816.687500
Iteration 54Q: 27 clusters Score -1.101142e+08 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 39617 members 
Mstep: Class 3 contains 47796 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 16443 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 17237 members 
Mstep: Class 9 contains 43115 members 
Mstep: Class 10 contains 39874 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 51498 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 574 members 
Mstep: Class 16 contains 46029 members 
Mstep: Class 17 contains 33229 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 47089 members 
Mstep: Class 23 contains 41752 members 
Mstep: Class 24 contains 46611 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9669 members 
Mstep: Class 28 contains 58551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110114664.000000 Penalty: 85816.687500
Iteration 55Q: 27 clusters Score -1.101147e+08 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 39606 members 
Mstep: Class 3 contains 47351 members 
Mstep: Class 4 contains 441 members 
Mstep: Class 5 contains 16737 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 3382 members 
Mstep: Class 8 contains 17621 members 
Mstep: Class 9 contains 42834 members 
Mstep: Class 10 contains 39892 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 51136 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 46005 members 
Mstep: Class 17 contains 33929 members 
Mstep: Class 18 contains 2029 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 47160 members 
Mstep: Class 23 contains 42845 members 
Mstep: Class 24 contains 46265 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9803 members 
Mstep: Class 28 contains 57624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110116096.000000 Penalty: 85816.687500
Iteration 56Q: 27 clusters Score -1.101161e+08 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 39615 members 
Mstep: Class 3 contains 46983 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 17067 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 3366 members 
Mstep: Class 8 contains 18007 members 
Mstep: Class 9 contains 42574 members 
Mstep: Class 10 contains 39962 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 50770 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 46045 members 
Mstep: Class 17 contains 34524 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 47197 members 
Mstep: Class 23 contains 44129 members 
Mstep: Class 24 contains 45937 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9982 members 
Mstep: Class 28 contains 56477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110117120.000000 Penalty: 85816.687500
Iteration 57Q: 27 clusters Score -1.101171e+08 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 39578 members 
Mstep: Class 3 contains 46555 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 17379 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 3348 members 
Mstep: Class 8 contains 18386 members 
Mstep: Class 9 contains 42306 members 
Mstep: Class 10 contains 39978 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 50440 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 45970 members 
Mstep: Class 17 contains 35126 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 47231 members 
Mstep: Class 23 contains 45609 members 
Mstep: Class 24 contains 45673 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10176 members 
Mstep: Class 28 contains 55402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110118392.000000 Penalty: 85816.687500
Iteration 58Q: 27 clusters Score -1.101184e+08 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 39543 members 
Mstep: Class 3 contains 46159 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 17652 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 3324 members 
Mstep: Class 8 contains 18744 members 
Mstep: Class 9 contains 42071 members 
Mstep: Class 10 contains 40009 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 50208 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 45867 members 
Mstep: Class 17 contains 35629 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 47330 members 
Mstep: Class 23 contains 47091 members 
Mstep: Class 24 contains 45447 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10355 members 
Mstep: Class 28 contains 54188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110119824.000000 Penalty: 85816.687500
Iteration 59Q: 27 clusters Score -1.101198e+08 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 39474 members 
Mstep: Class 3 contains 45835 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 17933 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 19099 members 
Mstep: Class 9 contains 41790 members 
Mstep: Class 10 contains 40053 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 49989 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 587 members 
Mstep: Class 16 contains 45823 members 
Mstep: Class 17 contains 36111 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 47407 members 
Mstep: Class 23 contains 48674 members 
Mstep: Class 24 contains 45195 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10535 members 
Mstep: Class 28 contains 52907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110121368.000000 Penalty: 85816.687500
Iteration 60F: 27 clusters Score -1.101214e+08 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 39373 members 
Mstep: Class 3 contains 45643 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 18264 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 19616 members 
Mstep: Class 9 contains 41535 members 
Mstep: Class 10 contains 39981 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 49708 members 
Mstep: Class 14 contains 814 members 
Mstep: Class 15 contains 594 members 
Mstep: Class 16 contains 45675 members 
Mstep: Class 17 contains 36609 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 584 members 
Mstep: Class 22 contains 47443 members 
Mstep: Class 23 contains 50448 members 
Mstep: Class 24 contains 44872 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10652 members 
Mstep: Class 28 contains 51487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110122400.000000 Penalty: 85816.687500
Iteration 61Q: 27 clusters Score -1.101224e+08 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 39305 members 
Mstep: Class 3 contains 45296 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 18641 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 3283 members 
Mstep: Class 8 contains 20149 members 
Mstep: Class 9 contains 41300 members 
Mstep: Class 10 contains 39946 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 49475 members 
Mstep: Class 14 contains 809 members 
Mstep: Class 15 contains 599 members 
Mstep: Class 16 contains 45580 members 
Mstep: Class 17 contains 37122 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 47441 members 
Mstep: Class 23 contains 52221 members 
Mstep: Class 24 contains 44514 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10723 members 
Mstep: Class 28 contains 50249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110123232.000000 Penalty: 85816.687500
Iteration 62Q: 27 clusters Score -1.101232e+08 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 39266 members 
Mstep: Class 3 contains 44778 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 19074 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 20681 members 
Mstep: Class 9 contains 41070 members 
Mstep: Class 10 contains 39967 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 49273 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 45455 members 
Mstep: Class 17 contains 37653 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 47382 members 
Mstep: Class 23 contains 53849 members 
Mstep: Class 24 contains 44076 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 49516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110124632.000000 Penalty: 85816.687500
Iteration 63Q: 27 clusters Score -1.101246e+08 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 39126 members 
Mstep: Class 3 contains 44021 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 19519 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 21239 members 
Mstep: Class 9 contains 40866 members 
Mstep: Class 10 contains 39988 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 49150 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 609 members 
Mstep: Class 16 contains 45353 members 
Mstep: Class 17 contains 38169 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 47207 members 
Mstep: Class 23 contains 55462 members 
Mstep: Class 24 contains 43659 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10783 members 
Mstep: Class 28 contains 49230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110125296.000000 Penalty: 85816.687500
Iteration 64Q: 27 clusters Score -1.101253e+08 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 38957 members 
Mstep: Class 3 contains 43263 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 19879 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 3222 members 
Mstep: Class 8 contains 21796 members 
Mstep: Class 9 contains 40705 members 
Mstep: Class 10 contains 39966 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 49088 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 609 members 
Mstep: Class 16 contains 45328 members 
Mstep: Class 17 contains 38666 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 47036 members 
Mstep: Class 23 contains 56907 members 
Mstep: Class 24 contains 43278 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10764 members 
Mstep: Class 28 contains 49087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110126296.000000 Penalty: 85816.687500
Iteration 65Q: 27 clusters Score -1.101263e+08 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 38736 members 
Mstep: Class 3 contains 42601 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 20214 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 22337 members 
Mstep: Class 9 contains 40578 members 
Mstep: Class 10 contains 39987 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 49087 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 15 contains 609 members 
Mstep: Class 16 contains 45405 members 
Mstep: Class 17 contains 39104 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46911 members 
Mstep: Class 23 contains 58114 members 
Mstep: Class 24 contains 42908 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10707 members 
Mstep: Class 28 contains 48828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110126840.000000 Penalty: 85816.687500
Iteration 66Q: 27 clusters Score -1.101268e+08 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 38469 members 
Mstep: Class 3 contains 41985 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 20512 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 22893 members 
Mstep: Class 9 contains 40481 members 
Mstep: Class 10 contains 39999 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 49171 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 45528 members 
Mstep: Class 17 contains 39449 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46838 members 
Mstep: Class 23 contains 58968 members 
Mstep: Class 24 contains 42512 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10644 members 
Mstep: Class 28 contains 48741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110126904.000000 Penalty: 85816.687500
Iteration 67Q: 27 clusters Score -1.101269e+08 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 38253 members 
Mstep: Class 3 contains 41509 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 20831 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 23500 members 
Mstep: Class 9 contains 40360 members 
Mstep: Class 10 contains 40062 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 49284 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 45590 members 
Mstep: Class 17 contains 39783 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46864 members 
Mstep: Class 23 contains 59422 members 
Mstep: Class 24 contains 42127 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10584 members 
Mstep: Class 28 contains 48611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110127216.000000 Penalty: 85816.687500
Iteration 68Q: 27 clusters Score -1.101272e+08 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 38121 members 
Mstep: Class 3 contains 41068 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 21294 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 24118 members 
Mstep: Class 9 contains 40260 members 
Mstep: Class 10 contains 40093 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 49360 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 45656 members 
Mstep: Class 17 contains 40120 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46852 members 
Mstep: Class 23 contains 59572 members 
Mstep: Class 24 contains 41778 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10512 members 
Mstep: Class 28 contains 48501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110127936.000000 Penalty: 85816.687500
Iteration 69Q: 27 clusters Score -1.101279e+08 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 37994 members 
Mstep: Class 3 contains 40735 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 21739 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 3127 members 
Mstep: Class 8 contains 24811 members 
Mstep: Class 9 contains 40172 members 
Mstep: Class 10 contains 40074 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 49383 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 45682 members 
Mstep: Class 17 contains 40372 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46898 members 
Mstep: Class 23 contains 59384 members 
Mstep: Class 24 contains 41501 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10446 members 
Mstep: Class 28 contains 48498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110128456.000000 Penalty: 85816.687500
Iteration 70Q: 27 clusters Score -1.101285e+08 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 37928 members 
Mstep: Class 3 contains 40438 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 22226 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 3109 members 
Mstep: Class 8 contains 25488 members 
Mstep: Class 9 contains 40089 members 
Mstep: Class 10 contains 40013 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 49437 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 45644 members 
Mstep: Class 17 contains 40614 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46938 members 
Mstep: Class 23 contains 58999 members 
Mstep: Class 24 contains 41217 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10378 members 
Mstep: Class 28 contains 48588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110128720.000000 Penalty: 85816.687500
Iteration 71Q: 27 clusters Score -1.101287e+08 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 37883 members 
Mstep: Class 3 contains 40162 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 22794 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 26242 members 
Mstep: Class 9 contains 40007 members 
Mstep: Class 10 contains 39912 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 49479 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 45552 members 
Mstep: Class 17 contains 40854 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46975 members 
Mstep: Class 23 contains 58496 members 
Mstep: Class 24 contains 40897 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10288 members 
Mstep: Class 28 contains 48753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110129032.000000 Penalty: 85816.687500
Iteration 72Q: 27 clusters Score -1.10129e+08 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 37858 members 
Mstep: Class 3 contains 39994 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 23407 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 3083 members 
Mstep: Class 8 contains 27060 members 
Mstep: Class 9 contains 39906 members 
Mstep: Class 10 contains 39777 members 
Mstep: Class 12 contains 1069 members 
Mstep: Class 13 contains 49521 members 
Mstep: Class 14 contains 778 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 45507 members 
Mstep: Class 17 contains 41011 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46968 members 
Mstep: Class 23 contains 57744 members 
Mstep: Class 24 contains 40617 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10226 members 
Mstep: Class 28 contains 48898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110130016.000000 Penalty: 85816.687500
Iteration 73Q: 27 clusters Score -1.1013e+08 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 37903 members 
Mstep: Class 3 contains 39909 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 24117 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 27865 members 
Mstep: Class 9 contains 39822 members 
Mstep: Class 10 contains 39634 members 
Mstep: Class 12 contains 1069 members 
Mstep: Class 13 contains 49536 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 45457 members 
Mstep: Class 17 contains 41169 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46928 members 
Mstep: Class 23 contains 56715 members 
Mstep: Class 24 contains 40349 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10181 members 
Mstep: Class 28 contains 48944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110130752.000000 Penalty: 85816.687500
Iteration 74Q: 27 clusters Score -1.101308e+08 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 39752 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 24884 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 28819 members 
Mstep: Class 9 contains 39737 members 
Mstep: Class 10 contains 39517 members 
Mstep: Class 12 contains 1069 members 
Mstep: Class 13 contains 49528 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 634 members 
Mstep: Class 16 contains 45470 members 
Mstep: Class 17 contains 41303 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46882 members 
Mstep: Class 23 contains 55620 members 
Mstep: Class 24 contains 40059 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10142 members 
Mstep: Class 28 contains 48944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110131136.000000 Penalty: 85816.687500
Iteration 75Q: 27 clusters Score -1.101311e+08 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 38064 members 
Mstep: Class 3 contains 39667 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 25709 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 3041 members 
Mstep: Class 8 contains 29798 members 
Mstep: Class 9 contains 39646 members 
Mstep: Class 10 contains 39365 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 49458 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 45424 members 
Mstep: Class 17 contains 41445 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46859 members 
Mstep: Class 23 contains 54633 members 
Mstep: Class 24 contains 39757 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10097 members 
Mstep: Class 28 contains 48838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110131328.000000 Penalty: 85816.687500
Iteration 76Q: 27 clusters Score -1.101313e+08 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 38101 members 
Mstep: Class 3 contains 39422 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 26644 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 3020 members 
Mstep: Class 8 contains 30861 members 
Mstep: Class 9 contains 39540 members 
Mstep: Class 10 contains 39177 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 49412 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 45378 members 
Mstep: Class 17 contains 41601 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46797 members 
Mstep: Class 23 contains 53680 members 
Mstep: Class 24 contains 39441 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10081 members 
Mstep: Class 28 contains 48818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110132264.000000 Penalty: 85816.687500
Iteration 77Q: 27 clusters Score -1.101323e+08 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 38208 members 
Mstep: Class 3 contains 39045 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 27692 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 3005 members 
Mstep: Class 8 contains 31990 members 
Mstep: Class 9 contains 39423 members 
Mstep: Class 10 contains 39025 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 49343 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 41759 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46663 members 
Mstep: Class 23 contains 52817 members 
Mstep: Class 24 contains 39065 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 48703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110132920.000000 Penalty: 85816.687500
Iteration 78Q: 27 clusters Score -1.101329e+08 nChanged 7369
Entering ConstructFrom: 
Score: -110132920.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (42779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Entering Unmasked Estep 
Score: -8031042.000000 Penalty: 2644.623047
	Iteration 0F: 2 clusters Score -8031042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -8002847.500000 Penalty: 5289.246094
	Iteration 0F: 3 clusters Score -8002848 nChanged 19620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -8013536.500000 Penalty: 5289.246094
	Iteration 1F: 3 clusters Score -8013536 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -8014102.500000 Penalty: 5289.246094
	Iteration 2Q: 3 clusters Score -8014102 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -8014694.000000 Penalty: 5289.246094
	Iteration 3Q: 3 clusters Score -8014694 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -8015473.500000 Penalty: 5289.246094
	Iteration 4Q: 3 clusters Score -8015474 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -8016588.500000 Penalty: 5289.246094
	Iteration 5F: 3 clusters Score -8016588 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -8018141.000000 Penalty: 5289.246094
	Iteration 6F: 3 clusters Score -8018141 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -8020297.500000 Penalty: 5289.246094
	Iteration 7F: 3 clusters Score -8020298 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -8023081.000000 Penalty: 5289.246094
	Iteration 8F: 3 clusters Score -8023081 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -8025413.500000 Penalty: 5289.246094
	Iteration 9F: 3 clusters Score -8025414 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8027044.000000 Penalty: 5289.246094
	Iteration 10Q: 3 clusters Score -8027044 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8027958.000000 Penalty: 5289.246094
	Iteration 11Q: 3 clusters Score -8027958 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8028365.500000 Penalty: 5289.246094
	Iteration 12Q: 3 clusters Score -8028366 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8028506.000000 Penalty: 5289.246094
	Iteration 13Q: 3 clusters Score -8028506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8028585.000000 Penalty: 5289.246094
	Iteration 14Q: 3 clusters Score -8028585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8028615.500000 Penalty: 5289.246094
	Iteration 15Q: 3 clusters Score -8028616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8028650.000000 Penalty: 5289.246094
	Iteration 16Q: 3 clusters Score -8028650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8028681.500000 Penalty: 5289.246094
	Iteration 17Q: 3 clusters Score -8028682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8028703.500000 Penalty: 5289.246094
	Iteration 18Q: 3 clusters Score -8028704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8028729.000000 Penalty: 5289.246094
	Iteration 19Q: 3 clusters Score -8028729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8028742.000000 Penalty: 5289.246094
	Iteration 20F: 3 clusters Score -8028742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8028745.000000 Penalty: 5289.246094
	Iteration 21Q: 3 clusters Score -8028745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8028742.000000 Penalty: 5289.246094
	Iteration 22Q: 3 clusters Score -8028742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8028743.500000 Penalty: 5289.246094
	Iteration 23Q: 3 clusters Score -8028744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8028743.500000 Penalty: 5289.246094
	Iteration 24F: 3 clusters Score -8028744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Entering Unmasked Estep 
Score: -7165616.500000 Penalty: 2617.350342
	Iteration 0F: 2 clusters Score -7165616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -7139925.500000 Penalty: 5234.700684
	Iteration 0F: 3 clusters Score -7139926 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -7149466.000000 Penalty: 5234.700684
	Iteration 1F: 3 clusters Score -7149466 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -7150013.500000 Penalty: 5234.700684
	Iteration 2Q: 3 clusters Score -7150014 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -7150560.500000 Penalty: 5234.700684
	Iteration 3Q: 3 clusters Score -7150560 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -7151237.500000 Penalty: 5234.700684
	Iteration 4Q: 3 clusters Score -7151238 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -7152010.500000 Penalty: 5234.700684
	Iteration 5Q: 3 clusters Score -7152010 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -7153034.500000 Penalty: 5234.700684
	Iteration 6F: 3 clusters Score -7153034 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -7154505.000000 Penalty: 5234.700684
	Iteration 7F: 3 clusters Score -7154505 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -7156428.500000 Penalty: 5234.700684
	Iteration 8F: 3 clusters Score -7156428 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -7158642.000000 Penalty: 5234.700684
	Iteration 9F: 3 clusters Score -7158642 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -7160593.000000 Penalty: 5234.700684
	Iteration 10F: 3 clusters Score -7160593 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -7161935.500000 Penalty: 5234.700684
	Iteration 11Q: 3 clusters Score -7161936 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -7162680.500000 Penalty: 5234.700684
	Iteration 12Q: 3 clusters Score -7162680 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -7162990.500000 Penalty: 5234.700684
	Iteration 13Q: 3 clusters Score -7162990 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -7163147.500000 Penalty: 5234.700684
	Iteration 14Q: 3 clusters Score -7163148 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -7163232.500000 Penalty: 5234.700684
	Iteration 15Q: 3 clusters Score -7163232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -7163263.500000 Penalty: 5234.700684
	Iteration 16Q: 3 clusters Score -7163264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -7163312.500000 Penalty: 5234.700684
	Iteration 17Q: 3 clusters Score -7163312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -7163345.000000 Penalty: 5234.700684
	Iteration 18Q: 3 clusters Score -7163345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -7163344.500000 Penalty: 5234.700684
	Iteration 19Q: 3 clusters Score -7163344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -7163360.000000 Penalty: 5234.700684
	Iteration 20F: 3 clusters Score -7163360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -7163374.500000 Penalty: 5234.700684
	Iteration 21Q: 3 clusters Score -7163374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -7163378.500000 Penalty: 5234.700684
	Iteration 22Q: 3 clusters Score -7163378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -7163389.500000 Penalty: 5234.700684
	Iteration 23Q: 3 clusters Score -7163390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -7163394.500000 Penalty: 5234.700684
	Iteration 24Q: 3 clusters Score -7163394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -7163422.000000 Penalty: 5234.700684
	Iteration 25Q: 3 clusters Score -7163422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -7163426.000000 Penalty: 5234.700684
	Iteration 26Q: 3 clusters Score -7163426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -7163435.500000 Penalty: 5234.700684
	Iteration 27Q: 3 clusters Score -7163436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -7163438.000000 Penalty: 5234.700684
	Iteration 28Q: 3 clusters Score -7163438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -7163438.000000 Penalty: 5234.700684
	Iteration 29F: 3 clusters Score -7163438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Entering Unmasked Estep 
Score: -7269126.000000 Penalty: 2619.579346
	Iteration 0F: 2 clusters Score -7269126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -7243593.500000 Penalty: 5239.158691
	Iteration 0F: 3 clusters Score -7243594 nChanged 17620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -7252984.500000 Penalty: 5239.158691
	Iteration 1F: 3 clusters Score -7252984 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -7253554.000000 Penalty: 5239.158691
	Iteration 2Q: 3 clusters Score -7253554 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -7254290.000000 Penalty: 5239.158691
	Iteration 3Q: 3 clusters Score -7254290 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -7255285.000000 Penalty: 5239.158691
	Iteration 4F: 3 clusters Score -7255285 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -7256780.500000 Penalty: 5239.158691
	Iteration 5F: 3 clusters Score -7256780 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -7258876.500000 Penalty: 5239.158691
	Iteration 6F: 3 clusters Score -7258876 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -7261404.000000 Penalty: 5239.158691
	Iteration 7F: 3 clusters Score -7261404 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -7263703.500000 Penalty: 5239.158691
	Iteration 8F: 3 clusters Score -7263704 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -7265284.000000 Penalty: 5239.158691
	Iteration 9Q: 3 clusters Score -7265284 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7266213.500000 Penalty: 5239.158691
	Iteration 10Q: 3 clusters Score -7266214 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7266650.500000 Penalty: 5239.158691
	Iteration 11Q: 3 clusters Score -7266650 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7266853.500000 Penalty: 5239.158691
	Iteration 12Q: 3 clusters Score -7266854 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7266908.000000 Penalty: 5239.158691
	Iteration 13Q: 3 clusters Score -7266908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7266977.500000 Penalty: 5239.158691
	Iteration 14Q: 3 clusters Score -7266978 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7266996.000000 Penalty: 5239.158691
	Iteration 15Q: 3 clusters Score -7266996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7267027.500000 Penalty: 5239.158691
	Iteration 16Q: 3 clusters Score -7267028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7267040.000000 Penalty: 5239.158691
	Iteration 17Q: 3 clusters Score -7267040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7267061.000000 Penalty: 5239.158691
	Iteration 18Q: 3 clusters Score -7267061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7267067.500000 Penalty: 5239.158691
	Iteration 19Q: 3 clusters Score -7267068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7267064.000000 Penalty: 5239.158691
	Iteration 20F: 3 clusters Score -7267064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7267063.000000 Penalty: 5239.158691
	Iteration 21Q: 3 clusters Score -7267063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7267068.000000 Penalty: 5239.158691
	Iteration 22Q: 3 clusters Score -7267068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7267061.500000 Penalty: 5239.158691
	Iteration 23Q: 3 clusters Score -7267062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7267067.500000 Penalty: 5239.158691
	Iteration 24Q: 3 clusters Score -7267068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7267066.500000 Penalty: 5239.158691
	Iteration 25Q: 3 clusters Score -7267066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7267065.000000 Penalty: 5239.158691
	Iteration 26Q: 3 clusters Score -7267065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7267064.500000 Penalty: 5239.158691
	Iteration 27Q: 3 clusters Score -7267064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7267061.500000 Penalty: 5239.158691
	Iteration 28Q: 3 clusters Score -7267062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7267061.500000 Penalty: 5239.158691
	Iteration 29Q: 3 clusters Score -7267062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7267058.500000 Penalty: 5239.158691
	Iteration 30Q: 3 clusters Score -7267058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7267056.000000 Penalty: 5239.158691
	Iteration 31Q: 3 clusters Score -7267056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7267056.000000 Penalty: 5239.158691
	Iteration 32Q: 3 clusters Score -7267056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7267061.000000 Penalty: 5239.158691
	Iteration 33Q: 3 clusters Score -7267061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7267054.000000 Penalty: 5239.158691
	Iteration 34Q: 3 clusters Score -7267054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7267047.500000 Penalty: 5239.158691
	Iteration 35Q: 3 clusters Score -7267048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7267061.500000 Penalty: 5239.158691
	Iteration 36Q: 3 clusters Score -7267062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7267058.000000 Penalty: 5239.158691
	Iteration 37Q: 3 clusters Score -7267058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7267060.000000 Penalty: 5239.158691
	Iteration 38Q: 3 clusters Score -7267060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7267060.000000 Penalty: 5239.158691
	Iteration 39F: 3 clusters Score -7267060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -69431.671875 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -69431.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68150.078125 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -68150.08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68481.906250 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -68481.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -68613.390625 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -68613.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -68650.359375 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -68650.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -68710.578125 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -68710.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -68720.921875 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -68720.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -68730.421875 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -68730.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -68730.421875 Penalty: 3025.758301
	Iteration 7F: 3 clusters Score -68730.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Entering Unmasked Estep 
Score: -5418700.500000 Penalty: 2546.332764
	Iteration 0F: 2 clusters Score -5418700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5398951.000000 Penalty: 5092.665527
	Iteration 0F: 3 clusters Score -5398951 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5406038.000000 Penalty: 5092.665527
	Iteration 1F: 3 clusters Score -5406038 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -5406453.500000 Penalty: 5092.665527
	Iteration 2Q: 3 clusters Score -5406454 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -5406802.000000 Penalty: 5092.665527
	Iteration 3Q: 3 clusters Score -5406802 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -5407120.500000 Penalty: 5092.665527
	Iteration 4Q: 3 clusters Score -5407120 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5407490.000000 Penalty: 5092.665527
	Iteration 5Q: 3 clusters Score -5407490 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -5408002.500000 Penalty: 5092.665527
	Iteration 6Q: 3 clusters Score -5408002 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -5408631.000000 Penalty: 5092.665527
	Iteration 7Q: 3 clusters Score -5408631 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -5409392.500000 Penalty: 5092.665527
	Iteration 8Q: 3 clusters Score -5409392 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -5410410.500000 Penalty: 5092.665527
	Iteration 9F: 3 clusters Score -5410410 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -5411585.000000 Penalty: 5092.665527
	Iteration 10F: 3 clusters Score -5411585 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5412900.000000 Penalty: 5092.665527
	Iteration 11F: 3 clusters Score -5412900 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5414173.500000 Penalty: 5092.665527
	Iteration 12Q: 3 clusters Score -5414174 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -5415176.000000 Penalty: 5092.665527
	Iteration 13Q: 3 clusters Score -5415176 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -5415750.500000 Penalty: 5092.665527
	Iteration 14Q: 3 clusters Score -5415750 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -5416067.500000 Penalty: 5092.665527
	Iteration 15Q: 3 clusters Score -5416068 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -5416227.000000 Penalty: 5092.665527
	Iteration 16Q: 3 clusters Score -5416227 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -5416330.500000 Penalty: 5092.665527
	Iteration 17Q: 3 clusters Score -5416330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -5416385.500000 Penalty: 5092.665527
	Iteration 18Q: 3 clusters Score -5416386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -5416425.500000 Penalty: 5092.665527
	Iteration 19Q: 3 clusters Score -5416426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -5416447.500000 Penalty: 5092.665527
	Iteration 20F: 3 clusters Score -5416448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -5416457.500000 Penalty: 5092.665527
	Iteration 21Q: 3 clusters Score -5416458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -5416464.500000 Penalty: 5092.665527
	Iteration 22Q: 3 clusters Score -5416464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5416478.000000 Penalty: 5092.665527
	Iteration 23Q: 3 clusters Score -5416478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5416490.500000 Penalty: 5092.665527
	Iteration 24Q: 3 clusters Score -5416490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -5416495.000000 Penalty: 5092.665527
	Iteration 25Q: 3 clusters Score -5416495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -5416497.500000 Penalty: 5092.665527
	Iteration 26Q: 3 clusters Score -5416498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -5416496.500000 Penalty: 5092.665527
	Iteration 27Q: 3 clusters Score -5416496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -5416500.500000 Penalty: 5092.665527
	Iteration 28Q: 3 clusters Score -5416500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -5416501.500000 Penalty: 5092.665527
	Iteration 29Q: 3 clusters Score -5416502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -5416502.500000 Penalty: 5092.665527
	Iteration 30Q: 3 clusters Score -5416502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -5416502.500000 Penalty: 5092.665527
	Iteration 31F: 3 clusters Score -5416502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -53578.828125 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -53578.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52263.628906 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -52263.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52351.703125 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -52351.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52404.070312 Penalty: 2851.698975
	Iteration 2Q: 3 clusters Score -52404.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52418.109375 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -52418.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52432.156250 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -52432.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52443.320312 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -52443.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52445.250000 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -52445.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52445.250000 Penalty: 2851.698975
	Iteration 7F: 3 clusters Score -52445.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -535171.062500 Penalty: 1984.585083
	Iteration 0F: 2 clusters Score -535171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -531879.812500 Penalty: 3969.170166
	Iteration 0F: 3 clusters Score -531879.8 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -532519.000000 Penalty: 3969.170166
	Iteration 1F: 3 clusters Score -532519 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -532664.250000 Penalty: 3969.170166
	Iteration 2F: 3 clusters Score -532664.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -532749.312500 Penalty: 3969.170166
	Iteration 3Q: 3 clusters Score -532749.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -532804.750000 Penalty: 3969.170166
	Iteration 4Q: 3 clusters Score -532804.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -532846.875000 Penalty: 3969.170166
	Iteration 5Q: 3 clusters Score -532846.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -532881.187500 Penalty: 3969.170166
	Iteration 6Q: 3 clusters Score -532881.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -532912.875000 Penalty: 3969.170166
	Iteration 7Q: 3 clusters Score -532912.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -532941.250000 Penalty: 3969.170166
	Iteration 8Q: 3 clusters Score -532941.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -532959.187500 Penalty: 3969.170166
	Iteration 9Q: 3 clusters Score -532959.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -532976.937500 Penalty: 3969.170166
	Iteration 10Q: 3 clusters Score -532976.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -532990.562500 Penalty: 3969.170166
	Iteration 11Q: 3 clusters Score -532990.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -532996.312500 Penalty: 3969.170166
	Iteration 12Q: 3 clusters Score -532996.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -532998.250000 Penalty: 3969.170166
	Iteration 13Q: 3 clusters Score -532998.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -533002.250000 Penalty: 3969.170166
	Iteration 14Q: 3 clusters Score -533002.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -533003.000000 Penalty: 3969.170166
	Iteration 15Q: 3 clusters Score -533003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -533003.187500 Penalty: 3969.170166
	Iteration 16Q: 3 clusters Score -533003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -533003.687500 Penalty: 3969.170166
	Iteration 17Q: 3 clusters Score -533003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -533003.125000 Penalty: 3969.170166
	Iteration 18Q: 3 clusters Score -533003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -533003.375000 Penalty: 3969.170166
	Iteration 19Q: 3 clusters Score -533003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -533003.375000 Penalty: 3969.170166
	Iteration 20F: 3 clusters Score -533003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Entering Unmasked Estep 
Score: -6211158.500000 Penalty: 2581.202148
	Iteration 0F: 2 clusters Score -6211158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -6188930.000000 Penalty: 5162.404297
	Iteration 0F: 3 clusters Score -6188930 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -6197003.500000 Penalty: 5162.404297
	Iteration 1F: 3 clusters Score -6197004 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -6197473.500000 Penalty: 5162.404297
	Iteration 2Q: 3 clusters Score -6197474 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -6197917.500000 Penalty: 5162.404297
	Iteration 3Q: 3 clusters Score -6197918 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -6198482.000000 Penalty: 5162.404297
	Iteration 4Q: 3 clusters Score -6198482 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -6199313.000000 Penalty: 5162.404297
	Iteration 5Q: 3 clusters Score -6199313 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -6200516.000000 Penalty: 5162.404297
	Iteration 6F: 3 clusters Score -6200516 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -6202211.000000 Penalty: 5162.404297
	Iteration 7F: 3 clusters Score -6202211 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -6204296.000000 Penalty: 5162.404297
	Iteration 8F: 3 clusters Score -6204296 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -6206271.500000 Penalty: 5162.404297
	Iteration 9F: 3 clusters Score -6206272 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6207524.000000 Penalty: 5162.404297
	Iteration 10Q: 3 clusters Score -6207524 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6208212.000000 Penalty: 5162.404297
	Iteration 11Q: 3 clusters Score -6208212 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6208532.500000 Penalty: 5162.404297
	Iteration 12Q: 3 clusters Score -6208532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6208674.000000 Penalty: 5162.404297
	Iteration 13Q: 3 clusters Score -6208674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6208751.000000 Penalty: 5162.404297
	Iteration 14Q: 3 clusters Score -6208751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6208777.500000 Penalty: 5162.404297
	Iteration 15Q: 3 clusters Score -6208778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6208790.000000 Penalty: 5162.404297
	Iteration 16Q: 3 clusters Score -6208790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6208804.000000 Penalty: 5162.404297
	Iteration 17Q: 3 clusters Score -6208804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6208817.000000 Penalty: 5162.404297
	Iteration 18Q: 3 clusters Score -6208817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6208834.500000 Penalty: 5162.404297
	Iteration 19Q: 3 clusters Score -6208834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6208843.500000 Penalty: 5162.404297
	Iteration 20F: 3 clusters Score -6208844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6208855.500000 Penalty: 5162.404297
	Iteration 21Q: 3 clusters Score -6208856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6208852.500000 Penalty: 5162.404297
	Iteration 22Q: 3 clusters Score -6208852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6208852.500000 Penalty: 5162.404297
	Iteration 23F: 3 clusters Score -6208852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Entering Unmasked Estep 
Score: -7112455.500000 Penalty: 2623.599609
	Iteration 0F: 2 clusters Score -7112456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -7085740.000000 Penalty: 5247.199219
	Iteration 0F: 3 clusters Score -7085740 nChanged 17955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -7095917.000000 Penalty: 5247.199219
	Iteration 1F: 3 clusters Score -7095917 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -7096381.500000 Penalty: 5247.199219
	Iteration 2Q: 3 clusters Score -7096382 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -7096735.500000 Penalty: 5247.199219
	Iteration 3Q: 3 clusters Score -7096736 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -7097097.000000 Penalty: 5247.199219
	Iteration 4Q: 3 clusters Score -7097097 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -7097418.500000 Penalty: 5247.199219
	Iteration 5Q: 3 clusters Score -7097418 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -7097760.500000 Penalty: 5247.199219
	Iteration 6Q: 3 clusters Score -7097760 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -7098178.000000 Penalty: 5247.199219
	Iteration 7Q: 3 clusters Score -7098178 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -7098666.000000 Penalty: 5247.199219
	Iteration 8Q: 3 clusters Score -7098666 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -7099309.500000 Penalty: 5247.199219
	Iteration 9Q: 3 clusters Score -7099310 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -7100074.000000 Penalty: 5247.199219
	Iteration 10Q: 3 clusters Score -7100074 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -7101053.000000 Penalty: 5247.199219
	Iteration 11Q: 3 clusters Score -7101053 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -7102205.500000 Penalty: 5247.199219
	Iteration 12Q: 3 clusters Score -7102206 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -7103339.500000 Penalty: 5247.199219
	Iteration 13Q: 3 clusters Score -7103340 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -7104185.000000 Penalty: 5247.199219
	Iteration 14Q: 3 clusters Score -7104185 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -7104760.500000 Penalty: 5247.199219
	Iteration 15Q: 3 clusters Score -7104760 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -7105122.000000 Penalty: 5247.199219
	Iteration 16Q: 3 clusters Score -7105122 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -7105464.000000 Penalty: 5247.199219
	Iteration 17Q: 3 clusters Score -7105464 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -7105735.500000 Penalty: 5247.199219
	Iteration 18Q: 3 clusters Score -7105736 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -7105978.500000 Penalty: 5247.199219
	Iteration 19Q: 3 clusters Score -7105978 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -7106231.500000 Penalty: 5247.199219
	Iteration 20F: 3 clusters Score -7106232 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -7106458.000000 Penalty: 5247.199219
	Iteration 21Q: 3 clusters Score -7106458 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -7106602.500000 Penalty: 5247.199219
	Iteration 22Q: 3 clusters Score -7106602 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -7106791.500000 Penalty: 5247.199219
	Iteration 23Q: 3 clusters Score -7106792 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -7106962.500000 Penalty: 5247.199219
	Iteration 24Q: 3 clusters Score -7106962 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -7107133.500000 Penalty: 5247.199219
	Iteration 25Q: 3 clusters Score -7107134 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -7107272.500000 Penalty: 5247.199219
	Iteration 26Q: 3 clusters Score -7107272 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -7107417.500000 Penalty: 5247.199219
	Iteration 27Q: 3 clusters Score -7107418 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -7107633.500000 Penalty: 5247.199219
	Iteration 28Q: 3 clusters Score -7107634 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -7107808.500000 Penalty: 5247.199219
	Iteration 29Q: 3 clusters Score -7107808 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -7107972.500000 Penalty: 5247.199219
	Iteration 30Q: 3 clusters Score -7107972 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -7108140.000000 Penalty: 5247.199219
	Iteration 31Q: 3 clusters Score -7108140 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -7108345.500000 Penalty: 5247.199219
	Iteration 32Q: 3 clusters Score -7108346 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -7108476.500000 Penalty: 5247.199219
	Iteration 33Q: 3 clusters Score -7108476 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -7108653.000000 Penalty: 5247.199219
	Iteration 34Q: 3 clusters Score -7108653 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7108812.500000 Penalty: 5247.199219
	Iteration 35Q: 3 clusters Score -7108812 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -7108984.000000 Penalty: 5247.199219
	Iteration 36Q: 3 clusters Score -7108984 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -7109165.000000 Penalty: 5247.199219
	Iteration 37Q: 3 clusters Score -7109165 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7109343.500000 Penalty: 5247.199219
	Iteration 38Q: 3 clusters Score -7109344 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -7109495.500000 Penalty: 5247.199219
	Iteration 39Q: 3 clusters Score -7109496 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7109630.500000 Penalty: 5247.199219
	Iteration 40F: 3 clusters Score -7109630 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7109747.500000 Penalty: 5247.199219
	Iteration 41Q: 3 clusters Score -7109748 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7109830.000000 Penalty: 5247.199219
	Iteration 42Q: 3 clusters Score -7109830 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7109907.000000 Penalty: 5247.199219
	Iteration 43Q: 3 clusters Score -7109907 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7109965.500000 Penalty: 5247.199219
	Iteration 44Q: 3 clusters Score -7109966 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7109986.500000 Penalty: 5247.199219
	Iteration 45Q: 3 clusters Score -7109986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7110038.500000 Penalty: 5247.199219
	Iteration 46Q: 3 clusters Score -7110038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7110087.000000 Penalty: 5247.199219
	Iteration 47Q: 3 clusters Score -7110087 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7110130.500000 Penalty: 5247.199219
	Iteration 48Q: 3 clusters Score -7110130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7110144.000000 Penalty: 5247.199219
	Iteration 49Q: 3 clusters Score -7110144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7110157.000000 Penalty: 5247.199219
	Iteration 50Q: 3 clusters Score -7110157 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7110187.500000 Penalty: 5247.199219
	Iteration 51Q: 3 clusters Score -7110188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7110206.500000 Penalty: 5247.199219
	Iteration 52Q: 3 clusters Score -7110206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7110243.000000 Penalty: 5247.199219
	Iteration 53Q: 3 clusters Score -7110243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7110245.500000 Penalty: 5247.199219
	Iteration 54Q: 3 clusters Score -7110246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7110260.000000 Penalty: 5247.199219
	Iteration 55Q: 3 clusters Score -7110260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7110263.500000 Penalty: 5247.199219
	Iteration 56Q: 3 clusters Score -7110264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7110279.000000 Penalty: 5247.199219
	Iteration 57Q: 3 clusters Score -7110279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7110285.000000 Penalty: 5247.199219
	Iteration 58Q: 3 clusters Score -7110285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7110292.000000 Penalty: 5247.199219
	Iteration 59Q: 3 clusters Score -7110292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7110294.500000 Penalty: 5247.199219
	Iteration 60F: 3 clusters Score -7110294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7110297.500000 Penalty: 5247.199219
	Iteration 61Q: 3 clusters Score -7110298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7110310.500000 Penalty: 5247.199219
	Iteration 62Q: 3 clusters Score -7110310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7110320.500000 Penalty: 5247.199219
	Iteration 63Q: 3 clusters Score -7110320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7110326.000000 Penalty: 5247.199219
	Iteration 64Q: 3 clusters Score -7110326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7110321.500000 Penalty: 5247.199219
	Iteration 65Q: 3 clusters Score -7110322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7110316.000000 Penalty: 5247.199219
	Iteration 66Q: 3 clusters Score -7110316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7110321.000000 Penalty: 5247.199219
	Iteration 67Q: 3 clusters Score -7110321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7110317.000000 Penalty: 5247.199219
	Iteration 68Q: 3 clusters Score -7110317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7110324.000000 Penalty: 5247.199219
	Iteration 69Q: 3 clusters Score -7110324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7110323.500000 Penalty: 5247.199219
	Iteration 70Q: 3 clusters Score -7110324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7110315.500000 Penalty: 5247.199219
	Iteration 71Q: 3 clusters Score -7110316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7110321.500000 Penalty: 5247.199219
	Iteration 72Q: 3 clusters Score -7110322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7110326.000000 Penalty: 5247.199219
	Iteration 73Q: 3 clusters Score -7110326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7110321.500000 Penalty: 5247.199219
	Iteration 74Q: 3 clusters Score -7110322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7110325.500000 Penalty: 5247.199219
	Iteration 75Q: 3 clusters Score -7110326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7110324.000000 Penalty: 5247.199219
	Iteration 76Q: 3 clusters Score -7110324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7110326.000000 Penalty: 5247.199219
	Iteration 77Q: 3 clusters Score -7110326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7110326.000000 Penalty: 5247.199219
	Iteration 78F: 3 clusters Score -7110326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Entering Unmasked Estep 
Score: -7186083.000000 Penalty: 2620.584229
	Iteration 0F: 2 clusters Score -7186083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -7159867.000000 Penalty: 5241.168457
	Iteration 0F: 3 clusters Score -7159867 nChanged 17819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -7169590.000000 Penalty: 5241.168457
	Iteration 1F: 3 clusters Score -7169590 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -7170130.500000 Penalty: 5241.168457
	Iteration 2Q: 3 clusters Score -7170130 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -7170848.000000 Penalty: 5241.168457
	Iteration 3Q: 3 clusters Score -7170848 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -7171832.000000 Penalty: 5241.168457
	Iteration 4Q: 3 clusters Score -7171832 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -7173096.500000 Penalty: 5241.168457
	Iteration 5Q: 3 clusters Score -7173096 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -7174474.000000 Penalty: 5241.168457
	Iteration 6F: 3 clusters Score -7174474 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -7175845.000000 Penalty: 5241.168457
	Iteration 7F: 3 clusters Score -7175845 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -7177288.500000 Penalty: 5241.168457
	Iteration 8F: 3 clusters Score -7177288 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -7178726.500000 Penalty: 5241.168457
	Iteration 9F: 3 clusters Score -7178726 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -7179970.000000 Penalty: 5241.168457
	Iteration 10F: 3 clusters Score -7179970 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -7180967.500000 Penalty: 5241.168457
	Iteration 11Q: 3 clusters Score -7180968 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -7181555.500000 Penalty: 5241.168457
	Iteration 12Q: 3 clusters Score -7181556 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -7181832.000000 Penalty: 5241.168457
	Iteration 13Q: 3 clusters Score -7181832 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -7182187.000000 Penalty: 5241.168457
	Iteration 14Q: 3 clusters Score -7182187 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -7182421.000000 Penalty: 5241.168457
	Iteration 15Q: 3 clusters Score -7182421 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -7182655.500000 Penalty: 5241.168457
	Iteration 16Q: 3 clusters Score -7182656 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -7182854.500000 Penalty: 5241.168457
	Iteration 17Q: 3 clusters Score -7182854 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -7183029.000000 Penalty: 5241.168457
	Iteration 18Q: 3 clusters Score -7183029 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -7183173.500000 Penalty: 5241.168457
	Iteration 19Q: 3 clusters Score -7183174 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -7183289.000000 Penalty: 5241.168457
	Iteration 20F: 3 clusters Score -7183289 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -7183423.500000 Penalty: 5241.168457
	Iteration 21Q: 3 clusters Score -7183424 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -7183510.000000 Penalty: 5241.168457
	Iteration 22Q: 3 clusters Score -7183510 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -7183568.500000 Penalty: 5241.168457
	Iteration 23Q: 3 clusters Score -7183568 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -7183654.500000 Penalty: 5241.168457
	Iteration 24Q: 3 clusters Score -7183654 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -7183696.000000 Penalty: 5241.168457
	Iteration 25Q: 3 clusters Score -7183696 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -7183742.000000 Penalty: 5241.168457
	Iteration 26Q: 3 clusters Score -7183742 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -7183796.500000 Penalty: 5241.168457
	Iteration 27Q: 3 clusters Score -7183796 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -7183880.500000 Penalty: 5241.168457
	Iteration 28Q: 3 clusters Score -7183880 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -7183961.500000 Penalty: 5241.168457
	Iteration 29Q: 3 clusters Score -7183962 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -7184014.500000 Penalty: 5241.168457
	Iteration 30Q: 3 clusters Score -7184014 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -7184049.500000 Penalty: 5241.168457
	Iteration 31Q: 3 clusters Score -7184050 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -7184096.500000 Penalty: 5241.168457
	Iteration 32Q: 3 clusters Score -7184096 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -7184139.500000 Penalty: 5241.168457
	Iteration 33Q: 3 clusters Score -7184140 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -7184185.000000 Penalty: 5241.168457
	Iteration 34Q: 3 clusters Score -7184185 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -7184229.000000 Penalty: 5241.168457
	Iteration 35Q: 3 clusters Score -7184229 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -7184283.500000 Penalty: 5241.168457
	Iteration 36Q: 3 clusters Score -7184284 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -7184337.000000 Penalty: 5241.168457
	Iteration 37Q: 3 clusters Score -7184337 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -7184369.500000 Penalty: 5241.168457
	Iteration 38Q: 3 clusters Score -7184370 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -7184391.500000 Penalty: 5241.168457
	Iteration 39Q: 3 clusters Score -7184392 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -7184442.500000 Penalty: 5241.168457
	Iteration 40F: 3 clusters Score -7184442 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -7184465.500000 Penalty: 5241.168457
	Iteration 41Q: 3 clusters Score -7184466 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -7184502.500000 Penalty: 5241.168457
	Iteration 42Q: 3 clusters Score -7184502 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -7184532.000000 Penalty: 5241.168457
	Iteration 43Q: 3 clusters Score -7184532 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -7184566.500000 Penalty: 5241.168457
	Iteration 44Q: 3 clusters Score -7184566 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -7184581.500000 Penalty: 5241.168457
	Iteration 45Q: 3 clusters Score -7184582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -7184588.000000 Penalty: 5241.168457
	Iteration 46Q: 3 clusters Score -7184588 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -7184628.000000 Penalty: 5241.168457
	Iteration 47Q: 3 clusters Score -7184628 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -7184625.500000 Penalty: 5241.168457
	Iteration 48Q: 3 clusters Score -7184626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -7184642.500000 Penalty: 5241.168457
	Iteration 49Q: 3 clusters Score -7184642 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -7184684.500000 Penalty: 5241.168457
	Iteration 50Q: 3 clusters Score -7184684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -7184702.500000 Penalty: 5241.168457
	Iteration 51Q: 3 clusters Score -7184702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -7184707.500000 Penalty: 5241.168457
	Iteration 52Q: 3 clusters Score -7184708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -7184714.500000 Penalty: 5241.168457
	Iteration 53Q: 3 clusters Score -7184714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -7184722.000000 Penalty: 5241.168457
	Iteration 54Q: 3 clusters Score -7184722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -7184733.500000 Penalty: 5241.168457
	Iteration 55Q: 3 clusters Score -7184734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -7184748.000000 Penalty: 5241.168457
	Iteration 56Q: 3 clusters Score -7184748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -7184768.000000 Penalty: 5241.168457
	Iteration 57Q: 3 clusters Score -7184768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -7184798.500000 Penalty: 5241.168457
	Iteration 58Q: 3 clusters Score -7184798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -7184774.000000 Penalty: 5241.168457
	Iteration 59Q: 3 clusters Score -7184774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -7184774.000000 Penalty: 5241.168457
	Iteration 60F: 3 clusters Score -7184774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -7184776.000000 Penalty: 5241.168457
	Iteration 61Q: 3 clusters Score -7184776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -7184772.000000 Penalty: 5241.168457
	Iteration 62Q: 3 clusters Score -7184772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -7184778.500000 Penalty: 5241.168457
	Iteration 63Q: 3 clusters Score -7184778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -7184774.500000 Penalty: 5241.168457
	Iteration 64Q: 3 clusters Score -7184774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -7184782.500000 Penalty: 5241.168457
	Iteration 65Q: 3 clusters Score -7184782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -7184798.000000 Penalty: 5241.168457
	Iteration 66Q: 3 clusters Score -7184798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -7184821.500000 Penalty: 5241.168457
	Iteration 67Q: 3 clusters Score -7184822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -7184812.500000 Penalty: 5241.168457
	Iteration 68Q: 3 clusters Score -7184812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -7184831.500000 Penalty: 5241.168457
	Iteration 69Q: 3 clusters Score -7184832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -7184823.500000 Penalty: 5241.168457
	Iteration 70Q: 3 clusters Score -7184824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -7184832.000000 Penalty: 5241.168457
	Iteration 71Q: 3 clusters Score -7184832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -7184840.000000 Penalty: 5241.168457
	Iteration 72Q: 3 clusters Score -7184840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -7184854.500000 Penalty: 5241.168457
	Iteration 73Q: 3 clusters Score -7184854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -7184844.500000 Penalty: 5241.168457
	Iteration 74Q: 3 clusters Score -7184844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -7184856.000000 Penalty: 5241.168457
	Iteration 75Q: 3 clusters Score -7184856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -7184844.500000 Penalty: 5241.168457
	Iteration 76Q: 3 clusters Score -7184844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -7184850.500000 Penalty: 5241.168457
	Iteration 77Q: 3 clusters Score -7184850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -7184861.500000 Penalty: 5241.168457
	Iteration 78Q: 3 clusters Score -7184862 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -7184866.000000 Penalty: 5241.168457
	Iteration 79Q: 3 clusters Score -7184866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -7184885.500000 Penalty: 5241.168457
	Iteration 80F: 3 clusters Score -7184886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -7184902.500000 Penalty: 5241.168457
	Iteration 81Q: 3 clusters Score -7184902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -7184907.500000 Penalty: 5241.168457
	Iteration 82Q: 3 clusters Score -7184908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -7184904.000000 Penalty: 5241.168457
	Iteration 83Q: 3 clusters Score -7184904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -7184920.500000 Penalty: 5241.168457
	Iteration 84Q: 3 clusters Score -7184920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -7184910.500000 Penalty: 5241.168457
	Iteration 85Q: 3 clusters Score -7184910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -7184909.500000 Penalty: 5241.168457
	Iteration 86Q: 3 clusters Score -7184910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -7184922.500000 Penalty: 5241.168457
	Iteration 87Q: 3 clusters Score -7184922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -7184918.000000 Penalty: 5241.168457
	Iteration 88Q: 3 clusters Score -7184918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -7184918.000000 Penalty: 5241.168457
	Iteration 89Q: 3 clusters Score -7184918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -7184926.000000 Penalty: 5241.168457
	Iteration 90Q: 3 clusters Score -7184926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -7184942.500000 Penalty: 5241.168457
	Iteration 91Q: 3 clusters Score -7184942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -7184927.500000 Penalty: 5241.168457
	Iteration 92Q: 3 clusters Score -7184928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -7184937.500000 Penalty: 5241.168457
	Iteration 93Q: 3 clusters Score -7184938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -7184924.500000 Penalty: 5241.168457
	Iteration 94Q: 3 clusters Score -7184924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -7184928.000000 Penalty: 5241.168457
	Iteration 95Q: 3 clusters Score -7184928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -7184922.500000 Penalty: 5241.168457
	Iteration 96Q: 3 clusters Score -7184922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -7184928.500000 Penalty: 5241.168457
	Iteration 97Q: 3 clusters Score -7184928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -7184926.500000 Penalty: 5241.168457
	Iteration 98Q: 3 clusters Score -7184926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -7184930.000000 Penalty: 5241.168457
	Iteration 99Q: 3 clusters Score -7184930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -7184923.500000 Penalty: 5241.168457
	Iteration 100F: 3 clusters Score -7184924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -7184926.500000 Penalty: 5241.168457
	Iteration 101Q: 3 clusters Score -7184926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -7184927.500000 Penalty: 5241.168457
	Iteration 102Q: 3 clusters Score -7184928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -7184930.500000 Penalty: 5241.168457
	Iteration 103Q: 3 clusters Score -7184930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -7184931.500000 Penalty: 5241.168457
	Iteration 104Q: 3 clusters Score -7184932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -7184927.000000 Penalty: 5241.168457
	Iteration 105Q: 3 clusters Score -7184927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -7184914.500000 Penalty: 5241.168457
	Iteration 106Q: 3 clusters Score -7184914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -7184917.000000 Penalty: 5241.168457
	Iteration 107Q: 3 clusters Score -7184917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -7184920.000000 Penalty: 5241.168457
	Iteration 108Q: 3 clusters Score -7184920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -7184919.500000 Penalty: 5241.168457
	Iteration 109Q: 3 clusters Score -7184920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -7184907.500000 Penalty: 5241.168457
	Iteration 110Q: 3 clusters Score -7184908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -7184907.500000 Penalty: 5241.168457
	Iteration 111Q: 3 clusters Score -7184908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -7184905.000000 Penalty: 5241.168457
	Iteration 112Q: 3 clusters Score -7184905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -7184905.000000 Penalty: 5241.168457
	Iteration 113F: 3 clusters Score -7184905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -175721.390625 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -175721.4 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 534 members 
Entering Unmasked Estep 
Score: -173726.406250 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -173726.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -174052.562500 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -174052.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -174197.406250 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -174197.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -174349.390625 Penalty: 3459.805176
	Iteration 3F: 3 clusters Score -174349.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -174521.031250 Penalty: 3459.805176
	Iteration 4Q: 3 clusters Score -174521 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -174655.796875 Penalty: 3459.805176
	Iteration 5F: 3 clusters Score -174655.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -174736.093750 Penalty: 3459.805176
	Iteration 6Q: 3 clusters Score -174736.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -174792.796875 Penalty: 3459.805176
	Iteration 7Q: 3 clusters Score -174792.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -174861.640625 Penalty: 3459.805176
	Iteration 8Q: 3 clusters Score -174861.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -174920.109375 Penalty: 3459.805176
	Iteration 9Q: 3 clusters Score -174920.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -174962.625000 Penalty: 3459.805176
	Iteration 10Q: 3 clusters Score -174962.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -174992.031250 Penalty: 3459.805176
	Iteration 11Q: 3 clusters Score -174992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -175002.453125 Penalty: 3459.805176
	Iteration 12Q: 3 clusters Score -175002.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -175016.031250 Penalty: 3459.805176
	Iteration 13Q: 3 clusters Score -175016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -175034.750000 Penalty: 3459.805176
	Iteration 14Q: 3 clusters Score -175034.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -175051.546875 Penalty: 3459.805176
	Iteration 15Q: 3 clusters Score -175051.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -175066.593750 Penalty: 3459.805176
	Iteration 16Q: 3 clusters Score -175066.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -175077.015625 Penalty: 3459.805176
	Iteration 17Q: 3 clusters Score -175077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -175081.656250 Penalty: 3459.805176
	Iteration 18Q: 3 clusters Score -175081.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -175088.546875 Penalty: 3459.805176
	Iteration 19Q: 3 clusters Score -175088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -175091.562500 Penalty: 3459.805176
	Iteration 20F: 3 clusters Score -175091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -175093.906250 Penalty: 3459.805176
	Iteration 21Q: 3 clusters Score -175093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -175095.843750 Penalty: 3459.805176
	Iteration 22Q: 3 clusters Score -175095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -175099.171875 Penalty: 3459.805176
	Iteration 23Q: 3 clusters Score -175099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -175103.375000 Penalty: 3459.805176
	Iteration 24Q: 3 clusters Score -175103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -175105.953125 Penalty: 3459.805176
	Iteration 25Q: 3 clusters Score -175106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -175105.953125 Penalty: 3459.805176
	Iteration 26F: 3 clusters Score -175106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Entering Unmasked Estep 
Score: -9160351.000000 Penalty: 2679.451172
	Iteration 0F: 2 clusters Score -9160351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -9130304.000000 Penalty: 5358.902344
	Iteration 0F: 3 clusters Score -9130304 nChanged 22568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -9142586.000000 Penalty: 5358.902344
	Iteration 1F: 3 clusters Score -9142586 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -9143275.000000 Penalty: 5358.902344
	Iteration 2Q: 3 clusters Score -9143275 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -9143920.000000 Penalty: 5358.902344
	Iteration 3Q: 3 clusters Score -9143920 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -9144612.000000 Penalty: 5358.902344
	Iteration 4Q: 3 clusters Score -9144612 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -9145435.000000 Penalty: 5358.902344
	Iteration 5Q: 3 clusters Score -9145435 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -9146347.000000 Penalty: 5358.902344
	Iteration 6Q: 3 clusters Score -9146347 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -9147416.000000 Penalty: 5358.902344
	Iteration 7Q: 3 clusters Score -9147416 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -9148808.000000 Penalty: 5358.902344
	Iteration 8F: 3 clusters Score -9148808 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -9150394.000000 Penalty: 5358.902344
	Iteration 9F: 3 clusters Score -9150394 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -9152404.000000 Penalty: 5358.902344
	Iteration 10F: 3 clusters Score -9152404 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -9154613.000000 Penalty: 5358.902344
	Iteration 11F: 3 clusters Score -9154613 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -9156411.000000 Penalty: 5358.902344
	Iteration 12Q: 3 clusters Score -9156411 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -9157131.000000 Penalty: 5358.902344
	Iteration 13Q: 3 clusters Score -9157131 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -9157504.000000 Penalty: 5358.902344
	Iteration 14Q: 3 clusters Score -9157504 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -9157785.000000 Penalty: 5358.902344
	Iteration 15Q: 3 clusters Score -9157785 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -9158021.000000 Penalty: 5358.902344
	Iteration 16Q: 3 clusters Score -9158021 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -9158205.000000 Penalty: 5358.902344
	Iteration 17Q: 3 clusters Score -9158205 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -9158449.000000 Penalty: 5358.902344
	Iteration 18Q: 3 clusters Score -9158449 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -9158603.000000 Penalty: 5358.902344
	Iteration 19Q: 3 clusters Score -9158603 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -9158779.000000 Penalty: 5358.902344
	Iteration 20F: 3 clusters Score -9158779 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -9158942.000000 Penalty: 5358.902344
	Iteration 21Q: 3 clusters Score -9158942 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -9159177.000000 Penalty: 5358.902344
	Iteration 22Q: 3 clusters Score -9159177 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -9159320.000000 Penalty: 5358.902344
	Iteration 23Q: 3 clusters Score -9159320 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -9159317.000000 Penalty: 5358.902344
	Iteration 24Q: 3 clusters Score -9159317 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -9159343.000000 Penalty: 5358.902344
	Iteration 25Q: 3 clusters Score -9159343 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -9159327.000000 Penalty: 5358.902344
	Iteration 26Q: 3 clusters Score -9159327 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -9159303.000000 Penalty: 5358.902344
	Iteration 27Q: 3 clusters Score -9159303 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -9159282.000000 Penalty: 5358.902344
	Iteration 28Q: 3 clusters Score -9159282 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -9159227.000000 Penalty: 5358.902344
	Iteration 29Q: 3 clusters Score -9159227 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9159167.000000 Penalty: 5358.902344
	Iteration 30Q: 3 clusters Score -9159167 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -9159147.000000 Penalty: 5358.902344
	Iteration 31Q: 3 clusters Score -9159147 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9159120.000000 Penalty: 5358.902344
	Iteration 32Q: 3 clusters Score -9159120 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9159077.000000 Penalty: 5358.902344
	Iteration 33Q: 3 clusters Score -9159077 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9159034.000000 Penalty: 5358.902344
	Iteration 34Q: 3 clusters Score -9159034 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -9158973.000000 Penalty: 5358.902344
	Iteration 35Q: 3 clusters Score -9158973 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9158956.000000 Penalty: 5358.902344
	Iteration 36Q: 3 clusters Score -9158956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9158944.000000 Penalty: 5358.902344
	Iteration 37Q: 3 clusters Score -9158944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9158934.000000 Penalty: 5358.902344
	Iteration 38Q: 3 clusters Score -9158934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9158908.000000 Penalty: 5358.902344
	Iteration 39Q: 3 clusters Score -9158908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9158912.000000 Penalty: 5358.902344
	Iteration 40F: 3 clusters Score -9158912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9158926.000000 Penalty: 5358.902344
	Iteration 41Q: 3 clusters Score -9158926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9158913.000000 Penalty: 5358.902344
	Iteration 42Q: 3 clusters Score -9158913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9158897.000000 Penalty: 5358.902344
	Iteration 43Q: 3 clusters Score -9158897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9158889.000000 Penalty: 5358.902344
	Iteration 44Q: 3 clusters Score -9158889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9158878.000000 Penalty: 5358.902344
	Iteration 45Q: 3 clusters Score -9158878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9158871.000000 Penalty: 5358.902344
	Iteration 46Q: 3 clusters Score -9158871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9158868.000000 Penalty: 5358.902344
	Iteration 47Q: 3 clusters Score -9158868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9158864.000000 Penalty: 5358.902344
	Iteration 48Q: 3 clusters Score -9158864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9158862.000000 Penalty: 5358.902344
	Iteration 49Q: 3 clusters Score -9158862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9158856.000000 Penalty: 5358.902344
	Iteration 50Q: 3 clusters Score -9158856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9158850.000000 Penalty: 5358.902344
	Iteration 51Q: 3 clusters Score -9158850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9158852.000000 Penalty: 5358.902344
	Iteration 52Q: 3 clusters Score -9158852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9158852.000000 Penalty: 5358.902344
	Iteration 53Q: 3 clusters Score -9158852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9158853.000000 Penalty: 5358.902344
	Iteration 54Q: 3 clusters Score -9158853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9158853.000000 Penalty: 5358.902344
	Iteration 55F: 3 clusters Score -9158853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -132840.859375 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -132840.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -131083.843750 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -131083.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -131408.890625 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -131408.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -131516.406250 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -131516.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -131616.968750 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -131617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -131787.187500 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -131787.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -131896.875000 Penalty: 3292.729736
	Iteration 5F: 3 clusters Score -131896.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -132000.546875 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -132000.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -132076.843750 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -132076.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -132164.265625 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -132164.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -132279.718750 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -132279.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -132423.703125 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -132423.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -132553.187500 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -132553.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -132635.562500 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -132635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -132654.421875 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -132654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -132663.546875 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -132663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -132673.296875 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -132673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -132677.906250 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -132677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -132679.656250 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -132679.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -132679.656250 Penalty: 3292.729736
	Iteration 18F: 3 clusters Score -132679.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -112690.007812 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -112690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -111029.539062 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -111029.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -111207.843750 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -111207.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -111272.054688 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -111272.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -111293.812500 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -111293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -111306.390625 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -111306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -111322.226562 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -111322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -111333.765625 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -111333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -111337.539062 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -111337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -111338.695312 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -111338.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -111338.695312 Penalty: 3207.207764
	Iteration 9F: 3 clusters Score -111338.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Entering Unmasked Estep 
Score: -8381858.000000 Penalty: 2658.752441
	Iteration 0F: 2 clusters Score -8381858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -8351448.500000 Penalty: 5317.504883
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Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8381025.000000 Penalty: 5317.504883
	Iteration 94Q: 3 clusters Score -8381025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -8381026.000000 Penalty: 5317.504883
	Iteration 95Q: 3 clusters Score -8381026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -8381026.000000 Penalty: 5317.504883
	Iteration 96F: 3 clusters Score -8381026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Entering Unmasked Estep 
Score: -7741476.500000 Penalty: 2639.503906
	Iteration 0F: 2 clusters Score -7741476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -7713525.000000 Penalty: 5279.007812
	Iteration 0F: 3 clusters Score -7713525 nChanged 19080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -7723752.000000 Penalty: 5279.007812
	Iteration 1F: 3 clusters Score -7723752 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -7724120.000000 Penalty: 5279.007812
	Iteration 2Q: 3 clusters Score -7724120 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -7724435.000000 Penalty: 5279.007812
	Iteration 3Q: 3 clusters Score -7724435 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -7724679.500000 Penalty: 5279.007812
	Iteration 4Q: 3 clusters Score -7724680 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -7724883.000000 Penalty: 5279.007812
	Iteration 5Q: 3 clusters Score -7724883 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -7725102.500000 Penalty: 5279.007812
	Iteration 6Q: 3 clusters Score -7725102 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -7725355.000000 Penalty: 5279.007812
	Iteration 7Q: 3 clusters Score -7725355 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -7725643.500000 Penalty: 5279.007812
	Iteration 8Q: 3 clusters Score -7725644 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -7726032.000000 Penalty: 5279.007812
	Iteration 9Q: 3 clusters Score -7726032 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -7726559.500000 Penalty: 5279.007812
	Iteration 10Q: 3 clusters Score -7726560 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -7727445.000000 Penalty: 5279.007812
	Iteration 11Q: 3 clusters Score -7727445 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -7728652.500000 Penalty: 5279.007812
	Iteration 12Q: 3 clusters Score -7728652 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -7730163.000000 Penalty: 5279.007812
	Iteration 13Q: 3 clusters Score -7730163 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -7731743.000000 Penalty: 5279.007812
	Iteration 14F: 3 clusters Score -7731743 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -7733141.000000 Penalty: 5279.007812
	Iteration 15Q: 3 clusters Score -7733141 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -7734183.000000 Penalty: 5279.007812
	Iteration 16Q: 3 clusters Score -7734183 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -7734850.000000 Penalty: 5279.007812
	Iteration 17Q: 3 clusters Score -7734850 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -7735239.500000 Penalty: 5279.007812
	Iteration 18Q: 3 clusters Score -7735240 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -7735375.500000 Penalty: 5279.007812
	Iteration 19Q: 3 clusters Score -7735376 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -7735457.500000 Penalty: 5279.007812
	Iteration 20F: 3 clusters Score -7735458 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -7735541.000000 Penalty: 5279.007812
	Iteration 21Q: 3 clusters Score -7735541 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -7735599.500000 Penalty: 5279.007812
	Iteration 22Q: 3 clusters Score -7735600 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -7735690.500000 Penalty: 5279.007812
	Iteration 23Q: 3 clusters Score -7735690 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -7735751.500000 Penalty: 5279.007812
	Iteration 24Q: 3 clusters Score -7735752 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -7735815.000000 Penalty: 5279.007812
	Iteration 25Q: 3 clusters Score -7735815 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -7735872.000000 Penalty: 5279.007812
	Iteration 26Q: 3 clusters Score -7735872 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -7735941.000000 Penalty: 5279.007812
	Iteration 27Q: 3 clusters Score -7735941 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -7736043.000000 Penalty: 5279.007812
	Iteration 28Q: 3 clusters Score -7736043 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -7736123.500000 Penalty: 5279.007812
	Iteration 29Q: 3 clusters Score -7736124 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -7736241.000000 Penalty: 5279.007812
	Iteration 30Q: 3 clusters Score -7736241 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -7736364.500000 Penalty: 5279.007812
	Iteration 31Q: 3 clusters Score -7736364 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -7736470.500000 Penalty: 5279.007812
	Iteration 32Q: 3 clusters Score -7736470 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -7736585.500000 Penalty: 5279.007812
	Iteration 33Q: 3 clusters Score -7736586 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -7736697.500000 Penalty: 5279.007812
	Iteration 34Q: 3 clusters Score -7736698 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -7736812.000000 Penalty: 5279.007812
	Iteration 35Q: 3 clusters Score -7736812 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -7736931.000000 Penalty: 5279.007812
	Iteration 36Q: 3 clusters Score -7736931 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -7737080.500000 Penalty: 5279.007812
	Iteration 37Q: 3 clusters Score -7737080 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7737191.000000 Penalty: 5279.007812
	Iteration 38Q: 3 clusters Score -7737191 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -7737370.500000 Penalty: 5279.007812
	Iteration 39Q: 3 clusters Score -7737370 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -7737550.500000 Penalty: 5279.007812
	Iteration 40F: 3 clusters Score -7737550 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -7737709.000000 Penalty: 5279.007812
	Iteration 41Q: 3 clusters Score -7737709 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7737841.000000 Penalty: 5279.007812
	Iteration 42Q: 3 clusters Score -7737841 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7737986.000000 Penalty: 5279.007812
	Iteration 43Q: 3 clusters Score -7737986 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7738102.500000 Penalty: 5279.007812
	Iteration 44Q: 3 clusters Score -7738102 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7738234.000000 Penalty: 5279.007812
	Iteration 45Q: 3 clusters Score -7738234 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7738349.500000 Penalty: 5279.007812
	Iteration 46Q: 3 clusters Score -7738350 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7738495.000000 Penalty: 5279.007812
	Iteration 47Q: 3 clusters Score -7738495 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7738584.500000 Penalty: 5279.007812
	Iteration 48Q: 3 clusters Score -7738584 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7738675.500000 Penalty: 5279.007812
	Iteration 49Q: 3 clusters Score -7738676 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7738774.500000 Penalty: 5279.007812
	Iteration 50Q: 3 clusters Score -7738774 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7738875.000000 Penalty: 5279.007812
	Iteration 51Q: 3 clusters Score -7738875 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7738943.500000 Penalty: 5279.007812
	Iteration 52Q: 3 clusters Score -7738944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7739014.500000 Penalty: 5279.007812
	Iteration 53Q: 3 clusters Score -7739014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7739052.500000 Penalty: 5279.007812
	Iteration 54Q: 3 clusters Score -7739052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7739088.500000 Penalty: 5279.007812
	Iteration 55Q: 3 clusters Score -7739088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7739124.000000 Penalty: 5279.007812
	Iteration 56Q: 3 clusters Score -7739124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7739146.500000 Penalty: 5279.007812
	Iteration 57Q: 3 clusters Score -7739146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7739154.500000 Penalty: 5279.007812
	Iteration 58Q: 3 clusters Score -7739154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7739177.000000 Penalty: 5279.007812
	Iteration 59Q: 3 clusters Score -7739177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7739185.500000 Penalty: 5279.007812
	Iteration 60F: 3 clusters Score -7739186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7739193.500000 Penalty: 5279.007812
	Iteration 61Q: 3 clusters Score -7739194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7739194.000000 Penalty: 5279.007812
	Iteration 62Q: 3 clusters Score -7739194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7739204.500000 Penalty: 5279.007812
	Iteration 63Q: 3 clusters Score -7739204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7739202.000000 Penalty: 5279.007812
	Iteration 64Q: 3 clusters Score -7739202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7739207.000000 Penalty: 5279.007812
	Iteration 65Q: 3 clusters Score -7739207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7739213.500000 Penalty: 5279.007812
	Iteration 66Q: 3 clusters Score -7739214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7739217.000000 Penalty: 5279.007812
	Iteration 67Q: 3 clusters Score -7739217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7739220.500000 Penalty: 5279.007812
	Iteration 68Q: 3 clusters Score -7739220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7739222.500000 Penalty: 5279.007812
	Iteration 69Q: 3 clusters Score -7739222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7739224.500000 Penalty: 5279.007812
	Iteration 70Q: 3 clusters Score -7739224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7739220.500000 Penalty: 5279.007812
	Iteration 71Q: 3 clusters Score -7739220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7739223.000000 Penalty: 5279.007812
	Iteration 72Q: 3 clusters Score -7739223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7739227.500000 Penalty: 5279.007812
	Iteration 73Q: 3 clusters Score -7739228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7739228.500000 Penalty: 5279.007812
	Iteration 74Q: 3 clusters Score -7739228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7739227.500000 Penalty: 5279.007812
	Iteration 75Q: 3 clusters Score -7739228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7739232.000000 Penalty: 5279.007812
	Iteration 76Q: 3 clusters Score -7739232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7739235.000000 Penalty: 5279.007812
	Iteration 77Q: 3 clusters Score -7739235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7739242.500000 Penalty: 5279.007812
	Iteration 78Q: 3 clusters Score -7739242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7739243.000000 Penalty: 5279.007812
	Iteration 79Q: 3 clusters Score -7739243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7739240.000000 Penalty: 5279.007812
	Iteration 80F: 3 clusters Score -7739240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7739241.000000 Penalty: 5279.007812
	Iteration 81Q: 3 clusters Score -7739241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7739246.500000 Penalty: 5279.007812
	Iteration 82Q: 3 clusters Score -7739246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7739246.000000 Penalty: 5279.007812
	Iteration 83Q: 3 clusters Score -7739246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7739245.000000 Penalty: 5279.007812
	Iteration 84Q: 3 clusters Score -7739245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7739247.000000 Penalty: 5279.007812
	Iteration 85Q: 3 clusters Score -7739247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7739255.000000 Penalty: 5279.007812
	Iteration 86Q: 3 clusters Score -7739255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7739253.500000 Penalty: 5279.007812
	Iteration 87Q: 3 clusters Score -7739254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7739254.500000 Penalty: 5279.007812
	Iteration 88Q: 3 clusters Score -7739254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7739252.500000 Penalty: 5279.007812
	Iteration 89Q: 3 clusters Score -7739252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7739254.500000 Penalty: 5279.007812
	Iteration 90Q: 3 clusters Score -7739254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7739255.500000 Penalty: 5279.007812
	Iteration 91Q: 3 clusters Score -7739256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7739255.500000 Penalty: 5279.007812
	Iteration 92F: 3 clusters Score -7739256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -339175.781250 Penalty: 1880.266479
	Iteration 0F: 2 clusters Score -339175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -336596.656250 Penalty: 3760.532959
	Iteration 0F: 3 clusters Score -336596.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -337038.468750 Penalty: 3760.532959
	Iteration 1F: 3 clusters Score -337038.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -337153.687500 Penalty: 3760.532959
	Iteration 2F: 3 clusters Score -337153.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -337219.468750 Penalty: 3760.532959
	Iteration 3Q: 3 clusters Score -337219.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -337278.875000 Penalty: 3760.532959
	Iteration 4Q: 3 clusters Score -337278.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -337314.437500 Penalty: 3760.532959
	Iteration 5Q: 3 clusters Score -337314.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -337329.031250 Penalty: 3760.532959
	Iteration 6Q: 3 clusters Score -337329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -337339.343750 Penalty: 3760.532959
	Iteration 7Q: 3 clusters Score -337339.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -337345.031250 Penalty: 3760.532959
	Iteration 8Q: 3 clusters Score -337345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -337351.781250 Penalty: 3760.532959
	Iteration 9Q: 3 clusters Score -337351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -337355.468750 Penalty: 3760.532959
	Iteration 10Q: 3 clusters Score -337355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -337359.593750 Penalty: 3760.532959
	Iteration 11Q: 3 clusters Score -337359.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -337366.593750 Penalty: 3760.532959
	Iteration 12Q: 3 clusters Score -337366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -337369.812500 Penalty: 3760.532959
	Iteration 13Q: 3 clusters Score -337369.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -337375.687500 Penalty: 3760.532959
	Iteration 14Q: 3 clusters Score -337375.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -337383.187500 Penalty: 3760.532959
	Iteration 15Q: 3 clusters Score -337383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -337390.031250 Penalty: 3760.532959
	Iteration 16Q: 3 clusters Score -337390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -337397.125000 Penalty: 3760.532959
	Iteration 17Q: 3 clusters Score -337397.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -337405.562500 Penalty: 3760.532959
	Iteration 18Q: 3 clusters Score -337405.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -337415.000000 Penalty: 3760.532959
	Iteration 19Q: 3 clusters Score -337415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -337422.375000 Penalty: 3760.532959
	Iteration 20F: 3 clusters Score -337422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -337425.000000 Penalty: 3760.532959
	Iteration 21Q: 3 clusters Score -337425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -337428.000000 Penalty: 3760.532959
	Iteration 22Q: 3 clusters Score -337428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -337434.062500 Penalty: 3760.532959
	Iteration 23Q: 3 clusters Score -337434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -337436.156250 Penalty: 3760.532959
	Iteration 24Q: 3 clusters Score -337436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -337440.156250 Penalty: 3760.532959
	Iteration 25Q: 3 clusters Score -337440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -337443.718750 Penalty: 3760.532959
	Iteration 26Q: 3 clusters Score -337443.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -337446.843750 Penalty: 3760.532959
	Iteration 27Q: 3 clusters Score -337446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -337449.812500 Penalty: 3760.532959
	Iteration 28Q: 3 clusters Score -337449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -337452.343750 Penalty: 3760.532959
	Iteration 29Q: 3 clusters Score -337452.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -337452.343750 Penalty: 3760.532959
	Iteration 30F: 3 clusters Score -337452.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -70026.046875 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -70026.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68530.398438 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -68530.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68816.468750 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -68816.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68972.632812 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -68972.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69061.218750 Penalty: 3101.899170
	Iteration 3F: 3 clusters Score -69061.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -69101.210938 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -69101.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69112.484375 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -69112.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69135.718750 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -69135.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69150.015625 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -69150.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69163.007812 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -69163.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69168.914062 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -69168.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69175.054688 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -69175.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69176.054688 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -69176.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69176.054688 Penalty: 3101.899170
	Iteration 12F: 3 clusters Score -69176.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -65452.093750 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -65452.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64104.777344 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -64104.78 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64740.339844 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -64740.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64901.054688 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -64901.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64945.046875 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -64945.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64957.019531 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -64957.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64970.753906 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -64970.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64981.718750 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -64981.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64995.183594 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -64995.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65003.742188 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -65003.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65003.742188 Penalty: 3158.620605
	Iteration 9F: 3 clusters Score -65003.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Entering Unmasked Estep 
Score: -8663797.000000 Penalty: 2665.600586
	Iteration 0F: 2 clusters Score -8663797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -8632731.000000 Penalty: 5331.201172
	Iteration 0F: 3 clusters Score -8632731 nChanged 21470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -8644660.000000 Penalty: 5331.201172
	Iteration 1F: 3 clusters Score -8644660 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -8645331.000000 Penalty: 5331.201172
	Iteration 2Q: 3 clusters Score -8645331 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -8646241.000000 Penalty: 5331.201172
	Iteration 3Q: 3 clusters Score -8646241 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -8647625.000000 Penalty: 5331.201172
	Iteration 4F: 3 clusters Score -8647625 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -8649705.000000 Penalty: 5331.201172
	Iteration 5F: 3 clusters Score -8649705 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -8652566.000000 Penalty: 5331.201172
	Iteration 6F: 3 clusters Score -8652566 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -8655739.000000 Penalty: 5331.201172
	Iteration 7F: 3 clusters Score -8655739 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -8658353.000000 Penalty: 5331.201172
	Iteration 8F: 3 clusters Score -8658353 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8659907.000000 Penalty: 5331.201172
	Iteration 9Q: 3 clusters Score -8659907 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8660750.000000 Penalty: 5331.201172
	Iteration 10Q: 3 clusters Score -8660750 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8661237.000000 Penalty: 5331.201172
	Iteration 11Q: 3 clusters Score -8661237 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8661483.000000 Penalty: 5331.201172
	Iteration 12Q: 3 clusters Score -8661483 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8661574.000000 Penalty: 5331.201172
	Iteration 13Q: 3 clusters Score -8661574 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8661667.000000 Penalty: 5331.201172
	Iteration 14Q: 3 clusters Score -8661667 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8661710.000000 Penalty: 5331.201172
	Iteration 15Q: 3 clusters Score -8661710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8661770.000000 Penalty: 5331.201172
	Iteration 16Q: 3 clusters Score -8661770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8661774.000000 Penalty: 5331.201172
	Iteration 17Q: 3 clusters Score -8661774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8661783.000000 Penalty: 5331.201172
	Iteration 18Q: 3 clusters Score -8661783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8661793.000000 Penalty: 5331.201172
	Iteration 19Q: 3 clusters Score -8661793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8661790.000000 Penalty: 5331.201172
	Iteration 20F: 3 clusters Score -8661790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8661788.000000 Penalty: 5331.201172
	Iteration 21Q: 3 clusters Score -8661788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8661794.000000 Penalty: 5331.201172
	Iteration 22Q: 3 clusters Score -8661794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8661800.000000 Penalty: 5331.201172
	Iteration 23Q: 3 clusters Score -8661800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8661802.000000 Penalty: 5331.201172
	Iteration 24Q: 3 clusters Score -8661802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8661813.000000 Penalty: 5331.201172
	Iteration 25Q: 3 clusters Score -8661813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8661813.000000 Penalty: 5331.201172
	Iteration 26Q: 3 clusters Score -8661813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8661815.000000 Penalty: 5331.201172
	Iteration 27Q: 3 clusters Score -8661815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8661819.000000 Penalty: 5331.201172
	Iteration 28Q: 3 clusters Score -8661819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8661826.000000 Penalty: 5331.201172
	Iteration 29Q: 3 clusters Score -8661826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8661813.000000 Penalty: 5331.201172
	Iteration 30Q: 3 clusters Score -8661813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8661816.000000 Penalty: 5331.201172
	Iteration 31Q: 3 clusters Score -8661816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8661823.000000 Penalty: 5331.201172
	Iteration 32Q: 3 clusters Score -8661823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8661833.000000 Penalty: 5331.201172
	Iteration 33Q: 3 clusters Score -8661833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8661827.000000 Penalty: 5331.201172
	Iteration 34Q: 3 clusters Score -8661827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8661829.000000 Penalty: 5331.201172
	Iteration 35Q: 3 clusters Score -8661829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8661830.000000 Penalty: 5331.201172
	Iteration 36Q: 3 clusters Score -8661830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8661828.000000 Penalty: 5331.201172
	Iteration 37Q: 3 clusters Score -8661828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8661835.000000 Penalty: 5331.201172
	Iteration 38Q: 3 clusters Score -8661835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8661835.000000 Penalty: 5331.201172
	Iteration 39F: 3 clusters Score -8661835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Entering Unmasked Estep 
Score: -9664200.000000 Penalty: 2693.855469
	Iteration 0F: 2 clusters Score -9664200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -9630795.000000 Penalty: 5387.710938
	Iteration 0F: 3 clusters Score -9630795 nChanged 24273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -9644115.000000 Penalty: 5387.710938
	Iteration 1F: 3 clusters Score -9644115 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -9644852.000000 Penalty: 5387.710938
	Iteration 2Q: 3 clusters Score -9644852 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -9645814.000000 Penalty: 5387.710938
	Iteration 3Q: 3 clusters Score -9645814 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -9647139.000000 Penalty: 5387.710938
	Iteration 4Q: 3 clusters Score -9647139 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -9648844.000000 Penalty: 5387.710938
	Iteration 5F: 3 clusters Score -9648844 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -9650881.000000 Penalty: 5387.710938
	Iteration 6F: 3 clusters Score -9650881 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -9653122.000000 Penalty: 5387.710938
	Iteration 7F: 3 clusters Score -9653122 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -9655475.000000 Penalty: 5387.710938
	Iteration 8F: 3 clusters Score -9655475 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -9657459.000000 Penalty: 5387.710938
	Iteration 9F: 3 clusters Score -9657459 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -9658741.000000 Penalty: 5387.710938
	Iteration 10Q: 3 clusters Score -9658741 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -9659448.000000 Penalty: 5387.710938
	Iteration 11Q: 3 clusters Score -9659448 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -9659997.000000 Penalty: 5387.710938
	Iteration 12Q: 3 clusters Score -9659997 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -9660457.000000 Penalty: 5387.710938
	Iteration 13Q: 3 clusters Score -9660457 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -9660906.000000 Penalty: 5387.710938
	Iteration 14Q: 3 clusters Score -9660906 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -9661351.000000 Penalty: 5387.710938
	Iteration 15Q: 3 clusters Score -9661351 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -9661756.000000 Penalty: 5387.710938
	Iteration 16Q: 3 clusters Score -9661756 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -9662204.000000 Penalty: 5387.710938
	Iteration 17Q: 3 clusters Score -9662204 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -9662641.000000 Penalty: 5387.710938
	Iteration 18Q: 3 clusters Score -9662641 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -9663013.000000 Penalty: 5387.710938
	Iteration 19Q: 3 clusters Score -9663013 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -9663273.000000 Penalty: 5387.710938
	Iteration 20F: 3 clusters Score -9663273 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -9663518.000000 Penalty: 5387.710938
	Iteration 21Q: 3 clusters Score -9663518 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -9663669.000000 Penalty: 5387.710938
	Iteration 22Q: 3 clusters Score -9663669 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -9663816.000000 Penalty: 5387.710938
	Iteration 23Q: 3 clusters Score -9663816 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -9663920.000000 Penalty: 5387.710938
	Iteration 24Q: 3 clusters Score -9663920 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -9663957.000000 Penalty: 5387.710938
	Iteration 25Q: 3 clusters Score -9663957 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -9664061.000000 Penalty: 5387.710938
	Iteration 26Q: 3 clusters Score -9664061 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -9664156.000000 Penalty: 5387.710938
	Iteration 27Q: 3 clusters Score -9664156 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -9664236.000000 Penalty: 5387.710938
	Iteration 28Q: 3 clusters Score -9664236 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -9664322.000000 Penalty: 5387.710938
	Iteration 29Q: 3 clusters Score -9664322 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -9664365.000000 Penalty: 5387.710938
	Iteration 30Q: 3 clusters Score -9664365 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -9664412.000000 Penalty: 5387.710938
	Iteration 31Q: 3 clusters Score -9664412 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -9664454.000000 Penalty: 5387.710938
	Iteration 32Q: 3 clusters Score -9664454 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -9664519.000000 Penalty: 5387.710938
	Iteration 33Q: 3 clusters Score -9664519 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -9664534.000000 Penalty: 5387.710938
	Iteration 34Q: 3 clusters Score -9664534 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -9664569.000000 Penalty: 5387.710938
	Iteration 35Q: 3 clusters Score -9664569 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -9664569.000000 Penalty: 5387.710938
	Iteration 36Q: 3 clusters Score -9664569 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -9664541.000000 Penalty: 5387.710938
	Iteration 37Q: 3 clusters Score -9664541 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -9664569.000000 Penalty: 5387.710938
	Iteration 38Q: 3 clusters Score -9664569 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -9664598.000000 Penalty: 5387.710938
	Iteration 39Q: 3 clusters Score -9664598 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -9664611.000000 Penalty: 5387.710938
	Iteration 40F: 3 clusters Score -9664611 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -9664640.000000 Penalty: 5387.710938
	Iteration 41Q: 3 clusters Score -9664640 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -9664634.000000 Penalty: 5387.710938
	Iteration 42Q: 3 clusters Score -9664634 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -9664647.000000 Penalty: 5387.710938
	Iteration 43Q: 3 clusters Score -9664647 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -9664682.000000 Penalty: 5387.710938
	Iteration 44Q: 3 clusters Score -9664682 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -9664710.000000 Penalty: 5387.710938
	Iteration 45Q: 3 clusters Score -9664710 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -9664769.000000 Penalty: 5387.710938
	Iteration 46Q: 3 clusters Score -9664769 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -9664809.000000 Penalty: 5387.710938
	Iteration 47Q: 3 clusters Score -9664809 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -9664848.000000 Penalty: 5387.710938
	Iteration 48Q: 3 clusters Score -9664848 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -9664879.000000 Penalty: 5387.710938
	Iteration 49Q: 3 clusters Score -9664879 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -9664895.000000 Penalty: 5387.710938
	Iteration 50Q: 3 clusters Score -9664895 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -9664898.000000 Penalty: 5387.710938
	Iteration 51Q: 3 clusters Score -9664898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -9664890.000000 Penalty: 5387.710938
	Iteration 52Q: 3 clusters Score -9664890 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -9664901.000000 Penalty: 5387.710938
	Iteration 53Q: 3 clusters Score -9664901 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -9664935.000000 Penalty: 5387.710938
	Iteration 54Q: 3 clusters Score -9664935 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -9664934.000000 Penalty: 5387.710938
	Iteration 55Q: 3 clusters Score -9664934 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -9664938.000000 Penalty: 5387.710938
	Iteration 56Q: 3 clusters Score -9664938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -9664917.000000 Penalty: 5387.710938
	Iteration 57Q: 3 clusters Score -9664917 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -9664914.000000 Penalty: 5387.710938
	Iteration 58Q: 3 clusters Score -9664914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -9664913.000000 Penalty: 5387.710938
	Iteration 59Q: 3 clusters Score -9664913 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -9664907.000000 Penalty: 5387.710938
	Iteration 60F: 3 clusters Score -9664907 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -9664904.000000 Penalty: 5387.710938
	Iteration 61Q: 3 clusters Score -9664904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -9664868.000000 Penalty: 5387.710938
	Iteration 62Q: 3 clusters Score -9664868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -9664893.000000 Penalty: 5387.710938
	Iteration 63Q: 3 clusters Score -9664893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -9664899.000000 Penalty: 5387.710938
	Iteration 64Q: 3 clusters Score -9664899 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -9664868.000000 Penalty: 5387.710938
	Iteration 65Q: 3 clusters Score -9664868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -9664858.000000 Penalty: 5387.710938
	Iteration 66Q: 3 clusters Score -9664858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -9664840.000000 Penalty: 5387.710938
	Iteration 67Q: 3 clusters Score -9664840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -9664848.000000 Penalty: 5387.710938
	Iteration 68Q: 3 clusters Score -9664848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -9664851.000000 Penalty: 5387.710938
	Iteration 69Q: 3 clusters Score -9664851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -9664827.000000 Penalty: 5387.710938
	Iteration 70Q: 3 clusters Score -9664827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -9664829.000000 Penalty: 5387.710938
	Iteration 71Q: 3 clusters Score -9664829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -9664832.000000 Penalty: 5387.710938
	Iteration 72Q: 3 clusters Score -9664832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -9664807.000000 Penalty: 5387.710938
	Iteration 73Q: 3 clusters Score -9664807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -9664821.000000 Penalty: 5387.710938
	Iteration 74Q: 3 clusters Score -9664821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -9664807.000000 Penalty: 5387.710938
	Iteration 75Q: 3 clusters Score -9664807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -9664803.000000 Penalty: 5387.710938
	Iteration 76Q: 3 clusters Score -9664803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -9664779.000000 Penalty: 5387.710938
	Iteration 77Q: 3 clusters Score -9664779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -9664776.000000 Penalty: 5387.710938
	Iteration 78Q: 3 clusters Score -9664776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -9664766.000000 Penalty: 5387.710938
	Iteration 79Q: 3 clusters Score -9664766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -9664758.000000 Penalty: 5387.710938
	Iteration 80F: 3 clusters Score -9664758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -9664728.000000 Penalty: 5387.710938
	Iteration 81Q: 3 clusters Score -9664728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -9664743.000000 Penalty: 5387.710938
	Iteration 82Q: 3 clusters Score -9664743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -9664732.000000 Penalty: 5387.710938
	Iteration 83Q: 3 clusters Score -9664732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -9664726.000000 Penalty: 5387.710938
	Iteration 84Q: 3 clusters Score -9664726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -9664723.000000 Penalty: 5387.710938
	Iteration 85Q: 3 clusters Score -9664723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -9664730.000000 Penalty: 5387.710938
	Iteration 86Q: 3 clusters Score -9664730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -9664719.000000 Penalty: 5387.710938
	Iteration 87Q: 3 clusters Score -9664719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -9664719.000000 Penalty: 5387.710938
	Iteration 88Q: 3 clusters Score -9664719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -9664702.000000 Penalty: 5387.710938
	Iteration 89Q: 3 clusters Score -9664702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -9664703.000000 Penalty: 5387.710938
	Iteration 90Q: 3 clusters Score -9664703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -9664696.000000 Penalty: 5387.710938
	Iteration 91Q: 3 clusters Score -9664696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -9664701.000000 Penalty: 5387.710938
	Iteration 92Q: 3 clusters Score -9664701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -9664714.000000 Penalty: 5387.710938
	Iteration 93Q: 3 clusters Score -9664714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -9664703.000000 Penalty: 5387.710938
	Iteration 94Q: 3 clusters Score -9664703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -9664709.000000 Penalty: 5387.710938
	Iteration 95Q: 3 clusters Score -9664709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -9664688.000000 Penalty: 5387.710938
	Iteration 96Q: 3 clusters Score -9664688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -9664678.000000 Penalty: 5387.710938
	Iteration 97Q: 3 clusters Score -9664678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -9664690.000000 Penalty: 5387.710938
	Iteration 98Q: 3 clusters Score -9664690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -9664678.000000 Penalty: 5387.710938
	Iteration 99Q: 3 clusters Score -9664678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -9664661.000000 Penalty: 5387.710938
	Iteration 100F: 3 clusters Score -9664661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -9664659.000000 Penalty: 5387.710938
	Iteration 101Q: 3 clusters Score -9664659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -9664670.000000 Penalty: 5387.710938
	Iteration 102Q: 3 clusters Score -9664670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -9664671.000000 Penalty: 5387.710938
	Iteration 103Q: 3 clusters Score -9664671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -9664658.000000 Penalty: 5387.710938
	Iteration 104Q: 3 clusters Score -9664658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -9664647.000000 Penalty: 5387.710938
	Iteration 105Q: 3 clusters Score -9664647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -9664651.000000 Penalty: 5387.710938
	Iteration 106Q: 3 clusters Score -9664651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -9664653.000000 Penalty: 5387.710938
	Iteration 107Q: 3 clusters Score -9664653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -9664643.000000 Penalty: 5387.710938
	Iteration 108Q: 3 clusters Score -9664643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -9664644.000000 Penalty: 5387.710938
	Iteration 109Q: 3 clusters Score -9664644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -9664644.000000 Penalty: 5387.710938
	Iteration 110Q: 3 clusters Score -9664644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -9664652.000000 Penalty: 5387.710938
	Iteration 111Q: 3 clusters Score -9664652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -9664648.000000 Penalty: 5387.710938
	Iteration 112Q: 3 clusters Score -9664648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -9664653.000000 Penalty: 5387.710938
	Iteration 113Q: 3 clusters Score -9664653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -9664654.000000 Penalty: 5387.710938
	Iteration 114Q: 3 clusters Score -9664654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -9664649.000000 Penalty: 5387.710938
	Iteration 115Q: 3 clusters Score -9664649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -9664647.000000 Penalty: 5387.710938
	Iteration 116Q: 3 clusters Score -9664647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -9664647.000000 Penalty: 5387.710938
	Iteration 117Q: 3 clusters Score -9664647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -9664649.000000 Penalty: 5387.710938
	Iteration 118Q: 3 clusters Score -9664649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -9664647.000000 Penalty: 5387.710938
	Iteration 119Q: 3 clusters Score -9664647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -9664651.000000 Penalty: 5387.710938
	Iteration 120F: 3 clusters Score -9664651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -9664649.000000 Penalty: 5387.710938
	Iteration 121Q: 3 clusters Score -9664649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9664649.000000 Penalty: 5387.710938
	Iteration 122Q: 3 clusters Score -9664649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -9664638.000000 Penalty: 5387.710938
	Iteration 123Q: 3 clusters Score -9664638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -9664640.000000 Penalty: 5387.710938
	Iteration 124Q: 3 clusters Score -9664640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -9664638.000000 Penalty: 5387.710938
	Iteration 125Q: 3 clusters Score -9664638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -9664637.000000 Penalty: 5387.710938
	Iteration 126Q: 3 clusters Score -9664637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -9664631.000000 Penalty: 5387.710938
	Iteration 127Q: 3 clusters Score -9664631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -9664629.000000 Penalty: 5387.710938
	Iteration 128Q: 3 clusters Score -9664629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -9664635.000000 Penalty: 5387.710938
	Iteration 129Q: 3 clusters Score -9664635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -9664634.000000 Penalty: 5387.710938
	Iteration 130Q: 3 clusters Score -9664634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -9664636.000000 Penalty: 5387.710938
	Iteration 131Q: 3 clusters Score -9664636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -9664641.000000 Penalty: 5387.710938
	Iteration 132Q: 3 clusters Score -9664641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -9664636.000000 Penalty: 5387.710938
	Iteration 133Q: 3 clusters Score -9664636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -9664629.000000 Penalty: 5387.710938
	Iteration 134Q: 3 clusters Score -9664629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -9664628.000000 Penalty: 5387.710938
	Iteration 135Q: 3 clusters Score -9664628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -9664625.000000 Penalty: 5387.710938
	Iteration 136Q: 3 clusters Score -9664625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -9664630.000000 Penalty: 5387.710938
	Iteration 137Q: 3 clusters Score -9664630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -9664626.000000 Penalty: 5387.710938
	Iteration 138Q: 3 clusters Score -9664626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -9664617.000000 Penalty: 5387.710938
	Iteration 139Q: 3 clusters Score -9664617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -9664626.000000 Penalty: 5387.710938
	Iteration 140F: 3 clusters Score -9664626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 38324 members 
Mstep: Class 3 contains 38670 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 28781 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 8 contains 33126 members 
Mstep: Class 9 contains 39302 members 
Mstep: Class 10 contains 38827 members 
Mstep: Class 11 contains 48562 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 49229 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 45287 members 
Mstep: Class 17 contains 41905 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46555 members 
Mstep: Class 23 contains 3611 members 
Mstep: Class 24 contains 38660 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10119 members 
Mstep: Class 28 contains 48552 members 
Entering Unmasked Estep 
Score: -110132808.000000 Penalty: 89117.335938
Splitting cluster 23 changes total score from -110132920.000000 to -110132808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (38660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Entering Unmasked Estep 
Score: -7163337.000000 Penalty: 2619.515137
	Iteration 0F: 2 clusters Score -7163337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -7137873.000000 Penalty: 5239.030273
	Iteration 0F: 3 clusters Score -7137873 nChanged 17593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -7147531.500000 Penalty: 5239.030273
	Iteration 1F: 3 clusters Score -7147532 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -7147997.000000 Penalty: 5239.030273
	Iteration 2Q: 3 clusters Score -7147997 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -7148541.500000 Penalty: 5239.030273
	Iteration 3Q: 3 clusters Score -7148542 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -7149158.000000 Penalty: 5239.030273
	Iteration 4Q: 3 clusters Score -7149158 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -7149937.500000 Penalty: 5239.030273
	Iteration 5Q: 3 clusters Score -7149938 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -7150985.000000 Penalty: 5239.030273
	Iteration 6Q: 3 clusters Score -7150985 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -7152345.500000 Penalty: 5239.030273
	Iteration 7F: 3 clusters Score -7152346 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -7153899.500000 Penalty: 5239.030273
	Iteration 8F: 3 clusters Score -7153900 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -7155597.500000 Penalty: 5239.030273
	Iteration 9F: 3 clusters Score -7155598 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -7157043.500000 Penalty: 5239.030273
	Iteration 10Q: 3 clusters Score -7157044 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -7158121.000000 Penalty: 5239.030273
	Iteration 11Q: 3 clusters Score -7158121 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -7158798.500000 Penalty: 5239.030273
	Iteration 12Q: 3 clusters Score -7158798 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -7159245.500000 Penalty: 5239.030273
	Iteration 13Q: 3 clusters Score -7159246 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -7159593.000000 Penalty: 5239.030273
	Iteration 14Q: 3 clusters Score -7159593 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -7159816.500000 Penalty: 5239.030273
	Iteration 15Q: 3 clusters Score -7159816 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -7159974.000000 Penalty: 5239.030273
	Iteration 16Q: 3 clusters Score -7159974 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -7160142.500000 Penalty: 5239.030273
	Iteration 17Q: 3 clusters Score -7160142 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -7160279.500000 Penalty: 5239.030273
	Iteration 18Q: 3 clusters Score -7160280 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -7160376.000000 Penalty: 5239.030273
	Iteration 19Q: 3 clusters Score -7160376 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -7160497.000000 Penalty: 5239.030273
	Iteration 20F: 3 clusters Score -7160497 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -7160572.000000 Penalty: 5239.030273
	Iteration 21Q: 3 clusters Score -7160572 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -7160628.500000 Penalty: 5239.030273
	Iteration 22Q: 3 clusters Score -7160628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -7160688.000000 Penalty: 5239.030273
	Iteration 23Q: 3 clusters Score -7160688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -7160728.000000 Penalty: 5239.030273
	Iteration 24Q: 3 clusters Score -7160728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -7160769.000000 Penalty: 5239.030273
	Iteration 25Q: 3 clusters Score -7160769 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -7160800.500000 Penalty: 5239.030273
	Iteration 26Q: 3 clusters Score -7160800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -7160833.000000 Penalty: 5239.030273
	Iteration 27Q: 3 clusters Score -7160833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -7160847.000000 Penalty: 5239.030273
	Iteration 28Q: 3 clusters Score -7160847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -7160860.000000 Penalty: 5239.030273
	Iteration 29Q: 3 clusters Score -7160860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -7160860.000000 Penalty: 5239.030273
	Iteration 30Q: 3 clusters Score -7160860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -7160877.000000 Penalty: 5239.030273
	Iteration 31Q: 3 clusters Score -7160877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -7160888.500000 Penalty: 5239.030273
	Iteration 32Q: 3 clusters Score -7160888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -7160913.500000 Penalty: 5239.030273
	Iteration 33Q: 3 clusters Score -7160914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -7160915.000000 Penalty: 5239.030273
	Iteration 34Q: 3 clusters Score -7160915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7160921.000000 Penalty: 5239.030273
	Iteration 35Q: 3 clusters Score -7160921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -7160933.500000 Penalty: 5239.030273
	Iteration 36Q: 3 clusters Score -7160934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -7160950.500000 Penalty: 5239.030273
	Iteration 37Q: 3 clusters Score -7160950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -7160948.500000 Penalty: 5239.030273
	Iteration 38Q: 3 clusters Score -7160948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -7160955.500000 Penalty: 5239.030273
	Iteration 39Q: 3 clusters Score -7160956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -7160968.500000 Penalty: 5239.030273
	Iteration 40F: 3 clusters Score -7160968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -7160966.000000 Penalty: 5239.030273
	Iteration 41Q: 3 clusters Score -7160966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -7160979.500000 Penalty: 5239.030273
	Iteration 42Q: 3 clusters Score -7160980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -7160983.000000 Penalty: 5239.030273
	Iteration 43Q: 3 clusters Score -7160983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -7160988.500000 Penalty: 5239.030273
	Iteration 44Q: 3 clusters Score -7160988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -7161001.500000 Penalty: 5239.030273
	Iteration 45Q: 3 clusters Score -7161002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -7161005.000000 Penalty: 5239.030273
	Iteration 46Q: 3 clusters Score -7161005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -7161008.000000 Penalty: 5239.030273
	Iteration 47Q: 3 clusters Score -7161008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7161004.000000 Penalty: 5239.030273
	Iteration 48Q: 3 clusters Score -7161004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -7161013.500000 Penalty: 5239.030273
	Iteration 49Q: 3 clusters Score -7161014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -7161018.000000 Penalty: 5239.030273
	Iteration 50Q: 3 clusters Score -7161018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -7161020.000000 Penalty: 5239.030273
	Iteration 51Q: 3 clusters Score -7161020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -7161021.000000 Penalty: 5239.030273
	Iteration 52Q: 3 clusters Score -7161021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -7161035.500000 Penalty: 5239.030273
	Iteration 53Q: 3 clusters Score -7161036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -7161039.500000 Penalty: 5239.030273
	Iteration 54Q: 3 clusters Score -7161040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -7161050.500000 Penalty: 5239.030273
	Iteration 55Q: 3 clusters Score -7161050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -7161045.000000 Penalty: 5239.030273
	Iteration 56Q: 3 clusters Score -7161045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -7161051.000000 Penalty: 5239.030273
	Iteration 57Q: 3 clusters Score -7161051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -7161051.500000 Penalty: 5239.030273
	Iteration 58Q: 3 clusters Score -7161052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -7161061.000000 Penalty: 5239.030273
	Iteration 59Q: 3 clusters Score -7161061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -7161064.000000 Penalty: 5239.030273
	Iteration 60F: 3 clusters Score -7161064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -7161067.500000 Penalty: 5239.030273
	Iteration 61Q: 3 clusters Score -7161068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -7161070.500000 Penalty: 5239.030273
	Iteration 62Q: 3 clusters Score -7161070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -7161068.500000 Penalty: 5239.030273
	Iteration 63Q: 3 clusters Score -7161068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -7161071.500000 Penalty: 5239.030273
	Iteration 64Q: 3 clusters Score -7161072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -7161065.500000 Penalty: 5239.030273
	Iteration 65Q: 3 clusters Score -7161066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -7161067.500000 Penalty: 5239.030273
	Iteration 66Q: 3 clusters Score -7161068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -7161067.500000 Penalty: 5239.030273
	Iteration 67Q: 3 clusters Score -7161068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -7161069.500000 Penalty: 5239.030273
	Iteration 68Q: 3 clusters Score -7161070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -7161069.000000 Penalty: 5239.030273
	Iteration 69Q: 3 clusters Score -7161069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -7161069.000000 Penalty: 5239.030273
	Iteration 70F: 3 clusters Score -7161069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -99003.523438 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -99003.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -97387.500000 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -97387.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97726.085938 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -97726.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97810.656250 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -97810.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97853.804688 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -97853.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -97891.484375 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -97891.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97913.507812 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -97913.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -97930.992188 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -97930.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -97950.835938 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -97950.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97983.179688 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -97983.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98003.976562 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -98003.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -98021.195312 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -98021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -98037.937500 Penalty: 3228.349365
	Iteration 11Q: 3 clusters Score -98037.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -98049.148438 Penalty: 3228.349365
	Iteration 12Q: 3 clusters Score -98049.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98060.406250 Penalty: 3228.349365
	Iteration 13Q: 3 clusters Score -98060.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98087.476562 Penalty: 3228.349365
	Iteration 14Q: 3 clusters Score -98087.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -98098.898438 Penalty: 3228.349365
	Iteration 15Q: 3 clusters Score -98098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -98123.414062 Penalty: 3228.349365
	Iteration 16Q: 3 clusters Score -98123.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -98147.843750 Penalty: 3228.349365
	Iteration 17Q: 3 clusters Score -98147.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98177.523438 Penalty: 3228.349365
	Iteration 18Q: 3 clusters Score -98177.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -98201.093750 Penalty: 3228.349365
	Iteration 19Q: 3 clusters Score -98201.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98203.007812 Penalty: 3228.349365
	Iteration 20F: 3 clusters Score -98203.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -28219.103516 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -28219.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27066.052734 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -27066.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27359.992188 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -27359.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27456.773438 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -27456.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27504.691406 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -27504.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27533.177734 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -27533.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27550.728516 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -27550.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27564.865234 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -27564.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27577.019531 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -27577.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27584.220703 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -27584.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27584.220703 Penalty: 2911.171387
	Iteration 9F: 3 clusters Score -27584.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Entering Unmasked Estep 
Score: -1903646.375000 Penalty: 2287.098145
	Iteration 0F: 2 clusters Score -1903646 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 4983 members 
Entering Unmasked Estep 
Score: -1895894.000000 Penalty: 4574.196289
	Iteration 0F: 3 clusters Score -1895894 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1898126.375000 Penalty: 4574.196289
	Iteration 1F: 3 clusters Score -1898126 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1898400.500000 Penalty: 4574.196289
	Iteration 2F: 3 clusters Score -1898400 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1898569.625000 Penalty: 4574.196289
	Iteration 3Q: 3 clusters Score -1898570 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1898711.250000 Penalty: 4574.196289
	Iteration 4Q: 3 clusters Score -1898711 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1898819.750000 Penalty: 4574.196289
	Iteration 5Q: 3 clusters Score -1898820 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1898924.875000 Penalty: 4574.196289
	Iteration 6Q: 3 clusters Score -1898925 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1899028.125000 Penalty: 4574.196289
	Iteration 7Q: 3 clusters Score -1899028 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1899132.750000 Penalty: 4574.196289
	Iteration 8Q: 3 clusters Score -1899133 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1899241.625000 Penalty: 4574.196289
	Iteration 9Q: 3 clusters Score -1899242 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1899379.250000 Penalty: 4574.196289
	Iteration 10Q: 3 clusters Score -1899379 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1899541.750000 Penalty: 4574.196289
	Iteration 11Q: 3 clusters Score -1899542 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1899720.375000 Penalty: 4574.196289
	Iteration 12Q: 3 clusters Score -1899720 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1899961.250000 Penalty: 4574.196289
	Iteration 13Q: 3 clusters Score -1899961 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1900245.250000 Penalty: 4574.196289
	Iteration 14Q: 3 clusters Score -1900245 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1900542.000000 Penalty: 4574.196289
	Iteration 15Q: 3 clusters Score -1900542 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1900809.625000 Penalty: 4574.196289
	Iteration 16Q: 3 clusters Score -1900810 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1900991.625000 Penalty: 4574.196289
	Iteration 17Q: 3 clusters Score -1900992 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1901168.500000 Penalty: 4574.196289
	Iteration 18Q: 3 clusters Score -1901168 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1901315.500000 Penalty: 4574.196289
	Iteration 19Q: 3 clusters Score -1901316 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1901407.000000 Penalty: 4574.196289
	Iteration 20F: 3 clusters Score -1901407 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1901459.125000 Penalty: 4574.196289
	Iteration 21Q: 3 clusters Score -1901459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1901495.875000 Penalty: 4574.196289
	Iteration 22Q: 3 clusters Score -1901496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1901515.000000 Penalty: 4574.196289
	Iteration 23Q: 3 clusters Score -1901515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1901535.750000 Penalty: 4574.196289
	Iteration 24Q: 3 clusters Score -1901536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1901545.625000 Penalty: 4574.196289
	Iteration 25Q: 3 clusters Score -1901546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1901556.875000 Penalty: 4574.196289
	Iteration 26Q: 3 clusters Score -1901557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1901562.500000 Penalty: 4574.196289
	Iteration 27Q: 3 clusters Score -1901562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1901571.625000 Penalty: 4574.196289
	Iteration 28Q: 3 clusters Score -1901572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1901580.125000 Penalty: 4574.196289
	Iteration 29Q: 3 clusters Score -1901580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1901588.875000 Penalty: 4574.196289
	Iteration 30Q: 3 clusters Score -1901589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1901597.000000 Penalty: 4574.196289
	Iteration 31Q: 3 clusters Score -1901597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1901604.000000 Penalty: 4574.196289
	Iteration 32Q: 3 clusters Score -1901604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1901605.875000 Penalty: 4574.196289
	Iteration 33Q: 3 clusters Score -1901606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1901607.750000 Penalty: 4574.196289
	Iteration 34Q: 3 clusters Score -1901608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1901612.875000 Penalty: 4574.196289
	Iteration 35Q: 3 clusters Score -1901613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1901618.000000 Penalty: 4574.196289
	Iteration 36Q: 3 clusters Score -1901618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1901618.000000 Penalty: 4574.196289
	Iteration 37F: 3 clusters Score -1901618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Entering Unmasked Estep 
Score: -9070007.000000 Penalty: 2676.016846
	Iteration 0F: 2 clusters Score -9070007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -9038690.000000 Penalty: 5352.033691
	Iteration 0F: 3 clusters Score -9038690 nChanged 22258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -9051308.000000 Penalty: 5352.033691
	Iteration 1F: 3 clusters Score -9051308 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -9051997.000000 Penalty: 5352.033691
	Iteration 2Q: 3 clusters Score -9051997 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -9052747.000000 Penalty: 5352.033691
	Iteration 3Q: 3 clusters Score -9052747 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -9053519.000000 Penalty: 5352.033691
	Iteration 4Q: 3 clusters Score -9053519 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -9054368.000000 Penalty: 5352.033691
	Iteration 5Q: 3 clusters Score -9054368 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -9055337.000000 Penalty: 5352.033691
	Iteration 6Q: 3 clusters Score -9055337 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -9056483.000000 Penalty: 5352.033691
	Iteration 7F: 3 clusters Score -9056483 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -9057915.000000 Penalty: 5352.033691
	Iteration 8F: 3 clusters Score -9057915 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -9059783.000000 Penalty: 5352.033691
	Iteration 9F: 3 clusters Score -9059783 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -9061600.000000 Penalty: 5352.033691
	Iteration 10Q: 3 clusters Score -9061600 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -9063106.000000 Penalty: 5352.033691
	Iteration 11Q: 3 clusters Score -9063106 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -9064131.000000 Penalty: 5352.033691
	Iteration 12Q: 3 clusters Score -9064131 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -9064886.000000 Penalty: 5352.033691
	Iteration 13Q: 3 clusters Score -9064886 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -9065443.000000 Penalty: 5352.033691
	Iteration 14Q: 3 clusters Score -9065443 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -9065875.000000 Penalty: 5352.033691
	Iteration 15Q: 3 clusters Score -9065875 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -9066249.000000 Penalty: 5352.033691
	Iteration 16Q: 3 clusters Score -9066249 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -9066618.000000 Penalty: 5352.033691
	Iteration 17Q: 3 clusters Score -9066618 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -9066948.000000 Penalty: 5352.033691
	Iteration 18Q: 3 clusters Score -9066948 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -9067131.000000 Penalty: 5352.033691
	Iteration 19Q: 3 clusters Score -9067131 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -9067357.000000 Penalty: 5352.033691
	Iteration 20F: 3 clusters Score -9067357 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -9067552.000000 Penalty: 5352.033691
	Iteration 21Q: 3 clusters Score -9067552 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -9067603.000000 Penalty: 5352.033691
	Iteration 22Q: 3 clusters Score -9067603 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -9067639.000000 Penalty: 5352.033691
	Iteration 23Q: 3 clusters Score -9067639 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -9067657.000000 Penalty: 5352.033691
	Iteration 24Q: 3 clusters Score -9067657 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -9067729.000000 Penalty: 5352.033691
	Iteration 25Q: 3 clusters Score -9067729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -9067775.000000 Penalty: 5352.033691
	Iteration 26Q: 3 clusters Score -9067775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -9067804.000000 Penalty: 5352.033691
	Iteration 27Q: 3 clusters Score -9067804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -9067811.000000 Penalty: 5352.033691
	Iteration 28Q: 3 clusters Score -9067811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -9067829.000000 Penalty: 5352.033691
	Iteration 29Q: 3 clusters Score -9067829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -9067835.000000 Penalty: 5352.033691
	Iteration 30Q: 3 clusters Score -9067835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -9067844.000000 Penalty: 5352.033691
	Iteration 31Q: 3 clusters Score -9067844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -9067858.000000 Penalty: 5352.033691
	Iteration 32Q: 3 clusters Score -9067858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -9067857.000000 Penalty: 5352.033691
	Iteration 33Q: 3 clusters Score -9067857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -9067865.000000 Penalty: 5352.033691
	Iteration 34Q: 3 clusters Score -9067865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -9067867.000000 Penalty: 5352.033691
	Iteration 35Q: 3 clusters Score -9067867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -9067863.000000 Penalty: 5352.033691
	Iteration 36Q: 3 clusters Score -9067863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -9067874.000000 Penalty: 5352.033691
	Iteration 37Q: 3 clusters Score -9067874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -9067871.000000 Penalty: 5352.033691
	Iteration 38Q: 3 clusters Score -9067871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -9067871.000000 Penalty: 5352.033691
	Iteration 39Q: 3 clusters Score -9067871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -9067871.000000 Penalty: 5352.033691
	Iteration 40F: 3 clusters Score -9067871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 38324 members 
Mstep: Class 3 contains 38670 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 28781 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 8 contains 33126 members 
Mstep: Class 9 contains 39302 members 
Mstep: Class 10 contains 38827 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 49229 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 45287 members 
Mstep: Class 17 contains 41905 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46555 members 
Mstep: Class 23 contains 52173 members 
Mstep: Class 24 contains 38660 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10119 members 
Mstep: Class 28 contains 48552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110133656.000000 Penalty: 85816.687500
Iteration 79Q: 27 clusters Score -1.101337e+08 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 38412 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 29861 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 34303 members 
Mstep: Class 9 contains 39174 members 
Mstep: Class 10 contains 38633 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 49091 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 45229 members 
Mstep: Class 17 contains 42022 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 46424 members 
Mstep: Class 23 contains 51640 members 
Mstep: Class 24 contains 38279 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10122 members 
Mstep: Class 28 contains 48385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110134400.000000 Penalty: 85816.687500
Iteration 80F: 27 clusters Score -1.101344e+08 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 38488 members 
Mstep: Class 3 contains 38023 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 31034 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2961 members 
Mstep: Class 8 contains 35504 members 
Mstep: Class 9 contains 39054 members 
Mstep: Class 10 contains 38299 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48912 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 45146 members 
Mstep: Class 17 contains 42160 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 46282 members 
Mstep: Class 23 contains 51248 members 
Mstep: Class 24 contains 37903 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10105 members 
Mstep: Class 28 contains 48208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110135120.000000 Penalty: 85816.687500
Iteration 81Q: 27 clusters Score -1.101351e+08 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 38447 members 
Mstep: Class 3 contains 37663 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 36773 members 
Mstep: Class 9 contains 38950 members 
Mstep: Class 10 contains 37889 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48718 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 45107 members 
Mstep: Class 17 contains 42272 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 46180 members 
Mstep: Class 23 contains 50972 members 
Mstep: Class 24 contains 37502 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10069 members 
Mstep: Class 28 contains 48011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110135728.000000 Penalty: 85816.687500
Iteration 82Q: 27 clusters Score -1.101357e+08 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 38315 members 
Mstep: Class 3 contains 37317 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 33663 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 38212 members 
Mstep: Class 9 contains 38805 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48573 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 45067 members 
Mstep: Class 17 contains 42406 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 46081 members 
Mstep: Class 23 contains 50691 members 
Mstep: Class 24 contains 37051 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10038 members 
Mstep: Class 28 contains 47840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136448.000000 Penalty: 85816.687500
Iteration 83Q: 27 clusters Score -1.101364e+08 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 38120 members 
Mstep: Class 3 contains 36950 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 35082 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 39711 members 
Mstep: Class 9 contains 38659 members 
Mstep: Class 10 contains 36537 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 45083 members 
Mstep: Class 17 contains 42544 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45940 members 
Mstep: Class 23 contains 50452 members 
Mstep: Class 24 contains 36643 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9966 members 
Mstep: Class 28 contains 47651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137224.000000 Penalty: 85816.687500
Iteration 84Q: 27 clusters Score -1.101372e+08 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 37840 members 
Mstep: Class 3 contains 36597 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 36601 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 41225 members 
Mstep: Class 9 contains 38521 members 
Mstep: Class 10 contains 35689 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48302 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 42701 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45861 members 
Mstep: Class 23 contains 50154 members 
Mstep: Class 24 contains 36199 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9899 members 
Mstep: Class 28 contains 47477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137664.000000 Penalty: 85816.687500
Iteration 85Q: 27 clusters Score -1.101377e+08 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 37514 members 
Mstep: Class 3 contains 36303 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 38193 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 42680 members 
Mstep: Class 9 contains 38395 members 
Mstep: Class 10 contains 34785 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48163 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 45100 members 
Mstep: Class 17 contains 42867 members 
Mstep: Class 18 contains 1950 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45785 members 
Mstep: Class 23 contains 49935 members 
Mstep: Class 24 contains 35731 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9833 members 
Mstep: Class 28 contains 47379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138392.000000 Penalty: 85816.687500
Iteration 86Q: 27 clusters Score -1.101384e+08 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 37309 members 
Mstep: Class 3 contains 36091 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 39806 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 44079 members 
Mstep: Class 9 contains 38278 members 
Mstep: Class 10 contains 34025 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47989 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 45031 members 
Mstep: Class 17 contains 43024 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45703 members 
Mstep: Class 23 contains 49576 members 
Mstep: Class 24 contains 35222 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9700 members 
Mstep: Class 28 contains 47277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139288.000000 Penalty: 85816.687500
Iteration 87Q: 27 clusters Score -1.101393e+08 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 37239 members 
Mstep: Class 3 contains 35819 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 41312 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 2876 members 
Mstep: Class 8 contains 45308 members 
Mstep: Class 9 contains 38180 members 
Mstep: Class 10 contains 33406 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47821 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 44962 members 
Mstep: Class 17 contains 43215 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45669 members 
Mstep: Class 23 contains 49279 members 
Mstep: Class 24 contains 34669 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 47144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139632.000000 Penalty: 85816.687500
Iteration 88Q: 27 clusters Score -1.101396e+08 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 37266 members 
Mstep: Class 3 contains 35662 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 42718 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 46455 members 
Mstep: Class 9 contains 38081 members 
Mstep: Class 10 contains 32747 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47646 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 44902 members 
Mstep: Class 17 contains 43401 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45534 members 
Mstep: Class 23 contains 49107 members 
Mstep: Class 24 contains 34068 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9412 members 
Mstep: Class 28 contains 47100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139696.000000 Penalty: 85816.687500
Iteration 89Q: 27 clusters Score -1.101397e+08 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 37400 members 
Mstep: Class 3 contains 35456 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 44159 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 47573 members 
Mstep: Class 9 contains 37966 members 
Mstep: Class 10 contains 31988 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47481 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 44841 members 
Mstep: Class 17 contains 43548 members 
Mstep: Class 18 contains 1944 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45425 members 
Mstep: Class 23 contains 49002 members 
Mstep: Class 24 contains 33480 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9256 members 
Mstep: Class 28 contains 47062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140280.000000 Penalty: 85816.687500
Iteration 90Q: 27 clusters Score -1.101403e+08 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 37616 members 
Mstep: Class 3 contains 35140 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 45540 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2850 members 
Mstep: Class 8 contains 48615 members 
Mstep: Class 9 contains 37847 members 
Mstep: Class 10 contains 31410 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47292 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 44811 members 
Mstep: Class 17 contains 43715 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45309 members 
Mstep: Class 23 contains 48871 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 9087 members 
Mstep: Class 28 contains 47025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140304.000000 Penalty: 85816.687500
Iteration 91Q: 27 clusters Score -1.101403e+08 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 37854 members 
Mstep: Class 3 contains 34578 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 46805 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2839 members 
Mstep: Class 8 contains 49536 members 
Mstep: Class 9 contains 37733 members 
Mstep: Class 10 contains 31027 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47165 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 44762 members 
Mstep: Class 17 contains 43879 members 
Mstep: Class 18 contains 1941 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45213 members 
Mstep: Class 23 contains 48706 members 
Mstep: Class 24 contains 32431 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8931 members 
Mstep: Class 28 contains 47036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139912.000000 Penalty: 85816.687500
Iteration 92Q: 27 clusters Score -1.101399e+08 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 38100 members 
Mstep: Class 3 contains 34023 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 47959 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 50357 members 
Mstep: Class 9 contains 37638 members 
Mstep: Class 10 contains 30806 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47030 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 44765 members 
Mstep: Class 17 contains 44067 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45017 members 
Mstep: Class 23 contains 48551 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8727 members 
Mstep: Class 28 contains 47075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139728.000000 Penalty: 85816.687500
Iteration 93Q: 27 clusters Score -1.101397e+08 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 38395 members 
Mstep: Class 3 contains 33466 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49029 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 50980 members 
Mstep: Class 9 contains 37549 members 
Mstep: Class 10 contains 30756 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 46923 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 44777 members 
Mstep: Class 17 contains 44258 members 
Mstep: Class 18 contains 1940 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 44811 members 
Mstep: Class 23 contains 48387 members 
Mstep: Class 24 contains 31484 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8513 members 
Mstep: Class 28 contains 47120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139224.000000 Penalty: 85816.687500
Iteration 94Q: 27 clusters Score -1.101392e+08 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 38848 members 
Mstep: Class 3 contains 32876 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49933 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 51402 members 
Mstep: Class 9 contains 37447 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 46866 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 44804 members 
Mstep: Class 17 contains 44526 members 
Mstep: Class 18 contains 1939 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 44686 members 
Mstep: Class 23 contains 48185 members 
Mstep: Class 24 contains 31055 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8272 members 
Mstep: Class 28 contains 47168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138440.000000 Penalty: 85816.687500
Iteration 95Q: 27 clusters Score -1.101384e+08 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 39496 members 
Mstep: Class 3 contains 32283 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50562 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 51636 members 
Mstep: Class 9 contains 37348 members 
Mstep: Class 10 contains 30969 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 46862 members 
Mstep: Class 14 contains 760 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 44855 members 
Mstep: Class 17 contains 44853 members 
Mstep: Class 18 contains 1939 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 44643 members 
Mstep: Class 23 contains 47966 members 
Mstep: Class 24 contains 30635 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 8008 members 
Mstep: Class 28 contains 47157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138528.000000 Penalty: 85816.687500
Iteration 96Q: 27 clusters Score -1.101385e+08 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 40325 members 
Mstep: Class 3 contains 31634 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50964 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 8 contains 51608 members 
Mstep: Class 9 contains 37299 members 
Mstep: Class 10 contains 31169 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 46933 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 44871 members 
Mstep: Class 17 contains 45193 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 44757 members 
Mstep: Class 23 contains 47671 members 
Mstep: Class 24 contains 30237 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 7773 members 
Mstep: Class 28 contains 47137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138536.000000 Penalty: 85816.687500
Iteration 97Q: 27 clusters Score -1.101385e+08 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 41240 members 
Mstep: Class 3 contains 31040 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51026 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2784 members 
Mstep: Class 8 contains 51442 members 
Mstep: Class 9 contains 37246 members 
Mstep: Class 10 contains 31376 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47111 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 44938 members 
Mstep: Class 17 contains 45560 members 
Mstep: Class 18 contains 1937 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45005 members 
Mstep: Class 23 contains 47421 members 
Mstep: Class 24 contains 29833 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 7558 members 
Mstep: Class 28 contains 47070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138360.000000 Penalty: 85816.687500
Iteration 98Q: 27 clusters Score -1.101384e+08 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 42163 members 
Mstep: Class 3 contains 30482 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 50946 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2773 members 
Mstep: Class 8 contains 51207 members 
Mstep: Class 9 contains 37191 members 
Mstep: Class 10 contains 31511 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47306 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 45049 members 
Mstep: Class 17 contains 45988 members 
Mstep: Class 18 contains 1934 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45344 members 
Mstep: Class 23 contains 47224 members 
Mstep: Class 24 contains 29371 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 7417 members 
Mstep: Class 28 contains 46968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138472.000000 Penalty: 85816.687500
Iteration 99Q: 27 clusters Score -1.101385e+08 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 43015 members 
Mstep: Class 3 contains 30086 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 50791 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2763 members 
Mstep: Class 8 contains 50904 members 
Mstep: Class 9 contains 37143 members 
Mstep: Class 10 contains 31667 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47515 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 45036 members 
Mstep: Class 17 contains 46420 members 
Mstep: Class 18 contains 1929 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 45657 members 
Mstep: Class 23 contains 47073 members 
Mstep: Class 24 contains 28892 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 7290 members 
Mstep: Class 28 contains 46986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139232.000000 Penalty: 85816.687500
Iteration 100F: 27 clusters Score -1.101392e+08 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 43868 members 
Mstep: Class 3 contains 29538 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51256 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 50711 members 
Mstep: Class 9 contains 37080 members 
Mstep: Class 10 contains 31653 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47626 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 44878 members 
Mstep: Class 17 contains 46821 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 580 members 
Mstep: Class 22 contains 45901 members 
Mstep: Class 23 contains 46831 members 
Mstep: Class 24 contains 28392 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 7183 members 
Mstep: Class 28 contains 46971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139032.000000 Penalty: 85816.687500
Iteration 101Q: 27 clusters Score -1.10139e+08 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 44770 members 
Mstep: Class 3 contains 29094 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 51597 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 8 contains 50341 members 
Mstep: Class 9 contains 37054 members 
Mstep: Class 10 contains 31729 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47759 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 44633 members 
Mstep: Class 17 contains 47252 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 579 members 
Mstep: Class 22 contains 46169 members 
Mstep: Class 23 contains 46651 members 
Mstep: Class 24 contains 27864 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 7077 members 
Mstep: Class 28 contains 46981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139232.000000 Penalty: 85816.687500
Iteration 102Q: 27 clusters Score -1.101392e+08 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 45701 members 
Mstep: Class 3 contains 28707 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 51835 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 49966 members 
Mstep: Class 9 contains 37042 members 
Mstep: Class 10 contains 31836 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 47881 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 44309 members 
Mstep: Class 17 contains 47699 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 46353 members 
Mstep: Class 23 contains 46452 members 
Mstep: Class 24 contains 27376 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 7013 members 
Mstep: Class 28 contains 46986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138984.000000 Penalty: 85816.687500
Iteration 103Q: 27 clusters Score -1.10139e+08 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 46566 members 
Mstep: Class 3 contains 28436 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 52182 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2714 members 
Mstep: Class 8 contains 49479 members 
Mstep: Class 9 contains 37046 members 
Mstep: Class 10 contains 31968 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 47933 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 43860 members 
Mstep: Class 17 contains 48221 members 
Mstep: Class 18 contains 1925 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 46409 members 
Mstep: Class 23 contains 46277 members 
Mstep: Class 24 contains 26935 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6949 members 
Mstep: Class 28 contains 46997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139296.000000 Penalty: 85816.687500
Iteration 104Q: 27 clusters Score -1.101393e+08 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 47577 members 
Mstep: Class 3 contains 28243 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 52534 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 48951 members 
Mstep: Class 9 contains 37069 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 47945 members 
Mstep: Class 14 contains 760 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 43317 members 
Mstep: Class 17 contains 48781 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 46261 members 
Mstep: Class 23 contains 46147 members 
Mstep: Class 24 contains 26517 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 47026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138928.000000 Penalty: 85816.687500
Iteration 105Q: 27 clusters Score -1.101389e+08 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 48467 members 
Mstep: Class 3 contains 28189 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 52877 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 48438 members 
Mstep: Class 9 contains 37137 members 
Mstep: Class 10 contains 32053 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 47959 members 
Mstep: Class 14 contains 760 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 42770 members 
Mstep: Class 17 contains 49401 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 46033 members 
Mstep: Class 23 contains 46046 members 
Mstep: Class 24 contains 26040 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6845 members 
Mstep: Class 28 contains 47038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139080.000000 Penalty: 85816.687500
Iteration 106Q: 27 clusters Score -1.101391e+08 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 49053 members 
Mstep: Class 3 contains 28270 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 53119 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 48014 members 
Mstep: Class 9 contains 37246 members 
Mstep: Class 10 contains 32023 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48077 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 42297 members 
Mstep: Class 17 contains 50068 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 45873 members 
Mstep: Class 23 contains 45929 members 
Mstep: Class 24 contains 25522 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6811 members 
Mstep: Class 28 contains 47005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139536.000000 Penalty: 85816.687500
Iteration 107Q: 27 clusters Score -1.101395e+08 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 49436 members 
Mstep: Class 3 contains 28487 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 53278 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 47605 members 
Mstep: Class 9 contains 37350 members 
Mstep: Class 10 contains 31919 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48204 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 41835 members 
Mstep: Class 17 contains 50772 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 45822 members 
Mstep: Class 23 contains 45781 members 
Mstep: Class 24 contains 25005 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6778 members 
Mstep: Class 28 contains 47013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139416.000000 Penalty: 85816.687500
Iteration 108Q: 27 clusters Score -1.101394e+08 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 49524 members 
Mstep: Class 3 contains 28806 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 53406 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 47255 members 
Mstep: Class 9 contains 37484 members 
Mstep: Class 10 contains 31787 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48296 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 41465 members 
Mstep: Class 17 contains 51549 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 45818 members 
Mstep: Class 23 contains 45597 members 
Mstep: Class 24 contains 24414 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 47105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139224.000000 Penalty: 85816.687500
Iteration 109Q: 27 clusters Score -1.101392e+08 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 49428 members 
Mstep: Class 3 contains 29179 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 53468 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 46918 members 
Mstep: Class 9 contains 37687 members 
Mstep: Class 10 contains 31598 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48374 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 52165 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 45835 members 
Mstep: Class 23 contains 45405 members 
Mstep: Class 24 contains 24015 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6730 members 
Mstep: Class 28 contains 47219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139232.000000 Penalty: 85816.687500
Iteration 110Q: 27 clusters Score -1.101392e+08 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 49116 members 
Mstep: Class 3 contains 29653 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 53528 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 46602 members 
Mstep: Class 9 contains 37907 members 
Mstep: Class 10 contains 31372 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48448 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 40792 members 
Mstep: Class 17 contains 52649 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 46013 members 
Mstep: Class 23 contains 45173 members 
Mstep: Class 24 contains 23682 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6688 members 
Mstep: Class 28 contains 47281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139224.000000 Penalty: 85816.687500
Iteration 111Q: 27 clusters Score -1.101392e+08 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 48644 members 
Mstep: Class 3 contains 30189 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 53554 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2683 members 
Mstep: Class 8 contains 46354 members 
Mstep: Class 9 contains 38151 members 
Mstep: Class 10 contains 31000 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48495 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 40489 members 
Mstep: Class 17 contains 53083 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 46181 members 
Mstep: Class 23 contains 44925 members 
Mstep: Class 24 contains 23403 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6680 members 
Mstep: Class 28 contains 47418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139112.000000 Penalty: 85816.687500
Iteration 112Q: 27 clusters Score -1.101391e+08 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 48078 members 
Mstep: Class 3 contains 30802 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 53571 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 46173 members 
Mstep: Class 9 contains 38370 members 
Mstep: Class 10 contains 30562 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48568 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 40184 members 
Mstep: Class 17 contains 53507 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 46319 members 
Mstep: Class 23 contains 44577 members 
Mstep: Class 24 contains 23192 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 47613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139224.000000 Penalty: 85816.687500
Iteration 113Q: 27 clusters Score -1.101392e+08 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 47579 members 
Mstep: Class 3 contains 31496 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 53403 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 46016 members 
Mstep: Class 9 contains 38638 members 
Mstep: Class 10 contains 30117 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48561 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 39867 members 
Mstep: Class 17 contains 53822 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 46484 members 
Mstep: Class 23 contains 44280 members 
Mstep: Class 24 contains 23030 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6688 members 
Mstep: Class 28 contains 47762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139272.000000 Penalty: 85816.687500
Iteration 114Q: 27 clusters Score -1.101393e+08 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 47108 members 
Mstep: Class 3 contains 32238 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 53150 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 45877 members 
Mstep: Class 9 contains 38851 members 
Mstep: Class 10 contains 29651 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48566 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 39549 members 
Mstep: Class 17 contains 54058 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 46694 members 
Mstep: Class 23 contains 44052 members 
Mstep: Class 24 contains 22991 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6716 members 
Mstep: Class 28 contains 47827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139584.000000 Penalty: 85816.687500
Iteration 115Q: 27 clusters Score -1.101396e+08 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 46693 members 
Mstep: Class 3 contains 33053 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 52836 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 45720 members 
Mstep: Class 9 contains 39065 members 
Mstep: Class 10 contains 29231 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48511 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 39249 members 
Mstep: Class 17 contains 54146 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 46956 members 
Mstep: Class 23 contains 43844 members 
Mstep: Class 24 contains 22988 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6764 members 
Mstep: Class 28 contains 47837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139792.000000 Penalty: 85816.687500
Iteration 116Q: 27 clusters Score -1.101398e+08 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 46413 members 
Mstep: Class 3 contains 33904 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 52475 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 45552 members 
Mstep: Class 9 contains 39228 members 
Mstep: Class 10 contains 28893 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48401 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 38922 members 
Mstep: Class 17 contains 54186 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 47268 members 
Mstep: Class 23 contains 43661 members 
Mstep: Class 24 contains 23005 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6814 members 
Mstep: Class 28 contains 47763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140656.000000 Penalty: 85816.687500
Iteration 117Q: 27 clusters Score -1.101407e+08 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 46253 members 
Mstep: Class 3 contains 34808 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 52141 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 45380 members 
Mstep: Class 9 contains 39328 members 
Mstep: Class 10 contains 28558 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48338 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 38620 members 
Mstep: Class 17 contains 54169 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 47464 members 
Mstep: Class 23 contains 43451 members 
Mstep: Class 24 contains 23057 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6880 members 
Mstep: Class 28 contains 47712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141288.000000 Penalty: 85816.687500
Iteration 118Q: 27 clusters Score -1.101413e+08 nChanged 6807
Entering ConstructFrom: 
Score: -110141288.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (36782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Entering Unmasked Estep 
Score: -6905330.000000 Penalty: 2607.165527
	Iteration 0F: 2 clusters Score -6905330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -6880448.000000 Penalty: 5214.331055
	Iteration 0F: 3 clusters Score -6880448 nChanged 16753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -6889357.000000 Penalty: 5214.331055
	Iteration 1F: 3 clusters Score -6889357 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -6889802.500000 Penalty: 5214.331055
	Iteration 2Q: 3 clusters Score -6889802 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -6890177.000000 Penalty: 5214.331055
	Iteration 3Q: 3 clusters Score -6890177 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -6890578.500000 Penalty: 5214.331055
	Iteration 4Q: 3 clusters Score -6890578 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -6890945.000000 Penalty: 5214.331055
	Iteration 5Q: 3 clusters Score -6890945 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -6891302.500000 Penalty: 5214.331055
	Iteration 6Q: 3 clusters Score -6891302 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -6891807.500000 Penalty: 5214.331055
	Iteration 7Q: 3 clusters Score -6891808 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -6892434.500000 Penalty: 5214.331055
	Iteration 8Q: 3 clusters Score -6892434 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -6893288.500000 Penalty: 5214.331055
	Iteration 9Q: 3 clusters Score -6893288 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -6894418.000000 Penalty: 5214.331055
	Iteration 10Q: 3 clusters Score -6894418 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -6895761.000000 Penalty: 5214.331055
	Iteration 11F: 3 clusters Score -6895761 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -6897159.000000 Penalty: 5214.331055
	Iteration 12F: 3 clusters Score -6897159 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -6898258.500000 Penalty: 5214.331055
	Iteration 13Q: 3 clusters Score -6898258 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -6898947.000000 Penalty: 5214.331055
	Iteration 14Q: 3 clusters Score -6898947 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -6899471.000000 Penalty: 5214.331055
	Iteration 15Q: 3 clusters Score -6899471 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -6899767.000000 Penalty: 5214.331055
	Iteration 16Q: 3 clusters Score -6899767 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -6899965.000000 Penalty: 5214.331055
	Iteration 17Q: 3 clusters Score -6899965 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -6900170.000000 Penalty: 5214.331055
	Iteration 18Q: 3 clusters Score -6900170 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -6900372.500000 Penalty: 5214.331055
	Iteration 19Q: 3 clusters Score -6900372 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -6900581.500000 Penalty: 5214.331055
	Iteration 20F: 3 clusters Score -6900582 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -6900743.000000 Penalty: 5214.331055
	Iteration 21Q: 3 clusters Score -6900743 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -6900892.500000 Penalty: 5214.331055
	Iteration 22Q: 3 clusters Score -6900892 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -6901033.500000 Penalty: 5214.331055
	Iteration 23Q: 3 clusters Score -6901034 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -6901164.000000 Penalty: 5214.331055
	Iteration 24Q: 3 clusters Score -6901164 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -6901275.500000 Penalty: 5214.331055
	Iteration 25Q: 3 clusters Score -6901276 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -6901381.500000 Penalty: 5214.331055
	Iteration 26Q: 3 clusters Score -6901382 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -6901464.000000 Penalty: 5214.331055
	Iteration 27Q: 3 clusters Score -6901464 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -6901528.500000 Penalty: 5214.331055
	Iteration 28Q: 3 clusters Score -6901528 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -6901606.500000 Penalty: 5214.331055
	Iteration 29Q: 3 clusters Score -6901606 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -6901673.000000 Penalty: 5214.331055
	Iteration 30Q: 3 clusters Score -6901673 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -6901738.000000 Penalty: 5214.331055
	Iteration 31Q: 3 clusters Score -6901738 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6901827.000000 Penalty: 5214.331055
	Iteration 32Q: 3 clusters Score -6901827 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -6901904.000000 Penalty: 5214.331055
	Iteration 33Q: 3 clusters Score -6901904 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -6901962.500000 Penalty: 5214.331055
	Iteration 34Q: 3 clusters Score -6901962 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -6902053.000000 Penalty: 5214.331055
	Iteration 35Q: 3 clusters Score -6902053 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6902116.500000 Penalty: 5214.331055
	Iteration 36Q: 3 clusters Score -6902116 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -6902178.500000 Penalty: 5214.331055
	Iteration 37Q: 3 clusters Score -6902178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6902258.500000 Penalty: 5214.331055
	Iteration 38Q: 3 clusters Score -6902258 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6902333.000000 Penalty: 5214.331055
	Iteration 39Q: 3 clusters Score -6902333 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6902414.500000 Penalty: 5214.331055
	Iteration 40F: 3 clusters Score -6902414 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -6902495.500000 Penalty: 5214.331055
	Iteration 41Q: 3 clusters Score -6902496 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -6902568.000000 Penalty: 5214.331055
	Iteration 42Q: 3 clusters Score -6902568 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6902623.500000 Penalty: 5214.331055
	Iteration 43Q: 3 clusters Score -6902624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6902675.500000 Penalty: 5214.331055
	Iteration 44Q: 3 clusters Score -6902676 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6902753.000000 Penalty: 5214.331055
	Iteration 45Q: 3 clusters Score -6902753 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6902816.000000 Penalty: 5214.331055
	Iteration 46Q: 3 clusters Score -6902816 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6902872.500000 Penalty: 5214.331055
	Iteration 47Q: 3 clusters Score -6902872 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6902909.500000 Penalty: 5214.331055
	Iteration 48Q: 3 clusters Score -6902910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6902968.500000 Penalty: 5214.331055
	Iteration 49Q: 3 clusters Score -6902968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6903004.000000 Penalty: 5214.331055
	Iteration 50Q: 3 clusters Score -6903004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6903052.500000 Penalty: 5214.331055
	Iteration 51Q: 3 clusters Score -6903052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6903095.500000 Penalty: 5214.331055
	Iteration 52Q: 3 clusters Score -6903096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6903127.500000 Penalty: 5214.331055
	Iteration 53Q: 3 clusters Score -6903128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6903154.500000 Penalty: 5214.331055
	Iteration 54Q: 3 clusters Score -6903154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6903177.000000 Penalty: 5214.331055
	Iteration 55Q: 3 clusters Score -6903177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6903190.500000 Penalty: 5214.331055
	Iteration 56Q: 3 clusters Score -6903190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6903202.500000 Penalty: 5214.331055
	Iteration 57Q: 3 clusters Score -6903202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6903214.500000 Penalty: 5214.331055
	Iteration 58Q: 3 clusters Score -6903214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6903214.000000 Penalty: 5214.331055
	Iteration 59Q: 3 clusters Score -6903214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6903230.500000 Penalty: 5214.331055
	Iteration 60F: 3 clusters Score -6903230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6903227.500000 Penalty: 5214.331055
	Iteration 61Q: 3 clusters Score -6903228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6903226.000000 Penalty: 5214.331055
	Iteration 62Q: 3 clusters Score -6903226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6903228.500000 Penalty: 5214.331055
	Iteration 63Q: 3 clusters Score -6903228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6903234.500000 Penalty: 5214.331055
	Iteration 64Q: 3 clusters Score -6903234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6903254.500000 Penalty: 5214.331055
	Iteration 65Q: 3 clusters Score -6903254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6903255.500000 Penalty: 5214.331055
	Iteration 66Q: 3 clusters Score -6903256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6903260.500000 Penalty: 5214.331055
	Iteration 67Q: 3 clusters Score -6903260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6903270.000000 Penalty: 5214.331055
	Iteration 68Q: 3 clusters Score -6903270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6903270.500000 Penalty: 5214.331055
	Iteration 69Q: 3 clusters Score -6903270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6903273.500000 Penalty: 5214.331055
	Iteration 70Q: 3 clusters Score -6903274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6903281.500000 Penalty: 5214.331055
	Iteration 71Q: 3 clusters Score -6903282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6903289.500000 Penalty: 5214.331055
	Iteration 72Q: 3 clusters Score -6903290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6903287.000000 Penalty: 5214.331055
	Iteration 73Q: 3 clusters Score -6903287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6903289.500000 Penalty: 5214.331055
	Iteration 74Q: 3 clusters Score -6903290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6903293.500000 Penalty: 5214.331055
	Iteration 75Q: 3 clusters Score -6903294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6903293.000000 Penalty: 5214.331055
	Iteration 76Q: 3 clusters Score -6903293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6903291.000000 Penalty: 5214.331055
	Iteration 77Q: 3 clusters Score -6903291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6903297.500000 Penalty: 5214.331055
	Iteration 78Q: 3 clusters Score -6903298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6903295.500000 Penalty: 5214.331055
	Iteration 79Q: 3 clusters Score -6903296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6903295.000000 Penalty: 5214.331055
	Iteration 80F: 3 clusters Score -6903295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6903298.500000 Penalty: 5214.331055
	Iteration 81Q: 3 clusters Score -6903298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6903298.500000 Penalty: 5214.331055
	Iteration 82F: 3 clusters Score -6903298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Entering Unmasked Estep 
Score: -8639400.000000 Penalty: 2663.175537
	Iteration 0F: 2 clusters Score -8639400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -8609629.000000 Penalty: 5326.351074
	Iteration 0F: 3 clusters Score -8609629 nChanged 21269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -8621254.000000 Penalty: 5326.351074
	Iteration 1F: 3 clusters Score -8621254 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -8621859.000000 Penalty: 5326.351074
	Iteration 2Q: 3 clusters Score -8621859 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -8622562.000000 Penalty: 5326.351074
	Iteration 3Q: 3 clusters Score -8622562 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -8623409.000000 Penalty: 5326.351074
	Iteration 4Q: 3 clusters Score -8623409 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -8624480.000000 Penalty: 5326.351074
	Iteration 5F: 3 clusters Score -8624480 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -8625865.000000 Penalty: 5326.351074
	Iteration 6F: 3 clusters Score -8625865 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -8627839.000000 Penalty: 5326.351074
	Iteration 7F: 3 clusters Score -8627839 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -8630162.000000 Penalty: 5326.351074
	Iteration 8F: 3 clusters Score -8630162 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -8632578.000000 Penalty: 5326.351074
	Iteration 9F: 3 clusters Score -8632578 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -8634347.000000 Penalty: 5326.351074
	Iteration 10Q: 3 clusters Score -8634347 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -8635099.000000 Penalty: 5326.351074
	Iteration 11Q: 3 clusters Score -8635099 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -8635358.000000 Penalty: 5326.351074
	Iteration 12Q: 3 clusters Score -8635358 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -8635543.000000 Penalty: 5326.351074
	Iteration 13Q: 3 clusters Score -8635543 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -8635634.000000 Penalty: 5326.351074
	Iteration 14Q: 3 clusters Score -8635634 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -8635819.000000 Penalty: 5326.351074
	Iteration 15Q: 3 clusters Score -8635819 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -8635933.000000 Penalty: 5326.351074
	Iteration 16Q: 3 clusters Score -8635933 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -8636054.000000 Penalty: 5326.351074
	Iteration 17Q: 3 clusters Score -8636054 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -8636078.000000 Penalty: 5326.351074
	Iteration 18Q: 3 clusters Score -8636078 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8636165.000000 Penalty: 5326.351074
	Iteration 19Q: 3 clusters Score -8636165 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -8636240.000000 Penalty: 5326.351074
	Iteration 20F: 3 clusters Score -8636240 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -8636365.000000 Penalty: 5326.351074
	Iteration 21Q: 3 clusters Score -8636365 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -8636488.000000 Penalty: 5326.351074
	Iteration 22Q: 3 clusters Score -8636488 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -8636604.000000 Penalty: 5326.351074
	Iteration 23Q: 3 clusters Score -8636604 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -8636699.000000 Penalty: 5326.351074
	Iteration 24Q: 3 clusters Score -8636699 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -8636820.000000 Penalty: 5326.351074
	Iteration 25Q: 3 clusters Score -8636820 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -8636837.000000 Penalty: 5326.351074
	Iteration 26Q: 3 clusters Score -8636837 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -8636855.000000 Penalty: 5326.351074
	Iteration 27Q: 3 clusters Score -8636855 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -8636872.000000 Penalty: 5326.351074
	Iteration 28Q: 3 clusters Score -8636872 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -8636906.000000 Penalty: 5326.351074
	Iteration 29Q: 3 clusters Score -8636906 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -8636937.000000 Penalty: 5326.351074
	Iteration 30Q: 3 clusters Score -8636937 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -8636959.000000 Penalty: 5326.351074
	Iteration 31Q: 3 clusters Score -8636959 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -8636970.000000 Penalty: 5326.351074
	Iteration 32Q: 3 clusters Score -8636970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -8637008.000000 Penalty: 5326.351074
	Iteration 33Q: 3 clusters Score -8637008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -8637012.000000 Penalty: 5326.351074
	Iteration 34Q: 3 clusters Score -8637012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -8637021.000000 Penalty: 5326.351074
	Iteration 35Q: 3 clusters Score -8637021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -8637047.000000 Penalty: 5326.351074
	Iteration 36Q: 3 clusters Score -8637047 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -8637062.000000 Penalty: 5326.351074
	Iteration 37Q: 3 clusters Score -8637062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -8637087.000000 Penalty: 5326.351074
	Iteration 38Q: 3 clusters Score -8637087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -8637086.000000 Penalty: 5326.351074
	Iteration 39Q: 3 clusters Score -8637086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -8637099.000000 Penalty: 5326.351074
	Iteration 40F: 3 clusters Score -8637099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -8637098.000000 Penalty: 5326.351074
	Iteration 41Q: 3 clusters Score -8637098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -8637108.000000 Penalty: 5326.351074
	Iteration 42Q: 3 clusters Score -8637108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -8637122.000000 Penalty: 5326.351074
	Iteration 43Q: 3 clusters Score -8637122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -8637126.000000 Penalty: 5326.351074
	Iteration 44Q: 3 clusters Score -8637126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -8637127.000000 Penalty: 5326.351074
	Iteration 45Q: 3 clusters Score -8637127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -8637133.000000 Penalty: 5326.351074
	Iteration 46Q: 3 clusters Score -8637133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -8637138.000000 Penalty: 5326.351074
	Iteration 47Q: 3 clusters Score -8637138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -8637127.000000 Penalty: 5326.351074
	Iteration 48Q: 3 clusters Score -8637127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -8637126.000000 Penalty: 5326.351074
	Iteration 49Q: 3 clusters Score -8637126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8637121.000000 Penalty: 5326.351074
	Iteration 50Q: 3 clusters Score -8637121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -8637122.000000 Penalty: 5326.351074
	Iteration 51Q: 3 clusters Score -8637122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -8637131.000000 Penalty: 5326.351074
	Iteration 52Q: 3 clusters Score -8637131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8637114.000000 Penalty: 5326.351074
	Iteration 53Q: 3 clusters Score -8637114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -8637125.000000 Penalty: 5326.351074
	Iteration 54Q: 3 clusters Score -8637125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -8637126.000000 Penalty: 5326.351074
	Iteration 55Q: 3 clusters Score -8637126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -8637121.000000 Penalty: 5326.351074
	Iteration 56Q: 3 clusters Score -8637121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -8637127.000000 Penalty: 5326.351074
	Iteration 57Q: 3 clusters Score -8637127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -8637123.000000 Penalty: 5326.351074
	Iteration 58Q: 3 clusters Score -8637123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -8637125.000000 Penalty: 5326.351074
	Iteration 59Q: 3 clusters Score -8637125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -8637125.000000 Penalty: 5326.351074
	Iteration 60F: 3 clusters Score -8637125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -8637133.000000 Penalty: 5326.351074
	Iteration 61Q: 3 clusters Score -8637133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -8637138.000000 Penalty: 5326.351074
	Iteration 62Q: 3 clusters Score -8637138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -8637138.000000 Penalty: 5326.351074
	Iteration 63Q: 3 clusters Score -8637138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -8637146.000000 Penalty: 5326.351074
	Iteration 64Q: 3 clusters Score -8637146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -8637142.000000 Penalty: 5326.351074
	Iteration 65Q: 3 clusters Score -8637142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -8637145.000000 Penalty: 5326.351074
	Iteration 66Q: 3 clusters Score -8637145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -8637158.000000 Penalty: 5326.351074
	Iteration 67Q: 3 clusters Score -8637158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -8637150.000000 Penalty: 5326.351074
	Iteration 68Q: 3 clusters Score -8637150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -8637156.000000 Penalty: 5326.351074
	Iteration 69Q: 3 clusters Score -8637156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -8637161.000000 Penalty: 5326.351074
	Iteration 70Q: 3 clusters Score -8637161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -8637153.000000 Penalty: 5326.351074
	Iteration 71Q: 3 clusters Score -8637153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -8637157.000000 Penalty: 5326.351074
	Iteration 72Q: 3 clusters Score -8637157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -8637161.000000 Penalty: 5326.351074
	Iteration 73Q: 3 clusters Score -8637161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -8637170.000000 Penalty: 5326.351074
	Iteration 74Q: 3 clusters Score -8637170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -8637171.000000 Penalty: 5326.351074
	Iteration 75Q: 3 clusters Score -8637171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -8637176.000000 Penalty: 5326.351074
	Iteration 76Q: 3 clusters Score -8637176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -8637171.000000 Penalty: 5326.351074
	Iteration 77Q: 3 clusters Score -8637171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -8637169.000000 Penalty: 5326.351074
	Iteration 78Q: 3 clusters Score -8637169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -8637172.000000 Penalty: 5326.351074
	Iteration 79Q: 3 clusters Score -8637172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -8637164.000000 Penalty: 5326.351074
	Iteration 80F: 3 clusters Score -8637164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -8637146.000000 Penalty: 5326.351074
	Iteration 81Q: 3 clusters Score -8637146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -8637158.000000 Penalty: 5326.351074
	Iteration 82Q: 3 clusters Score -8637158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -8637154.000000 Penalty: 5326.351074
	Iteration 83Q: 3 clusters Score -8637154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -8637149.000000 Penalty: 5326.351074
	Iteration 84Q: 3 clusters Score -8637149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -8637146.000000 Penalty: 5326.351074
	Iteration 85Q: 3 clusters Score -8637146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -8637150.000000 Penalty: 5326.351074
	Iteration 86Q: 3 clusters Score -8637150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -8637161.000000 Penalty: 5326.351074
	Iteration 87Q: 3 clusters Score -8637161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -8637161.000000 Penalty: 5326.351074
	Iteration 88Q: 3 clusters Score -8637161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8637164.000000 Penalty: 5326.351074
	Iteration 89Q: 3 clusters Score -8637164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -8637158.000000 Penalty: 5326.351074
	Iteration 90Q: 3 clusters Score -8637158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -8637158.000000 Penalty: 5326.351074
	Iteration 91Q: 3 clusters Score -8637158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -8637153.000000 Penalty: 5326.351074
	Iteration 92Q: 3 clusters Score -8637153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8637160.000000 Penalty: 5326.351074
	Iteration 93Q: 3 clusters Score -8637160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8637154.000000 Penalty: 5326.351074
	Iteration 94Q: 3 clusters Score -8637154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8637152.000000 Penalty: 5326.351074
	Iteration 95Q: 3 clusters Score -8637152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -8637168.000000 Penalty: 5326.351074
	Iteration 96Q: 3 clusters Score -8637168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -8637172.000000 Penalty: 5326.351074
	Iteration 97Q: 3 clusters Score -8637172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -8637157.000000 Penalty: 5326.351074
	Iteration 98Q: 3 clusters Score -8637157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -8637163.000000 Penalty: 5326.351074
	Iteration 99Q: 3 clusters Score -8637163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -8637169.000000 Penalty: 5326.351074
	Iteration 100F: 3 clusters Score -8637169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -8637166.000000 Penalty: 5326.351074
	Iteration 101Q: 3 clusters Score -8637166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -8637169.000000 Penalty: 5326.351074
	Iteration 102Q: 3 clusters Score -8637169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -8637160.000000 Penalty: 5326.351074
	Iteration 103Q: 3 clusters Score -8637160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -8637155.000000 Penalty: 5326.351074
	Iteration 104Q: 3 clusters Score -8637155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -8637182.000000 Penalty: 5326.351074
	Iteration 105Q: 3 clusters Score -8637182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8637178.000000 Penalty: 5326.351074
	Iteration 106Q: 3 clusters Score -8637178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -8637189.000000 Penalty: 5326.351074
	Iteration 107Q: 3 clusters Score -8637189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -8637191.000000 Penalty: 5326.351074
	Iteration 108Q: 3 clusters Score -8637191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -8637200.000000 Penalty: 5326.351074
	Iteration 109Q: 3 clusters Score -8637200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -8637212.000000 Penalty: 5326.351074
	Iteration 110Q: 3 clusters Score -8637212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -8637208.000000 Penalty: 5326.351074
	Iteration 111Q: 3 clusters Score -8637208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -8637204.000000 Penalty: 5326.351074
	Iteration 112Q: 3 clusters Score -8637204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -8637212.000000 Penalty: 5326.351074
	Iteration 113Q: 3 clusters Score -8637212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -8637213.000000 Penalty: 5326.351074
	Iteration 114Q: 3 clusters Score -8637213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -8637210.000000 Penalty: 5326.351074
	Iteration 115Q: 3 clusters Score -8637210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -8637214.000000 Penalty: 5326.351074
	Iteration 116Q: 3 clusters Score -8637214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8637212.000000 Penalty: 5326.351074
	Iteration 117Q: 3 clusters Score -8637212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8637212.000000 Penalty: 5326.351074
	Iteration 118F: 3 clusters Score -8637212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Entering Unmasked Estep 
Score: -6739708.500000 Penalty: 2600.585938
	Iteration 0F: 2 clusters Score -6739708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -6715707.500000 Penalty: 5201.171875
	Iteration 0F: 3 clusters Score -6715708 nChanged 16278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -6724514.000000 Penalty: 5201.171875
	Iteration 1F: 3 clusters Score -6724514 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -6725041.000000 Penalty: 5201.171875
	Iteration 2Q: 3 clusters Score -6725041 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -6725494.500000 Penalty: 5201.171875
	Iteration 3Q: 3 clusters Score -6725494 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -6725892.500000 Penalty: 5201.171875
	Iteration 4Q: 3 clusters Score -6725892 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -6726322.000000 Penalty: 5201.171875
	Iteration 5Q: 3 clusters Score -6726322 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -6726907.500000 Penalty: 5201.171875
	Iteration 6Q: 3 clusters Score -6726908 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -6727697.000000 Penalty: 5201.171875
	Iteration 7Q: 3 clusters Score -6727697 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -6728900.500000 Penalty: 5201.171875
	Iteration 8Q: 3 clusters Score -6728900 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -6730662.500000 Penalty: 5201.171875
	Iteration 9F: 3 clusters Score -6730662 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -6732463.500000 Penalty: 5201.171875
	Iteration 10F: 3 clusters Score -6732464 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -6733651.000000 Penalty: 5201.171875
	Iteration 11F: 3 clusters Score -6733651 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -6734213.500000 Penalty: 5201.171875
	Iteration 12Q: 3 clusters Score -6734214 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -6734474.000000 Penalty: 5201.171875
	Iteration 13Q: 3 clusters Score -6734474 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -6734651.500000 Penalty: 5201.171875
	Iteration 14Q: 3 clusters Score -6734652 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -6734756.000000 Penalty: 5201.171875
	Iteration 15Q: 3 clusters Score -6734756 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -6734906.000000 Penalty: 5201.171875
	Iteration 16Q: 3 clusters Score -6734906 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -6735015.000000 Penalty: 5201.171875
	Iteration 17Q: 3 clusters Score -6735015 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -6735116.500000 Penalty: 5201.171875
	Iteration 18Q: 3 clusters Score -6735116 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -6735189.000000 Penalty: 5201.171875
	Iteration 19Q: 3 clusters Score -6735189 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -6735247.500000 Penalty: 5201.171875
	Iteration 20F: 3 clusters Score -6735248 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -6735301.000000 Penalty: 5201.171875
	Iteration 21Q: 3 clusters Score -6735301 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -6735331.500000 Penalty: 5201.171875
	Iteration 22Q: 3 clusters Score -6735332 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -6735392.500000 Penalty: 5201.171875
	Iteration 23Q: 3 clusters Score -6735392 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -6735459.000000 Penalty: 5201.171875
	Iteration 24Q: 3 clusters Score -6735459 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -6735519.500000 Penalty: 5201.171875
	Iteration 25Q: 3 clusters Score -6735520 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -6735561.000000 Penalty: 5201.171875
	Iteration 26Q: 3 clusters Score -6735561 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -6735621.500000 Penalty: 5201.171875
	Iteration 27Q: 3 clusters Score -6735622 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -6735654.000000 Penalty: 5201.171875
	Iteration 28Q: 3 clusters Score -6735654 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -6735706.500000 Penalty: 5201.171875
	Iteration 29Q: 3 clusters Score -6735706 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -6735729.500000 Penalty: 5201.171875
	Iteration 30Q: 3 clusters Score -6735730 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -6735770.500000 Penalty: 5201.171875
	Iteration 31Q: 3 clusters Score -6735770 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -6735794.000000 Penalty: 5201.171875
	Iteration 32Q: 3 clusters Score -6735794 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -6735844.000000 Penalty: 5201.171875
	Iteration 33Q: 3 clusters Score -6735844 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -6735860.500000 Penalty: 5201.171875
	Iteration 34Q: 3 clusters Score -6735860 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -6735880.500000 Penalty: 5201.171875
	Iteration 35Q: 3 clusters Score -6735880 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -6735895.500000 Penalty: 5201.171875
	Iteration 36Q: 3 clusters Score -6735896 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6735934.000000 Penalty: 5201.171875
	Iteration 37Q: 3 clusters Score -6735934 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -6735984.500000 Penalty: 5201.171875
	Iteration 38Q: 3 clusters Score -6735984 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -6735999.000000 Penalty: 5201.171875
	Iteration 39Q: 3 clusters Score -6735999 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -6736017.500000 Penalty: 5201.171875
	Iteration 40F: 3 clusters Score -6736018 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -6736045.000000 Penalty: 5201.171875
	Iteration 41Q: 3 clusters Score -6736045 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -6736067.500000 Penalty: 5201.171875
	Iteration 42Q: 3 clusters Score -6736068 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -6736100.000000 Penalty: 5201.171875
	Iteration 43Q: 3 clusters Score -6736100 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -6736129.000000 Penalty: 5201.171875
	Iteration 44Q: 3 clusters Score -6736129 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -6736148.500000 Penalty: 5201.171875
	Iteration 45Q: 3 clusters Score -6736148 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -6736165.500000 Penalty: 5201.171875
	Iteration 46Q: 3 clusters Score -6736166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -6736194.000000 Penalty: 5201.171875
	Iteration 47Q: 3 clusters Score -6736194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -6736197.000000 Penalty: 5201.171875
	Iteration 48Q: 3 clusters Score -6736197 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -6736238.500000 Penalty: 5201.171875
	Iteration 49Q: 3 clusters Score -6736238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -6736268.000000 Penalty: 5201.171875
	Iteration 50Q: 3 clusters Score -6736268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -6736282.000000 Penalty: 5201.171875
	Iteration 51Q: 3 clusters Score -6736282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -6736308.000000 Penalty: 5201.171875
	Iteration 52Q: 3 clusters Score -6736308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -6736325.500000 Penalty: 5201.171875
	Iteration 53Q: 3 clusters Score -6736326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -6736340.500000 Penalty: 5201.171875
	Iteration 54Q: 3 clusters Score -6736340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -6736352.500000 Penalty: 5201.171875
	Iteration 55Q: 3 clusters Score -6736352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -6736367.000000 Penalty: 5201.171875
	Iteration 56Q: 3 clusters Score -6736367 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -6736387.000000 Penalty: 5201.171875
	Iteration 57Q: 3 clusters Score -6736387 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -6736407.000000 Penalty: 5201.171875
	Iteration 58Q: 3 clusters Score -6736407 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -6736429.500000 Penalty: 5201.171875
	Iteration 59Q: 3 clusters Score -6736430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -6736440.000000 Penalty: 5201.171875
	Iteration 60F: 3 clusters Score -6736440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -6736463.000000 Penalty: 5201.171875
	Iteration 61Q: 3 clusters Score -6736463 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -6736463.000000 Penalty: 5201.171875
	Iteration 62Q: 3 clusters Score -6736463 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -6736485.500000 Penalty: 5201.171875
	Iteration 63Q: 3 clusters Score -6736486 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -6736503.000000 Penalty: 5201.171875
	Iteration 64Q: 3 clusters Score -6736503 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -6736501.000000 Penalty: 5201.171875
	Iteration 65Q: 3 clusters Score -6736501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -6736525.000000 Penalty: 5201.171875
	Iteration 66Q: 3 clusters Score -6736525 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -6736537.500000 Penalty: 5201.171875
	Iteration 67Q: 3 clusters Score -6736538 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -6736561.500000 Penalty: 5201.171875
	Iteration 68Q: 3 clusters Score -6736562 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -6736584.000000 Penalty: 5201.171875
	Iteration 69Q: 3 clusters Score -6736584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -6736592.500000 Penalty: 5201.171875
	Iteration 70Q: 3 clusters Score -6736592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -6736623.500000 Penalty: 5201.171875
	Iteration 71Q: 3 clusters Score -6736624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -6736615.000000 Penalty: 5201.171875
	Iteration 72Q: 3 clusters Score -6736615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -6736643.000000 Penalty: 5201.171875
	Iteration 73Q: 3 clusters Score -6736643 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -6736650.000000 Penalty: 5201.171875
	Iteration 74Q: 3 clusters Score -6736650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -6736679.500000 Penalty: 5201.171875
	Iteration 75Q: 3 clusters Score -6736680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -6736692.500000 Penalty: 5201.171875
	Iteration 76Q: 3 clusters Score -6736692 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -6736715.500000 Penalty: 5201.171875
	Iteration 77Q: 3 clusters Score -6736716 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -6736765.000000 Penalty: 5201.171875
	Iteration 78Q: 3 clusters Score -6736765 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -6736778.000000 Penalty: 5201.171875
	Iteration 79Q: 3 clusters Score -6736778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -6736804.000000 Penalty: 5201.171875
	Iteration 80F: 3 clusters Score -6736804 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -6736822.500000 Penalty: 5201.171875
	Iteration 81Q: 3 clusters Score -6736822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -6736835.000000 Penalty: 5201.171875
	Iteration 82Q: 3 clusters Score -6736835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -6736851.000000 Penalty: 5201.171875
	Iteration 83Q: 3 clusters Score -6736851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -6736864.500000 Penalty: 5201.171875
	Iteration 84Q: 3 clusters Score -6736864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -6736869.000000 Penalty: 5201.171875
	Iteration 85Q: 3 clusters Score -6736869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -6736877.500000 Penalty: 5201.171875
	Iteration 86Q: 3 clusters Score -6736878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -6736888.000000 Penalty: 5201.171875
	Iteration 87Q: 3 clusters Score -6736888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -6736888.000000 Penalty: 5201.171875
	Iteration 88Q: 3 clusters Score -6736888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -6736884.500000 Penalty: 5201.171875
	Iteration 89Q: 3 clusters Score -6736884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -6736893.000000 Penalty: 5201.171875
	Iteration 90Q: 3 clusters Score -6736893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -6736899.000000 Penalty: 5201.171875
	Iteration 91Q: 3 clusters Score -6736899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -6736909.500000 Penalty: 5201.171875
	Iteration 92Q: 3 clusters Score -6736910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -6736907.500000 Penalty: 5201.171875
	Iteration 93Q: 3 clusters Score -6736908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -6736910.500000 Penalty: 5201.171875
	Iteration 94Q: 3 clusters Score -6736910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -6736908.000000 Penalty: 5201.171875
	Iteration 95Q: 3 clusters Score -6736908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -6736911.500000 Penalty: 5201.171875
	Iteration 96Q: 3 clusters Score -6736912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -6736894.500000 Penalty: 5201.171875
	Iteration 97Q: 3 clusters Score -6736894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -6736920.500000 Penalty: 5201.171875
	Iteration 98Q: 3 clusters Score -6736920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -6736926.000000 Penalty: 5201.171875
	Iteration 99Q: 3 clusters Score -6736926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -6736933.500000 Penalty: 5201.171875
	Iteration 100F: 3 clusters Score -6736934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -6736928.000000 Penalty: 5201.171875
	Iteration 101Q: 3 clusters Score -6736928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -6736951.500000 Penalty: 5201.171875
	Iteration 102Q: 3 clusters Score -6736952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -6736958.000000 Penalty: 5201.171875
	Iteration 103Q: 3 clusters Score -6736958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -6736963.000000 Penalty: 5201.171875
	Iteration 104Q: 3 clusters Score -6736963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -6736967.500000 Penalty: 5201.171875
	Iteration 105Q: 3 clusters Score -6736968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -6736986.000000 Penalty: 5201.171875
	Iteration 106Q: 3 clusters Score -6736986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -6737000.000000 Penalty: 5201.171875
	Iteration 107Q: 3 clusters Score -6737000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -6737013.000000 Penalty: 5201.171875
	Iteration 108Q: 3 clusters Score -6737013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -6737034.000000 Penalty: 5201.171875
	Iteration 109Q: 3 clusters Score -6737034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -6737042.000000 Penalty: 5201.171875
	Iteration 110Q: 3 clusters Score -6737042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -6737043.500000 Penalty: 5201.171875
	Iteration 111Q: 3 clusters Score -6737044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -6737043.500000 Penalty: 5201.171875
	Iteration 112Q: 3 clusters Score -6737044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -6737053.000000 Penalty: 5201.171875
	Iteration 113Q: 3 clusters Score -6737053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -6737075.500000 Penalty: 5201.171875
	Iteration 114Q: 3 clusters Score -6737076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -6737075.000000 Penalty: 5201.171875
	Iteration 115Q: 3 clusters Score -6737075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -6737082.000000 Penalty: 5201.171875
	Iteration 116Q: 3 clusters Score -6737082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -6737094.500000 Penalty: 5201.171875
	Iteration 117Q: 3 clusters Score -6737094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -6737105.000000 Penalty: 5201.171875
	Iteration 118Q: 3 clusters Score -6737105 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -6737128.000000 Penalty: 5201.171875
	Iteration 119Q: 3 clusters Score -6737128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -6737139.000000 Penalty: 5201.171875
	Iteration 120F: 3 clusters Score -6737139 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -6737172.000000 Penalty: 5201.171875
	Iteration 121Q: 3 clusters Score -6737172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -6737183.500000 Penalty: 5201.171875
	Iteration 122Q: 3 clusters Score -6737184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -6737215.000000 Penalty: 5201.171875
	Iteration 123Q: 3 clusters Score -6737215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -6737220.000000 Penalty: 5201.171875
	Iteration 124Q: 3 clusters Score -6737220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -6737239.000000 Penalty: 5201.171875
	Iteration 125Q: 3 clusters Score -6737239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -6737247.500000 Penalty: 5201.171875
	Iteration 126Q: 3 clusters Score -6737248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -6737258.000000 Penalty: 5201.171875
	Iteration 127Q: 3 clusters Score -6737258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -6737260.000000 Penalty: 5201.171875
	Iteration 128Q: 3 clusters Score -6737260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -6737266.000000 Penalty: 5201.171875
	Iteration 129Q: 3 clusters Score -6737266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -6737265.000000 Penalty: 5201.171875
	Iteration 130Q: 3 clusters Score -6737265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -6737278.500000 Penalty: 5201.171875
	Iteration 131Q: 3 clusters Score -6737278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -6737270.000000 Penalty: 5201.171875
	Iteration 132Q: 3 clusters Score -6737270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -6737272.500000 Penalty: 5201.171875
	Iteration 133Q: 3 clusters Score -6737272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -6737277.500000 Penalty: 5201.171875
	Iteration 134Q: 3 clusters Score -6737278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -6737294.000000 Penalty: 5201.171875
	Iteration 135Q: 3 clusters Score -6737294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -6737288.500000 Penalty: 5201.171875
	Iteration 136Q: 3 clusters Score -6737288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -6737313.500000 Penalty: 5201.171875
	Iteration 137Q: 3 clusters Score -6737314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -6737317.000000 Penalty: 5201.171875
	Iteration 138Q: 3 clusters Score -6737317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -6737329.500000 Penalty: 5201.171875
	Iteration 139Q: 3 clusters Score -6737330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -6737330.500000 Penalty: 5201.171875
	Iteration 140F: 3 clusters Score -6737330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -6737332.500000 Penalty: 5201.171875
	Iteration 141Q: 3 clusters Score -6737332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -6737326.000000 Penalty: 5201.171875
	Iteration 142Q: 3 clusters Score -6737326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6737330.500000 Penalty: 5201.171875
	Iteration 143Q: 3 clusters Score -6737330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -6737327.000000 Penalty: 5201.171875
	Iteration 144Q: 3 clusters Score -6737327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -6737324.500000 Penalty: 5201.171875
	Iteration 145Q: 3 clusters Score -6737324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -6737329.500000 Penalty: 5201.171875
	Iteration 146Q: 3 clusters Score -6737330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6737326.500000 Penalty: 5201.171875
	Iteration 147Q: 3 clusters Score -6737326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6737328.000000 Penalty: 5201.171875
	Iteration 148Q: 3 clusters Score -6737328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6737328.000000 Penalty: 5201.171875
	Iteration 149F: 3 clusters Score -6737328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -69681.804688 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -69681.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68428.187500 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -68428.19 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -68918.671875 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -68918.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -69071.257812 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -69071.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -69130.875000 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -69130.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -69166.585938 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -69166.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69169.515625 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -69169.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69170.375000 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -69170.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69170.375000 Penalty: 3029.083252
	Iteration 7F: 3 clusters Score -69170.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Entering Unmasked Estep 
Score: -9709961.000000 Penalty: 2691.970703
	Iteration 0F: 2 clusters Score -9709961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -9679171.000000 Penalty: 5383.941406
	Iteration 0F: 3 clusters Score -9679171 nChanged 23906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -9692689.000000 Penalty: 5383.941406
	Iteration 1F: 3 clusters Score -9692689 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -9693485.000000 Penalty: 5383.941406
	Iteration 2Q: 3 clusters Score -9693485 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -9694241.000000 Penalty: 5383.941406
	Iteration 3Q: 3 clusters Score -9694241 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -9695265.000000 Penalty: 5383.941406
	Iteration 4Q: 3 clusters Score -9695265 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -9696342.000000 Penalty: 5383.941406
	Iteration 5F: 3 clusters Score -9696342 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -9697914.000000 Penalty: 5383.941406
	Iteration 6F: 3 clusters Score -9697914 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -9699666.000000 Penalty: 5383.941406
	Iteration 7F: 3 clusters Score -9699666 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -9701655.000000 Penalty: 5383.941406
	Iteration 8F: 3 clusters Score -9701655 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -9703722.000000 Penalty: 5383.941406
	Iteration 9F: 3 clusters Score -9703722 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -9705570.000000 Penalty: 5383.941406
	Iteration 10Q: 3 clusters Score -9705570 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -9706514.000000 Penalty: 5383.941406
	Iteration 11Q: 3 clusters Score -9706514 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -9706853.000000 Penalty: 5383.941406
	Iteration 12Q: 3 clusters Score -9706853 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -9707142.000000 Penalty: 5383.941406
	Iteration 13Q: 3 clusters Score -9707142 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -9707328.000000 Penalty: 5383.941406
	Iteration 14Q: 3 clusters Score -9707328 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -9707473.000000 Penalty: 5383.941406
	Iteration 15Q: 3 clusters Score -9707473 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -9707561.000000 Penalty: 5383.941406
	Iteration 16Q: 3 clusters Score -9707561 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -9707592.000000 Penalty: 5383.941406
	Iteration 17Q: 3 clusters Score -9707592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -9707626.000000 Penalty: 5383.941406
	Iteration 18Q: 3 clusters Score -9707626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -9707653.000000 Penalty: 5383.941406
	Iteration 19Q: 3 clusters Score -9707653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -9707662.000000 Penalty: 5383.941406
	Iteration 20F: 3 clusters Score -9707662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -9707675.000000 Penalty: 5383.941406
	Iteration 21Q: 3 clusters Score -9707675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -9707680.000000 Penalty: 5383.941406
	Iteration 22Q: 3 clusters Score -9707680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -9707701.000000 Penalty: 5383.941406
	Iteration 23Q: 3 clusters Score -9707701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -9707708.000000 Penalty: 5383.941406
	Iteration 24Q: 3 clusters Score -9707708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -9707719.000000 Penalty: 5383.941406
	Iteration 25Q: 3 clusters Score -9707719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -9707748.000000 Penalty: 5383.941406
	Iteration 26Q: 3 clusters Score -9707748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -9707754.000000 Penalty: 5383.941406
	Iteration 27Q: 3 clusters Score -9707754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -9707760.000000 Penalty: 5383.941406
	Iteration 28Q: 3 clusters Score -9707760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -9707766.000000 Penalty: 5383.941406
	Iteration 29Q: 3 clusters Score -9707766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -9707773.000000 Penalty: 5383.941406
	Iteration 30Q: 3 clusters Score -9707773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -9707769.000000 Penalty: 5383.941406
	Iteration 31Q: 3 clusters Score -9707769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -9707775.000000 Penalty: 5383.941406
	Iteration 32Q: 3 clusters Score -9707775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -9707774.000000 Penalty: 5383.941406
	Iteration 33Q: 3 clusters Score -9707774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -9707777.000000 Penalty: 5383.941406
	Iteration 34Q: 3 clusters Score -9707777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -9707783.000000 Penalty: 5383.941406
	Iteration 35Q: 3 clusters Score -9707783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -9707783.000000 Penalty: 5383.941406
	Iteration 36Q: 3 clusters Score -9707783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -9707781.000000 Penalty: 5383.941406
	Iteration 37Q: 3 clusters Score -9707781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -9707781.000000 Penalty: 5383.941406
	Iteration 38Q: 3 clusters Score -9707781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -9707794.000000 Penalty: 5383.941406
	Iteration 39Q: 3 clusters Score -9707794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -9707789.000000 Penalty: 5383.941406
	Iteration 40F: 3 clusters Score -9707789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -9707792.000000 Penalty: 5383.941406
	Iteration 41Q: 3 clusters Score -9707792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -9707792.000000 Penalty: 5383.941406
	Iteration 42Q: 3 clusters Score -9707792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -9707792.000000 Penalty: 5383.941406
	Iteration 43F: 3 clusters Score -9707792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -54616.074219 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -54616.07 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: -53281.253906 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -53281.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -53417.882812 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -53417.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -53472.695312 Penalty: 2861.087158
	Iteration 2Q: 3 clusters Score -53472.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -53505.890625 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -53505.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -53519.148438 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -53519.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -53521.226562 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -53521.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -53522.218750 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -53522.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -53524.078125 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -53524.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -53524.078125 Penalty: 2861.087158
	Iteration 8F: 3 clusters Score -53524.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -481431.468750 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -481431.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -478369.812500 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -478369.8 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -478944.312500 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -478944.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -479081.937500 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -479081.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -479176.843750 Penalty: 3917.059082
	Iteration 3Q: 3 clusters Score -479176.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -479227.500000 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -479227.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -479268.343750 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -479268.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -479295.031250 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -479295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -479312.937500 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -479312.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -479334.031250 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -479334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -479356.375000 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -479356.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -479369.625000 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -479369.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -479379.437500 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -479379.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -479385.718750 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -479385.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -479390.187500 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -479390.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -479394.093750 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -479394.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -479397.031250 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -479397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -479400.093750 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -479400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -479403.656250 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -479403.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -479408.031250 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -479408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -479412.843750 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -479412.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -479417.000000 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -479417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -479421.656250 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -479421.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -479428.031250 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -479428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -479434.000000 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -479434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -479439.875000 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -479439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -479446.562500 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -479446.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -479450.437500 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -479450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -479453.343750 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -479453.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -479455.000000 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -479455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -479457.156250 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -479457.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -479461.937500 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -479461.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -479464.531250 Penalty: 3917.059082
	Iteration 31Q: 3 clusters Score -479464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -479466.531250 Penalty: 3917.059082
	Iteration 32Q: 3 clusters Score -479466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -479467.218750 Penalty: 3917.059082
	Iteration 33Q: 3 clusters Score -479467.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -479468.812500 Penalty: 3917.059082
	Iteration 34Q: 3 clusters Score -479468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -479469.437500 Penalty: 3917.059082
	Iteration 35Q: 3 clusters Score -479469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -479469.468750 Penalty: 3917.059082
	Iteration 36Q: 3 clusters Score -479469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -479470.062500 Penalty: 3917.059082
	Iteration 37Q: 3 clusters Score -479470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -479470.656250 Penalty: 3917.059082
	Iteration 38Q: 3 clusters Score -479470.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -479471.062500 Penalty: 3917.059082
	Iteration 39Q: 3 clusters Score -479471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -479471.062500 Penalty: 3917.059082
	Iteration 40F: 3 clusters Score -479471.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Entering Unmasked Estep 
Score: -8401372.000000 Penalty: 2657.896484
	Iteration 0F: 2 clusters Score -8401372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -8371942.000000 Penalty: 5315.792969
	Iteration 0F: 3 clusters Score -8371942 nChanged 20881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -8383527.000000 Penalty: 5315.792969
	Iteration 1F: 3 clusters Score -8383527 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -8383952.500000 Penalty: 5315.792969
	Iteration 2Q: 3 clusters Score -8383952 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -8384386.000000 Penalty: 5315.792969
	Iteration 3Q: 3 clusters Score -8384386 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -8384754.500000 Penalty: 5315.792969
	Iteration 4Q: 3 clusters Score -8384754 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -8385126.000000 Penalty: 5315.792969
	Iteration 5Q: 3 clusters Score -8385126 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -8385497.000000 Penalty: 5315.792969
	Iteration 6Q: 3 clusters Score -8385497 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -8385988.000000 Penalty: 5315.792969
	Iteration 7Q: 3 clusters Score -8385988 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -8386664.000000 Penalty: 5315.792969
	Iteration 8Q: 3 clusters Score -8386664 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -8387656.500000 Penalty: 5315.792969
	Iteration 9Q: 3 clusters Score -8387656 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -8389138.000000 Penalty: 5315.792969
	Iteration 10Q: 3 clusters Score -8389138 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -8390883.000000 Penalty: 5315.792969
	Iteration 11F: 3 clusters Score -8390883 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -8392498.000000 Penalty: 5315.792969
	Iteration 12F: 3 clusters Score -8392498 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -8393846.000000 Penalty: 5315.792969
	Iteration 13Q: 3 clusters Score -8393846 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -8394663.000000 Penalty: 5315.792969
	Iteration 14Q: 3 clusters Score -8394663 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -8395126.000000 Penalty: 5315.792969
	Iteration 15Q: 3 clusters Score -8395126 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -8395444.000000 Penalty: 5315.792969
	Iteration 16Q: 3 clusters Score -8395444 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -8395640.000000 Penalty: 5315.792969
	Iteration 17Q: 3 clusters Score -8395640 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -8395742.000000 Penalty: 5315.792969
	Iteration 18Q: 3 clusters Score -8395742 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -8395876.000000 Penalty: 5315.792969
	Iteration 19Q: 3 clusters Score -8395876 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -8395976.000000 Penalty: 5315.792969
	Iteration 20F: 3 clusters Score -8395976 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -8396054.000000 Penalty: 5315.792969
	Iteration 21Q: 3 clusters Score -8396054 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -8396120.000000 Penalty: 5315.792969
	Iteration 22Q: 3 clusters Score -8396120 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -8396206.000000 Penalty: 5315.792969
	Iteration 23Q: 3 clusters Score -8396206 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -8396293.000000 Penalty: 5315.792969
	Iteration 24Q: 3 clusters Score -8396293 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -8396413.000000 Penalty: 5315.792969
	Iteration 25Q: 3 clusters Score -8396413 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -8396506.000000 Penalty: 5315.792969
	Iteration 26Q: 3 clusters Score -8396506 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -8396547.000000 Penalty: 5315.792969
	Iteration 27Q: 3 clusters Score -8396547 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -8396617.000000 Penalty: 5315.792969
	Iteration 28Q: 3 clusters Score -8396617 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -8396692.000000 Penalty: 5315.792969
	Iteration 29Q: 3 clusters Score -8396692 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -8396762.000000 Penalty: 5315.792969
	Iteration 30Q: 3 clusters Score -8396762 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -8396811.000000 Penalty: 5315.792969
	Iteration 31Q: 3 clusters Score -8396811 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -8396855.000000 Penalty: 5315.792969
	Iteration 32Q: 3 clusters Score -8396855 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -8396883.000000 Penalty: 5315.792969
	Iteration 33Q: 3 clusters Score -8396883 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -8396927.000000 Penalty: 5315.792969
	Iteration 34Q: 3 clusters Score -8396927 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -8396978.000000 Penalty: 5315.792969
	Iteration 35Q: 3 clusters Score -8396978 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -8397042.000000 Penalty: 5315.792969
	Iteration 36Q: 3 clusters Score -8397042 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -8397092.000000 Penalty: 5315.792969
	Iteration 37Q: 3 clusters Score -8397092 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -8397146.000000 Penalty: 5315.792969
	Iteration 38Q: 3 clusters Score -8397146 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -8397170.000000 Penalty: 5315.792969
	Iteration 39Q: 3 clusters Score -8397170 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -8397248.000000 Penalty: 5315.792969
	Iteration 40F: 3 clusters Score -8397248 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -8397283.000000 Penalty: 5315.792969
	Iteration 41Q: 3 clusters Score -8397283 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -8397365.000000 Penalty: 5315.792969
	Iteration 42Q: 3 clusters Score -8397365 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -8397366.000000 Penalty: 5315.792969
	Iteration 43Q: 3 clusters Score -8397366 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -8397412.000000 Penalty: 5315.792969
	Iteration 44Q: 3 clusters Score -8397412 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -8397468.000000 Penalty: 5315.792969
	Iteration 45Q: 3 clusters Score -8397468 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -8397538.000000 Penalty: 5315.792969
	Iteration 46Q: 3 clusters Score -8397538 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -8397533.000000 Penalty: 5315.792969
	Iteration 47Q: 3 clusters Score -8397533 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -8397567.000000 Penalty: 5315.792969
	Iteration 48Q: 3 clusters Score -8397567 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -8397610.000000 Penalty: 5315.792969
	Iteration 49Q: 3 clusters Score -8397610 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -8397642.000000 Penalty: 5315.792969
	Iteration 50Q: 3 clusters Score -8397642 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -8397675.000000 Penalty: 5315.792969
	Iteration 51Q: 3 clusters Score -8397675 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -8397737.000000 Penalty: 5315.792969
	Iteration 52Q: 3 clusters Score -8397737 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -8397766.000000 Penalty: 5315.792969
	Iteration 53Q: 3 clusters Score -8397766 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -8397809.000000 Penalty: 5315.792969
	Iteration 54Q: 3 clusters Score -8397809 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -8397862.000000 Penalty: 5315.792969
	Iteration 55Q: 3 clusters Score -8397862 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -8397912.000000 Penalty: 5315.792969
	Iteration 56Q: 3 clusters Score -8397912 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -8397964.000000 Penalty: 5315.792969
	Iteration 57Q: 3 clusters Score -8397964 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -8398032.000000 Penalty: 5315.792969
	Iteration 58Q: 3 clusters Score -8398032 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -8398089.000000 Penalty: 5315.792969
	Iteration 59Q: 3 clusters Score -8398089 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -8398173.000000 Penalty: 5315.792969
	Iteration 60F: 3 clusters Score -8398173 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8398255.000000 Penalty: 5315.792969
	Iteration 61Q: 3 clusters Score -8398255 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -8398318.000000 Penalty: 5315.792969
	Iteration 62Q: 3 clusters Score -8398318 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8398391.000000 Penalty: 5315.792969
	Iteration 63Q: 3 clusters Score -8398391 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -8398434.000000 Penalty: 5315.792969
	Iteration 64Q: 3 clusters Score -8398434 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -8398489.000000 Penalty: 5315.792969
	Iteration 65Q: 3 clusters Score -8398489 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -8398558.000000 Penalty: 5315.792969
	Iteration 66Q: 3 clusters Score -8398558 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -8398623.000000 Penalty: 5315.792969
	Iteration 67Q: 3 clusters Score -8398623 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8398656.000000 Penalty: 5315.792969
	Iteration 68Q: 3 clusters Score -8398656 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8398696.000000 Penalty: 5315.792969
	Iteration 69Q: 3 clusters Score -8398696 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -8398738.000000 Penalty: 5315.792969
	Iteration 70Q: 3 clusters Score -8398738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -8398755.000000 Penalty: 5315.792969
	Iteration 71Q: 3 clusters Score -8398755 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -8398785.000000 Penalty: 5315.792969
	Iteration 72Q: 3 clusters Score -8398785 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -8398796.000000 Penalty: 5315.792969
	Iteration 73Q: 3 clusters Score -8398796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -8398821.000000 Penalty: 5315.792969
	Iteration 74Q: 3 clusters Score -8398821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -8398817.000000 Penalty: 5315.792969
	Iteration 75Q: 3 clusters Score -8398817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -8398854.000000 Penalty: 5315.792969
	Iteration 76Q: 3 clusters Score -8398854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8398856.000000 Penalty: 5315.792969
	Iteration 77Q: 3 clusters Score -8398856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8398879.000000 Penalty: 5315.792969
	Iteration 78Q: 3 clusters Score -8398879 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -8398902.000000 Penalty: 5315.792969
	Iteration 79Q: 3 clusters Score -8398902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -8398935.000000 Penalty: 5315.792969
	Iteration 80F: 3 clusters Score -8398935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8398962.000000 Penalty: 5315.792969
	Iteration 81Q: 3 clusters Score -8398962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -8398971.000000 Penalty: 5315.792969
	Iteration 82Q: 3 clusters Score -8398971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -8398985.000000 Penalty: 5315.792969
	Iteration 83Q: 3 clusters Score -8398985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -8399001.000000 Penalty: 5315.792969
	Iteration 84Q: 3 clusters Score -8399001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -8399014.000000 Penalty: 5315.792969
	Iteration 85Q: 3 clusters Score -8399014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8399015.000000 Penalty: 5315.792969
	Iteration 86Q: 3 clusters Score -8399015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8399036.000000 Penalty: 5315.792969
	Iteration 87Q: 3 clusters Score -8399036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -8399038.000000 Penalty: 5315.792969
	Iteration 88Q: 3 clusters Score -8399038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -8399043.000000 Penalty: 5315.792969
	Iteration 89Q: 3 clusters Score -8399043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8399047.000000 Penalty: 5315.792969
	Iteration 90Q: 3 clusters Score -8399047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -8399044.000000 Penalty: 5315.792969
	Iteration 91Q: 3 clusters Score -8399044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -8399046.000000 Penalty: 5315.792969
	Iteration 92Q: 3 clusters Score -8399046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8399047.000000 Penalty: 5315.792969
	Iteration 93Q: 3 clusters Score -8399047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -8399049.000000 Penalty: 5315.792969
	Iteration 94Q: 3 clusters Score -8399049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -8399049.000000 Penalty: 5315.792969
	Iteration 95Q: 3 clusters Score -8399049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -8399053.000000 Penalty: 5315.792969
	Iteration 96Q: 3 clusters Score -8399053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -8399049.000000 Penalty: 5315.792969
	Iteration 97Q: 3 clusters Score -8399049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -8399053.000000 Penalty: 5315.792969
	Iteration 98Q: 3 clusters Score -8399053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -8399058.000000 Penalty: 5315.792969
	Iteration 99Q: 3 clusters Score -8399058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -8399073.000000 Penalty: 5315.792969
	Iteration 100F: 3 clusters Score -8399073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -8399074.000000 Penalty: 5315.792969
	Iteration 101Q: 3 clusters Score -8399074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -8399069.000000 Penalty: 5315.792969
	Iteration 102Q: 3 clusters Score -8399069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -8399067.000000 Penalty: 5315.792969
	Iteration 103Q: 3 clusters Score -8399067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -8399063.000000 Penalty: 5315.792969
	Iteration 104Q: 3 clusters Score -8399063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8399063.000000 Penalty: 5315.792969
	Iteration 105Q: 3 clusters Score -8399063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8399067.000000 Penalty: 5315.792969
	Iteration 106Q: 3 clusters Score -8399067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8399076.000000 Penalty: 5315.792969
	Iteration 107Q: 3 clusters Score -8399076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8399076.000000 Penalty: 5315.792969
	Iteration 108Q: 3 clusters Score -8399076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8399076.000000 Penalty: 5315.792969
	Iteration 109Q: 3 clusters Score -8399076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -8399080.000000 Penalty: 5315.792969
	Iteration 110Q: 3 clusters Score -8399080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -8399076.000000 Penalty: 5315.792969
	Iteration 111Q: 3 clusters Score -8399076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -8399076.000000 Penalty: 5315.792969
	Iteration 112Q: 3 clusters Score -8399076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8399074.000000 Penalty: 5315.792969
	Iteration 113Q: 3 clusters Score -8399074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8399067.000000 Penalty: 5315.792969
	Iteration 114Q: 3 clusters Score -8399067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -8399071.000000 Penalty: 5315.792969
	Iteration 115Q: 3 clusters Score -8399071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -8399063.000000 Penalty: 5315.792969
	Iteration 116Q: 3 clusters Score -8399063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -8399071.000000 Penalty: 5315.792969
	Iteration 117Q: 3 clusters Score -8399071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -8399079.000000 Penalty: 5315.792969
	Iteration 118Q: 3 clusters Score -8399079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8399079.000000 Penalty: 5315.792969
	Iteration 119Q: 3 clusters Score -8399079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -8399083.000000 Penalty: 5315.792969
	Iteration 120F: 3 clusters Score -8399083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Entering Unmasked Estep 
Score: -7133008.500000 Penalty: 2624.299072
	Iteration 0F: 2 clusters Score -7133008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -7106256.500000 Penalty: 5248.598145
	Iteration 0F: 3 clusters Score -7106256 nChanged 18024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -7116092.500000 Penalty: 5248.598145
	Iteration 1F: 3 clusters Score -7116092 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -7116525.000000 Penalty: 5248.598145
	Iteration 2Q: 3 clusters Score -7116525 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -7117041.000000 Penalty: 5248.598145
	Iteration 3Q: 3 clusters Score -7117041 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -7117617.000000 Penalty: 5248.598145
	Iteration 4Q: 3 clusters Score -7117617 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -7118360.000000 Penalty: 5248.598145
	Iteration 5Q: 3 clusters Score -7118360 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -7119511.500000 Penalty: 5248.598145
	Iteration 6F: 3 clusters Score -7119512 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -7121395.000000 Penalty: 5248.598145
	Iteration 7F: 3 clusters Score -7121395 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -7124141.500000 Penalty: 5248.598145
	Iteration 8F: 3 clusters Score -7124142 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -7127031.000000 Penalty: 5248.598145
	Iteration 9F: 3 clusters Score -7127031 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7129210.500000 Penalty: 5248.598145
	Iteration 10F: 3 clusters Score -7129210 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7130074.500000 Penalty: 5248.598145
	Iteration 11Q: 3 clusters Score -7130074 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7130406.000000 Penalty: 5248.598145
	Iteration 12Q: 3 clusters Score -7130406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7130533.500000 Penalty: 5248.598145
	Iteration 13Q: 3 clusters Score -7130534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7130582.000000 Penalty: 5248.598145
	Iteration 14Q: 3 clusters Score -7130582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7130602.500000 Penalty: 5248.598145
	Iteration 15Q: 3 clusters Score -7130602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7130618.000000 Penalty: 5248.598145
	Iteration 16Q: 3 clusters Score -7130618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7130629.000000 Penalty: 5248.598145
	Iteration 17Q: 3 clusters Score -7130629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7130647.500000 Penalty: 5248.598145
	Iteration 18Q: 3 clusters Score -7130648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7130657.500000 Penalty: 5248.598145
	Iteration 19Q: 3 clusters Score -7130658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7130677.500000 Penalty: 5248.598145
	Iteration 20F: 3 clusters Score -7130678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7130683.000000 Penalty: 5248.598145
	Iteration 21Q: 3 clusters Score -7130683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7130696.500000 Penalty: 5248.598145
	Iteration 22Q: 3 clusters Score -7130696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7130705.000000 Penalty: 5248.598145
	Iteration 23Q: 3 clusters Score -7130705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -7130707.500000 Penalty: 5248.598145
	Iteration 24Q: 3 clusters Score -7130708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -7130707.500000 Penalty: 5248.598145
	Iteration 25F: 3 clusters Score -7130708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Entering Unmasked Estep 
Score: -5233933.000000 Penalty: 2541.740723
	Iteration 0F: 2 clusters Score -5233933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -5214650.500000 Penalty: 5083.481445
	Iteration 0F: 3 clusters Score -5214650 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -5221457.500000 Penalty: 5083.481445
	Iteration 1F: 3 clusters Score -5221458 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -5221829.500000 Penalty: 5083.481445
	Iteration 2Q: 3 clusters Score -5221830 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -5222156.500000 Penalty: 5083.481445
	Iteration 3Q: 3 clusters Score -5222156 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -5222488.500000 Penalty: 5083.481445
	Iteration 4Q: 3 clusters Score -5222488 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -5222858.000000 Penalty: 5083.481445
	Iteration 5Q: 3 clusters Score -5222858 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -5223408.000000 Penalty: 5083.481445
	Iteration 6Q: 3 clusters Score -5223408 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -5223988.500000 Penalty: 5083.481445
	Iteration 7Q: 3 clusters Score -5223988 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -5224677.500000 Penalty: 5083.481445
	Iteration 8Q: 3 clusters Score -5224678 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -5225465.500000 Penalty: 5083.481445
	Iteration 9Q: 3 clusters Score -5225466 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -5226360.000000 Penalty: 5083.481445
	Iteration 10F: 3 clusters Score -5226360 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -5227343.500000 Penalty: 5083.481445
	Iteration 11F: 3 clusters Score -5227344 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -5228293.000000 Penalty: 5083.481445
	Iteration 12F: 3 clusters Score -5228293 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -5229010.000000 Penalty: 5083.481445
	Iteration 13Q: 3 clusters Score -5229010 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -5229429.000000 Penalty: 5083.481445
	Iteration 14Q: 3 clusters Score -5229429 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -5229661.500000 Penalty: 5083.481445
	Iteration 15Q: 3 clusters Score -5229662 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -5229880.000000 Penalty: 5083.481445
	Iteration 16Q: 3 clusters Score -5229880 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -5230081.500000 Penalty: 5083.481445
	Iteration 17Q: 3 clusters Score -5230082 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -5230295.000000 Penalty: 5083.481445
	Iteration 18Q: 3 clusters Score -5230295 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -5230490.000000 Penalty: 5083.481445
	Iteration 19Q: 3 clusters Score -5230490 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -5230702.500000 Penalty: 5083.481445
	Iteration 20F: 3 clusters Score -5230702 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -5230902.000000 Penalty: 5083.481445
	Iteration 21Q: 3 clusters Score -5230902 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -5231037.000000 Penalty: 5083.481445
	Iteration 22Q: 3 clusters Score -5231037 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -5231149.000000 Penalty: 5083.481445
	Iteration 23Q: 3 clusters Score -5231149 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -5231243.500000 Penalty: 5083.481445
	Iteration 24Q: 3 clusters Score -5231244 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -5231319.500000 Penalty: 5083.481445
	Iteration 25Q: 3 clusters Score -5231320 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -5231387.500000 Penalty: 5083.481445
	Iteration 26Q: 3 clusters Score -5231388 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -5231459.500000 Penalty: 5083.481445
	Iteration 27Q: 3 clusters Score -5231460 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -5231516.500000 Penalty: 5083.481445
	Iteration 28Q: 3 clusters Score -5231516 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -5231544.000000 Penalty: 5083.481445
	Iteration 29Q: 3 clusters Score -5231544 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -5231607.500000 Penalty: 5083.481445
	Iteration 30Q: 3 clusters Score -5231608 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -5231639.000000 Penalty: 5083.481445
	Iteration 31Q: 3 clusters Score -5231639 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -5231682.500000 Penalty: 5083.481445
	Iteration 32Q: 3 clusters Score -5231682 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -5231693.000000 Penalty: 5083.481445
	Iteration 33Q: 3 clusters Score -5231693 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -5231734.000000 Penalty: 5083.481445
	Iteration 34Q: 3 clusters Score -5231734 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -5231749.500000 Penalty: 5083.481445
	Iteration 35Q: 3 clusters Score -5231750 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -5231801.500000 Penalty: 5083.481445
	Iteration 36Q: 3 clusters Score -5231802 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -5231835.000000 Penalty: 5083.481445
	Iteration 37Q: 3 clusters Score -5231835 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -5231833.500000 Penalty: 5083.481445
	Iteration 38Q: 3 clusters Score -5231834 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5231849.000000 Penalty: 5083.481445
	Iteration 39Q: 3 clusters Score -5231849 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -5231869.000000 Penalty: 5083.481445
	Iteration 40F: 3 clusters Score -5231869 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -5231900.500000 Penalty: 5083.481445
	Iteration 41Q: 3 clusters Score -5231900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5231910.500000 Penalty: 5083.481445
	Iteration 42Q: 3 clusters Score -5231910 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -5231925.000000 Penalty: 5083.481445
	Iteration 43Q: 3 clusters Score -5231925 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -5231956.000000 Penalty: 5083.481445
	Iteration 44Q: 3 clusters Score -5231956 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5231963.500000 Penalty: 5083.481445
	Iteration 45Q: 3 clusters Score -5231964 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -5231981.500000 Penalty: 5083.481445
	Iteration 46Q: 3 clusters Score -5231982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -5231998.500000 Penalty: 5083.481445
	Iteration 47Q: 3 clusters Score -5231998 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -5232006.500000 Penalty: 5083.481445
	Iteration 48Q: 3 clusters Score -5232006 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5232019.000000 Penalty: 5083.481445
	Iteration 49Q: 3 clusters Score -5232019 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5232047.500000 Penalty: 5083.481445
	Iteration 50Q: 3 clusters Score -5232048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -5232049.000000 Penalty: 5083.481445
	Iteration 51Q: 3 clusters Score -5232049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -5232067.000000 Penalty: 5083.481445
	Iteration 52Q: 3 clusters Score -5232067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -5232081.500000 Penalty: 5083.481445
	Iteration 53Q: 3 clusters Score -5232082 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5232099.500000 Penalty: 5083.481445
	Iteration 54Q: 3 clusters Score -5232100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -5232112.500000 Penalty: 5083.481445
	Iteration 55Q: 3 clusters Score -5232112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -5232124.500000 Penalty: 5083.481445
	Iteration 56Q: 3 clusters Score -5232124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5232129.000000 Penalty: 5083.481445
	Iteration 57Q: 3 clusters Score -5232129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -5232127.000000 Penalty: 5083.481445
	Iteration 58Q: 3 clusters Score -5232127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -5232133.000000 Penalty: 5083.481445
	Iteration 59Q: 3 clusters Score -5232133 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5232151.500000 Penalty: 5083.481445
	Iteration 60F: 3 clusters Score -5232152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5232152.000000 Penalty: 5083.481445
	Iteration 61Q: 3 clusters Score -5232152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5232171.500000 Penalty: 5083.481445
	Iteration 62Q: 3 clusters Score -5232172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5232187.000000 Penalty: 5083.481445
	Iteration 63Q: 3 clusters Score -5232187 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -5232186.000000 Penalty: 5083.481445
	Iteration 64Q: 3 clusters Score -5232186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5232186.000000 Penalty: 5083.481445
	Iteration 65Q: 3 clusters Score -5232186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5232205.500000 Penalty: 5083.481445
	Iteration 66Q: 3 clusters Score -5232206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5232227.000000 Penalty: 5083.481445
	Iteration 67Q: 3 clusters Score -5232227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -5232219.500000 Penalty: 5083.481445
	Iteration 68Q: 3 clusters Score -5232220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5232239.000000 Penalty: 5083.481445
	Iteration 69Q: 3 clusters Score -5232239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5232252.500000 Penalty: 5083.481445
	Iteration 70Q: 3 clusters Score -5232252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5232271.000000 Penalty: 5083.481445
	Iteration 71Q: 3 clusters Score -5232271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5232265.500000 Penalty: 5083.481445
	Iteration 72Q: 3 clusters Score -5232266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5232269.500000 Penalty: 5083.481445
	Iteration 73Q: 3 clusters Score -5232270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5232283.000000 Penalty: 5083.481445
	Iteration 74Q: 3 clusters Score -5232283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5232280.000000 Penalty: 5083.481445
	Iteration 75Q: 3 clusters Score -5232280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5232275.500000 Penalty: 5083.481445
	Iteration 76Q: 3 clusters Score -5232276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5232277.500000 Penalty: 5083.481445
	Iteration 77Q: 3 clusters Score -5232278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5232277.500000 Penalty: 5083.481445
	Iteration 78Q: 3 clusters Score -5232278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5232282.000000 Penalty: 5083.481445
	Iteration 79Q: 3 clusters Score -5232282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5232288.000000 Penalty: 5083.481445
	Iteration 80F: 3 clusters Score -5232288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5232287.000000 Penalty: 5083.481445
	Iteration 81Q: 3 clusters Score -5232287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5232288.500000 Penalty: 5083.481445
	Iteration 82Q: 3 clusters Score -5232288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5232304.500000 Penalty: 5083.481445
	Iteration 83Q: 3 clusters Score -5232304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5232301.500000 Penalty: 5083.481445
	Iteration 84Q: 3 clusters Score -5232302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5232304.000000 Penalty: 5083.481445
	Iteration 85Q: 3 clusters Score -5232304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5232303.000000 Penalty: 5083.481445
	Iteration 86Q: 3 clusters Score -5232303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5232304.000000 Penalty: 5083.481445
	Iteration 87Q: 3 clusters Score -5232304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5232304.500000 Penalty: 5083.481445
	Iteration 88Q: 3 clusters Score -5232304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5232308.000000 Penalty: 5083.481445
	Iteration 89Q: 3 clusters Score -5232308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5232307.500000 Penalty: 5083.481445
	Iteration 90Q: 3 clusters Score -5232308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5232307.500000 Penalty: 5083.481445
	Iteration 91Q: 3 clusters Score -5232308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5232315.500000 Penalty: 5083.481445
	Iteration 92Q: 3 clusters Score -5232316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5232313.500000 Penalty: 5083.481445
	Iteration 93Q: 3 clusters Score -5232314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5232313.500000 Penalty: 5083.481445
	Iteration 94Q: 3 clusters Score -5232314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5232314.500000 Penalty: 5083.481445
	Iteration 95Q: 3 clusters Score -5232314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5232313.500000 Penalty: 5083.481445
	Iteration 96Q: 3 clusters Score -5232314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5232318.000000 Penalty: 5083.481445
	Iteration 97Q: 3 clusters Score -5232318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5232322.000000 Penalty: 5083.481445
	Iteration 98Q: 3 clusters Score -5232322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5232325.000000 Penalty: 5083.481445
	Iteration 99Q: 3 clusters Score -5232325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5232327.500000 Penalty: 5083.481445
	Iteration 100F: 3 clusters Score -5232328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5232326.500000 Penalty: 5083.481445
	Iteration 101Q: 3 clusters Score -5232326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5232320.500000 Penalty: 5083.481445
	Iteration 102Q: 3 clusters Score -5232320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5232328.500000 Penalty: 5083.481445
	Iteration 103Q: 3 clusters Score -5232328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5232329.000000 Penalty: 5083.481445
	Iteration 104Q: 3 clusters Score -5232329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5232343.000000 Penalty: 5083.481445
	Iteration 105Q: 3 clusters Score -5232343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5232352.500000 Penalty: 5083.481445
	Iteration 106Q: 3 clusters Score -5232352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5232347.000000 Penalty: 5083.481445
	Iteration 107Q: 3 clusters Score -5232347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5232342.000000 Penalty: 5083.481445
	Iteration 108Q: 3 clusters Score -5232342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5232346.500000 Penalty: 5083.481445
	Iteration 109Q: 3 clusters Score -5232346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5232345.500000 Penalty: 5083.481445
	Iteration 110Q: 3 clusters Score -5232346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5232348.500000 Penalty: 5083.481445
	Iteration 111Q: 3 clusters Score -5232348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5232352.000000 Penalty: 5083.481445
	Iteration 112Q: 3 clusters Score -5232352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5232355.000000 Penalty: 5083.481445
	Iteration 113Q: 3 clusters Score -5232355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5232362.500000 Penalty: 5083.481445
	Iteration 114Q: 3 clusters Score -5232362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5232363.500000 Penalty: 5083.481445
	Iteration 115Q: 3 clusters Score -5232364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5232369.000000 Penalty: 5083.481445
	Iteration 116Q: 3 clusters Score -5232369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5232363.500000 Penalty: 5083.481445
	Iteration 117Q: 3 clusters Score -5232364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5232364.000000 Penalty: 5083.481445
	Iteration 118Q: 3 clusters Score -5232364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5232361.500000 Penalty: 5083.481445
	Iteration 119Q: 3 clusters Score -5232362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5232356.000000 Penalty: 5083.481445
	Iteration 120F: 3 clusters Score -5232356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5232355.500000 Penalty: 5083.481445
	Iteration 121Q: 3 clusters Score -5232356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5232354.000000 Penalty: 5083.481445
	Iteration 122Q: 3 clusters Score -5232354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5232359.500000 Penalty: 5083.481445
	Iteration 123Q: 3 clusters Score -5232360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5232361.500000 Penalty: 5083.481445
	Iteration 124Q: 3 clusters Score -5232362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5232370.500000 Penalty: 5083.481445
	Iteration 125Q: 3 clusters Score -5232370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5232366.000000 Penalty: 5083.481445
	Iteration 126Q: 3 clusters Score -5232366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5232359.500000 Penalty: 5083.481445
	Iteration 127Q: 3 clusters Score -5232360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5232364.000000 Penalty: 5083.481445
	Iteration 128Q: 3 clusters Score -5232364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5232370.000000 Penalty: 5083.481445
	Iteration 129Q: 3 clusters Score -5232370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5232367.000000 Penalty: 5083.481445
	Iteration 130Q: 3 clusters Score -5232367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5232359.000000 Penalty: 5083.481445
	Iteration 131Q: 3 clusters Score -5232359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5232363.000000 Penalty: 5083.481445
	Iteration 132Q: 3 clusters Score -5232363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5232359.500000 Penalty: 5083.481445
	Iteration 133Q: 3 clusters Score -5232360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5232360.500000 Penalty: 5083.481445
	Iteration 134Q: 3 clusters Score -5232360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5232360.000000 Penalty: 5083.481445
	Iteration 135Q: 3 clusters Score -5232360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5232361.500000 Penalty: 5083.481445
	Iteration 136Q: 3 clusters Score -5232362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5232363.500000 Penalty: 5083.481445
	Iteration 137Q: 3 clusters Score -5232364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5232359.000000 Penalty: 5083.481445
	Iteration 138Q: 3 clusters Score -5232359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5232363.000000 Penalty: 5083.481445
	Iteration 139Q: 3 clusters Score -5232363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5232369.500000 Penalty: 5083.481445
	Iteration 140F: 3 clusters Score -5232370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5232367.500000 Penalty: 5083.481445
	Iteration 141Q: 3 clusters Score -5232368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5232375.500000 Penalty: 5083.481445
	Iteration 142Q: 3 clusters Score -5232376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5232372.000000 Penalty: 5083.481445
	Iteration 143Q: 3 clusters Score -5232372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5232385.000000 Penalty: 5083.481445
	Iteration 144Q: 3 clusters Score -5232385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5232381.000000 Penalty: 5083.481445
	Iteration 145Q: 3 clusters Score -5232381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5232387.000000 Penalty: 5083.481445
	Iteration 146Q: 3 clusters Score -5232387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5232386.000000 Penalty: 5083.481445
	Iteration 147Q: 3 clusters Score -5232386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5232387.000000 Penalty: 5083.481445
	Iteration 148Q: 3 clusters Score -5232387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5232387.500000 Penalty: 5083.481445
	Iteration 149Q: 3 clusters Score -5232388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5232396.000000 Penalty: 5083.481445
	Iteration 150Q: 3 clusters Score -5232396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5232402.000000 Penalty: 5083.481445
	Iteration 151Q: 3 clusters Score -5232402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5232396.500000 Penalty: 5083.481445
	Iteration 152Q: 3 clusters Score -5232396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5232398.500000 Penalty: 5083.481445
	Iteration 153Q: 3 clusters Score -5232398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5232397.000000 Penalty: 5083.481445
	Iteration 154Q: 3 clusters Score -5232397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5232397.000000 Penalty: 5083.481445
	Iteration 155Q: 3 clusters Score -5232397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5232397.000000 Penalty: 5083.481445
	Iteration 156F: 3 clusters Score -5232397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -176033.937500 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -176033.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -174040.218750 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -174040.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -174391.796875 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -174391.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -174526.937500 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -174526.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -174642.015625 Penalty: 3460.731689
	Iteration 3F: 3 clusters Score -174642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -174753.562500 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -174753.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -174842.406250 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -174842.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -174934.328125 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -174934.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -175026.031250 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -175026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -175086.890625 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -175086.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -175122.156250 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -175122.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -175151.093750 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -175151.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -175173.296875 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -175173.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -175185.296875 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -175185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -175193.234375 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -175193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -175193.968750 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -175194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -175195.171875 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -175195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -175197.968750 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -175198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -175200.671875 Penalty: 3460.731689
	Iteration 17Q: 3 clusters Score -175200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -175201.062500 Penalty: 3460.731689
	Iteration 18Q: 3 clusters Score -175201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -175201.062500 Penalty: 3460.731689
	Iteration 19F: 3 clusters Score -175201.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Entering Unmasked Estep 
Score: -8990983.000000 Penalty: 2674.782959
	Iteration 0F: 2 clusters Score -8990983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -8960788.000000 Penalty: 5349.565918
	Iteration 0F: 3 clusters Score -8960788 nChanged 22240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -8973089.000000 Penalty: 5349.565918
	Iteration 1F: 3 clusters Score -8973089 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -8973913.000000 Penalty: 5349.565918
	Iteration 2Q: 3 clusters Score -8973913 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -8974829.000000 Penalty: 5349.565918
	Iteration 3Q: 3 clusters Score -8974829 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -8975973.000000 Penalty: 5349.565918
	Iteration 4Q: 3 clusters Score -8975973 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -8977389.000000 Penalty: 5349.565918
	Iteration 5F: 3 clusters Score -8977389 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -8979065.000000 Penalty: 5349.565918
	Iteration 6F: 3 clusters Score -8979065 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -8981326.000000 Penalty: 5349.565918
	Iteration 7F: 3 clusters Score -8981326 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -8984033.000000 Penalty: 5349.565918
	Iteration 8F: 3 clusters Score -8984033 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -8986364.000000 Penalty: 5349.565918
	Iteration 9F: 3 clusters Score -8986364 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -8987770.000000 Penalty: 5349.565918
	Iteration 10Q: 3 clusters Score -8987770 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -8988402.000000 Penalty: 5349.565918
	Iteration 11Q: 3 clusters Score -8988402 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -8988802.000000 Penalty: 5349.565918
	Iteration 12Q: 3 clusters Score -8988802 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -8989107.000000 Penalty: 5349.565918
	Iteration 13Q: 3 clusters Score -8989107 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -8989326.000000 Penalty: 5349.565918
	Iteration 14Q: 3 clusters Score -8989326 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8989498.000000 Penalty: 5349.565918
	Iteration 15Q: 3 clusters Score -8989498 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -8989658.000000 Penalty: 5349.565918
	Iteration 16Q: 3 clusters Score -8989658 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8989741.000000 Penalty: 5349.565918
	Iteration 17Q: 3 clusters Score -8989741 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8989748.000000 Penalty: 5349.565918
	Iteration 18Q: 3 clusters Score -8989748 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8989751.000000 Penalty: 5349.565918
	Iteration 19Q: 3 clusters Score -8989751 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -8989729.000000 Penalty: 5349.565918
	Iteration 20F: 3 clusters Score -8989729 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -8989688.000000 Penalty: 5349.565918
	Iteration 21Q: 3 clusters Score -8989688 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -8989657.000000 Penalty: 5349.565918
	Iteration 22Q: 3 clusters Score -8989657 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8989677.000000 Penalty: 5349.565918
	Iteration 23Q: 3 clusters Score -8989677 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -8989628.000000 Penalty: 5349.565918
	Iteration 24Q: 3 clusters Score -8989628 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -8989649.000000 Penalty: 5349.565918
	Iteration 25Q: 3 clusters Score -8989649 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -8989610.000000 Penalty: 5349.565918
	Iteration 26Q: 3 clusters Score -8989610 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -8989595.000000 Penalty: 5349.565918
	Iteration 27Q: 3 clusters Score -8989595 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -8989567.000000 Penalty: 5349.565918
	Iteration 28Q: 3 clusters Score -8989567 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -8989525.000000 Penalty: 5349.565918
	Iteration 29Q: 3 clusters Score -8989525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -8989520.000000 Penalty: 5349.565918
	Iteration 30Q: 3 clusters Score -8989520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -8989475.000000 Penalty: 5349.565918
	Iteration 31Q: 3 clusters Score -8989475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -8989454.000000 Penalty: 5349.565918
	Iteration 32Q: 3 clusters Score -8989454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -8989450.000000 Penalty: 5349.565918
	Iteration 33Q: 3 clusters Score -8989450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -8989433.000000 Penalty: 5349.565918
	Iteration 34Q: 3 clusters Score -8989433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -8989441.000000 Penalty: 5349.565918
	Iteration 35Q: 3 clusters Score -8989441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -8989432.000000 Penalty: 5349.565918
	Iteration 36Q: 3 clusters Score -8989432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -8989425.000000 Penalty: 5349.565918
	Iteration 37Q: 3 clusters Score -8989425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -8989418.000000 Penalty: 5349.565918
	Iteration 38Q: 3 clusters Score -8989418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -8989415.000000 Penalty: 5349.565918
	Iteration 39Q: 3 clusters Score -8989415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -8989405.000000 Penalty: 5349.565918
	Iteration 40F: 3 clusters Score -8989405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -8989401.000000 Penalty: 5349.565918
	Iteration 41Q: 3 clusters Score -8989401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -8989405.000000 Penalty: 5349.565918
	Iteration 42Q: 3 clusters Score -8989405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -8989400.000000 Penalty: 5349.565918
	Iteration 43Q: 3 clusters Score -8989400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -8989401.000000 Penalty: 5349.565918
	Iteration 44Q: 3 clusters Score -8989401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -8989404.000000 Penalty: 5349.565918
	Iteration 45Q: 3 clusters Score -8989404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -8989394.000000 Penalty: 5349.565918
	Iteration 46Q: 3 clusters Score -8989394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -8989396.000000 Penalty: 5349.565918
	Iteration 47Q: 3 clusters Score -8989396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -8989396.000000 Penalty: 5349.565918
	Iteration 48Q: 3 clusters Score -8989396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -8989388.000000 Penalty: 5349.565918
	Iteration 49Q: 3 clusters Score -8989388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -8989383.000000 Penalty: 5349.565918
	Iteration 50Q: 3 clusters Score -8989383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -8989388.000000 Penalty: 5349.565918
	Iteration 51Q: 3 clusters Score -8989388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -8989384.000000 Penalty: 5349.565918
	Iteration 52Q: 3 clusters Score -8989384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -8989378.000000 Penalty: 5349.565918
	Iteration 53Q: 3 clusters Score -8989378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -8989373.000000 Penalty: 5349.565918
	Iteration 54Q: 3 clusters Score -8989373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -8989373.000000 Penalty: 5349.565918
	Iteration 55F: 3 clusters Score -8989373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -131770.703125 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -131770.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -130038.617188 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -130038.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -130425.250000 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -130425.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -130626.460938 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -130626.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -130719.835938 Penalty: 3288.819092
	Iteration 3F: 3 clusters Score -130719.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -130777.179688 Penalty: 3288.819092
	Iteration 4Q: 3 clusters Score -130777.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -130845.468750 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -130845.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -130889.953125 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -130890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -130924.265625 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -130924.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -130944.031250 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -130944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -130976.921875 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -130976.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131007.734375 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -131007.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -131045.859375 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -131045.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -131095.250000 Penalty: 3288.819092
	Iteration 12Q: 3 clusters Score -131095.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -131137.593750 Penalty: 3288.819092
	Iteration 13Q: 3 clusters Score -131137.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131179.031250 Penalty: 3288.819092
	Iteration 14Q: 3 clusters Score -131179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131197.406250 Penalty: 3288.819092
	Iteration 15Q: 3 clusters Score -131197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131204.515625 Penalty: 3288.819092
	Iteration 16Q: 3 clusters Score -131204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131211.812500 Penalty: 3288.819092
	Iteration 17Q: 3 clusters Score -131211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131213.718750 Penalty: 3288.819092
	Iteration 18Q: 3 clusters Score -131213.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131214.125000 Penalty: 3288.819092
	Iteration 19F: 3 clusters Score -131214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131219.046875 Penalty: 3288.819092
	Iteration 20F: 3 clusters Score -131219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131221.796875 Penalty: 3288.819092
	Iteration 21Q: 3 clusters Score -131221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131221.796875 Penalty: 3288.819092
	Iteration 22F: 3 clusters Score -131221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -112814.062500 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -112814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -111119.632812 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -111119.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -111319.945312 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -111319.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -111386.476562 Penalty: 3207.978516
	Iteration 2Q: 3 clusters Score -111386.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -111413.968750 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -111414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -111430.726562 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -111430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -111440.117188 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -111440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -111442.250000 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -111442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -111445.640625 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -111445.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -111450.750000 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -111450.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -111451.578125 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -111451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -111452.562500 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -111452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -111452.562500 Penalty: 3207.978516
	Iteration 11F: 3 clusters Score -111452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Entering Unmasked Estep 
Score: -7092109.500000 Penalty: 2617.408447
	Iteration 0F: 2 clusters Score -7092110 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 19197 members 
Entering Unmasked Estep 
Score: -7066232.000000 Penalty: 5234.816895
	Iteration 0F: 3 clusters Score -7066232 nChanged 17415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -7075642.500000 Penalty: 5234.816895
	Iteration 1F: 3 clusters Score -7075642 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -7076191.000000 Penalty: 5234.816895
	Iteration 2Q: 3 clusters Score -7076191 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -7076821.500000 Penalty: 5234.816895
	Iteration 3Q: 3 clusters Score -7076822 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -7077878.500000 Penalty: 5234.816895
	Iteration 4Q: 3 clusters Score -7077878 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -7079104.500000 Penalty: 5234.816895
	Iteration 5F: 3 clusters Score -7079104 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -7080723.500000 Penalty: 5234.816895
	Iteration 6F: 3 clusters Score -7080724 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -7082517.000000 Penalty: 5234.816895
	Iteration 7F: 3 clusters Score -7082517 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -7084472.500000 Penalty: 5234.816895
	Iteration 8F: 3 clusters Score -7084472 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -7086116.000000 Penalty: 5234.816895
	Iteration 9F: 3 clusters Score -7086116 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7087279 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -7087969.000000 Penalty: 5234.816895
	Iteration 11Q: 3 clusters Score -7087969 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -7088362.500000 Penalty: 5234.816895
	Iteration 12Q: 3 clusters Score -7088362 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -7088645.000000 Penalty: 5234.816895
	Iteration 13Q: 3 clusters Score -7088645 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -7088893.500000 Penalty: 5234.816895
	Iteration 14Q: 3 clusters Score -7088894 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -7089106.000000 Penalty: 5234.816895
	Iteration 15Q: 3 clusters Score -7089106 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -7089310.000000 Penalty: 5234.816895
	Iteration 16Q: 3 clusters Score -7089310 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -7089464.000000 Penalty: 5234.816895
	Iteration 17Q: 3 clusters Score -7089464 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -7089645.500000 Penalty: 5234.816895
	Iteration 18Q: 3 clusters Score -7089646 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -7089763.000000 Penalty: 5234.816895
	Iteration 19Q: 3 clusters Score -7089763 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -7089892.000000 Penalty: 5234.816895
	Iteration 20F: 3 clusters Score -7089892 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -7089988.000000 Penalty: 5234.816895
	Iteration 21Q: 3 clusters Score -7089988 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -7090082.000000 Penalty: 5234.816895
	Iteration 22Q: 3 clusters Score -7090082 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -7090147.000000 Penalty: 5234.816895
	Iteration 23Q: 3 clusters Score -7090147 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -7090228.500000 Penalty: 5234.816895
	Iteration 24Q: 3 clusters Score -7090228 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -7090276.000000 Penalty: 5234.816895
	Iteration 25Q: 3 clusters Score -7090276 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -7090308.000000 Penalty: 5234.816895
	Iteration 26Q: 3 clusters Score -7090308 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -7090353.000000 Penalty: 5234.816895
	Iteration 27Q: 3 clusters Score -7090353 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -7090396.000000 Penalty: 5234.816895
	Iteration 28Q: 3 clusters Score -7090396 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -7090441.500000 Penalty: 5234.816895
	Iteration 29Q: 3 clusters Score -7090442 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -7090488.000000 Penalty: 5234.816895
	Iteration 30Q: 3 clusters Score -7090488 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -7090527.000000 Penalty: 5234.816895
	Iteration 31Q: 3 clusters Score -7090527 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -7090577.000000 Penalty: 5234.816895
	Iteration 32Q: 3 clusters Score -7090577 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -7090615.500000 Penalty: 5234.816895
	Iteration 33Q: 3 clusters Score -7090616 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -7090635.500000 Penalty: 5234.816895
	Iteration 34Q: 3 clusters Score -7090636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -7090662.000000 Penalty: 5234.816895
	Iteration 35Q: 3 clusters Score -7090662 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -7090700.500000 Penalty: 5234.816895
	Iteration 36Q: 3 clusters Score -7090700 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -7090731.000000 Penalty: 5234.816895
	Iteration 37Q: 3 clusters Score -7090731 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -7090756.000000 Penalty: 5234.816895
	Iteration 38Q: 3 clusters Score -7090756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -7090785.000000 Penalty: 5234.816895
	Iteration 39Q: 3 clusters Score -7090785 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -7090788.500000 Penalty: 5234.816895
	Iteration 40F: 3 clusters Score -7090788 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -7090799.500000 Penalty: 5234.816895
	Iteration 41Q: 3 clusters Score -7090800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -7090807.500000 Penalty: 5234.816895
	Iteration 42Q: 3 clusters Score -7090808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -7090816.000000 Penalty: 5234.816895
	Iteration 43Q: 3 clusters Score -7090816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -7090827.500000 Penalty: 5234.816895
	Iteration 44Q: 3 clusters Score -7090828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -7090828.500000 Penalty: 5234.816895
	Iteration 45Q: 3 clusters Score -7090828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -7090855.000000 Penalty: 5234.816895
	Iteration 46Q: 3 clusters Score -7090855 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -7090870.500000 Penalty: 5234.816895
	Iteration 47Q: 3 clusters Score -7090870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -7090901.000000 Penalty: 5234.816895
	Iteration 48Q: 3 clusters Score -7090901 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -7090913.000000 Penalty: 5234.816895
	Iteration 49Q: 3 clusters Score -7090913 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -7090913.500000 Penalty: 5234.816895
	Iteration 50Q: 3 clusters Score -7090914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -7090906.500000 Penalty: 5234.816895
	Iteration 51Q: 3 clusters Score -7090906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -7090918.500000 Penalty: 5234.816895
	Iteration 52Q: 3 clusters Score -7090918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -7090926.500000 Penalty: 5234.816895
	Iteration 53Q: 3 clusters Score -7090926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -7090942.000000 Penalty: 5234.816895
	Iteration 54Q: 3 clusters Score -7090942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -7090961.500000 Penalty: 5234.816895
	Iteration 55Q: 3 clusters Score -7090962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -7090949.000000 Penalty: 5234.816895
	Iteration 56Q: 3 clusters Score -7090949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -7090966.000000 Penalty: 5234.816895
	Iteration 57Q: 3 clusters Score -7090966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -7090957.500000 Penalty: 5234.816895
	Iteration 58Q: 3 clusters Score -7090958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -7090967.000000 Penalty: 5234.816895
	Iteration 59Q: 3 clusters Score -7090967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -7090963.500000 Penalty: 5234.816895
	Iteration 60F: 3 clusters Score -7090964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -7090983.500000 Penalty: 5234.816895
	Iteration 61Q: 3 clusters Score -7090984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -7090989.000000 Penalty: 5234.816895
	Iteration 62Q: 3 clusters Score -7090989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -7090998.000000 Penalty: 5234.816895
	Iteration 63Q: 3 clusters Score -7090998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -7091002.500000 Penalty: 5234.816895
	Iteration 64Q: 3 clusters Score -7091002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -7091018.000000 Penalty: 5234.816895
	Iteration 65Q: 3 clusters Score -7091018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -7091025.000000 Penalty: 5234.816895
	Iteration 66Q: 3 clusters Score -7091025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -7091024.500000 Penalty: 5234.816895
	Iteration 67Q: 3 clusters Score -7091024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -7091029.500000 Penalty: 5234.816895
	Iteration 68Q: 3 clusters Score -7091030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7091036.500000 Penalty: 5234.816895
	Iteration 69Q: 3 clusters Score -7091036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -7091034.500000 Penalty: 5234.816895
	Iteration 70Q: 3 clusters Score -7091034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -7091021.000000 Penalty: 5234.816895
	Iteration 71Q: 3 clusters Score -7091021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7091026.500000 Penalty: 5234.816895
	Iteration 72Q: 3 clusters Score -7091026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7091023.500000 Penalty: 5234.816895
	Iteration 73Q: 3 clusters Score -7091024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -7091025.500000 Penalty: 5234.816895
	Iteration 74Q: 3 clusters Score -7091026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -7091030.000000 Penalty: 5234.816895
	Iteration 75Q: 3 clusters Score -7091030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -7091026.000000 Penalty: 5234.816895
	Iteration 76Q: 3 clusters Score -7091026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7091026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -7091026.000000 Penalty: 5234.816895
	Iteration 78F: 3 clusters Score -7091026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54108 members 
Entering Unmasked Estep 
Score: -9984768.000000 Penalty: 2702.886719
	Iteration 0F: 2 clusters Score -9984768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -9950611.000000 Penalty: 5405.773438
	Iteration 0F: 3 clusters Score -9950611 nChanged 25231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -9964409.000000 Penalty: 5405.773438
	Iteration 1F: 3 clusters Score -9964409 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -9965028.000000 Penalty: 5405.773438
	Iteration 2Q: 3 clusters Score -9965028 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -9965767.000000 Penalty: 5405.773438
	Iteration 3Q: 3 clusters Score -9965767 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -9966852.000000 Penalty: 5405.773438
	Iteration 4Q: 3 clusters Score -9966852 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -9968278.000000 Penalty: 5405.773438
	Iteration 5Q: 3 clusters Score -9968278 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -9970388.000000 Penalty: 5405.773438
	Iteration 6F: 3 clusters Score -9970388 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -9973182.000000 Penalty: 5405.773438
	Iteration 7F: 3 clusters Score -9973182 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -9975860.000000 Penalty: 5405.773438
	Iteration 8F: 3 clusters Score -9975860 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -9977845.000000 Penalty: 5405.773438
	Iteration 9Q: 3 clusters Score -9977845 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -9979233.000000 Penalty: 5405.773438
	Iteration 10Q: 3 clusters Score -9979233 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -9980196.000000 Penalty: 5405.773438
	Iteration 11Q: 3 clusters Score -9980196 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -9980796.000000 Penalty: 5405.773438
	Iteration 12Q: 3 clusters Score -9980796 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -9981265.000000 Penalty: 5405.773438
	Iteration 13Q: 3 clusters Score -9981265 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -9981561.000000 Penalty: 5405.773438
	Iteration 14Q: 3 clusters Score -9981561 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -9981788.000000 Penalty: 5405.773438
	Iteration 15Q: 3 clusters Score -9981788 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -9981942.000000 Penalty: 5405.773438
	Iteration 16Q: 3 clusters Score -9981942 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -9982090.000000 Penalty: 5405.773438
	Iteration 17Q: 3 clusters Score -9982090 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -9982247.000000 Penalty: 5405.773438
	Iteration 18Q: 3 clusters Score -9982247 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -9982338.000000 Penalty: 5405.773438
	Iteration 19Q: 3 clusters Score -9982338 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -9982417.000000 Penalty: 5405.773438
	Iteration 20F: 3 clusters Score -9982417 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -9982503.000000 Penalty: 5405.773438
	Iteration 21Q: 3 clusters Score -9982503 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -9982589.000000 Penalty: 5405.773438
	Iteration 22Q: 3 clusters Score -9982589 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -9982645.000000 Penalty: 5405.773438
	Iteration 23Q: 3 clusters Score -9982645 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -9982635.000000 Penalty: 5405.773438
	Iteration 24Q: 3 clusters Score -9982635 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -9982620.000000 Penalty: 5405.773438
	Iteration 25Q: 3 clusters Score -9982620 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -9982621.000000 Penalty: 5405.773438
	Iteration 26Q: 3 clusters Score -9982621 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -9982641.000000 Penalty: 5405.773438
	Iteration 27Q: 3 clusters Score -9982641 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -9982669.000000 Penalty: 5405.773438
	Iteration 28Q: 3 clusters Score -9982669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -9982684.000000 Penalty: 5405.773438
	Iteration 29Q: 3 clusters Score -9982684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -9982683.000000 Penalty: 5405.773438
	Iteration 30Q: 3 clusters Score -9982683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -9982700.000000 Penalty: 5405.773438
	Iteration 31Q: 3 clusters Score -9982700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -9982709.000000 Penalty: 5405.773438
	Iteration 32Q: 3 clusters Score -9982709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -9982706.000000 Penalty: 5405.773438
	Iteration 33Q: 3 clusters Score -9982706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -9982726.000000 Penalty: 5405.773438
	Iteration 34Q: 3 clusters Score -9982726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -9982744.000000 Penalty: 5405.773438
	Iteration 35Q: 3 clusters Score -9982744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -9982745.000000 Penalty: 5405.773438
	Iteration 36Q: 3 clusters Score -9982745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -9982759.000000 Penalty: 5405.773438
	Iteration 37Q: 3 clusters Score -9982759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -9982767.000000 Penalty: 5405.773438
	Iteration 38Q: 3 clusters Score -9982767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -9982770.000000 Penalty: 5405.773438
	Iteration 39Q: 3 clusters Score -9982770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -9982776.000000 Penalty: 5405.773438
	Iteration 40F: 3 clusters Score -9982776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -9982779.000000 Penalty: 5405.773438
	Iteration 41Q: 3 clusters Score -9982779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -9982786.000000 Penalty: 5405.773438
	Iteration 42Q: 3 clusters Score -9982786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -9982783.000000 Penalty: 5405.773438
	Iteration 43Q: 3 clusters Score -9982783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -9982787.000000 Penalty: 5405.773438
	Iteration 44Q: 3 clusters Score -9982787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -9982792.000000 Penalty: 5405.773438
	Iteration 45Q: 3 clusters Score -9982792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -9982785.000000 Penalty: 5405.773438
	Iteration 46Q: 3 clusters Score -9982785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -9982785.000000 Penalty: 5405.773438
	Iteration 47Q: 3 clusters Score -9982785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -9982785.000000 Penalty: 5405.773438
	Iteration 48F: 3 clusters Score -9982785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -332680.218750 Penalty: 1875.544922
	Iteration 0F: 2 clusters Score -332680.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -330112.968750 Penalty: 3751.089844
	Iteration 0F: 3 clusters Score -330113 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -330559.875000 Penalty: 3751.089844
	Iteration 1F: 3 clusters Score -330559.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -330687.812500 Penalty: 3751.089844
	Iteration 2F: 3 clusters Score -330687.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -330759.843750 Penalty: 3751.089844
	Iteration 3Q: 3 clusters Score -330759.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -330799.531250 Penalty: 3751.089844
	Iteration 4Q: 3 clusters Score -330799.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -330847.531250 Penalty: 3751.089844
	Iteration 5Q: 3 clusters Score -330847.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -330882.687500 Penalty: 3751.089844
	Iteration 6Q: 3 clusters Score -330882.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -330908.687500 Penalty: 3751.089844
	Iteration 7Q: 3 clusters Score -330908.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -330926.750000 Penalty: 3751.089844
	Iteration 8Q: 3 clusters Score -330926.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -330940.812500 Penalty: 3751.089844
	Iteration 9Q: 3 clusters Score -330940.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -330950.062500 Penalty: 3751.089844
	Iteration 10Q: 3 clusters Score -330950.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -330956.125000 Penalty: 3751.089844
	Iteration 11Q: 3 clusters Score -330956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -330962.687500 Penalty: 3751.089844
	Iteration 12Q: 3 clusters Score -330962.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -330967.093750 Penalty: 3751.089844
	Iteration 13Q: 3 clusters Score -330967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -330972.125000 Penalty: 3751.089844
	Iteration 14Q: 3 clusters Score -330972.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -330976.968750 Penalty: 3751.089844
	Iteration 15Q: 3 clusters Score -330977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -330979.937500 Penalty: 3751.089844
	Iteration 16Q: 3 clusters Score -330979.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -330983.250000 Penalty: 3751.089844
	Iteration 17Q: 3 clusters Score -330983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -330983.250000 Penalty: 3751.089844
	Iteration 18F: 3 clusters Score -330983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -69891.593750 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -69891.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68382.781250 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -68382.78 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68709.992188 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -68709.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68799.515625 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -68799.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68860.367188 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -68860.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68934.257812 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -68934.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68979.382812 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -68979.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68984.984375 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -68984.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68986.492188 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -68986.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68995.164062 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -68995.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68995.164062 Penalty: 3100.944336
	Iteration 9F: 3 clusters Score -68995.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -64807.941406 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -64807.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63321.167969 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -63321.17 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63768.265625 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -63768.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63925.683594 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -63925.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64001.359375 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -64001.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64035.171875 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -64035.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64052.160156 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -64052.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64063.015625 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -64063.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64090.402344 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -64090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64100.871094 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -64100.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64110.847656 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -64110.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64110.847656 Penalty: 3154.348633
	Iteration 10F: 3 clusters Score -64110.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Entering Unmasked Estep 
Score: -8860435.000000 Penalty: 2671.183838
	Iteration 0F: 2 clusters Score -8860435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -8829359.000000 Penalty: 5342.367676
	Iteration 0F: 3 clusters Score -8829359 nChanged 21932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -8841519.000000 Penalty: 5342.367676
	Iteration 1F: 3 clusters Score -8841519 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8842159.000000 Penalty: 5342.367676
	Iteration 2Q: 3 clusters Score -8842159 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -8842741.000000 Penalty: 5342.367676
	Iteration 3Q: 3 clusters Score -8842741 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -8843406.000000 Penalty: 5342.367676
	Iteration 4Q: 3 clusters Score -8843406 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -8844093.000000 Penalty: 5342.367676
	Iteration 5Q: 3 clusters Score -8844093 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -8845022.000000 Penalty: 5342.367676
	Iteration 6Q: 3 clusters Score -8845022 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -8846222.000000 Penalty: 5342.367676
	Iteration 7Q: 3 clusters Score -8846222 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -8847659.000000 Penalty: 5342.367676
	Iteration 8F: 3 clusters Score -8847659 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -8849260.000000 Penalty: 5342.367676
	Iteration 9F: 3 clusters Score -8849260 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -8850707.000000 Penalty: 5342.367676
	Iteration 10F: 3 clusters Score -8850707 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -8851825.000000 Penalty: 5342.367676
	Iteration 11Q: 3 clusters Score -8851825 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -8852359.000000 Penalty: 5342.367676
	Iteration 12Q: 3 clusters Score -8852359 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -8852602.000000 Penalty: 5342.367676
	Iteration 13Q: 3 clusters Score -8852602 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -8852695.000000 Penalty: 5342.367676
	Iteration 14Q: 3 clusters Score -8852695 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -8852736.000000 Penalty: 5342.367676
	Iteration 15Q: 3 clusters Score -8852736 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -8852783.000000 Penalty: 5342.367676
	Iteration 16Q: 3 clusters Score -8852783 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -8852829.000000 Penalty: 5342.367676
	Iteration 17Q: 3 clusters Score -8852829 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -8852889.000000 Penalty: 5342.367676
	Iteration 18Q: 3 clusters Score -8852889 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -8852905.000000 Penalty: 5342.367676
	Iteration 19Q: 3 clusters Score -8852905 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -8852935.000000 Penalty: 5342.367676
	Iteration 20F: 3 clusters Score -8852935 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -8852953.000000 Penalty: 5342.367676
	Iteration 21Q: 3 clusters Score -8852953 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -8853003.000000 Penalty: 5342.367676
	Iteration 22Q: 3 clusters Score -8853003 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -8853046.000000 Penalty: 5342.367676
	Iteration 23Q: 3 clusters Score -8853046 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -8853100.000000 Penalty: 5342.367676
	Iteration 24Q: 3 clusters Score -8853100 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -8853161.000000 Penalty: 5342.367676
	Iteration 25Q: 3 clusters Score -8853161 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -8853179.000000 Penalty: 5342.367676
	Iteration 26Q: 3 clusters Score -8853179 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -8853202.000000 Penalty: 5342.367676
	Iteration 27Q: 3 clusters Score -8853202 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -8853232.000000 Penalty: 5342.367676
	Iteration 28Q: 3 clusters Score -8853232 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -8853303.000000 Penalty: 5342.367676
	Iteration 29Q: 3 clusters Score -8853303 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -8853368.000000 Penalty: 5342.367676
	Iteration 30Q: 3 clusters Score -8853368 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -8853420.000000 Penalty: 5342.367676
	Iteration 31Q: 3 clusters Score -8853420 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -8853501.000000 Penalty: 5342.367676
	Iteration 32Q: 3 clusters Score -8853501 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -8853552.000000 Penalty: 5342.367676
	Iteration 33Q: 3 clusters Score -8853552 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -8853629.000000 Penalty: 5342.367676
	Iteration 34Q: 3 clusters Score -8853629 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -8853711.000000 Penalty: 5342.367676
	Iteration 35Q: 3 clusters Score -8853711 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -8853767.000000 Penalty: 5342.367676
	Iteration 36Q: 3 clusters Score -8853767 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -8853867.000000 Penalty: 5342.367676
	Iteration 37Q: 3 clusters Score -8853867 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -8854027.000000 Penalty: 5342.367676
	Iteration 38Q: 3 clusters Score -8854027 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -8854166.000000 Penalty: 5342.367676
	Iteration 39Q: 3 clusters Score -8854166 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -8854294.000000 Penalty: 5342.367676
	Iteration 40F: 3 clusters Score -8854294 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -8854427.000000 Penalty: 5342.367676
	Iteration 41Q: 3 clusters Score -8854427 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -8854616.000000 Penalty: 5342.367676
	Iteration 42Q: 3 clusters Score -8854616 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -8854765.000000 Penalty: 5342.367676
	Iteration 43Q: 3 clusters Score -8854765 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -8854927.000000 Penalty: 5342.367676
	Iteration 44Q: 3 clusters Score -8854927 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -8855123.000000 Penalty: 5342.367676
	Iteration 45Q: 3 clusters Score -8855123 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -8855322.000000 Penalty: 5342.367676
	Iteration 46Q: 3 clusters Score -8855322 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -8855531.000000 Penalty: 5342.367676
	Iteration 47Q: 3 clusters Score -8855531 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -8855771.000000 Penalty: 5342.367676
	Iteration 48Q: 3 clusters Score -8855771 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -8855964.000000 Penalty: 5342.367676
	Iteration 49Q: 3 clusters Score -8855964 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8856230.000000 Penalty: 5342.367676
	Iteration 50Q: 3 clusters Score -8856230 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -8856466.000000 Penalty: 5342.367676
	Iteration 51Q: 3 clusters Score -8856466 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -8856712.000000 Penalty: 5342.367676
	Iteration 52Q: 3 clusters Score -8856712 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -8856929.000000 Penalty: 5342.367676
	Iteration 53Q: 3 clusters Score -8856929 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -8857130.000000 Penalty: 5342.367676
	Iteration 54Q: 3 clusters Score -8857130 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8857377.000000 Penalty: 5342.367676
	Iteration 55Q: 3 clusters Score -8857377 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8857527.000000 Penalty: 5342.367676
	Iteration 56Q: 3 clusters Score -8857527 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8857718.000000 Penalty: 5342.367676
	Iteration 57Q: 3 clusters Score -8857718 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8857897.000000 Penalty: 5342.367676
	Iteration 58Q: 3 clusters Score -8857897 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8857996.000000 Penalty: 5342.367676
	Iteration 59Q: 3 clusters Score -8857996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8858088.000000 Penalty: 5342.367676
	Iteration 60F: 3 clusters Score -8858088 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8858138.000000 Penalty: 5342.367676
	Iteration 61Q: 3 clusters Score -8858138 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8858213.000000 Penalty: 5342.367676
	Iteration 62Q: 3 clusters Score -8858213 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8858232.000000 Penalty: 5342.367676
	Iteration 63Q: 3 clusters Score -8858232 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8858291.000000 Penalty: 5342.367676
	Iteration 64Q: 3 clusters Score -8858291 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8858301.000000 Penalty: 5342.367676
	Iteration 65Q: 3 clusters Score -8858301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8858323.000000 Penalty: 5342.367676
	Iteration 66Q: 3 clusters Score -8858323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8858350.000000 Penalty: 5342.367676
	Iteration 67Q: 3 clusters Score -8858350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8858361.000000 Penalty: 5342.367676
	Iteration 68Q: 3 clusters Score -8858361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8858379.000000 Penalty: 5342.367676
	Iteration 69Q: 3 clusters Score -8858379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8858386.000000 Penalty: 5342.367676
	Iteration 70Q: 3 clusters Score -8858386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8858403.000000 Penalty: 5342.367676
	Iteration 71Q: 3 clusters Score -8858403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8858427.000000 Penalty: 5342.367676
	Iteration 72Q: 3 clusters Score -8858427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8858429.000000 Penalty: 5342.367676
	Iteration 73Q: 3 clusters Score -8858429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8858437.000000 Penalty: 5342.367676
	Iteration 74Q: 3 clusters Score -8858437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8858433.000000 Penalty: 5342.367676
	Iteration 75Q: 3 clusters Score -8858433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8858438.000000 Penalty: 5342.367676
	Iteration 76Q: 3 clusters Score -8858438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8858438.000000 Penalty: 5342.367676
	Iteration 77Q: 3 clusters Score -8858438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8858447.000000 Penalty: 5342.367676
	Iteration 78Q: 3 clusters Score -8858447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8858448.000000 Penalty: 5342.367676
	Iteration 79Q: 3 clusters Score -8858448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8858441.000000 Penalty: 5342.367676
	Iteration 80F: 3 clusters Score -8858441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8858450.000000 Penalty: 5342.367676
	Iteration 81Q: 3 clusters Score -8858450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8858451.000000 Penalty: 5342.367676
	Iteration 82Q: 3 clusters Score -8858451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8858453.000000 Penalty: 5342.367676
	Iteration 83Q: 3 clusters Score -8858453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8858453.000000 Penalty: 5342.367676
	Iteration 84Q: 3 clusters Score -8858453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8858448.000000 Penalty: 5342.367676
	Iteration 85Q: 3 clusters Score -8858448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8858450.000000 Penalty: 5342.367676
	Iteration 86Q: 3 clusters Score -8858450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8858448.000000 Penalty: 5342.367676
	Iteration 87Q: 3 clusters Score -8858448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8858446.000000 Penalty: 5342.367676
	Iteration 88Q: 3 clusters Score -8858446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8858451.000000 Penalty: 5342.367676
	Iteration 89Q: 3 clusters Score -8858451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8858444.000000 Penalty: 5342.367676
	Iteration 90Q: 3 clusters Score -8858444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8858453.000000 Penalty: 5342.367676
	Iteration 91Q: 3 clusters Score -8858453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8858445.000000 Penalty: 5342.367676
	Iteration 92Q: 3 clusters Score -8858445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8858451.000000 Penalty: 5342.367676
	Iteration 93Q: 3 clusters Score -8858451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8858454.000000 Penalty: 5342.367676
	Iteration 94Q: 3 clusters Score -8858454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8858454.000000 Penalty: 5342.367676
	Iteration 95Q: 3 clusters Score -8858454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8858467.000000 Penalty: 5342.367676
	Iteration 96Q: 3 clusters Score -8858467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8858467.000000 Penalty: 5342.367676
	Iteration 97F: 3 clusters Score -8858467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43172 members 
Entering Unmasked Estep 
Score: -7993980.500000 Penalty: 2646.890869
	Iteration 0F: 2 clusters Score -7993980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -7965026.500000 Penalty: 5293.781738
	Iteration 0F: 3 clusters Score -7965026 nChanged 19795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -7975775.000000 Penalty: 5293.781738
	Iteration 1F: 3 clusters Score -7975775 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -7976480.500000 Penalty: 5293.781738
	Iteration 2Q: 3 clusters Score -7976480 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -7977428.000000 Penalty: 5293.781738
	Iteration 3Q: 3 clusters Score -7977428 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -7978770.000000 Penalty: 5293.781738
	Iteration 4F: 3 clusters Score -7978770 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -7980609.500000 Penalty: 5293.781738
	Iteration 5F: 3 clusters Score -7980610 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -7982878.000000 Penalty: 5293.781738
	Iteration 6F: 3 clusters Score -7982878 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -7985590.500000 Penalty: 5293.781738
	Iteration 7F: 3 clusters Score -7985590 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -7988340.500000 Penalty: 5293.781738
	Iteration 8F: 3 clusters Score -7988340 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -7990353.500000 Penalty: 5293.781738
	Iteration 9F: 3 clusters Score -7990354 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -7991563.500000 Penalty: 5293.781738
	Iteration 10Q: 3 clusters Score -7991564 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -7992206.000000 Penalty: 5293.781738
	Iteration 11Q: 3 clusters Score -7992206 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -7992555.500000 Penalty: 5293.781738
	Iteration 12Q: 3 clusters Score -7992556 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -7992787.500000 Penalty: 5293.781738
	Iteration 13Q: 3 clusters Score -7992788 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -7992941.000000 Penalty: 5293.781738
	Iteration 14Q: 3 clusters Score -7992941 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -7993019.000000 Penalty: 5293.781738
	Iteration 15Q: 3 clusters Score -7993019 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -7993097.000000 Penalty: 5293.781738
	Iteration 16Q: 3 clusters Score -7993097 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -7993125.500000 Penalty: 5293.781738
	Iteration 17Q: 3 clusters Score -7993126 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -7993182.000000 Penalty: 5293.781738
	Iteration 18Q: 3 clusters Score -7993182 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -7993199.000000 Penalty: 5293.781738
	Iteration 19Q: 3 clusters Score -7993199 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -7993222.500000 Penalty: 5293.781738
	Iteration 20F: 3 clusters Score -7993222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -7993226.500000 Penalty: 5293.781738
	Iteration 21Q: 3 clusters Score -7993226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -7993238.500000 Penalty: 5293.781738
	Iteration 22Q: 3 clusters Score -7993238 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -7993245.000000 Penalty: 5293.781738
	Iteration 23Q: 3 clusters Score -7993245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -7993259.500000 Penalty: 5293.781738
	Iteration 24Q: 3 clusters Score -7993260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -7993252.500000 Penalty: 5293.781738
	Iteration 25Q: 3 clusters Score -7993252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -7993266.500000 Penalty: 5293.781738
	Iteration 26Q: 3 clusters Score -7993266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -7993268.000000 Penalty: 5293.781738
	Iteration 27Q: 3 clusters Score -7993268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -7993274.000000 Penalty: 5293.781738
	Iteration 28Q: 3 clusters Score -7993274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -7993278.500000 Penalty: 5293.781738
	Iteration 29Q: 3 clusters Score -7993278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -7993271.000000 Penalty: 5293.781738
	Iteration 30Q: 3 clusters Score -7993271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -7993282.500000 Penalty: 5293.781738
	Iteration 31Q: 3 clusters Score -7993282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -7993296.500000 Penalty: 5293.781738
	Iteration 32Q: 3 clusters Score -7993296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -7993304.000000 Penalty: 5293.781738
	Iteration 33Q: 3 clusters Score -7993304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -7993318.000000 Penalty: 5293.781738
	Iteration 34Q: 3 clusters Score -7993318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -7993317.000000 Penalty: 5293.781738
	Iteration 35Q: 3 clusters Score -7993317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -7993323.500000 Penalty: 5293.781738
	Iteration 36Q: 3 clusters Score -7993324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -7993318.000000 Penalty: 5293.781738
	Iteration 37Q: 3 clusters Score -7993318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -7993329.500000 Penalty: 5293.781738
	Iteration 38Q: 3 clusters Score -7993330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -7993332.000000 Penalty: 5293.781738
	Iteration 39Q: 3 clusters Score -7993332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -7993330.500000 Penalty: 5293.781738
	Iteration 40F: 3 clusters Score -7993330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -7993329.000000 Penalty: 5293.781738
	Iteration 41Q: 3 clusters Score -7993329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -7993341.000000 Penalty: 5293.781738
	Iteration 42Q: 3 clusters Score -7993341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -7993339.500000 Penalty: 5293.781738
	Iteration 43Q: 3 clusters Score -7993340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -7993349.500000 Penalty: 5293.781738
	Iteration 44Q: 3 clusters Score -7993350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -7993351.000000 Penalty: 5293.781738
	Iteration 45Q: 3 clusters Score -7993351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -7993344.500000 Penalty: 5293.781738
	Iteration 46Q: 3 clusters Score -7993344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -7993343.000000 Penalty: 5293.781738
	Iteration 47Q: 3 clusters Score -7993343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -7993337.000000 Penalty: 5293.781738
	Iteration 48Q: 3 clusters Score -7993337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -7993336.000000 Penalty: 5293.781738
	Iteration 49Q: 3 clusters Score -7993336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7993333.500000 Penalty: 5293.781738
	Iteration 50Q: 3 clusters Score -7993334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -7993337.500000 Penalty: 5293.781738
	Iteration 51Q: 3 clusters Score -7993338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -7993341.000000 Penalty: 5293.781738
	Iteration 52Q: 3 clusters Score -7993341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -7993344.500000 Penalty: 5293.781738
	Iteration 53Q: 3 clusters Score -7993344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7993345.500000 Penalty: 5293.781738
	Iteration 54Q: 3 clusters Score -7993346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -7993347.500000 Penalty: 5293.781738
	Iteration 55Q: 3 clusters Score -7993348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -7993352.000000 Penalty: 5293.781738
	Iteration 56Q: 3 clusters Score -7993352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -7993356.500000 Penalty: 5293.781738
	Iteration 57Q: 3 clusters Score -7993356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -7993358.500000 Penalty: 5293.781738
	Iteration 58Q: 3 clusters Score -7993358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -7993356.000000 Penalty: 5293.781738
	Iteration 59Q: 3 clusters Score -7993356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -7993362.500000 Penalty: 5293.781738
	Iteration 60F: 3 clusters Score -7993362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -7993364.000000 Penalty: 5293.781738
	Iteration 61Q: 3 clusters Score -7993364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -7993369.000000 Penalty: 5293.781738
	Iteration 62Q: 3 clusters Score -7993369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -7993356.000000 Penalty: 5293.781738
	Iteration 63Q: 3 clusters Score -7993356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -7993368.500000 Penalty: 5293.781738
	Iteration 64Q: 3 clusters Score -7993368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -7993363.000000 Penalty: 5293.781738
	Iteration 65Q: 3 clusters Score -7993363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -7993358.500000 Penalty: 5293.781738
	Iteration 66Q: 3 clusters Score -7993358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7993354.000000 Penalty: 5293.781738
	Iteration 67Q: 3 clusters Score -7993354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -7993369.000000 Penalty: 5293.781738
	Iteration 68Q: 3 clusters Score -7993369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -7993355.000000 Penalty: 5293.781738
	Iteration 69Q: 3 clusters Score -7993355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7993357.000000 Penalty: 5293.781738
	Iteration 70Q: 3 clusters Score -7993357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -7993369.000000 Penalty: 5293.781738
	Iteration 71Q: 3 clusters Score -7993369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -7993359.000000 Penalty: 5293.781738
	Iteration 72Q: 3 clusters Score -7993359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -7993359.500000 Penalty: 5293.781738
	Iteration 73Q: 3 clusters Score -7993360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -7993366.000000 Penalty: 5293.781738
	Iteration 74Q: 3 clusters Score -7993366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -7993371.500000 Penalty: 5293.781738
	Iteration 75Q: 3 clusters Score -7993372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -7993371.500000 Penalty: 5293.781738
	Iteration 76F: 3 clusters Score -7993372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Entering Unmasked Estep 
Score: -4317939.000000 Penalty: 2493.054688
	Iteration 0F: 2 clusters Score -4317939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -4301767.500000 Penalty: 4986.109375
	Iteration 0F: 3 clusters Score -4301768 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -4307181.500000 Penalty: 4986.109375
	Iteration 1F: 3 clusters Score -4307182 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4307551.500000 Penalty: 4986.109375
	Iteration 2Q: 3 clusters Score -4307552 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -4307821.500000 Penalty: 4986.109375
	Iteration 3Q: 3 clusters Score -4307822 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4308092.500000 Penalty: 4986.109375
	Iteration 4Q: 3 clusters Score -4308092 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4308357.000000 Penalty: 4986.109375
	Iteration 5Q: 3 clusters Score -4308357 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4308624.000000 Penalty: 4986.109375
	Iteration 6Q: 3 clusters Score -4308624 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -4308895.000000 Penalty: 4986.109375
	Iteration 7Q: 3 clusters Score -4308895 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -4309225.000000 Penalty: 4986.109375
	Iteration 8Q: 3 clusters Score -4309225 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4309746.000000 Penalty: 4986.109375
	Iteration 9Q: 3 clusters Score -4309746 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4310343.500000 Penalty: 4986.109375
	Iteration 10Q: 3 clusters Score -4310344 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4311231.500000 Penalty: 4986.109375
	Iteration 11F: 3 clusters Score -4311232 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4312217.000000 Penalty: 4986.109375
	Iteration 12F: 3 clusters Score -4312217 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -4313169.500000 Penalty: 4986.109375
	Iteration 13Q: 3 clusters Score -4313170 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -4313961.000000 Penalty: 4986.109375
	Iteration 14Q: 3 clusters Score -4313961 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -4314569.500000 Penalty: 4986.109375
	Iteration 15Q: 3 clusters Score -4314570 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4314888.000000 Penalty: 4986.109375
	Iteration 16Q: 3 clusters Score -4314888 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -4315102.000000 Penalty: 4986.109375
	Iteration 17Q: 3 clusters Score -4315102 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -4315234.500000 Penalty: 4986.109375
	Iteration 18Q: 3 clusters Score -4315234 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -4315341.500000 Penalty: 4986.109375
	Iteration 19Q: 3 clusters Score -4315342 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4315421.500000 Penalty: 4986.109375
	Iteration 20F: 3 clusters Score -4315422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -4315477.500000 Penalty: 4986.109375
	Iteration 21Q: 3 clusters Score -4315478 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -4315537.500000 Penalty: 4986.109375
	Iteration 22Q: 3 clusters Score -4315538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -4315579.500000 Penalty: 4986.109375
	Iteration 23Q: 3 clusters Score -4315580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -4315620.000000 Penalty: 4986.109375
	Iteration 24Q: 3 clusters Score -4315620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4315653.000000 Penalty: 4986.109375
	Iteration 25Q: 3 clusters Score -4315653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -4315682.500000 Penalty: 4986.109375
	Iteration 26Q: 3 clusters Score -4315682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -4315690.000000 Penalty: 4986.109375
	Iteration 27Q: 3 clusters Score -4315690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4315702.000000 Penalty: 4986.109375
	Iteration 28Q: 3 clusters Score -4315702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4315718.000000 Penalty: 4986.109375
	Iteration 29Q: 3 clusters Score -4315718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -4315717.500000 Penalty: 4986.109375
	Iteration 30Q: 3 clusters Score -4315718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -4315730.000000 Penalty: 4986.109375
	Iteration 31Q: 3 clusters Score -4315730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -4315733.000000 Penalty: 4986.109375
	Iteration 32Q: 3 clusters Score -4315733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -4315737.000000 Penalty: 4986.109375
	Iteration 33Q: 3 clusters Score -4315737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4315739.500000 Penalty: 4986.109375
	Iteration 34Q: 3 clusters Score -4315740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -4315738.000000 Penalty: 4986.109375
	Iteration 35Q: 3 clusters Score -4315738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4315739.000000 Penalty: 4986.109375
	Iteration 36Q: 3 clusters Score -4315739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4315739.000000 Penalty: 4986.109375
	Iteration 37F: 3 clusters Score -4315739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -98865.171875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -98865.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -97184.968750 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -97184.97 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97436.820312 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -97436.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97527.210938 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -97527.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97588.406250 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -97588.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97641.515625 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -97641.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97688.468750 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -97688.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97740.960938 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -97740.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97772.007812 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -97772.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97803.117188 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -97803.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97822.414062 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -97822.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -97831.601562 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -97831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -97846.234375 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -97846.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -97859.765625 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -97859.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97873.648438 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -97873.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -97875.890625 Penalty: 3227.609619
	Iteration 14Q: 3 clusters Score -97875.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97878.070312 Penalty: 3227.609619
	Iteration 15Q: 3 clusters Score -97878.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -97881.945312 Penalty: 3227.609619
	Iteration 16Q: 3 clusters Score -97881.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -97890.054688 Penalty: 3227.609619
	Iteration 17Q: 3 clusters Score -97890.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -97890.531250 Penalty: 3227.609619
	Iteration 18Q: 3 clusters Score -97890.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -97891.156250 Penalty: 3227.609619
	Iteration 19Q: 3 clusters Score -97891.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -97892.234375 Penalty: 3227.609619
	Iteration 20F: 3 clusters Score -97892.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -28125.611328 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -28125.61 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 175 members 
Entering Unmasked Estep 
Score: -26992.777344 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -26992.78 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27218.509766 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -27218.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27272.785156 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -27272.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27313.509766 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -27313.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27355.814453 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -27355.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27385.601562 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -27385.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27402.181641 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -27402.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27443.095703 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -27443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27461.865234 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -27461.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27464.818359 Penalty: 2909.768066
	Iteration 9Q: 3 clusters Score -27464.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27465.304688 Penalty: 2909.768066
	Iteration 10Q: 3 clusters Score -27465.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27465.304688 Penalty: 2909.768066
	Iteration 11F: 3 clusters Score -27465.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Entering Unmasked Estep 
Score: -1305859.000000 Penalty: 2193.788574
	Iteration 0F: 2 clusters Score -1305859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1300191.875000 Penalty: 4387.577148
	Iteration 0F: 3 clusters Score -1300192 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1301576.500000 Penalty: 4387.577148
	Iteration 1F: 3 clusters Score -1301576 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1301794.375000 Penalty: 4387.577148
	Iteration 2F: 3 clusters Score -1301794 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1301904.625000 Penalty: 4387.577148
	Iteration 3Q: 3 clusters Score -1301905 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1301983.250000 Penalty: 4387.577148
	Iteration 4Q: 3 clusters Score -1301983 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1302047.375000 Penalty: 4387.577148
	Iteration 5Q: 3 clusters Score -1302047 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1302099.500000 Penalty: 4387.577148
	Iteration 6Q: 3 clusters Score -1302100 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1302140.125000 Penalty: 4387.577148
	Iteration 7Q: 3 clusters Score -1302140 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1302172.875000 Penalty: 4387.577148
	Iteration 8Q: 3 clusters Score -1302173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1302203.250000 Penalty: 4387.577148
	Iteration 9Q: 3 clusters Score -1302203 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1302234.125000 Penalty: 4387.577148
	Iteration 10Q: 3 clusters Score -1302234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1302264.625000 Penalty: 4387.577148
	Iteration 11Q: 3 clusters Score -1302265 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1302317.625000 Penalty: 4387.577148
	Iteration 12Q: 3 clusters Score -1302318 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1302366.250000 Penalty: 4387.577148
	Iteration 13Q: 3 clusters Score -1302366 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1302426.750000 Penalty: 4387.577148
	Iteration 14Q: 3 clusters Score -1302427 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1302495.500000 Penalty: 4387.577148
	Iteration 15Q: 3 clusters Score -1302496 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1302559.750000 Penalty: 4387.577148
	Iteration 16Q: 3 clusters Score -1302560 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1302654.250000 Penalty: 4387.577148
	Iteration 17Q: 3 clusters Score -1302654 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1302755.250000 Penalty: 4387.577148
	Iteration 18Q: 3 clusters Score -1302755 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1302875.500000 Penalty: 4387.577148
	Iteration 19Q: 3 clusters Score -1302876 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1303012.125000 Penalty: 4387.577148
	Iteration 20F: 3 clusters Score -1303012 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1303142.250000 Penalty: 4387.577148
	Iteration 21Q: 3 clusters Score -1303142 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1303260.500000 Penalty: 4387.577148
	Iteration 22Q: 3 clusters Score -1303260 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1303359.000000 Penalty: 4387.577148
	Iteration 23Q: 3 clusters Score -1303359 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1303465.625000 Penalty: 4387.577148
	Iteration 24Q: 3 clusters Score -1303466 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1303559.625000 Penalty: 4387.577148
	Iteration 25Q: 3 clusters Score -1303560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1303627.875000 Penalty: 4387.577148
	Iteration 26Q: 3 clusters Score -1303628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1303680.875000 Penalty: 4387.577148
	Iteration 27Q: 3 clusters Score -1303681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1303724.125000 Penalty: 4387.577148
	Iteration 28Q: 3 clusters Score -1303724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1303748.500000 Penalty: 4387.577148
	Iteration 29Q: 3 clusters Score -1303748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1303766.000000 Penalty: 4387.577148
	Iteration 30Q: 3 clusters Score -1303766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1303783.250000 Penalty: 4387.577148
	Iteration 31Q: 3 clusters Score -1303783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1303808.875000 Penalty: 4387.577148
	Iteration 32Q: 3 clusters Score -1303809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1303833.625000 Penalty: 4387.577148
	Iteration 33Q: 3 clusters Score -1303834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1303853.750000 Penalty: 4387.577148
	Iteration 34Q: 3 clusters Score -1303854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1303868.500000 Penalty: 4387.577148
	Iteration 35Q: 3 clusters Score -1303868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1303878.375000 Penalty: 4387.577148
	Iteration 36Q: 3 clusters Score -1303878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1303894.375000 Penalty: 4387.577148
	Iteration 37Q: 3 clusters Score -1303894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1303909.250000 Penalty: 4387.577148
	Iteration 38Q: 3 clusters Score -1303909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1303919.625000 Penalty: 4387.577148
	Iteration 39Q: 3 clusters Score -1303920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1303926.625000 Penalty: 4387.577148
	Iteration 40F: 3 clusters Score -1303927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1303936.250000 Penalty: 4387.577148
	Iteration 41Q: 3 clusters Score -1303936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1303940.375000 Penalty: 4387.577148
	Iteration 42Q: 3 clusters Score -1303940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1303944.125000 Penalty: 4387.577148
	Iteration 43Q: 3 clusters Score -1303944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1303944.125000 Penalty: 4387.577148
	Iteration 44F: 3 clusters Score -1303944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (47646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Entering Unmasked Estep 
Score: -8890802.000000 Penalty: 2671.345459
	Iteration 0F: 2 clusters Score -8890802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -8859401.000000 Penalty: 5342.690918
	Iteration 0F: 3 clusters Score -8859401 nChanged 22049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -8871487.000000 Penalty: 5342.690918
	Iteration 1F: 3 clusters Score -8871487 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -8871881.000000 Penalty: 5342.690918
	Iteration 2Q: 3 clusters Score -8871881 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -8872197.000000 Penalty: 5342.690918
	Iteration 3Q: 3 clusters Score -8872197 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -8872615.000000 Penalty: 5342.690918
	Iteration 4Q: 3 clusters Score -8872615 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -8873074.000000 Penalty: 5342.690918
	Iteration 5Q: 3 clusters Score -8873074 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -8873545.000000 Penalty: 5342.690918
	Iteration 6Q: 3 clusters Score -8873545 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -8874213.000000 Penalty: 5342.690918
	Iteration 7Q: 3 clusters Score -8874213 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -8875062.000000 Penalty: 5342.690918
	Iteration 8Q: 3 clusters Score -8875062 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -8876217.000000 Penalty: 5342.690918
	Iteration 9Q: 3 clusters Score -8876217 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -8877812.000000 Penalty: 5342.690918
	Iteration 10F: 3 clusters Score -8877812 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -8879481.000000 Penalty: 5342.690918
	Iteration 11F: 3 clusters Score -8879481 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -8880932.000000 Penalty: 5342.690918
	Iteration 12Q: 3 clusters Score -8880932 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -8881832.000000 Penalty: 5342.690918
	Iteration 13Q: 3 clusters Score -8881832 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -8882283.000000 Penalty: 5342.690918
	Iteration 14Q: 3 clusters Score -8882283 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -8882528.000000 Penalty: 5342.690918
	Iteration 15Q: 3 clusters Score -8882528 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -8882716.000000 Penalty: 5342.690918
	Iteration 16Q: 3 clusters Score -8882716 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -8882964.000000 Penalty: 5342.690918
	Iteration 17Q: 3 clusters Score -8882964 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -8883193.000000 Penalty: 5342.690918
	Iteration 18Q: 3 clusters Score -8883193 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -8883508.000000 Penalty: 5342.690918
	Iteration 19Q: 3 clusters Score -8883508 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -8883790.000000 Penalty: 5342.690918
	Iteration 20F: 3 clusters Score -8883790 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -8884137.000000 Penalty: 5342.690918
	Iteration 21Q: 3 clusters Score -8884137 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -8884481.000000 Penalty: 5342.690918
	Iteration 22Q: 3 clusters Score -8884481 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -8884834.000000 Penalty: 5342.690918
	Iteration 23Q: 3 clusters Score -8884834 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -8885217.000000 Penalty: 5342.690918
	Iteration 24Q: 3 clusters Score -8885217 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -8885626.000000 Penalty: 5342.690918
	Iteration 25Q: 3 clusters Score -8885626 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -8886042.000000 Penalty: 5342.690918
	Iteration 26Q: 3 clusters Score -8886042 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -8886397.000000 Penalty: 5342.690918
	Iteration 27Q: 3 clusters Score -8886397 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8886778.000000 Penalty: 5342.690918
	Iteration 28Q: 3 clusters Score -8886778 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -8887096.000000 Penalty: 5342.690918
	Iteration 29Q: 3 clusters Score -8887096 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8887414.000000 Penalty: 5342.690918
	Iteration 30Q: 3 clusters Score -8887414 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -8887656.000000 Penalty: 5342.690918
	Iteration 31Q: 3 clusters Score -8887656 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -8887872.000000 Penalty: 5342.690918
	Iteration 32Q: 3 clusters Score -8887872 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -8887996.000000 Penalty: 5342.690918
	Iteration 33Q: 3 clusters Score -8887996 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -8888094.000000 Penalty: 5342.690918
	Iteration 34Q: 3 clusters Score -8888094 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -8888198.000000 Penalty: 5342.690918
	Iteration 35Q: 3 clusters Score -8888198 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -8888256.000000 Penalty: 5342.690918
	Iteration 36Q: 3 clusters Score -8888256 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -8888331.000000 Penalty: 5342.690918
	Iteration 37Q: 3 clusters Score -8888331 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -8888356.000000 Penalty: 5342.690918
	Iteration 38Q: 3 clusters Score -8888356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -8888414.000000 Penalty: 5342.690918
	Iteration 39Q: 3 clusters Score -8888414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -8888452.000000 Penalty: 5342.690918
	Iteration 40F: 3 clusters Score -8888452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -8888473.000000 Penalty: 5342.690918
	Iteration 41Q: 3 clusters Score -8888473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -8888503.000000 Penalty: 5342.690918
	Iteration 42Q: 3 clusters Score -8888503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -8888513.000000 Penalty: 5342.690918
	Iteration 43Q: 3 clusters Score -8888513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -8888524.000000 Penalty: 5342.690918
	Iteration 44Q: 3 clusters Score -8888524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -8888542.000000 Penalty: 5342.690918
	Iteration 45Q: 3 clusters Score -8888542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -8888545.000000 Penalty: 5342.690918
	Iteration 46Q: 3 clusters Score -8888545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -8888558.000000 Penalty: 5342.690918
	Iteration 47Q: 3 clusters Score -8888558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -8888569.000000 Penalty: 5342.690918
	Iteration 48Q: 3 clusters Score -8888569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -8888569.000000 Penalty: 5342.690918
	Iteration 49Q: 3 clusters Score -8888569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -8888576.000000 Penalty: 5342.690918
	Iteration 50Q: 3 clusters Score -8888576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -8888579.000000 Penalty: 5342.690918
	Iteration 51Q: 3 clusters Score -8888579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -8888579.000000 Penalty: 5342.690918
	Iteration 52Q: 3 clusters Score -8888579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -8888581.000000 Penalty: 5342.690918
	Iteration 53Q: 3 clusters Score -8888581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -8888583.000000 Penalty: 5342.690918
	Iteration 54Q: 3 clusters Score -8888583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -8888585.000000 Penalty: 5342.690918
	Iteration 55Q: 3 clusters Score -8888585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -8888583.000000 Penalty: 5342.690918
	Iteration 56Q: 3 clusters Score -8888583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -8888590.000000 Penalty: 5342.690918
	Iteration 57Q: 3 clusters Score -8888590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -8888587.000000 Penalty: 5342.690918
	Iteration 58Q: 3 clusters Score -8888587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -8888582.000000 Penalty: 5342.690918
	Iteration 59Q: 3 clusters Score -8888582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -8888589.000000 Penalty: 5342.690918
	Iteration 60F: 3 clusters Score -8888589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -8888585.000000 Penalty: 5342.690918
	Iteration 61Q: 3 clusters Score -8888585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -8888597.000000 Penalty: 5342.690918
	Iteration 62Q: 3 clusters Score -8888597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -8888597.000000 Penalty: 5342.690918
	Iteration 63F: 3 clusters Score -8888597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 46102 members 
Mstep: Class 3 contains 35819 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 51778 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 45131 members 
Mstep: Class 9 contains 39413 members 
Mstep: Class 10 contains 28253 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48311 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 38333 members 
Mstep: Class 17 contains 54108 members 
Mstep: Class 18 contains 1925 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 47615 members 
Mstep: Class 23 contains 43172 members 
Mstep: Class 24 contains 23217 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6946 members 
Mstep: Class 28 contains 47646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141392.000000 Penalty: 85816.687500
Iteration 119Q: 27 clusters Score -1.101414e+08 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 46048 members 
Mstep: Class 3 contains 36930 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 51378 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 44926 members 
Mstep: Class 9 contains 39499 members 
Mstep: Class 10 contains 27959 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48214 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 38091 members 
Mstep: Class 17 contains 53947 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 47670 members 
Mstep: Class 23 contains 42889 members 
Mstep: Class 24 contains 23434 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 6999 members 
Mstep: Class 28 contains 47526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141800.000000 Penalty: 85816.687500
Iteration 120F: 27 clusters Score -1.101418e+08 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 46090 members 
Mstep: Class 3 contains 38125 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 51303 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 44568 members 
Mstep: Class 9 contains 39555 members 
Mstep: Class 10 contains 27723 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48127 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 37814 members 
Mstep: Class 17 contains 53759 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 47673 members 
Mstep: Class 23 contains 42502 members 
Mstep: Class 24 contains 23695 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7050 members 
Mstep: Class 28 contains 47307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141608.000000 Penalty: 85816.687500
Iteration 121Q: 27 clusters Score -1.101416e+08 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 46129 members 
Mstep: Class 3 contains 39480 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 51294 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 44186 members 
Mstep: Class 9 contains 39598 members 
Mstep: Class 10 contains 27471 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48037 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 37561 members 
Mstep: Class 17 contains 53477 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47660 members 
Mstep: Class 23 contains 42135 members 
Mstep: Class 24 contains 24003 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7101 members 
Mstep: Class 28 contains 47110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142104.000000 Penalty: 85816.687500
Iteration 122Q: 27 clusters Score -1.101421e+08 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 46084 members 
Mstep: Class 3 contains 40822 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 51242 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 43854 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 27273 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48003 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 37332 members 
Mstep: Class 17 contains 53258 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47624 members 
Mstep: Class 23 contains 41811 members 
Mstep: Class 24 contains 24328 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7152 members 
Mstep: Class 28 contains 46884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142288.000000 Penalty: 85816.687500
Iteration 123Q: 27 clusters Score -1.101423e+08 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 46036 members 
Mstep: Class 3 contains 42197 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51191 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 43555 members 
Mstep: Class 9 contains 39558 members 
Mstep: Class 10 contains 27078 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 47966 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 37179 members 
Mstep: Class 17 contains 52998 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47592 members 
Mstep: Class 23 contains 41474 members 
Mstep: Class 24 contains 24672 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7198 members 
Mstep: Class 28 contains 46746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142672.000000 Penalty: 85816.687500
Iteration 124Q: 27 clusters Score -1.101427e+08 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 46072 members 
Mstep: Class 3 contains 43443 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51157 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 43295 members 
Mstep: Class 9 contains 39514 members 
Mstep: Class 10 contains 26921 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 47954 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 37059 members 
Mstep: Class 17 contains 52712 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47529 members 
Mstep: Class 23 contains 41132 members 
Mstep: Class 24 contains 25002 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 46604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142880.000000 Penalty: 85816.687500
Iteration 125Q: 27 clusters Score -1.101429e+08 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 46080 members 
Mstep: Class 3 contains 44704 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51163 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 43039 members 
Mstep: Class 9 contains 39462 members 
Mstep: Class 10 contains 26787 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 47952 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 37002 members 
Mstep: Class 17 contains 52373 members 
Mstep: Class 18 contains 1925 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47487 members 
Mstep: Class 23 contains 40786 members 
Mstep: Class 24 contains 25311 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7323 members 
Mstep: Class 28 contains 46443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142448.000000 Penalty: 85816.687500
Iteration 126Q: 27 clusters Score -1.101424e+08 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 46093 members 
Mstep: Class 3 contains 46042 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51230 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 42836 members 
Mstep: Class 9 contains 39404 members 
Mstep: Class 10 contains 26662 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 47930 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 36925 members 
Mstep: Class 17 contains 51980 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47491 members 
Mstep: Class 23 contains 40372 members 
Mstep: Class 24 contains 25644 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7387 members 
Mstep: Class 28 contains 46235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142752.000000 Penalty: 85816.687500
Iteration 127Q: 27 clusters Score -1.101428e+08 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 46082 members 
Mstep: Class 3 contains 47393 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51166 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 8 contains 42711 members 
Mstep: Class 9 contains 39316 members 
Mstep: Class 10 contains 26567 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 47903 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 36894 members 
Mstep: Class 17 contains 51590 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47445 members 
Mstep: Class 23 contains 39976 members 
Mstep: Class 24 contains 26008 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7434 members 
Mstep: Class 28 contains 46061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142736.000000 Penalty: 85816.687500
Iteration 128Q: 27 clusters Score -1.101427e+08 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 46172 members 
Mstep: Class 3 contains 49013 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50978 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 8 contains 42641 members 
Mstep: Class 9 contains 39237 members 
Mstep: Class 10 contains 26474 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 47827 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 36872 members 
Mstep: Class 17 contains 51160 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47419 members 
Mstep: Class 23 contains 39593 members 
Mstep: Class 24 contains 26344 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7497 members 
Mstep: Class 28 contains 45803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142088.000000 Penalty: 85816.687500
Iteration 129Q: 27 clusters Score -1.101421e+08 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 46389 members 
Mstep: Class 3 contains 50699 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50986 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 42633 members 
Mstep: Class 9 contains 39152 members 
Mstep: Class 10 contains 26426 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 47849 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 36835 members 
Mstep: Class 17 contains 50720 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47407 members 
Mstep: Class 23 contains 39169 members 
Mstep: Class 24 contains 26716 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7548 members 
Mstep: Class 28 contains 45322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141600.000000 Penalty: 85816.687500
Iteration 130Q: 27 clusters Score -1.101416e+08 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 46778 members 
Mstep: Class 3 contains 52408 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51305 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 42666 members 
Mstep: Class 9 contains 39084 members 
Mstep: Class 10 contains 26359 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 47883 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 36833 members 
Mstep: Class 17 contains 50289 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47401 members 
Mstep: Class 23 contains 38705 members 
Mstep: Class 24 contains 27083 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7580 members 
Mstep: Class 28 contains 44593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140848.000000 Penalty: 85816.687500
Iteration 131Q: 27 clusters Score -1.101408e+08 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 47216 members 
Mstep: Class 3 contains 53835 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51697 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 42763 members 
Mstep: Class 9 contains 39013 members 
Mstep: Class 10 contains 26331 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 47973 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 36906 members 
Mstep: Class 17 contains 49854 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47346 members 
Mstep: Class 23 contains 38217 members 
Mstep: Class 24 contains 27482 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7613 members 
Mstep: Class 28 contains 43821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139824.000000 Penalty: 85816.687500
Iteration 132Q: 27 clusters Score -1.101398e+08 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 47629 members 
Mstep: Class 3 contains 54823 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 52219 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 42942 members 
Mstep: Class 9 contains 38911 members 
Mstep: Class 10 contains 26298 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48116 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 37016 members 
Mstep: Class 17 contains 49422 members 
Mstep: Class 18 contains 1928 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47266 members 
Mstep: Class 23 contains 37862 members 
Mstep: Class 24 contains 27883 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7611 members 
Mstep: Class 28 contains 43107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138904.000000 Penalty: 85816.687500
Iteration 133Q: 27 clusters Score -1.101389e+08 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 47949 members 
Mstep: Class 3 contains 55378 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 52812 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 43156 members 
Mstep: Class 9 contains 38820 members 
Mstep: Class 10 contains 26295 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48345 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 37132 members 
Mstep: Class 17 contains 48964 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47103 members 
Mstep: Class 23 contains 37519 members 
Mstep: Class 24 contains 28329 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7633 members 
Mstep: Class 28 contains 42532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138072.000000 Penalty: 85816.687500
Iteration 134Q: 27 clusters Score -1.101381e+08 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 48306 members 
Mstep: Class 3 contains 55556 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 53328 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 43390 members 
Mstep: Class 9 contains 38730 members 
Mstep: Class 10 contains 26327 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48506 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 37213 members 
Mstep: Class 17 contains 48428 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47043 members 
Mstep: Class 23 contains 37192 members 
Mstep: Class 24 contains 28790 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7626 members 
Mstep: Class 28 contains 42188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136960.000000 Penalty: 85816.687500
Iteration 135Q: 27 clusters Score -1.10137e+08 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 48438 members 
Mstep: Class 3 contains 55595 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 53738 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2683 members 
Mstep: Class 8 contains 43645 members 
Mstep: Class 9 contains 38646 members 
Mstep: Class 10 contains 26369 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48698 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 37314 members 
Mstep: Class 17 contains 47912 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47029 members 
Mstep: Class 23 contains 36885 members 
Mstep: Class 24 contains 29213 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7641 members 
Mstep: Class 28 contains 42006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136544.000000 Penalty: 85816.687500
Iteration 136Q: 27 clusters Score -1.101365e+08 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 48509 members 
Mstep: Class 3 contains 55530 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 53965 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 43933 members 
Mstep: Class 9 contains 38577 members 
Mstep: Class 10 contains 26405 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48844 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 37448 members 
Mstep: Class 17 contains 47431 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47090 members 
Mstep: Class 23 contains 36566 members 
Mstep: Class 24 contains 29531 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7636 members 
Mstep: Class 28 contains 41976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136624.000000 Penalty: 85816.687500
Iteration 137Q: 27 clusters Score -1.101366e+08 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 48440 members 
Mstep: Class 3 contains 55413 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 54125 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 44191 members 
Mstep: Class 9 contains 38572 members 
Mstep: Class 10 contains 26422 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48965 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 37549 members 
Mstep: Class 17 contains 46882 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47158 members 
Mstep: Class 23 contains 36291 members 
Mstep: Class 24 contains 29866 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7676 members 
Mstep: Class 28 contains 42076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136680.000000 Penalty: 85816.687500
Iteration 138Q: 27 clusters Score -1.101367e+08 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 48403 members 
Mstep: Class 3 contains 55246 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 54162 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 44484 members 
Mstep: Class 9 contains 38538 members 
Mstep: Class 10 contains 26432 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 49009 members 
Mstep: Class 14 contains 756 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 37604 members 
Mstep: Class 17 contains 46346 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47247 members 
Mstep: Class 23 contains 35997 members 
Mstep: Class 24 contains 30177 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7726 members 
Mstep: Class 28 contains 42306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136840.000000 Penalty: 85816.687500
Iteration 139Q: 27 clusters Score -1.101368e+08 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 48324 members 
Mstep: Class 3 contains 55065 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 54151 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 44772 members 
Mstep: Class 9 contains 38548 members 
Mstep: Class 10 contains 26480 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48999 members 
Mstep: Class 14 contains 756 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 37648 members 
Mstep: Class 17 contains 45808 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47383 members 
Mstep: Class 23 contains 35698 members 
Mstep: Class 24 contains 30431 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7757 members 
Mstep: Class 28 contains 42608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137760.000000 Penalty: 85816.687500
Iteration 140F: 27 clusters Score -1.101378e+08 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 48271 members 
Mstep: Class 3 contains 55952 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 54039 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 45029 members 
Mstep: Class 9 contains 38591 members 
Mstep: Class 10 contains 26530 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48955 members 
Mstep: Class 14 contains 756 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 37728 members 
Mstep: Class 17 contains 45267 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47470 members 
Mstep: Class 23 contains 35226 members 
Mstep: Class 24 contains 30594 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7813 members 
Mstep: Class 28 contains 42330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136720.000000 Penalty: 85816.687500
Iteration 141Q: 27 clusters Score -1.101367e+08 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 48333 members 
Mstep: Class 3 contains 56219 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 54099 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2666 members 
Mstep: Class 8 contains 45266 members 
Mstep: Class 9 contains 38639 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48981 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 37798 members 
Mstep: Class 17 contains 44725 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47563 members 
Mstep: Class 23 contains 34807 members 
Mstep: Class 24 contains 30720 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7874 members 
Mstep: Class 28 contains 42193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136664.000000 Penalty: 85816.687500
Iteration 142Q: 27 clusters Score -1.101367e+08 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 48410 members 
Mstep: Class 3 contains 56184 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 54143 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 45475 members 
Mstep: Class 9 contains 38702 members 
Mstep: Class 10 contains 26608 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48991 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 37861 members 
Mstep: Class 17 contains 44241 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47613 members 
Mstep: Class 23 contains 34434 members 
Mstep: Class 24 contains 30850 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 7961 members 
Mstep: Class 28 contains 42284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136304.000000 Penalty: 85816.687500
Iteration 143Q: 27 clusters Score -1.101363e+08 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 48475 members 
Mstep: Class 3 contains 56065 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 54114 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2665 members 
Mstep: Class 8 contains 45663 members 
Mstep: Class 9 contains 38732 members 
Mstep: Class 10 contains 26641 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48971 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 43734 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47610 members 
Mstep: Class 23 contains 34034 members 
Mstep: Class 24 contains 30981 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8045 members 
Mstep: Class 28 contains 42561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136248.000000 Penalty: 85816.687500
Iteration 144Q: 27 clusters Score -1.101362e+08 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 48437 members 
Mstep: Class 3 contains 55847 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 53952 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2665 members 
Mstep: Class 8 contains 45802 members 
Mstep: Class 9 contains 38759 members 
Mstep: Class 10 contains 26699 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48955 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 38048 members 
Mstep: Class 17 contains 43201 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47628 members 
Mstep: Class 23 contains 33624 members 
Mstep: Class 24 contains 31154 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8131 members 
Mstep: Class 28 contains 43123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110136672.000000 Penalty: 85816.687500
Iteration 145Q: 27 clusters Score -1.101367e+08 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 48346 members 
Mstep: Class 3 contains 55585 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 53693 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2665 members 
Mstep: Class 8 contains 45861 members 
Mstep: Class 9 contains 38767 members 
Mstep: Class 10 contains 26739 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48935 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 38154 members 
Mstep: Class 17 contains 42705 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47684 members 
Mstep: Class 23 contains 33175 members 
Mstep: Class 24 contains 31281 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8194 members 
Mstep: Class 28 contains 43890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137112.000000 Penalty: 85816.687500
Iteration 146Q: 27 clusters Score -1.101371e+08 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 48294 members 
Mstep: Class 3 contains 55202 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 53380 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 45917 members 
Mstep: Class 9 contains 38778 members 
Mstep: Class 10 contains 26781 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48949 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 38231 members 
Mstep: Class 17 contains 42144 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47686 members 
Mstep: Class 23 contains 32657 members 
Mstep: Class 24 contains 31421 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8254 members 
Mstep: Class 28 contains 44810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137288.000000 Penalty: 85816.687500
Iteration 147Q: 27 clusters Score -1.101373e+08 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 48212 members 
Mstep: Class 3 contains 54704 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 53012 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 45902 members 
Mstep: Class 9 contains 38779 members 
Mstep: Class 10 contains 26823 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48944 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 38375 members 
Mstep: Class 17 contains 41588 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47673 members 
Mstep: Class 23 contains 32036 members 
Mstep: Class 24 contains 31513 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8321 members 
Mstep: Class 28 contains 45884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138296.000000 Penalty: 85816.687500
Iteration 148Q: 27 clusters Score -1.101383e+08 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 48093 members 
Mstep: Class 3 contains 54044 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 52604 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 45763 members 
Mstep: Class 9 contains 38768 members 
Mstep: Class 10 contains 26882 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48915 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 38464 members 
Mstep: Class 17 contains 41007 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47648 members 
Mstep: Class 23 contains 31492 members 
Mstep: Class 24 contains 31652 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8397 members 
Mstep: Class 28 contains 47140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110138920.000000 Penalty: 85816.687500
Iteration 149Q: 27 clusters Score -1.101389e+08 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 47968 members 
Mstep: Class 3 contains 53105 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 52278 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 45544 members 
Mstep: Class 9 contains 38764 members 
Mstep: Class 10 contains 26924 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48829 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 38566 members 
Mstep: Class 17 contains 40449 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47615 members 
Mstep: Class 23 contains 31085 members 
Mstep: Class 24 contains 31779 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8450 members 
Mstep: Class 28 contains 48488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139432.000000 Penalty: 85816.687500
Iteration 150Q: 27 clusters Score -1.101394e+08 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 47862 members 
Mstep: Class 3 contains 52110 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51849 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 45290 members 
Mstep: Class 9 contains 38765 members 
Mstep: Class 10 contains 26960 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48743 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 38653 members 
Mstep: Class 17 contains 39882 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47594 members 
Mstep: Class 23 contains 30697 members 
Mstep: Class 24 contains 31884 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8502 members 
Mstep: Class 28 contains 49818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140072.000000 Penalty: 85816.687500
Iteration 151Q: 27 clusters Score -1.101401e+08 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 47802 members 
Mstep: Class 3 contains 51174 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51526 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 45054 members 
Mstep: Class 9 contains 38764 members 
Mstep: Class 10 contains 26966 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48677 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 38761 members 
Mstep: Class 17 contains 39322 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47551 members 
Mstep: Class 23 contains 30297 members 
Mstep: Class 24 contains 32006 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8537 members 
Mstep: Class 28 contains 50882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140336.000000 Penalty: 85816.687500
Iteration 152Q: 27 clusters Score -1.101403e+08 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 47617 members 
Mstep: Class 3 contains 50567 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51175 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 44809 members 
Mstep: Class 9 contains 38762 members 
Mstep: Class 10 contains 26969 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48627 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 38920 members 
Mstep: Class 17 contains 38753 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47460 members 
Mstep: Class 23 contains 29348 members 
Mstep: Class 24 contains 32170 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8598 members 
Mstep: Class 28 contains 51770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141368.000000 Penalty: 85816.687500
Iteration 153Q: 27 clusters Score -1.101414e+08 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 47392 members 
Mstep: Class 3 contains 50272 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50781 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 44520 members 
Mstep: Class 9 contains 38778 members 
Mstep: Class 10 contains 26968 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48559 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 39075 members 
Mstep: Class 17 contains 38157 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47479 members 
Mstep: Class 23 contains 28136 members 
Mstep: Class 24 contains 32344 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 52499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141712.000000 Penalty: 85816.687500
Iteration 154Q: 27 clusters Score -1.101417e+08 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 47232 members 
Mstep: Class 3 contains 50338 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50390 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 44151 members 
Mstep: Class 9 contains 38820 members 
Mstep: Class 10 contains 26956 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 48532 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 39245 members 
Mstep: Class 17 contains 37617 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47502 members 
Mstep: Class 23 contains 26914 members 
Mstep: Class 24 contains 32445 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8751 members 
Mstep: Class 28 contains 52782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142080.000000 Penalty: 85816.687500
Iteration 155Q: 27 clusters Score -1.101421e+08 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 47125 members 
Mstep: Class 3 contains 50465 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49961 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 43808 members 
Mstep: Class 9 contains 38821 members 
Mstep: Class 10 contains 26951 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 48531 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 39357 members 
Mstep: Class 17 contains 37084 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47521 members 
Mstep: Class 23 contains 25813 members 
Mstep: Class 24 contains 32566 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8825 members 
Mstep: Class 28 contains 52853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142368.000000 Penalty: 85816.687500
Iteration 156Q: 27 clusters Score -1.101424e+08 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 47111 members 
Mstep: Class 3 contains 50663 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49732 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 43426 members 
Mstep: Class 9 contains 38823 members 
Mstep: Class 10 contains 26893 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48511 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 39416 members 
Mstep: Class 17 contains 36564 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47560 members 
Mstep: Class 23 contains 24734 members 
Mstep: Class 24 contains 32699 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 8904 members 
Mstep: Class 28 contains 52617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142792.000000 Penalty: 85816.687500
Iteration 157Q: 27 clusters Score -1.101428e+08 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 47115 members 
Mstep: Class 3 contains 50742 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49680 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 8 contains 43091 members 
Mstep: Class 9 contains 38807 members 
Mstep: Class 10 contains 26812 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48452 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 39453 members 
Mstep: Class 17 contains 36033 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47621 members 
Mstep: Class 23 contains 23768 members 
Mstep: Class 24 contains 32806 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 9014 members 
Mstep: Class 28 contains 52262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142680.000000 Penalty: 85816.687500
Iteration 158Q: 27 clusters Score -1.101427e+08 nChanged 7633
Entering ConstructFrom: 
Score: -110142680.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (49134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Entering Unmasked Estep 
Score: -9201067.000000 Penalty: 2678.971924
	Iteration 0F: 2 clusters Score -9201067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -9169612.000000 Penalty: 5357.943848
	Iteration 0F: 3 clusters Score -9169612 nChanged 22768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -9182351.000000 Penalty: 5357.943848
	Iteration 1F: 3 clusters Score -9182351 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -9182934.000000 Penalty: 5357.943848
	Iteration 2Q: 3 clusters Score -9182934 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -9183412.000000 Penalty: 5357.943848
	Iteration 3Q: 3 clusters Score -9183412 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -9183961.000000 Penalty: 5357.943848
	Iteration 4Q: 3 clusters Score -9183961 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -9184531.000000 Penalty: 5357.943848
	Iteration 5Q: 3 clusters Score -9184531 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -9185384.000000 Penalty: 5357.943848
	Iteration 6Q: 3 clusters Score -9185384 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -9186531.000000 Penalty: 5357.943848
	Iteration 7Q: 3 clusters Score -9186531 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -9188207.000000 Penalty: 5357.943848
	Iteration 8F: 3 clusters Score -9188207 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -9190303.000000 Penalty: 5357.943848
	Iteration 9F: 3 clusters Score -9190303 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -9192563.000000 Penalty: 5357.943848
	Iteration 10F: 3 clusters Score -9192563 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -9194492.000000 Penalty: 5357.943848
	Iteration 11Q: 3 clusters Score -9194492 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -9195805.000000 Penalty: 5357.943848
	Iteration 12Q: 3 clusters Score -9195805 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -9196636.000000 Penalty: 5357.943848
	Iteration 13Q: 3 clusters Score -9196636 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -9197200.000000 Penalty: 5357.943848
	Iteration 14Q: 3 clusters Score -9197200 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -9197523.000000 Penalty: 5357.943848
	Iteration 15Q: 3 clusters Score -9197523 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -9197836.000000 Penalty: 5357.943848
	Iteration 16Q: 3 clusters Score -9197836 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -9198214.000000 Penalty: 5357.943848
	Iteration 17Q: 3 clusters Score -9198214 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -9198573.000000 Penalty: 5357.943848
	Iteration 18Q: 3 clusters Score -9198573 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -9198794.000000 Penalty: 5357.943848
	Iteration 19Q: 3 clusters Score -9198794 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -9198952.000000 Penalty: 5357.943848
	Iteration 20F: 3 clusters Score -9198952 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -9199047.000000 Penalty: 5357.943848
	Iteration 21Q: 3 clusters Score -9199047 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -9199123.000000 Penalty: 5357.943848
	Iteration 22Q: 3 clusters Score -9199123 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -9199202.000000 Penalty: 5357.943848
	Iteration 23Q: 3 clusters Score -9199202 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -9199222.000000 Penalty: 5357.943848
	Iteration 24Q: 3 clusters Score -9199222 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -9199253.000000 Penalty: 5357.943848
	Iteration 25Q: 3 clusters Score -9199253 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -9199268.000000 Penalty: 5357.943848
	Iteration 26Q: 3 clusters Score -9199268 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -9199274.000000 Penalty: 5357.943848
	Iteration 27Q: 3 clusters Score -9199274 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -9199281.000000 Penalty: 5357.943848
	Iteration 28Q: 3 clusters Score -9199281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -9199282.000000 Penalty: 5357.943848
	Iteration 29Q: 3 clusters Score -9199282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -9199269.000000 Penalty: 5357.943848
	Iteration 30Q: 3 clusters Score -9199269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -9199281.000000 Penalty: 5357.943848
	Iteration 31Q: 3 clusters Score -9199281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9199274.000000 Penalty: 5357.943848
	Iteration 32Q: 3 clusters Score -9199274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -9199294.000000 Penalty: 5357.943848
	Iteration 33Q: 3 clusters Score -9199294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -9199273.000000 Penalty: 5357.943848
	Iteration 34Q: 3 clusters Score -9199273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -9199283.000000 Penalty: 5357.943848
	Iteration 35Q: 3 clusters Score -9199283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -9199272.000000 Penalty: 5357.943848
	Iteration 36Q: 3 clusters Score -9199272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -9199251.000000 Penalty: 5357.943848
	Iteration 37Q: 3 clusters Score -9199251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -9199251.000000 Penalty: 5357.943848
	Iteration 38Q: 3 clusters Score -9199251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -9199240.000000 Penalty: 5357.943848
	Iteration 39Q: 3 clusters Score -9199240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -9199255.000000 Penalty: 5357.943848
	Iteration 40F: 3 clusters Score -9199255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -9199248.000000 Penalty: 5357.943848
	Iteration 41Q: 3 clusters Score -9199248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -9199265.000000 Penalty: 5357.943848
	Iteration 42Q: 3 clusters Score -9199265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -9199259.000000 Penalty: 5357.943848
	Iteration 43Q: 3 clusters Score -9199259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -9199251.000000 Penalty: 5357.943848
	Iteration 44Q: 3 clusters Score -9199251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -9199252.000000 Penalty: 5357.943848
	Iteration 45Q: 3 clusters Score -9199252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -9199244.000000 Penalty: 5357.943848
	Iteration 46Q: 3 clusters Score -9199244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -9199244.000000 Penalty: 5357.943848
	Iteration 47F: 3 clusters Score -9199244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Entering Unmasked Estep 
Score: -8836164.000000 Penalty: 2668.386963
	Iteration 0F: 2 clusters Score -8836164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -8806133.000000 Penalty: 5336.773926
	Iteration 0F: 3 clusters Score -8806133 nChanged 21698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -8818281.000000 Penalty: 5336.773926
	Iteration 1F: 3 clusters Score -8818281 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -8818852.000000 Penalty: 5336.773926
	Iteration 2Q: 3 clusters Score -8818852 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -8819657.000000 Penalty: 5336.773926
	Iteration 3Q: 3 clusters Score -8819657 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -8820724.000000 Penalty: 5336.773926
	Iteration 4Q: 3 clusters Score -8820724 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -8822219.000000 Penalty: 5336.773926
	Iteration 5F: 3 clusters Score -8822219 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -8824401.000000 Penalty: 5336.773926
	Iteration 6F: 3 clusters Score -8824401 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -8827150.000000 Penalty: 5336.773926
	Iteration 7F: 3 clusters Score -8827150 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -8829985.000000 Penalty: 5336.773926
	Iteration 8F: 3 clusters Score -8829985 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8831789.000000 Penalty: 5336.773926
	Iteration 9F: 3 clusters Score -8831789 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -8832983.000000 Penalty: 5336.773926
	Iteration 10Q: 3 clusters Score -8832983 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -8833526.000000 Penalty: 5336.773926
	Iteration 11Q: 3 clusters Score -8833526 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -8833733.000000 Penalty: 5336.773926
	Iteration 12Q: 3 clusters Score -8833733 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -8833840.000000 Penalty: 5336.773926
	Iteration 13Q: 3 clusters Score -8833840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -8833874.000000 Penalty: 5336.773926
	Iteration 14Q: 3 clusters Score -8833874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -8833921.000000 Penalty: 5336.773926
	Iteration 15Q: 3 clusters Score -8833921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -8833959.000000 Penalty: 5336.773926
	Iteration 16Q: 3 clusters Score -8833959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -8833981.000000 Penalty: 5336.773926
	Iteration 17Q: 3 clusters Score -8833981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -8833979.000000 Penalty: 5336.773926
	Iteration 18Q: 3 clusters Score -8833979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -8833981.000000 Penalty: 5336.773926
	Iteration 19Q: 3 clusters Score -8833981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -8833986.000000 Penalty: 5336.773926
	Iteration 20F: 3 clusters Score -8833986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Entering Unmasked Estep 
Score: -9451108.000000 Penalty: 2685.620605
	Iteration 0F: 2 clusters Score -9451108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -9420563.000000 Penalty: 5371.241211
	Iteration 0F: 3 clusters Score -9420563 nChanged 23416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -9433691.000000 Penalty: 5371.241211
	Iteration 1F: 3 clusters Score -9433691 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -9434573.000000 Penalty: 5371.241211
	Iteration 2Q: 3 clusters Score -9434573 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -9435760.000000 Penalty: 5371.241211
	Iteration 3Q: 3 clusters Score -9435760 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -9437249.000000 Penalty: 5371.241211
	Iteration 4F: 3 clusters Score -9437249 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -9438993.000000 Penalty: 5371.241211
	Iteration 5F: 3 clusters Score -9438993 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -9441264.000000 Penalty: 5371.241211
	Iteration 6F: 3 clusters Score -9441264 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -9443884.000000 Penalty: 5371.241211
	Iteration 7F: 3 clusters Score -9443884 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -9445865.000000 Penalty: 5371.241211
	Iteration 8F: 3 clusters Score -9445865 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -9446972.000000 Penalty: 5371.241211
	Iteration 9Q: 3 clusters Score -9446972 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -9447486.000000 Penalty: 5371.241211
	Iteration 10Q: 3 clusters Score -9447486 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -9447872.000000 Penalty: 5371.241211
	Iteration 11Q: 3 clusters Score -9447872 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -9448203.000000 Penalty: 5371.241211
	Iteration 12Q: 3 clusters Score -9448203 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -9448438.000000 Penalty: 5371.241211
	Iteration 13Q: 3 clusters Score -9448438 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -9448617.000000 Penalty: 5371.241211
	Iteration 14Q: 3 clusters Score -9448617 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -9448764.000000 Penalty: 5371.241211
	Iteration 15Q: 3 clusters Score -9448764 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -9448978.000000 Penalty: 5371.241211
	Iteration 16Q: 3 clusters Score -9448978 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -9449131.000000 Penalty: 5371.241211
	Iteration 17Q: 3 clusters Score -9449131 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -9449216.000000 Penalty: 5371.241211
	Iteration 18Q: 3 clusters Score -9449216 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -9449329.000000 Penalty: 5371.241211
	Iteration 19Q: 3 clusters Score -9449329 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -9449383.000000 Penalty: 5371.241211
	Iteration 20F: 3 clusters Score -9449383 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -9449454.000000 Penalty: 5371.241211
	Iteration 21Q: 3 clusters Score -9449454 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -9449515.000000 Penalty: 5371.241211
	Iteration 22Q: 3 clusters Score -9449515 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -9449570.000000 Penalty: 5371.241211
	Iteration 23Q: 3 clusters Score -9449570 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -9449632.000000 Penalty: 5371.241211
	Iteration 24Q: 3 clusters Score -9449632 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -9449695.000000 Penalty: 5371.241211
	Iteration 25Q: 3 clusters Score -9449695 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -9449750.000000 Penalty: 5371.241211
	Iteration 26Q: 3 clusters Score -9449750 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -9449823.000000 Penalty: 5371.241211
	Iteration 27Q: 3 clusters Score -9449823 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -9449887.000000 Penalty: 5371.241211
	Iteration 28Q: 3 clusters Score -9449887 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -9449942.000000 Penalty: 5371.241211
	Iteration 29Q: 3 clusters Score -9449942 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -9449980.000000 Penalty: 5371.241211
	Iteration 30Q: 3 clusters Score -9449980 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -9450040.000000 Penalty: 5371.241211
	Iteration 31Q: 3 clusters Score -9450040 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -9450072.000000 Penalty: 5371.241211
	Iteration 32Q: 3 clusters Score -9450072 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -9450073.000000 Penalty: 5371.241211
	Iteration 33Q: 3 clusters Score -9450073 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -9450096.000000 Penalty: 5371.241211
	Iteration 34Q: 3 clusters Score -9450096 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -9450126.000000 Penalty: 5371.241211
	Iteration 35Q: 3 clusters Score -9450126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -9450120.000000 Penalty: 5371.241211
	Iteration 36Q: 3 clusters Score -9450120 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -9450133.000000 Penalty: 5371.241211
	Iteration 37Q: 3 clusters Score -9450133 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -9450159.000000 Penalty: 5371.241211
	Iteration 38Q: 3 clusters Score -9450159 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -9450191.000000 Penalty: 5371.241211
	Iteration 39Q: 3 clusters Score -9450191 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -9450218.000000 Penalty: 5371.241211
	Iteration 40F: 3 clusters Score -9450218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -9450219.000000 Penalty: 5371.241211
	Iteration 41Q: 3 clusters Score -9450219 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -9450216.000000 Penalty: 5371.241211
	Iteration 42Q: 3 clusters Score -9450216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -9450248.000000 Penalty: 5371.241211
	Iteration 43Q: 3 clusters Score -9450248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -9450247.000000 Penalty: 5371.241211
	Iteration 44Q: 3 clusters Score -9450247 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -9450260.000000 Penalty: 5371.241211
	Iteration 45Q: 3 clusters Score -9450260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -9450264.000000 Penalty: 5371.241211
	Iteration 46Q: 3 clusters Score -9450264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -9450251.000000 Penalty: 5371.241211
	Iteration 47Q: 3 clusters Score -9450251 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -9450274.000000 Penalty: 5371.241211
	Iteration 48Q: 3 clusters Score -9450274 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -9450281.000000 Penalty: 5371.241211
	Iteration 49Q: 3 clusters Score -9450281 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -9450303.000000 Penalty: 5371.241211
	Iteration 50Q: 3 clusters Score -9450303 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -9450304.000000 Penalty: 5371.241211
	Iteration 51Q: 3 clusters Score -9450304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -9450312.000000 Penalty: 5371.241211
	Iteration 52Q: 3 clusters Score -9450312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -9450285.000000 Penalty: 5371.241211
	Iteration 53Q: 3 clusters Score -9450285 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -9450278.000000 Penalty: 5371.241211
	Iteration 54Q: 3 clusters Score -9450278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -9450279.000000 Penalty: 5371.241211
	Iteration 55Q: 3 clusters Score -9450279 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -9450276.000000 Penalty: 5371.241211
	Iteration 56Q: 3 clusters Score -9450276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -9450272.000000 Penalty: 5371.241211
	Iteration 57Q: 3 clusters Score -9450272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -9450272.000000 Penalty: 5371.241211
	Iteration 58Q: 3 clusters Score -9450272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -9450299.000000 Penalty: 5371.241211
	Iteration 59Q: 3 clusters Score -9450299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -9450277.000000 Penalty: 5371.241211
	Iteration 60F: 3 clusters Score -9450277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -9450280.000000 Penalty: 5371.241211
	Iteration 61Q: 3 clusters Score -9450280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -9450291.000000 Penalty: 5371.241211
	Iteration 62Q: 3 clusters Score -9450291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -9450285.000000 Penalty: 5371.241211
	Iteration 63Q: 3 clusters Score -9450285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -9450280.000000 Penalty: 5371.241211
	Iteration 64Q: 3 clusters Score -9450280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -9450290.000000 Penalty: 5371.241211
	Iteration 65Q: 3 clusters Score -9450290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -9450282.000000 Penalty: 5371.241211
	Iteration 66Q: 3 clusters Score -9450282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -9450299.000000 Penalty: 5371.241211
	Iteration 67Q: 3 clusters Score -9450299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -9450296.000000 Penalty: 5371.241211
	Iteration 68Q: 3 clusters Score -9450296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -9450296.000000 Penalty: 5371.241211
	Iteration 69Q: 3 clusters Score -9450296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -9450292.000000 Penalty: 5371.241211
	Iteration 70Q: 3 clusters Score -9450292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -9450296.000000 Penalty: 5371.241211
	Iteration 71Q: 3 clusters Score -9450296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -9450291.000000 Penalty: 5371.241211
	Iteration 72Q: 3 clusters Score -9450291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -9450301.000000 Penalty: 5371.241211
	Iteration 73Q: 3 clusters Score -9450301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -9450289.000000 Penalty: 5371.241211
	Iteration 74Q: 3 clusters Score -9450289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -9450290.000000 Penalty: 5371.241211
	Iteration 75Q: 3 clusters Score -9450290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -9450284.000000 Penalty: 5371.241211
	Iteration 76Q: 3 clusters Score -9450284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -9450294.000000 Penalty: 5371.241211
	Iteration 77Q: 3 clusters Score -9450294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -9450288.000000 Penalty: 5371.241211
	Iteration 78Q: 3 clusters Score -9450288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -9450280.000000 Penalty: 5371.241211
	Iteration 79Q: 3 clusters Score -9450280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -9450276.000000 Penalty: 5371.241211
	Iteration 80F: 3 clusters Score -9450276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -9450284.000000 Penalty: 5371.241211
	Iteration 81Q: 3 clusters Score -9450284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -9450295.000000 Penalty: 5371.241211
	Iteration 82Q: 3 clusters Score -9450295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -9450285.000000 Penalty: 5371.241211
	Iteration 83Q: 3 clusters Score -9450285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -9450288.000000 Penalty: 5371.241211
	Iteration 84Q: 3 clusters Score -9450288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -9450289.000000 Penalty: 5371.241211
	Iteration 85Q: 3 clusters Score -9450289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -9450287.000000 Penalty: 5371.241211
	Iteration 86Q: 3 clusters Score -9450287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -9450284.000000 Penalty: 5371.241211
	Iteration 87Q: 3 clusters Score -9450284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -9450287.000000 Penalty: 5371.241211
	Iteration 88Q: 3 clusters Score -9450287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -9450288.000000 Penalty: 5371.241211
	Iteration 89Q: 3 clusters Score -9450288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -9450284.000000 Penalty: 5371.241211
	Iteration 90Q: 3 clusters Score -9450284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -9450286.000000 Penalty: 5371.241211
	Iteration 91Q: 3 clusters Score -9450286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -9450285.000000 Penalty: 5371.241211
	Iteration 92Q: 3 clusters Score -9450285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -9450284.000000 Penalty: 5371.241211
	Iteration 93Q: 3 clusters Score -9450284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -9450281.000000 Penalty: 5371.241211
	Iteration 94Q: 3 clusters Score -9450281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -9450281.000000 Penalty: 5371.241211
	Iteration 95F: 3 clusters Score -9450281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -69313.640625 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -69313.64 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 210 members 
Entering Unmasked Estep 
Score: -68003.976562 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -68003.98 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68268.328125 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -68268.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68384.101562 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -68384.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68482.476562 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -68482.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68521.164062 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -68521.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68553.703125 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -68553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68619.328125 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -68619.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68732.023438 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -68732.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68800.609375 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -68800.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68851.382812 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -68851.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68867.945312 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -68867.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68886.468750 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -68886.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68888.656250 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -68888.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68892.070312 Penalty: 3026.869141
	Iteration 13Q: 3 clusters Score -68892.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68898.757812 Penalty: 3026.869141
	Iteration 14Q: 3 clusters Score -68898.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68898.757812 Penalty: 3026.869141
	Iteration 15F: 3 clusters Score -68898.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Entering Unmasked Estep 
Score: -9295987.000000 Penalty: 2681.328125
	Iteration 0F: 2 clusters Score -9295987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -9265577.000000 Penalty: 5362.656250
	Iteration 0F: 3 clusters Score -9265577 nChanged 22926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -9278383.000000 Penalty: 5362.656250
	Iteration 1F: 3 clusters Score -9278383 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -9279218.000000 Penalty: 5362.656250
	Iteration 2F: 3 clusters Score -9279218 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -9280351.000000 Penalty: 5362.656250
	Iteration 3F: 3 clusters Score -9280351 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -9281843.000000 Penalty: 5362.656250
	Iteration 4F: 3 clusters Score -9281843 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -9283829.000000 Penalty: 5362.656250
	Iteration 5F: 3 clusters Score -9283829 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -9286318.000000 Penalty: 5362.656250
	Iteration 6F: 3 clusters Score -9286318 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -9289003.000000 Penalty: 5362.656250
	Iteration 7F: 3 clusters Score -9289003 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -9291507.000000 Penalty: 5362.656250
	Iteration 8Q: 3 clusters Score -9291507 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -9293140.000000 Penalty: 5362.656250
	Iteration 9Q: 3 clusters Score -9293140 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -9293793.000000 Penalty: 5362.656250
	Iteration 10Q: 3 clusters Score -9293793 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -9294102.000000 Penalty: 5362.656250
	Iteration 11Q: 3 clusters Score -9294102 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -9294255.000000 Penalty: 5362.656250
	Iteration 12Q: 3 clusters Score -9294255 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -9294430.000000 Penalty: 5362.656250
	Iteration 13Q: 3 clusters Score -9294430 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -9294552.000000 Penalty: 5362.656250
	Iteration 14Q: 3 clusters Score -9294552 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -9294575.000000 Penalty: 5362.656250
	Iteration 15Q: 3 clusters Score -9294575 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -9294633.000000 Penalty: 5362.656250
	Iteration 16Q: 3 clusters Score -9294633 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -9294665.000000 Penalty: 5362.656250
	Iteration 17Q: 3 clusters Score -9294665 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -9294717.000000 Penalty: 5362.656250
	Iteration 18Q: 3 clusters Score -9294717 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -9294711.000000 Penalty: 5362.656250
	Iteration 19Q: 3 clusters Score -9294711 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -9294719.000000 Penalty: 5362.656250
	Iteration 20F: 3 clusters Score -9294719 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -9294719.000000 Penalty: 5362.656250
	Iteration 21Q: 3 clusters Score -9294719 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -9294724.000000 Penalty: 5362.656250
	Iteration 22Q: 3 clusters Score -9294724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -9294737.000000 Penalty: 5362.656250
	Iteration 23Q: 3 clusters Score -9294737 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -9294720.000000 Penalty: 5362.656250
	Iteration 24Q: 3 clusters Score -9294720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -9294718.000000 Penalty: 5362.656250
	Iteration 25Q: 3 clusters Score -9294718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -9294718.000000 Penalty: 5362.656250
	Iteration 26Q: 3 clusters Score -9294718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -9294708.000000 Penalty: 5362.656250
	Iteration 27Q: 3 clusters Score -9294708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -9294704.000000 Penalty: 5362.656250
	Iteration 28Q: 3 clusters Score -9294704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -9294715.000000 Penalty: 5362.656250
	Iteration 29Q: 3 clusters Score -9294715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -9294711.000000 Penalty: 5362.656250
	Iteration 30Q: 3 clusters Score -9294711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -9294727.000000 Penalty: 5362.656250
	Iteration 31Q: 3 clusters Score -9294727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -9294728.000000 Penalty: 5362.656250
	Iteration 32Q: 3 clusters Score -9294728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -9294711.000000 Penalty: 5362.656250
	Iteration 33Q: 3 clusters Score -9294711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -9294733.000000 Penalty: 5362.656250
	Iteration 34Q: 3 clusters Score -9294733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -9294724.000000 Penalty: 5362.656250
	Iteration 35Q: 3 clusters Score -9294724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -9294724.000000 Penalty: 5362.656250
	Iteration 36Q: 3 clusters Score -9294724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -9294730.000000 Penalty: 5362.656250
	Iteration 37Q: 3 clusters Score -9294730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -9294737.000000 Penalty: 5362.656250
	Iteration 38Q: 3 clusters Score -9294737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -9294740.000000 Penalty: 5362.656250
	Iteration 39Q: 3 clusters Score -9294740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -9294719.000000 Penalty: 5362.656250
	Iteration 40F: 3 clusters Score -9294719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -9294723.000000 Penalty: 5362.656250
	Iteration 41Q: 3 clusters Score -9294723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -9294728.000000 Penalty: 5362.656250
	Iteration 42Q: 3 clusters Score -9294728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -9294717.000000 Penalty: 5362.656250
	Iteration 43Q: 3 clusters Score -9294717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -9294722.000000 Penalty: 5362.656250
	Iteration 44Q: 3 clusters Score -9294722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -9294719.000000 Penalty: 5362.656250
	Iteration 45Q: 3 clusters Score -9294719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -9294722.000000 Penalty: 5362.656250
	Iteration 46Q: 3 clusters Score -9294722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -9294715.000000 Penalty: 5362.656250
	Iteration 47Q: 3 clusters Score -9294715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -9294714.000000 Penalty: 5362.656250
	Iteration 48Q: 3 clusters Score -9294714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -9294708.000000 Penalty: 5362.656250
	Iteration 49Q: 3 clusters Score -9294708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -9294709.000000 Penalty: 5362.656250
	Iteration 50Q: 3 clusters Score -9294709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -9294709.000000 Penalty: 5362.656250
	Iteration 51F: 3 clusters Score -9294709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -56560.054688 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -56560.05 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 160 members 
Entering Unmasked Estep 
Score: -55245.332031 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -55245.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -55402.125000 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -55402.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -55472.812500 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -55472.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -55519.894531 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -55519.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -55539.917969 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -55539.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -55544.773438 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -55544.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -55544.773438 Penalty: 2877.850586
	Iteration 6F: 3 clusters Score -55544.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Entering Unmasked Estep 
Score: -475653.937500 Penalty: 1955.561646
	Iteration 0F: 2 clusters Score -475653.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -472626.218750 Penalty: 3911.123291
	Iteration 0F: 3 clusters Score -472626.2 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -473168.906250 Penalty: 3911.123291
	Iteration 1F: 3 clusters Score -473168.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -473286.000000 Penalty: 3911.123291
	Iteration 2F: 3 clusters Score -473286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -473357.687500 Penalty: 3911.123291
	Iteration 3Q: 3 clusters Score -473357.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -473409.187500 Penalty: 3911.123291
	Iteration 4Q: 3 clusters Score -473409.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -473448.000000 Penalty: 3911.123291
	Iteration 5Q: 3 clusters Score -473448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -473469.843750 Penalty: 3911.123291
	Iteration 6Q: 3 clusters Score -473469.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -473491.875000 Penalty: 3911.123291
	Iteration 7Q: 3 clusters Score -473491.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -473505.281250 Penalty: 3911.123291
	Iteration 8Q: 3 clusters Score -473505.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -473516.937500 Penalty: 3911.123291
	Iteration 9Q: 3 clusters Score -473516.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -473521.468750 Penalty: 3911.123291
	Iteration 10Q: 3 clusters Score -473521.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -473524.593750 Penalty: 3911.123291
	Iteration 11Q: 3 clusters Score -473524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -473527.375000 Penalty: 3911.123291
	Iteration 12Q: 3 clusters Score -473527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -473528.687500 Penalty: 3911.123291
	Iteration 13Q: 3 clusters Score -473528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -473529.562500 Penalty: 3911.123291
	Iteration 14Q: 3 clusters Score -473529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -473531.156250 Penalty: 3911.123291
	Iteration 15Q: 3 clusters Score -473531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -473533.125000 Penalty: 3911.123291
	Iteration 16Q: 3 clusters Score -473533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -473536.593750 Penalty: 3911.123291
	Iteration 17Q: 3 clusters Score -473536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -473540.312500 Penalty: 3911.123291
	Iteration 18Q: 3 clusters Score -473540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -473541.156250 Penalty: 3911.123291
	Iteration 19Q: 3 clusters Score -473541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -473540.875000 Penalty: 3911.123291
	Iteration 20F: 3 clusters Score -473540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -473540.937500 Penalty: 3911.123291
	Iteration 21Q: 3 clusters Score -473540.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -473540.937500 Penalty: 3911.123291
	Iteration 22F: 3 clusters Score -473540.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Entering Unmasked Estep 
Score: -7943202.000000 Penalty: 2644.454834
	Iteration 0F: 2 clusters Score -7943202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -7915165.000000 Penalty: 5288.909668
	Iteration 0F: 3 clusters Score -7915165 nChanged 19522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -7925855.000000 Penalty: 5288.909668
	Iteration 1F: 3 clusters Score -7925855 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -7926347.000000 Penalty: 5288.909668
	Iteration 2Q: 3 clusters Score -7926347 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -7926807.500000 Penalty: 5288.909668
	Iteration 3Q: 3 clusters Score -7926808 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -7927210.000000 Penalty: 5288.909668
	Iteration 4Q: 3 clusters Score -7927210 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -7927633.500000 Penalty: 5288.909668
	Iteration 5Q: 3 clusters Score -7927634 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -7928080.000000 Penalty: 5288.909668
	Iteration 6Q: 3 clusters Score -7928080 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -7928602.500000 Penalty: 5288.909668
	Iteration 7Q: 3 clusters Score -7928602 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -7929298.000000 Penalty: 5288.909668
	Iteration 8Q: 3 clusters Score -7929298 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -7930276.500000 Penalty: 5288.909668
	Iteration 9Q: 3 clusters Score -7930276 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -7931622.000000 Penalty: 5288.909668
	Iteration 10Q: 3 clusters Score -7931622 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -7933153.500000 Penalty: 5288.909668
	Iteration 11F: 3 clusters Score -7933154 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -7934420.000000 Penalty: 5288.909668
	Iteration 12Q: 3 clusters Score -7934420 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -7935156.000000 Penalty: 5288.909668
	Iteration 13Q: 3 clusters Score -7935156 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -7935526.500000 Penalty: 5288.909668
	Iteration 14Q: 3 clusters Score -7935526 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -7935782.500000 Penalty: 5288.909668
	Iteration 15Q: 3 clusters Score -7935782 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -7935933.000000 Penalty: 5288.909668
	Iteration 16Q: 3 clusters Score -7935933 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -7936154.500000 Penalty: 5288.909668
	Iteration 17Q: 3 clusters Score -7936154 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -7936374.000000 Penalty: 5288.909668
	Iteration 18Q: 3 clusters Score -7936374 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -7936594.000000 Penalty: 5288.909668
	Iteration 19Q: 3 clusters Score -7936594 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -7936826.500000 Penalty: 5288.909668
	Iteration 20F: 3 clusters Score -7936826 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -7937088.500000 Penalty: 5288.909668
	Iteration 21Q: 3 clusters Score -7937088 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -7937437.000000 Penalty: 5288.909668
	Iteration 22Q: 3 clusters Score -7937437 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -7937759.500000 Penalty: 5288.909668
	Iteration 23Q: 3 clusters Score -7937760 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -7938095.500000 Penalty: 5288.909668
	Iteration 24Q: 3 clusters Score -7938096 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -7938485.000000 Penalty: 5288.909668
	Iteration 25Q: 3 clusters Score -7938485 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -7938831.000000 Penalty: 5288.909668
	Iteration 26Q: 3 clusters Score -7938831 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -7939239.500000 Penalty: 5288.909668
	Iteration 27Q: 3 clusters Score -7939240 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -7939603.000000 Penalty: 5288.909668
	Iteration 28Q: 3 clusters Score -7939603 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -7939972.500000 Penalty: 5288.909668
	Iteration 29Q: 3 clusters Score -7939972 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -7940258.000000 Penalty: 5288.909668
	Iteration 30Q: 3 clusters Score -7940258 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -7940453.000000 Penalty: 5288.909668
	Iteration 31Q: 3 clusters Score -7940453 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -7940656.000000 Penalty: 5288.909668
	Iteration 32Q: 3 clusters Score -7940656 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -7940779.500000 Penalty: 5288.909668
	Iteration 33Q: 3 clusters Score -7940780 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -7940861.500000 Penalty: 5288.909668
	Iteration 34Q: 3 clusters Score -7940862 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -7940946.500000 Penalty: 5288.909668
	Iteration 35Q: 3 clusters Score -7940946 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -7941046.000000 Penalty: 5288.909668
	Iteration 36Q: 3 clusters Score -7941046 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -7941107.000000 Penalty: 5288.909668
	Iteration 37Q: 3 clusters Score -7941107 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -7941156.000000 Penalty: 5288.909668
	Iteration 38Q: 3 clusters Score -7941156 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -7941211.500000 Penalty: 5288.909668
	Iteration 39Q: 3 clusters Score -7941212 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -7941254.000000 Penalty: 5288.909668
	Iteration 40F: 3 clusters Score -7941254 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -7941303.500000 Penalty: 5288.909668
	Iteration 41Q: 3 clusters Score -7941304 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -7941317.500000 Penalty: 5288.909668
	Iteration 42Q: 3 clusters Score -7941318 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -7941330.000000 Penalty: 5288.909668
	Iteration 43Q: 3 clusters Score -7941330 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -7941381.500000 Penalty: 5288.909668
	Iteration 44Q: 3 clusters Score -7941382 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -7941378.000000 Penalty: 5288.909668
	Iteration 45Q: 3 clusters Score -7941378 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -7941386.500000 Penalty: 5288.909668
	Iteration 46Q: 3 clusters Score -7941386 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -7941395.000000 Penalty: 5288.909668
	Iteration 47Q: 3 clusters Score -7941395 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -7941371.500000 Penalty: 5288.909668
	Iteration 48Q: 3 clusters Score -7941372 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -7941351.500000 Penalty: 5288.909668
	Iteration 49Q: 3 clusters Score -7941352 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7941331.500000 Penalty: 5288.909668
	Iteration 50Q: 3 clusters Score -7941332 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -7941307.000000 Penalty: 5288.909668
	Iteration 51Q: 3 clusters Score -7941307 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -7941301.000000 Penalty: 5288.909668
	Iteration 52Q: 3 clusters Score -7941301 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -7941285.500000 Penalty: 5288.909668
	Iteration 53Q: 3 clusters Score -7941286 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7941244 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7941230 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7941250.500000 Penalty: 5288.909668
	Iteration 56Q: 3 clusters Score -7941250 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7941255.000000 Penalty: 5288.909668
	Iteration 57Q: 3 clusters Score -7941255 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7941254.000000 Penalty: 5288.909668
	Iteration 58Q: 3 clusters Score -7941254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7941241.500000 Penalty: 5288.909668
	Iteration 59Q: 3 clusters Score -7941242 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7941245.000000 Penalty: 5288.909668
	Iteration 60F: 3 clusters Score -7941245 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7941220.500000 Penalty: 5288.909668
	Iteration 61Q: 3 clusters Score -7941220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7941213.000000 Penalty: 5288.909668
	Iteration 62Q: 3 clusters Score -7941213 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7941211.500000 Penalty: 5288.909668
	Iteration 63Q: 3 clusters Score -7941212 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7941219.000000 Penalty: 5288.909668
	Iteration 64Q: 3 clusters Score -7941219 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7941221.500000 Penalty: 5288.909668
	Iteration 65Q: 3 clusters Score -7941222 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7941223.500000 Penalty: 5288.909668
	Iteration 66Q: 3 clusters Score -7941224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7941231.500000 Penalty: 5288.909668
	Iteration 67Q: 3 clusters Score -7941232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7941241.500000 Penalty: 5288.909668
	Iteration 68Q: 3 clusters Score -7941242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7941243.000000 Penalty: 5288.909668
	Iteration 69Q: 3 clusters Score -7941243 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7941248.500000 Penalty: 5288.909668
	Iteration 70Q: 3 clusters Score -7941248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7941235.500000 Penalty: 5288.909668
	Iteration 71Q: 3 clusters Score -7941236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7941225.000000 Penalty: 5288.909668
	Iteration 72Q: 3 clusters Score -7941225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7941231.000000 Penalty: 5288.909668
	Iteration 73Q: 3 clusters Score -7941231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7941242.000000 Penalty: 5288.909668
	Iteration 74Q: 3 clusters Score -7941242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7941240.500000 Penalty: 5288.909668
	Iteration 75Q: 3 clusters Score -7941240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7941240.500000 Penalty: 5288.909668
	Iteration 76Q: 3 clusters Score -7941240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7941226.000000 Penalty: 5288.909668
	Iteration 77Q: 3 clusters Score -7941226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7941231.500000 Penalty: 5288.909668
	Iteration 78Q: 3 clusters Score -7941232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7941239.000000 Penalty: 5288.909668
	Iteration 79Q: 3 clusters Score -7941239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7941230.000000 Penalty: 5288.909668
	Iteration 80F: 3 clusters Score -7941230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7941239.500000 Penalty: 5288.909668
	Iteration 81Q: 3 clusters Score -7941240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7941229.500000 Penalty: 5288.909668
	Iteration 82Q: 3 clusters Score -7941230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7941229.000000 Penalty: 5288.909668
	Iteration 83Q: 3 clusters Score -7941229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7941230.000000 Penalty: 5288.909668
	Iteration 84Q: 3 clusters Score -7941230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7941238.000000 Penalty: 5288.909668
	Iteration 85Q: 3 clusters Score -7941238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7941231.500000 Penalty: 5288.909668
	Iteration 86Q: 3 clusters Score -7941232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7941239.500000 Penalty: 5288.909668
	Iteration 87Q: 3 clusters Score -7941240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7941237.500000 Penalty: 5288.909668
	Iteration 88Q: 3 clusters Score -7941238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7941245.500000 Penalty: 5288.909668
	Iteration 89Q: 3 clusters Score -7941246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7941235.000000 Penalty: 5288.909668
	Iteration 90Q: 3 clusters Score -7941235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7941234.000000 Penalty: 5288.909668
	Iteration 91Q: 3 clusters Score -7941234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7941232.000000 Penalty: 5288.909668
	Iteration 92Q: 3 clusters Score -7941232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7941235.500000 Penalty: 5288.909668
	Iteration 93Q: 3 clusters Score -7941236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7941236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7941233.500000 Penalty: 5288.909668
	Iteration 95Q: 3 clusters Score -7941234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7941241.500000 Penalty: 5288.909668
	Iteration 96Q: 3 clusters Score -7941242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7941238.000000 Penalty: 5288.909668
	Iteration 97Q: 3 clusters Score -7941238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7941228.500000 Penalty: 5288.909668
	Iteration 98Q: 3 clusters Score -7941228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7941225.000000 Penalty: 5288.909668
	Iteration 99Q: 3 clusters Score -7941225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7941232.000000 Penalty: 5288.909668
	Iteration 100F: 3 clusters Score -7941232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7941234.500000 Penalty: 5288.909668
	Iteration 101Q: 3 clusters Score -7941234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7941235.000000 Penalty: 5288.909668
	Iteration 102Q: 3 clusters Score -7941235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7941235.500000 Penalty: 5288.909668
	Iteration 103Q: 3 clusters Score -7941236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7941246.000000 Penalty: 5288.909668
	Iteration 104Q: 3 clusters Score -7941246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7941239.000000 Penalty: 5288.909668
	Iteration 105Q: 3 clusters Score -7941239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7941243.000000 Penalty: 5288.909668
	Iteration 106Q: 3 clusters Score -7941243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7941253.500000 Penalty: 5288.909668
	Iteration 107Q: 3 clusters Score -7941254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7941248.000000 Penalty: 5288.909668
	Iteration 108Q: 3 clusters Score -7941248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7941240.500000 Penalty: 5288.909668
	Iteration 109Q: 3 clusters Score -7941240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7941233.500000 Penalty: 5288.909668
	Iteration 110Q: 3 clusters Score -7941234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7941238.000000 Penalty: 5288.909668
	Iteration 111Q: 3 clusters Score -7941238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7941232.000000 Penalty: 5288.909668
	Iteration 112Q: 3 clusters Score -7941232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7941232.000000 Penalty: 5288.909668
	Iteration 113Q: 3 clusters Score -7941232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7941237.500000 Penalty: 5288.909668
	Iteration 114Q: 3 clusters Score -7941238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7941232.000000 Penalty: 5288.909668
	Iteration 115Q: 3 clusters Score -7941232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7941232.000000 Penalty: 5288.909668
	Iteration 116Q: 3 clusters Score -7941232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7941234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7941236 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
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	Iteration 119F: 3 clusters Score -7941236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38810 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -7023148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6996806 nChanged 17743
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7006306 nChanged 1623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7006732 nChanged 1484
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7007242 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -7007754.000000 Penalty: 5240.950684
	Iteration 4Q: 3 clusters Score -7007754 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -7008474.000000 Penalty: 5240.950684
	Iteration 5Q: 3 clusters Score -7008474 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -7009565.000000 Penalty: 5240.950684
	Iteration 6F: 3 clusters Score -7009565 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -7011067.500000 Penalty: 5240.950684
	Iteration 7F: 3 clusters Score -7011068 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -7013182.000000 Penalty: 5240.950684
	Iteration 8F: 3 clusters Score -7013182 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -7015593.000000 Penalty: 5240.950684
	Iteration 9F: 3 clusters Score -7015593 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7017769.500000 Penalty: 5240.950684
	Iteration 10F: 3 clusters Score -7017770 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7019178.000000 Penalty: 5240.950684
	Iteration 11Q: 3 clusters Score -7019178 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7019981.500000 Penalty: 5240.950684
	Iteration 12Q: 3 clusters Score -7019982 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7020348.500000 Penalty: 5240.950684
	Iteration 13Q: 3 clusters Score -7020348 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7020521.000000 Penalty: 5240.950684
	Iteration 14Q: 3 clusters Score -7020521 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7020656.000000 Penalty: 5240.950684
	Iteration 15Q: 3 clusters Score -7020656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7020729.000000 Penalty: 5240.950684
	Iteration 16Q: 3 clusters Score -7020729 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7020750.500000 Penalty: 5240.950684
	Iteration 17Q: 3 clusters Score -7020750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7020796.500000 Penalty: 5240.950684
	Iteration 18Q: 3 clusters Score -7020796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7020838.500000 Penalty: 5240.950684
	Iteration 19Q: 3 clusters Score -7020838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7020851.000000 Penalty: 5240.950684
	Iteration 20F: 3 clusters Score -7020851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7020879.500000 Penalty: 5240.950684
	Iteration 21Q: 3 clusters Score -7020880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7020885.500000 Penalty: 5240.950684
	Iteration 22Q: 3 clusters Score -7020886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7020896.000000 Penalty: 5240.950684
	Iteration 23Q: 3 clusters Score -7020896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7020912.000000 Penalty: 5240.950684
	Iteration 24Q: 3 clusters Score -7020912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7020912.000000 Penalty: 5240.950684
	Iteration 25Q: 3 clusters Score -7020912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7020915.500000 Penalty: 5240.950684
	Iteration 26Q: 3 clusters Score -7020916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7020922.000000 Penalty: 5240.950684
	Iteration 27Q: 3 clusters Score -7020922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7020921.000000 Penalty: 5240.950684
	Iteration 28Q: 3 clusters Score -7020921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7020920.000000 Penalty: 5240.950684
	Iteration 29Q: 3 clusters Score -7020920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7020920.000000 Penalty: 5240.950684
	Iteration 30F: 3 clusters Score -7020920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Entering Unmasked Estep 
Score: -4963111.000000 Penalty: 2528.285889
	Iteration 0F: 2 clusters Score -4963111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4944580.500000 Penalty: 5056.571777
	Iteration 0F: 3 clusters Score -4944580 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4951088.000000 Penalty: 5056.571777
	Iteration 1F: 3 clusters Score -4951088 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4951594.000000 Penalty: 5056.571777
	Iteration 2F: 3 clusters Score -4951594 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -4952153.500000 Penalty: 5056.571777
	Iteration 3Q: 3 clusters Score -4952154 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4952890.000000 Penalty: 5056.571777
	Iteration 4F: 3 clusters Score -4952890 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4953876.500000 Penalty: 5056.571777
	Iteration 5F: 3 clusters Score -4953876 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -4955171.000000 Penalty: 5056.571777
	Iteration 6F: 3 clusters Score -4955171 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -4956660.500000 Penalty: 5056.571777
	Iteration 7F: 3 clusters Score -4956660 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -4958091.000000 Penalty: 5056.571777
	Iteration 8F: 3 clusters Score -4958091 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4959242.500000 Penalty: 5056.571777
	Iteration 9Q: 3 clusters Score -4959242 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -4959994.000000 Penalty: 5056.571777
	Iteration 10Q: 3 clusters Score -4959994 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -4960402.000000 Penalty: 5056.571777
	Iteration 11Q: 3 clusters Score -4960402 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -4960594.500000 Penalty: 5056.571777
	Iteration 12Q: 3 clusters Score -4960594 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -4960696.000000 Penalty: 5056.571777
	Iteration 13Q: 3 clusters Score -4960696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -4960742.500000 Penalty: 5056.571777
	Iteration 14Q: 3 clusters Score -4960742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -4960766.500000 Penalty: 5056.571777
	Iteration 15Q: 3 clusters Score -4960766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -4960788.500000 Penalty: 5056.571777
	Iteration 16Q: 3 clusters Score -4960788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4960809.500000 Penalty: 5056.571777
	Iteration 17Q: 3 clusters Score -4960810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -4960814.500000 Penalty: 5056.571777
	Iteration 18Q: 3 clusters Score -4960814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -4960822.500000 Penalty: 5056.571777
	Iteration 19Q: 3 clusters Score -4960822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -4960824.000000 Penalty: 5056.571777
	Iteration 20F: 3 clusters Score -4960824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -4960839.000000 Penalty: 5056.571777
	Iteration 21Q: 3 clusters Score -4960839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -4960840.000000 Penalty: 5056.571777
	Iteration 22Q: 3 clusters Score -4960840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -4960853.500000 Penalty: 5056.571777
	Iteration 23Q: 3 clusters Score -4960854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -4960859.000000 Penalty: 5056.571777
	Iteration 24Q: 3 clusters Score -4960859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -4960855.000000 Penalty: 5056.571777
	Iteration 25Q: 3 clusters Score -4960855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -4960862.500000 Penalty: 5056.571777
	Iteration 26Q: 3 clusters Score -4960862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -4960870.000000 Penalty: 5056.571777
	Iteration 27Q: 3 clusters Score -4960870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -4960897.000000 Penalty: 5056.571777
	Iteration 28Q: 3 clusters Score -4960897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -4960910.000000 Penalty: 5056.571777
	Iteration 29Q: 3 clusters Score -4960910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -4960918.000000 Penalty: 5056.571777
	Iteration 30Q: 3 clusters Score -4960918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -4960922.000000 Penalty: 5056.571777
	Iteration 31Q: 3 clusters Score -4960922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -4960935.000000 Penalty: 5056.571777
	Iteration 32Q: 3 clusters Score -4960935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -4960935.000000 Penalty: 5056.571777
	Iteration 33F: 3 clusters Score -4960935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -175866.781250 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -175866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -173876.343750 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -173876.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -174294.140625 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -174294.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -174529.796875 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -174529.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -174762.921875 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -174762.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -174884.765625 Penalty: 3460.268555
	Iteration 4F: 3 clusters Score -174884.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -174970.531250 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -174970.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -175038.890625 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -175038.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -175077.828125 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -175077.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -175119.500000 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -175119.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -175161.187500 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -175161.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -175205.015625 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -175205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -175245.687500 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -175245.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -175268.265625 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -175268.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -175281.265625 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -175281.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -175291.031250 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -175291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -175300.890625 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -175300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -175314.046875 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -175314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -175323.687500 Penalty: 3460.268555
	Iteration 17Q: 3 clusters Score -175323.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -175328.281250 Penalty: 3460.268555
	Iteration 18Q: 3 clusters Score -175328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -175331.859375 Penalty: 3460.268555
	Iteration 19Q: 3 clusters Score -175331.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -175331.859375 Penalty: 3460.268555
	Iteration 20F: 3 clusters Score -175331.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Entering Unmasked Estep 
Score: -9008385.000000 Penalty: 2675.234131
	Iteration 0F: 2 clusters Score -9008385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -8978055.000000 Penalty: 5350.468262
	Iteration 0F: 3 clusters Score -8978055 nChanged 22217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -8990478.000000 Penalty: 5350.468262
	Iteration 1F: 3 clusters Score -8990478 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -8991194.000000 Penalty: 5350.468262
	Iteration 2Q: 3 clusters Score -8991194 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -8992039.000000 Penalty: 5350.468262
	Iteration 3Q: 3 clusters Score -8992039 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -8993311.000000 Penalty: 5350.468262
	Iteration 4F: 3 clusters Score -8993311 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -8995212.000000 Penalty: 5350.468262
	Iteration 5F: 3 clusters Score -8995212 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -8997946.000000 Penalty: 5350.468262
	Iteration 6F: 3 clusters Score -8997946 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -9000853.000000 Penalty: 5350.468262
	Iteration 7F: 3 clusters Score -9000853 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -9003422.000000 Penalty: 5350.468262
	Iteration 8F: 3 clusters Score -9003422 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9004769.000000 Penalty: 5350.468262
	Iteration 9Q: 3 clusters Score -9004769 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9005408.000000 Penalty: 5350.468262
	Iteration 10Q: 3 clusters Score -9005408 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9005733.000000 Penalty: 5350.468262
	Iteration 11Q: 3 clusters Score -9005733 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9005874.000000 Penalty: 5350.468262
	Iteration 12Q: 3 clusters Score -9005874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9005948.000000 Penalty: 5350.468262
	Iteration 13Q: 3 clusters Score -9005948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9006017.000000 Penalty: 5350.468262
	Iteration 14Q: 3 clusters Score -9006017 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9006045.000000 Penalty: 5350.468262
	Iteration 15Q: 3 clusters Score -9006045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9006067.000000 Penalty: 5350.468262
	Iteration 16Q: 3 clusters Score -9006067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9006085.000000 Penalty: 5350.468262
	Iteration 17Q: 3 clusters Score -9006085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9006099.000000 Penalty: 5350.468262
	Iteration 18Q: 3 clusters Score -9006099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9006109.000000 Penalty: 5350.468262
	Iteration 19Q: 3 clusters Score -9006109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9006114.000000 Penalty: 5350.468262
	Iteration 20F: 3 clusters Score -9006114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9006120.000000 Penalty: 5350.468262
	Iteration 21Q: 3 clusters Score -9006120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9006122.000000 Penalty: 5350.468262
	Iteration 22Q: 3 clusters Score -9006122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9006123.000000 Penalty: 5350.468262
	Iteration 23Q: 3 clusters Score -9006123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9006133.000000 Penalty: 5350.468262
	Iteration 24Q: 3 clusters Score -9006133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9006139.000000 Penalty: 5350.468262
	Iteration 25Q: 3 clusters Score -9006139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9006147.000000 Penalty: 5350.468262
	Iteration 26Q: 3 clusters Score -9006147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9006161.000000 Penalty: 5350.468262
	Iteration 27Q: 3 clusters Score -9006161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9006173.000000 Penalty: 5350.468262
	Iteration 28Q: 3 clusters Score -9006173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9006168.000000 Penalty: 5350.468262
	Iteration 29Q: 3 clusters Score -9006168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9006167.000000 Penalty: 5350.468262
	Iteration 30Q: 3 clusters Score -9006167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9006171.000000 Penalty: 5350.468262
	Iteration 31Q: 3 clusters Score -9006171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9006168.000000 Penalty: 5350.468262
	Iteration 32Q: 3 clusters Score -9006168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9006168.000000 Penalty: 5350.468262
	Iteration 33F: 3 clusters Score -9006168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -131032.093750 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -131032.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -129357.960938 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -129358 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -129750.710938 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -129750.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -129999.984375 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -130000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -130097.484375 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -130097.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -130108.187500 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -130108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130114.585938 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -130114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -130116.351562 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -130116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -130119.429688 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -130119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130119.992188 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -130120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130119.992188 Penalty: 3286.194580
	Iteration 9F: 3 clusters Score -130120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -114078.203125 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -114078.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112416.398438 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -112416.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -112602.414062 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -112602.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -112653.382812 Penalty: 3213.340576
	Iteration 2Q: 3 clusters Score -112653.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -112690.421875 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -112690.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112720.781250 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -112720.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112735.210938 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -112735.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -112757.203125 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -112757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -112767.796875 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -112767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -112774.859375 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -112774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -112778.515625 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -112778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -112778.515625 Penalty: 3213.340576
	Iteration 10F: 3 clusters Score -112778.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Entering Unmasked Estep 
Score: -7315480.500000 Penalty: 2625.034180
	Iteration 0F: 2 clusters Score -7315480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -7288855.500000 Penalty: 5250.068359
	Iteration 0F: 3 clusters Score -7288856 nChanged 18084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -7298569.000000 Penalty: 5250.068359
	Iteration 1F: 3 clusters Score -7298569 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -7299089.500000 Penalty: 5250.068359
	Iteration 2Q: 3 clusters Score -7299090 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -7299485.000000 Penalty: 5250.068359
	Iteration 3Q: 3 clusters Score -7299485 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -7299911.000000 Penalty: 5250.068359
	Iteration 4Q: 3 clusters Score -7299911 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -7300415.500000 Penalty: 5250.068359
	Iteration 5Q: 3 clusters Score -7300416 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -7301107.500000 Penalty: 5250.068359
	Iteration 6Q: 3 clusters Score -7301108 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -7302196.500000 Penalty: 5250.068359
	Iteration 7Q: 3 clusters Score -7302196 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -7303636.500000 Penalty: 5250.068359
	Iteration 8F: 3 clusters Score -7303636 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -7305359.000000 Penalty: 5250.068359
	Iteration 9F: 3 clusters Score -7305359 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -7307183.500000 Penalty: 5250.068359
	Iteration 10F: 3 clusters Score -7307184 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -7308736.000000 Penalty: 5250.068359
	Iteration 11F: 3 clusters Score -7308736 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -7309909.000000 Penalty: 5250.068359
	Iteration 12Q: 3 clusters Score -7309909 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -7310543.000000 Penalty: 5250.068359
	Iteration 13Q: 3 clusters Score -7310543 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -7310997.000000 Penalty: 5250.068359
	Iteration 14Q: 3 clusters Score -7310997 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -7311350.500000 Penalty: 5250.068359
	Iteration 15Q: 3 clusters Score -7311350 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -7311699.500000 Penalty: 5250.068359
	Iteration 16Q: 3 clusters Score -7311700 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -7312011.000000 Penalty: 5250.068359
	Iteration 17Q: 3 clusters Score -7312011 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -7312356.000000 Penalty: 5250.068359
	Iteration 18Q: 3 clusters Score -7312356 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -7312719.500000 Penalty: 5250.068359
	Iteration 19Q: 3 clusters Score -7312720 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -7313084.500000 Penalty: 5250.068359
	Iteration 20F: 3 clusters Score -7313084 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -7313365.000000 Penalty: 5250.068359
	Iteration 21Q: 3 clusters Score -7313365 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -7313579.500000 Penalty: 5250.068359
	Iteration 22Q: 3 clusters Score -7313580 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -7313712.500000 Penalty: 5250.068359
	Iteration 23Q: 3 clusters Score -7313712 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -7313799.000000 Penalty: 5250.068359
	Iteration 24Q: 3 clusters Score -7313799 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -7313875.500000 Penalty: 5250.068359
	Iteration 25Q: 3 clusters Score -7313876 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -7313923.000000 Penalty: 5250.068359
	Iteration 26Q: 3 clusters Score -7313923 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -7313964.500000 Penalty: 5250.068359
	Iteration 27Q: 3 clusters Score -7313964 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -7314034.500000 Penalty: 5250.068359
	Iteration 28Q: 3 clusters Score -7314034 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -7314088.000000 Penalty: 5250.068359
	Iteration 29Q: 3 clusters Score -7314088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -7314138.500000 Penalty: 5250.068359
	Iteration 30Q: 3 clusters Score -7314138 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -7314161.000000 Penalty: 5250.068359
	Iteration 31Q: 3 clusters Score -7314161 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -7314180.000000 Penalty: 5250.068359
	Iteration 32Q: 3 clusters Score -7314180 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -7314199.000000 Penalty: 5250.068359
	Iteration 33Q: 3 clusters Score -7314199 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -7314224.500000 Penalty: 5250.068359
	Iteration 34Q: 3 clusters Score -7314224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -7314220.500000 Penalty: 5250.068359
	Iteration 35Q: 3 clusters Score -7314220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -7314236.500000 Penalty: 5250.068359
	Iteration 36Q: 3 clusters Score -7314236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -7314254.500000 Penalty: 5250.068359
	Iteration 37Q: 3 clusters Score -7314254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -7314246.000000 Penalty: 5250.068359
	Iteration 38Q: 3 clusters Score -7314246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -7314243.000000 Penalty: 5250.068359
	Iteration 39Q: 3 clusters Score -7314243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -7314253.500000 Penalty: 5250.068359
	Iteration 40F: 3 clusters Score -7314254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -7314265.500000 Penalty: 5250.068359
	Iteration 41Q: 3 clusters Score -7314266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -7314273.000000 Penalty: 5250.068359
	Iteration 42Q: 3 clusters Score -7314273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -7314278.500000 Penalty: 5250.068359
	Iteration 43Q: 3 clusters Score -7314278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -7314304.000000 Penalty: 5250.068359
	Iteration 44Q: 3 clusters Score -7314304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -7314313.000000 Penalty: 5250.068359
	Iteration 45Q: 3 clusters Score -7314313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -7314335.500000 Penalty: 5250.068359
	Iteration 46Q: 3 clusters Score -7314336 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -7314329.500000 Penalty: 5250.068359
	Iteration 47Q: 3 clusters Score -7314330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -7314368.500000 Penalty: 5250.068359
	Iteration 48Q: 3 clusters Score -7314368 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -7314360.000000 Penalty: 5250.068359
	Iteration 49Q: 3 clusters Score -7314360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -7314368.500000 Penalty: 5250.068359
	Iteration 50Q: 3 clusters Score -7314368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -7314379.500000 Penalty: 5250.068359
	Iteration 51Q: 3 clusters Score -7314380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -7314372.000000 Penalty: 5250.068359
	Iteration 52Q: 3 clusters Score -7314372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -7314378.500000 Penalty: 5250.068359
	Iteration 53Q: 3 clusters Score -7314378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -7314389.000000 Penalty: 5250.068359
	Iteration 54Q: 3 clusters Score -7314389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -7314395.500000 Penalty: 5250.068359
	Iteration 55Q: 3 clusters Score -7314396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -7314416.000000 Penalty: 5250.068359
	Iteration 56Q: 3 clusters Score -7314416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -7314413.000000 Penalty: 5250.068359
	Iteration 57Q: 3 clusters Score -7314413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -7314403.000000 Penalty: 5250.068359
	Iteration 58Q: 3 clusters Score -7314403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -7314407.500000 Penalty: 5250.068359
	Iteration 59Q: 3 clusters Score -7314408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -7314421.500000 Penalty: 5250.068359
	Iteration 60F: 3 clusters Score -7314422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -7314431.500000 Penalty: 5250.068359
	Iteration 61Q: 3 clusters Score -7314432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -7314427.000000 Penalty: 5250.068359
	Iteration 62Q: 3 clusters Score -7314427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -7314423.500000 Penalty: 5250.068359
	Iteration 63Q: 3 clusters Score -7314424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -7314445.000000 Penalty: 5250.068359
	Iteration 64Q: 3 clusters Score -7314445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -7314448.000000 Penalty: 5250.068359
	Iteration 65Q: 3 clusters Score -7314448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -7314456.500000 Penalty: 5250.068359
	Iteration 66Q: 3 clusters Score -7314456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -7314444.500000 Penalty: 5250.068359
	Iteration 67Q: 3 clusters Score -7314444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7314457.500000 Penalty: 5250.068359
	Iteration 68Q: 3 clusters Score -7314458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -7314454.500000 Penalty: 5250.068359
	Iteration 69Q: 3 clusters Score -7314454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -7314459.500000 Penalty: 5250.068359
	Iteration 70Q: 3 clusters Score -7314460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -7314458.500000 Penalty: 5250.068359
	Iteration 71Q: 3 clusters Score -7314458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -7314456.000000 Penalty: 5250.068359
	Iteration 72Q: 3 clusters Score -7314456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -7314456.500000 Penalty: 5250.068359
	Iteration 73Q: 3 clusters Score -7314456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -7314466.000000 Penalty: 5250.068359
	Iteration 74Q: 3 clusters Score -7314466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -7314466.500000 Penalty: 5250.068359
	Iteration 75Q: 3 clusters Score -7314466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -7314465.000000 Penalty: 5250.068359
	Iteration 76Q: 3 clusters Score -7314465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -7314465.000000 Penalty: 5250.068359
	Iteration 77Q: 3 clusters Score -7314465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -7314467.500000 Penalty: 5250.068359
	Iteration 78Q: 3 clusters Score -7314468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -7314464.000000 Penalty: 5250.068359
	Iteration 79Q: 3 clusters Score -7314464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -7314467.000000 Penalty: 5250.068359
	Iteration 80F: 3 clusters Score -7314467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -7314469.000000 Penalty: 5250.068359
	Iteration 81Q: 3 clusters Score -7314469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -7314465.000000 Penalty: 5250.068359
	Iteration 82Q: 3 clusters Score -7314465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -7314459.000000 Penalty: 5250.068359
	Iteration 83Q: 3 clusters Score -7314459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -7314470.000000 Penalty: 5250.068359
	Iteration 84Q: 3 clusters Score -7314470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -7314471.500000 Penalty: 5250.068359
	Iteration 85Q: 3 clusters Score -7314472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -7314479.000000 Penalty: 5250.068359
	Iteration 86Q: 3 clusters Score -7314479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -7314479.000000 Penalty: 5250.068359
	Iteration 87Q: 3 clusters Score -7314479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -7314485.500000 Penalty: 5250.068359
	Iteration 88Q: 3 clusters Score -7314486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -7314480.000000 Penalty: 5250.068359
	Iteration 89Q: 3 clusters Score -7314480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -7314482.000000 Penalty: 5250.068359
	Iteration 90Q: 3 clusters Score -7314482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -7314494.000000 Penalty: 5250.068359
	Iteration 91Q: 3 clusters Score -7314494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -7314497.000000 Penalty: 5250.068359
	Iteration 92Q: 3 clusters Score -7314497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -7314491.500000 Penalty: 5250.068359
	Iteration 93Q: 3 clusters Score -7314492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -7314498.500000 Penalty: 5250.068359
	Iteration 94Q: 3 clusters Score -7314498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -7314496.000000 Penalty: 5250.068359
	Iteration 95Q: 3 clusters Score -7314496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -7314501.500000 Penalty: 5250.068359
	Iteration 96Q: 3 clusters Score -7314502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -7314499.000000 Penalty: 5250.068359
	Iteration 97Q: 3 clusters Score -7314499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -7314488.000000 Penalty: 5250.068359
	Iteration 98Q: 3 clusters Score -7314488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -7314490.500000 Penalty: 5250.068359
	Iteration 99Q: 3 clusters Score -7314490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -7314491.500000 Penalty: 5250.068359
	Iteration 100F: 3 clusters Score -7314492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -7314500.000000 Penalty: 5250.068359
	Iteration 101Q: 3 clusters Score -7314500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -7314499.000000 Penalty: 5250.068359
	Iteration 102Q: 3 clusters Score -7314499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -7314508.500000 Penalty: 5250.068359
	Iteration 103Q: 3 clusters Score -7314508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -7314504.500000 Penalty: 5250.068359
	Iteration 104Q: 3 clusters Score -7314504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -7314504.000000 Penalty: 5250.068359
	Iteration 105Q: 3 clusters Score -7314504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -7314505.000000 Penalty: 5250.068359
	Iteration 106Q: 3 clusters Score -7314505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -7314502.500000 Penalty: 5250.068359
	Iteration 107Q: 3 clusters Score -7314502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -7314503.500000 Penalty: 5250.068359
	Iteration 108Q: 3 clusters Score -7314504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -7314507.000000 Penalty: 5250.068359
	Iteration 109Q: 3 clusters Score -7314507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7314507.500000 Penalty: 5250.068359
	Iteration 110Q: 3 clusters Score -7314508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -7314513.000000 Penalty: 5250.068359
	Iteration 111Q: 3 clusters Score -7314513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -7314515.000000 Penalty: 5250.068359
	Iteration 112Q: 3 clusters Score -7314515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -7314506.500000 Penalty: 5250.068359
	Iteration 113Q: 3 clusters Score -7314506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -7314505.000000 Penalty: 5250.068359
	Iteration 114Q: 3 clusters Score -7314505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -7314496.000000 Penalty: 5250.068359
	Iteration 115Q: 3 clusters Score -7314496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -7314497.000000 Penalty: 5250.068359
	Iteration 116Q: 3 clusters Score -7314497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -7314503.500000 Penalty: 5250.068359
	Iteration 117Q: 3 clusters Score -7314504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -7314503.500000 Penalty: 5250.068359
	Iteration 118Q: 3 clusters Score -7314504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -7314502.500000 Penalty: 5250.068359
	Iteration 119Q: 3 clusters Score -7314502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -7314507.500000 Penalty: 5250.068359
	Iteration 120F: 3 clusters Score -7314508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -7314512.500000 Penalty: 5250.068359
	Iteration 121Q: 3 clusters Score -7314512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -7314514.000000 Penalty: 5250.068359
	Iteration 122Q: 3 clusters Score -7314514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -7314519.000000 Penalty: 5250.068359
	Iteration 123Q: 3 clusters Score -7314519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -7314515.000000 Penalty: 5250.068359
	Iteration 124Q: 3 clusters Score -7314515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -7314519.500000 Penalty: 5250.068359
	Iteration 125Q: 3 clusters Score -7314520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -7314516.000000 Penalty: 5250.068359
	Iteration 126Q: 3 clusters Score -7314516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -7314510.500000 Penalty: 5250.068359
	Iteration 127Q: 3 clusters Score -7314510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -7314511.500000 Penalty: 5250.068359
	Iteration 128Q: 3 clusters Score -7314512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -7314514.000000 Penalty: 5250.068359
	Iteration 129Q: 3 clusters Score -7314514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -7314513.000000 Penalty: 5250.068359
	Iteration 130Q: 3 clusters Score -7314513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -7314513.000000 Penalty: 5250.068359
	Iteration 131Q: 3 clusters Score -7314513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -7314521.000000 Penalty: 5250.068359
	Iteration 132Q: 3 clusters Score -7314521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -7314525.000000 Penalty: 5250.068359
	Iteration 133Q: 3 clusters Score -7314525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -7314536.000000 Penalty: 5250.068359
	Iteration 134Q: 3 clusters Score -7314536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -7314541.000000 Penalty: 5250.068359
	Iteration 135Q: 3 clusters Score -7314541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -7314535.500000 Penalty: 5250.068359
	Iteration 136Q: 3 clusters Score -7314536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -7314538.000000 Penalty: 5250.068359
	Iteration 137Q: 3 clusters Score -7314538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -7314542.000000 Penalty: 5250.068359
	Iteration 138Q: 3 clusters Score -7314542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -7314539.000000 Penalty: 5250.068359
	Iteration 139Q: 3 clusters Score -7314539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -7314543.000000 Penalty: 5250.068359
	Iteration 140F: 3 clusters Score -7314543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -7314541.000000 Penalty: 5250.068359
	Iteration 141Q: 3 clusters Score -7314541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -7314542.000000 Penalty: 5250.068359
	Iteration 142Q: 3 clusters Score -7314542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -7314544.000000 Penalty: 5250.068359
	Iteration 143Q: 3 clusters Score -7314544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -7314544.000000 Penalty: 5250.068359
	Iteration 144F: 3 clusters Score -7314544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Entering Unmasked Estep 
Score: -6567112.000000 Penalty: 2598.786133
	Iteration 0F: 2 clusters Score -6567112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -6542944.500000 Penalty: 5197.572266
	Iteration 0F: 3 clusters Score -6542944 nChanged 16240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -6551976.500000 Penalty: 5197.572266
	Iteration 1F: 3 clusters Score -6551976 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -6552433.000000 Penalty: 5197.572266
	Iteration 2Q: 3 clusters Score -6552433 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -6552842.500000 Penalty: 5197.572266
	Iteration 3Q: 3 clusters Score -6552842 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -6553180.000000 Penalty: 5197.572266
	Iteration 4Q: 3 clusters Score -6553180 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -6553487.500000 Penalty: 5197.572266
	Iteration 5Q: 3 clusters Score -6553488 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -6553882.500000 Penalty: 5197.572266
	Iteration 6Q: 3 clusters Score -6553882 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -6554367.500000 Penalty: 5197.572266
	Iteration 7Q: 3 clusters Score -6554368 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -6555023.000000 Penalty: 5197.572266
	Iteration 8Q: 3 clusters Score -6555023 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -6555995.500000 Penalty: 5197.572266
	Iteration 9Q: 3 clusters Score -6555996 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -6557345.500000 Penalty: 5197.572266
	Iteration 10F: 3 clusters Score -6557346 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -6559106.500000 Penalty: 5197.572266
	Iteration 11F: 3 clusters Score -6559106 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6562214 nChanged 1060
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Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6563918 nChanged 475
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Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 7540 members 
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Mstep: Class 2 contains 7400 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 1 contains 28554 members 
Mstep: Class 2 contains 7006 members 
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	Iteration 23Q: 3 clusters Score -6564596 nChanged 101
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6564618 nChanged 78
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6564630 nChanged 64
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Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6564632 nChanged 58
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Mstep: Class 1 contains 28831 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28880 members 
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Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 6644 members 
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Mstep: Class 1 contains 28955 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6564652 nChanged 37
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Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6564656 nChanged 38
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Mstep: Class 1 contains 29077 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6564662 nChanged 37
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Mstep: Class 2 contains 6416 members 
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Mstep: Class 1 contains 29199 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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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6564666 nChanged 23
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Mstep: Class 1 contains 29418 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6564668 nChanged 16
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Mstep: Class 1 contains 29434 members 
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Mstep: Class 1 contains 29464 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6564680 nChanged 7
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Mstep: Class 1 contains 29490 members 
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	Iteration 56Q: 3 clusters Score -6564672 nChanged 3
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Mstep: Class 1 contains 29493 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6564676 nChanged 3
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	Iteration 58Q: 3 clusters Score -6564674 nChanged 3
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6564674 nChanged 4
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	Iteration 60F: 3 clusters Score -6564672 nChanged 5
Entering Unmasked Mstep 
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	Iteration 61Q: 3 clusters Score -6564674 nChanged 8
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	Iteration 62Q: 3 clusters Score -6564666 nChanged 12
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Mstep: Class 1 contains 29528 members 
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	Iteration 63Q: 3 clusters Score -6564680 nChanged 12
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	Iteration 64Q: 3 clusters Score -6564672 nChanged 8
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	Iteration 65Q: 3 clusters Score -6564675 nChanged 11
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	Iteration 66Q: 3 clusters Score -6564672 nChanged 16
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Mstep: Class 1 contains 29575 members 
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	Iteration 67Q: 3 clusters Score -6564670 nChanged 12
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	Iteration 69Q: 3 clusters Score -6564678 nChanged 10
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	Iteration 70Q: 3 clusters Score -6564685 nChanged 7
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	Iteration 71Q: 3 clusters Score -6564682 nChanged 8
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	Iteration 74Q: 3 clusters Score -6564682 nChanged 14
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	Iteration 75Q: 3 clusters Score -6564681 nChanged 14
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	Iteration 76Q: 3 clusters Score -6564682 nChanged 19
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	Iteration 78Q: 3 clusters Score -6564684 nChanged 19
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	Iteration 85Q: 3 clusters Score -6564702 nChanged 22
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	Iteration 86Q: 3 clusters Score -6564694 nChanged 15
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	Iteration 87Q: 3 clusters Score -6564703 nChanged 15
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	Iteration 88Q: 3 clusters Score -6564714 nChanged 17
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	Iteration 97Q: 3 clusters Score -6564716 nChanged 12
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	Iteration 103Q: 3 clusters Score -6564718 nChanged 5
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	Iteration 104Q: 3 clusters Score -6564712 nChanged 0
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Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -6564712.000000 Penalty: 5197.572266
	Iteration 105F: 3 clusters Score -6564712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -331968.468750 Penalty: 1875.029053
	Iteration 0F: 2 clusters Score -331968.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -329377.468750 Penalty: 3750.058105
	Iteration 0F: 3 clusters Score -329377.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -329827.906250 Penalty: 3750.058105
	Iteration 1F: 3 clusters Score -329827.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -329941.781250 Penalty: 3750.058105
	Iteration 2F: 3 clusters Score -329941.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -330003.062500 Penalty: 3750.058105
	Iteration 3Q: 3 clusters Score -330003.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -330034.000000 Penalty: 3750.058105
	Iteration 4Q: 3 clusters Score -330034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -330058.343750 Penalty: 3750.058105
	Iteration 5Q: 3 clusters Score -330058.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -330086.437500 Penalty: 3750.058105
	Iteration 6Q: 3 clusters Score -330086.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -330111.718750 Penalty: 3750.058105
	Iteration 7Q: 3 clusters Score -330111.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -330136.281250 Penalty: 3750.058105
	Iteration 8Q: 3 clusters Score -330136.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -330161.562500 Penalty: 3750.058105
	Iteration 9Q: 3 clusters Score -330161.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -330180.187500 Penalty: 3750.058105
	Iteration 10Q: 3 clusters Score -330180.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -330195.500000 Penalty: 3750.058105
	Iteration 11Q: 3 clusters Score -330195.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -330210.281250 Penalty: 3750.058105
	Iteration 12Q: 3 clusters Score -330210.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -330223.000000 Penalty: 3750.058105
	Iteration 13Q: 3 clusters Score -330223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -330239.625000 Penalty: 3750.058105
	Iteration 14Q: 3 clusters Score -330239.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -330250.875000 Penalty: 3750.058105
	Iteration 15Q: 3 clusters Score -330250.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -330261.687500 Penalty: 3750.058105
	Iteration 16Q: 3 clusters Score -330261.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -330267.343750 Penalty: 3750.058105
	Iteration 17Q: 3 clusters Score -330267.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -330274.500000 Penalty: 3750.058105
	Iteration 18Q: 3 clusters Score -330274.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -330286.656250 Penalty: 3750.058105
	Iteration 19Q: 3 clusters Score -330286.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -330297.593750 Penalty: 3750.058105
	Iteration 20F: 3 clusters Score -330297.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -330304.062500 Penalty: 3750.058105
	Iteration 21Q: 3 clusters Score -330304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -330310.437500 Penalty: 3750.058105
	Iteration 22Q: 3 clusters Score -330310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -330316.406250 Penalty: 3750.058105
	Iteration 23Q: 3 clusters Score -330316.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -330322.218750 Penalty: 3750.058105
	Iteration 24Q: 3 clusters Score -330322.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -330326.468750 Penalty: 3750.058105
	Iteration 25Q: 3 clusters Score -330326.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -330331.343750 Penalty: 3750.058105
	Iteration 26Q: 3 clusters Score -330331.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -330336.906250 Penalty: 3750.058105
	Iteration 27Q: 3 clusters Score -330336.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -330341.031250 Penalty: 3750.058105
	Iteration 28Q: 3 clusters Score -330341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -330345.156250 Penalty: 3750.058105
	Iteration 29Q: 3 clusters Score -330345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -330348.781250 Penalty: 3750.058105
	Iteration 30Q: 3 clusters Score -330348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -330353.218750 Penalty: 3750.058105
	Iteration 31Q: 3 clusters Score -330353.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -330360.281250 Penalty: 3750.058105
	Iteration 32Q: 3 clusters Score -330360.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -330366.218750 Penalty: 3750.058105
	Iteration 33Q: 3 clusters Score -330366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -330374.750000 Penalty: 3750.058105
	Iteration 34Q: 3 clusters Score -330374.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -330385.312500 Penalty: 3750.058105
	Iteration 35Q: 3 clusters Score -330385.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -330394.406250 Penalty: 3750.058105
	Iteration 36Q: 3 clusters Score -330394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -330399.750000 Penalty: 3750.058105
	Iteration 37Q: 3 clusters Score -330399.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -330408.343750 Penalty: 3750.058105
	Iteration 38Q: 3 clusters Score -330408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330410.343750 Penalty: 3750.058105
	Iteration 39Q: 3 clusters Score -330410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330412.250000 Penalty: 3750.058105
	Iteration 40F: 3 clusters Score -330412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -70177.640625 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -70177.64 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 256 members 
Entering Unmasked Estep 
Score: -68664.281250 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68664.28 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69006.734375 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -69006.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69247.867188 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -69247.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69398.250000 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -69398.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69508.898438 Penalty: 3102.852051
	Iteration 4F: 3 clusters Score -69508.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69585.101562 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -69585.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69654.023438 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -69654.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69682.382812 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -69682.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69724.187500 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -69724.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69745.718750 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -69745.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69760.992188 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -69760.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69760.992188 Penalty: 3102.852051
	Iteration 11F: 3 clusters Score -69760.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -64578.527344 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -64578.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63106.371094 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -63106.37 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63609.488281 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -63609.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63800.671875 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -63800.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63934.355469 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -63934.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64006.027344 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -64006.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64032.382812 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -64032.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64056.695312 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -64056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64076.449219 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -64076.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64091.914062 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -64091.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64101.742188 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -64101.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64101.742188 Penalty: 3152.629395
	Iteration 10F: 3 clusters Score -64101.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Entering Unmasked Estep 
Score: -8840166.000000 Penalty: 2670.516357
	Iteration 0F: 2 clusters Score -8840166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -8809072.000000 Penalty: 5341.032715
	Iteration 0F: 3 clusters Score -8809072 nChanged 22052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -8821233.000000 Penalty: 5341.032715
	Iteration 1F: 3 clusters Score -8821233 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -8821767.000000 Penalty: 5341.032715
	Iteration 2Q: 3 clusters Score -8821767 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -8822214.000000 Penalty: 5341.032715
	Iteration 3Q: 3 clusters Score -8822214 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -8822703.000000 Penalty: 5341.032715
	Iteration 4Q: 3 clusters Score -8822703 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -8823238.000000 Penalty: 5341.032715
	Iteration 5Q: 3 clusters Score -8823238 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -8824009.000000 Penalty: 5341.032715
	Iteration 6Q: 3 clusters Score -8824009 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -8825054.000000 Penalty: 5341.032715
	Iteration 7Q: 3 clusters Score -8825054 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -8826684.000000 Penalty: 5341.032715
	Iteration 8F: 3 clusters Score -8826684 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -8828984.000000 Penalty: 5341.032715
	Iteration 9F: 3 clusters Score -8828984 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -8831769.000000 Penalty: 5341.032715
	Iteration 10F: 3 clusters Score -8831769 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -8834380.000000 Penalty: 5341.032715
	Iteration 11F: 3 clusters Score -8834380 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8836122.000000 Penalty: 5341.032715
	Iteration 12Q: 3 clusters Score -8836122 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -8837189.000000 Penalty: 5341.032715
	Iteration 13Q: 3 clusters Score -8837189 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -8837717.000000 Penalty: 5341.032715
	Iteration 14Q: 3 clusters Score -8837717 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -8837957.000000 Penalty: 5341.032715
	Iteration 15Q: 3 clusters Score -8837957 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -8838051.000000 Penalty: 5341.032715
	Iteration 16Q: 3 clusters Score -8838051 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -8838114.000000 Penalty: 5341.032715
	Iteration 17Q: 3 clusters Score -8838114 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -8838154.000000 Penalty: 5341.032715
	Iteration 18Q: 3 clusters Score -8838154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -8838211.000000 Penalty: 5341.032715
	Iteration 19Q: 3 clusters Score -8838211 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -8838230.000000 Penalty: 5341.032715
	Iteration 20F: 3 clusters Score -8838230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -8838237.000000 Penalty: 5341.032715
	Iteration 21Q: 3 clusters Score -8838237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -8838247.000000 Penalty: 5341.032715
	Iteration 22Q: 3 clusters Score -8838247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -8838246.000000 Penalty: 5341.032715
	Iteration 23Q: 3 clusters Score -8838246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -8838252.000000 Penalty: 5341.032715
	Iteration 24Q: 3 clusters Score -8838252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -8838243.000000 Penalty: 5341.032715
	Iteration 25Q: 3 clusters Score -8838243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -8838253.000000 Penalty: 5341.032715
	Iteration 26Q: 3 clusters Score -8838253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -8838257.000000 Penalty: 5341.032715
	Iteration 27Q: 3 clusters Score -8838257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -8838255.000000 Penalty: 5341.032715
	Iteration 28Q: 3 clusters Score -8838255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -8838267.000000 Penalty: 5341.032715
	Iteration 29Q: 3 clusters Score -8838267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -8838265.000000 Penalty: 5341.032715
	Iteration 30Q: 3 clusters Score -8838265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -8838266.000000 Penalty: 5341.032715
	Iteration 31Q: 3 clusters Score -8838266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -8838269.000000 Penalty: 5341.032715
	Iteration 32Q: 3 clusters Score -8838269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -8838274.000000 Penalty: 5341.032715
	Iteration 33Q: 3 clusters Score -8838274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -8838273.000000 Penalty: 5341.032715
	Iteration 34Q: 3 clusters Score -8838273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -8838279.000000 Penalty: 5341.032715
	Iteration 35Q: 3 clusters Score -8838279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -8838269.000000 Penalty: 5341.032715
	Iteration 36Q: 3 clusters Score -8838269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -8838272.000000 Penalty: 5341.032715
	Iteration 37Q: 3 clusters Score -8838272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -8838278.000000 Penalty: 5341.032715
	Iteration 38Q: 3 clusters Score -8838278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -8838279.000000 Penalty: 5341.032715
	Iteration 39Q: 3 clusters Score -8838279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -8838277.000000 Penalty: 5341.032715
	Iteration 40F: 3 clusters Score -8838277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -8838279.000000 Penalty: 5341.032715
	Iteration 41Q: 3 clusters Score -8838279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -8838279.000000 Penalty: 5341.032715
	Iteration 42F: 3 clusters Score -8838279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Entering Unmasked Estep 
Score: -4242301.000000 Penalty: 2489.872803
	Iteration 0F: 2 clusters Score -4242301 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 11505 members 
Entering Unmasked Estep 
Score: -4226229.500000 Penalty: 4979.745605
	Iteration 0F: 3 clusters Score -4226230 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -4231709.000000 Penalty: 4979.745605
	Iteration 1F: 3 clusters Score -4231709 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -4232114.000000 Penalty: 4979.745605
	Iteration 2Q: 3 clusters Score -4232114 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4232632.500000 Penalty: 4979.745605
	Iteration 3Q: 3 clusters Score -4232632 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4233247.000000 Penalty: 4979.745605
	Iteration 4Q: 3 clusters Score -4233247 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -4233946.500000 Penalty: 4979.745605
	Iteration 5Q: 3 clusters Score -4233946 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -4234769.000000 Penalty: 4979.745605
	Iteration 6Q: 3 clusters Score -4234769 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4235649.000000 Penalty: 4979.745605
	Iteration 7F: 3 clusters Score -4235649 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -4236582.500000 Penalty: 4979.745605
	Iteration 8F: 3 clusters Score -4236582 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -4237606.500000 Penalty: 4979.745605
	Iteration 9F: 3 clusters Score -4237606 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4238597.000000 Penalty: 4979.745605
	Iteration 10F: 3 clusters Score -4238597 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -4239338.500000 Penalty: 4979.745605
	Iteration 11F: 3 clusters Score -4239338 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4239718.500000 Penalty: 4979.745605
	Iteration 12Q: 3 clusters Score -4239718 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -4239941.000000 Penalty: 4979.745605
	Iteration 13Q: 3 clusters Score -4239941 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -4240089.000000 Penalty: 4979.745605
	Iteration 14Q: 3 clusters Score -4240089 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -4240198.000000 Penalty: 4979.745605
	Iteration 15Q: 3 clusters Score -4240198 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4240318.500000 Penalty: 4979.745605
	Iteration 16Q: 3 clusters Score -4240318 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -4240440.000000 Penalty: 4979.745605
	Iteration 17Q: 3 clusters Score -4240440 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -4240567.000000 Penalty: 4979.745605
	Iteration 18Q: 3 clusters Score -4240567 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -4240661.000000 Penalty: 4979.745605
	Iteration 19Q: 3 clusters Score -4240661 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -4240745.000000 Penalty: 4979.745605
	Iteration 20F: 3 clusters Score -4240745 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4240806.000000 Penalty: 4979.745605
	Iteration 21Q: 3 clusters Score -4240806 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -4240841.000000 Penalty: 4979.745605
	Iteration 22Q: 3 clusters Score -4240841 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -4240867.000000 Penalty: 4979.745605
	Iteration 23Q: 3 clusters Score -4240867 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -4240885.000000 Penalty: 4979.745605
	Iteration 24Q: 3 clusters Score -4240885 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -4240907.500000 Penalty: 4979.745605
	Iteration 25Q: 3 clusters Score -4240908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -4240911.000000 Penalty: 4979.745605
	Iteration 26Q: 3 clusters Score -4240911 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -4240929.000000 Penalty: 4979.745605
	Iteration 27Q: 3 clusters Score -4240929 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -4240948.500000 Penalty: 4979.745605
	Iteration 28Q: 3 clusters Score -4240948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -4240968.500000 Penalty: 4979.745605
	Iteration 29Q: 3 clusters Score -4240968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -4240971.500000 Penalty: 4979.745605
	Iteration 30Q: 3 clusters Score -4240972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -4240981.500000 Penalty: 4979.745605
	Iteration 31Q: 3 clusters Score -4240982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -4240989.500000 Penalty: 4979.745605
	Iteration 32Q: 3 clusters Score -4240990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -4241001.000000 Penalty: 4979.745605
	Iteration 33Q: 3 clusters Score -4241001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -4241011.500000 Penalty: 4979.745605
	Iteration 34Q: 3 clusters Score -4241012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -4241010.500000 Penalty: 4979.745605
	Iteration 35Q: 3 clusters Score -4241010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -4241022.500000 Penalty: 4979.745605
	Iteration 36Q: 3 clusters Score -4241022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -4241028.000000 Penalty: 4979.745605
	Iteration 37Q: 3 clusters Score -4241028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -4241024.000000 Penalty: 4979.745605
	Iteration 38Q: 3 clusters Score -4241024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4241032.500000 Penalty: 4979.745605
	Iteration 39Q: 3 clusters Score -4241032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -4241030.000000 Penalty: 4979.745605
	Iteration 40F: 3 clusters Score -4241030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4241038.500000 Penalty: 4979.745605
	Iteration 41Q: 3 clusters Score -4241038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -4241035.000000 Penalty: 4979.745605
	Iteration 42Q: 3 clusters Score -4241035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4241032.000000 Penalty: 4979.745605
	Iteration 43Q: 3 clusters Score -4241032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4241029.000000 Penalty: 4979.745605
	Iteration 44Q: 3 clusters Score -4241029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4241026.000000 Penalty: 4979.745605
	Iteration 45Q: 3 clusters Score -4241026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -4241033.000000 Penalty: 4979.745605
	Iteration 46Q: 3 clusters Score -4241033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -4241039.500000 Penalty: 4979.745605
	Iteration 47Q: 3 clusters Score -4241040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4241048.000000 Penalty: 4979.745605
	Iteration 48Q: 3 clusters Score -4241048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -4241050.500000 Penalty: 4979.745605
	Iteration 49Q: 3 clusters Score -4241050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -4241054.000000 Penalty: 4979.745605
	Iteration 50Q: 3 clusters Score -4241054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4241054.000000 Penalty: 4979.745605
	Iteration 51Q: 3 clusters Score -4241054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -4241055.500000 Penalty: 4979.745605
	Iteration 52Q: 3 clusters Score -4241056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -4241059.500000 Penalty: 4979.745605
	Iteration 53Q: 3 clusters Score -4241060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -4241074.500000 Penalty: 4979.745605
	Iteration 54Q: 3 clusters Score -4241074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -4241078.000000 Penalty: 4979.745605
	Iteration 55Q: 3 clusters Score -4241078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -4241087.500000 Penalty: 4979.745605
	Iteration 56Q: 3 clusters Score -4241088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4241093.500000 Penalty: 4979.745605
	Iteration 57Q: 3 clusters Score -4241094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -4241087.500000 Penalty: 4979.745605
	Iteration 58Q: 3 clusters Score -4241088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -4241091.000000 Penalty: 4979.745605
	Iteration 59Q: 3 clusters Score -4241091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4241086.000000 Penalty: 4979.745605
	Iteration 60F: 3 clusters Score -4241086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -4241084.500000 Penalty: 4979.745605
	Iteration 61Q: 3 clusters Score -4241084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -4241087.000000 Penalty: 4979.745605
	Iteration 62Q: 3 clusters Score -4241087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -4241094.000000 Penalty: 4979.745605
	Iteration 63Q: 3 clusters Score -4241094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -4241104.500000 Penalty: 4979.745605
	Iteration 64Q: 3 clusters Score -4241104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4241099.000000 Penalty: 4979.745605
	Iteration 65Q: 3 clusters Score -4241099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -4241105.000000 Penalty: 4979.745605
	Iteration 66Q: 3 clusters Score -4241105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -4241106.500000 Penalty: 4979.745605
	Iteration 67Q: 3 clusters Score -4241106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4241109.000000 Penalty: 4979.745605
	Iteration 68Q: 3 clusters Score -4241109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4241111.500000 Penalty: 4979.745605
	Iteration 69Q: 3 clusters Score -4241112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4241130.000000 Penalty: 4979.745605
	Iteration 70Q: 3 clusters Score -4241130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4241128.000000 Penalty: 4979.745605
	Iteration 71Q: 3 clusters Score -4241128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4241131.000000 Penalty: 4979.745605
	Iteration 72Q: 3 clusters Score -4241131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -4241129.500000 Penalty: 4979.745605
	Iteration 73Q: 3 clusters Score -4241130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -4241133.000000 Penalty: 4979.745605
	Iteration 74Q: 3 clusters Score -4241133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4241134.500000 Penalty: 4979.745605
	Iteration 75Q: 3 clusters Score -4241134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4241147.000000 Penalty: 4979.745605
	Iteration 76Q: 3 clusters Score -4241147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4241157.500000 Penalty: 4979.745605
	Iteration 77Q: 3 clusters Score -4241158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -4241163.500000 Penalty: 4979.745605
	Iteration 78Q: 3 clusters Score -4241164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -4241170.000000 Penalty: 4979.745605
	Iteration 79Q: 3 clusters Score -4241170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -4241179.000000 Penalty: 4979.745605
	Iteration 80F: 3 clusters Score -4241179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4241181.500000 Penalty: 4979.745605
	Iteration 81Q: 3 clusters Score -4241182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -4241184.000000 Penalty: 4979.745605
	Iteration 82Q: 3 clusters Score -4241184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -4241188.000000 Penalty: 4979.745605
	Iteration 83Q: 3 clusters Score -4241188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -4241193.000000 Penalty: 4979.745605
	Iteration 84Q: 3 clusters Score -4241193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -4241187.500000 Penalty: 4979.745605
	Iteration 85Q: 3 clusters Score -4241188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -4241197.500000 Penalty: 4979.745605
	Iteration 86Q: 3 clusters Score -4241198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -4241201.500000 Penalty: 4979.745605
	Iteration 87Q: 3 clusters Score -4241202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -4241210.500000 Penalty: 4979.745605
	Iteration 88Q: 3 clusters Score -4241210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -4241215.000000 Penalty: 4979.745605
	Iteration 89Q: 3 clusters Score -4241215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -4241218.500000 Penalty: 4979.745605
	Iteration 90Q: 3 clusters Score -4241218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -4241224.000000 Penalty: 4979.745605
	Iteration 91Q: 3 clusters Score -4241224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -4241229.500000 Penalty: 4979.745605
	Iteration 92Q: 3 clusters Score -4241230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -4241228.000000 Penalty: 4979.745605
	Iteration 93Q: 3 clusters Score -4241228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -4241236.000000 Penalty: 4979.745605
	Iteration 94Q: 3 clusters Score -4241236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4241233.500000 Penalty: 4979.745605
	Iteration 95Q: 3 clusters Score -4241234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -4241239.000000 Penalty: 4979.745605
	Iteration 96Q: 3 clusters Score -4241239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -4241240.500000 Penalty: 4979.745605
	Iteration 97Q: 3 clusters Score -4241240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -4241242.000000 Penalty: 4979.745605
	Iteration 98Q: 3 clusters Score -4241242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -4241243.500000 Penalty: 4979.745605
	Iteration 99Q: 3 clusters Score -4241244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -4241243.500000 Penalty: 4979.745605
	Iteration 100F: 3 clusters Score -4241244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Entering Unmasked Estep 
Score: -6104552.500000 Penalty: 2579.594971
	Iteration 0F: 2 clusters Score -6104552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -6082731.000000 Penalty: 5159.189941
	Iteration 0F: 3 clusters Score -6082731 nChanged 14880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -6090734.500000 Penalty: 5159.189941
	Iteration 1F: 3 clusters Score -6090734 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -6091176.000000 Penalty: 5159.189941
	Iteration 2Q: 3 clusters Score -6091176 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -6091537.000000 Penalty: 5159.189941
	Iteration 3Q: 3 clusters Score -6091537 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -6091921.000000 Penalty: 5159.189941
	Iteration 4Q: 3 clusters Score -6091921 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -6092377.000000 Penalty: 5159.189941
	Iteration 5Q: 3 clusters Score -6092377 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -6093076.000000 Penalty: 5159.189941
	Iteration 6Q: 3 clusters Score -6093076 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -6094061.500000 Penalty: 5159.189941
	Iteration 7F: 3 clusters Score -6094062 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -6095589.500000 Penalty: 5159.189941
	Iteration 8F: 3 clusters Score -6095590 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -6097504.000000 Penalty: 5159.189941
	Iteration 9F: 3 clusters Score -6097504 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6099493.000000 Penalty: 5159.189941
	Iteration 10F: 3 clusters Score -6099493 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6100879.500000 Penalty: 5159.189941
	Iteration 11Q: 3 clusters Score -6100880 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6101642.000000 Penalty: 5159.189941
	Iteration 12Q: 3 clusters Score -6101642 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6101970.500000 Penalty: 5159.189941
	Iteration 13Q: 3 clusters Score -6101970 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6102112.000000 Penalty: 5159.189941
	Iteration 14Q: 3 clusters Score -6102112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6102183.500000 Penalty: 5159.189941
	Iteration 15Q: 3 clusters Score -6102184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6102246.500000 Penalty: 5159.189941
	Iteration 16Q: 3 clusters Score -6102246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6102276.000000 Penalty: 5159.189941
	Iteration 17Q: 3 clusters Score -6102276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6102291.500000 Penalty: 5159.189941
	Iteration 18Q: 3 clusters Score -6102292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6102301.000000 Penalty: 5159.189941
	Iteration 19Q: 3 clusters Score -6102301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6102298.000000 Penalty: 5159.189941
	Iteration 20F: 3 clusters Score -6102298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -98865.171875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -98865.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97241.390625 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -97241.39 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97509.125000 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -97509.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -97630.250000 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -97630.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -97703.921875 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -97703.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97736.851562 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -97736.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97777.968750 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -97777.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97798.703125 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -97798.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97813.734375 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -97813.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97854.906250 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -97854.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97875.085938 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -97875.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97882.460938 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -97882.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97892.531250 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -97892.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97900.625000 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -97900.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97902.429688 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -97902.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97903.070312 Penalty: 3227.609619
	Iteration 14Q: 3 clusters Score -97903.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97903.070312 Penalty: 3227.609619
	Iteration 15F: 3 clusters Score -97903.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -28125.611328 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -28125.61 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 184 members 
Entering Unmasked Estep 
Score: -26961.658203 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -26961.66 nChanged 73
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: -27169.285156 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -27169.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27257.535156 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -27257.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27308.810547 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -27308.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27424.777344 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -27424.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -27455.244141 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -27455.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27463.449219 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -27463.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27469.507812 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -27469.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27472.666016 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -27472.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27480.111328 Penalty: 2909.768066
	Iteration 9Q: 3 clusters Score -27480.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27510.816406 Penalty: 2909.768066
	Iteration 10Q: 3 clusters Score -27510.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27517.101562 Penalty: 2909.768066
	Iteration 11Q: 3 clusters Score -27517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27527.486328 Penalty: 2909.768066
	Iteration 12Q: 3 clusters Score -27527.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27547.177734 Penalty: 2909.768066
	Iteration 13Q: 3 clusters Score -27547.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27577.324219 Penalty: 2909.768066
	Iteration 14Q: 3 clusters Score -27577.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27588.376953 Penalty: 2909.768066
	Iteration 15Q: 3 clusters Score -27588.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27601.519531 Penalty: 2909.768066
	Iteration 16Q: 3 clusters Score -27601.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27611.900391 Penalty: 2909.768066
	Iteration 17Q: 3 clusters Score -27611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27614.976562 Penalty: 2909.768066
	Iteration 18Q: 3 clusters Score -27614.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27620.123047 Penalty: 2909.768066
	Iteration 19F: 3 clusters Score -27620.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27663.041016 Penalty: 2909.768066
	Iteration 20F: 3 clusters Score -27663.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27667.082031 Penalty: 2909.768066
	Iteration 21Q: 3 clusters Score -27667.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27667.082031 Penalty: 2909.768066
	Iteration 22F: 3 clusters Score -27667.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Entering Unmasked Estep 
Score: -1707438.625000 Penalty: 2260.502686
	Iteration 0F: 2 clusters Score -1707439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1700314.125000 Penalty: 4521.005371
	Iteration 0F: 3 clusters Score -1700314 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1702320.125000 Penalty: 4521.005371
	Iteration 1F: 3 clusters Score -1702320 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1702585.875000 Penalty: 4521.005371
	Iteration 2F: 3 clusters Score -1702586 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1702765.250000 Penalty: 4521.005371
	Iteration 3Q: 3 clusters Score -1702765 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1702908.000000 Penalty: 4521.005371
	Iteration 4Q: 3 clusters Score -1702908 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1703017.875000 Penalty: 4521.005371
	Iteration 5Q: 3 clusters Score -1703018 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1703114.375000 Penalty: 4521.005371
	Iteration 6Q: 3 clusters Score -1703114 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1703215.000000 Penalty: 4521.005371
	Iteration 7Q: 3 clusters Score -1703215 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1703322.250000 Penalty: 4521.005371
	Iteration 8Q: 3 clusters Score -1703322 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1703441.125000 Penalty: 4521.005371
	Iteration 9Q: 3 clusters Score -1703441 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1703603.750000 Penalty: 4521.005371
	Iteration 10Q: 3 clusters Score -1703604 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1703771.250000 Penalty: 4521.005371
	Iteration 11Q: 3 clusters Score -1703771 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1703954.000000 Penalty: 4521.005371
	Iteration 12Q: 3 clusters Score -1703954 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1704139.375000 Penalty: 4521.005371
	Iteration 13Q: 3 clusters Score -1704139 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1704334.000000 Penalty: 4521.005371
	Iteration 14Q: 3 clusters Score -1704334 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1704547.125000 Penalty: 4521.005371
	Iteration 15Q: 3 clusters Score -1704547 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1704731.750000 Penalty: 4521.005371
	Iteration 16Q: 3 clusters Score -1704732 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1704918.875000 Penalty: 4521.005371
	Iteration 17Q: 3 clusters Score -1704919 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1705055.125000 Penalty: 4521.005371
	Iteration 18Q: 3 clusters Score -1705055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1705153.125000 Penalty: 4521.005371
	Iteration 19Q: 3 clusters Score -1705153 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1705232.625000 Penalty: 4521.005371
	Iteration 20F: 3 clusters Score -1705233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1705290.625000 Penalty: 4521.005371
	Iteration 21Q: 3 clusters Score -1705291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1705325.250000 Penalty: 4521.005371
	Iteration 22Q: 3 clusters Score -1705325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1705345.000000 Penalty: 4521.005371
	Iteration 23Q: 3 clusters Score -1705345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1705364.750000 Penalty: 4521.005371
	Iteration 24Q: 3 clusters Score -1705365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1705380.000000 Penalty: 4521.005371
	Iteration 25Q: 3 clusters Score -1705380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1705387.000000 Penalty: 4521.005371
	Iteration 26Q: 3 clusters Score -1705387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1705404.375000 Penalty: 4521.005371
	Iteration 27Q: 3 clusters Score -1705404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1705423.250000 Penalty: 4521.005371
	Iteration 28Q: 3 clusters Score -1705423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1705437.500000 Penalty: 4521.005371
	Iteration 29Q: 3 clusters Score -1705438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1705450.250000 Penalty: 4521.005371
	Iteration 30Q: 3 clusters Score -1705450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1705461.000000 Penalty: 4521.005371
	Iteration 31Q: 3 clusters Score -1705461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1705465.000000 Penalty: 4521.005371
	Iteration 32Q: 3 clusters Score -1705465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1705466.250000 Penalty: 4521.005371
	Iteration 33Q: 3 clusters Score -1705466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1705469.375000 Penalty: 4521.005371
	Iteration 34Q: 3 clusters Score -1705469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1705469.375000 Penalty: 4521.005371
	Iteration 35F: 3 clusters Score -1705469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Entering Unmasked Estep 
Score: -9707593.000000 Penalty: 2693.717529
	Iteration 0F: 2 clusters Score -9707593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -9674781.000000 Penalty: 5387.435059
	Iteration 0F: 3 clusters Score -9674781 nChanged 24243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -9688369.000000 Penalty: 5387.435059
	Iteration 1F: 3 clusters Score -9688369 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -9688948.000000 Penalty: 5387.435059
	Iteration 2Q: 3 clusters Score -9688948 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -9689673.000000 Penalty: 5387.435059
	Iteration 3Q: 3 clusters Score -9689673 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -9690420.000000 Penalty: 5387.435059
	Iteration 4Q: 3 clusters Score -9690420 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -9691751.000000 Penalty: 5387.435059
	Iteration 5F: 3 clusters Score -9691751 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -9693707.000000 Penalty: 5387.435059
	Iteration 6F: 3 clusters Score -9693707 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -9696572.000000 Penalty: 5387.435059
	Iteration 7F: 3 clusters Score -9696572 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -9699843.000000 Penalty: 5387.435059
	Iteration 8F: 3 clusters Score -9699843 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -9702666.000000 Penalty: 5387.435059
	Iteration 9F: 3 clusters Score -9702666 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -9704227.000000 Penalty: 5387.435059
	Iteration 10Q: 3 clusters Score -9704227 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -9704882.000000 Penalty: 5387.435059
	Iteration 11Q: 3 clusters Score -9704882 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -9705116.000000 Penalty: 5387.435059
	Iteration 12Q: 3 clusters Score -9705116 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -9705222.000000 Penalty: 5387.435059
	Iteration 13Q: 3 clusters Score -9705222 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -9705313.000000 Penalty: 5387.435059
	Iteration 14Q: 3 clusters Score -9705313 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -9705368.000000 Penalty: 5387.435059
	Iteration 15Q: 3 clusters Score -9705368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -9705382.000000 Penalty: 5387.435059
	Iteration 16Q: 3 clusters Score -9705382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -9705416.000000 Penalty: 5387.435059
	Iteration 17Q: 3 clusters Score -9705416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -9705418.000000 Penalty: 5387.435059
	Iteration 18Q: 3 clusters Score -9705418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -9705426.000000 Penalty: 5387.435059
	Iteration 19Q: 3 clusters Score -9705426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -9705436.000000 Penalty: 5387.435059
	Iteration 20F: 3 clusters Score -9705436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -9705432.000000 Penalty: 5387.435059
	Iteration 21Q: 3 clusters Score -9705432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -9705434.000000 Penalty: 5387.435059
	Iteration 22Q: 3 clusters Score -9705434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -9705453.000000 Penalty: 5387.435059
	Iteration 23Q: 3 clusters Score -9705453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -9705452.000000 Penalty: 5387.435059
	Iteration 24Q: 3 clusters Score -9705452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -9705479.000000 Penalty: 5387.435059
	Iteration 25Q: 3 clusters Score -9705479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -9705478.000000 Penalty: 5387.435059
	Iteration 26Q: 3 clusters Score -9705478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -9705486.000000 Penalty: 5387.435059
	Iteration 27Q: 3 clusters Score -9705486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -9705480.000000 Penalty: 5387.435059
	Iteration 28Q: 3 clusters Score -9705480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -9705483.000000 Penalty: 5387.435059
	Iteration 29Q: 3 clusters Score -9705483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -9705491.000000 Penalty: 5387.435059
	Iteration 30Q: 3 clusters Score -9705491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -9705494.000000 Penalty: 5387.435059
	Iteration 31Q: 3 clusters Score -9705494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -9705497.000000 Penalty: 5387.435059
	Iteration 32Q: 3 clusters Score -9705497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -9705493.000000 Penalty: 5387.435059
	Iteration 33Q: 3 clusters Score -9705493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -9705497.000000 Penalty: 5387.435059
	Iteration 34Q: 3 clusters Score -9705497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -9705504.000000 Penalty: 5387.435059
	Iteration 35Q: 3 clusters Score -9705504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -9705500.000000 Penalty: 5387.435059
	Iteration 36Q: 3 clusters Score -9705500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -9705501.000000 Penalty: 5387.435059
	Iteration 37Q: 3 clusters Score -9705501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -9705501.000000 Penalty: 5387.435059
	Iteration 38F: 3 clusters Score -9705501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 47081 members 
Mstep: Class 3 contains 50469 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49603 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 42750 members 
Mstep: Class 9 contains 38810 members 
Mstep: Class 10 contains 26761 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48399 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 39530 members 
Mstep: Class 17 contains 35560 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47487 members 
Mstep: Class 23 contains 22921 members 
Mstep: Class 24 contains 32912 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 9090 members 
Mstep: Class 28 contains 52144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143104.000000 Penalty: 85816.687500
Iteration 159Q: 27 clusters Score -1.101431e+08 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 47151 members 
Mstep: Class 3 contains 50163 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49438 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 42403 members 
Mstep: Class 9 contains 38784 members 
Mstep: Class 10 contains 26712 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48347 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 39593 members 
Mstep: Class 17 contains 35075 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47281 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 33080 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 9169 members 
Mstep: Class 28 contains 52162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142488.000000 Penalty: 85816.687500
Iteration 160F: 27 clusters Score -1.101425e+08 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 47173 members 
Mstep: Class 3 contains 50259 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49334 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 42122 members 
Mstep: Class 9 contains 38781 members 
Mstep: Class 10 contains 26621 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48289 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 39774 members 
Mstep: Class 17 contains 34586 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47371 members 
Mstep: Class 23 contains 21448 members 
Mstep: Class 24 contains 33256 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 9264 members 
Mstep: Class 28 contains 51674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141792.000000 Penalty: 85816.687500
Iteration 161Q: 27 clusters Score -1.101418e+08 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 47328 members 
Mstep: Class 3 contains 50267 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49393 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 41850 members 
Mstep: Class 9 contains 38800 members 
Mstep: Class 10 contains 26548 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48253 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 39941 members 
Mstep: Class 17 contains 34096 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47506 members 
Mstep: Class 23 contains 20864 members 
Mstep: Class 24 contains 33461 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 9384 members 
Mstep: Class 28 contains 51141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141240.000000 Penalty: 85816.687500
Iteration 162Q: 27 clusters Score -1.101412e+08 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 47429 members 
Mstep: Class 3 contains 50149 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49555 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 41643 members 
Mstep: Class 9 contains 38828 members 
Mstep: Class 10 contains 26477 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48210 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 40085 members 
Mstep: Class 17 contains 33618 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47496 members 
Mstep: Class 23 contains 20401 members 
Mstep: Class 24 contains 33654 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 9509 members 
Mstep: Class 28 contains 50924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140920.000000 Penalty: 85816.687500
Iteration 163Q: 27 clusters Score -1.101409e+08 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 47535 members 
Mstep: Class 3 contains 50038 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49706 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 41480 members 
Mstep: Class 9 contains 38864 members 
Mstep: Class 10 contains 26415 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48140 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 40139 members 
Mstep: Class 17 contains 33160 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47491 members 
Mstep: Class 23 contains 20060 members 
Mstep: Class 24 contains 33861 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 50954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140832.000000 Penalty: 85816.687500
Iteration 164Q: 27 clusters Score -1.101408e+08 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 47582 members 
Mstep: Class 3 contains 49924 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49829 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 41345 members 
Mstep: Class 9 contains 38891 members 
Mstep: Class 10 contains 26367 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48108 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 40203 members 
Mstep: Class 17 contains 32733 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47434 members 
Mstep: Class 23 contains 19732 members 
Mstep: Class 24 contains 34052 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 9773 members 
Mstep: Class 28 contains 51101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141016.000000 Penalty: 85816.687500
Iteration 165Q: 27 clusters Score -1.10141e+08 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 47567 members 
Mstep: Class 3 contains 49925 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49986 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 41249 members 
Mstep: Class 9 contains 38904 members 
Mstep: Class 10 contains 26292 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48077 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 40263 members 
Mstep: Class 17 contains 32332 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47386 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 34279 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 9935 members 
Mstep: Class 28 contains 51246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140872.000000 Penalty: 85816.687500
Iteration 166Q: 27 clusters Score -1.101409e+08 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 47519 members 
Mstep: Class 3 contains 49830 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50177 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 8 contains 41144 members 
Mstep: Class 9 contains 38917 members 
Mstep: Class 10 contains 26256 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48060 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 40297 members 
Mstep: Class 17 contains 31941 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47395 members 
Mstep: Class 23 contains 18996 members 
Mstep: Class 24 contains 34503 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 10080 members 
Mstep: Class 28 contains 51463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140664.000000 Penalty: 85816.687500
Iteration 167Q: 27 clusters Score -1.101407e+08 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 47439 members 
Mstep: Class 3 contains 49739 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50338 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 41062 members 
Mstep: Class 9 contains 38949 members 
Mstep: Class 10 contains 26256 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48051 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 40324 members 
Mstep: Class 17 contains 31556 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47409 members 
Mstep: Class 23 contains 18583 members 
Mstep: Class 24 contains 34721 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 10272 members 
Mstep: Class 28 contains 51649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140008.000000 Penalty: 85816.687500
Iteration 168Q: 27 clusters Score -1.1014e+08 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 47375 members 
Mstep: Class 3 contains 49664 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50441 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 41019 members 
Mstep: Class 9 contains 38975 members 
Mstep: Class 10 contains 26229 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48031 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 40295 members 
Mstep: Class 17 contains 31215 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47480 members 
Mstep: Class 23 contains 18239 members 
Mstep: Class 24 contains 34931 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 10459 members 
Mstep: Class 28 contains 51828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140232.000000 Penalty: 85816.687500
Iteration 169Q: 27 clusters Score -1.101402e+08 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 47343 members 
Mstep: Class 3 contains 49567 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50512 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 41033 members 
Mstep: Class 9 contains 38994 members 
Mstep: Class 10 contains 26189 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 40267 members 
Mstep: Class 17 contains 30898 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47552 members 
Mstep: Class 23 contains 17913 members 
Mstep: Class 24 contains 35106 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 10612 members 
Mstep: Class 28 contains 52036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139840.000000 Penalty: 85816.687500
Iteration 170Q: 27 clusters Score -1.101398e+08 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 47322 members 
Mstep: Class 3 contains 49422 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 41011 members 
Mstep: Class 9 contains 39014 members 
Mstep: Class 10 contains 26150 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 48000 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 40302 members 
Mstep: Class 17 contains 30557 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47602 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 35295 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 10790 members 
Mstep: Class 28 contains 52270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139784.000000 Penalty: 85816.687500
Iteration 171Q: 27 clusters Score -1.101398e+08 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 47279 members 
Mstep: Class 3 contains 49258 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50638 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 41021 members 
Mstep: Class 9 contains 39053 members 
Mstep: Class 10 contains 26116 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47996 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 40391 members 
Mstep: Class 17 contains 30197 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47553 members 
Mstep: Class 23 contains 17332 members 
Mstep: Class 24 contains 35532 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 10950 members 
Mstep: Class 28 contains 52475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140032.000000 Penalty: 85816.687500
Iteration 172Q: 27 clusters Score -1.1014e+08 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 47202 members 
Mstep: Class 3 contains 49070 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50679 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 41028 members 
Mstep: Class 9 contains 39070 members 
Mstep: Class 10 contains 26090 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47978 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 40537 members 
Mstep: Class 17 contains 29834 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47536 members 
Mstep: Class 23 contains 17063 members 
Mstep: Class 24 contains 35765 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 11070 members 
Mstep: Class 28 contains 52655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139856.000000 Penalty: 85816.687500
Iteration 173Q: 27 clusters Score -1.101399e+08 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 47133 members 
Mstep: Class 3 contains 48998 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50654 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 40999 members 
Mstep: Class 9 contains 39087 members 
Mstep: Class 10 contains 26029 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47957 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 40641 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47582 members 
Mstep: Class 23 contains 16773 members 
Mstep: Class 24 contains 36087 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 11178 members 
Mstep: Class 28 contains 52838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110139936.000000 Penalty: 85816.687500
Iteration 174Q: 27 clusters Score -1.101399e+08 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 47056 members 
Mstep: Class 3 contains 48967 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50712 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 40972 members 
Mstep: Class 9 contains 39132 members 
Mstep: Class 10 contains 25964 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47930 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 29019 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47590 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 36409 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 11322 members 
Mstep: Class 28 contains 53036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140040.000000 Penalty: 85816.687500
Iteration 175Q: 27 clusters Score -1.1014e+08 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 47053 members 
Mstep: Class 3 contains 48932 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50721 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 40966 members 
Mstep: Class 9 contains 39170 members 
Mstep: Class 10 contains 25921 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47920 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 40819 members 
Mstep: Class 17 contains 28615 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47608 members 
Mstep: Class 23 contains 16191 members 
Mstep: Class 24 contains 36724 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 11456 members 
Mstep: Class 28 contains 53216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140064.000000 Penalty: 85816.687500
Iteration 176Q: 27 clusters Score -1.101401e+08 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 47080 members 
Mstep: Class 3 contains 48928 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50696 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 40995 members 
Mstep: Class 9 contains 39213 members 
Mstep: Class 10 contains 25892 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 47920 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 40913 members 
Mstep: Class 17 contains 28232 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47549 members 
Mstep: Class 23 contains 15891 members 
Mstep: Class 24 contains 37005 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 11586 members 
Mstep: Class 28 contains 53387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140376.000000 Penalty: 85816.687500
Iteration 177Q: 27 clusters Score -1.101404e+08 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 47088 members 
Mstep: Class 3 contains 48962 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50680 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 41016 members 
Mstep: Class 9 contains 39244 members 
Mstep: Class 10 contains 25875 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47917 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 40996 members 
Mstep: Class 17 contains 27826 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47575 members 
Mstep: Class 23 contains 15597 members 
Mstep: Class 24 contains 37280 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 11736 members 
Mstep: Class 28 contains 53483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140272.000000 Penalty: 85816.687500
Iteration 178Q: 27 clusters Score -1.101403e+08 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 47109 members 
Mstep: Class 3 contains 48988 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50697 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 41035 members 
Mstep: Class 9 contains 39286 members 
Mstep: Class 10 contains 25866 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47939 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 41063 members 
Mstep: Class 17 contains 27460 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47587 members 
Mstep: Class 23 contains 15322 members 
Mstep: Class 24 contains 37520 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 11871 members 
Mstep: Class 28 contains 53605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140368.000000 Penalty: 85816.687500
Iteration 179Q: 27 clusters Score -1.101404e+08 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 47168 members 
Mstep: Class 3 contains 48970 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50736 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 41050 members 
Mstep: Class 9 contains 39340 members 
Mstep: Class 10 contains 25857 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47971 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41115 members 
Mstep: Class 17 contains 27092 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47560 members 
Mstep: Class 23 contains 15091 members 
Mstep: Class 24 contains 37771 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 53701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140112.000000 Penalty: 85816.687500
Iteration 180F: 27 clusters Score -1.101401e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 47157 members 
Mstep: Class 3 contains 48959 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50797 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2663 members 
Mstep: Class 8 contains 41086 members 
Mstep: Class 9 contains 39380 members 
Mstep: Class 10 contains 25829 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47989 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41190 members 
Mstep: Class 17 contains 26733 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47557 members 
Mstep: Class 23 contains 14860 members 
Mstep: Class 24 contains 38009 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 12189 members 
Mstep: Class 28 contains 53796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140104.000000 Penalty: 85816.687500
Iteration 181Q: 27 clusters Score -1.101401e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 47169 members 
Mstep: Class 3 contains 48986 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50837 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2663 members 
Mstep: Class 8 contains 41105 members 
Mstep: Class 9 contains 39435 members 
Mstep: Class 10 contains 25798 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48013 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41250 members 
Mstep: Class 17 contains 26355 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47536 members 
Mstep: Class 23 contains 14662 members 
Mstep: Class 24 contains 38283 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 12358 members 
Mstep: Class 28 contains 53826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140272.000000 Penalty: 85816.687500
Iteration 182Q: 27 clusters Score -1.101403e+08 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 47195 members 
Mstep: Class 3 contains 48988 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50891 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2663 members 
Mstep: Class 8 contains 41079 members 
Mstep: Class 9 contains 39475 members 
Mstep: Class 10 contains 25765 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48027 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 41335 members 
Mstep: Class 17 contains 25987 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47477 members 
Mstep: Class 23 contains 14465 members 
Mstep: Class 24 contains 38571 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 12576 members 
Mstep: Class 28 contains 53811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140392.000000 Penalty: 85816.687500
Iteration 183Q: 27 clusters Score -1.101404e+08 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 47187 members 
Mstep: Class 3 contains 49016 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51006 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 41043 members 
Mstep: Class 9 contains 39504 members 
Mstep: Class 10 contains 25760 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48032 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 41401 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47413 members 
Mstep: Class 23 contains 14272 members 
Mstep: Class 24 contains 38869 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 12799 members 
Mstep: Class 28 contains 53772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140456.000000 Penalty: 85816.687500
Iteration 184Q: 27 clusters Score -1.101405e+08 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 47206 members 
Mstep: Class 3 contains 49038 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51091 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2665 members 
Mstep: Class 8 contains 41030 members 
Mstep: Class 9 contains 39527 members 
Mstep: Class 10 contains 25715 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48039 members 
Mstep: Class 14 contains 745 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41445 members 
Mstep: Class 17 contains 25238 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47421 members 
Mstep: Class 23 contains 14071 members 
Mstep: Class 24 contains 39182 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 13032 members 
Mstep: Class 28 contains 53768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140216.000000 Penalty: 85816.687500
Iteration 185Q: 27 clusters Score -1.101402e+08 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 47236 members 
Mstep: Class 3 contains 49107 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51115 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 41042 members 
Mstep: Class 9 contains 39534 members 
Mstep: Class 10 contains 25683 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41511 members 
Mstep: Class 17 contains 24842 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47397 members 
Mstep: Class 23 contains 13866 members 
Mstep: Class 24 contains 39531 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 13270 members 
Mstep: Class 28 contains 53755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140384.000000 Penalty: 85816.687500
Iteration 186Q: 27 clusters Score -1.101404e+08 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 47250 members 
Mstep: Class 3 contains 49120 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51236 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 41034 members 
Mstep: Class 9 contains 39541 members 
Mstep: Class 10 contains 25640 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48037 members 
Mstep: Class 14 contains 745 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 41586 members 
Mstep: Class 17 contains 24417 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47449 members 
Mstep: Class 23 contains 13666 members 
Mstep: Class 24 contains 39939 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 13510 members 
Mstep: Class 28 contains 53727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140448.000000 Penalty: 85816.687500
Iteration 187Q: 27 clusters Score -1.101404e+08 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 47232 members 
Mstep: Class 3 contains 49166 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51331 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 41019 members 
Mstep: Class 9 contains 39561 members 
Mstep: Class 10 contains 25580 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48057 members 
Mstep: Class 14 contains 745 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41691 members 
Mstep: Class 17 contains 23998 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47415 members 
Mstep: Class 23 contains 13488 members 
Mstep: Class 24 contains 40323 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 13808 members 
Mstep: Class 28 contains 53747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140560.000000 Penalty: 85816.687500
Iteration 188Q: 27 clusters Score -1.101406e+08 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 47168 members 
Mstep: Class 3 contains 49240 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51437 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 41011 members 
Mstep: Class 9 contains 39577 members 
Mstep: Class 10 contains 25515 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48062 members 
Mstep: Class 14 contains 745 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41746 members 
Mstep: Class 17 contains 23573 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47513 members 
Mstep: Class 23 contains 13312 members 
Mstep: Class 24 contains 40724 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 14064 members 
Mstep: Class 28 contains 53700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140576.000000 Penalty: 85816.687500
Iteration 189Q: 27 clusters Score -1.101406e+08 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 47182 members 
Mstep: Class 3 contains 49297 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51577 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41006 members 
Mstep: Class 9 contains 39590 members 
Mstep: Class 10 contains 25429 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48079 members 
Mstep: Class 14 contains 745 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41797 members 
Mstep: Class 17 contains 23142 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47591 members 
Mstep: Class 23 contains 13162 members 
Mstep: Class 24 contains 41126 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 14342 members 
Mstep: Class 28 contains 53607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140784.000000 Penalty: 85816.687500
Iteration 190Q: 27 clusters Score -1.101408e+08 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 47243 members 
Mstep: Class 3 contains 49308 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51708 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 41040 members 
Mstep: Class 9 contains 39607 members 
Mstep: Class 10 contains 25359 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48078 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41853 members 
Mstep: Class 17 contains 22750 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47629 members 
Mstep: Class 23 contains 13020 members 
Mstep: Class 24 contains 41498 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 14671 members 
Mstep: Class 28 contains 53461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110140648.000000 Penalty: 85816.687500
Iteration 191Q: 27 clusters Score -1.101406e+08 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 47331 members 
Mstep: Class 3 contains 49321 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51776 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 41046 members 
Mstep: Class 9 contains 39615 members 
Mstep: Class 10 contains 25282 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48087 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 41902 members 
Mstep: Class 17 contains 22329 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47666 members 
Mstep: Class 23 contains 12909 members 
Mstep: Class 24 contains 41942 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 14994 members 
Mstep: Class 28 contains 53317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141048.000000 Penalty: 85816.687500
Iteration 192Q: 27 clusters Score -1.10141e+08 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 47449 members 
Mstep: Class 3 contains 49304 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51808 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 41090 members 
Mstep: Class 9 contains 39597 members 
Mstep: Class 10 contains 25191 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48080 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41906 members 
Mstep: Class 17 contains 21949 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47624 members 
Mstep: Class 23 contains 12815 members 
Mstep: Class 24 contains 42359 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 15354 members 
Mstep: Class 28 contains 53312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141152.000000 Penalty: 85816.687500
Iteration 193Q: 27 clusters Score -1.101412e+08 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 47531 members 
Mstep: Class 3 contains 49294 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 51864 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 41147 members 
Mstep: Class 9 contains 39602 members 
Mstep: Class 10 contains 25106 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48082 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41981 members 
Mstep: Class 17 contains 21568 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47570 members 
Mstep: Class 23 contains 12722 members 
Mstep: Class 24 contains 42721 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 15731 members 
Mstep: Class 28 contains 53230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141648.000000 Penalty: 85816.687500
Iteration 194Q: 27 clusters Score -1.101416e+08 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 47562 members 
Mstep: Class 3 contains 49371 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 51911 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 41157 members 
Mstep: Class 9 contains 39581 members 
Mstep: Class 10 contains 25012 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48088 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 42050 members 
Mstep: Class 17 contains 21179 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47553 members 
Mstep: Class 23 contains 12619 members 
Mstep: Class 24 contains 43118 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 16118 members 
Mstep: Class 28 contains 53036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141848.000000 Penalty: 85816.687500
Iteration 195Q: 27 clusters Score -1.101418e+08 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 47512 members 
Mstep: Class 3 contains 49458 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 51879 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41157 members 
Mstep: Class 9 contains 39537 members 
Mstep: Class 10 contains 24939 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48083 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 42139 members 
Mstep: Class 17 contains 20793 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47595 members 
Mstep: Class 23 contains 12514 members 
Mstep: Class 24 contains 43539 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 16529 members 
Mstep: Class 28 contains 52824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142144.000000 Penalty: 85816.687500
Iteration 196Q: 27 clusters Score -1.101421e+08 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 47473 members 
Mstep: Class 3 contains 49563 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 51914 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41148 members 
Mstep: Class 9 contains 39505 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48097 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 42257 members 
Mstep: Class 17 contains 20392 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47591 members 
Mstep: Class 23 contains 12432 members 
Mstep: Class 24 contains 43969 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 16986 members 
Mstep: Class 28 contains 52616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110142688.000000 Penalty: 85816.687500
Iteration 197Q: 27 clusters Score -1.101427e+08 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 47481 members 
Mstep: Class 3 contains 49656 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 51974 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41156 members 
Mstep: Class 9 contains 39495 members 
Mstep: Class 10 contains 24796 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48110 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 42408 members 
Mstep: Class 17 contains 20036 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47580 members 
Mstep: Class 23 contains 12356 members 
Mstep: Class 24 contains 44345 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 17430 members 
Mstep: Class 28 contains 52383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143024.000000 Penalty: 85816.687500
Iteration 198Q: 27 clusters Score -1.10143e+08 nChanged 4880
Entering ConstructFrom: 
Score: -110143024.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (53100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Entering Unmasked Estep 
Score: -9911167.000000 Penalty: 2698.223145
	Iteration 0F: 2 clusters Score -9911167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -9878432.000000 Penalty: 5396.446289
	Iteration 0F: 3 clusters Score -9878432 nChanged 24603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -9892199.000000 Penalty: 5396.446289
	Iteration 1F: 3 clusters Score -9892199 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -9892810.000000 Penalty: 5396.446289
	Iteration 2Q: 3 clusters Score -9892810 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -9893495.000000 Penalty: 5396.446289
	Iteration 3Q: 3 clusters Score -9893495 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -9894161.000000 Penalty: 5396.446289
	Iteration 4Q: 3 clusters Score -9894161 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -9894970.000000 Penalty: 5396.446289
	Iteration 5Q: 3 clusters Score -9894970 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -9895990.000000 Penalty: 5396.446289
	Iteration 6Q: 3 clusters Score -9895990 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -9897121.000000 Penalty: 5396.446289
	Iteration 7Q: 3 clusters Score -9897121 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -9898359.000000 Penalty: 5396.446289
	Iteration 8Q: 3 clusters Score -9898359 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -9899928.000000 Penalty: 5396.446289
	Iteration 9F: 3 clusters Score -9899928 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -9901712.000000 Penalty: 5396.446289
	Iteration 10F: 3 clusters Score -9901712 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -9903464.000000 Penalty: 5396.446289
	Iteration 11Q: 3 clusters Score -9903464 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -9904749.000000 Penalty: 5396.446289
	Iteration 12Q: 3 clusters Score -9904749 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -9905560.000000 Penalty: 5396.446289
	Iteration 13Q: 3 clusters Score -9905560 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -9906117.000000 Penalty: 5396.446289
	Iteration 14Q: 3 clusters Score -9906117 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -9906544.000000 Penalty: 5396.446289
	Iteration 15Q: 3 clusters Score -9906544 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -9906961.000000 Penalty: 5396.446289
	Iteration 16Q: 3 clusters Score -9906961 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -9907364.000000 Penalty: 5396.446289
	Iteration 17Q: 3 clusters Score -9907364 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -9907788.000000 Penalty: 5396.446289
	Iteration 18Q: 3 clusters Score -9907788 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -9908103.000000 Penalty: 5396.446289
	Iteration 19Q: 3 clusters Score -9908103 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -9908287.000000 Penalty: 5396.446289
	Iteration 20F: 3 clusters Score -9908287 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -9908472.000000 Penalty: 5396.446289
	Iteration 21Q: 3 clusters Score -9908472 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -9908582.000000 Penalty: 5396.446289
	Iteration 22Q: 3 clusters Score -9908582 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9908687.000000 Penalty: 5396.446289
	Iteration 23Q: 3 clusters Score -9908687 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -9908736.000000 Penalty: 5396.446289
	Iteration 24Q: 3 clusters Score -9908736 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -9908773.000000 Penalty: 5396.446289
	Iteration 25Q: 3 clusters Score -9908773 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9908758.000000 Penalty: 5396.446289
	Iteration 26Q: 3 clusters Score -9908758 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9908768.000000 Penalty: 5396.446289
	Iteration 27Q: 3 clusters Score -9908768 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9908775.000000 Penalty: 5396.446289
	Iteration 28Q: 3 clusters Score -9908775 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9908835.000000 Penalty: 5396.446289
	Iteration 29Q: 3 clusters Score -9908835 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9908832.000000 Penalty: 5396.446289
	Iteration 30Q: 3 clusters Score -9908832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9908840.000000 Penalty: 5396.446289
	Iteration 31Q: 3 clusters Score -9908840 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9908836.000000 Penalty: 5396.446289
	Iteration 32Q: 3 clusters Score -9908836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9908869.000000 Penalty: 5396.446289
	Iteration 33Q: 3 clusters Score -9908869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9908911.000000 Penalty: 5396.446289
	Iteration 34Q: 3 clusters Score -9908911 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -9908952.000000 Penalty: 5396.446289
	Iteration 35Q: 3 clusters Score -9908952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9908974.000000 Penalty: 5396.446289
	Iteration 36Q: 3 clusters Score -9908974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9908980.000000 Penalty: 5396.446289
	Iteration 37Q: 3 clusters Score -9908980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9909000.000000 Penalty: 5396.446289
	Iteration 38Q: 3 clusters Score -9909000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9909017.000000 Penalty: 5396.446289
	Iteration 39Q: 3 clusters Score -9909017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9909025.000000 Penalty: 5396.446289
	Iteration 40F: 3 clusters Score -9909025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9909011.000000 Penalty: 5396.446289
	Iteration 41Q: 3 clusters Score -9909011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9909024.000000 Penalty: 5396.446289
	Iteration 42Q: 3 clusters Score -9909024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9909030.000000 Penalty: 5396.446289
	Iteration 43Q: 3 clusters Score -9909030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9909017.000000 Penalty: 5396.446289
	Iteration 44Q: 3 clusters Score -9909017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9909041.000000 Penalty: 5396.446289
	Iteration 45Q: 3 clusters Score -9909041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9909062.000000 Penalty: 5396.446289
	Iteration 46Q: 3 clusters Score -9909062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9909068.000000 Penalty: 5396.446289
	Iteration 47Q: 3 clusters Score -9909068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9909065.000000 Penalty: 5396.446289
	Iteration 48Q: 3 clusters Score -9909065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9909071.000000 Penalty: 5396.446289
	Iteration 49Q: 3 clusters Score -9909071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9909070.000000 Penalty: 5396.446289
	Iteration 50Q: 3 clusters Score -9909070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9909083.000000 Penalty: 5396.446289
	Iteration 51Q: 3 clusters Score -9909083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9909088.000000 Penalty: 5396.446289
	Iteration 52Q: 3 clusters Score -9909088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9909078.000000 Penalty: 5396.446289
	Iteration 53Q: 3 clusters Score -9909078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9909089.000000 Penalty: 5396.446289
	Iteration 54Q: 3 clusters Score -9909089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9909076.000000 Penalty: 5396.446289
	Iteration 55Q: 3 clusters Score -9909076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9909083.000000 Penalty: 5396.446289
	Iteration 56Q: 3 clusters Score -9909083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9909085.000000 Penalty: 5396.446289
	Iteration 57Q: 3 clusters Score -9909085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9909094.000000 Penalty: 5396.446289
	Iteration 58Q: 3 clusters Score -9909094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9909095.000000 Penalty: 5396.446289
	Iteration 59Q: 3 clusters Score -9909095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9909103.000000 Penalty: 5396.446289
	Iteration 60F: 3 clusters Score -9909103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9909102.000000 Penalty: 5396.446289
	Iteration 61Q: 3 clusters Score -9909102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9909095.000000 Penalty: 5396.446289
	Iteration 62Q: 3 clusters Score -9909095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9909091.000000 Penalty: 5396.446289
	Iteration 63Q: 3 clusters Score -9909091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9909090.000000 Penalty: 5396.446289
	Iteration 64Q: 3 clusters Score -9909090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9909098.000000 Penalty: 5396.446289
	Iteration 65Q: 3 clusters Score -9909098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9909098.000000 Penalty: 5396.446289
	Iteration 66F: 3 clusters Score -9909098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Entering Unmasked Estep 
Score: -8924267.000000 Penalty: 2670.756592
	Iteration 0F: 2 clusters Score -8924267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -8894243.000000 Penalty: 5341.513184
	Iteration 0F: 3 clusters Score -8894243 nChanged 21881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -8906458.000000 Penalty: 5341.513184
	Iteration 1F: 3 clusters Score -8906458 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -8907071.000000 Penalty: 5341.513184
	Iteration 2Q: 3 clusters Score -8907071 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -8907815.000000 Penalty: 5341.513184
	Iteration 3Q: 3 clusters Score -8907815 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -8908716.000000 Penalty: 5341.513184
	Iteration 4Q: 3 clusters Score -8908716 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -8910065.000000 Penalty: 5341.513184
	Iteration 5F: 3 clusters Score -8910065 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -8912124.000000 Penalty: 5341.513184
	Iteration 6F: 3 clusters Score -8912124 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -8914980.000000 Penalty: 5341.513184
	Iteration 7F: 3 clusters Score -8914980 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -8918023.000000 Penalty: 5341.513184
	Iteration 8F: 3 clusters Score -8918023 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8920136.000000 Penalty: 5341.513184
	Iteration 9F: 3 clusters Score -8920136 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8921435.000000 Penalty: 5341.513184
	Iteration 10Q: 3 clusters Score -8921435 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8921759.000000 Penalty: 5341.513184
	Iteration 11Q: 3 clusters Score -8921759 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8921885.000000 Penalty: 5341.513184
	Iteration 12Q: 3 clusters Score -8921885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8921928.000000 Penalty: 5341.513184
	Iteration 13Q: 3 clusters Score -8921928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8921954.000000 Penalty: 5341.513184
	Iteration 14Q: 3 clusters Score -8921954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8921956.000000 Penalty: 5341.513184
	Iteration 15Q: 3 clusters Score -8921956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8921958.000000 Penalty: 5341.513184
	Iteration 16Q: 3 clusters Score -8921958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8921973.000000 Penalty: 5341.513184
	Iteration 17Q: 3 clusters Score -8921973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8921974.000000 Penalty: 5341.513184
	Iteration 18Q: 3 clusters Score -8921974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8921980.000000 Penalty: 5341.513184
	Iteration 19Q: 3 clusters Score -8921980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8921987.000000 Penalty: 5341.513184
	Iteration 20F: 3 clusters Score -8921987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Entering Unmasked Estep 
Score: -9316282.000000 Penalty: 2681.917236
	Iteration 0F: 2 clusters Score -9316282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -9285377.000000 Penalty: 5363.834473
	Iteration 0F: 3 clusters Score -9285377 nChanged 22992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -9298475.000000 Penalty: 5363.834473
	Iteration 1F: 3 clusters Score -9298475 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -9299217.000000 Penalty: 5363.834473
	Iteration 2Q: 3 clusters Score -9299217 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -9299941.000000 Penalty: 5363.834473
	Iteration 3Q: 3 clusters Score -9299941 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -9300719.000000 Penalty: 5363.834473
	Iteration 4Q: 3 clusters Score -9300719 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -9301585.000000 Penalty: 5363.834473
	Iteration 5Q: 3 clusters Score -9301585 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -9302740.000000 Penalty: 5363.834473
	Iteration 6Q: 3 clusters Score -9302740 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -9304167.000000 Penalty: 5363.834473
	Iteration 7F: 3 clusters Score -9304167 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -9306040.000000 Penalty: 5363.834473
	Iteration 8F: 3 clusters Score -9306040 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -9308054.000000 Penalty: 5363.834473
	Iteration 9F: 3 clusters Score -9308054 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -9309792.000000 Penalty: 5363.834473
	Iteration 10Q: 3 clusters Score -9309792 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -9311275.000000 Penalty: 5363.834473
	Iteration 11Q: 3 clusters Score -9311275 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -9312239.000000 Penalty: 5363.834473
	Iteration 12Q: 3 clusters Score -9312239 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -9312846.000000 Penalty: 5363.834473
	Iteration 13Q: 3 clusters Score -9312846 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -9313348.000000 Penalty: 5363.834473
	Iteration 14Q: 3 clusters Score -9313348 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -9313663.000000 Penalty: 5363.834473
	Iteration 15Q: 3 clusters Score -9313663 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -9313898.000000 Penalty: 5363.834473
	Iteration 16Q: 3 clusters Score -9313898 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -9314069.000000 Penalty: 5363.834473
	Iteration 17Q: 3 clusters Score -9314069 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -9314205.000000 Penalty: 5363.834473
	Iteration 18Q: 3 clusters Score -9314205 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9314322.000000 Penalty: 5363.834473
	Iteration 19Q: 3 clusters Score -9314322 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9314374.000000 Penalty: 5363.834473
	Iteration 20F: 3 clusters Score -9314374 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -9314405.000000 Penalty: 5363.834473
	Iteration 21Q: 3 clusters Score -9314405 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9314427.000000 Penalty: 5363.834473
	Iteration 22Q: 3 clusters Score -9314427 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9314416.000000 Penalty: 5363.834473
	Iteration 23Q: 3 clusters Score -9314416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9314414.000000 Penalty: 5363.834473
	Iteration 24Q: 3 clusters Score -9314414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9314419.000000 Penalty: 5363.834473
	Iteration 25Q: 3 clusters Score -9314419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9314439.000000 Penalty: 5363.834473
	Iteration 26Q: 3 clusters Score -9314439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9314420.000000 Penalty: 5363.834473
	Iteration 27Q: 3 clusters Score -9314420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -9314434.000000 Penalty: 5363.834473
	Iteration 28Q: 3 clusters Score -9314434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9314432.000000 Penalty: 5363.834473
	Iteration 29Q: 3 clusters Score -9314432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9314457.000000 Penalty: 5363.834473
	Iteration 30Q: 3 clusters Score -9314457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9314449.000000 Penalty: 5363.834473
	Iteration 31Q: 3 clusters Score -9314449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9314451.000000 Penalty: 5363.834473
	Iteration 32Q: 3 clusters Score -9314451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9314463.000000 Penalty: 5363.834473
	Iteration 33Q: 3 clusters Score -9314463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9314475.000000 Penalty: 5363.834473
	Iteration 34Q: 3 clusters Score -9314475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9314478.000000 Penalty: 5363.834473
	Iteration 35Q: 3 clusters Score -9314478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9314462.000000 Penalty: 5363.834473
	Iteration 36Q: 3 clusters Score -9314462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9314485.000000 Penalty: 5363.834473
	Iteration 37Q: 3 clusters Score -9314485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9314475.000000 Penalty: 5363.834473
	Iteration 38Q: 3 clusters Score -9314475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9314484.000000 Penalty: 5363.834473
	Iteration 39Q: 3 clusters Score -9314484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -9314484.000000 Penalty: 5363.834473
	Iteration 40F: 3 clusters Score -9314484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -9314464.000000 Penalty: 5363.834473
	Iteration 41Q: 3 clusters Score -9314464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9314467.000000 Penalty: 5363.834473
	Iteration 42Q: 3 clusters Score -9314467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9314466.000000 Penalty: 5363.834473
	Iteration 43Q: 3 clusters Score -9314466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9314487.000000 Penalty: 5363.834473
	Iteration 44Q: 3 clusters Score -9314487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9314484.000000 Penalty: 5363.834473
	Iteration 45Q: 3 clusters Score -9314484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9314485.000000 Penalty: 5363.834473
	Iteration 46Q: 3 clusters Score -9314485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9314481.000000 Penalty: 5363.834473
	Iteration 47Q: 3 clusters Score -9314481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9314471.000000 Penalty: 5363.834473
	Iteration 48Q: 3 clusters Score -9314471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9314481.000000 Penalty: 5363.834473
	Iteration 49Q: 3 clusters Score -9314481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9314477.000000 Penalty: 5363.834473
	Iteration 50Q: 3 clusters Score -9314477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9314480.000000 Penalty: 5363.834473
	Iteration 51Q: 3 clusters Score -9314480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9314487.000000 Penalty: 5363.834473
	Iteration 52Q: 3 clusters Score -9314487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9314481.000000 Penalty: 5363.834473
	Iteration 53Q: 3 clusters Score -9314481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9314481.000000 Penalty: 5363.834473
	Iteration 54Q: 3 clusters Score -9314481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9314480.000000 Penalty: 5363.834473
	Iteration 55Q: 3 clusters Score -9314480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9314472.000000 Penalty: 5363.834473
	Iteration 56Q: 3 clusters Score -9314472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9314476.000000 Penalty: 5363.834473
	Iteration 57Q: 3 clusters Score -9314476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9314472.000000 Penalty: 5363.834473
	Iteration 58Q: 3 clusters Score -9314472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9314475.000000 Penalty: 5363.834473
	Iteration 59Q: 3 clusters Score -9314475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9314476.000000 Penalty: 5363.834473
	Iteration 60F: 3 clusters Score -9314476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -69149.812500 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -69149.81 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 228 members 
Entering Unmasked Estep 
Score: -67828.953125 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -67828.95 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68241.914062 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -68241.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68556.671875 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -68556.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68751.140625 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -68751.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68938.359375 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -68938.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69005.367188 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -69005.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69032.632812 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -69032.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69067.210938 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -69067.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69112.062500 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -69112.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69134.578125 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -69134.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69162.882812 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -69162.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69205.656250 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -69205.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69219.937500 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -69219.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69233.296875 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -69233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69241.218750 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -69241.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69243.468750 Penalty: 3025.758301
	Iteration 15Q: 3 clusters Score -69243.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69243.468750 Penalty: 3025.758301
	Iteration 16F: 3 clusters Score -69243.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 47533 members 
Mstep: Class 3 contains 49721 members 
Mstep: Class 4 contains 188 members 
Mstep: Class 5 contains 52123 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41141 members 
Mstep: Class 9 contains 39500 members 
Mstep: Class 10 contains 24706 members 
Mstep: Class 11 contains 258 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48087 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 42529 members 
Mstep: Class 17 contains 19699 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47566 members 
Mstep: Class 23 contains 12274 members 
Mstep: Class 24 contains 44760 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 17872 members 
Mstep: Class 28 contains 52038 members 
Entering Unmasked Estep 
Score: -110141408.000000 Penalty: 89117.335938
Splitting cluster 4 changes total score from -110143024.000000 to -110141408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (52123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Entering Unmasked Estep 
Score: -9760087.000000 Penalty: 2693.617676
	Iteration 0F: 2 clusters Score -9760087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -9729321.000000 Penalty: 5387.235352
	Iteration 0F: 3 clusters Score -9729321 nChanged 24214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -9743093.000000 Penalty: 5387.235352
	Iteration 1F: 3 clusters Score -9743093 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -9743777.000000 Penalty: 5387.235352
	Iteration 2Q: 3 clusters Score -9743777 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -9744547.000000 Penalty: 5387.235352
	Iteration 3Q: 3 clusters Score -9744547 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -9745424.000000 Penalty: 5387.235352
	Iteration 4Q: 3 clusters Score -9745424 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -9746823.000000 Penalty: 5387.235352
	Iteration 5Q: 3 clusters Score -9746823 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -9749162.000000 Penalty: 5387.235352
	Iteration 6F: 3 clusters Score -9749162 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -9752043.000000 Penalty: 5387.235352
	Iteration 7F: 3 clusters Score -9752043 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -9754851.000000 Penalty: 5387.235352
	Iteration 8F: 3 clusters Score -9754851 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -9756231.000000 Penalty: 5387.235352
	Iteration 9F: 3 clusters Score -9756231 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -9756837.000000 Penalty: 5387.235352
	Iteration 10Q: 3 clusters Score -9756837 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -9757182.000000 Penalty: 5387.235352
	Iteration 11Q: 3 clusters Score -9757182 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -9757502.000000 Penalty: 5387.235352
	Iteration 12Q: 3 clusters Score -9757502 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -9757716.000000 Penalty: 5387.235352
	Iteration 13Q: 3 clusters Score -9757716 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -9757900.000000 Penalty: 5387.235352
	Iteration 14Q: 3 clusters Score -9757900 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -9758041.000000 Penalty: 5387.235352
	Iteration 15Q: 3 clusters Score -9758041 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -9758187.000000 Penalty: 5387.235352
	Iteration 16Q: 3 clusters Score -9758187 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -9758307.000000 Penalty: 5387.235352
	Iteration 17Q: 3 clusters Score -9758307 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -9758387.000000 Penalty: 5387.235352
	Iteration 18Q: 3 clusters Score -9758387 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -9758453.000000 Penalty: 5387.235352
	Iteration 19Q: 3 clusters Score -9758453 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -9758488.000000 Penalty: 5387.235352
	Iteration 20F: 3 clusters Score -9758488 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -9758479.000000 Penalty: 5387.235352
	Iteration 21Q: 3 clusters Score -9758479 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -9758545.000000 Penalty: 5387.235352
	Iteration 22Q: 3 clusters Score -9758545 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -9758575.000000 Penalty: 5387.235352
	Iteration 23Q: 3 clusters Score -9758575 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -9758643.000000 Penalty: 5387.235352
	Iteration 24Q: 3 clusters Score -9758643 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -9758664.000000 Penalty: 5387.235352
	Iteration 25Q: 3 clusters Score -9758664 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -9758678.000000 Penalty: 5387.235352
	Iteration 26Q: 3 clusters Score -9758678 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -9758738.000000 Penalty: 5387.235352
	Iteration 27Q: 3 clusters Score -9758738 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -9758697.000000 Penalty: 5387.235352
	Iteration 28Q: 3 clusters Score -9758697 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -9758689.000000 Penalty: 5387.235352
	Iteration 29Q: 3 clusters Score -9758689 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -9758682.000000 Penalty: 5387.235352
	Iteration 30Q: 3 clusters Score -9758682 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -9758687.000000 Penalty: 5387.235352
	Iteration 31Q: 3 clusters Score -9758687 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -9758685.000000 Penalty: 5387.235352
	Iteration 32Q: 3 clusters Score -9758685 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -9758682.000000 Penalty: 5387.235352
	Iteration 33Q: 3 clusters Score -9758682 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -9758685.000000 Penalty: 5387.235352
	Iteration 34Q: 3 clusters Score -9758685 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -9758650.000000 Penalty: 5387.235352
	Iteration 35Q: 3 clusters Score -9758650 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -9758668.000000 Penalty: 5387.235352
	Iteration 36Q: 3 clusters Score -9758668 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -9758651.000000 Penalty: 5387.235352
	Iteration 37Q: 3 clusters Score -9758651 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -9758630.000000 Penalty: 5387.235352
	Iteration 38Q: 3 clusters Score -9758630 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -9758638.000000 Penalty: 5387.235352
	Iteration 39Q: 3 clusters Score -9758638 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -9758650.000000 Penalty: 5387.235352
	Iteration 40F: 3 clusters Score -9758650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -9758643.000000 Penalty: 5387.235352
	Iteration 41Q: 3 clusters Score -9758643 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -9758655.000000 Penalty: 5387.235352
	Iteration 42Q: 3 clusters Score -9758655 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -9758681.000000 Penalty: 5387.235352
	Iteration 43Q: 3 clusters Score -9758681 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -9758677.000000 Penalty: 5387.235352
	Iteration 44Q: 3 clusters Score -9758677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -9758688.000000 Penalty: 5387.235352
	Iteration 45Q: 3 clusters Score -9758688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -9758690.000000 Penalty: 5387.235352
	Iteration 46Q: 3 clusters Score -9758690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -9758689.000000 Penalty: 5387.235352
	Iteration 47Q: 3 clusters Score -9758689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -9758699.000000 Penalty: 5387.235352
	Iteration 48Q: 3 clusters Score -9758699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -9758708.000000 Penalty: 5387.235352
	Iteration 49Q: 3 clusters Score -9758708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -9758707.000000 Penalty: 5387.235352
	Iteration 50Q: 3 clusters Score -9758707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -9758692.000000 Penalty: 5387.235352
	Iteration 51Q: 3 clusters Score -9758692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -9758699.000000 Penalty: 5387.235352
	Iteration 52Q: 3 clusters Score -9758699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -9758700.000000 Penalty: 5387.235352
	Iteration 53Q: 3 clusters Score -9758700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -9758709.000000 Penalty: 5387.235352
	Iteration 54Q: 3 clusters Score -9758709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -9758705.000000 Penalty: 5387.235352
	Iteration 55Q: 3 clusters Score -9758705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -9758713.000000 Penalty: 5387.235352
	Iteration 56Q: 3 clusters Score -9758713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -9758710.000000 Penalty: 5387.235352
	Iteration 57Q: 3 clusters Score -9758710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -9758724.000000 Penalty: 5387.235352
	Iteration 58Q: 3 clusters Score -9758724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -9758708.000000 Penalty: 5387.235352
	Iteration 59Q: 3 clusters Score -9758708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -9758703.000000 Penalty: 5387.235352
	Iteration 60F: 3 clusters Score -9758703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -9758704.000000 Penalty: 5387.235352
	Iteration 61Q: 3 clusters Score -9758704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -9758715.000000 Penalty: 5387.235352
	Iteration 62Q: 3 clusters Score -9758715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -9758715.000000 Penalty: 5387.235352
	Iteration 63F: 3 clusters Score -9758715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -56379.453125 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -56379.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55095.253906 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -55095.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55287.679688 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -55287.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55339.875000 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -55339.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55353.921875 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -55353.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55368.777344 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -55368.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55374.832031 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -55374.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55379.714844 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -55379.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55383.156250 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -55383.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55386.054688 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -55386.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55388.296875 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -55388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55388.296875 Penalty: 2876.350098
	Iteration 10F: 3 clusters Score -55388.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -477672.437500 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -477672.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -474646.687500 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -474646.7 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -475173.875000 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -475173.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -475315.750000 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -475315.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -475403.843750 Penalty: 3913.171631
	Iteration 3Q: 3 clusters Score -475403.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -475448.625000 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -475448.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -475475.656250 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -475475.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -475492.531250 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -475492.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -475504.062500 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -475504.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -475510.500000 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -475510.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -475514.843750 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -475514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -475521.375000 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -475521.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -475530.343750 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -475530.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -475536.750000 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -475536.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -475543.843750 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -475543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -475548.187500 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -475548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -475551.281250 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -475551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -475553.531250 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -475553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -475555.937500 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -475555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -475556.250000 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -475556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -475556.250000 Penalty: 3913.171631
	Iteration 19F: 3 clusters Score -475556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Entering Unmasked Estep 
Score: -7640847.500000 Penalty: 2634.940674
	Iteration 0F: 2 clusters Score -7640848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -7613216.000000 Penalty: 5269.881348
	Iteration 0F: 3 clusters Score -7613216 nChanged 19020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -7623913.000000 Penalty: 5269.881348
	Iteration 1F: 3 clusters Score -7623913 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -7624381.500000 Penalty: 5269.881348
	Iteration 2Q: 3 clusters Score -7624382 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -7624814.500000 Penalty: 5269.881348
	Iteration 3Q: 3 clusters Score -7624814 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -7625302.500000 Penalty: 5269.881348
	Iteration 4Q: 3 clusters Score -7625302 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -7625715.500000 Penalty: 5269.881348
	Iteration 5Q: 3 clusters Score -7625716 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -7626205.500000 Penalty: 5269.881348
	Iteration 6Q: 3 clusters Score -7626206 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -7626887.000000 Penalty: 5269.881348
	Iteration 7Q: 3 clusters Score -7626887 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -7627803.000000 Penalty: 5269.881348
	Iteration 8Q: 3 clusters Score -7627803 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -7629083.000000 Penalty: 5269.881348
	Iteration 9F: 3 clusters Score -7629083 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -7630738.000000 Penalty: 5269.881348
	Iteration 10F: 3 clusters Score -7630738 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -7632616.000000 Penalty: 5269.881348
	Iteration 11F: 3 clusters Score -7632616 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -7634305.000000 Penalty: 5269.881348
	Iteration 12F: 3 clusters Score -7634305 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -7635666.000000 Penalty: 5269.881348
	Iteration 13Q: 3 clusters Score -7635666 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -7636574.500000 Penalty: 5269.881348
	Iteration 14Q: 3 clusters Score -7636574 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -7637264.000000 Penalty: 5269.881348
	Iteration 15Q: 3 clusters Score -7637264 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -7637752.000000 Penalty: 5269.881348
	Iteration 16Q: 3 clusters Score -7637752 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -7638098.500000 Penalty: 5269.881348
	Iteration 17Q: 3 clusters Score -7638098 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -7638422.000000 Penalty: 5269.881348
	Iteration 18Q: 3 clusters Score -7638422 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -7638604.000000 Penalty: 5269.881348
	Iteration 19Q: 3 clusters Score -7638604 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -7638770.500000 Penalty: 5269.881348
	Iteration 20F: 3 clusters Score -7638770 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -7638847.000000 Penalty: 5269.881348
	Iteration 21Q: 3 clusters Score -7638847 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -7638924.000000 Penalty: 5269.881348
	Iteration 22Q: 3 clusters Score -7638924 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7638942.500000 Penalty: 5269.881348
	Iteration 23Q: 3 clusters Score -7638942 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7638986.000000 Penalty: 5269.881348
	Iteration 24Q: 3 clusters Score -7638986 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7638979.500000 Penalty: 5269.881348
	Iteration 25Q: 3 clusters Score -7638980 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7638985.500000 Penalty: 5269.881348
	Iteration 26Q: 3 clusters Score -7638986 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7638988.500000 Penalty: 5269.881348
	Iteration 27Q: 3 clusters Score -7638988 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7638987.500000 Penalty: 5269.881348
	Iteration 28Q: 3 clusters Score -7638988 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7638973.000000 Penalty: 5269.881348
	Iteration 29Q: 3 clusters Score -7638973 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7638954.500000 Penalty: 5269.881348
	Iteration 30Q: 3 clusters Score -7638954 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7638932.500000 Penalty: 5269.881348
	Iteration 31Q: 3 clusters Score -7638932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7638941.500000 Penalty: 5269.881348
	Iteration 32Q: 3 clusters Score -7638942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7638925.500000 Penalty: 5269.881348
	Iteration 33Q: 3 clusters Score -7638926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7638929.000000 Penalty: 5269.881348
	Iteration 34Q: 3 clusters Score -7638929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7638941.000000 Penalty: 5269.881348
	Iteration 35Q: 3 clusters Score -7638941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7638948.500000 Penalty: 5269.881348
	Iteration 36Q: 3 clusters Score -7638948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7638956.000000 Penalty: 5269.881348
	Iteration 37Q: 3 clusters Score -7638956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7638939.000000 Penalty: 5269.881348
	Iteration 38Q: 3 clusters Score -7638939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7638944.000000 Penalty: 5269.881348
	Iteration 39Q: 3 clusters Score -7638944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7638938.500000 Penalty: 5269.881348
	Iteration 40F: 3 clusters Score -7638938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7638941.500000 Penalty: 5269.881348
	Iteration 41Q: 3 clusters Score -7638942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7638940.500000 Penalty: 5269.881348
	Iteration 42Q: 3 clusters Score -7638940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7638932.000000 Penalty: 5269.881348
	Iteration 43Q: 3 clusters Score -7638932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7638924.000000 Penalty: 5269.881348
	Iteration 44Q: 3 clusters Score -7638924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7638914.500000 Penalty: 5269.881348
	Iteration 45Q: 3 clusters Score -7638914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7638909.500000 Penalty: 5269.881348
	Iteration 46Q: 3 clusters Score -7638910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7638916.000000 Penalty: 5269.881348
	Iteration 47Q: 3 clusters Score -7638916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7638911.500000 Penalty: 5269.881348
	Iteration 48Q: 3 clusters Score -7638912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7638912.500000 Penalty: 5269.881348
	Iteration 49Q: 3 clusters Score -7638912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7638930.000000 Penalty: 5269.881348
	Iteration 50Q: 3 clusters Score -7638930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7638924.500000 Penalty: 5269.881348
	Iteration 51Q: 3 clusters Score -7638924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7638908.500000 Penalty: 5269.881348
	Iteration 52Q: 3 clusters Score -7638908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7638896.000000 Penalty: 5269.881348
	Iteration 53Q: 3 clusters Score -7638896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7638892.500000 Penalty: 5269.881348
	Iteration 54Q: 3 clusters Score -7638892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7638886.500000 Penalty: 5269.881348
	Iteration 55Q: 3 clusters Score -7638886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7638884.500000 Penalty: 5269.881348
	Iteration 56Q: 3 clusters Score -7638884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7638886.500000 Penalty: 5269.881348
	Iteration 57Q: 3 clusters Score -7638886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7638878.000000 Penalty: 5269.881348
	Iteration 58Q: 3 clusters Score -7638878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7638884.500000 Penalty: 5269.881348
	Iteration 59Q: 3 clusters Score -7638884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7638881.500000 Penalty: 5269.881348
	Iteration 60F: 3 clusters Score -7638882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7638881.000000 Penalty: 5269.881348
	Iteration 61Q: 3 clusters Score -7638881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7638892.500000 Penalty: 5269.881348
	Iteration 62Q: 3 clusters Score -7638892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7638893.000000 Penalty: 5269.881348
	Iteration 63Q: 3 clusters Score -7638893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7638888.500000 Penalty: 5269.881348
	Iteration 64Q: 3 clusters Score -7638888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7638908.000000 Penalty: 5269.881348
	Iteration 65Q: 3 clusters Score -7638908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7638915.500000 Penalty: 5269.881348
	Iteration 66Q: 3 clusters Score -7638916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7638908.500000 Penalty: 5269.881348
	Iteration 67Q: 3 clusters Score -7638908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7638907.500000 Penalty: 5269.881348
	Iteration 68Q: 3 clusters Score -7638908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7638910.500000 Penalty: 5269.881348
	Iteration 69Q: 3 clusters Score -7638910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7638909.000000 Penalty: 5269.881348
	Iteration 70Q: 3 clusters Score -7638909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7638910.000000 Penalty: 5269.881348
	Iteration 71Q: 3 clusters Score -7638910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7638910.000000 Penalty: 5269.881348
	Iteration 72Q: 3 clusters Score -7638910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7638907.500000 Penalty: 5269.881348
	Iteration 73Q: 3 clusters Score -7638908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7638911.500000 Penalty: 5269.881348
	Iteration 74Q: 3 clusters Score -7638912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7638911.500000 Penalty: 5269.881348
	Iteration 75Q: 3 clusters Score -7638912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7638908.500000 Penalty: 5269.881348
	Iteration 76Q: 3 clusters Score -7638908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7638908.500000 Penalty: 5269.881348
	Iteration 77F: 3 clusters Score -7638908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Entering Unmasked Estep 
Score: -7148597.500000 Penalty: 2624.845947
	Iteration 0F: 2 clusters Score -7148598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -7121753.000000 Penalty: 5249.691895
	Iteration 0F: 3 clusters Score -7121753 nChanged 18150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -7131541.500000 Penalty: 5249.691895
	Iteration 1F: 3 clusters Score -7131542 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -7131981.500000 Penalty: 5249.691895
	Iteration 2Q: 3 clusters Score -7131982 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -7132345.500000 Penalty: 5249.691895
	Iteration 3Q: 3 clusters Score -7132346 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -7132662.000000 Penalty: 5249.691895
	Iteration 4Q: 3 clusters Score -7132662 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -7132924.500000 Penalty: 5249.691895
	Iteration 5Q: 3 clusters Score -7132924 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -7133157.500000 Penalty: 5249.691895
	Iteration 6Q: 3 clusters Score -7133158 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -7133390.000000 Penalty: 5249.691895
	Iteration 7Q: 3 clusters Score -7133390 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -7133690.500000 Penalty: 5249.691895
	Iteration 8Q: 3 clusters Score -7133690 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -7134052.000000 Penalty: 5249.691895
	Iteration 9Q: 3 clusters Score -7134052 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -7134592.000000 Penalty: 5249.691895
	Iteration 10Q: 3 clusters Score -7134592 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -7135374.500000 Penalty: 5249.691895
	Iteration 11Q: 3 clusters Score -7135374 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -7136477.500000 Penalty: 5249.691895
	Iteration 12Q: 3 clusters Score -7136478 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -7137993.000000 Penalty: 5249.691895
	Iteration 13F: 3 clusters Score -7137993 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -7139713.000000 Penalty: 5249.691895
	Iteration 14F: 3 clusters Score -7139713 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -7141471.500000 Penalty: 5249.691895
	Iteration 15F: 3 clusters Score -7141472 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -7143131.500000 Penalty: 5249.691895
	Iteration 16Q: 3 clusters Score -7143132 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -7144399.500000 Penalty: 5249.691895
	Iteration 17Q: 3 clusters Score -7144400 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -7145196.000000 Penalty: 5249.691895
	Iteration 18Q: 3 clusters Score -7145196 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -7145707.500000 Penalty: 5249.691895
	Iteration 19Q: 3 clusters Score -7145708 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -7145928.500000 Penalty: 5249.691895
	Iteration 20F: 3 clusters Score -7145928 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -7146077.000000 Penalty: 5249.691895
	Iteration 21Q: 3 clusters Score -7146077 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -7146167.500000 Penalty: 5249.691895
	Iteration 22Q: 3 clusters Score -7146168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -7146226.000000 Penalty: 5249.691895
	Iteration 23Q: 3 clusters Score -7146226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -7146269.000000 Penalty: 5249.691895
	Iteration 24Q: 3 clusters Score -7146269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7146305.000000 Penalty: 5249.691895
	Iteration 25Q: 3 clusters Score -7146305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7146332.000000 Penalty: 5249.691895
	Iteration 26Q: 3 clusters Score -7146332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -7146352.500000 Penalty: 5249.691895
	Iteration 27Q: 3 clusters Score -7146352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -7146367.000000 Penalty: 5249.691895
	Iteration 28Q: 3 clusters Score -7146367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -7146377.500000 Penalty: 5249.691895
	Iteration 29Q: 3 clusters Score -7146378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -7146392.000000 Penalty: 5249.691895
	Iteration 30Q: 3 clusters Score -7146392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -7146398.000000 Penalty: 5249.691895
	Iteration 31Q: 3 clusters Score -7146398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -7146403.500000 Penalty: 5249.691895
	Iteration 32Q: 3 clusters Score -7146404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -7146408.000000 Penalty: 5249.691895
	Iteration 33Q: 3 clusters Score -7146408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -7146409.500000 Penalty: 5249.691895
	Iteration 34Q: 3 clusters Score -7146410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -7146417.000000 Penalty: 5249.691895
	Iteration 35Q: 3 clusters Score -7146417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -7146420.500000 Penalty: 5249.691895
	Iteration 36Q: 3 clusters Score -7146420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -7146434.500000 Penalty: 5249.691895
	Iteration 37Q: 3 clusters Score -7146434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -7146429.500000 Penalty: 5249.691895
	Iteration 38Q: 3 clusters Score -7146430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -7146425.500000 Penalty: 5249.691895
	Iteration 39Q: 3 clusters Score -7146426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -7146432.000000 Penalty: 5249.691895
	Iteration 40F: 3 clusters Score -7146432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Entering Unmasked Estep 
Score: -4586213.000000 Penalty: 2508.470703
	Iteration 0F: 2 clusters Score -4586213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -4569102.000000 Penalty: 5016.941406
	Iteration 0F: 3 clusters Score -4569102 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4575081.000000 Penalty: 5016.941406
	Iteration 1F: 3 clusters Score -4575081 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -4575711.500000 Penalty: 5016.941406
	Iteration 2F: 3 clusters Score -4575712 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -4576323.500000 Penalty: 5016.941406
	Iteration 3Q: 3 clusters Score -4576324 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -4576946.000000 Penalty: 5016.941406
	Iteration 4Q: 3 clusters Score -4576946 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -4577473.500000 Penalty: 5016.941406
	Iteration 5Q: 3 clusters Score -4577474 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -4578044.000000 Penalty: 5016.941406
	Iteration 6Q: 3 clusters Score -4578044 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -4578663.500000 Penalty: 5016.941406
	Iteration 7Q: 3 clusters Score -4578664 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -4579333.000000 Penalty: 5016.941406
	Iteration 8F: 3 clusters Score -4579333 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -4580048.000000 Penalty: 5016.941406
	Iteration 9Q: 3 clusters Score -4580048 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4580792.000000 Penalty: 5016.941406
	Iteration 10Q: 3 clusters Score -4580792 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -4581458.500000 Penalty: 5016.941406
	Iteration 11Q: 3 clusters Score -4581458 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -4581943.500000 Penalty: 5016.941406
	Iteration 12Q: 3 clusters Score -4581944 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4582320.000000 Penalty: 5016.941406
	Iteration 13Q: 3 clusters Score -4582320 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -4582615.500000 Penalty: 5016.941406
	Iteration 14Q: 3 clusters Score -4582616 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4582816.000000 Penalty: 5016.941406
	Iteration 15Q: 3 clusters Score -4582816 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4582955.500000 Penalty: 5016.941406
	Iteration 16Q: 3 clusters Score -4582956 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -4583087.500000 Penalty: 5016.941406
	Iteration 17Q: 3 clusters Score -4583088 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4583180.500000 Penalty: 5016.941406
	Iteration 18Q: 3 clusters Score -4583180 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -4583270.000000 Penalty: 5016.941406
	Iteration 19Q: 3 clusters Score -4583270 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4583339.000000 Penalty: 5016.941406
	Iteration 20F: 3 clusters Score -4583339 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4583410.000000 Penalty: 5016.941406
	Iteration 21Q: 3 clusters Score -4583410 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4583483.000000 Penalty: 5016.941406
	Iteration 22Q: 3 clusters Score -4583483 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4583561.500000 Penalty: 5016.941406
	Iteration 23Q: 3 clusters Score -4583562 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4583609.500000 Penalty: 5016.941406
	Iteration 24Q: 3 clusters Score -4583610 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -4583679.500000 Penalty: 5016.941406
	Iteration 25Q: 3 clusters Score -4583680 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -4583730.000000 Penalty: 5016.941406
	Iteration 26Q: 3 clusters Score -4583730 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4583803.500000 Penalty: 5016.941406
	Iteration 27Q: 3 clusters Score -4583804 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -4583882.500000 Penalty: 5016.941406
	Iteration 28Q: 3 clusters Score -4583882 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4583933.000000 Penalty: 5016.941406
	Iteration 29Q: 3 clusters Score -4583933 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4583995.000000 Penalty: 5016.941406
	Iteration 30Q: 3 clusters Score -4583995 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4584062.500000 Penalty: 5016.941406
	Iteration 31Q: 3 clusters Score -4584062 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -4584114.000000 Penalty: 5016.941406
	Iteration 32Q: 3 clusters Score -4584114 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -4584166.000000 Penalty: 5016.941406
	Iteration 33Q: 3 clusters Score -4584166 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -4584207.500000 Penalty: 5016.941406
	Iteration 34Q: 3 clusters Score -4584208 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4584208.500000 Penalty: 5016.941406
	Iteration 35Q: 3 clusters Score -4584208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -4584248.000000 Penalty: 5016.941406
	Iteration 36Q: 3 clusters Score -4584248 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4584281.000000 Penalty: 5016.941406
	Iteration 37Q: 3 clusters Score -4584281 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4584320.000000 Penalty: 5016.941406
	Iteration 38Q: 3 clusters Score -4584320 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4584351.000000 Penalty: 5016.941406
	Iteration 39Q: 3 clusters Score -4584351 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -4584381.500000 Penalty: 5016.941406
	Iteration 40F: 3 clusters Score -4584382 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4584409.500000 Penalty: 5016.941406
	Iteration 41Q: 3 clusters Score -4584410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4584419.500000 Penalty: 5016.941406
	Iteration 42Q: 3 clusters Score -4584420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4584439.000000 Penalty: 5016.941406
	Iteration 43Q: 3 clusters Score -4584439 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -4584452.500000 Penalty: 5016.941406
	Iteration 44Q: 3 clusters Score -4584452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4584481.500000 Penalty: 5016.941406
	Iteration 45Q: 3 clusters Score -4584482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -4584494.000000 Penalty: 5016.941406
	Iteration 46Q: 3 clusters Score -4584494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -4584506.000000 Penalty: 5016.941406
	Iteration 47Q: 3 clusters Score -4584506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -4584509.000000 Penalty: 5016.941406
	Iteration 48Q: 3 clusters Score -4584509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -4584538.000000 Penalty: 5016.941406
	Iteration 49Q: 3 clusters Score -4584538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -4584547.500000 Penalty: 5016.941406
	Iteration 50Q: 3 clusters Score -4584548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -4584546.000000 Penalty: 5016.941406
	Iteration 51Q: 3 clusters Score -4584546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -4584548.000000 Penalty: 5016.941406
	Iteration 52Q: 3 clusters Score -4584548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -4584562.000000 Penalty: 5016.941406
	Iteration 53Q: 3 clusters Score -4584562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4584561.000000 Penalty: 5016.941406
	Iteration 54Q: 3 clusters Score -4584561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -4584554.000000 Penalty: 5016.941406
	Iteration 55Q: 3 clusters Score -4584554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -4584561.000000 Penalty: 5016.941406
	Iteration 56Q: 3 clusters Score -4584561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4584572.500000 Penalty: 5016.941406
	Iteration 57Q: 3 clusters Score -4584572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4584576.500000 Penalty: 5016.941406
	Iteration 58Q: 3 clusters Score -4584576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4584584.000000 Penalty: 5016.941406
	Iteration 59Q: 3 clusters Score -4584584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4584594.000000 Penalty: 5016.941406
	Iteration 60F: 3 clusters Score -4584594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -4584599.000000 Penalty: 5016.941406
	Iteration 61Q: 3 clusters Score -4584599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -4584600.000000 Penalty: 5016.941406
	Iteration 62Q: 3 clusters Score -4584600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4584602.500000 Penalty: 5016.941406
	Iteration 63Q: 3 clusters Score -4584602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -4584600.000000 Penalty: 5016.941406
	Iteration 64Q: 3 clusters Score -4584600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -4584597.000000 Penalty: 5016.941406
	Iteration 65Q: 3 clusters Score -4584597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4584601.500000 Penalty: 5016.941406
	Iteration 66Q: 3 clusters Score -4584602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -4584602.000000 Penalty: 5016.941406
	Iteration 67Q: 3 clusters Score -4584602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -4584603.000000 Penalty: 5016.941406
	Iteration 68Q: 3 clusters Score -4584603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4584607.000000 Penalty: 5016.941406
	Iteration 69Q: 3 clusters Score -4584607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -4584602.500000 Penalty: 5016.941406
	Iteration 70Q: 3 clusters Score -4584602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -4584606.500000 Penalty: 5016.941406
	Iteration 71Q: 3 clusters Score -4584606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4584602.000000 Penalty: 5016.941406
	Iteration 72Q: 3 clusters Score -4584602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4584602.500000 Penalty: 5016.941406
	Iteration 73Q: 3 clusters Score -4584602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -4584606.000000 Penalty: 5016.941406
	Iteration 74Q: 3 clusters Score -4584606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -4584610.500000 Penalty: 5016.941406
	Iteration 75Q: 3 clusters Score -4584610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -4584611.500000 Penalty: 5016.941406
	Iteration 76Q: 3 clusters Score -4584612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4584612.000000 Penalty: 5016.941406
	Iteration 77Q: 3 clusters Score -4584612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -4584609.500000 Penalty: 5016.941406
	Iteration 78Q: 3 clusters Score -4584610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -4584616.000000 Penalty: 5016.941406
	Iteration 79Q: 3 clusters Score -4584616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -4584622.500000 Penalty: 5016.941406
	Iteration 80F: 3 clusters Score -4584622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -4584617.500000 Penalty: 5016.941406
	Iteration 81Q: 3 clusters Score -4584618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -4584619.500000 Penalty: 5016.941406
	Iteration 82Q: 3 clusters Score -4584620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4584617.500000 Penalty: 5016.941406
	Iteration 83Q: 3 clusters Score -4584618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -4584610.500000 Penalty: 5016.941406
	Iteration 84Q: 3 clusters Score -4584610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -4584607.500000 Penalty: 5016.941406
	Iteration 85Q: 3 clusters Score -4584608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -4584610.500000 Penalty: 5016.941406
	Iteration 86Q: 3 clusters Score -4584610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -4584612.500000 Penalty: 5016.941406
	Iteration 87Q: 3 clusters Score -4584612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -4584616.500000 Penalty: 5016.941406
	Iteration 88Q: 3 clusters Score -4584616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -4584616.500000 Penalty: 5016.941406
	Iteration 89F: 3 clusters Score -4584616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -175700.421875 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -175700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -173738.109375 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -173738.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -174120.218750 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -174120.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -174263.359375 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -174263.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -174398.296875 Penalty: 3459.805176
	Iteration 3F: 3 clusters Score -174398.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -174516.046875 Penalty: 3459.805176
	Iteration 4F: 3 clusters Score -174516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -174580.453125 Penalty: 3459.805176
	Iteration 5Q: 3 clusters Score -174580.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -174641.578125 Penalty: 3459.805176
	Iteration 6Q: 3 clusters Score -174641.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -174690.687500 Penalty: 3459.805176
	Iteration 7Q: 3 clusters Score -174690.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -174734.453125 Penalty: 3459.805176
	Iteration 8Q: 3 clusters Score -174734.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -174767.312500 Penalty: 3459.805176
	Iteration 9Q: 3 clusters Score -174767.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -174811.703125 Penalty: 3459.805176
	Iteration 10Q: 3 clusters Score -174811.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -174861.078125 Penalty: 3459.805176
	Iteration 11Q: 3 clusters Score -174861.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -174899.609375 Penalty: 3459.805176
	Iteration 12Q: 3 clusters Score -174899.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174912.015625 Penalty: 3459.805176
	Iteration 13Q: 3 clusters Score -174912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -174917.703125 Penalty: 3459.805176
	Iteration 14Q: 3 clusters Score -174917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -174923.875000 Penalty: 3459.805176
	Iteration 15Q: 3 clusters Score -174923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -174931.484375 Penalty: 3459.805176
	Iteration 16Q: 3 clusters Score -174931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -174935.796875 Penalty: 3459.805176
	Iteration 17Q: 3 clusters Score -174935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -174940.968750 Penalty: 3459.805176
	Iteration 18Q: 3 clusters Score -174941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -174946.234375 Penalty: 3459.805176
	Iteration 19Q: 3 clusters Score -174946.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -174947.500000 Penalty: 3459.805176
	Iteration 20F: 3 clusters Score -174947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Entering Unmasked Estep 
Score: -8951027.000000 Penalty: 2673.630371
	Iteration 0F: 2 clusters Score -8951027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -8920837.000000 Penalty: 5347.260742
	Iteration 0F: 3 clusters Score -8920837 nChanged 22141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8933115.000000 Penalty: 5347.260742
	Iteration 1F: 3 clusters Score -8933115 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -8933824.000000 Penalty: 5347.260742
	Iteration 2Q: 3 clusters Score -8933824 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -8934696.000000 Penalty: 5347.260742
	Iteration 3Q: 3 clusters Score -8934696 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -8935868.000000 Penalty: 5347.260742
	Iteration 4Q: 3 clusters Score -8935868 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -8937445.000000 Penalty: 5347.260742
	Iteration 5F: 3 clusters Score -8937445 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -8939390.000000 Penalty: 5347.260742
	Iteration 6F: 3 clusters Score -8939390 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -8941290.000000 Penalty: 5347.260742
	Iteration 7F: 3 clusters Score -8941290 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -8943164.000000 Penalty: 5347.260742
	Iteration 8F: 3 clusters Score -8943164 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -8944689.000000 Penalty: 5347.260742
	Iteration 9Q: 3 clusters Score -8944689 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -8945606.000000 Penalty: 5347.260742
	Iteration 10Q: 3 clusters Score -8945606 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -8946322.000000 Penalty: 5347.260742
	Iteration 11Q: 3 clusters Score -8946322 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -8946765.000000 Penalty: 5347.260742
	Iteration 12Q: 3 clusters Score -8946765 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -8947217.000000 Penalty: 5347.260742
	Iteration 13Q: 3 clusters Score -8947217 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8947568.000000 Penalty: 5347.260742
	Iteration 14Q: 3 clusters Score -8947568 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -8947830.000000 Penalty: 5347.260742
	Iteration 15Q: 3 clusters Score -8947830 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8948029.000000 Penalty: 5347.260742
	Iteration 16Q: 3 clusters Score -8948029 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -8948197.000000 Penalty: 5347.260742
	Iteration 17Q: 3 clusters Score -8948197 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8948298.000000 Penalty: 5347.260742
	Iteration 18Q: 3 clusters Score -8948298 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -8948371.000000 Penalty: 5347.260742
	Iteration 19Q: 3 clusters Score -8948371 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8948450.000000 Penalty: 5347.260742
	Iteration 20F: 3 clusters Score -8948450 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8948507.000000 Penalty: 5347.260742
	Iteration 21Q: 3 clusters Score -8948507 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8948556.000000 Penalty: 5347.260742
	Iteration 22Q: 3 clusters Score -8948556 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8948624.000000 Penalty: 5347.260742
	Iteration 23Q: 3 clusters Score -8948624 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8948710.000000 Penalty: 5347.260742
	Iteration 24Q: 3 clusters Score -8948710 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8948726.000000 Penalty: 5347.260742
	Iteration 25Q: 3 clusters Score -8948726 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8948785.000000 Penalty: 5347.260742
	Iteration 26Q: 3 clusters Score -8948785 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8948818.000000 Penalty: 5347.260742
	Iteration 27Q: 3 clusters Score -8948818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8948814.000000 Penalty: 5347.260742
	Iteration 28Q: 3 clusters Score -8948814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8948840.000000 Penalty: 5347.260742
	Iteration 29Q: 3 clusters Score -8948840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8948855.000000 Penalty: 5347.260742
	Iteration 30Q: 3 clusters Score -8948855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8948870.000000 Penalty: 5347.260742
	Iteration 31Q: 3 clusters Score -8948870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8948880.000000 Penalty: 5347.260742
	Iteration 32Q: 3 clusters Score -8948880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8948888.000000 Penalty: 5347.260742
	Iteration 33Q: 3 clusters Score -8948888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8948902.000000 Penalty: 5347.260742
	Iteration 34Q: 3 clusters Score -8948902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8948911.000000 Penalty: 5347.260742
	Iteration 35Q: 3 clusters Score -8948911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8948923.000000 Penalty: 5347.260742
	Iteration 36Q: 3 clusters Score -8948923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8948927.000000 Penalty: 5347.260742
	Iteration 37Q: 3 clusters Score -8948927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8948932.000000 Penalty: 5347.260742
	Iteration 38Q: 3 clusters Score -8948932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8948919.000000 Penalty: 5347.260742
	Iteration 39Q: 3 clusters Score -8948919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8948927.000000 Penalty: 5347.260742
	Iteration 40F: 3 clusters Score -8948927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8948920.000000 Penalty: 5347.260742
	Iteration 41Q: 3 clusters Score -8948920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8948918.000000 Penalty: 5347.260742
	Iteration 42Q: 3 clusters Score -8948918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8948934.000000 Penalty: 5347.260742
	Iteration 43Q: 3 clusters Score -8948934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8948932.000000 Penalty: 5347.260742
	Iteration 44Q: 3 clusters Score -8948932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8948932.000000 Penalty: 5347.260742
	Iteration 45Q: 3 clusters Score -8948932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8948934.000000 Penalty: 5347.260742
	Iteration 46Q: 3 clusters Score -8948934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8948934.000000 Penalty: 5347.260742
	Iteration 47Q: 3 clusters Score -8948934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8948942.000000 Penalty: 5347.260742
	Iteration 48Q: 3 clusters Score -8948942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8948934.000000 Penalty: 5347.260742
	Iteration 49Q: 3 clusters Score -8948934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8948942.000000 Penalty: 5347.260742
	Iteration 50Q: 3 clusters Score -8948942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8948939.000000 Penalty: 5347.260742
	Iteration 51Q: 3 clusters Score -8948939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8948939.000000 Penalty: 5347.260742
	Iteration 52F: 3 clusters Score -8948939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -129823.976562 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -129824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -128185.250000 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -128185.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -128574.976562 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -128575 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -128744.562500 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -128744.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -128844.109375 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -128844.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -128909.484375 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -128909.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -128933.296875 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -128933.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -128953.921875 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -128953.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -128964.632812 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -128964.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -128974.218750 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -128974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -128979.789062 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -128979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -128983.406250 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -128983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128990.398438 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -128990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -128999.843750 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -128999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129006.250000 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -129006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -129007.234375 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -129007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -129008.742188 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -129008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -129012.140625 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -129012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -129018.726562 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -129018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129022.851562 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -129022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -129030.156250 Penalty: 3281.568359
	Iteration 19Q: 3 clusters Score -129030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -129032.179688 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -129032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -129033.078125 Penalty: 3281.568359
	Iteration 21Q: 3 clusters Score -129033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -129033.859375 Penalty: 3281.568359
	Iteration 22Q: 3 clusters Score -129033.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -129033.859375 Penalty: 3281.568359
	Iteration 23F: 3 clusters Score -129033.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -114585.718750 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -114585.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112931.882812 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -112931.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113131.546875 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -113131.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -113201.546875 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -113201.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113233.523438 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -113233.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -113244.601562 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -113244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -113258.781250 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -113258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -113261.484375 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -113261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -113261.484375 Penalty: 3215.621338
	Iteration 7F: 3 clusters Score -113261.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Entering Unmasked Estep 
Score: -7871520.000000 Penalty: 2643.169678
	Iteration 0F: 2 clusters Score -7871520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -7843046.500000 Penalty: 5286.339355
	Iteration 0F: 3 clusters Score -7843046 nChanged 19506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -7853759.500000 Penalty: 5286.339355
	Iteration 1F: 3 clusters Score -7853760 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -7854314.000000 Penalty: 5286.339355
	Iteration 2Q: 3 clusters Score -7854314 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7854978 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -7855953.000000 Penalty: 5286.339355
	Iteration 4Q: 3 clusters Score -7855953 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -7857413.000000 Penalty: 5286.339355
	Iteration 5F: 3 clusters Score -7857413 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -7859376.000000 Penalty: 5286.339355
	Iteration 6F: 3 clusters Score -7859376 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -7861906.000000 Penalty: 5286.339355
	Iteration 7F: 3 clusters Score -7861906 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -7864646.500000 Penalty: 5286.339355
	Iteration 8F: 3 clusters Score -7864646 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -7867147.000000 Penalty: 5286.339355
	Iteration 9F: 3 clusters Score -7867147 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -7868841.000000 Penalty: 5286.339355
	Iteration 10Q: 3 clusters Score -7868841 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -7869572.500000 Penalty: 5286.339355
	Iteration 11Q: 3 clusters Score -7869572 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -7869845.000000 Penalty: 5286.339355
	Iteration 12Q: 3 clusters Score -7869845 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7870000 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -7870090.500000 Penalty: 5286.339355
	Iteration 14Q: 3 clusters Score -7870090 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -7870162.500000 Penalty: 5286.339355
	Iteration 15Q: 3 clusters Score -7870162 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -7870198.500000 Penalty: 5286.339355
	Iteration 16Q: 3 clusters Score -7870198 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -7870245.000000 Penalty: 5286.339355
	Iteration 17Q: 3 clusters Score -7870245 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -7870274.000000 Penalty: 5286.339355
	Iteration 18Q: 3 clusters Score -7870274 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -7870322.000000 Penalty: 5286.339355
	Iteration 19Q: 3 clusters Score -7870322 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -7870344.500000 Penalty: 5286.339355
	Iteration 20F: 3 clusters Score -7870344 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -7870366.500000 Penalty: 5286.339355
	Iteration 21Q: 3 clusters Score -7870366 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -7870386.000000 Penalty: 5286.339355
	Iteration 22Q: 3 clusters Score -7870386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -7870373.000000 Penalty: 5286.339355
	Iteration 23Q: 3 clusters Score -7870373 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -7870365.500000 Penalty: 5286.339355
	Iteration 24Q: 3 clusters Score -7870366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -7870387.000000 Penalty: 5286.339355
	Iteration 25Q: 3 clusters Score -7870387 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -7870406.500000 Penalty: 5286.339355
	Iteration 26Q: 3 clusters Score -7870406 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -7870412.000000 Penalty: 5286.339355
	Iteration 27Q: 3 clusters Score -7870412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -7870428.500000 Penalty: 5286.339355
	Iteration 28Q: 3 clusters Score -7870428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -7870419.500000 Penalty: 5286.339355
	Iteration 29Q: 3 clusters Score -7870420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -7870430.000000 Penalty: 5286.339355
	Iteration 30Q: 3 clusters Score -7870430 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -7870455.500000 Penalty: 5286.339355
	Iteration 31Q: 3 clusters Score -7870456 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -7870440.500000 Penalty: 5286.339355
	Iteration 32Q: 3 clusters Score -7870440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -7870441.500000 Penalty: 5286.339355
	Iteration 33Q: 3 clusters Score -7870442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -7870466.500000 Penalty: 5286.339355
	Iteration 34Q: 3 clusters Score -7870466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -7870497.500000 Penalty: 5286.339355
	Iteration 35Q: 3 clusters Score -7870498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -7870513.500000 Penalty: 5286.339355
	Iteration 36Q: 3 clusters Score -7870514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -7870526.000000 Penalty: 5286.339355
	Iteration 37Q: 3 clusters Score -7870526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -7870532.000000 Penalty: 5286.339355
	Iteration 38Q: 3 clusters Score -7870532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -7870551.000000 Penalty: 5286.339355
	Iteration 39Q: 3 clusters Score -7870551 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -7870571.000000 Penalty: 5286.339355
	Iteration 40F: 3 clusters Score -7870571 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -7870572.000000 Penalty: 5286.339355
	Iteration 41Q: 3 clusters Score -7870572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -7870578.500000 Penalty: 5286.339355
	Iteration 42Q: 3 clusters Score -7870578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -7870580.500000 Penalty: 5286.339355
	Iteration 43Q: 3 clusters Score -7870580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -7870583.000000 Penalty: 5286.339355
	Iteration 44Q: 3 clusters Score -7870583 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -7870581.000000 Penalty: 5286.339355
	Iteration 45Q: 3 clusters Score -7870581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7870584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7870580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -7870592.000000 Penalty: 5286.339355
	Iteration 48Q: 3 clusters Score -7870592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -7870591.500000 Penalty: 5286.339355
	Iteration 49Q: 3 clusters Score -7870592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -7870611.500000 Penalty: 5286.339355
	Iteration 50Q: 3 clusters Score -7870612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -7870613.500000 Penalty: 5286.339355
	Iteration 51Q: 3 clusters Score -7870614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -7870626.500000 Penalty: 5286.339355
	Iteration 52Q: 3 clusters Score -7870626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -7870624.500000 Penalty: 5286.339355
	Iteration 53Q: 3 clusters Score -7870624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -7870621.500000 Penalty: 5286.339355
	Iteration 54Q: 3 clusters Score -7870622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -7870624.500000 Penalty: 5286.339355
	Iteration 55Q: 3 clusters Score -7870624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -7870632.000000 Penalty: 5286.339355
	Iteration 56Q: 3 clusters Score -7870632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -7870629.500000 Penalty: 5286.339355
	Iteration 57Q: 3 clusters Score -7870630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -7870620.000000 Penalty: 5286.339355
	Iteration 58Q: 3 clusters Score -7870620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -7870621.500000 Penalty: 5286.339355
	Iteration 59Q: 3 clusters Score -7870622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -7870618.500000 Penalty: 5286.339355
	Iteration 60F: 3 clusters Score -7870618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7870626.000000 Penalty: 5286.339355
	Iteration 61Q: 3 clusters Score -7870626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -7870637.000000 Penalty: 5286.339355
	Iteration 62Q: 3 clusters Score -7870637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -7870642.000000 Penalty: 5286.339355
	Iteration 63Q: 3 clusters Score -7870642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -7870637.500000 Penalty: 5286.339355
	Iteration 64Q: 3 clusters Score -7870638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -7870640.500000 Penalty: 5286.339355
	Iteration 65Q: 3 clusters Score -7870640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -7870633.500000 Penalty: 5286.339355
	Iteration 66Q: 3 clusters Score -7870634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7870633.000000 Penalty: 5286.339355
	Iteration 67Q: 3 clusters Score -7870633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7870640.500000 Penalty: 5286.339355
	Iteration 68Q: 3 clusters Score -7870640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -7870646.000000 Penalty: 5286.339355
	Iteration 69Q: 3 clusters Score -7870646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -7870642.500000 Penalty: 5286.339355
	Iteration 70Q: 3 clusters Score -7870642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -7870647.500000 Penalty: 5286.339355
	Iteration 71Q: 3 clusters Score -7870648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -7870654.000000 Penalty: 5286.339355
	Iteration 72Q: 3 clusters Score -7870654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -7870648.000000 Penalty: 5286.339355
	Iteration 73Q: 3 clusters Score -7870648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -7870646.000000 Penalty: 5286.339355
	Iteration 74Q: 3 clusters Score -7870646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -7870652.000000 Penalty: 5286.339355
	Iteration 75Q: 3 clusters Score -7870652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7870648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -7870659.000000 Penalty: 5286.339355
	Iteration 77Q: 3 clusters Score -7870659 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7870647 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7870654 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -7870660.500000 Penalty: 5286.339355
	Iteration 80F: 3 clusters Score -7870660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -7870656.500000 Penalty: 5286.339355
	Iteration 81Q: 3 clusters Score -7870656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -7870654.000000 Penalty: 5286.339355
	Iteration 82Q: 3 clusters Score -7870654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -7870653.000000 Penalty: 5286.339355
	Iteration 83Q: 3 clusters Score -7870653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -7870643.000000 Penalty: 5286.339355
	Iteration 84Q: 3 clusters Score -7870643 nChanged 7
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Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7870648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -7870645.000000 Penalty: 5286.339355
	Iteration 86Q: 3 clusters Score -7870645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -7870645.500000 Penalty: 5286.339355
	Iteration 87Q: 3 clusters Score -7870646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -7870649.000000 Penalty: 5286.339355
	Iteration 88Q: 3 clusters Score -7870649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7870645 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -7870652.500000 Penalty: 5286.339355
	Iteration 90Q: 3 clusters Score -7870652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -7870655.000000 Penalty: 5286.339355
	Iteration 91Q: 3 clusters Score -7870655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7870663.500000 Penalty: 5286.339355
	Iteration 92Q: 3 clusters Score -7870664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -7870655.500000 Penalty: 5286.339355
	Iteration 93Q: 3 clusters Score -7870656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -7870660.500000 Penalty: 5286.339355
	Iteration 94Q: 3 clusters Score -7870660 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -7870662.000000 Penalty: 5286.339355
	Iteration 95Q: 3 clusters Score -7870662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -7870655.500000 Penalty: 5286.339355
	Iteration 96Q: 3 clusters Score -7870656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -7870656.000000 Penalty: 5286.339355
	Iteration 97Q: 3 clusters Score -7870656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -7870660.500000 Penalty: 5286.339355
	Iteration 98Q: 3 clusters Score -7870660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -7870645.500000 Penalty: 5286.339355
	Iteration 99Q: 3 clusters Score -7870646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -7870645.000000 Penalty: 5286.339355
	Iteration 100F: 3 clusters Score -7870645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -7870638.000000 Penalty: 5286.339355
	Iteration 101Q: 3 clusters Score -7870638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -7870643.000000 Penalty: 5286.339355
	Iteration 102Q: 3 clusters Score -7870643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -7870640.500000 Penalty: 5286.339355
	Iteration 103Q: 3 clusters Score -7870640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -7870646.500000 Penalty: 5286.339355
	Iteration 104Q: 3 clusters Score -7870646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -7870641.000000 Penalty: 5286.339355
	Iteration 105Q: 3 clusters Score -7870641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -7870632.000000 Penalty: 5286.339355
	Iteration 106Q: 3 clusters Score -7870632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -7870630.500000 Penalty: 5286.339355
	Iteration 107Q: 3 clusters Score -7870630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -7870627.000000 Penalty: 5286.339355
	Iteration 108Q: 3 clusters Score -7870627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -7870629.000000 Penalty: 5286.339355
	Iteration 109Q: 3 clusters Score -7870629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -7870634.500000 Penalty: 5286.339355
	Iteration 110Q: 3 clusters Score -7870634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -7870648.000000 Penalty: 5286.339355
	Iteration 111Q: 3 clusters Score -7870648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -7870644.000000 Penalty: 5286.339355
	Iteration 112Q: 3 clusters Score -7870644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -7870653.500000 Penalty: 5286.339355
	Iteration 113Q: 3 clusters Score -7870654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -7870651.500000 Penalty: 5286.339355
	Iteration 114Q: 3 clusters Score -7870652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -7870650.500000 Penalty: 5286.339355
	Iteration 115Q: 3 clusters Score -7870650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -7870652.000000 Penalty: 5286.339355
	Iteration 116Q: 3 clusters Score -7870652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7870657.500000 Penalty: 5286.339355
	Iteration 117Q: 3 clusters Score -7870658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -7870650.500000 Penalty: 5286.339355
	Iteration 118Q: 3 clusters Score -7870650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -7870650.500000 Penalty: 5286.339355
	Iteration 119F: 3 clusters Score -7870650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Entering Unmasked Estep 
Score: -3643295.250000 Penalty: 2452.303955
	Iteration 0F: 2 clusters Score -3643295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -3629388.750000 Penalty: 4904.607910
	Iteration 0F: 3 clusters Score -3629389 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3633897.250000 Penalty: 4904.607910
	Iteration 1F: 3 clusters Score -3633897 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3634323.750000 Penalty: 4904.607910
	Iteration 2F: 3 clusters Score -3634324 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3634669.250000 Penalty: 4904.607910
	Iteration 3Q: 3 clusters Score -3634669 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3635087.000000 Penalty: 4904.607910
	Iteration 4Q: 3 clusters Score -3635087 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3635605.000000 Penalty: 4904.607910
	Iteration 5Q: 3 clusters Score -3635605 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3636293.000000 Penalty: 4904.607910
	Iteration 6F: 3 clusters Score -3636293 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3637152.000000 Penalty: 4904.607910
	Iteration 7F: 3 clusters Score -3637152 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3638226.750000 Penalty: 4904.607910
	Iteration 8F: 3 clusters Score -3638227 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3639258.500000 Penalty: 4904.607910
	Iteration 9F: 3 clusters Score -3639258 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3640072.000000 Penalty: 4904.607910
	Iteration 10Q: 3 clusters Score -3640072 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3640552.000000 Penalty: 4904.607910
	Iteration 11Q: 3 clusters Score -3640552 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3640773.000000 Penalty: 4904.607910
	Iteration 12Q: 3 clusters Score -3640773 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3640911.750000 Penalty: 4904.607910
	Iteration 13Q: 3 clusters Score -3640912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3640999.250000 Penalty: 4904.607910
	Iteration 14Q: 3 clusters Score -3640999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3641042.250000 Penalty: 4904.607910
	Iteration 15Q: 3 clusters Score -3641042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3641063.750000 Penalty: 4904.607910
	Iteration 16Q: 3 clusters Score -3641064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3641082.750000 Penalty: 4904.607910
	Iteration 17Q: 3 clusters Score -3641083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3641093.500000 Penalty: 4904.607910
	Iteration 18Q: 3 clusters Score -3641094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3641098.750000 Penalty: 4904.607910
	Iteration 19Q: 3 clusters Score -3641099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3641103.500000 Penalty: 4904.607910
	Iteration 20F: 3 clusters Score -3641104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3641107.750000 Penalty: 4904.607910
	Iteration 21Q: 3 clusters Score -3641108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3641111.500000 Penalty: 4904.607910
	Iteration 22Q: 3 clusters Score -3641112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3641114.500000 Penalty: 4904.607910
	Iteration 23Q: 3 clusters Score -3641114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3641119.250000 Penalty: 4904.607910
	Iteration 24Q: 3 clusters Score -3641119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -3641119.750000 Penalty: 4904.607910
	Iteration 25Q: 3 clusters Score -3641120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3641120.000000 Penalty: 4904.607910
	Iteration 26Q: 3 clusters Score -3641120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3641120.000000 Penalty: 4904.607910
	Iteration 27F: 3 clusters Score -3641120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -331642.218750 Penalty: 1874.770752
	Iteration 0F: 2 clusters Score -331642.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -329060.843750 Penalty: 3749.541504
	Iteration 0F: 3 clusters Score -329060.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -329489.406250 Penalty: 3749.541504
	Iteration 1F: 3 clusters Score -329489.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -329621.343750 Penalty: 3749.541504
	Iteration 2F: 3 clusters Score -329621.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -329694.562500 Penalty: 3749.541504
	Iteration 3Q: 3 clusters Score -329694.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -329737.375000 Penalty: 3749.541504
	Iteration 4Q: 3 clusters Score -329737.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -329765.968750 Penalty: 3749.541504
	Iteration 5Q: 3 clusters Score -329766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -329788.375000 Penalty: 3749.541504
	Iteration 6Q: 3 clusters Score -329788.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -329803.750000 Penalty: 3749.541504
	Iteration 7Q: 3 clusters Score -329803.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -329813.656250 Penalty: 3749.541504
	Iteration 8Q: 3 clusters Score -329813.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -329824.906250 Penalty: 3749.541504
	Iteration 9Q: 3 clusters Score -329824.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -329833.718750 Penalty: 3749.541504
	Iteration 10Q: 3 clusters Score -329833.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -329843.343750 Penalty: 3749.541504
	Iteration 11Q: 3 clusters Score -329843.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -329852.250000 Penalty: 3749.541504
	Iteration 12Q: 3 clusters Score -329852.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -329859.125000 Penalty: 3749.541504
	Iteration 13Q: 3 clusters Score -329859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -329862.750000 Penalty: 3749.541504
	Iteration 14Q: 3 clusters Score -329862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -329870.437500 Penalty: 3749.541504
	Iteration 15Q: 3 clusters Score -329870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -329872.625000 Penalty: 3749.541504
	Iteration 16Q: 3 clusters Score -329872.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -329874.468750 Penalty: 3749.541504
	Iteration 17Q: 3 clusters Score -329874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -329876.187500 Penalty: 3749.541504
	Iteration 18Q: 3 clusters Score -329876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -329878.000000 Penalty: 3749.541504
	Iteration 19Q: 3 clusters Score -329878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -329879.500000 Penalty: 3749.541504
	Iteration 20F: 3 clusters Score -329879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -329880.312500 Penalty: 3749.541504
	Iteration 21Q: 3 clusters Score -329880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -329881.843750 Penalty: 3749.541504
	Iteration 22Q: 3 clusters Score -329881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -329884.875000 Penalty: 3749.541504
	Iteration 23Q: 3 clusters Score -329884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -329887.593750 Penalty: 3749.541504
	Iteration 24Q: 3 clusters Score -329887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -329893.218750 Penalty: 3749.541504
	Iteration 25Q: 3 clusters Score -329893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -329898.500000 Penalty: 3749.541504
	Iteration 26Q: 3 clusters Score -329898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -329900.312500 Penalty: 3749.541504
	Iteration 27Q: 3 clusters Score -329900.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -329903.062500 Penalty: 3749.541504
	Iteration 28Q: 3 clusters Score -329903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -329905.875000 Penalty: 3749.541504
	Iteration 29Q: 3 clusters Score -329905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -329912.312500 Penalty: 3749.541504
	Iteration 30Q: 3 clusters Score -329912.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -329918.125000 Penalty: 3749.541504
	Iteration 31Q: 3 clusters Score -329918.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -329920.156250 Penalty: 3749.541504
	Iteration 32Q: 3 clusters Score -329920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -329923.437500 Penalty: 3749.541504
	Iteration 33Q: 3 clusters Score -329923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -329926.968750 Penalty: 3749.541504
	Iteration 34Q: 3 clusters Score -329927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -329928.718750 Penalty: 3749.541504
	Iteration 35Q: 3 clusters Score -329928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -329931.093750 Penalty: 3749.541504
	Iteration 36Q: 3 clusters Score -329931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -329932.531250 Penalty: 3749.541504
	Iteration 37Q: 3 clusters Score -329932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -329935.062500 Penalty: 3749.541504
	Iteration 38Q: 3 clusters Score -329935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -329935.625000 Penalty: 3749.541504
	Iteration 39Q: 3 clusters Score -329935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -329937.593750 Penalty: 3749.541504
	Iteration 40F: 3 clusters Score -329937.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -329939.062500 Penalty: 3749.541504
	Iteration 41Q: 3 clusters Score -329939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -329941.031250 Penalty: 3749.541504
	Iteration 42Q: 3 clusters Score -329941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -329942.406250 Penalty: 3749.541504
	Iteration 43Q: 3 clusters Score -329942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -329945.218750 Penalty: 3749.541504
	Iteration 44Q: 3 clusters Score -329945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -329948.250000 Penalty: 3749.541504
	Iteration 45Q: 3 clusters Score -329948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -329950.125000 Penalty: 3749.541504
	Iteration 46Q: 3 clusters Score -329950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -329952.281250 Penalty: 3749.541504
	Iteration 47Q: 3 clusters Score -329952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -329953.937500 Penalty: 3749.541504
	Iteration 48Q: 3 clusters Score -329953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -329953.937500 Penalty: 3749.541504
	Iteration 49F: 3 clusters Score -329953.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -70177.640625 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -70177.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68687.765625 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68687.77 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69048.007812 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -69048.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69210.203125 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -69210.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69293.156250 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -69293.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69327.351562 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -69327.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69342.593750 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -69342.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -69380.632812 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -69380.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69426.445312 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -69426.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -69434.437500 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -69434.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69448.953125 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -69448.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69459.343750 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -69459.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69475.382812 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -69475.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69481.953125 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -69481.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69481.953125 Penalty: 3102.852051
	Iteration 13F: 3 clusters Score -69481.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -64578.527344 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -64578.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63112.859375 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -63112.86 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63473.332031 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -63473.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63643.863281 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -63643.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63834.003906 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -63834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63954.898438 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -63954.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64037.820312 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -64037.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64070.199219 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -64070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64086.914062 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -64086.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64089.683594 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -64089.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64089.683594 Penalty: 3152.629395
	Iteration 9F: 3 clusters Score -64089.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Entering Unmasked Estep 
Score: -8864969.000000 Penalty: 2670.928711
	Iteration 0F: 2 clusters Score -8864969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -8833944.000000 Penalty: 5341.857422
	Iteration 0F: 3 clusters Score -8833944 nChanged 21823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -8845928.000000 Penalty: 5341.857422
	Iteration 1F: 3 clusters Score -8845928 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -8846408.000000 Penalty: 5341.857422
	Iteration 2Q: 3 clusters Score -8846408 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -8846910.000000 Penalty: 5341.857422
	Iteration 3Q: 3 clusters Score -8846910 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -8847420.000000 Penalty: 5341.857422
	Iteration 4Q: 3 clusters Score -8847420 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -8847941.000000 Penalty: 5341.857422
	Iteration 5Q: 3 clusters Score -8847941 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -8848608.000000 Penalty: 5341.857422
	Iteration 6Q: 3 clusters Score -8848608 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -8849557.000000 Penalty: 5341.857422
	Iteration 7Q: 3 clusters Score -8849557 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -8850870.000000 Penalty: 5341.857422
	Iteration 8Q: 3 clusters Score -8850870 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -8852662.000000 Penalty: 5341.857422
	Iteration 9F: 3 clusters Score -8852662 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -8854982.000000 Penalty: 5341.857422
	Iteration 10F: 3 clusters Score -8854982 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -8857094.000000 Penalty: 5341.857422
	Iteration 11F: 3 clusters Score -8857094 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -8858374.000000 Penalty: 5341.857422
	Iteration 12F: 3 clusters Score -8858374 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -8858974.000000 Penalty: 5341.857422
	Iteration 13Q: 3 clusters Score -8858974 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -8859308.000000 Penalty: 5341.857422
	Iteration 14Q: 3 clusters Score -8859308 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -8859566.000000 Penalty: 5341.857422
	Iteration 15Q: 3 clusters Score -8859566 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -8859815.000000 Penalty: 5341.857422
	Iteration 16Q: 3 clusters Score -8859815 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -8859969.000000 Penalty: 5341.857422
	Iteration 17Q: 3 clusters Score -8859969 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -8860193.000000 Penalty: 5341.857422
	Iteration 18Q: 3 clusters Score -8860193 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -8860340.000000 Penalty: 5341.857422
	Iteration 19Q: 3 clusters Score -8860340 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -8860495.000000 Penalty: 5341.857422
	Iteration 20F: 3 clusters Score -8860495 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -8860589.000000 Penalty: 5341.857422
	Iteration 21Q: 3 clusters Score -8860589 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -8860684.000000 Penalty: 5341.857422
	Iteration 22Q: 3 clusters Score -8860684 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -8860719.000000 Penalty: 5341.857422
	Iteration 23Q: 3 clusters Score -8860719 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -8860757.000000 Penalty: 5341.857422
	Iteration 24Q: 3 clusters Score -8860757 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -8860782.000000 Penalty: 5341.857422
	Iteration 25Q: 3 clusters Score -8860782 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -8860859.000000 Penalty: 5341.857422
	Iteration 26Q: 3 clusters Score -8860859 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -8860906.000000 Penalty: 5341.857422
	Iteration 27Q: 3 clusters Score -8860906 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -8860939.000000 Penalty: 5341.857422
	Iteration 28Q: 3 clusters Score -8860939 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -8860966.000000 Penalty: 5341.857422
	Iteration 29Q: 3 clusters Score -8860966 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -8860992.000000 Penalty: 5341.857422
	Iteration 30Q: 3 clusters Score -8860992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -8861005.000000 Penalty: 5341.857422
	Iteration 31Q: 3 clusters Score -8861005 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -8860998.000000 Penalty: 5341.857422
	Iteration 32Q: 3 clusters Score -8860998 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -8861002.000000 Penalty: 5341.857422
	Iteration 33Q: 3 clusters Score -8861002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -8861019.000000 Penalty: 5341.857422
	Iteration 34Q: 3 clusters Score -8861019 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -8861044.000000 Penalty: 5341.857422
	Iteration 35Q: 3 clusters Score -8861044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -8861054.000000 Penalty: 5341.857422
	Iteration 36Q: 3 clusters Score -8861054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -8861059.000000 Penalty: 5341.857422
	Iteration 37Q: 3 clusters Score -8861059 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -8861079.000000 Penalty: 5341.857422
	Iteration 38Q: 3 clusters Score -8861079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -8861075.000000 Penalty: 5341.857422
	Iteration 39Q: 3 clusters Score -8861075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -8861070.000000 Penalty: 5341.857422
	Iteration 40F: 3 clusters Score -8861070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -8861080.000000 Penalty: 5341.857422
	Iteration 41Q: 3 clusters Score -8861080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -8861081.000000 Penalty: 5341.857422
	Iteration 42Q: 3 clusters Score -8861081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -8861078.000000 Penalty: 5341.857422
	Iteration 43Q: 3 clusters Score -8861078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -8861073.000000 Penalty: 5341.857422
	Iteration 44Q: 3 clusters Score -8861073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -8861075.000000 Penalty: 5341.857422
	Iteration 45Q: 3 clusters Score -8861075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -8861072.000000 Penalty: 5341.857422
	Iteration 46Q: 3 clusters Score -8861072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -8861064.000000 Penalty: 5341.857422
	Iteration 47Q: 3 clusters Score -8861064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -8861060.000000 Penalty: 5341.857422
	Iteration 48Q: 3 clusters Score -8861060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -8861061.000000 Penalty: 5341.857422
	Iteration 49Q: 3 clusters Score -8861061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -8861064.000000 Penalty: 5341.857422
	Iteration 50Q: 3 clusters Score -8861064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -8861069.000000 Penalty: 5341.857422
	Iteration 51Q: 3 clusters Score -8861069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -8861078.000000 Penalty: 5341.857422
	Iteration 52Q: 3 clusters Score -8861078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -8861071.000000 Penalty: 5341.857422
	Iteration 53Q: 3 clusters Score -8861071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -8861080.000000 Penalty: 5341.857422
	Iteration 54Q: 3 clusters Score -8861080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -8861082.000000 Penalty: 5341.857422
	Iteration 55Q: 3 clusters Score -8861082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -8861078.000000 Penalty: 5341.857422
	Iteration 56Q: 3 clusters Score -8861078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -8861078.000000 Penalty: 5341.857422
	Iteration 57F: 3 clusters Score -8861078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Entering Unmasked Estep 
Score: -2272093.750000 Penalty: 2334.979004
	Iteration 0F: 2 clusters Score -2272094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2263053.750000 Penalty: 4669.958008
	Iteration 0F: 3 clusters Score -2263054 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2265770.500000 Penalty: 4669.958008
	Iteration 1F: 3 clusters Score -2265770 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2266194.500000 Penalty: 4669.958008
	Iteration 2F: 3 clusters Score -2266194 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2266719.500000 Penalty: 4669.958008
	Iteration 3F: 3 clusters Score -2266720 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2267310.000000 Penalty: 4669.958008
	Iteration 4F: 3 clusters Score -2267310 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2267941.500000 Penalty: 4669.958008
	Iteration 5F: 3 clusters Score -2267942 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2268640.750000 Penalty: 4669.958008
	Iteration 6F: 3 clusters Score -2268641 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2269369.000000 Penalty: 4669.958008
	Iteration 7F: 3 clusters Score -2269369 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2270027.000000 Penalty: 4669.958008
	Iteration 8F: 3 clusters Score -2270027 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2270516.000000 Penalty: 4669.958008
	Iteration 9Q: 3 clusters Score -2270516 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2270825.500000 Penalty: 4669.958008
	Iteration 10Q: 3 clusters Score -2270826 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2270934.500000 Penalty: 4669.958008
	Iteration 11Q: 3 clusters Score -2270934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2270978.250000 Penalty: 4669.958008
	Iteration 12Q: 3 clusters Score -2270978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2270995.000000 Penalty: 4669.958008
	Iteration 13Q: 3 clusters Score -2270995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2271009.500000 Penalty: 4669.958008
	Iteration 14Q: 3 clusters Score -2271010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2271015.500000 Penalty: 4669.958008
	Iteration 15Q: 3 clusters Score -2271016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2271025.000000 Penalty: 4669.958008
	Iteration 16Q: 3 clusters Score -2271025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2271025.750000 Penalty: 4669.958008
	Iteration 17Q: 3 clusters Score -2271026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2271026.250000 Penalty: 4669.958008
	Iteration 18Q: 3 clusters Score -2271026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2271031.250000 Penalty: 4669.958008
	Iteration 19Q: 3 clusters Score -2271031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2271032.500000 Penalty: 4669.958008
	Iteration 20F: 3 clusters Score -2271032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2271034.000000 Penalty: 4669.958008
	Iteration 21Q: 3 clusters Score -2271034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2271038.250000 Penalty: 4669.958008
	Iteration 22Q: 3 clusters Score -2271038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2271036.000000 Penalty: 4669.958008
	Iteration 23Q: 3 clusters Score -2271036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2271044.250000 Penalty: 4669.958008
	Iteration 24Q: 3 clusters Score -2271044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2271043.000000 Penalty: 4669.958008
	Iteration 25Q: 3 clusters Score -2271043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2271043.250000 Penalty: 4669.958008
	Iteration 26Q: 3 clusters Score -2271043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2271047.750000 Penalty: 4669.958008
	Iteration 27Q: 3 clusters Score -2271048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2271046.250000 Penalty: 4669.958008
	Iteration 28Q: 3 clusters Score -2271046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2271046.000000 Penalty: 4669.958008
	Iteration 29Q: 3 clusters Score -2271046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2271046.000000 Penalty: 4669.958008
	Iteration 30F: 3 clusters Score -2271046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Entering Unmasked Estep 
Score: -8284976.000000 Penalty: 2655.849365
	Iteration 0F: 2 clusters Score -8284976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -8256219.500000 Penalty: 5311.698730
	Iteration 0F: 3 clusters Score -8256220 nChanged 20687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -8267554.500000 Penalty: 5311.698730
	Iteration 1F: 3 clusters Score -8267554 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -8268015.500000 Penalty: 5311.698730
	Iteration 2Q: 3 clusters Score -8268016 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -8268363.500000 Penalty: 5311.698730
	Iteration 3Q: 3 clusters Score -8268364 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -8268713.000000 Penalty: 5311.698730
	Iteration 4Q: 3 clusters Score -8268713 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -8269066.000000 Penalty: 5311.698730
	Iteration 5Q: 3 clusters Score -8269066 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -8269551.000000 Penalty: 5311.698730
	Iteration 6Q: 3 clusters Score -8269551 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -8270113.500000 Penalty: 5311.698730
	Iteration 7Q: 3 clusters Score -8270114 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -8271079.500000 Penalty: 5311.698730
	Iteration 8Q: 3 clusters Score -8271080 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -8272271.500000 Penalty: 5311.698730
	Iteration 9F: 3 clusters Score -8272272 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -8273800.000000 Penalty: 5311.698730
	Iteration 10F: 3 clusters Score -8273800 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -8275598.000000 Penalty: 5311.698730
	Iteration 11F: 3 clusters Score -8275598 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -8277220.500000 Penalty: 5311.698730
	Iteration 12Q: 3 clusters Score -8277220 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -8278435.500000 Penalty: 5311.698730
	Iteration 13Q: 3 clusters Score -8278436 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -8279323.000000 Penalty: 5311.698730
	Iteration 14Q: 3 clusters Score -8279323 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -8279990.000000 Penalty: 5311.698730
	Iteration 15Q: 3 clusters Score -8279990 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -8280500.500000 Penalty: 5311.698730
	Iteration 16Q: 3 clusters Score -8280500 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -8280903.000000 Penalty: 5311.698730
	Iteration 17Q: 3 clusters Score -8280903 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -8281280.000000 Penalty: 5311.698730
	Iteration 18Q: 3 clusters Score -8281280 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -8281574.000000 Penalty: 5311.698730
	Iteration 19Q: 3 clusters Score -8281574 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -8281773.000000 Penalty: 5311.698730
	Iteration 20F: 3 clusters Score -8281773 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8281940.500000 Penalty: 5311.698730
	Iteration 21Q: 3 clusters Score -8281940 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -8282056.500000 Penalty: 5311.698730
	Iteration 22Q: 3 clusters Score -8282056 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8282148.500000 Penalty: 5311.698730
	Iteration 23Q: 3 clusters Score -8282148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -8282212.000000 Penalty: 5311.698730
	Iteration 24Q: 3 clusters Score -8282212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -8282270.000000 Penalty: 5311.698730
	Iteration 25Q: 3 clusters Score -8282270 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -8282316.000000 Penalty: 5311.698730
	Iteration 26Q: 3 clusters Score -8282316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -8282359.000000 Penalty: 5311.698730
	Iteration 27Q: 3 clusters Score -8282359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -8282394.500000 Penalty: 5311.698730
	Iteration 28Q: 3 clusters Score -8282394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8282419.000000 Penalty: 5311.698730
	Iteration 29Q: 3 clusters Score -8282419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -8282434.000000 Penalty: 5311.698730
	Iteration 30Q: 3 clusters Score -8282434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -8282460.500000 Penalty: 5311.698730
	Iteration 31Q: 3 clusters Score -8282460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -8282486.000000 Penalty: 5311.698730
	Iteration 32Q: 3 clusters Score -8282486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8282497.000000 Penalty: 5311.698730
	Iteration 33Q: 3 clusters Score -8282497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -8282489.000000 Penalty: 5311.698730
	Iteration 34Q: 3 clusters Score -8282489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -8282498.500000 Penalty: 5311.698730
	Iteration 35Q: 3 clusters Score -8282498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -8282506.000000 Penalty: 5311.698730
	Iteration 36Q: 3 clusters Score -8282506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -8282512.000000 Penalty: 5311.698730
	Iteration 37Q: 3 clusters Score -8282512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -8282519.000000 Penalty: 5311.698730
	Iteration 38Q: 3 clusters Score -8282519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8282523.500000 Penalty: 5311.698730
	Iteration 39Q: 3 clusters Score -8282524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -8282525.500000 Penalty: 5311.698730
	Iteration 40F: 3 clusters Score -8282526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -8282531.000000 Penalty: 5311.698730
	Iteration 41Q: 3 clusters Score -8282531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -8282530.500000 Penalty: 5311.698730
	Iteration 42Q: 3 clusters Score -8282530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -8282540.000000 Penalty: 5311.698730
	Iteration 43Q: 3 clusters Score -8282540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -8282555.000000 Penalty: 5311.698730
	Iteration 44Q: 3 clusters Score -8282555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8282559.500000 Penalty: 5311.698730
	Iteration 45Q: 3 clusters Score -8282560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8282568.500000 Penalty: 5311.698730
	Iteration 46Q: 3 clusters Score -8282568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8282580.000000 Penalty: 5311.698730
	Iteration 47Q: 3 clusters Score -8282580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8282586.500000 Penalty: 5311.698730
	Iteration 48Q: 3 clusters Score -8282586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -8282592.500000 Penalty: 5311.698730
	Iteration 49Q: 3 clusters Score -8282592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -8282596.500000 Penalty: 5311.698730
	Iteration 50Q: 3 clusters Score -8282596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -8282604.500000 Penalty: 5311.698730
	Iteration 51Q: 3 clusters Score -8282604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8282605.500000 Penalty: 5311.698730
	Iteration 52Q: 3 clusters Score -8282606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -8282612.500000 Penalty: 5311.698730
	Iteration 53Q: 3 clusters Score -8282612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8282614.000000 Penalty: 5311.698730
	Iteration 54Q: 3 clusters Score -8282614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8282615.500000 Penalty: 5311.698730
	Iteration 55Q: 3 clusters Score -8282616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -8282620.000000 Penalty: 5311.698730
	Iteration 56Q: 3 clusters Score -8282620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -8282621.000000 Penalty: 5311.698730
	Iteration 57Q: 3 clusters Score -8282621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -8282618.000000 Penalty: 5311.698730
	Iteration 58Q: 3 clusters Score -8282618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -8282618.000000 Penalty: 5311.698730
	Iteration 59F: 3 clusters Score -8282618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -98865.171875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -98865.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -97319.632812 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -97319.63 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97637.945312 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -97637.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -97728.000000 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -97728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97773.195312 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -97773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97809.765625 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -97809.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -97841.195312 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -97841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -97869.414062 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -97869.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -97885.070312 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -97885.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -97908.375000 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -97908.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -97912.710938 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -97912.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -97913.976562 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -97913.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -97915.171875 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -97915.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -97919.593750 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -97919.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -97921.312500 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -97921.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -97921.312500 Penalty: 3227.609619
	Iteration 14F: 3 clusters Score -97921.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -28125.611328 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -28125.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26958.447266 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -26958.45 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27187.957031 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -27187.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27249.222656 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -27249.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27294.867188 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -27294.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27299.208984 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -27299.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27300.332031 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -27300.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27301.441406 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -27301.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27301.888672 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -27301.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27301.888672 Penalty: 2909.768066
	Iteration 8F: 3 clusters Score -27301.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Entering Unmasked Estep 
Score: -3354809.500000 Penalty: 2428.165771
	Iteration 0F: 2 clusters Score -3354810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3342092.750000 Penalty: 4856.331543
	Iteration 0F: 3 clusters Score -3342093 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3346281.250000 Penalty: 4856.331543
	Iteration 1F: 3 clusters Score -3346281 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3346553.500000 Penalty: 4856.331543
	Iteration 2F: 3 clusters Score -3346554 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3346754.750000 Penalty: 4856.331543
	Iteration 3Q: 3 clusters Score -3346755 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3346926.250000 Penalty: 4856.331543
	Iteration 4Q: 3 clusters Score -3346926 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3347046.750000 Penalty: 4856.331543
	Iteration 5Q: 3 clusters Score -3347047 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3347155.750000 Penalty: 4856.331543
	Iteration 6Q: 3 clusters Score -3347156 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3347281.750000 Penalty: 4856.331543
	Iteration 7Q: 3 clusters Score -3347282 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3347413.250000 Penalty: 4856.331543
	Iteration 8Q: 3 clusters Score -3347413 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3347543.000000 Penalty: 4856.331543
	Iteration 9Q: 3 clusters Score -3347543 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3347774.750000 Penalty: 4856.331543
	Iteration 10Q: 3 clusters Score -3347775 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3348093.500000 Penalty: 4856.331543
	Iteration 11Q: 3 clusters Score -3348094 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3348505.000000 Penalty: 4856.331543
	Iteration 12Q: 3 clusters Score -3348505 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3349058.000000 Penalty: 4856.331543
	Iteration 13Q: 3 clusters Score -3349058 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3349712.750000 Penalty: 4856.331543
	Iteration 14F: 3 clusters Score -3349713 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3350440.500000 Penalty: 4856.331543
	Iteration 15F: 3 clusters Score -3350440 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3351111.500000 Penalty: 4856.331543
	Iteration 16Q: 3 clusters Score -3351112 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -3351709.750000 Penalty: 4856.331543
	Iteration 17Q: 3 clusters Score -3351710 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3352102.250000 Penalty: 4856.331543
	Iteration 18Q: 3 clusters Score -3352102 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3352332.500000 Penalty: 4856.331543
	Iteration 19Q: 3 clusters Score -3352332 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3352457.000000 Penalty: 4856.331543
	Iteration 20F: 3 clusters Score -3352457 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3352534.250000 Penalty: 4856.331543
	Iteration 21Q: 3 clusters Score -3352534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3352591.250000 Penalty: 4856.331543
	Iteration 22Q: 3 clusters Score -3352591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3352631.500000 Penalty: 4856.331543
	Iteration 23Q: 3 clusters Score -3352632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3352661.500000 Penalty: 4856.331543
	Iteration 24Q: 3 clusters Score -3352662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -3352671.750000 Penalty: 4856.331543
	Iteration 25Q: 3 clusters Score -3352672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3352682.250000 Penalty: 4856.331543
	Iteration 26Q: 3 clusters Score -3352682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3352687.000000 Penalty: 4856.331543
	Iteration 27Q: 3 clusters Score -3352687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3352695.750000 Penalty: 4856.331543
	Iteration 28Q: 3 clusters Score -3352696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3352704.000000 Penalty: 4856.331543
	Iteration 29Q: 3 clusters Score -3352704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3352712.750000 Penalty: 4856.331543
	Iteration 30Q: 3 clusters Score -3352713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3352715.250000 Penalty: 4856.331543
	Iteration 31Q: 3 clusters Score -3352715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3352717.500000 Penalty: 4856.331543
	Iteration 32Q: 3 clusters Score -3352718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3352718.000000 Penalty: 4856.331543
	Iteration 33Q: 3 clusters Score -3352718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3352718.750000 Penalty: 4856.331543
	Iteration 34Q: 3 clusters Score -3352719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3352718.750000 Penalty: 4856.331543
	Iteration 35F: 3 clusters Score -3352719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Entering Unmasked Estep 
Score: -9670391.000000 Penalty: 2693.212891
	Iteration 0F: 2 clusters Score -9670391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -9637257.000000 Penalty: 5386.425781
	Iteration 0F: 3 clusters Score -9637257 nChanged 23917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -9650340.000000 Penalty: 5386.425781
	Iteration 1F: 3 clusters Score -9650340 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -9650803.000000 Penalty: 5386.425781
	Iteration 2Q: 3 clusters Score -9650803 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -9651260.000000 Penalty: 5386.425781
	Iteration 3Q: 3 clusters Score -9651260 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -9651737.000000 Penalty: 5386.425781
	Iteration 4Q: 3 clusters Score -9651737 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -9652143.000000 Penalty: 5386.425781
	Iteration 5Q: 3 clusters Score -9652143 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -9652699.000000 Penalty: 5386.425781
	Iteration 6Q: 3 clusters Score -9652699 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -9653418.000000 Penalty: 5386.425781
	Iteration 7Q: 3 clusters Score -9653418 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -9654514.000000 Penalty: 5386.425781
	Iteration 8Q: 3 clusters Score -9654514 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -9656350.000000 Penalty: 5386.425781
	Iteration 9F: 3 clusters Score -9656350 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -9658665.000000 Penalty: 5386.425781
	Iteration 10F: 3 clusters Score -9658665 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -9661208.000000 Penalty: 5386.425781
	Iteration 11F: 3 clusters Score -9661208 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -9663351.000000 Penalty: 5386.425781
	Iteration 12Q: 3 clusters Score -9663351 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -9664898.000000 Penalty: 5386.425781
	Iteration 13Q: 3 clusters Score -9664898 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -9665892.000000 Penalty: 5386.425781
	Iteration 14Q: 3 clusters Score -9665892 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -9666549.000000 Penalty: 5386.425781
	Iteration 15Q: 3 clusters Score -9666549 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -9667033.000000 Penalty: 5386.425781
	Iteration 16Q: 3 clusters Score -9667033 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -9667292.000000 Penalty: 5386.425781
	Iteration 17Q: 3 clusters Score -9667292 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -9667493.000000 Penalty: 5386.425781
	Iteration 18Q: 3 clusters Score -9667493 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -9667657.000000 Penalty: 5386.425781
	Iteration 19Q: 3 clusters Score -9667657 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -9667707.000000 Penalty: 5386.425781
	Iteration 20F: 3 clusters Score -9667707 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9667891.000000 Penalty: 5386.425781
	Iteration 21Q: 3 clusters Score -9667891 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9667989.000000 Penalty: 5386.425781
	Iteration 22Q: 3 clusters Score -9667989 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -9668081.000000 Penalty: 5386.425781
	Iteration 23Q: 3 clusters Score -9668081 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9668213.000000 Penalty: 5386.425781
	Iteration 24Q: 3 clusters Score -9668213 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9668276.000000 Penalty: 5386.425781
	Iteration 25Q: 3 clusters Score -9668276 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9668282.000000 Penalty: 5386.425781
	Iteration 26Q: 3 clusters Score -9668282 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9668300.000000 Penalty: 5386.425781
	Iteration 27Q: 3 clusters Score -9668300 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9668315.000000 Penalty: 5386.425781
	Iteration 28Q: 3 clusters Score -9668315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9668328.000000 Penalty: 5386.425781
	Iteration 29Q: 3 clusters Score -9668328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9668338.000000 Penalty: 5386.425781
	Iteration 30Q: 3 clusters Score -9668338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9668353.000000 Penalty: 5386.425781
	Iteration 31Q: 3 clusters Score -9668353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9668374.000000 Penalty: 5386.425781
	Iteration 32Q: 3 clusters Score -9668374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9668374.000000 Penalty: 5386.425781
	Iteration 33Q: 3 clusters Score -9668374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9668390.000000 Penalty: 5386.425781
	Iteration 34Q: 3 clusters Score -9668390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9668379.000000 Penalty: 5386.425781
	Iteration 35Q: 3 clusters Score -9668379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9668369.000000 Penalty: 5386.425781
	Iteration 36Q: 3 clusters Score -9668369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9668362.000000 Penalty: 5386.425781
	Iteration 37Q: 3 clusters Score -9668362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9668384.000000 Penalty: 5386.425781
	Iteration 38Q: 3 clusters Score -9668384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9668389.000000 Penalty: 5386.425781
	Iteration 39Q: 3 clusters Score -9668389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9668392.000000 Penalty: 5386.425781
	Iteration 40F: 3 clusters Score -9668392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9668391.000000 Penalty: 5386.425781
	Iteration 41Q: 3 clusters Score -9668391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9668386.000000 Penalty: 5386.425781
	Iteration 42Q: 3 clusters Score -9668386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9668384.000000 Penalty: 5386.425781
	Iteration 43Q: 3 clusters Score -9668384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9668384.000000 Penalty: 5386.425781
	Iteration 44F: 3 clusters Score -9668384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 47533 members 
Mstep: Class 3 contains 49721 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 52123 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41141 members 
Mstep: Class 9 contains 39500 members 
Mstep: Class 10 contains 24706 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48087 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 42529 members 
Mstep: Class 17 contains 19699 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47566 members 
Mstep: Class 23 contains 12274 members 
Mstep: Class 24 contains 44760 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 17872 members 
Mstep: Class 28 contains 52038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143344.000000 Penalty: 85816.687500
Iteration 199Q: 27 clusters Score -1.101433e+08 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 47534 members 
Mstep: Class 3 contains 49855 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 52287 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41161 members 
Mstep: Class 9 contains 39510 members 
Mstep: Class 10 contains 24612 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48063 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 42651 members 
Mstep: Class 17 contains 19367 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47556 members 
Mstep: Class 23 contains 12197 members 
Mstep: Class 24 contains 45160 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 18354 members 
Mstep: Class 28 contains 51717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143352.000000 Penalty: 85816.687500
Iteration 200F: 27 clusters Score -1.101434e+08 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 47503 members 
Mstep: Class 3 contains 50050 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 52423 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 41160 members 
Mstep: Class 9 contains 39506 members 
Mstep: Class 10 contains 24538 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48055 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 42784 members 
Mstep: Class 17 contains 19059 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47577 members 
Mstep: Class 23 contains 12107 members 
Mstep: Class 24 contains 45565 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 18845 members 
Mstep: Class 28 contains 51360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143248.000000 Penalty: 85816.687500
Iteration 201Q: 27 clusters Score -1.101432e+08 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 47505 members 
Mstep: Class 3 contains 50277 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 52511 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 41190 members 
Mstep: Class 9 contains 39476 members 
Mstep: Class 10 contains 24479 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 48014 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 42813 members 
Mstep: Class 17 contains 18764 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47601 members 
Mstep: Class 23 contains 12048 members 
Mstep: Class 24 contains 45899 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 19368 members 
Mstep: Class 28 contains 51177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110143696.000000 Penalty: 85816.687500
Iteration 202Q: 27 clusters Score -1.101437e+08 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 47474 members 
Mstep: Class 3 contains 50444 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 52685 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41196 members 
Mstep: Class 9 contains 39466 members 
Mstep: Class 10 contains 24416 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47970 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 42887 members 
Mstep: Class 17 contains 18459 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47543 members 
Mstep: Class 23 contains 12015 members 
Mstep: Class 24 contains 46214 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 19908 members 
Mstep: Class 28 contains 51175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144320.000000 Penalty: 85816.687500
Iteration 203Q: 27 clusters Score -1.101443e+08 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 47430 members 
Mstep: Class 3 contains 50504 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 52776 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41207 members 
Mstep: Class 9 contains 39468 members 
Mstep: Class 10 contains 24333 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47906 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 42955 members 
Mstep: Class 17 contains 18167 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47524 members 
Mstep: Class 23 contains 12000 members 
Mstep: Class 24 contains 46567 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 20464 members 
Mstep: Class 28 contains 51199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144592.000000 Penalty: 85816.687500
Iteration 204Q: 27 clusters Score -1.101446e+08 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 47290 members 
Mstep: Class 3 contains 50278 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 52776 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41198 members 
Mstep: Class 9 contains 39465 members 
Mstep: Class 10 contains 24248 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47872 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 42993 members 
Mstep: Class 17 contains 17884 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47464 members 
Mstep: Class 23 contains 11977 members 
Mstep: Class 24 contains 46913 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 21053 members 
Mstep: Class 28 contains 51415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144584.000000 Penalty: 85816.687500
Iteration 205Q: 27 clusters Score -1.101446e+08 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 47104 members 
Mstep: Class 3 contains 49980 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 52694 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41153 members 
Mstep: Class 9 contains 39483 members 
Mstep: Class 10 contains 24120 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 43005 members 
Mstep: Class 17 contains 17605 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47379 members 
Mstep: Class 23 contains 11902 members 
Mstep: Class 24 contains 47274 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 21679 members 
Mstep: Class 28 contains 51692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144920.000000 Penalty: 85816.687500
Iteration 206Q: 27 clusters Score -1.101449e+08 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 46881 members 
Mstep: Class 3 contains 49739 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 52421 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 41072 members 
Mstep: Class 9 contains 39476 members 
Mstep: Class 10 contains 23967 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47769 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 42980 members 
Mstep: Class 17 contains 17334 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47371 members 
Mstep: Class 23 contains 11760 members 
Mstep: Class 24 contains 47703 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 22286 members 
Mstep: Class 28 contains 51939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145672.000000 Penalty: 85816.687500
Iteration 207Q: 27 clusters Score -1.101457e+08 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 46656 members 
Mstep: Class 3 contains 49689 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 52107 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 40947 members 
Mstep: Class 9 contains 39481 members 
Mstep: Class 10 contains 23804 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47727 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 42964 members 
Mstep: Class 17 contains 17046 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47333 members 
Mstep: Class 23 contains 11585 members 
Mstep: Class 24 contains 48164 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 22895 members 
Mstep: Class 28 contains 52075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145840.000000 Penalty: 85816.687500
Iteration 208Q: 27 clusters Score -1.101458e+08 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 46417 members 
Mstep: Class 3 contains 49702 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 51828 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 39471 members 
Mstep: Class 10 contains 23613 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47697 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 42973 members 
Mstep: Class 17 contains 16783 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47350 members 
Mstep: Class 23 contains 11390 members 
Mstep: Class 24 contains 48603 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 23519 members 
Mstep: Class 28 contains 52160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146552.000000 Penalty: 85816.687500
Iteration 209Q: 27 clusters Score -1.101466e+08 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 46226 members 
Mstep: Class 3 contains 49752 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51575 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 40607 members 
Mstep: Class 9 contains 39477 members 
Mstep: Class 10 contains 23386 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47667 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 42955 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47397 members 
Mstep: Class 23 contains 11174 members 
Mstep: Class 24 contains 49008 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 24207 members 
Mstep: Class 28 contains 52189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146296.000000 Penalty: 85816.687500
Iteration 210Q: 27 clusters Score -1.101463e+08 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 46114 members 
Mstep: Class 3 contains 49849 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51333 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 40356 members 
Mstep: Class 9 contains 39458 members 
Mstep: Class 10 contains 23129 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47622 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 42980 members 
Mstep: Class 17 contains 16297 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47489 members 
Mstep: Class 23 contains 10969 members 
Mstep: Class 24 contains 49418 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 24865 members 
Mstep: Class 28 contains 52130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146544.000000 Penalty: 85816.687500
Iteration 211Q: 27 clusters Score -1.101465e+08 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 45901 members 
Mstep: Class 3 contains 50045 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51136 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 40082 members 
Mstep: Class 9 contains 39481 members 
Mstep: Class 10 contains 22867 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47559 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 43006 members 
Mstep: Class 17 contains 16100 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47613 members 
Mstep: Class 23 contains 10755 members 
Mstep: Class 24 contains 49842 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 25500 members 
Mstep: Class 28 contains 52043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147104.000000 Penalty: 85816.687500
Iteration 212Q: 27 clusters Score -1.101471e+08 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 45790 members 
Mstep: Class 3 contains 50204 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51036 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 39822 members 
Mstep: Class 9 contains 39516 members 
Mstep: Class 10 contains 22642 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47517 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 43020 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47641 members 
Mstep: Class 23 contains 10538 members 
Mstep: Class 24 contains 50235 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 26179 members 
Mstep: Class 28 contains 51931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147000.000000 Penalty: 85816.687500
Iteration 213Q: 27 clusters Score -1.10147e+08 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 45679 members 
Mstep: Class 3 contains 50327 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50900 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 39531 members 
Mstep: Class 9 contains 39573 members 
Mstep: Class 10 contains 22414 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47474 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 43050 members 
Mstep: Class 17 contains 15763 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47765 members 
Mstep: Class 23 contains 10358 members 
Mstep: Class 24 contains 50605 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 26851 members 
Mstep: Class 28 contains 51736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147008.000000 Penalty: 85816.687500
Iteration 214Q: 27 clusters Score -1.10147e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 45616 members 
Mstep: Class 3 contains 50364 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50766 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 39262 members 
Mstep: Class 9 contains 39629 members 
Mstep: Class 10 contains 22155 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47412 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 43072 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47872 members 
Mstep: Class 23 contains 10176 members 
Mstep: Class 24 contains 50917 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 27613 members 
Mstep: Class 28 contains 51659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146976.000000 Penalty: 85816.687500
Iteration 215Q: 27 clusters Score -1.10147e+08 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 45573 members 
Mstep: Class 3 contains 50360 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50618 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 38995 members 
Mstep: Class 9 contains 39685 members 
Mstep: Class 10 contains 21909 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47342 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 43113 members 
Mstep: Class 17 contains 15458 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47953 members 
Mstep: Class 23 contains 9999 members 
Mstep: Class 24 contains 51174 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 28393 members 
Mstep: Class 28 contains 51598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146968.000000 Penalty: 85816.687500
Iteration 216Q: 27 clusters Score -1.10147e+08 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 45513 members 
Mstep: Class 3 contains 50321 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50458 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 38768 members 
Mstep: Class 9 contains 39767 members 
Mstep: Class 10 contains 21681 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47261 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 43163 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47952 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 51413 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 29188 members 
Mstep: Class 28 contains 51551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146728.000000 Penalty: 85816.687500
Iteration 217Q: 27 clusters Score -1.101467e+08 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 45386 members 
Mstep: Class 3 contains 50326 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50278 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 38569 members 
Mstep: Class 9 contains 39790 members 
Mstep: Class 10 contains 21442 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47177 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 43230 members 
Mstep: Class 17 contains 15189 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47914 members 
Mstep: Class 23 contains 9689 members 
Mstep: Class 24 contains 51558 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 30024 members 
Mstep: Class 28 contains 51562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146512.000000 Penalty: 85816.687500
Iteration 218Q: 27 clusters Score -1.101465e+08 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 45249 members 
Mstep: Class 3 contains 50367 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50047 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 8 contains 38399 members 
Mstep: Class 9 contains 39840 members 
Mstep: Class 10 contains 21156 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47089 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 43304 members 
Mstep: Class 17 contains 15044 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48008 members 
Mstep: Class 23 contains 9521 members 
Mstep: Class 24 contains 51672 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 30894 members 
Mstep: Class 28 contains 51548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146696.000000 Penalty: 85816.687500
Iteration 219Q: 27 clusters Score -1.101467e+08 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 45045 members 
Mstep: Class 3 contains 50407 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 49862 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2673 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 39895 members 
Mstep: Class 10 contains 20817 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47039 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 43435 members 
Mstep: Class 17 contains 14889 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48155 members 
Mstep: Class 23 contains 9338 members 
Mstep: Class 24 contains 51750 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 31809 members 
Mstep: Class 28 contains 51540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147104.000000 Penalty: 85816.687500
Iteration 220F: 27 clusters Score -1.101471e+08 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 44857 members 
Mstep: Class 3 contains 50455 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 49615 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 38022 members 
Mstep: Class 9 contains 39915 members 
Mstep: Class 10 contains 20497 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47024 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 43588 members 
Mstep: Class 17 contains 14752 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48277 members 
Mstep: Class 23 contains 9156 members 
Mstep: Class 24 contains 51819 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 32787 members 
Mstep: Class 28 contains 51545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146728.000000 Penalty: 85816.687500
Iteration 221Q: 27 clusters Score -1.101467e+08 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 44763 members 
Mstep: Class 3 contains 50465 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 49286 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 37788 members 
Mstep: Class 9 contains 39947 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46998 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 43821 members 
Mstep: Class 17 contains 14598 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48320 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 51888 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 33834 members 
Mstep: Class 28 contains 51591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146520.000000 Penalty: 85816.687500
Iteration 222Q: 27 clusters Score -1.101465e+08 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 44570 members 
Mstep: Class 3 contains 50399 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 48926 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 37466 members 
Mstep: Class 9 contains 39965 members 
Mstep: Class 10 contains 19841 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46975 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 44096 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48355 members 
Mstep: Class 23 contains 8840 members 
Mstep: Class 24 contains 51935 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 35049 members 
Mstep: Class 28 contains 51658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146504.000000 Penalty: 85816.687500
Iteration 223Q: 27 clusters Score -1.101465e+08 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 44365 members 
Mstep: Class 3 contains 50347 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 48498 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 37069 members 
Mstep: Class 9 contains 39989 members 
Mstep: Class 10 contains 19550 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46976 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 44438 members 
Mstep: Class 17 contains 14293 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48405 members 
Mstep: Class 23 contains 8694 members 
Mstep: Class 24 contains 51994 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 36258 members 
Mstep: Class 28 contains 51698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146448.000000 Penalty: 85816.687500
Iteration 224Q: 27 clusters Score -1.101464e+08 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 44097 members 
Mstep: Class 3 contains 50229 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 48098 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 36640 members 
Mstep: Class 9 contains 40027 members 
Mstep: Class 10 contains 19236 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46978 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 44857 members 
Mstep: Class 17 contains 14111 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48396 members 
Mstep: Class 23 contains 8532 members 
Mstep: Class 24 contains 52019 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 37623 members 
Mstep: Class 28 contains 51760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146456.000000 Penalty: 85816.687500
Iteration 225Q: 27 clusters Score -1.101465e+08 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 43835 members 
Mstep: Class 3 contains 50079 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 47698 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 36206 members 
Mstep: Class 9 contains 40053 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46979 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45343 members 
Mstep: Class 17 contains 13937 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48402 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 52041 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 38970 members 
Mstep: Class 28 contains 51783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146544.000000 Penalty: 85816.687500
Iteration 226Q: 27 clusters Score -1.101465e+08 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 43631 members 
Mstep: Class 3 contains 49958 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 47166 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 35694 members 
Mstep: Class 9 contains 40103 members 
Mstep: Class 10 contains 18689 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46985 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45726 members 
Mstep: Class 17 contains 13753 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48475 members 
Mstep: Class 23 contains 8200 members 
Mstep: Class 24 contains 52093 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 40389 members 
Mstep: Class 28 contains 51811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146232.000000 Penalty: 85816.687500
Iteration 227Q: 27 clusters Score -1.101462e+08 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 43468 members 
Mstep: Class 3 contains 49800 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 46467 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 35069 members 
Mstep: Class 9 contains 40137 members 
Mstep: Class 10 contains 18432 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46968 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 46034 members 
Mstep: Class 17 contains 13555 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48608 members 
Mstep: Class 23 contains 8018 members 
Mstep: Class 24 contains 52145 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 42125 members 
Mstep: Class 28 contains 51833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146192.000000 Penalty: 85816.687500
Iteration 228Q: 27 clusters Score -1.101462e+08 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 43385 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 45695 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 34406 members 
Mstep: Class 9 contains 40171 members 
Mstep: Class 10 contains 18156 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46975 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 46312 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48724 members 
Mstep: Class 23 contains 7843 members 
Mstep: Class 24 contains 52235 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 43821 members 
Mstep: Class 28 contains 51810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145584.000000 Penalty: 85816.687500
Iteration 229Q: 27 clusters Score -1.101456e+08 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 43440 members 
Mstep: Class 3 contains 49610 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 45057 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 33780 members 
Mstep: Class 9 contains 40186 members 
Mstep: Class 10 contains 17913 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47035 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 46595 members 
Mstep: Class 17 contains 13199 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48780 members 
Mstep: Class 23 contains 7678 members 
Mstep: Class 24 contains 52332 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45251 members 
Mstep: Class 28 contains 51697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145232.000000 Penalty: 85816.687500
Iteration 230Q: 27 clusters Score -1.101452e+08 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 43718 members 
Mstep: Class 3 contains 49481 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 44626 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 33223 members 
Mstep: Class 9 contains 40203 members 
Mstep: Class 10 contains 17726 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47053 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 46879 members 
Mstep: Class 17 contains 13013 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 52395 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46346 members 
Mstep: Class 28 contains 51556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110144816.000000 Penalty: 85816.687500
Iteration 231Q: 27 clusters Score -1.101448e+08 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 43912 members 
Mstep: Class 3 contains 49488 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 44545 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 32799 members 
Mstep: Class 9 contains 40247 members 
Mstep: Class 10 contains 17561 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47037 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 47199 members 
Mstep: Class 17 contains 12817 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48436 members 
Mstep: Class 23 contains 7372 members 
Mstep: Class 24 contains 52381 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47082 members 
Mstep: Class 28 contains 51476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145208.000000 Penalty: 85816.687500
Iteration 232Q: 27 clusters Score -1.101452e+08 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 44041 members 
Mstep: Class 3 contains 49620 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 44587 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2676 members 
Mstep: Class 8 contains 32466 members 
Mstep: Class 9 contains 40262 members 
Mstep: Class 10 contains 17428 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46954 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 47429 members 
Mstep: Class 17 contains 12627 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48181 members 
Mstep: Class 23 contains 7270 members 
Mstep: Class 24 contains 52297 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47830 members 
Mstep: Class 28 contains 51332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110145680.000000 Penalty: 85816.687500
Iteration 233Q: 27 clusters Score -1.101457e+08 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 44127 members 
Mstep: Class 3 contains 49713 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 44825 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 32167 members 
Mstep: Class 9 contains 40267 members 
Mstep: Class 10 contains 17293 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46830 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 47553 members 
Mstep: Class 17 contains 12420 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47938 members 
Mstep: Class 23 contains 7186 members 
Mstep: Class 24 contains 52209 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48704 members 
Mstep: Class 28 contains 51175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146280.000000 Penalty: 85816.687500
Iteration 234Q: 27 clusters Score -1.101463e+08 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 44103 members 
Mstep: Class 3 contains 49781 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 45247 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 31977 members 
Mstep: Class 9 contains 40267 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46726 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 47654 members 
Mstep: Class 17 contains 12196 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47585 members 
Mstep: Class 23 contains 7127 members 
Mstep: Class 24 contains 52162 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49405 members 
Mstep: Class 28 contains 51129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110146976.000000 Penalty: 85816.687500
Iteration 235Q: 27 clusters Score -1.10147e+08 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 43968 members 
Mstep: Class 3 contains 49817 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 45774 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 31851 members 
Mstep: Class 9 contains 40254 members 
Mstep: Class 10 contains 17112 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46618 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 47685 members 
Mstep: Class 17 contains 11985 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47348 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 52150 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49857 members 
Mstep: Class 28 contains 51187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147272.000000 Penalty: 85816.687500
Iteration 236Q: 27 clusters Score -1.101473e+08 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 43826 members 
Mstep: Class 3 contains 49921 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 46347 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 31822 members 
Mstep: Class 9 contains 40242 members 
Mstep: Class 10 contains 17057 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46531 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 47623 members 
Mstep: Class 17 contains 11771 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47195 members 
Mstep: Class 23 contains 7044 members 
Mstep: Class 24 contains 52193 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49960 members 
Mstep: Class 28 contains 51286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110147872.000000 Penalty: 85816.687500
Iteration 237Q: 27 clusters Score -1.101479e+08 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 43708 members 
Mstep: Class 3 contains 49886 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 47103 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 31811 members 
Mstep: Class 9 contains 40214 members 
Mstep: Class 10 contains 16977 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46473 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 47535 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47148 members 
Mstep: Class 23 contains 7006 members 
Mstep: Class 24 contains 52249 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49847 members 
Mstep: Class 28 contains 51373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110148408.000000 Penalty: 85816.687500
Iteration 238Q: 27 clusters Score -1.101484e+08 nChanged 5731
Entering ConstructFrom: 
Score: -110148408.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (49750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Entering Unmasked Estep 
Score: -9284346.000000 Penalty: 2682.062012
	Iteration 0F: 2 clusters Score -9284346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -9252412.000000 Penalty: 5364.124023
	Iteration 0F: 3 clusters Score -9252412 nChanged 23153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -9265338.000000 Penalty: 5364.124023
	Iteration 1F: 3 clusters Score -9265338 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -9266045.000000 Penalty: 5364.124023
	Iteration 2Q: 3 clusters Score -9266045 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -9266873.000000 Penalty: 5364.124023
	Iteration 3Q: 3 clusters Score -9266873 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -9267947.000000 Penalty: 5364.124023
	Iteration 4Q: 3 clusters Score -9267947 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -9269478.000000 Penalty: 5364.124023
	Iteration 5F: 3 clusters Score -9269478 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -9271522.000000 Penalty: 5364.124023
	Iteration 6F: 3 clusters Score -9271522 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -9274205.000000 Penalty: 5364.124023
	Iteration 7F: 3 clusters Score -9274205 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -9276729.000000 Penalty: 5364.124023
	Iteration 8F: 3 clusters Score -9276729 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -9278346.000000 Penalty: 5364.124023
	Iteration 9Q: 3 clusters Score -9278346 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -9279235.000000 Penalty: 5364.124023
	Iteration 10Q: 3 clusters Score -9279235 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -9279822.000000 Penalty: 5364.124023
	Iteration 11Q: 3 clusters Score -9279822 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -9280240.000000 Penalty: 5364.124023
	Iteration 12Q: 3 clusters Score -9280240 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -9280527.000000 Penalty: 5364.124023
	Iteration 13Q: 3 clusters Score -9280527 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -9280748.000000 Penalty: 5364.124023
	Iteration 14Q: 3 clusters Score -9280748 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -9280897.000000 Penalty: 5364.124023
	Iteration 15Q: 3 clusters Score -9280897 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -9281068.000000 Penalty: 5364.124023
	Iteration 16Q: 3 clusters Score -9281068 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -9281215.000000 Penalty: 5364.124023
	Iteration 17Q: 3 clusters Score -9281215 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -9281379.000000 Penalty: 5364.124023
	Iteration 18Q: 3 clusters Score -9281379 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -9281413.000000 Penalty: 5364.124023
	Iteration 19Q: 3 clusters Score -9281413 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -9281482.000000 Penalty: 5364.124023
	Iteration 20F: 3 clusters Score -9281482 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -9281599.000000 Penalty: 5364.124023
	Iteration 21Q: 3 clusters Score -9281599 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -9281612.000000 Penalty: 5364.124023
	Iteration 22Q: 3 clusters Score -9281612 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -9281646.000000 Penalty: 5364.124023
	Iteration 23Q: 3 clusters Score -9281646 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -9281671.000000 Penalty: 5364.124023
	Iteration 24Q: 3 clusters Score -9281671 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -9281673.000000 Penalty: 5364.124023
	Iteration 25Q: 3 clusters Score -9281673 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -9281662.000000 Penalty: 5364.124023
	Iteration 26Q: 3 clusters Score -9281662 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -9281681.000000 Penalty: 5364.124023
	Iteration 27Q: 3 clusters Score -9281681 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -9281689.000000 Penalty: 5364.124023
	Iteration 28Q: 3 clusters Score -9281689 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -9281692.000000 Penalty: 5364.124023
	Iteration 29Q: 3 clusters Score -9281692 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -9281708.000000 Penalty: 5364.124023
	Iteration 30Q: 3 clusters Score -9281708 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -9281718.000000 Penalty: 5364.124023
	Iteration 31Q: 3 clusters Score -9281718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -9281713.000000 Penalty: 5364.124023
	Iteration 32Q: 3 clusters Score -9281713 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -9281706.000000 Penalty: 5364.124023
	Iteration 33Q: 3 clusters Score -9281706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -9281736.000000 Penalty: 5364.124023
	Iteration 34Q: 3 clusters Score -9281736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -9281744.000000 Penalty: 5364.124023
	Iteration 35Q: 3 clusters Score -9281744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -9281751.000000 Penalty: 5364.124023
	Iteration 36Q: 3 clusters Score -9281751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -9281742.000000 Penalty: 5364.124023
	Iteration 37Q: 3 clusters Score -9281742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -9281746.000000 Penalty: 5364.124023
	Iteration 38Q: 3 clusters Score -9281746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -9281760.000000 Penalty: 5364.124023
	Iteration 39Q: 3 clusters Score -9281760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -9281757.000000 Penalty: 5364.124023
	Iteration 40F: 3 clusters Score -9281757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -9281753.000000 Penalty: 5364.124023
	Iteration 41Q: 3 clusters Score -9281753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -9281755.000000 Penalty: 5364.124023
	Iteration 42Q: 3 clusters Score -9281755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -9281742.000000 Penalty: 5364.124023
	Iteration 43Q: 3 clusters Score -9281742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -9281739.000000 Penalty: 5364.124023
	Iteration 44Q: 3 clusters Score -9281739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -9281726.000000 Penalty: 5364.124023
	Iteration 45Q: 3 clusters Score -9281726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -9281737.000000 Penalty: 5364.124023
	Iteration 46Q: 3 clusters Score -9281737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -9281752.000000 Penalty: 5364.124023
	Iteration 47Q: 3 clusters Score -9281752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -9281750.000000 Penalty: 5364.124023
	Iteration 48Q: 3 clusters Score -9281750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -9281734.000000 Penalty: 5364.124023
	Iteration 49Q: 3 clusters Score -9281734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -9281737.000000 Penalty: 5364.124023
	Iteration 50Q: 3 clusters Score -9281737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -9281756.000000 Penalty: 5364.124023
	Iteration 51Q: 3 clusters Score -9281756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -9281757.000000 Penalty: 5364.124023
	Iteration 52Q: 3 clusters Score -9281757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -9281769.000000 Penalty: 5364.124023
	Iteration 53Q: 3 clusters Score -9281769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -9281771.000000 Penalty: 5364.124023
	Iteration 54Q: 3 clusters Score -9281771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -9281763.000000 Penalty: 5364.124023
	Iteration 55Q: 3 clusters Score -9281763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -9281770.000000 Penalty: 5364.124023
	Iteration 56Q: 3 clusters Score -9281770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -9281756.000000 Penalty: 5364.124023
	Iteration 57Q: 3 clusters Score -9281756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -9281757.000000 Penalty: 5364.124023
	Iteration 58Q: 3 clusters Score -9281757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -9281748.000000 Penalty: 5364.124023
	Iteration 59Q: 3 clusters Score -9281748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -9281758.000000 Penalty: 5364.124023
	Iteration 60F: 3 clusters Score -9281758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -9281765.000000 Penalty: 5364.124023
	Iteration 61Q: 3 clusters Score -9281765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -9281767.000000 Penalty: 5364.124023
	Iteration 62Q: 3 clusters Score -9281767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -9281758.000000 Penalty: 5364.124023
	Iteration 63Q: 3 clusters Score -9281758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -9281762.000000 Penalty: 5364.124023
	Iteration 64Q: 3 clusters Score -9281762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -9281766.000000 Penalty: 5364.124023
	Iteration 65Q: 3 clusters Score -9281766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -9281770.000000 Penalty: 5364.124023
	Iteration 66Q: 3 clusters Score -9281770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -9281774.000000 Penalty: 5364.124023
	Iteration 67Q: 3 clusters Score -9281774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -9281779.000000 Penalty: 5364.124023
	Iteration 68Q: 3 clusters Score -9281779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -9281773.000000 Penalty: 5364.124023
	Iteration 69Q: 3 clusters Score -9281773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -9281775.000000 Penalty: 5364.124023
	Iteration 70Q: 3 clusters Score -9281775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -9281767.000000 Penalty: 5364.124023
	Iteration 71Q: 3 clusters Score -9281767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -9281758.000000 Penalty: 5364.124023
	Iteration 72Q: 3 clusters Score -9281758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -9281765.000000 Penalty: 5364.124023
	Iteration 73Q: 3 clusters Score -9281765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -9281765.000000 Penalty: 5364.124023
	Iteration 74F: 3 clusters Score -9281765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Entering Unmasked Estep 
Score: -8193516.500000 Penalty: 2649.399902
	Iteration 0F: 2 clusters Score -8193516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -8165310.000000 Penalty: 5298.799805
	Iteration 0F: 3 clusters Score -8165310 nChanged 19900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -8176328.000000 Penalty: 5298.799805
	Iteration 1F: 3 clusters Score -8176328 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -8176780.000000 Penalty: 5298.799805
	Iteration 2Q: 3 clusters Score -8176780 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -8177224.500000 Penalty: 5298.799805
	Iteration 3Q: 3 clusters Score -8177224 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -8177705.500000 Penalty: 5298.799805
	Iteration 4Q: 3 clusters Score -8177706 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -8178294.000000 Penalty: 5298.799805
	Iteration 5Q: 3 clusters Score -8178294 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -8178997.500000 Penalty: 5298.799805
	Iteration 6Q: 3 clusters Score -8178998 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -8180190.000000 Penalty: 5298.799805
	Iteration 7F: 3 clusters Score -8180190 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -8181866.000000 Penalty: 5298.799805
	Iteration 8F: 3 clusters Score -8181866 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -8183988.500000 Penalty: 5298.799805
	Iteration 9F: 3 clusters Score -8183988 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -8186179.500000 Penalty: 5298.799805
	Iteration 10F: 3 clusters Score -8186180 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -8188076.000000 Penalty: 5298.799805
	Iteration 11F: 3 clusters Score -8188076 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -8189445.500000 Penalty: 5298.799805
	Iteration 12Q: 3 clusters Score -8189446 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -8190219.000000 Penalty: 5298.799805
	Iteration 13Q: 3 clusters Score -8190219 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8190619.000000 Penalty: 5298.799805
	Iteration 14Q: 3 clusters Score -8190619 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -8190832.000000 Penalty: 5298.799805
	Iteration 15Q: 3 clusters Score -8190832 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -8190992.500000 Penalty: 5298.799805
	Iteration 16Q: 3 clusters Score -8190992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -8191084.000000 Penalty: 5298.799805
	Iteration 17Q: 3 clusters Score -8191084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -8191154.000000 Penalty: 5298.799805
	Iteration 18Q: 3 clusters Score -8191154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -8191208.000000 Penalty: 5298.799805
	Iteration 19Q: 3 clusters Score -8191208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8191239.000000 Penalty: 5298.799805
	Iteration 20F: 3 clusters Score -8191239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8191242.500000 Penalty: 5298.799805
	Iteration 21Q: 3 clusters Score -8191242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -8191263.000000 Penalty: 5298.799805
	Iteration 22Q: 3 clusters Score -8191263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8191262.500000 Penalty: 5298.799805
	Iteration 23Q: 3 clusters Score -8191262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -8191266.000000 Penalty: 5298.799805
	Iteration 24Q: 3 clusters Score -8191266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -8191274.500000 Penalty: 5298.799805
	Iteration 25Q: 3 clusters Score -8191274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -8191277.000000 Penalty: 5298.799805
	Iteration 26Q: 3 clusters Score -8191277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -8191280.000000 Penalty: 5298.799805
	Iteration 27Q: 3 clusters Score -8191280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -8191276.000000 Penalty: 5298.799805
	Iteration 28Q: 3 clusters Score -8191276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8191285.500000 Penalty: 5298.799805
	Iteration 29Q: 3 clusters Score -8191286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -8191286.500000 Penalty: 5298.799805
	Iteration 30Q: 3 clusters Score -8191286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -8191286.500000 Penalty: 5298.799805
	Iteration 31F: 3 clusters Score -8191286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Entering Unmasked Estep 
Score: -9330048.000000 Penalty: 2682.405518
	Iteration 0F: 2 clusters Score -9330048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -9298963.000000 Penalty: 5364.811035
	Iteration 0F: 3 clusters Score -9298963 nChanged 23074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -9311945.000000 Penalty: 5364.811035
	Iteration 1F: 3 clusters Score -9311945 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -9313073.000000 Penalty: 5364.811035
	Iteration 2F: 3 clusters Score -9313073 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -9314487.000000 Penalty: 5364.811035
	Iteration 3F: 3 clusters Score -9314487 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -9316193.000000 Penalty: 5364.811035
	Iteration 4F: 3 clusters Score -9316193 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -9318273.000000 Penalty: 5364.811035
	Iteration 5F: 3 clusters Score -9318273 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -9320759.000000 Penalty: 5364.811035
	Iteration 6F: 3 clusters Score -9320759 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -9323085.000000 Penalty: 5364.811035
	Iteration 7F: 3 clusters Score -9323085 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -9324593.000000 Penalty: 5364.811035
	Iteration 8Q: 3 clusters Score -9324593 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -9325471.000000 Penalty: 5364.811035
	Iteration 9Q: 3 clusters Score -9325471 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -9326089.000000 Penalty: 5364.811035
	Iteration 10Q: 3 clusters Score -9326089 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -9326599.000000 Penalty: 5364.811035
	Iteration 11Q: 3 clusters Score -9326599 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -9327024.000000 Penalty: 5364.811035
	Iteration 12Q: 3 clusters Score -9327024 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -9327311.000000 Penalty: 5364.811035
	Iteration 13Q: 3 clusters Score -9327311 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -9327525.000000 Penalty: 5364.811035
	Iteration 14Q: 3 clusters Score -9327525 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -9327698.000000 Penalty: 5364.811035
	Iteration 15Q: 3 clusters Score -9327698 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -9327800.000000 Penalty: 5364.811035
	Iteration 16Q: 3 clusters Score -9327800 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -9327901.000000 Penalty: 5364.811035
	Iteration 17Q: 3 clusters Score -9327901 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -9327940.000000 Penalty: 5364.811035
	Iteration 18Q: 3 clusters Score -9327940 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -9328006.000000 Penalty: 5364.811035
	Iteration 19Q: 3 clusters Score -9328006 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -9328039.000000 Penalty: 5364.811035
	Iteration 20F: 3 clusters Score -9328039 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -9328052.000000 Penalty: 5364.811035
	Iteration 21Q: 3 clusters Score -9328052 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -9328042.000000 Penalty: 5364.811035
	Iteration 22Q: 3 clusters Score -9328042 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -9328059.000000 Penalty: 5364.811035
	Iteration 23Q: 3 clusters Score -9328059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -9328033.000000 Penalty: 5364.811035
	Iteration 24Q: 3 clusters Score -9328033 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -9328028.000000 Penalty: 5364.811035
	Iteration 25Q: 3 clusters Score -9328028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -9328017.000000 Penalty: 5364.811035
	Iteration 26Q: 3 clusters Score -9328017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -9328030.000000 Penalty: 5364.811035
	Iteration 27Q: 3 clusters Score -9328030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -9328040.000000 Penalty: 5364.811035
	Iteration 28Q: 3 clusters Score -9328040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -9328033.000000 Penalty: 5364.811035
	Iteration 29Q: 3 clusters Score -9328033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -9328037.000000 Penalty: 5364.811035
	Iteration 30Q: 3 clusters Score -9328037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -9328024.000000 Penalty: 5364.811035
	Iteration 31Q: 3 clusters Score -9328024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -9328040.000000 Penalty: 5364.811035
	Iteration 32Q: 3 clusters Score -9328040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -9328052.000000 Penalty: 5364.811035
	Iteration 33Q: 3 clusters Score -9328052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -9328043.000000 Penalty: 5364.811035
	Iteration 34Q: 3 clusters Score -9328043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -9328035.000000 Penalty: 5364.811035
	Iteration 35Q: 3 clusters Score -9328035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -9328030.000000 Penalty: 5364.811035
	Iteration 36Q: 3 clusters Score -9328030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -9328028.000000 Penalty: 5364.811035
	Iteration 37Q: 3 clusters Score -9328028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -9328024.000000 Penalty: 5364.811035
	Iteration 38Q: 3 clusters Score -9328024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -9328031.000000 Penalty: 5364.811035
	Iteration 39Q: 3 clusters Score -9328031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -9328025.000000 Penalty: 5364.811035
	Iteration 40F: 3 clusters Score -9328025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -9328032.000000 Penalty: 5364.811035
	Iteration 41Q: 3 clusters Score -9328032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -9328042.000000 Penalty: 5364.811035
	Iteration 42Q: 3 clusters Score -9328042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -9328034.000000 Penalty: 5364.811035
	Iteration 43Q: 3 clusters Score -9328034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -9328041.000000 Penalty: 5364.811035
	Iteration 44Q: 3 clusters Score -9328041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -9328032.000000 Penalty: 5364.811035
	Iteration 45Q: 3 clusters Score -9328032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -9328042.000000 Penalty: 5364.811035
	Iteration 46Q: 3 clusters Score -9328042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -9328046.000000 Penalty: 5364.811035
	Iteration 47Q: 3 clusters Score -9328046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -9328051.000000 Penalty: 5364.811035
	Iteration 48Q: 3 clusters Score -9328051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -9328045.000000 Penalty: 5364.811035
	Iteration 49Q: 3 clusters Score -9328045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -9328049.000000 Penalty: 5364.811035
	Iteration 50Q: 3 clusters Score -9328049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -9328051.000000 Penalty: 5364.811035
	Iteration 51Q: 3 clusters Score -9328051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -9328053.000000 Penalty: 5364.811035
	Iteration 52Q: 3 clusters Score -9328053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -9328061.000000 Penalty: 5364.811035
	Iteration 53Q: 3 clusters Score -9328061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -9328061.000000 Penalty: 5364.811035
	Iteration 54Q: 3 clusters Score -9328061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -9328064.000000 Penalty: 5364.811035
	Iteration 55Q: 3 clusters Score -9328064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -9328068.000000 Penalty: 5364.811035
	Iteration 56Q: 3 clusters Score -9328068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -9328068.000000 Penalty: 5364.811035
	Iteration 57Q: 3 clusters Score -9328068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -9328068.000000 Penalty: 5364.811035
	Iteration 58F: 3 clusters Score -9328068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -69479.703125 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -69479.7 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 232 members 
Entering Unmasked Estep 
Score: -68101.734375 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -68101.73 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68430.117188 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -68430.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68694.578125 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -68694.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -68821.039062 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -68821.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -68914.054688 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -68914.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69014.343750 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -69014.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69126.187500 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -69126.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -69274.617188 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -69274.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69410.617188 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -69410.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -69534.898438 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -69534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69580.742188 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -69580.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69583.437500 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -69583.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69585.828125 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -69585.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -69591.148438 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -69591.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69593.757812 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -69593.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69593.757812 Penalty: 3027.977295
	Iteration 15F: 3 clusters Score -69593.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 43611 members 
Mstep: Class 3 contains 49819 members 
Mstep: Class 4 contains 266 members 
Mstep: Class 5 contains 47847 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2682 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 40206 members 
Mstep: Class 10 contains 16907 members 
Mstep: Class 11 contains 182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46436 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 47442 members 
Mstep: Class 17 contains 11333 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47168 members 
Mstep: Class 23 contains 6948 members 
Mstep: Class 24 contains 52225 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49660 members 
Mstep: Class 28 contains 51466 members 
Entering Unmasked Estep 
Score: -110147352.000000 Penalty: 89117.335938
Splitting cluster 4 changes total score from -110148408.000000 to -110147352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (47847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Entering Unmasked Estep 
Score: -8963339.000000 Penalty: 2672.389404
	Iteration 0F: 2 clusters Score -8963339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -8933213.000000 Penalty: 5344.778809
	Iteration 0F: 3 clusters Score -8933213 nChanged 21947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -8945760.000000 Penalty: 5344.778809
	Iteration 1F: 3 clusters Score -8945760 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -8947069.000000 Penalty: 5344.778809
	Iteration 2F: 3 clusters Score -8947069 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -8948833.000000 Penalty: 5344.778809
	Iteration 3F: 3 clusters Score -8948833 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -8951076.000000 Penalty: 5344.778809
	Iteration 4F: 3 clusters Score -8951076 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -8953838.000000 Penalty: 5344.778809
	Iteration 5F: 3 clusters Score -8953838 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -8956393.000000 Penalty: 5344.778809
	Iteration 6F: 3 clusters Score -8956393 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -8958215.000000 Penalty: 5344.778809
	Iteration 7Q: 3 clusters Score -8958215 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8959213.000000 Penalty: 5344.778809
	Iteration 8Q: 3 clusters Score -8959213 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8959861.000000 Penalty: 5344.778809
	Iteration 9Q: 3 clusters Score -8959861 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8960252.000000 Penalty: 5344.778809
	Iteration 10Q: 3 clusters Score -8960252 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8960484.000000 Penalty: 5344.778809
	Iteration 11Q: 3 clusters Score -8960484 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8960623.000000 Penalty: 5344.778809
	Iteration 12Q: 3 clusters Score -8960623 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8960718.000000 Penalty: 5344.778809
	Iteration 13Q: 3 clusters Score -8960718 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8960823.000000 Penalty: 5344.778809
	Iteration 14Q: 3 clusters Score -8960823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8960851.000000 Penalty: 5344.778809
	Iteration 15Q: 3 clusters Score -8960851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8960889.000000 Penalty: 5344.778809
	Iteration 16Q: 3 clusters Score -8960889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8960943.000000 Penalty: 5344.778809
	Iteration 17Q: 3 clusters Score -8960943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8960944.000000 Penalty: 5344.778809
	Iteration 18Q: 3 clusters Score -8960944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8960960.000000 Penalty: 5344.778809
	Iteration 19Q: 3 clusters Score -8960960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8960972.000000 Penalty: 5344.778809
	Iteration 20F: 3 clusters Score -8960972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8960989.000000 Penalty: 5344.778809
	Iteration 21Q: 3 clusters Score -8960989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8961004.000000 Penalty: 5344.778809
	Iteration 22Q: 3 clusters Score -8961004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8961001.000000 Penalty: 5344.778809
	Iteration 23Q: 3 clusters Score -8961001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8961013.000000 Penalty: 5344.778809
	Iteration 24Q: 3 clusters Score -8961013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8961011.000000 Penalty: 5344.778809
	Iteration 25Q: 3 clusters Score -8961011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8961021.000000 Penalty: 5344.778809
	Iteration 26Q: 3 clusters Score -8961021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8961022.000000 Penalty: 5344.778809
	Iteration 27Q: 3 clusters Score -8961022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8961027.000000 Penalty: 5344.778809
	Iteration 28Q: 3 clusters Score -8961027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8961030.000000 Penalty: 5344.778809
	Iteration 29Q: 3 clusters Score -8961030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8961039.000000 Penalty: 5344.778809
	Iteration 30Q: 3 clusters Score -8961039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8961043.000000 Penalty: 5344.778809
	Iteration 31Q: 3 clusters Score -8961043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8961039.000000 Penalty: 5344.778809
	Iteration 32Q: 3 clusters Score -8961039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8961041.000000 Penalty: 5344.778809
	Iteration 33Q: 3 clusters Score -8961041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8961067.000000 Penalty: 5344.778809
	Iteration 34Q: 3 clusters Score -8961067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8961076.000000 Penalty: 5344.778809
	Iteration 35Q: 3 clusters Score -8961076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8961080.000000 Penalty: 5344.778809
	Iteration 36Q: 3 clusters Score -8961080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8961080.000000 Penalty: 5344.778809
	Iteration 37F: 3 clusters Score -8961080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -55651.917969 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -55651.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54302.906250 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -54302.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54425.101562 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -54425.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54464.570312 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -54464.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -54472.652344 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -54472.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54476.460938 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -54476.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54476.460938 Penalty: 2870.301025
	Iteration 5F: 3 clusters Score -54476.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -480039.375000 Penalty: 1957.790894
	Iteration 0F: 2 clusters Score -480039.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -476974.187500 Penalty: 3915.581787
	Iteration 0F: 3 clusters Score -476974.2 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -477553.125000 Penalty: 3915.581787
	Iteration 1F: 3 clusters Score -477553.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -477690.093750 Penalty: 3915.581787
	Iteration 2F: 3 clusters Score -477690.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -477753.218750 Penalty: 3915.581787
	Iteration 3Q: 3 clusters Score -477753.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -477781.312500 Penalty: 3915.581787
	Iteration 4Q: 3 clusters Score -477781.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -477802.968750 Penalty: 3915.581787
	Iteration 5Q: 3 clusters Score -477803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -477817.250000 Penalty: 3915.581787
	Iteration 6Q: 3 clusters Score -477817.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -477829.687500 Penalty: 3915.581787
	Iteration 7Q: 3 clusters Score -477829.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -477841.406250 Penalty: 3915.581787
	Iteration 8Q: 3 clusters Score -477841.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -477848.375000 Penalty: 3915.581787
	Iteration 9Q: 3 clusters Score -477848.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -477854.531250 Penalty: 3915.581787
	Iteration 10Q: 3 clusters Score -477854.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -477859.093750 Penalty: 3915.581787
	Iteration 11Q: 3 clusters Score -477859.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -477862.125000 Penalty: 3915.581787
	Iteration 12Q: 3 clusters Score -477862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -477863.812500 Penalty: 3915.581787
	Iteration 13Q: 3 clusters Score -477863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -477864.125000 Penalty: 3915.581787
	Iteration 14Q: 3 clusters Score -477864.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -477865.062500 Penalty: 3915.581787
	Iteration 15Q: 3 clusters Score -477865.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -477865.062500 Penalty: 3915.581787
	Iteration 16F: 3 clusters Score -477865.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Entering Unmasked Estep 
Score: -5902745.500000 Penalty: 2571.133301
	Iteration 0F: 2 clusters Score -5902746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -5880972.500000 Penalty: 5142.266602
	Iteration 0F: 3 clusters Score -5880972 nChanged 14381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5888813.000000 Penalty: 5142.266602
	Iteration 1F: 3 clusters Score -5888813 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -5889245.000000 Penalty: 5142.266602
	Iteration 2Q: 3 clusters Score -5889245 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -5889650.500000 Penalty: 5142.266602
	Iteration 3Q: 3 clusters Score -5889650 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -5890036.000000 Penalty: 5142.266602
	Iteration 4Q: 3 clusters Score -5890036 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -5890484.000000 Penalty: 5142.266602
	Iteration 5Q: 3 clusters Score -5890484 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -5891177.000000 Penalty: 5142.266602
	Iteration 6Q: 3 clusters Score -5891177 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -5892181.500000 Penalty: 5142.266602
	Iteration 7F: 3 clusters Score -5892182 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -5893729.000000 Penalty: 5142.266602
	Iteration 8F: 3 clusters Score -5893729 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -5895747.000000 Penalty: 5142.266602
	Iteration 9F: 3 clusters Score -5895747 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5897766.000000 Penalty: 5142.266602
	Iteration 10F: 3 clusters Score -5897766 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5899117.500000 Penalty: 5142.266602
	Iteration 11Q: 3 clusters Score -5899118 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5899833.000000 Penalty: 5142.266602
	Iteration 12Q: 3 clusters Score -5899833 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5900111.000000 Penalty: 5142.266602
	Iteration 13Q: 3 clusters Score -5900111 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5900270.000000 Penalty: 5142.266602
	Iteration 14Q: 3 clusters Score -5900270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5900340.500000 Penalty: 5142.266602
	Iteration 15Q: 3 clusters Score -5900340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5900402.000000 Penalty: 5142.266602
	Iteration 16Q: 3 clusters Score -5900402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5900431.500000 Penalty: 5142.266602
	Iteration 17Q: 3 clusters Score -5900432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5900452.500000 Penalty: 5142.266602
	Iteration 18Q: 3 clusters Score -5900452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5900462.000000 Penalty: 5142.266602
	Iteration 19Q: 3 clusters Score -5900462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5900464.500000 Penalty: 5142.266602
	Iteration 20F: 3 clusters Score -5900464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5900468.500000 Penalty: 5142.266602
	Iteration 21Q: 3 clusters Score -5900468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5900470.000000 Penalty: 5142.266602
	Iteration 22Q: 3 clusters Score -5900470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5900490.000000 Penalty: 5142.266602
	Iteration 23Q: 3 clusters Score -5900490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5900501.500000 Penalty: 5142.266602
	Iteration 24Q: 3 clusters Score -5900502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5900505.500000 Penalty: 5142.266602
	Iteration 25Q: 3 clusters Score -5900506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5900506.000000 Penalty: 5142.266602
	Iteration 26Q: 3 clusters Score -5900506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5900509.000000 Penalty: 5142.266602
	Iteration 27Q: 3 clusters Score -5900509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5900511.500000 Penalty: 5142.266602
	Iteration 28Q: 3 clusters Score -5900512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5900513.000000 Penalty: 5142.266602
	Iteration 29Q: 3 clusters Score -5900513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5900516.500000 Penalty: 5142.266602
	Iteration 30Q: 3 clusters Score -5900516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5900522.500000 Penalty: 5142.266602
	Iteration 31Q: 3 clusters Score -5900522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5900523.500000 Penalty: 5142.266602
	Iteration 32Q: 3 clusters Score -5900524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5900528.500000 Penalty: 5142.266602
	Iteration 33Q: 3 clusters Score -5900528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5900528.500000 Penalty: 5142.266602
	Iteration 34Q: 3 clusters Score -5900528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5900532.500000 Penalty: 5142.266602
	Iteration 35Q: 3 clusters Score -5900532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5900529.000000 Penalty: 5142.266602
	Iteration 36Q: 3 clusters Score -5900529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5900531.000000 Penalty: 5142.266602
	Iteration 37Q: 3 clusters Score -5900531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5900531.000000 Penalty: 5142.266602
	Iteration 38F: 3 clusters Score -5900531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Entering Unmasked Estep 
Score: -7277923.500000 Penalty: 2629.239258
	Iteration 0F: 2 clusters Score -7277924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -7250763.000000 Penalty: 5258.478516
	Iteration 0F: 3 clusters Score -7250763 nChanged 18322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -7260512.000000 Penalty: 5258.478516
	Iteration 1F: 3 clusters Score -7260512 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -7260888.500000 Penalty: 5258.478516
	Iteration 2Q: 3 clusters Score -7260888 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -7261265.500000 Penalty: 5258.478516
	Iteration 3Q: 3 clusters Score -7261266 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -7261574.000000 Penalty: 5258.478516
	Iteration 4Q: 3 clusters Score -7261574 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -7261785.000000 Penalty: 5258.478516
	Iteration 5Q: 3 clusters Score -7261785 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -7262011.500000 Penalty: 5258.478516
	Iteration 6Q: 3 clusters Score -7262012 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -7262239.500000 Penalty: 5258.478516
	Iteration 7Q: 3 clusters Score -7262240 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -7262433.000000 Penalty: 5258.478516
	Iteration 8Q: 3 clusters Score -7262433 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -7262636.000000 Penalty: 5258.478516
	Iteration 9Q: 3 clusters Score -7262636 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -7262855.500000 Penalty: 5258.478516
	Iteration 10Q: 3 clusters Score -7262856 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -7263147.000000 Penalty: 5258.478516
	Iteration 11Q: 3 clusters Score -7263147 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -7263532.500000 Penalty: 5258.478516
	Iteration 12Q: 3 clusters Score -7263532 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -7263936.000000 Penalty: 5258.478516
	Iteration 13Q: 3 clusters Score -7263936 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -7264513.500000 Penalty: 5258.478516
	Iteration 14Q: 3 clusters Score -7264514 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -7265165.000000 Penalty: 5258.478516
	Iteration 15Q: 3 clusters Score -7265165 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -7266054.000000 Penalty: 5258.478516
	Iteration 16Q: 3 clusters Score -7266054 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -7267095.000000 Penalty: 5258.478516
	Iteration 17Q: 3 clusters Score -7267095 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -7268462.500000 Penalty: 5258.478516
	Iteration 18Q: 3 clusters Score -7268462 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -7269837.000000 Penalty: 5258.478516
	Iteration 19Q: 3 clusters Score -7269837 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -7270916.000000 Penalty: 5258.478516
	Iteration 20F: 3 clusters Score -7270916 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -7271655.500000 Penalty: 5258.478516
	Iteration 21Q: 3 clusters Score -7271656 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -7272163.500000 Penalty: 5258.478516
	Iteration 22Q: 3 clusters Score -7272164 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -7272564.000000 Penalty: 5258.478516
	Iteration 23Q: 3 clusters Score -7272564 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -7272898.500000 Penalty: 5258.478516
	Iteration 24Q: 3 clusters Score -7272898 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -7273224.500000 Penalty: 5258.478516
	Iteration 25Q: 3 clusters Score -7273224 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7273489.000000 Penalty: 5258.478516
	Iteration 26Q: 3 clusters Score -7273489 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -7273732.000000 Penalty: 5258.478516
	Iteration 27Q: 3 clusters Score -7273732 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7273968.000000 Penalty: 5258.478516
	Iteration 28Q: 3 clusters Score -7273968 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7274173.000000 Penalty: 5258.478516
	Iteration 29Q: 3 clusters Score -7274173 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7274385.000000 Penalty: 5258.478516
	Iteration 30Q: 3 clusters Score -7274385 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7274536.500000 Penalty: 5258.478516
	Iteration 31Q: 3 clusters Score -7274536 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7274709.500000 Penalty: 5258.478516
	Iteration 32Q: 3 clusters Score -7274710 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7274875.000000 Penalty: 5258.478516
	Iteration 33Q: 3 clusters Score -7274875 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7275024.000000 Penalty: 5258.478516
	Iteration 34Q: 3 clusters Score -7275024 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7275146.500000 Penalty: 5258.478516
	Iteration 35Q: 3 clusters Score -7275146 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7275257.500000 Penalty: 5258.478516
	Iteration 36Q: 3 clusters Score -7275258 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7275323.500000 Penalty: 5258.478516
	Iteration 37Q: 3 clusters Score -7275324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7275380.000000 Penalty: 5258.478516
	Iteration 38Q: 3 clusters Score -7275380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7275430.500000 Penalty: 5258.478516
	Iteration 39Q: 3 clusters Score -7275430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7275459.500000 Penalty: 5258.478516
	Iteration 40F: 3 clusters Score -7275460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7275491.000000 Penalty: 5258.478516
	Iteration 41Q: 3 clusters Score -7275491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7275516.000000 Penalty: 5258.478516
	Iteration 42Q: 3 clusters Score -7275516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7275542.500000 Penalty: 5258.478516
	Iteration 43Q: 3 clusters Score -7275542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7275560.000000 Penalty: 5258.478516
	Iteration 44Q: 3 clusters Score -7275560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7275572.500000 Penalty: 5258.478516
	Iteration 45Q: 3 clusters Score -7275572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7275582.500000 Penalty: 5258.478516
	Iteration 46Q: 3 clusters Score -7275582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7275595.500000 Penalty: 5258.478516
	Iteration 47Q: 3 clusters Score -7275596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7275600.000000 Penalty: 5258.478516
	Iteration 48Q: 3 clusters Score -7275600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7275606.000000 Penalty: 5258.478516
	Iteration 49Q: 3 clusters Score -7275606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7275609.000000 Penalty: 5258.478516
	Iteration 50Q: 3 clusters Score -7275609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7275614.500000 Penalty: 5258.478516
	Iteration 51Q: 3 clusters Score -7275614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7275618.500000 Penalty: 5258.478516
	Iteration 52Q: 3 clusters Score -7275618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7275625.000000 Penalty: 5258.478516
	Iteration 53Q: 3 clusters Score -7275625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7275629.500000 Penalty: 5258.478516
	Iteration 54Q: 3 clusters Score -7275630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7275632.000000 Penalty: 5258.478516
	Iteration 55Q: 3 clusters Score -7275632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7275635.000000 Penalty: 5258.478516
	Iteration 56Q: 3 clusters Score -7275635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7275637.500000 Penalty: 5258.478516
	Iteration 57Q: 3 clusters Score -7275638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7275642.000000 Penalty: 5258.478516
	Iteration 58Q: 3 clusters Score -7275642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7275642.500000 Penalty: 5258.478516
	Iteration 59Q: 3 clusters Score -7275642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7275640.500000 Penalty: 5258.478516
	Iteration 60F: 3 clusters Score -7275640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7275645.000000 Penalty: 5258.478516
	Iteration 61Q: 3 clusters Score -7275645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7275647.000000 Penalty: 5258.478516
	Iteration 62Q: 3 clusters Score -7275647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7275651.500000 Penalty: 5258.478516
	Iteration 63Q: 3 clusters Score -7275652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7275649.000000 Penalty: 5258.478516
	Iteration 64Q: 3 clusters Score -7275649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7275652.500000 Penalty: 5258.478516
	Iteration 65Q: 3 clusters Score -7275652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7275653.000000 Penalty: 5258.478516
	Iteration 66Q: 3 clusters Score -7275653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7275659.000000 Penalty: 5258.478516
	Iteration 67Q: 3 clusters Score -7275659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7275662.000000 Penalty: 5258.478516
	Iteration 68Q: 3 clusters Score -7275662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7275659.000000 Penalty: 5258.478516
	Iteration 69Q: 3 clusters Score -7275659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7275657.500000 Penalty: 5258.478516
	Iteration 70Q: 3 clusters Score -7275658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7275660.000000 Penalty: 5258.478516
	Iteration 71Q: 3 clusters Score -7275660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7275660.000000 Penalty: 5258.478516
	Iteration 72F: 3 clusters Score -7275660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Entering Unmasked Estep 
Score: -3145386.250000 Penalty: 2414.399902
	Iteration 0F: 2 clusters Score -3145386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3133337.500000 Penalty: 4828.799805
	Iteration 0F: 3 clusters Score -3133338 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3137160.750000 Penalty: 4828.799805
	Iteration 1F: 3 clusters Score -3137161 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3137512.000000 Penalty: 4828.799805
	Iteration 2F: 3 clusters Score -3137512 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3137847.750000 Penalty: 4828.799805
	Iteration 3Q: 3 clusters Score -3137848 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3138228.750000 Penalty: 4828.799805
	Iteration 4Q: 3 clusters Score -3138229 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3138615.000000 Penalty: 4828.799805
	Iteration 5Q: 3 clusters Score -3138615 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3138990.250000 Penalty: 4828.799805
	Iteration 6Q: 3 clusters Score -3138990 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3139410.500000 Penalty: 4828.799805
	Iteration 7Q: 3 clusters Score -3139410 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3139894.500000 Penalty: 4828.799805
	Iteration 8Q: 3 clusters Score -3139894 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3140398.250000 Penalty: 4828.799805
	Iteration 9Q: 3 clusters Score -3140398 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3140963.000000 Penalty: 4828.799805
	Iteration 10Q: 3 clusters Score -3140963 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3141497.750000 Penalty: 4828.799805
	Iteration 11Q: 3 clusters Score -3141498 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3141969.500000 Penalty: 4828.799805
	Iteration 12Q: 3 clusters Score -3141970 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3142375.750000 Penalty: 4828.799805
	Iteration 13Q: 3 clusters Score -3142376 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3142654.500000 Penalty: 4828.799805
	Iteration 14Q: 3 clusters Score -3142654 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3142843.750000 Penalty: 4828.799805
	Iteration 15Q: 3 clusters Score -3142844 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3142960.500000 Penalty: 4828.799805
	Iteration 16Q: 3 clusters Score -3142960 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3143057.000000 Penalty: 4828.799805
	Iteration 17Q: 3 clusters Score -3143057 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3143125.500000 Penalty: 4828.799805
	Iteration 18Q: 3 clusters Score -3143126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3143174.750000 Penalty: 4828.799805
	Iteration 19Q: 3 clusters Score -3143175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3143201.000000 Penalty: 4828.799805
	Iteration 20F: 3 clusters Score -3143201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3143223.000000 Penalty: 4828.799805
	Iteration 21Q: 3 clusters Score -3143223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3143239.500000 Penalty: 4828.799805
	Iteration 22Q: 3 clusters Score -3143240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3143251.750000 Penalty: 4828.799805
	Iteration 23Q: 3 clusters Score -3143252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3143263.750000 Penalty: 4828.799805
	Iteration 24Q: 3 clusters Score -3143264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3143267.000000 Penalty: 4828.799805
	Iteration 25Q: 3 clusters Score -3143267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3143268.250000 Penalty: 4828.799805
	Iteration 26Q: 3 clusters Score -3143268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3143268.250000 Penalty: 4828.799805
	Iteration 27F: 3 clusters Score -3143268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -175700.421875 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -175700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -173690.718750 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -173690.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -174034.296875 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -174034.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -174150.265625 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -174150.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -174218.046875 Penalty: 3459.805176
	Iteration 3Q: 3 clusters Score -174218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -174254.125000 Penalty: 3459.805176
	Iteration 4Q: 3 clusters Score -174254.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -174287.515625 Penalty: 3459.805176
	Iteration 5Q: 3 clusters Score -174287.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -174323.234375 Penalty: 3459.805176
	Iteration 6Q: 3 clusters Score -174323.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174377.578125 Penalty: 3459.805176
	Iteration 7Q: 3 clusters Score -174377.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -174433.000000 Penalty: 3459.805176
	Iteration 8Q: 3 clusters Score -174433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -174470.375000 Penalty: 3459.805176
	Iteration 9Q: 3 clusters Score -174470.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174518.140625 Penalty: 3459.805176
	Iteration 10Q: 3 clusters Score -174518.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -174564.140625 Penalty: 3459.805176
	Iteration 11Q: 3 clusters Score -174564.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -174625.546875 Penalty: 3459.805176
	Iteration 12Q: 3 clusters Score -174625.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -174685.796875 Penalty: 3459.805176
	Iteration 13Q: 3 clusters Score -174685.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -174737.562500 Penalty: 3459.805176
	Iteration 14Q: 3 clusters Score -174737.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -174805.734375 Penalty: 3459.805176
	Iteration 15Q: 3 clusters Score -174805.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -174851.218750 Penalty: 3459.805176
	Iteration 16Q: 3 clusters Score -174851.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -174886.125000 Penalty: 3459.805176
	Iteration 17Q: 3 clusters Score -174886.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -174938.656250 Penalty: 3459.805176
	Iteration 18Q: 3 clusters Score -174938.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -174992.578125 Penalty: 3459.805176
	Iteration 19Q: 3 clusters Score -174992.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -175034.218750 Penalty: 3459.805176
	Iteration 20F: 3 clusters Score -175034.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -175064.468750 Penalty: 3459.805176
	Iteration 21Q: 3 clusters Score -175064.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -175084.093750 Penalty: 3459.805176
	Iteration 22Q: 3 clusters Score -175084.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -175108.593750 Penalty: 3459.805176
	Iteration 23Q: 3 clusters Score -175108.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -175123.203125 Penalty: 3459.805176
	Iteration 24Q: 3 clusters Score -175123.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -175136.312500 Penalty: 3459.805176
	Iteration 25Q: 3 clusters Score -175136.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -175141.484375 Penalty: 3459.805176
	Iteration 26Q: 3 clusters Score -175141.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175149.281250 Penalty: 3459.805176
	Iteration 27Q: 3 clusters Score -175149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -175153.109375 Penalty: 3459.805176
	Iteration 28Q: 3 clusters Score -175153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -175158.015625 Penalty: 3459.805176
	Iteration 29Q: 3 clusters Score -175158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -175161.703125 Penalty: 3459.805176
	Iteration 30Q: 3 clusters Score -175161.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -175163.671875 Penalty: 3459.805176
	Iteration 31Q: 3 clusters Score -175163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -175165.296875 Penalty: 3459.805176
	Iteration 32Q: 3 clusters Score -175165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -175166.562500 Penalty: 3459.805176
	Iteration 33Q: 3 clusters Score -175166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -175166.562500 Penalty: 3459.805176
	Iteration 34F: 3 clusters Score -175166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Entering Unmasked Estep 
Score: -8644827.000000 Penalty: 2664.966064
	Iteration 0F: 2 clusters Score -8644827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -8614958.000000 Penalty: 5329.932129
	Iteration 0F: 3 clusters Score -8614958 nChanged 21344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -8626734.000000 Penalty: 5329.932129
	Iteration 1F: 3 clusters Score -8626734 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -8627297.000000 Penalty: 5329.932129
	Iteration 2Q: 3 clusters Score -8627297 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -8627873.000000 Penalty: 5329.932129
	Iteration 3Q: 3 clusters Score -8627873 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -8628692.000000 Penalty: 5329.932129
	Iteration 4Q: 3 clusters Score -8628692 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -8629991.000000 Penalty: 5329.932129
	Iteration 5Q: 3 clusters Score -8629991 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -8631894.000000 Penalty: 5329.932129
	Iteration 6F: 3 clusters Score -8631894 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -8634398.000000 Penalty: 5329.932129
	Iteration 7F: 3 clusters Score -8634398 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -8636910.000000 Penalty: 5329.932129
	Iteration 8F: 3 clusters Score -8636910 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -8638929.000000 Penalty: 5329.932129
	Iteration 9F: 3 clusters Score -8638929 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -8640331.000000 Penalty: 5329.932129
	Iteration 10Q: 3 clusters Score -8640331 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -8641205.000000 Penalty: 5329.932129
	Iteration 11Q: 3 clusters Score -8641205 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8641694.000000 Penalty: 5329.932129
	Iteration 12Q: 3 clusters Score -8641694 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8642026.000000 Penalty: 5329.932129
	Iteration 13Q: 3 clusters Score -8642026 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8642252.000000 Penalty: 5329.932129
	Iteration 14Q: 3 clusters Score -8642252 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8642393.000000 Penalty: 5329.932129
	Iteration 15Q: 3 clusters Score -8642393 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8642484.000000 Penalty: 5329.932129
	Iteration 16Q: 3 clusters Score -8642484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8642547.000000 Penalty: 5329.932129
	Iteration 17Q: 3 clusters Score -8642547 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8642580.000000 Penalty: 5329.932129
	Iteration 18Q: 3 clusters Score -8642580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8642611.000000 Penalty: 5329.932129
	Iteration 19Q: 3 clusters Score -8642611 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8642630.000000 Penalty: 5329.932129
	Iteration 20F: 3 clusters Score -8642630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8642650.000000 Penalty: 5329.932129
	Iteration 21Q: 3 clusters Score -8642650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8642669.000000 Penalty: 5329.932129
	Iteration 22Q: 3 clusters Score -8642669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8642680.000000 Penalty: 5329.932129
	Iteration 23Q: 3 clusters Score -8642680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8642675.000000 Penalty: 5329.932129
	Iteration 24Q: 3 clusters Score -8642675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8642679.000000 Penalty: 5329.932129
	Iteration 25Q: 3 clusters Score -8642679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8642682.000000 Penalty: 5329.932129
	Iteration 26Q: 3 clusters Score -8642682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8642694.000000 Penalty: 5329.932129
	Iteration 27Q: 3 clusters Score -8642694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8642707.000000 Penalty: 5329.932129
	Iteration 28Q: 3 clusters Score -8642707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8642711.000000 Penalty: 5329.932129
	Iteration 29Q: 3 clusters Score -8642711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8642719.000000 Penalty: 5329.932129
	Iteration 30Q: 3 clusters Score -8642719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8642708.000000 Penalty: 5329.932129
	Iteration 31Q: 3 clusters Score -8642708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8642715.000000 Penalty: 5329.932129
	Iteration 32Q: 3 clusters Score -8642715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8642721.000000 Penalty: 5329.932129
	Iteration 33Q: 3 clusters Score -8642721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8642717.000000 Penalty: 5329.932129
	Iteration 34Q: 3 clusters Score -8642717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8642718.000000 Penalty: 5329.932129
	Iteration 35Q: 3 clusters Score -8642718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8642735.000000 Penalty: 5329.932129
	Iteration 36Q: 3 clusters Score -8642735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8642734.000000 Penalty: 5329.932129
	Iteration 37Q: 3 clusters Score -8642734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8642739.000000 Penalty: 5329.932129
	Iteration 38Q: 3 clusters Score -8642739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8642738.000000 Penalty: 5329.932129
	Iteration 39Q: 3 clusters Score -8642738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8642738.000000 Penalty: 5329.932129
	Iteration 40F: 3 clusters Score -8642738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8642741.000000 Penalty: 5329.932129
	Iteration 41Q: 3 clusters Score -8642741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8642741.000000 Penalty: 5329.932129
	Iteration 42F: 3 clusters Score -8642741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -130718.515625 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -130718.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -129002.820312 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -129002.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -129345.937500 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -129345.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -129607.843750 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -129607.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -129770.648438 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -129770.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -129874.140625 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -129874.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -129941.320312 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -129941.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -130010.078125 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -130010.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -130066.585938 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -130066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -130081.960938 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -130082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -130096.195312 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -130096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -130101.484375 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -130101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -130104.289062 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -130104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -130115.859375 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -130115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -130122.101562 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -130122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -130126.960938 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -130127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -130129.507812 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -130129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -130131.078125 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -130131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -130136.226562 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -130136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -130137.304688 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -130137.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -130137.304688 Penalty: 3284.877197
	Iteration 19F: 3 clusters Score -130137.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -115643.492188 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -115643.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113961.898438 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -113961.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114189.539062 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -114189.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114252.593750 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -114252.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -114289.492188 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -114289.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -114305.148438 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -114305.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -114307.859375 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -114307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -114308.406250 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -114308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -114309.117188 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -114309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -114314.125000 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -114314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -114316.218750 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -114316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -114317.046875 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -114317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -114317.046875 Penalty: 3220.151123
	Iteration 11F: 3 clusters Score -114317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Entering Unmasked Estep 
Score: -8779376.000000 Penalty: 2670.281250
	Iteration 0F: 2 clusters Score -8779376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -8747862.000000 Penalty: 5340.562500
	Iteration 0F: 3 clusters Score -8747862 nChanged 21950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -8760250.000000 Penalty: 5340.562500
	Iteration 1F: 3 clusters Score -8760250 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -8761328.000000 Penalty: 5340.562500
	Iteration 2Q: 3 clusters Score -8761328 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -8763031.000000 Penalty: 5340.562500
	Iteration 3F: 3 clusters Score -8763031 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -8765391.000000 Penalty: 5340.562500
	Iteration 4F: 3 clusters Score -8765391 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -8768486.000000 Penalty: 5340.562500
	Iteration 5F: 3 clusters Score -8768486 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -8771944.000000 Penalty: 5340.562500
	Iteration 6F: 3 clusters Score -8771944 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -8774979.000000 Penalty: 5340.562500
	Iteration 7F: 3 clusters Score -8774979 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -8776949.000000 Penalty: 5340.562500
	Iteration 8Q: 3 clusters Score -8776949 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -8777773.000000 Penalty: 5340.562500
	Iteration 9Q: 3 clusters Score -8777773 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -8778178.000000 Penalty: 5340.562500
	Iteration 10Q: 3 clusters Score -8778178 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -8778384.000000 Penalty: 5340.562500
	Iteration 11Q: 3 clusters Score -8778384 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -8778510.000000 Penalty: 5340.562500
	Iteration 12Q: 3 clusters Score -8778510 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -8778563.000000 Penalty: 5340.562500
	Iteration 13Q: 3 clusters Score -8778563 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -8778581.000000 Penalty: 5340.562500
	Iteration 14Q: 3 clusters Score -8778581 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -8778612.000000 Penalty: 5340.562500
	Iteration 15Q: 3 clusters Score -8778612 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -8778654.000000 Penalty: 5340.562500
	Iteration 16Q: 3 clusters Score -8778654 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -8778734.000000 Penalty: 5340.562500
	Iteration 17Q: 3 clusters Score -8778734 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -8778767.000000 Penalty: 5340.562500
	Iteration 18Q: 3 clusters Score -8778767 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -8778790.000000 Penalty: 5340.562500
	Iteration 19Q: 3 clusters Score -8778790 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -8778801.000000 Penalty: 5340.562500
	Iteration 20F: 3 clusters Score -8778801 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -8778803.000000 Penalty: 5340.562500
	Iteration 21Q: 3 clusters Score -8778803 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -8778846.000000 Penalty: 5340.562500
	Iteration 22Q: 3 clusters Score -8778846 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -8778815.000000 Penalty: 5340.562500
	Iteration 23Q: 3 clusters Score -8778815 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8778825.000000 Penalty: 5340.562500
	Iteration 24Q: 3 clusters Score -8778825 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -8778839.000000 Penalty: 5340.562500
	Iteration 25Q: 3 clusters Score -8778839 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -8778871.000000 Penalty: 5340.562500
	Iteration 26Q: 3 clusters Score -8778871 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -8778892.000000 Penalty: 5340.562500
	Iteration 27Q: 3 clusters Score -8778892 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -8778907.000000 Penalty: 5340.562500
	Iteration 28Q: 3 clusters Score -8778907 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -8778897.000000 Penalty: 5340.562500
	Iteration 29Q: 3 clusters Score -8778897 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -8778890.000000 Penalty: 5340.562500
	Iteration 30Q: 3 clusters Score -8778890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -8778905.000000 Penalty: 5340.562500
	Iteration 31Q: 3 clusters Score -8778905 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -8778907.000000 Penalty: 5340.562500
	Iteration 32Q: 3 clusters Score -8778907 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -8778932.000000 Penalty: 5340.562500
	Iteration 33Q: 3 clusters Score -8778932 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8778945.000000 Penalty: 5340.562500
	Iteration 34Q: 3 clusters Score -8778945 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -8778926.000000 Penalty: 5340.562500
	Iteration 35Q: 3 clusters Score -8778926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8778920.000000 Penalty: 5340.562500
	Iteration 36Q: 3 clusters Score -8778920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -8778920.000000 Penalty: 5340.562500
	Iteration 37Q: 3 clusters Score -8778920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -8778919.000000 Penalty: 5340.562500
	Iteration 38Q: 3 clusters Score -8778919 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -8778933.000000 Penalty: 5340.562500
	Iteration 39Q: 3 clusters Score -8778933 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -8778927.000000 Penalty: 5340.562500
	Iteration 40F: 3 clusters Score -8778927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -8778927.000000 Penalty: 5340.562500
	Iteration 41Q: 3 clusters Score -8778927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -8778940.000000 Penalty: 5340.562500
	Iteration 42Q: 3 clusters Score -8778940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -8778950.000000 Penalty: 5340.562500
	Iteration 43Q: 3 clusters Score -8778950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8778943.000000 Penalty: 5340.562500
	Iteration 44Q: 3 clusters Score -8778943 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -8778952.000000 Penalty: 5340.562500
	Iteration 45Q: 3 clusters Score -8778952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -8778951.000000 Penalty: 5340.562500
	Iteration 46Q: 3 clusters Score -8778951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -8778945.000000 Penalty: 5340.562500
	Iteration 47Q: 3 clusters Score -8778945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8778934.000000 Penalty: 5340.562500
	Iteration 48Q: 3 clusters Score -8778934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -8778919.000000 Penalty: 5340.562500
	Iteration 49Q: 3 clusters Score -8778919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -8778932.000000 Penalty: 5340.562500
	Iteration 50Q: 3 clusters Score -8778932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -8778941.000000 Penalty: 5340.562500
	Iteration 51Q: 3 clusters Score -8778941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -8778930.000000 Penalty: 5340.562500
	Iteration 52Q: 3 clusters Score -8778930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8778944.000000 Penalty: 5340.562500
	Iteration 53Q: 3 clusters Score -8778944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -8778938.000000 Penalty: 5340.562500
	Iteration 54Q: 3 clusters Score -8778938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -8778946.000000 Penalty: 5340.562500
	Iteration 55Q: 3 clusters Score -8778946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8778938.000000 Penalty: 5340.562500
	Iteration 56Q: 3 clusters Score -8778938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -8778935.000000 Penalty: 5340.562500
	Iteration 57Q: 3 clusters Score -8778935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8778951.000000 Penalty: 5340.562500
	Iteration 58Q: 3 clusters Score -8778951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -8778951.000000 Penalty: 5340.562500
	Iteration 59Q: 3 clusters Score -8778951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -8778957.000000 Penalty: 5340.562500
	Iteration 60F: 3 clusters Score -8778957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -8778959.000000 Penalty: 5340.562500
	Iteration 61Q: 3 clusters Score -8778959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -8778942.000000 Penalty: 5340.562500
	Iteration 62Q: 3 clusters Score -8778942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -8778953.000000 Penalty: 5340.562500
	Iteration 63Q: 3 clusters Score -8778953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -8778959.000000 Penalty: 5340.562500
	Iteration 64Q: 3 clusters Score -8778959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -8778954.000000 Penalty: 5340.562500
	Iteration 65Q: 3 clusters Score -8778954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -8778968.000000 Penalty: 5340.562500
	Iteration 66Q: 3 clusters Score -8778968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -8778975.000000 Penalty: 5340.562500
	Iteration 67Q: 3 clusters Score -8778975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -8778964.000000 Penalty: 5340.562500
	Iteration 68Q: 3 clusters Score -8778964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -8778978.000000 Penalty: 5340.562500
	Iteration 69Q: 3 clusters Score -8778978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -8778971.000000 Penalty: 5340.562500
	Iteration 70Q: 3 clusters Score -8778971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8778976.000000 Penalty: 5340.562500
	Iteration 71Q: 3 clusters Score -8778976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -8778981.000000 Penalty: 5340.562500
	Iteration 72Q: 3 clusters Score -8778981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8778968.000000 Penalty: 5340.562500
	Iteration 73Q: 3 clusters Score -8778968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -8778977.000000 Penalty: 5340.562500
	Iteration 74Q: 3 clusters Score -8778977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -8778972.000000 Penalty: 5340.562500
	Iteration 75Q: 3 clusters Score -8778972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -8778960.000000 Penalty: 5340.562500
	Iteration 76Q: 3 clusters Score -8778960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -8778983.000000 Penalty: 5340.562500
	Iteration 77Q: 3 clusters Score -8778983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8778971.000000 Penalty: 5340.562500
	Iteration 78Q: 3 clusters Score -8778971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -8778981.000000 Penalty: 5340.562500
	Iteration 79Q: 3 clusters Score -8778981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -8778974.000000 Penalty: 5340.562500
	Iteration 80F: 3 clusters Score -8778974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8778980.000000 Penalty: 5340.562500
	Iteration 81Q: 3 clusters Score -8778980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -8778987.000000 Penalty: 5340.562500
	Iteration 82Q: 3 clusters Score -8778987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8778977.000000 Penalty: 5340.562500
	Iteration 83Q: 3 clusters Score -8778977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -8778980.000000 Penalty: 5340.562500
	Iteration 84Q: 3 clusters Score -8778980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8778980.000000 Penalty: 5340.562500
	Iteration 85Q: 3 clusters Score -8778980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -8778985.000000 Penalty: 5340.562500
	Iteration 86Q: 3 clusters Score -8778985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8778969.000000 Penalty: 5340.562500
	Iteration 87Q: 3 clusters Score -8778969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8778974.000000 Penalty: 5340.562500
	Iteration 88Q: 3 clusters Score -8778974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8778963.000000 Penalty: 5340.562500
	Iteration 89Q: 3 clusters Score -8778963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8778971.000000 Penalty: 5340.562500
	Iteration 90Q: 3 clusters Score -8778971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8778971.000000 Penalty: 5340.562500
	Iteration 91Q: 3 clusters Score -8778971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -8778966.000000 Penalty: 5340.562500
	Iteration 92Q: 3 clusters Score -8778966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -8778973.000000 Penalty: 5340.562500
	Iteration 93Q: 3 clusters Score -8778973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -8778974.000000 Penalty: 5340.562500
	Iteration 94Q: 3 clusters Score -8778974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8778974.000000 Penalty: 5340.562500
	Iteration 95Q: 3 clusters Score -8778974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -8778966.000000 Penalty: 5340.562500
	Iteration 96Q: 3 clusters Score -8778966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8778971.000000 Penalty: 5340.562500
	Iteration 97Q: 3 clusters Score -8778971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -8778963.000000 Penalty: 5340.562500
	Iteration 98Q: 3 clusters Score -8778963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -8778975.000000 Penalty: 5340.562500
	Iteration 99Q: 3 clusters Score -8778975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8778979.000000 Penalty: 5340.562500
	Iteration 100F: 3 clusters Score -8778979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -8778980.000000 Penalty: 5340.562500
	Iteration 101Q: 3 clusters Score -8778980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -8778983.000000 Penalty: 5340.562500
	Iteration 102Q: 3 clusters Score -8778983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -8778977.000000 Penalty: 5340.562500
	Iteration 103Q: 3 clusters Score -8778977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8778977.000000 Penalty: 5340.562500
	Iteration 104Q: 3 clusters Score -8778977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8778976.000000 Penalty: 5340.562500
	Iteration 105Q: 3 clusters Score -8778976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8778974.000000 Penalty: 5340.562500
	Iteration 106Q: 3 clusters Score -8778974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -8778976.000000 Penalty: 5340.562500
	Iteration 107Q: 3 clusters Score -8778976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -8778972.000000 Penalty: 5340.562500
	Iteration 108Q: 3 clusters Score -8778972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -8778972.000000 Penalty: 5340.562500
	Iteration 109F: 3 clusters Score -8778972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Entering Unmasked Estep 
Score: -2099406.500000 Penalty: 2315.197510
	Iteration 0F: 2 clusters Score -2099406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2090858.750000 Penalty: 4630.395020
	Iteration 0F: 3 clusters Score -2090859 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2093379.000000 Penalty: 4630.395020
	Iteration 1F: 3 clusters Score -2093379 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2093662.500000 Penalty: 4630.395020
	Iteration 2F: 3 clusters Score -2093662 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2093869.125000 Penalty: 4630.395020
	Iteration 3Q: 3 clusters Score -2093869 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2094006.375000 Penalty: 4630.395020
	Iteration 4Q: 3 clusters Score -2094006 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2094122.375000 Penalty: 4630.395020
	Iteration 5Q: 3 clusters Score -2094122 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2094214.125000 Penalty: 4630.395020
	Iteration 6Q: 3 clusters Score -2094214 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2094295.750000 Penalty: 4630.395020
	Iteration 7Q: 3 clusters Score -2094296 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2094366.625000 Penalty: 4630.395020
	Iteration 8Q: 3 clusters Score -2094367 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2094440.000000 Penalty: 4630.395020
	Iteration 9Q: 3 clusters Score -2094440 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2094518.750000 Penalty: 4630.395020
	Iteration 10Q: 3 clusters Score -2094519 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2094609.625000 Penalty: 4630.395020
	Iteration 11Q: 3 clusters Score -2094610 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2094723.750000 Penalty: 4630.395020
	Iteration 12Q: 3 clusters Score -2094724 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2094870.000000 Penalty: 4630.395020
	Iteration 13Q: 3 clusters Score -2094870 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2095036.250000 Penalty: 4630.395020
	Iteration 14Q: 3 clusters Score -2095036 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2095249.500000 Penalty: 4630.395020
	Iteration 15Q: 3 clusters Score -2095250 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2095505.875000 Penalty: 4630.395020
	Iteration 16Q: 3 clusters Score -2095506 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2095795.375000 Penalty: 4630.395020
	Iteration 17Q: 3 clusters Score -2095795 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2096090.625000 Penalty: 4630.395020
	Iteration 18Q: 3 clusters Score -2096091 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2096405.375000 Penalty: 4630.395020
	Iteration 19Q: 3 clusters Score -2096405 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2096671.875000 Penalty: 4630.395020
	Iteration 20F: 3 clusters Score -2096672 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2096886.500000 Penalty: 4630.395020
	Iteration 21Q: 3 clusters Score -2096886 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2097046.250000 Penalty: 4630.395020
	Iteration 22Q: 3 clusters Score -2097046 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2097150.625000 Penalty: 4630.395020
	Iteration 23Q: 3 clusters Score -2097151 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2097205.500000 Penalty: 4630.395020
	Iteration 24Q: 3 clusters Score -2097206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2097242.000000 Penalty: 4630.395020
	Iteration 25Q: 3 clusters Score -2097242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2097291.000000 Penalty: 4630.395020
	Iteration 26Q: 3 clusters Score -2097291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2097319.500000 Penalty: 4630.395020
	Iteration 27Q: 3 clusters Score -2097320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2097336.750000 Penalty: 4630.395020
	Iteration 28Q: 3 clusters Score -2097337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2097346.750000 Penalty: 4630.395020
	Iteration 29Q: 3 clusters Score -2097347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2097355.750000 Penalty: 4630.395020
	Iteration 30Q: 3 clusters Score -2097356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2097358.250000 Penalty: 4630.395020
	Iteration 31Q: 3 clusters Score -2097358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2097358.250000 Penalty: 4630.395020
	Iteration 32F: 3 clusters Score -2097358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -331818.000000 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -331818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -329261.156250 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -329261.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -329699.718750 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -329699.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -329820.906250 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -329820.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -329879.812500 Penalty: 3749.800049
	Iteration 3Q: 3 clusters Score -329879.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -329924.187500 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -329924.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -329969.000000 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -329969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -329988.218750 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -329988.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -329997.281250 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -329997.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -330005.000000 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -330005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -330011.218750 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -330011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -330018.875000 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -330018.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -330032.718750 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -330032.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -330045.125000 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -330045.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -330061.343750 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -330061.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -330072.531250 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -330072.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -330083.906250 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -330083.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -330098.406250 Penalty: 3749.800049
	Iteration 16Q: 3 clusters Score -330098.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -330111.937500 Penalty: 3749.800049
	Iteration 17Q: 3 clusters Score -330111.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -330128.437500 Penalty: 3749.800049
	Iteration 18Q: 3 clusters Score -330128.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -330138.406250 Penalty: 3749.800049
	Iteration 19Q: 3 clusters Score -330138.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -330148.250000 Penalty: 3749.800049
	Iteration 20F: 3 clusters Score -330148.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -330154.187500 Penalty: 3749.800049
	Iteration 21Q: 3 clusters Score -330154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -330159.187500 Penalty: 3749.800049
	Iteration 22Q: 3 clusters Score -330159.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -330167.062500 Penalty: 3749.800049
	Iteration 23Q: 3 clusters Score -330167.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -330178.750000 Penalty: 3749.800049
	Iteration 24Q: 3 clusters Score -330178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -330190.312500 Penalty: 3749.800049
	Iteration 25Q: 3 clusters Score -330190.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -330207.750000 Penalty: 3749.800049
	Iteration 26Q: 3 clusters Score -330207.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -330219.718750 Penalty: 3749.800049
	Iteration 27Q: 3 clusters Score -330219.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -330237.093750 Penalty: 3749.800049
	Iteration 28Q: 3 clusters Score -330237.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -330254.843750 Penalty: 3749.800049
	Iteration 29Q: 3 clusters Score -330254.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -330266.843750 Penalty: 3749.800049
	Iteration 30Q: 3 clusters Score -330266.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -330282.656250 Penalty: 3749.800049
	Iteration 31Q: 3 clusters Score -330282.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -330296.468750 Penalty: 3749.800049
	Iteration 32Q: 3 clusters Score -330296.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -330308.218750 Penalty: 3749.800049
	Iteration 33Q: 3 clusters Score -330308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -330318.718750 Penalty: 3749.800049
	Iteration 34Q: 3 clusters Score -330318.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -330324.906250 Penalty: 3749.800049
	Iteration 35Q: 3 clusters Score -330324.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -330329.656250 Penalty: 3749.800049
	Iteration 36Q: 3 clusters Score -330329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -330332.750000 Penalty: 3749.800049
	Iteration 37Q: 3 clusters Score -330332.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -330335.687500 Penalty: 3749.800049
	Iteration 38Q: 3 clusters Score -330335.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -330337.781250 Penalty: 3749.800049
	Iteration 39Q: 3 clusters Score -330337.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -330339.031250 Penalty: 3749.800049
	Iteration 40F: 3 clusters Score -330339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -330340.187500 Penalty: 3749.800049
	Iteration 41Q: 3 clusters Score -330340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -330341.062500 Penalty: 3749.800049
	Iteration 42Q: 3 clusters Score -330341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -330343.937500 Penalty: 3749.800049
	Iteration 43Q: 3 clusters Score -330343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -330345.906250 Penalty: 3749.800049
	Iteration 44Q: 3 clusters Score -330345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -330348.218750 Penalty: 3749.800049
	Iteration 45Q: 3 clusters Score -330348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -330350.625000 Penalty: 3749.800049
	Iteration 46Q: 3 clusters Score -330350.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -330352.031250 Penalty: 3749.800049
	Iteration 47Q: 3 clusters Score -330352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -330353.812500 Penalty: 3749.800049
	Iteration 48Q: 3 clusters Score -330353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -330356.812500 Penalty: 3749.800049
	Iteration 49Q: 3 clusters Score -330356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -330360.093750 Penalty: 3749.800049
	Iteration 50Q: 3 clusters Score -330360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -330361.031250 Penalty: 3749.800049
	Iteration 51Q: 3 clusters Score -330361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -330362.156250 Penalty: 3749.800049
	Iteration 52Q: 3 clusters Score -330362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -330362.656250 Penalty: 3749.800049
	Iteration 53Q: 3 clusters Score -330362.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -330363.437500 Penalty: 3749.800049
	Iteration 54Q: 3 clusters Score -330363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -330365.531250 Penalty: 3749.800049
	Iteration 55Q: 3 clusters Score -330365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -330370.031250 Penalty: 3749.800049
	Iteration 56Q: 3 clusters Score -330370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -330374.781250 Penalty: 3749.800049
	Iteration 57Q: 3 clusters Score -330374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -330375.531250 Penalty: 3749.800049
	Iteration 58Q: 3 clusters Score -330375.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -330376.656250 Penalty: 3749.800049
	Iteration 59Q: 3 clusters Score -330376.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -330377.843750 Penalty: 3749.800049
	Iteration 60F: 3 clusters Score -330377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -330378.750000 Penalty: 3749.800049
	Iteration 61Q: 3 clusters Score -330378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -330379.406250 Penalty: 3749.800049
	Iteration 62Q: 3 clusters Score -330379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -330379.406250 Penalty: 3749.800049
	Iteration 63Q: 3 clusters Score -330379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -330380.781250 Penalty: 3749.800049
	Iteration 64Q: 3 clusters Score -330380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -330380.781250 Penalty: 3749.800049
	Iteration 65F: 3 clusters Score -330380.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -70177.640625 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -70177.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68661.968750 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68661.97 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68920.710938 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -68920.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69101.289062 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -69101.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69229.726562 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -69229.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69308.976562 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -69308.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69367.585938 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -69367.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69383.546875 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -69383.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69400.539062 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -69400.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69412.140625 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -69412.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69426.085938 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -69426.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69433.492188 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -69433.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69434.507812 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -69434.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69434.507812 Penalty: 3102.852051
	Iteration 12F: 3 clusters Score -69434.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -64578.527344 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -64578.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63106.511719 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -63106.51 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63447.941406 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -63447.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63607.750000 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -63607.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63718.292969 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -63718.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63807.089844 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -63807.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63878.437500 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -63878.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63901.226562 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -63901.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63917.734375 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -63917.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63924.316406 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -63924.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63940.507812 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -63940.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63964.453125 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -63964.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63982.261719 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -63982.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64002.328125 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -64002.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64016.679688 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -64016.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64021.316406 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -64021.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64024.125000 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -64024.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64027.054688 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -64027.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64027.054688 Penalty: 3152.629395
	Iteration 17F: 3 clusters Score -64027.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Entering Unmasked Estep 
Score: -8800772.000000 Penalty: 2668.844727
	Iteration 0F: 2 clusters Score -8800772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -8770116.000000 Penalty: 5337.689453
	Iteration 0F: 3 clusters Score -8770116 nChanged 21727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -8782278.000000 Penalty: 5337.689453
	Iteration 1F: 3 clusters Score -8782278 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -8782984.000000 Penalty: 5337.689453
	Iteration 2Q: 3 clusters Score -8782984 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -8783755.000000 Penalty: 5337.689453
	Iteration 3Q: 3 clusters Score -8783755 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -8784576.000000 Penalty: 5337.689453
	Iteration 4Q: 3 clusters Score -8784576 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -8785570.000000 Penalty: 5337.689453
	Iteration 5Q: 3 clusters Score -8785570 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -8786758.000000 Penalty: 5337.689453
	Iteration 6Q: 3 clusters Score -8786758 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -8788230.000000 Penalty: 5337.689453
	Iteration 7F: 3 clusters Score -8788230 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -8789909.000000 Penalty: 5337.689453
	Iteration 8F: 3 clusters Score -8789909 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -8791639.000000 Penalty: 5337.689453
	Iteration 9F: 3 clusters Score -8791639 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -8793109.000000 Penalty: 5337.689453
	Iteration 10F: 3 clusters Score -8793109 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -8793761.000000 Penalty: 5337.689453
	Iteration 11Q: 3 clusters Score -8793761 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -8794043.000000 Penalty: 5337.689453
	Iteration 12Q: 3 clusters Score -8794043 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -8794253.000000 Penalty: 5337.689453
	Iteration 13Q: 3 clusters Score -8794253 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -8794405.000000 Penalty: 5337.689453
	Iteration 14Q: 3 clusters Score -8794405 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -8794537.000000 Penalty: 5337.689453
	Iteration 15Q: 3 clusters Score -8794537 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -8794611.000000 Penalty: 5337.689453
	Iteration 16Q: 3 clusters Score -8794611 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -8794783.000000 Penalty: 5337.689453
	Iteration 17Q: 3 clusters Score -8794783 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -8794872.000000 Penalty: 5337.689453
	Iteration 18Q: 3 clusters Score -8794872 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -8794983.000000 Penalty: 5337.689453
	Iteration 19Q: 3 clusters Score -8794983 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -8795088.000000 Penalty: 5337.689453
	Iteration 20F: 3 clusters Score -8795088 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -8795225.000000 Penalty: 5337.689453
	Iteration 21Q: 3 clusters Score -8795225 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -8795294.000000 Penalty: 5337.689453
	Iteration 22Q: 3 clusters Score -8795294 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -8795355.000000 Penalty: 5337.689453
	Iteration 23Q: 3 clusters Score -8795355 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -8795501.000000 Penalty: 5337.689453
	Iteration 24Q: 3 clusters Score -8795501 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -8795606.000000 Penalty: 5337.689453
	Iteration 25Q: 3 clusters Score -8795606 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -8795678.000000 Penalty: 5337.689453
	Iteration 26Q: 3 clusters Score -8795678 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -8795735.000000 Penalty: 5337.689453
	Iteration 27Q: 3 clusters Score -8795735 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -8795803.000000 Penalty: 5337.689453
	Iteration 28Q: 3 clusters Score -8795803 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -8795847.000000 Penalty: 5337.689453
	Iteration 29Q: 3 clusters Score -8795847 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -8795860.000000 Penalty: 5337.689453
	Iteration 30Q: 3 clusters Score -8795860 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -8795937.000000 Penalty: 5337.689453
	Iteration 31Q: 3 clusters Score -8795937 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -8795960.000000 Penalty: 5337.689453
	Iteration 32Q: 3 clusters Score -8795960 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -8796014.000000 Penalty: 5337.689453
	Iteration 33Q: 3 clusters Score -8796014 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -8796040.000000 Penalty: 5337.689453
	Iteration 34Q: 3 clusters Score -8796040 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -8796093.000000 Penalty: 5337.689453
	Iteration 35Q: 3 clusters Score -8796093 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -8796127.000000 Penalty: 5337.689453
	Iteration 36Q: 3 clusters Score -8796127 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -8796167.000000 Penalty: 5337.689453
	Iteration 37Q: 3 clusters Score -8796167 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -8796172.000000 Penalty: 5337.689453
	Iteration 38Q: 3 clusters Score -8796172 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -8796218.000000 Penalty: 5337.689453
	Iteration 39Q: 3 clusters Score -8796218 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -8796279.000000 Penalty: 5337.689453
	Iteration 40F: 3 clusters Score -8796279 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -8796310.000000 Penalty: 5337.689453
	Iteration 41Q: 3 clusters Score -8796310 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -8796322.000000 Penalty: 5337.689453
	Iteration 42Q: 3 clusters Score -8796322 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -8796344.000000 Penalty: 5337.689453
	Iteration 43Q: 3 clusters Score -8796344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -8796375.000000 Penalty: 5337.689453
	Iteration 44Q: 3 clusters Score -8796375 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -8796362.000000 Penalty: 5337.689453
	Iteration 45Q: 3 clusters Score -8796362 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -8796396.000000 Penalty: 5337.689453
	Iteration 46Q: 3 clusters Score -8796396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -8796405.000000 Penalty: 5337.689453
	Iteration 47Q: 3 clusters Score -8796405 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -8796416.000000 Penalty: 5337.689453
	Iteration 48Q: 3 clusters Score -8796416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -8796425.000000 Penalty: 5337.689453
	Iteration 49Q: 3 clusters Score -8796425 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -8796447.000000 Penalty: 5337.689453
	Iteration 50Q: 3 clusters Score -8796447 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -8796452.000000 Penalty: 5337.689453
	Iteration 51Q: 3 clusters Score -8796452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -8796455.000000 Penalty: 5337.689453
	Iteration 52Q: 3 clusters Score -8796455 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -8796474.000000 Penalty: 5337.689453
	Iteration 53Q: 3 clusters Score -8796474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -8796465.000000 Penalty: 5337.689453
	Iteration 54Q: 3 clusters Score -8796465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -8796446.000000 Penalty: 5337.689453
	Iteration 55Q: 3 clusters Score -8796446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -8796465.000000 Penalty: 5337.689453
	Iteration 56Q: 3 clusters Score -8796465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -8796475.000000 Penalty: 5337.689453
	Iteration 57Q: 3 clusters Score -8796475 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -8796468.000000 Penalty: 5337.689453
	Iteration 58Q: 3 clusters Score -8796468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -8796477.000000 Penalty: 5337.689453
	Iteration 59Q: 3 clusters Score -8796477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -8796466.000000 Penalty: 5337.689453
	Iteration 60F: 3 clusters Score -8796466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -8796458.000000 Penalty: 5337.689453
	Iteration 61Q: 3 clusters Score -8796458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -8796482.000000 Penalty: 5337.689453
	Iteration 62Q: 3 clusters Score -8796482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -8796491.000000 Penalty: 5337.689453
	Iteration 63Q: 3 clusters Score -8796491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -8796495.000000 Penalty: 5337.689453
	Iteration 64Q: 3 clusters Score -8796495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -8796498.000000 Penalty: 5337.689453
	Iteration 65Q: 3 clusters Score -8796498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -8796517.000000 Penalty: 5337.689453
	Iteration 66Q: 3 clusters Score -8796517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -8796527.000000 Penalty: 5337.689453
	Iteration 67Q: 3 clusters Score -8796527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -8796541.000000 Penalty: 5337.689453
	Iteration 68Q: 3 clusters Score -8796541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -8796547.000000 Penalty: 5337.689453
	Iteration 69Q: 3 clusters Score -8796547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -8796540.000000 Penalty: 5337.689453
	Iteration 70Q: 3 clusters Score -8796540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -8796557.000000 Penalty: 5337.689453
	Iteration 71Q: 3 clusters Score -8796557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -8796543.000000 Penalty: 5337.689453
	Iteration 72Q: 3 clusters Score -8796543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -8796559.000000 Penalty: 5337.689453
	Iteration 73Q: 3 clusters Score -8796559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -8796566.000000 Penalty: 5337.689453
	Iteration 74Q: 3 clusters Score -8796566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -8796568.000000 Penalty: 5337.689453
	Iteration 75Q: 3 clusters Score -8796568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -8796567.000000 Penalty: 5337.689453
	Iteration 76Q: 3 clusters Score -8796567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -8796569.000000 Penalty: 5337.689453
	Iteration 77Q: 3 clusters Score -8796569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -8796566.000000 Penalty: 5337.689453
	Iteration 78Q: 3 clusters Score -8796566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -8796570.000000 Penalty: 5337.689453
	Iteration 79Q: 3 clusters Score -8796570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -8796557.000000 Penalty: 5337.689453
	Iteration 80F: 3 clusters Score -8796557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -8796561.000000 Penalty: 5337.689453
	Iteration 81Q: 3 clusters Score -8796561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -8796556.000000 Penalty: 5337.689453
	Iteration 82Q: 3 clusters Score -8796556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -8796539.000000 Penalty: 5337.689453
	Iteration 83Q: 3 clusters Score -8796539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -8796551.000000 Penalty: 5337.689453
	Iteration 84Q: 3 clusters Score -8796551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -8796536.000000 Penalty: 5337.689453
	Iteration 85Q: 3 clusters Score -8796536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -8796540.000000 Penalty: 5337.689453
	Iteration 86Q: 3 clusters Score -8796540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -8796538.000000 Penalty: 5337.689453
	Iteration 87Q: 3 clusters Score -8796538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -8796536.000000 Penalty: 5337.689453
	Iteration 88Q: 3 clusters Score -8796536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -8796532.000000 Penalty: 5337.689453
	Iteration 89Q: 3 clusters Score -8796532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -8796546.000000 Penalty: 5337.689453
	Iteration 90Q: 3 clusters Score -8796546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -8796536.000000 Penalty: 5337.689453
	Iteration 91Q: 3 clusters Score -8796536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -8796542.000000 Penalty: 5337.689453
	Iteration 92Q: 3 clusters Score -8796542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -8796533.000000 Penalty: 5337.689453
	Iteration 93Q: 3 clusters Score -8796533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -8796537.000000 Penalty: 5337.689453
	Iteration 94Q: 3 clusters Score -8796537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -8796538.000000 Penalty: 5337.689453
	Iteration 95Q: 3 clusters Score -8796538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -8796538.000000 Penalty: 5337.689453
	Iteration 96F: 3 clusters Score -8796538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Entering Unmasked Estep 
Score: -1286230.250000 Penalty: 2193.859863
	Iteration 0F: 2 clusters Score -1286230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1280406.375000 Penalty: 4387.719727
	Iteration 0F: 3 clusters Score -1280406 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1281952.750000 Penalty: 4387.719727
	Iteration 1F: 3 clusters Score -1281953 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1282273.250000 Penalty: 4387.719727
	Iteration 2F: 3 clusters Score -1282273 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1282541.250000 Penalty: 4387.719727
	Iteration 3F: 3 clusters Score -1282541 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1282743.250000 Penalty: 4387.719727
	Iteration 4Q: 3 clusters Score -1282743 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1282951.750000 Penalty: 4387.719727
	Iteration 5Q: 3 clusters Score -1282952 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1283155.375000 Penalty: 4387.719727
	Iteration 6Q: 3 clusters Score -1283155 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1283368.125000 Penalty: 4387.719727
	Iteration 7Q: 3 clusters Score -1283368 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1283609.625000 Penalty: 4387.719727
	Iteration 8Q: 3 clusters Score -1283610 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1283855.375000 Penalty: 4387.719727
	Iteration 9Q: 3 clusters Score -1283855 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1284093.625000 Penalty: 4387.719727
	Iteration 10Q: 3 clusters Score -1284094 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1284280.000000 Penalty: 4387.719727
	Iteration 11Q: 3 clusters Score -1284280 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1284418.500000 Penalty: 4387.719727
	Iteration 12Q: 3 clusters Score -1284418 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1284533.250000 Penalty: 4387.719727
	Iteration 13Q: 3 clusters Score -1284533 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1284621.000000 Penalty: 4387.719727
	Iteration 14Q: 3 clusters Score -1284621 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1284703.875000 Penalty: 4387.719727
	Iteration 15Q: 3 clusters Score -1284704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1284770.375000 Penalty: 4387.719727
	Iteration 16Q: 3 clusters Score -1284770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1284817.625000 Penalty: 4387.719727
	Iteration 17Q: 3 clusters Score -1284818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1284852.875000 Penalty: 4387.719727
	Iteration 18Q: 3 clusters Score -1284853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1284877.250000 Penalty: 4387.719727
	Iteration 19Q: 3 clusters Score -1284877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1284890.625000 Penalty: 4387.719727
	Iteration 20F: 3 clusters Score -1284891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1284898.000000 Penalty: 4387.719727
	Iteration 21Q: 3 clusters Score -1284898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1284898.625000 Penalty: 4387.719727
	Iteration 22Q: 3 clusters Score -1284899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1284903.500000 Penalty: 4387.719727
	Iteration 23Q: 3 clusters Score -1284904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1284906.750000 Penalty: 4387.719727
	Iteration 24Q: 3 clusters Score -1284907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1284908.875000 Penalty: 4387.719727
	Iteration 25Q: 3 clusters Score -1284909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1284915.125000 Penalty: 4387.719727
	Iteration 26Q: 3 clusters Score -1284915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1284917.625000 Penalty: 4387.719727
	Iteration 27Q: 3 clusters Score -1284918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1284920.375000 Penalty: 4387.719727
	Iteration 28Q: 3 clusters Score -1284920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1284922.500000 Penalty: 4387.719727
	Iteration 29Q: 3 clusters Score -1284922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1284924.750000 Penalty: 4387.719727
	Iteration 30Q: 3 clusters Score -1284925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1284924.750000 Penalty: 4387.719727
	Iteration 31Q: 3 clusters Score -1284925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1284924.500000 Penalty: 4387.719727
	Iteration 32Q: 3 clusters Score -1284924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1284924.125000 Penalty: 4387.719727
	Iteration 33Q: 3 clusters Score -1284924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1284924.125000 Penalty: 4387.719727
	Iteration 34F: 3 clusters Score -1284924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Entering Unmasked Estep 
Score: -9649076.000000 Penalty: 2694.102539
	Iteration 0F: 2 clusters Score -9649076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -9616911.000000 Penalty: 5388.205078
	Iteration 0F: 3 clusters Score -9616911 nChanged 24210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -9630482.000000 Penalty: 5388.205078
	Iteration 1F: 3 clusters Score -9630482 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -9631213.000000 Penalty: 5388.205078
	Iteration 2Q: 3 clusters Score -9631213 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -9632281.000000 Penalty: 5388.205078
	Iteration 3Q: 3 clusters Score -9632281 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -9633942.000000 Penalty: 5388.205078
	Iteration 4F: 3 clusters Score -9633942 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -9636374.000000 Penalty: 5388.205078
	Iteration 5F: 3 clusters Score -9636374 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -9639447.000000 Penalty: 5388.205078
	Iteration 6F: 3 clusters Score -9639447 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -9642581.000000 Penalty: 5388.205078
	Iteration 7F: 3 clusters Score -9642581 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -9644622.000000 Penalty: 5388.205078
	Iteration 8F: 3 clusters Score -9644622 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9645785.000000 Penalty: 5388.205078
	Iteration 9Q: 3 clusters Score -9645785 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9646238.000000 Penalty: 5388.205078
	Iteration 10Q: 3 clusters Score -9646238 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9646437.000000 Penalty: 5388.205078
	Iteration 11Q: 3 clusters Score -9646437 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9646550.000000 Penalty: 5388.205078
	Iteration 12Q: 3 clusters Score -9646550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9646638.000000 Penalty: 5388.205078
	Iteration 13Q: 3 clusters Score -9646638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9646671.000000 Penalty: 5388.205078
	Iteration 14Q: 3 clusters Score -9646671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9646683.000000 Penalty: 5388.205078
	Iteration 15Q: 3 clusters Score -9646683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9646693.000000 Penalty: 5388.205078
	Iteration 16Q: 3 clusters Score -9646693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9646708.000000 Penalty: 5388.205078
	Iteration 17Q: 3 clusters Score -9646708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9646722.000000 Penalty: 5388.205078
	Iteration 18Q: 3 clusters Score -9646722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9646727.000000 Penalty: 5388.205078
	Iteration 19Q: 3 clusters Score -9646727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9646731.000000 Penalty: 5388.205078
	Iteration 20F: 3 clusters Score -9646731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9646736.000000 Penalty: 5388.205078
	Iteration 21Q: 3 clusters Score -9646736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9646733.000000 Penalty: 5388.205078
	Iteration 22Q: 3 clusters Score -9646733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9646733.000000 Penalty: 5388.205078
	Iteration 23F: 3 clusters Score -9646733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -98865.171875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -98865.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97221.132812 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -97221.13 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -97545.875000 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -97545.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -97716.460938 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -97716.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -97845.960938 Penalty: 3227.609619
	Iteration 3F: 3 clusters Score -97845.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -97925.476562 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -97925.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -97956.335938 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -97956.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -97982.289062 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -97982.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -98001.632812 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -98001.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -98027.984375 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -98027.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -98039.625000 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -98039.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -98061.375000 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -98061.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -98079.656250 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -98079.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -98112.906250 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -98112.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98134.679688 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -98134.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98142.703125 Penalty: 3227.609619
	Iteration 14Q: 3 clusters Score -98142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98143.054688 Penalty: 3227.609619
	Iteration 15F: 3 clusters Score -98143.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -98149.039062 Penalty: 3227.609619
	Iteration 16Q: 3 clusters Score -98149.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98150.578125 Penalty: 3227.609619
	Iteration 17Q: 3 clusters Score -98150.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -98154.000000 Penalty: 3227.609619
	Iteration 18Q: 3 clusters Score -98154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -98161.320312 Penalty: 3227.609619
	Iteration 19Q: 3 clusters Score -98161.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -98161.320312 Penalty: 3227.609619
	Iteration 20F: 3 clusters Score -98161.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -28125.611328 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -28125.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26926.521484 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -26926.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27103.568359 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -27103.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27170.521484 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -27170.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27227.806641 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -27227.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27282.564453 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -27282.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27363.121094 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -27363.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27414.486328 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -27414.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -27441.078125 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -27441.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27506.984375 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -27506.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27519.667969 Penalty: 2909.768066
	Iteration 9Q: 3 clusters Score -27519.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27527.296875 Penalty: 2909.768066
	Iteration 10Q: 3 clusters Score -27527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -27534.050781 Penalty: 2909.768066
	Iteration 11Q: 3 clusters Score -27534.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27542.027344 Penalty: 2909.768066
	Iteration 12Q: 3 clusters Score -27542.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27542.027344 Penalty: 2909.768066
	Iteration 13F: 3 clusters Score -27542.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Entering Unmasked Estep 
Score: -9279874.000000 Penalty: 2681.612793
	Iteration 0F: 2 clusters Score -9279874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -9248992.000000 Penalty: 5363.225586
	Iteration 0F: 3 clusters Score -9248992 nChanged 22948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -9261994.000000 Penalty: 5363.225586
	Iteration 1F: 3 clusters Score -9261994 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -9262664.000000 Penalty: 5363.225586
	Iteration 2Q: 3 clusters Score -9262664 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -9263411.000000 Penalty: 5363.225586
	Iteration 3Q: 3 clusters Score -9263411 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -9264408.000000 Penalty: 5363.225586
	Iteration 4Q: 3 clusters Score -9264408 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -9265774.000000 Penalty: 5363.225586
	Iteration 5F: 3 clusters Score -9265774 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -9268032.000000 Penalty: 5363.225586
	Iteration 6F: 3 clusters Score -9268032 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -9270923.000000 Penalty: 5363.225586
	Iteration 7F: 3 clusters Score -9270923 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -9273406.000000 Penalty: 5363.225586
	Iteration 8F: 3 clusters Score -9273406 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -9274375.000000 Penalty: 5363.225586
	Iteration 9Q: 3 clusters Score -9274375 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -9274829.000000 Penalty: 5363.225586
	Iteration 10Q: 3 clusters Score -9274829 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -9275124.000000 Penalty: 5363.225586
	Iteration 11Q: 3 clusters Score -9275124 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -9275338.000000 Penalty: 5363.225586
	Iteration 12Q: 3 clusters Score -9275338 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -9275478.000000 Penalty: 5363.225586
	Iteration 13Q: 3 clusters Score -9275478 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -9275579.000000 Penalty: 5363.225586
	Iteration 14Q: 3 clusters Score -9275579 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -9275678.000000 Penalty: 5363.225586
	Iteration 15Q: 3 clusters Score -9275678 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -9275803.000000 Penalty: 5363.225586
	Iteration 16Q: 3 clusters Score -9275803 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -9275851.000000 Penalty: 5363.225586
	Iteration 17Q: 3 clusters Score -9275851 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -9275918.000000 Penalty: 5363.225586
	Iteration 18Q: 3 clusters Score -9275918 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -9275929.000000 Penalty: 5363.225586
	Iteration 19Q: 3 clusters Score -9275929 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -9275950.000000 Penalty: 5363.225586
	Iteration 20F: 3 clusters Score -9275950 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -9276003.000000 Penalty: 5363.225586
	Iteration 21Q: 3 clusters Score -9276003 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -9275980.000000 Penalty: 5363.225586
	Iteration 22Q: 3 clusters Score -9275980 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -9275962.000000 Penalty: 5363.225586
	Iteration 23Q: 3 clusters Score -9275962 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -9275960.000000 Penalty: 5363.225586
	Iteration 24Q: 3 clusters Score -9275960 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -9275968.000000 Penalty: 5363.225586
	Iteration 25Q: 3 clusters Score -9275968 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -9275967.000000 Penalty: 5363.225586
	Iteration 26Q: 3 clusters Score -9275967 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -9275978.000000 Penalty: 5363.225586
	Iteration 27Q: 3 clusters Score -9275978 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -9275975.000000 Penalty: 5363.225586
	Iteration 28Q: 3 clusters Score -9275975 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -9275969.000000 Penalty: 5363.225586
	Iteration 29Q: 3 clusters Score -9275969 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -9275988.000000 Penalty: 5363.225586
	Iteration 30Q: 3 clusters Score -9275988 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -9275988.000000 Penalty: 5363.225586
	Iteration 31Q: 3 clusters Score -9275988 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -9276002.000000 Penalty: 5363.225586
	Iteration 32Q: 3 clusters Score -9276002 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -9275982.000000 Penalty: 5363.225586
	Iteration 33Q: 3 clusters Score -9275982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -9275983.000000 Penalty: 5363.225586
	Iteration 34Q: 3 clusters Score -9275983 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -9276004.000000 Penalty: 5363.225586
	Iteration 35Q: 3 clusters Score -9276004 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -9275995.000000 Penalty: 5363.225586
	Iteration 36Q: 3 clusters Score -9275995 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -9275985.000000 Penalty: 5363.225586
	Iteration 37Q: 3 clusters Score -9275985 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -9275986.000000 Penalty: 5363.225586
	Iteration 38Q: 3 clusters Score -9275986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -9275993.000000 Penalty: 5363.225586
	Iteration 39Q: 3 clusters Score -9275993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -9276001.000000 Penalty: 5363.225586
	Iteration 40F: 3 clusters Score -9276001 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -9275959.000000 Penalty: 5363.225586
	Iteration 41Q: 3 clusters Score -9275959 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -9275973.000000 Penalty: 5363.225586
	Iteration 42Q: 3 clusters Score -9275973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -9275973.000000 Penalty: 5363.225586
	Iteration 43Q: 3 clusters Score -9275973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -9275976.000000 Penalty: 5363.225586
	Iteration 44Q: 3 clusters Score -9275976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -9275992.000000 Penalty: 5363.225586
	Iteration 45Q: 3 clusters Score -9275992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -9275986.000000 Penalty: 5363.225586
	Iteration 46Q: 3 clusters Score -9275986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -9275974.000000 Penalty: 5363.225586
	Iteration 47Q: 3 clusters Score -9275974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -9275975.000000 Penalty: 5363.225586
	Iteration 48Q: 3 clusters Score -9275975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -9275979.000000 Penalty: 5363.225586
	Iteration 49Q: 3 clusters Score -9275979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -9275996.000000 Penalty: 5363.225586
	Iteration 50Q: 3 clusters Score -9275996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -9275966.000000 Penalty: 5363.225586
	Iteration 51Q: 3 clusters Score -9275966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -9275947.000000 Penalty: 5363.225586
	Iteration 52Q: 3 clusters Score -9275947 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -9275946.000000 Penalty: 5363.225586
	Iteration 53Q: 3 clusters Score -9275946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -9275935.000000 Penalty: 5363.225586
	Iteration 54Q: 3 clusters Score -9275935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -9275934.000000 Penalty: 5363.225586
	Iteration 55Q: 3 clusters Score -9275934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -9275936.000000 Penalty: 5363.225586
	Iteration 56Q: 3 clusters Score -9275936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -9275940.000000 Penalty: 5363.225586
	Iteration 57Q: 3 clusters Score -9275940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -9275951.000000 Penalty: 5363.225586
	Iteration 58Q: 3 clusters Score -9275951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -9275963.000000 Penalty: 5363.225586
	Iteration 59Q: 3 clusters Score -9275963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -9275948.000000 Penalty: 5363.225586
	Iteration 60F: 3 clusters Score -9275948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -9275960.000000 Penalty: 5363.225586
	Iteration 61Q: 3 clusters Score -9275960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -9275945.000000 Penalty: 5363.225586
	Iteration 62Q: 3 clusters Score -9275945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -9275924.000000 Penalty: 5363.225586
	Iteration 63Q: 3 clusters Score -9275924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -9275935.000000 Penalty: 5363.225586
	Iteration 64Q: 3 clusters Score -9275935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -9275938.000000 Penalty: 5363.225586
	Iteration 65Q: 3 clusters Score -9275938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -9275927.000000 Penalty: 5363.225586
	Iteration 66Q: 3 clusters Score -9275927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -9275915.000000 Penalty: 5363.225586
	Iteration 67Q: 3 clusters Score -9275915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -9275899.000000 Penalty: 5363.225586
	Iteration 68Q: 3 clusters Score -9275899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -9275904.000000 Penalty: 5363.225586
	Iteration 69Q: 3 clusters Score -9275904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -9275900.000000 Penalty: 5363.225586
	Iteration 70Q: 3 clusters Score -9275900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -9275902.000000 Penalty: 5363.225586
	Iteration 71Q: 3 clusters Score -9275902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -9275911.000000 Penalty: 5363.225586
	Iteration 72Q: 3 clusters Score -9275911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -9275905.000000 Penalty: 5363.225586
	Iteration 73Q: 3 clusters Score -9275905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -9275902.000000 Penalty: 5363.225586
	Iteration 74Q: 3 clusters Score -9275902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -9275902.000000 Penalty: 5363.225586
	Iteration 75Q: 3 clusters Score -9275902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -9275901.000000 Penalty: 5363.225586
	Iteration 76Q: 3 clusters Score -9275901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -9275909.000000 Penalty: 5363.225586
	Iteration 77Q: 3 clusters Score -9275909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -9275902.000000 Penalty: 5363.225586
	Iteration 78Q: 3 clusters Score -9275902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -9275893.000000 Penalty: 5363.225586
	Iteration 79Q: 3 clusters Score -9275893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9275889.000000 Penalty: 5363.225586
	Iteration 80F: 3 clusters Score -9275889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9275886.000000 Penalty: 5363.225586
	Iteration 81Q: 3 clusters Score -9275886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9275886.000000 Penalty: 5363.225586
	Iteration 82F: 3 clusters Score -9275886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (51466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Entering Unmasked Estep 
Score: -9550748.000000 Penalty: 2690.471924
	Iteration 0F: 2 clusters Score -9550748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -9517515.000000 Penalty: 5380.943848
	Iteration 0F: 3 clusters Score -9517515 nChanged 23896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -9531218.000000 Penalty: 5380.943848
	Iteration 1F: 3 clusters Score -9531218 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -9532004.000000 Penalty: 5380.943848
	Iteration 2Q: 3 clusters Score -9532004 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -9532856.000000 Penalty: 5380.943848
	Iteration 3Q: 3 clusters Score -9532856 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -9533907.000000 Penalty: 5380.943848
	Iteration 4Q: 3 clusters Score -9533907 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -9535226.000000 Penalty: 5380.943848
	Iteration 5Q: 3 clusters Score -9535226 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -9537054.000000 Penalty: 5380.943848
	Iteration 6F: 3 clusters Score -9537054 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -9539452.000000 Penalty: 5380.943848
	Iteration 7F: 3 clusters Score -9539452 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -9541937.000000 Penalty: 5380.943848
	Iteration 8F: 3 clusters Score -9541937 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -9543667.000000 Penalty: 5380.943848
	Iteration 9F: 3 clusters Score -9543667 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -9544592.000000 Penalty: 5380.943848
	Iteration 10Q: 3 clusters Score -9544592 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -9545150.000000 Penalty: 5380.943848
	Iteration 11Q: 3 clusters Score -9545150 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -9545524.000000 Penalty: 5380.943848
	Iteration 12Q: 3 clusters Score -9545524 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -9545810.000000 Penalty: 5380.943848
	Iteration 13Q: 3 clusters Score -9545810 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -9546096.000000 Penalty: 5380.943848
	Iteration 14Q: 3 clusters Score -9546096 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -9546361.000000 Penalty: 5380.943848
	Iteration 15Q: 3 clusters Score -9546361 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -9546633.000000 Penalty: 5380.943848
	Iteration 16Q: 3 clusters Score -9546633 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -9546910.000000 Penalty: 5380.943848
	Iteration 17Q: 3 clusters Score -9546910 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -9547147.000000 Penalty: 5380.943848
	Iteration 18Q: 3 clusters Score -9547147 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -9547439.000000 Penalty: 5380.943848
	Iteration 19Q: 3 clusters Score -9547439 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -9547738.000000 Penalty: 5380.943848
	Iteration 20F: 3 clusters Score -9547738 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -9548035.000000 Penalty: 5380.943848
	Iteration 21Q: 3 clusters Score -9548035 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -9548264.000000 Penalty: 5380.943848
	Iteration 22Q: 3 clusters Score -9548264 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -9548387.000000 Penalty: 5380.943848
	Iteration 23Q: 3 clusters Score -9548387 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -9548404.000000 Penalty: 5380.943848
	Iteration 24Q: 3 clusters Score -9548404 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -9548428.000000 Penalty: 5380.943848
	Iteration 25Q: 3 clusters Score -9548428 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -9548443.000000 Penalty: 5380.943848
	Iteration 26Q: 3 clusters Score -9548443 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -9548461.000000 Penalty: 5380.943848
	Iteration 27Q: 3 clusters Score -9548461 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -9548469.000000 Penalty: 5380.943848
	Iteration 28Q: 3 clusters Score -9548469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -9548474.000000 Penalty: 5380.943848
	Iteration 29Q: 3 clusters Score -9548474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -9548458.000000 Penalty: 5380.943848
	Iteration 30Q: 3 clusters Score -9548458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -9548462.000000 Penalty: 5380.943848
	Iteration 31Q: 3 clusters Score -9548462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -9548482.000000 Penalty: 5380.943848
	Iteration 32Q: 3 clusters Score -9548482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -9548464.000000 Penalty: 5380.943848
	Iteration 33Q: 3 clusters Score -9548464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -9548473.000000 Penalty: 5380.943848
	Iteration 34Q: 3 clusters Score -9548473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -9548474.000000 Penalty: 5380.943848
	Iteration 35Q: 3 clusters Score -9548474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -9548477.000000 Penalty: 5380.943848
	Iteration 36Q: 3 clusters Score -9548477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -9548477.000000 Penalty: 5380.943848
	Iteration 37Q: 3 clusters Score -9548477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -9548476.000000 Penalty: 5380.943848
	Iteration 38Q: 3 clusters Score -9548476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -9548480.000000 Penalty: 5380.943848
	Iteration 39Q: 3 clusters Score -9548480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -9548480.000000 Penalty: 5380.943848
	Iteration 40F: 3 clusters Score -9548480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -9548475.000000 Penalty: 5380.943848
	Iteration 41Q: 3 clusters Score -9548475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -9548478.000000 Penalty: 5380.943848
	Iteration 42Q: 3 clusters Score -9548478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -9548488.000000 Penalty: 5380.943848
	Iteration 43Q: 3 clusters Score -9548488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -9548482.000000 Penalty: 5380.943848
	Iteration 44Q: 3 clusters Score -9548482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -9548475.000000 Penalty: 5380.943848
	Iteration 45Q: 3 clusters Score -9548475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -9548467.000000 Penalty: 5380.943848
	Iteration 46Q: 3 clusters Score -9548467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -9548472.000000 Penalty: 5380.943848
	Iteration 47Q: 3 clusters Score -9548472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -9548464.000000 Penalty: 5380.943848
	Iteration 48Q: 3 clusters Score -9548464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -9548466.000000 Penalty: 5380.943848
	Iteration 49Q: 3 clusters Score -9548466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -9548473.000000 Penalty: 5380.943848
	Iteration 50Q: 3 clusters Score -9548473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -9548473.000000 Penalty: 5380.943848
	Iteration 51Q: 3 clusters Score -9548473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -9548475.000000 Penalty: 5380.943848
	Iteration 52Q: 3 clusters Score -9548475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -9548459.000000 Penalty: 5380.943848
	Iteration 53Q: 3 clusters Score -9548459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -9548470.000000 Penalty: 5380.943848
	Iteration 54Q: 3 clusters Score -9548470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -9548464.000000 Penalty: 5380.943848
	Iteration 55Q: 3 clusters Score -9548464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -9548467.000000 Penalty: 5380.943848
	Iteration 56Q: 3 clusters Score -9548467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -9548470.000000 Penalty: 5380.943848
	Iteration 57Q: 3 clusters Score -9548470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -9548478.000000 Penalty: 5380.943848
	Iteration 58Q: 3 clusters Score -9548478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -9548469.000000 Penalty: 5380.943848
	Iteration 59Q: 3 clusters Score -9548469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -9548474.000000 Penalty: 5380.943848
	Iteration 60F: 3 clusters Score -9548474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -9548467.000000 Penalty: 5380.943848
	Iteration 61Q: 3 clusters Score -9548467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -9548469.000000 Penalty: 5380.943848
	Iteration 62Q: 3 clusters Score -9548469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -9548466.000000 Penalty: 5380.943848
	Iteration 63Q: 3 clusters Score -9548466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -9548463.000000 Penalty: 5380.943848
	Iteration 64Q: 3 clusters Score -9548463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -9548458.000000 Penalty: 5380.943848
	Iteration 65Q: 3 clusters Score -9548458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -9548467.000000 Penalty: 5380.943848
	Iteration 66Q: 3 clusters Score -9548467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -9548458.000000 Penalty: 5380.943848
	Iteration 67Q: 3 clusters Score -9548458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -9548458.000000 Penalty: 5380.943848
	Iteration 68F: 3 clusters Score -9548458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 43611 members 
Mstep: Class 3 contains 49819 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 47847 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2682 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 40206 members 
Mstep: Class 10 contains 16907 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46436 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 47442 members 
Mstep: Class 17 contains 11333 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47168 members 
Mstep: Class 23 contains 6948 members 
Mstep: Class 24 contains 52225 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49660 members 
Mstep: Class 28 contains 51466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110149240.000000 Penalty: 85816.687500
Iteration 239Q: 27 clusters Score -1.101492e+08 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 43538 members 
Mstep: Class 3 contains 49817 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 48501 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2682 members 
Mstep: Class 8 contains 31858 members 
Mstep: Class 9 contains 40191 members 
Mstep: Class 10 contains 16769 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46409 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 47304 members 
Mstep: Class 17 contains 11133 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47221 members 
Mstep: Class 23 contains 6869 members 
Mstep: Class 24 contains 52214 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49532 members 
Mstep: Class 28 contains 51454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110149480.000000 Penalty: 85816.687500
Iteration 240F: 27 clusters Score -1.101495e+08 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 43500 members 
Mstep: Class 3 contains 49901 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 48994 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 2682 members 
Mstep: Class 8 contains 31897 members 
Mstep: Class 9 contains 40180 members 
Mstep: Class 10 contains 16650 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46318 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 47120 members 
Mstep: Class 17 contains 10937 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47278 members 
Mstep: Class 23 contains 6812 members 
Mstep: Class 24 contains 52155 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49604 members 
Mstep: Class 28 contains 51384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110149328.000000 Penalty: 85816.687500
Iteration 241Q: 27 clusters Score -1.101493e+08 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 43593 members 
Mstep: Class 3 contains 49947 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 49507 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 32030 members 
Mstep: Class 9 contains 40172 members 
Mstep: Class 10 contains 16555 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46268 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 46893 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47315 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 52056 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49565 members 
Mstep: Class 28 contains 51262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110149248.000000 Penalty: 85816.687500
Iteration 242Q: 27 clusters Score -1.101492e+08 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 43771 members 
Mstep: Class 3 contains 49958 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50031 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 32187 members 
Mstep: Class 9 contains 40162 members 
Mstep: Class 10 contains 16445 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46290 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 46671 members 
Mstep: Class 17 contains 10581 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47369 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 51955 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49486 members 
Mstep: Class 28 contains 51092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110149424.000000 Penalty: 85816.687500
Iteration 243Q: 27 clusters Score -1.101494e+08 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 44114 members 
Mstep: Class 3 contains 49823 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50379 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 32342 members 
Mstep: Class 9 contains 40149 members 
Mstep: Class 10 contains 16337 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46367 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 46418 members 
Mstep: Class 17 contains 10408 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47427 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 51865 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49416 members 
Mstep: Class 28 contains 50997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110149640.000000 Penalty: 85816.687500
Iteration 244Q: 27 clusters Score -1.101496e+08 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 44516 members 
Mstep: Class 3 contains 49644 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50563 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 32545 members 
Mstep: Class 9 contains 40125 members 
Mstep: Class 10 contains 16237 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46463 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 46204 members 
Mstep: Class 17 contains 10255 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47499 members 
Mstep: Class 23 contains 6641 members 
Mstep: Class 24 contains 51748 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49320 members 
Mstep: Class 28 contains 50946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150312.000000 Penalty: 85816.687500
Iteration 245Q: 27 clusters Score -1.101503e+08 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 44880 members 
Mstep: Class 3 contains 49601 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50503 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 32779 members 
Mstep: Class 9 contains 40090 members 
Mstep: Class 10 contains 16126 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46597 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 46039 members 
Mstep: Class 17 contains 10096 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47451 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 51636 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49254 members 
Mstep: Class 28 contains 50900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150448.000000 Penalty: 85816.687500
Iteration 246Q: 27 clusters Score -1.101504e+08 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 45154 members 
Mstep: Class 3 contains 49701 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50501 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 33022 members 
Mstep: Class 9 contains 40044 members 
Mstep: Class 10 contains 16026 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46686 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 45898 members 
Mstep: Class 17 contains 9946 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47443 members 
Mstep: Class 23 contains 6562 members 
Mstep: Class 24 contains 51565 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 49127 members 
Mstep: Class 28 contains 50680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150576.000000 Penalty: 85816.687500
Iteration 247Q: 27 clusters Score -1.101506e+08 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 45411 members 
Mstep: Class 3 contains 49856 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50593 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 33274 members 
Mstep: Class 9 contains 40003 members 
Mstep: Class 10 contains 15921 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46767 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 45783 members 
Mstep: Class 17 contains 9804 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47496 members 
Mstep: Class 23 contains 6533 members 
Mstep: Class 24 contains 51497 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48984 members 
Mstep: Class 28 contains 50384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150424.000000 Penalty: 85816.687500
Iteration 248Q: 27 clusters Score -1.101504e+08 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 45618 members 
Mstep: Class 3 contains 50013 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50721 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 33571 members 
Mstep: Class 9 contains 39955 members 
Mstep: Class 10 contains 15813 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46829 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 45699 members 
Mstep: Class 17 contains 9663 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47464 members 
Mstep: Class 23 contains 6509 members 
Mstep: Class 24 contains 51442 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48922 members 
Mstep: Class 28 contains 50139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110150968.000000 Penalty: 85816.687500
Iteration 249Q: 27 clusters Score -1.10151e+08 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 45880 members 
Mstep: Class 3 contains 50108 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50877 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 33810 members 
Mstep: Class 9 contains 39942 members 
Mstep: Class 10 contains 15699 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46878 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 45644 members 
Mstep: Class 17 contains 9491 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47456 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 51401 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48830 members 
Mstep: Class 28 contains 49972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151584.000000 Penalty: 85816.687500
Iteration 250Q: 27 clusters Score -1.101516e+08 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 46240 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50971 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 34001 members 
Mstep: Class 9 contains 39940 members 
Mstep: Class 10 contains 15582 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46956 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 662 members 
Mstep: Class 16 contains 45595 members 
Mstep: Class 17 contains 9336 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47385 members 
Mstep: Class 23 contains 6463 members 
Mstep: Class 24 contains 51337 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48771 members 
Mstep: Class 28 contains 49760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110151824.000000 Penalty: 85816.687500
Iteration 251Q: 27 clusters Score -1.101518e+08 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 46656 members 
Mstep: Class 3 contains 50369 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 51020 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 34217 members 
Mstep: Class 9 contains 39955 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47005 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 45542 members 
Mstep: Class 17 contains 9170 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47373 members 
Mstep: Class 23 contains 6457 members 
Mstep: Class 24 contains 51237 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48652 members 
Mstep: Class 28 contains 49568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152240.000000 Penalty: 85816.687500
Iteration 252Q: 27 clusters Score -1.101522e+08 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 47072 members 
Mstep: Class 3 contains 50482 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50994 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 34436 members 
Mstep: Class 9 contains 39924 members 
Mstep: Class 10 contains 15344 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47028 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45482 members 
Mstep: Class 17 contains 9021 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47412 members 
Mstep: Class 23 contains 6433 members 
Mstep: Class 24 contains 51142 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48569 members 
Mstep: Class 28 contains 49451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152136.000000 Penalty: 85816.687500
Iteration 253Q: 27 clusters Score -1.101521e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 47501 members 
Mstep: Class 3 contains 50673 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50956 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 34616 members 
Mstep: Class 9 contains 39909 members 
Mstep: Class 10 contains 15236 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47083 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45456 members 
Mstep: Class 17 contains 8853 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47318 members 
Mstep: Class 23 contains 6428 members 
Mstep: Class 24 contains 51059 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48476 members 
Mstep: Class 28 contains 49356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152200.000000 Penalty: 85816.687500
Iteration 254Q: 27 clusters Score -1.101522e+08 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 47895 members 
Mstep: Class 3 contains 50843 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50974 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 34783 members 
Mstep: Class 9 contains 39893 members 
Mstep: Class 10 contains 15124 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47134 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45435 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47300 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 51000 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48312 members 
Mstep: Class 28 contains 49319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110152928.000000 Penalty: 85816.687500
Iteration 255Q: 27 clusters Score -1.101529e+08 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 48255 members 
Mstep: Class 3 contains 50982 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50975 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 34975 members 
Mstep: Class 9 contains 39838 members 
Mstep: Class 10 contains 15006 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47138 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45395 members 
Mstep: Class 17 contains 8512 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47279 members 
Mstep: Class 23 contains 6408 members 
Mstep: Class 24 contains 50972 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48193 members 
Mstep: Class 28 contains 49390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110153472.000000 Penalty: 85816.687500
Iteration 256Q: 27 clusters Score -1.101535e+08 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 48595 members 
Mstep: Class 3 contains 51063 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50926 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 35145 members 
Mstep: Class 9 contains 39824 members 
Mstep: Class 10 contains 14885 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47135 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 45353 members 
Mstep: Class 17 contains 8340 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47265 members 
Mstep: Class 23 contains 6406 members 
Mstep: Class 24 contains 50887 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48119 members 
Mstep: Class 28 contains 49443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110154248.000000 Penalty: 85816.687500
Iteration 257Q: 27 clusters Score -1.101542e+08 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 48917 members 
Mstep: Class 3 contains 51031 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50849 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 35346 members 
Mstep: Class 9 contains 39800 members 
Mstep: Class 10 contains 14747 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47108 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 45365 members 
Mstep: Class 17 contains 8176 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47306 members 
Mstep: Class 23 contains 6396 members 
Mstep: Class 24 contains 50837 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48017 members 
Mstep: Class 28 contains 49510 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 27 clusters Score -1.101543e+08 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 49118 members 
Mstep: Class 3 contains 51070 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50593 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 35556 members 
Mstep: Class 9 contains 39763 members 
Mstep: Class 10 contains 14620 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 47048 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 45338 members 
Mstep: Class 17 contains 8045 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47420 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 50772 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 48006 members 
Mstep: Class 28 contains 49586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 27 clusters Score -1.101551e+08 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 49257 members 
Mstep: Class 3 contains 51236 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50406 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 35735 members 
Mstep: Class 9 contains 39743 members 
Mstep: Class 10 contains 14520 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46984 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 45321 members 
Mstep: Class 17 contains 7899 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47499 members 
Mstep: Class 23 contains 6327 members 
Mstep: Class 24 contains 50690 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47994 members 
Mstep: Class 28 contains 49545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155496.000000 Penalty: 85816.687500
Iteration 260F: 27 clusters Score -1.101555e+08 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 49280 members 
Mstep: Class 3 contains 51475 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50283 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 35934 members 
Mstep: Class 9 contains 39710 members 
Mstep: Class 10 contains 14410 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46956 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 45266 members 
Mstep: Class 17 contains 7763 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47514 members 
Mstep: Class 23 contains 6307 members 
Mstep: Class 24 contains 50606 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47969 members 
Mstep: Class 28 contains 49434 members 
Entering Unmasked Estep 
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Iteration 261Q: 27 clusters Score -1.101558e+08 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 49249 members 
Mstep: Class 3 contains 51959 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 36150 members 
Mstep: Class 9 contains 39668 members 
Mstep: Class 10 contains 14304 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46858 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47470 members 
Mstep: Class 23 contains 6293 members 
Mstep: Class 24 contains 50495 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47892 members 
Mstep: Class 28 contains 49224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110155920.000000 Penalty: 85816.687500
Iteration 262Q: 27 clusters Score -1.101559e+08 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 49269 members 
Mstep: Class 3 contains 52422 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 50462 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 36411 members 
Mstep: Class 9 contains 39609 members 
Mstep: Class 10 contains 14192 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46776 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45236 members 
Mstep: Class 17 contains 7539 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47399 members 
Mstep: Class 23 contains 6263 members 
Mstep: Class 24 contains 50409 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47779 members 
Mstep: Class 28 contains 48999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156752.000000 Penalty: 85816.687500
Iteration 263Q: 27 clusters Score -1.101568e+08 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 49300 members 
Mstep: Class 3 contains 52841 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50572 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 8 contains 36654 members 
Mstep: Class 9 contains 39572 members 
Mstep: Class 10 contains 14067 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46735 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 45194 members 
Mstep: Class 17 contains 7428 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47412 members 
Mstep: Class 23 contains 6229 members 
Mstep: Class 24 contains 50340 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47738 members 
Mstep: Class 28 contains 48804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157064.000000 Penalty: 85816.687500
Iteration 264Q: 27 clusters Score -1.101571e+08 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 49286 members 
Mstep: Class 3 contains 53097 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50741 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 36871 members 
Mstep: Class 9 contains 39521 members 
Mstep: Class 10 contains 13963 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46675 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 45175 members 
Mstep: Class 17 contains 7333 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47389 members 
Mstep: Class 23 contains 6183 members 
Mstep: Class 24 contains 50263 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47745 members 
Mstep: Class 28 contains 48714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157688.000000 Penalty: 85816.687500
Iteration 265Q: 27 clusters Score -1.101577e+08 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 49159 members 
Mstep: Class 3 contains 53304 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50813 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 37072 members 
Mstep: Class 9 contains 39448 members 
Mstep: Class 10 contains 13879 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46625 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 45169 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47300 members 
Mstep: Class 23 contains 6147 members 
Mstep: Class 24 contains 50213 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47718 members 
Mstep: Class 28 contains 48691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158200.000000 Penalty: 85816.687500
Iteration 266Q: 27 clusters Score -1.101582e+08 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 48993 members 
Mstep: Class 3 contains 53462 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50901 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 37215 members 
Mstep: Class 9 contains 39407 members 
Mstep: Class 10 contains 13788 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46613 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 45161 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47223 members 
Mstep: Class 23 contains 6104 members 
Mstep: Class 24 contains 50158 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47667 members 
Mstep: Class 28 contains 48727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158400.000000 Penalty: 85816.687500
Iteration 267Q: 27 clusters Score -1.101584e+08 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 48818 members 
Mstep: Class 3 contains 53706 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50975 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2699 members 
Mstep: Class 8 contains 37379 members 
Mstep: Class 9 contains 39355 members 
Mstep: Class 10 contains 13707 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46596 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 45197 members 
Mstep: Class 17 contains 7027 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47198 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 50090 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47537 members 
Mstep: Class 28 contains 48719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159136.000000 Penalty: 85816.687500
Iteration 268Q: 27 clusters Score -1.101591e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 48623 members 
Mstep: Class 3 contains 53957 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51042 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 8 contains 37534 members 
Mstep: Class 9 contains 39317 members 
Mstep: Class 10 contains 13611 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46604 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45201 members 
Mstep: Class 17 contains 6934 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47177 members 
Mstep: Class 23 contains 6019 members 
Mstep: Class 24 contains 50067 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47431 members 
Mstep: Class 28 contains 48669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159368.000000 Penalty: 85816.687500
Iteration 269Q: 27 clusters Score -1.101594e+08 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 48470 members 
Mstep: Class 3 contains 54278 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51126 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 8 contains 37705 members 
Mstep: Class 9 contains 39273 members 
Mstep: Class 10 contains 13496 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46607 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 45207 members 
Mstep: Class 17 contains 6869 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47156 members 
Mstep: Class 23 contains 5992 members 
Mstep: Class 24 contains 49990 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47361 members 
Mstep: Class 28 contains 48499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159400.000000 Penalty: 85816.687500
Iteration 270Q: 27 clusters Score -1.101594e+08 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 48351 members 
Mstep: Class 3 contains 54699 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51231 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2699 members 
Mstep: Class 8 contains 37835 members 
Mstep: Class 9 contains 39217 members 
Mstep: Class 10 contains 13391 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46598 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 45209 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47103 members 
Mstep: Class 23 contains 5971 members 
Mstep: Class 24 contains 49925 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47307 members 
Mstep: Class 28 contains 48191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159400.000000 Penalty: 85816.687500
Iteration 271Q: 27 clusters Score -1.101594e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 48220 members 
Mstep: Class 3 contains 55110 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51331 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2699 members 
Mstep: Class 8 contains 38000 members 
Mstep: Class 9 contains 39154 members 
Mstep: Class 10 contains 13310 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46609 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 45207 members 
Mstep: Class 17 contains 6758 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47079 members 
Mstep: Class 23 contains 5953 members 
Mstep: Class 24 contains 49839 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47265 members 
Mstep: Class 28 contains 47783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159256.000000 Penalty: 85816.687500
Iteration 272Q: 27 clusters Score -1.101593e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 48110 members 
Mstep: Class 3 contains 55600 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51407 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2699 members 
Mstep: Class 8 contains 38187 members 
Mstep: Class 9 contains 39083 members 
Mstep: Class 10 contains 13234 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46637 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 45211 members 
Mstep: Class 17 contains 6714 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47053 members 
Mstep: Class 23 contains 5943 members 
Mstep: Class 24 contains 49748 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47179 members 
Mstep: Class 28 contains 47193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158688.000000 Penalty: 85816.687500
Iteration 273Q: 27 clusters Score -1.101587e+08 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 48006 members 
Mstep: Class 3 contains 56109 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51501 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 38386 members 
Mstep: Class 9 contains 39040 members 
Mstep: Class 10 contains 13149 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46699 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 45213 members 
Mstep: Class 17 contains 6658 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47030 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 49686 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47094 members 
Mstep: Class 28 contains 46528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110158312.000000 Penalty: 85816.687500
Iteration 274Q: 27 clusters Score -1.101583e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 47881 members 
Mstep: Class 3 contains 56532 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51598 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 38574 members 
Mstep: Class 9 contains 38968 members 
Mstep: Class 10 contains 13056 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46767 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 45216 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47052 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 49655 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47041 members 
Mstep: Class 28 contains 45885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157872.000000 Penalty: 85816.687500
Iteration 275Q: 27 clusters Score -1.101579e+08 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 47749 members 
Mstep: Class 3 contains 56978 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51717 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 38721 members 
Mstep: Class 9 contains 38923 members 
Mstep: Class 10 contains 12966 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46786 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45239 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47044 members 
Mstep: Class 23 contains 5948 members 
Mstep: Class 24 contains 49604 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46997 members 
Mstep: Class 28 contains 45311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157408.000000 Penalty: 85816.687500
Iteration 276Q: 27 clusters Score -1.101574e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 47644 members 
Mstep: Class 3 contains 57304 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51936 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 38882 members 
Mstep: Class 9 contains 38895 members 
Mstep: Class 10 contains 12884 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46835 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 6488 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47050 members 
Mstep: Class 23 contains 5946 members 
Mstep: Class 24 contains 49526 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46928 members 
Mstep: Class 28 contains 44745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110157072.000000 Penalty: 85816.687500
Iteration 277Q: 27 clusters Score -1.101571e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 47539 members 
Mstep: Class 3 contains 57570 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 52063 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 39077 members 
Mstep: Class 9 contains 38879 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46906 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45315 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47032 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 49454 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46891 members 
Mstep: Class 28 contains 44147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110156328.000000 Penalty: 85816.687500
Iteration 278Q: 27 clusters Score -1.101563e+08 nChanged 3598
Entering ConstructFrom: 
Score: -110156328.000000 Penalty: 85816.687500
Entering ConstructFrom: 
Trying to split cluster 1 (52795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Entering Unmasked Estep 
Score: -9844982.000000 Penalty: 2696.794678
	Iteration 0F: 2 clusters Score -9844982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -9812007.000000 Penalty: 5393.589355
	Iteration 0F: 3 clusters Score -9812007 nChanged 24533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -9825455.000000 Penalty: 5393.589355
	Iteration 1F: 3 clusters Score -9825455 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -9825977.000000 Penalty: 5393.589355
	Iteration 2Q: 3 clusters Score -9825977 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -9826554.000000 Penalty: 5393.589355
	Iteration 3Q: 3 clusters Score -9826554 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -9827068.000000 Penalty: 5393.589355
	Iteration 4Q: 3 clusters Score -9827068 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -9827813.000000 Penalty: 5393.589355
	Iteration 5Q: 3 clusters Score -9827813 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -9828804.000000 Penalty: 5393.589355
	Iteration 6Q: 3 clusters Score -9828804 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -9830187.000000 Penalty: 5393.589355
	Iteration 7F: 3 clusters Score -9830187 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -9832297.000000 Penalty: 5393.589355
	Iteration 8F: 3 clusters Score -9832297 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -9835000.000000 Penalty: 5393.589355
	Iteration 9F: 3 clusters Score -9835000 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -9837680.000000 Penalty: 5393.589355
	Iteration 10F: 3 clusters Score -9837680 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -9839570.000000 Penalty: 5393.589355
	Iteration 11Q: 3 clusters Score -9839570 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -9840593.000000 Penalty: 5393.589355
	Iteration 12Q: 3 clusters Score -9840593 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -9841490.000000 Penalty: 5393.589355
	Iteration 13Q: 3 clusters Score -9841490 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -9841938.000000 Penalty: 5393.589355
	Iteration 14Q: 3 clusters Score -9841938 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -9842231.000000 Penalty: 5393.589355
	Iteration 15Q: 3 clusters Score -9842231 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -9842483.000000 Penalty: 5393.589355
	Iteration 16Q: 3 clusters Score -9842483 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -9842662.000000 Penalty: 5393.589355
	Iteration 17Q: 3 clusters Score -9842662 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -9842809.000000 Penalty: 5393.589355
	Iteration 18Q: 3 clusters Score -9842809 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -9842962.000000 Penalty: 5393.589355
	Iteration 19Q: 3 clusters Score -9842962 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -9843052.000000 Penalty: 5393.589355
	Iteration 20F: 3 clusters Score -9843052 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -9843090.000000 Penalty: 5393.589355
	Iteration 21Q: 3 clusters Score -9843090 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -9843111.000000 Penalty: 5393.589355
	Iteration 22Q: 3 clusters Score -9843111 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9843108.000000 Penalty: 5393.589355
	Iteration 23Q: 3 clusters Score -9843108 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9843095.000000 Penalty: 5393.589355
	Iteration 24Q: 3 clusters Score -9843095 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9843082.000000 Penalty: 5393.589355
	Iteration 25Q: 3 clusters Score -9843082 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9843082.000000 Penalty: 5393.589355
	Iteration 26Q: 3 clusters Score -9843082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9843062.000000 Penalty: 5393.589355
	Iteration 27Q: 3 clusters Score -9843062 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9843068.000000 Penalty: 5393.589355
	Iteration 28Q: 3 clusters Score -9843068 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9843061.000000 Penalty: 5393.589355
	Iteration 29Q: 3 clusters Score -9843061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9843086.000000 Penalty: 5393.589355
	Iteration 30Q: 3 clusters Score -9843086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9843080.000000 Penalty: 5393.589355
	Iteration 31Q: 3 clusters Score -9843080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9843071.000000 Penalty: 5393.589355
	Iteration 32Q: 3 clusters Score -9843071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9843081.000000 Penalty: 5393.589355
	Iteration 33Q: 3 clusters Score -9843081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9843103.000000 Penalty: 5393.589355
	Iteration 34Q: 3 clusters Score -9843103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9843117.000000 Penalty: 5393.589355
	Iteration 35Q: 3 clusters Score -9843117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9843112.000000 Penalty: 5393.589355
	Iteration 36Q: 3 clusters Score -9843112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9843111.000000 Penalty: 5393.589355
	Iteration 37Q: 3 clusters Score -9843111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9843119.000000 Penalty: 5393.589355
	Iteration 38Q: 3 clusters Score -9843119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9843120.000000 Penalty: 5393.589355
	Iteration 39Q: 3 clusters Score -9843120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9843112.000000 Penalty: 5393.589355
	Iteration 40F: 3 clusters Score -9843112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9843114.000000 Penalty: 5393.589355
	Iteration 41Q: 3 clusters Score -9843114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9843101.000000 Penalty: 5393.589355
	Iteration 42Q: 3 clusters Score -9843101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9843110.000000 Penalty: 5393.589355
	Iteration 43Q: 3 clusters Score -9843110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9843107.000000 Penalty: 5393.589355
	Iteration 44Q: 3 clusters Score -9843107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9843113.000000 Penalty: 5393.589355
	Iteration 45Q: 3 clusters Score -9843113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9843117.000000 Penalty: 5393.589355
	Iteration 46Q: 3 clusters Score -9843117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9843110.000000 Penalty: 5393.589355
	Iteration 47Q: 3 clusters Score -9843110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9843110.000000 Penalty: 5393.589355
	Iteration 48Q: 3 clusters Score -9843110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9843104.000000 Penalty: 5393.589355
	Iteration 49Q: 3 clusters Score -9843104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9843123.000000 Penalty: 5393.589355
	Iteration 50Q: 3 clusters Score -9843123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9843112.000000 Penalty: 5393.589355
	Iteration 51Q: 3 clusters Score -9843112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9843110.000000 Penalty: 5393.589355
	Iteration 52Q: 3 clusters Score -9843110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9843116.000000 Penalty: 5393.589355
	Iteration 53Q: 3 clusters Score -9843116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9843129.000000 Penalty: 5393.589355
	Iteration 54Q: 3 clusters Score -9843129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9843126.000000 Penalty: 5393.589355
	Iteration 55Q: 3 clusters Score -9843126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9843127.000000 Penalty: 5393.589355
	Iteration 56Q: 3 clusters Score -9843127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9843115.000000 Penalty: 5393.589355
	Iteration 57Q: 3 clusters Score -9843115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9843123.000000 Penalty: 5393.589355
	Iteration 58Q: 3 clusters Score -9843123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9843125.000000 Penalty: 5393.589355
	Iteration 59Q: 3 clusters Score -9843125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9843129.000000 Penalty: 5393.589355
	Iteration 60F: 3 clusters Score -9843129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9843128.000000 Penalty: 5393.589355
	Iteration 61Q: 3 clusters Score -9843128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9843130.000000 Penalty: 5393.589355
	Iteration 62Q: 3 clusters Score -9843130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9843130.000000 Penalty: 5393.589355
	Iteration 63Q: 3 clusters Score -9843130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9843120.000000 Penalty: 5393.589355
	Iteration 64Q: 3 clusters Score -9843120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9843121.000000 Penalty: 5393.589355
	Iteration 65Q: 3 clusters Score -9843121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9843122.000000 Penalty: 5393.589355
	Iteration 66Q: 3 clusters Score -9843122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9843117.000000 Penalty: 5393.589355
	Iteration 67Q: 3 clusters Score -9843117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9843115.000000 Penalty: 5393.589355
	Iteration 68Q: 3 clusters Score -9843115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9843123.000000 Penalty: 5393.589355
	Iteration 69Q: 3 clusters Score -9843123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9843117.000000 Penalty: 5393.589355
	Iteration 70Q: 3 clusters Score -9843117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9843109.000000 Penalty: 5393.589355
	Iteration 71Q: 3 clusters Score -9843109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9843091.000000 Penalty: 5393.589355
	Iteration 72Q: 3 clusters Score -9843091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9843116.000000 Penalty: 5393.589355
	Iteration 73Q: 3 clusters Score -9843116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9843110.000000 Penalty: 5393.589355
	Iteration 74Q: 3 clusters Score -9843110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9843117.000000 Penalty: 5393.589355
	Iteration 75Q: 3 clusters Score -9843117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9843117.000000 Penalty: 5393.589355
	Iteration 76Q: 3 clusters Score -9843117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9843110.000000 Penalty: 5393.589355
	Iteration 77Q: 3 clusters Score -9843110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9843127.000000 Penalty: 5393.589355
	Iteration 78Q: 3 clusters Score -9843127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9843118.000000 Penalty: 5393.589355
	Iteration 79Q: 3 clusters Score -9843118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9843123.000000 Penalty: 5393.589355
	Iteration 80F: 3 clusters Score -9843123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9843118.000000 Penalty: 5393.589355
	Iteration 81Q: 3 clusters Score -9843118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9843118.000000 Penalty: 5393.589355
	Iteration 82F: 3 clusters Score -9843118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Entering Unmasked Estep 
Score: -8928769.000000 Penalty: 2670.641846
	Iteration 0F: 2 clusters Score -8928769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -8898913.000000 Penalty: 5341.283691
	Iteration 0F: 3 clusters Score -8898913 nChanged 21912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -8911122.000000 Penalty: 5341.283691
	Iteration 1F: 3 clusters Score -8911122 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -8911859.000000 Penalty: 5341.283691
	Iteration 2Q: 3 clusters Score -8911859 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -8912599.000000 Penalty: 5341.283691
	Iteration 3Q: 3 clusters Score -8912599 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -8913546.000000 Penalty: 5341.283691
	Iteration 4Q: 3 clusters Score -8913546 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -8914611.000000 Penalty: 5341.283691
	Iteration 5F: 3 clusters Score -8914611 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -8916056.000000 Penalty: 5341.283691
	Iteration 6F: 3 clusters Score -8916056 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -8917977.000000 Penalty: 5341.283691
	Iteration 7F: 3 clusters Score -8917977 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -8920086.000000 Penalty: 5341.283691
	Iteration 8F: 3 clusters Score -8920086 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -8922001.000000 Penalty: 5341.283691
	Iteration 9F: 3 clusters Score -8922001 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -8923708.000000 Penalty: 5341.283691
	Iteration 10F: 3 clusters Score -8923708 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8924864.000000 Penalty: 5341.283691
	Iteration 11Q: 3 clusters Score -8924864 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8925489.000000 Penalty: 5341.283691
	Iteration 12Q: 3 clusters Score -8925489 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8925985.000000 Penalty: 5341.283691
	Iteration 13Q: 3 clusters Score -8925985 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8926213.000000 Penalty: 5341.283691
	Iteration 14Q: 3 clusters Score -8926213 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8926318.000000 Penalty: 5341.283691
	Iteration 15Q: 3 clusters Score -8926318 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8926385.000000 Penalty: 5341.283691
	Iteration 16Q: 3 clusters Score -8926385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8926415.000000 Penalty: 5341.283691
	Iteration 17Q: 3 clusters Score -8926415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8926468.000000 Penalty: 5341.283691
	Iteration 18Q: 3 clusters Score -8926468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8926476.000000 Penalty: 5341.283691
	Iteration 19Q: 3 clusters Score -8926476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8926498.000000 Penalty: 5341.283691
	Iteration 20F: 3 clusters Score -8926498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8926515.000000 Penalty: 5341.283691
	Iteration 21Q: 3 clusters Score -8926515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8926529.000000 Penalty: 5341.283691
	Iteration 22Q: 3 clusters Score -8926529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8926529.000000 Penalty: 5341.283691
	Iteration 23Q: 3 clusters Score -8926529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8926541.000000 Penalty: 5341.283691
	Iteration 24Q: 3 clusters Score -8926541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8926535.000000 Penalty: 5341.283691
	Iteration 25Q: 3 clusters Score -8926535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8926543.000000 Penalty: 5341.283691
	Iteration 26Q: 3 clusters Score -8926543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8926545.000000 Penalty: 5341.283691
	Iteration 27Q: 3 clusters Score -8926545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8926552.000000 Penalty: 5341.283691
	Iteration 28Q: 3 clusters Score -8926552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8926555.000000 Penalty: 5341.283691
	Iteration 29Q: 3 clusters Score -8926555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8926557.000000 Penalty: 5341.283691
	Iteration 30Q: 3 clusters Score -8926557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8926570.000000 Penalty: 5341.283691
	Iteration 31Q: 3 clusters Score -8926570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8926574.000000 Penalty: 5341.283691
	Iteration 32Q: 3 clusters Score -8926574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8926577.000000 Penalty: 5341.283691
	Iteration 33Q: 3 clusters Score -8926577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8926577.000000 Penalty: 5341.283691
	Iteration 34F: 3 clusters Score -8926577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Entering Unmasked Estep 
Score: -10789032.000000 Penalty: 2718.990234
	Iteration 0F: 2 clusters Score -1.078903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -10756521.000000 Penalty: 5437.980469
	Iteration 0F: 3 clusters Score -1.075652e+07 nChanged 26745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -10771751.000000 Penalty: 5437.980469
	Iteration 1F: 3 clusters Score -1.077175e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -10772573.000000 Penalty: 5437.980469
	Iteration 2Q: 3 clusters Score -1.077257e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -10773355.000000 Penalty: 5437.980469
	Iteration 3Q: 3 clusters Score -1.077336e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -10774166.000000 Penalty: 5437.980469
	Iteration 4Q: 3 clusters Score -1.077417e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -10775256.000000 Penalty: 5437.980469
	Iteration 5Q: 3 clusters Score -1.077526e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -10776625.000000 Penalty: 5437.980469
	Iteration 6Q: 3 clusters Score -1.077662e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -10778471.000000 Penalty: 5437.980469
	Iteration 7Q: 3 clusters Score -1.077847e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -10780846.000000 Penalty: 5437.980469
	Iteration 8F: 3 clusters Score -1.078085e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -10783197.000000 Penalty: 5437.980469
	Iteration 9F: 3 clusters Score -1.07832e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -10784953.000000 Penalty: 5437.980469
	Iteration 10Q: 3 clusters Score -1.078495e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -10786099.000000 Penalty: 5437.980469
	Iteration 11Q: 3 clusters Score -1.07861e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -10786878.000000 Penalty: 5437.980469
	Iteration 12Q: 3 clusters Score -1.078688e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -10787414.000000 Penalty: 5437.980469
	Iteration 13Q: 3 clusters Score -1.078741e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -10788022.000000 Penalty: 5437.980469
	Iteration 14Q: 3 clusters Score -1.078802e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -10788576.000000 Penalty: 5437.980469
	Iteration 15Q: 3 clusters Score -1.078858e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -10788953.000000 Penalty: 5437.980469
	Iteration 16Q: 3 clusters Score -1.078895e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -10789363.000000 Penalty: 5437.980469
	Iteration 17Q: 3 clusters Score -1.078936e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -10789706.000000 Penalty: 5437.980469
	Iteration 18Q: 3 clusters Score -1.078971e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -10790258.000000 Penalty: 5437.980469
	Iteration 19Q: 3 clusters Score -1.079026e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -10790431.000000 Penalty: 5437.980469
	Iteration 20F: 3 clusters Score -1.079043e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -10790555.000000 Penalty: 5437.980469
	Iteration 21Q: 3 clusters Score -1.079056e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -10790670.000000 Penalty: 5437.980469
	Iteration 22Q: 3 clusters Score -1.079067e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -10790699.000000 Penalty: 5437.980469
	Iteration 23Q: 3 clusters Score -1.07907e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -10790810.000000 Penalty: 5437.980469
	Iteration 24Q: 3 clusters Score -1.079081e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -10790864.000000 Penalty: 5437.980469
	Iteration 25Q: 3 clusters Score -1.079086e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -10790878.000000 Penalty: 5437.980469
	Iteration 26Q: 3 clusters Score -1.079088e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -10790918.000000 Penalty: 5437.980469
	Iteration 27Q: 3 clusters Score -1.079092e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -10790898.000000 Penalty: 5437.980469
	Iteration 28Q: 3 clusters Score -1.07909e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -10790944.000000 Penalty: 5437.980469
	Iteration 29Q: 3 clusters Score -1.079094e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -10790936.000000 Penalty: 5437.980469
	Iteration 30Q: 3 clusters Score -1.079094e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -10790955.000000 Penalty: 5437.980469
	Iteration 31Q: 3 clusters Score -1.079096e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -10790936.000000 Penalty: 5437.980469
	Iteration 32Q: 3 clusters Score -1.079094e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -10790974.000000 Penalty: 5437.980469
	Iteration 33Q: 3 clusters Score -1.079097e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -10791002.000000 Penalty: 5437.980469
	Iteration 34Q: 3 clusters Score -1.0791e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -10791005.000000 Penalty: 5437.980469
	Iteration 35Q: 3 clusters Score -1.0791e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -10791006.000000 Penalty: 5437.980469
	Iteration 36Q: 3 clusters Score -1.079101e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -10791013.000000 Penalty: 5437.980469
	Iteration 37Q: 3 clusters Score -1.079101e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -10791012.000000 Penalty: 5437.980469
	Iteration 38Q: 3 clusters Score -1.079101e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -10790997.000000 Penalty: 5437.980469
	Iteration 39Q: 3 clusters Score -1.0791e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -10791031.000000 Penalty: 5437.980469
	Iteration 40F: 3 clusters Score -1.079103e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -10791028.000000 Penalty: 5437.980469
	Iteration 41Q: 3 clusters Score -1.079103e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -10791043.000000 Penalty: 5437.980469
	Iteration 42Q: 3 clusters Score -1.079104e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -10791043.000000 Penalty: 5437.980469
	Iteration 43Q: 3 clusters Score -1.079104e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -10791069.000000 Penalty: 5437.980469
	Iteration 44Q: 3 clusters Score -1.079107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -10791061.000000 Penalty: 5437.980469
	Iteration 45Q: 3 clusters Score -1.079106e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -10791044.000000 Penalty: 5437.980469
	Iteration 46Q: 3 clusters Score -1.079104e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -10791062.000000 Penalty: 5437.980469
	Iteration 47Q: 3 clusters Score -1.079106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -10791066.000000 Penalty: 5437.980469
	Iteration 48Q: 3 clusters Score -1.079107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -10791076.000000 Penalty: 5437.980469
	Iteration 49Q: 3 clusters Score -1.079108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -10791072.000000 Penalty: 5437.980469
	Iteration 50Q: 3 clusters Score -1.079107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -10791072.000000 Penalty: 5437.980469
	Iteration 51Q: 3 clusters Score -1.079107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -10791056.000000 Penalty: 5437.980469
	Iteration 52Q: 3 clusters Score -1.079106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -10791064.000000 Penalty: 5437.980469
	Iteration 53Q: 3 clusters Score -1.079106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -10791061.000000 Penalty: 5437.980469
	Iteration 54Q: 3 clusters Score -1.079106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -10791060.000000 Penalty: 5437.980469
	Iteration 55Q: 3 clusters Score -1.079106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -10791058.000000 Penalty: 5437.980469
	Iteration 56Q: 3 clusters Score -1.079106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -10791048.000000 Penalty: 5437.980469
	Iteration 57Q: 3 clusters Score -1.079105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -10791064.000000 Penalty: 5437.980469
	Iteration 58Q: 3 clusters Score -1.079106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -10791068.000000 Penalty: 5437.980469
	Iteration 59Q: 3 clusters Score -1.079107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -10791066.000000 Penalty: 5437.980469
	Iteration 60F: 3 clusters Score -1.079107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -10791061.000000 Penalty: 5437.980469
	Iteration 61Q: 3 clusters Score -1.079106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -10791077.000000 Penalty: 5437.980469
	Iteration 62Q: 3 clusters Score -1.079108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -10791079.000000 Penalty: 5437.980469
	Iteration 63Q: 3 clusters Score -1.079108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -10791079.000000 Penalty: 5437.980469
	Iteration 64Q: 3 clusters Score -1.079108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -10791082.000000 Penalty: 5437.980469
	Iteration 65Q: 3 clusters Score -1.079108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -10791070.000000 Penalty: 5437.980469
	Iteration 66Q: 3 clusters Score -1.079107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -10791081.000000 Penalty: 5437.980469
	Iteration 67Q: 3 clusters Score -1.079108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -10791070.000000 Penalty: 5437.980469
	Iteration 68Q: 3 clusters Score -1.079107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -10791069.000000 Penalty: 5437.980469
	Iteration 69Q: 3 clusters Score -1.079107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -10791073.000000 Penalty: 5437.980469
	Iteration 70Q: 3 clusters Score -1.079107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -10791074.000000 Penalty: 5437.980469
	Iteration 71Q: 3 clusters Score -1.079107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -10791070.000000 Penalty: 5437.980469
	Iteration 72Q: 3 clusters Score -1.079107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -10791068.000000 Penalty: 5437.980469
	Iteration 73Q: 3 clusters Score -1.079107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -10791074.000000 Penalty: 5437.980469
	Iteration 74Q: 3 clusters Score -1.079107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -10791074.000000 Penalty: 5437.980469
	Iteration 75F: 3 clusters Score -1.079107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 47511 members 
Mstep: Class 3 contains 46019 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 52289 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 39288 members 
Mstep: Class 9 contains 38860 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 11719 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46965 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45331 members 
Mstep: Class 17 contains 6391 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47048 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 49402 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46826 members 
Mstep: Class 28 contains 43575 members 
Entering Unmasked Estep 
Score: -110158544.000000 Penalty: 89117.335938
Splitting cluster 3 changes total score from -110156328.000000 to -110158544.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -69315.929688 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -69315.93 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 229 members 
Entering Unmasked Estep 
Score: -67938.296875 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -67938.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -68219.851562 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -68219.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -68460.945312 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -68460.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68604.437500 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -68604.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -68714.562500 Penalty: 3026.869141
	Iteration 4F: 3 clusters Score -68714.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -68812.945312 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -68812.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68875.585938 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -68875.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -68925.601562 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -68925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -68946.367188 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -68946.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -68960.390625 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -68960.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -68972.476562 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -68972.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -68972.476562 Penalty: 3026.869141
	Iteration 11F: 3 clusters Score -68972.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Entering Unmasked Estep 
Score: -9790053.000000 Penalty: 2694.406250
	Iteration 0F: 2 clusters Score -9790053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -9758999.000000 Penalty: 5388.812500
	Iteration 0F: 3 clusters Score -9758999 nChanged 24181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -9772374.000000 Penalty: 5388.812500
	Iteration 1F: 3 clusters Score -9772374 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -9773090.000000 Penalty: 5388.812500
	Iteration 2Q: 3 clusters Score -9773090 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -9773855.000000 Penalty: 5388.812500
	Iteration 3Q: 3 clusters Score -9773855 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -9774559.000000 Penalty: 5388.812500
	Iteration 4Q: 3 clusters Score -9774559 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -9775526.000000 Penalty: 5388.812500
	Iteration 5Q: 3 clusters Score -9775526 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -9776980.000000 Penalty: 5388.812500
	Iteration 6Q: 3 clusters Score -9776980 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -9778828.000000 Penalty: 5388.812500
	Iteration 7F: 3 clusters Score -9778828 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -9781083.000000 Penalty: 5388.812500
	Iteration 8F: 3 clusters Score -9781083 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -9783107.000000 Penalty: 5388.812500
	Iteration 9F: 3 clusters Score -9783107 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -9784804.000000 Penalty: 5388.812500
	Iteration 10Q: 3 clusters Score -9784804 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -9785983.000000 Penalty: 5388.812500
	Iteration 11Q: 3 clusters Score -9785983 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -9786544.000000 Penalty: 5388.812500
	Iteration 12Q: 3 clusters Score -9786544 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -9787050.000000 Penalty: 5388.812500
	Iteration 13Q: 3 clusters Score -9787050 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -9787428.000000 Penalty: 5388.812500
	Iteration 14Q: 3 clusters Score -9787428 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -9787728.000000 Penalty: 5388.812500
	Iteration 15Q: 3 clusters Score -9787728 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -9787947.000000 Penalty: 5388.812500
	Iteration 16Q: 3 clusters Score -9787947 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -9788164.000000 Penalty: 5388.812500
	Iteration 17Q: 3 clusters Score -9788164 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -9788312.000000 Penalty: 5388.812500
	Iteration 18Q: 3 clusters Score -9788312 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -9788451.000000 Penalty: 5388.812500
	Iteration 19Q: 3 clusters Score -9788451 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -9788559.000000 Penalty: 5388.812500
	Iteration 20F: 3 clusters Score -9788559 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -9788681.000000 Penalty: 5388.812500
	Iteration 21Q: 3 clusters Score -9788681 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -9788833.000000 Penalty: 5388.812500
	Iteration 22Q: 3 clusters Score -9788833 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -9788945.000000 Penalty: 5388.812500
	Iteration 23Q: 3 clusters Score -9788945 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -9788976.000000 Penalty: 5388.812500
	Iteration 24Q: 3 clusters Score -9788976 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -9789016.000000 Penalty: 5388.812500
	Iteration 25Q: 3 clusters Score -9789016 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -9789062.000000 Penalty: 5388.812500
	Iteration 26Q: 3 clusters Score -9789062 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -9789071.000000 Penalty: 5388.812500
	Iteration 27Q: 3 clusters Score -9789071 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -9789041.000000 Penalty: 5388.812500
	Iteration 28Q: 3 clusters Score -9789041 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -9789052.000000 Penalty: 5388.812500
	Iteration 29Q: 3 clusters Score -9789052 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -9789103.000000 Penalty: 5388.812500
	Iteration 30Q: 3 clusters Score -9789103 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -9789148.000000 Penalty: 5388.812500
	Iteration 31Q: 3 clusters Score -9789148 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -9789156.000000 Penalty: 5388.812500
	Iteration 32Q: 3 clusters Score -9789156 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -9789160.000000 Penalty: 5388.812500
	Iteration 33Q: 3 clusters Score -9789160 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -9789158.000000 Penalty: 5388.812500
	Iteration 34Q: 3 clusters Score -9789158 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -9789143.000000 Penalty: 5388.812500
	Iteration 35Q: 3 clusters Score -9789143 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -9789132.000000 Penalty: 5388.812500
	Iteration 36Q: 3 clusters Score -9789132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -9789143.000000 Penalty: 5388.812500
	Iteration 37Q: 3 clusters Score -9789143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -9789147.000000 Penalty: 5388.812500
	Iteration 38Q: 3 clusters Score -9789147 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -9789149.000000 Penalty: 5388.812500
	Iteration 39Q: 3 clusters Score -9789149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -9789158.000000 Penalty: 5388.812500
	Iteration 40F: 3 clusters Score -9789158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -9789159.000000 Penalty: 5388.812500
	Iteration 41Q: 3 clusters Score -9789159 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -9789135.000000 Penalty: 5388.812500
	Iteration 42Q: 3 clusters Score -9789135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -9789105.000000 Penalty: 5388.812500
	Iteration 43Q: 3 clusters Score -9789105 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -9789115.000000 Penalty: 5388.812500
	Iteration 44Q: 3 clusters Score -9789115 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -9789128.000000 Penalty: 5388.812500
	Iteration 45Q: 3 clusters Score -9789128 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -9789115.000000 Penalty: 5388.812500
	Iteration 46Q: 3 clusters Score -9789115 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -9789113.000000 Penalty: 5388.812500
	Iteration 47Q: 3 clusters Score -9789113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -9789104.000000 Penalty: 5388.812500
	Iteration 48Q: 3 clusters Score -9789104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -9789115.000000 Penalty: 5388.812500
	Iteration 49Q: 3 clusters Score -9789115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -9789111.000000 Penalty: 5388.812500
	Iteration 50Q: 3 clusters Score -9789111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -9789133.000000 Penalty: 5388.812500
	Iteration 51Q: 3 clusters Score -9789133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -9789119.000000 Penalty: 5388.812500
	Iteration 52Q: 3 clusters Score -9789119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -9789098.000000 Penalty: 5388.812500
	Iteration 53Q: 3 clusters Score -9789098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -9789097.000000 Penalty: 5388.812500
	Iteration 54Q: 3 clusters Score -9789097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -9789097.000000 Penalty: 5388.812500
	Iteration 55Q: 3 clusters Score -9789097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -9789105.000000 Penalty: 5388.812500
	Iteration 56Q: 3 clusters Score -9789105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -9789091.000000 Penalty: 5388.812500
	Iteration 57Q: 3 clusters Score -9789091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -9789099.000000 Penalty: 5388.812500
	Iteration 58Q: 3 clusters Score -9789099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -9789100.000000 Penalty: 5388.812500
	Iteration 59Q: 3 clusters Score -9789100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -9789100.000000 Penalty: 5388.812500
	Iteration 60F: 3 clusters Score -9789100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -9789102.000000 Penalty: 5388.812500
	Iteration 61Q: 3 clusters Score -9789102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -9789107.000000 Penalty: 5388.812500
	Iteration 62Q: 3 clusters Score -9789107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -9789108.000000 Penalty: 5388.812500
	Iteration 63Q: 3 clusters Score -9789108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -9789108.000000 Penalty: 5388.812500
	Iteration 64F: 3 clusters Score -9789108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -56178.007812 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -56178.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54861.367188 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -54861.37 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55038.949219 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -55038.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55089.660156 Penalty: 2874.844727
	Iteration 2Q: 3 clusters Score -55089.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55112.105469 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -55112.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55121.128906 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -55121.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55130.515625 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -55130.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55134.640625 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -55134.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55134.640625 Penalty: 2874.844727
	Iteration 7F: 3 clusters Score -55134.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -482736.250000 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -482736.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -479596.500000 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -479596.5 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -480208.156250 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -480208.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -480357.718750 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -480357.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -480445.625000 Penalty: 3918.347900
	Iteration 3Q: 3 clusters Score -480445.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -480493.312500 Penalty: 3918.347900
	Iteration 4Q: 3 clusters Score -480493.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -480525.875000 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -480525.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -480548.781250 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -480548.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -480569.531250 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -480569.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -480589.500000 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -480589.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -480608.875000 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -480608.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -480624.000000 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -480624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -480632.937500 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -480632.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -480639.437500 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -480639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -480642.875000 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -480642.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -480644.562500 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -480644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -480648.312500 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -480648.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -480651.531250 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -480651.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -480655.625000 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -480655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -480656.843750 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -480656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -480661.156250 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -480661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -480663.250000 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -480663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -480664.875000 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -480664.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -480664.875000 Penalty: 3918.347900
	Iteration 22F: 3 clusters Score -480664.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Entering Unmasked Estep 
Score: -7290424.500000 Penalty: 2623.511230
	Iteration 0F: 2 clusters Score -7290424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -7263936.000000 Penalty: 5247.022461
	Iteration 0F: 3 clusters Score -7263936 nChanged 17986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -7274276.500000 Penalty: 5247.022461
	Iteration 1F: 3 clusters Score -7274276 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -7275328.000000 Penalty: 5247.022461
	Iteration 2F: 3 clusters Score -7275328 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -7276440.000000 Penalty: 5247.022461
	Iteration 3F: 3 clusters Score -7276440 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -7277823.000000 Penalty: 5247.022461
	Iteration 4F: 3 clusters Score -7277823 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -7279510.000000 Penalty: 5247.022461
	Iteration 5F: 3 clusters Score -7279510 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -7281597.500000 Penalty: 5247.022461
	Iteration 6F: 3 clusters Score -7281598 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -7283964.500000 Penalty: 5247.022461
	Iteration 7F: 3 clusters Score -7283964 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -7285612.000000 Penalty: 5247.022461
	Iteration 8F: 3 clusters Score -7285612 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -7286297.500000 Penalty: 5247.022461
	Iteration 9Q: 3 clusters Score -7286298 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -7286577.000000 Penalty: 5247.022461
	Iteration 10Q: 3 clusters Score -7286577 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -7286800.000000 Penalty: 5247.022461
	Iteration 11Q: 3 clusters Score -7286800 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -7286957.000000 Penalty: 5247.022461
	Iteration 12Q: 3 clusters Score -7286957 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -7287046.500000 Penalty: 5247.022461
	Iteration 13Q: 3 clusters Score -7287046 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -7287173.000000 Penalty: 5247.022461
	Iteration 14Q: 3 clusters Score -7287173 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -7287263.000000 Penalty: 5247.022461
	Iteration 15Q: 3 clusters Score -7287263 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -7287336.000000 Penalty: 5247.022461
	Iteration 16Q: 3 clusters Score -7287336 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -7287393.500000 Penalty: 5247.022461
	Iteration 17Q: 3 clusters Score -7287394 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -7287431.500000 Penalty: 5247.022461
	Iteration 18Q: 3 clusters Score -7287432 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -7287510.000000 Penalty: 5247.022461
	Iteration 19Q: 3 clusters Score -7287510 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -7287567.000000 Penalty: 5247.022461
	Iteration 20F: 3 clusters Score -7287567 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -7287634.500000 Penalty: 5247.022461
	Iteration 21Q: 3 clusters Score -7287634 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -7287671.500000 Penalty: 5247.022461
	Iteration 22Q: 3 clusters Score -7287672 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -7287731.000000 Penalty: 5247.022461
	Iteration 23Q: 3 clusters Score -7287731 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -7287772.500000 Penalty: 5247.022461
	Iteration 24Q: 3 clusters Score -7287772 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -7287837.500000 Penalty: 5247.022461
	Iteration 25Q: 3 clusters Score -7287838 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -7287883.000000 Penalty: 5247.022461
	Iteration 26Q: 3 clusters Score -7287883 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -7287967.500000 Penalty: 5247.022461
	Iteration 27Q: 3 clusters Score -7287968 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -7288017.500000 Penalty: 5247.022461
	Iteration 28Q: 3 clusters Score -7288018 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -7288049.000000 Penalty: 5247.022461
	Iteration 29Q: 3 clusters Score -7288049 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -7288085.000000 Penalty: 5247.022461
	Iteration 30Q: 3 clusters Score -7288085 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -7288119.500000 Penalty: 5247.022461
	Iteration 31Q: 3 clusters Score -7288120 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -7288176.000000 Penalty: 5247.022461
	Iteration 32Q: 3 clusters Score -7288176 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -7288223.000000 Penalty: 5247.022461
	Iteration 33Q: 3 clusters Score -7288223 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -7288232.000000 Penalty: 5247.022461
	Iteration 34Q: 3 clusters Score -7288232 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -7288249.500000 Penalty: 5247.022461
	Iteration 35Q: 3 clusters Score -7288250 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -7288245.000000 Penalty: 5247.022461
	Iteration 36Q: 3 clusters Score -7288245 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -7288276.500000 Penalty: 5247.022461
	Iteration 37Q: 3 clusters Score -7288276 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -7288306.500000 Penalty: 5247.022461
	Iteration 38Q: 3 clusters Score -7288306 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -7288338.000000 Penalty: 5247.022461
	Iteration 39Q: 3 clusters Score -7288338 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -7288358.500000 Penalty: 5247.022461
	Iteration 40F: 3 clusters Score -7288358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -7288386.500000 Penalty: 5247.022461
	Iteration 41Q: 3 clusters Score -7288386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -7288403.000000 Penalty: 5247.022461
	Iteration 42Q: 3 clusters Score -7288403 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -7288425.500000 Penalty: 5247.022461
	Iteration 43Q: 3 clusters Score -7288426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -7288435.000000 Penalty: 5247.022461
	Iteration 44Q: 3 clusters Score -7288435 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -7288458.500000 Penalty: 5247.022461
	Iteration 45Q: 3 clusters Score -7288458 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -7288481.000000 Penalty: 5247.022461
	Iteration 46Q: 3 clusters Score -7288481 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7288494.500000 Penalty: 5247.022461
	Iteration 47Q: 3 clusters Score -7288494 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -7288499.000000 Penalty: 5247.022461
	Iteration 48Q: 3 clusters Score -7288499 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -7288520.500000 Penalty: 5247.022461
	Iteration 49Q: 3 clusters Score -7288520 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -7288533.000000 Penalty: 5247.022461
	Iteration 50Q: 3 clusters Score -7288533 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -7288531.000000 Penalty: 5247.022461
	Iteration 51Q: 3 clusters Score -7288531 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -7288549.000000 Penalty: 5247.022461
	Iteration 52Q: 3 clusters Score -7288549 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7288577.500000 Penalty: 5247.022461
	Iteration 53Q: 3 clusters Score -7288578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -7288565.500000 Penalty: 5247.022461
	Iteration 54Q: 3 clusters Score -7288566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -7288583.500000 Penalty: 5247.022461
	Iteration 55Q: 3 clusters Score -7288584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -7288583.000000 Penalty: 5247.022461
	Iteration 56Q: 3 clusters Score -7288583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7288598.000000 Penalty: 5247.022461
	Iteration 57Q: 3 clusters Score -7288598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -7288605.000000 Penalty: 5247.022461
	Iteration 58Q: 3 clusters Score -7288605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -7288606.500000 Penalty: 5247.022461
	Iteration 59Q: 3 clusters Score -7288606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7288616.500000 Penalty: 5247.022461
	Iteration 60F: 3 clusters Score -7288616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -7288613.500000 Penalty: 5247.022461
	Iteration 61Q: 3 clusters Score -7288614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -7288625.500000 Penalty: 5247.022461
	Iteration 62Q: 3 clusters Score -7288626 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7288619.000000 Penalty: 5247.022461
	Iteration 63Q: 3 clusters Score -7288619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -7288635.000000 Penalty: 5247.022461
	Iteration 64Q: 3 clusters Score -7288635 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -7288642.500000 Penalty: 5247.022461
	Iteration 65Q: 3 clusters Score -7288642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -7288658.500000 Penalty: 5247.022461
	Iteration 66Q: 3 clusters Score -7288658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -7288672.000000 Penalty: 5247.022461
	Iteration 67Q: 3 clusters Score -7288672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -7288657.500000 Penalty: 5247.022461
	Iteration 68Q: 3 clusters Score -7288658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -7288679.500000 Penalty: 5247.022461
	Iteration 69Q: 3 clusters Score -7288680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7288662.000000 Penalty: 5247.022461
	Iteration 70Q: 3 clusters Score -7288662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7288658.500000 Penalty: 5247.022461
	Iteration 71Q: 3 clusters Score -7288658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7288662.500000 Penalty: 5247.022461
	Iteration 72Q: 3 clusters Score -7288662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7288658.000000 Penalty: 5247.022461
	Iteration 73Q: 3 clusters Score -7288658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7288682.500000 Penalty: 5247.022461
	Iteration 74Q: 3 clusters Score -7288682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7288703.000000 Penalty: 5247.022461
	Iteration 75Q: 3 clusters Score -7288703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7288699.000000 Penalty: 5247.022461
	Iteration 76Q: 3 clusters Score -7288699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -7288698.000000 Penalty: 5247.022461
	Iteration 77Q: 3 clusters Score -7288698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7288700.500000 Penalty: 5247.022461
	Iteration 78Q: 3 clusters Score -7288700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7288708.500000 Penalty: 5247.022461
	Iteration 79Q: 3 clusters Score -7288708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -7288705.500000 Penalty: 5247.022461
	Iteration 80F: 3 clusters Score -7288706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7288704.500000 Penalty: 5247.022461
	Iteration 81Q: 3 clusters Score -7288704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7288712.500000 Penalty: 5247.022461
	Iteration 82Q: 3 clusters Score -7288712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7288704.000000 Penalty: 5247.022461
	Iteration 83Q: 3 clusters Score -7288704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7288714.000000 Penalty: 5247.022461
	Iteration 84Q: 3 clusters Score -7288714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7288704.000000 Penalty: 5247.022461
	Iteration 85Q: 3 clusters Score -7288704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7288722.000000 Penalty: 5247.022461
	Iteration 86Q: 3 clusters Score -7288722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7288723.500000 Penalty: 5247.022461
	Iteration 87Q: 3 clusters Score -7288724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7288728.000000 Penalty: 5247.022461
	Iteration 88Q: 3 clusters Score -7288728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7288739.000000 Penalty: 5247.022461
	Iteration 89Q: 3 clusters Score -7288739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7288744.000000 Penalty: 5247.022461
	Iteration 90Q: 3 clusters Score -7288744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7288747.500000 Penalty: 5247.022461
	Iteration 91Q: 3 clusters Score -7288748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7288755.500000 Penalty: 5247.022461
	Iteration 92Q: 3 clusters Score -7288756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7288763.500000 Penalty: 5247.022461
	Iteration 93Q: 3 clusters Score -7288764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7288768.000000 Penalty: 5247.022461
	Iteration 94Q: 3 clusters Score -7288768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7288771.000000 Penalty: 5247.022461
	Iteration 95Q: 3 clusters Score -7288771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7288782.500000 Penalty: 5247.022461
	Iteration 96Q: 3 clusters Score -7288782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7288777.500000 Penalty: 5247.022461
	Iteration 97Q: 3 clusters Score -7288778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7288783.500000 Penalty: 5247.022461
	Iteration 98Q: 3 clusters Score -7288784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7288773.000000 Penalty: 5247.022461
	Iteration 99Q: 3 clusters Score -7288773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7288758.000000 Penalty: 5247.022461
	Iteration 100F: 3 clusters Score -7288758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7288773.500000 Penalty: 5247.022461
	Iteration 101Q: 3 clusters Score -7288774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7288766.500000 Penalty: 5247.022461
	Iteration 102Q: 3 clusters Score -7288766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7288756.500000 Penalty: 5247.022461
	Iteration 103Q: 3 clusters Score -7288756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7288768.500000 Penalty: 5247.022461
	Iteration 104Q: 3 clusters Score -7288768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -7288767.500000 Penalty: 5247.022461
	Iteration 105Q: 3 clusters Score -7288768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7288770.000000 Penalty: 5247.022461
	Iteration 106Q: 3 clusters Score -7288770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7288773.500000 Penalty: 5247.022461
	Iteration 107Q: 3 clusters Score -7288774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7288773.000000 Penalty: 5247.022461
	Iteration 108Q: 3 clusters Score -7288773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7288773.000000 Penalty: 5247.022461
	Iteration 109Q: 3 clusters Score -7288773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7288765.500000 Penalty: 5247.022461
	Iteration 110Q: 3 clusters Score -7288766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7288766.000000 Penalty: 5247.022461
	Iteration 111Q: 3 clusters Score -7288766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7288774.500000 Penalty: 5247.022461
	Iteration 112Q: 3 clusters Score -7288774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7288775.500000 Penalty: 5247.022461
	Iteration 113Q: 3 clusters Score -7288776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7288775.000000 Penalty: 5247.022461
	Iteration 114Q: 3 clusters Score -7288775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7288771.500000 Penalty: 5247.022461
	Iteration 115Q: 3 clusters Score -7288772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7288775.500000 Penalty: 5247.022461
	Iteration 116Q: 3 clusters Score -7288776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7288772.000000 Penalty: 5247.022461
	Iteration 117Q: 3 clusters Score -7288772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7288772.500000 Penalty: 5247.022461
	Iteration 118Q: 3 clusters Score -7288772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7288774.000000 Penalty: 5247.022461
	Iteration 119Q: 3 clusters Score -7288774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7288779.500000 Penalty: 5247.022461
	Iteration 120F: 3 clusters Score -7288780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7288780.500000 Penalty: 5247.022461
	Iteration 121Q: 3 clusters Score -7288780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7288779.500000 Penalty: 5247.022461
	Iteration 122Q: 3 clusters Score -7288780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7288779.500000 Penalty: 5247.022461
	Iteration 123F: 3 clusters Score -7288780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Entering Unmasked Estep 
Score: -7033835.000000 Penalty: 2620.794678
	Iteration 0F: 2 clusters Score -7033835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -7007361.000000 Penalty: 5241.589355
	Iteration 0F: 3 clusters Score -7007361 nChanged 17930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -7016944.000000 Penalty: 5241.589355
	Iteration 1F: 3 clusters Score -7016944 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -7017351.500000 Penalty: 5241.589355
	Iteration 2Q: 3 clusters Score -7017352 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -7017684.500000 Penalty: 5241.589355
	Iteration 3Q: 3 clusters Score -7017684 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -7018019.500000 Penalty: 5241.589355
	Iteration 4Q: 3 clusters Score -7018020 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -7018339.500000 Penalty: 5241.589355
	Iteration 5Q: 3 clusters Score -7018340 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -7018638.500000 Penalty: 5241.589355
	Iteration 6Q: 3 clusters Score -7018638 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -7018983.500000 Penalty: 5241.589355
	Iteration 7Q: 3 clusters Score -7018984 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -7019534.500000 Penalty: 5241.589355
	Iteration 8Q: 3 clusters Score -7019534 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -7020325.500000 Penalty: 5241.589355
	Iteration 9Q: 3 clusters Score -7020326 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -7021507.500000 Penalty: 5241.589355
	Iteration 10F: 3 clusters Score -7021508 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -7023256.500000 Penalty: 5241.589355
	Iteration 11F: 3 clusters Score -7023256 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -7025394.000000 Penalty: 5241.589355
	Iteration 12F: 3 clusters Score -7025394 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -7027564.000000 Penalty: 5241.589355
	Iteration 13F: 3 clusters Score -7027564 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -7029185.000000 Penalty: 5241.589355
	Iteration 14Q: 3 clusters Score -7029185 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -7030220.000000 Penalty: 5241.589355
	Iteration 15Q: 3 clusters Score -7030220 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -7030766.000000 Penalty: 5241.589355
	Iteration 16Q: 3 clusters Score -7030766 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -7031072.500000 Penalty: 5241.589355
	Iteration 17Q: 3 clusters Score -7031072 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -7031231.000000 Penalty: 5241.589355
	Iteration 18Q: 3 clusters Score -7031231 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -7031349.000000 Penalty: 5241.589355
	Iteration 19Q: 3 clusters Score -7031349 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -7031409.000000 Penalty: 5241.589355
	Iteration 20F: 3 clusters Score -7031409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -7031465.000000 Penalty: 5241.589355
	Iteration 21Q: 3 clusters Score -7031465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -7031502.500000 Penalty: 5241.589355
	Iteration 22Q: 3 clusters Score -7031502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -7031548.000000 Penalty: 5241.589355
	Iteration 23Q: 3 clusters Score -7031548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -7031557.500000 Penalty: 5241.589355
	Iteration 24Q: 3 clusters Score -7031558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -7031573.000000 Penalty: 5241.589355
	Iteration 25Q: 3 clusters Score -7031573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -7031576.500000 Penalty: 5241.589355
	Iteration 26Q: 3 clusters Score -7031576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -7031576.000000 Penalty: 5241.589355
	Iteration 27Q: 3 clusters Score -7031576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -7031580.000000 Penalty: 5241.589355
	Iteration 28Q: 3 clusters Score -7031580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -7031585.500000 Penalty: 5241.589355
	Iteration 29Q: 3 clusters Score -7031586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -7031587.500000 Penalty: 5241.589355
	Iteration 30Q: 3 clusters Score -7031588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -7031585.500000 Penalty: 5241.589355
	Iteration 31Q: 3 clusters Score -7031586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -7031585.500000 Penalty: 5241.589355
	Iteration 32F: 3 clusters Score -7031586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Entering Unmasked Estep 
Score: -2363750.250000 Penalty: 2343.186523
	Iteration 0F: 2 clusters Score -2363750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2354352.000000 Penalty: 4686.373047
	Iteration 0F: 3 clusters Score -2354352 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2357267.250000 Penalty: 4686.373047
	Iteration 1F: 3 clusters Score -2357267 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2357613.500000 Penalty: 4686.373047
	Iteration 2F: 3 clusters Score -2357614 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2357859.500000 Penalty: 4686.373047
	Iteration 3Q: 3 clusters Score -2357860 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2358056.000000 Penalty: 4686.373047
	Iteration 4Q: 3 clusters Score -2358056 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2358279.000000 Penalty: 4686.373047
	Iteration 5Q: 3 clusters Score -2358279 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2358519.750000 Penalty: 4686.373047
	Iteration 6Q: 3 clusters Score -2358520 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2358780.000000 Penalty: 4686.373047
	Iteration 7Q: 3 clusters Score -2358780 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2359112.750000 Penalty: 4686.373047
	Iteration 8Q: 3 clusters Score -2359113 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2359548.500000 Penalty: 4686.373047
	Iteration 9F: 3 clusters Score -2359548 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2359998.250000 Penalty: 4686.373047
	Iteration 10Q: 3 clusters Score -2359998 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2360465.750000 Penalty: 4686.373047
	Iteration 11Q: 3 clusters Score -2360466 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2360908.500000 Penalty: 4686.373047
	Iteration 12Q: 3 clusters Score -2360908 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2361228.250000 Penalty: 4686.373047
	Iteration 13Q: 3 clusters Score -2361228 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2361461.500000 Penalty: 4686.373047
	Iteration 14Q: 3 clusters Score -2361462 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2361587.000000 Penalty: 4686.373047
	Iteration 15Q: 3 clusters Score -2361587 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2361677.500000 Penalty: 4686.373047
	Iteration 16Q: 3 clusters Score -2361678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2361736.750000 Penalty: 4686.373047
	Iteration 17Q: 3 clusters Score -2361737 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2361768.750000 Penalty: 4686.373047
	Iteration 18Q: 3 clusters Score -2361769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2361791.250000 Penalty: 4686.373047
	Iteration 19Q: 3 clusters Score -2361791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2361814.500000 Penalty: 4686.373047
	Iteration 20F: 3 clusters Score -2361814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2361837.000000 Penalty: 4686.373047
	Iteration 21Q: 3 clusters Score -2361837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2361852.250000 Penalty: 4686.373047
	Iteration 22Q: 3 clusters Score -2361852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2361860.250000 Penalty: 4686.373047
	Iteration 23Q: 3 clusters Score -2361860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2361863.500000 Penalty: 4686.373047
	Iteration 24Q: 3 clusters Score -2361864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2361871.000000 Penalty: 4686.373047
	Iteration 25Q: 3 clusters Score -2361871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2361878.000000 Penalty: 4686.373047
	Iteration 26Q: 3 clusters Score -2361878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2361883.250000 Penalty: 4686.373047
	Iteration 27Q: 3 clusters Score -2361883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2361887.000000 Penalty: 4686.373047
	Iteration 28Q: 3 clusters Score -2361887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2361888.250000 Penalty: 4686.373047
	Iteration 29Q: 3 clusters Score -2361888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2361889.000000 Penalty: 4686.373047
	Iteration 30Q: 3 clusters Score -2361889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2361894.750000 Penalty: 4686.373047
	Iteration 31Q: 3 clusters Score -2361895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2361897.750000 Penalty: 4686.373047
	Iteration 32Q: 3 clusters Score -2361898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2361903.250000 Penalty: 4686.373047
	Iteration 33Q: 3 clusters Score -2361903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2361898.000000 Penalty: 4686.373047
	Iteration 34Q: 3 clusters Score -2361898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2361905.250000 Penalty: 4686.373047
	Iteration 35Q: 3 clusters Score -2361905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2361903.250000 Penalty: 4686.373047
	Iteration 36Q: 3 clusters Score -2361903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2361904.000000 Penalty: 4686.373047
	Iteration 37Q: 3 clusters Score -2361904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2361904.000000 Penalty: 4686.373047
	Iteration 38Q: 3 clusters Score -2361904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2361903.000000 Penalty: 4686.373047
	Iteration 39Q: 3 clusters Score -2361903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2361901.250000 Penalty: 4686.373047
	Iteration 40F: 3 clusters Score -2361901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2361903.500000 Penalty: 4686.373047
	Iteration 41Q: 3 clusters Score -2361904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2361904.500000 Penalty: 4686.373047
	Iteration 42Q: 3 clusters Score -2361904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2361907.750000 Penalty: 4686.373047
	Iteration 43Q: 3 clusters Score -2361908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2361908.750000 Penalty: 4686.373047
	Iteration 44Q: 3 clusters Score -2361909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2361911.000000 Penalty: 4686.373047
	Iteration 45Q: 3 clusters Score -2361911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2361912.750000 Penalty: 4686.373047
	Iteration 46Q: 3 clusters Score -2361913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2361912.500000 Penalty: 4686.373047
	Iteration 47Q: 3 clusters Score -2361912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2361919.000000 Penalty: 4686.373047
	Iteration 48Q: 3 clusters Score -2361919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2361919.500000 Penalty: 4686.373047
	Iteration 49Q: 3 clusters Score -2361920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2361919.250000 Penalty: 4686.373047
	Iteration 50Q: 3 clusters Score -2361919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2361918.000000 Penalty: 4686.373047
	Iteration 51Q: 3 clusters Score -2361918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2361918.000000 Penalty: 4686.373047
	Iteration 52F: 3 clusters Score -2361918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -175700.421875 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -175700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -173714.859375 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -173714.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -174057.765625 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -174057.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -174232.453125 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -174232.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -174378.500000 Penalty: 3459.805176
	Iteration 3F: 3 clusters Score -174378.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -174544.187500 Penalty: 3459.805176
	Iteration 4Q: 3 clusters Score -174544.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -174694.406250 Penalty: 3459.805176
	Iteration 5Q: 3 clusters Score -174694.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -174772.593750 Penalty: 3459.805176
	Iteration 6Q: 3 clusters Score -174772.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -174832.734375 Penalty: 3459.805176
	Iteration 7Q: 3 clusters Score -174832.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -174860.125000 Penalty: 3459.805176
	Iteration 8Q: 3 clusters Score -174860.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -174889.296875 Penalty: 3459.805176
	Iteration 9Q: 3 clusters Score -174889.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -174911.531250 Penalty: 3459.805176
	Iteration 10Q: 3 clusters Score -174911.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -174940.109375 Penalty: 3459.805176
	Iteration 11Q: 3 clusters Score -174940.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -174974.703125 Penalty: 3459.805176
	Iteration 12Q: 3 clusters Score -174974.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -175007.421875 Penalty: 3459.805176
	Iteration 13Q: 3 clusters Score -175007.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -175032.546875 Penalty: 3459.805176
	Iteration 14Q: 3 clusters Score -175032.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -175066.906250 Penalty: 3459.805176
	Iteration 15Q: 3 clusters Score -175066.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -175084.921875 Penalty: 3459.805176
	Iteration 16Q: 3 clusters Score -175084.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -175096.937500 Penalty: 3459.805176
	Iteration 17Q: 3 clusters Score -175096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -175109.093750 Penalty: 3459.805176
	Iteration 18Q: 3 clusters Score -175109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -175112.703125 Penalty: 3459.805176
	Iteration 19Q: 3 clusters Score -175112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -175113.734375 Penalty: 3459.805176
	Iteration 20F: 3 clusters Score -175113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -175114.312500 Penalty: 3459.805176
	Iteration 21Q: 3 clusters Score -175114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -175116.140625 Penalty: 3459.805176
	Iteration 22Q: 3 clusters Score -175116.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -175116.140625 Penalty: 3459.805176
	Iteration 23F: 3 clusters Score -175116.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Entering Unmasked Estep 
Score: -8745292.000000 Penalty: 2667.775146
	Iteration 0F: 2 clusters Score -8745292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -8715331.000000 Penalty: 5335.550293
	Iteration 0F: 3 clusters Score -8715331 nChanged 21776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -8727231.000000 Penalty: 5335.550293
	Iteration 1F: 3 clusters Score -8727231 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -8727909.000000 Penalty: 5335.550293
	Iteration 2Q: 3 clusters Score -8727909 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -8728625.000000 Penalty: 5335.550293
	Iteration 3Q: 3 clusters Score -8728625 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -8729673.000000 Penalty: 5335.550293
	Iteration 4Q: 3 clusters Score -8729673 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -8730987.000000 Penalty: 5335.550293
	Iteration 5Q: 3 clusters Score -8730987 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -8732853.000000 Penalty: 5335.550293
	Iteration 6F: 3 clusters Score -8732853 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8735004.000000 Penalty: 5335.550293
	Iteration 7F: 3 clusters Score -8735004 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -8736843.000000 Penalty: 5335.550293
	Iteration 8F: 3 clusters Score -8736843 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -8738378.000000 Penalty: 5335.550293
	Iteration 9Q: 3 clusters Score -8738378 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -8739514.000000 Penalty: 5335.550293
	Iteration 10Q: 3 clusters Score -8739514 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -8740164.000000 Penalty: 5335.550293
	Iteration 11Q: 3 clusters Score -8740164 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -8740661.000000 Penalty: 5335.550293
	Iteration 12Q: 3 clusters Score -8740661 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -8740964.000000 Penalty: 5335.550293
	Iteration 13Q: 3 clusters Score -8740964 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -8741233.000000 Penalty: 5335.550293
	Iteration 14Q: 3 clusters Score -8741233 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -8741464.000000 Penalty: 5335.550293
	Iteration 15Q: 3 clusters Score -8741464 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -8741653.000000 Penalty: 5335.550293
	Iteration 16Q: 3 clusters Score -8741653 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8741825.000000 Penalty: 5335.550293
	Iteration 17Q: 3 clusters Score -8741825 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -8741960.000000 Penalty: 5335.550293
	Iteration 18Q: 3 clusters Score -8741960 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -8742071.000000 Penalty: 5335.550293
	Iteration 19Q: 3 clusters Score -8742071 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -8742161.000000 Penalty: 5335.550293
	Iteration 20F: 3 clusters Score -8742161 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -8742249.000000 Penalty: 5335.550293
	Iteration 21Q: 3 clusters Score -8742249 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -8742361.000000 Penalty: 5335.550293
	Iteration 22Q: 3 clusters Score -8742361 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -8742463.000000 Penalty: 5335.550293
	Iteration 23Q: 3 clusters Score -8742463 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8742507.000000 Penalty: 5335.550293
	Iteration 24Q: 3 clusters Score -8742507 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8742570.000000 Penalty: 5335.550293
	Iteration 25Q: 3 clusters Score -8742570 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8742639.000000 Penalty: 5335.550293
	Iteration 26Q: 3 clusters Score -8742639 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -8742696.000000 Penalty: 5335.550293
	Iteration 27Q: 3 clusters Score -8742696 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -8742743.000000 Penalty: 5335.550293
	Iteration 28Q: 3 clusters Score -8742743 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8742772.000000 Penalty: 5335.550293
	Iteration 29Q: 3 clusters Score -8742772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -8742790.000000 Penalty: 5335.550293
	Iteration 30Q: 3 clusters Score -8742790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -8742806.000000 Penalty: 5335.550293
	Iteration 31Q: 3 clusters Score -8742806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -8742828.000000 Penalty: 5335.550293
	Iteration 32Q: 3 clusters Score -8742828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -8742849.000000 Penalty: 5335.550293
	Iteration 33Q: 3 clusters Score -8742849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -8742848.000000 Penalty: 5335.550293
	Iteration 34Q: 3 clusters Score -8742848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8742855.000000 Penalty: 5335.550293
	Iteration 35Q: 3 clusters Score -8742855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8742861.000000 Penalty: 5335.550293
	Iteration 36Q: 3 clusters Score -8742861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -8742866.000000 Penalty: 5335.550293
	Iteration 37Q: 3 clusters Score -8742866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -8742868.000000 Penalty: 5335.550293
	Iteration 38Q: 3 clusters Score -8742868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -8742872.000000 Penalty: 5335.550293
	Iteration 39Q: 3 clusters Score -8742872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8742872.000000 Penalty: 5335.550293
	Iteration 40F: 3 clusters Score -8742872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -8742873.000000 Penalty: 5335.550293
	Iteration 41Q: 3 clusters Score -8742873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -8742872.000000 Penalty: 5335.550293
	Iteration 42Q: 3 clusters Score -8742872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -8742882.000000 Penalty: 5335.550293
	Iteration 43Q: 3 clusters Score -8742882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -8742880.000000 Penalty: 5335.550293
	Iteration 44Q: 3 clusters Score -8742880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -8742888.000000 Penalty: 5335.550293
	Iteration 45Q: 3 clusters Score -8742888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8742889.000000 Penalty: 5335.550293
	Iteration 46Q: 3 clusters Score -8742889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -8742882.000000 Penalty: 5335.550293
	Iteration 47Q: 3 clusters Score -8742882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -8742878.000000 Penalty: 5335.550293
	Iteration 48Q: 3 clusters Score -8742878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -8742879.000000 Penalty: 5335.550293
	Iteration 49Q: 3 clusters Score -8742879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -8742880.000000 Penalty: 5335.550293
	Iteration 50Q: 3 clusters Score -8742880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -8742886.000000 Penalty: 5335.550293
	Iteration 51Q: 3 clusters Score -8742886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8742897.000000 Penalty: 5335.550293
	Iteration 52Q: 3 clusters Score -8742897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -8742889.000000 Penalty: 5335.550293
	Iteration 53Q: 3 clusters Score -8742889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -8742891.000000 Penalty: 5335.550293
	Iteration 54Q: 3 clusters Score -8742891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -8742899.000000 Penalty: 5335.550293
	Iteration 55Q: 3 clusters Score -8742899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8742889.000000 Penalty: 5335.550293
	Iteration 56Q: 3 clusters Score -8742889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -8742899.000000 Penalty: 5335.550293
	Iteration 57Q: 3 clusters Score -8742899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -8742892.000000 Penalty: 5335.550293
	Iteration 58Q: 3 clusters Score -8742892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -8742907.000000 Penalty: 5335.550293
	Iteration 59Q: 3 clusters Score -8742907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8742908.000000 Penalty: 5335.550293
	Iteration 60F: 3 clusters Score -8742908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8742912.000000 Penalty: 5335.550293
	Iteration 61Q: 3 clusters Score -8742912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8742915.000000 Penalty: 5335.550293
	Iteration 62Q: 3 clusters Score -8742915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -8742909.000000 Penalty: 5335.550293
	Iteration 63Q: 3 clusters Score -8742909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -8742912.000000 Penalty: 5335.550293
	Iteration 64Q: 3 clusters Score -8742912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8742917.000000 Penalty: 5335.550293
	Iteration 65Q: 3 clusters Score -8742917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -8742914.000000 Penalty: 5335.550293
	Iteration 66Q: 3 clusters Score -8742914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -8742920.000000 Penalty: 5335.550293
	Iteration 67Q: 3 clusters Score -8742920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8742920.000000 Penalty: 5335.550293
	Iteration 68Q: 3 clusters Score -8742920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -8742927.000000 Penalty: 5335.550293
	Iteration 69Q: 3 clusters Score -8742927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8742922.000000 Penalty: 5335.550293
	Iteration 70Q: 3 clusters Score -8742922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -8742917.000000 Penalty: 5335.550293
	Iteration 71Q: 3 clusters Score -8742917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -8742915.000000 Penalty: 5335.550293
	Iteration 72Q: 3 clusters Score -8742915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8742908.000000 Penalty: 5335.550293
	Iteration 73Q: 3 clusters Score -8742908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8742908.000000 Penalty: 5335.550293
	Iteration 74F: 3 clusters Score -8742908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -128783.046875 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -128783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -127082.531250 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -127082.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -127369.515625 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -127369.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -127526.296875 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -127526.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -127642.625000 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -127642.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -127745.046875 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -127745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -127792.015625 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -127792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -127816.414062 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -127816.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -127830.859375 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -127830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -127842.953125 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -127843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -127845.148438 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -127845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -127846.945312 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -127846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -127846.945312 Penalty: 3277.568359
	Iteration 11F: 3 clusters Score -127846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -115488.125000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -115488.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -113801.421875 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -113801.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -114034.273438 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -114034.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -114094.703125 Penalty: 3219.398926
	Iteration 2Q: 3 clusters Score -114094.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -114129.687500 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -114129.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114147.109375 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -114147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -114150.156250 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -114150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -114155.953125 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -114156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114163.218750 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -114163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -114173.406250 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -114173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114181.843750 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -114181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -114184.492188 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -114184.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -114186.382812 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -114186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -114189.734375 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -114189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114191.437500 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -114191.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114191.437500 Penalty: 3219.398926
	Iteration 14F: 3 clusters Score -114191.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Entering Unmasked Estep 
Score: -8388300.500000 Penalty: 2658.993164
	Iteration 0F: 2 clusters Score -8388300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -8358027.000000 Penalty: 5317.986328
	Iteration 0F: 3 clusters Score -8358027 nChanged 20869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -8369463.000000 Penalty: 5317.986328
	Iteration 1F: 3 clusters Score -8369463 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -8370355.500000 Penalty: 5317.986328
	Iteration 2Q: 3 clusters Score -8370356 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -8371620.000000 Penalty: 5317.986328
	Iteration 3Q: 3 clusters Score -8371620 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -8373219.500000 Penalty: 5317.986328
	Iteration 4F: 3 clusters Score -8373220 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -8375204.000000 Penalty: 5317.986328
	Iteration 5F: 3 clusters Score -8375204 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -8377455.000000 Penalty: 5317.986328
	Iteration 6F: 3 clusters Score -8377455 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -8379894.000000 Penalty: 5317.986328
	Iteration 7F: 3 clusters Score -8379894 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -8382218.000000 Penalty: 5317.986328
	Iteration 8F: 3 clusters Score -8382218 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -8383657.500000 Penalty: 5317.986328
	Iteration 9F: 3 clusters Score -8383658 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -8384419.000000 Penalty: 5317.986328
	Iteration 10Q: 3 clusters Score -8384419 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -8384871.500000 Penalty: 5317.986328
	Iteration 11Q: 3 clusters Score -8384872 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -8385201.500000 Penalty: 5317.986328
	Iteration 12Q: 3 clusters Score -8385202 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -8385507.500000 Penalty: 5317.986328
	Iteration 13Q: 3 clusters Score -8385508 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -8385702.000000 Penalty: 5317.986328
	Iteration 14Q: 3 clusters Score -8385702 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8385831 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8385960 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8386070 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8386171 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8386224 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8386290 nChanged 287
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Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8386382 nChanged 339
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8386450 nChanged 339
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Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8386527 nChanged 317
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8386590 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8386678 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8386704 nChanged 269
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Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8386724 nChanged 247
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Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8386778 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8386853 nChanged 226
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Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8386888 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -8386922.500000 Penalty: 5317.986328
	Iteration 31Q: 3 clusters Score -8386922 nChanged 235
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Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8386974 nChanged 249
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Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -8387012.000000 Penalty: 5317.986328
	Iteration 33Q: 3 clusters Score -8387012 nChanged 244
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Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8387052 nChanged 232
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Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8387101 nChanged 210
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Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8387176 nChanged 205
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Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8387209 nChanged 172
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Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8387206 nChanged 166
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Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8387209 nChanged 162
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Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -8387215.500000 Penalty: 5317.986328
	Iteration 40F: 3 clusters Score -8387216 nChanged 149
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Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8387214 nChanged 157
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Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8387236 nChanged 148
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Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8387281 nChanged 157
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Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8387332 nChanged 159
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Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8387357 nChanged 144
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Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8387363 nChanged 127
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Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8387388 nChanged 122
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Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8387407 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8387424 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8387410 nChanged 157
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Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8387434 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8387420 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8387443 nChanged 197
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Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8387444 nChanged 192
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Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8387464 nChanged 210
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Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8387518 nChanged 206
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Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8387534 nChanged 194
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Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8387576 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8387600 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8387621 nChanged 165
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Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8387620 nChanged 167
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Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8387630 nChanged 157
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Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8387633 nChanged 119
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Mstep: Class 1 contains 40414 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8387624 nChanged 79
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Mstep: Class 1 contains 40493 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8387626 nChanged 73
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Mstep: Class 1 contains 40566 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8387634 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40633 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8387652 nChanged 78
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Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -8387648.000000 Penalty: 5317.986328
	Iteration 69Q: 3 clusters Score -8387648 nChanged 67
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Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8387657 nChanged 63
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Mstep: Class 1 contains 40839 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8387660 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40889 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8387652 nChanged 38
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Mstep: Class 1 contains 40927 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8387658 nChanged 32
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Mstep: Class 1 contains 40959 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8387656 nChanged 38
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Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8387680 nChanged 30
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Mstep: Class 1 contains 41027 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8387682 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8387679 nChanged 30
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Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8387682 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8387680 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8387688 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41155 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8387674 nChanged 18
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Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8387682 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8387680 nChanged 30
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Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8387674 nChanged 26
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Mstep: Class 1 contains 41250 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8387665 nChanged 31
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Mstep: Class 1 contains 41281 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8387672 nChanged 27
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Mstep: Class 1 contains 41308 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8387680 nChanged 27
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Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8387665 nChanged 18
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Mstep: Class 1 contains 41353 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8387656 nChanged 16
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Mstep: Class 1 contains 41369 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8387666 nChanged 17
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Mstep: Class 1 contains 41386 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8387654 nChanged 14
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8387665 nChanged 18
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8387675 nChanged 13
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	Iteration 94Q: 3 clusters Score -8387683 nChanged 12
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	Iteration 95Q: 3 clusters Score -8387690 nChanged 15
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8387695 nChanged 17
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8387698 nChanged 12
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	Iteration 98Q: 3 clusters Score -8387700 nChanged 15
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	Iteration 99Q: 3 clusters Score -8387697 nChanged 12
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8387687 nChanged 10
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	Iteration 101Q: 3 clusters Score -8387683 nChanged 10
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Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8387679 nChanged 12
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Mstep: Class 1 contains 41540 members 
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	Iteration 103Q: 3 clusters Score -8387684 nChanged 7
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8387682 nChanged 5
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	Iteration 105Q: 3 clusters Score -8387680 nChanged 5
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	Iteration 106Q: 3 clusters Score -8387682 nChanged 2
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	Iteration 107Q: 3 clusters Score -8387684 nChanged 2
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Entering Unmasked Estep 
Score: -8387683.000000 Penalty: 5317.986328
	Iteration 108Q: 3 clusters Score -8387683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -8387684.000000 Penalty: 5317.986328
	Iteration 109Q: 3 clusters Score -8387684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -8387685.000000 Penalty: 5317.986328
	Iteration 110Q: 3 clusters Score -8387685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -8387687.000000 Penalty: 5317.986328
	Iteration 111Q: 3 clusters Score -8387687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8387690.000000 Penalty: 5317.986328
	Iteration 112Q: 3 clusters Score -8387690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8387688.500000 Penalty: 5317.986328
	Iteration 113Q: 3 clusters Score -8387688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8387688.500000 Penalty: 5317.986328
	Iteration 114F: 3 clusters Score -8387688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Entering Unmasked Estep 
Score: -1184292.375000 Penalty: 2173.136230
	Iteration 0F: 2 clusters Score -1184292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1178849.625000 Penalty: 4346.272461
	Iteration 0F: 3 clusters Score -1178850 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1180239.625000 Penalty: 4346.272461
	Iteration 1F: 3 clusters Score -1180240 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1180456.250000 Penalty: 4346.272461
	Iteration 2F: 3 clusters Score -1180456 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1180601.250000 Penalty: 4346.272461
	Iteration 3Q: 3 clusters Score -1180601 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1180690.500000 Penalty: 4346.272461
	Iteration 4Q: 3 clusters Score -1180690 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1180747.250000 Penalty: 4346.272461
	Iteration 5Q: 3 clusters Score -1180747 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1180788.125000 Penalty: 4346.272461
	Iteration 6Q: 3 clusters Score -1180788 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1180819.375000 Penalty: 4346.272461
	Iteration 7Q: 3 clusters Score -1180819 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1180850.000000 Penalty: 4346.272461
	Iteration 8Q: 3 clusters Score -1180850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1180871.875000 Penalty: 4346.272461
	Iteration 9Q: 3 clusters Score -1180872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1180882.000000 Penalty: 4346.272461
	Iteration 10Q: 3 clusters Score -1180882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1180901.125000 Penalty: 4346.272461
	Iteration 11Q: 3 clusters Score -1180901 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1180921.875000 Penalty: 4346.272461
	Iteration 12Q: 3 clusters Score -1180922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1180938.625000 Penalty: 4346.272461
	Iteration 13Q: 3 clusters Score -1180939 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1180950.000000 Penalty: 4346.272461
	Iteration 14Q: 3 clusters Score -1180950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1180964.750000 Penalty: 4346.272461
	Iteration 15Q: 3 clusters Score -1180965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1180983.000000 Penalty: 4346.272461
	Iteration 16Q: 3 clusters Score -1180983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1180993.500000 Penalty: 4346.272461
	Iteration 17Q: 3 clusters Score -1180994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1181005.000000 Penalty: 4346.272461
	Iteration 18Q: 3 clusters Score -1181005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1181014.000000 Penalty: 4346.272461
	Iteration 19Q: 3 clusters Score -1181014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1181017.000000 Penalty: 4346.272461
	Iteration 20F: 3 clusters Score -1181017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1181020.250000 Penalty: 4346.272461
	Iteration 21Q: 3 clusters Score -1181020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1181021.125000 Penalty: 4346.272461
	Iteration 22Q: 3 clusters Score -1181021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1181021.250000 Penalty: 4346.272461
	Iteration 23Q: 3 clusters Score -1181021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1181021.750000 Penalty: 4346.272461
	Iteration 24Q: 3 clusters Score -1181022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1181024.375000 Penalty: 4346.272461
	Iteration 25Q: 3 clusters Score -1181024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1181023.500000 Penalty: 4346.272461
	Iteration 26Q: 3 clusters Score -1181024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1181025.000000 Penalty: 4346.272461
	Iteration 27Q: 3 clusters Score -1181025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1181025.000000 Penalty: 4346.272461
	Iteration 28F: 3 clusters Score -1181025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -331633.312500 Penalty: 1874.770752
	Iteration 0F: 2 clusters Score -331633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -329032.625000 Penalty: 3749.541504
	Iteration 0F: 3 clusters Score -329032.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -329491.750000 Penalty: 3749.541504
	Iteration 1F: 3 clusters Score -329491.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -329609.218750 Penalty: 3749.541504
	Iteration 2F: 3 clusters Score -329609.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -329686.906250 Penalty: 3749.541504
	Iteration 3Q: 3 clusters Score -329686.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -329738.250000 Penalty: 3749.541504
	Iteration 4Q: 3 clusters Score -329738.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -329774.312500 Penalty: 3749.541504
	Iteration 5Q: 3 clusters Score -329774.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -329798.531250 Penalty: 3749.541504
	Iteration 6Q: 3 clusters Score -329798.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -329811.968750 Penalty: 3749.541504
	Iteration 7Q: 3 clusters Score -329812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -329817.875000 Penalty: 3749.541504
	Iteration 8Q: 3 clusters Score -329817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -329824.250000 Penalty: 3749.541504
	Iteration 9Q: 3 clusters Score -329824.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -329831.093750 Penalty: 3749.541504
	Iteration 10Q: 3 clusters Score -329831.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -329839.031250 Penalty: 3749.541504
	Iteration 11Q: 3 clusters Score -329839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -329841.750000 Penalty: 3749.541504
	Iteration 12Q: 3 clusters Score -329841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -329844.781250 Penalty: 3749.541504
	Iteration 13Q: 3 clusters Score -329844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -329847.531250 Penalty: 3749.541504
	Iteration 14Q: 3 clusters Score -329847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -329849.312500 Penalty: 3749.541504
	Iteration 15Q: 3 clusters Score -329849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -329851.250000 Penalty: 3749.541504
	Iteration 16Q: 3 clusters Score -329851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -329852.750000 Penalty: 3749.541504
	Iteration 17Q: 3 clusters Score -329852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -329854.718750 Penalty: 3749.541504
	Iteration 18Q: 3 clusters Score -329854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -329856.375000 Penalty: 3749.541504
	Iteration 19Q: 3 clusters Score -329856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -329858.812500 Penalty: 3749.541504
	Iteration 20F: 3 clusters Score -329858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -329863.968750 Penalty: 3749.541504
	Iteration 21Q: 3 clusters Score -329864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -329865.750000 Penalty: 3749.541504
	Iteration 22Q: 3 clusters Score -329865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -329867.125000 Penalty: 3749.541504
	Iteration 23Q: 3 clusters Score -329867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -329868.593750 Penalty: 3749.541504
	Iteration 24Q: 3 clusters Score -329868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -329870.937500 Penalty: 3749.541504
	Iteration 25Q: 3 clusters Score -329870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -329872.687500 Penalty: 3749.541504
	Iteration 26Q: 3 clusters Score -329872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -329875.062500 Penalty: 3749.541504
	Iteration 27Q: 3 clusters Score -329875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -329876.843750 Penalty: 3749.541504
	Iteration 28Q: 3 clusters Score -329876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -329879.250000 Penalty: 3749.541504
	Iteration 29Q: 3 clusters Score -329879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -329884.125000 Penalty: 3749.541504
	Iteration 30Q: 3 clusters Score -329884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -329889.375000 Penalty: 3749.541504
	Iteration 31Q: 3 clusters Score -329889.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -329895.687500 Penalty: 3749.541504
	Iteration 32Q: 3 clusters Score -329895.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -329900.062500 Penalty: 3749.541504
	Iteration 33Q: 3 clusters Score -329900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -329904.843750 Penalty: 3749.541504
	Iteration 34Q: 3 clusters Score -329904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -329909.750000 Penalty: 3749.541504
	Iteration 35Q: 3 clusters Score -329909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -329913.500000 Penalty: 3749.541504
	Iteration 36Q: 3 clusters Score -329913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -329922.562500 Penalty: 3749.541504
	Iteration 37Q: 3 clusters Score -329922.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -329929.656250 Penalty: 3749.541504
	Iteration 38Q: 3 clusters Score -329929.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -329938.156250 Penalty: 3749.541504
	Iteration 39Q: 3 clusters Score -329938.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -329940.343750 Penalty: 3749.541504
	Iteration 40F: 3 clusters Score -329940.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -329942.750000 Penalty: 3749.541504
	Iteration 41Q: 3 clusters Score -329942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -329945.218750 Penalty: 3749.541504
	Iteration 42Q: 3 clusters Score -329945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -329945.593750 Penalty: 3749.541504
	Iteration 43Q: 3 clusters Score -329945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -329946.656250 Penalty: 3749.541504
	Iteration 44Q: 3 clusters Score -329946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -329947.156250 Penalty: 3749.541504
	Iteration 45Q: 3 clusters Score -329947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -329948.125000 Penalty: 3749.541504
	Iteration 46Q: 3 clusters Score -329948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -329948.437500 Penalty: 3749.541504
	Iteration 47Q: 3 clusters Score -329948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -329949.468750 Penalty: 3749.541504
	Iteration 48Q: 3 clusters Score -329949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -329951.406250 Penalty: 3749.541504
	Iteration 49Q: 3 clusters Score -329951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -329951.875000 Penalty: 3749.541504
	Iteration 50Q: 3 clusters Score -329951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -329952.593750 Penalty: 3749.541504
	Iteration 51Q: 3 clusters Score -329952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -329952.968750 Penalty: 3749.541504
	Iteration 52Q: 3 clusters Score -329953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -329952.968750 Penalty: 3749.541504
	Iteration 53F: 3 clusters Score -329953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -70177.640625 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -70177.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68722.804688 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68722.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69096.789062 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -69096.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69322.187500 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -69322.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69574.570312 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -69574.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69736.273438 Penalty: 3102.852051
	Iteration 4F: 3 clusters Score -69736.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69809.171875 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -69809.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69853.640625 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -69853.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69874.000000 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -69874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69909.789062 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -69909.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69943.054688 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -69943.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69950.140625 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -69950.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69950.820312 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -69950.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69955.656250 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -69955.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69955.656250 Penalty: 3102.852051
	Iteration 13F: 3 clusters Score -69955.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -64578.527344 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -64578.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63056.523438 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -63056.52 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63433.257812 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -63433.26 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63763.414062 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -63763.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63988.148438 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -63988.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64086.894531 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -64086.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64153.296875 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -64153.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64253.679688 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -64253.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64306.535156 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -64306.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64310.621094 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -64310.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64312.511719 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -64312.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64312.511719 Penalty: 3152.629395
	Iteration 10F: 3 clusters Score -64312.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Entering Unmasked Estep 
Score: -8785313.000000 Penalty: 2668.213135
	Iteration 0F: 2 clusters Score -8785313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -8755129.000000 Penalty: 5336.426270
	Iteration 0F: 3 clusters Score -8755129 nChanged 21528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -8767395.000000 Penalty: 5336.426270
	Iteration 1F: 3 clusters Score -8767395 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -8768628.000000 Penalty: 5336.426270
	Iteration 2F: 3 clusters Score -8768628 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -8770322.000000 Penalty: 5336.426270
	Iteration 3F: 3 clusters Score -8770322 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -8772550.000000 Penalty: 5336.426270
	Iteration 4F: 3 clusters Score -8772550 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -8775159.000000 Penalty: 5336.426270
	Iteration 5F: 3 clusters Score -8775159 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -8777810.000000 Penalty: 5336.426270
	Iteration 6F: 3 clusters Score -8777810 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -8780014.000000 Penalty: 5336.426270
	Iteration 7Q: 3 clusters Score -8780014 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -8781189.000000 Penalty: 5336.426270
	Iteration 8Q: 3 clusters Score -8781189 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -8781626.000000 Penalty: 5336.426270
	Iteration 9Q: 3 clusters Score -8781626 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -8781813.000000 Penalty: 5336.426270
	Iteration 10Q: 3 clusters Score -8781813 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -8781961.000000 Penalty: 5336.426270
	Iteration 11Q: 3 clusters Score -8781961 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -8782067.000000 Penalty: 5336.426270
	Iteration 12Q: 3 clusters Score -8782067 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -8782175.000000 Penalty: 5336.426270
	Iteration 13Q: 3 clusters Score -8782175 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -8782303.000000 Penalty: 5336.426270
	Iteration 14Q: 3 clusters Score -8782303 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -8782383.000000 Penalty: 5336.426270
	Iteration 15Q: 3 clusters Score -8782383 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -8782452.000000 Penalty: 5336.426270
	Iteration 16Q: 3 clusters Score -8782452 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -8782493.000000 Penalty: 5336.426270
	Iteration 17Q: 3 clusters Score -8782493 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -8782526.000000 Penalty: 5336.426270
	Iteration 18Q: 3 clusters Score -8782526 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -8782562.000000 Penalty: 5336.426270
	Iteration 19Q: 3 clusters Score -8782562 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -8782616.000000 Penalty: 5336.426270
	Iteration 20F: 3 clusters Score -8782616 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -8782649.000000 Penalty: 5336.426270
	Iteration 21Q: 3 clusters Score -8782649 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -8782672.000000 Penalty: 5336.426270
	Iteration 22Q: 3 clusters Score -8782672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -8782680.000000 Penalty: 5336.426270
	Iteration 23Q: 3 clusters Score -8782680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -8782704.000000 Penalty: 5336.426270
	Iteration 24Q: 3 clusters Score -8782704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -8782754.000000 Penalty: 5336.426270
	Iteration 25Q: 3 clusters Score -8782754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -8782739.000000 Penalty: 5336.426270
	Iteration 26Q: 3 clusters Score -8782739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -8782725.000000 Penalty: 5336.426270
	Iteration 27Q: 3 clusters Score -8782725 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -8782759.000000 Penalty: 5336.426270
	Iteration 28Q: 3 clusters Score -8782759 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -8782781.000000 Penalty: 5336.426270
	Iteration 29Q: 3 clusters Score -8782781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -8782772.000000 Penalty: 5336.426270
	Iteration 30Q: 3 clusters Score -8782772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -8782785.000000 Penalty: 5336.426270
	Iteration 31Q: 3 clusters Score -8782785 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -8782811.000000 Penalty: 5336.426270
	Iteration 32Q: 3 clusters Score -8782811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -8782819.000000 Penalty: 5336.426270
	Iteration 33Q: 3 clusters Score -8782819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -8782842.000000 Penalty: 5336.426270
	Iteration 34Q: 3 clusters Score -8782842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -8782836.000000 Penalty: 5336.426270
	Iteration 35Q: 3 clusters Score -8782836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -8782849.000000 Penalty: 5336.426270
	Iteration 36Q: 3 clusters Score -8782849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8782863.000000 Penalty: 5336.426270
	Iteration 37Q: 3 clusters Score -8782863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -8782860.000000 Penalty: 5336.426270
	Iteration 38Q: 3 clusters Score -8782860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -8782864.000000 Penalty: 5336.426270
	Iteration 39Q: 3 clusters Score -8782864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -8782863.000000 Penalty: 5336.426270
	Iteration 40F: 3 clusters Score -8782863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8782889.000000 Penalty: 5336.426270
	Iteration 41Q: 3 clusters Score -8782889 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -8782914.000000 Penalty: 5336.426270
	Iteration 42Q: 3 clusters Score -8782914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -8782935.000000 Penalty: 5336.426270
	Iteration 43Q: 3 clusters Score -8782935 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -8782925.000000 Penalty: 5336.426270
	Iteration 44Q: 3 clusters Score -8782925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -8782925.000000 Penalty: 5336.426270
	Iteration 45Q: 3 clusters Score -8782925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -8782959.000000 Penalty: 5336.426270
	Iteration 46Q: 3 clusters Score -8782959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -8782954.000000 Penalty: 5336.426270
	Iteration 47Q: 3 clusters Score -8782954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -8782973.000000 Penalty: 5336.426270
	Iteration 48Q: 3 clusters Score -8782973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8782970.000000 Penalty: 5336.426270
	Iteration 49Q: 3 clusters Score -8782970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -8782980.000000 Penalty: 5336.426270
	Iteration 50Q: 3 clusters Score -8782980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -8782970.000000 Penalty: 5336.426270
	Iteration 51Q: 3 clusters Score -8782970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -8782981.000000 Penalty: 5336.426270
	Iteration 52Q: 3 clusters Score -8782981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -8782966.000000 Penalty: 5336.426270
	Iteration 53Q: 3 clusters Score -8782966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -8782973.000000 Penalty: 5336.426270
	Iteration 54Q: 3 clusters Score -8782973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -8782975.000000 Penalty: 5336.426270
	Iteration 55Q: 3 clusters Score -8782975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8782977.000000 Penalty: 5336.426270
	Iteration 56Q: 3 clusters Score -8782977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -8782985.000000 Penalty: 5336.426270
	Iteration 57Q: 3 clusters Score -8782985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8782977.000000 Penalty: 5336.426270
	Iteration 58Q: 3 clusters Score -8782977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -8782980.000000 Penalty: 5336.426270
	Iteration 59Q: 3 clusters Score -8782980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -8782983.000000 Penalty: 5336.426270
	Iteration 60F: 3 clusters Score -8782983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -8782995.000000 Penalty: 5336.426270
	Iteration 61Q: 3 clusters Score -8782995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -8783003.000000 Penalty: 5336.426270
	Iteration 62Q: 3 clusters Score -8783003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -8783001.000000 Penalty: 5336.426270
	Iteration 63Q: 3 clusters Score -8783001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -8783022.000000 Penalty: 5336.426270
	Iteration 64Q: 3 clusters Score -8783022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -8783025.000000 Penalty: 5336.426270
	Iteration 65Q: 3 clusters Score -8783025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -8783026.000000 Penalty: 5336.426270
	Iteration 66Q: 3 clusters Score -8783026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -8783032.000000 Penalty: 5336.426270
	Iteration 67Q: 3 clusters Score -8783032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -8783045.000000 Penalty: 5336.426270
	Iteration 68Q: 3 clusters Score -8783045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -8783057.000000 Penalty: 5336.426270
	Iteration 69Q: 3 clusters Score -8783057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8783067.000000 Penalty: 5336.426270
	Iteration 70Q: 3 clusters Score -8783067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -8783068.000000 Penalty: 5336.426270
	Iteration 71Q: 3 clusters Score -8783068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -8783078.000000 Penalty: 5336.426270
	Iteration 72Q: 3 clusters Score -8783078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -8783077.000000 Penalty: 5336.426270
	Iteration 73Q: 3 clusters Score -8783077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -8783078.000000 Penalty: 5336.426270
	Iteration 74Q: 3 clusters Score -8783078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -8783080.000000 Penalty: 5336.426270
	Iteration 75Q: 3 clusters Score -8783080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -8783079.000000 Penalty: 5336.426270
	Iteration 76Q: 3 clusters Score -8783079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -8783083.000000 Penalty: 5336.426270
	Iteration 77Q: 3 clusters Score -8783083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -8783084.000000 Penalty: 5336.426270
	Iteration 78Q: 3 clusters Score -8783084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -8783078.000000 Penalty: 5336.426270
	Iteration 79Q: 3 clusters Score -8783078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -8783081.000000 Penalty: 5336.426270
	Iteration 80F: 3 clusters Score -8783081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -8783084.000000 Penalty: 5336.426270
	Iteration 81Q: 3 clusters Score -8783084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -8783094.000000 Penalty: 5336.426270
	Iteration 82Q: 3 clusters Score -8783094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -8783085.000000 Penalty: 5336.426270
	Iteration 83Q: 3 clusters Score -8783085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -8783091.000000 Penalty: 5336.426270
	Iteration 84Q: 3 clusters Score -8783091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -8783089.000000 Penalty: 5336.426270
	Iteration 85Q: 3 clusters Score -8783089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -8783085.000000 Penalty: 5336.426270
	Iteration 86Q: 3 clusters Score -8783085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -8783085.000000 Penalty: 5336.426270
	Iteration 87F: 3 clusters Score -8783085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Entering Unmasked Estep 
Score: -1094274.875000 Penalty: 2153.983154
	Iteration 0F: 2 clusters Score -1094275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1089163.625000 Penalty: 4307.966309
	Iteration 0F: 3 clusters Score -1089164 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1090571.875000 Penalty: 4307.966309
	Iteration 1F: 3 clusters Score -1090572 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1090911.750000 Penalty: 4307.966309
	Iteration 2F: 3 clusters Score -1090912 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1091202.250000 Penalty: 4307.966309
	Iteration 3F: 3 clusters Score -1091202 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1091464.625000 Penalty: 4307.966309
	Iteration 4F: 3 clusters Score -1091465 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1091688.750000 Penalty: 4307.966309
	Iteration 5F: 3 clusters Score -1091689 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1091855.500000 Penalty: 4307.966309
	Iteration 6Q: 3 clusters Score -1091856 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1092002.500000 Penalty: 4307.966309
	Iteration 7Q: 3 clusters Score -1092002 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1092124.750000 Penalty: 4307.966309
	Iteration 8Q: 3 clusters Score -1092125 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1092249.500000 Penalty: 4307.966309
	Iteration 9Q: 3 clusters Score -1092250 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1092357.125000 Penalty: 4307.966309
	Iteration 10Q: 3 clusters Score -1092357 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1092445.375000 Penalty: 4307.966309
	Iteration 11Q: 3 clusters Score -1092445 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1092515.875000 Penalty: 4307.966309
	Iteration 12Q: 3 clusters Score -1092516 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1092573.000000 Penalty: 4307.966309
	Iteration 13Q: 3 clusters Score -1092573 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1092629.750000 Penalty: 4307.966309
	Iteration 14Q: 3 clusters Score -1092630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1092686.500000 Penalty: 4307.966309
	Iteration 15Q: 3 clusters Score -1092686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1092735.500000 Penalty: 4307.966309
	Iteration 16Q: 3 clusters Score -1092736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1092776.875000 Penalty: 4307.966309
	Iteration 17Q: 3 clusters Score -1092777 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1092807.375000 Penalty: 4307.966309
	Iteration 18Q: 3 clusters Score -1092807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1092819.500000 Penalty: 4307.966309
	Iteration 19Q: 3 clusters Score -1092820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1092831.625000 Penalty: 4307.966309
	Iteration 20F: 3 clusters Score -1092832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1092835.125000 Penalty: 4307.966309
	Iteration 21Q: 3 clusters Score -1092835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1092837.125000 Penalty: 4307.966309
	Iteration 22Q: 3 clusters Score -1092837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1092840.875000 Penalty: 4307.966309
	Iteration 23Q: 3 clusters Score -1092841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1092844.375000 Penalty: 4307.966309
	Iteration 24Q: 3 clusters Score -1092844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1092846.125000 Penalty: 4307.966309
	Iteration 25Q: 3 clusters Score -1092846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1092849.875000 Penalty: 4307.966309
	Iteration 26Q: 3 clusters Score -1092850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1092853.875000 Penalty: 4307.966309
	Iteration 27Q: 3 clusters Score -1092854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1092853.625000 Penalty: 4307.966309
	Iteration 28Q: 3 clusters Score -1092854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1092855.875000 Penalty: 4307.966309
	Iteration 29Q: 3 clusters Score -1092856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1092856.000000 Penalty: 4307.966309
	Iteration 30Q: 3 clusters Score -1092856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1092855.875000 Penalty: 4307.966309
	Iteration 31Q: 3 clusters Score -1092856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1092857.250000 Penalty: 4307.966309
	Iteration 32Q: 3 clusters Score -1092857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1092858.250000 Penalty: 4307.966309
	Iteration 33Q: 3 clusters Score -1092858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1092858.000000 Penalty: 4307.966309
	Iteration 34Q: 3 clusters Score -1092858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1092858.000000 Penalty: 4307.966309
	Iteration 35F: 3 clusters Score -1092858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Entering Unmasked Estep 
Score: -9121382.000000 Penalty: 2680.321045
	Iteration 0F: 2 clusters Score -9121382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -9088952.000000 Penalty: 5360.642090
	Iteration 0F: 3 clusters Score -9088952 nChanged 23024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -9101756.000000 Penalty: 5360.642090
	Iteration 1F: 3 clusters Score -9101756 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -9102188.000000 Penalty: 5360.642090
	Iteration 2Q: 3 clusters Score -9102188 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -9102719.000000 Penalty: 5360.642090
	Iteration 3Q: 3 clusters Score -9102719 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -9103383.000000 Penalty: 5360.642090
	Iteration 4Q: 3 clusters Score -9103383 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -9104299.000000 Penalty: 5360.642090
	Iteration 5Q: 3 clusters Score -9104299 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -9105587.000000 Penalty: 5360.642090
	Iteration 6F: 3 clusters Score -9105587 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -9107618.000000 Penalty: 5360.642090
	Iteration 7F: 3 clusters Score -9107618 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -9110465.000000 Penalty: 5360.642090
	Iteration 8F: 3 clusters Score -9110465 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -9113603.000000 Penalty: 5360.642090
	Iteration 9F: 3 clusters Score -9113603 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -9116119.000000 Penalty: 5360.642090
	Iteration 10F: 3 clusters Score -9116119 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -9117719.000000 Penalty: 5360.642090
	Iteration 11Q: 3 clusters Score -9117719 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -9118335.000000 Penalty: 5360.642090
	Iteration 12Q: 3 clusters Score -9118335 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -9118649.000000 Penalty: 5360.642090
	Iteration 13Q: 3 clusters Score -9118649 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -9118838.000000 Penalty: 5360.642090
	Iteration 14Q: 3 clusters Score -9118838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -9118906.000000 Penalty: 5360.642090
	Iteration 15Q: 3 clusters Score -9118906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -9118956.000000 Penalty: 5360.642090
	Iteration 16Q: 3 clusters Score -9118956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -9118981.000000 Penalty: 5360.642090
	Iteration 17Q: 3 clusters Score -9118981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -9118996.000000 Penalty: 5360.642090
	Iteration 18Q: 3 clusters Score -9118996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -9119020.000000 Penalty: 5360.642090
	Iteration 19Q: 3 clusters Score -9119020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -9119016.000000 Penalty: 5360.642090
	Iteration 20F: 3 clusters Score -9119016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -9119034.000000 Penalty: 5360.642090
	Iteration 21Q: 3 clusters Score -9119034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -9119045.000000 Penalty: 5360.642090
	Iteration 22Q: 3 clusters Score -9119045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -9119054.000000 Penalty: 5360.642090
	Iteration 23Q: 3 clusters Score -9119054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -9119056.000000 Penalty: 5360.642090
	Iteration 24Q: 3 clusters Score -9119056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -9119056.000000 Penalty: 5360.642090
	Iteration 25Q: 3 clusters Score -9119056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -9119062.000000 Penalty: 5360.642090
	Iteration 26Q: 3 clusters Score -9119062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -9119062.000000 Penalty: 5360.642090
	Iteration 27Q: 3 clusters Score -9119062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -9119070.000000 Penalty: 5360.642090
	Iteration 28Q: 3 clusters Score -9119070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -9119075.000000 Penalty: 5360.642090
	Iteration 29Q: 3 clusters Score -9119075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -9119070.000000 Penalty: 5360.642090
	Iteration 30Q: 3 clusters Score -9119070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -9119074.000000 Penalty: 5360.642090
	Iteration 31Q: 3 clusters Score -9119074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -9119074.000000 Penalty: 5360.642090
	Iteration 32F: 3 clusters Score -9119074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -98865.171875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -98865.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97234.171875 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -97234.17 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -97487.210938 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -97487.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97575.695312 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -97575.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97620.039062 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -97620.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97650.171875 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -97650.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97673.062500 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -97673.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -97691.476562 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -97691.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97711.382812 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -97711.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97723.187500 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -97723.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -97745.484375 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -97745.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97770.500000 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -97770.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97779.554688 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -97779.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97786.000000 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -97786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97786.000000 Penalty: 3227.609619
	Iteration 13F: 3 clusters Score -97786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -28125.611328 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -28125.61 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 190 members 
Entering Unmasked Estep 
Score: -26996.300781 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -26996.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27222.175781 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -27222.18 nChanged 34
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: -27369.011719 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -27369.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27467.171875 Penalty: 2909.768066
	Iteration 3F: 3 clusters Score -27467.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27553.083984 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -27553.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27578.259766 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -27578.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27584.435547 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -27584.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27584.435547 Penalty: 2909.768066
	Iteration 7F: 3 clusters Score -27584.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Entering Unmasked Estep 
Score: -8736354.000000 Penalty: 2667.040283
	Iteration 0F: 2 clusters Score -8736354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -8705904.000000 Penalty: 5334.080566
	Iteration 0F: 3 clusters Score -8705904 nChanged 21579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -8717892.000000 Penalty: 5334.080566
	Iteration 1F: 3 clusters Score -8717892 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -8718342.000000 Penalty: 5334.080566
	Iteration 2Q: 3 clusters Score -8718342 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -8718680.000000 Penalty: 5334.080566
	Iteration 3Q: 3 clusters Score -8718680 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8719007.000000 Penalty: 5334.080566
	Iteration 4Q: 3 clusters Score -8719007 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -8719241.000000 Penalty: 5334.080566
	Iteration 5Q: 3 clusters Score -8719241 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -8719544.000000 Penalty: 5334.080566
	Iteration 6Q: 3 clusters Score -8719544 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -8719861.000000 Penalty: 5334.080566
	Iteration 7Q: 3 clusters Score -8719861 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -8720419.000000 Penalty: 5334.080566
	Iteration 8Q: 3 clusters Score -8720419 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -8721198.000000 Penalty: 5334.080566
	Iteration 9Q: 3 clusters Score -8721198 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -8722440.000000 Penalty: 5334.080566
	Iteration 10Q: 3 clusters Score -8722440 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -8724237.000000 Penalty: 5334.080566
	Iteration 11F: 3 clusters Score -8724237 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -8726170.000000 Penalty: 5334.080566
	Iteration 12F: 3 clusters Score -8726170 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -8727823.000000 Penalty: 5334.080566
	Iteration 13F: 3 clusters Score -8727823 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -8729040.000000 Penalty: 5334.080566
	Iteration 14Q: 3 clusters Score -8729040 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -8729777.000000 Penalty: 5334.080566
	Iteration 15Q: 3 clusters Score -8729777 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -8730385.000000 Penalty: 5334.080566
	Iteration 16Q: 3 clusters Score -8730385 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -8730788.000000 Penalty: 5334.080566
	Iteration 17Q: 3 clusters Score -8730788 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -8731015.000000 Penalty: 5334.080566
	Iteration 18Q: 3 clusters Score -8731015 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -8731182.000000 Penalty: 5334.080566
	Iteration 19Q: 3 clusters Score -8731182 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -8731319.000000 Penalty: 5334.080566
	Iteration 20F: 3 clusters Score -8731319 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -8731465.000000 Penalty: 5334.080566
	Iteration 21Q: 3 clusters Score -8731465 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8731600.000000 Penalty: 5334.080566
	Iteration 22Q: 3 clusters Score -8731600 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -8731684.000000 Penalty: 5334.080566
	Iteration 23Q: 3 clusters Score -8731684 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -8731758.000000 Penalty: 5334.080566
	Iteration 24Q: 3 clusters Score -8731758 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -8731862.000000 Penalty: 5334.080566
	Iteration 25Q: 3 clusters Score -8731862 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -8731963.000000 Penalty: 5334.080566
	Iteration 26Q: 3 clusters Score -8731963 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -8732030.000000 Penalty: 5334.080566
	Iteration 27Q: 3 clusters Score -8732030 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -8732126.000000 Penalty: 5334.080566
	Iteration 28Q: 3 clusters Score -8732126 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -8732199.000000 Penalty: 5334.080566
	Iteration 29Q: 3 clusters Score -8732199 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -8732263.000000 Penalty: 5334.080566
	Iteration 30Q: 3 clusters Score -8732263 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -8732316.000000 Penalty: 5334.080566
	Iteration 31Q: 3 clusters Score -8732316 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -8732397.000000 Penalty: 5334.080566
	Iteration 32Q: 3 clusters Score -8732397 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -8732441.000000 Penalty: 5334.080566
	Iteration 33Q: 3 clusters Score -8732441 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -8732531.000000 Penalty: 5334.080566
	Iteration 34Q: 3 clusters Score -8732531 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -8732591.000000 Penalty: 5334.080566
	Iteration 35Q: 3 clusters Score -8732591 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -8732661.000000 Penalty: 5334.080566
	Iteration 36Q: 3 clusters Score -8732661 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -8732670.000000 Penalty: 5334.080566
	Iteration 37Q: 3 clusters Score -8732670 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -8732726.000000 Penalty: 5334.080566
	Iteration 38Q: 3 clusters Score -8732726 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -8732769.000000 Penalty: 5334.080566
	Iteration 39Q: 3 clusters Score -8732769 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8732809.000000 Penalty: 5334.080566
	Iteration 40F: 3 clusters Score -8732809 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -8732865.000000 Penalty: 5334.080566
	Iteration 41Q: 3 clusters Score -8732865 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -8732852.000000 Penalty: 5334.080566
	Iteration 42Q: 3 clusters Score -8732852 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -8732866.000000 Penalty: 5334.080566
	Iteration 43Q: 3 clusters Score -8732866 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8732896.000000 Penalty: 5334.080566
	Iteration 44Q: 3 clusters Score -8732896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -8732902.000000 Penalty: 5334.080566
	Iteration 45Q: 3 clusters Score -8732902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8732917.000000 Penalty: 5334.080566
	Iteration 46Q: 3 clusters Score -8732917 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -8732930.000000 Penalty: 5334.080566
	Iteration 47Q: 3 clusters Score -8732930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -8732946.000000 Penalty: 5334.080566
	Iteration 48Q: 3 clusters Score -8732946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -8732964.000000 Penalty: 5334.080566
	Iteration 49Q: 3 clusters Score -8732964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -8732981.000000 Penalty: 5334.080566
	Iteration 50Q: 3 clusters Score -8732981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -8732977.000000 Penalty: 5334.080566
	Iteration 51Q: 3 clusters Score -8732977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -8732986.000000 Penalty: 5334.080566
	Iteration 52Q: 3 clusters Score -8732986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -8732988.000000 Penalty: 5334.080566
	Iteration 53Q: 3 clusters Score -8732988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -8732986.000000 Penalty: 5334.080566
	Iteration 54Q: 3 clusters Score -8732986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -8732989.000000 Penalty: 5334.080566
	Iteration 55Q: 3 clusters Score -8732989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -8732988.000000 Penalty: 5334.080566
	Iteration 56Q: 3 clusters Score -8732988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -8732999.000000 Penalty: 5334.080566
	Iteration 57Q: 3 clusters Score -8732999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -8733000.000000 Penalty: 5334.080566
	Iteration 58Q: 3 clusters Score -8733000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -8733012.000000 Penalty: 5334.080566
	Iteration 59Q: 3 clusters Score -8733012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -8733011.000000 Penalty: 5334.080566
	Iteration 60F: 3 clusters Score -8733011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -8733027.000000 Penalty: 5334.080566
	Iteration 61Q: 3 clusters Score -8733027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -8733020.000000 Penalty: 5334.080566
	Iteration 62Q: 3 clusters Score -8733020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -8733020.000000 Penalty: 5334.080566
	Iteration 63Q: 3 clusters Score -8733020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -8733028.000000 Penalty: 5334.080566
	Iteration 64Q: 3 clusters Score -8733028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -8733036.000000 Penalty: 5334.080566
	Iteration 65Q: 3 clusters Score -8733036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -8733043.000000 Penalty: 5334.080566
	Iteration 66Q: 3 clusters Score -8733043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -8733045.000000 Penalty: 5334.080566
	Iteration 67Q: 3 clusters Score -8733045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -8733031.000000 Penalty: 5334.080566
	Iteration 68Q: 3 clusters Score -8733031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -8733039.000000 Penalty: 5334.080566
	Iteration 69Q: 3 clusters Score -8733039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -8733042.000000 Penalty: 5334.080566
	Iteration 70Q: 3 clusters Score -8733042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -8733038.000000 Penalty: 5334.080566
	Iteration 71Q: 3 clusters Score -8733038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -8733057.000000 Penalty: 5334.080566
	Iteration 72Q: 3 clusters Score -8733057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -8733065.000000 Penalty: 5334.080566
	Iteration 73Q: 3 clusters Score -8733065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -8733065.000000 Penalty: 5334.080566
	Iteration 74Q: 3 clusters Score -8733065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -8733073.000000 Penalty: 5334.080566
	Iteration 75Q: 3 clusters Score -8733073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -8733072.000000 Penalty: 5334.080566
	Iteration 76Q: 3 clusters Score -8733072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -8733067.000000 Penalty: 5334.080566
	Iteration 77Q: 3 clusters Score -8733067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -8733074.000000 Penalty: 5334.080566
	Iteration 78Q: 3 clusters Score -8733074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -8733076.000000 Penalty: 5334.080566
	Iteration 79Q: 3 clusters Score -8733076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -8733077.000000 Penalty: 5334.080566
	Iteration 80F: 3 clusters Score -8733077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8733076.000000 Penalty: 5334.080566
	Iteration 81Q: 3 clusters Score -8733076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -8733078.000000 Penalty: 5334.080566
	Iteration 82Q: 3 clusters Score -8733078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -8733088.000000 Penalty: 5334.080566
	Iteration 83Q: 3 clusters Score -8733088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -8733084.000000 Penalty: 5334.080566
	Iteration 84Q: 3 clusters Score -8733084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -8733084.000000 Penalty: 5334.080566
	Iteration 85F: 3 clusters Score -8733084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Entering Unmasked Estep 
Score: -8084050.000000 Penalty: 2649.195068
	Iteration 0F: 2 clusters Score -8084050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -8054713.000000 Penalty: 5298.390137
	Iteration 0F: 3 clusters Score -8054713 nChanged 20059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -8065966.500000 Penalty: 5298.390137
	Iteration 1F: 3 clusters Score -8065966 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -8066437.500000 Penalty: 5298.390137
	Iteration 2Q: 3 clusters Score -8066438 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -8066920.500000 Penalty: 5298.390137
	Iteration 3Q: 3 clusters Score -8066920 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -8067323.500000 Penalty: 5298.390137
	Iteration 4Q: 3 clusters Score -8067324 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -8067648.000000 Penalty: 5298.390137
	Iteration 5Q: 3 clusters Score -8067648 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -8068089.000000 Penalty: 5298.390137
	Iteration 6Q: 3 clusters Score -8068089 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -8068552.000000 Penalty: 5298.390137
	Iteration 7Q: 3 clusters Score -8068552 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -8069120.500000 Penalty: 5298.390137
	Iteration 8Q: 3 clusters Score -8069120 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -8069897.000000 Penalty: 5298.390137
	Iteration 9Q: 3 clusters Score -8069897 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -8070945.500000 Penalty: 5298.390137
	Iteration 10Q: 3 clusters Score -8070946 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -8072416.500000 Penalty: 5298.390137
	Iteration 11F: 3 clusters Score -8072416 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -8073946.500000 Penalty: 5298.390137
	Iteration 12F: 3 clusters Score -8073946 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -8075226.000000 Penalty: 5298.390137
	Iteration 13Q: 3 clusters Score -8075226 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -8076263.000000 Penalty: 5298.390137
	Iteration 14Q: 3 clusters Score -8076263 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -8076932.500000 Penalty: 5298.390137
	Iteration 15Q: 3 clusters Score -8076932 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -8077394.000000 Penalty: 5298.390137
	Iteration 16Q: 3 clusters Score -8077394 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -8077835.500000 Penalty: 5298.390137
	Iteration 17Q: 3 clusters Score -8077836 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -8078290.500000 Penalty: 5298.390137
	Iteration 18Q: 3 clusters Score -8078290 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -8078689.500000 Penalty: 5298.390137
	Iteration 19Q: 3 clusters Score -8078690 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -8079072.000000 Penalty: 5298.390137
	Iteration 20F: 3 clusters Score -8079072 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -8079431.000000 Penalty: 5298.390137
	Iteration 21Q: 3 clusters Score -8079431 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -8079759.500000 Penalty: 5298.390137
	Iteration 22Q: 3 clusters Score -8079760 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -8080050.000000 Penalty: 5298.390137
	Iteration 23Q: 3 clusters Score -8080050 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -8080324.000000 Penalty: 5298.390137
	Iteration 24Q: 3 clusters Score -8080324 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -8080544.500000 Penalty: 5298.390137
	Iteration 25Q: 3 clusters Score -8080544 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -8080751.000000 Penalty: 5298.390137
	Iteration 26Q: 3 clusters Score -8080751 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -8080909.500000 Penalty: 5298.390137
	Iteration 27Q: 3 clusters Score -8080910 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -8081078.500000 Penalty: 5298.390137
	Iteration 28Q: 3 clusters Score -8081078 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -8081222.000000 Penalty: 5298.390137
	Iteration 29Q: 3 clusters Score -8081222 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -8081300.000000 Penalty: 5298.390137
	Iteration 30Q: 3 clusters Score -8081300 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -8081351.000000 Penalty: 5298.390137
	Iteration 31Q: 3 clusters Score -8081351 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -8081418.000000 Penalty: 5298.390137
	Iteration 32Q: 3 clusters Score -8081418 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -8081479.000000 Penalty: 5298.390137
	Iteration 33Q: 3 clusters Score -8081479 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -8081524.500000 Penalty: 5298.390137
	Iteration 34Q: 3 clusters Score -8081524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -8081555.500000 Penalty: 5298.390137
	Iteration 35Q: 3 clusters Score -8081556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -8081586.500000 Penalty: 5298.390137
	Iteration 36Q: 3 clusters Score -8081586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -8081633.500000 Penalty: 5298.390137
	Iteration 37Q: 3 clusters Score -8081634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -8081681.500000 Penalty: 5298.390137
	Iteration 38Q: 3 clusters Score -8081682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -8081705.000000 Penalty: 5298.390137
	Iteration 39Q: 3 clusters Score -8081705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -8081722.500000 Penalty: 5298.390137
	Iteration 40F: 3 clusters Score -8081722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8081745.000000 Penalty: 5298.390137
	Iteration 41Q: 3 clusters Score -8081745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -8081770.500000 Penalty: 5298.390137
	Iteration 42Q: 3 clusters Score -8081770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -8081782.000000 Penalty: 5298.390137
	Iteration 43Q: 3 clusters Score -8081782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8081802.500000 Penalty: 5298.390137
	Iteration 44Q: 3 clusters Score -8081802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -8081817.000000 Penalty: 5298.390137
	Iteration 45Q: 3 clusters Score -8081817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -8081838.000000 Penalty: 5298.390137
	Iteration 46Q: 3 clusters Score -8081838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -8081836.000000 Penalty: 5298.390137
	Iteration 47Q: 3 clusters Score -8081836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -8081855.500000 Penalty: 5298.390137
	Iteration 48Q: 3 clusters Score -8081856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -8081871.500000 Penalty: 5298.390137
	Iteration 49Q: 3 clusters Score -8081872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -8081870.500000 Penalty: 5298.390137
	Iteration 50Q: 3 clusters Score -8081870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -8081865.000000 Penalty: 5298.390137
	Iteration 51Q: 3 clusters Score -8081865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -8081869.000000 Penalty: 5298.390137
	Iteration 52Q: 3 clusters Score -8081869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -8081887.500000 Penalty: 5298.390137
	Iteration 53Q: 3 clusters Score -8081888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -8081882.500000 Penalty: 5298.390137
	Iteration 54Q: 3 clusters Score -8081882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -8081876.500000 Penalty: 5298.390137
	Iteration 55Q: 3 clusters Score -8081876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -8081884.500000 Penalty: 5298.390137
	Iteration 56Q: 3 clusters Score -8081884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -8081894.000000 Penalty: 5298.390137
	Iteration 57Q: 3 clusters Score -8081894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -8081893.000000 Penalty: 5298.390137
	Iteration 58Q: 3 clusters Score -8081893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -8081902.000000 Penalty: 5298.390137
	Iteration 59Q: 3 clusters Score -8081902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -8081902.000000 Penalty: 5298.390137
	Iteration 60F: 3 clusters Score -8081902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 47511 members 
Mstep: Class 3 contains 46019 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 52289 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 39288 members 
Mstep: Class 9 contains 38860 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46965 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45331 members 
Mstep: Class 17 contains 6391 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47048 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 49402 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46826 members 
Mstep: Class 28 contains 43575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110159640.000000 Penalty: 89117.335938
Iteration 279Q: 28 clusters Score -1.101596e+08 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 47281 members 
Mstep: Class 3 contains 47592 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 51538 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 39095 members 
Mstep: Class 9 contains 38826 members 
Mstep: Class 10 contains 12561 members 
Mstep: Class 11 contains 11431 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46947 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 45342 members 
Mstep: Class 17 contains 6344 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47179 members 
Mstep: Class 23 contains 5911 members 
Mstep: Class 24 contains 49296 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46745 members 
Mstep: Class 28 contains 43061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160640.000000 Penalty: 89117.335938
Iteration 280F: 28 clusters Score -1.101606e+08 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 46857 members 
Mstep: Class 3 contains 49224 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50475 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 8 contains 38803 members 
Mstep: Class 9 contains 38783 members 
Mstep: Class 10 contains 12425 members 
Mstep: Class 11 contains 12467 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46808 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45249 members 
Mstep: Class 17 contains 6296 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47076 members 
Mstep: Class 23 contains 5899 members 
Mstep: Class 24 contains 49158 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46613 members 
Mstep: Class 28 contains 42671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161096.000000 Penalty: 89117.335938
Iteration 281Q: 28 clusters Score -1.101611e+08 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 46408 members 
Mstep: Class 3 contains 50657 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49712 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 8 contains 38530 members 
Mstep: Class 9 contains 38729 members 
Mstep: Class 10 contains 12254 members 
Mstep: Class 11 contains 13243 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46701 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 45208 members 
Mstep: Class 17 contains 6254 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46956 members 
Mstep: Class 23 contains 5904 members 
Mstep: Class 24 contains 48981 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46429 members 
Mstep: Class 28 contains 42483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161472.000000 Penalty: 89117.335938
Iteration 282Q: 28 clusters Score -1.101615e+08 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 45951 members 
Mstep: Class 3 contains 51364 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49768 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 38706 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 13804 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46612 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 45231 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46968 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 48839 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46305 members 
Mstep: Class 28 contains 42294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161160.000000 Penalty: 89117.335938
Iteration 283Q: 28 clusters Score -1.101612e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 45629 members 
Mstep: Class 3 contains 51766 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50006 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 37987 members 
Mstep: Class 9 contains 38662 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 14175 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46529 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45256 members 
Mstep: Class 17 contains 6185 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47022 members 
Mstep: Class 23 contains 5878 members 
Mstep: Class 24 contains 48701 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46238 members 
Mstep: Class 28 contains 42095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160992.000000 Penalty: 89117.335938
Iteration 284Q: 28 clusters Score -1.10161e+08 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 45311 members 
Mstep: Class 3 contains 52166 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50122 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 37815 members 
Mstep: Class 9 contains 38610 members 
Mstep: Class 10 contains 11757 members 
Mstep: Class 11 contains 14507 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46448 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45323 members 
Mstep: Class 17 contains 6168 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47066 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 48577 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46226 members 
Mstep: Class 28 contains 41986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160968.000000 Penalty: 89117.335938
Iteration 285Q: 28 clusters Score -1.10161e+08 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 45127 members 
Mstep: Class 3 contains 52304 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 37737 members 
Mstep: Class 9 contains 38570 members 
Mstep: Class 10 contains 11617 members 
Mstep: Class 11 contains 14678 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46393 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45361 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47150 members 
Mstep: Class 23 contains 5858 members 
Mstep: Class 24 contains 48430 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46218 members 
Mstep: Class 28 contains 41879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160784.000000 Penalty: 89117.335938
Iteration 286Q: 28 clusters Score -1.101608e+08 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 45101 members 
Mstep: Class 3 contains 52352 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50427 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 8 contains 37626 members 
Mstep: Class 9 contains 38515 members 
Mstep: Class 10 contains 11476 members 
Mstep: Class 11 contains 14858 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46324 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45419 members 
Mstep: Class 17 contains 6144 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47229 members 
Mstep: Class 23 contains 5850 members 
Mstep: Class 24 contains 48341 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46212 members 
Mstep: Class 28 contains 41792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110160928.000000 Penalty: 89117.335938
Iteration 287Q: 28 clusters Score -1.101609e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 45126 members 
Mstep: Class 3 contains 52426 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50491 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 8 contains 37513 members 
Mstep: Class 9 contains 38458 members 
Mstep: Class 10 contains 11365 members 
Mstep: Class 11 contains 15010 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46287 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45411 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47269 members 
Mstep: Class 23 contains 5844 members 
Mstep: Class 24 contains 48275 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46246 members 
Mstep: Class 28 contains 41717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161096.000000 Penalty: 89117.335938
Iteration 288Q: 28 clusters Score -1.101611e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 45169 members 
Mstep: Class 3 contains 52444 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50565 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 37423 members 
Mstep: Class 9 contains 38418 members 
Mstep: Class 10 contains 11256 members 
Mstep: Class 11 contains 15144 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46262 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45386 members 
Mstep: Class 17 contains 6114 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47269 members 
Mstep: Class 23 contains 5842 members 
Mstep: Class 24 contains 48198 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46300 members 
Mstep: Class 28 contains 41661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161080.000000 Penalty: 89117.335938
Iteration 289Q: 28 clusters Score -1.101611e+08 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 45215 members 
Mstep: Class 3 contains 52361 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50643 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 37336 members 
Mstep: Class 9 contains 38402 members 
Mstep: Class 10 contains 11174 members 
Mstep: Class 11 contains 15329 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46258 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45346 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47201 members 
Mstep: Class 23 contains 5840 members 
Mstep: Class 24 contains 48136 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46367 members 
Mstep: Class 28 contains 41643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161472.000000 Penalty: 89117.335938
Iteration 290Q: 28 clusters Score -1.101615e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 45272 members 
Mstep: Class 3 contains 52300 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50684 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 37206 members 
Mstep: Class 9 contains 38357 members 
Mstep: Class 10 contains 11078 members 
Mstep: Class 11 contains 15496 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46261 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45345 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47133 members 
Mstep: Class 23 contains 5837 members 
Mstep: Class 24 contains 48077 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46459 members 
Mstep: Class 28 contains 41629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161568.000000 Penalty: 89117.335938
Iteration 291Q: 28 clusters Score -1.101616e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 45289 members 
Mstep: Class 3 contains 52360 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50735 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 37085 members 
Mstep: Class 9 contains 38306 members 
Mstep: Class 10 contains 10995 members 
Mstep: Class 11 contains 15701 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46251 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47068 members 
Mstep: Class 23 contains 5832 members 
Mstep: Class 24 contains 48035 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46459 members 
Mstep: Class 28 contains 41610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162040.000000 Penalty: 89117.335938
Iteration 292Q: 28 clusters Score -1.10162e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 45342 members 
Mstep: Class 3 contains 52425 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50717 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 37024 members 
Mstep: Class 9 contains 38252 members 
Mstep: Class 10 contains 10915 members 
Mstep: Class 11 contains 15909 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46229 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 45326 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47003 members 
Mstep: Class 23 contains 5822 members 
Mstep: Class 24 contains 48020 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46414 members 
Mstep: Class 28 contains 41582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110161984.000000 Penalty: 89117.335938
Iteration 293Q: 28 clusters Score -1.10162e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 45341 members 
Mstep: Class 3 contains 52461 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50767 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 36929 members 
Mstep: Class 9 contains 38201 members 
Mstep: Class 10 contains 10832 members 
Mstep: Class 11 contains 16142 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 46247 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 45306 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46909 members 
Mstep: Class 23 contains 5816 members 
Mstep: Class 24 contains 47989 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46414 members 
Mstep: Class 28 contains 41550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162280.000000 Penalty: 89117.335938
Iteration 294Q: 28 clusters Score -1.101623e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 45365 members 
Mstep: Class 3 contains 52485 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50761 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 36860 members 
Mstep: Class 9 contains 38141 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 16352 members 
Mstep: Class 12 contains 1069 members 
Mstep: Class 13 contains 46225 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 45281 members 
Mstep: Class 17 contains 6074 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46842 members 
Mstep: Class 23 contains 5814 members 
Mstep: Class 24 contains 47976 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46392 members 
Mstep: Class 28 contains 41563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162416.000000 Penalty: 89117.335938
Iteration 295Q: 28 clusters Score -1.101624e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 45343 members 
Mstep: Class 3 contains 52525 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50761 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 36799 members 
Mstep: Class 9 contains 38073 members 
Mstep: Class 10 contains 10711 members 
Mstep: Class 11 contains 16623 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46212 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45254 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46765 members 
Mstep: Class 23 contains 5811 members 
Mstep: Class 24 contains 47962 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46391 members 
Mstep: Class 28 contains 41576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162432.000000 Penalty: 89117.335938
Iteration 296Q: 28 clusters Score -1.101624e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 45346 members 
Mstep: Class 3 contains 52597 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50750 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 36748 members 
Mstep: Class 9 contains 38009 members 
Mstep: Class 10 contains 10642 members 
Mstep: Class 11 contains 16816 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46223 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45248 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 47935 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46353 members 
Mstep: Class 28 contains 41591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162392.000000 Penalty: 89117.335938
Iteration 297Q: 28 clusters Score -1.101624e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 45350 members 
Mstep: Class 3 contains 52701 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50739 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 36709 members 
Mstep: Class 9 contains 37973 members 
Mstep: Class 10 contains 10557 members 
Mstep: Class 11 contains 17045 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46224 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45286 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46594 members 
Mstep: Class 23 contains 5802 members 
Mstep: Class 24 contains 47911 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46277 members 
Mstep: Class 28 contains 41611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162576.000000 Penalty: 89117.335938
Iteration 298Q: 28 clusters Score -1.101626e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 45351 members 
Mstep: Class 3 contains 52874 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50673 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 36613 members 
Mstep: Class 9 contains 37942 members 
Mstep: Class 10 contains 10471 members 
Mstep: Class 11 contains 17232 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46215 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 45363 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46525 members 
Mstep: Class 23 contains 5800 members 
Mstep: Class 24 contains 47902 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46155 members 
Mstep: Class 28 contains 41617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110162936.000000 Penalty: 89117.335938
Iteration 299Q: 28 clusters Score -1.101629e+08 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 45313 members 
Mstep: Class 3 contains 53063 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50639 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 36472 members 
Mstep: Class 9 contains 37906 members 
Mstep: Class 10 contains 10383 members 
Mstep: Class 11 contains 17445 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46172 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45394 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46530 members 
Mstep: Class 23 contains 5798 members 
Mstep: Class 24 contains 47910 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46067 members 
Mstep: Class 28 contains 41644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163032.000000 Penalty: 89117.335938
Iteration 300F: 28 clusters Score -1.10163e+08 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 45285 members 
Mstep: Class 3 contains 53365 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50430 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 36305 members 
Mstep: Class 9 contains 37845 members 
Mstep: Class 10 contains 10298 members 
Mstep: Class 11 contains 17699 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46157 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45387 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46584 members 
Mstep: Class 23 contains 5802 members 
Mstep: Class 24 contains 47918 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46022 members 
Mstep: Class 28 contains 41677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163048.000000 Penalty: 89117.335938
Iteration 301Q: 28 clusters Score -1.10163e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 45170 members 
Mstep: Class 3 contains 53825 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2682 members 
Mstep: Class 8 contains 36118 members 
Mstep: Class 9 contains 37795 members 
Mstep: Class 10 contains 10205 members 
Mstep: Class 11 contains 17937 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46128 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45379 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46698 members 
Mstep: Class 23 contains 5805 members 
Mstep: Class 24 contains 47903 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45959 members 
Mstep: Class 28 contains 41700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163352.000000 Penalty: 89117.335938
Iteration 302Q: 28 clusters Score -1.101634e+08 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 45028 members 
Mstep: Class 3 contains 54300 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50053 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 35943 members 
Mstep: Class 9 contains 37756 members 
Mstep: Class 10 contains 10106 members 
Mstep: Class 11 contains 18225 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46106 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 45361 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46816 members 
Mstep: Class 23 contains 5807 members 
Mstep: Class 24 contains 47875 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45927 members 
Mstep: Class 28 contains 41701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163376.000000 Penalty: 89117.335938
Iteration 303Q: 28 clusters Score -1.101634e+08 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 44837 members 
Mstep: Class 3 contains 54814 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49793 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 35757 members 
Mstep: Class 9 contains 37715 members 
Mstep: Class 10 contains 10029 members 
Mstep: Class 11 contains 18552 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46057 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 45319 members 
Mstep: Class 17 contains 6074 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46920 members 
Mstep: Class 23 contains 5807 members 
Mstep: Class 24 contains 47888 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45942 members 
Mstep: Class 28 contains 41686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163248.000000 Penalty: 89117.335938
Iteration 304Q: 28 clusters Score -1.101632e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 44723 members 
Mstep: Class 3 contains 55215 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49638 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 35585 members 
Mstep: Class 9 contains 37702 members 
Mstep: Class 10 contains 9962 members 
Mstep: Class 11 contains 18863 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46009 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 45279 members 
Mstep: Class 17 contains 6074 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46971 members 
Mstep: Class 23 contains 5807 members 
Mstep: Class 24 contains 47887 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45894 members 
Mstep: Class 28 contains 41677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163240.000000 Penalty: 89117.335938
Iteration 305Q: 28 clusters Score -1.101632e+08 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 44637 members 
Mstep: Class 3 contains 55409 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49564 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 35408 members 
Mstep: Class 9 contains 37675 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 19257 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45997 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 45211 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47025 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 47887 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45869 members 
Mstep: Class 28 contains 41657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163344.000000 Penalty: 89117.335938
Iteration 306Q: 28 clusters Score -1.101633e+08 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 44602 members 
Mstep: Class 3 contains 55541 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49541 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 35260 members 
Mstep: Class 9 contains 37646 members 
Mstep: Class 10 contains 9817 members 
Mstep: Class 11 contains 19636 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45988 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 45159 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46964 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 47906 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45886 members 
Mstep: Class 28 contains 41634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163512.000000 Penalty: 89117.335938
Iteration 307Q: 28 clusters Score -1.101635e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 44616 members 
Mstep: Class 3 contains 55528 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49599 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 35133 members 
Mstep: Class 9 contains 37635 members 
Mstep: Class 10 contains 9736 members 
Mstep: Class 11 contains 20047 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45989 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 45143 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46827 members 
Mstep: Class 23 contains 5802 members 
Mstep: Class 24 contains 47929 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45899 members 
Mstep: Class 28 contains 41599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163680.000000 Penalty: 89117.335938
Iteration 308Q: 28 clusters Score -1.101637e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 44569 members 
Mstep: Class 3 contains 55529 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49676 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 35058 members 
Mstep: Class 9 contains 37603 members 
Mstep: Class 10 contains 9655 members 
Mstep: Class 11 contains 20420 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45976 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 45115 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46777 members 
Mstep: Class 23 contains 5801 members 
Mstep: Class 24 contains 47946 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45880 members 
Mstep: Class 28 contains 41504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163656.000000 Penalty: 89117.335938
Iteration 309Q: 28 clusters Score -1.101637e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 44532 members 
Mstep: Class 3 contains 55661 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49737 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 34984 members 
Mstep: Class 9 contains 37573 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 20851 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45951 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45103 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46765 members 
Mstep: Class 23 contains 5798 members 
Mstep: Class 24 contains 47947 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45826 members 
Mstep: Class 28 contains 41420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163560.000000 Penalty: 89117.335938
Iteration 310Q: 28 clusters Score -1.101636e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 44532 members 
Mstep: Class 3 contains 55713 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49777 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 34911 members 
Mstep: Class 9 contains 37525 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 21281 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45946 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45063 members 
Mstep: Class 17 contains 6093 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46719 members 
Mstep: Class 23 contains 5794 members 
Mstep: Class 24 contains 47964 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45835 members 
Mstep: Class 28 contains 41293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163472.000000 Penalty: 89117.335938
Iteration 311Q: 28 clusters Score -1.101635e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 44585 members 
Mstep: Class 3 contains 55852 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49781 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 34850 members 
Mstep: Class 9 contains 37482 members 
Mstep: Class 10 contains 9427 members 
Mstep: Class 11 contains 21705 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45947 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45058 members 
Mstep: Class 17 contains 6097 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46630 members 
Mstep: Class 23 contains 5787 members 
Mstep: Class 24 contains 47977 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45835 members 
Mstep: Class 28 contains 41119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163400.000000 Penalty: 89117.335938
Iteration 312Q: 28 clusters Score -1.101634e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 44612 members 
Mstep: Class 3 contains 55900 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49772 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 34835 members 
Mstep: Class 9 contains 37445 members 
Mstep: Class 10 contains 9364 members 
Mstep: Class 11 contains 22155 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45944 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45052 members 
Mstep: Class 17 contains 6089 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46523 members 
Mstep: Class 23 contains 5783 members 
Mstep: Class 24 contains 47968 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45877 members 
Mstep: Class 28 contains 40877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163528.000000 Penalty: 89117.335938
Iteration 313Q: 28 clusters Score -1.101635e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 44674 members 
Mstep: Class 3 contains 55847 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49778 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 2676 members 
Mstep: Class 8 contains 34819 members 
Mstep: Class 9 contains 37393 members 
Mstep: Class 10 contains 9306 members 
Mstep: Class 11 contains 22634 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45943 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45020 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46434 members 
Mstep: Class 23 contains 5782 members 
Mstep: Class 24 contains 47978 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45902 members 
Mstep: Class 28 contains 40601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163648.000000 Penalty: 89117.335938
Iteration 314Q: 28 clusters Score -1.101636e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 44743 members 
Mstep: Class 3 contains 55889 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49752 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 37346 members 
Mstep: Class 10 contains 9240 members 
Mstep: Class 11 contains 23125 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45935 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 44977 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46385 members 
Mstep: Class 23 contains 5779 members 
Mstep: Class 24 contains 47979 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45931 members 
Mstep: Class 28 contains 40317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110163936.000000 Penalty: 89117.335938
Iteration 315Q: 28 clusters Score -1.101639e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 44811 members 
Mstep: Class 3 contains 55893 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49783 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 34734 members 
Mstep: Class 9 contains 37298 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 23686 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45926 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44953 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46353 members 
Mstep: Class 23 contains 5782 members 
Mstep: Class 24 contains 47984 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45904 members 
Mstep: Class 28 contains 39958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164192.000000 Penalty: 89117.335938
Iteration 316Q: 28 clusters Score -1.101642e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 44891 members 
Mstep: Class 3 contains 56097 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49750 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 34683 members 
Mstep: Class 9 contains 37237 members 
Mstep: Class 10 contains 9127 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45944 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44942 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46322 members 
Mstep: Class 23 contains 5782 members 
Mstep: Class 24 contains 47973 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45914 members 
Mstep: Class 28 contains 39628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164424.000000 Penalty: 89117.335938
Iteration 317Q: 28 clusters Score -1.101644e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 44989 members 
Mstep: Class 3 contains 56480 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49671 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 34639 members 
Mstep: Class 9 contains 37194 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 25173 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45961 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44918 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46223 members 
Mstep: Class 23 contains 5787 members 
Mstep: Class 24 contains 47939 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45926 members 
Mstep: Class 28 contains 39245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164336.000000 Penalty: 89117.335938
Iteration 318Q: 28 clusters Score -1.101643e+08 nChanged 3346
Entering ConstructFrom: 
Score: -110164336.000000 Penalty: 89117.335938
Entering ConstructFrom: 
Trying to split cluster 1 (52979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Entering Unmasked Estep 
Score: -9871023.000000 Penalty: 2697.657471
	Iteration 0F: 2 clusters Score -9871023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -9838048.000000 Penalty: 5395.314941
	Iteration 0F: 3 clusters Score -9838048 nChanged 24413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -9851548.000000 Penalty: 5395.314941
	Iteration 1F: 3 clusters Score -9851548 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -9852221.000000 Penalty: 5395.314941
	Iteration 2Q: 3 clusters Score -9852221 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -9852953.000000 Penalty: 5395.314941
	Iteration 3Q: 3 clusters Score -9852953 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -9853898.000000 Penalty: 5395.314941
	Iteration 4Q: 3 clusters Score -9853898 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -9855078.000000 Penalty: 5395.314941
	Iteration 5Q: 3 clusters Score -9855078 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -9856721.000000 Penalty: 5395.314941
	Iteration 6Q: 3 clusters Score -9856721 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -9858952.000000 Penalty: 5395.314941
	Iteration 7F: 3 clusters Score -9858952 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -9861670.000000 Penalty: 5395.314941
	Iteration 8F: 3 clusters Score -9861670 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -9864183.000000 Penalty: 5395.314941
	Iteration 9F: 3 clusters Score -9864183 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -9866009.000000 Penalty: 5395.314941
	Iteration 10Q: 3 clusters Score -9866009 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -9867290.000000 Penalty: 5395.314941
	Iteration 11Q: 3 clusters Score -9867290 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -9867979.000000 Penalty: 5395.314941
	Iteration 12Q: 3 clusters Score -9867979 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -9868454.000000 Penalty: 5395.314941
	Iteration 13Q: 3 clusters Score -9868454 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -9868779.000000 Penalty: 5395.314941
	Iteration 14Q: 3 clusters Score -9868779 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -9869059.000000 Penalty: 5395.314941
	Iteration 15Q: 3 clusters Score -9869059 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -9869281.000000 Penalty: 5395.314941
	Iteration 16Q: 3 clusters Score -9869281 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -9869446.000000 Penalty: 5395.314941
	Iteration 17Q: 3 clusters Score -9869446 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -9869659.000000 Penalty: 5395.314941
	Iteration 18Q: 3 clusters Score -9869659 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -9869807.000000 Penalty: 5395.314941
	Iteration 19Q: 3 clusters Score -9869807 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -9869938.000000 Penalty: 5395.314941
	Iteration 20F: 3 clusters Score -9869938 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -9870011.000000 Penalty: 5395.314941
	Iteration 21Q: 3 clusters Score -9870011 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -9870078.000000 Penalty: 5395.314941
	Iteration 22Q: 3 clusters Score -9870078 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -9870134.000000 Penalty: 5395.314941
	Iteration 23Q: 3 clusters Score -9870134 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -9870221.000000 Penalty: 5395.314941
	Iteration 24Q: 3 clusters Score -9870221 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -9870279.000000 Penalty: 5395.314941
	Iteration 25Q: 3 clusters Score -9870279 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -9870342.000000 Penalty: 5395.314941
	Iteration 26Q: 3 clusters Score -9870342 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -9870369.000000 Penalty: 5395.314941
	Iteration 27Q: 3 clusters Score -9870369 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -9870359.000000 Penalty: 5395.314941
	Iteration 28Q: 3 clusters Score -9870359 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -9870391.000000 Penalty: 5395.314941
	Iteration 29Q: 3 clusters Score -9870391 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -9870438.000000 Penalty: 5395.314941
	Iteration 30Q: 3 clusters Score -9870438 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -9870441.000000 Penalty: 5395.314941
	Iteration 31Q: 3 clusters Score -9870441 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -9870460.000000 Penalty: 5395.314941
	Iteration 32Q: 3 clusters Score -9870460 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -9870477.000000 Penalty: 5395.314941
	Iteration 33Q: 3 clusters Score -9870477 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -9870513.000000 Penalty: 5395.314941
	Iteration 34Q: 3 clusters Score -9870513 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -9870506.000000 Penalty: 5395.314941
	Iteration 35Q: 3 clusters Score -9870506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -9870511.000000 Penalty: 5395.314941
	Iteration 36Q: 3 clusters Score -9870511 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -9870520.000000 Penalty: 5395.314941
	Iteration 37Q: 3 clusters Score -9870520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -9870553.000000 Penalty: 5395.314941
	Iteration 38Q: 3 clusters Score -9870553 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -9870558.000000 Penalty: 5395.314941
	Iteration 39Q: 3 clusters Score -9870558 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -9870533.000000 Penalty: 5395.314941
	Iteration 40F: 3 clusters Score -9870533 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -9870535.000000 Penalty: 5395.314941
	Iteration 41Q: 3 clusters Score -9870535 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -9870532.000000 Penalty: 5395.314941
	Iteration 42Q: 3 clusters Score -9870532 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -9870542.000000 Penalty: 5395.314941
	Iteration 43Q: 3 clusters Score -9870542 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -9870564.000000 Penalty: 5395.314941
	Iteration 44Q: 3 clusters Score -9870564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -9870553.000000 Penalty: 5395.314941
	Iteration 45Q: 3 clusters Score -9870553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -9870539.000000 Penalty: 5395.314941
	Iteration 46Q: 3 clusters Score -9870539 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -9870542.000000 Penalty: 5395.314941
	Iteration 47Q: 3 clusters Score -9870542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -9870549.000000 Penalty: 5395.314941
	Iteration 48Q: 3 clusters Score -9870549 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -9870535.000000 Penalty: 5395.314941
	Iteration 49Q: 3 clusters Score -9870535 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -9870533.000000 Penalty: 5395.314941
	Iteration 50Q: 3 clusters Score -9870533 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -9870514.000000 Penalty: 5395.314941
	Iteration 51Q: 3 clusters Score -9870514 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -9870499.000000 Penalty: 5395.314941
	Iteration 52Q: 3 clusters Score -9870499 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -9870488.000000 Penalty: 5395.314941
	Iteration 53Q: 3 clusters Score -9870488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -9870439.000000 Penalty: 5395.314941
	Iteration 54Q: 3 clusters Score -9870439 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -9870444.000000 Penalty: 5395.314941
	Iteration 55Q: 3 clusters Score -9870444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -9870422.000000 Penalty: 5395.314941
	Iteration 56Q: 3 clusters Score -9870422 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -9870404.000000 Penalty: 5395.314941
	Iteration 57Q: 3 clusters Score -9870404 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -9870350.000000 Penalty: 5395.314941
	Iteration 58Q: 3 clusters Score -9870350 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -9870315.000000 Penalty: 5395.314941
	Iteration 59Q: 3 clusters Score -9870315 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -9870240.000000 Penalty: 5395.314941
	Iteration 60F: 3 clusters Score -9870240 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -9870205.000000 Penalty: 5395.314941
	Iteration 61Q: 3 clusters Score -9870205 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -9870162.000000 Penalty: 5395.314941
	Iteration 62Q: 3 clusters Score -9870162 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -9870175.000000 Penalty: 5395.314941
	Iteration 63Q: 3 clusters Score -9870175 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -9870143.000000 Penalty: 5395.314941
	Iteration 64Q: 3 clusters Score -9870143 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -9870058.000000 Penalty: 5395.314941
	Iteration 65Q: 3 clusters Score -9870058 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -9870063.000000 Penalty: 5395.314941
	Iteration 66Q: 3 clusters Score -9870063 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -9870023.000000 Penalty: 5395.314941
	Iteration 67Q: 3 clusters Score -9870023 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -9870027.000000 Penalty: 5395.314941
	Iteration 68Q: 3 clusters Score -9870027 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -9870008.000000 Penalty: 5395.314941
	Iteration 69Q: 3 clusters Score -9870008 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -9869962.000000 Penalty: 5395.314941
	Iteration 70Q: 3 clusters Score -9869962 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9869947.000000 Penalty: 5395.314941
	Iteration 71Q: 3 clusters Score -9869947 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -9869883.000000 Penalty: 5395.314941
	Iteration 72Q: 3 clusters Score -9869883 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -9869883.000000 Penalty: 5395.314941
	Iteration 73Q: 3 clusters Score -9869883 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -9869882.000000 Penalty: 5395.314941
	Iteration 74Q: 3 clusters Score -9869882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -9869852.000000 Penalty: 5395.314941
	Iteration 75Q: 3 clusters Score -9869852 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9869850.000000 Penalty: 5395.314941
	Iteration 76Q: 3 clusters Score -9869850 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -9869850.000000 Penalty: 5395.314941
	Iteration 77Q: 3 clusters Score -9869850 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -9869778.000000 Penalty: 5395.314941
	Iteration 78Q: 3 clusters Score -9869778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -9869723.000000 Penalty: 5395.314941
	Iteration 79Q: 3 clusters Score -9869723 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -9869668.000000 Penalty: 5395.314941
	Iteration 80F: 3 clusters Score -9869668 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -9869701.000000 Penalty: 5395.314941
	Iteration 81Q: 3 clusters Score -9869701 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49724 members 
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Entering Unmasked Estep 
Score: -9869669.000000 Penalty: 5395.314941
	Iteration 82Q: 3 clusters Score -9869669 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -9869656.000000 Penalty: 5395.314941
	Iteration 83Q: 3 clusters Score -9869656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -9869692.000000 Penalty: 5395.314941
	Iteration 84Q: 3 clusters Score -9869692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9869713.000000 Penalty: 5395.314941
	Iteration 85Q: 3 clusters Score -9869713 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9869676.000000 Penalty: 5395.314941
	Iteration 86Q: 3 clusters Score -9869676 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -9869675.000000 Penalty: 5395.314941
	Iteration 87Q: 3 clusters Score -9869675 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -9869697.000000 Penalty: 5395.314941
	Iteration 88Q: 3 clusters Score -9869697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -9869712.000000 Penalty: 5395.314941
	Iteration 89Q: 3 clusters Score -9869712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -9869719.000000 Penalty: 5395.314941
	Iteration 90Q: 3 clusters Score -9869719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -9869726.000000 Penalty: 5395.314941
	Iteration 91Q: 3 clusters Score -9869726 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -9869727.000000 Penalty: 5395.314941
	Iteration 92Q: 3 clusters Score -9869727 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -9869731.000000 Penalty: 5395.314941
	Iteration 93Q: 3 clusters Score -9869731 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -9869740.000000 Penalty: 5395.314941
	Iteration 94Q: 3 clusters Score -9869740 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9869761.000000 Penalty: 5395.314941
	Iteration 95Q: 3 clusters Score -9869761 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -9869762.000000 Penalty: 5395.314941
	Iteration 96Q: 3 clusters Score -9869762 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9869761 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9869752.000000 Penalty: 5395.314941
	Iteration 98Q: 3 clusters Score -9869752 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -9869732.000000 Penalty: 5395.314941
	Iteration 99Q: 3 clusters Score -9869732 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -9869727.000000 Penalty: 5395.314941
	Iteration 100F: 3 clusters Score -9869727 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9869721.000000 Penalty: 5395.314941
	Iteration 101Q: 3 clusters Score -9869721 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -9869724.000000 Penalty: 5395.314941
	Iteration 102Q: 3 clusters Score -9869724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -9869718.000000 Penalty: 5395.314941
	Iteration 103Q: 3 clusters Score -9869718 nChanged 5
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Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9869724 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -9869723.000000 Penalty: 5395.314941
	Iteration 105Q: 3 clusters Score -9869723 nChanged 2
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Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9869722.000000 Penalty: 5395.314941
	Iteration 106Q: 3 clusters Score -9869722 nChanged 1
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Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -9869715.000000 Penalty: 5395.314941
	Iteration 107Q: 3 clusters Score -9869715 nChanged 3
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Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -9869714.000000 Penalty: 5395.314941
	Iteration 108Q: 3 clusters Score -9869714 nChanged 3
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Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9869718.000000 Penalty: 5395.314941
	Iteration 109Q: 3 clusters Score -9869718 nChanged 2
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Mstep: Class 1 contains 50412 members 
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Entering Unmasked Estep 
Score: -9869720.000000 Penalty: 5395.314941
	Iteration 110Q: 3 clusters Score -9869720 nChanged 2
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Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -9869717.000000 Penalty: 5395.314941
	Iteration 111Q: 3 clusters Score -9869717 nChanged 2
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9869725 nChanged 2
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Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9869725 nChanged 4
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9869725 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50422 members 
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Entering Unmasked Estep 
Score: -9869723.000000 Penalty: 5395.314941
	Iteration 115Q: 3 clusters Score -9869723 nChanged 2
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9869720 nChanged 2
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Entering Unmasked Estep 
Score: -9869719.000000 Penalty: 5395.314941
	Iteration 117Q: 3 clusters Score -9869719 nChanged 5
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9869724 nChanged 2
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Entering Unmasked Estep 
Score: -9869729.000000 Penalty: 5395.314941
	Iteration 119Q: 3 clusters Score -9869729 nChanged 1
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9869724 nChanged 2
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9869728 nChanged 0
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Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9869728.000000 Penalty: 5395.314941
	Iteration 122F: 3 clusters Score -9869728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Entering Unmasked Estep 
Score: -8473659.000000 Penalty: 2657.528076
	Iteration 0F: 2 clusters Score -8473659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -8444730.000000 Penalty: 5315.056152
	Iteration 0F: 3 clusters Score -8444730 nChanged 20733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -8456267.000000 Penalty: 5315.056152
	Iteration 1F: 3 clusters Score -8456267 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -8456916.000000 Penalty: 5315.056152
	Iteration 2Q: 3 clusters Score -8456916 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -8457474.000000 Penalty: 5315.056152
	Iteration 3Q: 3 clusters Score -8457474 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -8458109.000000 Penalty: 5315.056152
	Iteration 4Q: 3 clusters Score -8458109 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -8458767.000000 Penalty: 5315.056152
	Iteration 5Q: 3 clusters Score -8458767 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -8459535.000000 Penalty: 5315.056152
	Iteration 6Q: 3 clusters Score -8459535 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -8460467.000000 Penalty: 5315.056152
	Iteration 7Q: 3 clusters Score -8460467 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -8461469.000000 Penalty: 5315.056152
	Iteration 8Q: 3 clusters Score -8461469 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -8462561.000000 Penalty: 5315.056152
	Iteration 9Q: 3 clusters Score -8462561 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -8463691.000000 Penalty: 5315.056152
	Iteration 10Q: 3 clusters Score -8463691 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -8464734.000000 Penalty: 5315.056152
	Iteration 11Q: 3 clusters Score -8464734 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -8465530.000000 Penalty: 5315.056152
	Iteration 12Q: 3 clusters Score -8465530 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -8465990.000000 Penalty: 5315.056152
	Iteration 13Q: 3 clusters Score -8465990 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -8466197.000000 Penalty: 5315.056152
	Iteration 14Q: 3 clusters Score -8466197 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -8466338.000000 Penalty: 5315.056152
	Iteration 15Q: 3 clusters Score -8466338 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -8466389.000000 Penalty: 5315.056152
	Iteration 16Q: 3 clusters Score -8466389 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -8466468.000000 Penalty: 5315.056152
	Iteration 17Q: 3 clusters Score -8466468 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -8466517.000000 Penalty: 5315.056152
	Iteration 18Q: 3 clusters Score -8466517 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -8466562.000000 Penalty: 5315.056152
	Iteration 19Q: 3 clusters Score -8466562 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -8466613.000000 Penalty: 5315.056152
	Iteration 20F: 3 clusters Score -8466613 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -8466652.000000 Penalty: 5315.056152
	Iteration 21Q: 3 clusters Score -8466652 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -8466743.000000 Penalty: 5315.056152
	Iteration 22Q: 3 clusters Score -8466743 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -8466852.000000 Penalty: 5315.056152
	Iteration 23Q: 3 clusters Score -8466852 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -8466916.000000 Penalty: 5315.056152
	Iteration 24Q: 3 clusters Score -8466916 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -8467016.000000 Penalty: 5315.056152
	Iteration 25Q: 3 clusters Score -8467016 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -8467242.000000 Penalty: 5315.056152
	Iteration 26Q: 3 clusters Score -8467242 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -8467432.000000 Penalty: 5315.056152
	Iteration 27Q: 3 clusters Score -8467432 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -8467752.000000 Penalty: 5315.056152
	Iteration 28Q: 3 clusters Score -8467752 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -8468013.000000 Penalty: 5315.056152
	Iteration 29Q: 3 clusters Score -8468013 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -8468320.000000 Penalty: 5315.056152
	Iteration 30Q: 3 clusters Score -8468320 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -8468648.000000 Penalty: 5315.056152
	Iteration 31Q: 3 clusters Score -8468648 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -8468962.000000 Penalty: 5315.056152
	Iteration 32Q: 3 clusters Score -8468962 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -8469346.000000 Penalty: 5315.056152
	Iteration 33Q: 3 clusters Score -8469346 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -8469683.000000 Penalty: 5315.056152
	Iteration 34Q: 3 clusters Score -8469683 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -8470011.000000 Penalty: 5315.056152
	Iteration 35Q: 3 clusters Score -8470011 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -8470288.000000 Penalty: 5315.056152
	Iteration 36Q: 3 clusters Score -8470288 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -8470479.000000 Penalty: 5315.056152
	Iteration 37Q: 3 clusters Score -8470479 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8470603.000000 Penalty: 5315.056152
	Iteration 38Q: 3 clusters Score -8470603 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -8470693.000000 Penalty: 5315.056152
	Iteration 39Q: 3 clusters Score -8470693 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -8470997.000000 Penalty: 5315.056152
	Iteration 40F: 3 clusters Score -8470997 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8471154.000000 Penalty: 5315.056152
	Iteration 41Q: 3 clusters Score -8471154 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -8471261.000000 Penalty: 5315.056152
	Iteration 42Q: 3 clusters Score -8471261 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -8471370.000000 Penalty: 5315.056152
	Iteration 43Q: 3 clusters Score -8471370 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -8471422.000000 Penalty: 5315.056152
	Iteration 44Q: 3 clusters Score -8471422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8471451.000000 Penalty: 5315.056152
	Iteration 45Q: 3 clusters Score -8471451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -8471460.000000 Penalty: 5315.056152
	Iteration 46Q: 3 clusters Score -8471460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -8471454.000000 Penalty: 5315.056152
	Iteration 47Q: 3 clusters Score -8471454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -8471473.000000 Penalty: 5315.056152
	Iteration 48Q: 3 clusters Score -8471473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -8471480.000000 Penalty: 5315.056152
	Iteration 49Q: 3 clusters Score -8471480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -8471503.000000 Penalty: 5315.056152
	Iteration 50Q: 3 clusters Score -8471503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -8471516.000000 Penalty: 5315.056152
	Iteration 51Q: 3 clusters Score -8471516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -8471519.000000 Penalty: 5315.056152
	Iteration 52Q: 3 clusters Score -8471519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -8471519.000000 Penalty: 5315.056152
	Iteration 53Q: 3 clusters Score -8471519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -8471514.000000 Penalty: 5315.056152
	Iteration 54Q: 3 clusters Score -8471514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -8471521.000000 Penalty: 5315.056152
	Iteration 55Q: 3 clusters Score -8471521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -8471519.000000 Penalty: 5315.056152
	Iteration 56Q: 3 clusters Score -8471519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -8471522.000000 Penalty: 5315.056152
	Iteration 57Q: 3 clusters Score -8471522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -8471522.000000 Penalty: 5315.056152
	Iteration 58F: 3 clusters Score -8471522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Entering Unmasked Estep 
Score: -10600117.000000 Penalty: 2714.469482
	Iteration 0F: 2 clusters Score -1.060012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -10567516.000000 Penalty: 5428.938965
	Iteration 0F: 3 clusters Score -1.056752e+07 nChanged 26350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -10582112.000000 Penalty: 5428.938965
	Iteration 1F: 3 clusters Score -1.058211e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -10582782.000000 Penalty: 5428.938965
	Iteration 2Q: 3 clusters Score -1.058278e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -10583569.000000 Penalty: 5428.938965
	Iteration 3Q: 3 clusters Score -1.058357e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -10584604.000000 Penalty: 5428.938965
	Iteration 4Q: 3 clusters Score -1.05846e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -10586001.000000 Penalty: 5428.938965
	Iteration 5F: 3 clusters Score -1.0586e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -10587998.000000 Penalty: 5428.938965
	Iteration 6F: 3 clusters Score -1.0588e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -10590901.000000 Penalty: 5428.938965
	Iteration 7F: 3 clusters Score -1.05909e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -10594034.000000 Penalty: 5428.938965
	Iteration 8F: 3 clusters Score -1.059403e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -10595930.000000 Penalty: 5428.938965
	Iteration 9F: 3 clusters Score -1.059593e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -10596910.000000 Penalty: 5428.938965
	Iteration 10Q: 3 clusters Score -1.059691e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -10597285.000000 Penalty: 5428.938965
	Iteration 11Q: 3 clusters Score -1.059728e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -10597504.000000 Penalty: 5428.938965
	Iteration 12Q: 3 clusters Score -1.05975e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -10597610.000000 Penalty: 5428.938965
	Iteration 13Q: 3 clusters Score -1.059761e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -10597667.000000 Penalty: 5428.938965
	Iteration 14Q: 3 clusters Score -1.059767e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -10597704.000000 Penalty: 5428.938965
	Iteration 15Q: 3 clusters Score -1.05977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -10597712.000000 Penalty: 5428.938965
	Iteration 16Q: 3 clusters Score -1.059771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -10597727.000000 Penalty: 5428.938965
	Iteration 17Q: 3 clusters Score -1.059773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -10597734.000000 Penalty: 5428.938965
	Iteration 18Q: 3 clusters Score -1.059773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -10597736.000000 Penalty: 5428.938965
	Iteration 19Q: 3 clusters Score -1.059774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -10597743.000000 Penalty: 5428.938965
	Iteration 20F: 3 clusters Score -1.059774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -10597738.000000 Penalty: 5428.938965
	Iteration 21Q: 3 clusters Score -1.059774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -10597739.000000 Penalty: 5428.938965
	Iteration 22Q: 3 clusters Score -1.059774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -10597737.000000 Penalty: 5428.938965
	Iteration 23Q: 3 clusters Score -1.059774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -10597743.000000 Penalty: 5428.938965
	Iteration 24Q: 3 clusters Score -1.059774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -10597752.000000 Penalty: 5428.938965
	Iteration 25Q: 3 clusters Score -1.059775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -10597741.000000 Penalty: 5428.938965
	Iteration 26Q: 3 clusters Score -1.059774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -10597746.000000 Penalty: 5428.938965
	Iteration 27Q: 3 clusters Score -1.059775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -10597751.000000 Penalty: 5428.938965
	Iteration 28Q: 3 clusters Score -1.059775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -10597754.000000 Penalty: 5428.938965
	Iteration 29Q: 3 clusters Score -1.059775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -10597754.000000 Penalty: 5428.938965
	Iteration 30F: 3 clusters Score -1.059775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -69315.929688 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -69315.93 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 239 members 
Entering Unmasked Estep 
Score: -67987.117188 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -67987.12 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68242.023438 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -68242.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68350.515625 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -68350.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68510.421875 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -68510.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68591.804688 Penalty: 3026.869141
	Iteration 4F: 3 clusters Score -68591.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68670.882812 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -68670.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68735.796875 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -68735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68784.328125 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -68784.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68814.046875 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -68814.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68833.531250 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -68833.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68871.656250 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -68871.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68924.242188 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -68924.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68955.828125 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -68955.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68962.375000 Penalty: 3026.869141
	Iteration 13Q: 3 clusters Score -68962.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68977.804688 Penalty: 3026.869141
	Iteration 14Q: 3 clusters Score -68977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68979.265625 Penalty: 3026.869141
	Iteration 15Q: 3 clusters Score -68979.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68996.304688 Penalty: 3026.869141
	Iteration 16F: 3 clusters Score -68996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69041.992188 Penalty: 3026.869141
	Iteration 17Q: 3 clusters Score -69041.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69074.273438 Penalty: 3026.869141
	Iteration 18Q: 3 clusters Score -69074.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69093.539062 Penalty: 3026.869141
	Iteration 19Q: 3 clusters Score -69093.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69129.117188 Penalty: 3026.869141
	Iteration 20F: 3 clusters Score -69129.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69215.554688 Penalty: 3026.869141
	Iteration 21Q: 3 clusters Score -69215.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69219.359375 Penalty: 3026.869141
	Iteration 22Q: 3 clusters Score -69219.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69219.359375 Penalty: 3026.869141
	Iteration 23F: 3 clusters Score -69219.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Entering Unmasked Estep 
Score: -9306361.000000 Penalty: 2681.757568
	Iteration 0F: 2 clusters Score -9306361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -9276076.000000 Penalty: 5363.515137
	Iteration 0F: 3 clusters Score -9276076 nChanged 23192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -9289863.000000 Penalty: 5363.515137
	Iteration 1F: 3 clusters Score -9289863 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -9291588.000000 Penalty: 5363.515137
	Iteration 2F: 3 clusters Score -9291588 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -9293747.000000 Penalty: 5363.515137
	Iteration 3F: 3 clusters Score -9293747 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -9296504.000000 Penalty: 5363.515137
	Iteration 4F: 3 clusters Score -9296504 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -9299313.000000 Penalty: 5363.515137
	Iteration 5F: 3 clusters Score -9299313 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -9301271.000000 Penalty: 5363.515137
	Iteration 6F: 3 clusters Score -9301271 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -9302177.000000 Penalty: 5363.515137
	Iteration 7Q: 3 clusters Score -9302177 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -9302652.000000 Penalty: 5363.515137
	Iteration 8Q: 3 clusters Score -9302652 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -9303037.000000 Penalty: 5363.515137
	Iteration 9Q: 3 clusters Score -9303037 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -9303372.000000 Penalty: 5363.515137
	Iteration 10Q: 3 clusters Score -9303372 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -9303702.000000 Penalty: 5363.515137
	Iteration 11Q: 3 clusters Score -9303702 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -9304008.000000 Penalty: 5363.515137
	Iteration 12Q: 3 clusters Score -9304008 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -9304230.000000 Penalty: 5363.515137
	Iteration 13Q: 3 clusters Score -9304230 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -9304360.000000 Penalty: 5363.515137
	Iteration 14Q: 3 clusters Score -9304360 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -9304465.000000 Penalty: 5363.515137
	Iteration 15Q: 3 clusters Score -9304465 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -9304582.000000 Penalty: 5363.515137
	Iteration 16Q: 3 clusters Score -9304582 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -9304667.000000 Penalty: 5363.515137
	Iteration 17Q: 3 clusters Score -9304667 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -9304707.000000 Penalty: 5363.515137
	Iteration 18Q: 3 clusters Score -9304707 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -9304715.000000 Penalty: 5363.515137
	Iteration 19Q: 3 clusters Score -9304715 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -9304767.000000 Penalty: 5363.515137
	Iteration 20F: 3 clusters Score -9304767 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -9304780.000000 Penalty: 5363.515137
	Iteration 21Q: 3 clusters Score -9304780 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -9304757.000000 Penalty: 5363.515137
	Iteration 22Q: 3 clusters Score -9304757 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -9304753.000000 Penalty: 5363.515137
	Iteration 23Q: 3 clusters Score -9304753 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -9304744.000000 Penalty: 5363.515137
	Iteration 24Q: 3 clusters Score -9304744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -9304754.000000 Penalty: 5363.515137
	Iteration 25Q: 3 clusters Score -9304754 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -9304746.000000 Penalty: 5363.515137
	Iteration 26Q: 3 clusters Score -9304746 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -9304752.000000 Penalty: 5363.515137
	Iteration 27Q: 3 clusters Score -9304752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -9304763.000000 Penalty: 5363.515137
	Iteration 28Q: 3 clusters Score -9304763 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -9304750.000000 Penalty: 5363.515137
	Iteration 29Q: 3 clusters Score -9304750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -9304750.000000 Penalty: 5363.515137
	Iteration 30Q: 3 clusters Score -9304750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -9304748.000000 Penalty: 5363.515137
	Iteration 31Q: 3 clusters Score -9304748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -9304743.000000 Penalty: 5363.515137
	Iteration 32Q: 3 clusters Score -9304743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -9304751.000000 Penalty: 5363.515137
	Iteration 33Q: 3 clusters Score -9304751 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -9304758.000000 Penalty: 5363.515137
	Iteration 34Q: 3 clusters Score -9304758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -9304724.000000 Penalty: 5363.515137
	Iteration 35Q: 3 clusters Score -9304724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -9304742.000000 Penalty: 5363.515137
	Iteration 36Q: 3 clusters Score -9304742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -9304751.000000 Penalty: 5363.515137
	Iteration 37Q: 3 clusters Score -9304751 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -9304747.000000 Penalty: 5363.515137
	Iteration 38Q: 3 clusters Score -9304747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -9304745.000000 Penalty: 5363.515137
	Iteration 39Q: 3 clusters Score -9304745 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -9304747.000000 Penalty: 5363.515137
	Iteration 40F: 3 clusters Score -9304747 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -9304759.000000 Penalty: 5363.515137
	Iteration 41Q: 3 clusters Score -9304759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -9304771.000000 Penalty: 5363.515137
	Iteration 42Q: 3 clusters Score -9304771 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -9304781.000000 Penalty: 5363.515137
	Iteration 43Q: 3 clusters Score -9304781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -9304760.000000 Penalty: 5363.515137
	Iteration 44Q: 3 clusters Score -9304760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -9304746.000000 Penalty: 5363.515137
	Iteration 45Q: 3 clusters Score -9304746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -9304753.000000 Penalty: 5363.515137
	Iteration 46Q: 3 clusters Score -9304753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -9304747.000000 Penalty: 5363.515137
	Iteration 47Q: 3 clusters Score -9304747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -9304741.000000 Penalty: 5363.515137
	Iteration 48Q: 3 clusters Score -9304741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -9304749.000000 Penalty: 5363.515137
	Iteration 49Q: 3 clusters Score -9304749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -9304741.000000 Penalty: 5363.515137
	Iteration 50Q: 3 clusters Score -9304741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -9304738.000000 Penalty: 5363.515137
	Iteration 51Q: 3 clusters Score -9304738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -9304730.000000 Penalty: 5363.515137
	Iteration 52Q: 3 clusters Score -9304730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -9304730.000000 Penalty: 5363.515137
	Iteration 53Q: 3 clusters Score -9304730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -9304739.000000 Penalty: 5363.515137
	Iteration 54Q: 3 clusters Score -9304739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -9304733.000000 Penalty: 5363.515137
	Iteration 55Q: 3 clusters Score -9304733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -9304723.000000 Penalty: 5363.515137
	Iteration 56Q: 3 clusters Score -9304723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -9304709.000000 Penalty: 5363.515137
	Iteration 57Q: 3 clusters Score -9304709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -9304702.000000 Penalty: 5363.515137
	Iteration 58Q: 3 clusters Score -9304702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -9304696.000000 Penalty: 5363.515137
	Iteration 59Q: 3 clusters Score -9304696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -9304700.000000 Penalty: 5363.515137
	Iteration 60F: 3 clusters Score -9304700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -9304704.000000 Penalty: 5363.515137
	Iteration 61Q: 3 clusters Score -9304704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -9304698.000000 Penalty: 5363.515137
	Iteration 62Q: 3 clusters Score -9304698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -9304696.000000 Penalty: 5363.515137
	Iteration 63Q: 3 clusters Score -9304696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -9304695.000000 Penalty: 5363.515137
	Iteration 64Q: 3 clusters Score -9304695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -9304697.000000 Penalty: 5363.515137
	Iteration 65Q: 3 clusters Score -9304697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -9304698.000000 Penalty: 5363.515137
	Iteration 66Q: 3 clusters Score -9304698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -9304691.000000 Penalty: 5363.515137
	Iteration 67Q: 3 clusters Score -9304691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -9304698.000000 Penalty: 5363.515137
	Iteration 68Q: 3 clusters Score -9304698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -9304706.000000 Penalty: 5363.515137
	Iteration 69Q: 3 clusters Score -9304706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -9304695.000000 Penalty: 5363.515137
	Iteration 70Q: 3 clusters Score -9304695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -9304690.000000 Penalty: 5363.515137
	Iteration 71Q: 3 clusters Score -9304690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -9304692.000000 Penalty: 5363.515137
	Iteration 72Q: 3 clusters Score -9304692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -9304709.000000 Penalty: 5363.515137
	Iteration 73Q: 3 clusters Score -9304709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -9304722.000000 Penalty: 5363.515137
	Iteration 74Q: 3 clusters Score -9304722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -9304700.000000 Penalty: 5363.515137
	Iteration 75Q: 3 clusters Score -9304700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -9304699.000000 Penalty: 5363.515137
	Iteration 76Q: 3 clusters Score -9304699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -9304725.000000 Penalty: 5363.515137
	Iteration 77Q: 3 clusters Score -9304725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -9304712.000000 Penalty: 5363.515137
	Iteration 78Q: 3 clusters Score -9304712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -9304713.000000 Penalty: 5363.515137
	Iteration 79Q: 3 clusters Score -9304713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -9304703.000000 Penalty: 5363.515137
	Iteration 80F: 3 clusters Score -9304703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -9304712.000000 Penalty: 5363.515137
	Iteration 81Q: 3 clusters Score -9304712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -9304689.000000 Penalty: 5363.515137
	Iteration 82Q: 3 clusters Score -9304689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -9304682.000000 Penalty: 5363.515137
	Iteration 83Q: 3 clusters Score -9304682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -9304677.000000 Penalty: 5363.515137
	Iteration 84Q: 3 clusters Score -9304677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -9304670.000000 Penalty: 5363.515137
	Iteration 85Q: 3 clusters Score -9304670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -9304673.000000 Penalty: 5363.515137
	Iteration 86Q: 3 clusters Score -9304673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -9304673.000000 Penalty: 5363.515137
	Iteration 87Q: 3 clusters Score -9304673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -9304667.000000 Penalty: 5363.515137
	Iteration 88Q: 3 clusters Score -9304667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -9304675.000000 Penalty: 5363.515137
	Iteration 89Q: 3 clusters Score -9304675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -9304675.000000 Penalty: 5363.515137
	Iteration 90Q: 3 clusters Score -9304675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -9304682.000000 Penalty: 5363.515137
	Iteration 91Q: 3 clusters Score -9304682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -9304692.000000 Penalty: 5363.515137
	Iteration 92Q: 3 clusters Score -9304692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -9304690.000000 Penalty: 5363.515137
	Iteration 93Q: 3 clusters Score -9304690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -9304689.000000 Penalty: 5363.515137
	Iteration 94Q: 3 clusters Score -9304689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -9304702.000000 Penalty: 5363.515137
	Iteration 95Q: 3 clusters Score -9304702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -9304699.000000 Penalty: 5363.515137
	Iteration 96Q: 3 clusters Score -9304699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -9304698.000000 Penalty: 5363.515137
	Iteration 97Q: 3 clusters Score -9304698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -9304693.000000 Penalty: 5363.515137
	Iteration 98Q: 3 clusters Score -9304693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -9304691.000000 Penalty: 5363.515137
	Iteration 99Q: 3 clusters Score -9304691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -9304693.000000 Penalty: 5363.515137
	Iteration 100F: 3 clusters Score -9304693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -9304699.000000 Penalty: 5363.515137
	Iteration 101Q: 3 clusters Score -9304699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -9304691.000000 Penalty: 5363.515137
	Iteration 102Q: 3 clusters Score -9304691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -9304684.000000 Penalty: 5363.515137
	Iteration 103Q: 3 clusters Score -9304684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -9304688.000000 Penalty: 5363.515137
	Iteration 104Q: 3 clusters Score -9304688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -9304688.000000 Penalty: 5363.515137
	Iteration 105Q: 3 clusters Score -9304688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -9304688.000000 Penalty: 5363.515137
	Iteration 106F: 3 clusters Score -9304688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -55998.425781 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -55998.43 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 164 members 
Entering Unmasked Estep 
Score: -54685.585938 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -54685.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54782.769531 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -54782.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54807.566406 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -54807.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54821.167969 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -54821.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54822.191406 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -54822.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54822.191406 Penalty: 2873.334717
	Iteration 5F: 3 clusters Score -54822.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -477910.968750 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -477911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -474858.531250 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -474858.5 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -475476.156250 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -475476.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -475650.343750 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -475650.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -475739.281250 Penalty: 3913.357666
	Iteration 3Q: 3 clusters Score -475739.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -475776.375000 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -475776.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -475802.343750 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -475802.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -475821.312500 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -475821.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -475829.812500 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -475829.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -475837.843750 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -475837.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -475846.062500 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -475846.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -475853.406250 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -475853.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -475855.187500 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -475855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -475858.218750 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -475858.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -475860.437500 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -475860.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -475862.468750 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -475862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -475864.812500 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -475864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -475864.500000 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -475864.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -475865.781250 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -475865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -475866.281250 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -475866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -475866.281250 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -475866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -475866.281250 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -475866.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Entering Unmasked Estep 
Score: -6413717.000000 Penalty: 2591.999023
	Iteration 0F: 2 clusters Score -6413717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -6390372.000000 Penalty: 5183.998047
	Iteration 0F: 3 clusters Score -6390372 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -6398947.500000 Penalty: 5183.998047
	Iteration 1F: 3 clusters Score -6398948 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -6399510.500000 Penalty: 5183.998047
	Iteration 2Q: 3 clusters Score -6399510 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -6400097.000000 Penalty: 5183.998047
	Iteration 3Q: 3 clusters Score -6400097 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -6400790.500000 Penalty: 5183.998047
	Iteration 4Q: 3 clusters Score -6400790 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -6401631.500000 Penalty: 5183.998047
	Iteration 5Q: 3 clusters Score -6401632 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -6402738.500000 Penalty: 5183.998047
	Iteration 6F: 3 clusters Score -6402738 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -6404109.000000 Penalty: 5183.998047
	Iteration 7F: 3 clusters Score -6404109 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -6405623.500000 Penalty: 5183.998047
	Iteration 8F: 3 clusters Score -6405624 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -6406876.000000 Penalty: 5183.998047
	Iteration 9F: 3 clusters Score -6406876 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -6407706.500000 Penalty: 5183.998047
	Iteration 10Q: 3 clusters Score -6407706 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -6408100.000000 Penalty: 5183.998047
	Iteration 11Q: 3 clusters Score -6408100 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -6408303.000000 Penalty: 5183.998047
	Iteration 12Q: 3 clusters Score -6408303 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -6408444.500000 Penalty: 5183.998047
	Iteration 13Q: 3 clusters Score -6408444 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -6408573.000000 Penalty: 5183.998047
	Iteration 14Q: 3 clusters Score -6408573 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -6408651.000000 Penalty: 5183.998047
	Iteration 15Q: 3 clusters Score -6408651 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -6408718.000000 Penalty: 5183.998047
	Iteration 16Q: 3 clusters Score -6408718 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -6408793.000000 Penalty: 5183.998047
	Iteration 17Q: 3 clusters Score -6408793 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -6408903.500000 Penalty: 5183.998047
	Iteration 18Q: 3 clusters Score -6408904 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -6408994.500000 Penalty: 5183.998047
	Iteration 19Q: 3 clusters Score -6408994 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -6409107.000000 Penalty: 5183.998047
	Iteration 20F: 3 clusters Score -6409107 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -6409247.000000 Penalty: 5183.998047
	Iteration 21Q: 3 clusters Score -6409247 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6409413 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6409556 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6409732 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6409908 nChanged 435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6410050 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6410208 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6410293 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6410430 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6410537 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6410596 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -6410632.500000 Penalty: 5183.998047
	Iteration 32Q: 3 clusters Score -6410632 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6410690 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6410730 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6410780 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6410800 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -6410818.500000 Penalty: 5183.998047
	Iteration 37Q: 3 clusters Score -6410818 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6410858 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -6410871.500000 Penalty: 5183.998047
	Iteration 39Q: 3 clusters Score -6410872 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -6410918.500000 Penalty: 5183.998047
	Iteration 40F: 3 clusters Score -6410918 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -6410928.500000 Penalty: 5183.998047
	Iteration 41Q: 3 clusters Score -6410928 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6410957 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6410988 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -6411016.000000 Penalty: 5183.998047
	Iteration 44Q: 3 clusters Score -6411016 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6411075 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -6411110.500000 Penalty: 5183.998047
	Iteration 46Q: 3 clusters Score -6411110 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -6411147.000000 Penalty: 5183.998047
	Iteration 47Q: 3 clusters Score -6411147 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -6411186.500000 Penalty: 5183.998047
	Iteration 48Q: 3 clusters Score -6411186 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -6411219.000000 Penalty: 5183.998047
	Iteration 49Q: 3 clusters Score -6411219 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6411280 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6411292 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6411329.000000 Penalty: 5183.998047
	Iteration 52Q: 3 clusters Score -6411329 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -6411343.500000 Penalty: 5183.998047
	Iteration 53Q: 3 clusters Score -6411344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -6411348.000000 Penalty: 5183.998047
	Iteration 54Q: 3 clusters Score -6411348 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -6411361.500000 Penalty: 5183.998047
	Iteration 55Q: 3 clusters Score -6411362 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6411380 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6411402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -6411432.500000 Penalty: 5183.998047
	Iteration 58Q: 3 clusters Score -6411432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6411440.500000 Penalty: 5183.998047
	Iteration 59Q: 3 clusters Score -6411440 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -6411448.500000 Penalty: 5183.998047
	Iteration 60F: 3 clusters Score -6411448 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6411460 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6411468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6411488 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -6411490.500000 Penalty: 5183.998047
	Iteration 64Q: 3 clusters Score -6411490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -6411500.500000 Penalty: 5183.998047
	Iteration 65Q: 3 clusters Score -6411500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -6411535.000000 Penalty: 5183.998047
	Iteration 66Q: 3 clusters Score -6411535 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6411548.500000 Penalty: 5183.998047
	Iteration 67Q: 3 clusters Score -6411548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -6411591.500000 Penalty: 5183.998047
	Iteration 68Q: 3 clusters Score -6411592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -6411601.000000 Penalty: 5183.998047
	Iteration 69Q: 3 clusters Score -6411601 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -6411633.500000 Penalty: 5183.998047
	Iteration 70Q: 3 clusters Score -6411634 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -6411655.000000 Penalty: 5183.998047
	Iteration 71Q: 3 clusters Score -6411655 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -6411674.000000 Penalty: 5183.998047
	Iteration 72Q: 3 clusters Score -6411674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -6411675.000000 Penalty: 5183.998047
	Iteration 73Q: 3 clusters Score -6411675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6411680.500000 Penalty: 5183.998047
	Iteration 74Q: 3 clusters Score -6411680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -6411694.000000 Penalty: 5183.998047
	Iteration 75Q: 3 clusters Score -6411694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6411710.500000 Penalty: 5183.998047
	Iteration 76Q: 3 clusters Score -6411710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -6411734.500000 Penalty: 5183.998047
	Iteration 77Q: 3 clusters Score -6411734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -6411756.000000 Penalty: 5183.998047
	Iteration 78Q: 3 clusters Score -6411756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6411744.000000 Penalty: 5183.998047
	Iteration 79Q: 3 clusters Score -6411744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6411753.500000 Penalty: 5183.998047
	Iteration 80F: 3 clusters Score -6411754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6411764.000000 Penalty: 5183.998047
	Iteration 81Q: 3 clusters Score -6411764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -6411767.500000 Penalty: 5183.998047
	Iteration 82Q: 3 clusters Score -6411768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6411765.000000 Penalty: 5183.998047
	Iteration 83Q: 3 clusters Score -6411765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -6411759.000000 Penalty: 5183.998047
	Iteration 84Q: 3 clusters Score -6411759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6411769.000000 Penalty: 5183.998047
	Iteration 85Q: 3 clusters Score -6411769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6411781.500000 Penalty: 5183.998047
	Iteration 86Q: 3 clusters Score -6411782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -6411769.000000 Penalty: 5183.998047
	Iteration 87Q: 3 clusters Score -6411769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -6411782.000000 Penalty: 5183.998047
	Iteration 88Q: 3 clusters Score -6411782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6411783.000000 Penalty: 5183.998047
	Iteration 89Q: 3 clusters Score -6411783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6411784.500000 Penalty: 5183.998047
	Iteration 90Q: 3 clusters Score -6411784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6411796.000000 Penalty: 5183.998047
	Iteration 91Q: 3 clusters Score -6411796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6411798.000000 Penalty: 5183.998047
	Iteration 92Q: 3 clusters Score -6411798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6411799.000000 Penalty: 5183.998047
	Iteration 93Q: 3 clusters Score -6411799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -6411798.000000 Penalty: 5183.998047
	Iteration 94Q: 3 clusters Score -6411798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -6411793.000000 Penalty: 5183.998047
	Iteration 95Q: 3 clusters Score -6411793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6411787.500000 Penalty: 5183.998047
	Iteration 96Q: 3 clusters Score -6411788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6411791.000000 Penalty: 5183.998047
	Iteration 97Q: 3 clusters Score -6411791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6411794.500000 Penalty: 5183.998047
	Iteration 98Q: 3 clusters Score -6411794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6411795.500000 Penalty: 5183.998047
	Iteration 99Q: 3 clusters Score -6411796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6411796.500000 Penalty: 5183.998047
	Iteration 100F: 3 clusters Score -6411796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6411790.500000 Penalty: 5183.998047
	Iteration 101Q: 3 clusters Score -6411790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6411794.500000 Penalty: 5183.998047
	Iteration 102Q: 3 clusters Score -6411794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -6411798.500000 Penalty: 5183.998047
	Iteration 103Q: 3 clusters Score -6411798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -6411811.000000 Penalty: 5183.998047
	Iteration 104Q: 3 clusters Score -6411811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6411808.500000 Penalty: 5183.998047
	Iteration 105Q: 3 clusters Score -6411808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6411804.500000 Penalty: 5183.998047
	Iteration 106Q: 3 clusters Score -6411804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6411816.500000 Penalty: 5183.998047
	Iteration 107Q: 3 clusters Score -6411816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6411813.000000 Penalty: 5183.998047
	Iteration 108Q: 3 clusters Score -6411813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6411809.000000 Penalty: 5183.998047
	Iteration 109Q: 3 clusters Score -6411809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6411811.500000 Penalty: 5183.998047
	Iteration 110Q: 3 clusters Score -6411812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6411811.000000 Penalty: 5183.998047
	Iteration 111Q: 3 clusters Score -6411811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6411813.500000 Penalty: 5183.998047
	Iteration 112Q: 3 clusters Score -6411814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6411813.500000 Penalty: 5183.998047
	Iteration 113F: 3 clusters Score -6411814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37147 members 
Entering Unmasked Estep 
Score: -6722207.000000 Penalty: 2609.614258
	Iteration 0F: 2 clusters Score -6722207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -6696871.500000 Penalty: 5219.228516
	Iteration 0F: 3 clusters Score -6696872 nChanged 17025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -6706108.000000 Penalty: 5219.228516
	Iteration 1F: 3 clusters Score -6706108 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -6706525.000000 Penalty: 5219.228516
	Iteration 2Q: 3 clusters Score -6706525 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -6706926.500000 Penalty: 5219.228516
	Iteration 3Q: 3 clusters Score -6706926 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -6707321.000000 Penalty: 5219.228516
	Iteration 4Q: 3 clusters Score -6707321 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -6707834.000000 Penalty: 5219.228516
	Iteration 5Q: 3 clusters Score -6707834 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -6708487.500000 Penalty: 5219.228516
	Iteration 6Q: 3 clusters Score -6708488 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -6709634.500000 Penalty: 5219.228516
	Iteration 7F: 3 clusters Score -6709634 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -6711464.000000 Penalty: 5219.228516
	Iteration 8F: 3 clusters Score -6711464 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -6713773.500000 Penalty: 5219.228516
	Iteration 9F: 3 clusters Score -6713774 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -6716222.500000 Penalty: 5219.228516
	Iteration 10F: 3 clusters Score -6716222 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -6718076.500000 Penalty: 5219.228516
	Iteration 11F: 3 clusters Score -6718076 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -6719080.000000 Penalty: 5219.228516
	Iteration 12Q: 3 clusters Score -6719080 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -6719531.000000 Penalty: 5219.228516
	Iteration 13Q: 3 clusters Score -6719531 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -6719704.500000 Penalty: 5219.228516
	Iteration 14Q: 3 clusters Score -6719704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -6719798.000000 Penalty: 5219.228516
	Iteration 15Q: 3 clusters Score -6719798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -6719845.500000 Penalty: 5219.228516
	Iteration 16Q: 3 clusters Score -6719846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -6719875.000000 Penalty: 5219.228516
	Iteration 17Q: 3 clusters Score -6719875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -6719886.000000 Penalty: 5219.228516
	Iteration 18Q: 3 clusters Score -6719886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -6719893.000000 Penalty: 5219.228516
	Iteration 19Q: 3 clusters Score -6719893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -6719908.000000 Penalty: 5219.228516
	Iteration 20F: 3 clusters Score -6719908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -6719921.500000 Penalty: 5219.228516
	Iteration 21Q: 3 clusters Score -6719922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -6719942.000000 Penalty: 5219.228516
	Iteration 22Q: 3 clusters Score -6719942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -6719954.500000 Penalty: 5219.228516
	Iteration 23Q: 3 clusters Score -6719954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -6719954.500000 Penalty: 5219.228516
	Iteration 24F: 3 clusters Score -6719954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Entering Unmasked Estep 
Score: -1681474.625000 Penalty: 2258.393066
	Iteration 0F: 2 clusters Score -1681475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1674429.625000 Penalty: 4516.786133
	Iteration 0F: 3 clusters Score -1674430 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1676420.750000 Penalty: 4516.786133
	Iteration 1F: 3 clusters Score -1676421 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1676708.250000 Penalty: 4516.786133
	Iteration 2F: 3 clusters Score -1676708 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1676887.125000 Penalty: 4516.786133
	Iteration 3Q: 3 clusters Score -1676887 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1677045.375000 Penalty: 4516.786133
	Iteration 4Q: 3 clusters Score -1677045 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1677168.375000 Penalty: 4516.786133
	Iteration 5Q: 3 clusters Score -1677168 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1677267.625000 Penalty: 4516.786133
	Iteration 6Q: 3 clusters Score -1677268 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1677368.500000 Penalty: 4516.786133
	Iteration 7Q: 3 clusters Score -1677368 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1677466.375000 Penalty: 4516.786133
	Iteration 8Q: 3 clusters Score -1677466 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1677554.750000 Penalty: 4516.786133
	Iteration 9Q: 3 clusters Score -1677555 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1677654.750000 Penalty: 4516.786133
	Iteration 10Q: 3 clusters Score -1677655 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1677761.500000 Penalty: 4516.786133
	Iteration 11Q: 3 clusters Score -1677762 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1677874.500000 Penalty: 4516.786133
	Iteration 12Q: 3 clusters Score -1677874 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1678004.125000 Penalty: 4516.786133
	Iteration 13Q: 3 clusters Score -1678004 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1678152.875000 Penalty: 4516.786133
	Iteration 14Q: 3 clusters Score -1678153 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1678309.000000 Penalty: 4516.786133
	Iteration 15Q: 3 clusters Score -1678309 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1678468.875000 Penalty: 4516.786133
	Iteration 16Q: 3 clusters Score -1678469 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1678621.750000 Penalty: 4516.786133
	Iteration 17Q: 3 clusters Score -1678622 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1678729.000000 Penalty: 4516.786133
	Iteration 18Q: 3 clusters Score -1678729 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1678806.250000 Penalty: 4516.786133
	Iteration 19Q: 3 clusters Score -1678806 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1678843.750000 Penalty: 4516.786133
	Iteration 20F: 3 clusters Score -1678844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1678885.875000 Penalty: 4516.786133
	Iteration 21Q: 3 clusters Score -1678886 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1678927.125000 Penalty: 4516.786133
	Iteration 22Q: 3 clusters Score -1678927 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1678957.625000 Penalty: 4516.786133
	Iteration 23Q: 3 clusters Score -1678958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1678969.625000 Penalty: 4516.786133
	Iteration 24Q: 3 clusters Score -1678970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1678987.375000 Penalty: 4516.786133
	Iteration 25Q: 3 clusters Score -1678987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1679004.000000 Penalty: 4516.786133
	Iteration 26Q: 3 clusters Score -1679004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1679016.000000 Penalty: 4516.786133
	Iteration 27Q: 3 clusters Score -1679016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1679028.125000 Penalty: 4516.786133
	Iteration 28Q: 3 clusters Score -1679028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1679050.500000 Penalty: 4516.786133
	Iteration 29Q: 3 clusters Score -1679050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1679067.625000 Penalty: 4516.786133
	Iteration 30Q: 3 clusters Score -1679068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1679080.125000 Penalty: 4516.786133
	Iteration 31Q: 3 clusters Score -1679080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1679090.625000 Penalty: 4516.786133
	Iteration 32Q: 3 clusters Score -1679091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1679111.375000 Penalty: 4516.786133
	Iteration 33Q: 3 clusters Score -1679111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1679129.250000 Penalty: 4516.786133
	Iteration 34Q: 3 clusters Score -1679129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1679147.250000 Penalty: 4516.786133
	Iteration 35Q: 3 clusters Score -1679147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1679159.125000 Penalty: 4516.786133
	Iteration 36Q: 3 clusters Score -1679159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1679175.375000 Penalty: 4516.786133
	Iteration 37Q: 3 clusters Score -1679175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1679188.500000 Penalty: 4516.786133
	Iteration 38Q: 3 clusters Score -1679188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1679198.250000 Penalty: 4516.786133
	Iteration 39Q: 3 clusters Score -1679198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1679203.250000 Penalty: 4516.786133
	Iteration 40F: 3 clusters Score -1679203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1679210.000000 Penalty: 4516.786133
	Iteration 41Q: 3 clusters Score -1679210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1679216.250000 Penalty: 4516.786133
	Iteration 42Q: 3 clusters Score -1679216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1679221.625000 Penalty: 4516.786133
	Iteration 43Q: 3 clusters Score -1679222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1679228.125000 Penalty: 4516.786133
	Iteration 44Q: 3 clusters Score -1679228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1679235.000000 Penalty: 4516.786133
	Iteration 45Q: 3 clusters Score -1679235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1679235.625000 Penalty: 4516.786133
	Iteration 46Q: 3 clusters Score -1679236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1679241.125000 Penalty: 4516.786133
	Iteration 47Q: 3 clusters Score -1679241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1679240.000000 Penalty: 4516.786133
	Iteration 48Q: 3 clusters Score -1679240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1679245.000000 Penalty: 4516.786133
	Iteration 49Q: 3 clusters Score -1679245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1679247.250000 Penalty: 4516.786133
	Iteration 50Q: 3 clusters Score -1679247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1679255.000000 Penalty: 4516.786133
	Iteration 51Q: 3 clusters Score -1679255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1679253.500000 Penalty: 4516.786133
	Iteration 52Q: 3 clusters Score -1679254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1679255.125000 Penalty: 4516.786133
	Iteration 53Q: 3 clusters Score -1679255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1679251.625000 Penalty: 4516.786133
	Iteration 54Q: 3 clusters Score -1679252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1679255.375000 Penalty: 4516.786133
	Iteration 55Q: 3 clusters Score -1679255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1679258.000000 Penalty: 4516.786133
	Iteration 56Q: 3 clusters Score -1679258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1679259.750000 Penalty: 4516.786133
	Iteration 57Q: 3 clusters Score -1679260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1679264.125000 Penalty: 4516.786133
	Iteration 58Q: 3 clusters Score -1679264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1679272.875000 Penalty: 4516.786133
	Iteration 59Q: 3 clusters Score -1679273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1679274.875000 Penalty: 4516.786133
	Iteration 60F: 3 clusters Score -1679275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1679280.375000 Penalty: 4516.786133
	Iteration 61Q: 3 clusters Score -1679280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1679285.375000 Penalty: 4516.786133
	Iteration 62Q: 3 clusters Score -1679285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1679290.000000 Penalty: 4516.786133
	Iteration 63Q: 3 clusters Score -1679290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1679297.750000 Penalty: 4516.786133
	Iteration 64Q: 3 clusters Score -1679298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1679302.500000 Penalty: 4516.786133
	Iteration 65Q: 3 clusters Score -1679302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1679307.125000 Penalty: 4516.786133
	Iteration 66Q: 3 clusters Score -1679307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1679310.125000 Penalty: 4516.786133
	Iteration 67Q: 3 clusters Score -1679310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1679309.875000 Penalty: 4516.786133
	Iteration 68Q: 3 clusters Score -1679310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1679310.750000 Penalty: 4516.786133
	Iteration 69Q: 3 clusters Score -1679311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1679318.500000 Penalty: 4516.786133
	Iteration 70Q: 3 clusters Score -1679318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1679318.750000 Penalty: 4516.786133
	Iteration 71Q: 3 clusters Score -1679319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1679318.875000 Penalty: 4516.786133
	Iteration 72Q: 3 clusters Score -1679319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1679318.750000 Penalty: 4516.786133
	Iteration 73Q: 3 clusters Score -1679319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1679330.125000 Penalty: 4516.786133
	Iteration 74Q: 3 clusters Score -1679330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1679333.875000 Penalty: 4516.786133
	Iteration 75Q: 3 clusters Score -1679334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1679338.750000 Penalty: 4516.786133
	Iteration 76Q: 3 clusters Score -1679339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1679346.750000 Penalty: 4516.786133
	Iteration 77Q: 3 clusters Score -1679347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1679349.250000 Penalty: 4516.786133
	Iteration 78Q: 3 clusters Score -1679349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1679352.000000 Penalty: 4516.786133
	Iteration 79Q: 3 clusters Score -1679352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1679356.625000 Penalty: 4516.786133
	Iteration 80F: 3 clusters Score -1679357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1679357.625000 Penalty: 4516.786133
	Iteration 81Q: 3 clusters Score -1679358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1679358.875000 Penalty: 4516.786133
	Iteration 82Q: 3 clusters Score -1679359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1679362.375000 Penalty: 4516.786133
	Iteration 83Q: 3 clusters Score -1679362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1679365.000000 Penalty: 4516.786133
	Iteration 84Q: 3 clusters Score -1679365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1679362.875000 Penalty: 4516.786133
	Iteration 85Q: 3 clusters Score -1679363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1679361.875000 Penalty: 4516.786133
	Iteration 86Q: 3 clusters Score -1679362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1679362.750000 Penalty: 4516.786133
	Iteration 87Q: 3 clusters Score -1679363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1679362.750000 Penalty: 4516.786133
	Iteration 88F: 3 clusters Score -1679363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Entering Unmasked Estep 
Score: -4870242.000000 Penalty: 2520.806641
	Iteration 0F: 2 clusters Score -4870242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -4852227.500000 Penalty: 5041.613281
	Iteration 0F: 3 clusters Score -4852228 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -4858391.500000 Penalty: 5041.613281
	Iteration 1F: 3 clusters Score -4858392 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -4858791.500000 Penalty: 5041.613281
	Iteration 2Q: 3 clusters Score -4858792 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -4859030.000000 Penalty: 5041.613281
	Iteration 3Q: 3 clusters Score -4859030 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -4859234.000000 Penalty: 5041.613281
	Iteration 4Q: 3 clusters Score -4859234 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -4859430.000000 Penalty: 5041.613281
	Iteration 5Q: 3 clusters Score -4859430 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4859570.500000 Penalty: 5041.613281
	Iteration 6Q: 3 clusters Score -4859570 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4859745.500000 Penalty: 5041.613281
	Iteration 7Q: 3 clusters Score -4859746 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4860022.500000 Penalty: 5041.613281
	Iteration 8Q: 3 clusters Score -4860022 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -4860417.500000 Penalty: 5041.613281
	Iteration 9Q: 3 clusters Score -4860418 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -4861026.000000 Penalty: 5041.613281
	Iteration 10Q: 3 clusters Score -4861026 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4861917.000000 Penalty: 5041.613281
	Iteration 11F: 3 clusters Score -4861917 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4863222.000000 Penalty: 5041.613281
	Iteration 12F: 3 clusters Score -4863222 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -4864735.500000 Penalty: 5041.613281
	Iteration 13F: 3 clusters Score -4864736 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -4866030.000000 Penalty: 5041.613281
	Iteration 14F: 3 clusters Score -4866030 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -4866859.500000 Penalty: 5041.613281
	Iteration 15Q: 3 clusters Score -4866860 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -4867452.500000 Penalty: 5041.613281
	Iteration 16Q: 3 clusters Score -4867452 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -4867656.500000 Penalty: 5041.613281
	Iteration 17Q: 3 clusters Score -4867656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -4867761.000000 Penalty: 5041.613281
	Iteration 18Q: 3 clusters Score -4867761 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -4867839.000000 Penalty: 5041.613281
	Iteration 19Q: 3 clusters Score -4867839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -4867894.000000 Penalty: 5041.613281
	Iteration 20F: 3 clusters Score -4867894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -4867906.500000 Penalty: 5041.613281
	Iteration 21Q: 3 clusters Score -4867906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -4867925.500000 Penalty: 5041.613281
	Iteration 22Q: 3 clusters Score -4867926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -4867934.000000 Penalty: 5041.613281
	Iteration 23Q: 3 clusters Score -4867934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -4867945.000000 Penalty: 5041.613281
	Iteration 24Q: 3 clusters Score -4867945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -4867954.000000 Penalty: 5041.613281
	Iteration 25Q: 3 clusters Score -4867954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -4867956.500000 Penalty: 5041.613281
	Iteration 26Q: 3 clusters Score -4867956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -4867961.500000 Penalty: 5041.613281
	Iteration 27Q: 3 clusters Score -4867962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -4867967.000000 Penalty: 5041.613281
	Iteration 28Q: 3 clusters Score -4867967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -4867967.000000 Penalty: 5041.613281
	Iteration 29Q: 3 clusters Score -4867967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -4867967.000000 Penalty: 5041.613281
	Iteration 30F: 3 clusters Score -4867967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -175366.546875 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -175366.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -173354.125000 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -173354.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -173678.312500 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -173678.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -173814.140625 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -173814.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -173944.968750 Penalty: 3458.877441
	Iteration 3Q: 3 clusters Score -173945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174049.390625 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -174049.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -174150.796875 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -174150.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -174240.953125 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -174241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -174295.562500 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -174295.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -174324.171875 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -174324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -174348.343750 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -174348.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -174370.343750 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -174370.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -174376.843750 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -174376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -174384.343750 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -174384.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -174391.984375 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -174392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -174394.984375 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -174395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -174402.812500 Penalty: 3458.877441
	Iteration 15Q: 3 clusters Score -174402.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -174406.062500 Penalty: 3458.877441
	Iteration 16Q: 3 clusters Score -174406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -174406.250000 Penalty: 3458.877441
	Iteration 17Q: 3 clusters Score -174406.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -174407.234375 Penalty: 3458.877441
	Iteration 18F: 3 clusters Score -174407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -174409.609375 Penalty: 3458.877441
	Iteration 19Q: 3 clusters Score -174409.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -174409.609375 Penalty: 3458.877441
	Iteration 20F: 3 clusters Score -174409.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Entering Unmasked Estep 
Score: -8558707.000000 Penalty: 2662.372803
	Iteration 0F: 2 clusters Score -8558707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -8529054.000000 Penalty: 5324.745605
	Iteration 0F: 3 clusters Score -8529054 nChanged 21068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -8540748.000000 Penalty: 5324.745605
	Iteration 1F: 3 clusters Score -8540748 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -8541275.000000 Penalty: 5324.745605
	Iteration 2Q: 3 clusters Score -8541275 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -8541957.000000 Penalty: 5324.745605
	Iteration 3Q: 3 clusters Score -8541957 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -8542860.000000 Penalty: 5324.745605
	Iteration 4Q: 3 clusters Score -8542860 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -8544185.000000 Penalty: 5324.745605
	Iteration 5F: 3 clusters Score -8544185 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -8546167.000000 Penalty: 5324.745605
	Iteration 6F: 3 clusters Score -8546167 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -8548910.000000 Penalty: 5324.745605
	Iteration 7F: 3 clusters Score -8548910 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -8552058.000000 Penalty: 5324.745605
	Iteration 8F: 3 clusters Score -8552058 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -8554517.000000 Penalty: 5324.745605
	Iteration 9F: 3 clusters Score -8554517 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8555840.000000 Penalty: 5324.745605
	Iteration 10Q: 3 clusters Score -8555840 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8556400.000000 Penalty: 5324.745605
	Iteration 11Q: 3 clusters Score -8556400 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8556637.000000 Penalty: 5324.745605
	Iteration 12Q: 3 clusters Score -8556637 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8556745.000000 Penalty: 5324.745605
	Iteration 13Q: 3 clusters Score -8556745 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8556800.000000 Penalty: 5324.745605
	Iteration 14Q: 3 clusters Score -8556800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8556843.000000 Penalty: 5324.745605
	Iteration 15Q: 3 clusters Score -8556843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8556864.000000 Penalty: 5324.745605
	Iteration 16Q: 3 clusters Score -8556864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8556878.000000 Penalty: 5324.745605
	Iteration 17Q: 3 clusters Score -8556878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8556883.000000 Penalty: 5324.745605
	Iteration 18Q: 3 clusters Score -8556883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8556885.000000 Penalty: 5324.745605
	Iteration 19Q: 3 clusters Score -8556885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8556896.000000 Penalty: 5324.745605
	Iteration 20F: 3 clusters Score -8556896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8556903.000000 Penalty: 5324.745605
	Iteration 21Q: 3 clusters Score -8556903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8556899.000000 Penalty: 5324.745605
	Iteration 22Q: 3 clusters Score -8556899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8556905.000000 Penalty: 5324.745605
	Iteration 23Q: 3 clusters Score -8556905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8556898.000000 Penalty: 5324.745605
	Iteration 24Q: 3 clusters Score -8556898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8556901.000000 Penalty: 5324.745605
	Iteration 25Q: 3 clusters Score -8556901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8556904.000000 Penalty: 5324.745605
	Iteration 26Q: 3 clusters Score -8556904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8556902.000000 Penalty: 5324.745605
	Iteration 27Q: 3 clusters Score -8556902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8556902.000000 Penalty: 5324.745605
	Iteration 28Q: 3 clusters Score -8556902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8556902.000000 Penalty: 5324.745605
	Iteration 29F: 3 clusters Score -8556902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -128602.734375 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -128602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -126905.757812 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -126905.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -127294.671875 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -127294.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -127519.109375 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -127519.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -127689.054688 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -127689.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -127868.070312 Penalty: 3276.898682
	Iteration 4F: 3 clusters Score -127868.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -127983.992188 Penalty: 3276.898682
	Iteration 5F: 3 clusters Score -127984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -128094.789062 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -128094.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -128200.164062 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -128200.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -128321.382812 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -128321.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -128421.437500 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -128421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -128483.265625 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -128483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -128519.921875 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -128519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -128540.164062 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -128540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -128567.554688 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -128567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -128596.648438 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -128596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -128628.679688 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -128628.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -128778.039062 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -128778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -128778.039062 Penalty: 3276.898682
	Iteration 17F: 3 clusters Score -128778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 45064 members 
Mstep: Class 3 contains 56695 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49689 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 34600 members 
Mstep: Class 9 contains 37147 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 25966 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45953 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44865 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46109 members 
Mstep: Class 23 contains 5800 members 
Mstep: Class 24 contains 47927 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45964 members 
Mstep: Class 28 contains 38798 members 
Entering Unmasked Estep 
Score: -110162648.000000 Penalty: 92417.976562
Splitting cluster 14 changes total score from -110164336.000000 to -110162648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -114594.195312 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -114594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -112986.460938 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -112986.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -113176.429688 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -113176.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -113200.820312 Penalty: 3215.621338
	Iteration 2Q: 3 clusters Score -113200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -113206.468750 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -113206.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -113211.546875 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -113211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -113217.132812 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -113217.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -113222.039062 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -113222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -113223.718750 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -113223.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -113229.750000 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -113229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -113236.593750 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -113236.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -113239.367188 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -113239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -113239.859375 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -113239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -113239.859375 Penalty: 3215.621338
	Iteration 12F: 3 clusters Score -113239.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Entering Unmasked Estep 
Score: -8296506.000000 Penalty: 2656.430420
	Iteration 0F: 2 clusters Score -8296506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -8266316.500000 Penalty: 5312.860840
	Iteration 0F: 3 clusters Score -8266316 nChanged 20761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -8278371.500000 Penalty: 5312.860840
	Iteration 1F: 3 clusters Score -8278372 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -8279655.000000 Penalty: 5312.860840
	Iteration 2F: 3 clusters Score -8279655 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -8281575.500000 Penalty: 5312.860840
	Iteration 3F: 3 clusters Score -8281576 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -8284126.000000 Penalty: 5312.860840
	Iteration 4F: 3 clusters Score -8284126 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -8287156.500000 Penalty: 5312.860840
	Iteration 5F: 3 clusters Score -8287156 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -8290401.000000 Penalty: 5312.860840
	Iteration 6F: 3 clusters Score -8290401 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -8293210.500000 Penalty: 5312.860840
	Iteration 7F: 3 clusters Score -8293210 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -8294304.000000 Penalty: 5312.860840
	Iteration 8Q: 3 clusters Score -8294304 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -8294575.500000 Penalty: 5312.860840
	Iteration 9Q: 3 clusters Score -8294576 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -8294739.000000 Penalty: 5312.860840
	Iteration 10Q: 3 clusters Score -8294739 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -8294860.500000 Penalty: 5312.860840
	Iteration 11Q: 3 clusters Score -8294860 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -8294943.000000 Penalty: 5312.860840
	Iteration 12Q: 3 clusters Score -8294943 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -8295027.000000 Penalty: 5312.860840
	Iteration 13Q: 3 clusters Score -8295027 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -8295075.000000 Penalty: 5312.860840
	Iteration 14Q: 3 clusters Score -8295075 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -8295086.000000 Penalty: 5312.860840
	Iteration 15Q: 3 clusters Score -8295086 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -8295140.500000 Penalty: 5312.860840
	Iteration 16Q: 3 clusters Score -8295140 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -8295196.000000 Penalty: 5312.860840
	Iteration 17Q: 3 clusters Score -8295196 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -8295231.000000 Penalty: 5312.860840
	Iteration 18Q: 3 clusters Score -8295231 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -8295235.500000 Penalty: 5312.860840
	Iteration 19Q: 3 clusters Score -8295236 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -8295268.500000 Penalty: 5312.860840
	Iteration 20F: 3 clusters Score -8295268 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -8295333.500000 Penalty: 5312.860840
	Iteration 21Q: 3 clusters Score -8295334 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -8295386.000000 Penalty: 5312.860840
	Iteration 22Q: 3 clusters Score -8295386 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -8295395.500000 Penalty: 5312.860840
	Iteration 23Q: 3 clusters Score -8295396 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -8295417.000000 Penalty: 5312.860840
	Iteration 24Q: 3 clusters Score -8295417 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -8295445.500000 Penalty: 5312.860840
	Iteration 25Q: 3 clusters Score -8295446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -8295460.500000 Penalty: 5312.860840
	Iteration 26Q: 3 clusters Score -8295460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -8295492.500000 Penalty: 5312.860840
	Iteration 27Q: 3 clusters Score -8295492 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -8295488.000000 Penalty: 5312.860840
	Iteration 28Q: 3 clusters Score -8295488 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -8295497.000000 Penalty: 5312.860840
	Iteration 29Q: 3 clusters Score -8295497 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -8295536.500000 Penalty: 5312.860840
	Iteration 30Q: 3 clusters Score -8295536 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -8295567.000000 Penalty: 5312.860840
	Iteration 31Q: 3 clusters Score -8295567 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -8295585.000000 Penalty: 5312.860840
	Iteration 32Q: 3 clusters Score -8295585 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -8295600.000000 Penalty: 5312.860840
	Iteration 33Q: 3 clusters Score -8295600 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -8295631.500000 Penalty: 5312.860840
	Iteration 34Q: 3 clusters Score -8295632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -8295621.000000 Penalty: 5312.860840
	Iteration 35Q: 3 clusters Score -8295621 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -8295640.500000 Penalty: 5312.860840
	Iteration 36Q: 3 clusters Score -8295640 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -8295647.000000 Penalty: 5312.860840
	Iteration 37Q: 3 clusters Score -8295647 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -8295645.000000 Penalty: 5312.860840
	Iteration 38Q: 3 clusters Score -8295645 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -8295654.000000 Penalty: 5312.860840
	Iteration 39Q: 3 clusters Score -8295654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -8295668.000000 Penalty: 5312.860840
	Iteration 40F: 3 clusters Score -8295668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -8295667.000000 Penalty: 5312.860840
	Iteration 41Q: 3 clusters Score -8295667 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -8295674.000000 Penalty: 5312.860840
	Iteration 42Q: 3 clusters Score -8295674 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -8295663.500000 Penalty: 5312.860840
	Iteration 43Q: 3 clusters Score -8295664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -8295653.500000 Penalty: 5312.860840
	Iteration 44Q: 3 clusters Score -8295654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -8295673.500000 Penalty: 5312.860840
	Iteration 45Q: 3 clusters Score -8295674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -8295680.000000 Penalty: 5312.860840
	Iteration 46Q: 3 clusters Score -8295680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -8295681.000000 Penalty: 5312.860840
	Iteration 47Q: 3 clusters Score -8295681 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -8295679.500000 Penalty: 5312.860840
	Iteration 48Q: 3 clusters Score -8295680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -8295665.500000 Penalty: 5312.860840
	Iteration 49Q: 3 clusters Score -8295666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -8295674.500000 Penalty: 5312.860840
	Iteration 50Q: 3 clusters Score -8295674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -8295674.500000 Penalty: 5312.860840
	Iteration 51Q: 3 clusters Score -8295674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -8295673.000000 Penalty: 5312.860840
	Iteration 52Q: 3 clusters Score -8295673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -8295673.000000 Penalty: 5312.860840
	Iteration 53Q: 3 clusters Score -8295673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -8295664.500000 Penalty: 5312.860840
	Iteration 54Q: 3 clusters Score -8295664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -8295667.500000 Penalty: 5312.860840
	Iteration 55Q: 3 clusters Score -8295668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -8295667.000000 Penalty: 5312.860840
	Iteration 56Q: 3 clusters Score -8295667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -8295674.000000 Penalty: 5312.860840
	Iteration 57Q: 3 clusters Score -8295674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -8295662.000000 Penalty: 5312.860840
	Iteration 58Q: 3 clusters Score -8295662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -8295644.000000 Penalty: 5312.860840
	Iteration 59Q: 3 clusters Score -8295644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -8295660.000000 Penalty: 5312.860840
	Iteration 60F: 3 clusters Score -8295660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -8295668.000000 Penalty: 5312.860840
	Iteration 61Q: 3 clusters Score -8295668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -8295666.000000 Penalty: 5312.860840
	Iteration 62Q: 3 clusters Score -8295666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -8295666.500000 Penalty: 5312.860840
	Iteration 63Q: 3 clusters Score -8295666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -8295676.500000 Penalty: 5312.860840
	Iteration 64Q: 3 clusters Score -8295676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -8295678.500000 Penalty: 5312.860840
	Iteration 65Q: 3 clusters Score -8295678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -8295684.500000 Penalty: 5312.860840
	Iteration 66Q: 3 clusters Score -8295684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -8295682.500000 Penalty: 5312.860840
	Iteration 67Q: 3 clusters Score -8295682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -8295686.000000 Penalty: 5312.860840
	Iteration 68Q: 3 clusters Score -8295686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -8295697.000000 Penalty: 5312.860840
	Iteration 69Q: 3 clusters Score -8295697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -8295697.500000 Penalty: 5312.860840
	Iteration 70Q: 3 clusters Score -8295698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -8295693.000000 Penalty: 5312.860840
	Iteration 71Q: 3 clusters Score -8295693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -8295693.000000 Penalty: 5312.860840
	Iteration 72F: 3 clusters Score -8295693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Entering Unmasked Estep 
Score: -1127880.125000 Penalty: 2161.050049
	Iteration 0F: 2 clusters Score -1127880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1122588.250000 Penalty: 4322.100098
	Iteration 0F: 3 clusters Score -1122588 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1123897.625000 Penalty: 4322.100098
	Iteration 1F: 3 clusters Score -1123898 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1124099.625000 Penalty: 4322.100098
	Iteration 2F: 3 clusters Score -1124100 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1124211.250000 Penalty: 4322.100098
	Iteration 3Q: 3 clusters Score -1124211 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1124275.125000 Penalty: 4322.100098
	Iteration 4Q: 3 clusters Score -1124275 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1124325.375000 Penalty: 4322.100098
	Iteration 5Q: 3 clusters Score -1124325 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1124366.375000 Penalty: 4322.100098
	Iteration 6Q: 3 clusters Score -1124366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1124392.125000 Penalty: 4322.100098
	Iteration 7Q: 3 clusters Score -1124392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1124411.750000 Penalty: 4322.100098
	Iteration 8Q: 3 clusters Score -1124412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1124432.000000 Penalty: 4322.100098
	Iteration 9Q: 3 clusters Score -1124432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1124452.875000 Penalty: 4322.100098
	Iteration 10Q: 3 clusters Score -1124453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1124468.750000 Penalty: 4322.100098
	Iteration 11Q: 3 clusters Score -1124469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1124484.375000 Penalty: 4322.100098
	Iteration 12Q: 3 clusters Score -1124484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1124494.250000 Penalty: 4322.100098
	Iteration 13Q: 3 clusters Score -1124494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1124503.375000 Penalty: 4322.100098
	Iteration 14Q: 3 clusters Score -1124503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1124513.125000 Penalty: 4322.100098
	Iteration 15Q: 3 clusters Score -1124513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1124524.125000 Penalty: 4322.100098
	Iteration 16Q: 3 clusters Score -1124524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1124536.625000 Penalty: 4322.100098
	Iteration 17Q: 3 clusters Score -1124537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1124543.375000 Penalty: 4322.100098
	Iteration 18Q: 3 clusters Score -1124543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1124555.375000 Penalty: 4322.100098
	Iteration 19Q: 3 clusters Score -1124555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1124560.125000 Penalty: 4322.100098
	Iteration 20F: 3 clusters Score -1124560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1124569.375000 Penalty: 4322.100098
	Iteration 21Q: 3 clusters Score -1124569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1124575.750000 Penalty: 4322.100098
	Iteration 22Q: 3 clusters Score -1124576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1124585.375000 Penalty: 4322.100098
	Iteration 23Q: 3 clusters Score -1124585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1124590.750000 Penalty: 4322.100098
	Iteration 24Q: 3 clusters Score -1124591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1124596.000000 Penalty: 4322.100098
	Iteration 25Q: 3 clusters Score -1124596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1124605.750000 Penalty: 4322.100098
	Iteration 26Q: 3 clusters Score -1124606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1124613.875000 Penalty: 4322.100098
	Iteration 27Q: 3 clusters Score -1124614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1124617.625000 Penalty: 4322.100098
	Iteration 28Q: 3 clusters Score -1124618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1124623.625000 Penalty: 4322.100098
	Iteration 29Q: 3 clusters Score -1124624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1124628.375000 Penalty: 4322.100098
	Iteration 30Q: 3 clusters Score -1124628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1124628.500000 Penalty: 4322.100098
	Iteration 31Q: 3 clusters Score -1124628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1124632.875000 Penalty: 4322.100098
	Iteration 32Q: 3 clusters Score -1124633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1124634.500000 Penalty: 4322.100098
	Iteration 33Q: 3 clusters Score -1124634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1124637.250000 Penalty: 4322.100098
	Iteration 34Q: 3 clusters Score -1124637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1124638.625000 Penalty: 4322.100098
	Iteration 35Q: 3 clusters Score -1124639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1124640.250000 Penalty: 4322.100098
	Iteration 36Q: 3 clusters Score -1124640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1124642.000000 Penalty: 4322.100098
	Iteration 37Q: 3 clusters Score -1124642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1124644.500000 Penalty: 4322.100098
	Iteration 38Q: 3 clusters Score -1124644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1124643.625000 Penalty: 4322.100098
	Iteration 39Q: 3 clusters Score -1124644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1124646.875000 Penalty: 4322.100098
	Iteration 40F: 3 clusters Score -1124647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1124646.625000 Penalty: 4322.100098
	Iteration 41Q: 3 clusters Score -1124647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1124648.625000 Penalty: 4322.100098
	Iteration 42Q: 3 clusters Score -1124649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1124648.125000 Penalty: 4322.100098
	Iteration 43Q: 3 clusters Score -1124648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1124647.625000 Penalty: 4322.100098
	Iteration 44Q: 3 clusters Score -1124648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1124649.250000 Penalty: 4322.100098
	Iteration 45Q: 3 clusters Score -1124649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1124650.250000 Penalty: 4322.100098
	Iteration 46Q: 3 clusters Score -1124650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1124650.250000 Penalty: 4322.100098
	Iteration 47Q: 3 clusters Score -1124650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1124650.875000 Penalty: 4322.100098
	Iteration 48Q: 3 clusters Score -1124651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1124650.875000 Penalty: 4322.100098
	Iteration 49Q: 3 clusters Score -1124651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1124650.875000 Penalty: 4322.100098
	Iteration 50F: 3 clusters Score -1124651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -331983.593750 Penalty: 1875.029053
	Iteration 0F: 2 clusters Score -331983.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -329384.218750 Penalty: 3750.058105
	Iteration 0F: 3 clusters Score -329384.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -329880.343750 Penalty: 3750.058105
	Iteration 1F: 3 clusters Score -329880.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -330014.937500 Penalty: 3750.058105
	Iteration 2F: 3 clusters Score -330014.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -330084.062500 Penalty: 3750.058105
	Iteration 3Q: 3 clusters Score -330084.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -330123.593750 Penalty: 3750.058105
	Iteration 4Q: 3 clusters Score -330123.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -330143.968750 Penalty: 3750.058105
	Iteration 5Q: 3 clusters Score -330144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -330167.375000 Penalty: 3750.058105
	Iteration 6Q: 3 clusters Score -330167.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -330185.281250 Penalty: 3750.058105
	Iteration 7Q: 3 clusters Score -330185.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -330196.593750 Penalty: 3750.058105
	Iteration 8Q: 3 clusters Score -330196.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -330213.187500 Penalty: 3750.058105
	Iteration 9Q: 3 clusters Score -330213.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -330236.468750 Penalty: 3750.058105
	Iteration 10Q: 3 clusters Score -330236.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -330253.656250 Penalty: 3750.058105
	Iteration 11Q: 3 clusters Score -330253.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -330270.375000 Penalty: 3750.058105
	Iteration 12Q: 3 clusters Score -330270.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -330282.218750 Penalty: 3750.058105
	Iteration 13Q: 3 clusters Score -330282.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -330291.750000 Penalty: 3750.058105
	Iteration 14Q: 3 clusters Score -330291.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -330300.812500 Penalty: 3750.058105
	Iteration 15Q: 3 clusters Score -330300.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -330307.781250 Penalty: 3750.058105
	Iteration 16Q: 3 clusters Score -330307.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -330311.562500 Penalty: 3750.058105
	Iteration 17Q: 3 clusters Score -330311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -330317.375000 Penalty: 3750.058105
	Iteration 18Q: 3 clusters Score -330317.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -330326.718750 Penalty: 3750.058105
	Iteration 19Q: 3 clusters Score -330326.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -330334.468750 Penalty: 3750.058105
	Iteration 20F: 3 clusters Score -330334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -330338.843750 Penalty: 3750.058105
	Iteration 21Q: 3 clusters Score -330338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -330342.031250 Penalty: 3750.058105
	Iteration 22Q: 3 clusters Score -330342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -330345.218750 Penalty: 3750.058105
	Iteration 23Q: 3 clusters Score -330345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330346.156250 Penalty: 3750.058105
	Iteration 24Q: 3 clusters Score -330346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -330346.593750 Penalty: 3750.058105
	Iteration 25Q: 3 clusters Score -330346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330346.937500 Penalty: 3750.058105
	Iteration 26Q: 3 clusters Score -330346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330346.937500 Penalty: 3750.058105
	Iteration 27F: 3 clusters Score -330346.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -70177.640625 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -70177.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68777.437500 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68777.44 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69045.468750 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -69045.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69186.429688 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -69186.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69249.257812 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -69249.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69297.507812 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -69297.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69328.101562 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -69328.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69341.554688 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -69341.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69353.492188 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -69353.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69363.562500 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -69363.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69373.046875 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -69373.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69382.554688 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -69382.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69384.945312 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -69384.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69391.554688 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -69391.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69392.031250 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -69392.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69392.875000 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -69392.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69392.875000 Penalty: 3102.852051
	Iteration 15F: 3 clusters Score -69392.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -64578.527344 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -64578.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63182.578125 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -63182.58 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63727.929688 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -63727.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63953.707031 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -63953.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64082.425781 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -64082.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64176.011719 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -64176.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64244.492188 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -64244.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64274.820312 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -64274.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64322.820312 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -64322.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64333.828125 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -64333.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64336.375000 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -64336.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64336.375000 Penalty: 3152.629395
	Iteration 10F: 3 clusters Score -64336.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Entering Unmasked Estep 
Score: -8617537.000000 Penalty: 2663.213379
	Iteration 0F: 2 clusters Score -8617537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -8587532.000000 Penalty: 5326.426758
	Iteration 0F: 3 clusters Score -8587532 nChanged 21193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -8599480.000000 Penalty: 5326.426758
	Iteration 1F: 3 clusters Score -8599480 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8600383.000000 Penalty: 5326.426758
	Iteration 2Q: 3 clusters Score -8600383 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -8601537.000000 Penalty: 5326.426758
	Iteration 3F: 3 clusters Score -8601537 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -8603014.000000 Penalty: 5326.426758
	Iteration 4F: 3 clusters Score -8603014 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -8605143.000000 Penalty: 5326.426758
	Iteration 5F: 3 clusters Score -8605143 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -8607772.000000 Penalty: 5326.426758
	Iteration 6F: 3 clusters Score -8607772 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -8610348.000000 Penalty: 5326.426758
	Iteration 7F: 3 clusters Score -8610348 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -8611784.000000 Penalty: 5326.426758
	Iteration 8F: 3 clusters Score -8611784 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -8612283.000000 Penalty: 5326.426758
	Iteration 9Q: 3 clusters Score -8612283 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -8612495.000000 Penalty: 5326.426758
	Iteration 10Q: 3 clusters Score -8612495 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -8612672.000000 Penalty: 5326.426758
	Iteration 11Q: 3 clusters Score -8612672 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -8612770.000000 Penalty: 5326.426758
	Iteration 12Q: 3 clusters Score -8612770 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -8612857.000000 Penalty: 5326.426758
	Iteration 13Q: 3 clusters Score -8612857 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -8612960.000000 Penalty: 5326.426758
	Iteration 14Q: 3 clusters Score -8612960 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -8613027.000000 Penalty: 5326.426758
	Iteration 15Q: 3 clusters Score -8613027 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -8613075.000000 Penalty: 5326.426758
	Iteration 16Q: 3 clusters Score -8613075 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -8613093.000000 Penalty: 5326.426758
	Iteration 17Q: 3 clusters Score -8613093 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -8613149.000000 Penalty: 5326.426758
	Iteration 18Q: 3 clusters Score -8613149 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -8613156.000000 Penalty: 5326.426758
	Iteration 19Q: 3 clusters Score -8613156 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -8613202.000000 Penalty: 5326.426758
	Iteration 20F: 3 clusters Score -8613202 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -8613207.000000 Penalty: 5326.426758
	Iteration 21Q: 3 clusters Score -8613207 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -8613178.000000 Penalty: 5326.426758
	Iteration 22Q: 3 clusters Score -8613178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -8613218.000000 Penalty: 5326.426758
	Iteration 23Q: 3 clusters Score -8613218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -8613247.000000 Penalty: 5326.426758
	Iteration 24Q: 3 clusters Score -8613247 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -8613240.000000 Penalty: 5326.426758
	Iteration 25Q: 3 clusters Score -8613240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -8613224.000000 Penalty: 5326.426758
	Iteration 26Q: 3 clusters Score -8613224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -8613231.000000 Penalty: 5326.426758
	Iteration 27Q: 3 clusters Score -8613231 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -8613221.000000 Penalty: 5326.426758
	Iteration 28Q: 3 clusters Score -8613221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -8613211.000000 Penalty: 5326.426758
	Iteration 29Q: 3 clusters Score -8613211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -8613212.000000 Penalty: 5326.426758
	Iteration 30Q: 3 clusters Score -8613212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -8613245.000000 Penalty: 5326.426758
	Iteration 31Q: 3 clusters Score -8613245 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -8613228.000000 Penalty: 5326.426758
	Iteration 32Q: 3 clusters Score -8613228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -8613213.000000 Penalty: 5326.426758
	Iteration 33Q: 3 clusters Score -8613213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -8613196.000000 Penalty: 5326.426758
	Iteration 34Q: 3 clusters Score -8613196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -8613206.000000 Penalty: 5326.426758
	Iteration 35Q: 3 clusters Score -8613206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -8613213.000000 Penalty: 5326.426758
	Iteration 36Q: 3 clusters Score -8613213 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -8613214.000000 Penalty: 5326.426758
	Iteration 37Q: 3 clusters Score -8613214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -8613203.000000 Penalty: 5326.426758
	Iteration 38Q: 3 clusters Score -8613203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -8613196.000000 Penalty: 5326.426758
	Iteration 39Q: 3 clusters Score -8613196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -8613208.000000 Penalty: 5326.426758
	Iteration 40F: 3 clusters Score -8613208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -8613211.000000 Penalty: 5326.426758
	Iteration 41Q: 3 clusters Score -8613211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -8613226.000000 Penalty: 5326.426758
	Iteration 42Q: 3 clusters Score -8613226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -8613224.000000 Penalty: 5326.426758
	Iteration 43Q: 3 clusters Score -8613224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -8613232.000000 Penalty: 5326.426758
	Iteration 44Q: 3 clusters Score -8613232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -8613230.000000 Penalty: 5326.426758
	Iteration 45Q: 3 clusters Score -8613230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -8613226.000000 Penalty: 5326.426758
	Iteration 46Q: 3 clusters Score -8613226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -8613242.000000 Penalty: 5326.426758
	Iteration 47Q: 3 clusters Score -8613242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -8613244.000000 Penalty: 5326.426758
	Iteration 48Q: 3 clusters Score -8613244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -8613261.000000 Penalty: 5326.426758
	Iteration 49Q: 3 clusters Score -8613261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -8613243.000000 Penalty: 5326.426758
	Iteration 50Q: 3 clusters Score -8613243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -8613246.000000 Penalty: 5326.426758
	Iteration 51Q: 3 clusters Score -8613246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -8613254.000000 Penalty: 5326.426758
	Iteration 52Q: 3 clusters Score -8613254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -8613272.000000 Penalty: 5326.426758
	Iteration 53Q: 3 clusters Score -8613272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -8613279.000000 Penalty: 5326.426758
	Iteration 54Q: 3 clusters Score -8613279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -8613284.000000 Penalty: 5326.426758
	Iteration 55Q: 3 clusters Score -8613284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -8613292.000000 Penalty: 5326.426758
	Iteration 56Q: 3 clusters Score -8613292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -8613296.000000 Penalty: 5326.426758
	Iteration 57Q: 3 clusters Score -8613296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -8613293.000000 Penalty: 5326.426758
	Iteration 58Q: 3 clusters Score -8613293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -8613287.000000 Penalty: 5326.426758
	Iteration 59Q: 3 clusters Score -8613287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -8613299.000000 Penalty: 5326.426758
	Iteration 60F: 3 clusters Score -8613299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -8613296.000000 Penalty: 5326.426758
	Iteration 61Q: 3 clusters Score -8613296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -8613291.000000 Penalty: 5326.426758
	Iteration 62Q: 3 clusters Score -8613291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -8613280.000000 Penalty: 5326.426758
	Iteration 63Q: 3 clusters Score -8613280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -8613280.000000 Penalty: 5326.426758
	Iteration 64Q: 3 clusters Score -8613280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -8613283.000000 Penalty: 5326.426758
	Iteration 65Q: 3 clusters Score -8613283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -8613282.000000 Penalty: 5326.426758
	Iteration 66Q: 3 clusters Score -8613282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -8613286.000000 Penalty: 5326.426758
	Iteration 67Q: 3 clusters Score -8613286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -8613287.000000 Penalty: 5326.426758
	Iteration 68Q: 3 clusters Score -8613287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -8613287.000000 Penalty: 5326.426758
	Iteration 69Q: 3 clusters Score -8613287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -8613282.000000 Penalty: 5326.426758
	Iteration 70Q: 3 clusters Score -8613282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -8613287.000000 Penalty: 5326.426758
	Iteration 71Q: 3 clusters Score -8613287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -8613288.000000 Penalty: 5326.426758
	Iteration 72Q: 3 clusters Score -8613288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -8613284.000000 Penalty: 5326.426758
	Iteration 73Q: 3 clusters Score -8613284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -8613287.000000 Penalty: 5326.426758
	Iteration 74Q: 3 clusters Score -8613287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -8613278.000000 Penalty: 5326.426758
	Iteration 75Q: 3 clusters Score -8613278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -8613278.000000 Penalty: 5326.426758
	Iteration 76F: 3 clusters Score -8613278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Entering Unmasked Estep 
Score: -1072700.250000 Penalty: 2149.072021
	Iteration 0F: 2 clusters Score -1072700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1067636.000000 Penalty: 4298.144043
	Iteration 0F: 3 clusters Score -1067636 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1068928.125000 Penalty: 4298.144043
	Iteration 1F: 3 clusters Score -1068928 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1069131.750000 Penalty: 4298.144043
	Iteration 2F: 3 clusters Score -1069132 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1069250.875000 Penalty: 4298.144043
	Iteration 3Q: 3 clusters Score -1069251 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1069332.375000 Penalty: 4298.144043
	Iteration 4Q: 3 clusters Score -1069332 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1069384.500000 Penalty: 4298.144043
	Iteration 5Q: 3 clusters Score -1069384 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1069421.500000 Penalty: 4298.144043
	Iteration 6Q: 3 clusters Score -1069422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1069459.125000 Penalty: 4298.144043
	Iteration 7Q: 3 clusters Score -1069459 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1069495.125000 Penalty: 4298.144043
	Iteration 8Q: 3 clusters Score -1069495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1069532.125000 Penalty: 4298.144043
	Iteration 9Q: 3 clusters Score -1069532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1069567.375000 Penalty: 4298.144043
	Iteration 10Q: 3 clusters Score -1069567 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1069622.875000 Penalty: 4298.144043
	Iteration 11Q: 3 clusters Score -1069623 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1069674.250000 Penalty: 4298.144043
	Iteration 12Q: 3 clusters Score -1069674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1069724.125000 Penalty: 4298.144043
	Iteration 13Q: 3 clusters Score -1069724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1069769.250000 Penalty: 4298.144043
	Iteration 14Q: 3 clusters Score -1069769 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1069809.875000 Penalty: 4298.144043
	Iteration 15Q: 3 clusters Score -1069810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1069857.750000 Penalty: 4298.144043
	Iteration 16Q: 3 clusters Score -1069858 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1069899.875000 Penalty: 4298.144043
	Iteration 17Q: 3 clusters Score -1069900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1069947.500000 Penalty: 4298.144043
	Iteration 18Q: 3 clusters Score -1069948 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1070016.500000 Penalty: 4298.144043
	Iteration 19Q: 3 clusters Score -1070016 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1070078.125000 Penalty: 4298.144043
	Iteration 20F: 3 clusters Score -1070078 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1070147.875000 Penalty: 4298.144043
	Iteration 21Q: 3 clusters Score -1070148 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1070211.500000 Penalty: 4298.144043
	Iteration 22Q: 3 clusters Score -1070212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1070287.625000 Penalty: 4298.144043
	Iteration 23Q: 3 clusters Score -1070288 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1070368.000000 Penalty: 4298.144043
	Iteration 24Q: 3 clusters Score -1070368 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1070456.500000 Penalty: 4298.144043
	Iteration 25Q: 3 clusters Score -1070456 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1070560.875000 Penalty: 4298.144043
	Iteration 26Q: 3 clusters Score -1070561 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1070672.000000 Penalty: 4298.144043
	Iteration 27Q: 3 clusters Score -1070672 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1070783.125000 Penalty: 4298.144043
	Iteration 28Q: 3 clusters Score -1070783 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1070902.625000 Penalty: 4298.144043
	Iteration 29Q: 3 clusters Score -1070903 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1070992.750000 Penalty: 4298.144043
	Iteration 30Q: 3 clusters Score -1070993 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1071075.125000 Penalty: 4298.144043
	Iteration 31Q: 3 clusters Score -1071075 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1071135.125000 Penalty: 4298.144043
	Iteration 32Q: 3 clusters Score -1071135 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1071177.000000 Penalty: 4298.144043
	Iteration 33Q: 3 clusters Score -1071177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1071203.375000 Penalty: 4298.144043
	Iteration 34Q: 3 clusters Score -1071203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1071218.750000 Penalty: 4298.144043
	Iteration 35Q: 3 clusters Score -1071219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1071233.125000 Penalty: 4298.144043
	Iteration 36Q: 3 clusters Score -1071233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1071243.000000 Penalty: 4298.144043
	Iteration 37Q: 3 clusters Score -1071243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1071261.000000 Penalty: 4298.144043
	Iteration 38Q: 3 clusters Score -1071261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1071274.875000 Penalty: 4298.144043
	Iteration 39Q: 3 clusters Score -1071275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1071283.125000 Penalty: 4298.144043
	Iteration 40F: 3 clusters Score -1071283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1071290.375000 Penalty: 4298.144043
	Iteration 41Q: 3 clusters Score -1071290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1071290.375000 Penalty: 4298.144043
	Iteration 42Q: 3 clusters Score -1071290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1071294.875000 Penalty: 4298.144043
	Iteration 43Q: 3 clusters Score -1071295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1071295.375000 Penalty: 4298.144043
	Iteration 44Q: 3 clusters Score -1071295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1071295.750000 Penalty: 4298.144043
	Iteration 45Q: 3 clusters Score -1071296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1071297.625000 Penalty: 4298.144043
	Iteration 46Q: 3 clusters Score -1071298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1071299.375000 Penalty: 4298.144043
	Iteration 47Q: 3 clusters Score -1071299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1071298.625000 Penalty: 4298.144043
	Iteration 48Q: 3 clusters Score -1071299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1071298.500000 Penalty: 4298.144043
	Iteration 49Q: 3 clusters Score -1071298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1071300.875000 Penalty: 4298.144043
	Iteration 50Q: 3 clusters Score -1071301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1071300.500000 Penalty: 4298.144043
	Iteration 51Q: 3 clusters Score -1071300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1071300.500000 Penalty: 4298.144043
	Iteration 52Q: 3 clusters Score -1071300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1071302.250000 Penalty: 4298.144043
	Iteration 53Q: 3 clusters Score -1071302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1071304.750000 Penalty: 4298.144043
	Iteration 54Q: 3 clusters Score -1071305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1071306.125000 Penalty: 4298.144043
	Iteration 55Q: 3 clusters Score -1071306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1071305.875000 Penalty: 4298.144043
	Iteration 56Q: 3 clusters Score -1071306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1071306.500000 Penalty: 4298.144043
	Iteration 57Q: 3 clusters Score -1071306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1071306.500000 Penalty: 4298.144043
	Iteration 58F: 3 clusters Score -1071306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (47927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Entering Unmasked Estep 
Score: -8848743.000000 Penalty: 2672.803711
	Iteration 0F: 2 clusters Score -8848743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -8817116.000000 Penalty: 5345.607422
	Iteration 0F: 3 clusters Score -8817116 nChanged 22002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -8829293.000000 Penalty: 5345.607422
	Iteration 1F: 3 clusters Score -8829293 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -8829789.000000 Penalty: 5345.607422
	Iteration 2Q: 3 clusters Score -8829789 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -8830242.000000 Penalty: 5345.607422
	Iteration 3Q: 3 clusters Score -8830242 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -8830680.000000 Penalty: 5345.607422
	Iteration 4Q: 3 clusters Score -8830680 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -8831182.000000 Penalty: 5345.607422
	Iteration 5Q: 3 clusters Score -8831182 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -8831881.000000 Penalty: 5345.607422
	Iteration 6Q: 3 clusters Score -8831881 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -8832915.000000 Penalty: 5345.607422
	Iteration 7Q: 3 clusters Score -8832915 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -8834515.000000 Penalty: 5345.607422
	Iteration 8F: 3 clusters Score -8834515 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -8836578.000000 Penalty: 5345.607422
	Iteration 9F: 3 clusters Score -8836578 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -8838256.000000 Penalty: 5345.607422
	Iteration 10F: 3 clusters Score -8838256 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -8839184.000000 Penalty: 5345.607422
	Iteration 11Q: 3 clusters Score -8839184 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -8839561.000000 Penalty: 5345.607422
	Iteration 12Q: 3 clusters Score -8839561 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -8839890.000000 Penalty: 5345.607422
	Iteration 13Q: 3 clusters Score -8839890 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -8840127.000000 Penalty: 5345.607422
	Iteration 14Q: 3 clusters Score -8840127 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -8840397.000000 Penalty: 5345.607422
	Iteration 15Q: 3 clusters Score -8840397 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -8840763.000000 Penalty: 5345.607422
	Iteration 16Q: 3 clusters Score -8840763 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -8841200.000000 Penalty: 5345.607422
	Iteration 17Q: 3 clusters Score -8841200 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -8841757.000000 Penalty: 5345.607422
	Iteration 18Q: 3 clusters Score -8841757 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -8842326.000000 Penalty: 5345.607422
	Iteration 19Q: 3 clusters Score -8842326 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -8842960.000000 Penalty: 5345.607422
	Iteration 20F: 3 clusters Score -8842960 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -8843667.000000 Penalty: 5345.607422
	Iteration 21Q: 3 clusters Score -8843667 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -8844319.000000 Penalty: 5345.607422
	Iteration 22Q: 3 clusters Score -8844319 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -8844797.000000 Penalty: 5345.607422
	Iteration 23Q: 3 clusters Score -8844797 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -8845288.000000 Penalty: 5345.607422
	Iteration 24Q: 3 clusters Score -8845288 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -8845601.000000 Penalty: 5345.607422
	Iteration 25Q: 3 clusters Score -8845601 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -8845869.000000 Penalty: 5345.607422
	Iteration 26Q: 3 clusters Score -8845869 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -8845993.000000 Penalty: 5345.607422
	Iteration 27Q: 3 clusters Score -8845993 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -8846110.000000 Penalty: 5345.607422
	Iteration 28Q: 3 clusters Score -8846110 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -8846131.000000 Penalty: 5345.607422
	Iteration 29Q: 3 clusters Score -8846131 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -8846184.000000 Penalty: 5345.607422
	Iteration 30Q: 3 clusters Score -8846184 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -8846195.000000 Penalty: 5345.607422
	Iteration 31Q: 3 clusters Score -8846195 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -8846195.000000 Penalty: 5345.607422
	Iteration 32Q: 3 clusters Score -8846195 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -8846233.000000 Penalty: 5345.607422
	Iteration 33Q: 3 clusters Score -8846233 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -8846253.000000 Penalty: 5345.607422
	Iteration 34Q: 3 clusters Score -8846253 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -8846269.000000 Penalty: 5345.607422
	Iteration 35Q: 3 clusters Score -8846269 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -8846274.000000 Penalty: 5345.607422
	Iteration 36Q: 3 clusters Score -8846274 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -8846289.000000 Penalty: 5345.607422
	Iteration 37Q: 3 clusters Score -8846289 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -8846295.000000 Penalty: 5345.607422
	Iteration 38Q: 3 clusters Score -8846295 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -8846292.000000 Penalty: 5345.607422
	Iteration 39Q: 3 clusters Score -8846292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -8846292.000000 Penalty: 5345.607422
	Iteration 40F: 3 clusters Score -8846292 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -8846308.000000 Penalty: 5345.607422
	Iteration 41Q: 3 clusters Score -8846308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -8846298.000000 Penalty: 5345.607422
	Iteration 42Q: 3 clusters Score -8846298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -8846288.000000 Penalty: 5345.607422
	Iteration 43Q: 3 clusters Score -8846288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -8846305.000000 Penalty: 5345.607422
	Iteration 44Q: 3 clusters Score -8846305 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -8846305.000000 Penalty: 5345.607422
	Iteration 45Q: 3 clusters Score -8846305 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -8846318.000000 Penalty: 5345.607422
	Iteration 46Q: 3 clusters Score -8846318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -8846308.000000 Penalty: 5345.607422
	Iteration 47Q: 3 clusters Score -8846308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -8846308.000000 Penalty: 5345.607422
	Iteration 48Q: 3 clusters Score -8846308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -8846311.000000 Penalty: 5345.607422
	Iteration 49Q: 3 clusters Score -8846311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -8846295.000000 Penalty: 5345.607422
	Iteration 50Q: 3 clusters Score -8846295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -8846304.000000 Penalty: 5345.607422
	Iteration 51Q: 3 clusters Score -8846304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -8846307.000000 Penalty: 5345.607422
	Iteration 52Q: 3 clusters Score -8846307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -8846302.000000 Penalty: 5345.607422
	Iteration 53Q: 3 clusters Score -8846302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -8846303.000000 Penalty: 5345.607422
	Iteration 54Q: 3 clusters Score -8846303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8846296.000000 Penalty: 5345.607422
	Iteration 55Q: 3 clusters Score -8846296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -8846286.000000 Penalty: 5345.607422
	Iteration 56Q: 3 clusters Score -8846286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -8846287.000000 Penalty: 5345.607422
	Iteration 57Q: 3 clusters Score -8846287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8846290.000000 Penalty: 5345.607422
	Iteration 58Q: 3 clusters Score -8846290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -8846294.000000 Penalty: 5345.607422
	Iteration 59Q: 3 clusters Score -8846294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -8846297.000000 Penalty: 5345.607422
	Iteration 60F: 3 clusters Score -8846297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -8846300.000000 Penalty: 5345.607422
	Iteration 61Q: 3 clusters Score -8846300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -8846302.000000 Penalty: 5345.607422
	Iteration 62Q: 3 clusters Score -8846302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -8846298.000000 Penalty: 5345.607422
	Iteration 63Q: 3 clusters Score -8846298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -8846301.000000 Penalty: 5345.607422
	Iteration 64Q: 3 clusters Score -8846301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -8846302.000000 Penalty: 5345.607422
	Iteration 65Q: 3 clusters Score -8846302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -8846302.000000 Penalty: 5345.607422
	Iteration 66Q: 3 clusters Score -8846302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -8846307.000000 Penalty: 5345.607422
	Iteration 67Q: 3 clusters Score -8846307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -8846300.000000 Penalty: 5345.607422
	Iteration 68Q: 3 clusters Score -8846300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8846308.000000 Penalty: 5345.607422
	Iteration 69Q: 3 clusters Score -8846308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -8846309.000000 Penalty: 5345.607422
	Iteration 70Q: 3 clusters Score -8846309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -8846305.000000 Penalty: 5345.607422
	Iteration 71Q: 3 clusters Score -8846305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -8846313.000000 Penalty: 5345.607422
	Iteration 72Q: 3 clusters Score -8846313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -8846316.000000 Penalty: 5345.607422
	Iteration 73Q: 3 clusters Score -8846316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -8846321.000000 Penalty: 5345.607422
	Iteration 74Q: 3 clusters Score -8846321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -8846315.000000 Penalty: 5345.607422
	Iteration 75Q: 3 clusters Score -8846315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -8846309.000000 Penalty: 5345.607422
	Iteration 76Q: 3 clusters Score -8846309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -8846311.000000 Penalty: 5345.607422
	Iteration 77Q: 3 clusters Score -8846311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -8846306.000000 Penalty: 5345.607422
	Iteration 78Q: 3 clusters Score -8846306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -8846309.000000 Penalty: 5345.607422
	Iteration 79Q: 3 clusters Score -8846309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8846295.000000 Penalty: 5345.607422
	Iteration 80F: 3 clusters Score -8846295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -8846309.000000 Penalty: 5345.607422
	Iteration 81Q: 3 clusters Score -8846309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -8846290.000000 Penalty: 5345.607422
	Iteration 82Q: 3 clusters Score -8846290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -8846299.000000 Penalty: 5345.607422
	Iteration 83Q: 3 clusters Score -8846299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -8846303.000000 Penalty: 5345.607422
	Iteration 84Q: 3 clusters Score -8846303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -8846295.000000 Penalty: 5345.607422
	Iteration 85Q: 3 clusters Score -8846295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8846275.000000 Penalty: 5345.607422
	Iteration 86Q: 3 clusters Score -8846275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -8846276.000000 Penalty: 5345.607422
	Iteration 87Q: 3 clusters Score -8846276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -8846284.000000 Penalty: 5345.607422
	Iteration 88Q: 3 clusters Score -8846284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -8846286.000000 Penalty: 5345.607422
	Iteration 89Q: 3 clusters Score -8846286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -8846283.000000 Penalty: 5345.607422
	Iteration 90Q: 3 clusters Score -8846283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -8846288.000000 Penalty: 5345.607422
	Iteration 91Q: 3 clusters Score -8846288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -8846283.000000 Penalty: 5345.607422
	Iteration 92Q: 3 clusters Score -8846283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8846280.000000 Penalty: 5345.607422
	Iteration 93Q: 3 clusters Score -8846280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -8846293.000000 Penalty: 5345.607422
	Iteration 94Q: 3 clusters Score -8846293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -8846297.000000 Penalty: 5345.607422
	Iteration 95Q: 3 clusters Score -8846297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -8846297.000000 Penalty: 5345.607422
	Iteration 96Q: 3 clusters Score -8846297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -8846299.000000 Penalty: 5345.607422
	Iteration 97Q: 3 clusters Score -8846299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -8846294.000000 Penalty: 5345.607422
	Iteration 98Q: 3 clusters Score -8846294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -8846289.000000 Penalty: 5345.607422
	Iteration 99Q: 3 clusters Score -8846289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -8846298.000000 Penalty: 5345.607422
	Iteration 100F: 3 clusters Score -8846298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -8846295.000000 Penalty: 5345.607422
	Iteration 101Q: 3 clusters Score -8846295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -8846288.000000 Penalty: 5345.607422
	Iteration 102Q: 3 clusters Score -8846288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -8846287.000000 Penalty: 5345.607422
	Iteration 103Q: 3 clusters Score -8846287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -8846293.000000 Penalty: 5345.607422
	Iteration 104Q: 3 clusters Score -8846293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -8846290.000000 Penalty: 5345.607422
	Iteration 105Q: 3 clusters Score -8846290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -8846296.000000 Penalty: 5345.607422
	Iteration 106Q: 3 clusters Score -8846296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -8846291.000000 Penalty: 5345.607422
	Iteration 107Q: 3 clusters Score -8846291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -8846295.000000 Penalty: 5345.607422
	Iteration 108Q: 3 clusters Score -8846295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -8846287.000000 Penalty: 5345.607422
	Iteration 109Q: 3 clusters Score -8846287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8846280.000000 Penalty: 5345.607422
	Iteration 110Q: 3 clusters Score -8846280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -8846298.000000 Penalty: 5345.607422
	Iteration 111Q: 3 clusters Score -8846298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8846296.000000 Penalty: 5345.607422
	Iteration 112Q: 3 clusters Score -8846296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -8846288.000000 Penalty: 5345.607422
	Iteration 113Q: 3 clusters Score -8846288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -8846280.000000 Penalty: 5345.607422
	Iteration 114Q: 3 clusters Score -8846280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -8846285.000000 Penalty: 5345.607422
	Iteration 115Q: 3 clusters Score -8846285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -8846287.000000 Penalty: 5345.607422
	Iteration 116Q: 3 clusters Score -8846287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -8846292.000000 Penalty: 5345.607422
	Iteration 117Q: 3 clusters Score -8846292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -8846285.000000 Penalty: 5345.607422
	Iteration 118Q: 3 clusters Score -8846285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8846292.000000 Penalty: 5345.607422
	Iteration 119Q: 3 clusters Score -8846292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -8846292.000000 Penalty: 5345.607422
	Iteration 120F: 3 clusters Score -8846292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -8846293.000000 Penalty: 5345.607422
	Iteration 121Q: 3 clusters Score -8846293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -8846287.000000 Penalty: 5345.607422
	Iteration 122Q: 3 clusters Score -8846287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8846275.000000 Penalty: 5345.607422
	Iteration 123Q: 3 clusters Score -8846275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -8846276.000000 Penalty: 5345.607422
	Iteration 124Q: 3 clusters Score -8846276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8846275.000000 Penalty: 5345.607422
	Iteration 125Q: 3 clusters Score -8846275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -8846272.000000 Penalty: 5345.607422
	Iteration 126Q: 3 clusters Score -8846272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -8846285.000000 Penalty: 5345.607422
	Iteration 127Q: 3 clusters Score -8846285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -8846294.000000 Penalty: 5345.607422
	Iteration 128Q: 3 clusters Score -8846294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8846296.000000 Penalty: 5345.607422
	Iteration 129Q: 3 clusters Score -8846296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -8846292.000000 Penalty: 5345.607422
	Iteration 130Q: 3 clusters Score -8846292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8846301.000000 Penalty: 5345.607422
	Iteration 131Q: 3 clusters Score -8846301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -8846296.000000 Penalty: 5345.607422
	Iteration 132Q: 3 clusters Score -8846296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -8846304.000000 Penalty: 5345.607422
	Iteration 133Q: 3 clusters Score -8846304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -8846298.000000 Penalty: 5345.607422
	Iteration 134Q: 3 clusters Score -8846298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8846287.000000 Penalty: 5345.607422
	Iteration 135Q: 3 clusters Score -8846287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -8846298.000000 Penalty: 5345.607422
	Iteration 136Q: 3 clusters Score -8846298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -8846300.000000 Penalty: 5345.607422
	Iteration 137Q: 3 clusters Score -8846300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -8846290.000000 Penalty: 5345.607422
	Iteration 138Q: 3 clusters Score -8846290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -8846291.000000 Penalty: 5345.607422
	Iteration 139Q: 3 clusters Score -8846291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8846294.000000 Penalty: 5345.607422
	Iteration 140F: 3 clusters Score -8846294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -8846296.000000 Penalty: 5345.607422
	Iteration 141Q: 3 clusters Score -8846296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8846302.000000 Penalty: 5345.607422
	Iteration 142Q: 3 clusters Score -8846302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -8846301.000000 Penalty: 5345.607422
	Iteration 143Q: 3 clusters Score -8846301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -8846307.000000 Penalty: 5345.607422
	Iteration 144Q: 3 clusters Score -8846307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -8846316.000000 Penalty: 5345.607422
	Iteration 145Q: 3 clusters Score -8846316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -8846306.000000 Penalty: 5345.607422
	Iteration 146Q: 3 clusters Score -8846306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8846317.000000 Penalty: 5345.607422
	Iteration 147Q: 3 clusters Score -8846317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -8846316.000000 Penalty: 5345.607422
	Iteration 148Q: 3 clusters Score -8846316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8846320.000000 Penalty: 5345.607422
	Iteration 149Q: 3 clusters Score -8846320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8846320.000000 Penalty: 5345.607422
	Iteration 150F: 3 clusters Score -8846320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -98865.171875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -98865.17 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 325 members 
Entering Unmasked Estep 
Score: -97269.312500 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -97269.31 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97606.296875 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -97606.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97782.617188 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -97782.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -97850.812500 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -97850.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97881.539062 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -97881.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -97893.539062 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -97893.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97897.687500 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -97897.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -97903.132812 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -97903.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -97908.515625 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -97908.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -97908.515625 Penalty: 3227.609619
	Iteration 9F: 3 clusters Score -97908.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -28125.611328 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -28125.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26998.166016 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -26998.17 nChanged 87
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: -27304.566406 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -27304.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27422.123047 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -27422.12 nChanged 13
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: -27491.421875 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -27491.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27540.353516 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -27540.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27564.611328 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -27564.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27567.689453 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -27567.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27567.689453 Penalty: 2909.768066
	Iteration 7F: 3 clusters Score -27567.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Entering Unmasked Estep 
Score: -8569232.000000 Penalty: 2662.432129
	Iteration 0F: 2 clusters Score -8569232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -8538945.000000 Penalty: 5324.864258
	Iteration 0F: 3 clusters Score -8538945 nChanged 21206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -8550765.000000 Penalty: 5324.864258
	Iteration 1F: 3 clusters Score -8550765 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -8551330.000000 Penalty: 5324.864258
	Iteration 2Q: 3 clusters Score -8551330 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -8552049.000000 Penalty: 5324.864258
	Iteration 3Q: 3 clusters Score -8552049 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -8552989.000000 Penalty: 5324.864258
	Iteration 4Q: 3 clusters Score -8552989 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -8554211.000000 Penalty: 5324.864258
	Iteration 5Q: 3 clusters Score -8554211 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -8556017.000000 Penalty: 5324.864258
	Iteration 6F: 3 clusters Score -8556017 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -8558228.000000 Penalty: 5324.864258
	Iteration 7F: 3 clusters Score -8558228 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -8560474.000000 Penalty: 5324.864258
	Iteration 8F: 3 clusters Score -8560474 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -8562413.000000 Penalty: 5324.864258
	Iteration 9F: 3 clusters Score -8562413 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -8563899.000000 Penalty: 5324.864258
	Iteration 10Q: 3 clusters Score -8563899 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -8564989.000000 Penalty: 5324.864258
	Iteration 11Q: 3 clusters Score -8564989 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -8565725.000000 Penalty: 5324.864258
	Iteration 12Q: 3 clusters Score -8565725 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -8566175.000000 Penalty: 5324.864258
	Iteration 13Q: 3 clusters Score -8566175 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -8566447.000000 Penalty: 5324.864258
	Iteration 14Q: 3 clusters Score -8566447 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8566611.000000 Penalty: 5324.864258
	Iteration 15Q: 3 clusters Score -8566611 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8566794.000000 Penalty: 5324.864258
	Iteration 16Q: 3 clusters Score -8566794 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -8566892.000000 Penalty: 5324.864258
	Iteration 17Q: 3 clusters Score -8566892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -8566936.000000 Penalty: 5324.864258
	Iteration 18Q: 3 clusters Score -8566936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -8567000.000000 Penalty: 5324.864258
	Iteration 19Q: 3 clusters Score -8567000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -8567046.000000 Penalty: 5324.864258
	Iteration 20F: 3 clusters Score -8567046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -8567047.000000 Penalty: 5324.864258
	Iteration 21Q: 3 clusters Score -8567047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -8567048.000000 Penalty: 5324.864258
	Iteration 22Q: 3 clusters Score -8567048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -8567060.000000 Penalty: 5324.864258
	Iteration 23Q: 3 clusters Score -8567060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -8567071.000000 Penalty: 5324.864258
	Iteration 24Q: 3 clusters Score -8567071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -8567084.000000 Penalty: 5324.864258
	Iteration 25Q: 3 clusters Score -8567084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -8567090.000000 Penalty: 5324.864258
	Iteration 26Q: 3 clusters Score -8567090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -8567106.000000 Penalty: 5324.864258
	Iteration 27Q: 3 clusters Score -8567106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -8567109.000000 Penalty: 5324.864258
	Iteration 28Q: 3 clusters Score -8567109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8567107.000000 Penalty: 5324.864258
	Iteration 29Q: 3 clusters Score -8567107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -8567114.000000 Penalty: 5324.864258
	Iteration 30Q: 3 clusters Score -8567114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -8567127.000000 Penalty: 5324.864258
	Iteration 31Q: 3 clusters Score -8567127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -8567129.000000 Penalty: 5324.864258
	Iteration 32Q: 3 clusters Score -8567129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8567125.000000 Penalty: 5324.864258
	Iteration 33Q: 3 clusters Score -8567125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8567127.000000 Penalty: 5324.864258
	Iteration 34Q: 3 clusters Score -8567127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8567140.000000 Penalty: 5324.864258
	Iteration 35Q: 3 clusters Score -8567140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -8567139.000000 Penalty: 5324.864258
	Iteration 36Q: 3 clusters Score -8567139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -8567149.000000 Penalty: 5324.864258
	Iteration 37Q: 3 clusters Score -8567149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8567150.000000 Penalty: 5324.864258
	Iteration 38Q: 3 clusters Score -8567150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8567150.000000 Penalty: 5324.864258
	Iteration 39F: 3 clusters Score -8567150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Entering Unmasked Estep 
Score: -7197802.500000 Penalty: 2620.398682
	Iteration 0F: 2 clusters Score -7197802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -7171529.500000 Penalty: 5240.797363
	Iteration 0F: 3 clusters Score -7171530 nChanged 17751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -7181339.500000 Penalty: 5240.797363
	Iteration 1F: 3 clusters Score -7181340 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -7181782.500000 Penalty: 5240.797363
	Iteration 2Q: 3 clusters Score -7181782 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -7182182.000000 Penalty: 5240.797363
	Iteration 3Q: 3 clusters Score -7182182 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -7182550.000000 Penalty: 5240.797363
	Iteration 4Q: 3 clusters Score -7182550 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -7183000.000000 Penalty: 5240.797363
	Iteration 5Q: 3 clusters Score -7183000 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -7183513.500000 Penalty: 5240.797363
	Iteration 6Q: 3 clusters Score -7183514 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -7184222.500000 Penalty: 5240.797363
	Iteration 7Q: 3 clusters Score -7184222 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -7185194.000000 Penalty: 5240.797363
	Iteration 8Q: 3 clusters Score -7185194 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -7186587.000000 Penalty: 5240.797363
	Iteration 9F: 3 clusters Score -7186587 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -7188428.000000 Penalty: 5240.797363
	Iteration 10F: 3 clusters Score -7188428 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -7190596.500000 Penalty: 5240.797363
	Iteration 11F: 3 clusters Score -7190596 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -7192553.000000 Penalty: 5240.797363
	Iteration 12F: 3 clusters Score -7192553 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -7193830.500000 Penalty: 5240.797363
	Iteration 13Q: 3 clusters Score -7193830 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -7194539.500000 Penalty: 5240.797363
	Iteration 14Q: 3 clusters Score -7194540 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -7194928.500000 Penalty: 5240.797363
	Iteration 15Q: 3 clusters Score -7194928 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -7195144.500000 Penalty: 5240.797363
	Iteration 16Q: 3 clusters Score -7195144 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -7195281.500000 Penalty: 5240.797363
	Iteration 17Q: 3 clusters Score -7195282 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -7195352.000000 Penalty: 5240.797363
	Iteration 18Q: 3 clusters Score -7195352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -7195423.500000 Penalty: 5240.797363
	Iteration 19Q: 3 clusters Score -7195424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -7195472.000000 Penalty: 5240.797363
	Iteration 20F: 3 clusters Score -7195472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -7195502.000000 Penalty: 5240.797363
	Iteration 21Q: 3 clusters Score -7195502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7195518.000000 Penalty: 5240.797363
	Iteration 22Q: 3 clusters Score -7195518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -7195538.000000 Penalty: 5240.797363
	Iteration 23Q: 3 clusters Score -7195538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -7195548.500000 Penalty: 5240.797363
	Iteration 24Q: 3 clusters Score -7195548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -7195552.000000 Penalty: 5240.797363
	Iteration 25Q: 3 clusters Score -7195552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -7195563.000000 Penalty: 5240.797363
	Iteration 26Q: 3 clusters Score -7195563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -7195566.000000 Penalty: 5240.797363
	Iteration 27Q: 3 clusters Score -7195566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -7195568.500000 Penalty: 5240.797363
	Iteration 28Q: 3 clusters Score -7195568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -7195575.000000 Penalty: 5240.797363
	Iteration 29Q: 3 clusters Score -7195575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -7195572.000000 Penalty: 5240.797363
	Iteration 30Q: 3 clusters Score -7195572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7195575.500000 Penalty: 5240.797363
	Iteration 31Q: 3 clusters Score -7195576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7195575.500000 Penalty: 5240.797363
	Iteration 32F: 3 clusters Score -7195576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 45064 members 
Mstep: Class 3 contains 56695 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49689 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 34600 members 
Mstep: Class 9 contains 37147 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 25966 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45953 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44865 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46109 members 
Mstep: Class 23 contains 5800 members 
Mstep: Class 24 contains 47927 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45964 members 
Mstep: Class 28 contains 38798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164224.000000 Penalty: 89117.335938
Iteration 319Q: 28 clusters Score -1.101642e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 45123 members 
Mstep: Class 3 contains 56775 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49732 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 34587 members 
Mstep: Class 9 contains 37098 members 
Mstep: Class 10 contains 8964 members 
Mstep: Class 11 contains 26668 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45969 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44870 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45967 members 
Mstep: Class 23 contains 5813 members 
Mstep: Class 24 contains 47890 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45956 members 
Mstep: Class 28 contains 38348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164040.000000 Penalty: 89117.335938
Iteration 320F: 28 clusters Score -1.10164e+08 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 45180 members 
Mstep: Class 3 contains 56819 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49824 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 34553 members 
Mstep: Class 9 contains 37060 members 
Mstep: Class 10 contains 8920 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45973 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44896 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45866 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 47838 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45951 members 
Mstep: Class 28 contains 37904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164288.000000 Penalty: 89117.335938
Iteration 321Q: 28 clusters Score -1.101643e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 45255 members 
Mstep: Class 3 contains 56849 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49959 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 34539 members 
Mstep: Class 9 contains 37023 members 
Mstep: Class 10 contains 8876 members 
Mstep: Class 11 contains 28035 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45970 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44922 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45745 members 
Mstep: Class 23 contains 5826 members 
Mstep: Class 24 contains 47818 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45944 members 
Mstep: Class 28 contains 37462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110164632.000000 Penalty: 89117.335938
Iteration 322Q: 28 clusters Score -1.101646e+08 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 45326 members 
Mstep: Class 3 contains 56827 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50116 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 34560 members 
Mstep: Class 9 contains 36994 members 
Mstep: Class 10 contains 8837 members 
Mstep: Class 11 contains 28694 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45959 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44931 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45577 members 
Mstep: Class 23 contains 5836 members 
Mstep: Class 24 contains 47802 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45925 members 
Mstep: Class 28 contains 37105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110165208.000000 Penalty: 89117.335938
Iteration 323Q: 28 clusters Score -1.101652e+08 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 45362 members 
Mstep: Class 3 contains 56807 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50237 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 36965 members 
Mstep: Class 10 contains 8803 members 
Mstep: Class 11 contains 29376 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45953 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44951 members 
Mstep: Class 17 contains 6071 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45474 members 
Mstep: Class 23 contains 5852 members 
Mstep: Class 24 contains 47802 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45885 members 
Mstep: Class 28 contains 36790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110165232.000000 Penalty: 89117.335938
Iteration 324Q: 28 clusters Score -1.101652e+08 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 45423 members 
Mstep: Class 3 contains 56804 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50275 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 34588 members 
Mstep: Class 9 contains 36931 members 
Mstep: Class 10 contains 8769 members 
Mstep: Class 11 contains 30128 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45962 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44966 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45409 members 
Mstep: Class 23 contains 5874 members 
Mstep: Class 24 contains 47795 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45822 members 
Mstep: Class 28 contains 36444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110165528.000000 Penalty: 89117.335938
Iteration 325Q: 28 clusters Score -1.101655e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 45458 members 
Mstep: Class 3 contains 56670 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50278 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 34582 members 
Mstep: Class 9 contains 36893 members 
Mstep: Class 10 contains 8737 members 
Mstep: Class 11 contains 30783 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45991 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44976 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45365 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 47813 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45795 members 
Mstep: Class 28 contains 36231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166040.000000 Penalty: 89117.335938
Iteration 326Q: 28 clusters Score -1.10166e+08 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 45487 members 
Mstep: Class 3 contains 56513 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50255 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 34598 members 
Mstep: Class 9 contains 36845 members 
Mstep: Class 10 contains 8696 members 
Mstep: Class 11 contains 31419 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46026 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44991 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45335 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 47792 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45739 members 
Mstep: Class 28 contains 36049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166456.000000 Penalty: 89117.335938
Iteration 327Q: 28 clusters Score -1.101665e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 45483 members 
Mstep: Class 3 contains 56148 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50223 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2666 members 
Mstep: Class 8 contains 34602 members 
Mstep: Class 9 contains 36799 members 
Mstep: Class 10 contains 8665 members 
Mstep: Class 11 contains 31986 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46045 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45035 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45333 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 47762 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45670 members 
Mstep: Class 28 contains 35975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110166968.000000 Penalty: 89117.335938
Iteration 328Q: 28 clusters Score -1.10167e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 45520 members 
Mstep: Class 3 contains 55815 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50150 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 34584 members 
Mstep: Class 9 contains 36746 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 32556 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46041 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45048 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45335 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 47724 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45645 members 
Mstep: Class 28 contains 35893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167048.000000 Penalty: 89117.335938
Iteration 329Q: 28 clusters Score -1.10167e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 45566 members 
Mstep: Class 3 contains 55404 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50119 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 34549 members 
Mstep: Class 9 contains 36692 members 
Mstep: Class 10 contains 8613 members 
Mstep: Class 11 contains 33166 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46028 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45040 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45333 members 
Mstep: Class 23 contains 5947 members 
Mstep: Class 24 contains 47697 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45617 members 
Mstep: Class 28 contains 35812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167584.000000 Penalty: 89117.335938
Iteration 330Q: 28 clusters Score -1.101676e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 45579 members 
Mstep: Class 3 contains 54954 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50138 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 34487 members 
Mstep: Class 9 contains 36666 members 
Mstep: Class 10 contains 8587 members 
Mstep: Class 11 contains 33800 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46006 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45071 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45282 members 
Mstep: Class 23 contains 5954 members 
Mstep: Class 24 contains 47650 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45576 members 
Mstep: Class 28 contains 35731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110167904.000000 Penalty: 89117.335938
Iteration 331Q: 28 clusters Score -1.101679e+08 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 45602 members 
Mstep: Class 3 contains 54383 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 50084 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 34409 members 
Mstep: Class 9 contains 36652 members 
Mstep: Class 10 contains 8559 members 
Mstep: Class 11 contains 34575 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45986 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45110 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45222 members 
Mstep: Class 23 contains 5964 members 
Mstep: Class 24 contains 47604 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45507 members 
Mstep: Class 28 contains 35589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169040.000000 Penalty: 89117.335938
Iteration 332Q: 28 clusters Score -1.10169e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 45570 members 
Mstep: Class 3 contains 53902 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49921 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 34266 members 
Mstep: Class 9 contains 36615 members 
Mstep: Class 10 contains 8517 members 
Mstep: Class 11 contains 35501 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45948 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45178 members 
Mstep: Class 17 contains 6042 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45222 members 
Mstep: Class 23 contains 5976 members 
Mstep: Class 24 contains 47557 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45430 members 
Mstep: Class 28 contains 35344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169552.000000 Penalty: 89117.335938
Iteration 333Q: 28 clusters Score -1.101696e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 45514 members 
Mstep: Class 3 contains 53544 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49798 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 34163 members 
Mstep: Class 9 contains 36593 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 36254 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45925 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45235 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45288 members 
Mstep: Class 23 contains 5983 members 
Mstep: Class 24 contains 47511 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45389 members 
Mstep: Class 28 contains 35024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169912.000000 Penalty: 89117.335938
Iteration 334Q: 28 clusters Score -1.101699e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 45516 members 
Mstep: Class 3 contains 53415 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49608 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 34066 members 
Mstep: Class 9 contains 36567 members 
Mstep: Class 10 contains 8426 members 
Mstep: Class 11 contains 37047 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45906 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45187 members 
Mstep: Class 17 contains 6052 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45375 members 
Mstep: Class 23 contains 5993 members 
Mstep: Class 24 contains 47470 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45340 members 
Mstep: Class 28 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170256.000000 Penalty: 89117.335938
Iteration 335Q: 28 clusters Score -1.101703e+08 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 45494 members 
Mstep: Class 3 contains 53368 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49496 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 33981 members 
Mstep: Class 9 contains 36535 members 
Mstep: Class 10 contains 8367 members 
Mstep: Class 11 contains 37829 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45865 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45121 members 
Mstep: Class 17 contains 6056 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45467 members 
Mstep: Class 23 contains 6000 members 
Mstep: Class 24 contains 47412 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45268 members 
Mstep: Class 28 contains 34470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170168.000000 Penalty: 89117.335938
Iteration 336Q: 28 clusters Score -1.101702e+08 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 45490 members 
Mstep: Class 3 contains 53288 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49450 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 33878 members 
Mstep: Class 9 contains 36467 members 
Mstep: Class 10 contains 8327 members 
Mstep: Class 11 contains 38600 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45833 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45071 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45562 members 
Mstep: Class 23 contains 6007 members 
Mstep: Class 24 contains 47355 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45259 members 
Mstep: Class 28 contains 34225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170512.000000 Penalty: 89117.335938
Iteration 337Q: 28 clusters Score -1.101705e+08 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 45478 members 
Mstep: Class 3 contains 53283 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49416 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 33757 members 
Mstep: Class 9 contains 36422 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 39421 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45774 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45048 members 
Mstep: Class 17 contains 6044 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45624 members 
Mstep: Class 23 contains 6017 members 
Mstep: Class 24 contains 47327 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45244 members 
Mstep: Class 28 contains 34006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170696.000000 Penalty: 89117.335938
Iteration 338Q: 28 clusters Score -1.101707e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 45464 members 
Mstep: Class 3 contains 53466 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49341 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 33622 members 
Mstep: Class 9 contains 36385 members 
Mstep: Class 10 contains 8236 members 
Mstep: Class 11 contains 40183 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45717 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45024 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45644 members 
Mstep: Class 23 contains 6031 members 
Mstep: Class 24 contains 47308 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45287 members 
Mstep: Class 28 contains 33876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171352.000000 Penalty: 89117.335938
Iteration 339Q: 28 clusters Score -1.101714e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 45464 members 
Mstep: Class 3 contains 53766 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49253 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 33486 members 
Mstep: Class 9 contains 36360 members 
Mstep: Class 10 contains 8202 members 
Mstep: Class 11 contains 40786 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45676 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 44997 members 
Mstep: Class 17 contains 6041 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45610 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 47277 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45311 members 
Mstep: Class 28 contains 33902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171648.000000 Penalty: 89117.335938
Iteration 340F: 28 clusters Score -1.101716e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 45443 members 
Mstep: Class 3 contains 54000 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49209 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 33403 members 
Mstep: Class 9 contains 36326 members 
Mstep: Class 10 contains 8164 members 
Mstep: Class 11 contains 41095 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45614 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45018 members 
Mstep: Class 17 contains 6033 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45548 members 
Mstep: Class 23 contains 6052 members 
Mstep: Class 24 contains 47244 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45286 members 
Mstep: Class 28 contains 34246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171640.000000 Penalty: 89117.335938
Iteration 341Q: 28 clusters Score -1.101716e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 45393 members 
Mstep: Class 3 contains 54345 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 49123 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 33285 members 
Mstep: Class 9 contains 36300 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 41145 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45599 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45022 members 
Mstep: Class 17 contains 6033 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45500 members 
Mstep: Class 23 contains 6068 members 
Mstep: Class 24 contains 47201 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45278 members 
Mstep: Class 28 contains 34788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171928.000000 Penalty: 89117.335938
Iteration 342Q: 28 clusters Score -1.101719e+08 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 45348 members 
Mstep: Class 3 contains 54638 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48975 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 33173 members 
Mstep: Class 9 contains 36278 members 
Mstep: Class 10 contains 8112 members 
Mstep: Class 11 contains 41136 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45576 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45022 members 
Mstep: Class 17 contains 6033 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45447 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 47165 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45267 members 
Mstep: Class 28 contains 35437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172088.000000 Penalty: 89117.335938
Iteration 343Q: 28 clusters Score -1.101721e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 45272 members 
Mstep: Class 3 contains 54836 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48903 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 33004 members 
Mstep: Class 9 contains 36231 members 
Mstep: Class 10 contains 8079 members 
Mstep: Class 11 contains 41074 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45566 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45016 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45463 members 
Mstep: Class 23 contains 6088 members 
Mstep: Class 24 contains 47136 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45260 members 
Mstep: Class 28 contains 36108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171952.000000 Penalty: 89117.335938
Iteration 344Q: 28 clusters Score -1.10172e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 45254 members 
Mstep: Class 3 contains 54959 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48849 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 32826 members 
Mstep: Class 9 contains 36176 members 
Mstep: Class 10 contains 8043 members 
Mstep: Class 11 contains 40995 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45542 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45020 members 
Mstep: Class 17 contains 6043 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45478 members 
Mstep: Class 23 contains 6104 members 
Mstep: Class 24 contains 47086 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45297 members 
Mstep: Class 28 contains 36821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172384.000000 Penalty: 89117.335938
Iteration 345Q: 28 clusters Score -1.101724e+08 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 45232 members 
Mstep: Class 3 contains 55102 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48817 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 32674 members 
Mstep: Class 9 contains 36134 members 
Mstep: Class 10 contains 8006 members 
Mstep: Class 11 contains 40835 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45491 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45013 members 
Mstep: Class 17 contains 6044 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45459 members 
Mstep: Class 23 contains 6105 members 
Mstep: Class 24 contains 47022 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45337 members 
Mstep: Class 28 contains 37598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172472.000000 Penalty: 89117.335938
Iteration 346Q: 28 clusters Score -1.101725e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 45208 members 
Mstep: Class 3 contains 55221 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48788 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 32530 members 
Mstep: Class 9 contains 36090 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 40733 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45445 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44986 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45429 members 
Mstep: Class 23 contains 6111 members 
Mstep: Class 24 contains 46968 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45339 members 
Mstep: Class 28 contains 38316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172568.000000 Penalty: 89117.335938
Iteration 347Q: 28 clusters Score -1.101726e+08 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 45192 members 
Mstep: Class 3 contains 55366 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48702 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 32380 members 
Mstep: Class 9 contains 36042 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 40602 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45429 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45010 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45374 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 46954 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45333 members 
Mstep: Class 28 contains 39025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172800.000000 Penalty: 89117.335938
Iteration 348Q: 28 clusters Score -1.101728e+08 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 45169 members 
Mstep: Class 3 contains 55363 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48668 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 32227 members 
Mstep: Class 9 contains 36007 members 
Mstep: Class 10 contains 7912 members 
Mstep: Class 11 contains 40508 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45423 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45003 members 
Mstep: Class 17 contains 6040 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45362 members 
Mstep: Class 23 contains 6115 members 
Mstep: Class 24 contains 46893 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45370 members 
Mstep: Class 28 contains 39624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172952.000000 Penalty: 89117.335938
Iteration 349Q: 28 clusters Score -1.10173e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 45137 members 
Mstep: Class 3 contains 55387 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48629 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 32077 members 
Mstep: Class 9 contains 35976 members 
Mstep: Class 10 contains 7874 members 
Mstep: Class 11 contains 40368 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45412 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 44979 members 
Mstep: Class 17 contains 6038 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45369 members 
Mstep: Class 23 contains 6098 members 
Mstep: Class 24 contains 46824 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45427 members 
Mstep: Class 28 contains 40270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172888.000000 Penalty: 89117.335938
Iteration 350Q: 28 clusters Score -1.101729e+08 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 45131 members 
Mstep: Class 3 contains 55442 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48626 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 31965 members 
Mstep: Class 9 contains 35944 members 
Mstep: Class 10 contains 7835 members 
Mstep: Class 11 contains 40318 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45367 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 44978 members 
Mstep: Class 17 contains 6043 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45339 members 
Mstep: Class 23 contains 6086 members 
Mstep: Class 24 contains 46723 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45469 members 
Mstep: Class 28 contains 40769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172720.000000 Penalty: 89117.335938
Iteration 351Q: 28 clusters Score -1.101727e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 45173 members 
Mstep: Class 3 contains 55511 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48624 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 31857 members 
Mstep: Class 9 contains 35911 members 
Mstep: Class 10 contains 7798 members 
Mstep: Class 11 contains 40265 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45361 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 44989 members 
Mstep: Class 17 contains 6044 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45261 members 
Mstep: Class 23 contains 6078 members 
Mstep: Class 24 contains 46636 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45499 members 
Mstep: Class 28 contains 41226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173248.000000 Penalty: 89117.335938
Iteration 352Q: 28 clusters Score -1.101732e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 45241 members 
Mstep: Class 3 contains 55535 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48635 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 31749 members 
Mstep: Class 9 contains 35876 members 
Mstep: Class 10 contains 7760 members 
Mstep: Class 11 contains 40288 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45358 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45055 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45171 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 46553 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45465 members 
Mstep: Class 28 contains 41672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173176.000000 Penalty: 89117.335938
Iteration 353Q: 28 clusters Score -1.101732e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 45253 members 
Mstep: Class 3 contains 55640 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48625 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 31627 members 
Mstep: Class 9 contains 35825 members 
Mstep: Class 10 contains 7723 members 
Mstep: Class 11 contains 40330 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45341 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45126 members 
Mstep: Class 17 contains 6057 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45104 members 
Mstep: Class 23 contains 6055 members 
Mstep: Class 24 contains 46468 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45433 members 
Mstep: Class 28 contains 42072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173656.000000 Penalty: 89117.335938
Iteration 354Q: 28 clusters Score -1.101737e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 45240 members 
Mstep: Class 3 contains 55684 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48617 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 31493 members 
Mstep: Class 9 contains 35787 members 
Mstep: Class 10 contains 7680 members 
Mstep: Class 11 contains 40482 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45324 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45185 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45097 members 
Mstep: Class 23 contains 6054 members 
Mstep: Class 24 contains 46385 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45401 members 
Mstep: Class 28 contains 42334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173960.000000 Penalty: 89117.335938
Iteration 355Q: 28 clusters Score -1.10174e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 45191 members 
Mstep: Class 3 contains 55815 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48558 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 31365 members 
Mstep: Class 9 contains 35752 members 
Mstep: Class 10 contains 7651 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45320 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45241 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45064 members 
Mstep: Class 23 contains 6054 members 
Mstep: Class 24 contains 46299 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45395 members 
Mstep: Class 28 contains 42570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173744.000000 Penalty: 89117.335938
Iteration 356Q: 28 clusters Score -1.101737e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 45154 members 
Mstep: Class 3 contains 56045 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48454 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 31214 members 
Mstep: Class 9 contains 35726 members 
Mstep: Class 10 contains 7626 members 
Mstep: Class 11 contains 40835 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45315 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45280 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45038 members 
Mstep: Class 23 contains 6057 members 
Mstep: Class 24 contains 46213 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45376 members 
Mstep: Class 28 contains 42810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173648.000000 Penalty: 89117.335938
Iteration 357Q: 28 clusters Score -1.101736e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 45170 members 
Mstep: Class 3 contains 56212 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48346 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 31068 members 
Mstep: Class 9 contains 35686 members 
Mstep: Class 10 contains 7598 members 
Mstep: Class 11 contains 41123 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45311 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45282 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45036 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 46118 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45398 members 
Mstep: Class 28 contains 42979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173704.000000 Penalty: 89117.335938
Iteration 358Q: 28 clusters Score -1.101737e+08 nChanged 2529
Entering ConstructFrom: 
Score: -110173704.000000 Penalty: 89117.335938
Entering ConstructFrom: 
Trying to split cluster 1 (45053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Entering Unmasked Estep 
Score: -8402067.000000 Penalty: 2657.467529
	Iteration 0F: 2 clusters Score -8402067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -8371703.000000 Penalty: 5314.935059
	Iteration 0F: 3 clusters Score -8371703 nChanged 20812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -8383322.000000 Penalty: 5314.935059
	Iteration 1F: 3 clusters Score -8383322 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -8384073.500000 Penalty: 5314.935059
	Iteration 2Q: 3 clusters Score -8384074 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -8385057.000000 Penalty: 5314.935059
	Iteration 3Q: 3 clusters Score -8385057 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -8386595.500000 Penalty: 5314.935059
	Iteration 4F: 3 clusters Score -8386596 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -8388995.000000 Penalty: 5314.935059
	Iteration 5F: 3 clusters Score -8388995 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -8392397.000000 Penalty: 5314.935059
	Iteration 6F: 3 clusters Score -8392397 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -8395802.000000 Penalty: 5314.935059
	Iteration 7F: 3 clusters Score -8395802 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -8398107.000000 Penalty: 5314.935059
	Iteration 8F: 3 clusters Score -8398107 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -8399068.000000 Penalty: 5314.935059
	Iteration 9Q: 3 clusters Score -8399068 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -8399404.000000 Penalty: 5314.935059
	Iteration 10Q: 3 clusters Score -8399404 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -8399568.000000 Penalty: 5314.935059
	Iteration 11Q: 3 clusters Score -8399568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -8399626.000000 Penalty: 5314.935059
	Iteration 12Q: 3 clusters Score -8399626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -8399676.000000 Penalty: 5314.935059
	Iteration 13Q: 3 clusters Score -8399676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -8399697.000000 Penalty: 5314.935059
	Iteration 14Q: 3 clusters Score -8399697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -8399712.000000 Penalty: 5314.935059
	Iteration 15Q: 3 clusters Score -8399712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -8399727.000000 Penalty: 5314.935059
	Iteration 16Q: 3 clusters Score -8399727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -8399731.000000 Penalty: 5314.935059
	Iteration 17Q: 3 clusters Score -8399731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -8399744.000000 Penalty: 5314.935059
	Iteration 18Q: 3 clusters Score -8399744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -8399748.000000 Penalty: 5314.935059
	Iteration 19Q: 3 clusters Score -8399748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -8399745.000000 Penalty: 5314.935059
	Iteration 20F: 3 clusters Score -8399745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Entering Unmasked Estep 
Score: -8498999.000000 Penalty: 2658.396240
	Iteration 0F: 2 clusters Score -8498999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -8469822.000000 Penalty: 5316.792480
	Iteration 0F: 3 clusters Score -8469822 nChanged 20828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -8481414.000000 Penalty: 5316.792480
	Iteration 1F: 3 clusters Score -8481414 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -8482220.000000 Penalty: 5316.792480
	Iteration 2Q: 3 clusters Score -8482220 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -8483170.000000 Penalty: 5316.792480
	Iteration 3F: 3 clusters Score -8483170 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -8484499.000000 Penalty: 5316.792480
	Iteration 4F: 3 clusters Score -8484499 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -8486347.000000 Penalty: 5316.792480
	Iteration 5F: 3 clusters Score -8486347 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -8488865.000000 Penalty: 5316.792480
	Iteration 6F: 3 clusters Score -8488865 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -8491741.000000 Penalty: 5316.792480
	Iteration 7F: 3 clusters Score -8491741 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -8494168.000000 Penalty: 5316.792480
	Iteration 8F: 3 clusters Score -8494168 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8495562.000000 Penalty: 5316.792480
	Iteration 9Q: 3 clusters Score -8495562 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8496177.000000 Penalty: 5316.792480
	Iteration 10Q: 3 clusters Score -8496177 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8496445.000000 Penalty: 5316.792480
	Iteration 11Q: 3 clusters Score -8496445 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8496565.000000 Penalty: 5316.792480
	Iteration 12Q: 3 clusters Score -8496565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8496613.000000 Penalty: 5316.792480
	Iteration 13Q: 3 clusters Score -8496613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8496648.000000 Penalty: 5316.792480
	Iteration 14Q: 3 clusters Score -8496648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8496666.000000 Penalty: 5316.792480
	Iteration 15Q: 3 clusters Score -8496666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8496670.000000 Penalty: 5316.792480
	Iteration 16Q: 3 clusters Score -8496670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8496673.000000 Penalty: 5316.792480
	Iteration 17Q: 3 clusters Score -8496673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8496674.000000 Penalty: 5316.792480
	Iteration 18Q: 3 clusters Score -8496674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8496674.000000 Penalty: 5316.792480
	Iteration 19F: 3 clusters Score -8496674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Entering Unmasked Estep 
Score: -10544796.000000 Penalty: 2713.127197
	Iteration 0F: 2 clusters Score -1.05448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -10512292.000000 Penalty: 5426.254395
	Iteration 0F: 3 clusters Score -1.051229e+07 nChanged 26237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -10526877.000000 Penalty: 5426.254395
	Iteration 1F: 3 clusters Score -1.052688e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -10527302.000000 Penalty: 5426.254395
	Iteration 2Q: 3 clusters Score -1.05273e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -10527666.000000 Penalty: 5426.254395
	Iteration 3Q: 3 clusters Score -1.052767e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -10528189.000000 Penalty: 5426.254395
	Iteration 4Q: 3 clusters Score -1.052819e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -10528835.000000 Penalty: 5426.254395
	Iteration 5Q: 3 clusters Score -1.052884e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -10529821.000000 Penalty: 5426.254395
	Iteration 6Q: 3 clusters Score -1.052982e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -10531391.000000 Penalty: 5426.254395
	Iteration 7F: 3 clusters Score -1.053139e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -10533619.000000 Penalty: 5426.254395
	Iteration 8F: 3 clusters Score -1.053362e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -10536750.000000 Penalty: 5426.254395
	Iteration 9F: 3 clusters Score -1.053675e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -10539021.000000 Penalty: 5426.254395
	Iteration 10F: 3 clusters Score -1.053902e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -10540773.000000 Penalty: 5426.254395
	Iteration 11F: 3 clusters Score -1.054077e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -10541579.000000 Penalty: 5426.254395
	Iteration 12Q: 3 clusters Score -1.054158e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -10541938.000000 Penalty: 5426.254395
	Iteration 13Q: 3 clusters Score -1.054194e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10542114.000000 Penalty: 5426.254395
	Iteration 14Q: 3 clusters Score -1.054211e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -10542244.000000 Penalty: 5426.254395
	Iteration 15Q: 3 clusters Score -1.054224e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10542328.000000 Penalty: 5426.254395
	Iteration 16Q: 3 clusters Score -1.054233e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10542416.000000 Penalty: 5426.254395
	Iteration 17Q: 3 clusters Score -1.054242e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10542469.000000 Penalty: 5426.254395
	Iteration 18Q: 3 clusters Score -1.054247e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10542476.000000 Penalty: 5426.254395
	Iteration 19Q: 3 clusters Score -1.054248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10542495.000000 Penalty: 5426.254395
	Iteration 20F: 3 clusters Score -1.05425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10542508.000000 Penalty: 5426.254395
	Iteration 21Q: 3 clusters Score -1.054251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10542528.000000 Penalty: 5426.254395
	Iteration 22Q: 3 clusters Score -1.054253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10542545.000000 Penalty: 5426.254395
	Iteration 23Q: 3 clusters Score -1.054254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10542547.000000 Penalty: 5426.254395
	Iteration 24Q: 3 clusters Score -1.054255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10542555.000000 Penalty: 5426.254395
	Iteration 25Q: 3 clusters Score -1.054256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10542575.000000 Penalty: 5426.254395
	Iteration 26Q: 3 clusters Score -1.054258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10542575.000000 Penalty: 5426.254395
	Iteration 27Q: 3 clusters Score -1.054258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10542584.000000 Penalty: 5426.254395
	Iteration 28Q: 3 clusters Score -1.054258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10542594.000000 Penalty: 5426.254395
	Iteration 29Q: 3 clusters Score -1.054259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10542594.000000 Penalty: 5426.254395
	Iteration 30Q: 3 clusters Score -1.054259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10542584.000000 Penalty: 5426.254395
	Iteration 31Q: 3 clusters Score -1.054258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10542591.000000 Penalty: 5426.254395
	Iteration 32Q: 3 clusters Score -1.054259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10542587.000000 Penalty: 5426.254395
	Iteration 33Q: 3 clusters Score -1.054259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10542587.000000 Penalty: 5426.254395
	Iteration 34Q: 3 clusters Score -1.054259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10542587.000000 Penalty: 5426.254395
	Iteration 35F: 3 clusters Score -1.054259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -69315.929688 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -69315.93 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 228 members 
Entering Unmasked Estep 
Score: -68020.648438 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -68020.65 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -68346.164062 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -68346.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -68561.101562 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -68561.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -68752.593750 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -68752.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -68968.117188 Penalty: 3026.869141
	Iteration 4F: 3 clusters Score -68968.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -69092.671875 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -69092.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -69165.359375 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -69165.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -69223.093750 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -69223.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -69275.718750 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -69275.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -69310.164062 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -69310.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -69327.226562 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -69327.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -69341.984375 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -69341.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69343.312500 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -69343.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69343.312500 Penalty: 3026.869141
	Iteration 13F: 3 clusters Score -69343.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 45222 members 
Mstep: Class 3 contains 56389 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 48297 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2617 members 
Mstep: Class 8 contains 30910 members 
Mstep: Class 9 contains 35656 members 
Mstep: Class 10 contains 7576 members 
Mstep: Class 11 contains 41471 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45328 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45297 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 166 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44993 members 
Mstep: Class 23 contains 6059 members 
Mstep: Class 24 contains 46041 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45327 members 
Mstep: Class 28 contains 43044 members 
Entering Unmasked Estep 
Score: -110171840.000000 Penalty: 92417.976562
Splitting cluster 4 changes total score from -110173704.000000 to -110171840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (48297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Entering Unmasked Estep 
Score: -9049831.000000 Penalty: 2674.710938
	Iteration 0F: 2 clusters Score -9049831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -9019845.000000 Penalty: 5349.421875
	Iteration 0F: 3 clusters Score -9019845 nChanged 22280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -9032211.000000 Penalty: 5349.421875
	Iteration 1F: 3 clusters Score -9032211 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -9032946.000000 Penalty: 5349.421875
	Iteration 2Q: 3 clusters Score -9032946 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -9033824.000000 Penalty: 5349.421875
	Iteration 3Q: 3 clusters Score -9033824 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -9034951.000000 Penalty: 5349.421875
	Iteration 4Q: 3 clusters Score -9034951 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -9036366.000000 Penalty: 5349.421875
	Iteration 5F: 3 clusters Score -9036366 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -9038153.000000 Penalty: 5349.421875
	Iteration 6F: 3 clusters Score -9038153 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -9040497.000000 Penalty: 5349.421875
	Iteration 7F: 3 clusters Score -9040497 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -9042970.000000 Penalty: 5349.421875
	Iteration 8F: 3 clusters Score -9042970 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -9044662.000000 Penalty: 5349.421875
	Iteration 9F: 3 clusters Score -9044662 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -9045587.000000 Penalty: 5349.421875
	Iteration 10Q: 3 clusters Score -9045587 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -9046048.000000 Penalty: 5349.421875
	Iteration 11Q: 3 clusters Score -9046048 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -9046374.000000 Penalty: 5349.421875
	Iteration 12Q: 3 clusters Score -9046374 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -9046587.000000 Penalty: 5349.421875
	Iteration 13Q: 3 clusters Score -9046587 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -9046798.000000 Penalty: 5349.421875
	Iteration 14Q: 3 clusters Score -9046798 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -9046961.000000 Penalty: 5349.421875
	Iteration 15Q: 3 clusters Score -9046961 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -9047102.000000 Penalty: 5349.421875
	Iteration 16Q: 3 clusters Score -9047102 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -9047278.000000 Penalty: 5349.421875
	Iteration 17Q: 3 clusters Score -9047278 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -9047497.000000 Penalty: 5349.421875
	Iteration 18Q: 3 clusters Score -9047497 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -9047676.000000 Penalty: 5349.421875
	Iteration 19Q: 3 clusters Score -9047676 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -9047808.000000 Penalty: 5349.421875
	Iteration 20F: 3 clusters Score -9047808 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -9047896.000000 Penalty: 5349.421875
	Iteration 21Q: 3 clusters Score -9047896 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -9047941.000000 Penalty: 5349.421875
	Iteration 22Q: 3 clusters Score -9047941 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -9048013.000000 Penalty: 5349.421875
	Iteration 23Q: 3 clusters Score -9048013 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -9048085.000000 Penalty: 5349.421875
	Iteration 24Q: 3 clusters Score -9048085 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -9048120.000000 Penalty: 5349.421875
	Iteration 25Q: 3 clusters Score -9048120 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -9048155.000000 Penalty: 5349.421875
	Iteration 26Q: 3 clusters Score -9048155 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -9048170.000000 Penalty: 5349.421875
	Iteration 27Q: 3 clusters Score -9048170 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -9048155.000000 Penalty: 5349.421875
	Iteration 28Q: 3 clusters Score -9048155 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -9048152.000000 Penalty: 5349.421875
	Iteration 29Q: 3 clusters Score -9048152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -9048159.000000 Penalty: 5349.421875
	Iteration 30Q: 3 clusters Score -9048159 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -9048177.000000 Penalty: 5349.421875
	Iteration 31Q: 3 clusters Score -9048177 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -9048210.000000 Penalty: 5349.421875
	Iteration 32Q: 3 clusters Score -9048210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -9048206.000000 Penalty: 5349.421875
	Iteration 33Q: 3 clusters Score -9048206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -9048221.000000 Penalty: 5349.421875
	Iteration 34Q: 3 clusters Score -9048221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -9048221.000000 Penalty: 5349.421875
	Iteration 35Q: 3 clusters Score -9048221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -9048234.000000 Penalty: 5349.421875
	Iteration 36Q: 3 clusters Score -9048234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -9048248.000000 Penalty: 5349.421875
	Iteration 37Q: 3 clusters Score -9048248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -9048233.000000 Penalty: 5349.421875
	Iteration 38Q: 3 clusters Score -9048233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -9048238.000000 Penalty: 5349.421875
	Iteration 39Q: 3 clusters Score -9048238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -9048250.000000 Penalty: 5349.421875
	Iteration 40F: 3 clusters Score -9048250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -9048246.000000 Penalty: 5349.421875
	Iteration 41Q: 3 clusters Score -9048246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -9048256.000000 Penalty: 5349.421875
	Iteration 42Q: 3 clusters Score -9048256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -9048251.000000 Penalty: 5349.421875
	Iteration 43Q: 3 clusters Score -9048251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -9048262.000000 Penalty: 5349.421875
	Iteration 44Q: 3 clusters Score -9048262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -9048262.000000 Penalty: 5349.421875
	Iteration 45Q: 3 clusters Score -9048262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -9048260.000000 Penalty: 5349.421875
	Iteration 46Q: 3 clusters Score -9048260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -9048249.000000 Penalty: 5349.421875
	Iteration 47Q: 3 clusters Score -9048249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -9048244.000000 Penalty: 5349.421875
	Iteration 48Q: 3 clusters Score -9048244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -9048251.000000 Penalty: 5349.421875
	Iteration 49Q: 3 clusters Score -9048251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -9048250.000000 Penalty: 5349.421875
	Iteration 50Q: 3 clusters Score -9048250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -9048255.000000 Penalty: 5349.421875
	Iteration 51Q: 3 clusters Score -9048255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -9048251.000000 Penalty: 5349.421875
	Iteration 52Q: 3 clusters Score -9048251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -9048251.000000 Penalty: 5349.421875
	Iteration 53F: 3 clusters Score -9048251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -54927.640625 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -54927.64 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 161 members 
Entering Unmasked Estep 
Score: -53606.503906 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -53606.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53720.425781 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -53720.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53772.339844 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -53772.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53817.761719 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -53817.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53853.980469 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -53853.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53856.300781 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -53856.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53856.300781 Penalty: 2864.177490
	Iteration 6F: 3 clusters Score -53856.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -468366.031250 Penalty: 1951.706421
	Iteration 0F: 2 clusters Score -468366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -465360.937500 Penalty: 3903.412842
	Iteration 0F: 3 clusters Score -465360.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -465899.656250 Penalty: 3903.412842
	Iteration 1F: 3 clusters Score -465899.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -466037.968750 Penalty: 3903.412842
	Iteration 2F: 3 clusters Score -466038 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -466104.843750 Penalty: 3903.412842
	Iteration 3Q: 3 clusters Score -466104.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -466145.562500 Penalty: 3903.412842
	Iteration 4Q: 3 clusters Score -466145.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -466174.687500 Penalty: 3903.412842
	Iteration 5Q: 3 clusters Score -466174.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -466190.656250 Penalty: 3903.412842
	Iteration 6Q: 3 clusters Score -466190.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -466203.312500 Penalty: 3903.412842
	Iteration 7Q: 3 clusters Score -466203.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -466213.937500 Penalty: 3903.412842
	Iteration 8Q: 3 clusters Score -466213.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -466227.500000 Penalty: 3903.412842
	Iteration 9Q: 3 clusters Score -466227.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -466235.875000 Penalty: 3903.412842
	Iteration 10Q: 3 clusters Score -466235.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -466242.375000 Penalty: 3903.412842
	Iteration 11Q: 3 clusters Score -466242.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -466249.437500 Penalty: 3903.412842
	Iteration 12Q: 3 clusters Score -466249.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -466258.843750 Penalty: 3903.412842
	Iteration 13Q: 3 clusters Score -466258.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -466265.218750 Penalty: 3903.412842
	Iteration 14Q: 3 clusters Score -466265.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -466271.968750 Penalty: 3903.412842
	Iteration 15Q: 3 clusters Score -466272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -466274.437500 Penalty: 3903.412842
	Iteration 16Q: 3 clusters Score -466274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -466275.468750 Penalty: 3903.412842
	Iteration 17Q: 3 clusters Score -466275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -466275.406250 Penalty: 3903.412842
	Iteration 18Q: 3 clusters Score -466275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -466276.125000 Penalty: 3903.412842
	Iteration 19Q: 3 clusters Score -466276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -466276.125000 Penalty: 3903.412842
	Iteration 20F: 3 clusters Score -466276.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Entering Unmasked Estep 
Score: -5726439.500000 Penalty: 2564.031006
	Iteration 0F: 2 clusters Score -5726440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5705451.000000 Penalty: 5128.062012
	Iteration 0F: 3 clusters Score -5705451 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -5712738.500000 Penalty: 5128.062012
	Iteration 1F: 3 clusters Score -5712738 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5713153.500000 Penalty: 5128.062012
	Iteration 2Q: 3 clusters Score -5713154 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -5713456.500000 Penalty: 5128.062012
	Iteration 3Q: 3 clusters Score -5713456 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -5713768.000000 Penalty: 5128.062012
	Iteration 4Q: 3 clusters Score -5713768 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -5714097.500000 Penalty: 5128.062012
	Iteration 5Q: 3 clusters Score -5714098 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -5714532.000000 Penalty: 5128.062012
	Iteration 6Q: 3 clusters Score -5714532 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -5715212.500000 Penalty: 5128.062012
	Iteration 7Q: 3 clusters Score -5715212 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5716199.500000 Penalty: 5128.062012
	Iteration 8F: 3 clusters Score -5716200 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -5717627.000000 Penalty: 5128.062012
	Iteration 9F: 3 clusters Score -5717627 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -5719425.500000 Penalty: 5128.062012
	Iteration 10F: 3 clusters Score -5719426 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5721269.500000 Penalty: 5128.062012
	Iteration 11F: 3 clusters Score -5721270 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5722602.500000 Penalty: 5128.062012
	Iteration 12Q: 3 clusters Score -5722602 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5723367.000000 Penalty: 5128.062012
	Iteration 13Q: 3 clusters Score -5723367 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5723727.000000 Penalty: 5128.062012
	Iteration 14Q: 3 clusters Score -5723727 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5723904.500000 Penalty: 5128.062012
	Iteration 15Q: 3 clusters Score -5723904 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5724010.500000 Penalty: 5128.062012
	Iteration 16Q: 3 clusters Score -5724010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5724101.000000 Penalty: 5128.062012
	Iteration 17Q: 3 clusters Score -5724101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5724144.500000 Penalty: 5128.062012
	Iteration 18Q: 3 clusters Score -5724144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5724176.000000 Penalty: 5128.062012
	Iteration 19Q: 3 clusters Score -5724176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5724203.000000 Penalty: 5128.062012
	Iteration 20F: 3 clusters Score -5724203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5724222.500000 Penalty: 5128.062012
	Iteration 21Q: 3 clusters Score -5724222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5724221.500000 Penalty: 5128.062012
	Iteration 22Q: 3 clusters Score -5724222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5724227.500000 Penalty: 5128.062012
	Iteration 23Q: 3 clusters Score -5724228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5724233.000000 Penalty: 5128.062012
	Iteration 24Q: 3 clusters Score -5724233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5724233.000000 Penalty: 5128.062012
	Iteration 25F: 3 clusters Score -5724233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Entering Unmasked Estep 
Score: -6451256.500000 Penalty: 2599.454834
	Iteration 0F: 2 clusters Score -6451256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -6427106.500000 Penalty: 5198.909668
	Iteration 0F: 3 clusters Score -6427106 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -6435862.500000 Penalty: 5198.909668
	Iteration 1F: 3 clusters Score -6435862 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -6436284.500000 Penalty: 5198.909668
	Iteration 2Q: 3 clusters Score -6436284 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -6436542.500000 Penalty: 5198.909668
	Iteration 3Q: 3 clusters Score -6436542 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -6436906.500000 Penalty: 5198.909668
	Iteration 4Q: 3 clusters Score -6436906 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -6437269.000000 Penalty: 5198.909668
	Iteration 5Q: 3 clusters Score -6437269 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -6437743.000000 Penalty: 5198.909668
	Iteration 6Q: 3 clusters Score -6437743 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -6438430.000000 Penalty: 5198.909668
	Iteration 7Q: 3 clusters Score -6438430 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -6439379.000000 Penalty: 5198.909668
	Iteration 8F: 3 clusters Score -6439379 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -6440944.000000 Penalty: 5198.909668
	Iteration 9F: 3 clusters Score -6440944 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -6443008.500000 Penalty: 5198.909668
	Iteration 10F: 3 clusters Score -6443008 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -6445183.500000 Penalty: 5198.909668
	Iteration 11F: 3 clusters Score -6445184 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6446977.000000 Penalty: 5198.909668
	Iteration 12F: 3 clusters Score -6446977 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6447957.500000 Penalty: 5198.909668
	Iteration 13Q: 3 clusters Score -6447958 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6448423.500000 Penalty: 5198.909668
	Iteration 14Q: 3 clusters Score -6448424 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6448670.000000 Penalty: 5198.909668
	Iteration 15Q: 3 clusters Score -6448670 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6448814.000000 Penalty: 5198.909668
	Iteration 16Q: 3 clusters Score -6448814 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6448907.500000 Penalty: 5198.909668
	Iteration 17Q: 3 clusters Score -6448908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6448967.500000 Penalty: 5198.909668
	Iteration 18Q: 3 clusters Score -6448968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6449008.000000 Penalty: 5198.909668
	Iteration 19Q: 3 clusters Score -6449008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6449046.000000 Penalty: 5198.909668
	Iteration 20F: 3 clusters Score -6449046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6449062.500000 Penalty: 5198.909668
	Iteration 21Q: 3 clusters Score -6449062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6449071.500000 Penalty: 5198.909668
	Iteration 22Q: 3 clusters Score -6449072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6449087.000000 Penalty: 5198.909668
	Iteration 23Q: 3 clusters Score -6449087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6449105.000000 Penalty: 5198.909668
	Iteration 24Q: 3 clusters Score -6449105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6449113.000000 Penalty: 5198.909668
	Iteration 25Q: 3 clusters Score -6449113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6449129.500000 Penalty: 5198.909668
	Iteration 26Q: 3 clusters Score -6449130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6449141.000000 Penalty: 5198.909668
	Iteration 27Q: 3 clusters Score -6449141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6449148.000000 Penalty: 5198.909668
	Iteration 28Q: 3 clusters Score -6449148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6449140.000000 Penalty: 5198.909668
	Iteration 29Q: 3 clusters Score -6449140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6449145.000000 Penalty: 5198.909668
	Iteration 30Q: 3 clusters Score -6449145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6449145.000000 Penalty: 5198.909668
	Iteration 31Q: 3 clusters Score -6449145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6449149.500000 Penalty: 5198.909668
	Iteration 32Q: 3 clusters Score -6449150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6449153.500000 Penalty: 5198.909668
	Iteration 33Q: 3 clusters Score -6449154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6449153.000000 Penalty: 5198.909668
	Iteration 34Q: 3 clusters Score -6449153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6449153.000000 Penalty: 5198.909668
	Iteration 35Q: 3 clusters Score -6449153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6449154.000000 Penalty: 5198.909668
	Iteration 36Q: 3 clusters Score -6449154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6449154.000000 Penalty: 5198.909668
	Iteration 37F: 3 clusters Score -6449154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Entering Unmasked Estep 
Score: -1415316.250000 Penalty: 2215.319580
	Iteration 0F: 2 clusters Score -1415316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1409189.000000 Penalty: 4430.639160
	Iteration 0F: 3 clusters Score -1409189 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1410855.250000 Penalty: 4430.639160
	Iteration 1F: 3 clusters Score -1410855 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1411101.625000 Penalty: 4430.639160
	Iteration 2F: 3 clusters Score -1411102 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1411257.625000 Penalty: 4430.639160
	Iteration 3Q: 3 clusters Score -1411258 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1411389.875000 Penalty: 4430.639160
	Iteration 4Q: 3 clusters Score -1411390 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1411494.250000 Penalty: 4430.639160
	Iteration 5Q: 3 clusters Score -1411494 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1411580.625000 Penalty: 4430.639160
	Iteration 6Q: 3 clusters Score -1411581 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1411654.625000 Penalty: 4430.639160
	Iteration 7Q: 3 clusters Score -1411655 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1411732.375000 Penalty: 4430.639160
	Iteration 8Q: 3 clusters Score -1411732 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1411826.500000 Penalty: 4430.639160
	Iteration 9Q: 3 clusters Score -1411826 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1411931.000000 Penalty: 4430.639160
	Iteration 10Q: 3 clusters Score -1411931 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1412045.000000 Penalty: 4430.639160
	Iteration 11Q: 3 clusters Score -1412045 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1412149.500000 Penalty: 4430.639160
	Iteration 12Q: 3 clusters Score -1412150 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1412244.750000 Penalty: 4430.639160
	Iteration 13Q: 3 clusters Score -1412245 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1412345.125000 Penalty: 4430.639160
	Iteration 14Q: 3 clusters Score -1412345 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1412467.375000 Penalty: 4430.639160
	Iteration 15Q: 3 clusters Score -1412467 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1412589.750000 Penalty: 4430.639160
	Iteration 16Q: 3 clusters Score -1412590 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1412711.500000 Penalty: 4430.639160
	Iteration 17Q: 3 clusters Score -1412712 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1412815.500000 Penalty: 4430.639160
	Iteration 18Q: 3 clusters Score -1412816 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1412902.250000 Penalty: 4430.639160
	Iteration 19Q: 3 clusters Score -1412902 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1412976.125000 Penalty: 4430.639160
	Iteration 20F: 3 clusters Score -1412976 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1413037.625000 Penalty: 4430.639160
	Iteration 21Q: 3 clusters Score -1413038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1413076.250000 Penalty: 4430.639160
	Iteration 22Q: 3 clusters Score -1413076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1413106.375000 Penalty: 4430.639160
	Iteration 23Q: 3 clusters Score -1413106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1413123.500000 Penalty: 4430.639160
	Iteration 24Q: 3 clusters Score -1413124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1413147.125000 Penalty: 4430.639160
	Iteration 25Q: 3 clusters Score -1413147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1413173.750000 Penalty: 4430.639160
	Iteration 26Q: 3 clusters Score -1413174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1413198.750000 Penalty: 4430.639160
	Iteration 27Q: 3 clusters Score -1413199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1413223.875000 Penalty: 4430.639160
	Iteration 28Q: 3 clusters Score -1413224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1413247.250000 Penalty: 4430.639160
	Iteration 29Q: 3 clusters Score -1413247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1413259.125000 Penalty: 4430.639160
	Iteration 30Q: 3 clusters Score -1413259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1413271.375000 Penalty: 4430.639160
	Iteration 31Q: 3 clusters Score -1413271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1413287.375000 Penalty: 4430.639160
	Iteration 32Q: 3 clusters Score -1413287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1413299.625000 Penalty: 4430.639160
	Iteration 33Q: 3 clusters Score -1413300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1413303.500000 Penalty: 4430.639160
	Iteration 34Q: 3 clusters Score -1413304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1413310.250000 Penalty: 4430.639160
	Iteration 35Q: 3 clusters Score -1413310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1413313.875000 Penalty: 4430.639160
	Iteration 36Q: 3 clusters Score -1413314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1413316.750000 Penalty: 4430.639160
	Iteration 37Q: 3 clusters Score -1413317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1413328.500000 Penalty: 4430.639160
	Iteration 38Q: 3 clusters Score -1413328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1413333.375000 Penalty: 4430.639160
	Iteration 39Q: 3 clusters Score -1413333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1413336.750000 Penalty: 4430.639160
	Iteration 40F: 3 clusters Score -1413337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1413339.375000 Penalty: 4430.639160
	Iteration 41Q: 3 clusters Score -1413339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1413340.625000 Penalty: 4430.639160
	Iteration 42Q: 3 clusters Score -1413341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1413343.375000 Penalty: 4430.639160
	Iteration 43Q: 3 clusters Score -1413343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1413344.250000 Penalty: 4430.639160
	Iteration 44Q: 3 clusters Score -1413344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1413343.375000 Penalty: 4430.639160
	Iteration 45Q: 3 clusters Score -1413343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1413344.625000 Penalty: 4430.639160
	Iteration 46Q: 3 clusters Score -1413345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1413344.625000 Penalty: 4430.639160
	Iteration 47F: 3 clusters Score -1413345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Entering Unmasked Estep 
Score: -7756465.500000 Penalty: 2636.921875
	Iteration 0F: 2 clusters Score -7756466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -7728909.500000 Penalty: 5273.843750
	Iteration 0F: 3 clusters Score -7728910 nChanged 18939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -7739146.000000 Penalty: 5273.843750
	Iteration 1F: 3 clusters Score -7739146 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -7739680.000000 Penalty: 5273.843750
	Iteration 2Q: 3 clusters Score -7739680 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -7740168.500000 Penalty: 5273.843750
	Iteration 3Q: 3 clusters Score -7740168 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -7740630.000000 Penalty: 5273.843750
	Iteration 4Q: 3 clusters Score -7740630 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -7741126.000000 Penalty: 5273.843750
	Iteration 5Q: 3 clusters Score -7741126 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -7741805.500000 Penalty: 5273.843750
	Iteration 6Q: 3 clusters Score -7741806 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -7742642.000000 Penalty: 5273.843750
	Iteration 7Q: 3 clusters Score -7742642 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -7743983.000000 Penalty: 5273.843750
	Iteration 8Q: 3 clusters Score -7743983 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -7745652.500000 Penalty: 5273.843750
	Iteration 9F: 3 clusters Score -7745652 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -7747203.000000 Penalty: 5273.843750
	Iteration 10F: 3 clusters Score -7747203 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -7748392.500000 Penalty: 5273.843750
	Iteration 11Q: 3 clusters Score -7748392 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -7749214.500000 Penalty: 5273.843750
	Iteration 12Q: 3 clusters Score -7749214 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -7749936.500000 Penalty: 5273.843750
	Iteration 13Q: 3 clusters Score -7749936 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -7750782.000000 Penalty: 5273.843750
	Iteration 14Q: 3 clusters Score -7750782 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -7751601.500000 Penalty: 5273.843750
	Iteration 15Q: 3 clusters Score -7751602 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -7752353.000000 Penalty: 5273.843750
	Iteration 16Q: 3 clusters Score -7752353 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -7752875.000000 Penalty: 5273.843750
	Iteration 17Q: 3 clusters Score -7752875 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -7753219.000000 Penalty: 5273.843750
	Iteration 18Q: 3 clusters Score -7753219 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -7753399.500000 Penalty: 5273.843750
	Iteration 19Q: 3 clusters Score -7753400 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -7753552.500000 Penalty: 5273.843750
	Iteration 20F: 3 clusters Score -7753552 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -7753625.000000 Penalty: 5273.843750
	Iteration 21Q: 3 clusters Score -7753625 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -7753664.500000 Penalty: 5273.843750
	Iteration 22Q: 3 clusters Score -7753664 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -7753714.500000 Penalty: 5273.843750
	Iteration 23Q: 3 clusters Score -7753714 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -7753712.500000 Penalty: 5273.843750
	Iteration 24Q: 3 clusters Score -7753712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -7753726.500000 Penalty: 5273.843750
	Iteration 25Q: 3 clusters Score -7753726 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -7753719.000000 Penalty: 5273.843750
	Iteration 26Q: 3 clusters Score -7753719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -7753728.000000 Penalty: 5273.843750
	Iteration 27Q: 3 clusters Score -7753728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -7753743.500000 Penalty: 5273.843750
	Iteration 28Q: 3 clusters Score -7753744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -7753748.500000 Penalty: 5273.843750
	Iteration 29Q: 3 clusters Score -7753748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -7753746.000000 Penalty: 5273.843750
	Iteration 30Q: 3 clusters Score -7753746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -7753739.000000 Penalty: 5273.843750
	Iteration 31Q: 3 clusters Score -7753739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7753750.000000 Penalty: 5273.843750
	Iteration 32Q: 3 clusters Score -7753750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -7753756.500000 Penalty: 5273.843750
	Iteration 33Q: 3 clusters Score -7753756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7753753.500000 Penalty: 5273.843750
	Iteration 34Q: 3 clusters Score -7753754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -7753753.500000 Penalty: 5273.843750
	Iteration 35Q: 3 clusters Score -7753754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -7753757.500000 Penalty: 5273.843750
	Iteration 36Q: 3 clusters Score -7753758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -7753757.500000 Penalty: 5273.843750
	Iteration 37F: 3 clusters Score -7753758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -175366.546875 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -175366.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -173395.296875 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -173395.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -173690.921875 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -173690.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -173777.312500 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -173777.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -173817.812500 Penalty: 3458.877441
	Iteration 3Q: 3 clusters Score -173817.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -173848.203125 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -173848.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -173879.437500 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -173879.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -173902.921875 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -173902.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -173908.781250 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -173908.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -173915.125000 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -173915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -173917.421875 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -173917.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -173917.421875 Penalty: 3458.877441
	Iteration 10F: 3 clusters Score -173917.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Entering Unmasked Estep 
Score: -8442656.000000 Penalty: 2658.976807
	Iteration 0F: 2 clusters Score -8442656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -8413346.000000 Penalty: 5317.953613
	Iteration 0F: 3 clusters Score -8413346 nChanged 20942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -8424656.000000 Penalty: 5317.953613
	Iteration 1F: 3 clusters Score -8424656 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -8425164.000000 Penalty: 5317.953613
	Iteration 2Q: 3 clusters Score -8425164 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -8425638.000000 Penalty: 5317.953613
	Iteration 3Q: 3 clusters Score -8425638 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -8426226.000000 Penalty: 5317.953613
	Iteration 4Q: 3 clusters Score -8426226 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -8427111.000000 Penalty: 5317.953613
	Iteration 5Q: 3 clusters Score -8427111 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -8428560.000000 Penalty: 5317.953613
	Iteration 6F: 3 clusters Score -8428560 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -8430676.000000 Penalty: 5317.953613
	Iteration 7F: 3 clusters Score -8430676 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -8433171.000000 Penalty: 5317.953613
	Iteration 8F: 3 clusters Score -8433171 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -8435465.000000 Penalty: 5317.953613
	Iteration 9F: 3 clusters Score -8435465 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -8437255.000000 Penalty: 5317.953613
	Iteration 10F: 3 clusters Score -8437255 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -8438589.000000 Penalty: 5317.953613
	Iteration 11Q: 3 clusters Score -8438589 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8439409.000000 Penalty: 5317.953613
	Iteration 12Q: 3 clusters Score -8439409 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8439837.000000 Penalty: 5317.953613
	Iteration 13Q: 3 clusters Score -8439837 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8440056.000000 Penalty: 5317.953613
	Iteration 14Q: 3 clusters Score -8440056 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8440199.000000 Penalty: 5317.953613
	Iteration 15Q: 3 clusters Score -8440199 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8440263.000000 Penalty: 5317.953613
	Iteration 16Q: 3 clusters Score -8440263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8440310.000000 Penalty: 5317.953613
	Iteration 17Q: 3 clusters Score -8440310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8440355.000000 Penalty: 5317.953613
	Iteration 18Q: 3 clusters Score -8440355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8440377.000000 Penalty: 5317.953613
	Iteration 19Q: 3 clusters Score -8440377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8440397.000000 Penalty: 5317.953613
	Iteration 20F: 3 clusters Score -8440397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8440406.000000 Penalty: 5317.953613
	Iteration 21Q: 3 clusters Score -8440406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8440414.000000 Penalty: 5317.953613
	Iteration 22Q: 3 clusters Score -8440414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8440431.000000 Penalty: 5317.953613
	Iteration 23Q: 3 clusters Score -8440431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8440439.000000 Penalty: 5317.953613
	Iteration 24Q: 3 clusters Score -8440439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8440441.000000 Penalty: 5317.953613
	Iteration 25Q: 3 clusters Score -8440441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8440452.000000 Penalty: 5317.953613
	Iteration 26Q: 3 clusters Score -8440452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8440454.000000 Penalty: 5317.953613
	Iteration 27Q: 3 clusters Score -8440454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8440467.000000 Penalty: 5317.953613
	Iteration 28Q: 3 clusters Score -8440467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8440465.000000 Penalty: 5317.953613
	Iteration 29Q: 3 clusters Score -8440465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8440465.000000 Penalty: 5317.953613
	Iteration 30Q: 3 clusters Score -8440465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8440472.000000 Penalty: 5317.953613
	Iteration 31Q: 3 clusters Score -8440472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8440464.000000 Penalty: 5317.953613
	Iteration 32Q: 3 clusters Score -8440464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8440467.000000 Penalty: 5317.953613
	Iteration 33Q: 3 clusters Score -8440467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8440470.000000 Penalty: 5317.953613
	Iteration 34Q: 3 clusters Score -8440470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8440476.000000 Penalty: 5317.953613
	Iteration 35Q: 3 clusters Score -8440476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8440480.000000 Penalty: 5317.953613
	Iteration 36Q: 3 clusters Score -8440480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8440480.000000 Penalty: 5317.953613
	Iteration 37F: 3 clusters Score -8440480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -128248.062500 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -128248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -126557.984375 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -126558 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -126966.531250 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -126966.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -127211.632812 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -127211.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -127310.734375 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -127310.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -127353.609375 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -127353.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -127383.687500 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -127383.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -127391.703125 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -127391.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -127416.148438 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -127416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -127420.828125 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -127420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -127425.226562 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -127425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -127431.390625 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -127431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -127431.390625 Penalty: 3275.556152
	Iteration 11F: 3 clusters Score -127431.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -114776.343750 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -114776.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -113107.992188 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -113108 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113328.156250 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -113328.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -113380.835938 Penalty: 3216.379150
	Iteration 2Q: 3 clusters Score -113380.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113423.406250 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -113423.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113432.750000 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -113432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113436.812500 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -113436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113442.867188 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -113442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113453.585938 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -113453.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113476.414062 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -113476.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113494.484375 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -113494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -113502.625000 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -113502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113503.695312 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -113503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113503.695312 Penalty: 3216.379150
	Iteration 12F: 3 clusters Score -113503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Entering Unmasked Estep 
Score: -8375131.500000 Penalty: 2658.806885
	Iteration 0F: 2 clusters Score -8375132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -8344830.000000 Penalty: 5317.613770
	Iteration 0F: 3 clusters Score -8344830 nChanged 20720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -8356251.000000 Penalty: 5317.613770
	Iteration 1F: 3 clusters Score -8356251 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -8356789.000000 Penalty: 5317.613770
	Iteration 2Q: 3 clusters Score -8356789 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -8357418.000000 Penalty: 5317.613770
	Iteration 3Q: 3 clusters Score -8357418 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -8358234.000000 Penalty: 5317.613770
	Iteration 4Q: 3 clusters Score -8358234 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -8359262.500000 Penalty: 5317.613770
	Iteration 5Q: 3 clusters Score -8359262 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -8360469.000000 Penalty: 5317.613770
	Iteration 6Q: 3 clusters Score -8360469 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -8361825.000000 Penalty: 5317.613770
	Iteration 7Q: 3 clusters Score -8361825 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -8363172.000000 Penalty: 5317.613770
	Iteration 8F: 3 clusters Score -8363172 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -8364545.500000 Penalty: 5317.613770
	Iteration 9F: 3 clusters Score -8364546 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -8365777.000000 Penalty: 5317.613770
	Iteration 10F: 3 clusters Score -8365777 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -8366773.000000 Penalty: 5317.613770
	Iteration 11Q: 3 clusters Score -8366773 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -8367594.500000 Penalty: 5317.613770
	Iteration 12Q: 3 clusters Score -8367594 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -8368096.000000 Penalty: 5317.613770
	Iteration 13Q: 3 clusters Score -8368096 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -8368510.000000 Penalty: 5317.613770
	Iteration 14Q: 3 clusters Score -8368510 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -8368781.000000 Penalty: 5317.613770
	Iteration 15Q: 3 clusters Score -8368781 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -8369019.000000 Penalty: 5317.613770
	Iteration 16Q: 3 clusters Score -8369019 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -8369217.500000 Penalty: 5317.613770
	Iteration 17Q: 3 clusters Score -8369218 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -8369453.000000 Penalty: 5317.613770
	Iteration 18Q: 3 clusters Score -8369453 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -8369711.500000 Penalty: 5317.613770
	Iteration 19Q: 3 clusters Score -8369712 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -8369945.500000 Penalty: 5317.613770
	Iteration 20F: 3 clusters Score -8369946 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -8370213.500000 Penalty: 5317.613770
	Iteration 21Q: 3 clusters Score -8370214 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -8370537.000000 Penalty: 5317.613770
	Iteration 22Q: 3 clusters Score -8370537 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -8370883.000000 Penalty: 5317.613770
	Iteration 23Q: 3 clusters Score -8370883 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -8371194.000000 Penalty: 5317.613770
	Iteration 24Q: 3 clusters Score -8371194 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -8371478.000000 Penalty: 5317.613770
	Iteration 25Q: 3 clusters Score -8371478 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -8371709.500000 Penalty: 5317.613770
	Iteration 26Q: 3 clusters Score -8371710 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -8371878.500000 Penalty: 5317.613770
	Iteration 27Q: 3 clusters Score -8371878 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -8372001.500000 Penalty: 5317.613770
	Iteration 28Q: 3 clusters Score -8372002 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -8372121.000000 Penalty: 5317.613770
	Iteration 29Q: 3 clusters Score -8372121 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -8372219.500000 Penalty: 5317.613770
	Iteration 30Q: 3 clusters Score -8372220 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -8372288.500000 Penalty: 5317.613770
	Iteration 31Q: 3 clusters Score -8372288 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -8372386.000000 Penalty: 5317.613770
	Iteration 32Q: 3 clusters Score -8372386 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -8372453.000000 Penalty: 5317.613770
	Iteration 33Q: 3 clusters Score -8372453 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -8372523.500000 Penalty: 5317.613770
	Iteration 34Q: 3 clusters Score -8372524 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -8372642.000000 Penalty: 5317.613770
	Iteration 35Q: 3 clusters Score -8372642 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -8372703.000000 Penalty: 5317.613770
	Iteration 36Q: 3 clusters Score -8372703 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -8372799.500000 Penalty: 5317.613770
	Iteration 37Q: 3 clusters Score -8372800 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -8372813.500000 Penalty: 5317.613770
	Iteration 38Q: 3 clusters Score -8372814 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -8372889.500000 Penalty: 5317.613770
	Iteration 39Q: 3 clusters Score -8372890 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -8372978.500000 Penalty: 5317.613770
	Iteration 40F: 3 clusters Score -8372978 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -8373032.500000 Penalty: 5317.613770
	Iteration 41Q: 3 clusters Score -8373032 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -8373110.000000 Penalty: 5317.613770
	Iteration 42Q: 3 clusters Score -8373110 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -8373227.000000 Penalty: 5317.613770
	Iteration 43Q: 3 clusters Score -8373227 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -8373290.500000 Penalty: 5317.613770
	Iteration 44Q: 3 clusters Score -8373290 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -8373374.500000 Penalty: 5317.613770
	Iteration 45Q: 3 clusters Score -8373374 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -8373450.000000 Penalty: 5317.613770
	Iteration 46Q: 3 clusters Score -8373450 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -8373480.000000 Penalty: 5317.613770
	Iteration 47Q: 3 clusters Score -8373480 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -8373509.000000 Penalty: 5317.613770
	Iteration 48Q: 3 clusters Score -8373509 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -8373559.500000 Penalty: 5317.613770
	Iteration 49Q: 3 clusters Score -8373560 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -8373584.500000 Penalty: 5317.613770
	Iteration 50Q: 3 clusters Score -8373584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -8373613.000000 Penalty: 5317.613770
	Iteration 51Q: 3 clusters Score -8373613 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -8373652.500000 Penalty: 5317.613770
	Iteration 52Q: 3 clusters Score -8373652 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -8373662.000000 Penalty: 5317.613770
	Iteration 53Q: 3 clusters Score -8373662 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -8373681.500000 Penalty: 5317.613770
	Iteration 54Q: 3 clusters Score -8373682 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -8373694.000000 Penalty: 5317.613770
	Iteration 55Q: 3 clusters Score -8373694 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -8373718.500000 Penalty: 5317.613770
	Iteration 56Q: 3 clusters Score -8373718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -8373733.000000 Penalty: 5317.613770
	Iteration 57Q: 3 clusters Score -8373733 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -8373728.500000 Penalty: 5317.613770
	Iteration 58Q: 3 clusters Score -8373728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -8373759.000000 Penalty: 5317.613770
	Iteration 59Q: 3 clusters Score -8373759 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -8373771.000000 Penalty: 5317.613770
	Iteration 60F: 3 clusters Score -8373771 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -8373802.000000 Penalty: 5317.613770
	Iteration 61Q: 3 clusters Score -8373802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -8373817.000000 Penalty: 5317.613770
	Iteration 62Q: 3 clusters Score -8373817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -8373830.000000 Penalty: 5317.613770
	Iteration 63Q: 3 clusters Score -8373830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -8373863.000000 Penalty: 5317.613770
	Iteration 64Q: 3 clusters Score -8373863 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -8373870.000000 Penalty: 5317.613770
	Iteration 65Q: 3 clusters Score -8373870 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -8373866.000000 Penalty: 5317.613770
	Iteration 66Q: 3 clusters Score -8373866 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -8373872.000000 Penalty: 5317.613770
	Iteration 67Q: 3 clusters Score -8373872 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -8373884.000000 Penalty: 5317.613770
	Iteration 68Q: 3 clusters Score -8373884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -8373888.500000 Penalty: 5317.613770
	Iteration 69Q: 3 clusters Score -8373888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -8373912.500000 Penalty: 5317.613770
	Iteration 70Q: 3 clusters Score -8373912 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -8373899.000000 Penalty: 5317.613770
	Iteration 71Q: 3 clusters Score -8373899 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -8373930.000000 Penalty: 5317.613770
	Iteration 72Q: 3 clusters Score -8373930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -8373932.500000 Penalty: 5317.613770
	Iteration 73Q: 3 clusters Score -8373932 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -8373958.500000 Penalty: 5317.613770
	Iteration 74Q: 3 clusters Score -8373958 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -8373986.500000 Penalty: 5317.613770
	Iteration 75Q: 3 clusters Score -8373986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -8374017.000000 Penalty: 5317.613770
	Iteration 76Q: 3 clusters Score -8374017 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -8374019.000000 Penalty: 5317.613770
	Iteration 77Q: 3 clusters Score -8374019 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -8374016.500000 Penalty: 5317.613770
	Iteration 78Q: 3 clusters Score -8374016 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -8374018.000000 Penalty: 5317.613770
	Iteration 79Q: 3 clusters Score -8374018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -8374023.500000 Penalty: 5317.613770
	Iteration 80F: 3 clusters Score -8374024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -8374035.000000 Penalty: 5317.613770
	Iteration 81Q: 3 clusters Score -8374035 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -8374050.000000 Penalty: 5317.613770
	Iteration 82Q: 3 clusters Score -8374050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -8374054.000000 Penalty: 5317.613770
	Iteration 83Q: 3 clusters Score -8374054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -8374088.500000 Penalty: 5317.613770
	Iteration 84Q: 3 clusters Score -8374088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -8374079.000000 Penalty: 5317.613770
	Iteration 85Q: 3 clusters Score -8374079 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -8374094.000000 Penalty: 5317.613770
	Iteration 86Q: 3 clusters Score -8374094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -8374083.500000 Penalty: 5317.613770
	Iteration 87Q: 3 clusters Score -8374084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -8374099.000000 Penalty: 5317.613770
	Iteration 88Q: 3 clusters Score -8374099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -8374086.500000 Penalty: 5317.613770
	Iteration 89Q: 3 clusters Score -8374086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -8374092.500000 Penalty: 5317.613770
	Iteration 90Q: 3 clusters Score -8374092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -8374089.500000 Penalty: 5317.613770
	Iteration 91Q: 3 clusters Score -8374090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -8374091.000000 Penalty: 5317.613770
	Iteration 92Q: 3 clusters Score -8374091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -8374089.500000 Penalty: 5317.613770
	Iteration 93Q: 3 clusters Score -8374090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -8374095.000000 Penalty: 5317.613770
	Iteration 94Q: 3 clusters Score -8374095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -8374112.500000 Penalty: 5317.613770
	Iteration 95Q: 3 clusters Score -8374112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -8374122.500000 Penalty: 5317.613770
	Iteration 96Q: 3 clusters Score -8374122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -8374117.500000 Penalty: 5317.613770
	Iteration 97Q: 3 clusters Score -8374118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -8374115.000000 Penalty: 5317.613770
	Iteration 98Q: 3 clusters Score -8374115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -8374117.000000 Penalty: 5317.613770
	Iteration 99Q: 3 clusters Score -8374117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -8374118.000000 Penalty: 5317.613770
	Iteration 100F: 3 clusters Score -8374118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -8374120.500000 Penalty: 5317.613770
	Iteration 101Q: 3 clusters Score -8374120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -8374119.000000 Penalty: 5317.613770
	Iteration 102Q: 3 clusters Score -8374119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -8374122.500000 Penalty: 5317.613770
	Iteration 103Q: 3 clusters Score -8374122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -8374125.000000 Penalty: 5317.613770
	Iteration 104Q: 3 clusters Score -8374125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -8374125.000000 Penalty: 5317.613770
	Iteration 105F: 3 clusters Score -8374125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Entering Unmasked Estep 
Score: -1123529.125000 Penalty: 2160.192871
	Iteration 0F: 2 clusters Score -1123529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1118362.125000 Penalty: 4320.385742
	Iteration 0F: 3 clusters Score -1118362 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1119623.125000 Penalty: 4320.385742
	Iteration 1F: 3 clusters Score -1119623 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1119830.625000 Penalty: 4320.385742
	Iteration 2F: 3 clusters Score -1119831 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1119960.000000 Penalty: 4320.385742
	Iteration 3Q: 3 clusters Score -1119960 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1120033.375000 Penalty: 4320.385742
	Iteration 4Q: 3 clusters Score -1120033 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1120095.000000 Penalty: 4320.385742
	Iteration 5Q: 3 clusters Score -1120095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1120129.375000 Penalty: 4320.385742
	Iteration 6Q: 3 clusters Score -1120129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1120156.625000 Penalty: 4320.385742
	Iteration 7Q: 3 clusters Score -1120157 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1120177.000000 Penalty: 4320.385742
	Iteration 8Q: 3 clusters Score -1120177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1120195.750000 Penalty: 4320.385742
	Iteration 9Q: 3 clusters Score -1120196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1120211.500000 Penalty: 4320.385742
	Iteration 10Q: 3 clusters Score -1120212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1120225.000000 Penalty: 4320.385742
	Iteration 11Q: 3 clusters Score -1120225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1120238.000000 Penalty: 4320.385742
	Iteration 12Q: 3 clusters Score -1120238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1120247.250000 Penalty: 4320.385742
	Iteration 13Q: 3 clusters Score -1120247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1120254.500000 Penalty: 4320.385742
	Iteration 14Q: 3 clusters Score -1120254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1120263.250000 Penalty: 4320.385742
	Iteration 15Q: 3 clusters Score -1120263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1120265.375000 Penalty: 4320.385742
	Iteration 16Q: 3 clusters Score -1120265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1120272.125000 Penalty: 4320.385742
	Iteration 17Q: 3 clusters Score -1120272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1120273.750000 Penalty: 4320.385742
	Iteration 18Q: 3 clusters Score -1120274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1120275.500000 Penalty: 4320.385742
	Iteration 19Q: 3 clusters Score -1120276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1120277.750000 Penalty: 4320.385742
	Iteration 20F: 3 clusters Score -1120278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1120281.375000 Penalty: 4320.385742
	Iteration 21Q: 3 clusters Score -1120281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1120282.750000 Penalty: 4320.385742
	Iteration 22Q: 3 clusters Score -1120283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1120282.875000 Penalty: 4320.385742
	Iteration 23Q: 3 clusters Score -1120283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1120286.625000 Penalty: 4320.385742
	Iteration 24Q: 3 clusters Score -1120287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1120285.375000 Penalty: 4320.385742
	Iteration 25Q: 3 clusters Score -1120285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1120286.125000 Penalty: 4320.385742
	Iteration 26Q: 3 clusters Score -1120286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1120287.125000 Penalty: 4320.385742
	Iteration 27Q: 3 clusters Score -1120287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1120288.500000 Penalty: 4320.385742
	Iteration 28Q: 3 clusters Score -1120288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1120287.250000 Penalty: 4320.385742
	Iteration 29Q: 3 clusters Score -1120287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1120290.625000 Penalty: 4320.385742
	Iteration 30Q: 3 clusters Score -1120291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1120290.625000 Penalty: 4320.385742
	Iteration 31F: 3 clusters Score -1120291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -329709.718750 Penalty: 1873.345093
	Iteration 0F: 2 clusters Score -329709.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -327173.406250 Penalty: 3746.690186
	Iteration 0F: 3 clusters Score -327173.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -327638.500000 Penalty: 3746.690186
	Iteration 1F: 3 clusters Score -327638.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -327785.031250 Penalty: 3746.690186
	Iteration 2F: 3 clusters Score -327785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -327846.156250 Penalty: 3746.690186
	Iteration 3Q: 3 clusters Score -327846.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -327893.843750 Penalty: 3746.690186
	Iteration 4Q: 3 clusters Score -327893.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -327926.937500 Penalty: 3746.690186
	Iteration 5Q: 3 clusters Score -327926.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -327952.937500 Penalty: 3746.690186
	Iteration 6Q: 3 clusters Score -327952.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -327981.687500 Penalty: 3746.690186
	Iteration 7Q: 3 clusters Score -327981.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -328002.343750 Penalty: 3746.690186
	Iteration 8Q: 3 clusters Score -328002.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -328021.562500 Penalty: 3746.690186
	Iteration 9Q: 3 clusters Score -328021.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -328035.781250 Penalty: 3746.690186
	Iteration 10Q: 3 clusters Score -328035.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -328048.906250 Penalty: 3746.690186
	Iteration 11Q: 3 clusters Score -328048.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -328068.906250 Penalty: 3746.690186
	Iteration 12Q: 3 clusters Score -328068.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -328094.500000 Penalty: 3746.690186
	Iteration 13Q: 3 clusters Score -328094.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -328113.531250 Penalty: 3746.690186
	Iteration 14Q: 3 clusters Score -328113.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -328134.375000 Penalty: 3746.690186
	Iteration 15Q: 3 clusters Score -328134.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -328149.281250 Penalty: 3746.690186
	Iteration 16Q: 3 clusters Score -328149.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -328163.156250 Penalty: 3746.690186
	Iteration 17Q: 3 clusters Score -328163.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -328173.250000 Penalty: 3746.690186
	Iteration 18Q: 3 clusters Score -328173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -328180.906250 Penalty: 3746.690186
	Iteration 19Q: 3 clusters Score -328180.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -328186.718750 Penalty: 3746.690186
	Iteration 20F: 3 clusters Score -328186.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -328194.093750 Penalty: 3746.690186
	Iteration 21Q: 3 clusters Score -328194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -328200.593750 Penalty: 3746.690186
	Iteration 22Q: 3 clusters Score -328200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -328204.531250 Penalty: 3746.690186
	Iteration 23Q: 3 clusters Score -328204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -328206.906250 Penalty: 3746.690186
	Iteration 24Q: 3 clusters Score -328206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -328209.531250 Penalty: 3746.690186
	Iteration 25Q: 3 clusters Score -328209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -328212.843750 Penalty: 3746.690186
	Iteration 26Q: 3 clusters Score -328212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -328213.750000 Penalty: 3746.690186
	Iteration 27Q: 3 clusters Score -328213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -328215.156250 Penalty: 3746.690186
	Iteration 28Q: 3 clusters Score -328215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -328216.250000 Penalty: 3746.690186
	Iteration 29Q: 3 clusters Score -328216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -328217.625000 Penalty: 3746.690186
	Iteration 30Q: 3 clusters Score -328217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -328219.750000 Penalty: 3746.690186
	Iteration 31Q: 3 clusters Score -328219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -328223.406250 Penalty: 3746.690186
	Iteration 32Q: 3 clusters Score -328223.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -328223.750000 Penalty: 3746.690186
	Iteration 33Q: 3 clusters Score -328223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -328223.750000 Penalty: 3746.690186
	Iteration 34F: 3 clusters Score -328223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -70177.640625 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -70177.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68705.828125 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68705.83 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69003.437500 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -69003.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69141.898438 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -69141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69199.734375 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -69199.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69258.179688 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -69258.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69307.640625 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -69307.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69316.671875 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -69316.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69335.601562 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -69335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69344.304688 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -69344.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69344.304688 Penalty: 3102.852051
	Iteration 9F: 3 clusters Score -69344.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -64578.527344 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -64578.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63091.007812 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -63091.01 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63528.984375 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -63528.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63744.464844 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -63744.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63951.636719 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -63951.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64079.449219 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -64079.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64141.414062 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -64141.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64162.812500 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -64162.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64163.648438 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -64163.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64176.070312 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -64176.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64177.796875 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -64177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64178.773438 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -64178.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64178.773438 Penalty: 3152.629395
	Iteration 11F: 3 clusters Score -64178.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Entering Unmasked Estep 
Score: -8413463.000000 Penalty: 2657.136963
	Iteration 0F: 2 clusters Score -8413463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -8383988.000000 Penalty: 5314.273926
	Iteration 0F: 3 clusters Score -8383988 nChanged 20856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -8395522.000000 Penalty: 5314.273926
	Iteration 1F: 3 clusters Score -8395522 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -8396107.000000 Penalty: 5314.273926
	Iteration 2Q: 3 clusters Score -8396107 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -8396822.000000 Penalty: 5314.273926
	Iteration 3Q: 3 clusters Score -8396822 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -8397695.000000 Penalty: 5314.273926
	Iteration 4Q: 3 clusters Score -8397695 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -8398685.000000 Penalty: 5314.273926
	Iteration 5F: 3 clusters Score -8398685 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -8399912.000000 Penalty: 5314.273926
	Iteration 6F: 3 clusters Score -8399912 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -8401608.000000 Penalty: 5314.273926
	Iteration 7F: 3 clusters Score -8401608 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -8403663.000000 Penalty: 5314.273926
	Iteration 8F: 3 clusters Score -8403663 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -8405708.000000 Penalty: 5314.273926
	Iteration 9F: 3 clusters Score -8405708 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -8407497.000000 Penalty: 5314.273926
	Iteration 10F: 3 clusters Score -8407497 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8408834.000000 Penalty: 5314.273926
	Iteration 11Q: 3 clusters Score -8408834 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8409748.000000 Penalty: 5314.273926
	Iteration 12Q: 3 clusters Score -8409748 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8410391.000000 Penalty: 5314.273926
	Iteration 13Q: 3 clusters Score -8410391 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8410707.000000 Penalty: 5314.273926
	Iteration 14Q: 3 clusters Score -8410707 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8410920.000000 Penalty: 5314.273926
	Iteration 15Q: 3 clusters Score -8410920 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8411047.000000 Penalty: 5314.273926
	Iteration 16Q: 3 clusters Score -8411047 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8411103.000000 Penalty: 5314.273926
	Iteration 17Q: 3 clusters Score -8411103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8411135.000000 Penalty: 5314.273926
	Iteration 18Q: 3 clusters Score -8411135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8411163.000000 Penalty: 5314.273926
	Iteration 19Q: 3 clusters Score -8411163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8411172.000000 Penalty: 5314.273926
	Iteration 20F: 3 clusters Score -8411172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8411167.000000 Penalty: 5314.273926
	Iteration 21Q: 3 clusters Score -8411167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8411180.000000 Penalty: 5314.273926
	Iteration 22Q: 3 clusters Score -8411180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8411184.000000 Penalty: 5314.273926
	Iteration 23Q: 3 clusters Score -8411184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8411187.000000 Penalty: 5314.273926
	Iteration 24Q: 3 clusters Score -8411187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8411189.000000 Penalty: 5314.273926
	Iteration 25Q: 3 clusters Score -8411189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8411188.000000 Penalty: 5314.273926
	Iteration 26Q: 3 clusters Score -8411188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8411198.000000 Penalty: 5314.273926
	Iteration 27Q: 3 clusters Score -8411198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8411205.000000 Penalty: 5314.273926
	Iteration 28Q: 3 clusters Score -8411205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8411205.000000 Penalty: 5314.273926
	Iteration 29Q: 3 clusters Score -8411205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8411209.000000 Penalty: 5314.273926
	Iteration 30Q: 3 clusters Score -8411209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8411210.000000 Penalty: 5314.273926
	Iteration 31Q: 3 clusters Score -8411210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8411222.000000 Penalty: 5314.273926
	Iteration 32Q: 3 clusters Score -8411222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8411218.000000 Penalty: 5314.273926
	Iteration 33Q: 3 clusters Score -8411218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8411216.000000 Penalty: 5314.273926
	Iteration 34Q: 3 clusters Score -8411216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8411218.000000 Penalty: 5314.273926
	Iteration 35Q: 3 clusters Score -8411218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8411218.000000 Penalty: 5314.273926
	Iteration 36F: 3 clusters Score -8411218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Entering Unmasked Estep 
Score: -1120389.875000 Penalty: 2159.906494
	Iteration 0F: 2 clusters Score -1120390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1115220.000000 Penalty: 4319.812988
	Iteration 0F: 3 clusters Score -1115220 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1116536.125000 Penalty: 4319.812988
	Iteration 1F: 3 clusters Score -1116536 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1116826.375000 Penalty: 4319.812988
	Iteration 2F: 3 clusters Score -1116826 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1117051.875000 Penalty: 4319.812988
	Iteration 3F: 3 clusters Score -1117052 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1117242.375000 Penalty: 4319.812988
	Iteration 4Q: 3 clusters Score -1117242 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1117436.000000 Penalty: 4319.812988
	Iteration 5Q: 3 clusters Score -1117436 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1117654.750000 Penalty: 4319.812988
	Iteration 6Q: 3 clusters Score -1117655 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1117906.875000 Penalty: 4319.812988
	Iteration 7F: 3 clusters Score -1117907 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1118161.375000 Penalty: 4319.812988
	Iteration 8F: 3 clusters Score -1118161 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1118443.125000 Penalty: 4319.812988
	Iteration 9F: 3 clusters Score -1118443 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1118691.500000 Penalty: 4319.812988
	Iteration 10Q: 3 clusters Score -1118692 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1118833.250000 Penalty: 4319.812988
	Iteration 11Q: 3 clusters Score -1118833 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1118913.125000 Penalty: 4319.812988
	Iteration 12Q: 3 clusters Score -1118913 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1118960.375000 Penalty: 4319.812988
	Iteration 13Q: 3 clusters Score -1118960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1118990.000000 Penalty: 4319.812988
	Iteration 14Q: 3 clusters Score -1118990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1119010.250000 Penalty: 4319.812988
	Iteration 15Q: 3 clusters Score -1119010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1119026.125000 Penalty: 4319.812988
	Iteration 16Q: 3 clusters Score -1119026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1119031.750000 Penalty: 4319.812988
	Iteration 17Q: 3 clusters Score -1119032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1119036.625000 Penalty: 4319.812988
	Iteration 18Q: 3 clusters Score -1119037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1119039.750000 Penalty: 4319.812988
	Iteration 19Q: 3 clusters Score -1119040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1119039.750000 Penalty: 4319.812988
	Iteration 20F: 3 clusters Score -1119040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1119042.250000 Penalty: 4319.812988
	Iteration 21Q: 3 clusters Score -1119042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1119043.000000 Penalty: 4319.812988
	Iteration 22Q: 3 clusters Score -1119043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1119041.750000 Penalty: 4319.812988
	Iteration 23Q: 3 clusters Score -1119042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1119041.750000 Penalty: 4319.812988
	Iteration 24F: 3 clusters Score -1119042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Entering Unmasked Estep 
Score: -8499808.000000 Penalty: 2662.847412
	Iteration 0F: 2 clusters Score -8499808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -8469179.000000 Penalty: 5325.694824
	Iteration 0F: 3 clusters Score -8469179 nChanged 21060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -8480652.000000 Penalty: 5325.694824
	Iteration 1F: 3 clusters Score -8480652 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -8481208.000000 Penalty: 5325.694824
	Iteration 2Q: 3 clusters Score -8481208 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -8481899.000000 Penalty: 5325.694824
	Iteration 3Q: 3 clusters Score -8481899 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -8483049.000000 Penalty: 5325.694824
	Iteration 4F: 3 clusters Score -8483049 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -8484743.000000 Penalty: 5325.694824
	Iteration 5F: 3 clusters Score -8484743 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -8487471.000000 Penalty: 5325.694824
	Iteration 6F: 3 clusters Score -8487471 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -8491131.000000 Penalty: 5325.694824
	Iteration 7F: 3 clusters Score -8491131 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -8494308.000000 Penalty: 5325.694824
	Iteration 8F: 3 clusters Score -8494308 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8496222.000000 Penalty: 5325.694824
	Iteration 9Q: 3 clusters Score -8496222 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8496969.000000 Penalty: 5325.694824
	Iteration 10Q: 3 clusters Score -8496969 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8497183.000000 Penalty: 5325.694824
	Iteration 11Q: 3 clusters Score -8497183 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8497280.000000 Penalty: 5325.694824
	Iteration 12Q: 3 clusters Score -8497280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8497348.000000 Penalty: 5325.694824
	Iteration 13Q: 3 clusters Score -8497348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8497375.000000 Penalty: 5325.694824
	Iteration 14Q: 3 clusters Score -8497375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8497395.000000 Penalty: 5325.694824
	Iteration 15Q: 3 clusters Score -8497395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8497400.000000 Penalty: 5325.694824
	Iteration 16Q: 3 clusters Score -8497400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8497410.000000 Penalty: 5325.694824
	Iteration 17Q: 3 clusters Score -8497410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8497414.000000 Penalty: 5325.694824
	Iteration 18Q: 3 clusters Score -8497414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8497422.000000 Penalty: 5325.694824
	Iteration 19Q: 3 clusters Score -8497422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8497428.000000 Penalty: 5325.694824
	Iteration 20F: 3 clusters Score -8497428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8497430.000000 Penalty: 5325.694824
	Iteration 21Q: 3 clusters Score -8497430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8497431.000000 Penalty: 5325.694824
	Iteration 22Q: 3 clusters Score -8497431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8497431.000000 Penalty: 5325.694824
	Iteration 23F: 3 clusters Score -8497431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -98865.171875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -98865.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97318.789062 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -97318.79 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97668.796875 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -97668.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97796.000000 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -97796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97890.273438 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -97890.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97945.367188 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -97945.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97981.914062 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -97981.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98007.976562 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -98007.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -98026.734375 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -98026.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98046.406250 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -98046.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98061.679688 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -98061.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98063.265625 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -98063.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98064.960938 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -98064.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98068.242188 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -98068.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98068.242188 Penalty: 3227.609619
	Iteration 13F: 3 clusters Score -98068.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -28125.611328 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -28125.61 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 175 members 
Entering Unmasked Estep 
Score: -26953.128906 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -26953.13 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27166.330078 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -27166.33 nChanged 28
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: -27295.314453 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -27295.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27378.232422 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -27378.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27410.759766 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -27410.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27447.605469 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -27447.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27534.337891 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -27534.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27564.910156 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -27564.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27571.478516 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -27571.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27574.521484 Penalty: 2909.768066
	Iteration 9Q: 3 clusters Score -27574.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27574.525391 Penalty: 2909.768066
	Iteration 10F: 3 clusters Score -27574.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27582.056641 Penalty: 2909.768066
	Iteration 11Q: 3 clusters Score -27582.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27589.658203 Penalty: 2909.768066
	Iteration 12Q: 3 clusters Score -27589.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27617.453125 Penalty: 2909.768066
	Iteration 13Q: 3 clusters Score -27617.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27631.525391 Penalty: 2909.768066
	Iteration 14Q: 3 clusters Score -27631.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27692.287109 Penalty: 2909.768066
	Iteration 15Q: 3 clusters Score -27692.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27717.025391 Penalty: 2909.768066
	Iteration 16Q: 3 clusters Score -27717.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27728.380859 Penalty: 2909.768066
	Iteration 17Q: 3 clusters Score -27728.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27735.900391 Penalty: 2909.768066
	Iteration 18Q: 3 clusters Score -27735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27738.582031 Penalty: 2909.768066
	Iteration 19Q: 3 clusters Score -27738.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27738.582031 Penalty: 2909.768066
	Iteration 20F: 3 clusters Score -27738.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Entering Unmasked Estep 
Score: -8447308.000000 Penalty: 2658.971191
	Iteration 0F: 2 clusters Score -8447308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -8417309.000000 Penalty: 5317.942383
	Iteration 0F: 3 clusters Score -8417309 nChanged 20916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -8428947.000000 Penalty: 5317.942383
	Iteration 1F: 3 clusters Score -8428947 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -8429668.000000 Penalty: 5317.942383
	Iteration 2Q: 3 clusters Score -8429668 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -8430385.000000 Penalty: 5317.942383
	Iteration 3Q: 3 clusters Score -8430385 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -8431331.000000 Penalty: 5317.942383
	Iteration 4Q: 3 clusters Score -8431331 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -8432487.000000 Penalty: 5317.942383
	Iteration 5F: 3 clusters Score -8432487 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -8433995.000000 Penalty: 5317.942383
	Iteration 6F: 3 clusters Score -8433995 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -8436025.000000 Penalty: 5317.942383
	Iteration 7F: 3 clusters Score -8436025 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -8438187.000000 Penalty: 5317.942383
	Iteration 8F: 3 clusters Score -8438187 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -8439989.000000 Penalty: 5317.942383
	Iteration 9Q: 3 clusters Score -8439989 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -8441046.000000 Penalty: 5317.942383
	Iteration 10Q: 3 clusters Score -8441046 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -8441674.000000 Penalty: 5317.942383
	Iteration 11Q: 3 clusters Score -8441674 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -8442050.000000 Penalty: 5317.942383
	Iteration 12Q: 3 clusters Score -8442050 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -8442375.000000 Penalty: 5317.942383
	Iteration 13Q: 3 clusters Score -8442375 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -8442630.000000 Penalty: 5317.942383
	Iteration 14Q: 3 clusters Score -8442630 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -8442882.000000 Penalty: 5317.942383
	Iteration 15Q: 3 clusters Score -8442882 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -8443119.000000 Penalty: 5317.942383
	Iteration 16Q: 3 clusters Score -8443119 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -8443341.000000 Penalty: 5317.942383
	Iteration 17Q: 3 clusters Score -8443341 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -8443536.000000 Penalty: 5317.942383
	Iteration 18Q: 3 clusters Score -8443536 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -8443770.000000 Penalty: 5317.942383
	Iteration 19Q: 3 clusters Score -8443770 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -8443991.000000 Penalty: 5317.942383
	Iteration 20F: 3 clusters Score -8443991 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -8444158.000000 Penalty: 5317.942383
	Iteration 21Q: 3 clusters Score -8444158 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -8444282.000000 Penalty: 5317.942383
	Iteration 22Q: 3 clusters Score -8444282 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -8444394.000000 Penalty: 5317.942383
	Iteration 23Q: 3 clusters Score -8444394 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -8444494.000000 Penalty: 5317.942383
	Iteration 24Q: 3 clusters Score -8444494 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -8444598.000000 Penalty: 5317.942383
	Iteration 25Q: 3 clusters Score -8444598 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -8444693.000000 Penalty: 5317.942383
	Iteration 26Q: 3 clusters Score -8444693 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -8444774.000000 Penalty: 5317.942383
	Iteration 27Q: 3 clusters Score -8444774 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -8444838.000000 Penalty: 5317.942383
	Iteration 28Q: 3 clusters Score -8444838 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -8444890.000000 Penalty: 5317.942383
	Iteration 29Q: 3 clusters Score -8444890 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8444920.000000 Penalty: 5317.942383
	Iteration 30Q: 3 clusters Score -8444920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -8444942.000000 Penalty: 5317.942383
	Iteration 31Q: 3 clusters Score -8444942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -8444961.000000 Penalty: 5317.942383
	Iteration 32Q: 3 clusters Score -8444961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -8444972.000000 Penalty: 5317.942383
	Iteration 33Q: 3 clusters Score -8444972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8444984.000000 Penalty: 5317.942383
	Iteration 34Q: 3 clusters Score -8444984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8445020.000000 Penalty: 5317.942383
	Iteration 35Q: 3 clusters Score -8445020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -8445048.000000 Penalty: 5317.942383
	Iteration 36Q: 3 clusters Score -8445048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8445072.000000 Penalty: 5317.942383
	Iteration 37Q: 3 clusters Score -8445072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -8445088.000000 Penalty: 5317.942383
	Iteration 38Q: 3 clusters Score -8445088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -8445091.000000 Penalty: 5317.942383
	Iteration 39Q: 3 clusters Score -8445091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -8445097.000000 Penalty: 5317.942383
	Iteration 40F: 3 clusters Score -8445097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8445108.000000 Penalty: 5317.942383
	Iteration 41Q: 3 clusters Score -8445108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -8445121.000000 Penalty: 5317.942383
	Iteration 42Q: 3 clusters Score -8445121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8445128.000000 Penalty: 5317.942383
	Iteration 43Q: 3 clusters Score -8445128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -8445134.000000 Penalty: 5317.942383
	Iteration 44Q: 3 clusters Score -8445134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -8445147.000000 Penalty: 5317.942383
	Iteration 45Q: 3 clusters Score -8445147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8445147.000000 Penalty: 5317.942383
	Iteration 46Q: 3 clusters Score -8445147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8445156.000000 Penalty: 5317.942383
	Iteration 47Q: 3 clusters Score -8445156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -8445169.000000 Penalty: 5317.942383
	Iteration 48Q: 3 clusters Score -8445169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -8445172.000000 Penalty: 5317.942383
	Iteration 49Q: 3 clusters Score -8445172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -8445168.000000 Penalty: 5317.942383
	Iteration 50Q: 3 clusters Score -8445168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -8445174.000000 Penalty: 5317.942383
	Iteration 51Q: 3 clusters Score -8445174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8445188.000000 Penalty: 5317.942383
	Iteration 52Q: 3 clusters Score -8445188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8445187.000000 Penalty: 5317.942383
	Iteration 53Q: 3 clusters Score -8445187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8445186.000000 Penalty: 5317.942383
	Iteration 54Q: 3 clusters Score -8445186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -8445190.000000 Penalty: 5317.942383
	Iteration 55Q: 3 clusters Score -8445190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -8445187.000000 Penalty: 5317.942383
	Iteration 56Q: 3 clusters Score -8445187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -8445187.000000 Penalty: 5317.942383
	Iteration 57F: 3 clusters Score -8445187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Entering Unmasked Estep 
Score: -7984752.500000 Penalty: 2646.154541
	Iteration 0F: 2 clusters Score -7984752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -7955649.500000 Penalty: 5292.309082
	Iteration 0F: 3 clusters Score -7955650 nChanged 19712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -7966428.000000 Penalty: 5292.309082
	Iteration 1F: 3 clusters Score -7966428 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -7966916.500000 Penalty: 5292.309082
	Iteration 2Q: 3 clusters Score -7966916 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -7967421.000000 Penalty: 5292.309082
	Iteration 3Q: 3 clusters Score -7967421 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -7967844.000000 Penalty: 5292.309082
	Iteration 4Q: 3 clusters Score -7967844 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -7968230.000000 Penalty: 5292.309082
	Iteration 5Q: 3 clusters Score -7968230 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -7968879.000000 Penalty: 5292.309082
	Iteration 6Q: 3 clusters Score -7968879 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -7969758.500000 Penalty: 5292.309082
	Iteration 7Q: 3 clusters Score -7969758 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -7971133.500000 Penalty: 5292.309082
	Iteration 8F: 3 clusters Score -7971134 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -7972924.500000 Penalty: 5292.309082
	Iteration 9F: 3 clusters Score -7972924 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -7975319.500000 Penalty: 5292.309082
	Iteration 10F: 3 clusters Score -7975320 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -7977732.000000 Penalty: 5292.309082
	Iteration 11F: 3 clusters Score -7977732 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -7979559.000000 Penalty: 5292.309082
	Iteration 12Q: 3 clusters Score -7979559 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -7980670.000000 Penalty: 5292.309082
	Iteration 13Q: 3 clusters Score -7980670 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -7981325.000000 Penalty: 5292.309082
	Iteration 14Q: 3 clusters Score -7981325 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -7981685.000000 Penalty: 5292.309082
	Iteration 15Q: 3 clusters Score -7981685 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -7981868.000000 Penalty: 5292.309082
	Iteration 16Q: 3 clusters Score -7981868 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -7982047.000000 Penalty: 5292.309082
	Iteration 17Q: 3 clusters Score -7982047 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -7982144.500000 Penalty: 5292.309082
	Iteration 18Q: 3 clusters Score -7982144 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -7982199.500000 Penalty: 5292.309082
	Iteration 19Q: 3 clusters Score -7982200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -7982246.500000 Penalty: 5292.309082
	Iteration 20F: 3 clusters Score -7982246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -7982272.000000 Penalty: 5292.309082
	Iteration 21Q: 3 clusters Score -7982272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -7982292.000000 Penalty: 5292.309082
	Iteration 22Q: 3 clusters Score -7982292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -7982333.500000 Penalty: 5292.309082
	Iteration 23Q: 3 clusters Score -7982334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -7982339.500000 Penalty: 5292.309082
	Iteration 24Q: 3 clusters Score -7982340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -7982377.500000 Penalty: 5292.309082
	Iteration 25Q: 3 clusters Score -7982378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -7982384.500000 Penalty: 5292.309082
	Iteration 26Q: 3 clusters Score -7982384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -7982400.500000 Penalty: 5292.309082
	Iteration 27Q: 3 clusters Score -7982400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -7982407.500000 Penalty: 5292.309082
	Iteration 28Q: 3 clusters Score -7982408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -7982420.000000 Penalty: 5292.309082
	Iteration 29Q: 3 clusters Score -7982420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -7982427.000000 Penalty: 5292.309082
	Iteration 30Q: 3 clusters Score -7982427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -7982430.500000 Penalty: 5292.309082
	Iteration 31Q: 3 clusters Score -7982430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -7982436.500000 Penalty: 5292.309082
	Iteration 32Q: 3 clusters Score -7982436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -7982452.000000 Penalty: 5292.309082
	Iteration 33Q: 3 clusters Score -7982452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -7982457.500000 Penalty: 5292.309082
	Iteration 34Q: 3 clusters Score -7982458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -7982459.000000 Penalty: 5292.309082
	Iteration 35Q: 3 clusters Score -7982459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -7982466.500000 Penalty: 5292.309082
	Iteration 36Q: 3 clusters Score -7982466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -7982463.000000 Penalty: 5292.309082
	Iteration 37Q: 3 clusters Score -7982463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -7982467.000000 Penalty: 5292.309082
	Iteration 38Q: 3 clusters Score -7982467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -7982472.000000 Penalty: 5292.309082
	Iteration 39Q: 3 clusters Score -7982472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -7982475.500000 Penalty: 5292.309082
	Iteration 40F: 3 clusters Score -7982476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -7982473.000000 Penalty: 5292.309082
	Iteration 41Q: 3 clusters Score -7982473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -7982480.000000 Penalty: 5292.309082
	Iteration 42Q: 3 clusters Score -7982480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -7982473.000000 Penalty: 5292.309082
	Iteration 43Q: 3 clusters Score -7982473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -7982477.500000 Penalty: 5292.309082
	Iteration 44Q: 3 clusters Score -7982478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -7982480.000000 Penalty: 5292.309082
	Iteration 45Q: 3 clusters Score -7982480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -7982480.000000 Penalty: 5292.309082
	Iteration 46F: 3 clusters Score -7982480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 45222 members 
Mstep: Class 3 contains 56389 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48297 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2617 members 
Mstep: Class 8 contains 30910 members 
Mstep: Class 9 contains 35656 members 
Mstep: Class 10 contains 7576 members 
Mstep: Class 11 contains 41471 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45328 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45297 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44993 members 
Mstep: Class 23 contains 6059 members 
Mstep: Class 24 contains 46041 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45327 members 
Mstep: Class 28 contains 43044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173640.000000 Penalty: 89117.335938
Iteration 359Q: 28 clusters Score -1.101736e+08 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 45247 members 
Mstep: Class 3 contains 56537 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48268 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 30759 members 
Mstep: Class 9 contains 35619 members 
Mstep: Class 10 contains 7547 members 
Mstep: Class 11 contains 41838 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45344 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45337 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44971 members 
Mstep: Class 23 contains 6054 members 
Mstep: Class 24 contains 45929 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45303 members 
Mstep: Class 28 contains 43081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173200.000000 Penalty: 89117.335938
Iteration 360F: 28 clusters Score -1.101732e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 45299 members 
Mstep: Class 3 contains 56663 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48238 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 30601 members 
Mstep: Class 9 contains 35577 members 
Mstep: Class 10 contains 7512 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45361 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45336 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44980 members 
Mstep: Class 23 contains 6047 members 
Mstep: Class 24 contains 45840 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45292 members 
Mstep: Class 28 contains 43102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173120.000000 Penalty: 89117.335938
Iteration 361Q: 28 clusters Score -1.101731e+08 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 45346 members 
Mstep: Class 3 contains 56851 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48247 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 30459 members 
Mstep: Class 9 contains 35528 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 42634 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45389 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45414 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44906 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 45736 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45271 members 
Mstep: Class 28 contains 43097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173376.000000 Penalty: 89117.335938
Iteration 362Q: 28 clusters Score -1.101734e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 45410 members 
Mstep: Class 3 contains 56931 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48362 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 30321 members 
Mstep: Class 9 contains 35488 members 
Mstep: Class 10 contains 7445 members 
Mstep: Class 11 contains 43000 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45432 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45490 members 
Mstep: Class 17 contains 6068 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44827 members 
Mstep: Class 23 contains 6042 members 
Mstep: Class 24 contains 45630 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45249 members 
Mstep: Class 28 contains 43069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173160.000000 Penalty: 89117.335938
Iteration 363Q: 28 clusters Score -1.101732e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 45439 members 
Mstep: Class 3 contains 56937 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48483 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 30195 members 
Mstep: Class 9 contains 35441 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 43346 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45479 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45532 members 
Mstep: Class 17 contains 6074 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44777 members 
Mstep: Class 23 contains 6043 members 
Mstep: Class 24 contains 45539 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45260 members 
Mstep: Class 28 contains 43081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173008.000000 Penalty: 89117.335938
Iteration 364Q: 28 clusters Score -1.10173e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 45465 members 
Mstep: Class 3 contains 57046 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48554 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 30044 members 
Mstep: Class 9 contains 35405 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 43717 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45529 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45569 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 6043 members 
Mstep: Class 24 contains 45444 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45246 members 
Mstep: Class 28 contains 43104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173320.000000 Penalty: 89117.335938
Iteration 365Q: 28 clusters Score -1.101733e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 45529 members 
Mstep: Class 3 contains 57097 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48606 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 35384 members 
Mstep: Class 10 contains 7380 members 
Mstep: Class 11 contains 44055 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45568 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45591 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44738 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 45353 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45202 members 
Mstep: Class 28 contains 43127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173176.000000 Penalty: 89117.335938
Iteration 366Q: 28 clusters Score -1.101732e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 45623 members 
Mstep: Class 3 contains 57109 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48604 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2588 members 
Mstep: Class 8 contains 29730 members 
Mstep: Class 9 contains 35357 members 
Mstep: Class 10 contains 7353 members 
Mstep: Class 11 contains 44347 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45588 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45593 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44755 members 
Mstep: Class 23 contains 6043 members 
Mstep: Class 24 contains 45285 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45210 members 
Mstep: Class 28 contains 43183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173376.000000 Penalty: 89117.335938
Iteration 367Q: 28 clusters Score -1.101734e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 45698 members 
Mstep: Class 3 contains 57164 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48637 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2580 members 
Mstep: Class 8 contains 29548 members 
Mstep: Class 9 contains 35331 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 44634 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45590 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45583 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44763 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 45210 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45218 members 
Mstep: Class 28 contains 43228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173280.000000 Penalty: 89117.335938
Iteration 368Q: 28 clusters Score -1.101733e+08 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 45772 members 
Mstep: Class 3 contains 57176 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48707 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2571 members 
Mstep: Class 8 contains 29355 members 
Mstep: Class 9 contains 35289 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 44874 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45595 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45611 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44727 members 
Mstep: Class 23 contains 6046 members 
Mstep: Class 24 contains 45158 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45185 members 
Mstep: Class 28 contains 43277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173472.000000 Penalty: 89117.335938
Iteration 369Q: 28 clusters Score -1.101735e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 45888 members 
Mstep: Class 3 contains 57177 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 48765 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2563 members 
Mstep: Class 8 contains 29152 members 
Mstep: Class 9 contains 35248 members 
Mstep: Class 10 contains 7268 members 
Mstep: Class 11 contains 45121 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45600 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45640 members 
Mstep: Class 17 contains 6068 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44660 members 
Mstep: Class 23 contains 6046 members 
Mstep: Class 24 contains 45085 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45208 members 
Mstep: Class 28 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173680.000000 Penalty: 89117.335938
Iteration 370Q: 28 clusters Score -1.101737e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 46037 members 
Mstep: Class 3 contains 57003 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48785 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 28967 members 
Mstep: Class 9 contains 35203 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 45500 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45597 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45606 members 
Mstep: Class 17 contains 6068 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44578 members 
Mstep: Class 23 contains 6047 members 
Mstep: Class 24 contains 45006 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45245 members 
Mstep: Class 28 contains 43337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173672.000000 Penalty: 89117.335938
Iteration 371Q: 28 clusters Score -1.101737e+08 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 46167 members 
Mstep: Class 3 contains 56693 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48789 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 2557 members 
Mstep: Class 8 contains 28788 members 
Mstep: Class 9 contains 35157 members 
Mstep: Class 10 contains 7211 members 
Mstep: Class 11 contains 45945 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45569 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45584 members 
Mstep: Class 17 contains 6071 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44483 members 
Mstep: Class 23 contains 6057 members 
Mstep: Class 24 contains 44901 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45271 members 
Mstep: Class 28 contains 43369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174040.000000 Penalty: 89117.335938
Iteration 372Q: 28 clusters Score -1.10174e+08 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 46361 members 
Mstep: Class 3 contains 56097 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48800 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 2552 members 
Mstep: Class 8 contains 28564 members 
Mstep: Class 9 contains 35099 members 
Mstep: Class 10 contains 7176 members 
Mstep: Class 11 contains 46531 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45558 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45530 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 1902 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44348 members 
Mstep: Class 23 contains 6060 members 
Mstep: Class 24 contains 44762 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45299 members 
Mstep: Class 28 contains 43402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174352.000000 Penalty: 89117.335938
Iteration 373Q: 28 clusters Score -1.101744e+08 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 46494 members 
Mstep: Class 3 contains 55383 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48729 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 2546 members 
Mstep: Class 8 contains 28344 members 
Mstep: Class 9 contains 35057 members 
Mstep: Class 10 contains 7133 members 
Mstep: Class 11 contains 47222 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45517 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45494 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44254 members 
Mstep: Class 23 contains 6068 members 
Mstep: Class 24 contains 44636 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45289 members 
Mstep: Class 28 contains 43412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174752.000000 Penalty: 89117.335938
Iteration 374Q: 28 clusters Score -1.101748e+08 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 46645 members 
Mstep: Class 3 contains 54457 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48722 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 28073 members 
Mstep: Class 9 contains 35030 members 
Mstep: Class 10 contains 7098 members 
Mstep: Class 11 contains 47967 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45435 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45429 members 
Mstep: Class 17 contains 6101 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44126 members 
Mstep: Class 23 contains 6073 members 
Mstep: Class 24 contains 44486 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45278 members 
Mstep: Class 28 contains 43388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175128.000000 Penalty: 89117.335938
Iteration 375Q: 28 clusters Score -1.101751e+08 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 46703 members 
Mstep: Class 3 contains 53621 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48632 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 27779 members 
Mstep: Class 9 contains 34991 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 48762 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45346 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45411 members 
Mstep: Class 17 contains 6096 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 43968 members 
Mstep: Class 23 contains 6067 members 
Mstep: Class 24 contains 44349 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45257 members 
Mstep: Class 28 contains 43341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176008.000000 Penalty: 89117.335938
Iteration 376Q: 28 clusters Score -1.10176e+08 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 46743 members 
Mstep: Class 3 contains 52787 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48609 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 27473 members 
Mstep: Class 9 contains 34960 members 
Mstep: Class 10 contains 7009 members 
Mstep: Class 11 contains 49097 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45240 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45396 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 43828 members 
Mstep: Class 23 contains 6064 members 
Mstep: Class 24 contains 44162 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45247 members 
Mstep: Class 28 contains 43507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176464.000000 Penalty: 89117.335938
Iteration 377Q: 28 clusters Score -1.101765e+08 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 46790 members 
Mstep: Class 3 contains 52001 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48783 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 27178 members 
Mstep: Class 9 contains 34934 members 
Mstep: Class 10 contains 6964 members 
Mstep: Class 11 contains 48660 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45139 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45354 members 
Mstep: Class 17 contains 6107 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 43703 members 
Mstep: Class 23 contains 6060 members 
Mstep: Class 24 contains 43986 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45265 members 
Mstep: Class 28 contains 43973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176864.000000 Penalty: 89117.335938
Iteration 378Q: 28 clusters Score -1.101769e+08 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 46783 members 
Mstep: Class 3 contains 51439 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48799 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 2515 members 
Mstep: Class 8 contains 26866 members 
Mstep: Class 9 contains 34920 members 
Mstep: Class 10 contains 6921 members 
Mstep: Class 11 contains 48295 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 45011 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45287 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 43534 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 43811 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45330 members 
Mstep: Class 28 contains 44513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177376.000000 Penalty: 89117.335938
Iteration 379Q: 28 clusters Score -1.101774e+08 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 46823 members 
Mstep: Class 3 contains 51095 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48869 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2508 members 
Mstep: Class 8 contains 26588 members 
Mstep: Class 9 contains 34896 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 48016 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44921 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45169 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 43381 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 43622 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45381 members 
Mstep: Class 28 contains 44868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177208.000000 Penalty: 89117.335938
Iteration 380F: 28 clusters Score -1.101772e+08 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 46903 members 
Mstep: Class 3 contains 50909 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48839 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 26300 members 
Mstep: Class 9 contains 34877 members 
Mstep: Class 10 contains 6857 members 
Mstep: Class 11 contains 48146 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44856 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45062 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 43190 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 43417 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45395 members 
Mstep: Class 28 contains 44980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177224.000000 Penalty: 89117.335938
Iteration 381Q: 28 clusters Score -1.101772e+08 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 46981 members 
Mstep: Class 3 contains 50672 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48724 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 25985 members 
Mstep: Class 9 contains 34864 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 48877 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44785 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45019 members 
Mstep: Class 17 contains 6099 members 
Mstep: Class 18 contains 1894 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 42971 members 
Mstep: Class 23 contains 6071 members 
Mstep: Class 24 contains 43218 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45443 members 
Mstep: Class 28 contains 44591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176880.000000 Penalty: 89117.335938
Iteration 382Q: 28 clusters Score -1.101769e+08 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 47025 members 
Mstep: Class 3 contains 50742 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48484 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2485 members 
Mstep: Class 8 contains 25647 members 
Mstep: Class 9 contains 34834 members 
Mstep: Class 10 contains 6799 members 
Mstep: Class 11 contains 49842 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44715 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45025 members 
Mstep: Class 17 contains 6096 members 
Mstep: Class 18 contains 1894 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 42717 members 
Mstep: Class 23 contains 6083 members 
Mstep: Class 24 contains 43008 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45443 members 
Mstep: Class 28 contains 43915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176352.000000 Penalty: 89117.335938
Iteration 383Q: 28 clusters Score -1.101764e+08 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 47143 members 
Mstep: Class 3 contains 50824 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48337 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2479 members 
Mstep: Class 8 contains 25332 members 
Mstep: Class 9 contains 34796 members 
Mstep: Class 10 contains 6767 members 
Mstep: Class 11 contains 50743 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44638 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45014 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 1893 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 42515 members 
Mstep: Class 23 contains 6101 members 
Mstep: Class 24 contains 42831 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45477 members 
Mstep: Class 28 contains 43063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175952.000000 Penalty: 89117.335938
Iteration 384Q: 28 clusters Score -1.10176e+08 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 47304 members 
Mstep: Class 3 contains 51547 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48196 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2472 members 
Mstep: Class 8 contains 25013 members 
Mstep: Class 9 contains 34775 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 51399 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44598 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45013 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 1893 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 42365 members 
Mstep: Class 23 contains 6107 members 
Mstep: Class 24 contains 42687 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45484 members 
Mstep: Class 28 contains 42212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176080.000000 Penalty: 89117.335938
Iteration 385Q: 28 clusters Score -1.101761e+08 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 47597 members 
Mstep: Class 3 contains 52241 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48281 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2468 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 34757 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 11 contains 51722 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44539 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44990 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 1892 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 42251 members 
Mstep: Class 23 contains 6106 members 
Mstep: Class 24 contains 42562 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45561 members 
Mstep: Class 28 contains 41487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175320.000000 Penalty: 89117.335938
Iteration 386Q: 28 clusters Score -1.101753e+08 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 47966 members 
Mstep: Class 3 contains 52886 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48418 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2467 members 
Mstep: Class 8 contains 24523 members 
Mstep: Class 9 contains 34727 members 
Mstep: Class 10 contains 6620 members 
Mstep: Class 11 contains 51928 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44502 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45020 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 1891 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 42092 members 
Mstep: Class 23 contains 6109 members 
Mstep: Class 24 contains 42444 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45564 members 
Mstep: Class 28 contains 40842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174728.000000 Penalty: 89117.335938
Iteration 387Q: 28 clusters Score -1.101747e+08 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 48298 members 
Mstep: Class 3 contains 53433 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48551 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 24358 members 
Mstep: Class 9 contains 34721 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 52115 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44455 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45060 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 18 contains 1887 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 42023 members 
Mstep: Class 23 contains 6120 members 
Mstep: Class 24 contains 42337 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45585 members 
Mstep: Class 28 contains 40173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174728.000000 Penalty: 89117.335938
Iteration 388Q: 28 clusters Score -1.101747e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 48608 members 
Mstep: Class 3 contains 53884 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48411 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2460 members 
Mstep: Class 8 contains 24207 members 
Mstep: Class 9 contains 34714 members 
Mstep: Class 10 contains 6555 members 
Mstep: Class 11 contains 52534 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44460 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45103 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 1887 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 42083 members 
Mstep: Class 23 contains 6137 members 
Mstep: Class 24 contains 42241 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45552 members 
Mstep: Class 28 contains 39542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174320.000000 Penalty: 89117.335938
Iteration 389Q: 28 clusters Score -1.101743e+08 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 48994 members 
Mstep: Class 3 contains 54431 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 48061 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 24045 members 
Mstep: Class 9 contains 34712 members 
Mstep: Class 10 contains 6517 members 
Mstep: Class 11 contains 53005 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44497 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45131 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 1887 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 42248 members 
Mstep: Class 23 contains 6150 members 
Mstep: Class 24 contains 42143 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45509 members 
Mstep: Class 28 contains 38994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173912.000000 Penalty: 89117.335938
Iteration 390Q: 28 clusters Score -1.101739e+08 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 49469 members 
Mstep: Class 3 contains 54902 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 47650 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 23833 members 
Mstep: Class 9 contains 34693 members 
Mstep: Class 10 contains 6497 members 
Mstep: Class 11 contains 53433 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44514 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45197 members 
Mstep: Class 17 contains 6069 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 42520 members 
Mstep: Class 23 contains 6175 members 
Mstep: Class 24 contains 42041 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45458 members 
Mstep: Class 28 contains 38522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174312.000000 Penalty: 89117.335938
Iteration 391Q: 28 clusters Score -1.101743e+08 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 49939 members 
Mstep: Class 3 contains 55041 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 47126 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2449 members 
Mstep: Class 8 contains 23622 members 
Mstep: Class 9 contains 34691 members 
Mstep: Class 10 contains 6476 members 
Mstep: Class 11 contains 53805 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 44582 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45248 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 42918 members 
Mstep: Class 23 contains 6196 members 
Mstep: Class 24 contains 41942 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45465 members 
Mstep: Class 28 contains 38156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174272.000000 Penalty: 89117.335938
Iteration 392Q: 28 clusters Score -1.101743e+08 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 50481 members 
Mstep: Class 3 contains 54907 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 46504 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 23327 members 
Mstep: Class 9 contains 34704 members 
Mstep: Class 10 contains 6454 members 
Mstep: Class 11 contains 54053 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 44674 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45316 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 43418 members 
Mstep: Class 23 contains 6229 members 
Mstep: Class 24 contains 41856 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45530 members 
Mstep: Class 28 contains 37873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174512.000000 Penalty: 89117.335938
Iteration 393Q: 28 clusters Score -1.101745e+08 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 51123 members 
Mstep: Class 3 contains 54668 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 45909 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 22990 members 
Mstep: Class 9 contains 34684 members 
Mstep: Class 10 contains 6429 members 
Mstep: Class 11 contains 54253 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 44730 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 6059 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 43967 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 41747 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45677 members 
Mstep: Class 28 contains 37626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174176.000000 Penalty: 89117.335938
Iteration 394Q: 28 clusters Score -1.101742e+08 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 51840 members 
Mstep: Class 3 contains 54413 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 45211 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 22673 members 
Mstep: Class 9 contains 34677 members 
Mstep: Class 10 contains 6403 members 
Mstep: Class 11 contains 54353 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 44777 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 45380 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 44652 members 
Mstep: Class 23 contains 6272 members 
Mstep: Class 24 contains 41621 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45813 members 
Mstep: Class 28 contains 37412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173744.000000 Penalty: 89117.335938
Iteration 395Q: 28 clusters Score -1.101737e+08 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 52720 members 
Mstep: Class 3 contains 53808 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 44457 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2440 members 
Mstep: Class 8 contains 22352 members 
Mstep: Class 9 contains 34670 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 54399 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 44844 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 45419 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45424 members 
Mstep: Class 23 contains 6285 members 
Mstep: Class 24 contains 41527 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45987 members 
Mstep: Class 28 contains 37249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173632.000000 Penalty: 89117.335938
Iteration 396Q: 28 clusters Score -1.101736e+08 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 53748 members 
Mstep: Class 3 contains 53070 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 43967 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2439 members 
Mstep: Class 8 contains 22074 members 
Mstep: Class 9 contains 34643 members 
Mstep: Class 10 contains 6358 members 
Mstep: Class 11 contains 54323 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 44919 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46066 members 
Mstep: Class 23 contains 6305 members 
Mstep: Class 24 contains 41412 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46286 members 
Mstep: Class 28 contains 37109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172912.000000 Penalty: 89117.335938
Iteration 397Q: 28 clusters Score -1.101729e+08 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 54679 members 
Mstep: Class 3 contains 52337 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 43804 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2436 members 
Mstep: Class 8 contains 21894 members 
Mstep: Class 9 contains 34627 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 53933 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45032 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 45024 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46612 members 
Mstep: Class 23 contains 6330 members 
Mstep: Class 24 contains 41245 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46614 members 
Mstep: Class 28 contains 36990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172824.000000 Penalty: 89117.335938
Iteration 398Q: 28 clusters Score -1.101728e+08 nChanged 5822
Entering ConstructFrom: 
Score: -110172824.000000 Penalty: 89117.335938
Entering ConstructFrom: 
Trying to split cluster 1 (51497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Entering Unmasked Estep 
Score: -9593114.000000 Penalty: 2690.621094
	Iteration 0F: 2 clusters Score -9593114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -9560136.000000 Penalty: 5381.242188
	Iteration 0F: 3 clusters Score -9560136 nChanged 23888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -9573322.000000 Penalty: 5381.242188
	Iteration 1F: 3 clusters Score -9573322 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -9573998.000000 Penalty: 5381.242188
	Iteration 2Q: 3 clusters Score -9573998 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -9574710.000000 Penalty: 5381.242188
	Iteration 3Q: 3 clusters Score -9574710 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -9575662.000000 Penalty: 5381.242188
	Iteration 4Q: 3 clusters Score -9575662 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -9577037.000000 Penalty: 5381.242188
	Iteration 5F: 3 clusters Score -9577037 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -9579081.000000 Penalty: 5381.242188
	Iteration 6F: 3 clusters Score -9579081 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -9581864.000000 Penalty: 5381.242188
	Iteration 7F: 3 clusters Score -9581864 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -9584840.000000 Penalty: 5381.242188
	Iteration 8F: 3 clusters Score -9584840 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -9587210.000000 Penalty: 5381.242188
	Iteration 9F: 3 clusters Score -9587210 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -9588641.000000 Penalty: 5381.242188
	Iteration 10Q: 3 clusters Score -9588641 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -9589564.000000 Penalty: 5381.242188
	Iteration 11Q: 3 clusters Score -9589564 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -9590106.000000 Penalty: 5381.242188
	Iteration 12Q: 3 clusters Score -9590106 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -9590438.000000 Penalty: 5381.242188
	Iteration 13Q: 3 clusters Score -9590438 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -9590654.000000 Penalty: 5381.242188
	Iteration 14Q: 3 clusters Score -9590654 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -9590729.000000 Penalty: 5381.242188
	Iteration 15Q: 3 clusters Score -9590729 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -9590823.000000 Penalty: 5381.242188
	Iteration 16Q: 3 clusters Score -9590823 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -9590895.000000 Penalty: 5381.242188
	Iteration 17Q: 3 clusters Score -9590895 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -9590900.000000 Penalty: 5381.242188
	Iteration 18Q: 3 clusters Score -9590900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -9590899.000000 Penalty: 5381.242188
	Iteration 19Q: 3 clusters Score -9590899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -9590925.000000 Penalty: 5381.242188
	Iteration 20F: 3 clusters Score -9590925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -9590944.000000 Penalty: 5381.242188
	Iteration 21Q: 3 clusters Score -9590944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -9590946.000000 Penalty: 5381.242188
	Iteration 22Q: 3 clusters Score -9590946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -9590944.000000 Penalty: 5381.242188
	Iteration 23Q: 3 clusters Score -9590944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -9590946.000000 Penalty: 5381.242188
	Iteration 24Q: 3 clusters Score -9590946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -9590946.000000 Penalty: 5381.242188
	Iteration 25Q: 3 clusters Score -9590946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -9590950.000000 Penalty: 5381.242188
	Iteration 26Q: 3 clusters Score -9590950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -9590954.000000 Penalty: 5381.242188
	Iteration 27Q: 3 clusters Score -9590954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -9590961.000000 Penalty: 5381.242188
	Iteration 28Q: 3 clusters Score -9590961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -9590966.000000 Penalty: 5381.242188
	Iteration 29Q: 3 clusters Score -9590966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -9590975.000000 Penalty: 5381.242188
	Iteration 30Q: 3 clusters Score -9590975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -9590966.000000 Penalty: 5381.242188
	Iteration 31Q: 3 clusters Score -9590966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -9590966.000000 Penalty: 5381.242188
	Iteration 32Q: 3 clusters Score -9590966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -9590966.000000 Penalty: 5381.242188
	Iteration 33Q: 3 clusters Score -9590966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -9590967.000000 Penalty: 5381.242188
	Iteration 34Q: 3 clusters Score -9590967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -9590964.000000 Penalty: 5381.242188
	Iteration 35Q: 3 clusters Score -9590964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -9590970.000000 Penalty: 5381.242188
	Iteration 36Q: 3 clusters Score -9590970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -9590969.000000 Penalty: 5381.242188
	Iteration 37Q: 3 clusters Score -9590969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -9590974.000000 Penalty: 5381.242188
	Iteration 38Q: 3 clusters Score -9590974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -9590969.000000 Penalty: 5381.242188
	Iteration 39Q: 3 clusters Score -9590969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -9590976.000000 Penalty: 5381.242188
	Iteration 40F: 3 clusters Score -9590976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Entering Unmasked Estep 
Score: -10366330.000000 Penalty: 2708.281982
	Iteration 0F: 2 clusters Score -1.036633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -10335687.000000 Penalty: 5416.563965
	Iteration 0F: 3 clusters Score -1.033569e+07 nChanged 25650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -10350342.000000 Penalty: 5416.563965
	Iteration 1F: 3 clusters Score -1.035034e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -10351542.000000 Penalty: 5416.563965
	Iteration 2F: 3 clusters Score -1.035154e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -10353140.000000 Penalty: 5416.563965
	Iteration 3F: 3 clusters Score -1.035314e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -10355417.000000 Penalty: 5416.563965
	Iteration 4F: 3 clusters Score -1.035542e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -10358462.000000 Penalty: 5416.563965
	Iteration 5F: 3 clusters Score -1.035846e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -10362023.000000 Penalty: 5416.563965
	Iteration 6F: 3 clusters Score -1.036202e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -10364389.000000 Penalty: 5416.563965
	Iteration 7F: 3 clusters Score -1.036439e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -10365356.000000 Penalty: 5416.563965
	Iteration 8Q: 3 clusters Score -1.036536e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -10365964.000000 Penalty: 5416.563965
	Iteration 9Q: 3 clusters Score -1.036596e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -10366374.000000 Penalty: 5416.563965
	Iteration 10Q: 3 clusters Score -1.036637e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -10366681.000000 Penalty: 5416.563965
	Iteration 11Q: 3 clusters Score -1.036668e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -10366971.000000 Penalty: 5416.563965
	Iteration 12Q: 3 clusters Score -1.036697e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -10367159.000000 Penalty: 5416.563965
	Iteration 13Q: 3 clusters Score -1.036716e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -10367259.000000 Penalty: 5416.563965
	Iteration 14Q: 3 clusters Score -1.036726e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -10367382.000000 Penalty: 5416.563965
	Iteration 15Q: 3 clusters Score -1.036738e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -10367440.000000 Penalty: 5416.563965
	Iteration 16Q: 3 clusters Score -1.036744e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -10367529.000000 Penalty: 5416.563965
	Iteration 17Q: 3 clusters Score -1.036753e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -10367573.000000 Penalty: 5416.563965
	Iteration 18Q: 3 clusters Score -1.036757e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -10367620.000000 Penalty: 5416.563965
	Iteration 19Q: 3 clusters Score -1.036762e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -10367627.000000 Penalty: 5416.563965
	Iteration 20F: 3 clusters Score -1.036763e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -10367607.000000 Penalty: 5416.563965
	Iteration 21Q: 3 clusters Score -1.036761e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -10367638.000000 Penalty: 5416.563965
	Iteration 22Q: 3 clusters Score -1.036764e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -10367649.000000 Penalty: 5416.563965
	Iteration 23Q: 3 clusters Score -1.036765e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -10367675.000000 Penalty: 5416.563965
	Iteration 24Q: 3 clusters Score -1.036768e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -10367674.000000 Penalty: 5416.563965
	Iteration 25Q: 3 clusters Score -1.036767e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -10367670.000000 Penalty: 5416.563965
	Iteration 26Q: 3 clusters Score -1.036767e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -10367684.000000 Penalty: 5416.563965
	Iteration 27Q: 3 clusters Score -1.036768e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -10367696.000000 Penalty: 5416.563965
	Iteration 28Q: 3 clusters Score -1.03677e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -10367696.000000 Penalty: 5416.563965
	Iteration 29Q: 3 clusters Score -1.03677e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -10367686.000000 Penalty: 5416.563965
	Iteration 30Q: 3 clusters Score -1.036769e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -10367678.000000 Penalty: 5416.563965
	Iteration 31Q: 3 clusters Score -1.036768e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -10367685.000000 Penalty: 5416.563965
	Iteration 32Q: 3 clusters Score -1.036768e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -10367682.000000 Penalty: 5416.563965
	Iteration 33Q: 3 clusters Score -1.036768e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -10367677.000000 Penalty: 5416.563965
	Iteration 34Q: 3 clusters Score -1.036768e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -10367676.000000 Penalty: 5416.563965
	Iteration 35Q: 3 clusters Score -1.036768e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -10367689.000000 Penalty: 5416.563965
	Iteration 36Q: 3 clusters Score -1.036769e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -10367692.000000 Penalty: 5416.563965
	Iteration 37Q: 3 clusters Score -1.036769e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -10367680.000000 Penalty: 5416.563965
	Iteration 38Q: 3 clusters Score -1.036768e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -10367682.000000 Penalty: 5416.563965
	Iteration 39Q: 3 clusters Score -1.036768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -10367684.000000 Penalty: 5416.563965
	Iteration 40F: 3 clusters Score -1.036768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -10367681.000000 Penalty: 5416.563965
	Iteration 41Q: 3 clusters Score -1.036768e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -10367687.000000 Penalty: 5416.563965
	Iteration 42Q: 3 clusters Score -1.036769e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -10367692.000000 Penalty: 5416.563965
	Iteration 43Q: 3 clusters Score -1.036769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -10367694.000000 Penalty: 5416.563965
	Iteration 44Q: 3 clusters Score -1.036769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -10367677.000000 Penalty: 5416.563965
	Iteration 45Q: 3 clusters Score -1.036768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -10367688.000000 Penalty: 5416.563965
	Iteration 46Q: 3 clusters Score -1.036769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -10367694.000000 Penalty: 5416.563965
	Iteration 47Q: 3 clusters Score -1.036769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -10367717.000000 Penalty: 5416.563965
	Iteration 48Q: 3 clusters Score -1.036772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -10367704.000000 Penalty: 5416.563965
	Iteration 49Q: 3 clusters Score -1.03677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -10367692.000000 Penalty: 5416.563965
	Iteration 50Q: 3 clusters Score -1.036769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -10367689.000000 Penalty: 5416.563965
	Iteration 51Q: 3 clusters Score -1.036769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -10367682.000000 Penalty: 5416.563965
	Iteration 52Q: 3 clusters Score -1.036768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -10367674.000000 Penalty: 5416.563965
	Iteration 53Q: 3 clusters Score -1.036767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -10367686.000000 Penalty: 5416.563965
	Iteration 54Q: 3 clusters Score -1.036769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -10367704.000000 Penalty: 5416.563965
	Iteration 55Q: 3 clusters Score -1.03677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -10367681.000000 Penalty: 5416.563965
	Iteration 56Q: 3 clusters Score -1.036768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -10367705.000000 Penalty: 5416.563965
	Iteration 57Q: 3 clusters Score -1.03677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -10367702.000000 Penalty: 5416.563965
	Iteration 58Q: 3 clusters Score -1.03677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -10367713.000000 Penalty: 5416.563965
	Iteration 59Q: 3 clusters Score -1.036771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -10367719.000000 Penalty: 5416.563965
	Iteration 60F: 3 clusters Score -1.036772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -10367709.000000 Penalty: 5416.563965
	Iteration 61Q: 3 clusters Score -1.036771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -10367722.000000 Penalty: 5416.563965
	Iteration 62Q: 3 clusters Score -1.036772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -10367721.000000 Penalty: 5416.563965
	Iteration 63Q: 3 clusters Score -1.036772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -10367712.000000 Penalty: 5416.563965
	Iteration 64Q: 3 clusters Score -1.036771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -10367712.000000 Penalty: 5416.563965
	Iteration 65Q: 3 clusters Score -1.036771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -10367714.000000 Penalty: 5416.563965
	Iteration 66Q: 3 clusters Score -1.036771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -10367701.000000 Penalty: 5416.563965
	Iteration 67Q: 3 clusters Score -1.03677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -10367701.000000 Penalty: 5416.563965
	Iteration 68Q: 3 clusters Score -1.03677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -10367705.000000 Penalty: 5416.563965
	Iteration 69Q: 3 clusters Score -1.03677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -10367704.000000 Penalty: 5416.563965
	Iteration 70Q: 3 clusters Score -1.03677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -10367707.000000 Penalty: 5416.563965
	Iteration 71Q: 3 clusters Score -1.036771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -10367705.000000 Penalty: 5416.563965
	Iteration 72Q: 3 clusters Score -1.03677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -10367697.000000 Penalty: 5416.563965
	Iteration 73Q: 3 clusters Score -1.03677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -10367703.000000 Penalty: 5416.563965
	Iteration 74Q: 3 clusters Score -1.03677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -10367717.000000 Penalty: 5416.563965
	Iteration 75Q: 3 clusters Score -1.036772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -10367703.000000 Penalty: 5416.563965
	Iteration 76Q: 3 clusters Score -1.03677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -10367711.000000 Penalty: 5416.563965
	Iteration 77Q: 3 clusters Score -1.036771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -10367698.000000 Penalty: 5416.563965
	Iteration 78Q: 3 clusters Score -1.03677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -10367692.000000 Penalty: 5416.563965
	Iteration 79Q: 3 clusters Score -1.036769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -10367703.000000 Penalty: 5416.563965
	Iteration 80F: 3 clusters Score -1.03677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -10367701.000000 Penalty: 5416.563965
	Iteration 81Q: 3 clusters Score -1.03677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -10367699.000000 Penalty: 5416.563965
	Iteration 82Q: 3 clusters Score -1.03677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -10367699.000000 Penalty: 5416.563965
	Iteration 83Q: 3 clusters Score -1.03677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -10367690.000000 Penalty: 5416.563965
	Iteration 84Q: 3 clusters Score -1.036769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -10367690.000000 Penalty: 5416.563965
	Iteration 85Q: 3 clusters Score -1.036769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -10367689.000000 Penalty: 5416.563965
	Iteration 86Q: 3 clusters Score -1.036769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -10367684.000000 Penalty: 5416.563965
	Iteration 87Q: 3 clusters Score -1.036768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -10367685.000000 Penalty: 5416.563965
	Iteration 88Q: 3 clusters Score -1.036768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -10367684.000000 Penalty: 5416.563965
	Iteration 89Q: 3 clusters Score -1.036768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -10367686.000000 Penalty: 5416.563965
	Iteration 90Q: 3 clusters Score -1.036769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -10367693.000000 Penalty: 5416.563965
	Iteration 91Q: 3 clusters Score -1.036769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -10367701.000000 Penalty: 5416.563965
	Iteration 92Q: 3 clusters Score -1.03677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -10367691.000000 Penalty: 5416.563965
	Iteration 93Q: 3 clusters Score -1.036769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -10367689.000000 Penalty: 5416.563965
	Iteration 94Q: 3 clusters Score -1.036769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -10367688.000000 Penalty: 5416.563965
	Iteration 95Q: 3 clusters Score -1.036769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -10367694.000000 Penalty: 5416.563965
	Iteration 96Q: 3 clusters Score -1.036769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -10367688.000000 Penalty: 5416.563965
	Iteration 97Q: 3 clusters Score -1.036769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -10367686.000000 Penalty: 5416.563965
	Iteration 98Q: 3 clusters Score -1.036769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -10367683.000000 Penalty: 5416.563965
	Iteration 99Q: 3 clusters Score -1.036768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -10367678.000000 Penalty: 5416.563965
	Iteration 100F: 3 clusters Score -1.036768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -10367664.000000 Penalty: 5416.563965
	Iteration 101Q: 3 clusters Score -1.036766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -10367671.000000 Penalty: 5416.563965
	Iteration 102Q: 3 clusters Score -1.036767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -10367678.000000 Penalty: 5416.563965
	Iteration 103Q: 3 clusters Score -1.036768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -10367684.000000 Penalty: 5416.563965
	Iteration 104Q: 3 clusters Score -1.036768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -10367676.000000 Penalty: 5416.563965
	Iteration 105Q: 3 clusters Score -1.036768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -10367683.000000 Penalty: 5416.563965
	Iteration 106Q: 3 clusters Score -1.036768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -10367683.000000 Penalty: 5416.563965
	Iteration 107F: 3 clusters Score -1.036768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 28986 members 
Mstep: Class 3 contains 51783 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 43612 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2432 members 
Mstep: Class 8 contains 21744 members 
Mstep: Class 9 contains 34614 members 
Mstep: Class 10 contains 6352 members 
Mstep: Class 11 contains 53731 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45128 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 44891 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 26312 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47078 members 
Mstep: Class 23 contains 6354 members 
Mstep: Class 24 contains 41079 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46881 members 
Mstep: Class 28 contains 36817 members 
Entering Unmasked Estep 
Score: -110172816.000000 Penalty: 92417.976562
Splitting cluster 2 changes total score from -110172824.000000 to -110172816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (51783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Entering Unmasked Estep 
Score: -9689926.000000 Penalty: 2691.994629
	Iteration 0F: 2 clusters Score -9689926 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 26104 members 
Entering Unmasked Estep 
Score: -9658086.000000 Penalty: 5383.989258
	Iteration 0F: 3 clusters Score -9658086 nChanged 23936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -9671503.000000 Penalty: 5383.989258
	Iteration 1F: 3 clusters Score -9671503 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -9672281.000000 Penalty: 5383.989258
	Iteration 2Q: 3 clusters Score -9672281 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -9673259.000000 Penalty: 5383.989258
	Iteration 3Q: 3 clusters Score -9673259 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -9674500.000000 Penalty: 5383.989258
	Iteration 4F: 3 clusters Score -9674500 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -9676308.000000 Penalty: 5383.989258
	Iteration 5F: 3 clusters Score -9676308 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -9678917.000000 Penalty: 5383.989258
	Iteration 6F: 3 clusters Score -9678917 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -9681974.000000 Penalty: 5383.989258
	Iteration 7F: 3 clusters Score -9681974 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -9684530.000000 Penalty: 5383.989258
	Iteration 8F: 3 clusters Score -9684530 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -9685920.000000 Penalty: 5383.989258
	Iteration 9Q: 3 clusters Score -9685920 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -9686536.000000 Penalty: 5383.989258
	Iteration 10Q: 3 clusters Score -9686536 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -9687100.000000 Penalty: 5383.989258
	Iteration 11Q: 3 clusters Score -9687100 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -9687293.000000 Penalty: 5383.989258
	Iteration 12Q: 3 clusters Score -9687293 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -9687441.000000 Penalty: 5383.989258
	Iteration 13Q: 3 clusters Score -9687441 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -9687518.000000 Penalty: 5383.989258
	Iteration 14Q: 3 clusters Score -9687518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -9687547.000000 Penalty: 5383.989258
	Iteration 15Q: 3 clusters Score -9687547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -9687604.000000 Penalty: 5383.989258
	Iteration 16Q: 3 clusters Score -9687604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -9687623.000000 Penalty: 5383.989258
	Iteration 17Q: 3 clusters Score -9687623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -9687662.000000 Penalty: 5383.989258
	Iteration 18Q: 3 clusters Score -9687662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -9687679.000000 Penalty: 5383.989258
	Iteration 19Q: 3 clusters Score -9687679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -9687686.000000 Penalty: 5383.989258
	Iteration 20F: 3 clusters Score -9687686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -9687691.000000 Penalty: 5383.989258
	Iteration 21Q: 3 clusters Score -9687691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -9687702.000000 Penalty: 5383.989258
	Iteration 22Q: 3 clusters Score -9687702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -9687709.000000 Penalty: 5383.989258
	Iteration 23Q: 3 clusters Score -9687709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -9687716.000000 Penalty: 5383.989258
	Iteration 24Q: 3 clusters Score -9687716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -9687725.000000 Penalty: 5383.989258
	Iteration 25Q: 3 clusters Score -9687725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -9687725.000000 Penalty: 5383.989258
	Iteration 26Q: 3 clusters Score -9687725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -9687720.000000 Penalty: 5383.989258
	Iteration 27Q: 3 clusters Score -9687720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -9687725.000000 Penalty: 5383.989258
	Iteration 28Q: 3 clusters Score -9687725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -9687731.000000 Penalty: 5383.989258
	Iteration 29Q: 3 clusters Score -9687731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -9687731.000000 Penalty: 5383.989258
	Iteration 30Q: 3 clusters Score -9687731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -9687737.000000 Penalty: 5383.989258
	Iteration 31Q: 3 clusters Score -9687737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -9687734.000000 Penalty: 5383.989258
	Iteration 32Q: 3 clusters Score -9687734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -9687738.000000 Penalty: 5383.989258
	Iteration 33Q: 3 clusters Score -9687738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -9687738.000000 Penalty: 5383.989258
	Iteration 34F: 3 clusters Score -9687738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -69153.023438 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -69153.02 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 231 members 
Entering Unmasked Estep 
Score: -67897.039062 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -67897.04 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68276.304688 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -68276.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68394.648438 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -68394.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68452.718750 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -68452.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68487.625000 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -68487.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68516.890625 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -68516.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68544.507812 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -68544.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68546.195312 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -68546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68550.304688 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -68550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68555.007812 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -68555.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68556.257812 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -68556.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68556.257812 Penalty: 3025.758301
	Iteration 11F: 3 clusters Score -68556.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Entering Unmasked Estep 
Score: -8168420.000000 Penalty: 2649.405762
	Iteration 0F: 2 clusters Score -8168420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -8140844.000000 Penalty: 5298.811523
	Iteration 0F: 3 clusters Score -8140844 nChanged 19842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8151872.000000 Penalty: 5298.811523
	Iteration 1F: 3 clusters Score -8151872 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -8152465.000000 Penalty: 5298.811523
	Iteration 2Q: 3 clusters Score -8152465 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -8153134.000000 Penalty: 5298.811523
	Iteration 3Q: 3 clusters Score -8153134 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -8153827.000000 Penalty: 5298.811523
	Iteration 4Q: 3 clusters Score -8153827 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -8154641.500000 Penalty: 5298.811523
	Iteration 5Q: 3 clusters Score -8154642 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -8155798.000000 Penalty: 5298.811523
	Iteration 6Q: 3 clusters Score -8155798 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -8157279.000000 Penalty: 5298.811523
	Iteration 7Q: 3 clusters Score -8157279 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -8158910.000000 Penalty: 5298.811523
	Iteration 8F: 3 clusters Score -8158910 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -8160709.500000 Penalty: 5298.811523
	Iteration 9F: 3 clusters Score -8160710 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -8162135.500000 Penalty: 5298.811523
	Iteration 10Q: 3 clusters Score -8162136 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -8163201.500000 Penalty: 5298.811523
	Iteration 11Q: 3 clusters Score -8163202 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -8163973.000000 Penalty: 5298.811523
	Iteration 12Q: 3 clusters Score -8163973 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -8164481.000000 Penalty: 5298.811523
	Iteration 13Q: 3 clusters Score -8164481 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -8164799.500000 Penalty: 5298.811523
	Iteration 14Q: 3 clusters Score -8164800 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -8165106.500000 Penalty: 5298.811523
	Iteration 15Q: 3 clusters Score -8165106 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -8165299.500000 Penalty: 5298.811523
	Iteration 16Q: 3 clusters Score -8165300 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8165510 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -8165699.500000 Penalty: 5298.811523
	Iteration 18Q: 3 clusters Score -8165700 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8165883 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -8165932.000000 Penalty: 5298.811523
	Iteration 20F: 3 clusters Score -8165932 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8166020 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -8166079.500000 Penalty: 5298.811523
	Iteration 22Q: 3 clusters Score -8166080 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -8166164.000000 Penalty: 5298.811523
	Iteration 23Q: 3 clusters Score -8166164 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -8166257.500000 Penalty: 5298.811523
	Iteration 24Q: 3 clusters Score -8166258 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -8166289.500000 Penalty: 5298.811523
	Iteration 25Q: 3 clusters Score -8166290 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -8166295.500000 Penalty: 5298.811523
	Iteration 26Q: 3 clusters Score -8166296 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -8166379.000000 Penalty: 5298.811523
	Iteration 27Q: 3 clusters Score -8166379 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -8166404.500000 Penalty: 5298.811523
	Iteration 28Q: 3 clusters Score -8166404 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -8166431.000000 Penalty: 5298.811523
	Iteration 29Q: 3 clusters Score -8166431 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -8166471.000000 Penalty: 5298.811523
	Iteration 30Q: 3 clusters Score -8166471 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -8166501.500000 Penalty: 5298.811523
	Iteration 31Q: 3 clusters Score -8166502 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -8166536.000000 Penalty: 5298.811523
	Iteration 32Q: 3 clusters Score -8166536 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -8166546.500000 Penalty: 5298.811523
	Iteration 33Q: 3 clusters Score -8166546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -8166553.000000 Penalty: 5298.811523
	Iteration 34Q: 3 clusters Score -8166553 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -8166562.000000 Penalty: 5298.811523
	Iteration 35Q: 3 clusters Score -8166562 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -8166588.000000 Penalty: 5298.811523
	Iteration 36Q: 3 clusters Score -8166588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -8166602.000000 Penalty: 5298.811523
	Iteration 37Q: 3 clusters Score -8166602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -8166612.500000 Penalty: 5298.811523
	Iteration 38Q: 3 clusters Score -8166612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -8166608.500000 Penalty: 5298.811523
	Iteration 39Q: 3 clusters Score -8166608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -8166623.000000 Penalty: 5298.811523
	Iteration 40F: 3 clusters Score -8166623 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -8166635.500000 Penalty: 5298.811523
	Iteration 41Q: 3 clusters Score -8166636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -8166632.500000 Penalty: 5298.811523
	Iteration 42Q: 3 clusters Score -8166632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -8166632.500000 Penalty: 5298.811523
	Iteration 43Q: 3 clusters Score -8166632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -8166633.000000 Penalty: 5298.811523
	Iteration 44Q: 3 clusters Score -8166633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -8166642.000000 Penalty: 5298.811523
	Iteration 45Q: 3 clusters Score -8166642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -8166639.000000 Penalty: 5298.811523
	Iteration 46Q: 3 clusters Score -8166639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8166634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -8166626.500000 Penalty: 5298.811523
	Iteration 48Q: 3 clusters Score -8166626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -8166621.000000 Penalty: 5298.811523
	Iteration 49Q: 3 clusters Score -8166621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -8166609.500000 Penalty: 5298.811523
	Iteration 50Q: 3 clusters Score -8166610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -8166624.500000 Penalty: 5298.811523
	Iteration 51Q: 3 clusters Score -8166624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -8166611.500000 Penalty: 5298.811523
	Iteration 52Q: 3 clusters Score -8166612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -8166617.500000 Penalty: 5298.811523
	Iteration 53Q: 3 clusters Score -8166618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -8166623.000000 Penalty: 5298.811523
	Iteration 54Q: 3 clusters Score -8166623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -8166628.000000 Penalty: 5298.811523
	Iteration 55Q: 3 clusters Score -8166628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -8166626.000000 Penalty: 5298.811523
	Iteration 56Q: 3 clusters Score -8166626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -8166620.500000 Penalty: 5298.811523
	Iteration 57Q: 3 clusters Score -8166620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -8166622.500000 Penalty: 5298.811523
	Iteration 58Q: 3 clusters Score -8166622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -8166622.500000 Penalty: 5298.811523
	Iteration 59Q: 3 clusters Score -8166622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -8166630.000000 Penalty: 5298.811523
	Iteration 60F: 3 clusters Score -8166630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -8166620.500000 Penalty: 5298.811523
	Iteration 61Q: 3 clusters Score -8166620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -8166641.000000 Penalty: 5298.811523
	Iteration 62Q: 3 clusters Score -8166641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -8166646.500000 Penalty: 5298.811523
	Iteration 63Q: 3 clusters Score -8166646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -8166648.000000 Penalty: 5298.811523
	Iteration 64Q: 3 clusters Score -8166648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -8166657.000000 Penalty: 5298.811523
	Iteration 65Q: 3 clusters Score -8166657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -8166662.500000 Penalty: 5298.811523
	Iteration 66Q: 3 clusters Score -8166662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -8166670.500000 Penalty: 5298.811523
	Iteration 67Q: 3 clusters Score -8166670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -8166679.500000 Penalty: 5298.811523
	Iteration 68Q: 3 clusters Score -8166680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -8166681.000000 Penalty: 5298.811523
	Iteration 69Q: 3 clusters Score -8166681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -8166680.500000 Penalty: 5298.811523
	Iteration 70Q: 3 clusters Score -8166680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -8166665.500000 Penalty: 5298.811523
	Iteration 71Q: 3 clusters Score -8166666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -8166669.000000 Penalty: 5298.811523
	Iteration 72Q: 3 clusters Score -8166669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -8166671.500000 Penalty: 5298.811523
	Iteration 73Q: 3 clusters Score -8166672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -8166687.000000 Penalty: 5298.811523
	Iteration 74Q: 3 clusters Score -8166687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -8166686.000000 Penalty: 5298.811523
	Iteration 75Q: 3 clusters Score -8166686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -8166699.000000 Penalty: 5298.811523
	Iteration 76Q: 3 clusters Score -8166699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -8166721.500000 Penalty: 5298.811523
	Iteration 77Q: 3 clusters Score -8166722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -8166727.500000 Penalty: 5298.811523
	Iteration 78Q: 3 clusters Score -8166728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -8166724.000000 Penalty: 5298.811523
	Iteration 79Q: 3 clusters Score -8166724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -8166714.500000 Penalty: 5298.811523
	Iteration 80F: 3 clusters Score -8166714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -8166717.500000 Penalty: 5298.811523
	Iteration 81Q: 3 clusters Score -8166718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -8166729.500000 Penalty: 5298.811523
	Iteration 82Q: 3 clusters Score -8166730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -8166734.500000 Penalty: 5298.811523
	Iteration 83Q: 3 clusters Score -8166734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -8166739.000000 Penalty: 5298.811523
	Iteration 84Q: 3 clusters Score -8166739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -8166743.500000 Penalty: 5298.811523
	Iteration 85Q: 3 clusters Score -8166744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -8166747.500000 Penalty: 5298.811523
	Iteration 86Q: 3 clusters Score -8166748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -8166751.500000 Penalty: 5298.811523
	Iteration 87Q: 3 clusters Score -8166752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -8166751.000000 Penalty: 5298.811523
	Iteration 88Q: 3 clusters Score -8166751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -8166740.000000 Penalty: 5298.811523
	Iteration 89Q: 3 clusters Score -8166740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -8166733.500000 Penalty: 5298.811523
	Iteration 90Q: 3 clusters Score -8166734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -8166733.000000 Penalty: 5298.811523
	Iteration 91Q: 3 clusters Score -8166733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -8166737.000000 Penalty: 5298.811523
	Iteration 92Q: 3 clusters Score -8166737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -8166734.500000 Penalty: 5298.811523
	Iteration 93Q: 3 clusters Score -8166734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -8166733.500000 Penalty: 5298.811523
	Iteration 94Q: 3 clusters Score -8166734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -8166743.500000 Penalty: 5298.811523
	Iteration 95Q: 3 clusters Score -8166744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8166744 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -8166744.000000 Penalty: 5298.811523
	Iteration 97F: 3 clusters Score -8166744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -54593.273438 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -54593.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53292.429688 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -53292.43 nChanged 39
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: -53404.781250 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -53404.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53463.625000 Penalty: 2861.087158
	Iteration 2Q: 3 clusters Score -53463.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53484.269531 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -53484.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53504.074219 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -53504.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53528.367188 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -53528.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53537.003906 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -53537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53541.859375 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -53541.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53544.894531 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -53544.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53560.992188 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -53560.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53597.605469 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -53597.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53606.539062 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -53606.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53609.269531 Penalty: 2861.087158
	Iteration 12Q: 3 clusters Score -53609.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53614.125000 Penalty: 2861.087158
	Iteration 13Q: 3 clusters Score -53614.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53614.125000 Penalty: 2861.087158
	Iteration 14F: 3 clusters Score -53614.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -435032.656250 Penalty: 1933.524414
	Iteration 0F: 2 clusters Score -435032.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -432108.687500 Penalty: 3867.048828
	Iteration 0F: 3 clusters Score -432108.7 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -432614.843750 Penalty: 3867.048828
	Iteration 1F: 3 clusters Score -432614.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -432752.156250 Penalty: 3867.048828
	Iteration 2F: 3 clusters Score -432752.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -432820.750000 Penalty: 3867.048828
	Iteration 3Q: 3 clusters Score -432820.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -432870.031250 Penalty: 3867.048828
	Iteration 4Q: 3 clusters Score -432870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -432906.843750 Penalty: 3867.048828
	Iteration 5Q: 3 clusters Score -432906.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -432932.468750 Penalty: 3867.048828
	Iteration 6Q: 3 clusters Score -432932.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -432950.687500 Penalty: 3867.048828
	Iteration 7Q: 3 clusters Score -432950.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -432968.281250 Penalty: 3867.048828
	Iteration 8Q: 3 clusters Score -432968.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -432985.625000 Penalty: 3867.048828
	Iteration 9Q: 3 clusters Score -432985.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -432998.531250 Penalty: 3867.048828
	Iteration 10Q: 3 clusters Score -432998.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -433011.562500 Penalty: 3867.048828
	Iteration 11Q: 3 clusters Score -433011.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -433021.531250 Penalty: 3867.048828
	Iteration 12Q: 3 clusters Score -433021.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -433034.281250 Penalty: 3867.048828
	Iteration 13Q: 3 clusters Score -433034.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -433041.718750 Penalty: 3867.048828
	Iteration 14Q: 3 clusters Score -433041.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -433046.062500 Penalty: 3867.048828
	Iteration 15Q: 3 clusters Score -433046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -433048.531250 Penalty: 3867.048828
	Iteration 16Q: 3 clusters Score -433048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -433051.187500 Penalty: 3867.048828
	Iteration 17Q: 3 clusters Score -433051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -433052.437500 Penalty: 3867.048828
	Iteration 18Q: 3 clusters Score -433052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -433052.531250 Penalty: 3867.048828
	Iteration 19Q: 3 clusters Score -433052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -433052.968750 Penalty: 3867.048828
	Iteration 20F: 3 clusters Score -433053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -433056.000000 Penalty: 3867.048828
	Iteration 21Q: 3 clusters Score -433056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -433056.937500 Penalty: 3867.048828
	Iteration 22Q: 3 clusters Score -433056.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -433057.750000 Penalty: 3867.048828
	Iteration 23Q: 3 clusters Score -433057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -433058.062500 Penalty: 3867.048828
	Iteration 24Q: 3 clusters Score -433058.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -433058.062500 Penalty: 3867.048828
	Iteration 25F: 3 clusters Score -433058.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Entering Unmasked Estep 
Score: -4022784.000000 Penalty: 2476.799072
	Iteration 0F: 2 clusters Score -4022784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4007520.250000 Penalty: 4953.598145
	Iteration 0F: 3 clusters Score -4007520 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4012651.750000 Penalty: 4953.598145
	Iteration 1F: 3 clusters Score -4012652 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -4013068.750000 Penalty: 4953.598145
	Iteration 2F: 3 clusters Score -4013069 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -4013411.000000 Penalty: 4953.598145
	Iteration 3Q: 3 clusters Score -4013411 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -4013719.250000 Penalty: 4953.598145
	Iteration 4Q: 3 clusters Score -4013719 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -4013999.000000 Penalty: 4953.598145
	Iteration 5Q: 3 clusters Score -4013999 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -4014269.250000 Penalty: 4953.598145
	Iteration 6Q: 3 clusters Score -4014269 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -4014576.750000 Penalty: 4953.598145
	Iteration 7Q: 3 clusters Score -4014577 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4014954.750000 Penalty: 4953.598145
	Iteration 8Q: 3 clusters Score -4014955 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -4015398.750000 Penalty: 4953.598145
	Iteration 9Q: 3 clusters Score -4015399 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -4015915.750000 Penalty: 4953.598145
	Iteration 10Q: 3 clusters Score -4015916 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -4016503.000000 Penalty: 4953.598145
	Iteration 11Q: 3 clusters Score -4016503 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -4017202.000000 Penalty: 4953.598145
	Iteration 12Q: 3 clusters Score -4017202 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -4017819.000000 Penalty: 4953.598145
	Iteration 13Q: 3 clusters Score -4017819 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -4018218.250000 Penalty: 4953.598145
	Iteration 14Q: 3 clusters Score -4018218 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4018428.750000 Penalty: 4953.598145
	Iteration 15Q: 3 clusters Score -4018429 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4018581.000000 Penalty: 4953.598145
	Iteration 16Q: 3 clusters Score -4018581 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4018697.750000 Penalty: 4953.598145
	Iteration 17Q: 3 clusters Score -4018698 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4018830.000000 Penalty: 4953.598145
	Iteration 18Q: 3 clusters Score -4018830 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4018918.000000 Penalty: 4953.598145
	Iteration 19Q: 3 clusters Score -4018918 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -4019033.000000 Penalty: 4953.598145
	Iteration 20F: 3 clusters Score -4019033 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -4019144.000000 Penalty: 4953.598145
	Iteration 21Q: 3 clusters Score -4019144 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -4019214.750000 Penalty: 4953.598145
	Iteration 22Q: 3 clusters Score -4019215 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -4019277.250000 Penalty: 4953.598145
	Iteration 23Q: 3 clusters Score -4019277 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -4019332.000000 Penalty: 4953.598145
	Iteration 24Q: 3 clusters Score -4019332 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -4019396.250000 Penalty: 4953.598145
	Iteration 25Q: 3 clusters Score -4019396 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -4019454.250000 Penalty: 4953.598145
	Iteration 26Q: 3 clusters Score -4019454 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4019514.000000 Penalty: 4953.598145
	Iteration 27Q: 3 clusters Score -4019514 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -4019570.750000 Penalty: 4953.598145
	Iteration 28Q: 3 clusters Score -4019571 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -4019639.250000 Penalty: 4953.598145
	Iteration 29Q: 3 clusters Score -4019639 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -4019689.000000 Penalty: 4953.598145
	Iteration 30Q: 3 clusters Score -4019689 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -4019731.500000 Penalty: 4953.598145
	Iteration 31Q: 3 clusters Score -4019732 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4019787.500000 Penalty: 4953.598145
	Iteration 32Q: 3 clusters Score -4019788 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -4019824.750000 Penalty: 4953.598145
	Iteration 33Q: 3 clusters Score -4019825 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4019866.250000 Penalty: 4953.598145
	Iteration 34Q: 3 clusters Score -4019866 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -4019914.250000 Penalty: 4953.598145
	Iteration 35Q: 3 clusters Score -4019914 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4019978.000000 Penalty: 4953.598145
	Iteration 36Q: 3 clusters Score -4019978 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -4020036.000000 Penalty: 4953.598145
	Iteration 37Q: 3 clusters Score -4020036 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4020072.500000 Penalty: 4953.598145
	Iteration 38Q: 3 clusters Score -4020072 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -4020120.000000 Penalty: 4953.598145
	Iteration 39Q: 3 clusters Score -4020120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -4020157.750000 Penalty: 4953.598145
	Iteration 40F: 3 clusters Score -4020158 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4020177.500000 Penalty: 4953.598145
	Iteration 41Q: 3 clusters Score -4020178 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -4020220.750000 Penalty: 4953.598145
	Iteration 42Q: 3 clusters Score -4020221 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4020252.250000 Penalty: 4953.598145
	Iteration 43Q: 3 clusters Score -4020252 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4020286.750000 Penalty: 4953.598145
	Iteration 44Q: 3 clusters Score -4020287 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -4020311.500000 Penalty: 4953.598145
	Iteration 45Q: 3 clusters Score -4020312 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -4020327.500000 Penalty: 4953.598145
	Iteration 46Q: 3 clusters Score -4020328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4020333.750000 Penalty: 4953.598145
	Iteration 47Q: 3 clusters Score -4020334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4020353.500000 Penalty: 4953.598145
	Iteration 48Q: 3 clusters Score -4020354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4020371.000000 Penalty: 4953.598145
	Iteration 49Q: 3 clusters Score -4020371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4020386.500000 Penalty: 4953.598145
	Iteration 50Q: 3 clusters Score -4020386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -4020399.000000 Penalty: 4953.598145
	Iteration 51Q: 3 clusters Score -4020399 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -4020416.500000 Penalty: 4953.598145
	Iteration 52Q: 3 clusters Score -4020416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4020438.250000 Penalty: 4953.598145
	Iteration 53Q: 3 clusters Score -4020438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -4020445.250000 Penalty: 4953.598145
	Iteration 54Q: 3 clusters Score -4020445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4020448.500000 Penalty: 4953.598145
	Iteration 55Q: 3 clusters Score -4020448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -4020459.500000 Penalty: 4953.598145
	Iteration 56Q: 3 clusters Score -4020460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4020472.500000 Penalty: 4953.598145
	Iteration 57Q: 3 clusters Score -4020472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4020471.750000 Penalty: 4953.598145
	Iteration 58Q: 3 clusters Score -4020472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4020473.250000 Penalty: 4953.598145
	Iteration 59Q: 3 clusters Score -4020473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4020484.500000 Penalty: 4953.598145
	Iteration 60F: 3 clusters Score -4020484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4020495.000000 Penalty: 4953.598145
	Iteration 61Q: 3 clusters Score -4020495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -4020506.000000 Penalty: 4953.598145
	Iteration 62Q: 3 clusters Score -4020506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4020512.000000 Penalty: 4953.598145
	Iteration 63Q: 3 clusters Score -4020512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -4020520.250000 Penalty: 4953.598145
	Iteration 64Q: 3 clusters Score -4020520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4020533.250000 Penalty: 4953.598145
	Iteration 65Q: 3 clusters Score -4020533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -4020541.000000 Penalty: 4953.598145
	Iteration 66Q: 3 clusters Score -4020541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4020538.000000 Penalty: 4953.598145
	Iteration 67Q: 3 clusters Score -4020538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4020547.000000 Penalty: 4953.598145
	Iteration 68Q: 3 clusters Score -4020547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4020552.000000 Penalty: 4953.598145
	Iteration 69Q: 3 clusters Score -4020552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4020560.500000 Penalty: 4953.598145
	Iteration 70Q: 3 clusters Score -4020560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4020567.750000 Penalty: 4953.598145
	Iteration 71Q: 3 clusters Score -4020568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -4020574.750000 Penalty: 4953.598145
	Iteration 72Q: 3 clusters Score -4020575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4020570.500000 Penalty: 4953.598145
	Iteration 73Q: 3 clusters Score -4020570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4020587.000000 Penalty: 4953.598145
	Iteration 74Q: 3 clusters Score -4020587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -4020595.250000 Penalty: 4953.598145
	Iteration 75Q: 3 clusters Score -4020595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -4020597.500000 Penalty: 4953.598145
	Iteration 76Q: 3 clusters Score -4020598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4020606.750000 Penalty: 4953.598145
	Iteration 77Q: 3 clusters Score -4020607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4020607.500000 Penalty: 4953.598145
	Iteration 78Q: 3 clusters Score -4020608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4020604.250000 Penalty: 4953.598145
	Iteration 79Q: 3 clusters Score -4020604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4020601.750000 Penalty: 4953.598145
	Iteration 80F: 3 clusters Score -4020602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4020609.000000 Penalty: 4953.598145
	Iteration 81Q: 3 clusters Score -4020609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4020612.500000 Penalty: 4953.598145
	Iteration 82Q: 3 clusters Score -4020612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -4020610.250000 Penalty: 4953.598145
	Iteration 83Q: 3 clusters Score -4020610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4020611.500000 Penalty: 4953.598145
	Iteration 84Q: 3 clusters Score -4020612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -4020612.500000 Penalty: 4953.598145
	Iteration 85Q: 3 clusters Score -4020612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4020619.500000 Penalty: 4953.598145
	Iteration 86Q: 3 clusters Score -4020620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -4020619.250000 Penalty: 4953.598145
	Iteration 87Q: 3 clusters Score -4020619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4020623.500000 Penalty: 4953.598145
	Iteration 88Q: 3 clusters Score -4020624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4020629.750000 Penalty: 4953.598145
	Iteration 89Q: 3 clusters Score -4020630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4020627.000000 Penalty: 4953.598145
	Iteration 90Q: 3 clusters Score -4020627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -4020629.000000 Penalty: 4953.598145
	Iteration 91Q: 3 clusters Score -4020629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4020623.750000 Penalty: 4953.598145
	Iteration 92Q: 3 clusters Score -4020624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4020623.750000 Penalty: 4953.598145
	Iteration 93F: 3 clusters Score -4020624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Entering Unmasked Estep 
Score: -6260884.000000 Penalty: 2592.099365
	Iteration 0F: 2 clusters Score -6260884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -6237319.500000 Penalty: 5184.198730
	Iteration 0F: 3 clusters Score -6237320 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -6245786.000000 Penalty: 5184.198730
	Iteration 1F: 3 clusters Score -6245786 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -6246134.000000 Penalty: 5184.198730
	Iteration 2Q: 3 clusters Score -6246134 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -6246408.000000 Penalty: 5184.198730
	Iteration 3Q: 3 clusters Score -6246408 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -6246678.000000 Penalty: 5184.198730
	Iteration 4Q: 3 clusters Score -6246678 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -6246904.000000 Penalty: 5184.198730
	Iteration 5Q: 3 clusters Score -6246904 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -6247060.500000 Penalty: 5184.198730
	Iteration 6Q: 3 clusters Score -6247060 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -6247255.000000 Penalty: 5184.198730
	Iteration 7Q: 3 clusters Score -6247255 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -6247495.500000 Penalty: 5184.198730
	Iteration 8Q: 3 clusters Score -6247496 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -6247784.500000 Penalty: 5184.198730
	Iteration 9Q: 3 clusters Score -6247784 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -6248291.500000 Penalty: 5184.198730
	Iteration 10Q: 3 clusters Score -6248292 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -6249009.500000 Penalty: 5184.198730
	Iteration 11Q: 3 clusters Score -6249010 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -6250081.000000 Penalty: 5184.198730
	Iteration 12F: 3 clusters Score -6250081 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -6251518.500000 Penalty: 5184.198730
	Iteration 13F: 3 clusters Score -6251518 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -6253257.000000 Penalty: 5184.198730
	Iteration 14F: 3 clusters Score -6253257 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -6254985.500000 Penalty: 5184.198730
	Iteration 15F: 3 clusters Score -6254986 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6256348.000000 Penalty: 5184.198730
	Iteration 16Q: 3 clusters Score -6256348 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6257288.500000 Penalty: 5184.198730
	Iteration 17Q: 3 clusters Score -6257288 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6257923.000000 Penalty: 5184.198730
	Iteration 18Q: 3 clusters Score -6257923 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6258234.500000 Penalty: 5184.198730
	Iteration 19Q: 3 clusters Score -6258234 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6258407.500000 Penalty: 5184.198730
	Iteration 20F: 3 clusters Score -6258408 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6258509.000000 Penalty: 5184.198730
	Iteration 21Q: 3 clusters Score -6258509 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6258571.500000 Penalty: 5184.198730
	Iteration 22Q: 3 clusters Score -6258572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6258609.000000 Penalty: 5184.198730
	Iteration 23Q: 3 clusters Score -6258609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6258619.500000 Penalty: 5184.198730
	Iteration 24Q: 3 clusters Score -6258620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6258638.500000 Penalty: 5184.198730
	Iteration 25Q: 3 clusters Score -6258638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6258657.500000 Penalty: 5184.198730
	Iteration 26Q: 3 clusters Score -6258658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6258671.500000 Penalty: 5184.198730
	Iteration 27Q: 3 clusters Score -6258672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6258686.000000 Penalty: 5184.198730
	Iteration 28Q: 3 clusters Score -6258686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6258690.500000 Penalty: 5184.198730
	Iteration 29Q: 3 clusters Score -6258690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6258699.000000 Penalty: 5184.198730
	Iteration 30Q: 3 clusters Score -6258699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6258718.000000 Penalty: 5184.198730
	Iteration 31Q: 3 clusters Score -6258718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6258724.000000 Penalty: 5184.198730
	Iteration 32Q: 3 clusters Score -6258724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6258732.500000 Penalty: 5184.198730
	Iteration 33Q: 3 clusters Score -6258732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6258749.500000 Penalty: 5184.198730
	Iteration 34Q: 3 clusters Score -6258750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6258754.500000 Penalty: 5184.198730
	Iteration 35Q: 3 clusters Score -6258754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6258762.500000 Penalty: 5184.198730
	Iteration 36Q: 3 clusters Score -6258762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6258764.000000 Penalty: 5184.198730
	Iteration 37Q: 3 clusters Score -6258764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6258766.000000 Penalty: 5184.198730
	Iteration 38Q: 3 clusters Score -6258766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6258766.000000 Penalty: 5184.198730
	Iteration 39F: 3 clusters Score -6258766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Entering Unmasked Estep 
Score: -1187698.875000 Penalty: 2171.618164
	Iteration 0F: 2 clusters Score -1187699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1182264.750000 Penalty: 4343.236328
	Iteration 0F: 3 clusters Score -1182265 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1183644.875000 Penalty: 4343.236328
	Iteration 1F: 3 clusters Score -1183645 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1183862.625000 Penalty: 4343.236328
	Iteration 2F: 3 clusters Score -1183863 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1184014.500000 Penalty: 4343.236328
	Iteration 3F: 3 clusters Score -1184014 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1184126.625000 Penalty: 4343.236328
	Iteration 4Q: 3 clusters Score -1184127 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1184212.000000 Penalty: 4343.236328
	Iteration 5Q: 3 clusters Score -1184212 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1184260.125000 Penalty: 4343.236328
	Iteration 6Q: 3 clusters Score -1184260 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1184295.625000 Penalty: 4343.236328
	Iteration 7Q: 3 clusters Score -1184296 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1184330.750000 Penalty: 4343.236328
	Iteration 8Q: 3 clusters Score -1184331 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1184361.375000 Penalty: 4343.236328
	Iteration 9Q: 3 clusters Score -1184361 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1184384.500000 Penalty: 4343.236328
	Iteration 10Q: 3 clusters Score -1184384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1184406.500000 Penalty: 4343.236328
	Iteration 11Q: 3 clusters Score -1184406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1184426.500000 Penalty: 4343.236328
	Iteration 12Q: 3 clusters Score -1184426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1184436.625000 Penalty: 4343.236328
	Iteration 13Q: 3 clusters Score -1184437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1184457.875000 Penalty: 4343.236328
	Iteration 14Q: 3 clusters Score -1184458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1184473.250000 Penalty: 4343.236328
	Iteration 15Q: 3 clusters Score -1184473 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1184498.125000 Penalty: 4343.236328
	Iteration 16Q: 3 clusters Score -1184498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1184524.875000 Penalty: 4343.236328
	Iteration 17Q: 3 clusters Score -1184525 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1184544.000000 Penalty: 4343.236328
	Iteration 18Q: 3 clusters Score -1184544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1184564.500000 Penalty: 4343.236328
	Iteration 19Q: 3 clusters Score -1184564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1184579.250000 Penalty: 4343.236328
	Iteration 20F: 3 clusters Score -1184579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1184590.500000 Penalty: 4343.236328
	Iteration 21Q: 3 clusters Score -1184590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1184604.500000 Penalty: 4343.236328
	Iteration 22Q: 3 clusters Score -1184604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1184618.750000 Penalty: 4343.236328
	Iteration 23Q: 3 clusters Score -1184619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1184631.125000 Penalty: 4343.236328
	Iteration 24Q: 3 clusters Score -1184631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1184645.375000 Penalty: 4343.236328
	Iteration 25Q: 3 clusters Score -1184645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1184661.625000 Penalty: 4343.236328
	Iteration 26Q: 3 clusters Score -1184662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1184673.625000 Penalty: 4343.236328
	Iteration 27Q: 3 clusters Score -1184674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1184688.750000 Penalty: 4343.236328
	Iteration 28Q: 3 clusters Score -1184689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1184705.875000 Penalty: 4343.236328
	Iteration 29Q: 3 clusters Score -1184706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1184730.625000 Penalty: 4343.236328
	Iteration 30Q: 3 clusters Score -1184731 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1184753.000000 Penalty: 4343.236328
	Iteration 31Q: 3 clusters Score -1184753 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1184777.500000 Penalty: 4343.236328
	Iteration 32Q: 3 clusters Score -1184778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1184802.375000 Penalty: 4343.236328
	Iteration 33Q: 3 clusters Score -1184802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1184832.375000 Penalty: 4343.236328
	Iteration 34Q: 3 clusters Score -1184832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1184870.875000 Penalty: 4343.236328
	Iteration 35Q: 3 clusters Score -1184871 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1184921.625000 Penalty: 4343.236328
	Iteration 36Q: 3 clusters Score -1184922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1184974.625000 Penalty: 4343.236328
	Iteration 37Q: 3 clusters Score -1184975 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1185030.000000 Penalty: 4343.236328
	Iteration 38Q: 3 clusters Score -1185030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1185093.500000 Penalty: 4343.236328
	Iteration 39Q: 3 clusters Score -1185094 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1185156.875000 Penalty: 4343.236328
	Iteration 40F: 3 clusters Score -1185157 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1185209.125000 Penalty: 4343.236328
	Iteration 41Q: 3 clusters Score -1185209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1185253.375000 Penalty: 4343.236328
	Iteration 42Q: 3 clusters Score -1185253 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1185309.125000 Penalty: 4343.236328
	Iteration 43Q: 3 clusters Score -1185309 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1185348.875000 Penalty: 4343.236328
	Iteration 44Q: 3 clusters Score -1185349 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1185388.750000 Penalty: 4343.236328
	Iteration 45Q: 3 clusters Score -1185389 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1185424.875000 Penalty: 4343.236328
	Iteration 46Q: 3 clusters Score -1185425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1185458.250000 Penalty: 4343.236328
	Iteration 47Q: 3 clusters Score -1185458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1185496.750000 Penalty: 4343.236328
	Iteration 48Q: 3 clusters Score -1185497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1185527.250000 Penalty: 4343.236328
	Iteration 49Q: 3 clusters Score -1185527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1185550.875000 Penalty: 4343.236328
	Iteration 50Q: 3 clusters Score -1185551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1185573.875000 Penalty: 4343.236328
	Iteration 51Q: 3 clusters Score -1185574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1185597.250000 Penalty: 4343.236328
	Iteration 52Q: 3 clusters Score -1185597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1185615.500000 Penalty: 4343.236328
	Iteration 53Q: 3 clusters Score -1185616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1185626.125000 Penalty: 4343.236328
	Iteration 54Q: 3 clusters Score -1185626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1185634.750000 Penalty: 4343.236328
	Iteration 55Q: 3 clusters Score -1185635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1185644.250000 Penalty: 4343.236328
	Iteration 56Q: 3 clusters Score -1185644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1185652.625000 Penalty: 4343.236328
	Iteration 57Q: 3 clusters Score -1185653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1185660.375000 Penalty: 4343.236328
	Iteration 58Q: 3 clusters Score -1185660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1185667.500000 Penalty: 4343.236328
	Iteration 59Q: 3 clusters Score -1185668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1185675.250000 Penalty: 4343.236328
	Iteration 60F: 3 clusters Score -1185675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1185679.750000 Penalty: 4343.236328
	Iteration 61Q: 3 clusters Score -1185680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1185686.500000 Penalty: 4343.236328
	Iteration 62Q: 3 clusters Score -1185686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1185690.750000 Penalty: 4343.236328
	Iteration 63Q: 3 clusters Score -1185691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1185697.375000 Penalty: 4343.236328
	Iteration 64Q: 3 clusters Score -1185697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1185703.625000 Penalty: 4343.236328
	Iteration 65Q: 3 clusters Score -1185704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1185709.125000 Penalty: 4343.236328
	Iteration 66Q: 3 clusters Score -1185709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1185724.375000 Penalty: 4343.236328
	Iteration 67Q: 3 clusters Score -1185724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1185736.500000 Penalty: 4343.236328
	Iteration 68Q: 3 clusters Score -1185736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1185747.500000 Penalty: 4343.236328
	Iteration 69Q: 3 clusters Score -1185748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1185760.625000 Penalty: 4343.236328
	Iteration 70Q: 3 clusters Score -1185761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1185765.125000 Penalty: 4343.236328
	Iteration 71Q: 3 clusters Score -1185765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1185769.875000 Penalty: 4343.236328
	Iteration 72Q: 3 clusters Score -1185770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1185772.750000 Penalty: 4343.236328
	Iteration 73Q: 3 clusters Score -1185773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1185774.875000 Penalty: 4343.236328
	Iteration 74Q: 3 clusters Score -1185775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1185781.125000 Penalty: 4343.236328
	Iteration 75Q: 3 clusters Score -1185781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1185785.250000 Penalty: 4343.236328
	Iteration 76Q: 3 clusters Score -1185785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1185784.625000 Penalty: 4343.236328
	Iteration 77Q: 3 clusters Score -1185785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1185788.875000 Penalty: 4343.236328
	Iteration 78Q: 3 clusters Score -1185789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1185793.750000 Penalty: 4343.236328
	Iteration 79Q: 3 clusters Score -1185794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1185795.125000 Penalty: 4343.236328
	Iteration 80F: 3 clusters Score -1185795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (53731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Entering Unmasked Estep 
Score: -10033091.000000 Penalty: 2701.152832
	Iteration 0F: 2 clusters Score -1.003309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -10000134.000000 Penalty: 5402.305664
	Iteration 0F: 3 clusters Score -1.000013e+07 nChanged 24756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -10013725.000000 Penalty: 5402.305664
	Iteration 1F: 3 clusters Score -1.001372e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -10014409.000000 Penalty: 5402.305664
	Iteration 2Q: 3 clusters Score -1.001441e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -10015208.000000 Penalty: 5402.305664
	Iteration 3Q: 3 clusters Score -1.001521e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -10016471.000000 Penalty: 5402.305664
	Iteration 4F: 3 clusters Score -1.001647e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -10018460.000000 Penalty: 5402.305664
	Iteration 5F: 3 clusters Score -1.001846e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -10021148.000000 Penalty: 5402.305664
	Iteration 6F: 3 clusters Score -1.002115e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -10024538.000000 Penalty: 5402.305664
	Iteration 7F: 3 clusters Score -1.002454e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -10026676.000000 Penalty: 5402.305664
	Iteration 8F: 3 clusters Score -1.002668e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -10028792.000000 Penalty: 5402.305664
	Iteration 9Q: 3 clusters Score -1.002879e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -10029876.000000 Penalty: 5402.305664
	Iteration 10Q: 3 clusters Score -1.002988e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -10030300.000000 Penalty: 5402.305664
	Iteration 11Q: 3 clusters Score -1.00303e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -10030558.000000 Penalty: 5402.305664
	Iteration 12Q: 3 clusters Score -1.003056e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -10030655.000000 Penalty: 5402.305664
	Iteration 13Q: 3 clusters Score -1.003066e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -10030692.000000 Penalty: 5402.305664
	Iteration 14Q: 3 clusters Score -1.003069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -10030719.000000 Penalty: 5402.305664
	Iteration 15Q: 3 clusters Score -1.003072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -10030732.000000 Penalty: 5402.305664
	Iteration 16Q: 3 clusters Score -1.003073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -10030741.000000 Penalty: 5402.305664
	Iteration 17Q: 3 clusters Score -1.003074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -10030751.000000 Penalty: 5402.305664
	Iteration 18Q: 3 clusters Score -1.003075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -10030753.000000 Penalty: 5402.305664
	Iteration 19Q: 3 clusters Score -1.003075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -10030761.000000 Penalty: 5402.305664
	Iteration 20F: 3 clusters Score -1.003076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -10030753.000000 Penalty: 5402.305664
	Iteration 21Q: 3 clusters Score -1.003075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -10030754.000000 Penalty: 5402.305664
	Iteration 22Q: 3 clusters Score -1.003075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -10030758.000000 Penalty: 5402.305664
	Iteration 23Q: 3 clusters Score -1.003076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -10030762.000000 Penalty: 5402.305664
	Iteration 24Q: 3 clusters Score -1.003076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -10030759.000000 Penalty: 5402.305664
	Iteration 25Q: 3 clusters Score -1.003076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -10030759.000000 Penalty: 5402.305664
	Iteration 26F: 3 clusters Score -1.003076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -175198.750000 Penalty: 1729.206299
	Iteration 0F: 2 clusters Score -175198.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -173224.328125 Penalty: 3458.412598
	Iteration 0F: 3 clusters Score -173224.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -173545.953125 Penalty: 3458.412598
	Iteration 1F: 3 clusters Score -173546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -173666.625000 Penalty: 3458.412598
	Iteration 2F: 3 clusters Score -173666.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -173722.578125 Penalty: 3458.412598
	Iteration 3Q: 3 clusters Score -173722.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -173755.203125 Penalty: 3458.412598
	Iteration 4Q: 3 clusters Score -173755.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -173782.468750 Penalty: 3458.412598
	Iteration 5Q: 3 clusters Score -173782.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -173812.437500 Penalty: 3458.412598
	Iteration 6Q: 3 clusters Score -173812.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -173837.609375 Penalty: 3458.412598
	Iteration 7Q: 3 clusters Score -173837.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -173861.125000 Penalty: 3458.412598
	Iteration 8Q: 3 clusters Score -173861.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -173874.156250 Penalty: 3458.412598
	Iteration 9Q: 3 clusters Score -173874.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -173884.484375 Penalty: 3458.412598
	Iteration 10Q: 3 clusters Score -173884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -173888.437500 Penalty: 3458.412598
	Iteration 11Q: 3 clusters Score -173888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -173893.625000 Penalty: 3458.412598
	Iteration 12Q: 3 clusters Score -173893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -173897.125000 Penalty: 3458.412598
	Iteration 13Q: 3 clusters Score -173897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -173900.812500 Penalty: 3458.412598
	Iteration 14Q: 3 clusters Score -173900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -173902.484375 Penalty: 3458.412598
	Iteration 15Q: 3 clusters Score -173902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -173904.125000 Penalty: 3458.412598
	Iteration 16Q: 3 clusters Score -173904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -173904.890625 Penalty: 3458.412598
	Iteration 17Q: 3 clusters Score -173904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -173907.875000 Penalty: 3458.412598
	Iteration 18Q: 3 clusters Score -173907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173915.671875 Penalty: 3458.412598
	Iteration 19Q: 3 clusters Score -173915.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -173920.031250 Penalty: 3458.412598
	Iteration 20F: 3 clusters Score -173920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -173925.234375 Penalty: 3458.412598
	Iteration 21Q: 3 clusters Score -173925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -173930.140625 Penalty: 3458.412598
	Iteration 22Q: 3 clusters Score -173930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -173930.906250 Penalty: 3458.412598
	Iteration 23Q: 3 clusters Score -173930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -173931.578125 Penalty: 3458.412598
	Iteration 24Q: 3 clusters Score -173931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -173932.000000 Penalty: 3458.412598
	Iteration 25Q: 3 clusters Score -173932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -173932.000000 Penalty: 3458.412598
	Iteration 26F: 3 clusters Score -173932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Entering Unmasked Estep 
Score: -8407706.000000 Penalty: 2657.880127
	Iteration 0F: 2 clusters Score -8407706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8378577.000000 Penalty: 5315.760254
	Iteration 0F: 3 clusters Score -8378577 nChanged 20663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -8389907.000000 Penalty: 5315.760254
	Iteration 1F: 3 clusters Score -8389907 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -8390383.000000 Penalty: 5315.760254
	Iteration 2Q: 3 clusters Score -8390383 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -8390728.000000 Penalty: 5315.760254
	Iteration 3Q: 3 clusters Score -8390728 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -8391176.000000 Penalty: 5315.760254
	Iteration 4Q: 3 clusters Score -8391176 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -8391667.000000 Penalty: 5315.760254
	Iteration 5Q: 3 clusters Score -8391667 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -8392257.000000 Penalty: 5315.760254
	Iteration 6Q: 3 clusters Score -8392257 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -8392994.000000 Penalty: 5315.760254
	Iteration 7Q: 3 clusters Score -8392994 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -8393892.000000 Penalty: 5315.760254
	Iteration 8Q: 3 clusters Score -8393892 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -8394883.000000 Penalty: 5315.760254
	Iteration 9Q: 3 clusters Score -8394883 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -8396053.000000 Penalty: 5315.760254
	Iteration 10Q: 3 clusters Score -8396053 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -8397400.000000 Penalty: 5315.760254
	Iteration 11F: 3 clusters Score -8397400 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -8398775.000000 Penalty: 5315.760254
	Iteration 12F: 3 clusters Score -8398775 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -8399824.000000 Penalty: 5315.760254
	Iteration 13Q: 3 clusters Score -8399824 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -8400491.000000 Penalty: 5315.760254
	Iteration 14Q: 3 clusters Score -8400491 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -8400781.000000 Penalty: 5315.760254
	Iteration 15Q: 3 clusters Score -8400781 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -8400894.000000 Penalty: 5315.760254
	Iteration 16Q: 3 clusters Score -8400894 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -8400998.000000 Penalty: 5315.760254
	Iteration 17Q: 3 clusters Score -8400998 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -8401083.000000 Penalty: 5315.760254
	Iteration 18Q: 3 clusters Score -8401083 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -8401130.000000 Penalty: 5315.760254
	Iteration 19Q: 3 clusters Score -8401130 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -8401154.000000 Penalty: 5315.760254
	Iteration 20F: 3 clusters Score -8401154 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -8401223.000000 Penalty: 5315.760254
	Iteration 21Q: 3 clusters Score -8401223 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -8401270.000000 Penalty: 5315.760254
	Iteration 22Q: 3 clusters Score -8401270 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -8401345.000000 Penalty: 5315.760254
	Iteration 23Q: 3 clusters Score -8401345 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -8401367.000000 Penalty: 5315.760254
	Iteration 24Q: 3 clusters Score -8401367 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -8401417.000000 Penalty: 5315.760254
	Iteration 25Q: 3 clusters Score -8401417 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -8401441.000000 Penalty: 5315.760254
	Iteration 26Q: 3 clusters Score -8401441 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -8401538.000000 Penalty: 5315.760254
	Iteration 27Q: 3 clusters Score -8401538 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -8401579.000000 Penalty: 5315.760254
	Iteration 28Q: 3 clusters Score -8401579 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -8401588.000000 Penalty: 5315.760254
	Iteration 29Q: 3 clusters Score -8401588 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -8401628.000000 Penalty: 5315.760254
	Iteration 30Q: 3 clusters Score -8401628 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -8401662.000000 Penalty: 5315.760254
	Iteration 31Q: 3 clusters Score -8401662 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -8401730.000000 Penalty: 5315.760254
	Iteration 32Q: 3 clusters Score -8401730 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -8401796.000000 Penalty: 5315.760254
	Iteration 33Q: 3 clusters Score -8401796 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -8401852.000000 Penalty: 5315.760254
	Iteration 34Q: 3 clusters Score -8401852 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -8401916.000000 Penalty: 5315.760254
	Iteration 35Q: 3 clusters Score -8401916 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -8401998.000000 Penalty: 5315.760254
	Iteration 36Q: 3 clusters Score -8401998 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -8402050.000000 Penalty: 5315.760254
	Iteration 37Q: 3 clusters Score -8402050 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -8402125.000000 Penalty: 5315.760254
	Iteration 38Q: 3 clusters Score -8402125 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -8402211.000000 Penalty: 5315.760254
	Iteration 39Q: 3 clusters Score -8402211 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -8402283.000000 Penalty: 5315.760254
	Iteration 40F: 3 clusters Score -8402283 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8402320.000000 Penalty: 5315.760254
	Iteration 41Q: 3 clusters Score -8402320 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -8402363.000000 Penalty: 5315.760254
	Iteration 42Q: 3 clusters Score -8402363 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -8402418.000000 Penalty: 5315.760254
	Iteration 43Q: 3 clusters Score -8402418 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -8402496.000000 Penalty: 5315.760254
	Iteration 44Q: 3 clusters Score -8402496 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -8402618.000000 Penalty: 5315.760254
	Iteration 45Q: 3 clusters Score -8402618 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -8402670.000000 Penalty: 5315.760254
	Iteration 46Q: 3 clusters Score -8402670 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -8402804.000000 Penalty: 5315.760254
	Iteration 47Q: 3 clusters Score -8402804 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -8402943.000000 Penalty: 5315.760254
	Iteration 48Q: 3 clusters Score -8402943 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -8403094.000000 Penalty: 5315.760254
	Iteration 49Q: 3 clusters Score -8403094 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -8403221.000000 Penalty: 5315.760254
	Iteration 50Q: 3 clusters Score -8403221 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -8403369.000000 Penalty: 5315.760254
	Iteration 51Q: 3 clusters Score -8403369 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -8403566.000000 Penalty: 5315.760254
	Iteration 52Q: 3 clusters Score -8403566 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -8403758.000000 Penalty: 5315.760254
	Iteration 53Q: 3 clusters Score -8403758 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -8403944.000000 Penalty: 5315.760254
	Iteration 54Q: 3 clusters Score -8403944 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -8404185.000000 Penalty: 5315.760254
	Iteration 55Q: 3 clusters Score -8404185 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -8404401.000000 Penalty: 5315.760254
	Iteration 56Q: 3 clusters Score -8404401 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -8404605.000000 Penalty: 5315.760254
	Iteration 57Q: 3 clusters Score -8404605 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -8404782.000000 Penalty: 5315.760254
	Iteration 58Q: 3 clusters Score -8404782 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -8404885.000000 Penalty: 5315.760254
	Iteration 59Q: 3 clusters Score -8404885 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -8405114.000000 Penalty: 5315.760254
	Iteration 60F: 3 clusters Score -8405114 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -8405296.000000 Penalty: 5315.760254
	Iteration 61Q: 3 clusters Score -8405296 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -8405504.000000 Penalty: 5315.760254
	Iteration 62Q: 3 clusters Score -8405504 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -8405666.000000 Penalty: 5315.760254
	Iteration 63Q: 3 clusters Score -8405666 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -8405786.000000 Penalty: 5315.760254
	Iteration 64Q: 3 clusters Score -8405786 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -8405879.000000 Penalty: 5315.760254
	Iteration 65Q: 3 clusters Score -8405879 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -8405907.000000 Penalty: 5315.760254
	Iteration 66Q: 3 clusters Score -8405907 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -8405943.000000 Penalty: 5315.760254
	Iteration 67Q: 3 clusters Score -8405943 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -8405977.000000 Penalty: 5315.760254
	Iteration 68Q: 3 clusters Score -8405977 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8406003.000000 Penalty: 5315.760254
	Iteration 69Q: 3 clusters Score -8406003 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8406019.000000 Penalty: 5315.760254
	Iteration 70Q: 3 clusters Score -8406019 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8406007.000000 Penalty: 5315.760254
	Iteration 71Q: 3 clusters Score -8406007 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8406017.000000 Penalty: 5315.760254
	Iteration 72Q: 3 clusters Score -8406017 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8406046.000000 Penalty: 5315.760254
	Iteration 73Q: 3 clusters Score -8406046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8406048.000000 Penalty: 5315.760254
	Iteration 74Q: 3 clusters Score -8406048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8406048.000000 Penalty: 5315.760254
	Iteration 75Q: 3 clusters Score -8406048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8406053.000000 Penalty: 5315.760254
	Iteration 76Q: 3 clusters Score -8406053 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8406052.000000 Penalty: 5315.760254
	Iteration 77Q: 3 clusters Score -8406052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8406068.000000 Penalty: 5315.760254
	Iteration 78Q: 3 clusters Score -8406068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8406058.000000 Penalty: 5315.760254
	Iteration 79Q: 3 clusters Score -8406058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8406059.000000 Penalty: 5315.760254
	Iteration 80F: 3 clusters Score -8406059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8406053.000000 Penalty: 5315.760254
	Iteration 81Q: 3 clusters Score -8406053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8406058.000000 Penalty: 5315.760254
	Iteration 82Q: 3 clusters Score -8406058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8406060.000000 Penalty: 5315.760254
	Iteration 83Q: 3 clusters Score -8406060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8406061.000000 Penalty: 5315.760254
	Iteration 84Q: 3 clusters Score -8406061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8406060.000000 Penalty: 5315.760254
	Iteration 85Q: 3 clusters Score -8406060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8406071.000000 Penalty: 5315.760254
	Iteration 86Q: 3 clusters Score -8406071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8406062.000000 Penalty: 5315.760254
	Iteration 87Q: 3 clusters Score -8406062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8406075.000000 Penalty: 5315.760254
	Iteration 88Q: 3 clusters Score -8406075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8406069.000000 Penalty: 5315.760254
	Iteration 89Q: 3 clusters Score -8406069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8406069.000000 Penalty: 5315.760254
	Iteration 90Q: 3 clusters Score -8406069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8406063.000000 Penalty: 5315.760254
	Iteration 91Q: 3 clusters Score -8406063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8406057.000000 Penalty: 5315.760254
	Iteration 92Q: 3 clusters Score -8406057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8406060.000000 Penalty: 5315.760254
	Iteration 93Q: 3 clusters Score -8406060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8406061.000000 Penalty: 5315.760254
	Iteration 94Q: 3 clusters Score -8406061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8406065.000000 Penalty: 5315.760254
	Iteration 95Q: 3 clusters Score -8406065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8406069.000000 Penalty: 5315.760254
	Iteration 96Q: 3 clusters Score -8406069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8406063.000000 Penalty: 5315.760254
	Iteration 97Q: 3 clusters Score -8406063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8406056.000000 Penalty: 5315.760254
	Iteration 98Q: 3 clusters Score -8406056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8406059.000000 Penalty: 5315.760254
	Iteration 99Q: 3 clusters Score -8406059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8406050.000000 Penalty: 5315.760254
	Iteration 100F: 3 clusters Score -8406050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8406050.000000 Penalty: 5315.760254
	Iteration 101Q: 3 clusters Score -8406050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8406051.000000 Penalty: 5315.760254
	Iteration 102Q: 3 clusters Score -8406051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8406052.000000 Penalty: 5315.760254
	Iteration 103Q: 3 clusters Score -8406052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8406051.000000 Penalty: 5315.760254
	Iteration 104Q: 3 clusters Score -8406051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8406045.000000 Penalty: 5315.760254
	Iteration 105Q: 3 clusters Score -8406045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8406044.000000 Penalty: 5315.760254
	Iteration 106Q: 3 clusters Score -8406044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8406044.000000 Penalty: 5315.760254
	Iteration 107Q: 3 clusters Score -8406044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8406041.000000 Penalty: 5315.760254
	Iteration 108Q: 3 clusters Score -8406041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8406041.000000 Penalty: 5315.760254
	Iteration 109F: 3 clusters Score -8406041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -127548.195312 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -127548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -125867.703125 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -125867.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -126302.453125 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -126302.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -126499.203125 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -126499.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -126546.445312 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -126546.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -126572.257812 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -126572.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -126592.648438 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -126592.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -126616.882812 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -126616.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -126634.898438 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -126634.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -126648.031250 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -126648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -126656.343750 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -126656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -126660.765625 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -126660.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -126671.218750 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -126671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -126684.406250 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -126684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -126688.875000 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -126688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -126689.664062 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -126689.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -126689.664062 Penalty: 3272.860352
	Iteration 15F: 3 clusters Score -126689.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -114960.625000 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -114960.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -113299.546875 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -113299.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -113494.265625 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -113494.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -113546.859375 Penalty: 3217.135742
	Iteration 2Q: 3 clusters Score -113546.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -113557.765625 Penalty: 3217.135742
	Iteration 3Q: 3 clusters Score -113557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -113562.500000 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -113562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -113567.570312 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -113567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -113569.734375 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -113569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -113573.000000 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -113573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -113573.000000 Penalty: 3217.135742
	Iteration 8F: 3 clusters Score -113573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Entering Unmasked Estep 
Score: -8299470.500000 Penalty: 2656.573975
	Iteration 0F: 2 clusters Score -8299470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -8269343.000000 Penalty: 5313.147949
	Iteration 0F: 3 clusters Score -8269343 nChanged 20616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -8280559.500000 Penalty: 5313.147949
	Iteration 1F: 3 clusters Score -8280560 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -8281194.000000 Penalty: 5313.147949
	Iteration 2Q: 3 clusters Score -8281194 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -8281939.500000 Penalty: 5313.147949
	Iteration 3Q: 3 clusters Score -8281940 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -8282806.000000 Penalty: 5313.147949
	Iteration 4Q: 3 clusters Score -8282806 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -8283925.000000 Penalty: 5313.147949
	Iteration 5Q: 3 clusters Score -8283925 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -8285278.500000 Penalty: 5313.147949
	Iteration 6Q: 3 clusters Score -8285278 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -8286702.000000 Penalty: 5313.147949
	Iteration 7F: 3 clusters Score -8286702 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -8288353.500000 Penalty: 5313.147949
	Iteration 8F: 3 clusters Score -8288354 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -8290064.000000 Penalty: 5313.147949
	Iteration 9F: 3 clusters Score -8290064 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -8291551.000000 Penalty: 5313.147949
	Iteration 10F: 3 clusters Score -8291551 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -8292695.000000 Penalty: 5313.147949
	Iteration 11Q: 3 clusters Score -8292695 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -8293331.500000 Penalty: 5313.147949
	Iteration 12Q: 3 clusters Score -8293332 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -8293784.500000 Penalty: 5313.147949
	Iteration 13Q: 3 clusters Score -8293784 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -8294173.500000 Penalty: 5313.147949
	Iteration 14Q: 3 clusters Score -8294174 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -8294480.000000 Penalty: 5313.147949
	Iteration 15Q: 3 clusters Score -8294480 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -8294814.500000 Penalty: 5313.147949
	Iteration 16Q: 3 clusters Score -8294814 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8295114.500000 Penalty: 5313.147949
	Iteration 17Q: 3 clusters Score -8295114 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -8295399.500000 Penalty: 5313.147949
	Iteration 18Q: 3 clusters Score -8295400 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -8295665.000000 Penalty: 5313.147949
	Iteration 19Q: 3 clusters Score -8295665 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -8295873.500000 Penalty: 5313.147949
	Iteration 20F: 3 clusters Score -8295874 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8296074 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -8296206.000000 Penalty: 5313.147949
	Iteration 22Q: 3 clusters Score -8296206 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -8296313.500000 Penalty: 5313.147949
	Iteration 23Q: 3 clusters Score -8296314 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -8296419.500000 Penalty: 5313.147949
	Iteration 24Q: 3 clusters Score -8296420 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -8296544.500000 Penalty: 5313.147949
	Iteration 25Q: 3 clusters Score -8296544 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -8296661.000000 Penalty: 5313.147949
	Iteration 26Q: 3 clusters Score -8296661 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8296745 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -8296795.500000 Penalty: 5313.147949
	Iteration 28Q: 3 clusters Score -8296796 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -8296882.000000 Penalty: 5313.147949
	Iteration 29Q: 3 clusters Score -8296882 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -8296996.500000 Penalty: 5313.147949
	Iteration 30Q: 3 clusters Score -8296996 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -8297130.500000 Penalty: 5313.147949
	Iteration 31Q: 3 clusters Score -8297130 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -8297189.000000 Penalty: 5313.147949
	Iteration 32Q: 3 clusters Score -8297189 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -8297277.000000 Penalty: 5313.147949
	Iteration 33Q: 3 clusters Score -8297277 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -8297342.500000 Penalty: 5313.147949
	Iteration 34Q: 3 clusters Score -8297342 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -8297437.000000 Penalty: 5313.147949
	Iteration 35Q: 3 clusters Score -8297437 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -8297518.000000 Penalty: 5313.147949
	Iteration 36Q: 3 clusters Score -8297518 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -8297588.500000 Penalty: 5313.147949
	Iteration 37Q: 3 clusters Score -8297588 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -8297660.000000 Penalty: 5313.147949
	Iteration 38Q: 3 clusters Score -8297660 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -8297722.500000 Penalty: 5313.147949
	Iteration 39Q: 3 clusters Score -8297722 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -8297811.000000 Penalty: 5313.147949
	Iteration 40F: 3 clusters Score -8297811 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -8297864.000000 Penalty: 5313.147949
	Iteration 41Q: 3 clusters Score -8297864 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -8297966.500000 Penalty: 5313.147949
	Iteration 42Q: 3 clusters Score -8297966 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -8297982.500000 Penalty: 5313.147949
	Iteration 43Q: 3 clusters Score -8297982 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -8298022.500000 Penalty: 5313.147949
	Iteration 44Q: 3 clusters Score -8298022 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -8298071.500000 Penalty: 5313.147949
	Iteration 45Q: 3 clusters Score -8298072 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -8298112.000000 Penalty: 5313.147949
	Iteration 46Q: 3 clusters Score -8298112 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -8298161.000000 Penalty: 5313.147949
	Iteration 47Q: 3 clusters Score -8298161 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -8298164.000000 Penalty: 5313.147949
	Iteration 48Q: 3 clusters Score -8298164 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -8298213.000000 Penalty: 5313.147949
	Iteration 49Q: 3 clusters Score -8298213 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -8298249.000000 Penalty: 5313.147949
	Iteration 50Q: 3 clusters Score -8298249 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -8298262.000000 Penalty: 5313.147949
	Iteration 51Q: 3 clusters Score -8298262 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -8298264.500000 Penalty: 5313.147949
	Iteration 52Q: 3 clusters Score -8298264 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -8298296.000000 Penalty: 5313.147949
	Iteration 53Q: 3 clusters Score -8298296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -8298301.000000 Penalty: 5313.147949
	Iteration 54Q: 3 clusters Score -8298301 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -8298321.000000 Penalty: 5313.147949
	Iteration 55Q: 3 clusters Score -8298321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -8298321.500000 Penalty: 5313.147949
	Iteration 56Q: 3 clusters Score -8298322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -8298319.500000 Penalty: 5313.147949
	Iteration 57Q: 3 clusters Score -8298320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -8298352.000000 Penalty: 5313.147949
	Iteration 58Q: 3 clusters Score -8298352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -8298357.000000 Penalty: 5313.147949
	Iteration 59Q: 3 clusters Score -8298357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -8298369.500000 Penalty: 5313.147949
	Iteration 60F: 3 clusters Score -8298370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -8298376.500000 Penalty: 5313.147949
	Iteration 61Q: 3 clusters Score -8298376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -8298387.500000 Penalty: 5313.147949
	Iteration 62Q: 3 clusters Score -8298388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -8298392.000000 Penalty: 5313.147949
	Iteration 63Q: 3 clusters Score -8298392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -8298386.500000 Penalty: 5313.147949
	Iteration 64Q: 3 clusters Score -8298386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -8298367.000000 Penalty: 5313.147949
	Iteration 65Q: 3 clusters Score -8298367 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -8298383.000000 Penalty: 5313.147949
	Iteration 66Q: 3 clusters Score -8298383 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -8298382.000000 Penalty: 5313.147949
	Iteration 67Q: 3 clusters Score -8298382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -8298399.500000 Penalty: 5313.147949
	Iteration 68Q: 3 clusters Score -8298400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -8298411.000000 Penalty: 5313.147949
	Iteration 69Q: 3 clusters Score -8298411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -8298421.000000 Penalty: 5313.147949
	Iteration 70Q: 3 clusters Score -8298421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -8298419.500000 Penalty: 5313.147949
	Iteration 71Q: 3 clusters Score -8298420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -8298422.500000 Penalty: 5313.147949
	Iteration 72Q: 3 clusters Score -8298422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -8298419.000000 Penalty: 5313.147949
	Iteration 73Q: 3 clusters Score -8298419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -8298424.500000 Penalty: 5313.147949
	Iteration 74Q: 3 clusters Score -8298424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -8298433.000000 Penalty: 5313.147949
	Iteration 75Q: 3 clusters Score -8298433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -8298435.500000 Penalty: 5313.147949
	Iteration 76Q: 3 clusters Score -8298436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -8298434.500000 Penalty: 5313.147949
	Iteration 77Q: 3 clusters Score -8298434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -8298437.500000 Penalty: 5313.147949
	Iteration 78Q: 3 clusters Score -8298438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -8298440.000000 Penalty: 5313.147949
	Iteration 79Q: 3 clusters Score -8298440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -8298441.000000 Penalty: 5313.147949
	Iteration 80F: 3 clusters Score -8298441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -8298435.000000 Penalty: 5313.147949
	Iteration 81Q: 3 clusters Score -8298435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -8298434.500000 Penalty: 5313.147949
	Iteration 82Q: 3 clusters Score -8298434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -8298429.000000 Penalty: 5313.147949
	Iteration 83Q: 3 clusters Score -8298429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -8298424.000000 Penalty: 5313.147949
	Iteration 84Q: 3 clusters Score -8298424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -8298421.000000 Penalty: 5313.147949
	Iteration 85Q: 3 clusters Score -8298421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -8298442.000000 Penalty: 5313.147949
	Iteration 86Q: 3 clusters Score -8298442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -8298429.500000 Penalty: 5313.147949
	Iteration 87Q: 3 clusters Score -8298430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -8298432.500000 Penalty: 5313.147949
	Iteration 88Q: 3 clusters Score -8298432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -8298447.500000 Penalty: 5313.147949
	Iteration 89Q: 3 clusters Score -8298448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -8298448.000000 Penalty: 5313.147949
	Iteration 90Q: 3 clusters Score -8298448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -8298446.500000 Penalty: 5313.147949
	Iteration 91Q: 3 clusters Score -8298446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -8298440.500000 Penalty: 5313.147949
	Iteration 92Q: 3 clusters Score -8298440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -8298433.000000 Penalty: 5313.147949
	Iteration 93Q: 3 clusters Score -8298433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -8298437.000000 Penalty: 5313.147949
	Iteration 94Q: 3 clusters Score -8298437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -8298441.000000 Penalty: 5313.147949
	Iteration 95Q: 3 clusters Score -8298441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -8298438.500000 Penalty: 5313.147949
	Iteration 96Q: 3 clusters Score -8298438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -8298445.000000 Penalty: 5313.147949
	Iteration 97Q: 3 clusters Score -8298445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -8298445.000000 Penalty: 5313.147949
	Iteration 98F: 3 clusters Score -8298445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Entering Unmasked Estep 
Score: -1127630.750000 Penalty: 2161.090576
	Iteration 0F: 2 clusters Score -1127631 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 3008 members 
Entering Unmasked Estep 
Score: -1122435.375000 Penalty: 4322.181152
	Iteration 0F: 3 clusters Score -1122435 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1123678.500000 Penalty: 4322.181152
	Iteration 1F: 3 clusters Score -1123678 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1123903.125000 Penalty: 4322.181152
	Iteration 2F: 3 clusters Score -1123903 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1124026.875000 Penalty: 4322.181152
	Iteration 3Q: 3 clusters Score -1124027 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1124107.750000 Penalty: 4322.181152
	Iteration 4Q: 3 clusters Score -1124108 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1124175.125000 Penalty: 4322.181152
	Iteration 5Q: 3 clusters Score -1124175 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1124225.125000 Penalty: 4322.181152
	Iteration 6Q: 3 clusters Score -1124225 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1124266.875000 Penalty: 4322.181152
	Iteration 7Q: 3 clusters Score -1124267 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1124309.750000 Penalty: 4322.181152
	Iteration 8Q: 3 clusters Score -1124310 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1124352.750000 Penalty: 4322.181152
	Iteration 9Q: 3 clusters Score -1124353 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1124397.125000 Penalty: 4322.181152
	Iteration 10Q: 3 clusters Score -1124397 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1124433.625000 Penalty: 4322.181152
	Iteration 11Q: 3 clusters Score -1124434 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1124472.625000 Penalty: 4322.181152
	Iteration 12Q: 3 clusters Score -1124473 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1124504.375000 Penalty: 4322.181152
	Iteration 13Q: 3 clusters Score -1124504 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1124535.000000 Penalty: 4322.181152
	Iteration 14Q: 3 clusters Score -1124535 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1124561.500000 Penalty: 4322.181152
	Iteration 15Q: 3 clusters Score -1124562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1124593.625000 Penalty: 4322.181152
	Iteration 16Q: 3 clusters Score -1124594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1124620.125000 Penalty: 4322.181152
	Iteration 17Q: 3 clusters Score -1124620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1124658.500000 Penalty: 4322.181152
	Iteration 18Q: 3 clusters Score -1124658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1124700.875000 Penalty: 4322.181152
	Iteration 19Q: 3 clusters Score -1124701 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1124746.875000 Penalty: 4322.181152
	Iteration 20F: 3 clusters Score -1124747 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1124797.125000 Penalty: 4322.181152
	Iteration 21Q: 3 clusters Score -1124797 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1124849.750000 Penalty: 4322.181152
	Iteration 22Q: 3 clusters Score -1124850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1124908.875000 Penalty: 4322.181152
	Iteration 23Q: 3 clusters Score -1124909 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1124979.500000 Penalty: 4322.181152
	Iteration 24Q: 3 clusters Score -1124980 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1125059.500000 Penalty: 4322.181152
	Iteration 25Q: 3 clusters Score -1125060 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1125134.750000 Penalty: 4322.181152
	Iteration 26Q: 3 clusters Score -1125135 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1125206.000000 Penalty: 4322.181152
	Iteration 27Q: 3 clusters Score -1125206 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1125294.375000 Penalty: 4322.181152
	Iteration 28Q: 3 clusters Score -1125294 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1125361.750000 Penalty: 4322.181152
	Iteration 29Q: 3 clusters Score -1125362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1125402.125000 Penalty: 4322.181152
	Iteration 30Q: 3 clusters Score -1125402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1125450.750000 Penalty: 4322.181152
	Iteration 31Q: 3 clusters Score -1125451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1125504.625000 Penalty: 4322.181152
	Iteration 32Q: 3 clusters Score -1125505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1125537.875000 Penalty: 4322.181152
	Iteration 33Q: 3 clusters Score -1125538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1125564.000000 Penalty: 4322.181152
	Iteration 34Q: 3 clusters Score -1125564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1125582.500000 Penalty: 4322.181152
	Iteration 35Q: 3 clusters Score -1125582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1125590.125000 Penalty: 4322.181152
	Iteration 36Q: 3 clusters Score -1125590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1125596.500000 Penalty: 4322.181152
	Iteration 37Q: 3 clusters Score -1125596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1125605.375000 Penalty: 4322.181152
	Iteration 38Q: 3 clusters Score -1125605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1125612.125000 Penalty: 4322.181152
	Iteration 39Q: 3 clusters Score -1125612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1125619.000000 Penalty: 4322.181152
	Iteration 40F: 3 clusters Score -1125619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1125627.375000 Penalty: 4322.181152
	Iteration 41Q: 3 clusters Score -1125627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1125634.750000 Penalty: 4322.181152
	Iteration 42Q: 3 clusters Score -1125635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1125638.000000 Penalty: 4322.181152
	Iteration 43Q: 3 clusters Score -1125638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1125644.625000 Penalty: 4322.181152
	Iteration 44Q: 3 clusters Score -1125645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1125649.500000 Penalty: 4322.181152
	Iteration 45Q: 3 clusters Score -1125650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1125655.750000 Penalty: 4322.181152
	Iteration 46Q: 3 clusters Score -1125656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1125668.375000 Penalty: 4322.181152
	Iteration 47Q: 3 clusters Score -1125668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1125678.750000 Penalty: 4322.181152
	Iteration 48Q: 3 clusters Score -1125679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1125685.375000 Penalty: 4322.181152
	Iteration 49Q: 3 clusters Score -1125685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1125689.625000 Penalty: 4322.181152
	Iteration 50Q: 3 clusters Score -1125690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1125693.375000 Penalty: 4322.181152
	Iteration 51Q: 3 clusters Score -1125693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1125696.375000 Penalty: 4322.181152
	Iteration 52Q: 3 clusters Score -1125696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1125696.500000 Penalty: 4322.181152
	Iteration 53Q: 3 clusters Score -1125696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1125700.125000 Penalty: 4322.181152
	Iteration 54Q: 3 clusters Score -1125700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1125701.000000 Penalty: 4322.181152
	Iteration 55Q: 3 clusters Score -1125701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1125708.125000 Penalty: 4322.181152
	Iteration 56Q: 3 clusters Score -1125708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1125715.125000 Penalty: 4322.181152
	Iteration 57Q: 3 clusters Score -1125715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1125720.500000 Penalty: 4322.181152
	Iteration 58Q: 3 clusters Score -1125720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1125723.375000 Penalty: 4322.181152
	Iteration 59Q: 3 clusters Score -1125723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1125723.125000 Penalty: 4322.181152
	Iteration 60F: 3 clusters Score -1125723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1125723.875000 Penalty: 4322.181152
	Iteration 61Q: 3 clusters Score -1125724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1125727.250000 Penalty: 4322.181152
	Iteration 62Q: 3 clusters Score -1125727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1125729.000000 Penalty: 4322.181152
	Iteration 63Q: 3 clusters Score -1125729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1125731.500000 Penalty: 4322.181152
	Iteration 64Q: 3 clusters Score -1125732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1125735.125000 Penalty: 4322.181152
	Iteration 65Q: 3 clusters Score -1125735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1125737.750000 Penalty: 4322.181152
	Iteration 66Q: 3 clusters Score -1125738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1125741.750000 Penalty: 4322.181152
	Iteration 67Q: 3 clusters Score -1125742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1125743.625000 Penalty: 4322.181152
	Iteration 68Q: 3 clusters Score -1125744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1125744.750000 Penalty: 4322.181152
	Iteration 69Q: 3 clusters Score -1125745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1125748.500000 Penalty: 4322.181152
	Iteration 70Q: 3 clusters Score -1125748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1125748.500000 Penalty: 4322.181152
	Iteration 71F: 3 clusters Score -1125748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -325137.937500 Penalty: 1869.942505
	Iteration 0F: 2 clusters Score -325137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -322608.843750 Penalty: 3739.885010
	Iteration 0F: 3 clusters Score -322608.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -323083.125000 Penalty: 3739.885010
	Iteration 1F: 3 clusters Score -323083.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -323201.531250 Penalty: 3739.885010
	Iteration 2F: 3 clusters Score -323201.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -323277.718750 Penalty: 3739.885010
	Iteration 3Q: 3 clusters Score -323277.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -323333.531250 Penalty: 3739.885010
	Iteration 4Q: 3 clusters Score -323333.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -323379.750000 Penalty: 3739.885010
	Iteration 5Q: 3 clusters Score -323379.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -323411.968750 Penalty: 3739.885010
	Iteration 6Q: 3 clusters Score -323412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -323436.125000 Penalty: 3739.885010
	Iteration 7Q: 3 clusters Score -323436.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -323450.000000 Penalty: 3739.885010
	Iteration 8Q: 3 clusters Score -323450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -323466.875000 Penalty: 3739.885010
	Iteration 9Q: 3 clusters Score -323466.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -323483.437500 Penalty: 3739.885010
	Iteration 10Q: 3 clusters Score -323483.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -323497.937500 Penalty: 3739.885010
	Iteration 11Q: 3 clusters Score -323497.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -323506.687500 Penalty: 3739.885010
	Iteration 12Q: 3 clusters Score -323506.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -323517.687500 Penalty: 3739.885010
	Iteration 13Q: 3 clusters Score -323517.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -323527.343750 Penalty: 3739.885010
	Iteration 14Q: 3 clusters Score -323527.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -323539.125000 Penalty: 3739.885010
	Iteration 15Q: 3 clusters Score -323539.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -323557.250000 Penalty: 3739.885010
	Iteration 16Q: 3 clusters Score -323557.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -323574.781250 Penalty: 3739.885010
	Iteration 17Q: 3 clusters Score -323574.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -323587.906250 Penalty: 3739.885010
	Iteration 18Q: 3 clusters Score -323587.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -323603.218750 Penalty: 3739.885010
	Iteration 19Q: 3 clusters Score -323603.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -323613.468750 Penalty: 3739.885010
	Iteration 20F: 3 clusters Score -323613.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -323622.062500 Penalty: 3739.885010
	Iteration 21Q: 3 clusters Score -323622.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -323627.750000 Penalty: 3739.885010
	Iteration 22Q: 3 clusters Score -323627.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -323633.343750 Penalty: 3739.885010
	Iteration 23Q: 3 clusters Score -323633.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -323641.125000 Penalty: 3739.885010
	Iteration 24Q: 3 clusters Score -323641.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -323652.781250 Penalty: 3739.885010
	Iteration 25Q: 3 clusters Score -323652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -323660.250000 Penalty: 3739.885010
	Iteration 26Q: 3 clusters Score -323660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -323665.156250 Penalty: 3739.885010
	Iteration 27Q: 3 clusters Score -323665.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -323672.625000 Penalty: 3739.885010
	Iteration 28Q: 3 clusters Score -323672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -323684.031250 Penalty: 3739.885010
	Iteration 29Q: 3 clusters Score -323684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -323697.500000 Penalty: 3739.885010
	Iteration 30Q: 3 clusters Score -323697.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -323710.625000 Penalty: 3739.885010
	Iteration 31Q: 3 clusters Score -323710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -323722.218750 Penalty: 3739.885010
	Iteration 32Q: 3 clusters Score -323722.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -323735.812500 Penalty: 3739.885010
	Iteration 33Q: 3 clusters Score -323735.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -323746.781250 Penalty: 3739.885010
	Iteration 34Q: 3 clusters Score -323746.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -323763.062500 Penalty: 3739.885010
	Iteration 35Q: 3 clusters Score -323763.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -323780.781250 Penalty: 3739.885010
	Iteration 36Q: 3 clusters Score -323780.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -323795.781250 Penalty: 3739.885010
	Iteration 37Q: 3 clusters Score -323795.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -323810.062500 Penalty: 3739.885010
	Iteration 38Q: 3 clusters Score -323810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -323819.593750 Penalty: 3739.885010
	Iteration 39Q: 3 clusters Score -323819.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -323826.437500 Penalty: 3739.885010
	Iteration 40F: 3 clusters Score -323826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -323830.062500 Penalty: 3739.885010
	Iteration 41Q: 3 clusters Score -323830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -323834.500000 Penalty: 3739.885010
	Iteration 42Q: 3 clusters Score -323834.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -323840.031250 Penalty: 3739.885010
	Iteration 43Q: 3 clusters Score -323840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -323846.062500 Penalty: 3739.885010
	Iteration 44Q: 3 clusters Score -323846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -323850.562500 Penalty: 3739.885010
	Iteration 45Q: 3 clusters Score -323850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -323853.250000 Penalty: 3739.885010
	Iteration 46Q: 3 clusters Score -323853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -323856.000000 Penalty: 3739.885010
	Iteration 47Q: 3 clusters Score -323856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -323859.343750 Penalty: 3739.885010
	Iteration 48Q: 3 clusters Score -323859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -323859.718750 Penalty: 3739.885010
	Iteration 49Q: 3 clusters Score -323859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -323859.718750 Penalty: 3739.885010
	Iteration 50F: 3 clusters Score -323859.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -70177.640625 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -70177.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68692.937500 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68692.94 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69114.820312 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -69114.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69322.851562 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -69322.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69530.390625 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -69530.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69604.609375 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -69604.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69652.046875 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -69652.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69695.179688 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -69695.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69725.031250 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -69725.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69743.656250 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -69743.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69753.640625 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -69753.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69759.101562 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -69759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69761.578125 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -69761.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69761.578125 Penalty: 3102.852051
	Iteration 12F: 3 clusters Score -69761.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -64578.527344 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -64578.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63152.445312 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -63152.45 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63567.398438 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -63567.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63710.761719 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -63710.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63767.558594 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -63767.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63796.792969 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -63796.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63835.167969 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -63835.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63859.257812 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -63859.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63888.472656 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -63888.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63920.140625 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -63920.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63938.929688 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -63938.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63949.023438 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -63949.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63954.742188 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -63954.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63961.660156 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -63961.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63970.613281 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -63970.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63977.125000 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -63977.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63982.269531 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -63982.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63988.871094 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -63988.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63996.253906 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -63996.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63996.867188 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -63996.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63996.867188 Penalty: 3152.629395
	Iteration 19F: 3 clusters Score -63996.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Entering Unmasked Estep 
Score: -8803140.000000 Penalty: 2668.371338
	Iteration 0F: 2 clusters Score -8803140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -8772661.000000 Penalty: 5336.742676
	Iteration 0F: 3 clusters Score -8772661 nChanged 21703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -8784828.000000 Penalty: 5336.742676
	Iteration 1F: 3 clusters Score -8784828 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -8785558.000000 Penalty: 5336.742676
	Iteration 2Q: 3 clusters Score -8785558 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -8786382.000000 Penalty: 5336.742676
	Iteration 3Q: 3 clusters Score -8786382 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -8787401.000000 Penalty: 5336.742676
	Iteration 4Q: 3 clusters Score -8787401 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -8788749.000000 Penalty: 5336.742676
	Iteration 5F: 3 clusters Score -8788749 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -8790608.000000 Penalty: 5336.742676
	Iteration 6F: 3 clusters Score -8790608 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -8793035.000000 Penalty: 5336.742676
	Iteration 7F: 3 clusters Score -8793035 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -8795629.000000 Penalty: 5336.742676
	Iteration 8F: 3 clusters Score -8795629 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -8797767.000000 Penalty: 5336.742676
	Iteration 9F: 3 clusters Score -8797767 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -8799138.000000 Penalty: 5336.742676
	Iteration 10Q: 3 clusters Score -8799138 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8799845.000000 Penalty: 5336.742676
	Iteration 11Q: 3 clusters Score -8799845 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8800279.000000 Penalty: 5336.742676
	Iteration 12Q: 3 clusters Score -8800279 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8800488.000000 Penalty: 5336.742676
	Iteration 13Q: 3 clusters Score -8800488 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8800591.000000 Penalty: 5336.742676
	Iteration 14Q: 3 clusters Score -8800591 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8800676.000000 Penalty: 5336.742676
	Iteration 15Q: 3 clusters Score -8800676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8800738.000000 Penalty: 5336.742676
	Iteration 16Q: 3 clusters Score -8800738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8800794.000000 Penalty: 5336.742676
	Iteration 17Q: 3 clusters Score -8800794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8800816.000000 Penalty: 5336.742676
	Iteration 18Q: 3 clusters Score -8800816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8800852.000000 Penalty: 5336.742676
	Iteration 19Q: 3 clusters Score -8800852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8800867.000000 Penalty: 5336.742676
	Iteration 20F: 3 clusters Score -8800867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8800882.000000 Penalty: 5336.742676
	Iteration 21Q: 3 clusters Score -8800882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8800891.000000 Penalty: 5336.742676
	Iteration 22Q: 3 clusters Score -8800891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8800901.000000 Penalty: 5336.742676
	Iteration 23Q: 3 clusters Score -8800901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8800900.000000 Penalty: 5336.742676
	Iteration 24Q: 3 clusters Score -8800900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8800905.000000 Penalty: 5336.742676
	Iteration 25Q: 3 clusters Score -8800905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8800915.000000 Penalty: 5336.742676
	Iteration 26Q: 3 clusters Score -8800915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8800923.000000 Penalty: 5336.742676
	Iteration 27Q: 3 clusters Score -8800923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8800923.000000 Penalty: 5336.742676
	Iteration 28Q: 3 clusters Score -8800923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8800922.000000 Penalty: 5336.742676
	Iteration 29Q: 3 clusters Score -8800922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8800931.000000 Penalty: 5336.742676
	Iteration 30Q: 3 clusters Score -8800931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8800932.000000 Penalty: 5336.742676
	Iteration 31Q: 3 clusters Score -8800932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8800938.000000 Penalty: 5336.742676
	Iteration 32Q: 3 clusters Score -8800938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8800940.000000 Penalty: 5336.742676
	Iteration 33Q: 3 clusters Score -8800940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8800946.000000 Penalty: 5336.742676
	Iteration 34Q: 3 clusters Score -8800946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8800944.000000 Penalty: 5336.742676
	Iteration 35Q: 3 clusters Score -8800944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8800949.000000 Penalty: 5336.742676
	Iteration 36Q: 3 clusters Score -8800949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8800949.000000 Penalty: 5336.742676
	Iteration 37F: 3 clusters Score -8800949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -1175121.500000 Penalty: 2171.696289
	Iteration 0F: 2 clusters Score -1175122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1169770.375000 Penalty: 4343.392578
	Iteration 0F: 3 clusters Score -1169770 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1171133.125000 Penalty: 4343.392578
	Iteration 1F: 3 clusters Score -1171133 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1171387.000000 Penalty: 4343.392578
	Iteration 2F: 3 clusters Score -1171387 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1171609.625000 Penalty: 4343.392578
	Iteration 3F: 3 clusters Score -1171610 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1171841.500000 Penalty: 4343.392578
	Iteration 4Q: 3 clusters Score -1171842 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1172058.500000 Penalty: 4343.392578
	Iteration 5Q: 3 clusters Score -1172058 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1172270.750000 Penalty: 4343.392578
	Iteration 6Q: 3 clusters Score -1172271 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1172477.000000 Penalty: 4343.392578
	Iteration 7Q: 3 clusters Score -1172477 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1172689.750000 Penalty: 4343.392578
	Iteration 8Q: 3 clusters Score -1172690 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1172905.375000 Penalty: 4343.392578
	Iteration 9Q: 3 clusters Score -1172905 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1173132.375000 Penalty: 4343.392578
	Iteration 10Q: 3 clusters Score -1173132 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1173316.000000 Penalty: 4343.392578
	Iteration 11Q: 3 clusters Score -1173316 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1173447.250000 Penalty: 4343.392578
	Iteration 12Q: 3 clusters Score -1173447 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1173536.500000 Penalty: 4343.392578
	Iteration 13Q: 3 clusters Score -1173536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1173592.000000 Penalty: 4343.392578
	Iteration 14Q: 3 clusters Score -1173592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1173632.375000 Penalty: 4343.392578
	Iteration 15Q: 3 clusters Score -1173632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1173664.500000 Penalty: 4343.392578
	Iteration 16Q: 3 clusters Score -1173664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1173685.125000 Penalty: 4343.392578
	Iteration 17Q: 3 clusters Score -1173685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1173697.625000 Penalty: 4343.392578
	Iteration 18Q: 3 clusters Score -1173698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1173717.000000 Penalty: 4343.392578
	Iteration 19Q: 3 clusters Score -1173717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1173728.500000 Penalty: 4343.392578
	Iteration 20F: 3 clusters Score -1173728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1173742.750000 Penalty: 4343.392578
	Iteration 21Q: 3 clusters Score -1173743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1173758.250000 Penalty: 4343.392578
	Iteration 22Q: 3 clusters Score -1173758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1173763.125000 Penalty: 4343.392578
	Iteration 23Q: 3 clusters Score -1173763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1173767.875000 Penalty: 4343.392578
	Iteration 24Q: 3 clusters Score -1173768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1173771.625000 Penalty: 4343.392578
	Iteration 25Q: 3 clusters Score -1173772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1173773.500000 Penalty: 4343.392578
	Iteration 26Q: 3 clusters Score -1173774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1173773.000000 Penalty: 4343.392578
	Iteration 27Q: 3 clusters Score -1173773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1173773.125000 Penalty: 4343.392578
	Iteration 28Q: 3 clusters Score -1173773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1173773.625000 Penalty: 4343.392578
	Iteration 29Q: 3 clusters Score -1173774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1173777.375000 Penalty: 4343.392578
	Iteration 30Q: 3 clusters Score -1173777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1173777.375000 Penalty: 4343.392578
	Iteration 31Q: 3 clusters Score -1173777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1173777.375000 Penalty: 4343.392578
	Iteration 32Q: 3 clusters Score -1173777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1173776.500000 Penalty: 4343.392578
	Iteration 33Q: 3 clusters Score -1173776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1173777.500000 Penalty: 4343.392578
	Iteration 34Q: 3 clusters Score -1173778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1173777.375000 Penalty: 4343.392578
	Iteration 35Q: 3 clusters Score -1173777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1173775.625000 Penalty: 4343.392578
	Iteration 36Q: 3 clusters Score -1173776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1173775.625000 Penalty: 4343.392578
	Iteration 37F: 3 clusters Score -1173776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Entering Unmasked Estep 
Score: -7585291.500000 Penalty: 2634.566406
	Iteration 0F: 2 clusters Score -7585292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -7557929.000000 Penalty: 5269.132812
	Iteration 0F: 3 clusters Score -7557929 nChanged 18634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -7568024.000000 Penalty: 5269.132812
	Iteration 1F: 3 clusters Score -7568024 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7568508.000000 Penalty: 5269.132812
	Iteration 2Q: 3 clusters Score -7568508 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -7568897.500000 Penalty: 5269.132812
	Iteration 3Q: 3 clusters Score -7568898 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -7569215.500000 Penalty: 5269.132812
	Iteration 4Q: 3 clusters Score -7569216 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -7569438.000000 Penalty: 5269.132812
	Iteration 5Q: 3 clusters Score -7569438 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -7569674.500000 Penalty: 5269.132812
	Iteration 6Q: 3 clusters Score -7569674 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -7569839.500000 Penalty: 5269.132812
	Iteration 7Q: 3 clusters Score -7569840 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -7570041.000000 Penalty: 5269.132812
	Iteration 8Q: 3 clusters Score -7570041 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -7570286.500000 Penalty: 5269.132812
	Iteration 9Q: 3 clusters Score -7570286 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -7570606.500000 Penalty: 5269.132812
	Iteration 10Q: 3 clusters Score -7570606 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -7571011.000000 Penalty: 5269.132812
	Iteration 11Q: 3 clusters Score -7571011 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -7571671.500000 Penalty: 5269.132812
	Iteration 12Q: 3 clusters Score -7571672 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -7572592.500000 Penalty: 5269.132812
	Iteration 13Q: 3 clusters Score -7572592 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -7573840.500000 Penalty: 5269.132812
	Iteration 14Q: 3 clusters Score -7573840 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -7575566.000000 Penalty: 5269.132812
	Iteration 15F: 3 clusters Score -7575566 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -7577031.000000 Penalty: 5269.132812
	Iteration 16F: 3 clusters Score -7577031 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -7577910.500000 Penalty: 5269.132812
	Iteration 17Q: 3 clusters Score -7577910 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -7578395.000000 Penalty: 5269.132812
	Iteration 18Q: 3 clusters Score -7578395 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -7578687.500000 Penalty: 5269.132812
	Iteration 19Q: 3 clusters Score -7578688 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -7578921.500000 Penalty: 5269.132812
	Iteration 20F: 3 clusters Score -7578922 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -7579061.000000 Penalty: 5269.132812
	Iteration 21Q: 3 clusters Score -7579061 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -7579199.000000 Penalty: 5269.132812
	Iteration 22Q: 3 clusters Score -7579199 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -7579355.000000 Penalty: 5269.132812
	Iteration 23Q: 3 clusters Score -7579355 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -7579490.000000 Penalty: 5269.132812
	Iteration 24Q: 3 clusters Score -7579490 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -7579619.000000 Penalty: 5269.132812
	Iteration 25Q: 3 clusters Score -7579619 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -7579711.000000 Penalty: 5269.132812
	Iteration 26Q: 3 clusters Score -7579711 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -7579799.000000 Penalty: 5269.132812
	Iteration 27Q: 3 clusters Score -7579799 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -7579934.500000 Penalty: 5269.132812
	Iteration 28Q: 3 clusters Score -7579934 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -7580055.500000 Penalty: 5269.132812
	Iteration 29Q: 3 clusters Score -7580056 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -7580202.500000 Penalty: 5269.132812
	Iteration 30Q: 3 clusters Score -7580202 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -7580349.000000 Penalty: 5269.132812
	Iteration 31Q: 3 clusters Score -7580349 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -7580470.500000 Penalty: 5269.132812
	Iteration 32Q: 3 clusters Score -7580470 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -7580654.500000 Penalty: 5269.132812
	Iteration 33Q: 3 clusters Score -7580654 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -7580796.000000 Penalty: 5269.132812
	Iteration 34Q: 3 clusters Score -7580796 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -7580907.000000 Penalty: 5269.132812
	Iteration 35Q: 3 clusters Score -7580907 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -7581016.500000 Penalty: 5269.132812
	Iteration 36Q: 3 clusters Score -7581016 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -7581131.500000 Penalty: 5269.132812
	Iteration 37Q: 3 clusters Score -7581132 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -7581221.000000 Penalty: 5269.132812
	Iteration 38Q: 3 clusters Score -7581221 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -7581294.000000 Penalty: 5269.132812
	Iteration 39Q: 3 clusters Score -7581294 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -7581387.000000 Penalty: 5269.132812
	Iteration 40F: 3 clusters Score -7581387 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -7581432.500000 Penalty: 5269.132812
	Iteration 41Q: 3 clusters Score -7581432 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -7581561.000000 Penalty: 5269.132812
	Iteration 42Q: 3 clusters Score -7581561 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -7581624.500000 Penalty: 5269.132812
	Iteration 43Q: 3 clusters Score -7581624 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -7581683.500000 Penalty: 5269.132812
	Iteration 44Q: 3 clusters Score -7581684 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -7581768.000000 Penalty: 5269.132812
	Iteration 45Q: 3 clusters Score -7581768 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -7581826.500000 Penalty: 5269.132812
	Iteration 46Q: 3 clusters Score -7581826 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -7581847.000000 Penalty: 5269.132812
	Iteration 47Q: 3 clusters Score -7581847 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -7581894.500000 Penalty: 5269.132812
	Iteration 48Q: 3 clusters Score -7581894 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -7581922.000000 Penalty: 5269.132812
	Iteration 49Q: 3 clusters Score -7581922 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7581971 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7582028 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7582064 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7582093 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -7582121.500000 Penalty: 5269.132812
	Iteration 54Q: 3 clusters Score -7582122 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -7582141.000000 Penalty: 5269.132812
	Iteration 55Q: 3 clusters Score -7582141 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -7582194.500000 Penalty: 5269.132812
	Iteration 56Q: 3 clusters Score -7582194 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -7582216.500000 Penalty: 5269.132812
	Iteration 57Q: 3 clusters Score -7582216 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7582260 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7582314 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -7582356.000000 Penalty: 5269.132812
	Iteration 60F: 3 clusters Score -7582356 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7582363 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7582362 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7582382 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7582386 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -7582405.500000 Penalty: 5269.132812
	Iteration 65Q: 3 clusters Score -7582406 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -7582417.000000 Penalty: 5269.132812
	Iteration 66Q: 3 clusters Score -7582417 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7582420 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -7582421.000000 Penalty: 5269.132812
	Iteration 68Q: 3 clusters Score -7582421 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7582427 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -7582438.500000 Penalty: 5269.132812
	Iteration 70Q: 3 clusters Score -7582438 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -7582442.500000 Penalty: 5269.132812
	Iteration 71Q: 3 clusters Score -7582442 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7582458 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7582470 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7582487 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7582500 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7582520 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7582532 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7582541 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7582542 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7582563 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7582584 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7582592 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7582612 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7582618 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7582652 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7582654 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -7582635.000000 Penalty: 5269.132812
	Iteration 87Q: 3 clusters Score -7582635 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7582648 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -7582650.000000 Penalty: 5269.132812
	Iteration 89Q: 3 clusters Score -7582650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -7582655.000000 Penalty: 5269.132812
	Iteration 90Q: 3 clusters Score -7582655 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7582648 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -7582661.000000 Penalty: 5269.132812
	Iteration 92Q: 3 clusters Score -7582661 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -7582685.500000 Penalty: 5269.132812
	Iteration 93Q: 3 clusters Score -7582686 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7582663 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7582664 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7582661 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -7582675.000000 Penalty: 5269.132812
	Iteration 97Q: 3 clusters Score -7582675 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7582693 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7582692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -7582725.500000 Penalty: 5269.132812
	Iteration 100F: 3 clusters Score -7582726 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7582726 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -7582732.000000 Penalty: 5269.132812
	Iteration 102Q: 3 clusters Score -7582732 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -7582757.000000 Penalty: 5269.132812
	Iteration 103Q: 3 clusters Score -7582757 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -7582729.500000 Penalty: 5269.132812
	Iteration 104Q: 3 clusters Score -7582730 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -7582737.000000 Penalty: 5269.132812
	Iteration 105Q: 3 clusters Score -7582737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7582737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7582758.000000 Penalty: 5269.132812
	Iteration 107Q: 3 clusters Score -7582758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7582764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -7582774.000000 Penalty: 5269.132812
	Iteration 109Q: 3 clusters Score -7582774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -7582771.500000 Penalty: 5269.132812
	Iteration 110Q: 3 clusters Score -7582772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7582772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -7582760.000000 Penalty: 5269.132812
	Iteration 112Q: 3 clusters Score -7582760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -7582753.000000 Penalty: 5269.132812
	Iteration 113Q: 3 clusters Score -7582753 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -7582763.000000 Penalty: 5269.132812
	Iteration 114Q: 3 clusters Score -7582763 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -7582789.000000 Penalty: 5269.132812
	Iteration 115Q: 3 clusters Score -7582789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7582789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7582794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7582793 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -7582808.000000 Penalty: 5269.132812
	Iteration 119Q: 3 clusters Score -7582808 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -7582799.500000 Penalty: 5269.132812
	Iteration 120F: 3 clusters Score -7582800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -7582797.000000 Penalty: 5269.132812
	Iteration 121Q: 3 clusters Score -7582797 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -7582801.500000 Penalty: 5269.132812
	Iteration 122Q: 3 clusters Score -7582802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7582798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7582794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -7582795.000000 Penalty: 5269.132812
	Iteration 125Q: 3 clusters Score -7582795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -7582800.500000 Penalty: 5269.132812
	Iteration 126Q: 3 clusters Score -7582800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -7582804.500000 Penalty: 5269.132812
	Iteration 127Q: 3 clusters Score -7582804 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7582808 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7582798 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -7582786.500000 Penalty: 5269.132812
	Iteration 130Q: 3 clusters Score -7582786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -7582799.500000 Penalty: 5269.132812
	Iteration 131Q: 3 clusters Score -7582800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7582800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -7582811.500000 Penalty: 5269.132812
	Iteration 133Q: 3 clusters Score -7582812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -7582808.500000 Penalty: 5269.132812
	Iteration 134Q: 3 clusters Score -7582808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -7582796.500000 Penalty: 5269.132812
	Iteration 135Q: 3 clusters Score -7582796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7582796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -7582819.500000 Penalty: 5269.132812
	Iteration 137Q: 3 clusters Score -7582820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -7582812.500000 Penalty: 5269.132812
	Iteration 138Q: 3 clusters Score -7582812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -7582822.000000 Penalty: 5269.132812
	Iteration 139Q: 3 clusters Score -7582822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -7582819.500000 Penalty: 5269.132812
	Iteration 140F: 3 clusters Score -7582820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -7582814.500000 Penalty: 5269.132812
	Iteration 141Q: 3 clusters Score -7582814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -7582818.500000 Penalty: 5269.132812
	Iteration 142Q: 3 clusters Score -7582818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -7582815.500000 Penalty: 5269.132812
	Iteration 143Q: 3 clusters Score -7582816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -7582818.000000 Penalty: 5269.132812
	Iteration 144Q: 3 clusters Score -7582818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -7582825.500000 Penalty: 5269.132812
	Iteration 145Q: 3 clusters Score -7582826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -7582812.000000 Penalty: 5269.132812
	Iteration 146Q: 3 clusters Score -7582812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -7582816.000000 Penalty: 5269.132812
	Iteration 147Q: 3 clusters Score -7582816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -7582818.500000 Penalty: 5269.132812
	Iteration 148Q: 3 clusters Score -7582818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -7582808.000000 Penalty: 5269.132812
	Iteration 149Q: 3 clusters Score -7582808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -7582818.500000 Penalty: 5269.132812
	Iteration 150Q: 3 clusters Score -7582818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -7582821.500000 Penalty: 5269.132812
	Iteration 151Q: 3 clusters Score -7582822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -7582821.500000 Penalty: 5269.132812
	Iteration 152Q: 3 clusters Score -7582822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -7582820.500000 Penalty: 5269.132812
	Iteration 153Q: 3 clusters Score -7582820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -7582811.500000 Penalty: 5269.132812
	Iteration 154Q: 3 clusters Score -7582812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -7582806.000000 Penalty: 5269.132812
	Iteration 155Q: 3 clusters Score -7582806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -7582818.000000 Penalty: 5269.132812
	Iteration 156Q: 3 clusters Score -7582818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -7582799.500000 Penalty: 5269.132812
	Iteration 157Q: 3 clusters Score -7582800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -7582813.000000 Penalty: 5269.132812
	Iteration 158Q: 3 clusters Score -7582813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -7582814.500000 Penalty: 5269.132812
	Iteration 159Q: 3 clusters Score -7582814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -7582822.000000 Penalty: 5269.132812
	Iteration 160F: 3 clusters Score -7582822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -7582831.000000 Penalty: 5269.132812
	Iteration 161Q: 3 clusters Score -7582831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -7582834.500000 Penalty: 5269.132812
	Iteration 162Q: 3 clusters Score -7582834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -7582824.000000 Penalty: 5269.132812
	Iteration 163Q: 3 clusters Score -7582824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -7582817.500000 Penalty: 5269.132812
	Iteration 164Q: 3 clusters Score -7582818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -7582829.500000 Penalty: 5269.132812
	Iteration 165Q: 3 clusters Score -7582830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -7582833.000000 Penalty: 5269.132812
	Iteration 166Q: 3 clusters Score -7582833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -7582817.500000 Penalty: 5269.132812
	Iteration 167Q: 3 clusters Score -7582818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -7582829.500000 Penalty: 5269.132812
	Iteration 168Q: 3 clusters Score -7582830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -7582831.500000 Penalty: 5269.132812
	Iteration 169Q: 3 clusters Score -7582832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -7582824.000000 Penalty: 5269.132812
	Iteration 170Q: 3 clusters Score -7582824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -7582834.000000 Penalty: 5269.132812
	Iteration 171Q: 3 clusters Score -7582834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -7582831.500000 Penalty: 5269.132812
	Iteration 172Q: 3 clusters Score -7582832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -7582830.000000 Penalty: 5269.132812
	Iteration 173Q: 3 clusters Score -7582830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -7582829.500000 Penalty: 5269.132812
	Iteration 174Q: 3 clusters Score -7582830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -7582823.500000 Penalty: 5269.132812
	Iteration 175Q: 3 clusters Score -7582824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -7582817.500000 Penalty: 5269.132812
	Iteration 176Q: 3 clusters Score -7582818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -7582819.000000 Penalty: 5269.132812
	Iteration 177Q: 3 clusters Score -7582819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -7582832.000000 Penalty: 5269.132812
	Iteration 178Q: 3 clusters Score -7582832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -7582836.000000 Penalty: 5269.132812
	Iteration 179Q: 3 clusters Score -7582836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -7582834.000000 Penalty: 5269.132812
	Iteration 180F: 3 clusters Score -7582834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -7582834.500000 Penalty: 5269.132812
	Iteration 181Q: 3 clusters Score -7582834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -7582835.000000 Penalty: 5269.132812
	Iteration 182Q: 3 clusters Score -7582835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -7582841.000000 Penalty: 5269.132812
	Iteration 183Q: 3 clusters Score -7582841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -7582835.500000 Penalty: 5269.132812
	Iteration 184Q: 3 clusters Score -7582836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -7582840.500000 Penalty: 5269.132812
	Iteration 185Q: 3 clusters Score -7582840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7582853.500000 Penalty: 5269.132812
	Iteration 186Q: 3 clusters Score -7582854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -7582851.000000 Penalty: 5269.132812
	Iteration 187Q: 3 clusters Score -7582851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -7582850.500000 Penalty: 5269.132812
	Iteration 188Q: 3 clusters Score -7582850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -7582855.000000 Penalty: 5269.132812
	Iteration 189Q: 3 clusters Score -7582855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -7582851.000000 Penalty: 5269.132812
	Iteration 190Q: 3 clusters Score -7582851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -7582851.000000 Penalty: 5269.132812
	Iteration 191Q: 3 clusters Score -7582851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -7582849.000000 Penalty: 5269.132812
	Iteration 192Q: 3 clusters Score -7582849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -7582849.000000 Penalty: 5269.132812
	Iteration 193F: 3 clusters Score -7582849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -98865.171875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -98865.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -97244.664062 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -97244.66 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97525.500000 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -97525.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97599.679688 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -97599.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97633.359375 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -97633.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97657.085938 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -97657.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -97671.507812 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -97671.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -97685.734375 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -97685.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -97699.429688 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -97699.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -97700.851562 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -97700.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -97700.851562 Penalty: 3227.609619
	Iteration 9F: 3 clusters Score -97700.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -28125.611328 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -28125.61 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 162 members 
Entering Unmasked Estep 
Score: -26972.931641 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -26972.93 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27271.470703 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -27271.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27430.578125 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -27430.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27626.562500 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -27626.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27703.712891 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -27703.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27726.050781 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -27726.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27730.349609 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -27730.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27730.349609 Penalty: 2909.768066
	Iteration 7F: 3 clusters Score -27730.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Entering Unmasked Estep 
Score: -8726875.000000 Penalty: 2667.331055
	Iteration 0F: 2 clusters Score -8726875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -8696802.000000 Penalty: 5334.662109
	Iteration 0F: 3 clusters Score -8696802 nChanged 21629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -8708845.000000 Penalty: 5334.662109
	Iteration 1F: 3 clusters Score -8708845 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -8709466.000000 Penalty: 5334.662109
	Iteration 2Q: 3 clusters Score -8709466 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -8710035.000000 Penalty: 5334.662109
	Iteration 3Q: 3 clusters Score -8710035 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -8710760.000000 Penalty: 5334.662109
	Iteration 4Q: 3 clusters Score -8710760 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -8711599.000000 Penalty: 5334.662109
	Iteration 5Q: 3 clusters Score -8711599 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -8712764.000000 Penalty: 5334.662109
	Iteration 6Q: 3 clusters Score -8712764 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -8714256.000000 Penalty: 5334.662109
	Iteration 7F: 3 clusters Score -8714256 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -8716159.000000 Penalty: 5334.662109
	Iteration 8F: 3 clusters Score -8716159 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -8718017.000000 Penalty: 5334.662109
	Iteration 9F: 3 clusters Score -8718017 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -8719645.000000 Penalty: 5334.662109
	Iteration 10Q: 3 clusters Score -8719645 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -8720792.000000 Penalty: 5334.662109
	Iteration 11Q: 3 clusters Score -8720792 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -8721526.000000 Penalty: 5334.662109
	Iteration 12Q: 3 clusters Score -8721526 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -8722136.000000 Penalty: 5334.662109
	Iteration 13Q: 3 clusters Score -8722136 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -8722598.000000 Penalty: 5334.662109
	Iteration 14Q: 3 clusters Score -8722598 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -8722986.000000 Penalty: 5334.662109
	Iteration 15Q: 3 clusters Score -8722986 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -8723298.000000 Penalty: 5334.662109
	Iteration 16Q: 3 clusters Score -8723298 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -8723588.000000 Penalty: 5334.662109
	Iteration 17Q: 3 clusters Score -8723588 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8723742.000000 Penalty: 5334.662109
	Iteration 18Q: 3 clusters Score -8723742 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -8723901.000000 Penalty: 5334.662109
	Iteration 19Q: 3 clusters Score -8723901 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8724074.000000 Penalty: 5334.662109
	Iteration 20F: 3 clusters Score -8724074 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8724224.000000 Penalty: 5334.662109
	Iteration 21Q: 3 clusters Score -8724224 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8724341.000000 Penalty: 5334.662109
	Iteration 22Q: 3 clusters Score -8724341 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8724448.000000 Penalty: 5334.662109
	Iteration 23Q: 3 clusters Score -8724448 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8724538.000000 Penalty: 5334.662109
	Iteration 24Q: 3 clusters Score -8724538 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8724621.000000 Penalty: 5334.662109
	Iteration 25Q: 3 clusters Score -8724621 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8724664.000000 Penalty: 5334.662109
	Iteration 26Q: 3 clusters Score -8724664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8724692.000000 Penalty: 5334.662109
	Iteration 27Q: 3 clusters Score -8724692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8724689.000000 Penalty: 5334.662109
	Iteration 28Q: 3 clusters Score -8724689 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8724704.000000 Penalty: 5334.662109
	Iteration 29Q: 3 clusters Score -8724704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8724722.000000 Penalty: 5334.662109
	Iteration 30Q: 3 clusters Score -8724722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8724728.000000 Penalty: 5334.662109
	Iteration 31Q: 3 clusters Score -8724728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8724727.000000 Penalty: 5334.662109
	Iteration 32Q: 3 clusters Score -8724727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8724747.000000 Penalty: 5334.662109
	Iteration 33Q: 3 clusters Score -8724747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8724762.000000 Penalty: 5334.662109
	Iteration 34Q: 3 clusters Score -8724762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8724768.000000 Penalty: 5334.662109
	Iteration 35Q: 3 clusters Score -8724768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8724770.000000 Penalty: 5334.662109
	Iteration 36Q: 3 clusters Score -8724770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8724776.000000 Penalty: 5334.662109
	Iteration 37Q: 3 clusters Score -8724776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8724791.000000 Penalty: 5334.662109
	Iteration 38Q: 3 clusters Score -8724791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8724810.000000 Penalty: 5334.662109
	Iteration 39Q: 3 clusters Score -8724810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8724817.000000 Penalty: 5334.662109
	Iteration 40F: 3 clusters Score -8724817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8724814.000000 Penalty: 5334.662109
	Iteration 41Q: 3 clusters Score -8724814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8724810.000000 Penalty: 5334.662109
	Iteration 42Q: 3 clusters Score -8724810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8724813.000000 Penalty: 5334.662109
	Iteration 43Q: 3 clusters Score -8724813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8724816.000000 Penalty: 5334.662109
	Iteration 44Q: 3 clusters Score -8724816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8724826.000000 Penalty: 5334.662109
	Iteration 45Q: 3 clusters Score -8724826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8724828.000000 Penalty: 5334.662109
	Iteration 46Q: 3 clusters Score -8724828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8724824.000000 Penalty: 5334.662109
	Iteration 47Q: 3 clusters Score -8724824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8724825.000000 Penalty: 5334.662109
	Iteration 48Q: 3 clusters Score -8724825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8724831.000000 Penalty: 5334.662109
	Iteration 49Q: 3 clusters Score -8724831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8724825.000000 Penalty: 5334.662109
	Iteration 50Q: 3 clusters Score -8724825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8724824.000000 Penalty: 5334.662109
	Iteration 51Q: 3 clusters Score -8724824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8724820.000000 Penalty: 5334.662109
	Iteration 52Q: 3 clusters Score -8724820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8724813.000000 Penalty: 5334.662109
	Iteration 53Q: 3 clusters Score -8724813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8724819.000000 Penalty: 5334.662109
	Iteration 54Q: 3 clusters Score -8724819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8724830.000000 Penalty: 5334.662109
	Iteration 55Q: 3 clusters Score -8724830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8724837.000000 Penalty: 5334.662109
	Iteration 56Q: 3 clusters Score -8724837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8724841.000000 Penalty: 5334.662109
	Iteration 57Q: 3 clusters Score -8724841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8724841.000000 Penalty: 5334.662109
	Iteration 58Q: 3 clusters Score -8724841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8724837.000000 Penalty: 5334.662109
	Iteration 59Q: 3 clusters Score -8724837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8724843.000000 Penalty: 5334.662109
	Iteration 60F: 3 clusters Score -8724843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8724845.000000 Penalty: 5334.662109
	Iteration 61Q: 3 clusters Score -8724845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8724845.000000 Penalty: 5334.662109
	Iteration 62F: 3 clusters Score -8724845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (36817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Entering Unmasked Estep 
Score: -6832274.000000 Penalty: 2607.401367
	Iteration 0F: 2 clusters Score -6832274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -6807358.500000 Penalty: 5214.802734
	Iteration 0F: 3 clusters Score -6807358 nChanged 16638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -6816124.500000 Penalty: 5214.802734
	Iteration 1F: 3 clusters Score -6816124 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -6816640.500000 Penalty: 5214.802734
	Iteration 2Q: 3 clusters Score -6816640 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -6817154.500000 Penalty: 5214.802734
	Iteration 3Q: 3 clusters Score -6817154 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -6817636.500000 Penalty: 5214.802734
	Iteration 4Q: 3 clusters Score -6817636 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -6818123.000000 Penalty: 5214.802734
	Iteration 5Q: 3 clusters Score -6818123 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -6818672.500000 Penalty: 5214.802734
	Iteration 6Q: 3 clusters Score -6818672 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -6819318.500000 Penalty: 5214.802734
	Iteration 7Q: 3 clusters Score -6819318 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -6820037.500000 Penalty: 5214.802734
	Iteration 8Q: 3 clusters Score -6820038 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -6820795.500000 Penalty: 5214.802734
	Iteration 9Q: 3 clusters Score -6820796 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -6821698.000000 Penalty: 5214.802734
	Iteration 10Q: 3 clusters Score -6821698 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -6822781.000000 Penalty: 5214.802734
	Iteration 11Q: 3 clusters Score -6822781 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -6823798.500000 Penalty: 5214.802734
	Iteration 12Q: 3 clusters Score -6823798 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -6824669.500000 Penalty: 5214.802734
	Iteration 13Q: 3 clusters Score -6824670 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -6825249.000000 Penalty: 5214.802734
	Iteration 14Q: 3 clusters Score -6825249 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -6825649.500000 Penalty: 5214.802734
	Iteration 15Q: 3 clusters Score -6825650 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -6825927.000000 Penalty: 5214.802734
	Iteration 16Q: 3 clusters Score -6825927 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -6826175.500000 Penalty: 5214.802734
	Iteration 17Q: 3 clusters Score -6826176 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -6826407.500000 Penalty: 5214.802734
	Iteration 18Q: 3 clusters Score -6826408 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -6826606.500000 Penalty: 5214.802734
	Iteration 19Q: 3 clusters Score -6826606 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -6826778.000000 Penalty: 5214.802734
	Iteration 20F: 3 clusters Score -6826778 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -6826955.000000 Penalty: 5214.802734
	Iteration 21Q: 3 clusters Score -6826955 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -6827150.500000 Penalty: 5214.802734
	Iteration 22Q: 3 clusters Score -6827150 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -6827345.000000 Penalty: 5214.802734
	Iteration 23Q: 3 clusters Score -6827345 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -6827524.000000 Penalty: 5214.802734
	Iteration 24Q: 3 clusters Score -6827524 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -6827683.000000 Penalty: 5214.802734
	Iteration 25Q: 3 clusters Score -6827683 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -6827853.500000 Penalty: 5214.802734
	Iteration 26Q: 3 clusters Score -6827854 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -6828022.500000 Penalty: 5214.802734
	Iteration 27Q: 3 clusters Score -6828022 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -6828193.000000 Penalty: 5214.802734
	Iteration 28Q: 3 clusters Score -6828193 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -6828322.500000 Penalty: 5214.802734
	Iteration 29Q: 3 clusters Score -6828322 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -6828474.500000 Penalty: 5214.802734
	Iteration 30Q: 3 clusters Score -6828474 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -6828631.000000 Penalty: 5214.802734
	Iteration 31Q: 3 clusters Score -6828631 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6828763.000000 Penalty: 5214.802734
	Iteration 32Q: 3 clusters Score -6828763 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6828884.500000 Penalty: 5214.802734
	Iteration 33Q: 3 clusters Score -6828884 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6828973.000000 Penalty: 5214.802734
	Iteration 34Q: 3 clusters Score -6828973 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6829073.000000 Penalty: 5214.802734
	Iteration 35Q: 3 clusters Score -6829073 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6829157.000000 Penalty: 5214.802734
	Iteration 36Q: 3 clusters Score -6829157 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6829245.500000 Penalty: 5214.802734
	Iteration 37Q: 3 clusters Score -6829246 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6829339.000000 Penalty: 5214.802734
	Iteration 38Q: 3 clusters Score -6829339 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6829438.000000 Penalty: 5214.802734
	Iteration 39Q: 3 clusters Score -6829438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6829510.500000 Penalty: 5214.802734
	Iteration 40F: 3 clusters Score -6829510 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6829550.000000 Penalty: 5214.802734
	Iteration 41Q: 3 clusters Score -6829550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6829607.500000 Penalty: 5214.802734
	Iteration 42Q: 3 clusters Score -6829608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6829646.500000 Penalty: 5214.802734
	Iteration 43Q: 3 clusters Score -6829646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6829681.000000 Penalty: 5214.802734
	Iteration 44Q: 3 clusters Score -6829681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6829722.000000 Penalty: 5214.802734
	Iteration 45Q: 3 clusters Score -6829722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6829738.000000 Penalty: 5214.802734
	Iteration 46Q: 3 clusters Score -6829738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6829774.500000 Penalty: 5214.802734
	Iteration 47Q: 3 clusters Score -6829774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6829801.500000 Penalty: 5214.802734
	Iteration 48Q: 3 clusters Score -6829802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6829805.500000 Penalty: 5214.802734
	Iteration 49Q: 3 clusters Score -6829806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6829820.000000 Penalty: 5214.802734
	Iteration 50Q: 3 clusters Score -6829820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6829818.000000 Penalty: 5214.802734
	Iteration 51Q: 3 clusters Score -6829818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6829839.500000 Penalty: 5214.802734
	Iteration 52Q: 3 clusters Score -6829840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6829833.500000 Penalty: 5214.802734
	Iteration 53Q: 3 clusters Score -6829834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6829837.500000 Penalty: 5214.802734
	Iteration 54Q: 3 clusters Score -6829838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6829838.000000 Penalty: 5214.802734
	Iteration 55Q: 3 clusters Score -6829838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6829839.000000 Penalty: 5214.802734
	Iteration 56Q: 3 clusters Score -6829839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6829847.000000 Penalty: 5214.802734
	Iteration 57Q: 3 clusters Score -6829847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6829852.000000 Penalty: 5214.802734
	Iteration 58Q: 3 clusters Score -6829852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6829853.500000 Penalty: 5214.802734
	Iteration 59Q: 3 clusters Score -6829854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6829860.000000 Penalty: 5214.802734
	Iteration 60F: 3 clusters Score -6829860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6829871.000000 Penalty: 5214.802734
	Iteration 61Q: 3 clusters Score -6829871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6829880.000000 Penalty: 5214.802734
	Iteration 62Q: 3 clusters Score -6829880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6829874.500000 Penalty: 5214.802734
	Iteration 63Q: 3 clusters Score -6829874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6829880.000000 Penalty: 5214.802734
	Iteration 64Q: 3 clusters Score -6829880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6829890.500000 Penalty: 5214.802734
	Iteration 65Q: 3 clusters Score -6829890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6829887.500000 Penalty: 5214.802734
	Iteration 66Q: 3 clusters Score -6829888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6829892.000000 Penalty: 5214.802734
	Iteration 67Q: 3 clusters Score -6829892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6829905.500000 Penalty: 5214.802734
	Iteration 68Q: 3 clusters Score -6829906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6829912.500000 Penalty: 5214.802734
	Iteration 69Q: 3 clusters Score -6829912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6829914.000000 Penalty: 5214.802734
	Iteration 70Q: 3 clusters Score -6829914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6829908.000000 Penalty: 5214.802734
	Iteration 71Q: 3 clusters Score -6829908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6829905.500000 Penalty: 5214.802734
	Iteration 72Q: 3 clusters Score -6829906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6829911.000000 Penalty: 5214.802734
	Iteration 73Q: 3 clusters Score -6829911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6829911.000000 Penalty: 5214.802734
	Iteration 74Q: 3 clusters Score -6829911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6829915.000000 Penalty: 5214.802734
	Iteration 75Q: 3 clusters Score -6829915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6829921.000000 Penalty: 5214.802734
	Iteration 76Q: 3 clusters Score -6829921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6829918.500000 Penalty: 5214.802734
	Iteration 77Q: 3 clusters Score -6829918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6829918.500000 Penalty: 5214.802734
	Iteration 78F: 3 clusters Score -6829918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 55298 members 
Mstep: Class 3 contains 51783 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 43612 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2432 members 
Mstep: Class 8 contains 21744 members 
Mstep: Class 9 contains 34614 members 
Mstep: Class 10 contains 6352 members 
Mstep: Class 11 contains 53731 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45128 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 44891 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47078 members 
Mstep: Class 23 contains 6354 members 
Mstep: Class 24 contains 41079 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46881 members 
Mstep: Class 28 contains 36817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171776.000000 Penalty: 89117.335938
Iteration 399Q: 28 clusters Score -1.101718e+08 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 55673 members 
Mstep: Class 3 contains 51489 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 43443 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2432 members 
Mstep: Class 8 contains 21596 members 
Mstep: Class 9 contains 34596 members 
Mstep: Class 10 contains 6357 members 
Mstep: Class 11 contains 53699 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45203 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 44804 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47431 members 
Mstep: Class 23 contains 6385 members 
Mstep: Class 24 contains 40911 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47136 members 
Mstep: Class 28 contains 36629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171312.000000 Penalty: 89117.335938
Iteration 400F: 28 clusters Score -1.101713e+08 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 55969 members 
Mstep: Class 3 contains 51302 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 43365 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2431 members 
Mstep: Class 8 contains 21512 members 
Mstep: Class 9 contains 34593 members 
Mstep: Class 10 contains 6372 members 
Mstep: Class 11 contains 53622 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45278 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 44714 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47658 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 40792 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47340 members 
Mstep: Class 28 contains 36470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170856.000000 Penalty: 89117.335938
Iteration 401Q: 28 clusters Score -1.101709e+08 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 56041 members 
Mstep: Class 3 contains 51292 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 43390 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 21415 members 
Mstep: Class 9 contains 34583 members 
Mstep: Class 10 contains 6377 members 
Mstep: Class 11 contains 53637 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45355 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 44697 members 
Mstep: Class 17 contains 6080 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47717 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 40718 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47536 members 
Mstep: Class 28 contains 36312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170392.000000 Penalty: 89117.335938
Iteration 402Q: 28 clusters Score -1.101704e+08 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 55962 members 
Mstep: Class 3 contains 51497 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 43461 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2425 members 
Mstep: Class 8 contains 21335 members 
Mstep: Class 9 contains 34581 members 
Mstep: Class 10 contains 6390 members 
Mstep: Class 11 contains 53616 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45432 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 44706 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47682 members 
Mstep: Class 23 contains 6478 members 
Mstep: Class 24 contains 40653 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47653 members 
Mstep: Class 28 contains 36202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170528.000000 Penalty: 89117.335938
Iteration 403Q: 28 clusters Score -1.101705e+08 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 55744 members 
Mstep: Class 3 contains 51796 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 43624 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2423 members 
Mstep: Class 8 contains 21273 members 
Mstep: Class 9 contains 34573 members 
Mstep: Class 10 contains 6400 members 
Mstep: Class 11 contains 53518 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45503 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 44725 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47602 members 
Mstep: Class 23 contains 6495 members 
Mstep: Class 24 contains 40620 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47745 members 
Mstep: Class 28 contains 36204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169984.000000 Penalty: 89117.335938
Iteration 404Q: 28 clusters Score -1.1017e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 55526 members 
Mstep: Class 3 contains 52200 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 43860 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 2420 members 
Mstep: Class 8 contains 21164 members 
Mstep: Class 9 contains 34561 members 
Mstep: Class 10 contains 6409 members 
Mstep: Class 11 contains 53330 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45547 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44673 members 
Mstep: Class 17 contains 6080 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47504 members 
Mstep: Class 23 contains 6518 members 
Mstep: Class 24 contains 40587 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47819 members 
Mstep: Class 28 contains 36306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169888.000000 Penalty: 89117.335938
Iteration 405Q: 28 clusters Score -1.101699e+08 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 55397 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44156 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2419 members 
Mstep: Class 8 contains 21077 members 
Mstep: Class 9 contains 34560 members 
Mstep: Class 10 contains 6413 members 
Mstep: Class 11 contains 52910 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45571 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44664 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47338 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 40577 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47848 members 
Mstep: Class 28 contains 36486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169760.000000 Penalty: 89117.335938
Iteration 406Q: 28 clusters Score -1.101698e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 55331 members 
Mstep: Class 3 contains 53210 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44608 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2418 members 
Mstep: Class 8 contains 20989 members 
Mstep: Class 9 contains 34560 members 
Mstep: Class 10 contains 6406 members 
Mstep: Class 11 contains 52363 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45574 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44645 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47148 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 40560 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47807 members 
Mstep: Class 28 contains 36754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169632.000000 Penalty: 89117.335938
Iteration 407Q: 28 clusters Score -1.101696e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 55263 members 
Mstep: Class 3 contains 53431 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44945 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2417 members 
Mstep: Class 8 contains 20904 members 
Mstep: Class 9 contains 34546 members 
Mstep: Class 10 contains 6404 members 
Mstep: Class 11 contains 51895 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45582 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44631 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47021 members 
Mstep: Class 23 contains 6559 members 
Mstep: Class 24 contains 40529 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47753 members 
Mstep: Class 28 contains 37107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169576.000000 Penalty: 89117.335938
Iteration 408Q: 28 clusters Score -1.101696e+08 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 55171 members 
Mstep: Class 3 contains 53650 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 45107 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2417 members 
Mstep: Class 8 contains 20806 members 
Mstep: Class 9 contains 34545 members 
Mstep: Class 10 contains 6404 members 
Mstep: Class 11 contains 51597 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45584 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44629 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46859 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 40462 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47703 members 
Mstep: Class 28 contains 37539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169840.000000 Penalty: 89117.335938
Iteration 409Q: 28 clusters Score -1.101698e+08 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 55061 members 
Mstep: Class 3 contains 53874 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 45282 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 2416 members 
Mstep: Class 8 contains 20695 members 
Mstep: Class 9 contains 34532 members 
Mstep: Class 10 contains 6406 members 
Mstep: Class 11 contains 51333 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45613 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44609 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46705 members 
Mstep: Class 23 contains 6589 members 
Mstep: Class 24 contains 40401 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47569 members 
Mstep: Class 28 contains 37977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170200.000000 Penalty: 89117.335938
Iteration 410Q: 28 clusters Score -1.101702e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 54941 members 
Mstep: Class 3 contains 54211 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 45452 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 20587 members 
Mstep: Class 9 contains 34523 members 
Mstep: Class 10 contains 6402 members 
Mstep: Class 11 contains 51148 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45650 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44573 members 
Mstep: Class 17 contains 6051 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46494 members 
Mstep: Class 23 contains 6595 members 
Mstep: Class 24 contains 40302 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47400 members 
Mstep: Class 28 contains 38415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170800.000000 Penalty: 89117.335938
Iteration 411Q: 28 clusters Score -1.101708e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 54816 members 
Mstep: Class 3 contains 54545 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45615 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 20450 members 
Mstep: Class 9 contains 34517 members 
Mstep: Class 10 contains 6407 members 
Mstep: Class 11 contains 50926 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45669 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44523 members 
Mstep: Class 17 contains 6043 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46358 members 
Mstep: Class 23 contains 6599 members 
Mstep: Class 24 contains 40183 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47235 members 
Mstep: Class 28 contains 38819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171536.000000 Penalty: 89117.335938
Iteration 412Q: 28 clusters Score -1.101715e+08 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 54727 members 
Mstep: Class 3 contains 54772 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45724 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2413 members 
Mstep: Class 8 contains 20328 members 
Mstep: Class 9 contains 34521 members 
Mstep: Class 10 contains 6400 members 
Mstep: Class 11 contains 50806 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45692 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44474 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46246 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 40051 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 47053 members 
Mstep: Class 28 contains 39169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171840.000000 Penalty: 89117.335938
Iteration 413Q: 28 clusters Score -1.101718e+08 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 54697 members 
Mstep: Class 3 contains 54970 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45821 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 20188 members 
Mstep: Class 9 contains 34504 members 
Mstep: Class 10 contains 6388 members 
Mstep: Class 11 contains 50720 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45695 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44458 members 
Mstep: Class 17 contains 6043 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46147 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 39893 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46871 members 
Mstep: Class 28 contains 39465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171784.000000 Penalty: 89117.335938
Iteration 414Q: 28 clusters Score -1.101718e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 54727 members 
Mstep: Class 3 contains 55047 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46054 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 20051 members 
Mstep: Class 9 contains 34495 members 
Mstep: Class 10 contains 6371 members 
Mstep: Class 11 contains 50552 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45679 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44486 members 
Mstep: Class 17 contains 6044 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46099 members 
Mstep: Class 23 contains 6601 members 
Mstep: Class 24 contains 39702 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46665 members 
Mstep: Class 28 contains 39654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171856.000000 Penalty: 89117.335938
Iteration 415Q: 28 clusters Score -1.101719e+08 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 54695 members 
Mstep: Class 3 contains 55049 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46295 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 19942 members 
Mstep: Class 9 contains 34472 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 50566 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45693 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44548 members 
Mstep: Class 17 contains 6040 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46017 members 
Mstep: Class 23 contains 6601 members 
Mstep: Class 24 contains 39496 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46403 members 
Mstep: Class 28 contains 39699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172136.000000 Penalty: 89117.335938
Iteration 416Q: 28 clusters Score -1.101721e+08 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 54670 members 
Mstep: Class 3 contains 55153 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46468 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 19875 members 
Mstep: Class 9 contains 34465 members 
Mstep: Class 10 contains 6349 members 
Mstep: Class 11 contains 50730 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45678 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 44636 members 
Mstep: Class 17 contains 6038 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 45967 members 
Mstep: Class 23 contains 6604 members 
Mstep: Class 24 contains 39305 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 46102 members 
Mstep: Class 28 contains 39552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172072.000000 Penalty: 89117.335938
Iteration 417Q: 28 clusters Score -1.101721e+08 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 54635 members 
Mstep: Class 3 contains 55280 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46588 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2408 members 
Mstep: Class 8 contains 19804 members 
Mstep: Class 9 contains 34464 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 51040 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45657 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 44728 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46004 members 
Mstep: Class 23 contains 6609 members 
Mstep: Class 24 contains 39087 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45795 members 
Mstep: Class 28 contains 39310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110172016.000000 Penalty: 89117.335938
Iteration 418Q: 28 clusters Score -1.10172e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 54591 members 
Mstep: Class 3 contains 55539 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46694 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 34460 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 51256 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45681 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 44829 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46074 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 38842 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45540 members 
Mstep: Class 28 contains 39094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171920.000000 Penalty: 89117.335938
Iteration 419Q: 28 clusters Score -1.101719e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 54526 members 
Mstep: Class 3 contains 55843 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46718 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2395 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 34461 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 51503 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45716 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 44951 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46183 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 38598 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45269 members 
Mstep: Class 28 contains 38889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171560.000000 Penalty: 89117.335938
Iteration 420F: 28 clusters Score -1.101716e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 54510 members 
Mstep: Class 3 contains 56017 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46689 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2392 members 
Mstep: Class 8 contains 19487 members 
Mstep: Class 9 contains 34444 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 51755 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45748 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45096 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46386 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 38356 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 45027 members 
Mstep: Class 28 contains 38674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171568.000000 Penalty: 89117.335938
Iteration 421Q: 28 clusters Score -1.101716e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 54500 members 
Mstep: Class 3 contains 56300 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46606 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2389 members 
Mstep: Class 8 contains 19348 members 
Mstep: Class 9 contains 34427 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 52053 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45728 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45233 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46576 members 
Mstep: Class 23 contains 6643 members 
Mstep: Class 24 contains 38126 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 44783 members 
Mstep: Class 28 contains 38517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171168.000000 Penalty: 89117.335938
Iteration 422Q: 28 clusters Score -1.101712e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 54527 members 
Mstep: Class 3 contains 56525 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46504 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2389 members 
Mstep: Class 8 contains 19206 members 
Mstep: Class 9 contains 34377 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 52347 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45755 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45359 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 46795 members 
Mstep: Class 23 contains 6646 members 
Mstep: Class 24 contains 37930 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 44487 members 
Mstep: Class 28 contains 38390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171144.000000 Penalty: 89117.335938
Iteration 423Q: 28 clusters Score -1.101711e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 54473 members 
Mstep: Class 3 contains 56960 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46342 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 19079 members 
Mstep: Class 9 contains 34332 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 52676 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45791 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45442 members 
Mstep: Class 17 contains 6116 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47014 members 
Mstep: Class 23 contains 6654 members 
Mstep: Class 24 contains 37736 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 44201 members 
Mstep: Class 28 contains 38233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171120.000000 Penalty: 89117.335938
Iteration 424Q: 28 clusters Score -1.101711e+08 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 54471 members 
Mstep: Class 3 contains 57315 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46253 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2385 members 
Mstep: Class 8 contains 18975 members 
Mstep: Class 9 contains 34310 members 
Mstep: Class 10 contains 6347 members 
Mstep: Class 11 contains 52937 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45898 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45530 members 
Mstep: Class 17 contains 6138 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47211 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 37525 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 43919 members 
Mstep: Class 28 contains 38071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171088.000000 Penalty: 89117.335938
Iteration 425Q: 28 clusters Score -1.101711e+08 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 54484 members 
Mstep: Class 3 contains 57588 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46191 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 18937 members 
Mstep: Class 9 contains 34280 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 53149 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 45985 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45571 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47455 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 37307 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 43656 members 
Mstep: Class 28 contains 37911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110171040.000000 Penalty: 89117.335938
Iteration 426Q: 28 clusters Score -1.10171e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 54485 members 
Mstep: Class 3 contains 57804 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46090 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 18899 members 
Mstep: Class 9 contains 34265 members 
Mstep: Class 10 contains 6373 members 
Mstep: Class 11 contains 53375 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 46123 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45645 members 
Mstep: Class 17 contains 6167 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47691 members 
Mstep: Class 23 contains 6671 members 
Mstep: Class 24 contains 37096 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 43335 members 
Mstep: Class 28 contains 37790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170872.000000 Penalty: 89117.335938
Iteration 427Q: 28 clusters Score -1.101709e+08 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 54463 members 
Mstep: Class 3 contains 57875 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46008 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 18879 members 
Mstep: Class 9 contains 34246 members 
Mstep: Class 10 contains 6379 members 
Mstep: Class 11 contains 53490 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 46267 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45742 members 
Mstep: Class 17 contains 6180 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 47917 members 
Mstep: Class 23 contains 6678 members 
Mstep: Class 24 contains 36886 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 43062 members 
Mstep: Class 28 contains 37712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170960.000000 Penalty: 89117.335938
Iteration 428Q: 28 clusters Score -1.10171e+08 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 54496 members 
Mstep: Class 3 contains 57945 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45977 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 18853 members 
Mstep: Class 9 contains 34229 members 
Mstep: Class 10 contains 6400 members 
Mstep: Class 11 contains 53606 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46386 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45816 members 
Mstep: Class 17 contains 6187 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48091 members 
Mstep: Class 23 contains 6684 members 
Mstep: Class 24 contains 36678 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 42791 members 
Mstep: Class 28 contains 37623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170600.000000 Penalty: 89117.335938
Iteration 429Q: 28 clusters Score -1.101706e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 54498 members 
Mstep: Class 3 contains 57966 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45933 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 18816 members 
Mstep: Class 9 contains 34216 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 53715 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46502 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 45896 members 
Mstep: Class 17 contains 6195 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48282 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 36493 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 42512 members 
Mstep: Class 28 contains 37514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170552.000000 Penalty: 89117.335938
Iteration 430Q: 28 clusters Score -1.101706e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 54533 members 
Mstep: Class 3 contains 57977 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45920 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 18809 members 
Mstep: Class 9 contains 34217 members 
Mstep: Class 10 contains 6448 members 
Mstep: Class 11 contains 53903 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 46607 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 45981 members 
Mstep: Class 17 contains 6196 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48420 members 
Mstep: Class 23 contains 6703 members 
Mstep: Class 24 contains 36315 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 42199 members 
Mstep: Class 28 contains 37383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169968.000000 Penalty: 89117.335938
Iteration 431Q: 28 clusters Score -1.1017e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 54610 members 
Mstep: Class 3 contains 57924 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45912 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 18803 members 
Mstep: Class 9 contains 34208 members 
Mstep: Class 10 contains 6472 members 
Mstep: Class 11 contains 54065 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 46696 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 46040 members 
Mstep: Class 17 contains 6204 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48557 members 
Mstep: Class 23 contains 6710 members 
Mstep: Class 24 contains 36117 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 41883 members 
Mstep: Class 28 contains 37276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170048.000000 Penalty: 89117.335938
Iteration 432Q: 28 clusters Score -1.1017e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 54657 members 
Mstep: Class 3 contains 57898 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45895 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 18811 members 
Mstep: Class 9 contains 34217 members 
Mstep: Class 10 contains 6486 members 
Mstep: Class 11 contains 54299 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46755 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 46139 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48745 members 
Mstep: Class 23 contains 6722 members 
Mstep: Class 24 contains 35913 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 41482 members 
Mstep: Class 28 contains 37153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170096.000000 Penalty: 89117.335938
Iteration 433Q: 28 clusters Score -1.101701e+08 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 54659 members 
Mstep: Class 3 contains 57904 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45898 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 18825 members 
Mstep: Class 9 contains 34209 members 
Mstep: Class 10 contains 6508 members 
Mstep: Class 11 contains 54541 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46793 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 46225 members 
Mstep: Class 17 contains 6235 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 48931 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 35726 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 41080 members 
Mstep: Class 28 contains 37026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110170144.000000 Penalty: 89117.335938
Iteration 434Q: 28 clusters Score -1.101701e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 54683 members 
Mstep: Class 3 contains 57891 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45926 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 18846 members 
Mstep: Class 9 contains 34199 members 
Mstep: Class 10 contains 6534 members 
Mstep: Class 11 contains 54694 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46838 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 46326 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49093 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 35537 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 40702 members 
Mstep: Class 28 contains 36928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169816.000000 Penalty: 89117.335938
Iteration 435Q: 28 clusters Score -1.101698e+08 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 54706 members 
Mstep: Class 3 contains 57841 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46043 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 18874 members 
Mstep: Class 9 contains 34191 members 
Mstep: Class 10 contains 6555 members 
Mstep: Class 11 contains 54808 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46876 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46461 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49150 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 35379 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 40299 members 
Mstep: Class 28 contains 36813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169496.000000 Penalty: 89117.335938
Iteration 436Q: 28 clusters Score -1.101695e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 54664 members 
Mstep: Class 3 contains 57870 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46124 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2357 members 
Mstep: Class 8 contains 18911 members 
Mstep: Class 9 contains 34196 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 54991 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46916 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46542 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49257 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 35221 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 39854 members 
Mstep: Class 28 contains 36697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169448.000000 Penalty: 89117.335938
Iteration 437Q: 28 clusters Score -1.101694e+08 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 54633 members 
Mstep: Class 3 contains 57921 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46252 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 18948 members 
Mstep: Class 9 contains 34189 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 55122 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46940 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46640 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49331 members 
Mstep: Class 23 contains 6768 members 
Mstep: Class 24 contains 35099 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 39385 members 
Mstep: Class 28 contains 36603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110169464.000000 Penalty: 89117.335938
Iteration 438Q: 28 clusters Score -1.101695e+08 nChanged 3089
Entering ConstructFrom: 
Score: -110169464.000000 Penalty: 89117.335938
Entering ConstructFrom: 
Trying to split cluster 1 (52489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Entering Unmasked Estep 
Score: -9776894.000000 Penalty: 2695.353027
	Iteration 0F: 2 clusters Score -9776894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -9743640.000000 Penalty: 5390.706055
	Iteration 0F: 3 clusters Score -9743640 nChanged 24330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -9757347.000000 Penalty: 5390.706055
	Iteration 1F: 3 clusters Score -9757347 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -9758320.000000 Penalty: 5390.706055
	Iteration 2Q: 3 clusters Score -9758320 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -9759630.000000 Penalty: 5390.706055
	Iteration 3F: 3 clusters Score -9759630 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -9761333.000000 Penalty: 5390.706055
	Iteration 4F: 3 clusters Score -9761333 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -9763734.000000 Penalty: 5390.706055
	Iteration 5F: 3 clusters Score -9763734 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -9766999.000000 Penalty: 5390.706055
	Iteration 6F: 3 clusters Score -9766999 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -9770239.000000 Penalty: 5390.706055
	Iteration 7F: 3 clusters Score -9770239 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -9772373.000000 Penalty: 5390.706055
	Iteration 8F: 3 clusters Score -9772373 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -9773475.000000 Penalty: 5390.706055
	Iteration 9Q: 3 clusters Score -9773475 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -9774255.000000 Penalty: 5390.706055
	Iteration 10Q: 3 clusters Score -9774255 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -9774830.000000 Penalty: 5390.706055
	Iteration 11Q: 3 clusters Score -9774830 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -9775244.000000 Penalty: 5390.706055
	Iteration 12Q: 3 clusters Score -9775244 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -9775580.000000 Penalty: 5390.706055
	Iteration 13Q: 3 clusters Score -9775580 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -9775751.000000 Penalty: 5390.706055
	Iteration 14Q: 3 clusters Score -9775751 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -9775878.000000 Penalty: 5390.706055
	Iteration 15Q: 3 clusters Score -9775878 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -9775878.000000 Penalty: 5390.706055
	Iteration 16Q: 3 clusters Score -9775878 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -9775903.000000 Penalty: 5390.706055
	Iteration 17Q: 3 clusters Score -9775903 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -9775955.000000 Penalty: 5390.706055
	Iteration 18Q: 3 clusters Score -9775955 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -9775948.000000 Penalty: 5390.706055
	Iteration 19Q: 3 clusters Score -9775948 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -9775935.000000 Penalty: 5390.706055
	Iteration 20F: 3 clusters Score -9775935 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -9775944.000000 Penalty: 5390.706055
	Iteration 21Q: 3 clusters Score -9775944 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -9775937.000000 Penalty: 5390.706055
	Iteration 22Q: 3 clusters Score -9775937 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -9775945.000000 Penalty: 5390.706055
	Iteration 23Q: 3 clusters Score -9775945 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -9775951.000000 Penalty: 5390.706055
	Iteration 24Q: 3 clusters Score -9775951 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -9775969.000000 Penalty: 5390.706055
	Iteration 25Q: 3 clusters Score -9775969 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -9775931.000000 Penalty: 5390.706055
	Iteration 26Q: 3 clusters Score -9775931 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -9775910.000000 Penalty: 5390.706055
	Iteration 27Q: 3 clusters Score -9775910 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -9775931.000000 Penalty: 5390.706055
	Iteration 28Q: 3 clusters Score -9775931 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -9775906.000000 Penalty: 5390.706055
	Iteration 29Q: 3 clusters Score -9775906 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -9775929.000000 Penalty: 5390.706055
	Iteration 30Q: 3 clusters Score -9775929 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -9775908.000000 Penalty: 5390.706055
	Iteration 31Q: 3 clusters Score -9775908 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -9775943.000000 Penalty: 5390.706055
	Iteration 32Q: 3 clusters Score -9775943 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -9775928.000000 Penalty: 5390.706055
	Iteration 33Q: 3 clusters Score -9775928 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -9775972.000000 Penalty: 5390.706055
	Iteration 34Q: 3 clusters Score -9775972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -9775947.000000 Penalty: 5390.706055
	Iteration 35Q: 3 clusters Score -9775947 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -9775951.000000 Penalty: 5390.706055
	Iteration 36Q: 3 clusters Score -9775951 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -9775936.000000 Penalty: 5390.706055
	Iteration 37Q: 3 clusters Score -9775936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -9775923.000000 Penalty: 5390.706055
	Iteration 38Q: 3 clusters Score -9775923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -9775911.000000 Penalty: 5390.706055
	Iteration 39Q: 3 clusters Score -9775911 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -9775868.000000 Penalty: 5390.706055
	Iteration 40F: 3 clusters Score -9775868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -9775910.000000 Penalty: 5390.706055
	Iteration 41Q: 3 clusters Score -9775910 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -9775900.000000 Penalty: 5390.706055
	Iteration 42Q: 3 clusters Score -9775900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -9775924.000000 Penalty: 5390.706055
	Iteration 43Q: 3 clusters Score -9775924 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -9775864.000000 Penalty: 5390.706055
	Iteration 44Q: 3 clusters Score -9775864 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -9775857.000000 Penalty: 5390.706055
	Iteration 45Q: 3 clusters Score -9775857 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -9775899.000000 Penalty: 5390.706055
	Iteration 46Q: 3 clusters Score -9775899 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -9775867.000000 Penalty: 5390.706055
	Iteration 47Q: 3 clusters Score -9775867 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -9775883.000000 Penalty: 5390.706055
	Iteration 48Q: 3 clusters Score -9775883 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -9775905.000000 Penalty: 5390.706055
	Iteration 49Q: 3 clusters Score -9775905 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -9775901.000000 Penalty: 5390.706055
	Iteration 50Q: 3 clusters Score -9775901 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -9775907.000000 Penalty: 5390.706055
	Iteration 51Q: 3 clusters Score -9775907 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -9775892.000000 Penalty: 5390.706055
	Iteration 52Q: 3 clusters Score -9775892 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -9775913.000000 Penalty: 5390.706055
	Iteration 53Q: 3 clusters Score -9775913 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -9775899.000000 Penalty: 5390.706055
	Iteration 54Q: 3 clusters Score -9775899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -9775911.000000 Penalty: 5390.706055
	Iteration 55Q: 3 clusters Score -9775911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -9775938.000000 Penalty: 5390.706055
	Iteration 56Q: 3 clusters Score -9775938 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -9775959.000000 Penalty: 5390.706055
	Iteration 57Q: 3 clusters Score -9775959 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -9775964.000000 Penalty: 5390.706055
	Iteration 58Q: 3 clusters Score -9775964 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -9775992.000000 Penalty: 5390.706055
	Iteration 59Q: 3 clusters Score -9775992 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -9775999.000000 Penalty: 5390.706055
	Iteration 60F: 3 clusters Score -9775999 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -9776003.000000 Penalty: 5390.706055
	Iteration 61Q: 3 clusters Score -9776003 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -9776000.000000 Penalty: 5390.706055
	Iteration 62Q: 3 clusters Score -9776000 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -9776023.000000 Penalty: 5390.706055
	Iteration 63Q: 3 clusters Score -9776023 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -9776026.000000 Penalty: 5390.706055
	Iteration 64Q: 3 clusters Score -9776026 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -9776010.000000 Penalty: 5390.706055
	Iteration 65Q: 3 clusters Score -9776010 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -9776001.000000 Penalty: 5390.706055
	Iteration 66Q: 3 clusters Score -9776001 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -9776015.000000 Penalty: 5390.706055
	Iteration 67Q: 3 clusters Score -9776015 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -9776049.000000 Penalty: 5390.706055
	Iteration 68Q: 3 clusters Score -9776049 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -9776067.000000 Penalty: 5390.706055
	Iteration 69Q: 3 clusters Score -9776067 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -9776035.000000 Penalty: 5390.706055
	Iteration 70Q: 3 clusters Score -9776035 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -9776021.000000 Penalty: 5390.706055
	Iteration 71Q: 3 clusters Score -9776021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -9776048.000000 Penalty: 5390.706055
	Iteration 72Q: 3 clusters Score -9776048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -9776030.000000 Penalty: 5390.706055
	Iteration 73Q: 3 clusters Score -9776030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -9776026.000000 Penalty: 5390.706055
	Iteration 74Q: 3 clusters Score -9776026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -9776021.000000 Penalty: 5390.706055
	Iteration 75Q: 3 clusters Score -9776021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -9776014.000000 Penalty: 5390.706055
	Iteration 76Q: 3 clusters Score -9776014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -9776013.000000 Penalty: 5390.706055
	Iteration 77Q: 3 clusters Score -9776013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -9776013.000000 Penalty: 5390.706055
	Iteration 78Q: 3 clusters Score -9776013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -9776007.000000 Penalty: 5390.706055
	Iteration 79Q: 3 clusters Score -9776007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -9776000.000000 Penalty: 5390.706055
	Iteration 80F: 3 clusters Score -9776000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -9776000.000000 Penalty: 5390.706055
	Iteration 81Q: 3 clusters Score -9776000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -9776009.000000 Penalty: 5390.706055
	Iteration 82Q: 3 clusters Score -9776009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -9776003.000000 Penalty: 5390.706055
	Iteration 83Q: 3 clusters Score -9776003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -9776006.000000 Penalty: 5390.706055
	Iteration 84Q: 3 clusters Score -9776006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -9776015.000000 Penalty: 5390.706055
	Iteration 85Q: 3 clusters Score -9776015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -9776013.000000 Penalty: 5390.706055
	Iteration 86Q: 3 clusters Score -9776013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -9776011.000000 Penalty: 5390.706055
	Iteration 87Q: 3 clusters Score -9776011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -9776010.000000 Penalty: 5390.706055
	Iteration 88Q: 3 clusters Score -9776010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -9776015.000000 Penalty: 5390.706055
	Iteration 89Q: 3 clusters Score -9776015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -9776011.000000 Penalty: 5390.706055
	Iteration 90Q: 3 clusters Score -9776011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -9776009.000000 Penalty: 5390.706055
	Iteration 91Q: 3 clusters Score -9776009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -9776013.000000 Penalty: 5390.706055
	Iteration 92Q: 3 clusters Score -9776013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -9776010.000000 Penalty: 5390.706055
	Iteration 93Q: 3 clusters Score -9776010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -9776012.000000 Penalty: 5390.706055
	Iteration 94Q: 3 clusters Score -9776012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -9776030.000000 Penalty: 5390.706055
	Iteration 95Q: 3 clusters Score -9776030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -9776008.000000 Penalty: 5390.706055
	Iteration 96Q: 3 clusters Score -9776008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -9776007.000000 Penalty: 5390.706055
	Iteration 97Q: 3 clusters Score -9776007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -9776003.000000 Penalty: 5390.706055
	Iteration 98Q: 3 clusters Score -9776003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -9776018.000000 Penalty: 5390.706055
	Iteration 99Q: 3 clusters Score -9776018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -9776007.000000 Penalty: 5390.706055
	Iteration 100F: 3 clusters Score -9776007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -9776013.000000 Penalty: 5390.706055
	Iteration 101Q: 3 clusters Score -9776013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -9776014.000000 Penalty: 5390.706055
	Iteration 102Q: 3 clusters Score -9776014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -9776012.000000 Penalty: 5390.706055
	Iteration 103Q: 3 clusters Score -9776012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -9776007.000000 Penalty: 5390.706055
	Iteration 104Q: 3 clusters Score -9776007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -9775999.000000 Penalty: 5390.706055
	Iteration 105Q: 3 clusters Score -9775999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -9776009.000000 Penalty: 5390.706055
	Iteration 106Q: 3 clusters Score -9776009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -9776010.000000 Penalty: 5390.706055
	Iteration 107Q: 3 clusters Score -9776010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -9776012.000000 Penalty: 5390.706055
	Iteration 108Q: 3 clusters Score -9776012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -9776012.000000 Penalty: 5390.706055
	Iteration 109Q: 3 clusters Score -9776012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -9776012.000000 Penalty: 5390.706055
	Iteration 110F: 3 clusters Score -9776012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Entering Unmasked Estep 
Score: -10239995.000000 Penalty: 2705.326904
	Iteration 0F: 2 clusters Score -1.024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -10208882.000000 Penalty: 5410.653809
	Iteration 0F: 3 clusters Score -1.020888e+07 nChanged 25344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -10222903.000000 Penalty: 5410.653809
	Iteration 1F: 3 clusters Score -1.02229e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -10223441.000000 Penalty: 5410.653809
	Iteration 2Q: 3 clusters Score -1.022344e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -10223898.000000 Penalty: 5410.653809
	Iteration 3Q: 3 clusters Score -1.02239e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -10224356.000000 Penalty: 5410.653809
	Iteration 4Q: 3 clusters Score -1.022436e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -10224659.000000 Penalty: 5410.653809
	Iteration 5Q: 3 clusters Score -1.022466e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -10225016.000000 Penalty: 5410.653809
	Iteration 6Q: 3 clusters Score -1.022502e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -10225383.000000 Penalty: 5410.653809
	Iteration 7Q: 3 clusters Score -1.022538e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -10225883.000000 Penalty: 5410.653809
	Iteration 8Q: 3 clusters Score -1.022588e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -10226539.000000 Penalty: 5410.653809
	Iteration 9Q: 3 clusters Score -1.022654e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -10227602.000000 Penalty: 5410.653809
	Iteration 10Q: 3 clusters Score -1.02276e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -10229036.000000 Penalty: 5410.653809
	Iteration 11Q: 3 clusters Score -1.022904e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -10230998.000000 Penalty: 5410.653809
	Iteration 12F: 3 clusters Score -1.0231e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -10233107.000000 Penalty: 5410.653809
	Iteration 13F: 3 clusters Score -1.023311e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -10235037.000000 Penalty: 5410.653809
	Iteration 14F: 3 clusters Score -1.023504e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -10236292.000000 Penalty: 5410.653809
	Iteration 15Q: 3 clusters Score -1.023629e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -10237126.000000 Penalty: 5410.653809
	Iteration 16Q: 3 clusters Score -1.023713e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -10237453.000000 Penalty: 5410.653809
	Iteration 17Q: 3 clusters Score -1.023745e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -10237574.000000 Penalty: 5410.653809
	Iteration 18Q: 3 clusters Score -1.023757e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -10237631.000000 Penalty: 5410.653809
	Iteration 19Q: 3 clusters Score -1.023763e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -10237593.000000 Penalty: 5410.653809
	Iteration 20F: 3 clusters Score -1.023759e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -10237863.000000 Penalty: 5410.653809
	Iteration 21Q: 3 clusters Score -1.023786e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -10237950.000000 Penalty: 5410.653809
	Iteration 22Q: 3 clusters Score -1.023795e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -10238039.000000 Penalty: 5410.653809
	Iteration 23Q: 3 clusters Score -1.023804e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -10238045.000000 Penalty: 5410.653809
	Iteration 24Q: 3 clusters Score -1.023804e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -10238065.000000 Penalty: 5410.653809
	Iteration 25Q: 3 clusters Score -1.023806e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -10238080.000000 Penalty: 5410.653809
	Iteration 26Q: 3 clusters Score -1.023808e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -10238040.000000 Penalty: 5410.653809
	Iteration 27Q: 3 clusters Score -1.023804e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -10237957.000000 Penalty: 5410.653809
	Iteration 28Q: 3 clusters Score -1.023796e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -10237945.000000 Penalty: 5410.653809
	Iteration 29Q: 3 clusters Score -1.023794e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -10237911.000000 Penalty: 5410.653809
	Iteration 30Q: 3 clusters Score -1.023791e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -10237862.000000 Penalty: 5410.653809
	Iteration 31Q: 3 clusters Score -1.023786e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -10237885.000000 Penalty: 5410.653809
	Iteration 32Q: 3 clusters Score -1.023788e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -10237874.000000 Penalty: 5410.653809
	Iteration 33Q: 3 clusters Score -1.023787e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -10237859.000000 Penalty: 5410.653809
	Iteration 34Q: 3 clusters Score -1.023786e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -10237849.000000 Penalty: 5410.653809
	Iteration 35Q: 3 clusters Score -1.023785e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -10237849.000000 Penalty: 5410.653809
	Iteration 36Q: 3 clusters Score -1.023785e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -10237864.000000 Penalty: 5410.653809
	Iteration 37Q: 3 clusters Score -1.023786e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -10237873.000000 Penalty: 5410.653809
	Iteration 38Q: 3 clusters Score -1.023787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -10237895.000000 Penalty: 5410.653809
	Iteration 39Q: 3 clusters Score -1.02379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -10237918.000000 Penalty: 5410.653809
	Iteration 40F: 3 clusters Score -1.023792e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -10237905.000000 Penalty: 5410.653809
	Iteration 41Q: 3 clusters Score -1.02379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -10237919.000000 Penalty: 5410.653809
	Iteration 42Q: 3 clusters Score -1.023792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -10237916.000000 Penalty: 5410.653809
	Iteration 43Q: 3 clusters Score -1.023792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -10237916.000000 Penalty: 5410.653809
	Iteration 44Q: 3 clusters Score -1.023792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -10237925.000000 Penalty: 5410.653809
	Iteration 45Q: 3 clusters Score -1.023792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -10237929.000000 Penalty: 5410.653809
	Iteration 46Q: 3 clusters Score -1.023793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -10237932.000000 Penalty: 5410.653809
	Iteration 47Q: 3 clusters Score -1.023793e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -10237958.000000 Penalty: 5410.653809
	Iteration 48Q: 3 clusters Score -1.023796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -10237958.000000 Penalty: 5410.653809
	Iteration 49Q: 3 clusters Score -1.023796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -10237954.000000 Penalty: 5410.653809
	Iteration 50Q: 3 clusters Score -1.023795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -10237948.000000 Penalty: 5410.653809
	Iteration 51Q: 3 clusters Score -1.023795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -10237944.000000 Penalty: 5410.653809
	Iteration 52Q: 3 clusters Score -1.023794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -10237920.000000 Penalty: 5410.653809
	Iteration 53Q: 3 clusters Score -1.023792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -10237934.000000 Penalty: 5410.653809
	Iteration 54Q: 3 clusters Score -1.023793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -10237938.000000 Penalty: 5410.653809
	Iteration 55Q: 3 clusters Score -1.023794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -10237941.000000 Penalty: 5410.653809
	Iteration 56Q: 3 clusters Score -1.023794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -10237942.000000 Penalty: 5410.653809
	Iteration 57Q: 3 clusters Score -1.023794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -10237945.000000 Penalty: 5410.653809
	Iteration 58Q: 3 clusters Score -1.023794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -10237952.000000 Penalty: 5410.653809
	Iteration 59Q: 3 clusters Score -1.023795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -10237954.000000 Penalty: 5410.653809
	Iteration 60F: 3 clusters Score -1.023795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Entering Unmasked Estep 
Score: -10845734.000000 Penalty: 2720.262695
	Iteration 0F: 2 clusters Score -1.084573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -10813638.000000 Penalty: 5440.525391
	Iteration 0F: 3 clusters Score -1.081364e+07 nChanged 26858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -10828915.000000 Penalty: 5440.525391
	Iteration 1F: 3 clusters Score -1.082892e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -10829676.000000 Penalty: 5440.525391
	Iteration 2Q: 3 clusters Score -1.082968e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -10830560.000000 Penalty: 5440.525391
	Iteration 3Q: 3 clusters Score -1.083056e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -10831519.000000 Penalty: 5440.525391
	Iteration 4Q: 3 clusters Score -1.083152e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -10832700.000000 Penalty: 5440.525391
	Iteration 5Q: 3 clusters Score -1.08327e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -10834211.000000 Penalty: 5440.525391
	Iteration 6Q: 3 clusters Score -1.083421e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -10836082.000000 Penalty: 5440.525391
	Iteration 7F: 3 clusters Score -1.083608e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -10838377.000000 Penalty: 5440.525391
	Iteration 8F: 3 clusters Score -1.083838e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -10840717.000000 Penalty: 5440.525391
	Iteration 9F: 3 clusters Score -1.084072e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -10842362.000000 Penalty: 5440.525391
	Iteration 10Q: 3 clusters Score -1.084236e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -10843361.000000 Penalty: 5440.525391
	Iteration 11Q: 3 clusters Score -1.084336e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -10843952.000000 Penalty: 5440.525391
	Iteration 12Q: 3 clusters Score -1.084395e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -10844324.000000 Penalty: 5440.525391
	Iteration 13Q: 3 clusters Score -1.084432e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -10844675.000000 Penalty: 5440.525391
	Iteration 14Q: 3 clusters Score -1.084468e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -10845074.000000 Penalty: 5440.525391
	Iteration 15Q: 3 clusters Score -1.084507e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -10845436.000000 Penalty: 5440.525391
	Iteration 16Q: 3 clusters Score -1.084544e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -10845852.000000 Penalty: 5440.525391
	Iteration 17Q: 3 clusters Score -1.084585e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -10846082.000000 Penalty: 5440.525391
	Iteration 18Q: 3 clusters Score -1.084608e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -10846373.000000 Penalty: 5440.525391
	Iteration 19Q: 3 clusters Score -1.084637e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -10846766.000000 Penalty: 5440.525391
	Iteration 20F: 3 clusters Score -1.084677e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -10846968.000000 Penalty: 5440.525391
	Iteration 21Q: 3 clusters Score -1.084697e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -10847133.000000 Penalty: 5440.525391
	Iteration 22Q: 3 clusters Score -1.084713e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -10847287.000000 Penalty: 5440.525391
	Iteration 23Q: 3 clusters Score -1.084729e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -10847351.000000 Penalty: 5440.525391
	Iteration 24Q: 3 clusters Score -1.084735e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -10847459.000000 Penalty: 5440.525391
	Iteration 25Q: 3 clusters Score -1.084746e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -10847584.000000 Penalty: 5440.525391
	Iteration 26Q: 3 clusters Score -1.084758e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -10847644.000000 Penalty: 5440.525391
	Iteration 27Q: 3 clusters Score -1.084764e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -10847732.000000 Penalty: 5440.525391
	Iteration 28Q: 3 clusters Score -1.084773e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -10847814.000000 Penalty: 5440.525391
	Iteration 29Q: 3 clusters Score -1.084781e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -10847782.000000 Penalty: 5440.525391
	Iteration 30Q: 3 clusters Score -1.084778e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -10847977.000000 Penalty: 5440.525391
	Iteration 31Q: 3 clusters Score -1.084798e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -10847981.000000 Penalty: 5440.525391
	Iteration 32Q: 3 clusters Score -1.084798e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -10848003.000000 Penalty: 5440.525391
	Iteration 33Q: 3 clusters Score -1.0848e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -10847962.000000 Penalty: 5440.525391
	Iteration 34Q: 3 clusters Score -1.084796e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -10847997.000000 Penalty: 5440.525391
	Iteration 35Q: 3 clusters Score -1.0848e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -10848010.000000 Penalty: 5440.525391
	Iteration 36Q: 3 clusters Score -1.084801e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -10848047.000000 Penalty: 5440.525391
	Iteration 37Q: 3 clusters Score -1.084805e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -10848106.000000 Penalty: 5440.525391
	Iteration 38Q: 3 clusters Score -1.084811e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -10848054.000000 Penalty: 5440.525391
	Iteration 39Q: 3 clusters Score -1.084805e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -10848066.000000 Penalty: 5440.525391
	Iteration 40F: 3 clusters Score -1.084807e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -10848063.000000 Penalty: 5440.525391
	Iteration 41Q: 3 clusters Score -1.084806e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -10848060.000000 Penalty: 5440.525391
	Iteration 42Q: 3 clusters Score -1.084806e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -10848091.000000 Penalty: 5440.525391
	Iteration 43Q: 3 clusters Score -1.084809e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -10848111.000000 Penalty: 5440.525391
	Iteration 44Q: 3 clusters Score -1.084811e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -10848109.000000 Penalty: 5440.525391
	Iteration 45Q: 3 clusters Score -1.084811e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -10848174.000000 Penalty: 5440.525391
	Iteration 46Q: 3 clusters Score -1.084817e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -10848176.000000 Penalty: 5440.525391
	Iteration 47Q: 3 clusters Score -1.084818e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -10848114.000000 Penalty: 5440.525391
	Iteration 48Q: 3 clusters Score -1.084811e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -10848139.000000 Penalty: 5440.525391
	Iteration 49Q: 3 clusters Score -1.084814e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -10848183.000000 Penalty: 5440.525391
	Iteration 50Q: 3 clusters Score -1.084818e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -10848188.000000 Penalty: 5440.525391
	Iteration 51Q: 3 clusters Score -1.084819e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -10848179.000000 Penalty: 5440.525391
	Iteration 52Q: 3 clusters Score -1.084818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -10848181.000000 Penalty: 5440.525391
	Iteration 53Q: 3 clusters Score -1.084818e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -10848205.000000 Penalty: 5440.525391
	Iteration 54Q: 3 clusters Score -1.08482e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -10848174.000000 Penalty: 5440.525391
	Iteration 55Q: 3 clusters Score -1.084817e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -10848224.000000 Penalty: 5440.525391
	Iteration 56Q: 3 clusters Score -1.084822e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -10848235.000000 Penalty: 5440.525391
	Iteration 57Q: 3 clusters Score -1.084824e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -10848219.000000 Penalty: 5440.525391
	Iteration 58Q: 3 clusters Score -1.084822e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -10848240.000000 Penalty: 5440.525391
	Iteration 59Q: 3 clusters Score -1.084824e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -10848238.000000 Penalty: 5440.525391
	Iteration 60F: 3 clusters Score -1.084824e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -10848246.000000 Penalty: 5440.525391
	Iteration 61Q: 3 clusters Score -1.084825e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -10848223.000000 Penalty: 5440.525391
	Iteration 62Q: 3 clusters Score -1.084822e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -10848252.000000 Penalty: 5440.525391
	Iteration 63Q: 3 clusters Score -1.084825e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -10848323.000000 Penalty: 5440.525391
	Iteration 64Q: 3 clusters Score -1.084832e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -10848381.000000 Penalty: 5440.525391
	Iteration 65Q: 3 clusters Score -1.084838e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -10848338.000000 Penalty: 5440.525391
	Iteration 66Q: 3 clusters Score -1.084834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -10848342.000000 Penalty: 5440.525391
	Iteration 67Q: 3 clusters Score -1.084834e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -10848345.000000 Penalty: 5440.525391
	Iteration 68Q: 3 clusters Score -1.084834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -10848289.000000 Penalty: 5440.525391
	Iteration 69Q: 3 clusters Score -1.084829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -10848330.000000 Penalty: 5440.525391
	Iteration 70Q: 3 clusters Score -1.084833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -10848370.000000 Penalty: 5440.525391
	Iteration 71Q: 3 clusters Score -1.084837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -10848386.000000 Penalty: 5440.525391
	Iteration 72Q: 3 clusters Score -1.084839e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -10848374.000000 Penalty: 5440.525391
	Iteration 73Q: 3 clusters Score -1.084837e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -10848396.000000 Penalty: 5440.525391
	Iteration 74Q: 3 clusters Score -1.08484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -10848367.000000 Penalty: 5440.525391
	Iteration 75Q: 3 clusters Score -1.084837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -10848322.000000 Penalty: 5440.525391
	Iteration 76Q: 3 clusters Score -1.084832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -10848356.000000 Penalty: 5440.525391
	Iteration 77Q: 3 clusters Score -1.084836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -10848369.000000 Penalty: 5440.525391
	Iteration 78Q: 3 clusters Score -1.084837e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -10848390.000000 Penalty: 5440.525391
	Iteration 79Q: 3 clusters Score -1.084839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -10848347.000000 Penalty: 5440.525391
	Iteration 80F: 3 clusters Score -1.084835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -10848372.000000 Penalty: 5440.525391
	Iteration 81Q: 3 clusters Score -1.084837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -10848347.000000 Penalty: 5440.525391
	Iteration 82Q: 3 clusters Score -1.084835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -10848313.000000 Penalty: 5440.525391
	Iteration 83Q: 3 clusters Score -1.084831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -10848295.000000 Penalty: 5440.525391
	Iteration 84Q: 3 clusters Score -1.08483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -10848277.000000 Penalty: 5440.525391
	Iteration 85Q: 3 clusters Score -1.084828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -10848287.000000 Penalty: 5440.525391
	Iteration 86Q: 3 clusters Score -1.084829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -10848278.000000 Penalty: 5440.525391
	Iteration 87Q: 3 clusters Score -1.084828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -10848273.000000 Penalty: 5440.525391
	Iteration 88Q: 3 clusters Score -1.084827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -10848276.000000 Penalty: 5440.525391
	Iteration 89Q: 3 clusters Score -1.084828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -10848276.000000 Penalty: 5440.525391
	Iteration 90F: 3 clusters Score -1.084828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 54643 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46399 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2356 members 
Mstep: Class 8 contains 18979 members 
Mstep: Class 9 contains 34193 members 
Mstep: Class 10 contains 6639 members 
Mstep: Class 11 contains 55190 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46946 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46781 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 45114 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49334 members 
Mstep: Class 23 contains 6788 members 
Mstep: Class 24 contains 34983 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 38859 members 
Mstep: Class 28 contains 36511 members 
Entering Unmasked Estep 
Score: -110171528.000000 Penalty: 92417.976562
Splitting cluster 3 changes total score from -110169464.000000 to -110171528.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -68986.921875 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -68986.92 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 238 members 
Entering Unmasked Estep 
Score: -67665.187500 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -67665.19 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68029.476562 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -68029.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68193.312500 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -68193.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68305.171875 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -68305.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68334.976562 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -68334.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68354.890625 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -68354.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68364.109375 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -68364.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68373.250000 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -68373.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68378.640625 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -68378.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68392.234375 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -68392.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68398.859375 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -68398.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68400.500000 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -68400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68400.500000 Penalty: 3024.645020
	Iteration 12F: 3 clusters Score -68400.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Entering Unmasked Estep 
Score: -8683552.000000 Penalty: 2664.768311
	Iteration 0F: 2 clusters Score -8683552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -8654347.000000 Penalty: 5329.536621
	Iteration 0F: 3 clusters Score -8654347 nChanged 21353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -8666415.000000 Penalty: 5329.536621
	Iteration 1F: 3 clusters Score -8666415 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -8667188.000000 Penalty: 5329.536621
	Iteration 2Q: 3 clusters Score -8667188 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -8668047.000000 Penalty: 5329.536621
	Iteration 3Q: 3 clusters Score -8668047 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -8668996.000000 Penalty: 5329.536621
	Iteration 4Q: 3 clusters Score -8668996 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -8670184.000000 Penalty: 5329.536621
	Iteration 5F: 3 clusters Score -8670184 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -8671630.000000 Penalty: 5329.536621
	Iteration 6F: 3 clusters Score -8671630 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -8673506.000000 Penalty: 5329.536621
	Iteration 7F: 3 clusters Score -8673506 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -8675760.000000 Penalty: 5329.536621
	Iteration 8F: 3 clusters Score -8675760 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -8677844.000000 Penalty: 5329.536621
	Iteration 9F: 3 clusters Score -8677844 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -8679208.000000 Penalty: 5329.536621
	Iteration 10Q: 3 clusters Score -8679208 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -8679985.000000 Penalty: 5329.536621
	Iteration 11Q: 3 clusters Score -8679985 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -8680533.000000 Penalty: 5329.536621
	Iteration 12Q: 3 clusters Score -8680533 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -8680934.000000 Penalty: 5329.536621
	Iteration 13Q: 3 clusters Score -8680934 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -8681321.000000 Penalty: 5329.536621
	Iteration 14Q: 3 clusters Score -8681321 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -8681598.000000 Penalty: 5329.536621
	Iteration 15Q: 3 clusters Score -8681598 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -8681773.000000 Penalty: 5329.536621
	Iteration 16Q: 3 clusters Score -8681773 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -8681869.000000 Penalty: 5329.536621
	Iteration 17Q: 3 clusters Score -8681869 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -8681943.000000 Penalty: 5329.536621
	Iteration 18Q: 3 clusters Score -8681943 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -8682019.000000 Penalty: 5329.536621
	Iteration 19Q: 3 clusters Score -8682019 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -8682076.000000 Penalty: 5329.536621
	Iteration 20F: 3 clusters Score -8682076 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -8682088.000000 Penalty: 5329.536621
	Iteration 21Q: 3 clusters Score -8682088 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -8682103.000000 Penalty: 5329.536621
	Iteration 22Q: 3 clusters Score -8682103 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -8682089.000000 Penalty: 5329.536621
	Iteration 23Q: 3 clusters Score -8682089 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -8682084.000000 Penalty: 5329.536621
	Iteration 24Q: 3 clusters Score -8682084 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -8682044.000000 Penalty: 5329.536621
	Iteration 25Q: 3 clusters Score -8682044 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -8682056.000000 Penalty: 5329.536621
	Iteration 26Q: 3 clusters Score -8682056 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -8682057.000000 Penalty: 5329.536621
	Iteration 27Q: 3 clusters Score -8682057 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -8682001.000000 Penalty: 5329.536621
	Iteration 28Q: 3 clusters Score -8682001 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -8681983.000000 Penalty: 5329.536621
	Iteration 29Q: 3 clusters Score -8681983 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -8681951.000000 Penalty: 5329.536621
	Iteration 30Q: 3 clusters Score -8681951 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -8681905.000000 Penalty: 5329.536621
	Iteration 31Q: 3 clusters Score -8681905 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -8681896.000000 Penalty: 5329.536621
	Iteration 32Q: 3 clusters Score -8681896 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -8681905.000000 Penalty: 5329.536621
	Iteration 33Q: 3 clusters Score -8681905 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -8681876.000000 Penalty: 5329.536621
	Iteration 34Q: 3 clusters Score -8681876 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -8681888.000000 Penalty: 5329.536621
	Iteration 35Q: 3 clusters Score -8681888 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8681861.000000 Penalty: 5329.536621
	Iteration 36Q: 3 clusters Score -8681861 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8681885.000000 Penalty: 5329.536621
	Iteration 37Q: 3 clusters Score -8681885 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8681848.000000 Penalty: 5329.536621
	Iteration 38Q: 3 clusters Score -8681848 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8681853.000000 Penalty: 5329.536621
	Iteration 39Q: 3 clusters Score -8681853 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8681886.000000 Penalty: 5329.536621
	Iteration 40F: 3 clusters Score -8681886 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8681841.000000 Penalty: 5329.536621
	Iteration 41Q: 3 clusters Score -8681841 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -8681826.000000 Penalty: 5329.536621
	Iteration 42Q: 3 clusters Score -8681826 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8681790.000000 Penalty: 5329.536621
	Iteration 43Q: 3 clusters Score -8681790 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8681772.000000 Penalty: 5329.536621
	Iteration 44Q: 3 clusters Score -8681772 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8681783.000000 Penalty: 5329.536621
	Iteration 45Q: 3 clusters Score -8681783 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8681795.000000 Penalty: 5329.536621
	Iteration 46Q: 3 clusters Score -8681795 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8681820.000000 Penalty: 5329.536621
	Iteration 47Q: 3 clusters Score -8681820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8681842.000000 Penalty: 5329.536621
	Iteration 48Q: 3 clusters Score -8681842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8681871.000000 Penalty: 5329.536621
	Iteration 49Q: 3 clusters Score -8681871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8681900.000000 Penalty: 5329.536621
	Iteration 50Q: 3 clusters Score -8681900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8681919.000000 Penalty: 5329.536621
	Iteration 51Q: 3 clusters Score -8681919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8681920.000000 Penalty: 5329.536621
	Iteration 52Q: 3 clusters Score -8681920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8681950.000000 Penalty: 5329.536621
	Iteration 53Q: 3 clusters Score -8681950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8681959.000000 Penalty: 5329.536621
	Iteration 54Q: 3 clusters Score -8681959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8681964.000000 Penalty: 5329.536621
	Iteration 55Q: 3 clusters Score -8681964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8681965.000000 Penalty: 5329.536621
	Iteration 56Q: 3 clusters Score -8681965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8681976.000000 Penalty: 5329.536621
	Iteration 57Q: 3 clusters Score -8681976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8681972.000000 Penalty: 5329.536621
	Iteration 58Q: 3 clusters Score -8681972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8681979.000000 Penalty: 5329.536621
	Iteration 59Q: 3 clusters Score -8681979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8681979.000000 Penalty: 5329.536621
	Iteration 60F: 3 clusters Score -8681979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8681978.000000 Penalty: 5329.536621
	Iteration 61Q: 3 clusters Score -8681978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8681978.000000 Penalty: 5329.536621
	Iteration 62Q: 3 clusters Score -8681978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8681975.000000 Penalty: 5329.536621
	Iteration 63Q: 3 clusters Score -8681975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8681979.000000 Penalty: 5329.536621
	Iteration 64Q: 3 clusters Score -8681979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8681979.000000 Penalty: 5329.536621
	Iteration 65F: 3 clusters Score -8681979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -53699.097656 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -53699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -52420.105469 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -52420.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -52560.191406 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -52560.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -52621.273438 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -52621.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -52638.332031 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -52638.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -52648.093750 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -52648.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -52655.558594 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -52655.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -52655.558594 Penalty: 2853.275879
	Iteration 6F: 3 clusters Score -52655.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -421381.437500 Penalty: 1925.650635
	Iteration 0F: 2 clusters Score -421381.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -418530.968750 Penalty: 3851.301270
	Iteration 0F: 3 clusters Score -418531 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -419005.500000 Penalty: 3851.301270
	Iteration 1F: 3 clusters Score -419005.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -419130.031250 Penalty: 3851.301270
	Iteration 2F: 3 clusters Score -419130 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -419205.750000 Penalty: 3851.301270
	Iteration 3Q: 3 clusters Score -419205.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -419257.343750 Penalty: 3851.301270
	Iteration 4Q: 3 clusters Score -419257.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -419292.312500 Penalty: 3851.301270
	Iteration 5Q: 3 clusters Score -419292.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -419323.937500 Penalty: 3851.301270
	Iteration 6Q: 3 clusters Score -419323.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -419346.875000 Penalty: 3851.301270
	Iteration 7Q: 3 clusters Score -419346.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -419366.593750 Penalty: 3851.301270
	Iteration 8Q: 3 clusters Score -419366.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -419376.031250 Penalty: 3851.301270
	Iteration 9Q: 3 clusters Score -419376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -419382.437500 Penalty: 3851.301270
	Iteration 10Q: 3 clusters Score -419382.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -419386.750000 Penalty: 3851.301270
	Iteration 11Q: 3 clusters Score -419386.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -419389.843750 Penalty: 3851.301270
	Iteration 12Q: 3 clusters Score -419389.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -419393.187500 Penalty: 3851.301270
	Iteration 13Q: 3 clusters Score -419393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -419395.625000 Penalty: 3851.301270
	Iteration 14Q: 3 clusters Score -419395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -419399.062500 Penalty: 3851.301270
	Iteration 15Q: 3 clusters Score -419399.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -419400.656250 Penalty: 3851.301270
	Iteration 16Q: 3 clusters Score -419400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -419400.781250 Penalty: 3851.301270
	Iteration 17Q: 3 clusters Score -419400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -419401.062500 Penalty: 3851.301270
	Iteration 18Q: 3 clusters Score -419401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -419401.125000 Penalty: 3851.301270
	Iteration 19Q: 3 clusters Score -419401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -419401.125000 Penalty: 3851.301270
	Iteration 20F: 3 clusters Score -419401.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Entering Unmasked Estep 
Score: -3510125.500000 Penalty: 2443.070068
	Iteration 0F: 2 clusters Score -3510126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3496708.500000 Penalty: 4886.140137
	Iteration 0F: 3 clusters Score -3496708 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3501151.250000 Penalty: 4886.140137
	Iteration 1F: 3 clusters Score -3501151 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3501541.250000 Penalty: 4886.140137
	Iteration 2F: 3 clusters Score -3501541 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3501851.750000 Penalty: 4886.140137
	Iteration 3Q: 3 clusters Score -3501852 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3502181.750000 Penalty: 4886.140137
	Iteration 4Q: 3 clusters Score -3502182 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3502534.250000 Penalty: 4886.140137
	Iteration 5Q: 3 clusters Score -3502534 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3502915.500000 Penalty: 4886.140137
	Iteration 6Q: 3 clusters Score -3502916 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3503346.750000 Penalty: 4886.140137
	Iteration 7Q: 3 clusters Score -3503347 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3503790.250000 Penalty: 4886.140137
	Iteration 8Q: 3 clusters Score -3503790 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3504287.000000 Penalty: 4886.140137
	Iteration 9Q: 3 clusters Score -3504287 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3504788.750000 Penalty: 4886.140137
	Iteration 10Q: 3 clusters Score -3504789 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3505236.500000 Penalty: 4886.140137
	Iteration 11Q: 3 clusters Score -3505236 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3505572.250000 Penalty: 4886.140137
	Iteration 12Q: 3 clusters Score -3505572 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3505797.750000 Penalty: 4886.140137
	Iteration 13Q: 3 clusters Score -3505798 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3505927.500000 Penalty: 4886.140137
	Iteration 14Q: 3 clusters Score -3505928 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3506025.250000 Penalty: 4886.140137
	Iteration 15Q: 3 clusters Score -3506025 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3506053.500000 Penalty: 4886.140137
	Iteration 16Q: 3 clusters Score -3506054 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3506113.250000 Penalty: 4886.140137
	Iteration 17Q: 3 clusters Score -3506113 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3506144.250000 Penalty: 4886.140137
	Iteration 18Q: 3 clusters Score -3506144 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3506165.250000 Penalty: 4886.140137
	Iteration 19Q: 3 clusters Score -3506165 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3506204.000000 Penalty: 4886.140137
	Iteration 20F: 3 clusters Score -3506204 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3506206.750000 Penalty: 4886.140137
	Iteration 21Q: 3 clusters Score -3506207 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3506237.250000 Penalty: 4886.140137
	Iteration 22Q: 3 clusters Score -3506237 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3506262.250000 Penalty: 4886.140137
	Iteration 23Q: 3 clusters Score -3506262 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3506281.500000 Penalty: 4886.140137
	Iteration 24Q: 3 clusters Score -3506282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3506296.500000 Penalty: 4886.140137
	Iteration 25Q: 3 clusters Score -3506296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3506310.000000 Penalty: 4886.140137
	Iteration 26Q: 3 clusters Score -3506310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3506316.500000 Penalty: 4886.140137
	Iteration 27Q: 3 clusters Score -3506316 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3506335.500000 Penalty: 4886.140137
	Iteration 28Q: 3 clusters Score -3506336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3506358.250000 Penalty: 4886.140137
	Iteration 29Q: 3 clusters Score -3506358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3506375.500000 Penalty: 4886.140137
	Iteration 30Q: 3 clusters Score -3506376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3506381.250000 Penalty: 4886.140137
	Iteration 31Q: 3 clusters Score -3506381 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3506405.250000 Penalty: 4886.140137
	Iteration 32Q: 3 clusters Score -3506405 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3506415.500000 Penalty: 4886.140137
	Iteration 33Q: 3 clusters Score -3506416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3506421.500000 Penalty: 4886.140137
	Iteration 34Q: 3 clusters Score -3506422 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3506439.500000 Penalty: 4886.140137
	Iteration 35Q: 3 clusters Score -3506440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3506455.750000 Penalty: 4886.140137
	Iteration 36Q: 3 clusters Score -3506456 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3506476.500000 Penalty: 4886.140137
	Iteration 37Q: 3 clusters Score -3506476 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3506512.750000 Penalty: 4886.140137
	Iteration 38Q: 3 clusters Score -3506513 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3506544.000000 Penalty: 4886.140137
	Iteration 39Q: 3 clusters Score -3506544 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3506558.500000 Penalty: 4886.140137
	Iteration 40F: 3 clusters Score -3506558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3506583.750000 Penalty: 4886.140137
	Iteration 41Q: 3 clusters Score -3506584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3506598.000000 Penalty: 4886.140137
	Iteration 42Q: 3 clusters Score -3506598 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3506629.500000 Penalty: 4886.140137
	Iteration 43Q: 3 clusters Score -3506630 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3506670.500000 Penalty: 4886.140137
	Iteration 44Q: 3 clusters Score -3506670 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3506712.750000 Penalty: 4886.140137
	Iteration 45Q: 3 clusters Score -3506713 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3506773.500000 Penalty: 4886.140137
	Iteration 46Q: 3 clusters Score -3506774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3506815.250000 Penalty: 4886.140137
	Iteration 47Q: 3 clusters Score -3506815 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3506856.250000 Penalty: 4886.140137
	Iteration 48Q: 3 clusters Score -3506856 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3506906.750000 Penalty: 4886.140137
	Iteration 49Q: 3 clusters Score -3506907 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3506985.750000 Penalty: 4886.140137
	Iteration 50Q: 3 clusters Score -3506986 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3507044.250000 Penalty: 4886.140137
	Iteration 51Q: 3 clusters Score -3507044 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3507123.750000 Penalty: 4886.140137
	Iteration 52Q: 3 clusters Score -3507124 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3507184.750000 Penalty: 4886.140137
	Iteration 53Q: 3 clusters Score -3507185 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3507267.500000 Penalty: 4886.140137
	Iteration 54Q: 3 clusters Score -3507268 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3507331.500000 Penalty: 4886.140137
	Iteration 55Q: 3 clusters Score -3507332 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3507386.000000 Penalty: 4886.140137
	Iteration 56Q: 3 clusters Score -3507386 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3507441.000000 Penalty: 4886.140137
	Iteration 57Q: 3 clusters Score -3507441 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3507480.750000 Penalty: 4886.140137
	Iteration 58Q: 3 clusters Score -3507481 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3507525.750000 Penalty: 4886.140137
	Iteration 59Q: 3 clusters Score -3507526 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3507574.750000 Penalty: 4886.140137
	Iteration 60F: 3 clusters Score -3507575 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3507622.750000 Penalty: 4886.140137
	Iteration 61Q: 3 clusters Score -3507623 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3507659.250000 Penalty: 4886.140137
	Iteration 62Q: 3 clusters Score -3507659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3507685.750000 Penalty: 4886.140137
	Iteration 63Q: 3 clusters Score -3507686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3507715.750000 Penalty: 4886.140137
	Iteration 64Q: 3 clusters Score -3507716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3507732.000000 Penalty: 4886.140137
	Iteration 65Q: 3 clusters Score -3507732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3507758.500000 Penalty: 4886.140137
	Iteration 66Q: 3 clusters Score -3507758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3507768.250000 Penalty: 4886.140137
	Iteration 67Q: 3 clusters Score -3507768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3507792.500000 Penalty: 4886.140137
	Iteration 68Q: 3 clusters Score -3507792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3507805.750000 Penalty: 4886.140137
	Iteration 69Q: 3 clusters Score -3507806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3507822.750000 Penalty: 4886.140137
	Iteration 70Q: 3 clusters Score -3507823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3507836.500000 Penalty: 4886.140137
	Iteration 71Q: 3 clusters Score -3507836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -3507856.500000 Penalty: 4886.140137
	Iteration 72Q: 3 clusters Score -3507856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3507880.000000 Penalty: 4886.140137
	Iteration 73Q: 3 clusters Score -3507880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3507884.750000 Penalty: 4886.140137
	Iteration 74Q: 3 clusters Score -3507885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3507912.500000 Penalty: 4886.140137
	Iteration 75Q: 3 clusters Score -3507912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3507918.750000 Penalty: 4886.140137
	Iteration 76Q: 3 clusters Score -3507919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3507926.000000 Penalty: 4886.140137
	Iteration 77Q: 3 clusters Score -3507926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3507932.750000 Penalty: 4886.140137
	Iteration 78Q: 3 clusters Score -3507933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3507939.500000 Penalty: 4886.140137
	Iteration 79Q: 3 clusters Score -3507940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -3507946.000000 Penalty: 4886.140137
	Iteration 80F: 3 clusters Score -3507946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3507951.250000 Penalty: 4886.140137
	Iteration 81Q: 3 clusters Score -3507951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3507960.250000 Penalty: 4886.140137
	Iteration 82Q: 3 clusters Score -3507960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3507980.250000 Penalty: 4886.140137
	Iteration 83Q: 3 clusters Score -3507980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3507983.250000 Penalty: 4886.140137
	Iteration 84Q: 3 clusters Score -3507983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3507989.250000 Penalty: 4886.140137
	Iteration 85Q: 3 clusters Score -3507989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3507990.250000 Penalty: 4886.140137
	Iteration 86Q: 3 clusters Score -3507990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3507993.500000 Penalty: 4886.140137
	Iteration 87Q: 3 clusters Score -3507994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3507999.250000 Penalty: 4886.140137
	Iteration 88Q: 3 clusters Score -3507999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3508004.750000 Penalty: 4886.140137
	Iteration 89Q: 3 clusters Score -3508005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3508014.250000 Penalty: 4886.140137
	Iteration 90Q: 3 clusters Score -3508014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3508019.750000 Penalty: 4886.140137
	Iteration 91Q: 3 clusters Score -3508020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3508019.000000 Penalty: 4886.140137
	Iteration 92Q: 3 clusters Score -3508019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3508022.750000 Penalty: 4886.140137
	Iteration 93Q: 3 clusters Score -3508023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3508024.250000 Penalty: 4886.140137
	Iteration 94Q: 3 clusters Score -3508024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3508035.250000 Penalty: 4886.140137
	Iteration 95Q: 3 clusters Score -3508035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3508032.250000 Penalty: 4886.140137
	Iteration 96Q: 3 clusters Score -3508032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3508032.000000 Penalty: 4886.140137
	Iteration 97Q: 3 clusters Score -3508032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3508032.750000 Penalty: 4886.140137
	Iteration 98Q: 3 clusters Score -3508033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3508030.250000 Penalty: 4886.140137
	Iteration 99Q: 3 clusters Score -3508030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3508034.000000 Penalty: 4886.140137
	Iteration 100F: 3 clusters Score -3508034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3508037.000000 Penalty: 4886.140137
	Iteration 101Q: 3 clusters Score -3508037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -3508038.250000 Penalty: 4886.140137
	Iteration 102Q: 3 clusters Score -3508038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3508034.750000 Penalty: 4886.140137
	Iteration 103Q: 3 clusters Score -3508035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3508034.250000 Penalty: 4886.140137
	Iteration 104Q: 3 clusters Score -3508034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3508034.000000 Penalty: 4886.140137
	Iteration 105Q: 3 clusters Score -3508034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3508032.500000 Penalty: 4886.140137
	Iteration 106Q: 3 clusters Score -3508032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3508038.500000 Penalty: 4886.140137
	Iteration 107Q: 3 clusters Score -3508038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3508041.000000 Penalty: 4886.140137
	Iteration 108Q: 3 clusters Score -3508041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3508048.750000 Penalty: 4886.140137
	Iteration 109Q: 3 clusters Score -3508049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3508053.750000 Penalty: 4886.140137
	Iteration 110Q: 3 clusters Score -3508054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3508055.250000 Penalty: 4886.140137
	Iteration 111Q: 3 clusters Score -3508055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3508055.500000 Penalty: 4886.140137
	Iteration 112Q: 3 clusters Score -3508056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3508056.500000 Penalty: 4886.140137
	Iteration 113Q: 3 clusters Score -3508056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3508063.500000 Penalty: 4886.140137
	Iteration 114Q: 3 clusters Score -3508064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -3508064.250000 Penalty: 4886.140137
	Iteration 115Q: 3 clusters Score -3508064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3508064.500000 Penalty: 4886.140137
	Iteration 116Q: 3 clusters Score -3508064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3508064.500000 Penalty: 4886.140137
	Iteration 117F: 3 clusters Score -3508064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Entering Unmasked Estep 
Score: -6184074.500000 Penalty: 2589.064453
	Iteration 0F: 2 clusters Score -6184074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -6160716.500000 Penalty: 5178.128906
	Iteration 0F: 3 clusters Score -6160716 nChanged 15605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -6169019.500000 Penalty: 5178.128906
	Iteration 1F: 3 clusters Score -6169020 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -6169354.000000 Penalty: 5178.128906
	Iteration 2Q: 3 clusters Score -6169354 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -6169618.500000 Penalty: 5178.128906
	Iteration 3Q: 3 clusters Score -6169618 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -6169873.500000 Penalty: 5178.128906
	Iteration 4Q: 3 clusters Score -6169874 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -6170054.500000 Penalty: 5178.128906
	Iteration 5Q: 3 clusters Score -6170054 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -6170303.000000 Penalty: 5178.128906
	Iteration 6Q: 3 clusters Score -6170303 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -6170485.000000 Penalty: 5178.128906
	Iteration 7Q: 3 clusters Score -6170485 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -6170699.000000 Penalty: 5178.128906
	Iteration 8Q: 3 clusters Score -6170699 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -6170905.500000 Penalty: 5178.128906
	Iteration 9Q: 3 clusters Score -6170906 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -6171178.500000 Penalty: 5178.128906
	Iteration 10Q: 3 clusters Score -6171178 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -6171508.000000 Penalty: 5178.128906
	Iteration 11Q: 3 clusters Score -6171508 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -6171877.500000 Penalty: 5178.128906
	Iteration 12Q: 3 clusters Score -6171878 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -6172470.000000 Penalty: 5178.128906
	Iteration 13Q: 3 clusters Score -6172470 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -6173275.000000 Penalty: 5178.128906
	Iteration 14Q: 3 clusters Score -6173275 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -6174400.000000 Penalty: 5178.128906
	Iteration 15F: 3 clusters Score -6174400 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -6175868.500000 Penalty: 5178.128906
	Iteration 16F: 3 clusters Score -6175868 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -6177510.000000 Penalty: 5178.128906
	Iteration 17F: 3 clusters Score -6177510 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -6179078.500000 Penalty: 5178.128906
	Iteration 18Q: 3 clusters Score -6179078 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6180327.000000 Penalty: 5178.128906
	Iteration 19Q: 3 clusters Score -6180327 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6180998.000000 Penalty: 5178.128906
	Iteration 20F: 3 clusters Score -6180998 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6181359.000000 Penalty: 5178.128906
	Iteration 21Q: 3 clusters Score -6181359 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6181505.500000 Penalty: 5178.128906
	Iteration 22Q: 3 clusters Score -6181506 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6181572.000000 Penalty: 5178.128906
	Iteration 23Q: 3 clusters Score -6181572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6181617.500000 Penalty: 5178.128906
	Iteration 24Q: 3 clusters Score -6181618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6181663.500000 Penalty: 5178.128906
	Iteration 25Q: 3 clusters Score -6181664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6181679.000000 Penalty: 5178.128906
	Iteration 26Q: 3 clusters Score -6181679 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6181696.000000 Penalty: 5178.128906
	Iteration 27Q: 3 clusters Score -6181696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6181715.000000 Penalty: 5178.128906
	Iteration 28Q: 3 clusters Score -6181715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6181734.500000 Penalty: 5178.128906
	Iteration 29Q: 3 clusters Score -6181734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6181750.500000 Penalty: 5178.128906
	Iteration 30Q: 3 clusters Score -6181750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6181756.000000 Penalty: 5178.128906
	Iteration 31Q: 3 clusters Score -6181756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6181767.000000 Penalty: 5178.128906
	Iteration 32Q: 3 clusters Score -6181767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6181785.000000 Penalty: 5178.128906
	Iteration 33Q: 3 clusters Score -6181785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6181799.000000 Penalty: 5178.128906
	Iteration 34Q: 3 clusters Score -6181799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6181795.500000 Penalty: 5178.128906
	Iteration 35Q: 3 clusters Score -6181796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6181790.500000 Penalty: 5178.128906
	Iteration 36Q: 3 clusters Score -6181790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6181788.500000 Penalty: 5178.128906
	Iteration 37Q: 3 clusters Score -6181788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6181789.000000 Penalty: 5178.128906
	Iteration 38Q: 3 clusters Score -6181789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6181791.500000 Penalty: 5178.128906
	Iteration 39Q: 3 clusters Score -6181792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6181792.000000 Penalty: 5178.128906
	Iteration 40F: 3 clusters Score -6181792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6181790.000000 Penalty: 5178.128906
	Iteration 41Q: 3 clusters Score -6181790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6181790.000000 Penalty: 5178.128906
	Iteration 42F: 3 clusters Score -6181790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Entering Unmasked Estep 
Score: -1241533.125000 Penalty: 2182.577637
	Iteration 0F: 2 clusters Score -1241533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1235981.125000 Penalty: 4365.155273
	Iteration 0F: 3 clusters Score -1235981 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1237305.500000 Penalty: 4365.155273
	Iteration 1F: 3 clusters Score -1237306 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1237561.000000 Penalty: 4365.155273
	Iteration 2F: 3 clusters Score -1237561 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1237718.375000 Penalty: 4365.155273
	Iteration 3F: 3 clusters Score -1237718 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1237832.875000 Penalty: 4365.155273
	Iteration 4Q: 3 clusters Score -1237833 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1237907.500000 Penalty: 4365.155273
	Iteration 5Q: 3 clusters Score -1237908 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1237969.000000 Penalty: 4365.155273
	Iteration 6Q: 3 clusters Score -1237969 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1238008.125000 Penalty: 4365.155273
	Iteration 7Q: 3 clusters Score -1238008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1238050.625000 Penalty: 4365.155273
	Iteration 8Q: 3 clusters Score -1238051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1238091.375000 Penalty: 4365.155273
	Iteration 9Q: 3 clusters Score -1238091 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1238134.500000 Penalty: 4365.155273
	Iteration 10Q: 3 clusters Score -1238134 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1238175.500000 Penalty: 4365.155273
	Iteration 11Q: 3 clusters Score -1238176 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1238234.875000 Penalty: 4365.155273
	Iteration 12Q: 3 clusters Score -1238235 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1238302.625000 Penalty: 4365.155273
	Iteration 13Q: 3 clusters Score -1238303 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1238378.375000 Penalty: 4365.155273
	Iteration 14Q: 3 clusters Score -1238378 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1238459.875000 Penalty: 4365.155273
	Iteration 15Q: 3 clusters Score -1238460 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1238545.125000 Penalty: 4365.155273
	Iteration 16Q: 3 clusters Score -1238545 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1238637.125000 Penalty: 4365.155273
	Iteration 17Q: 3 clusters Score -1238637 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1238738.875000 Penalty: 4365.155273
	Iteration 18Q: 3 clusters Score -1238739 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1238848.500000 Penalty: 4365.155273
	Iteration 19Q: 3 clusters Score -1238848 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1238955.875000 Penalty: 4365.155273
	Iteration 20F: 3 clusters Score -1238956 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1239059.875000 Penalty: 4365.155273
	Iteration 21Q: 3 clusters Score -1239060 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1239170.000000 Penalty: 4365.155273
	Iteration 22Q: 3 clusters Score -1239170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1239260.000000 Penalty: 4365.155273
	Iteration 23Q: 3 clusters Score -1239260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1239337.250000 Penalty: 4365.155273
	Iteration 24Q: 3 clusters Score -1239337 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1239399.875000 Penalty: 4365.155273
	Iteration 25Q: 3 clusters Score -1239400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1239455.500000 Penalty: 4365.155273
	Iteration 26Q: 3 clusters Score -1239456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1239498.125000 Penalty: 4365.155273
	Iteration 27Q: 3 clusters Score -1239498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1239525.250000 Penalty: 4365.155273
	Iteration 28Q: 3 clusters Score -1239525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1239543.000000 Penalty: 4365.155273
	Iteration 29Q: 3 clusters Score -1239543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1239550.125000 Penalty: 4365.155273
	Iteration 30Q: 3 clusters Score -1239550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1239554.750000 Penalty: 4365.155273
	Iteration 31Q: 3 clusters Score -1239555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1239561.875000 Penalty: 4365.155273
	Iteration 32Q: 3 clusters Score -1239562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1239564.250000 Penalty: 4365.155273
	Iteration 33Q: 3 clusters Score -1239564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1239565.500000 Penalty: 4365.155273
	Iteration 34Q: 3 clusters Score -1239566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1239572.250000 Penalty: 4365.155273
	Iteration 35Q: 3 clusters Score -1239572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1239574.750000 Penalty: 4365.155273
	Iteration 36Q: 3 clusters Score -1239575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1239576.250000 Penalty: 4365.155273
	Iteration 37Q: 3 clusters Score -1239576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1239577.750000 Penalty: 4365.155273
	Iteration 38Q: 3 clusters Score -1239578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1239577.750000 Penalty: 4365.155273
	Iteration 39F: 3 clusters Score -1239578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Entering Unmasked Estep 
Score: -10303488.000000 Penalty: 2707.797119
	Iteration 0F: 2 clusters Score -1.030349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -10270191.000000 Penalty: 5415.594238
	Iteration 0F: 3 clusters Score -1.027019e+07 nChanged 25624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -10284490.000000 Penalty: 5415.594238
	Iteration 1F: 3 clusters Score -1.028449e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -10285134.000000 Penalty: 5415.594238
	Iteration 2Q: 3 clusters Score -1.028513e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -10285819.000000 Penalty: 5415.594238
	Iteration 3Q: 3 clusters Score -1.028582e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -10286650.000000 Penalty: 5415.594238
	Iteration 4Q: 3 clusters Score -1.028665e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -10287703.000000 Penalty: 5415.594238
	Iteration 5Q: 3 clusters Score -1.02877e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -10289123.000000 Penalty: 5415.594238
	Iteration 6Q: 3 clusters Score -1.028912e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -10291332.000000 Penalty: 5415.594238
	Iteration 7F: 3 clusters Score -1.029133e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -10294430.000000 Penalty: 5415.594238
	Iteration 8F: 3 clusters Score -1.029443e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -10297422.000000 Penalty: 5415.594238
	Iteration 9F: 3 clusters Score -1.029742e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -10299447.000000 Penalty: 5415.594238
	Iteration 10F: 3 clusters Score -1.029945e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -10300672.000000 Penalty: 5415.594238
	Iteration 11Q: 3 clusters Score -1.030067e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -10301609.000000 Penalty: 5415.594238
	Iteration 12Q: 3 clusters Score -1.030161e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -10302385.000000 Penalty: 5415.594238
	Iteration 13Q: 3 clusters Score -1.030238e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -10302992.000000 Penalty: 5415.594238
	Iteration 14Q: 3 clusters Score -1.030299e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -10303415.000000 Penalty: 5415.594238
	Iteration 15Q: 3 clusters Score -1.030342e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -10303699.000000 Penalty: 5415.594238
	Iteration 16Q: 3 clusters Score -1.03037e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -10303891.000000 Penalty: 5415.594238
	Iteration 17Q: 3 clusters Score -1.030389e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -10304038.000000 Penalty: 5415.594238
	Iteration 18Q: 3 clusters Score -1.030404e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -10304076.000000 Penalty: 5415.594238
	Iteration 19Q: 3 clusters Score -1.030408e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -10304123.000000 Penalty: 5415.594238
	Iteration 20F: 3 clusters Score -1.030412e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -10304142.000000 Penalty: 5415.594238
	Iteration 21Q: 3 clusters Score -1.030414e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -10304179.000000 Penalty: 5415.594238
	Iteration 22Q: 3 clusters Score -1.030418e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -10304132.000000 Penalty: 5415.594238
	Iteration 23Q: 3 clusters Score -1.030413e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -10304115.000000 Penalty: 5415.594238
	Iteration 24Q: 3 clusters Score -1.030412e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -10304133.000000 Penalty: 5415.594238
	Iteration 25Q: 3 clusters Score -1.030413e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -10304155.000000 Penalty: 5415.594238
	Iteration 26Q: 3 clusters Score -1.030416e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -10304143.000000 Penalty: 5415.594238
	Iteration 27Q: 3 clusters Score -1.030414e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -10304130.000000 Penalty: 5415.594238
	Iteration 28Q: 3 clusters Score -1.030413e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -10304147.000000 Penalty: 5415.594238
	Iteration 29Q: 3 clusters Score -1.030415e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -10304162.000000 Penalty: 5415.594238
	Iteration 30Q: 3 clusters Score -1.030416e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -10304139.000000 Penalty: 5415.594238
	Iteration 31Q: 3 clusters Score -1.030414e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -10304166.000000 Penalty: 5415.594238
	Iteration 32Q: 3 clusters Score -1.030417e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -10304174.000000 Penalty: 5415.594238
	Iteration 33Q: 3 clusters Score -1.030417e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -10304180.000000 Penalty: 5415.594238
	Iteration 34Q: 3 clusters Score -1.030418e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -10304181.000000 Penalty: 5415.594238
	Iteration 35Q: 3 clusters Score -1.030418e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -10304114.000000 Penalty: 5415.594238
	Iteration 36Q: 3 clusters Score -1.030411e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -10304068.000000 Penalty: 5415.594238
	Iteration 37Q: 3 clusters Score -1.030407e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -10304105.000000 Penalty: 5415.594238
	Iteration 38Q: 3 clusters Score -1.03041e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -10304104.000000 Penalty: 5415.594238
	Iteration 39Q: 3 clusters Score -1.03041e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -10304112.000000 Penalty: 5415.594238
	Iteration 40F: 3 clusters Score -1.030411e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -10304140.000000 Penalty: 5415.594238
	Iteration 41Q: 3 clusters Score -1.030414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -10304143.000000 Penalty: 5415.594238
	Iteration 42Q: 3 clusters Score -1.030414e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -10304125.000000 Penalty: 5415.594238
	Iteration 43Q: 3 clusters Score -1.030412e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -10304106.000000 Penalty: 5415.594238
	Iteration 44Q: 3 clusters Score -1.030411e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -10304108.000000 Penalty: 5415.594238
	Iteration 45Q: 3 clusters Score -1.030411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -10304113.000000 Penalty: 5415.594238
	Iteration 46Q: 3 clusters Score -1.030411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -10304123.000000 Penalty: 5415.594238
	Iteration 47Q: 3 clusters Score -1.030412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -10304113.000000 Penalty: 5415.594238
	Iteration 48Q: 3 clusters Score -1.030411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -10304110.000000 Penalty: 5415.594238
	Iteration 49Q: 3 clusters Score -1.030411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -10304101.000000 Penalty: 5415.594238
	Iteration 50Q: 3 clusters Score -1.03041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -10304101.000000 Penalty: 5415.594238
	Iteration 51Q: 3 clusters Score -1.03041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -10304101.000000 Penalty: 5415.594238
	Iteration 52F: 3 clusters Score -1.03041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 54643 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46399 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2356 members 
Mstep: Class 8 contains 18979 members 
Mstep: Class 9 contains 34193 members 
Mstep: Class 10 contains 6639 members 
Mstep: Class 11 contains 16456 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46946 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46781 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 45114 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49334 members 
Mstep: Class 23 contains 6788 members 
Mstep: Class 24 contains 34983 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 38859 members 
Mstep: Class 28 contains 36511 members 
Mstep: Class 29 contains 38734 members 
Entering Unmasked Estep 
Score: -110171672.000000 Penalty: 95718.617188
Splitting cluster 11 changes total score from -110169464.000000 to -110171672.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -175026.140625 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -175026.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -173034.906250 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -173034.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -173388.375000 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -173388.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -173515.656250 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -173515.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -173619.937500 Penalty: 3457.947754
	Iteration 3F: 3 clusters Score -173619.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -173698.203125 Penalty: 3457.947754
	Iteration 4Q: 3 clusters Score -173698.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -173770.437500 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -173770.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -173816.906250 Penalty: 3457.947754
	Iteration 6Q: 3 clusters Score -173816.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -173853.703125 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -173853.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -173879.359375 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -173879.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -173898.656250 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -173898.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -173918.671875 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -173918.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -173927.843750 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -173927.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -173939.062500 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -173939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -173948.109375 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -173948.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -173961.656250 Penalty: 3457.947754
	Iteration 14Q: 3 clusters Score -173961.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -173985.218750 Penalty: 3457.947754
	Iteration 15Q: 3 clusters Score -173985.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -174009.437500 Penalty: 3457.947754
	Iteration 16Q: 3 clusters Score -174009.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -174044.062500 Penalty: 3457.947754
	Iteration 17Q: 3 clusters Score -174044.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -174081.140625 Penalty: 3457.947754
	Iteration 18Q: 3 clusters Score -174081.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -174107.156250 Penalty: 3457.947754
	Iteration 19Q: 3 clusters Score -174107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -174124.671875 Penalty: 3457.947754
	Iteration 20F: 3 clusters Score -174124.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -174139.875000 Penalty: 3457.947754
	Iteration 21Q: 3 clusters Score -174139.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -174159.000000 Penalty: 3457.947754
	Iteration 22Q: 3 clusters Score -174159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -174179.937500 Penalty: 3457.947754
	Iteration 23Q: 3 clusters Score -174179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -174201.734375 Penalty: 3457.947754
	Iteration 24Q: 3 clusters Score -174201.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -174212.656250 Penalty: 3457.947754
	Iteration 25Q: 3 clusters Score -174212.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -174225.203125 Penalty: 3457.947754
	Iteration 26Q: 3 clusters Score -174225.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -174239.078125 Penalty: 3457.947754
	Iteration 27Q: 3 clusters Score -174239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -174248.625000 Penalty: 3457.947754
	Iteration 28Q: 3 clusters Score -174248.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -174254.750000 Penalty: 3457.947754
	Iteration 29Q: 3 clusters Score -174254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -174255.609375 Penalty: 3457.947754
	Iteration 30Q: 3 clusters Score -174255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -174255.843750 Penalty: 3457.947754
	Iteration 31Q: 3 clusters Score -174255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -174257.640625 Penalty: 3457.947754
	Iteration 32Q: 3 clusters Score -174257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -174259.953125 Penalty: 3457.947754
	Iteration 33Q: 3 clusters Score -174260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -174263.250000 Penalty: 3457.947754
	Iteration 34Q: 3 clusters Score -174263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -174271.671875 Penalty: 3457.947754
	Iteration 35Q: 3 clusters Score -174271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -174279.546875 Penalty: 3457.947754
	Iteration 36Q: 3 clusters Score -174279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -174284.281250 Penalty: 3457.947754
	Iteration 37Q: 3 clusters Score -174284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -174290.406250 Penalty: 3457.947754
	Iteration 38Q: 3 clusters Score -174290.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -174307.750000 Penalty: 3457.947754
	Iteration 39Q: 3 clusters Score -174307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -174328.328125 Penalty: 3457.947754
	Iteration 40F: 3 clusters Score -174328.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -174333.359375 Penalty: 3457.947754
	Iteration 41Q: 3 clusters Score -174333.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -174333.359375 Penalty: 3457.947754
	Iteration 42F: 3 clusters Score -174333.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Entering Unmasked Estep 
Score: -8743921.000000 Penalty: 2667.674805
	Iteration 0F: 2 clusters Score -8743921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -8713983.000000 Penalty: 5335.349609
	Iteration 0F: 3 clusters Score -8713983 nChanged 21733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -8726016.000000 Penalty: 5335.349609
	Iteration 1F: 3 clusters Score -8726016 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -8726636.000000 Penalty: 5335.349609
	Iteration 2Q: 3 clusters Score -8726636 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -8727392.000000 Penalty: 5335.349609
	Iteration 3Q: 3 clusters Score -8727392 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -8728237.000000 Penalty: 5335.349609
	Iteration 4Q: 3 clusters Score -8728237 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -8729234.000000 Penalty: 5335.349609
	Iteration 5Q: 3 clusters Score -8729234 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -8730437.000000 Penalty: 5335.349609
	Iteration 6Q: 3 clusters Score -8730437 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -8731782.000000 Penalty: 5335.349609
	Iteration 7Q: 3 clusters Score -8731782 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -8733302.000000 Penalty: 5335.349609
	Iteration 8F: 3 clusters Score -8733302 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -8734892.000000 Penalty: 5335.349609
	Iteration 9F: 3 clusters Score -8734892 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -8736298.000000 Penalty: 5335.349609
	Iteration 10Q: 3 clusters Score -8736298 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -8737451.000000 Penalty: 5335.349609
	Iteration 11Q: 3 clusters Score -8737451 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -8738305.000000 Penalty: 5335.349609
	Iteration 12Q: 3 clusters Score -8738305 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -8738926.000000 Penalty: 5335.349609
	Iteration 13Q: 3 clusters Score -8738926 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -8739357.000000 Penalty: 5335.349609
	Iteration 14Q: 3 clusters Score -8739357 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -8739726.000000 Penalty: 5335.349609
	Iteration 15Q: 3 clusters Score -8739726 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -8740011.000000 Penalty: 5335.349609
	Iteration 16Q: 3 clusters Score -8740011 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -8740250.000000 Penalty: 5335.349609
	Iteration 17Q: 3 clusters Score -8740250 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -8740469.000000 Penalty: 5335.349609
	Iteration 18Q: 3 clusters Score -8740469 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -8740668.000000 Penalty: 5335.349609
	Iteration 19Q: 3 clusters Score -8740668 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8740800.000000 Penalty: 5335.349609
	Iteration 20F: 3 clusters Score -8740800 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8740963.000000 Penalty: 5335.349609
	Iteration 21Q: 3 clusters Score -8740963 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8741120.000000 Penalty: 5335.349609
	Iteration 22Q: 3 clusters Score -8741120 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8741239.000000 Penalty: 5335.349609
	Iteration 23Q: 3 clusters Score -8741239 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8741349.000000 Penalty: 5335.349609
	Iteration 24Q: 3 clusters Score -8741349 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8741411.000000 Penalty: 5335.349609
	Iteration 25Q: 3 clusters Score -8741411 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8741508.000000 Penalty: 5335.349609
	Iteration 26Q: 3 clusters Score -8741508 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8741523.000000 Penalty: 5335.349609
	Iteration 27Q: 3 clusters Score -8741523 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8741596.000000 Penalty: 5335.349609
	Iteration 28Q: 3 clusters Score -8741596 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8741647.000000 Penalty: 5335.349609
	Iteration 29Q: 3 clusters Score -8741647 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8741694.000000 Penalty: 5335.349609
	Iteration 30Q: 3 clusters Score -8741694 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8741735.000000 Penalty: 5335.349609
	Iteration 31Q: 3 clusters Score -8741735 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8741777.000000 Penalty: 5335.349609
	Iteration 32Q: 3 clusters Score -8741777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8741804.000000 Penalty: 5335.349609
	Iteration 33Q: 3 clusters Score -8741804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8741821.000000 Penalty: 5335.349609
	Iteration 34Q: 3 clusters Score -8741821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8741838.000000 Penalty: 5335.349609
	Iteration 35Q: 3 clusters Score -8741838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8741836.000000 Penalty: 5335.349609
	Iteration 36Q: 3 clusters Score -8741836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8741825.000000 Penalty: 5335.349609
	Iteration 37Q: 3 clusters Score -8741825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8741833.000000 Penalty: 5335.349609
	Iteration 38Q: 3 clusters Score -8741833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8741833.000000 Penalty: 5335.349609
	Iteration 39Q: 3 clusters Score -8741833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8741845.000000 Penalty: 5335.349609
	Iteration 40F: 3 clusters Score -8741845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8741856.000000 Penalty: 5335.349609
	Iteration 41Q: 3 clusters Score -8741856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8741854.000000 Penalty: 5335.349609
	Iteration 42Q: 3 clusters Score -8741854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8741853.000000 Penalty: 5335.349609
	Iteration 43Q: 3 clusters Score -8741853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8741853.000000 Penalty: 5335.349609
	Iteration 44Q: 3 clusters Score -8741853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8741849.000000 Penalty: 5335.349609
	Iteration 45Q: 3 clusters Score -8741849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8741854.000000 Penalty: 5335.349609
	Iteration 46Q: 3 clusters Score -8741854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8741864.000000 Penalty: 5335.349609
	Iteration 47Q: 3 clusters Score -8741864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8741862.000000 Penalty: 5335.349609
	Iteration 48Q: 3 clusters Score -8741862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8741868.000000 Penalty: 5335.349609
	Iteration 49Q: 3 clusters Score -8741868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8741870.000000 Penalty: 5335.349609
	Iteration 50Q: 3 clusters Score -8741870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8741881.000000 Penalty: 5335.349609
	Iteration 51Q: 3 clusters Score -8741881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8741873.000000 Penalty: 5335.349609
	Iteration 52Q: 3 clusters Score -8741873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8741884.000000 Penalty: 5335.349609
	Iteration 53Q: 3 clusters Score -8741884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8741878.000000 Penalty: 5335.349609
	Iteration 54Q: 3 clusters Score -8741878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8741879.000000 Penalty: 5335.349609
	Iteration 55Q: 3 clusters Score -8741879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8741871.000000 Penalty: 5335.349609
	Iteration 56Q: 3 clusters Score -8741871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8741871.000000 Penalty: 5335.349609
	Iteration 57F: 3 clusters Score -8741871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -127196.078125 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -127196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -125504.210938 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -125504.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -125844.742188 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -125844.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -126146.328125 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -126146.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -126390.312500 Penalty: 3271.507080
	Iteration 3F: 3 clusters Score -126390.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -126577.210938 Penalty: 3271.507080
	Iteration 4F: 3 clusters Score -126577.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -126684.562500 Penalty: 3271.507080
	Iteration 5F: 3 clusters Score -126684.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -126756.757812 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -126756.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -126796.023438 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -126796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -126817.851562 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -126817.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -126837.273438 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -126837.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -126874.039062 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -126874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -126893.570312 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -126893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -126900.828125 Penalty: 3271.507080
	Iteration 12Q: 3 clusters Score -126900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -126900.828125 Penalty: 3271.507080
	Iteration 13F: 3 clusters Score -126900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -113893.570312 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -113893.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -112256.750000 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -112256.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -112489.109375 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -112489.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112568.218750 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -112568.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -112614.210938 Penalty: 3212.578369
	Iteration 3Q: 3 clusters Score -112614.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -112629.101562 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -112629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112647.703125 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -112647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112652.132812 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -112652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112652.132812 Penalty: 3212.578369
	Iteration 7F: 3 clusters Score -112652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Entering Unmasked Estep 
Score: -8653985.000000 Penalty: 2666.801514
	Iteration 0F: 2 clusters Score -8653985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -8622645.000000 Penalty: 5333.603027
	Iteration 0F: 3 clusters Score -8622645 nChanged 21612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -8635207.000000 Penalty: 5333.603027
	Iteration 1F: 3 clusters Score -8635207 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -8636667.000000 Penalty: 5333.603027
	Iteration 2F: 3 clusters Score -8636667 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -8638310.000000 Penalty: 5333.603027
	Iteration 3F: 3 clusters Score -8638310 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -8639978.000000 Penalty: 5333.603027
	Iteration 4F: 3 clusters Score -8639978 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -8641846.000000 Penalty: 5333.603027
	Iteration 5F: 3 clusters Score -8641846 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -8643689.000000 Penalty: 5333.603027
	Iteration 6F: 3 clusters Score -8643689 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -8645315.000000 Penalty: 5333.603027
	Iteration 7F: 3 clusters Score -8645315 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -8646626.000000 Penalty: 5333.603027
	Iteration 8F: 3 clusters Score -8646626 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -8647511.000000 Penalty: 5333.603027
	Iteration 9Q: 3 clusters Score -8647511 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -8647916.000000 Penalty: 5333.603027
	Iteration 10Q: 3 clusters Score -8647916 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -8648144.000000 Penalty: 5333.603027
	Iteration 11Q: 3 clusters Score -8648144 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -8648314.000000 Penalty: 5333.603027
	Iteration 12Q: 3 clusters Score -8648314 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -8648411.000000 Penalty: 5333.603027
	Iteration 13Q: 3 clusters Score -8648411 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -8648561.000000 Penalty: 5333.603027
	Iteration 14Q: 3 clusters Score -8648561 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -8648694.000000 Penalty: 5333.603027
	Iteration 15Q: 3 clusters Score -8648694 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -8648866.000000 Penalty: 5333.603027
	Iteration 16Q: 3 clusters Score -8648866 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -8649031.000000 Penalty: 5333.603027
	Iteration 17Q: 3 clusters Score -8649031 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -8649248.000000 Penalty: 5333.603027
	Iteration 18Q: 3 clusters Score -8649248 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -8649516.000000 Penalty: 5333.603027
	Iteration 19Q: 3 clusters Score -8649516 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -8649675.000000 Penalty: 5333.603027
	Iteration 20F: 3 clusters Score -8649675 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -8649911.000000 Penalty: 5333.603027
	Iteration 21Q: 3 clusters Score -8649911 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -8650030.000000 Penalty: 5333.603027
	Iteration 22Q: 3 clusters Score -8650030 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -8650191.000000 Penalty: 5333.603027
	Iteration 23Q: 3 clusters Score -8650191 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -8650256.000000 Penalty: 5333.603027
	Iteration 24Q: 3 clusters Score -8650256 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -8650357.000000 Penalty: 5333.603027
	Iteration 25Q: 3 clusters Score -8650357 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -8650368.000000 Penalty: 5333.603027
	Iteration 26Q: 3 clusters Score -8650368 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -8650404.000000 Penalty: 5333.603027
	Iteration 27Q: 3 clusters Score -8650404 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -8650453.000000 Penalty: 5333.603027
	Iteration 28Q: 3 clusters Score -8650453 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -8650519.000000 Penalty: 5333.603027
	Iteration 29Q: 3 clusters Score -8650519 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -8650556.000000 Penalty: 5333.603027
	Iteration 30Q: 3 clusters Score -8650556 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -8650594.000000 Penalty: 5333.603027
	Iteration 31Q: 3 clusters Score -8650594 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -8650615.000000 Penalty: 5333.603027
	Iteration 32Q: 3 clusters Score -8650615 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -8650672.000000 Penalty: 5333.603027
	Iteration 33Q: 3 clusters Score -8650672 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -8650716.000000 Penalty: 5333.603027
	Iteration 34Q: 3 clusters Score -8650716 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -8650769.000000 Penalty: 5333.603027
	Iteration 35Q: 3 clusters Score -8650769 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -8650819.000000 Penalty: 5333.603027
	Iteration 36Q: 3 clusters Score -8650819 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -8650861.000000 Penalty: 5333.603027
	Iteration 37Q: 3 clusters Score -8650861 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -8650956.000000 Penalty: 5333.603027
	Iteration 38Q: 3 clusters Score -8650956 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -8651005.000000 Penalty: 5333.603027
	Iteration 39Q: 3 clusters Score -8651005 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -8651064.000000 Penalty: 5333.603027
	Iteration 40F: 3 clusters Score -8651064 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -8651108.000000 Penalty: 5333.603027
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Mstep: Class 2 contains 14068 members 
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Score: -8653147.000000 Penalty: 5333.603027
	Iteration 133Q: 3 clusters Score -8653147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8653144.000000 Penalty: 5333.603027
	Iteration 134Q: 3 clusters Score -8653144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8653145.000000 Penalty: 5333.603027
	Iteration 135Q: 3 clusters Score -8653145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -8653140.000000 Penalty: 5333.603027
	Iteration 136Q: 3 clusters Score -8653140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -8653143.000000 Penalty: 5333.603027
	Iteration 137Q: 3 clusters Score -8653143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -8653143.000000 Penalty: 5333.603027
	Iteration 138F: 3 clusters Score -8653143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Entering Unmasked Estep 
Score: -1162482.875000 Penalty: 2168.633057
	Iteration 0F: 2 clusters Score -1162483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1157164.000000 Penalty: 4337.266113
	Iteration 0F: 3 clusters Score -1157164 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1158514.250000 Penalty: 4337.266113
	Iteration 1F: 3 clusters Score -1158514 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1158736.625000 Penalty: 4337.266113
	Iteration 2F: 3 clusters Score -1158737 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1158876.500000 Penalty: 4337.266113
	Iteration 3Q: 3 clusters Score -1158876 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1158972.750000 Penalty: 4337.266113
	Iteration 4Q: 3 clusters Score -1158973 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1159031.750000 Penalty: 4337.266113
	Iteration 5Q: 3 clusters Score -1159032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1159070.500000 Penalty: 4337.266113
	Iteration 6Q: 3 clusters Score -1159070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1159111.250000 Penalty: 4337.266113
	Iteration 7Q: 3 clusters Score -1159111 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1159138.000000 Penalty: 4337.266113
	Iteration 8Q: 3 clusters Score -1159138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1159151.125000 Penalty: 4337.266113
	Iteration 9Q: 3 clusters Score -1159151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1159164.875000 Penalty: 4337.266113
	Iteration 10Q: 3 clusters Score -1159165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1159174.750000 Penalty: 4337.266113
	Iteration 11Q: 3 clusters Score -1159175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1159184.000000 Penalty: 4337.266113
	Iteration 12Q: 3 clusters Score -1159184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1159191.000000 Penalty: 4337.266113
	Iteration 13Q: 3 clusters Score -1159191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1159198.750000 Penalty: 4337.266113
	Iteration 14Q: 3 clusters Score -1159199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1159207.750000 Penalty: 4337.266113
	Iteration 15Q: 3 clusters Score -1159208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1159213.250000 Penalty: 4337.266113
	Iteration 16Q: 3 clusters Score -1159213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1159223.875000 Penalty: 4337.266113
	Iteration 17Q: 3 clusters Score -1159224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1159231.375000 Penalty: 4337.266113
	Iteration 18Q: 3 clusters Score -1159231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1159239.625000 Penalty: 4337.266113
	Iteration 19Q: 3 clusters Score -1159240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1159249.750000 Penalty: 4337.266113
	Iteration 20F: 3 clusters Score -1159250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1159260.000000 Penalty: 4337.266113
	Iteration 21Q: 3 clusters Score -1159260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1159266.625000 Penalty: 4337.266113
	Iteration 22Q: 3 clusters Score -1159267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1159273.750000 Penalty: 4337.266113
	Iteration 23Q: 3 clusters Score -1159274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1159283.875000 Penalty: 4337.266113
	Iteration 24Q: 3 clusters Score -1159284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1159295.750000 Penalty: 4337.266113
	Iteration 25Q: 3 clusters Score -1159296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1159315.125000 Penalty: 4337.266113
	Iteration 26Q: 3 clusters Score -1159315 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1159336.000000 Penalty: 4337.266113
	Iteration 27Q: 3 clusters Score -1159336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1159358.250000 Penalty: 4337.266113
	Iteration 28Q: 3 clusters Score -1159358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1159380.125000 Penalty: 4337.266113
	Iteration 29Q: 3 clusters Score -1159380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1159397.125000 Penalty: 4337.266113
	Iteration 30Q: 3 clusters Score -1159397 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1159427.000000 Penalty: 4337.266113
	Iteration 31Q: 3 clusters Score -1159427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1159456.375000 Penalty: 4337.266113
	Iteration 32Q: 3 clusters Score -1159456 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1159494.750000 Penalty: 4337.266113
	Iteration 33Q: 3 clusters Score -1159495 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1159541.750000 Penalty: 4337.266113
	Iteration 34Q: 3 clusters Score -1159542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1159585.625000 Penalty: 4337.266113
	Iteration 35Q: 3 clusters Score -1159586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1159620.625000 Penalty: 4337.266113
	Iteration 36Q: 3 clusters Score -1159621 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1159667.625000 Penalty: 4337.266113
	Iteration 37Q: 3 clusters Score -1159668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1159727.125000 Penalty: 4337.266113
	Iteration 38Q: 3 clusters Score -1159727 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1159802.375000 Penalty: 4337.266113
	Iteration 39Q: 3 clusters Score -1159802 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1159878.000000 Penalty: 4337.266113
	Iteration 40F: 3 clusters Score -1159878 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1159964.875000 Penalty: 4337.266113
	Iteration 41Q: 3 clusters Score -1159965 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1160044.750000 Penalty: 4337.266113
	Iteration 42Q: 3 clusters Score -1160045 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1160130.875000 Penalty: 4337.266113
	Iteration 43Q: 3 clusters Score -1160131 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1160205.500000 Penalty: 4337.266113
	Iteration 44Q: 3 clusters Score -1160206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1160262.125000 Penalty: 4337.266113
	Iteration 45Q: 3 clusters Score -1160262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1160306.250000 Penalty: 4337.266113
	Iteration 46Q: 3 clusters Score -1160306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1160341.500000 Penalty: 4337.266113
	Iteration 47Q: 3 clusters Score -1160342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1160384.500000 Penalty: 4337.266113
	Iteration 48Q: 3 clusters Score -1160384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1160413.000000 Penalty: 4337.266113
	Iteration 49Q: 3 clusters Score -1160413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1160441.125000 Penalty: 4337.266113
	Iteration 50Q: 3 clusters Score -1160441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1160459.000000 Penalty: 4337.266113
	Iteration 51Q: 3 clusters Score -1160459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1160465.625000 Penalty: 4337.266113
	Iteration 52Q: 3 clusters Score -1160466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1160472.375000 Penalty: 4337.266113
	Iteration 53Q: 3 clusters Score -1160472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1160478.000000 Penalty: 4337.266113
	Iteration 54Q: 3 clusters Score -1160478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1160480.875000 Penalty: 4337.266113
	Iteration 55Q: 3 clusters Score -1160481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1160487.500000 Penalty: 4337.266113
	Iteration 56Q: 3 clusters Score -1160488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1160494.000000 Penalty: 4337.266113
	Iteration 57Q: 3 clusters Score -1160494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1160509.750000 Penalty: 4337.266113
	Iteration 58Q: 3 clusters Score -1160510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1160515.500000 Penalty: 4337.266113
	Iteration 59Q: 3 clusters Score -1160516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1160519.625000 Penalty: 4337.266113
	Iteration 60F: 3 clusters Score -1160520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1160523.250000 Penalty: 4337.266113
	Iteration 61Q: 3 clusters Score -1160523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1160526.875000 Penalty: 4337.266113
	Iteration 62Q: 3 clusters Score -1160527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1160529.625000 Penalty: 4337.266113
	Iteration 63Q: 3 clusters Score -1160530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1160529.625000 Penalty: 4337.266113
	Iteration 64F: 3 clusters Score -1160530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Entering Unmasked Estep 
Score: -323893.812500 Penalty: 1869.018311
	Iteration 0F: 2 clusters Score -323893.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -321346.750000 Penalty: 3738.036621
	Iteration 0F: 3 clusters Score -321346.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -321783.906250 Penalty: 3738.036621
	Iteration 1F: 3 clusters Score -321783.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -321914.156250 Penalty: 3738.036621
	Iteration 2F: 3 clusters Score -321914.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -321990.406250 Penalty: 3738.036621
	Iteration 3Q: 3 clusters Score -321990.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -322045.937500 Penalty: 3738.036621
	Iteration 4Q: 3 clusters Score -322045.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -322085.656250 Penalty: 3738.036621
	Iteration 5Q: 3 clusters Score -322085.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -322118.031250 Penalty: 3738.036621
	Iteration 6Q: 3 clusters Score -322118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -322144.468750 Penalty: 3738.036621
	Iteration 7Q: 3 clusters Score -322144.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -322174.562500 Penalty: 3738.036621
	Iteration 8Q: 3 clusters Score -322174.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -322191.968750 Penalty: 3738.036621
	Iteration 9Q: 3 clusters Score -322192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -322204.281250 Penalty: 3738.036621
	Iteration 10Q: 3 clusters Score -322204.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -322215.687500 Penalty: 3738.036621
	Iteration 11Q: 3 clusters Score -322215.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -322228.437500 Penalty: 3738.036621
	Iteration 12Q: 3 clusters Score -322228.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -322247.250000 Penalty: 3738.036621
	Iteration 13Q: 3 clusters Score -322247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -322258.812500 Penalty: 3738.036621
	Iteration 14Q: 3 clusters Score -322258.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -322266.375000 Penalty: 3738.036621
	Iteration 15Q: 3 clusters Score -322266.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -322274.375000 Penalty: 3738.036621
	Iteration 16Q: 3 clusters Score -322274.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -322281.718750 Penalty: 3738.036621
	Iteration 17Q: 3 clusters Score -322281.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -322292.187500 Penalty: 3738.036621
	Iteration 18Q: 3 clusters Score -322292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -322300.968750 Penalty: 3738.036621
	Iteration 19Q: 3 clusters Score -322301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -322305.656250 Penalty: 3738.036621
	Iteration 20F: 3 clusters Score -322305.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -322310.843750 Penalty: 3738.036621
	Iteration 21Q: 3 clusters Score -322310.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -322320.750000 Penalty: 3738.036621
	Iteration 22Q: 3 clusters Score -322320.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -322334.343750 Penalty: 3738.036621
	Iteration 23Q: 3 clusters Score -322334.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -322344.562500 Penalty: 3738.036621
	Iteration 24Q: 3 clusters Score -322344.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -322353.906250 Penalty: 3738.036621
	Iteration 25Q: 3 clusters Score -322353.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -322366.468750 Penalty: 3738.036621
	Iteration 26Q: 3 clusters Score -322366.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -322375.906250 Penalty: 3738.036621
	Iteration 27Q: 3 clusters Score -322375.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -322384.187500 Penalty: 3738.036621
	Iteration 28Q: 3 clusters Score -322384.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -322395.593750 Penalty: 3738.036621
	Iteration 29Q: 3 clusters Score -322395.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -322405.062500 Penalty: 3738.036621
	Iteration 30Q: 3 clusters Score -322405.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -322418.093750 Penalty: 3738.036621
	Iteration 31Q: 3 clusters Score -322418.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -322432.312500 Penalty: 3738.036621
	Iteration 32Q: 3 clusters Score -322432.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -322446.406250 Penalty: 3738.036621
	Iteration 33Q: 3 clusters Score -322446.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -322458.937500 Penalty: 3738.036621
	Iteration 34Q: 3 clusters Score -322458.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -322464.437500 Penalty: 3738.036621
	Iteration 35Q: 3 clusters Score -322464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -322471.000000 Penalty: 3738.036621
	Iteration 36Q: 3 clusters Score -322471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -322474.875000 Penalty: 3738.036621
	Iteration 37Q: 3 clusters Score -322474.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -322477.625000 Penalty: 3738.036621
	Iteration 38Q: 3 clusters Score -322477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -322478.937500 Penalty: 3738.036621
	Iteration 39Q: 3 clusters Score -322478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -322479.718750 Penalty: 3738.036621
	Iteration 40F: 3 clusters Score -322479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -322480.843750 Penalty: 3738.036621
	Iteration 41Q: 3 clusters Score -322480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -322483.187500 Penalty: 3738.036621
	Iteration 42Q: 3 clusters Score -322483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -322485.375000 Penalty: 3738.036621
	Iteration 43Q: 3 clusters Score -322485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -322485.375000 Penalty: 3738.036621
	Iteration 44F: 3 clusters Score -322485.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -70177.640625 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -70177.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68712.625000 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68712.62 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69166.687500 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -69166.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69321.539062 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -69321.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69376.953125 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -69376.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69407.726562 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -69407.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69413.718750 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -69413.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69427.937500 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -69427.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69434.117188 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -69434.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69439.062500 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -69439.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69440.445312 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -69440.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69446.148438 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -69446.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69450.226562 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -69450.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69455.187500 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -69455.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69456.109375 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -69456.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69458.460938 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -69458.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69458.460938 Penalty: 3102.852051
	Iteration 15F: 3 clusters Score -69458.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -64578.527344 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -64578.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63115.792969 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -63115.79 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63538.136719 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -63538.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63721.734375 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -63721.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63797.730469 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -63797.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63844.082031 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -63844.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63884.632812 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -63884.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63926.894531 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -63926.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63953.117188 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -63953.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63977.949219 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -63977.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64001.023438 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -64001.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64030.738281 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -64030.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64067.898438 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -64067.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64090.406250 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -64090.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64103.566406 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -64103.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64143.070312 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -64143.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64197.238281 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -64197.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64208.984375 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -64208.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64214.113281 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -64214.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64215.152344 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -64215.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64215.152344 Penalty: 3152.629395
	Iteration 19F: 3 clusters Score -64215.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Entering Unmasked Estep 
Score: -9228936.000000 Penalty: 2679.979492
	Iteration 0F: 2 clusters Score -9228936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -9198378.000000 Penalty: 5359.958984
	Iteration 0F: 3 clusters Score -9198378 nChanged 22753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -9211245.000000 Penalty: 5359.958984
	Iteration 1F: 3 clusters Score -9211245 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -9211959.000000 Penalty: 5359.958984
	Iteration 2Q: 3 clusters Score -9211959 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -9212750.000000 Penalty: 5359.958984
	Iteration 3Q: 3 clusters Score -9212750 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -9213665.000000 Penalty: 5359.958984
	Iteration 4Q: 3 clusters Score -9213665 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -9214938.000000 Penalty: 5359.958984
	Iteration 5F: 3 clusters Score -9214938 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -9216789.000000 Penalty: 5359.958984
	Iteration 6F: 3 clusters Score -9216789 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -9219080.000000 Penalty: 5359.958984
	Iteration 7F: 3 clusters Score -9219080 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -9221708.000000 Penalty: 5359.958984
	Iteration 8F: 3 clusters Score -9221708 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -9223770.000000 Penalty: 5359.958984
	Iteration 9F: 3 clusters Score -9223770 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -9225041.000000 Penalty: 5359.958984
	Iteration 10Q: 3 clusters Score -9225041 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -9225845.000000 Penalty: 5359.958984
	Iteration 11Q: 3 clusters Score -9225845 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9226175.000000 Penalty: 5359.958984
	Iteration 12Q: 3 clusters Score -9226175 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -9226421.000000 Penalty: 5359.958984
	Iteration 13Q: 3 clusters Score -9226421 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9226507.000000 Penalty: 5359.958984
	Iteration 14Q: 3 clusters Score -9226507 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9226569.000000 Penalty: 5359.958984
	Iteration 15Q: 3 clusters Score -9226569 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9226623.000000 Penalty: 5359.958984
	Iteration 16Q: 3 clusters Score -9226623 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9226657.000000 Penalty: 5359.958984
	Iteration 17Q: 3 clusters Score -9226657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9226698.000000 Penalty: 5359.958984
	Iteration 18Q: 3 clusters Score -9226698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9226717.000000 Penalty: 5359.958984
	Iteration 19Q: 3 clusters Score -9226717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9226719.000000 Penalty: 5359.958984
	Iteration 20F: 3 clusters Score -9226719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9226749.000000 Penalty: 5359.958984
	Iteration 21Q: 3 clusters Score -9226749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9226765.000000 Penalty: 5359.958984
	Iteration 22Q: 3 clusters Score -9226765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9226780.000000 Penalty: 5359.958984
	Iteration 23Q: 3 clusters Score -9226780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9226774.000000 Penalty: 5359.958984
	Iteration 24Q: 3 clusters Score -9226774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9226769.000000 Penalty: 5359.958984
	Iteration 25Q: 3 clusters Score -9226769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9226769.000000 Penalty: 5359.958984
	Iteration 26Q: 3 clusters Score -9226769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9226782.000000 Penalty: 5359.958984
	Iteration 27Q: 3 clusters Score -9226782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9226793.000000 Penalty: 5359.958984
	Iteration 28Q: 3 clusters Score -9226793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9226780.000000 Penalty: 5359.958984
	Iteration 29Q: 3 clusters Score -9226780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9226788.000000 Penalty: 5359.958984
	Iteration 30Q: 3 clusters Score -9226788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9226788.000000 Penalty: 5359.958984
	Iteration 31F: 3 clusters Score -9226788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Entering Unmasked Estep 
Score: -1255441.125000 Penalty: 2188.082031
	Iteration 0F: 2 clusters Score -1255441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1249821.375000 Penalty: 4376.164062
	Iteration 0F: 3 clusters Score -1249821 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1251296.125000 Penalty: 4376.164062
	Iteration 1F: 3 clusters Score -1251296 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1251555.625000 Penalty: 4376.164062
	Iteration 2F: 3 clusters Score -1251556 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1251770.250000 Penalty: 4376.164062
	Iteration 3F: 3 clusters Score -1251770 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1251975.000000 Penalty: 4376.164062
	Iteration 4Q: 3 clusters Score -1251975 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1252174.250000 Penalty: 4376.164062
	Iteration 5Q: 3 clusters Score -1252174 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1252371.500000 Penalty: 4376.164062
	Iteration 6Q: 3 clusters Score -1252372 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1252557.750000 Penalty: 4376.164062
	Iteration 7Q: 3 clusters Score -1252558 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1252771.500000 Penalty: 4376.164062
	Iteration 8Q: 3 clusters Score -1252772 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1252984.375000 Penalty: 4376.164062
	Iteration 9Q: 3 clusters Score -1252984 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1253154.250000 Penalty: 4376.164062
	Iteration 10Q: 3 clusters Score -1253154 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1253306.500000 Penalty: 4376.164062
	Iteration 11Q: 3 clusters Score -1253306 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1253437.375000 Penalty: 4376.164062
	Iteration 12Q: 3 clusters Score -1253437 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1253551.875000 Penalty: 4376.164062
	Iteration 13Q: 3 clusters Score -1253552 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1253642.125000 Penalty: 4376.164062
	Iteration 14Q: 3 clusters Score -1253642 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1253708.250000 Penalty: 4376.164062
	Iteration 15Q: 3 clusters Score -1253708 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1253771.750000 Penalty: 4376.164062
	Iteration 16Q: 3 clusters Score -1253772 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1253841.000000 Penalty: 4376.164062
	Iteration 17Q: 3 clusters Score -1253841 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1253903.250000 Penalty: 4376.164062
	Iteration 18Q: 3 clusters Score -1253903 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1253960.375000 Penalty: 4376.164062
	Iteration 19Q: 3 clusters Score -1253960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1253999.250000 Penalty: 4376.164062
	Iteration 20F: 3 clusters Score -1253999 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1254027.000000 Penalty: 4376.164062
	Iteration 21Q: 3 clusters Score -1254027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1254041.000000 Penalty: 4376.164062
	Iteration 22Q: 3 clusters Score -1254041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1254046.375000 Penalty: 4376.164062
	Iteration 23Q: 3 clusters Score -1254046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1254051.875000 Penalty: 4376.164062
	Iteration 24Q: 3 clusters Score -1254052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1254054.250000 Penalty: 4376.164062
	Iteration 25Q: 3 clusters Score -1254054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1254057.250000 Penalty: 4376.164062
	Iteration 26Q: 3 clusters Score -1254057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1254057.250000 Penalty: 4376.164062
	Iteration 27Q: 3 clusters Score -1254057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1254058.750000 Penalty: 4376.164062
	Iteration 28Q: 3 clusters Score -1254059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1254060.875000 Penalty: 4376.164062
	Iteration 29Q: 3 clusters Score -1254061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1254063.000000 Penalty: 4376.164062
	Iteration 30Q: 3 clusters Score -1254063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1254059.625000 Penalty: 4376.164062
	Iteration 31Q: 3 clusters Score -1254060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1254062.125000 Penalty: 4376.164062
	Iteration 32Q: 3 clusters Score -1254062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1254062.750000 Penalty: 4376.164062
	Iteration 33Q: 3 clusters Score -1254063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1254062.750000 Penalty: 4376.164062
	Iteration 34Q: 3 clusters Score -1254063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1254062.250000 Penalty: 4376.164062
	Iteration 35Q: 3 clusters Score -1254062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1254062.500000 Penalty: 4376.164062
	Iteration 36Q: 3 clusters Score -1254062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1254061.250000 Penalty: 4376.164062
	Iteration 37Q: 3 clusters Score -1254061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1254062.375000 Penalty: 4376.164062
	Iteration 38Q: 3 clusters Score -1254062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1254062.875000 Penalty: 4376.164062
	Iteration 39Q: 3 clusters Score -1254063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1254063.875000 Penalty: 4376.164062
	Iteration 40F: 3 clusters Score -1254064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1254064.125000 Penalty: 4376.164062
	Iteration 41Q: 3 clusters Score -1254064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1254064.125000 Penalty: 4376.164062
	Iteration 42Q: 3 clusters Score -1254064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1254064.125000 Penalty: 4376.164062
	Iteration 43F: 3 clusters Score -1254064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Entering Unmasked Estep 
Score: -6461761.000000 Penalty: 2594.729248
	Iteration 0F: 2 clusters Score -6461761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -6438104.000000 Penalty: 5189.458496
	Iteration 0F: 3 clusters Score -6438104 nChanged 15928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -6446693.500000 Penalty: 5189.458496
	Iteration 1F: 3 clusters Score -6446694 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -6447077.500000 Penalty: 5189.458496
	Iteration 2Q: 3 clusters Score -6447078 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -6447469.500000 Penalty: 5189.458496
	Iteration 3Q: 3 clusters Score -6447470 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -6447768.500000 Penalty: 5189.458496
	Iteration 4Q: 3 clusters Score -6447768 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -6448136.000000 Penalty: 5189.458496
	Iteration 5Q: 3 clusters Score -6448136 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -6448503.000000 Penalty: 5189.458496
	Iteration 6Q: 3 clusters Score -6448503 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -6448934.500000 Penalty: 5189.458496
	Iteration 7Q: 3 clusters Score -6448934 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -6449465.500000 Penalty: 5189.458496
	Iteration 8Q: 3 clusters Score -6449466 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -6450294.000000 Penalty: 5189.458496
	Iteration 9Q: 3 clusters Score -6450294 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -6451434.500000 Penalty: 5189.458496
	Iteration 10F: 3 clusters Score -6451434 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6452891.000000 Penalty: 5189.458496
	Iteration 11F: 3 clusters Score -6452891 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -6454439.000000 Penalty: 5189.458496
	Iteration 12F: 3 clusters Score -6454439 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -6455843.500000 Penalty: 5189.458496
	Iteration 13Q: 3 clusters Score -6455844 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -6457021.000000 Penalty: 5189.458496
	Iteration 14Q: 3 clusters Score -6457021 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -6457869.500000 Penalty: 5189.458496
	Iteration 15Q: 3 clusters Score -6457870 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -6458419.500000 Penalty: 5189.458496
	Iteration 16Q: 3 clusters Score -6458420 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -6458813.000000 Penalty: 5189.458496
	Iteration 17Q: 3 clusters Score -6458813 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -6459008.500000 Penalty: 5189.458496
	Iteration 18Q: 3 clusters Score -6459008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -6459156.000000 Penalty: 5189.458496
	Iteration 19Q: 3 clusters Score -6459156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -6459245.000000 Penalty: 5189.458496
	Iteration 20F: 3 clusters Score -6459245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -6459304.500000 Penalty: 5189.458496
	Iteration 21Q: 3 clusters Score -6459304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -6459343.500000 Penalty: 5189.458496
	Iteration 22Q: 3 clusters Score -6459344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -6459388.500000 Penalty: 5189.458496
	Iteration 23Q: 3 clusters Score -6459388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -6459404.000000 Penalty: 5189.458496
	Iteration 24Q: 3 clusters Score -6459404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -6459421.500000 Penalty: 5189.458496
	Iteration 25Q: 3 clusters Score -6459422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -6459450.000000 Penalty: 5189.458496
	Iteration 26Q: 3 clusters Score -6459450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -6459455.000000 Penalty: 5189.458496
	Iteration 27Q: 3 clusters Score -6459455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -6459470.000000 Penalty: 5189.458496
	Iteration 28Q: 3 clusters Score -6459470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -6459477.000000 Penalty: 5189.458496
	Iteration 29Q: 3 clusters Score -6459477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -6459478.500000 Penalty: 5189.458496
	Iteration 30Q: 3 clusters Score -6459478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -6459491.000000 Penalty: 5189.458496
	Iteration 31Q: 3 clusters Score -6459491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -6459496.500000 Penalty: 5189.458496
	Iteration 32Q: 3 clusters Score -6459496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -6459502.000000 Penalty: 5189.458496
	Iteration 33Q: 3 clusters Score -6459502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -6459511.000000 Penalty: 5189.458496
	Iteration 34Q: 3 clusters Score -6459511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -6459510.500000 Penalty: 5189.458496
	Iteration 35Q: 3 clusters Score -6459510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -6459512.000000 Penalty: 5189.458496
	Iteration 36Q: 3 clusters Score -6459512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -6459520.000000 Penalty: 5189.458496
	Iteration 37Q: 3 clusters Score -6459520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -6459518.000000 Penalty: 5189.458496
	Iteration 38Q: 3 clusters Score -6459518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -6459531.500000 Penalty: 5189.458496
	Iteration 39Q: 3 clusters Score -6459532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -6459541.500000 Penalty: 5189.458496
	Iteration 40F: 3 clusters Score -6459542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -6459545.500000 Penalty: 5189.458496
	Iteration 41Q: 3 clusters Score -6459546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -6459555.000000 Penalty: 5189.458496
	Iteration 42Q: 3 clusters Score -6459555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -6459554.500000 Penalty: 5189.458496
	Iteration 43Q: 3 clusters Score -6459554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -6459562.000000 Penalty: 5189.458496
	Iteration 44Q: 3 clusters Score -6459562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -6459568.500000 Penalty: 5189.458496
	Iteration 45Q: 3 clusters Score -6459568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -6459572.000000 Penalty: 5189.458496
	Iteration 46Q: 3 clusters Score -6459572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -6459567.000000 Penalty: 5189.458496
	Iteration 47Q: 3 clusters Score -6459567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -6459567.000000 Penalty: 5189.458496
	Iteration 48F: 3 clusters Score -6459567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -98865.171875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -98865.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97209.875000 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -97209.88 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97477.453125 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -97477.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97640.093750 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -97640.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97758.945312 Penalty: 3227.609619
	Iteration 3F: 3 clusters Score -97758.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -97833.257812 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -97833.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97916.234375 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -97916.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97967.898438 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -97967.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -98011.023438 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -98011.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -98055.867188 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -98055.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -98105.070312 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -98105.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -98134.367188 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -98134.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -98141.218750 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -98141.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98157.906250 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -98157.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -98177.945312 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -98177.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -98180.867188 Penalty: 3227.609619
	Iteration 14Q: 3 clusters Score -98180.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -98180.867188 Penalty: 3227.609619
	Iteration 15F: 3 clusters Score -98180.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98185.093750 Penalty: 3227.609619
	Iteration 16Q: 3 clusters Score -98185.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -98198.671875 Penalty: 3227.609619
	Iteration 17Q: 3 clusters Score -98198.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -98199.695312 Penalty: 3227.609619
	Iteration 18Q: 3 clusters Score -98199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98201.789062 Penalty: 3227.609619
	Iteration 19Q: 3 clusters Score -98201.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -98205.929688 Penalty: 3227.609619
	Iteration 20F: 3 clusters Score -98205.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -98214.625000 Penalty: 3227.609619
	Iteration 21Q: 3 clusters Score -98214.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -98220.367188 Penalty: 3227.609619
	Iteration 22Q: 3 clusters Score -98220.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98223.414062 Penalty: 3227.609619
	Iteration 23Q: 3 clusters Score -98223.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -98224.718750 Penalty: 3227.609619
	Iteration 24Q: 3 clusters Score -98224.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98231.195312 Penalty: 3227.609619
	Iteration 25Q: 3 clusters Score -98231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -98236.304688 Penalty: 3227.609619
	Iteration 26Q: 3 clusters Score -98236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98236.742188 Penalty: 3227.609619
	Iteration 27Q: 3 clusters Score -98236.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98236.742188 Penalty: 3227.609619
	Iteration 28F: 3 clusters Score -98236.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -28125.611328 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -28125.61 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 194 members 
Entering Unmasked Estep 
Score: -26969.353516 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -26969.35 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27264.458984 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -27264.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27416.558594 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -27416.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27512.527344 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -27512.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27536.292969 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -27536.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27537.591797 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -27537.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27537.591797 Penalty: 2909.768066
	Iteration 6F: 3 clusters Score -27537.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (38859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Entering Unmasked Estep 
Score: -7222097.000000 Penalty: 2620.788330
	Iteration 0F: 2 clusters Score -7222097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -7196604.500000 Penalty: 5241.576660
	Iteration 0F: 3 clusters Score -7196604 nChanged 17613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -7206266.500000 Penalty: 5241.576660
	Iteration 1F: 3 clusters Score -7206266 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -7206984.500000 Penalty: 5241.576660
	Iteration 2Q: 3 clusters Score -7206984 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -7207922.500000 Penalty: 5241.576660
	Iteration 3F: 3 clusters Score -7207922 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -7209159.500000 Penalty: 5241.576660
	Iteration 4F: 3 clusters Score -7209160 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -7211036.500000 Penalty: 5241.576660
	Iteration 5F: 3 clusters Score -7211036 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -7213343.000000 Penalty: 5241.576660
	Iteration 6F: 3 clusters Score -7213343 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7215696.000000 Penalty: 5241.576660
	Iteration 7F: 3 clusters Score -7215696 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -7217453.000000 Penalty: 5241.576660
	Iteration 8Q: 3 clusters Score -7217453 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7218537.500000 Penalty: 5241.576660
	Iteration 9Q: 3 clusters Score -7218538 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7219105.500000 Penalty: 5241.576660
	Iteration 10Q: 3 clusters Score -7219106 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7219394.500000 Penalty: 5241.576660
	Iteration 11Q: 3 clusters Score -7219394 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7219557.500000 Penalty: 5241.576660
	Iteration 12Q: 3 clusters Score -7219558 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7219651.500000 Penalty: 5241.576660
	Iteration 13Q: 3 clusters Score -7219652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7219697.000000 Penalty: 5241.576660
	Iteration 14Q: 3 clusters Score -7219697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7219727.000000 Penalty: 5241.576660
	Iteration 15Q: 3 clusters Score -7219727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7219747.000000 Penalty: 5241.576660
	Iteration 16Q: 3 clusters Score -7219747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7219775.500000 Penalty: 5241.576660
	Iteration 17Q: 3 clusters Score -7219776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7219785.500000 Penalty: 5241.576660
	Iteration 18Q: 3 clusters Score -7219786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7219797.500000 Penalty: 5241.576660
	Iteration 19Q: 3 clusters Score -7219798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7219805.500000 Penalty: 5241.576660
	Iteration 20F: 3 clusters Score -7219806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7219809.500000 Penalty: 5241.576660
	Iteration 21Q: 3 clusters Score -7219810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7219819.000000 Penalty: 5241.576660
	Iteration 22Q: 3 clusters Score -7219819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7219826.000000 Penalty: 5241.576660
	Iteration 23Q: 3 clusters Score -7219826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7219835.000000 Penalty: 5241.576660
	Iteration 24Q: 3 clusters Score -7219835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7219841.000000 Penalty: 5241.576660
	Iteration 25Q: 3 clusters Score -7219841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7219844.500000 Penalty: 5241.576660
	Iteration 26Q: 3 clusters Score -7219844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7219847.000000 Penalty: 5241.576660
	Iteration 27Q: 3 clusters Score -7219847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7219853.500000 Penalty: 5241.576660
	Iteration 28Q: 3 clusters Score -7219854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7219862.500000 Penalty: 5241.576660
	Iteration 29Q: 3 clusters Score -7219862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7219863.500000 Penalty: 5241.576660
	Iteration 30Q: 3 clusters Score -7219864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7219872.000000 Penalty: 5241.576660
	Iteration 31Q: 3 clusters Score -7219872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7219869.500000 Penalty: 5241.576660
	Iteration 32Q: 3 clusters Score -7219870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7219869.500000 Penalty: 5241.576660
	Iteration 33F: 3 clusters Score -7219870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (36511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Entering Unmasked Estep 
Score: -6776879.500000 Penalty: 2605.331543
	Iteration 0F: 2 clusters Score -6776880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -6752097.500000 Penalty: 5210.663086
	Iteration 0F: 3 clusters Score -6752098 nChanged 16616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -6761276.000000 Penalty: 5210.663086
	Iteration 1F: 3 clusters Score -6761276 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -6761844.000000 Penalty: 5210.663086
	Iteration 2Q: 3 clusters Score -6761844 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -6762348.000000 Penalty: 5210.663086
	Iteration 3Q: 3 clusters Score -6762348 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -6762874.500000 Penalty: 5210.663086
	Iteration 4Q: 3 clusters Score -6762874 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -6763584.000000 Penalty: 5210.663086
	Iteration 5Q: 3 clusters Score -6763584 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -6764473.000000 Penalty: 5210.663086
	Iteration 6Q: 3 clusters Score -6764473 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -6765814.000000 Penalty: 5210.663086
	Iteration 7F: 3 clusters Score -6765814 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -6767461.000000 Penalty: 5210.663086
	Iteration 8F: 3 clusters Score -6767461 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -6769383.000000 Penalty: 5210.663086
	Iteration 9F: 3 clusters Score -6769383 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -6771236.500000 Penalty: 5210.663086
	Iteration 10F: 3 clusters Score -6771236 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -6772607.500000 Penalty: 5210.663086
	Iteration 11Q: 3 clusters Score -6772608 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -6773541.500000 Penalty: 5210.663086
	Iteration 12Q: 3 clusters Score -6773542 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -6774046.500000 Penalty: 5210.663086
	Iteration 13Q: 3 clusters Score -6774046 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -6774298.500000 Penalty: 5210.663086
	Iteration 14Q: 3 clusters Score -6774298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -6774428.500000 Penalty: 5210.663086
	Iteration 15Q: 3 clusters Score -6774428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -6774513.000000 Penalty: 5210.663086
	Iteration 16Q: 3 clusters Score -6774513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -6774561.000000 Penalty: 5210.663086
	Iteration 17Q: 3 clusters Score -6774561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -6774590.000000 Penalty: 5210.663086
	Iteration 18Q: 3 clusters Score -6774590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -6774610.000000 Penalty: 5210.663086
	Iteration 19Q: 3 clusters Score -6774610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -6774623.500000 Penalty: 5210.663086
	Iteration 20F: 3 clusters Score -6774624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -6774632.500000 Penalty: 5210.663086
	Iteration 21Q: 3 clusters Score -6774632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -6774625.500000 Penalty: 5210.663086
	Iteration 22Q: 3 clusters Score -6774626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -6774624.000000 Penalty: 5210.663086
	Iteration 23Q: 3 clusters Score -6774624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -6774629.000000 Penalty: 5210.663086
	Iteration 24Q: 3 clusters Score -6774629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -6774631.000000 Penalty: 5210.663086
	Iteration 25Q: 3 clusters Score -6774631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -6774631.000000 Penalty: 5210.663086
	Iteration 26F: 3 clusters Score -6774631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 54643 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46399 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2356 members 
Mstep: Class 8 contains 18979 members 
Mstep: Class 9 contains 34193 members 
Mstep: Class 10 contains 6639 members 
Mstep: Class 11 contains 16456 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46946 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46781 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49334 members 
Mstep: Class 23 contains 6788 members 
Mstep: Class 24 contains 34983 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 38859 members 
Mstep: Class 28 contains 36511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173112.000000 Penalty: 95718.617188
Iteration 439Q: 30 clusters Score -1.101731e+08 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 55050 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46963 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 18941 members 
Mstep: Class 9 contains 34226 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 17056 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 47194 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46930 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 44155 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49364 members 
Mstep: Class 23 contains 6809 members 
Mstep: Class 24 contains 34943 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 38364 members 
Mstep: Class 28 contains 36424 members 
Mstep: Class 29 contains 38273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110173744.000000 Penalty: 95718.617188
Iteration 440F: 30 clusters Score -1.101737e+08 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 55081 members 
Mstep: Class 3 contains 12548 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 47174 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 18717 members 
Mstep: Class 9 contains 34181 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 17406 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 47082 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 46951 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 45059 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49259 members 
Mstep: Class 23 contains 6819 members 
Mstep: Class 24 contains 34732 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 37629 members 
Mstep: Class 28 contains 36330 members 
Mstep: Class 29 contains 39175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110174048.000000 Penalty: 95718.617188
Iteration 441Q: 30 clusters Score -1.10174e+08 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 55126 members 
Mstep: Class 3 contains 12307 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 47447 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 8 contains 18539 members 
Mstep: Class 9 contains 34163 members 
Mstep: Class 10 contains 6606 members 
Mstep: Class 11 contains 17746 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46952 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 46945 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 45742 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49234 members 
Mstep: Class 23 contains 6826 members 
Mstep: Class 24 contains 34580 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 36887 members 
Mstep: Class 28 contains 36314 members 
Mstep: Class 29 contains 40040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175400.000000 Penalty: 95718.617188
Iteration 442Q: 30 clusters Score -1.101754e+08 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 54713 members 
Mstep: Class 3 contains 12504 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 46951 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 18329 members 
Mstep: Class 9 contains 34142 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 18087 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46765 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46923 members 
Mstep: Class 17 contains 6275 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 47390 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49207 members 
Mstep: Class 23 contains 6834 members 
Mstep: Class 24 contains 34433 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 36135 members 
Mstep: Class 28 contains 36382 members 
Mstep: Class 29 contains 40741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176888.000000 Penalty: 95718.617188
Iteration 443Q: 30 clusters Score -1.101769e+08 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 54090 members 
Mstep: Class 3 contains 13043 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45701 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2342 members 
Mstep: Class 8 contains 18086 members 
Mstep: Class 9 contains 34125 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46505 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46831 members 
Mstep: Class 17 contains 6286 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 49844 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49173 members 
Mstep: Class 23 contains 6839 members 
Mstep: Class 24 contains 34310 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 35443 members 
Mstep: Class 28 contains 36689 members 
Mstep: Class 29 contains 41048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177832.000000 Penalty: 95718.617188
Iteration 444Q: 30 clusters Score -1.101778e+08 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 53714 members 
Mstep: Class 3 contains 13597 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44457 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 17818 members 
Mstep: Class 9 contains 34102 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 18691 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46251 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46718 members 
Mstep: Class 17 contains 6301 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 52046 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49086 members 
Mstep: Class 23 contains 6847 members 
Mstep: Class 24 contains 34186 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 34787 members 
Mstep: Class 28 contains 37213 members 
Mstep: Class 29 contains 41105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177632.000000 Penalty: 95718.617188
Iteration 445Q: 30 clusters Score -1.101776e+08 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 54306 members 
Mstep: Class 3 contains 13725 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44242 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 17646 members 
Mstep: Class 9 contains 34094 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 46082 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46573 members 
Mstep: Class 17 contains 6302 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 52567 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49069 members 
Mstep: Class 23 contains 6851 members 
Mstep: Class 24 contains 34073 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 34274 members 
Mstep: Class 28 contains 37809 members 
Mstep: Class 29 contains 40946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177328.000000 Penalty: 95718.617188
Iteration 446Q: 30 clusters Score -1.101773e+08 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 54869 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44301 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 17455 members 
Mstep: Class 9 contains 34085 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 18906 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45950 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 6305 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 52767 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49098 members 
Mstep: Class 23 contains 6858 members 
Mstep: Class 24 contains 33953 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 33818 members 
Mstep: Class 28 contains 38372 members 
Mstep: Class 29 contains 40878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177536.000000 Penalty: 95718.617188
Iteration 447Q: 30 clusters Score -1.101775e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 55316 members 
Mstep: Class 3 contains 13699 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44409 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 17278 members 
Mstep: Class 9 contains 34081 members 
Mstep: Class 10 contains 6558 members 
Mstep: Class 11 contains 18984 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45806 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46264 members 
Mstep: Class 17 contains 6317 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 52963 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49202 members 
Mstep: Class 23 contains 6863 members 
Mstep: Class 24 contains 33821 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 33387 members 
Mstep: Class 28 contains 38886 members 
Mstep: Class 29 contains 40817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176616.000000 Penalty: 95718.617188
Iteration 448Q: 30 clusters Score -1.101766e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 55639 members 
Mstep: Class 3 contains 13638 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44594 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 17144 members 
Mstep: Class 9 contains 34081 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 19070 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45686 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46151 members 
Mstep: Class 17 contains 6319 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 53122 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49277 members 
Mstep: Class 23 contains 6854 members 
Mstep: Class 24 contains 33710 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 32990 members 
Mstep: Class 28 contains 39411 members 
Mstep: Class 29 contains 40737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176192.000000 Penalty: 95718.617188
Iteration 449Q: 30 clusters Score -1.101762e+08 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 55735 members 
Mstep: Class 3 contains 13682 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 34079 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 19088 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45593 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46081 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 53455 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49383 members 
Mstep: Class 23 contains 6849 members 
Mstep: Class 24 contains 33603 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 32606 members 
Mstep: Class 28 contains 39969 members 
Mstep: Class 29 contains 40588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176096.000000 Penalty: 95718.617188
Iteration 450Q: 30 clusters Score -1.101761e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 55702 members 
Mstep: Class 3 contains 13730 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44609 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 16923 members 
Mstep: Class 9 contains 34088 members 
Mstep: Class 10 contains 6532 members 
Mstep: Class 11 contains 19107 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45508 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46077 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 53885 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49523 members 
Mstep: Class 23 contains 6838 members 
Mstep: Class 24 contains 33534 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 32219 members 
Mstep: Class 28 contains 40500 members 
Mstep: Class 29 contains 40420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176016.000000 Penalty: 95718.617188
Iteration 451Q: 30 clusters Score -1.10176e+08 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 55506 members 
Mstep: Class 3 contains 13917 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44402 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 34081 members 
Mstep: Class 10 contains 6525 members 
Mstep: Class 11 contains 19202 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45466 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46183 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 54388 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49621 members 
Mstep: Class 23 contains 6811 members 
Mstep: Class 24 contains 33467 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 31825 members 
Mstep: Class 28 contains 40971 members 
Mstep: Class 29 contains 40253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176352.000000 Penalty: 95718.617188
Iteration 452Q: 30 clusters Score -1.101764e+08 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 55250 members 
Mstep: Class 3 contains 14090 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44267 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 16708 members 
Mstep: Class 9 contains 34099 members 
Mstep: Class 10 contains 6523 members 
Mstep: Class 11 contains 19271 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45431 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 46276 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 54964 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49637 members 
Mstep: Class 23 contains 6790 members 
Mstep: Class 24 contains 33435 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 31465 members 
Mstep: Class 28 contains 41460 members 
Mstep: Class 29 contains 39976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176472.000000 Penalty: 95718.617188
Iteration 453Q: 30 clusters Score -1.101765e+08 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 55049 members 
Mstep: Class 3 contains 14330 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44115 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 16617 members 
Mstep: Class 9 contains 34099 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 19376 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45386 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46323 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 55460 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49594 members 
Mstep: Class 23 contains 6777 members 
Mstep: Class 24 contains 33418 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 31129 members 
Mstep: Class 28 contains 41958 members 
Mstep: Class 29 contains 39773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176416.000000 Penalty: 95718.617188
Iteration 454Q: 30 clusters Score -1.101764e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 54881 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44025 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 16513 members 
Mstep: Class 9 contains 34102 members 
Mstep: Class 10 contains 6505 members 
Mstep: Class 11 contains 19436 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45383 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46371 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 55910 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49521 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 33406 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 30847 members 
Mstep: Class 28 contains 42355 members 
Mstep: Class 29 contains 39659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176168.000000 Penalty: 95718.617188
Iteration 455Q: 30 clusters Score -1.101762e+08 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 54798 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44025 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 16426 members 
Mstep: Class 9 contains 34105 members 
Mstep: Class 10 contains 6488 members 
Mstep: Class 11 contains 19598 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45319 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46363 members 
Mstep: Class 17 contains 6311 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 56060 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49528 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 33402 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 30582 members 
Mstep: Class 28 contains 42783 members 
Mstep: Class 29 contains 39440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176168.000000 Penalty: 95718.617188
Iteration 456Q: 30 clusters Score -1.101762e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 54766 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44095 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 16324 members 
Mstep: Class 9 contains 34111 members 
Mstep: Class 10 contains 6474 members 
Mstep: Class 11 contains 19695 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45270 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46381 members 
Mstep: Class 17 contains 6314 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 56189 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49502 members 
Mstep: Class 23 contains 6711 members 
Mstep: Class 24 contains 33405 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 30297 members 
Mstep: Class 28 contains 43173 members 
Mstep: Class 29 contains 39321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176080.000000 Penalty: 95718.617188
Iteration 457Q: 30 clusters Score -1.101761e+08 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 54748 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44108 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2336 members 
Mstep: Class 8 contains 16234 members 
Mstep: Class 9 contains 34113 members 
Mstep: Class 10 contains 6464 members 
Mstep: Class 11 contains 19698 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45206 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46352 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 56364 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49528 members 
Mstep: Class 23 contains 6693 members 
Mstep: Class 24 contains 33414 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 29988 members 
Mstep: Class 28 contains 43508 members 
Mstep: Class 29 contains 39225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175928.000000 Penalty: 95718.617188
Iteration 458Q: 30 clusters Score -1.101759e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 54700 members 
Mstep: Class 3 contains 15232 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44094 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 16120 members 
Mstep: Class 9 contains 34132 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 11 contains 19658 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45147 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46330 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 56831 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49538 members 
Mstep: Class 23 contains 6679 members 
Mstep: Class 24 contains 33407 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 29686 members 
Mstep: Class 28 contains 43728 members 
Mstep: Class 29 contains 39209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175728.000000 Penalty: 95718.617188
Iteration 459Q: 30 clusters Score -1.101757e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 54631 members 
Mstep: Class 3 contains 15316 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44133 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 16014 members 
Mstep: Class 9 contains 34154 members 
Mstep: Class 10 contains 6433 members 
Mstep: Class 11 contains 19694 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46272 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 57209 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49595 members 
Mstep: Class 23 contains 6666 members 
Mstep: Class 24 contains 33409 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 29402 members 
Mstep: Class 28 contains 43920 members 
Mstep: Class 29 contains 39180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175520.000000 Penalty: 95718.617188
Iteration 460F: 30 clusters Score -1.101755e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 54551 members 
Mstep: Class 3 contains 15406 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44155 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 8 contains 15915 members 
Mstep: Class 9 contains 34160 members 
Mstep: Class 10 contains 6415 members 
Mstep: Class 11 contains 19693 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45066 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46253 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 57553 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49614 members 
Mstep: Class 23 contains 6657 members 
Mstep: Class 24 contains 33404 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 29195 members 
Mstep: Class 28 contains 44116 members 
Mstep: Class 29 contains 39198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175808.000000 Penalty: 95718.617188
Iteration 461Q: 30 clusters Score -1.101758e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 54467 members 
Mstep: Class 3 contains 15542 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44172 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 15824 members 
Mstep: Class 9 contains 34172 members 
Mstep: Class 10 contains 6410 members 
Mstep: Class 11 contains 19711 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 45022 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46237 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 57867 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49597 members 
Mstep: Class 23 contains 6650 members 
Mstep: Class 24 contains 33411 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 28976 members 
Mstep: Class 28 contains 44181 members 
Mstep: Class 29 contains 39264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175584.000000 Penalty: 95718.617188
Iteration 462Q: 30 clusters Score -1.101756e+08 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 54406 members 
Mstep: Class 3 contains 15727 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44118 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 8 contains 15741 members 
Mstep: Class 9 contains 34188 members 
Mstep: Class 10 contains 6395 members 
Mstep: Class 11 contains 19654 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 44992 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46257 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 58213 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49550 members 
Mstep: Class 23 contains 6646 members 
Mstep: Class 24 contains 33424 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 28779 members 
Mstep: Class 28 contains 44198 members 
Mstep: Class 29 contains 39374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176000.000000 Penalty: 95718.617188
Iteration 463Q: 30 clusters Score -1.10176e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 54417 members 
Mstep: Class 3 contains 15904 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 44154 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 15659 members 
Mstep: Class 9 contains 34195 members 
Mstep: Class 10 contains 6383 members 
Mstep: Class 11 contains 19561 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 44991 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46212 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 58406 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49500 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 33451 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 28641 members 
Mstep: Class 28 contains 44116 members 
Mstep: Class 29 contains 39550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176032.000000 Penalty: 95718.617188
Iteration 464Q: 30 clusters Score -1.10176e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 54492 members 
Mstep: Class 3 contains 16034 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44201 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 15582 members 
Mstep: Class 9 contains 34200 members 
Mstep: Class 10 contains 6369 members 
Mstep: Class 11 contains 19521 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 45000 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46111 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 58523 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49493 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 33471 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 28513 members 
Mstep: Class 28 contains 43952 members 
Mstep: Class 29 contains 39751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175776.000000 Penalty: 95718.617188
Iteration 465Q: 30 clusters Score -1.101758e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 54549 members 
Mstep: Class 3 contains 16131 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44274 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 15525 members 
Mstep: Class 9 contains 34199 members 
Mstep: Class 10 contains 6348 members 
Mstep: Class 11 contains 19561 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44985 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46044 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 58574 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49552 members 
Mstep: Class 23 contains 6645 members 
Mstep: Class 24 contains 33485 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 28365 members 
Mstep: Class 28 contains 43817 members 
Mstep: Class 29 contains 39933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175656.000000 Penalty: 95718.617188
Iteration 466Q: 30 clusters Score -1.101757e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 54542 members 
Mstep: Class 3 contains 16274 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44336 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 15471 members 
Mstep: Class 9 contains 34200 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 19497 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44982 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46028 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 58656 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49605 members 
Mstep: Class 23 contains 6645 members 
Mstep: Class 24 contains 33493 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 28236 members 
Mstep: Class 28 contains 43657 members 
Mstep: Class 29 contains 40201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175664.000000 Penalty: 95718.617188
Iteration 467Q: 30 clusters Score -1.101757e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 54487 members 
Mstep: Class 3 contains 16363 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44417 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 34213 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 19424 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44972 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46046 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 58791 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49667 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 33506 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 28103 members 
Mstep: Class 28 contains 43458 members 
Mstep: Class 29 contains 40490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175688.000000 Penalty: 95718.617188
Iteration 468Q: 30 clusters Score -1.101757e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 54461 members 
Mstep: Class 3 contains 16437 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44506 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 15338 members 
Mstep: Class 9 contains 34224 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 19321 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44953 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46112 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 58877 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49723 members 
Mstep: Class 23 contains 6652 members 
Mstep: Class 24 contains 33510 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 27978 members 
Mstep: Class 28 contains 43269 members 
Mstep: Class 29 contains 40798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175888.000000 Penalty: 95718.617188
Iteration 469Q: 30 clusters Score -1.101759e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 54505 members 
Mstep: Class 3 contains 16504 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44615 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 15258 members 
Mstep: Class 9 contains 34223 members 
Mstep: Class 10 contains 6294 members 
Mstep: Class 11 contains 19293 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44928 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46159 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 58934 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49739 members 
Mstep: Class 23 contains 6647 members 
Mstep: Class 24 contains 33514 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 27874 members 
Mstep: Class 28 contains 43089 members 
Mstep: Class 29 contains 40988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176008.000000 Penalty: 95718.617188
Iteration 470Q: 30 clusters Score -1.10176e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 54524 members 
Mstep: Class 3 contains 16586 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44662 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 15171 members 
Mstep: Class 9 contains 34231 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 19224 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44901 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46174 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 58997 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49828 members 
Mstep: Class 23 contains 6643 members 
Mstep: Class 24 contains 33531 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 27770 members 
Mstep: Class 28 contains 42940 members 
Mstep: Class 29 contains 41171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110175872.000000 Penalty: 95718.617188
Iteration 471Q: 30 clusters Score -1.101759e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 54528 members 
Mstep: Class 3 contains 16641 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44734 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 15093 members 
Mstep: Class 9 contains 34238 members 
Mstep: Class 10 contains 6263 members 
Mstep: Class 11 contains 19153 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44871 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46236 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 59048 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49875 members 
Mstep: Class 23 contains 6643 members 
Mstep: Class 24 contains 33553 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 27644 members 
Mstep: Class 28 contains 42821 members 
Mstep: Class 29 contains 41438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176160.000000 Penalty: 95718.617188
Iteration 472Q: 30 clusters Score -1.101762e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 54493 members 
Mstep: Class 3 contains 16738 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44799 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 15004 members 
Mstep: Class 9 contains 34249 members 
Mstep: Class 10 contains 6251 members 
Mstep: Class 11 contains 19075 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44848 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46317 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 59081 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49936 members 
Mstep: Class 23 contains 6646 members 
Mstep: Class 24 contains 33575 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 27530 members 
Mstep: Class 28 contains 42738 members 
Mstep: Class 29 contains 41736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176336.000000 Penalty: 95718.617188
Iteration 473Q: 30 clusters Score -1.101763e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 54454 members 
Mstep: Class 3 contains 16877 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44875 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 14909 members 
Mstep: Class 9 contains 34260 members 
Mstep: Class 10 contains 6246 members 
Mstep: Class 11 contains 18957 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44836 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46446 members 
Mstep: Class 17 contains 6357 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 59108 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 49990 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 33586 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 27406 members 
Mstep: Class 28 contains 42665 members 
Mstep: Class 29 contains 42076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176040.000000 Penalty: 95718.617188
Iteration 474Q: 30 clusters Score -1.10176e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 54381 members 
Mstep: Class 3 contains 16921 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44913 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 14834 members 
Mstep: Class 9 contains 34277 members 
Mstep: Class 10 contains 6240 members 
Mstep: Class 11 contains 18888 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44806 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46528 members 
Mstep: Class 17 contains 6365 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 59194 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50107 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 33595 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 27285 members 
Mstep: Class 28 contains 42601 members 
Mstep: Class 29 contains 42363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176520.000000 Penalty: 95718.617188
Iteration 475Q: 30 clusters Score -1.101765e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 54231 members 
Mstep: Class 3 contains 17042 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44906 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 14744 members 
Mstep: Class 9 contains 34284 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44764 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46697 members 
Mstep: Class 17 contains 6373 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 59318 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50198 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 33607 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 27178 members 
Mstep: Class 28 contains 42486 members 
Mstep: Class 29 contains 42677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176616.000000 Penalty: 95718.617188
Iteration 476Q: 30 clusters Score -1.101766e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 54136 members 
Mstep: Class 3 contains 17137 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44922 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 14657 members 
Mstep: Class 9 contains 34303 members 
Mstep: Class 10 contains 6243 members 
Mstep: Class 11 contains 18675 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44730 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46900 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 59411 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50250 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 33613 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 27067 members 
Mstep: Class 28 contains 42374 members 
Mstep: Class 29 contains 43028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110176920.000000 Penalty: 95718.617188
Iteration 477Q: 30 clusters Score -1.101769e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 54079 members 
Mstep: Class 3 contains 17233 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44971 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 14556 members 
Mstep: Class 9 contains 34316 members 
Mstep: Class 10 contains 6244 members 
Mstep: Class 11 contains 18591 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44693 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 47040 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 59428 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50312 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 33618 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 26968 members 
Mstep: Class 28 contains 42220 members 
Mstep: Class 29 contains 43395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110177000.000000 Penalty: 95718.617188
Iteration 478Q: 30 clusters Score -1.10177e+08 nChanged 2219
Entering ConstructFrom: 
Score: -110177000.000000 Penalty: 95718.617188
Entering ConstructFrom: 
Trying to split cluster 1 (42125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Entering Unmasked Estep 
Score: -7857058.500000 Penalty: 2640.802246
	Iteration 0F: 2 clusters Score -7857058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -7828856.000000 Penalty: 5281.604492
	Iteration 0F: 3 clusters Score -7828856 nChanged 19387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -7839493.500000 Penalty: 5281.604492
	Iteration 1F: 3 clusters Score -7839494 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -7840149.500000 Penalty: 5281.604492
	Iteration 2Q: 3 clusters Score -7840150 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -7840812.000000 Penalty: 5281.604492
	Iteration 3Q: 3 clusters Score -7840812 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -7841665.000000 Penalty: 5281.604492
	Iteration 4Q: 3 clusters Score -7841665 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -7842754.500000 Penalty: 5281.604492
	Iteration 5Q: 3 clusters Score -7842754 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -7844385.500000 Penalty: 5281.604492
	Iteration 6F: 3 clusters Score -7844386 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -7846711.500000 Penalty: 5281.604492
	Iteration 7F: 3 clusters Score -7846712 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -7849109.000000 Penalty: 5281.604492
	Iteration 8F: 3 clusters Score -7849109 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -7850736.000000 Penalty: 5281.604492
	Iteration 9F: 3 clusters Score -7850736 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -7851738.500000 Penalty: 5281.604492
	Iteration 10Q: 3 clusters Score -7851738 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -7852606.000000 Penalty: 5281.604492
	Iteration 11Q: 3 clusters Score -7852606 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -7853259.500000 Penalty: 5281.604492
	Iteration 12Q: 3 clusters Score -7853260 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -7853836.000000 Penalty: 5281.604492
	Iteration 13Q: 3 clusters Score -7853836 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -7854206.000000 Penalty: 5281.604492
	Iteration 14Q: 3 clusters Score -7854206 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -7854386.500000 Penalty: 5281.604492
	Iteration 15Q: 3 clusters Score -7854386 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -7854435.500000 Penalty: 5281.604492
	Iteration 16Q: 3 clusters Score -7854436 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -7854497.500000 Penalty: 5281.604492
	Iteration 17Q: 3 clusters Score -7854498 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -7854508.500000 Penalty: 5281.604492
	Iteration 18Q: 3 clusters Score -7854508 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -7854526.500000 Penalty: 5281.604492
	Iteration 19Q: 3 clusters Score -7854526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -7854542.000000 Penalty: 5281.604492
	Iteration 20F: 3 clusters Score -7854542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -7854552.000000 Penalty: 5281.604492
	Iteration 21Q: 3 clusters Score -7854552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -7854558.500000 Penalty: 5281.604492
	Iteration 22Q: 3 clusters Score -7854558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -7854551.500000 Penalty: 5281.604492
	Iteration 23Q: 3 clusters Score -7854552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -7854555.500000 Penalty: 5281.604492
	Iteration 24Q: 3 clusters Score -7854556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -7854547.500000 Penalty: 5281.604492
	Iteration 25Q: 3 clusters Score -7854548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -7854548.000000 Penalty: 5281.604492
	Iteration 26Q: 3 clusters Score -7854548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -7854544.000000 Penalty: 5281.604492
	Iteration 27Q: 3 clusters Score -7854544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -7854554.000000 Penalty: 5281.604492
	Iteration 28Q: 3 clusters Score -7854554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -7854542.000000 Penalty: 5281.604492
	Iteration 29Q: 3 clusters Score -7854542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -7854541.000000 Penalty: 5281.604492
	Iteration 30Q: 3 clusters Score -7854541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -7854545.500000 Penalty: 5281.604492
	Iteration 31Q: 3 clusters Score -7854546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -7854526.000000 Penalty: 5281.604492
	Iteration 32Q: 3 clusters Score -7854526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -7854532.000000 Penalty: 5281.604492
	Iteration 33Q: 3 clusters Score -7854532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -7854535.500000 Penalty: 5281.604492
	Iteration 34Q: 3 clusters Score -7854536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -7854538.000000 Penalty: 5281.604492
	Iteration 35Q: 3 clusters Score -7854538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -7854528.500000 Penalty: 5281.604492
	Iteration 36Q: 3 clusters Score -7854528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -7854528.500000 Penalty: 5281.604492
	Iteration 37F: 3 clusters Score -7854528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (53946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Entering Unmasked Estep 
Score: -10099405.000000 Penalty: 2702.143066
	Iteration 0F: 2 clusters Score -1.00994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -10068140.000000 Penalty: 5404.286133
	Iteration 0F: 3 clusters Score -1.006814e+07 nChanged 25115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -10082468.000000 Penalty: 5404.286133
	Iteration 1F: 3 clusters Score -1.008247e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -10083652.000000 Penalty: 5404.286133
	Iteration 2Q: 3 clusters Score -1.008365e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -10085285.000000 Penalty: 5404.286133
	Iteration 3F: 3 clusters Score -1.008528e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -10087816.000000 Penalty: 5404.286133
	Iteration 4F: 3 clusters Score -1.008782e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -10091670.000000 Penalty: 5404.286133
	Iteration 5F: 3 clusters Score -1.009167e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -10095835.000000 Penalty: 5404.286133
	Iteration 6F: 3 clusters Score -1.009584e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -10098015.000000 Penalty: 5404.286133
	Iteration 7F: 3 clusters Score -1.009802e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -10098778.000000 Penalty: 5404.286133
	Iteration 8Q: 3 clusters Score -1.009878e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -10099166.000000 Penalty: 5404.286133
	Iteration 9Q: 3 clusters Score -1.009917e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -10099420.000000 Penalty: 5404.286133
	Iteration 10Q: 3 clusters Score -1.009942e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -10099629.000000 Penalty: 5404.286133
	Iteration 11Q: 3 clusters Score -1.009963e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -10099818.000000 Penalty: 5404.286133
	Iteration 12Q: 3 clusters Score -1.009982e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -10099867.000000 Penalty: 5404.286133
	Iteration 13Q: 3 clusters Score -1.009987e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -10099911.000000 Penalty: 5404.286133
	Iteration 14Q: 3 clusters Score -1.009991e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -10099977.000000 Penalty: 5404.286133
	Iteration 15Q: 3 clusters Score -1.009998e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -10100003.000000 Penalty: 5404.286133
	Iteration 16Q: 3 clusters Score -1.01e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -10100016.000000 Penalty: 5404.286133
	Iteration 17Q: 3 clusters Score -1.010002e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -10100021.000000 Penalty: 5404.286133
	Iteration 18Q: 3 clusters Score -1.010002e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -10100069.000000 Penalty: 5404.286133
	Iteration 19Q: 3 clusters Score -1.010007e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -10100049.000000 Penalty: 5404.286133
	Iteration 20F: 3 clusters Score -1.010005e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -10100068.000000 Penalty: 5404.286133
	Iteration 21Q: 3 clusters Score -1.010007e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -10100056.000000 Penalty: 5404.286133
	Iteration 22Q: 3 clusters Score -1.010006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -10100065.000000 Penalty: 5404.286133
	Iteration 23Q: 3 clusters Score -1.010006e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -10100070.000000 Penalty: 5404.286133
	Iteration 24Q: 3 clusters Score -1.010007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -10100079.000000 Penalty: 5404.286133
	Iteration 25Q: 3 clusters Score -1.010008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -10100063.000000 Penalty: 5404.286133
	Iteration 26Q: 3 clusters Score -1.010006e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -10100075.000000 Penalty: 5404.286133
	Iteration 27Q: 3 clusters Score -1.010008e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -10100074.000000 Penalty: 5404.286133
	Iteration 28Q: 3 clusters Score -1.010007e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -10100078.000000 Penalty: 5404.286133
	Iteration 29Q: 3 clusters Score -1.010008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -10100084.000000 Penalty: 5404.286133
	Iteration 30Q: 3 clusters Score -1.010008e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -10100098.000000 Penalty: 5404.286133
	Iteration 31Q: 3 clusters Score -1.01001e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -10100083.000000 Penalty: 5404.286133
	Iteration 32Q: 3 clusters Score -1.010008e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -10100062.000000 Penalty: 5404.286133
	Iteration 33Q: 3 clusters Score -1.010006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -10100082.000000 Penalty: 5404.286133
	Iteration 34Q: 3 clusters Score -1.010008e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -10100049.000000 Penalty: 5404.286133
	Iteration 35Q: 3 clusters Score -1.010005e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -10100053.000000 Penalty: 5404.286133
	Iteration 36Q: 3 clusters Score -1.010005e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -10100052.000000 Penalty: 5404.286133
	Iteration 37Q: 3 clusters Score -1.010005e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -10100057.000000 Penalty: 5404.286133
	Iteration 38Q: 3 clusters Score -1.010006e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -10100068.000000 Penalty: 5404.286133
	Iteration 39Q: 3 clusters Score -1.010007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -10100061.000000 Penalty: 5404.286133
	Iteration 40F: 3 clusters Score -1.010006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -10100056.000000 Penalty: 5404.286133
	Iteration 41Q: 3 clusters Score -1.010006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -10100055.000000 Penalty: 5404.286133
	Iteration 42Q: 3 clusters Score -1.010006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -10100053.000000 Penalty: 5404.286133
	Iteration 43Q: 3 clusters Score -1.010005e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -10100059.000000 Penalty: 5404.286133
	Iteration 44Q: 3 clusters Score -1.010006e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -10100058.000000 Penalty: 5404.286133
	Iteration 45Q: 3 clusters Score -1.010006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -10100075.000000 Penalty: 5404.286133
	Iteration 46Q: 3 clusters Score -1.010008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -10100056.000000 Penalty: 5404.286133
	Iteration 47Q: 3 clusters Score -1.010006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -10100061.000000 Penalty: 5404.286133
	Iteration 48Q: 3 clusters Score -1.010006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -10100048.000000 Penalty: 5404.286133
	Iteration 49Q: 3 clusters Score -1.010005e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -10100048.000000 Penalty: 5404.286133
	Iteration 50Q: 3 clusters Score -1.010005e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -10100046.000000 Penalty: 5404.286133
	Iteration 51Q: 3 clusters Score -1.010005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -10100044.000000 Penalty: 5404.286133
	Iteration 52Q: 3 clusters Score -1.010004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -10100041.000000 Penalty: 5404.286133
	Iteration 53Q: 3 clusters Score -1.010004e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -10100052.000000 Penalty: 5404.286133
	Iteration 54Q: 3 clusters Score -1.010005e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -10100032.000000 Penalty: 5404.286133
	Iteration 55Q: 3 clusters Score -1.010003e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -10100052.000000 Penalty: 5404.286133
	Iteration 56Q: 3 clusters Score -1.010005e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -10100044.000000 Penalty: 5404.286133
	Iteration 57Q: 3 clusters Score -1.010004e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -10100069.000000 Penalty: 5404.286133
	Iteration 58Q: 3 clusters Score -1.010007e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -10100006.000000 Penalty: 5404.286133
	Iteration 59Q: 3 clusters Score -1.010001e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -10099963.000000 Penalty: 5404.286133
	Iteration 60F: 3 clusters Score -1.009996e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -10099998.000000 Penalty: 5404.286133
	Iteration 61Q: 3 clusters Score -1.01e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -10100014.000000 Penalty: 5404.286133
	Iteration 62Q: 3 clusters Score -1.010001e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -10100006.000000 Penalty: 5404.286133
	Iteration 63Q: 3 clusters Score -1.010001e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -10099980.000000 Penalty: 5404.286133
	Iteration 64Q: 3 clusters Score -1.009998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -10100006.000000 Penalty: 5404.286133
	Iteration 65Q: 3 clusters Score -1.010001e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -10100029.000000 Penalty: 5404.286133
	Iteration 66Q: 3 clusters Score -1.010003e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -10099993.000000 Penalty: 5404.286133
	Iteration 67Q: 3 clusters Score -1.009999e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -10099966.000000 Penalty: 5404.286133
	Iteration 68Q: 3 clusters Score -1.009997e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -10099952.000000 Penalty: 5404.286133
	Iteration 69Q: 3 clusters Score -1.009995e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -10099958.000000 Penalty: 5404.286133
	Iteration 70Q: 3 clusters Score -1.009996e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -10099960.000000 Penalty: 5404.286133
	Iteration 71Q: 3 clusters Score -1.009996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -10099945.000000 Penalty: 5404.286133
	Iteration 72Q: 3 clusters Score -1.009994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -10099950.000000 Penalty: 5404.286133
	Iteration 73Q: 3 clusters Score -1.009995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -10099965.000000 Penalty: 5404.286133
	Iteration 74Q: 3 clusters Score -1.009996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -10099955.000000 Penalty: 5404.286133
	Iteration 75Q: 3 clusters Score -1.009996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -10099950.000000 Penalty: 5404.286133
	Iteration 76Q: 3 clusters Score -1.009995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -10099941.000000 Penalty: 5404.286133
	Iteration 77Q: 3 clusters Score -1.009994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -10099955.000000 Penalty: 5404.286133
	Iteration 78Q: 3 clusters Score -1.009996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -10099972.000000 Penalty: 5404.286133
	Iteration 79Q: 3 clusters Score -1.009997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -10099970.000000 Penalty: 5404.286133
	Iteration 80F: 3 clusters Score -1.009997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -10099974.000000 Penalty: 5404.286133
	Iteration 81Q: 3 clusters Score -1.009997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -10099963.000000 Penalty: 5404.286133
	Iteration 82Q: 3 clusters Score -1.009996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -10099962.000000 Penalty: 5404.286133
	Iteration 83Q: 3 clusters Score -1.009996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -10099967.000000 Penalty: 5404.286133
	Iteration 84Q: 3 clusters Score -1.009997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -10099966.000000 Penalty: 5404.286133
	Iteration 85Q: 3 clusters Score -1.009997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -10099963.000000 Penalty: 5404.286133
	Iteration 86Q: 3 clusters Score -1.009996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -10099961.000000 Penalty: 5404.286133
	Iteration 87Q: 3 clusters Score -1.009996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -10099961.000000 Penalty: 5404.286133
	Iteration 88F: 3 clusters Score -1.009996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 34274 members 
Mstep: Class 3 contains 17379 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45049 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 34346 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 18541 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44660 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 47151 members 
Mstep: Class 17 contains 6366 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 59476 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50444 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 33638 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 26848 members 
Mstep: Class 28 contains 42109 members 
Mstep: Class 29 contains 43699 members 
Mstep: Class 30 contains 19672 members 
Entering Unmasked Estep 
Score: -110177600.000000 Penalty: 99019.257812
Splitting cluster 2 changes total score from -110177000.000000 to -110177600.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (17379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Entering Unmasked Estep 
Score: -3268541.250000 Penalty: 2421.228271
	Iteration 0F: 2 clusters Score -3268541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3256375.000000 Penalty: 4842.456543
	Iteration 0F: 3 clusters Score -3256375 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3260400.000000 Penalty: 4842.456543
	Iteration 1F: 3 clusters Score -3260400 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3261132.750000 Penalty: 4842.456543
	Iteration 2F: 3 clusters Score -3261133 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3262279.750000 Penalty: 4842.456543
	Iteration 3F: 3 clusters Score -3262280 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3263957.750000 Penalty: 4842.456543
	Iteration 4F: 3 clusters Score -3263958 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3265255.000000 Penalty: 4842.456543
	Iteration 5F: 3 clusters Score -3265255 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3265657.500000 Penalty: 4842.456543
	Iteration 6Q: 3 clusters Score -3265658 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3265842.000000 Penalty: 4842.456543
	Iteration 7Q: 3 clusters Score -3265842 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3265873.000000 Penalty: 4842.456543
	Iteration 8Q: 3 clusters Score -3265873 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3265847.500000 Penalty: 4842.456543
	Iteration 9Q: 3 clusters Score -3265848 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3265788.250000 Penalty: 4842.456543
	Iteration 10Q: 3 clusters Score -3265788 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3265736.500000 Penalty: 4842.456543
	Iteration 11Q: 3 clusters Score -3265736 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3265694.750000 Penalty: 4842.456543
	Iteration 12Q: 3 clusters Score -3265695 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -3265753.250000 Penalty: 4842.456543
	Iteration 13Q: 3 clusters Score -3265753 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -3265802.000000 Penalty: 4842.456543
	Iteration 14Q: 3 clusters Score -3265802 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3265809.250000 Penalty: 4842.456543
	Iteration 15Q: 3 clusters Score -3265809 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3265760.750000 Penalty: 4842.456543
	Iteration 16Q: 3 clusters Score -3265761 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3265775.250000 Penalty: 4842.456543
	Iteration 17Q: 3 clusters Score -3265775 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3265873.250000 Penalty: 4842.456543
	Iteration 18Q: 3 clusters Score -3265873 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3265861.000000 Penalty: 4842.456543
	Iteration 19Q: 3 clusters Score -3265861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3265909.500000 Penalty: 4842.456543
	Iteration 20F: 3 clusters Score -3265910 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3266022.500000 Penalty: 4842.456543
	Iteration 21Q: 3 clusters Score -3266022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3266031.750000 Penalty: 4842.456543
	Iteration 22Q: 3 clusters Score -3266032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3266052.000000 Penalty: 4842.456543
	Iteration 23Q: 3 clusters Score -3266052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3266019.000000 Penalty: 4842.456543
	Iteration 24Q: 3 clusters Score -3266019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3266009.000000 Penalty: 4842.456543
	Iteration 25Q: 3 clusters Score -3266009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3265979.250000 Penalty: 4842.456543
	Iteration 26Q: 3 clusters Score -3265979 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -3265906.500000 Penalty: 4842.456543
	Iteration 27Q: 3 clusters Score -3265906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -3265846.500000 Penalty: 4842.456543
	Iteration 28Q: 3 clusters Score -3265846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3265813.500000 Penalty: 4842.456543
	Iteration 29Q: 3 clusters Score -3265814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3265821.250000 Penalty: 4842.456543
	Iteration 30Q: 3 clusters Score -3265821 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3265741.000000 Penalty: 4842.456543
	Iteration 31Q: 3 clusters Score -3265741 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3265728.000000 Penalty: 4842.456543
	Iteration 32Q: 3 clusters Score -3265728 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3265817.250000 Penalty: 4842.456543
	Iteration 33Q: 3 clusters Score -3265817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3265842.750000 Penalty: 4842.456543
	Iteration 34Q: 3 clusters Score -3265843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3265783.250000 Penalty: 4842.456543
	Iteration 35Q: 3 clusters Score -3265783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3265817.500000 Penalty: 4842.456543
	Iteration 36Q: 3 clusters Score -3265818 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3265806.000000 Penalty: 4842.456543
	Iteration 37Q: 3 clusters Score -3265806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3265794.250000 Penalty: 4842.456543
	Iteration 38Q: 3 clusters Score -3265794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3265796.250000 Penalty: 4842.456543
	Iteration 39Q: 3 clusters Score -3265796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3265795.250000 Penalty: 4842.456543
	Iteration 40F: 3 clusters Score -3265795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3265757.250000 Penalty: 4842.456543
	Iteration 41Q: 3 clusters Score -3265757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3265777.750000 Penalty: 4842.456543
	Iteration 42Q: 3 clusters Score -3265778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3265766.750000 Penalty: 4842.456543
	Iteration 43Q: 3 clusters Score -3265767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3265773.000000 Penalty: 4842.456543
	Iteration 44Q: 3 clusters Score -3265773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3265800.250000 Penalty: 4842.456543
	Iteration 45Q: 3 clusters Score -3265800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3265795.500000 Penalty: 4842.456543
	Iteration 46Q: 3 clusters Score -3265796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3265762.000000 Penalty: 4842.456543
	Iteration 47Q: 3 clusters Score -3265762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3265781.250000 Penalty: 4842.456543
	Iteration 48Q: 3 clusters Score -3265781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3265786.750000 Penalty: 4842.456543
	Iteration 49Q: 3 clusters Score -3265787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3265778.750000 Penalty: 4842.456543
	Iteration 50Q: 3 clusters Score -3265779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3265790.250000 Penalty: 4842.456543
	Iteration 51Q: 3 clusters Score -3265790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3265786.500000 Penalty: 4842.456543
	Iteration 52Q: 3 clusters Score -3265786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3265802.500000 Penalty: 4842.456543
	Iteration 53Q: 3 clusters Score -3265802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3265802.500000 Penalty: 4842.456543
	Iteration 54Q: 3 clusters Score -3265802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3265802.500000 Penalty: 4842.456543
	Iteration 55F: 3 clusters Score -3265802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -68986.921875 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -68986.92 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 219 members 
Entering Unmasked Estep 
Score: -67629.398438 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -67629.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -68006.703125 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -68006.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -68291.031250 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -68291.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -68427.640625 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -68427.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -68556.695312 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -68556.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -68598.929688 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -68598.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -68603.093750 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -68603.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -68635.085938 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -68635.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -68681.015625 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -68681.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -68688.617188 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -68688.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -68694.796875 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -68694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -68696.015625 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -68696.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -68696.843750 Penalty: 3024.645020
	Iteration 12F: 3 clusters Score -68696.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -68718.492188 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -68718.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -68759.687500 Penalty: 3024.645020
	Iteration 14Q: 3 clusters Score -68759.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -68784.132812 Penalty: 3024.645020
	Iteration 15Q: 3 clusters Score -68784.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -68786.562500 Penalty: 3024.645020
	Iteration 16Q: 3 clusters Score -68786.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -68791.546875 Penalty: 3024.645020
	Iteration 17F: 3 clusters Score -68791.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68807.289062 Penalty: 3024.645020
	Iteration 18Q: 3 clusters Score -68807.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68807.289062 Penalty: 3024.645020
	Iteration 19F: 3 clusters Score -68807.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Entering Unmasked Estep 
Score: -8429090.000000 Penalty: 2657.445312
	Iteration 0F: 2 clusters Score -8429090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -8400261.000000 Penalty: 5314.890625
	Iteration 0F: 3 clusters Score -8400261 nChanged 20587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8411600.000000 Penalty: 5314.890625
	Iteration 1F: 3 clusters Score -8411600 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -8412079.000000 Penalty: 5314.890625
	Iteration 2Q: 3 clusters Score -8412079 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -8412707.000000 Penalty: 5314.890625
	Iteration 3Q: 3 clusters Score -8412707 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -8413360.000000 Penalty: 5314.890625
	Iteration 4Q: 3 clusters Score -8413360 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -8414216.000000 Penalty: 5314.890625
	Iteration 5Q: 3 clusters Score -8414216 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -8415387.000000 Penalty: 5314.890625
	Iteration 6Q: 3 clusters Score -8415387 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -8417003.000000 Penalty: 5314.890625
	Iteration 7F: 3 clusters Score -8417003 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -8419450.000000 Penalty: 5314.890625
	Iteration 8F: 3 clusters Score -8419450 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -8422176.000000 Penalty: 5314.890625
	Iteration 9F: 3 clusters Score -8422176 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -8424389.000000 Penalty: 5314.890625
	Iteration 10F: 3 clusters Score -8424389 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -8425309.000000 Penalty: 5314.890625
	Iteration 11Q: 3 clusters Score -8425309 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -8425664.000000 Penalty: 5314.890625
	Iteration 12Q: 3 clusters Score -8425664 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -8425877.000000 Penalty: 5314.890625
	Iteration 13Q: 3 clusters Score -8425877 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -8426068.000000 Penalty: 5314.890625
	Iteration 14Q: 3 clusters Score -8426068 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -8426217.000000 Penalty: 5314.890625
	Iteration 15Q: 3 clusters Score -8426217 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -8426381.000000 Penalty: 5314.890625
	Iteration 16Q: 3 clusters Score -8426381 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -8426488.000000 Penalty: 5314.890625
	Iteration 17Q: 3 clusters Score -8426488 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -8426579.000000 Penalty: 5314.890625
	Iteration 18Q: 3 clusters Score -8426579 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -8426705.000000 Penalty: 5314.890625
	Iteration 19Q: 3 clusters Score -8426705 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -8426768.000000 Penalty: 5314.890625
	Iteration 20F: 3 clusters Score -8426768 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -8426858.000000 Penalty: 5314.890625
	Iteration 21Q: 3 clusters Score -8426858 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -8426942.000000 Penalty: 5314.890625
	Iteration 22Q: 3 clusters Score -8426942 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -8426996.000000 Penalty: 5314.890625
	Iteration 23Q: 3 clusters Score -8426996 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -8427080.000000 Penalty: 5314.890625
	Iteration 24Q: 3 clusters Score -8427080 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -8427091.000000 Penalty: 5314.890625
	Iteration 25Q: 3 clusters Score -8427091 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -8427154.000000 Penalty: 5314.890625
	Iteration 26Q: 3 clusters Score -8427154 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -8427180.000000 Penalty: 5314.890625
	Iteration 27Q: 3 clusters Score -8427180 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -8427187.000000 Penalty: 5314.890625
	Iteration 28Q: 3 clusters Score -8427187 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -8427184.000000 Penalty: 5314.890625
	Iteration 29Q: 3 clusters Score -8427184 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -8427187.000000 Penalty: 5314.890625
	Iteration 30Q: 3 clusters Score -8427187 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -8427193.000000 Penalty: 5314.890625
	Iteration 31Q: 3 clusters Score -8427193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -8427184.000000 Penalty: 5314.890625
	Iteration 32Q: 3 clusters Score -8427184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -8427180.000000 Penalty: 5314.890625
	Iteration 33Q: 3 clusters Score -8427180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -8427175.000000 Penalty: 5314.890625
	Iteration 34Q: 3 clusters Score -8427175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -8427181.000000 Penalty: 5314.890625
	Iteration 35Q: 3 clusters Score -8427181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -8427168.000000 Penalty: 5314.890625
	Iteration 36Q: 3 clusters Score -8427168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -8427174.000000 Penalty: 5314.890625
	Iteration 37Q: 3 clusters Score -8427174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -8427184.000000 Penalty: 5314.890625
	Iteration 38Q: 3 clusters Score -8427184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -8427196.000000 Penalty: 5314.890625
	Iteration 39Q: 3 clusters Score -8427196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -8427195.000000 Penalty: 5314.890625
	Iteration 40F: 3 clusters Score -8427195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -8427189.000000 Penalty: 5314.890625
	Iteration 41Q: 3 clusters Score -8427189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -8427195.000000 Penalty: 5314.890625
	Iteration 42Q: 3 clusters Score -8427195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -8427199.000000 Penalty: 5314.890625
	Iteration 43Q: 3 clusters Score -8427199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -8427192.000000 Penalty: 5314.890625
	Iteration 44Q: 3 clusters Score -8427192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -8427200.000000 Penalty: 5314.890625
	Iteration 45Q: 3 clusters Score -8427200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -8427211.000000 Penalty: 5314.890625
	Iteration 46Q: 3 clusters Score -8427211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -8427216.000000 Penalty: 5314.890625
	Iteration 47Q: 3 clusters Score -8427216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -8427211.000000 Penalty: 5314.890625
	Iteration 48Q: 3 clusters Score -8427211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -8427214.000000 Penalty: 5314.890625
	Iteration 49Q: 3 clusters Score -8427214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -8427222.000000 Penalty: 5314.890625
	Iteration 50Q: 3 clusters Score -8427222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -8427221.000000 Penalty: 5314.890625
	Iteration 51Q: 3 clusters Score -8427221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -8427222.000000 Penalty: 5314.890625
	Iteration 52Q: 3 clusters Score -8427222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -8427222.000000 Penalty: 5314.890625
	Iteration 53Q: 3 clusters Score -8427222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -8427222.000000 Penalty: 5314.890625
	Iteration 54Q: 3 clusters Score -8427222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -8427221.000000 Penalty: 5314.890625
	Iteration 55Q: 3 clusters Score -8427221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -8427229.000000 Penalty: 5314.890625
	Iteration 56Q: 3 clusters Score -8427229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -8427218.000000 Penalty: 5314.890625
	Iteration 57Q: 3 clusters Score -8427218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -8427222.000000 Penalty: 5314.890625
	Iteration 58Q: 3 clusters Score -8427222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -8427217.000000 Penalty: 5314.890625
	Iteration 59Q: 3 clusters Score -8427217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -8427221.000000 Penalty: 5314.890625
	Iteration 60F: 3 clusters Score -8427221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -52804.390625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -52804.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51500.691406 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -51500.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51622.957031 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -51622.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51678.171875 Penalty: 2845.339844
	Iteration 2Q: 3 clusters Score -51678.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51736.500000 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -51736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51762.351562 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -51762.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51766.937500 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -51766.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51766.937500 Penalty: 2845.339844
	Iteration 6F: 3 clusters Score -51766.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Entering Unmasked Estep 
Score: -414201.250000 Penalty: 1921.404053
	Iteration 0F: 2 clusters Score -414201.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -411372.000000 Penalty: 3842.808105
	Iteration 0F: 3 clusters Score -411372 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -411856.312500 Penalty: 3842.808105
	Iteration 1F: 3 clusters Score -411856.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -411975.500000 Penalty: 3842.808105
	Iteration 2F: 3 clusters Score -411975.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -412045.187500 Penalty: 3842.808105
	Iteration 3Q: 3 clusters Score -412045.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -412096.718750 Penalty: 3842.808105
	Iteration 4Q: 3 clusters Score -412096.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -412129.000000 Penalty: 3842.808105
	Iteration 5Q: 3 clusters Score -412129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -412145.406250 Penalty: 3842.808105
	Iteration 6Q: 3 clusters Score -412145.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -412162.812500 Penalty: 3842.808105
	Iteration 7Q: 3 clusters Score -412162.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -412172.625000 Penalty: 3842.808105
	Iteration 8Q: 3 clusters Score -412172.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -412181.093750 Penalty: 3842.808105
	Iteration 9Q: 3 clusters Score -412181.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -412185.906250 Penalty: 3842.808105
	Iteration 10Q: 3 clusters Score -412185.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -412189.500000 Penalty: 3842.808105
	Iteration 11Q: 3 clusters Score -412189.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -412192.062500 Penalty: 3842.808105
	Iteration 12Q: 3 clusters Score -412192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -412195.156250 Penalty: 3842.808105
	Iteration 13Q: 3 clusters Score -412195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -412196.593750 Penalty: 3842.808105
	Iteration 14Q: 3 clusters Score -412196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -412199.125000 Penalty: 3842.808105
	Iteration 15Q: 3 clusters Score -412199.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -412201.968750 Penalty: 3842.808105
	Iteration 16Q: 3 clusters Score -412202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -412206.250000 Penalty: 3842.808105
	Iteration 17Q: 3 clusters Score -412206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -412206.531250 Penalty: 3842.808105
	Iteration 18Q: 3 clusters Score -412206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -412207.156250 Penalty: 3842.808105
	Iteration 19Q: 3 clusters Score -412207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -412207.156250 Penalty: 3842.808105
	Iteration 20F: 3 clusters Score -412207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Entering Unmasked Estep 
Score: -2670706.500000 Penalty: 2375.421143
	Iteration 0F: 2 clusters Score -2670706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2660146.500000 Penalty: 4750.842285
	Iteration 0F: 3 clusters Score -2660146 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2663341.000000 Penalty: 4750.842285
	Iteration 1F: 3 clusters Score -2663341 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2663636.250000 Penalty: 4750.842285
	Iteration 2F: 3 clusters Score -2663636 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2663841.250000 Penalty: 4750.842285
	Iteration 3Q: 3 clusters Score -2663841 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2663992.000000 Penalty: 4750.842285
	Iteration 4Q: 3 clusters Score -2663992 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2664118.000000 Penalty: 4750.842285
	Iteration 5Q: 3 clusters Score -2664118 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2664213.750000 Penalty: 4750.842285
	Iteration 6Q: 3 clusters Score -2664214 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2664309.750000 Penalty: 4750.842285
	Iteration 7Q: 3 clusters Score -2664310 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2664376.500000 Penalty: 4750.842285
	Iteration 8Q: 3 clusters Score -2664376 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2664452.000000 Penalty: 4750.842285
	Iteration 9Q: 3 clusters Score -2664452 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2664549.250000 Penalty: 4750.842285
	Iteration 10Q: 3 clusters Score -2664549 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2664647.500000 Penalty: 4750.842285
	Iteration 11Q: 3 clusters Score -2664648 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2664780.500000 Penalty: 4750.842285
	Iteration 12Q: 3 clusters Score -2664780 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2664914.750000 Penalty: 4750.842285
	Iteration 13Q: 3 clusters Score -2664915 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2665121.000000 Penalty: 4750.842285
	Iteration 14Q: 3 clusters Score -2665121 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2665351.750000 Penalty: 4750.842285
	Iteration 15Q: 3 clusters Score -2665352 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2665626.250000 Penalty: 4750.842285
	Iteration 16Q: 3 clusters Score -2665626 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2665972.750000 Penalty: 4750.842285
	Iteration 17Q: 3 clusters Score -2665973 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2666374.500000 Penalty: 4750.842285
	Iteration 18Q: 3 clusters Score -2666374 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2666753.000000 Penalty: 4750.842285
	Iteration 19Q: 3 clusters Score -2666753 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2667115.750000 Penalty: 4750.842285
	Iteration 20F: 3 clusters Score -2667116 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2667451.000000 Penalty: 4750.842285
	Iteration 21Q: 3 clusters Score -2667451 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2667712.500000 Penalty: 4750.842285
	Iteration 22Q: 3 clusters Score -2667712 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2667923.000000 Penalty: 4750.842285
	Iteration 23Q: 3 clusters Score -2667923 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2668095.750000 Penalty: 4750.842285
	Iteration 24Q: 3 clusters Score -2668096 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2668228.500000 Penalty: 4750.842285
	Iteration 25Q: 3 clusters Score -2668228 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2668338.500000 Penalty: 4750.842285
	Iteration 26Q: 3 clusters Score -2668338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2668417.750000 Penalty: 4750.842285
	Iteration 27Q: 3 clusters Score -2668418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2668475.750000 Penalty: 4750.842285
	Iteration 28Q: 3 clusters Score -2668476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2668506.000000 Penalty: 4750.842285
	Iteration 29Q: 3 clusters Score -2668506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2668531.000000 Penalty: 4750.842285
	Iteration 30Q: 3 clusters Score -2668531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2668548.000000 Penalty: 4750.842285
	Iteration 31Q: 3 clusters Score -2668548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2668569.750000 Penalty: 4750.842285
	Iteration 32Q: 3 clusters Score -2668570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2668580.750000 Penalty: 4750.842285
	Iteration 33Q: 3 clusters Score -2668581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2668594.500000 Penalty: 4750.842285
	Iteration 34Q: 3 clusters Score -2668594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2668602.250000 Penalty: 4750.842285
	Iteration 35Q: 3 clusters Score -2668602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2668607.250000 Penalty: 4750.842285
	Iteration 36Q: 3 clusters Score -2668607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2668614.250000 Penalty: 4750.842285
	Iteration 37Q: 3 clusters Score -2668614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2668616.000000 Penalty: 4750.842285
	Iteration 38Q: 3 clusters Score -2668616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2668615.250000 Penalty: 4750.842285
	Iteration 39Q: 3 clusters Score -2668615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2668619.000000 Penalty: 4750.842285
	Iteration 40F: 3 clusters Score -2668619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2668621.250000 Penalty: 4750.842285
	Iteration 41Q: 3 clusters Score -2668621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2668625.000000 Penalty: 4750.842285
	Iteration 42Q: 3 clusters Score -2668625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2668630.750000 Penalty: 4750.842285
	Iteration 43Q: 3 clusters Score -2668631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2668635.500000 Penalty: 4750.842285
	Iteration 44Q: 3 clusters Score -2668636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2668637.000000 Penalty: 4750.842285
	Iteration 45Q: 3 clusters Score -2668637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2668637.750000 Penalty: 4750.842285
	Iteration 46Q: 3 clusters Score -2668638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2668643.000000 Penalty: 4750.842285
	Iteration 47Q: 3 clusters Score -2668643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2668643.500000 Penalty: 4750.842285
	Iteration 48Q: 3 clusters Score -2668644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2668644.000000 Penalty: 4750.842285
	Iteration 49Q: 3 clusters Score -2668644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2668643.000000 Penalty: 4750.842285
	Iteration 50Q: 3 clusters Score -2668643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2668643.500000 Penalty: 4750.842285
	Iteration 51Q: 3 clusters Score -2668644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2668643.500000 Penalty: 4750.842285
	Iteration 52F: 3 clusters Score -2668644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Entering Unmasked Estep 
Score: -6211990.500000 Penalty: 2590.171631
	Iteration 0F: 2 clusters Score -6211990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -6188656.500000 Penalty: 5180.343262
	Iteration 0F: 3 clusters Score -6188656 nChanged 15509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -6196999.500000 Penalty: 5180.343262
	Iteration 1F: 3 clusters Score -6197000 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -6197371.500000 Penalty: 5180.343262
	Iteration 2Q: 3 clusters Score -6197372 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -6197711.500000 Penalty: 5180.343262
	Iteration 3Q: 3 clusters Score -6197712 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -6198068.500000 Penalty: 5180.343262
	Iteration 4Q: 3 clusters Score -6198068 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -6198490.000000 Penalty: 5180.343262
	Iteration 5Q: 3 clusters Score -6198490 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -6199035.500000 Penalty: 5180.343262
	Iteration 6Q: 3 clusters Score -6199036 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -6199951.500000 Penalty: 5180.343262
	Iteration 7Q: 3 clusters Score -6199952 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -6201242.000000 Penalty: 5180.343262
	Iteration 8F: 3 clusters Score -6201242 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -6203197.000000 Penalty: 5180.343262
	Iteration 9F: 3 clusters Score -6203197 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -6205513.000000 Penalty: 5180.343262
	Iteration 10F: 3 clusters Score -6205513 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6207554.000000 Penalty: 5180.343262
	Iteration 11F: 3 clusters Score -6207554 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6208771.500000 Penalty: 5180.343262
	Iteration 12Q: 3 clusters Score -6208772 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6209321.000000 Penalty: 5180.343262
	Iteration 13Q: 3 clusters Score -6209321 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6209525.500000 Penalty: 5180.343262
	Iteration 14Q: 3 clusters Score -6209526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6209609.500000 Penalty: 5180.343262
	Iteration 15Q: 3 clusters Score -6209610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6209657.500000 Penalty: 5180.343262
	Iteration 16Q: 3 clusters Score -6209658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6209702.000000 Penalty: 5180.343262
	Iteration 17Q: 3 clusters Score -6209702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6209721.500000 Penalty: 5180.343262
	Iteration 18Q: 3 clusters Score -6209722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6209726.500000 Penalty: 5180.343262
	Iteration 19Q: 3 clusters Score -6209726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6209737.500000 Penalty: 5180.343262
	Iteration 20F: 3 clusters Score -6209738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6209735.500000 Penalty: 5180.343262
	Iteration 21Q: 3 clusters Score -6209736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6209744.500000 Penalty: 5180.343262
	Iteration 22Q: 3 clusters Score -6209744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6209740.500000 Penalty: 5180.343262
	Iteration 23Q: 3 clusters Score -6209740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6209740.500000 Penalty: 5180.343262
	Iteration 24F: 3 clusters Score -6209740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Entering Unmasked Estep 
Score: -1165275.500000 Penalty: 2167.047363
	Iteration 0F: 2 clusters Score -1165276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1159941.125000 Penalty: 4334.094727
	Iteration 0F: 3 clusters Score -1159941 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1161322.125000 Penalty: 4334.094727
	Iteration 1F: 3 clusters Score -1161322 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1161518.875000 Penalty: 4334.094727
	Iteration 2F: 3 clusters Score -1161519 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1161629.875000 Penalty: 4334.094727
	Iteration 3Q: 3 clusters Score -1161630 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1161702.125000 Penalty: 4334.094727
	Iteration 4Q: 3 clusters Score -1161702 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1161758.750000 Penalty: 4334.094727
	Iteration 5Q: 3 clusters Score -1161759 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1161795.500000 Penalty: 4334.094727
	Iteration 6Q: 3 clusters Score -1161796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1161827.500000 Penalty: 4334.094727
	Iteration 7Q: 3 clusters Score -1161828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1161848.500000 Penalty: 4334.094727
	Iteration 8Q: 3 clusters Score -1161848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1161872.125000 Penalty: 4334.094727
	Iteration 9Q: 3 clusters Score -1161872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1161887.750000 Penalty: 4334.094727
	Iteration 10Q: 3 clusters Score -1161888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1161900.125000 Penalty: 4334.094727
	Iteration 11Q: 3 clusters Score -1161900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1161908.250000 Penalty: 4334.094727
	Iteration 12Q: 3 clusters Score -1161908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1161917.250000 Penalty: 4334.094727
	Iteration 13Q: 3 clusters Score -1161917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1161927.750000 Penalty: 4334.094727
	Iteration 14Q: 3 clusters Score -1161928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1161933.875000 Penalty: 4334.094727
	Iteration 15Q: 3 clusters Score -1161934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1161943.125000 Penalty: 4334.094727
	Iteration 16Q: 3 clusters Score -1161943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1161950.000000 Penalty: 4334.094727
	Iteration 17Q: 3 clusters Score -1161950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1161953.250000 Penalty: 4334.094727
	Iteration 18Q: 3 clusters Score -1161953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1161959.000000 Penalty: 4334.094727
	Iteration 19Q: 3 clusters Score -1161959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1161962.750000 Penalty: 4334.094727
	Iteration 20F: 3 clusters Score -1161963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1161972.750000 Penalty: 4334.094727
	Iteration 21Q: 3 clusters Score -1161973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1161978.750000 Penalty: 4334.094727
	Iteration 22Q: 3 clusters Score -1161979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1161987.875000 Penalty: 4334.094727
	Iteration 23Q: 3 clusters Score -1161988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1161994.000000 Penalty: 4334.094727
	Iteration 24Q: 3 clusters Score -1161994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1162000.875000 Penalty: 4334.094727
	Iteration 25Q: 3 clusters Score -1162001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1162009.750000 Penalty: 4334.094727
	Iteration 26Q: 3 clusters Score -1162010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1162014.250000 Penalty: 4334.094727
	Iteration 27Q: 3 clusters Score -1162014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1162020.625000 Penalty: 4334.094727
	Iteration 28Q: 3 clusters Score -1162021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1162029.750000 Penalty: 4334.094727
	Iteration 29Q: 3 clusters Score -1162030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1162037.875000 Penalty: 4334.094727
	Iteration 30Q: 3 clusters Score -1162038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1162043.125000 Penalty: 4334.094727
	Iteration 31Q: 3 clusters Score -1162043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1162045.125000 Penalty: 4334.094727
	Iteration 32Q: 3 clusters Score -1162045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1162053.000000 Penalty: 4334.094727
	Iteration 33Q: 3 clusters Score -1162053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1162056.875000 Penalty: 4334.094727
	Iteration 34Q: 3 clusters Score -1162057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1162059.375000 Penalty: 4334.094727
	Iteration 35Q: 3 clusters Score -1162059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1162063.250000 Penalty: 4334.094727
	Iteration 36Q: 3 clusters Score -1162063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1162065.875000 Penalty: 4334.094727
	Iteration 37Q: 3 clusters Score -1162066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1162071.750000 Penalty: 4334.094727
	Iteration 38Q: 3 clusters Score -1162072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1162072.625000 Penalty: 4334.094727
	Iteration 39Q: 3 clusters Score -1162073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1162076.750000 Penalty: 4334.094727
	Iteration 40F: 3 clusters Score -1162077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1162080.625000 Penalty: 4334.094727
	Iteration 41Q: 3 clusters Score -1162081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1162083.000000 Penalty: 4334.094727
	Iteration 42Q: 3 clusters Score -1162083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1162084.000000 Penalty: 4334.094727
	Iteration 43Q: 3 clusters Score -1162084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1162087.375000 Penalty: 4334.094727
	Iteration 44Q: 3 clusters Score -1162087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1162091.125000 Penalty: 4334.094727
	Iteration 45Q: 3 clusters Score -1162091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1162089.375000 Penalty: 4334.094727
	Iteration 46Q: 3 clusters Score -1162089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1162097.625000 Penalty: 4334.094727
	Iteration 47Q: 3 clusters Score -1162098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1162101.250000 Penalty: 4334.094727
	Iteration 48Q: 3 clusters Score -1162101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1162106.875000 Penalty: 4334.094727
	Iteration 49Q: 3 clusters Score -1162107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1162114.125000 Penalty: 4334.094727
	Iteration 50Q: 3 clusters Score -1162114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1162119.375000 Penalty: 4334.094727
	Iteration 51Q: 3 clusters Score -1162119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1162123.375000 Penalty: 4334.094727
	Iteration 52Q: 3 clusters Score -1162123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1162124.500000 Penalty: 4334.094727
	Iteration 53Q: 3 clusters Score -1162124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1162125.375000 Penalty: 4334.094727
	Iteration 54Q: 3 clusters Score -1162125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1162127.500000 Penalty: 4334.094727
	Iteration 55Q: 3 clusters Score -1162128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1162133.375000 Penalty: 4334.094727
	Iteration 56Q: 3 clusters Score -1162133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1162134.625000 Penalty: 4334.094727
	Iteration 57Q: 3 clusters Score -1162135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1162137.500000 Penalty: 4334.094727
	Iteration 58Q: 3 clusters Score -1162138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1162138.000000 Penalty: 4334.094727
	Iteration 59Q: 3 clusters Score -1162138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1162140.500000 Penalty: 4334.094727
	Iteration 60F: 3 clusters Score -1162140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1162143.500000 Penalty: 4334.094727
	Iteration 61Q: 3 clusters Score -1162144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1162143.250000 Penalty: 4334.094727
	Iteration 62Q: 3 clusters Score -1162143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1162145.000000 Penalty: 4334.094727
	Iteration 63Q: 3 clusters Score -1162145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1162144.375000 Penalty: 4334.094727
	Iteration 64Q: 3 clusters Score -1162144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1162143.875000 Penalty: 4334.094727
	Iteration 65Q: 3 clusters Score -1162144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1162143.875000 Penalty: 4334.094727
	Iteration 66F: 3 clusters Score -1162144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Entering Unmasked Estep 
Score: -3481995.500000 Penalty: 2437.279541
	Iteration 0F: 2 clusters Score -3481996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3468840.250000 Penalty: 4874.559082
	Iteration 0F: 3 clusters Score -3468840 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3473282.750000 Penalty: 4874.559082
	Iteration 1F: 3 clusters Score -3473283 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3473597.250000 Penalty: 4874.559082
	Iteration 2F: 3 clusters Score -3473597 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3473845.000000 Penalty: 4874.559082
	Iteration 3Q: 3 clusters Score -3473845 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3474003.000000 Penalty: 4874.559082
	Iteration 4Q: 3 clusters Score -3474003 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3474177.000000 Penalty: 4874.559082
	Iteration 5Q: 3 clusters Score -3474177 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3474250.750000 Penalty: 4874.559082
	Iteration 6Q: 3 clusters Score -3474251 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3474337.500000 Penalty: 4874.559082
	Iteration 7Q: 3 clusters Score -3474338 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3474435.000000 Penalty: 4874.559082
	Iteration 8Q: 3 clusters Score -3474435 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3474580.000000 Penalty: 4874.559082
	Iteration 9Q: 3 clusters Score -3474580 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3474765.500000 Penalty: 4874.559082
	Iteration 10Q: 3 clusters Score -3474766 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3475010.750000 Penalty: 4874.559082
	Iteration 11Q: 3 clusters Score -3475011 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3475222.750000 Penalty: 4874.559082
	Iteration 12Q: 3 clusters Score -3475223 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3475609.500000 Penalty: 4874.559082
	Iteration 13Q: 3 clusters Score -3475610 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3476208.750000 Penalty: 4874.559082
	Iteration 14Q: 3 clusters Score -3476209 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3476838.000000 Penalty: 4874.559082
	Iteration 15F: 3 clusters Score -3476838 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3477683.250000 Penalty: 4874.559082
	Iteration 16F: 3 clusters Score -3477683 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3478375.750000 Penalty: 4874.559082
	Iteration 17Q: 3 clusters Score -3478376 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -3478974.750000 Penalty: 4874.559082
	Iteration 18Q: 3 clusters Score -3478975 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3479373.000000 Penalty: 4874.559082
	Iteration 19Q: 3 clusters Score -3479373 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3479557.000000 Penalty: 4874.559082
	Iteration 20F: 3 clusters Score -3479557 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3479670.750000 Penalty: 4874.559082
	Iteration 21Q: 3 clusters Score -3479671 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3479738.250000 Penalty: 4874.559082
	Iteration 22Q: 3 clusters Score -3479738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3479791.750000 Penalty: 4874.559082
	Iteration 23Q: 3 clusters Score -3479792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3479819.000000 Penalty: 4874.559082
	Iteration 24Q: 3 clusters Score -3479819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3479838.500000 Penalty: 4874.559082
	Iteration 25Q: 3 clusters Score -3479838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3479846.750000 Penalty: 4874.559082
	Iteration 26Q: 3 clusters Score -3479847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3479852.250000 Penalty: 4874.559082
	Iteration 27Q: 3 clusters Score -3479852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3479857.750000 Penalty: 4874.559082
	Iteration 28Q: 3 clusters Score -3479858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3479857.750000 Penalty: 4874.559082
	Iteration 29F: 3 clusters Score -3479858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -174854.406250 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -174854.4 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 532 members 
Entering Unmasked Estep 
Score: -172878.046875 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -172878 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -173207.234375 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -173207.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -173343.093750 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -173343.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -173499.484375 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -173499.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -173668.828125 Penalty: 3457.482178
	Iteration 4Q: 3 clusters Score -173668.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -173779.234375 Penalty: 3457.482178
	Iteration 5Q: 3 clusters Score -173779.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -173858.843750 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -173858.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -173917.421875 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -173917.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -173965.296875 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -173965.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -174017.656250 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -174017.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -174044.468750 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -174044.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -174070.390625 Penalty: 3457.482178
	Iteration 11Q: 3 clusters Score -174070.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -174092.062500 Penalty: 3457.482178
	Iteration 12Q: 3 clusters Score -174092.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -174116.234375 Penalty: 3457.482178
	Iteration 13Q: 3 clusters Score -174116.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -174133.609375 Penalty: 3457.482178
	Iteration 14Q: 3 clusters Score -174133.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -174146.953125 Penalty: 3457.482178
	Iteration 15Q: 3 clusters Score -174147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -174154.828125 Penalty: 3457.482178
	Iteration 16Q: 3 clusters Score -174154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -174160.453125 Penalty: 3457.482178
	Iteration 17Q: 3 clusters Score -174160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -174162.859375 Penalty: 3457.482178
	Iteration 18Q: 3 clusters Score -174162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174169.187500 Penalty: 3457.482178
	Iteration 19Q: 3 clusters Score -174169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174175.546875 Penalty: 3457.482178
	Iteration 20F: 3 clusters Score -174175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174176.015625 Penalty: 3457.482178
	Iteration 21Q: 3 clusters Score -174176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174176.015625 Penalty: 3457.482178
	Iteration 22F: 3 clusters Score -174176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Entering Unmasked Estep 
Score: -8319133.000000 Penalty: 2655.294678
	Iteration 0F: 2 clusters Score -8319133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -8290119.500000 Penalty: 5310.589355
	Iteration 0F: 3 clusters Score -8290120 nChanged 20561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -8301216.000000 Penalty: 5310.589355
	Iteration 1F: 3 clusters Score -8301216 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -8301693.500000 Penalty: 5310.589355
	Iteration 2Q: 3 clusters Score -8301694 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -8302118.500000 Penalty: 5310.589355
	Iteration 3Q: 3 clusters Score -8302118 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8302650.000000 Penalty: 5310.589355
	Iteration 4Q: 3 clusters Score -8302650 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -8303172.500000 Penalty: 5310.589355
	Iteration 5Q: 3 clusters Score -8303172 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -8303705.000000 Penalty: 5310.589355
	Iteration 6Q: 3 clusters Score -8303705 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -8304483.000000 Penalty: 5310.589355
	Iteration 7Q: 3 clusters Score -8304483 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -8305486.500000 Penalty: 5310.589355
	Iteration 8Q: 3 clusters Score -8305486 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -8306862.000000 Penalty: 5310.589355
	Iteration 9F: 3 clusters Score -8306862 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -8308689.500000 Penalty: 5310.589355
	Iteration 10F: 3 clusters Score -8308690 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -8310691.000000 Penalty: 5310.589355
	Iteration 11F: 3 clusters Score -8310691 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -8312312.000000 Penalty: 5310.589355
	Iteration 12Q: 3 clusters Score -8312312 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -8313412.000000 Penalty: 5310.589355
	Iteration 13Q: 3 clusters Score -8313412 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -8314009.500000 Penalty: 5310.589355
	Iteration 14Q: 3 clusters Score -8314010 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -8314393.000000 Penalty: 5310.589355
	Iteration 15Q: 3 clusters Score -8314393 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -8314685.000000 Penalty: 5310.589355
	Iteration 16Q: 3 clusters Score -8314685 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -8314902.500000 Penalty: 5310.589355
	Iteration 17Q: 3 clusters Score -8314902 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -8315123.000000 Penalty: 5310.589355
	Iteration 18Q: 3 clusters Score -8315123 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -8315309.500000 Penalty: 5310.589355
	Iteration 19Q: 3 clusters Score -8315310 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -8315496.000000 Penalty: 5310.589355
	Iteration 20F: 3 clusters Score -8315496 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -8315656.500000 Penalty: 5310.589355
	Iteration 21Q: 3 clusters Score -8315656 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -8315747.000000 Penalty: 5310.589355
	Iteration 22Q: 3 clusters Score -8315747 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -8315826.000000 Penalty: 5310.589355
	Iteration 23Q: 3 clusters Score -8315826 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -8315938.500000 Penalty: 5310.589355
	Iteration 24Q: 3 clusters Score -8315938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -8316005.000000 Penalty: 5310.589355
	Iteration 25Q: 3 clusters Score -8316005 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -8316093.500000 Penalty: 5310.589355
	Iteration 26Q: 3 clusters Score -8316094 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -8316142.500000 Penalty: 5310.589355
	Iteration 27Q: 3 clusters Score -8316142 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -8316209.000000 Penalty: 5310.589355
	Iteration 28Q: 3 clusters Score -8316209 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -8316257.000000 Penalty: 5310.589355
	Iteration 29Q: 3 clusters Score -8316257 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -8316304.500000 Penalty: 5310.589355
	Iteration 30Q: 3 clusters Score -8316304 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8316344.500000 Penalty: 5310.589355
	Iteration 31Q: 3 clusters Score -8316344 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -8316391.000000 Penalty: 5310.589355
	Iteration 32Q: 3 clusters Score -8316391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -8316411.500000 Penalty: 5310.589355
	Iteration 33Q: 3 clusters Score -8316412 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -8316457.500000 Penalty: 5310.589355
	Iteration 34Q: 3 clusters Score -8316458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -8316511.000000 Penalty: 5310.589355
	Iteration 35Q: 3 clusters Score -8316511 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -8316542.500000 Penalty: 5310.589355
	Iteration 36Q: 3 clusters Score -8316542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -8316573.500000 Penalty: 5310.589355
	Iteration 37Q: 3 clusters Score -8316574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -8316578.000000 Penalty: 5310.589355
	Iteration 38Q: 3 clusters Score -8316578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -8316593.000000 Penalty: 5310.589355
	Iteration 39Q: 3 clusters Score -8316593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8316604.000000 Penalty: 5310.589355
	Iteration 40F: 3 clusters Score -8316604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -8316609.500000 Penalty: 5310.589355
	Iteration 41Q: 3 clusters Score -8316610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8316604.000000 Penalty: 5310.589355
	Iteration 42Q: 3 clusters Score -8316604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -8316617.000000 Penalty: 5310.589355
	Iteration 43Q: 3 clusters Score -8316617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -8316651.500000 Penalty: 5310.589355
	Iteration 44Q: 3 clusters Score -8316652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -8316654.500000 Penalty: 5310.589355
	Iteration 45Q: 3 clusters Score -8316654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8316667.000000 Penalty: 5310.589355
	Iteration 46Q: 3 clusters Score -8316667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8316670.500000 Penalty: 5310.589355
	Iteration 47Q: 3 clusters Score -8316670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8316687.000000 Penalty: 5310.589355
	Iteration 48Q: 3 clusters Score -8316687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -8316691.500000 Penalty: 5310.589355
	Iteration 49Q: 3 clusters Score -8316692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8316705.000000 Penalty: 5310.589355
	Iteration 50Q: 3 clusters Score -8316705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -8316700.500000 Penalty: 5310.589355
	Iteration 51Q: 3 clusters Score -8316700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -8316712.000000 Penalty: 5310.589355
	Iteration 52Q: 3 clusters Score -8316712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -8316717.500000 Penalty: 5310.589355
	Iteration 53Q: 3 clusters Score -8316718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -8316724.500000 Penalty: 5310.589355
	Iteration 54Q: 3 clusters Score -8316724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -8316737.500000 Penalty: 5310.589355
	Iteration 55Q: 3 clusters Score -8316738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -8316751.500000 Penalty: 5310.589355
	Iteration 56Q: 3 clusters Score -8316752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -8316752.500000 Penalty: 5310.589355
	Iteration 57Q: 3 clusters Score -8316752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -8316767.500000 Penalty: 5310.589355
	Iteration 58Q: 3 clusters Score -8316768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -8316777.500000 Penalty: 5310.589355
	Iteration 59Q: 3 clusters Score -8316778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -8316789.000000 Penalty: 5310.589355
	Iteration 60F: 3 clusters Score -8316789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8316794.500000 Penalty: 5310.589355
	Iteration 61Q: 3 clusters Score -8316794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -8316801.500000 Penalty: 5310.589355
	Iteration 62Q: 3 clusters Score -8316802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -8316803.500000 Penalty: 5310.589355
	Iteration 63Q: 3 clusters Score -8316804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -8316806.500000 Penalty: 5310.589355
	Iteration 64Q: 3 clusters Score -8316806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8316808.000000 Penalty: 5310.589355
	Iteration 65Q: 3 clusters Score -8316808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8316824.500000 Penalty: 5310.589355
	Iteration 66Q: 3 clusters Score -8316824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -8316826.000000 Penalty: 5310.589355
	Iteration 67Q: 3 clusters Score -8316826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -8316842.000000 Penalty: 5310.589355
	Iteration 68Q: 3 clusters Score -8316842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8316843.000000 Penalty: 5310.589355
	Iteration 69Q: 3 clusters Score -8316843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8316843.000000 Penalty: 5310.589355
	Iteration 70Q: 3 clusters Score -8316843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -8316854.500000 Penalty: 5310.589355
	Iteration 71Q: 3 clusters Score -8316854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -8316860.000000 Penalty: 5310.589355
	Iteration 72Q: 3 clusters Score -8316860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -8316858.500000 Penalty: 5310.589355
	Iteration 73Q: 3 clusters Score -8316858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -8316864.500000 Penalty: 5310.589355
	Iteration 74Q: 3 clusters Score -8316864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -8316873.500000 Penalty: 5310.589355
	Iteration 75Q: 3 clusters Score -8316874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8316876.500000 Penalty: 5310.589355
	Iteration 76Q: 3 clusters Score -8316876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8316870.000000 Penalty: 5310.589355
	Iteration 77Q: 3 clusters Score -8316870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8316871.500000 Penalty: 5310.589355
	Iteration 78Q: 3 clusters Score -8316872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -8316871.000000 Penalty: 5310.589355
	Iteration 79Q: 3 clusters Score -8316871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -8316874.000000 Penalty: 5310.589355
	Iteration 80F: 3 clusters Score -8316874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -8316876.000000 Penalty: 5310.589355
	Iteration 81Q: 3 clusters Score -8316876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -8316879.000000 Penalty: 5310.589355
	Iteration 82Q: 3 clusters Score -8316879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -8316873.000000 Penalty: 5310.589355
	Iteration 83Q: 3 clusters Score -8316873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -8316874.000000 Penalty: 5310.589355
	Iteration 84Q: 3 clusters Score -8316874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -8316876.500000 Penalty: 5310.589355
	Iteration 85Q: 3 clusters Score -8316876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -8316881.500000 Penalty: 5310.589355
	Iteration 86Q: 3 clusters Score -8316882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -8316883.000000 Penalty: 5310.589355
	Iteration 87Q: 3 clusters Score -8316883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8316884.500000 Penalty: 5310.589355
	Iteration 88Q: 3 clusters Score -8316884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -8316881.500000 Penalty: 5310.589355
	Iteration 89Q: 3 clusters Score -8316882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8316888.500000 Penalty: 5310.589355
	Iteration 90Q: 3 clusters Score -8316888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -8316893.500000 Penalty: 5310.589355
	Iteration 91Q: 3 clusters Score -8316894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8316891.500000 Penalty: 5310.589355
	Iteration 92Q: 3 clusters Score -8316892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8316891.500000 Penalty: 5310.589355
	Iteration 93F: 3 clusters Score -8316892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -127017.703125 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -127017.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -125348.046875 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -125348 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -125674.976562 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -125675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -125814.835938 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -125814.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -125933.171875 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -125933.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -125992.242188 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -125992.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -126051.406250 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -126051.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126106.515625 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -126106.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126174.468750 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -126174.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126213.398438 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -126213.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126256.382812 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -126256.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -126279.429688 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -126279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -126292.468750 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -126292.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -126308.289062 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -126308.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126321.398438 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -126321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126334.507812 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -126334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -126342.351562 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -126342.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -126349.257812 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -126349.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126358.085938 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -126358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -126371.710938 Penalty: 3270.829102
	Iteration 18Q: 3 clusters Score -126371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126382.382812 Penalty: 3270.829102
	Iteration 19Q: 3 clusters Score -126382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126386.687500 Penalty: 3270.829102
	Iteration 20F: 3 clusters Score -126386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -126387.882812 Penalty: 3270.829102
	Iteration 21Q: 3 clusters Score -126387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -126387.882812 Penalty: 3270.829102
	Iteration 22F: 3 clusters Score -126387.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -114253.593750 Penalty: 1607.051025
	Iteration 0F: 2 clusters Score -114253.6 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 307 members 
Entering Unmasked Estep 
Score: -112608.804688 Penalty: 3214.102051
	Iteration 0F: 3 clusters Score -112608.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -112828.851562 Penalty: 3214.102051
	Iteration 1F: 3 clusters Score -112828.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112903.640625 Penalty: 3214.102051
	Iteration 2F: 3 clusters Score -112903.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -112936.648438 Penalty: 3214.102051
	Iteration 3Q: 3 clusters Score -112936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -112942.265625 Penalty: 3214.102051
	Iteration 4Q: 3 clusters Score -112942.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -112951.539062 Penalty: 3214.102051
	Iteration 5Q: 3 clusters Score -112951.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -112963.703125 Penalty: 3214.102051
	Iteration 6Q: 3 clusters Score -112963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -112966.601562 Penalty: 3214.102051
	Iteration 7Q: 3 clusters Score -112966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -112971.367188 Penalty: 3214.102051
	Iteration 8Q: 3 clusters Score -112971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -112972.179688 Penalty: 3214.102051
	Iteration 9Q: 3 clusters Score -112972.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -112972.179688 Penalty: 3214.102051
	Iteration 10F: 3 clusters Score -112972.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Entering Unmasked Estep 
Score: -8731006.000000 Penalty: 2668.755371
	Iteration 0F: 2 clusters Score -8731006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -8699588.000000 Penalty: 5337.510742
	Iteration 0F: 3 clusters Score -8699588 nChanged 21680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -8711345.000000 Penalty: 5337.510742
	Iteration 1F: 3 clusters Score -8711345 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -8711786.000000 Penalty: 5337.510742
	Iteration 2Q: 3 clusters Score -8711786 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -8712170.000000 Penalty: 5337.510742
	Iteration 3Q: 3 clusters Score -8712170 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -8712545.000000 Penalty: 5337.510742
	Iteration 4Q: 3 clusters Score -8712545 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -8712870.000000 Penalty: 5337.510742
	Iteration 5Q: 3 clusters Score -8712870 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -8713245.000000 Penalty: 5337.510742
	Iteration 6Q: 3 clusters Score -8713245 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -8713626.000000 Penalty: 5337.510742
	Iteration 7Q: 3 clusters Score -8713626 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -8714195.000000 Penalty: 5337.510742
	Iteration 8Q: 3 clusters Score -8714195 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -8714894.000000 Penalty: 5337.510742
	Iteration 9Q: 3 clusters Score -8714894 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -8716312.000000 Penalty: 5337.510742
	Iteration 10Q: 3 clusters Score -8716312 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -8718632.000000 Penalty: 5337.510742
	Iteration 11F: 3 clusters Score -8718632 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -8721368.000000 Penalty: 5337.510742
	Iteration 12F: 3 clusters Score -8721368 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -8723938.000000 Penalty: 5337.510742
	Iteration 13F: 3 clusters Score -8723938 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -8725946.000000 Penalty: 5337.510742
	Iteration 14F: 3 clusters Score -8725946 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -8727064.000000 Penalty: 5337.510742
	Iteration 15Q: 3 clusters Score -8727064 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -8727630.000000 Penalty: 5337.510742
	Iteration 16Q: 3 clusters Score -8727630 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -8728013.000000 Penalty: 5337.510742
	Iteration 17Q: 3 clusters Score -8728013 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -8728317.000000 Penalty: 5337.510742
	Iteration 18Q: 3 clusters Score -8728317 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -8728666.000000 Penalty: 5337.510742
	Iteration 19Q: 3 clusters Score -8728666 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -8729064.000000 Penalty: 5337.510742
	Iteration 20F: 3 clusters Score -8729064 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -8729402.000000 Penalty: 5337.510742
	Iteration 21Q: 3 clusters Score -8729402 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -8729653.000000 Penalty: 5337.510742
	Iteration 22Q: 3 clusters Score -8729653 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -8729851.000000 Penalty: 5337.510742
	Iteration 23Q: 3 clusters Score -8729851 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -8729969.000000 Penalty: 5337.510742
	Iteration 24Q: 3 clusters Score -8729969 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -8730080.000000 Penalty: 5337.510742
	Iteration 25Q: 3 clusters Score -8730080 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -8730132.000000 Penalty: 5337.510742
	Iteration 26Q: 3 clusters Score -8730132 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -8730163.000000 Penalty: 5337.510742
	Iteration 27Q: 3 clusters Score -8730163 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -8730188.000000 Penalty: 5337.510742
	Iteration 28Q: 3 clusters Score -8730188 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -8730187.000000 Penalty: 5337.510742
	Iteration 29Q: 3 clusters Score -8730187 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -8730202.000000 Penalty: 5337.510742
	Iteration 30Q: 3 clusters Score -8730202 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -8730207.000000 Penalty: 5337.510742
	Iteration 31Q: 3 clusters Score -8730207 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -8730233.000000 Penalty: 5337.510742
	Iteration 32Q: 3 clusters Score -8730233 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -8730264.000000 Penalty: 5337.510742
	Iteration 33Q: 3 clusters Score -8730264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -8730262.000000 Penalty: 5337.510742
	Iteration 34Q: 3 clusters Score -8730262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -8730261.000000 Penalty: 5337.510742
	Iteration 35Q: 3 clusters Score -8730261 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -8730270.000000 Penalty: 5337.510742
	Iteration 36Q: 3 clusters Score -8730270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -8730281.000000 Penalty: 5337.510742
	Iteration 37Q: 3 clusters Score -8730281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -8730302.000000 Penalty: 5337.510742
	Iteration 38Q: 3 clusters Score -8730302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -8730290.000000 Penalty: 5337.510742
	Iteration 39Q: 3 clusters Score -8730290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -8730288.000000 Penalty: 5337.510742
	Iteration 40F: 3 clusters Score -8730288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8730300.000000 Penalty: 5337.510742
	Iteration 41Q: 3 clusters Score -8730300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -8730310.000000 Penalty: 5337.510742
	Iteration 42Q: 3 clusters Score -8730310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -8730319.000000 Penalty: 5337.510742
	Iteration 43Q: 3 clusters Score -8730319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -8730320.000000 Penalty: 5337.510742
	Iteration 44Q: 3 clusters Score -8730320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -8730338.000000 Penalty: 5337.510742
	Iteration 45Q: 3 clusters Score -8730338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -8730343.000000 Penalty: 5337.510742
	Iteration 46Q: 3 clusters Score -8730343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -8730347.000000 Penalty: 5337.510742
	Iteration 47Q: 3 clusters Score -8730347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -8730356.000000 Penalty: 5337.510742
	Iteration 48Q: 3 clusters Score -8730356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -8730360.000000 Penalty: 5337.510742
	Iteration 49Q: 3 clusters Score -8730360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -8730346.000000 Penalty: 5337.510742
	Iteration 50Q: 3 clusters Score -8730346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -8730344.000000 Penalty: 5337.510742
	Iteration 51Q: 3 clusters Score -8730344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -8730336.000000 Penalty: 5337.510742
	Iteration 52Q: 3 clusters Score -8730336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -8730339.000000 Penalty: 5337.510742
	Iteration 53Q: 3 clusters Score -8730339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -8730353.000000 Penalty: 5337.510742
	Iteration 54Q: 3 clusters Score -8730353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -8730363.000000 Penalty: 5337.510742
	Iteration 55Q: 3 clusters Score -8730363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -8730350.000000 Penalty: 5337.510742
	Iteration 56Q: 3 clusters Score -8730350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -8730362.000000 Penalty: 5337.510742
	Iteration 57Q: 3 clusters Score -8730362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -8730360.000000 Penalty: 5337.510742
	Iteration 58Q: 3 clusters Score -8730360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -8730372.000000 Penalty: 5337.510742
	Iteration 59Q: 3 clusters Score -8730372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -8730376.000000 Penalty: 5337.510742
	Iteration 60F: 3 clusters Score -8730376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -8730400.000000 Penalty: 5337.510742
	Iteration 61Q: 3 clusters Score -8730400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -8730405.000000 Penalty: 5337.510742
	Iteration 62Q: 3 clusters Score -8730405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -8730413.000000 Penalty: 5337.510742
	Iteration 63Q: 3 clusters Score -8730413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -8730420.000000 Penalty: 5337.510742
	Iteration 64Q: 3 clusters Score -8730420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -8730409.000000 Penalty: 5337.510742
	Iteration 65Q: 3 clusters Score -8730409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -8730411.000000 Penalty: 5337.510742
	Iteration 66Q: 3 clusters Score -8730411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -8730412.000000 Penalty: 5337.510742
	Iteration 67Q: 3 clusters Score -8730412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -8730400.000000 Penalty: 5337.510742
	Iteration 68Q: 3 clusters Score -8730400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -8730390.000000 Penalty: 5337.510742
	Iteration 69Q: 3 clusters Score -8730390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -8730391.000000 Penalty: 5337.510742
	Iteration 70Q: 3 clusters Score -8730391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -8730399.000000 Penalty: 5337.510742
	Iteration 71Q: 3 clusters Score -8730399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -8730413.000000 Penalty: 5337.510742
	Iteration 72Q: 3 clusters Score -8730413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -8730412.000000 Penalty: 5337.510742
	Iteration 73Q: 3 clusters Score -8730412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -8730429.000000 Penalty: 5337.510742
	Iteration 74Q: 3 clusters Score -8730429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -8730430.000000 Penalty: 5337.510742
	Iteration 75Q: 3 clusters Score -8730430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -8730440.000000 Penalty: 5337.510742
	Iteration 76Q: 3 clusters Score -8730440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -8730441.000000 Penalty: 5337.510742
	Iteration 77Q: 3 clusters Score -8730441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -8730457.000000 Penalty: 5337.510742
	Iteration 78Q: 3 clusters Score -8730457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -8730429.000000 Penalty: 5337.510742
	Iteration 79Q: 3 clusters Score -8730429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -8730430.000000 Penalty: 5337.510742
	Iteration 80F: 3 clusters Score -8730430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -8730426.000000 Penalty: 5337.510742
	Iteration 81Q: 3 clusters Score -8730426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -8730437.000000 Penalty: 5337.510742
	Iteration 82Q: 3 clusters Score -8730437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -8730445.000000 Penalty: 5337.510742
	Iteration 83Q: 3 clusters Score -8730445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -8730445.000000 Penalty: 5337.510742
	Iteration 84Q: 3 clusters Score -8730445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -8730444.000000 Penalty: 5337.510742
	Iteration 85Q: 3 clusters Score -8730444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -8730451.000000 Penalty: 5337.510742
	Iteration 86Q: 3 clusters Score -8730451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -8730451.000000 Penalty: 5337.510742
	Iteration 87Q: 3 clusters Score -8730451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -8730468.000000 Penalty: 5337.510742
	Iteration 88Q: 3 clusters Score -8730468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -8730477.000000 Penalty: 5337.510742
	Iteration 89Q: 3 clusters Score -8730477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -8730486.000000 Penalty: 5337.510742
	Iteration 90Q: 3 clusters Score -8730486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -8730491.000000 Penalty: 5337.510742
	Iteration 91Q: 3 clusters Score -8730491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -8730506.000000 Penalty: 5337.510742
	Iteration 92Q: 3 clusters Score -8730506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -8730524.000000 Penalty: 5337.510742
	Iteration 93Q: 3 clusters Score -8730524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -8730519.000000 Penalty: 5337.510742
	Iteration 94Q: 3 clusters Score -8730519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -8730521.000000 Penalty: 5337.510742
	Iteration 95Q: 3 clusters Score -8730521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -8730515.000000 Penalty: 5337.510742
	Iteration 96Q: 3 clusters Score -8730515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -8730523.000000 Penalty: 5337.510742
	Iteration 97Q: 3 clusters Score -8730523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -8730526.000000 Penalty: 5337.510742
	Iteration 98Q: 3 clusters Score -8730526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -8730519.000000 Penalty: 5337.510742
	Iteration 99Q: 3 clusters Score -8730519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -8730527.000000 Penalty: 5337.510742
	Iteration 100F: 3 clusters Score -8730527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -8730527.000000 Penalty: 5337.510742
	Iteration 101Q: 3 clusters Score -8730527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -8730530.000000 Penalty: 5337.510742
	Iteration 102Q: 3 clusters Score -8730530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -8730530.000000 Penalty: 5337.510742
	Iteration 103F: 3 clusters Score -8730530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Entering Unmasked Estep 
Score: -1179117.625000 Penalty: 2172.164062
	Iteration 0F: 2 clusters Score -1179118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1173807.375000 Penalty: 4344.328125
	Iteration 0F: 3 clusters Score -1173807 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1175138.250000 Penalty: 4344.328125
	Iteration 1F: 3 clusters Score -1175138 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1175357.375000 Penalty: 4344.328125
	Iteration 2F: 3 clusters Score -1175357 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1175475.875000 Penalty: 4344.328125
	Iteration 3Q: 3 clusters Score -1175476 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1175557.500000 Penalty: 4344.328125
	Iteration 4Q: 3 clusters Score -1175558 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1175612.750000 Penalty: 4344.328125
	Iteration 5Q: 3 clusters Score -1175613 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1175652.125000 Penalty: 4344.328125
	Iteration 6Q: 3 clusters Score -1175652 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1175689.625000 Penalty: 4344.328125
	Iteration 7Q: 3 clusters Score -1175690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1175722.125000 Penalty: 4344.328125
	Iteration 8Q: 3 clusters Score -1175722 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1175749.000000 Penalty: 4344.328125
	Iteration 9Q: 3 clusters Score -1175749 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1175769.875000 Penalty: 4344.328125
	Iteration 10Q: 3 clusters Score -1175770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1175787.375000 Penalty: 4344.328125
	Iteration 11Q: 3 clusters Score -1175787 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1175804.500000 Penalty: 4344.328125
	Iteration 12Q: 3 clusters Score -1175804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1175816.250000 Penalty: 4344.328125
	Iteration 13Q: 3 clusters Score -1175816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1175834.125000 Penalty: 4344.328125
	Iteration 14Q: 3 clusters Score -1175834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1175843.625000 Penalty: 4344.328125
	Iteration 15Q: 3 clusters Score -1175844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1175856.750000 Penalty: 4344.328125
	Iteration 16Q: 3 clusters Score -1175857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1175860.375000 Penalty: 4344.328125
	Iteration 17Q: 3 clusters Score -1175860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1175867.250000 Penalty: 4344.328125
	Iteration 18Q: 3 clusters Score -1175867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1175874.875000 Penalty: 4344.328125
	Iteration 19Q: 3 clusters Score -1175875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1175884.750000 Penalty: 4344.328125
	Iteration 20F: 3 clusters Score -1175885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1175888.000000 Penalty: 4344.328125
	Iteration 21Q: 3 clusters Score -1175888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1175894.750000 Penalty: 4344.328125
	Iteration 22Q: 3 clusters Score -1175895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1175900.250000 Penalty: 4344.328125
	Iteration 23Q: 3 clusters Score -1175900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1175900.250000 Penalty: 4344.328125
	Iteration 24Q: 3 clusters Score -1175900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1175903.000000 Penalty: 4344.328125
	Iteration 25Q: 3 clusters Score -1175903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1175908.000000 Penalty: 4344.328125
	Iteration 26Q: 3 clusters Score -1175908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1175910.000000 Penalty: 4344.328125
	Iteration 27Q: 3 clusters Score -1175910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1175914.500000 Penalty: 4344.328125
	Iteration 28Q: 3 clusters Score -1175914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1175920.750000 Penalty: 4344.328125
	Iteration 29Q: 3 clusters Score -1175921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1175927.000000 Penalty: 4344.328125
	Iteration 30Q: 3 clusters Score -1175927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1175936.125000 Penalty: 4344.328125
	Iteration 31Q: 3 clusters Score -1175936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1175943.125000 Penalty: 4344.328125
	Iteration 32Q: 3 clusters Score -1175943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1175950.250000 Penalty: 4344.328125
	Iteration 33Q: 3 clusters Score -1175950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1175957.000000 Penalty: 4344.328125
	Iteration 34Q: 3 clusters Score -1175957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1175969.875000 Penalty: 4344.328125
	Iteration 35Q: 3 clusters Score -1175970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1175988.125000 Penalty: 4344.328125
	Iteration 36Q: 3 clusters Score -1175988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1176002.500000 Penalty: 4344.328125
	Iteration 37Q: 3 clusters Score -1176002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1176025.875000 Penalty: 4344.328125
	Iteration 38Q: 3 clusters Score -1176026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1176051.250000 Penalty: 4344.328125
	Iteration 39Q: 3 clusters Score -1176051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1176069.500000 Penalty: 4344.328125
	Iteration 40F: 3 clusters Score -1176070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1176099.250000 Penalty: 4344.328125
	Iteration 41Q: 3 clusters Score -1176099 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1176132.375000 Penalty: 4344.328125
	Iteration 42Q: 3 clusters Score -1176132 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1176175.875000 Penalty: 4344.328125
	Iteration 43Q: 3 clusters Score -1176176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1176225.375000 Penalty: 4344.328125
	Iteration 44Q: 3 clusters Score -1176225 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1176286.500000 Penalty: 4344.328125
	Iteration 45Q: 3 clusters Score -1176286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1176354.375000 Penalty: 4344.328125
	Iteration 46Q: 3 clusters Score -1176354 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1176440.625000 Penalty: 4344.328125
	Iteration 47Q: 3 clusters Score -1176441 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1176536.250000 Penalty: 4344.328125
	Iteration 48Q: 3 clusters Score -1176536 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1176621.250000 Penalty: 4344.328125
	Iteration 49Q: 3 clusters Score -1176621 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1176706.625000 Penalty: 4344.328125
	Iteration 50Q: 3 clusters Score -1176707 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1176782.375000 Penalty: 4344.328125
	Iteration 51Q: 3 clusters Score -1176782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1176832.000000 Penalty: 4344.328125
	Iteration 52Q: 3 clusters Score -1176832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1176869.750000 Penalty: 4344.328125
	Iteration 53Q: 3 clusters Score -1176870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1176904.500000 Penalty: 4344.328125
	Iteration 54Q: 3 clusters Score -1176904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1176927.625000 Penalty: 4344.328125
	Iteration 55Q: 3 clusters Score -1176928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1176938.375000 Penalty: 4344.328125
	Iteration 56Q: 3 clusters Score -1176938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1176951.000000 Penalty: 4344.328125
	Iteration 57Q: 3 clusters Score -1176951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1176964.750000 Penalty: 4344.328125
	Iteration 58Q: 3 clusters Score -1176965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1176974.500000 Penalty: 4344.328125
	Iteration 59Q: 3 clusters Score -1176974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1176989.875000 Penalty: 4344.328125
	Iteration 60F: 3 clusters Score -1176990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1177001.500000 Penalty: 4344.328125
	Iteration 61Q: 3 clusters Score -1177002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1177017.375000 Penalty: 4344.328125
	Iteration 62Q: 3 clusters Score -1177017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1177026.500000 Penalty: 4344.328125
	Iteration 63Q: 3 clusters Score -1177026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1177043.000000 Penalty: 4344.328125
	Iteration 64Q: 3 clusters Score -1177043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1177055.250000 Penalty: 4344.328125
	Iteration 65Q: 3 clusters Score -1177055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1177066.625000 Penalty: 4344.328125
	Iteration 66Q: 3 clusters Score -1177067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1177076.000000 Penalty: 4344.328125
	Iteration 67Q: 3 clusters Score -1177076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1177087.500000 Penalty: 4344.328125
	Iteration 68Q: 3 clusters Score -1177088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1177100.125000 Penalty: 4344.328125
	Iteration 69Q: 3 clusters Score -1177100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1177106.000000 Penalty: 4344.328125
	Iteration 70Q: 3 clusters Score -1177106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1177111.125000 Penalty: 4344.328125
	Iteration 71Q: 3 clusters Score -1177111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1177117.125000 Penalty: 4344.328125
	Iteration 72Q: 3 clusters Score -1177117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1177123.500000 Penalty: 4344.328125
	Iteration 73Q: 3 clusters Score -1177124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1177136.750000 Penalty: 4344.328125
	Iteration 74Q: 3 clusters Score -1177137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1177141.875000 Penalty: 4344.328125
	Iteration 75Q: 3 clusters Score -1177142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1177148.625000 Penalty: 4344.328125
	Iteration 76Q: 3 clusters Score -1177149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1177159.125000 Penalty: 4344.328125
	Iteration 77Q: 3 clusters Score -1177159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1177163.625000 Penalty: 4344.328125
	Iteration 78Q: 3 clusters Score -1177164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1177166.375000 Penalty: 4344.328125
	Iteration 79Q: 3 clusters Score -1177166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1177177.375000 Penalty: 4344.328125
	Iteration 80F: 3 clusters Score -1177177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1177187.375000 Penalty: 4344.328125
	Iteration 81Q: 3 clusters Score -1177187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1177195.375000 Penalty: 4344.328125
	Iteration 82Q: 3 clusters Score -1177195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1177202.625000 Penalty: 4344.328125
	Iteration 83Q: 3 clusters Score -1177203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1177208.500000 Penalty: 4344.328125
	Iteration 84Q: 3 clusters Score -1177208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1177217.125000 Penalty: 4344.328125
	Iteration 85Q: 3 clusters Score -1177217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1177222.500000 Penalty: 4344.328125
	Iteration 86Q: 3 clusters Score -1177222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1177223.000000 Penalty: 4344.328125
	Iteration 87Q: 3 clusters Score -1177223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1177229.625000 Penalty: 4344.328125
	Iteration 88Q: 3 clusters Score -1177230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1177228.500000 Penalty: 4344.328125
	Iteration 89Q: 3 clusters Score -1177228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1177232.500000 Penalty: 4344.328125
	Iteration 90Q: 3 clusters Score -1177232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1177233.375000 Penalty: 4344.328125
	Iteration 91Q: 3 clusters Score -1177233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1177233.375000 Penalty: 4344.328125
	Iteration 92F: 3 clusters Score -1177233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -323364.656250 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -323364.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -320798.656250 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -320798.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -321288.312500 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -321288.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -321432.781250 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -321432.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -321496.562500 Penalty: 3737.242432
	Iteration 3Q: 3 clusters Score -321496.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -321548.750000 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -321548.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -321587.000000 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -321587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -321612.750000 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -321612.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -321637.437500 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -321637.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -321649.468750 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -321649.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -321663.781250 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -321663.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -321680.906250 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -321680.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -321699.968750 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -321700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -321711.375000 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -321711.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -321724.343750 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -321724.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -321739.281250 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -321739.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -321748.312500 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -321748.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -321753.125000 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -321753.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -321759.968750 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -321760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -321767.906250 Penalty: 3737.242432
	Iteration 18Q: 3 clusters Score -321767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -321772.375000 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -321772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -321774.656250 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -321774.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -321778.281250 Penalty: 3737.242432
	Iteration 21Q: 3 clusters Score -321778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -321781.750000 Penalty: 3737.242432
	Iteration 22Q: 3 clusters Score -321781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -321785.281250 Penalty: 3737.242432
	Iteration 23Q: 3 clusters Score -321785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -321787.937500 Penalty: 3737.242432
	Iteration 24Q: 3 clusters Score -321787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -321790.656250 Penalty: 3737.242432
	Iteration 25Q: 3 clusters Score -321790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -321790.625000 Penalty: 3737.242432
	Iteration 26Q: 3 clusters Score -321790.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -321791.656250 Penalty: 3737.242432
	Iteration 27Q: 3 clusters Score -321791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -321792.750000 Penalty: 3737.242432
	Iteration 28Q: 3 clusters Score -321792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -321792.750000 Penalty: 3737.242432
	Iteration 29F: 3 clusters Score -321792.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -70177.640625 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -70177.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68774.406250 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68774.41 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69133.242188 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -69133.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69323.937500 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -69323.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69403.609375 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -69403.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69420.820312 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -69420.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69435.328125 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -69435.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69452.734375 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -69452.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69477.539062 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -69477.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69519.359375 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -69519.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69559.789062 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -69559.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69585.468750 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -69585.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69617.750000 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -69617.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69635.320312 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -69635.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69648.023438 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -69648.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69655.351562 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -69655.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69660.585938 Penalty: 3102.852051
	Iteration 15Q: 3 clusters Score -69660.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69662.117188 Penalty: 3102.852051
	Iteration 16Q: 3 clusters Score -69662.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69666.289062 Penalty: 3102.852051
	Iteration 17Q: 3 clusters Score -69666.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69680.304688 Penalty: 3102.852051
	Iteration 18Q: 3 clusters Score -69680.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69707.507812 Penalty: 3102.852051
	Iteration 19Q: 3 clusters Score -69707.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69718.632812 Penalty: 3102.852051
	Iteration 20F: 3 clusters Score -69718.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69755.820312 Penalty: 3102.852051
	Iteration 21Q: 3 clusters Score -69755.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69812.484375 Penalty: 3102.852051
	Iteration 22Q: 3 clusters Score -69812.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69818.335938 Penalty: 3102.852051
	Iteration 23Q: 3 clusters Score -69818.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69825.359375 Penalty: 3102.852051
	Iteration 24Q: 3 clusters Score -69825.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69826.617188 Penalty: 3102.852051
	Iteration 25Q: 3 clusters Score -69826.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69832.250000 Penalty: 3102.852051
	Iteration 26Q: 3 clusters Score -69832.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69833.375000 Penalty: 3102.852051
	Iteration 27Q: 3 clusters Score -69833.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69833.375000 Penalty: 3102.852051
	Iteration 28F: 3 clusters Score -69833.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Entering Unmasked Estep 
Score: -11113034.000000 Penalty: 2726.345459
	Iteration 0F: 2 clusters Score -1.111303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -11081352.000000 Penalty: 5452.690918
	Iteration 0F: 3 clusters Score -1.108135e+07 nChanged 27669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -11096718.000000 Penalty: 5452.690918
	Iteration 1F: 3 clusters Score -1.109672e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -11097663.000000 Penalty: 5452.690918
	Iteration 2Q: 3 clusters Score -1.109766e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -11098843.000000 Penalty: 5452.690918
	Iteration 3Q: 3 clusters Score -1.109884e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -11100390.000000 Penalty: 5452.690918
	Iteration 4F: 3 clusters Score -1.110039e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -11102256.000000 Penalty: 5452.690918
	Iteration 5F: 3 clusters Score -1.110226e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -11104345.000000 Penalty: 5452.690918
	Iteration 6F: 3 clusters Score -1.110434e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -11106656.000000 Penalty: 5452.690918
	Iteration 7F: 3 clusters Score -1.110666e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -11109167.000000 Penalty: 5452.690918
	Iteration 8F: 3 clusters Score -1.110917e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -11111479.000000 Penalty: 5452.690918
	Iteration 9Q: 3 clusters Score -1.111148e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -11113399.000000 Penalty: 5452.690918
	Iteration 10Q: 3 clusters Score -1.11134e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -11114511.000000 Penalty: 5452.690918
	Iteration 11Q: 3 clusters Score -1.111451e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -11115101.000000 Penalty: 5452.690918
	Iteration 12Q: 3 clusters Score -1.11151e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -11115378.000000 Penalty: 5452.690918
	Iteration 13Q: 3 clusters Score -1.111538e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -11115683.000000 Penalty: 5452.690918
	Iteration 14Q: 3 clusters Score -1.111568e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -11115892.000000 Penalty: 5452.690918
	Iteration 15Q: 3 clusters Score -1.111589e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -11116147.000000 Penalty: 5452.690918
	Iteration 16Q: 3 clusters Score -1.111615e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -11116320.000000 Penalty: 5452.690918
	Iteration 17Q: 3 clusters Score -1.111632e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -11116455.000000 Penalty: 5452.690918
	Iteration 18Q: 3 clusters Score -1.111646e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -11116570.000000 Penalty: 5452.690918
	Iteration 19Q: 3 clusters Score -1.111657e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -11116667.000000 Penalty: 5452.690918
	Iteration 20F: 3 clusters Score -1.111667e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -11116728.000000 Penalty: 5452.690918
	Iteration 21Q: 3 clusters Score -1.111673e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -11116774.000000 Penalty: 5452.690918
	Iteration 22Q: 3 clusters Score -1.111677e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -11116797.000000 Penalty: 5452.690918
	Iteration 23Q: 3 clusters Score -1.11168e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -11116835.000000 Penalty: 5452.690918
	Iteration 24Q: 3 clusters Score -1.111684e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -11116915.000000 Penalty: 5452.690918
	Iteration 25Q: 3 clusters Score -1.111692e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -11116953.000000 Penalty: 5452.690918
	Iteration 26Q: 3 clusters Score -1.111695e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -11116972.000000 Penalty: 5452.690918
	Iteration 27Q: 3 clusters Score -1.111697e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -11116958.000000 Penalty: 5452.690918
	Iteration 28Q: 3 clusters Score -1.111696e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -11116943.000000 Penalty: 5452.690918
	Iteration 29Q: 3 clusters Score -1.111694e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -11116929.000000 Penalty: 5452.690918
	Iteration 30Q: 3 clusters Score -1.111693e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -11116933.000000 Penalty: 5452.690918
	Iteration 31Q: 3 clusters Score -1.111693e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -11116923.000000 Penalty: 5452.690918
	Iteration 32Q: 3 clusters Score -1.111692e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -11116908.000000 Penalty: 5452.690918
	Iteration 33Q: 3 clusters Score -1.111691e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -11116984.000000 Penalty: 5452.690918
	Iteration 34Q: 3 clusters Score -1.111698e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -11116940.000000 Penalty: 5452.690918
	Iteration 35Q: 3 clusters Score -1.111694e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -11116969.000000 Penalty: 5452.690918
	Iteration 36Q: 3 clusters Score -1.111697e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -11116974.000000 Penalty: 5452.690918
	Iteration 37Q: 3 clusters Score -1.111697e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -11117002.000000 Penalty: 5452.690918
	Iteration 38Q: 3 clusters Score -1.1117e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -11117077.000000 Penalty: 5452.690918
	Iteration 39Q: 3 clusters Score -1.111708e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -11117066.000000 Penalty: 5452.690918
	Iteration 40F: 3 clusters Score -1.111707e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -11117084.000000 Penalty: 5452.690918
	Iteration 41Q: 3 clusters Score -1.111708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -11117088.000000 Penalty: 5452.690918
	Iteration 42Q: 3 clusters Score -1.111709e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -11117093.000000 Penalty: 5452.690918
	Iteration 43Q: 3 clusters Score -1.111709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -11117070.000000 Penalty: 5452.690918
	Iteration 44Q: 3 clusters Score -1.111707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -11117055.000000 Penalty: 5452.690918
	Iteration 45Q: 3 clusters Score -1.111706e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -11117069.000000 Penalty: 5452.690918
	Iteration 46Q: 3 clusters Score -1.111707e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -11117089.000000 Penalty: 5452.690918
	Iteration 47Q: 3 clusters Score -1.111709e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -11117071.000000 Penalty: 5452.690918
	Iteration 48Q: 3 clusters Score -1.111707e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -11117060.000000 Penalty: 5452.690918
	Iteration 49Q: 3 clusters Score -1.111706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -11117050.000000 Penalty: 5452.690918
	Iteration 50Q: 3 clusters Score -1.111705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -11117074.000000 Penalty: 5452.690918
	Iteration 51Q: 3 clusters Score -1.111707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -11117055.000000 Penalty: 5452.690918
	Iteration 52Q: 3 clusters Score -1.111706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -11117071.000000 Penalty: 5452.690918
	Iteration 53Q: 3 clusters Score -1.111707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -11117074.000000 Penalty: 5452.690918
	Iteration 54Q: 3 clusters Score -1.111707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -11117087.000000 Penalty: 5452.690918
	Iteration 55Q: 3 clusters Score -1.111709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -11117089.000000 Penalty: 5452.690918
	Iteration 56Q: 3 clusters Score -1.111709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -11117079.000000 Penalty: 5452.690918
	Iteration 57Q: 3 clusters Score -1.111708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -11117085.000000 Penalty: 5452.690918
	Iteration 58Q: 3 clusters Score -1.111708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -11117096.000000 Penalty: 5452.690918
	Iteration 59Q: 3 clusters Score -1.11171e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -11117085.000000 Penalty: 5452.690918
	Iteration 60F: 3 clusters Score -1.111708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -11117105.000000 Penalty: 5452.690918
	Iteration 61Q: 3 clusters Score -1.11171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -11117085.000000 Penalty: 5452.690918
	Iteration 62Q: 3 clusters Score -1.111708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -11117068.000000 Penalty: 5452.690918
	Iteration 63Q: 3 clusters Score -1.111707e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -11117064.000000 Penalty: 5452.690918
	Iteration 64Q: 3 clusters Score -1.111706e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -11117042.000000 Penalty: 5452.690918
	Iteration 65Q: 3 clusters Score -1.111704e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -11117065.000000 Penalty: 5452.690918
	Iteration 66Q: 3 clusters Score -1.111706e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -11117059.000000 Penalty: 5452.690918
	Iteration 67Q: 3 clusters Score -1.111706e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -11117056.000000 Penalty: 5452.690918
	Iteration 68Q: 3 clusters Score -1.111706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -11117051.000000 Penalty: 5452.690918
	Iteration 69Q: 3 clusters Score -1.111705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -11117067.000000 Penalty: 5452.690918
	Iteration 70Q: 3 clusters Score -1.111707e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -11117050.000000 Penalty: 5452.690918
	Iteration 71Q: 3 clusters Score -1.111705e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -11117038.000000 Penalty: 5452.690918
	Iteration 72Q: 3 clusters Score -1.111704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -11117059.000000 Penalty: 5452.690918
	Iteration 73Q: 3 clusters Score -1.111706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -11117057.000000 Penalty: 5452.690918
	Iteration 74Q: 3 clusters Score -1.111706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -11117062.000000 Penalty: 5452.690918
	Iteration 75Q: 3 clusters Score -1.111706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -11117071.000000 Penalty: 5452.690918
	Iteration 76Q: 3 clusters Score -1.111707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -11117054.000000 Penalty: 5452.690918
	Iteration 77Q: 3 clusters Score -1.111705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -11117054.000000 Penalty: 5452.690918
	Iteration 78F: 3 clusters Score -1.111705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 34274 members 
Mstep: Class 3 contains 17379 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45049 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 34346 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 18541 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44660 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 47151 members 
Mstep: Class 17 contains 6366 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 15666 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50444 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 33638 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 26848 members 
Mstep: Class 28 contains 42109 members 
Mstep: Class 29 contains 43699 members 
Mstep: Class 30 contains 19672 members 
Mstep: Class 31 contains 43810 members 
Entering Unmasked Estep 
Score: -110180792.000000 Penalty: 102319.898438
Splitting cluster 20 changes total score from -110177000.000000 to -110180792.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -64578.527344 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -64578.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63153.902344 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -63153.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63720.816406 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -63720.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63980.691406 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -63980.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64144.554688 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -64144.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64239.464844 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -64239.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64342.542969 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -64342.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64405.808594 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -64405.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64454.992188 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -64454.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64482.312500 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -64482.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64500.312500 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -64500.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64514.160156 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -64514.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64517.265625 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -64517.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64517.781250 Penalty: 3152.629395
	Iteration 12F: 3 clusters Score -64517.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64533.710938 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -64533.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64554.289062 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -64554.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64556.960938 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -64556.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64562.753906 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -64562.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64562.753906 Penalty: 3152.629395
	Iteration 17F: 3 clusters Score -64562.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Entering Unmasked Estep 
Score: -9428571.000000 Penalty: 2685.497559
	Iteration 0F: 2 clusters Score -9428571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -9397178.000000 Penalty: 5370.995117
	Iteration 0F: 3 clusters Score -9397178 nChanged 23312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -9410035.000000 Penalty: 5370.995117
	Iteration 1F: 3 clusters Score -9410035 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -9410547.000000 Penalty: 5370.995117
	Iteration 2Q: 3 clusters Score -9410547 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -9411020.000000 Penalty: 5370.995117
	Iteration 3Q: 3 clusters Score -9411020 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -9411497.000000 Penalty: 5370.995117
	Iteration 4Q: 3 clusters Score -9411497 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -9412000.000000 Penalty: 5370.995117
	Iteration 5Q: 3 clusters Score -9412000 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -9412533.000000 Penalty: 5370.995117
	Iteration 6Q: 3 clusters Score -9412533 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -9413327.000000 Penalty: 5370.995117
	Iteration 7Q: 3 clusters Score -9413327 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -9414460.000000 Penalty: 5370.995117
	Iteration 8Q: 3 clusters Score -9414460 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -9415847.000000 Penalty: 5370.995117
	Iteration 9Q: 3 clusters Score -9415847 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -9417666.000000 Penalty: 5370.995117
	Iteration 10F: 3 clusters Score -9417666 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -9419489.000000 Penalty: 5370.995117
	Iteration 11Q: 3 clusters Score -9419489 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -9421128.000000 Penalty: 5370.995117
	Iteration 12Q: 3 clusters Score -9421128 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -9422276.000000 Penalty: 5370.995117
	Iteration 13Q: 3 clusters Score -9422276 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -9423100.000000 Penalty: 5370.995117
	Iteration 14Q: 3 clusters Score -9423100 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -9423657.000000 Penalty: 5370.995117
	Iteration 15Q: 3 clusters Score -9423657 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -9424007.000000 Penalty: 5370.995117
	Iteration 16Q: 3 clusters Score -9424007 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -9424302.000000 Penalty: 5370.995117
	Iteration 17Q: 3 clusters Score -9424302 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -9424606.000000 Penalty: 5370.995117
	Iteration 18Q: 3 clusters Score -9424606 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -9424913.000000 Penalty: 5370.995117
	Iteration 19Q: 3 clusters Score -9424913 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -9425127.000000 Penalty: 5370.995117
	Iteration 20F: 3 clusters Score -9425127 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -9425430.000000 Penalty: 5370.995117
	Iteration 21Q: 3 clusters Score -9425430 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -9425651.000000 Penalty: 5370.995117
	Iteration 22Q: 3 clusters Score -9425651 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -9425805.000000 Penalty: 5370.995117
	Iteration 23Q: 3 clusters Score -9425805 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9425901.000000 Penalty: 5370.995117
	Iteration 24Q: 3 clusters Score -9425901 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9425941.000000 Penalty: 5370.995117
	Iteration 25Q: 3 clusters Score -9425941 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9425926.000000 Penalty: 5370.995117
	Iteration 26Q: 3 clusters Score -9425926 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9426059.000000 Penalty: 5370.995117
	Iteration 27Q: 3 clusters Score -9426059 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9426158.000000 Penalty: 5370.995117
	Iteration 28Q: 3 clusters Score -9426158 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9426247.000000 Penalty: 5370.995117
	Iteration 29Q: 3 clusters Score -9426247 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9426275.000000 Penalty: 5370.995117
	Iteration 30Q: 3 clusters Score -9426275 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9426323.000000 Penalty: 5370.995117
	Iteration 31Q: 3 clusters Score -9426323 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9426331.000000 Penalty: 5370.995117
	Iteration 32Q: 3 clusters Score -9426331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9426327.000000 Penalty: 5370.995117
	Iteration 33Q: 3 clusters Score -9426327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9426338.000000 Penalty: 5370.995117
	Iteration 34Q: 3 clusters Score -9426338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9426335.000000 Penalty: 5370.995117
	Iteration 35Q: 3 clusters Score -9426335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9426332.000000 Penalty: 5370.995117
	Iteration 36Q: 3 clusters Score -9426332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9426324.000000 Penalty: 5370.995117
	Iteration 37Q: 3 clusters Score -9426324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9426327.000000 Penalty: 5370.995117
	Iteration 38Q: 3 clusters Score -9426327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9426328.000000 Penalty: 5370.995117
	Iteration 39Q: 3 clusters Score -9426328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9426339.000000 Penalty: 5370.995117
	Iteration 40F: 3 clusters Score -9426339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9426326.000000 Penalty: 5370.995117
	Iteration 41Q: 3 clusters Score -9426326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9426328.000000 Penalty: 5370.995117
	Iteration 42Q: 3 clusters Score -9426328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9426328.000000 Penalty: 5370.995117
	Iteration 43F: 3 clusters Score -9426328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -1226289.625000 Penalty: 2182.316162
	Iteration 0F: 2 clusters Score -1226290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1220708.625000 Penalty: 4364.632324
	Iteration 0F: 3 clusters Score -1220709 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1222148.250000 Penalty: 4364.632324
	Iteration 1F: 3 clusters Score -1222148 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1222437.500000 Penalty: 4364.632324
	Iteration 2F: 3 clusters Score -1222438 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1222671.000000 Penalty: 4364.632324
	Iteration 3F: 3 clusters Score -1222671 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1222896.750000 Penalty: 4364.632324
	Iteration 4Q: 3 clusters Score -1222897 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1223110.125000 Penalty: 4364.632324
	Iteration 5Q: 3 clusters Score -1223110 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1223325.125000 Penalty: 4364.632324
	Iteration 6Q: 3 clusters Score -1223325 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1223555.750000 Penalty: 4364.632324
	Iteration 7Q: 3 clusters Score -1223556 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1223800.375000 Penalty: 4364.632324
	Iteration 8F: 3 clusters Score -1223800 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1224028.500000 Penalty: 4364.632324
	Iteration 9Q: 3 clusters Score -1224028 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1224249.250000 Penalty: 4364.632324
	Iteration 10Q: 3 clusters Score -1224249 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1224449.125000 Penalty: 4364.632324
	Iteration 11Q: 3 clusters Score -1224449 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1224597.250000 Penalty: 4364.632324
	Iteration 12Q: 3 clusters Score -1224597 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1224686.250000 Penalty: 4364.632324
	Iteration 13Q: 3 clusters Score -1224686 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1224738.875000 Penalty: 4364.632324
	Iteration 14Q: 3 clusters Score -1224739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1224782.750000 Penalty: 4364.632324
	Iteration 15Q: 3 clusters Score -1224783 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1224827.000000 Penalty: 4364.632324
	Iteration 16Q: 3 clusters Score -1224827 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1224864.875000 Penalty: 4364.632324
	Iteration 17Q: 3 clusters Score -1224865 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1224895.000000 Penalty: 4364.632324
	Iteration 18Q: 3 clusters Score -1224895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1224919.750000 Penalty: 4364.632324
	Iteration 19Q: 3 clusters Score -1224920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1224939.875000 Penalty: 4364.632324
	Iteration 20F: 3 clusters Score -1224940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1224944.625000 Penalty: 4364.632324
	Iteration 21Q: 3 clusters Score -1224945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1224953.375000 Penalty: 4364.632324
	Iteration 22Q: 3 clusters Score -1224953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1224954.875000 Penalty: 4364.632324
	Iteration 23Q: 3 clusters Score -1224955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1224953.750000 Penalty: 4364.632324
	Iteration 24Q: 3 clusters Score -1224954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1224954.875000 Penalty: 4364.632324
	Iteration 25Q: 3 clusters Score -1224955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1224955.250000 Penalty: 4364.632324
	Iteration 26Q: 3 clusters Score -1224955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1224955.000000 Penalty: 4364.632324
	Iteration 27Q: 3 clusters Score -1224955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1224954.875000 Penalty: 4364.632324
	Iteration 28Q: 3 clusters Score -1224955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1224956.250000 Penalty: 4364.632324
	Iteration 29Q: 3 clusters Score -1224956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1224956.250000 Penalty: 4364.632324
	Iteration 30F: 3 clusters Score -1224956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Entering Unmasked Estep 
Score: -6213980.000000 Penalty: 2585.006104
	Iteration 0F: 2 clusters Score -6213980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -6191202.500000 Penalty: 5170.012207
	Iteration 0F: 3 clusters Score -6191202 nChanged 15259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -6199537.000000 Penalty: 5170.012207
	Iteration 1F: 3 clusters Score -6199537 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -6200086.000000 Penalty: 5170.012207
	Iteration 2Q: 3 clusters Score -6200086 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -6200619.000000 Penalty: 5170.012207
	Iteration 3Q: 3 clusters Score -6200619 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -6201303.500000 Penalty: 5170.012207
	Iteration 4Q: 3 clusters Score -6201304 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -6202385.500000 Penalty: 5170.012207
	Iteration 5F: 3 clusters Score -6202386 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -6204036.000000 Penalty: 5170.012207
	Iteration 6F: 3 clusters Score -6204036 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -6206219.500000 Penalty: 5170.012207
	Iteration 7F: 3 clusters Score -6206220 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -6208454.000000 Penalty: 5170.012207
	Iteration 8F: 3 clusters Score -6208454 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6210030.000000 Penalty: 5170.012207
	Iteration 9F: 3 clusters Score -6210030 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6210853.000000 Penalty: 5170.012207
	Iteration 10Q: 3 clusters Score -6210853 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6211258.000000 Penalty: 5170.012207
	Iteration 11Q: 3 clusters Score -6211258 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6211415.000000 Penalty: 5170.012207
	Iteration 12Q: 3 clusters Score -6211415 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6211528.000000 Penalty: 5170.012207
	Iteration 13Q: 3 clusters Score -6211528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6211582.500000 Penalty: 5170.012207
	Iteration 14Q: 3 clusters Score -6211582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6211612.500000 Penalty: 5170.012207
	Iteration 15Q: 3 clusters Score -6211612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6211632.500000 Penalty: 5170.012207
	Iteration 16Q: 3 clusters Score -6211632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6211654.500000 Penalty: 5170.012207
	Iteration 17Q: 3 clusters Score -6211654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6211668.000000 Penalty: 5170.012207
	Iteration 18Q: 3 clusters Score -6211668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6211670.500000 Penalty: 5170.012207
	Iteration 19Q: 3 clusters Score -6211670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6211685.000000 Penalty: 5170.012207
	Iteration 20F: 3 clusters Score -6211685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6211697.500000 Penalty: 5170.012207
	Iteration 21Q: 3 clusters Score -6211698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6211706.000000 Penalty: 5170.012207
	Iteration 22Q: 3 clusters Score -6211706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6211716.500000 Penalty: 5170.012207
	Iteration 23Q: 3 clusters Score -6211716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6211718.500000 Penalty: 5170.012207
	Iteration 24Q: 3 clusters Score -6211718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6211720.000000 Penalty: 5170.012207
	Iteration 25Q: 3 clusters Score -6211720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6211728.500000 Penalty: 5170.012207
	Iteration 26Q: 3 clusters Score -6211728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6211730.000000 Penalty: 5170.012207
	Iteration 27Q: 3 clusters Score -6211730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6211734.000000 Penalty: 5170.012207
	Iteration 28Q: 3 clusters Score -6211734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6211736.000000 Penalty: 5170.012207
	Iteration 29Q: 3 clusters Score -6211736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6211739.500000 Penalty: 5170.012207
	Iteration 30Q: 3 clusters Score -6211740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6211748.500000 Penalty: 5170.012207
	Iteration 31Q: 3 clusters Score -6211748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6211747.000000 Penalty: 5170.012207
	Iteration 32Q: 3 clusters Score -6211747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6211746.500000 Penalty: 5170.012207
	Iteration 33Q: 3 clusters Score -6211746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6211746.500000 Penalty: 5170.012207
	Iteration 34F: 3 clusters Score -6211746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -98865.171875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -98865.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97266.937500 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -97266.94 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97473.765625 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -97473.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97534.601562 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -97534.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97576.085938 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -97576.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97591.195312 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -97591.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97617.734375 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -97617.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97660.203125 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -97660.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97702.250000 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -97702.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97731.148438 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -97731.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97746.750000 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -97746.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97755.835938 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -97755.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97757.054688 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -97757.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97763.585938 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -97763.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97769.617188 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -97769.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97771.953125 Penalty: 3227.609619
	Iteration 14Q: 3 clusters Score -97771.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97772.390625 Penalty: 3227.609619
	Iteration 15Q: 3 clusters Score -97772.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97772.390625 Penalty: 3227.609619
	Iteration 16F: 3 clusters Score -97772.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -28125.611328 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -28125.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27145.177734 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -27145.18 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27526.400391 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -27526.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27649.900391 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -27649.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27710.359375 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -27710.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27780.294922 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -27780.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27801.505859 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -27801.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27807.466797 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -27807.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27813.677734 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -27813.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27817.564453 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -27817.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27817.564453 Penalty: 2909.768066
	Iteration 9F: 3 clusters Score -27817.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (26848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Entering Unmasked Estep 
Score: -4993594.500000 Penalty: 2529.090820
	Iteration 0F: 2 clusters Score -4993594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4975172.000000 Penalty: 5058.181641
	Iteration 0F: 3 clusters Score -4975172 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -4981715.000000 Penalty: 5058.181641
	Iteration 1F: 3 clusters Score -4981715 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -4982095.500000 Penalty: 5058.181641
	Iteration 2Q: 3 clusters Score -4982096 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -4982369.000000 Penalty: 5058.181641
	Iteration 3Q: 3 clusters Score -4982369 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -4982557.000000 Penalty: 5058.181641
	Iteration 4Q: 3 clusters Score -4982557 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4982743.500000 Penalty: 5058.181641
	Iteration 5Q: 3 clusters Score -4982744 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -4982959.000000 Penalty: 5058.181641
	Iteration 6Q: 3 clusters Score -4982959 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -4983187.000000 Penalty: 5058.181641
	Iteration 7Q: 3 clusters Score -4983187 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -4983454.500000 Penalty: 5058.181641
	Iteration 8Q: 3 clusters Score -4983454 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -4983825.000000 Penalty: 5058.181641
	Iteration 9Q: 3 clusters Score -4983825 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -4984409.000000 Penalty: 5058.181641
	Iteration 10Q: 3 clusters Score -4984409 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4985327.000000 Penalty: 5058.181641
	Iteration 11F: 3 clusters Score -4985327 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4986633.000000 Penalty: 5058.181641
	Iteration 12F: 3 clusters Score -4986633 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4988152.500000 Penalty: 5058.181641
	Iteration 13F: 3 clusters Score -4988152 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4989562.000000 Penalty: 5058.181641
	Iteration 14F: 3 clusters Score -4989562 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4990484.000000 Penalty: 5058.181641
	Iteration 15Q: 3 clusters Score -4990484 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4990884.500000 Penalty: 5058.181641
	Iteration 16Q: 3 clusters Score -4990884 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4991114.500000 Penalty: 5058.181641
	Iteration 17Q: 3 clusters Score -4991114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4991217.000000 Penalty: 5058.181641
	Iteration 18Q: 3 clusters Score -4991217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4991273.000000 Penalty: 5058.181641
	Iteration 19Q: 3 clusters Score -4991273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4991309.500000 Penalty: 5058.181641
	Iteration 20F: 3 clusters Score -4991310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4991331.000000 Penalty: 5058.181641
	Iteration 21Q: 3 clusters Score -4991331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4991335.500000 Penalty: 5058.181641
	Iteration 22Q: 3 clusters Score -4991336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4991339.500000 Penalty: 5058.181641
	Iteration 23Q: 3 clusters Score -4991340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4991347.000000 Penalty: 5058.181641
	Iteration 24Q: 3 clusters Score -4991347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4991347.000000 Penalty: 5058.181641
	Iteration 25Q: 3 clusters Score -4991347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4991347.000000 Penalty: 5058.181641
	Iteration 26F: 3 clusters Score -4991347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Entering Unmasked Estep 
Score: -7813538.000000 Penalty: 2640.708252
	Iteration 0F: 2 clusters Score -7813538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -7785142.000000 Penalty: 5281.416504
	Iteration 0F: 3 clusters Score -7785142 nChanged 19349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -7796031.000000 Penalty: 5281.416504
	Iteration 1F: 3 clusters Score -7796031 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -7796680.000000 Penalty: 5281.416504
	Iteration 2Q: 3 clusters Score -7796680 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -7797242.500000 Penalty: 5281.416504
	Iteration 3Q: 3 clusters Score -7797242 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -7797892.500000 Penalty: 5281.416504
	Iteration 4Q: 3 clusters Score -7797892 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -7798676.000000 Penalty: 5281.416504
	Iteration 5Q: 3 clusters Score -7798676 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -7799665.500000 Penalty: 5281.416504
	Iteration 6Q: 3 clusters Score -7799666 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -7800891.500000 Penalty: 5281.416504
	Iteration 7Q: 3 clusters Score -7800892 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -7802474.500000 Penalty: 5281.416504
	Iteration 8F: 3 clusters Score -7802474 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -7803993.500000 Penalty: 5281.416504
	Iteration 9F: 3 clusters Score -7803994 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -7805090.500000 Penalty: 5281.416504
	Iteration 10Q: 3 clusters Score -7805090 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -7805818.000000 Penalty: 5281.416504
	Iteration 11Q: 3 clusters Score -7805818 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -7806329.000000 Penalty: 5281.416504
	Iteration 12Q: 3 clusters Score -7806329 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -7806620.000000 Penalty: 5281.416504
	Iteration 13Q: 3 clusters Score -7806620 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -7806918.000000 Penalty: 5281.416504
	Iteration 14Q: 3 clusters Score -7806918 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -7807204.500000 Penalty: 5281.416504
	Iteration 15Q: 3 clusters Score -7807204 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -7807567.000000 Penalty: 5281.416504
	Iteration 16Q: 3 clusters Score -7807567 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -7807918.000000 Penalty: 5281.416504
	Iteration 17Q: 3 clusters Score -7807918 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -7808401.000000 Penalty: 5281.416504
	Iteration 18Q: 3 clusters Score -7808401 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -7808854.000000 Penalty: 5281.416504
	Iteration 19Q: 3 clusters Score -7808854 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -7809378.500000 Penalty: 5281.416504
	Iteration 20F: 3 clusters Score -7809378 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -7809910.000000 Penalty: 5281.416504
	Iteration 21Q: 3 clusters Score -7809910 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -7810432.000000 Penalty: 5281.416504
	Iteration 22Q: 3 clusters Score -7810432 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -7810779.500000 Penalty: 5281.416504
	Iteration 23Q: 3 clusters Score -7810780 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -7811023.500000 Penalty: 5281.416504
	Iteration 24Q: 3 clusters Score -7811024 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -7811194.000000 Penalty: 5281.416504
	Iteration 25Q: 3 clusters Score -7811194 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -7811292.500000 Penalty: 5281.416504
	Iteration 26Q: 3 clusters Score -7811292 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -7811362.500000 Penalty: 5281.416504
	Iteration 27Q: 3 clusters Score -7811362 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -7811417.000000 Penalty: 5281.416504
	Iteration 28Q: 3 clusters Score -7811417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -7811453.000000 Penalty: 5281.416504
	Iteration 29Q: 3 clusters Score -7811453 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -7811488.500000 Penalty: 5281.416504
	Iteration 30Q: 3 clusters Score -7811488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -7811492.500000 Penalty: 5281.416504
	Iteration 31Q: 3 clusters Score -7811492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -7811528.000000 Penalty: 5281.416504
	Iteration 32Q: 3 clusters Score -7811528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -7811518.500000 Penalty: 5281.416504
	Iteration 33Q: 3 clusters Score -7811518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -7811532.500000 Penalty: 5281.416504
	Iteration 34Q: 3 clusters Score -7811532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -7811542.500000 Penalty: 5281.416504
	Iteration 35Q: 3 clusters Score -7811542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -7811521.500000 Penalty: 5281.416504
	Iteration 36Q: 3 clusters Score -7811522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -7811528.000000 Penalty: 5281.416504
	Iteration 37Q: 3 clusters Score -7811528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -7811534.000000 Penalty: 5281.416504
	Iteration 38Q: 3 clusters Score -7811534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -7811547.000000 Penalty: 5281.416504
	Iteration 39Q: 3 clusters Score -7811547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -7811554.500000 Penalty: 5281.416504
	Iteration 40F: 3 clusters Score -7811554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -7811549.500000 Penalty: 5281.416504
	Iteration 41Q: 3 clusters Score -7811550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -7811540.500000 Penalty: 5281.416504
	Iteration 42Q: 3 clusters Score -7811540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -7811562.000000 Penalty: 5281.416504
	Iteration 43Q: 3 clusters Score -7811562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -7811556.000000 Penalty: 5281.416504
	Iteration 44Q: 3 clusters Score -7811556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -7811556.000000 Penalty: 5281.416504
	Iteration 45Q: 3 clusters Score -7811556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -7811560.500000 Penalty: 5281.416504
	Iteration 46Q: 3 clusters Score -7811560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -7811554.500000 Penalty: 5281.416504
	Iteration 47Q: 3 clusters Score -7811554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -7811546.000000 Penalty: 5281.416504
	Iteration 48Q: 3 clusters Score -7811546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -7811530.000000 Penalty: 5281.416504
	Iteration 49Q: 3 clusters Score -7811530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -7811518.500000 Penalty: 5281.416504
	Iteration 50Q: 3 clusters Score -7811518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -7811521.500000 Penalty: 5281.416504
	Iteration 51Q: 3 clusters Score -7811522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -7811530.000000 Penalty: 5281.416504
	Iteration 52Q: 3 clusters Score -7811530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -7811524.500000 Penalty: 5281.416504
	Iteration 53Q: 3 clusters Score -7811524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -7811523.000000 Penalty: 5281.416504
	Iteration 54Q: 3 clusters Score -7811523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -7811533.500000 Penalty: 5281.416504
	Iteration 55Q: 3 clusters Score -7811534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -7811526.000000 Penalty: 5281.416504
	Iteration 56Q: 3 clusters Score -7811526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -7811532.000000 Penalty: 5281.416504
	Iteration 57Q: 3 clusters Score -7811532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -7811538.500000 Penalty: 5281.416504
	Iteration 58Q: 3 clusters Score -7811538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -7811533.500000 Penalty: 5281.416504
	Iteration 59Q: 3 clusters Score -7811534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -7811535.000000 Penalty: 5281.416504
	Iteration 60F: 3 clusters Score -7811535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -7811530.500000 Penalty: 5281.416504
	Iteration 61Q: 3 clusters Score -7811530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -7811530.500000 Penalty: 5281.416504
	Iteration 62F: 3 clusters Score -7811530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (43699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Entering Unmasked Estep 
Score: -8168183.000000 Penalty: 2649.899902
	Iteration 0F: 2 clusters Score -8168183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -8138955.500000 Penalty: 5299.799805
	Iteration 0F: 3 clusters Score -8138956 nChanged 20145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -8150075.000000 Penalty: 5299.799805
	Iteration 1F: 3 clusters Score -8150075 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -8150560.000000 Penalty: 5299.799805
	Iteration 2Q: 3 clusters Score -8150560 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -8151093.500000 Penalty: 5299.799805
	Iteration 3Q: 3 clusters Score -8151094 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -8151918.500000 Penalty: 5299.799805
	Iteration 4Q: 3 clusters Score -8151918 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -8153138.500000 Penalty: 5299.799805
	Iteration 5F: 3 clusters Score -8153138 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -8155020.000000 Penalty: 5299.799805
	Iteration 6F: 3 clusters Score -8155020 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -8157572.500000 Penalty: 5299.799805
	Iteration 7F: 3 clusters Score -8157572 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -8160447.000000 Penalty: 5299.799805
	Iteration 8F: 3 clusters Score -8160447 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -8162891.500000 Penalty: 5299.799805
	Iteration 9F: 3 clusters Score -8162892 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -8164449.000000 Penalty: 5299.799805
	Iteration 10Q: 3 clusters Score -8164449 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8165080.000000 Penalty: 5299.799805
	Iteration 11Q: 3 clusters Score -8165080 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -8165443.000000 Penalty: 5299.799805
	Iteration 12Q: 3 clusters Score -8165443 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8165608.000000 Penalty: 5299.799805
	Iteration 13Q: 3 clusters Score -8165608 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -8165675.500000 Penalty: 5299.799805
	Iteration 14Q: 3 clusters Score -8165676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -8165730.500000 Penalty: 5299.799805
	Iteration 15Q: 3 clusters Score -8165730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -8165768.500000 Penalty: 5299.799805
	Iteration 16Q: 3 clusters Score -8165768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8165795.000000 Penalty: 5299.799805
	Iteration 17Q: 3 clusters Score -8165795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -8165805.500000 Penalty: 5299.799805
	Iteration 18Q: 3 clusters Score -8165806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -8165802.500000 Penalty: 5299.799805
	Iteration 19Q: 3 clusters Score -8165802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -8165800.000000 Penalty: 5299.799805
	Iteration 20F: 3 clusters Score -8165800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -8165807.000000 Penalty: 5299.799805
	Iteration 21Q: 3 clusters Score -8165807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -8165806.500000 Penalty: 5299.799805
	Iteration 22Q: 3 clusters Score -8165806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -8165814.500000 Penalty: 5299.799805
	Iteration 23Q: 3 clusters Score -8165814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8165821.000000 Penalty: 5299.799805
	Iteration 24Q: 3 clusters Score -8165821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -8165815.500000 Penalty: 5299.799805
	Iteration 25Q: 3 clusters Score -8165816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -8165815.500000 Penalty: 5299.799805
	Iteration 26F: 3 clusters Score -8165816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 34274 members 
Mstep: Class 3 contains 17379 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 45049 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 34346 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 18541 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44660 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 47151 members 
Mstep: Class 17 contains 6366 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 15666 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50444 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 33638 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 26848 members 
Mstep: Class 28 contains 42109 members 
Mstep: Class 29 contains 43699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110183248.000000 Penalty: 102319.898438
Iteration 479Q: 32 clusters Score -1.101832e+08 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 35827 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 44558 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 14313 members 
Mstep: Class 9 contains 34390 members 
Mstep: Class 10 contains 6152 members 
Mstep: Class 11 contains 18421 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44820 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 47265 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16058 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50848 members 
Mstep: Class 23 contains 6625 members 
Mstep: Class 24 contains 33682 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 26643 members 
Mstep: Class 28 contains 42071 members 
Mstep: Class 29 contains 43985 members 
Mstep: Class 30 contains 19007 members 
Mstep: Class 31 contains 42700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110184720.000000 Penalty: 102319.898438
Iteration 480F: 32 clusters Score -1.101847e+08 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 37069 members 
Mstep: Class 3 contains 17589 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 43191 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 13943 members 
Mstep: Class 9 contains 34349 members 
Mstep: Class 10 contains 5986 members 
Mstep: Class 11 contains 18194 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44410 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 47310 members 
Mstep: Class 17 contains 6365 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16309 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50397 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 33615 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 26035 members 
Mstep: Class 28 contains 42036 members 
Mstep: Class 29 contains 44273 members 
Mstep: Class 30 contains 19996 members 
Mstep: Class 31 contains 43716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110186304.000000 Penalty: 102319.898438
Iteration 481Q: 32 clusters Score -1.101863e+08 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 38375 members 
Mstep: Class 3 contains 17728 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 42114 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 13655 members 
Mstep: Class 9 contains 34341 members 
Mstep: Class 10 contains 5841 members 
Mstep: Class 11 contains 18052 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 47232 members 
Mstep: Class 17 contains 6364 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16464 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50198 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 33582 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 25502 members 
Mstep: Class 28 contains 41991 members 
Mstep: Class 29 contains 44601 members 
Mstep: Class 30 contains 20733 members 
Mstep: Class 31 contains 44125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110187488.000000 Penalty: 102319.898438
Iteration 482Q: 32 clusters Score -1.101875e+08 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 39628 members 
Mstep: Class 3 contains 17884 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 41261 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 13403 members 
Mstep: Class 9 contains 34355 members 
Mstep: Class 10 contains 5693 members 
Mstep: Class 11 contains 17975 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 43714 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 47032 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16578 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50142 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 33563 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 25053 members 
Mstep: Class 28 contains 41949 members 
Mstep: Class 29 contains 44888 members 
Mstep: Class 30 contains 21358 members 
Mstep: Class 31 contains 44279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110188464.000000 Penalty: 102319.898438
Iteration 483Q: 32 clusters Score -1.101885e+08 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 40816 members 
Mstep: Class 3 contains 18051 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 40551 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 13188 members 
Mstep: Class 9 contains 34380 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 17919 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 43413 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 46726 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16652 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50201 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 33585 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 24604 members 
Mstep: Class 28 contains 41932 members 
Mstep: Class 29 contains 45170 members 
Mstep: Class 30 contains 21944 members 
Mstep: Class 31 contains 44259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189120.000000 Penalty: 102319.898438
Iteration 484Q: 32 clusters Score -1.101891e+08 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 42112 members 
Mstep: Class 3 contains 18263 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 39727 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 13010 members 
Mstep: Class 9 contains 34381 members 
Mstep: Class 10 contains 5424 members 
Mstep: Class 11 contains 17851 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 43126 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 46475 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16678 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50187 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 33560 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 24216 members 
Mstep: Class 28 contains 41948 members 
Mstep: Class 29 contains 45225 members 
Mstep: Class 30 contains 22500 members 
Mstep: Class 31 contains 44223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110189760.000000 Penalty: 102319.898438
Iteration 485Q: 32 clusters Score -1.101898e+08 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 43296 members 
Mstep: Class 3 contains 18366 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 38932 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 34393 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 17842 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 42843 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 46227 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16686 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50272 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 33578 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 23904 members 
Mstep: Class 28 contains 41945 members 
Mstep: Class 29 contains 45325 members 
Mstep: Class 30 contains 22993 members 
Mstep: Class 31 contains 44133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190344.000000 Penalty: 102319.898438
Iteration 486Q: 32 clusters Score -1.101903e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 44430 members 
Mstep: Class 3 contains 18482 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 38077 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 12654 members 
Mstep: Class 9 contains 34408 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 17784 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 42574 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 46034 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16644 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50410 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 33597 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 23603 members 
Mstep: Class 28 contains 41917 members 
Mstep: Class 29 contains 45366 members 
Mstep: Class 30 contains 23471 members 
Mstep: Class 31 contains 44096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190016.000000 Penalty: 102319.898438
Iteration 487Q: 32 clusters Score -1.1019e+08 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 45442 members 
Mstep: Class 3 contains 18550 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 37375 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 12504 members 
Mstep: Class 9 contains 34434 members 
Mstep: Class 10 contains 5149 members 
Mstep: Class 11 contains 17657 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 42279 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45887 members 
Mstep: Class 17 contains 6375 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16608 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50594 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 33627 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 23304 members 
Mstep: Class 28 contains 41885 members 
Mstep: Class 29 contains 45461 members 
Mstep: Class 30 contains 23962 members 
Mstep: Class 31 contains 43958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190368.000000 Penalty: 102319.898438
Iteration 488Q: 32 clusters Score -1.101904e+08 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 46039 members 
Mstep: Class 3 contains 18512 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 37447 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 12361 members 
Mstep: Class 9 contains 34430 members 
Mstep: Class 10 contains 5069 members 
Mstep: Class 11 contains 17588 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 41971 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45750 members 
Mstep: Class 17 contains 6373 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16578 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50620 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 33703 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 22991 members 
Mstep: Class 28 contains 41850 members 
Mstep: Class 29 contains 45558 members 
Mstep: Class 30 contains 24149 members 
Mstep: Class 31 contains 43927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190440.000000 Penalty: 102319.898438
Iteration 489Q: 32 clusters Score -1.101904e+08 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 46353 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 37916 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 12226 members 
Mstep: Class 9 contains 34429 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 17451 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 41642 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45668 members 
Mstep: Class 17 contains 6373 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16516 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50657 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 33802 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 22687 members 
Mstep: Class 28 contains 41827 members 
Mstep: Class 29 contains 45582 members 
Mstep: Class 30 contains 23964 members 
Mstep: Class 31 contains 44137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190776.000000 Penalty: 102319.898438
Iteration 490Q: 32 clusters Score -1.101908e+08 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 46592 members 
Mstep: Class 3 contains 18485 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 38322 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 12122 members 
Mstep: Class 9 contains 34427 members 
Mstep: Class 10 contains 4921 members 
Mstep: Class 11 contains 17297 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 41344 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45598 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16515 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50672 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 33890 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 22414 members 
Mstep: Class 28 contains 41771 members 
Mstep: Class 29 contains 45634 members 
Mstep: Class 30 contains 23838 members 
Mstep: Class 31 contains 44246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190608.000000 Penalty: 102319.898438
Iteration 491Q: 32 clusters Score -1.101906e+08 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 46788 members 
Mstep: Class 3 contains 18514 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 38800 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 12019 members 
Mstep: Class 9 contains 34418 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 11 contains 17101 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 41083 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 45570 members 
Mstep: Class 17 contains 6391 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16548 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50711 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 33988 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 22150 members 
Mstep: Class 28 contains 41726 members 
Mstep: Class 29 contains 45648 members 
Mstep: Class 30 contains 23634 members 
Mstep: Class 31 contains 44247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190640.000000 Penalty: 102319.898438
Iteration 492Q: 32 clusters Score -1.101906e+08 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 46945 members 
Mstep: Class 3 contains 18514 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 39256 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 11920 members 
Mstep: Class 9 contains 34413 members 
Mstep: Class 10 contains 4811 members 
Mstep: Class 11 contains 16900 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 40859 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45506 members 
Mstep: Class 17 contains 6396 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50756 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 34074 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 21941 members 
Mstep: Class 28 contains 41669 members 
Mstep: Class 29 contains 45696 members 
Mstep: Class 30 contains 23388 members 
Mstep: Class 31 contains 44326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191072.000000 Penalty: 102319.898438
Iteration 493Q: 32 clusters Score -1.101911e+08 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 47221 members 
Mstep: Class 3 contains 18477 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 39689 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11837 members 
Mstep: Class 9 contains 34409 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 16726 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 40651 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45423 members 
Mstep: Class 17 contains 6401 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16619 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50645 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 34156 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 21741 members 
Mstep: Class 28 contains 41606 members 
Mstep: Class 29 contains 45712 members 
Mstep: Class 30 contains 23209 members 
Mstep: Class 31 contains 44367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190600.000000 Penalty: 102319.898438
Iteration 494Q: 32 clusters Score -1.101906e+08 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 47321 members 
Mstep: Class 3 contains 18603 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 40246 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11749 members 
Mstep: Class 9 contains 34401 members 
Mstep: Class 10 contains 4729 members 
Mstep: Class 11 contains 16483 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 40482 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45373 members 
Mstep: Class 17 contains 6403 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16659 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50684 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 34236 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 21542 members 
Mstep: Class 28 contains 41546 members 
Mstep: Class 29 contains 45702 members 
Mstep: Class 30 contains 22925 members 
Mstep: Class 31 contains 44295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191000.000000 Penalty: 102319.898438
Iteration 495Q: 32 clusters Score -1.10191e+08 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 47437 members 
Mstep: Class 3 contains 18802 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 40824 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 34412 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 16316 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 40302 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45331 members 
Mstep: Class 17 contains 6404 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16754 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50665 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 34284 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 21319 members 
Mstep: Class 28 contains 41515 members 
Mstep: Class 29 contains 45547 members 
Mstep: Class 30 contains 22600 members 
Mstep: Class 31 contains 44256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190960.000000 Penalty: 102319.898438
Iteration 496Q: 32 clusters Score -1.10191e+08 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 47464 members 
Mstep: Class 3 contains 18958 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 41373 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11596 members 
Mstep: Class 9 contains 34409 members 
Mstep: Class 10 contains 4666 members 
Mstep: Class 11 contains 16226 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 40154 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 45318 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16818 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50571 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 34358 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 21119 members 
Mstep: Class 28 contains 41503 members 
Mstep: Class 29 contains 45425 members 
Mstep: Class 30 contains 22341 members 
Mstep: Class 31 contains 44259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110190912.000000 Penalty: 102319.898438
Iteration 497Q: 32 clusters Score -1.101909e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 47522 members 
Mstep: Class 3 contains 19137 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 41846 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11512 members 
Mstep: Class 9 contains 34406 members 
Mstep: Class 10 contains 4650 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 39993 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 45310 members 
Mstep: Class 17 contains 6409 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16910 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50434 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 34411 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 20916 members 
Mstep: Class 28 contains 41493 members 
Mstep: Class 29 contains 45398 members 
Mstep: Class 30 contains 22112 members 
Mstep: Class 31 contains 44265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191040.000000 Penalty: 102319.898438
Iteration 498Q: 32 clusters Score -1.10191e+08 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 47651 members 
Mstep: Class 3 contains 19303 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 42399 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11425 members 
Mstep: Class 9 contains 34408 members 
Mstep: Class 10 contains 4627 members 
Mstep: Class 11 contains 16187 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 39815 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 45228 members 
Mstep: Class 17 contains 6412 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 16965 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50275 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 34450 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 20723 members 
Mstep: Class 28 contains 41476 members 
Mstep: Class 29 contains 45356 members 
Mstep: Class 30 contains 21833 members 
Mstep: Class 31 contains 44332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191136.000000 Penalty: 102319.898438
Iteration 499Q: 32 clusters Score -1.101911e+08 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 47790 members 
Mstep: Class 3 contains 19440 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 42917 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 11318 members 
Mstep: Class 9 contains 34414 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 16235 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 45121 members 
Mstep: Class 17 contains 6412 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 17001 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 50106 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 34493 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 20522 members 
Mstep: Class 28 contains 41461 members 
Mstep: Class 29 contains 45317 members 
Mstep: Class 30 contains 21557 members 
Mstep: Class 31 contains 44459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110191312.000000 Penalty: 102319.898438
Iteration 500F: 32 clusters Score -1.101913e+08 nChanged 3528
Maximum iterations exceeded
--- Evaluating fit on full set of 1807857 points ---
Entering Unmasked Estep 
Score: -333094208.000000 Penalty: 110766.031250
25->32 Clusters: Score -333094208.000000, best is -333295584.000000

Main iterations: 0 (time per=infms)
Total iterations: 91201 (time per=342.836153ms)
Iterations metric 2: 4407643078656.000000 (time per=7.093814ns)
Iterations metric 3: 132222992515072.000000 (time per=236.471732ps)

That took 31267.000000 seconds.
